import tensorflow as tf
gpus = tf.config.experimental.list_physical_devices('GPU')
for gpu in gpus:
tf.config.experimental.set_memory_growth(gpu, True)
1. Import Libraries¶
import pandas as pd
import matplotlib.pyplot as plt
import numpy as np
import os
import seaborn as sns
from tensorflow.keras.layers import Input, Dense, Reshape, Flatten, Dropout, BatchNormalization, Activation, ZeroPadding2D, LeakyReLU, ReLU, UpSampling2D, Conv2D, Conv2DTranspose
from tensorflow.keras.models import Sequential, Model
from tensorflow.keras.optimizers import Adam
2. Load Data¶
df_original = pd.read_csv('emnist-letters-train.csv', header=None)
df_original
| 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | ... | 775 | 776 | 777 | 778 | 779 | 780 | 781 | 782 | 783 | 784 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 23 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 16 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 4 | 23 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 99035 | 18 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 99036 | 24 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 99037 | 19 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 99038 | -1 | 174 | 174 | 174 | 174 | 174 | 174 | 174 | 174 | 174 | ... | 174 | 174 | 174 | 174 | 174 | 174 | 174 | 174 | 174 | 174 |
| 99039 | -1 | 42 | 42 | 42 | 42 | 42 | 42 | 42 | 42 | 42 | ... | 42 | 42 | 42 | 42 | 42 | 42 | 42 | 42 | 42 | 42 |
99040 rows × 785 columns
From the dataframe shown above, we can see that there are 785 different columns and 99040 different rows. After some analysis of the data in excel, we hypothesized that column 0 is the label column which identifies what alphabet the image would represent in its number-letter correspondence (with -1 representing a blank image) and the rest of the columns are pixel values. Hence for each row, we have 1 label value and 784 pixel values which can be nicely reshaped into a 28x28 image.
To confirm our hypothesis, we will do some data analysis of the dataset
3. Exploratory Data Aanalysis¶
Get all the labels in the dataset
alphabets = df_original.iloc[:, 0]
labelsArr = alphabets.copy()
labelsArr = np.array(labelsArr[labelsArr != -1])
alphabets
0 23
1 7
2 16
3 15
4 23
..
99035 18
99036 24
99037 19
99038 -1
99039 -1
Name: 0, Length: 99040, dtype: int64
Get all the pixel values in the dataset
df = df_original.iloc[:, 1:]
df
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | ... | 775 | 776 | 777 | 778 | 779 | 780 | 781 | 782 | 783 | 784 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 99035 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 99036 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 99037 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 99038 | 174 | 174 | 174 | 174 | 174 | 174 | 174 | 174 | 174 | 174 | ... | 174 | 174 | 174 | 174 | 174 | 174 | 174 | 174 | 174 | 174 |
| 99039 | 42 | 42 | 42 | 42 | 42 | 42 | 42 | 42 | 42 | 42 | ... | 42 | 42 | 42 | 42 | 42 | 42 | 42 | 42 | 42 | 42 |
99040 rows × 784 columns
y-label Analysis¶
As we all know, there are 26 different alphabets in the English language. Hence we should have 26 different labels in the dataset if our hypothesis is correct
np.sort(alphabets.unique())
array([-1, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16,
17, 18, 19, 20, 21, 22, 23, 24, 25, 26], dtype=int64)
len(alphabets.unique())
27
However, we can see that there are actually 27 different unique labels in the dataset with the values ranging from 1 to 26 and -1. Let's try to find out what -1 represents and whether labels 1-26 are the alphabets' number-letter correspondence by plotting them out as images
Before that, we need to do some data preprocessing to be able to plot out our images. As we can see from the datasets above, every row contains pixel values for every image in the form of a 1D array in as there are 784 columns which can be reshaped into a 28x28 array. We need to reshape them into 2D arrays to visualize them
Pixel Values¶
print(f'Highest pixel value: {df.max().max()}')
print(f'Lowest pixel value: {df.min().min()}')
Highest pixel value: 255 Lowest pixel value: 0
The pixel values of the dataset ranges from 0 to 255 which confirms our hypothesis that the columns 1-785 are pixel values
Data Preprocessing¶
def createMatrix(df):
"""
Gets the pixel value from each row and reshapes it into a 28x28 matrix
"""
arr = []
for row in range(len(df)):
img = df.iloc[row, :].values.reshape((28, 28))
arr.append(img)
arr = np.array(arr)
print(arr.shape)
return arr
imageArr = createMatrix(df)
(99040, 28, 28)
Plot Images¶
Using plt.imshow(), we can visualise our transformed 2D arrays as grayscale images
def imageSubplot(arr, numberOfImages, titles=None):
"""
Plots a 3 by `numberOfImages` grid of images
"""
plt.figure()
for i in range(numberOfImages):
plt.subplot(numberOfImages // 3, 3, i+1)
plt.imshow(arr[i], cmap='gray')
plt.axis('off')
if titles:
plt.title(titles[i])
else:
plt.title(f'Image {i+1}')
plt.tight_layout()
plt.show()
-1 Labelled Image¶
Locate the indexes for the images labelled -1
df_original[df_original.iloc[:, 0] == -1].index
Index([ 20, 30, 31, 36, 39, 41, 56, 65, 74, 75,
...
98979, 99003, 99007, 99010, 99012, 99020, 99023, 99034, 99038, 99039],
dtype='int64', length=10240)
blankArr = [imageArr[20], imageArr[30], imageArr[31]]
imageSubplot(blankArr, len(blankArr))
From the image plots above, we can see that the images labelled -1 are blank images. Hence we can conclude that -1 represents a blank image
Alphabet Images¶
Plot out first 6 images of the dataset
first6labels = df_original.iloc[:6, 0].values
first6alphabets = list(map(lambda x: f'{x}: {chr(x + 96)}', first6labels))
imageSubplot(imageArr, 6, first6alphabets)
From the images above, we can see that the images labelled 1-26 are the number-letter correspondence of the English alphabets. Hence we can conclude that the labels 1-26 are the alphabets' number-letter correspondence
However, we can see that our alphabets look slightly off. This is because the images are not in the correct orientation. We need to transpose them to the correct orientation (rotate 90 degrees clockwise + flip horizontally). We will do that by updating our createMatrix() function.
Image Transformation¶
def createMatrix(df):
"""
Gets the pixel value from each row and reshapes it into a 28x28 matrix and transposes it
"""
arr = []
for row in range(len(df)):
img = df.iloc[row, :].values.reshape((28, 28))
arr.append(np.transpose(img))
arr = np.array(arr)
print(arr.shape)
return arr
imageArr = createMatrix(df)
(99040, 28, 28)
Now let's visualise the transformed images and verify that they are in the correct orientation
Blank Images¶
imageSubplot(blankArr, len(blankArr))
Alphabet Images¶
imageSubplot(imageArr, 6, first6alphabets)
Alphabets 'a' and 'b'¶
Locate the indexes for the images labelled 1
df_original[df_original.iloc[:, 0] == 1].index
Index([ 164, 184, 216, 220, 226, 233, 333, 336, 346, 387,
...
98792, 98805, 98808, 98872, 98899, 98945, 98959, 98982, 98996, 99021],
dtype='int64', length=3396)
aArr = [imageArr[164], imageArr[184], imageArr[216], imageArr[220], imageArr[226], imageArr[233]]
Locate the indexes for the images labelled 2
df_original[df_original.iloc[:, 0] == 2].index
Index([ 35, 49, 78, 127, 142, 179, 193, 211, 222, 250,
...
98607, 98640, 98649, 98717, 98749, 98834, 98860, 98913, 98971, 99006],
dtype='int64', length=3396)
bArr = [imageArr[35], imageArr[49], imageArr[78], imageArr[127], imageArr[142], imageArr[179]]
imageSubplot(aArr, len(aArr))
imageSubplot(bArr, len(bArr))
From the image plot above, we can see that for each alphabet there are lower and upper case. Our model will hence be able to generate both lower and upper case alphabet images
We have successfully verified that our transformation works and the images are now in the correct orientation. Our hypothesis about the first column being the labels and the rest of the columns being pixel values has been confirmed
Convert Labels From Numbers To Alphabets¶
alphabets = alphabets.apply(lambda x: chr(x + 96) if x != -1 else 'blank')
alphabets.unique()
array(['w', 'g', 'p', 'o', 'q', 'm', 'k', 'v', 'x', 'j', 'n', 'r', 'u',
'z', 's', 'e', 'blank', 'c', 'y', 'b', 'h', 'd', 't', 'i', 'f',
'l', 'a'], dtype=object)
Image Distribution¶
As our task is to generate images of the alphabets which do not include blank images, we should only focus on the images labelled 1-26 and ignore the blank images labelled -1
labels, counts = np.unique(alphabets, return_counts=True)
totalBlankImages = counts[np.where(labels == 'blank')]
totalAlphabetImages = np.sum(counts[np.where(labels != 'blank')])
numberOfImages = {}
for label, count in zip(labels, counts):
numberOfImages[label] = count
numberOfImages
{'a': 3396,
'b': 3396,
'blank': 10240,
'c': 3419,
'd': 3398,
'e': 3437,
'f': 3394,
'g': 3385,
'h': 3424,
'i': 3428,
'j': 3402,
'k': 3438,
'l': 3415,
'm': 3402,
'n': 3365,
'o': 3408,
'p': 3430,
'q': 3435,
'r': 3419,
's': 3392,
't': 3436,
'u': 3419,
'v': 3422,
'w': 3423,
'x': 3437,
'y': 3453,
'z': 3427}
plt.figure(figsize=(10,6))
plt.xlabel('Alphabets')
sns.countplot(x=alphabets)
<Axes: xlabel='Alphabets', ylabel='count'>
print(f'Average difference between blank and alphabet images: {(totalBlankImages - (totalAlphabetImages / len(counts)))[0]}')
Average difference between blank and alphabet images: 6951.111111111111
We can see that there is a huge difference (~7000 images) in the number of blank images compared to each the number of images for each alphabet. However, if we put into perspective the total number of alphabet images and the total number of blank images, will the difference still be significant?
print(f'Percentage: {round((totalBlankImages / totalAlphabetImages * 100)[0], 2)}%')
Percentage: 11.53%
Since the total number of blank images is just above 10% of the whole dataset, we can safely ignore the blank images and focus on the alphabet images since generating alphabet images is our main task
Excluding Images Without Alphabets¶
df_without_blank = df_original[df_original.iloc[:, 0] != -1].drop(0, axis=1)
df_without_blank
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | ... | 775 | 776 | 777 | 778 | 779 | 780 | 781 | 782 | 783 | 784 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 99032 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 99033 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 99035 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 99036 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 99037 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
88800 rows × 784 columns
withoutBlankArr = createMatrix(df_without_blank)
(88800, 28, 28)
Alphabet Image Distribution¶
numberOfAlphabetImages = numberOfImages # make a copy of the dictionary
numberOfAlphabetImages.pop('blank') # remove the blank image counts
numberOfAlphabetImages
{'a': 3396,
'b': 3396,
'c': 3419,
'd': 3398,
'e': 3437,
'f': 3394,
'g': 3385,
'h': 3424,
'i': 3428,
'j': 3402,
'k': 3438,
'l': 3415,
'm': 3402,
'n': 3365,
'o': 3408,
'p': 3430,
'q': 3435,
'r': 3419,
's': 3392,
't': 3436,
'u': 3419,
'v': 3422,
'w': 3423,
'x': 3437,
'y': 3453,
'z': 3427}
plt.xlabel('Alphabets')
sns.countplot(x=alphabets[alphabets != 'blank'])
<Axes: xlabel='Alphabets', ylabel='count'>
We can see that there are no significant biases in the classes in the dataset. Hence, we do not need to worry about a class imbalance which may affect our model's performance
Model Training¶
# Import necessary libraries
import numpy as np
from numpy.random import randn, randint
import matplotlib.pyplot as plt
from skimage.metrics import structural_similarity as ssim
import os
import tensorflow as tf
from tensorflow.keras.layers import (
Dense, BatchNormalization, ReLU, Reshape, Conv2DTranspose,
Conv2D, LeakyReLU, Dropout, Flatten, Input
)
from tensorflow.keras.models import Model
from tensorflow.keras.optimizers import Adam
from tensorflow.keras.preprocessing.image import img_to_array, array_to_img
Base DCGAN¶
import numpy as np
from tensorflow.keras.layers import Dense, BatchNormalization, ReLU, Reshape, Conv2DTranspose, Conv2D, LeakyReLU, Dropout, Flatten, Input
from tensorflow.keras.models import Sequential, Model
from tensorflow.keras.optimizers import Adam
from tensorflow.keras.preprocessing.image import img_to_array, array_to_img
from skimage.metrics import structural_similarity as ssim
import matplotlib.pyplot as plt
import os
import tensorflow as tf
class base_DCGAN:
def __init__(self, rows, cols, channels, z=100):
# Input shape
self.img_rows = rows
self.img_cols = cols
self.channels = channels
self.img_shape = (self.img_rows, self.img_cols, self.channels)
self.latent_dim = z
disc_optimizer = Adam(learning_rate=0.0002, beta_1=0.5)
gen_optimizer = Adam(learning_rate=0.0001, beta_1=0.5)
self.discriminator = self.build_discriminator()
self.discriminator.compile(loss='binary_crossentropy',
optimizer=disc_optimizer,
metrics=['accuracy'])
self.generator = self.build_generator()
z = Input(shape=(self.latent_dim,))
img = self.generator(z)
self.discriminator.trainable = False
valid = self.discriminator(img)
self.combined = Model(z, valid)
self.combined.compile(loss='binary_crossentropy',
optimizer=gen_optimizer)
def build_generator(self):
model = Sequential(name='Generator')
model.add(Dense(7*7*256, use_bias=False, input_dim=self.latent_dim))
model.add(BatchNormalization())
model.add(ReLU())
model.add(Reshape((7, 7, 256)))
model.add(Conv2DTranspose(128, (1, 1), strides=(2, 2), padding='same', use_bias=False))
model.add(BatchNormalization())
model.add(ReLU())
model.add(Conv2DTranspose(128, (3, 3), strides=(1, 1), padding='same', use_bias=False))
model.add(BatchNormalization())
model.add(ReLU())
model.add(Conv2DTranspose(128, (3, 3), strides=(1, 1), padding='same', use_bias=False))
model.add(BatchNormalization())
model.add(ReLU())
model.add(Conv2DTranspose(128, (5, 5), strides=(2, 2), padding='same', use_bias=False))
model.add(BatchNormalization())
model.add(ReLU())
model.add(Conv2DTranspose(1, (3, 3), strides=(1, 1), padding='same', use_bias=False, activation='tanh'))
model.summary()
noise = Input(shape=(self.latent_dim,))
img = model(noise)
return Model(noise, img)
def build_discriminator(self):
model = Sequential(name='Discriminator')
model.add(Conv2D(64, kernel_size=3, strides=5, input_shape=self.img_shape, padding="same"))
model.add(LeakyReLU(alpha=0.2))
model.add(Dropout(0.25))
model.add(Conv2D(128, kernel_size=3, strides=2, padding="same"))
model.add(LeakyReLU(alpha=0.2))
model.add(Dropout(0.25))
model.add(Conv2D(128, kernel_size=3, strides=2, padding="same"))
model.add(LeakyReLU(alpha=0.2))
model.add(Dropout(0.25))
model.add(Flatten())
model.add(Dense(1, activation='sigmoid'))
model.summary()
img = Input(shape=self.img_shape)
validity = model(img)
return Model(img, validity)
def calculate_ssim(self, real_images, generated_images):
ssim_scores = []
for i in range(len(real_images)):
score, _ = ssim(real_images[i], generated_images[i], full=True, data_range=real_images[i].max() - real_images[i].min())
ssim_scores.append(score)
return np.mean(ssim_scores)
def train(self, epochs, batch_size=128, save_interval=50):
# scale to [-1, 1]
X_train = (withoutBlankArr - 127.5) / 127.5
X_train = np.expand_dims(X_train, axis=3)
# Adversarial ground truths
valid = np.ones((batch_size, 1))
fake = np.zeros((batch_size, 1))
# Lists to store the losses and SSIM scores
d_losses = []
g_losses = []
ssim_scores = []
for epoch in range(epochs):
# ---------------------
# Train Discriminator
# ---------------------
# Select a random half of images
idx = np.random.randint(0, X_train.shape[0], batch_size)
imgs = X_train[idx]
# Sample noise and generate a batch of new images
noise = np.random.normal(0, 1, (batch_size, self.latent_dim))
gen_imgs = self.generator.predict(noise)
# Train the discriminator (it classify real images as 1 and generated images as 0)
d_loss_real = self.discriminator.train_on_batch(imgs, valid)
d_loss_fake = self.discriminator.train_on_batch(gen_imgs, fake)
d_loss = 0.5 * np.add(d_loss_real, d_loss_fake)
d_losses.append(d_loss[0]) # Record the discriminator loss
# ---------------------
# Train Generator
# ---------------------
# Train the generator (it wants discriminator to predict generated images as 1)
g_loss = self.combined.train_on_batch(noise, valid)
g_losses.append(g_loss) # Record the generator loss
# Calculate SSIM score
ssim_score = self.calculate_ssim(np.squeeze(imgs), np.squeeze(gen_imgs))
ssim_scores.append(ssim_score)
if epoch % save_interval == 0:
print(f"{epoch} [D loss: {d_loss[0]}, acc.: {100 * d_loss[1]:.2f}%] [G loss: {g_loss}] [SSIM: {ssim_score}]")
self.save_imgs(epoch)
# Plot loss curves and SSIM scores
self.plot_scores(d_losses, g_losses, ssim_scores)
def save_imgs(self, epoch):
r, c = 5, 5
noise = np.random.normal(0, 1, (r * c, self.latent_dim))
gen_imgs = self.generator.predict(noise)
# Rescale images 0 - 1
gen_imgs = 0.5 * gen_imgs + 0.5
fig, axs = plt.subplots(r, c)
cnt = 0
for i in range(r):
for j in range(c):
axs[i, j].imshow(gen_imgs[cnt, :, :, 0], cmap='gray')
axs[i, j].axis('off')
cnt += 1
if not os.path.exists('images'):
os.makedirs('images')
fig.savefig(f"images/base_DCGAN_mnist_{epoch}.png")
plt.close()
def plot_scores(self, d_losses, g_losses, ssim_scores):
plt.figure(figsize=(10, 5))
plt.subplot(1, 2, 1)
plt.plot(d_losses, label="Discriminator loss")
plt.plot(g_losses, label="Generator loss")
plt.xlabel("Epoch")
plt.ylabel("Loss")
plt.legend()
plt.subplot(1, 2, 2)
plt.plot(ssim_scores, label="SSIM score")
plt.xlabel("Epoch")
plt.ylabel("SSIM score")
plt.legend()
if not os.path.exists('plots'):
os.makedirs('plots')
plt.savefig("plots/base_DCGAN_loss_ssim.png")
plt.show()
dcgan = base_DCGAN(28, 28, 1)
dcgan.train(epochs=5001, batch_size=256)
Model: "Discriminator"
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
conv2d (Conv2D) (None, 6, 6, 64) 640
leaky_re_lu (LeakyReLU) (None, 6, 6, 64) 0
dropout (Dropout) (None, 6, 6, 64) 0
conv2d_1 (Conv2D) (None, 3, 3, 128) 73856
leaky_re_lu_1 (LeakyReLU) (None, 3, 3, 128) 0
dropout_1 (Dropout) (None, 3, 3, 128) 0
conv2d_2 (Conv2D) (None, 2, 2, 128) 147584
leaky_re_lu_2 (LeakyReLU) (None, 2, 2, 128) 0
dropout_2 (Dropout) (None, 2, 2, 128) 0
flatten (Flatten) (None, 512) 0
dense (Dense) (None, 1) 513
=================================================================
Total params: 222,593
Trainable params: 222,593
Non-trainable params: 0
_________________________________________________________________
Model: "Generator"
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
dense_1 (Dense) (None, 12544) 1254400
batch_normalization (BatchN (None, 12544) 50176
ormalization)
re_lu (ReLU) (None, 12544) 0
reshape (Reshape) (None, 7, 7, 256) 0
conv2d_transpose (Conv2DTra (None, 14, 14, 128) 32768
nspose)
batch_normalization_1 (Batc (None, 14, 14, 128) 512
hNormalization)
re_lu_1 (ReLU) (None, 14, 14, 128) 0
conv2d_transpose_1 (Conv2DT (None, 14, 14, 128) 147456
ranspose)
batch_normalization_2 (Batc (None, 14, 14, 128) 512
hNormalization)
re_lu_2 (ReLU) (None, 14, 14, 128) 0
conv2d_transpose_2 (Conv2DT (None, 14, 14, 128) 147456
ranspose)
batch_normalization_3 (Batc (None, 14, 14, 128) 512
hNormalization)
re_lu_3 (ReLU) (None, 14, 14, 128) 0
conv2d_transpose_3 (Conv2DT (None, 28, 28, 128) 409600
ranspose)
batch_normalization_4 (Batc (None, 28, 28, 128) 512
hNormalization)
re_lu_4 (ReLU) (None, 28, 28, 128) 0
conv2d_transpose_4 (Conv2DT (None, 28, 28, 1) 1152
ranspose)
=================================================================
Total params: 2,045,056
Trainable params: 2,018,944
Non-trainable params: 26,112
_________________________________________________________________
8/8 [==============================] - 7s 18ms/step
0 [D loss: 0.695656955242157, acc.: 21.88%] [G loss: 0.6733997464179993] [SSIM: 0.0013452284163619477]
1/1 [==============================] - 0s 323ms/step
8/8 [==============================] - 0s 9ms/step
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50 [D loss: 0.07613926753401756, acc.: 99.80%] [G loss: 0.004071368835866451] [SSIM: 0.04629895835953664]
1/1 [==============================] - 0s 14ms/step
8/8 [==============================] - 0s 9ms/step
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100 [D loss: 0.008546354714781046, acc.: 99.80%] [G loss: 0.00035334183485247195] [SSIM: 0.054208753125415406]
1/1 [==============================] - 0s 16ms/step
8/8 [==============================] - 0s 8ms/step
8/8 [==============================] - 0s 10ms/step
8/8 [==============================] - 0s 9ms/step
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150 [D loss: 0.012548760510981083, acc.: 99.61%] [G loss: 3.843427111860365e-05] [SSIM: 0.046256060037034995]
1/1 [==============================] - 0s 19ms/step
8/8 [==============================] - 0s 8ms/step
8/8 [==============================] - 0s 9ms/step
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200 [D loss: 0.0066027583088725805, acc.: 99.80%] [G loss: 1.1206996532564517e-05] [SSIM: 0.0386629163450669]
1/1 [==============================] - 0s 15ms/step
8/8 [==============================] - 0s 9ms/step
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250 [D loss: 0.0017011853051371872, acc.: 100.00%] [G loss: 1.9058867110288702e-05] [SSIM: 0.0282376444512717]
1/1 [==============================] - 0s 25ms/step
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300 [D loss: 0.02539049065671861, acc.: 99.02%] [G loss: 0.349137544631958] [SSIM: 0.029052623228224134]
1/1 [==============================] - 0s 16ms/step
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350 [D loss: 0.029245249927043915, acc.: 100.00%] [G loss: 0.20802006125450134] [SSIM: 0.0012289576478996633]
1/1 [==============================] - 0s 18ms/step
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400 [D loss: 0.3008505702018738, acc.: 87.50%] [G loss: 0.605743944644928] [SSIM: 0.050877990421850365]
1/1 [==============================] - 0s 15ms/step
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450 [D loss: 0.712119460105896, acc.: 56.45%] [G loss: 0.7627622485160828] [SSIM: 0.11317321547184896]
1/1 [==============================] - 0s 18ms/step
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8/8 [==============================] - 0s 9ms/step
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500 [D loss: 0.6197063326835632, acc.: 64.65%] [G loss: 0.5414142608642578] [SSIM: 0.12274760728436086]
1/1 [==============================] - 0s 20ms/step
8/8 [==============================] - 0s 9ms/step
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550 [D loss: 0.6750340461730957, acc.: 58.79%] [G loss: 0.605366587638855] [SSIM: 0.08586074500493343]
1/1 [==============================] - 0s 18ms/step
8/8 [==============================] - 0s 8ms/step
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600 [D loss: 0.6842262148857117, acc.: 53.12%] [G loss: 0.5171382427215576] [SSIM: 0.11797905501921468]
1/1 [==============================] - 0s 20ms/step
8/8 [==============================] - 0s 9ms/step
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8/8 [==============================] - 0s 9ms/step
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650 [D loss: 0.687886506319046, acc.: 54.88%] [G loss: 0.704876184463501] [SSIM: 0.10585522731452335]
1/1 [==============================] - 0s 17ms/step
8/8 [==============================] - 0s 9ms/step
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700 [D loss: 0.7103868424892426, acc.: 48.44%] [G loss: 0.6903640627861023] [SSIM: 0.09348568135591656]
1/1 [==============================] - 0s 15ms/step
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750 [D loss: 0.7031279504299164, acc.: 50.39%] [G loss: 0.7015885710716248] [SSIM: 0.08976097605128698]
1/1 [==============================] - 0s 16ms/step
8/8 [==============================] - 0s 9ms/step
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800 [D loss: 0.6924709677696228, acc.: 52.54%] [G loss: 0.7101737260818481] [SSIM: 0.08607637078596307]
1/1 [==============================] - 0s 20ms/step
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850 [D loss: 0.7001007497310638, acc.: 49.02%] [G loss: 0.7202486395835876] [SSIM: 0.09625277538767034]
1/1 [==============================] - 0s 19ms/step
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900 [D loss: 0.6964005827903748, acc.: 50.00%] [G loss: 0.7418472170829773] [SSIM: 0.08678864817160636]
1/1 [==============================] - 0s 24ms/step
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950 [D loss: 0.7143194377422333, acc.: 43.95%] [G loss: 0.6570403575897217] [SSIM: 0.09363142657750309]
1/1 [==============================] - 0s 19ms/step
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1000 [D loss: 0.6775195002555847, acc.: 60.35%] [G loss: 0.6838874816894531] [SSIM: 0.10613069152233551]
1/1 [==============================] - 0s 22ms/step
8/8 [==============================] - 0s 10ms/step
8/8 [==============================] - 0s 8ms/step
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1050 [D loss: 0.7066046595573425, acc.: 44.14%] [G loss: 0.7248964309692383] [SSIM: 0.09021618814943422]
1/1 [==============================] - 0s 18ms/step
8/8 [==============================] - 0s 9ms/step
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8/8 [==============================] - 0s 9ms/step
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1100 [D loss: 0.6891810297966003, acc.: 51.95%] [G loss: 0.7103173136711121] [SSIM: 0.07511737034506816]
1/1 [==============================] - 0s 17ms/step
8/8 [==============================] - 0s 8ms/step
8/8 [==============================] - 0s 9ms/step
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1150 [D loss: 0.6899034380912781, acc.: 52.93%] [G loss: 0.690891444683075] [SSIM: 0.09213942996095384]
1/1 [==============================] - 0s 16ms/step
8/8 [==============================] - 0s 8ms/step
8/8 [==============================] - 0s 9ms/step
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1200 [D loss: 0.6723621785640717, acc.: 61.72%] [G loss: 0.7203525900840759] [SSIM: 0.08612669190526043]
1/1 [==============================] - 0s 19ms/step
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1250 [D loss: 0.6974377334117889, acc.: 48.83%] [G loss: 0.6867855191230774] [SSIM: 0.09033209414745644]
1/1 [==============================] - 0s 15ms/step
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1300 [D loss: 0.6920517086982727, acc.: 52.34%] [G loss: 0.687751054763794] [SSIM: 0.08163237650417898]
1/1 [==============================] - 0s 16ms/step
8/8 [==============================] - 0s 9ms/step
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1350 [D loss: 0.6764951050281525, acc.: 58.40%] [G loss: 0.7146891951560974] [SSIM: 0.07045174595244327]
1/1 [==============================] - 0s 16ms/step
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1400 [D loss: 0.6982041597366333, acc.: 48.24%] [G loss: 0.70164954662323] [SSIM: 0.06801736112131401]
1/1 [==============================] - 0s 18ms/step
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1450 [D loss: 0.7078738510608673, acc.: 44.34%] [G loss: 0.6894431114196777] [SSIM: 0.08382609035155997]
1/1 [==============================] - 0s 18ms/step
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1500 [D loss: 0.6869755983352661, acc.: 54.69%] [G loss: 0.7222198843955994] [SSIM: 0.09371302706957661]
1/1 [==============================] - 0s 20ms/step
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1550 [D loss: 0.7013302445411682, acc.: 46.48%] [G loss: 0.6989012956619263] [SSIM: 0.09084090558591101]
1/1 [==============================] - 0s 19ms/step
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1600 [D loss: 0.7058771550655365, acc.: 45.51%] [G loss: 0.6879837512969971] [SSIM: 0.08724406000398024]
1/1 [==============================] - 0s 16ms/step
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1650 [D loss: 0.6747784316539764, acc.: 61.72%] [G loss: 0.7194435000419617] [SSIM: 0.07047645830568008]
1/1 [==============================] - 0s 21ms/step
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1700 [D loss: 0.6884854435920715, acc.: 55.86%] [G loss: 0.7045445442199707] [SSIM: 0.06533606410332163]
1/1 [==============================] - 0s 16ms/step
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1750 [D loss: 0.6978731453418732, acc.: 49.22%] [G loss: 0.6952643990516663] [SSIM: 0.06353528613197622]
1/1 [==============================] - 0s 23ms/step
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1800 [D loss: 0.7109309732913971, acc.: 41.41%] [G loss: 0.6796060800552368] [SSIM: 0.07588282498600105]
1/1 [==============================] - 0s 15ms/step
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1850 [D loss: 0.701680451631546, acc.: 44.92%] [G loss: 0.697235107421875] [SSIM: 0.08658843849299802]
1/1 [==============================] - 0s 24ms/step
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1900 [D loss: 0.6875703632831573, acc.: 56.84%] [G loss: 0.7003300786018372] [SSIM: 0.08678636454021273]
1/1 [==============================] - 0s 21ms/step
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1950 [D loss: 0.6770024597644806, acc.: 60.35%] [G loss: 0.7252827882766724] [SSIM: 0.0923007368205504]
1/1 [==============================] - 0s 14ms/step
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2000 [D loss: 0.6839395463466644, acc.: 58.59%] [G loss: 0.7061294913291931] [SSIM: 0.0905406134952189]
1/1 [==============================] - 0s 18ms/step
8/8 [==============================] - 0s 9ms/step
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2050 [D loss: 0.6808070838451385, acc.: 60.55%] [G loss: 0.7184044122695923] [SSIM: 0.0965674694773676]
1/1 [==============================] - 0s 18ms/step
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2100 [D loss: 0.6831953525543213, acc.: 58.20%] [G loss: 0.7146912813186646] [SSIM: 0.08938095984048108]
1/1 [==============================] - 0s 30ms/step
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2150 [D loss: 0.6774508953094482, acc.: 62.89%] [G loss: 0.7143086194992065] [SSIM: 0.09880601870211293]
1/1 [==============================] - 0s 21ms/step
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2200 [D loss: 0.6798290014266968, acc.: 59.96%] [G loss: 0.7071695923805237] [SSIM: 0.09028160591959095]
1/1 [==============================] - 0s 16ms/step
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2250 [D loss: 0.6920072734355927, acc.: 50.59%] [G loss: 0.6941623687744141] [SSIM: 0.08380538394203256]
1/1 [==============================] - 0s 17ms/step
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2300 [D loss: 0.7061803638935089, acc.: 42.58%] [G loss: 0.6842252016067505] [SSIM: 0.07673272015226176]
1/1 [==============================] - 0s 23ms/step
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2350 [D loss: 0.6789610683917999, acc.: 58.20%] [G loss: 0.7171381115913391] [SSIM: 0.0736415880868509]
1/1 [==============================] - 0s 18ms/step
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2400 [D loss: 0.6962155699729919, acc.: 48.83%] [G loss: 0.7027231454849243] [SSIM: 0.09656030766486816]
1/1 [==============================] - 0s 18ms/step
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2450 [D loss: 0.6845383048057556, acc.: 58.01%] [G loss: 0.7108073830604553] [SSIM: 0.0973954776496202]
1/1 [==============================] - 0s 17ms/step
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2500 [D loss: 0.6947026252746582, acc.: 50.78%] [G loss: 0.6898861527442932] [SSIM: 0.08952060909585592]
1/1 [==============================] - 0s 18ms/step
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2550 [D loss: 0.6897866427898407, acc.: 52.15%] [G loss: 0.7079247236251831] [SSIM: 0.07189619844490297]
1/1 [==============================] - 0s 14ms/step
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2600 [D loss: 0.6886569261550903, acc.: 52.34%] [G loss: 0.7079794406890869] [SSIM: 0.08342880508867226]
1/1 [==============================] - 0s 19ms/step
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2650 [D loss: 0.6873185038566589, acc.: 57.03%] [G loss: 0.7091476321220398] [SSIM: 0.0875724346172399]
1/1 [==============================] - 0s 15ms/step
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2700 [D loss: 0.6961132884025574, acc.: 49.41%] [G loss: 0.6988691687583923] [SSIM: 0.08069645341350964]
1/1 [==============================] - 0s 22ms/step
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2750 [D loss: 0.6768697500228882, acc.: 60.35%] [G loss: 0.7344977259635925] [SSIM: 0.06944032452106452]
1/1 [==============================] - 0s 19ms/step
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2800 [D loss: 0.6973729431629181, acc.: 50.20%] [G loss: 0.7009743452072144] [SSIM: 0.08797273778387686]
1/1 [==============================] - 0s 15ms/step
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2850 [D loss: 0.6772026717662811, acc.: 60.55%] [G loss: 0.7178325653076172] [SSIM: 0.1110942044052319]
1/1 [==============================] - 0s 16ms/step
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2900 [D loss: 0.6879525482654572, acc.: 53.52%] [G loss: 0.7069392800331116] [SSIM: 0.07654545448590734]
1/1 [==============================] - 0s 21ms/step
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2950 [D loss: 0.6964028477668762, acc.: 51.37%] [G loss: 0.6964460015296936] [SSIM: 0.09697703820538306]
1/1 [==============================] - 0s 19ms/step
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3000 [D loss: 0.6755213737487793, acc.: 64.84%] [G loss: 0.7234465479850769] [SSIM: 0.11263369452157777]
1/1 [==============================] - 0s 24ms/step
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3050 [D loss: 0.6886798441410065, acc.: 55.08%] [G loss: 0.7064158916473389] [SSIM: 0.08337299328104487]
1/1 [==============================] - 0s 20ms/step
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3100 [D loss: 0.6978166699409485, acc.: 49.02%] [G loss: 0.7006862163543701] [SSIM: 0.09198797189430116]
1/1 [==============================] - 0s 16ms/step
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3150 [D loss: 0.6745767891407013, acc.: 62.70%] [G loss: 0.7043101787567139] [SSIM: 0.09771646313692045]
1/1 [==============================] - 0s 19ms/step
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3200 [D loss: 0.6860285997390747, acc.: 56.05%] [G loss: 0.7108172178268433] [SSIM: 0.07983925000067492]
1/1 [==============================] - 0s 23ms/step
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3250 [D loss: 0.6879662871360779, acc.: 53.52%] [G loss: 0.6991779804229736] [SSIM: 0.09025996692925063]
1/1 [==============================] - 0s 18ms/step
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3300 [D loss: 0.7003407776355743, acc.: 47.85%] [G loss: 0.6866206526756287] [SSIM: 0.09852137039954913]
1/1 [==============================] - 0s 16ms/step
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3350 [D loss: 0.6861902475357056, acc.: 57.23%] [G loss: 0.7072092890739441] [SSIM: 0.07702047983316668]
1/1 [==============================] - 0s 20ms/step
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3400 [D loss: 0.6902458965778351, acc.: 55.08%] [G loss: 0.7153829336166382] [SSIM: 0.09328742550826163]
1/1 [==============================] - 0s 21ms/step
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3450 [D loss: 0.6972186267375946, acc.: 46.68%] [G loss: 0.7026258111000061] [SSIM: 0.09340426481522546]
1/1 [==============================] - 0s 19ms/step
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3500 [D loss: 0.6886060237884521, acc.: 55.66%] [G loss: 0.7106804251670837] [SSIM: 0.09436804126039774]
1/1 [==============================] - 0s 22ms/step
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3550 [D loss: 0.6746246814727783, acc.: 64.06%] [G loss: 0.7042307257652283] [SSIM: 0.1073430532424106]
1/1 [==============================] - 0s 19ms/step
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3600 [D loss: 0.6987553536891937, acc.: 48.24%] [G loss: 0.7036174535751343] [SSIM: 0.07142179576768096]
1/1 [==============================] - 0s 16ms/step
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3650 [D loss: 0.6988085210323334, acc.: 49.22%] [G loss: 0.7050902247428894] [SSIM: 0.10174135507845555]
1/1 [==============================] - 0s 17ms/step
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3700 [D loss: 0.6887580156326294, acc.: 54.88%] [G loss: 0.6953221559524536] [SSIM: 0.10482179766014281]
1/1 [==============================] - 0s 20ms/step
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3750 [D loss: 0.6825490295886993, acc.: 57.23%] [G loss: 0.7088406682014465] [SSIM: 0.07651002781282185]
1/1 [==============================] - 0s 23ms/step
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3800 [D loss: 0.6895640790462494, acc.: 54.88%] [G loss: 0.7077004313468933] [SSIM: 0.11012389124698518]
1/1 [==============================] - 0s 19ms/step
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3850 [D loss: 0.6917915940284729, acc.: 50.98%] [G loss: 0.7111889719963074] [SSIM: 0.09508080820794929]
1/1 [==============================] - 0s 24ms/step
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3900 [D loss: 0.7009421586990356, acc.: 47.46%] [G loss: 0.7043250799179077] [SSIM: 0.09693567476611928]
1/1 [==============================] - 0s 23ms/step
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3950 [D loss: 0.6981680393218994, acc.: 46.09%] [G loss: 0.7048511505126953] [SSIM: 0.08330828670934573]
1/1 [==============================] - 0s 19ms/step
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4000 [D loss: 0.6916132867336273, acc.: 55.08%] [G loss: 0.702048659324646] [SSIM: 0.1115409140051437]
1/1 [==============================] - 0s 19ms/step
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4050 [D loss: 0.6939994096755981, acc.: 51.95%] [G loss: 0.6950826048851013] [SSIM: 0.08879877385690697]
1/1 [==============================] - 0s 20ms/step
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4100 [D loss: 0.6911953985691071, acc.: 51.17%] [G loss: 0.7001767158508301] [SSIM: 0.11843589219473802]
1/1 [==============================] - 0s 18ms/step
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4150 [D loss: 0.6953502297401428, acc.: 50.98%] [G loss: 0.7034707069396973] [SSIM: 0.09055920679743562]
1/1 [==============================] - 0s 22ms/step
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4200 [D loss: 0.6944974958896637, acc.: 49.41%] [G loss: 0.6941210031509399] [SSIM: 0.10009810659750733]
1/1 [==============================] - 0s 18ms/step
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4250 [D loss: 0.6899378597736359, acc.: 52.15%] [G loss: 0.7125893831253052] [SSIM: 0.09217652130156487]
1/1 [==============================] - 0s 22ms/step
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4300 [D loss: 0.6928929090499878, acc.: 51.95%] [G loss: 0.7067963480949402] [SSIM: 0.10614063922551314]
1/1 [==============================] - 0s 20ms/step
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4350 [D loss: 0.6963339447975159, acc.: 47.66%] [G loss: 0.6918575763702393] [SSIM: 0.10240706001662986]
1/1 [==============================] - 0s 20ms/step
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4400 [D loss: 0.6949754059314728, acc.: 48.83%] [G loss: 0.706230878829956] [SSIM: 0.10783503749164156]
1/1 [==============================] - 0s 17ms/step
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4450 [D loss: 0.695989191532135, acc.: 48.05%] [G loss: 0.6974220275878906] [SSIM: 0.10650300189089171]
1/1 [==============================] - 0s 20ms/step
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4500 [D loss: 0.6935722231864929, acc.: 51.76%] [G loss: 0.7047101855278015] [SSIM: 0.1012536745071901]
1/1 [==============================] - 0s 21ms/step
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4550 [D loss: 0.6914897561073303, acc.: 53.52%] [G loss: 0.7009993195533752] [SSIM: 0.07873924539361449]
1/1 [==============================] - 0s 20ms/step
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4600 [D loss: 0.6913070678710938, acc.: 52.93%] [G loss: 0.7062520384788513] [SSIM: 0.10067265866511176]
1/1 [==============================] - 0s 21ms/step
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4650 [D loss: 0.6922692358493805, acc.: 52.34%] [G loss: 0.7099652290344238] [SSIM: 0.079992804204773]
1/1 [==============================] - 0s 15ms/step
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4700 [D loss: 0.6941869854927063, acc.: 50.78%] [G loss: 0.6880807876586914] [SSIM: 0.10979809153083364]
1/1 [==============================] - 0s 18ms/step
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4750 [D loss: 0.7003628313541412, acc.: 47.27%] [G loss: 0.696241557598114] [SSIM: 0.10715773365112863]
1/1 [==============================] - 0s 19ms/step
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4800 [D loss: 0.6904184222221375, acc.: 54.49%] [G loss: 0.7008460164070129] [SSIM: 0.08753899482943839]
1/1 [==============================] - 0s 15ms/step
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4850 [D loss: 0.692227840423584, acc.: 52.54%] [G loss: 0.7055754661560059] [SSIM: 0.12620322926843625]
1/1 [==============================] - 0s 34ms/step
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4900 [D loss: 0.6916103065013885, acc.: 53.91%] [G loss: 0.7072383165359497] [SSIM: 0.09830943840792104]
1/1 [==============================] - 0s 36ms/step
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4950 [D loss: 0.6976853609085083, acc.: 47.07%] [G loss: 0.694736659526825] [SSIM: 0.10324792672618927]
1/1 [==============================] - 0s 37ms/step
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5000 [D loss: 0.6888805031776428, acc.: 57.03%] [G loss: 0.7178719639778137] [SSIM: 0.09885575891045212]
1/1 [==============================] - 0s 30ms/step
Hypertuned DCGAN¶
from numpy import expand_dims, zeros, ones, vstack
from numpy.random import randn, randint
from keras.optimizers import Adam
from keras.models import Sequential
from keras.layers import Dense, Reshape, Flatten, Conv2D, Conv2DTranspose, LeakyReLU, Dropout
from matplotlib import pyplot
import numpy as np
from skimage.metrics import structural_similarity as ssim
# define the standalone discriminator model
def define_discriminator(in_shape=(28, 28, 1)):
model = Sequential()
# normal
model.add(Conv2D(64, (3,3), padding='same', input_shape=in_shape))
model.add(LeakyReLU(alpha=0.2))
# downsample
model.add(Conv2D(64, (3,3), strides=(2,2), padding='same'))
model.add(LeakyReLU(alpha=0.2))
# downsample
model.add(Conv2D(128, (3,3), strides=(2,2), padding='same'))
model.add(LeakyReLU(alpha=0.2))
# downsample
model.add(Conv2D(128, (3,3), strides=(2,2), padding='same'))
model.add(LeakyReLU(alpha=0.2))
# classifier
model.add(Flatten())
model.add(Dropout(0.4))
model.add(Dense(1, activation='sigmoid'))
# compile model
opt = Adam(lr=0.0002, beta_1=0.5)
model.compile(loss='binary_crossentropy', optimizer=opt, metrics=['accuracy'])
return model
# define the standalone generator model
def define_generator(latent_dim):
model = Sequential()
# foundation for 7x7 image
n_nodes = 256 * 7 * 7
model.add(Dense(n_nodes, input_dim=latent_dim))
model.add(LeakyReLU(alpha=0.2))
model.add(Reshape((7, 7, 256)))
# upsample to 14x14
model.add(Conv2DTranspose(128, (4,4), strides=(2,2), padding='same'))
model.add(LeakyReLU(alpha=0.2))
# upsample to 28x28
model.add(Conv2DTranspose(192, (4,4), strides=(2,2), padding='same'))
model.add(LeakyReLU(alpha=0.2))
# output layer
model.add(Conv2D(1, (7,7), activation='tanh', padding='same'))
return model
# define the combined generator and discriminator model, for updating the generator
def define_gan(g_model, d_model):
# make weights in the discriminator not trainable
d_model.trainable = False
# connect them
model = Sequential()
# add generator
model.add(g_model)
# add the discriminator
model.add(d_model)
# compile model
opt = Adam(lr=0.0002, beta_1=0.5)
model.compile(loss='binary_crossentropy', optimizer=opt)
return model
def load_real_samples():
# Assuming withoutBlankArr is a numpy array of shape (num_samples, 28, 28)
X = (withoutBlankArr - 127.5) / 127.5
X = np.expand_dims(X, axis=-1) # Expand to (num_samples, 28, 28, 1)
return X.astype('float32')
# select real samples
def generate_real_samples(dataset, n_samples):
# choose random instances
ix = randint(0, dataset.shape[0], n_samples)
# retrieve selected images
X = dataset[ix]
# generate 'real' class labels (1)
y = ones((n_samples, 1))
return X, y
# generate points in latent space as input for the generator
def generate_latent_points(latent_dim, n_samples):
# generate points in the latent space
x_input = randn(latent_dim * n_samples)
# reshape into a batch of inputs for the network
x_input = x_input.reshape(n_samples, latent_dim)
return x_input
# use the generator to generate n fake examples, with class labels
def generate_fake_samples(g_model, latent_dim, n_samples):
# generate points in latent space
x_input = generate_latent_points(latent_dim, n_samples)
# predict outputs
X = g_model.predict(x_input)
# create 'fake' class labels (0)
y = zeros((n_samples, 1))
return X, y
# create and save a plot of generated images
def save_plot(examples, epoch, n=7):
# scale from [-1,1] to [0,1]
examples = (examples + 1) / 2.0
# plot images
for i in range(n * n):
# define subplot
pyplot.subplot(n, n, 1 + i)
# turn off axis
pyplot.axis('off')
# plot raw pixel data
pyplot.imshow(examples[i, :, :, 0], cmap='gray')
# save plot to file
filename = 'hypertuned_DCGAN_e%03d.png' % (epoch+1)
pyplot.savefig(filename)
pyplot.close()
# calculate SSIM scores
def calculate_ssim(real_images, generated_images):
ssim_scores = []
# Ensure both arrays have the same number of images
num_images = min(len(real_images), len(generated_images))
for i in range(num_images):
score, _ = ssim(real_images[i].reshape(28, 28), generated_images[i].reshape(28, 28), full=True, data_range=real_images[i].max() - real_images[i].min())
ssim_scores.append(score)
return np.mean(ssim_scores) if ssim_scores else 0
# evaluate the discriminator, plot generated images, save generator model
def summarize_performance(epoch, g_model, d_model, dataset, latent_dim, n_samples=150):
# prepare real samples
X_real, y_real = generate_real_samples(dataset, n_samples)
# evaluate discriminator on real examples
_, acc_real = d_model.evaluate(X_real, y_real, verbose=0)
# prepare fake examples
x_fake, y_fake = generate_fake_samples(g_model, latent_dim, n_samples)
# evaluate discriminator on fake examples
_, acc_fake = d_model.evaluate(x_fake, y_fake, verbose=0)
# summarize discriminator performance
print('>Accuracy real: %.0f%%, fake: %.0f%%' % (acc_real*100, acc_fake*100))
# calculate SSIM score
ssim_score = calculate_ssim(X_real, x_fake)
print('>SSIM score: %.4f' % ssim_score)
# save plot
save_plot(x_fake, epoch)
# save the generator model tile file
filename = 'hypertuned_DCGAN_%03d.h5' % (epoch+1)
g_model.save(filename)
# train the generator and discriminator
def train(g_model, d_model, gan_model, dataset, latent_dim, n_epochs=101, n_batch=128):
bat_per_epo = int(dataset.shape[0] / n_batch)
half_batch = int(n_batch / 2)
# to store losses and SSIM scores
d_loss1_list, d_loss2_list, g_loss_list = [], [], []
ssim_list = []
# manually enumerate epochs
for i in range(n_epochs):
# enumerate batches over the training set
for j in range(bat_per_epo):
# get randomly selected 'real' samples
X_real, y_real = generate_real_samples(dataset, half_batch)
# update discriminator model weights
d_loss1, _ = d_model.train_on_batch(X_real, y_real)
# generate 'fake' examples
X_fake, y_fake = generate_fake_samples(g_model, latent_dim, half_batch)
# update discriminator model weights
d_loss2, _ = d_model.train_on_batch(X_fake, y_fake)
# prepare points in latent space as input for the generator
X_gan = generate_latent_points(latent_dim, n_batch)
# create inverted labels for the fake samples
y_gan = ones((n_batch, 1))
# update the generator via the discriminator's error
g_loss = gan_model.train_on_batch(X_gan, y_gan)
# record losses
d_loss1_list.append(d_loss1)
d_loss2_list.append(d_loss2)
g_loss_list.append(g_loss)
# summarize loss on this batch
print('>%d, %d/%d, d1=%.3f, d2=%.3f g=%.3f' %
(i+1, j+1, bat_per_epo, d_loss1, d_loss2, g_loss))
# Calculate SSIM for generated images
X_fake = (X_fake + 1) / 2.0 # Rescale to [0,1]
ssim_scores = calculate_ssim(dataset, X_fake)
ssim_list.append(ssim_scores)
# evaluate the model performance, sometimes
if (i+1) % 10 == 0:
summarize_performance(i, g_model, d_model, dataset, latent_dim)
# plot loss
plt.figure(figsize=(10, 5))
plt.plot(d_loss1_list, label='d_loss_real')
plt.plot(d_loss2_list, label='d_loss_fake')
plt.plot(g_loss_list, label='g_loss')
plt.xlabel('Batch')
plt.ylabel('Loss')
plt.legend()
plt.title('Discriminator and Generator Loss')
plt.savefig('hypertuned_DCGAN_loss_plot.png')
plt.close()
# plot SSIM
plt.figure(figsize=(10, 5))
plt.plot(ssim_scores, label='SSIM Score')
plt.xlabel('Epoch')
plt.ylabel('SSIM')
plt.legend()
plt.title('SSIM Score over Epochs')
plt.savefig('hypertuned_DCGAN_ssim_plot.png')
plt.close()
# size of the latent space
latent_dim = 100
# create the discriminator
d_model = define_discriminator()
# create the generator
g_model = define_generator(latent_dim)
# create the gan
gan_model = define_gan(g_model, d_model)
# load image data
dataset = load_real_samples()
# train model
train(g_model, d_model, gan_model, dataset, latent_dim)
c:\Users\junyi\anaconda3\envs\gpu_env\lib\site-packages\keras\optimizers\optimizer_v2\adam.py:114: UserWarning: The `lr` argument is deprecated, use `learning_rate` instead. super().__init__(name, **kwargs)
2/2 [==============================] - 0s 11ms/step >1, 1/693, d1=0.705, d2=0.695 g=0.692 2/2 [==============================] - 0s 20ms/step >1, 2/693, d1=0.646, d2=0.697 g=0.690 2/2 [==============================] - 0s 17ms/step >1, 3/693, d1=0.588, d2=0.703 g=0.683 2/2 [==============================] - 0s 17ms/step >1, 4/693, d1=0.524, d2=0.720 g=0.667 2/2 [==============================] - 0s 18ms/step >1, 5/693, d1=0.448, d2=0.757 g=0.636 2/2 [==============================] - 0s 18ms/step >1, 6/693, d1=0.366, d2=0.823 g=0.593 2/2 [==============================] - 0s 18ms/step >1, 7/693, d1=0.317, d2=0.908 g=0.557 2/2 [==============================] - 0s 16ms/step >1, 8/693, d1=0.293, d2=0.953 g=0.550 2/2 [==============================] - 0s 18ms/step >1, 9/693, d1=0.295, d2=0.925 g=0.578 2/2 [==============================] - 0s 18ms/step >1, 10/693, d1=0.289, d2=0.839 g=0.633 2/2 [==============================] - 0s 16ms/step >1, 11/693, d1=0.300, d2=0.757 g=0.700 2/2 [==============================] - 0s 17ms/step >1, 12/693, d1=0.263, d2=0.688 g=0.781 2/2 [==============================] - 0s 18ms/step >1, 13/693, d1=0.244, d2=0.597 g=0.894 2/2 [==============================] - 0s 18ms/step >1, 14/693, d1=0.176, d2=0.509 g=1.044 2/2 [==============================] - 0s 18ms/step >1, 15/693, d1=0.156, d2=0.419 g=1.248 2/2 [==============================] - 0s 19ms/step >1, 16/693, d1=0.142, d2=0.321 g=1.509 2/2 [==============================] - 0s 17ms/step >1, 17/693, d1=0.091, d2=0.229 g=1.852 2/2 [==============================] - 0s 17ms/step >1, 18/693, d1=0.052, d2=0.154 g=2.261 2/2 [==============================] - 0s 19ms/step >1, 19/693, d1=0.080, d2=0.105 g=2.569 2/2 [==============================] - 0s 18ms/step >1, 20/693, d1=0.073, d2=0.081 g=2.827 2/2 [==============================] - 0s 19ms/step >1, 21/693, d1=0.052, d2=0.065 g=3.030 2/2 [==============================] - 0s 17ms/step >1, 22/693, d1=0.048, d2=0.084 g=2.803 2/2 [==============================] - 0s 18ms/step >1, 23/693, d1=0.045, d2=0.181 g=2.121 2/2 [==============================] - 0s 18ms/step >1, 24/693, d1=0.071, d2=0.501 g=1.322 2/2 [==============================] - 0s 18ms/step >1, 25/693, d1=0.021, d2=1.074 g=0.665 2/2 [==============================] - 0s 21ms/step >1, 26/693, d1=0.118, d2=2.235 g=0.252 2/2 [==============================] - 0s 17ms/step >1, 27/693, d1=0.196, d2=2.718 g=0.193 2/2 [==============================] - 0s 17ms/step >1, 28/693, d1=0.193, d2=2.425 g=0.243 2/2 [==============================] - 0s 18ms/step >1, 29/693, d1=0.160, d2=1.802 g=0.432 2/2 [==============================] - 0s 18ms/step >1, 30/693, d1=0.194, d2=1.054 g=0.787 2/2 [==============================] - 0s 17ms/step >1, 31/693, d1=0.246, d2=0.493 g=1.390 2/2 [==============================] - 0s 17ms/step >1, 32/693, d1=0.206, d2=0.324 g=1.571 2/2 [==============================] - 0s 18ms/step >1, 33/693, d1=0.196, d2=0.355 g=1.338 2/2 [==============================] - 0s 18ms/step >1, 34/693, d1=0.166, d2=0.437 g=1.069 2/2 [==============================] - 0s 20ms/step >1, 35/693, d1=0.110, d2=0.528 g=0.908 2/2 [==============================] - 0s 20ms/step >1, 36/693, d1=0.085, d2=0.581 g=0.828 2/2 [==============================] - 0s 20ms/step >1, 37/693, d1=0.046, d2=0.614 g=0.785 2/2 [==============================] - 0s 19ms/step >1, 38/693, d1=0.048, d2=0.641 g=0.759 2/2 [==============================] - 0s 17ms/step >1, 39/693, d1=0.038, d2=0.660 g=0.739 2/2 [==============================] - 0s 16ms/step >1, 40/693, d1=0.026, d2=0.671 g=0.729 2/2 [==============================] - 0s 17ms/step >1, 41/693, d1=0.022, d2=0.683 g=0.722 2/2 [==============================] - 0s 18ms/step >1, 42/693, d1=0.030, d2=0.707 g=0.703 2/2 [==============================] - 0s 19ms/step >1, 43/693, d1=0.025, d2=0.722 g=0.691 2/2 [==============================] - 0s 18ms/step >1, 44/693, d1=0.024, d2=0.737 g=0.683 2/2 [==============================] - 0s 20ms/step >1, 45/693, d1=0.037, d2=0.744 g=0.685 2/2 [==============================] - 0s 18ms/step >1, 46/693, d1=0.047, d2=0.743 g=0.712 2/2 [==============================] - 0s 17ms/step >1, 47/693, d1=0.063, d2=0.695 g=0.754 2/2 [==============================] - 0s 17ms/step >1, 48/693, d1=0.072, d2=0.645 g=0.819 2/2 [==============================] - 0s 20ms/step >1, 49/693, d1=0.080, d2=0.589 g=0.879 2/2 [==============================] - 0s 17ms/step >1, 50/693, d1=0.099, d2=0.564 g=0.910 2/2 [==============================] - 0s 19ms/step >1, 51/693, d1=0.099, d2=0.549 g=0.918 2/2 [==============================] - 0s 15ms/step >1, 52/693, d1=0.093, d2=0.558 g=0.919 2/2 [==============================] - 0s 21ms/step >1, 53/693, d1=0.070, d2=0.548 g=0.929 2/2 [==============================] - 0s 19ms/step >1, 54/693, d1=0.041, d2=0.561 g=0.908 2/2 [==============================] - 0s 19ms/step >1, 55/693, d1=0.085, d2=0.580 g=0.850 2/2 [==============================] - 0s 18ms/step >1, 56/693, d1=0.043, d2=0.623 g=0.833 2/2 [==============================] - 0s 20ms/step >1, 57/693, d1=0.041, d2=0.613 g=0.884 2/2 [==============================] - 0s 19ms/step >1, 58/693, d1=0.058, d2=0.533 g=0.974 2/2 [==============================] - 0s 19ms/step >1, 59/693, d1=0.056, d2=0.484 g=1.054 2/2 [==============================] - 0s 20ms/step >1, 60/693, d1=0.064, d2=0.452 g=1.086 2/2 [==============================] - 0s 20ms/step >1, 61/693, d1=0.068, d2=0.455 g=1.048 2/2 [==============================] - 0s 20ms/step >1, 62/693, d1=0.034, d2=0.504 g=0.991 2/2 [==============================] - 0s 19ms/step >1, 63/693, d1=0.020, d2=0.640 g=0.932 2/2 [==============================] - 0s 20ms/step >1, 64/693, d1=0.046, d2=0.513 g=1.231 2/2 [==============================] - 0s 19ms/step >1, 65/693, d1=0.033, d2=0.379 g=1.356 2/2 [==============================] - 0s 20ms/step >1, 66/693, d1=0.031, d2=0.387 g=1.271 2/2 [==============================] - 0s 20ms/step >1, 67/693, d1=0.028, d2=0.385 g=1.385 2/2 [==============================] - 0s 20ms/step >1, 68/693, d1=0.050, d2=0.338 g=1.576 2/2 [==============================] - 0s 20ms/step >1, 69/693, d1=0.062, d2=0.299 g=1.836 2/2 [==============================] - 0s 20ms/step >1, 70/693, d1=0.077, d2=0.286 g=1.775 2/2 [==============================] - 0s 20ms/step >1, 71/693, d1=0.045, d2=0.293 g=1.990 2/2 [==============================] - 0s 21ms/step >1, 72/693, d1=0.111, d2=0.338 g=1.977 2/2 [==============================] - 0s 20ms/step >1, 73/693, d1=0.023, d2=0.203 g=2.683 2/2 [==============================] - 0s 22ms/step >1, 74/693, d1=0.140, d2=0.572 g=2.884 2/2 [==============================] - 0s 19ms/step >1, 75/693, d1=0.192, d2=0.509 g=3.637 2/2 [==============================] - 0s 17ms/step >1, 76/693, d1=0.605, d2=0.767 g=1.637 2/2 [==============================] - 0s 19ms/step >1, 77/693, d1=0.008, d2=0.504 g=2.601 2/2 [==============================] - 0s 19ms/step >1, 78/693, d1=0.256, d2=0.552 g=2.603 2/2 [==============================] - 0s 20ms/step >1, 79/693, d1=0.383, d2=0.344 g=2.756 2/2 [==============================] - 0s 18ms/step >1, 80/693, d1=0.056, d2=0.519 g=2.787 2/2 [==============================] - 0s 18ms/step >1, 81/693, d1=0.452, d2=1.862 g=3.077 2/2 [==============================] - 0s 18ms/step >1, 82/693, d1=1.700, d2=1.389 g=2.329 2/2 [==============================] - 0s 18ms/step >1, 83/693, d1=0.362, d2=0.116 g=3.111 2/2 [==============================] - 0s 19ms/step >1, 84/693, d1=0.292, d2=0.112 g=2.728 2/2 [==============================] - 0s 20ms/step >1, 85/693, d1=0.171, d2=0.154 g=2.706 2/2 [==============================] - 0s 19ms/step >1, 86/693, d1=0.136, d2=0.226 g=2.872 2/2 [==============================] - 0s 19ms/step >1, 87/693, d1=0.223, d2=0.478 g=2.571 2/2 [==============================] - 0s 18ms/step >1, 88/693, d1=0.216, d2=0.868 g=2.136 2/2 [==============================] - 0s 17ms/step >1, 89/693, d1=0.528, d2=1.381 g=1.509 2/2 [==============================] - 0s 17ms/step >1, 90/693, d1=1.288, d2=1.018 g=2.364 2/2 [==============================] - 0s 18ms/step >1, 91/693, d1=0.622, d2=0.103 g=3.020 2/2 [==============================] - 0s 18ms/step >1, 92/693, d1=0.261, d2=0.247 g=2.246 2/2 [==============================] - 0s 18ms/step >1, 93/693, d1=0.156, d2=0.592 g=1.963 2/2 [==============================] - 0s 19ms/step >1, 94/693, d1=0.187, d2=0.789 g=2.172 2/2 [==============================] - 0s 18ms/step >1, 95/693, d1=0.539, d2=0.575 g=1.684 2/2 [==============================] - 0s 15ms/step >1, 96/693, d1=0.702, d2=0.619 g=1.499 2/2 [==============================] - 0s 17ms/step >1, 97/693, d1=0.619, d2=0.611 g=1.779 2/2 [==============================] - 0s 18ms/step >1, 98/693, d1=0.609, d2=0.324 g=1.848 2/2 [==============================] - 0s 19ms/step >1, 99/693, d1=0.397, d2=0.380 g=1.978 2/2 [==============================] - 0s 19ms/step >1, 100/693, d1=0.368, d2=0.398 g=2.070 2/2 [==============================] - 0s 18ms/step >1, 101/693, d1=0.349, d2=0.361 g=1.900 2/2 [==============================] - 0s 18ms/step >1, 102/693, d1=0.424, d2=0.699 g=1.873 2/2 [==============================] - 0s 17ms/step >1, 103/693, d1=0.557, d2=0.764 g=1.552 2/2 [==============================] - 0s 17ms/step >1, 104/693, d1=0.749, d2=0.744 g=1.534 2/2 [==============================] - 0s 17ms/step >1, 105/693, d1=0.681, d2=0.625 g=1.464 2/2 [==============================] - 0s 21ms/step >1, 106/693, d1=0.702, d2=0.678 g=1.777 2/2 [==============================] - 0s 18ms/step >1, 107/693, d1=0.488, d2=0.422 g=2.042 2/2 [==============================] - 0s 18ms/step >1, 108/693, d1=0.619, d2=0.495 g=1.564 2/2 [==============================] - 0s 18ms/step >1, 109/693, d1=0.482, d2=0.653 g=1.584 2/2 [==============================] - 0s 19ms/step >1, 110/693, d1=0.614, d2=0.656 g=1.467 2/2 [==============================] - 0s 18ms/step >1, 111/693, d1=0.648, d2=0.714 g=1.416 2/2 [==============================] - 0s 18ms/step >1, 112/693, d1=0.602, d2=0.577 g=1.444 2/2 [==============================] - 0s 18ms/step >1, 113/693, d1=0.952, d2=0.655 g=1.130 2/2 [==============================] - 0s 21ms/step >1, 114/693, d1=0.574, d2=0.648 g=1.301 2/2 [==============================] - 0s 18ms/step >1, 115/693, d1=0.556, d2=0.598 g=1.503 2/2 [==============================] - 0s 18ms/step >1, 116/693, d1=0.779, d2=0.568 g=1.279 2/2 [==============================] - 0s 20ms/step >1, 117/693, d1=0.525, d2=0.599 g=1.271 2/2 [==============================] - 0s 17ms/step >1, 118/693, d1=0.572, d2=0.634 g=1.317 2/2 [==============================] - 0s 17ms/step >1, 119/693, d1=0.617, d2=0.530 g=1.329 2/2 [==============================] - 0s 19ms/step >1, 120/693, d1=0.666, d2=0.598 g=1.332 2/2 [==============================] - 0s 17ms/step >1, 121/693, d1=0.678, d2=0.533 g=1.414 2/2 [==============================] - 0s 18ms/step >1, 122/693, d1=0.540, d2=0.486 g=1.487 2/2 [==============================] - 0s 19ms/step >1, 123/693, d1=0.611, d2=0.475 g=1.518 2/2 [==============================] - 0s 16ms/step >1, 124/693, d1=0.573, d2=0.527 g=1.459 2/2 [==============================] - 0s 20ms/step >1, 125/693, d1=0.708, d2=0.551 g=1.277 2/2 [==============================] - 0s 17ms/step >1, 126/693, d1=0.444, d2=0.571 g=1.434 2/2 [==============================] - 0s 18ms/step >1, 127/693, d1=0.641, d2=0.518 g=1.407 2/2 [==============================] - 0s 18ms/step >1, 128/693, d1=0.574, d2=0.526 g=1.357 2/2 [==============================] - 0s 19ms/step >1, 129/693, d1=0.529, d2=0.487 g=1.360 2/2 [==============================] - 0s 20ms/step >1, 130/693, d1=0.574, d2=0.543 g=1.428 2/2 [==============================] - 0s 19ms/step >1, 131/693, d1=0.595, d2=0.547 g=1.294 2/2 [==============================] - 0s 24ms/step >1, 132/693, d1=0.628, d2=0.573 g=1.325 2/2 [==============================] - 0s 18ms/step >1, 133/693, d1=0.631, d2=0.631 g=1.381 2/2 [==============================] - 0s 20ms/step >1, 134/693, d1=0.695, d2=0.578 g=1.334 2/2 [==============================] - 0s 20ms/step >1, 135/693, d1=0.672, d2=0.636 g=1.359 2/2 [==============================] - 0s 22ms/step >1, 136/693, d1=0.598, d2=0.523 g=1.373 2/2 [==============================] - 0s 18ms/step >1, 137/693, d1=0.751, d2=0.585 g=1.306 2/2 [==============================] - 0s 20ms/step >1, 138/693, d1=0.638, d2=0.654 g=1.326 2/2 [==============================] - 0s 20ms/step >1, 139/693, d1=0.763, d2=0.617 g=1.227 2/2 [==============================] - 0s 20ms/step >1, 140/693, d1=0.708, d2=0.680 g=1.216 2/2 [==============================] - 0s 21ms/step >1, 141/693, d1=0.735, d2=0.658 g=1.166 2/2 [==============================] - 0s 18ms/step >1, 142/693, d1=0.695, d2=0.654 g=1.154 2/2 [==============================] - 0s 20ms/step >1, 143/693, d1=0.780, d2=0.692 g=1.110 2/2 [==============================] - 0s 23ms/step >1, 144/693, d1=0.674, d2=0.645 g=1.189 2/2 [==============================] - 0s 20ms/step >1, 145/693, d1=0.580, d2=0.641 g=1.235 2/2 [==============================] - 0s 20ms/step >1, 146/693, d1=0.813, d2=0.613 g=1.183 2/2 [==============================] - 0s 20ms/step >1, 147/693, d1=0.793, d2=0.661 g=1.113 2/2 [==============================] - 0s 20ms/step >1, 148/693, d1=0.647, d2=0.654 g=1.217 2/2 [==============================] - 0s 20ms/step >1, 149/693, d1=0.697, d2=0.554 g=1.172 2/2 [==============================] - 0s 21ms/step >1, 150/693, d1=0.826, d2=0.670 g=1.103 2/2 [==============================] - 0s 20ms/step >1, 151/693, d1=0.649, d2=0.665 g=1.133 2/2 [==============================] - 0s 20ms/step >1, 152/693, d1=0.746, d2=0.655 g=1.104 2/2 [==============================] - 0s 18ms/step >1, 153/693, d1=0.775, d2=0.717 g=1.074 2/2 [==============================] - 0s 18ms/step >1, 154/693, d1=0.826, d2=0.708 g=1.095 2/2 [==============================] - 0s 18ms/step >1, 155/693, d1=0.715, d2=0.641 g=1.103 2/2 [==============================] - 0s 21ms/step >1, 156/693, d1=0.716, d2=0.635 g=1.104 2/2 [==============================] - 0s 19ms/step >1, 157/693, d1=0.664, d2=0.668 g=1.099 2/2 [==============================] - 0s 18ms/step >1, 158/693, d1=0.718, d2=0.614 g=1.206 2/2 [==============================] - 0s 17ms/step >1, 159/693, d1=0.820, d2=0.540 g=1.192 2/2 [==============================] - 0s 18ms/step >1, 160/693, d1=0.666, d2=0.550 g=1.270 2/2 [==============================] - 0s 19ms/step >1, 161/693, d1=0.664, d2=0.519 g=1.369 2/2 [==============================] - 0s 20ms/step >1, 162/693, d1=0.622, d2=0.432 g=1.497 2/2 [==============================] - 0s 19ms/step >1, 163/693, d1=0.546, d2=0.410 g=1.684 2/2 [==============================] - 0s 21ms/step >1, 164/693, d1=0.485, d2=0.304 g=1.840 2/2 [==============================] - 0s 20ms/step >1, 165/693, d1=0.457, d2=0.273 g=1.827 2/2 [==============================] - 0s 17ms/step >1, 166/693, d1=0.447, d2=0.318 g=1.694 2/2 [==============================] - 0s 16ms/step >1, 167/693, d1=0.375, d2=0.448 g=1.635 2/2 [==============================] - 0s 17ms/step >1, 168/693, d1=0.369, d2=0.476 g=1.591 2/2 [==============================] - 0s 18ms/step >1, 169/693, d1=0.408, d2=0.486 g=1.477 2/2 [==============================] - 0s 20ms/step >1, 170/693, d1=0.548, d2=0.582 g=1.338 2/2 [==============================] - 0s 18ms/step >1, 171/693, d1=0.742, d2=0.647 g=1.203 2/2 [==============================] - 0s 20ms/step >1, 172/693, d1=0.764, d2=0.723 g=1.089 2/2 [==============================] - 0s 18ms/step >1, 173/693, d1=0.653, d2=0.802 g=1.294 2/2 [==============================] - 0s 18ms/step >1, 174/693, d1=0.811, d2=0.670 g=1.258 2/2 [==============================] - 0s 16ms/step >1, 175/693, d1=0.773, d2=0.675 g=1.111 2/2 [==============================] - 0s 18ms/step >1, 176/693, d1=0.734, d2=0.713 g=1.110 2/2 [==============================] - 0s 18ms/step >1, 177/693, d1=0.729, d2=0.711 g=1.170 2/2 [==============================] - 0s 19ms/step >1, 178/693, d1=0.800, d2=0.614 g=1.120 2/2 [==============================] - 0s 18ms/step >1, 179/693, d1=0.685, d2=0.708 g=1.132 2/2 [==============================] - 0s 17ms/step >1, 180/693, d1=0.862, d2=0.633 g=1.075 2/2 [==============================] - 0s 19ms/step >1, 181/693, d1=0.714, d2=0.638 g=1.109 2/2 [==============================] - 0s 18ms/step >1, 182/693, d1=0.859, d2=0.743 g=1.117 2/2 [==============================] - 0s 21ms/step >1, 183/693, d1=0.771, d2=0.635 g=1.075 2/2 [==============================] - 0s 20ms/step >1, 184/693, d1=0.752, d2=0.621 g=1.061 2/2 [==============================] - 0s 19ms/step >1, 185/693, d1=0.704, d2=0.692 g=1.145 2/2 [==============================] - 0s 18ms/step >1, 186/693, d1=0.691, d2=0.651 g=1.219 2/2 [==============================] - 0s 18ms/step >1, 187/693, d1=0.776, d2=0.632 g=1.116 2/2 [==============================] - 0s 18ms/step >1, 188/693, d1=0.706, d2=0.599 g=1.174 2/2 [==============================] - 0s 18ms/step >1, 189/693, d1=0.740, d2=0.646 g=1.158 2/2 [==============================] - 0s 21ms/step >1, 190/693, d1=0.744, d2=0.675 g=1.130 2/2 [==============================] - 0s 19ms/step >1, 191/693, d1=0.669, d2=0.703 g=1.038 2/2 [==============================] - 0s 18ms/step >1, 192/693, d1=0.709, d2=0.768 g=0.951 2/2 [==============================] - 0s 20ms/step >1, 193/693, d1=0.751, d2=0.710 g=0.967 2/2 [==============================] - 0s 17ms/step >1, 194/693, d1=0.767, d2=0.890 g=0.977 2/2 [==============================] - 0s 19ms/step >1, 195/693, d1=0.905, d2=0.834 g=0.973 2/2 [==============================] - 0s 16ms/step >1, 196/693, d1=0.940, d2=0.865 g=0.831 2/2 [==============================] - 0s 21ms/step >1, 197/693, d1=0.976, d2=0.936 g=0.802 2/2 [==============================] - 0s 19ms/step >1, 198/693, d1=0.843, d2=0.841 g=0.870 2/2 [==============================] - 0s 18ms/step >1, 199/693, d1=0.884, d2=0.750 g=0.914 2/2 [==============================] - 0s 21ms/step >1, 200/693, d1=0.870, d2=0.732 g=0.982 2/2 [==============================] - 0s 16ms/step >1, 201/693, d1=0.861, d2=0.669 g=1.007 2/2 [==============================] - 0s 16ms/step >1, 202/693, d1=0.848, d2=0.619 g=1.092 2/2 [==============================] - 0s 17ms/step >1, 203/693, d1=0.760, d2=0.534 g=1.200 2/2 [==============================] - 0s 21ms/step >1, 204/693, d1=0.693, d2=0.432 g=1.340 2/2 [==============================] - 0s 17ms/step >1, 205/693, d1=0.654, d2=0.414 g=1.425 2/2 [==============================] - 0s 18ms/step >1, 206/693, d1=0.625, d2=0.405 g=1.465 2/2 [==============================] - 0s 19ms/step >1, 207/693, d1=0.614, d2=0.418 g=1.381 2/2 [==============================] - 0s 21ms/step >1, 208/693, d1=0.538, d2=0.489 g=1.298 2/2 [==============================] - 0s 17ms/step >1, 209/693, d1=0.530, d2=0.495 g=1.238 2/2 [==============================] - 0s 20ms/step >1, 210/693, d1=0.555, d2=0.545 g=1.204 2/2 [==============================] - 0s 21ms/step >1, 211/693, d1=0.537, d2=0.615 g=1.137 2/2 [==============================] - 0s 18ms/step >1, 212/693, d1=0.537, d2=0.566 g=1.142 2/2 [==============================] - 0s 19ms/step >1, 213/693, d1=0.546, d2=0.677 g=1.102 2/2 [==============================] - 0s 17ms/step >1, 214/693, d1=0.696, d2=0.646 g=1.059 2/2 [==============================] - 0s 22ms/step >1, 215/693, d1=0.727, d2=0.614 g=1.003 2/2 [==============================] - 0s 19ms/step >1, 216/693, d1=0.682, d2=0.700 g=0.892 2/2 [==============================] - 0s 17ms/step >1, 217/693, d1=0.692, d2=0.718 g=0.928 2/2 [==============================] - 0s 21ms/step >1, 218/693, d1=0.693, d2=0.762 g=0.995 2/2 [==============================] - 0s 21ms/step >1, 219/693, d1=0.778, d2=0.738 g=0.961 2/2 [==============================] - 0s 17ms/step >1, 220/693, d1=0.898, d2=0.730 g=0.943 2/2 [==============================] - 0s 17ms/step >1, 221/693, d1=0.817, d2=0.789 g=0.866 2/2 [==============================] - 0s 18ms/step >1, 222/693, d1=0.825, d2=0.793 g=0.844 2/2 [==============================] - 0s 20ms/step >1, 223/693, d1=0.789, d2=0.762 g=0.884 2/2 [==============================] - 0s 17ms/step >1, 224/693, d1=0.858, d2=0.771 g=0.893 2/2 [==============================] - 0s 20ms/step >1, 225/693, d1=0.854, d2=0.737 g=0.938 2/2 [==============================] - 0s 20ms/step >1, 226/693, d1=0.894, d2=0.740 g=0.992 2/2 [==============================] - 0s 21ms/step >1, 227/693, d1=0.777, d2=0.550 g=1.193 2/2 [==============================] - 0s 18ms/step >1, 228/693, d1=0.828, d2=0.455 g=1.309 2/2 [==============================] - 0s 19ms/step >1, 229/693, d1=0.695, d2=0.380 g=1.448 2/2 [==============================] - 0s 20ms/step >1, 230/693, d1=0.677, d2=0.353 g=1.460 2/2 [==============================] - 0s 18ms/step >1, 231/693, d1=0.591, d2=0.370 g=1.415 2/2 [==============================] - 0s 22ms/step >1, 232/693, d1=0.534, d2=0.410 g=1.358 2/2 [==============================] - 0s 19ms/step >1, 233/693, d1=0.565, d2=0.452 g=1.208 2/2 [==============================] - 0s 20ms/step >1, 234/693, d1=0.546, d2=0.542 g=1.136 2/2 [==============================] - 0s 20ms/step >1, 235/693, d1=0.546, d2=0.591 g=1.101 2/2 [==============================] - 0s 20ms/step >1, 236/693, d1=0.603, d2=0.674 g=1.085 2/2 [==============================] - 0s 18ms/step >1, 237/693, d1=0.620, d2=0.633 g=1.200 2/2 [==============================] - 0s 24ms/step >1, 238/693, d1=0.714, d2=0.569 g=1.230 2/2 [==============================] - 0s 20ms/step >1, 239/693, d1=0.687, d2=0.584 g=1.095 2/2 [==============================] - 0s 21ms/step >1, 240/693, d1=0.801, d2=0.568 g=1.175 2/2 [==============================] - 0s 22ms/step >1, 241/693, d1=0.820, d2=0.562 g=1.118 2/2 [==============================] - 0s 18ms/step >1, 242/693, d1=0.739, d2=0.637 g=1.109 2/2 [==============================] - 0s 20ms/step >1, 243/693, d1=0.707, d2=0.646 g=1.089 2/2 [==============================] - 0s 18ms/step >1, 244/693, d1=0.754, d2=0.640 g=0.995 2/2 [==============================] - 0s 17ms/step >1, 245/693, d1=0.669, d2=0.689 g=0.909 2/2 [==============================] - 0s 18ms/step >1, 246/693, d1=0.794, d2=0.746 g=0.769 2/2 [==============================] - 0s 19ms/step >1, 247/693, d1=0.764, d2=0.813 g=0.671 2/2 [==============================] - 0s 19ms/step >1, 248/693, d1=0.791, d2=0.887 g=0.641 2/2 [==============================] - 0s 18ms/step >1, 249/693, d1=0.661, d2=0.874 g=0.642 2/2 [==============================] - 0s 17ms/step >1, 250/693, d1=0.604, d2=0.864 g=0.642 2/2 [==============================] - 0s 18ms/step >1, 251/693, d1=0.615, d2=0.832 g=0.680 2/2 [==============================] - 0s 17ms/step >1, 252/693, d1=0.592, d2=0.787 g=0.731 2/2 [==============================] - 0s 18ms/step >1, 253/693, d1=0.594, d2=0.714 g=0.786 2/2 [==============================] - 0s 22ms/step >1, 254/693, d1=0.572, d2=0.723 g=0.821 2/2 [==============================] - 0s 19ms/step >1, 255/693, d1=0.488, d2=0.700 g=0.871 2/2 [==============================] - 0s 18ms/step >1, 256/693, d1=0.545, d2=0.651 g=0.881 2/2 [==============================] - 0s 18ms/step >1, 257/693, d1=0.483, d2=0.632 g=0.915 2/2 [==============================] - 0s 17ms/step >1, 258/693, d1=0.568, d2=0.638 g=0.866 2/2 [==============================] - 0s 18ms/step >1, 259/693, d1=0.570, d2=0.878 g=0.858 2/2 [==============================] - 0s 19ms/step >1, 260/693, d1=0.620, d2=0.850 g=0.761 2/2 [==============================] - 0s 20ms/step >1, 261/693, d1=0.670, d2=0.912 g=0.794 2/2 [==============================] - 0s 18ms/step >1, 262/693, d1=0.854, d2=0.965 g=0.844 2/2 [==============================] - 0s 18ms/step >1, 263/693, d1=0.827, d2=0.718 g=0.979 2/2 [==============================] - 0s 19ms/step >1, 264/693, d1=0.892, d2=0.671 g=1.098 2/2 [==============================] - 0s 17ms/step >1, 265/693, d1=0.968, d2=0.542 g=1.226 2/2 [==============================] - 0s 18ms/step >1, 266/693, d1=0.860, d2=0.512 g=1.324 2/2 [==============================] - 0s 19ms/step >1, 267/693, d1=0.862, d2=0.511 g=1.237 2/2 [==============================] - 0s 20ms/step >1, 268/693, d1=0.891, d2=0.491 g=1.127 2/2 [==============================] - 0s 17ms/step >1, 269/693, d1=0.827, d2=0.603 g=0.981 2/2 [==============================] - 0s 19ms/step >1, 270/693, d1=0.772, d2=0.730 g=0.849 2/2 [==============================] - 0s 17ms/step >1, 271/693, d1=0.774, d2=0.744 g=0.775 2/2 [==============================] - 0s 17ms/step >1, 272/693, d1=0.740, d2=0.747 g=0.745 2/2 [==============================] - 0s 20ms/step >1, 273/693, d1=0.788, d2=0.763 g=0.717 2/2 [==============================] - 0s 17ms/step >1, 274/693, d1=0.754, d2=0.841 g=0.661 2/2 [==============================] - 0s 21ms/step >1, 275/693, d1=0.737, d2=0.796 g=0.653 2/2 [==============================] - 0s 20ms/step >1, 276/693, d1=0.674, d2=0.819 g=0.630 2/2 [==============================] - 0s 18ms/step >1, 277/693, d1=0.661, d2=0.832 g=0.649 2/2 [==============================] - 0s 19ms/step >1, 278/693, d1=0.634, d2=0.789 g=0.652 2/2 [==============================] - 0s 19ms/step >1, 279/693, d1=0.614, d2=0.766 g=0.663 2/2 [==============================] - 0s 19ms/step >1, 280/693, d1=0.617, d2=0.785 g=0.669 2/2 [==============================] - 0s 19ms/step >1, 281/693, d1=0.620, d2=0.815 g=0.685 2/2 [==============================] - 0s 20ms/step >1, 282/693, d1=0.588, d2=0.757 g=0.705 2/2 [==============================] - 0s 18ms/step >1, 283/693, d1=0.620, d2=0.796 g=0.706 2/2 [==============================] - 0s 16ms/step >1, 284/693, d1=0.575, d2=0.747 g=0.705 2/2 [==============================] - 0s 18ms/step >1, 285/693, d1=0.591, d2=0.729 g=0.698 2/2 [==============================] - 0s 16ms/step >1, 286/693, d1=0.556, d2=0.731 g=0.734 2/2 [==============================] - 0s 18ms/step >1, 287/693, d1=0.573, d2=0.713 g=0.741 2/2 [==============================] - 0s 19ms/step >1, 288/693, d1=0.606, d2=0.755 g=0.686 2/2 [==============================] - 0s 22ms/step >1, 289/693, d1=0.584, d2=0.742 g=0.703 2/2 [==============================] - 0s 17ms/step >1, 290/693, d1=0.620, d2=0.742 g=0.695 2/2 [==============================] - 0s 20ms/step >1, 291/693, d1=0.618, d2=0.776 g=0.758 2/2 [==============================] - 0s 17ms/step >1, 292/693, d1=0.691, d2=0.667 g=0.808 2/2 [==============================] - 0s 19ms/step >1, 293/693, d1=0.660, d2=0.691 g=0.785 2/2 [==============================] - 0s 16ms/step >1, 294/693, d1=0.737, d2=0.699 g=0.836 2/2 [==============================] - 0s 20ms/step >1, 295/693, d1=0.736, d2=0.620 g=0.899 2/2 [==============================] - 0s 19ms/step >1, 296/693, d1=0.714, d2=0.601 g=0.909 2/2 [==============================] - 0s 17ms/step >1, 297/693, d1=0.723, d2=0.638 g=0.924 2/2 [==============================] - 0s 18ms/step >1, 298/693, d1=0.711, d2=0.577 g=0.972 2/2 [==============================] - 0s 20ms/step >1, 299/693, d1=0.728, d2=0.577 g=0.911 2/2 [==============================] - 0s 17ms/step >1, 300/693, d1=0.720, d2=0.625 g=0.919 2/2 [==============================] - 0s 18ms/step >1, 301/693, d1=0.736, d2=0.596 g=0.899 2/2 [==============================] - 0s 17ms/step >1, 302/693, d1=0.685, d2=0.628 g=0.836 2/2 [==============================] - 0s 19ms/step >1, 303/693, d1=0.677, d2=0.666 g=0.850 2/2 [==============================] - 0s 19ms/step >1, 304/693, d1=0.696, d2=0.603 g=0.811 2/2 [==============================] - 0s 19ms/step >1, 305/693, d1=0.659, d2=0.641 g=0.786 2/2 [==============================] - 0s 20ms/step >1, 306/693, d1=0.594, d2=0.668 g=0.815 2/2 [==============================] - 0s 18ms/step >1, 307/693, d1=0.628, d2=0.661 g=0.768 2/2 [==============================] - 0s 19ms/step >1, 308/693, d1=0.606, d2=0.701 g=0.801 2/2 [==============================] - 0s 20ms/step >1, 309/693, d1=0.570, d2=0.666 g=0.776 2/2 [==============================] - 0s 19ms/step >1, 310/693, d1=0.582, d2=0.641 g=0.803 2/2 [==============================] - 0s 18ms/step >1, 311/693, d1=0.573, d2=0.660 g=0.796 2/2 [==============================] - 0s 23ms/step >1, 312/693, d1=0.577, d2=0.635 g=0.813 2/2 [==============================] - 0s 21ms/step >1, 313/693, d1=0.594, d2=0.678 g=0.838 2/2 [==============================] - 0s 19ms/step >1, 314/693, d1=0.566, d2=0.682 g=0.822 2/2 [==============================] - 0s 19ms/step >1, 315/693, d1=0.581, d2=0.649 g=0.804 2/2 [==============================] - 0s 21ms/step >1, 316/693, d1=0.606, d2=0.656 g=0.844 2/2 [==============================] - 0s 17ms/step >1, 317/693, d1=0.634, d2=0.670 g=0.803 2/2 [==============================] - 0s 21ms/step >1, 318/693, d1=0.658, d2=0.645 g=0.849 2/2 [==============================] - 0s 21ms/step >1, 319/693, d1=0.653, d2=0.620 g=0.868 2/2 [==============================] - 0s 21ms/step >1, 320/693, d1=0.681, d2=0.600 g=0.893 2/2 [==============================] - 0s 21ms/step >1, 321/693, d1=0.675, d2=0.636 g=0.892 2/2 [==============================] - 0s 22ms/step >1, 322/693, d1=0.652, d2=0.606 g=0.916 2/2 [==============================] - 0s 18ms/step >1, 323/693, d1=0.649, d2=0.570 g=0.841 2/2 [==============================] - 0s 20ms/step >1, 324/693, d1=0.646, d2=0.614 g=0.897 2/2 [==============================] - 0s 19ms/step >1, 325/693, d1=0.642, d2=0.602 g=0.907 2/2 [==============================] - 0s 18ms/step >1, 326/693, d1=0.661, d2=0.572 g=0.887 2/2 [==============================] - 0s 20ms/step >1, 327/693, d1=0.662, d2=0.606 g=0.886 2/2 [==============================] - 0s 16ms/step >1, 328/693, d1=0.646, d2=0.617 g=0.905 2/2 [==============================] - 0s 17ms/step >1, 329/693, d1=0.646, d2=0.626 g=0.882 2/2 [==============================] - 0s 18ms/step >1, 330/693, d1=0.645, d2=0.632 g=0.871 2/2 [==============================] - 0s 20ms/step >1, 331/693, d1=0.646, d2=0.654 g=0.879 2/2 [==============================] - 0s 17ms/step >1, 332/693, d1=0.701, d2=0.639 g=0.850 2/2 [==============================] - 0s 17ms/step >1, 333/693, d1=0.673, d2=0.634 g=0.857 2/2 [==============================] - 0s 19ms/step >1, 334/693, d1=0.610, d2=0.628 g=0.810 2/2 [==============================] - 0s 17ms/step >1, 335/693, d1=0.611, d2=0.609 g=0.833 2/2 [==============================] - 0s 17ms/step >1, 336/693, d1=0.624, d2=0.655 g=0.844 2/2 [==============================] - 0s 16ms/step >1, 337/693, d1=0.627, d2=0.712 g=0.834 2/2 [==============================] - 0s 19ms/step >1, 338/693, d1=0.593, d2=0.645 g=0.824 2/2 [==============================] - 0s 19ms/step >1, 339/693, d1=0.624, d2=0.616 g=0.821 2/2 [==============================] - 0s 18ms/step >1, 340/693, d1=0.593, d2=0.654 g=0.825 2/2 [==============================] - 0s 19ms/step >1, 341/693, d1=0.626, d2=0.646 g=0.808 2/2 [==============================] - 0s 19ms/step >1, 342/693, d1=0.570, d2=0.670 g=0.841 2/2 [==============================] - 0s 19ms/step >1, 343/693, d1=0.582, d2=0.683 g=0.854 2/2 [==============================] - 0s 19ms/step >1, 344/693, d1=0.635, d2=0.595 g=0.921 2/2 [==============================] - 0s 23ms/step >1, 345/693, d1=0.666, d2=0.652 g=0.921 2/2 [==============================] - 0s 18ms/step >1, 346/693, d1=0.682, d2=0.600 g=0.877 2/2 [==============================] - 0s 18ms/step >1, 347/693, d1=0.664, d2=0.675 g=0.856 2/2 [==============================] - 0s 18ms/step >1, 348/693, d1=0.642, d2=0.574 g=0.850 2/2 [==============================] - 0s 20ms/step >1, 349/693, d1=0.618, d2=0.629 g=0.862 2/2 [==============================] - 0s 19ms/step >1, 350/693, d1=0.646, d2=0.663 g=0.872 2/2 [==============================] - 0s 22ms/step >1, 351/693, d1=0.645, d2=0.615 g=0.850 2/2 [==============================] - 0s 19ms/step >1, 352/693, d1=0.645, d2=0.657 g=0.844 2/2 [==============================] - 0s 18ms/step >1, 353/693, d1=0.663, d2=0.589 g=0.860 2/2 [==============================] - 0s 17ms/step >1, 354/693, d1=0.607, d2=0.644 g=0.836 2/2 [==============================] - 0s 17ms/step >1, 355/693, d1=0.621, d2=0.653 g=0.883 2/2 [==============================] - 0s 18ms/step >1, 356/693, d1=0.658, d2=0.640 g=0.874 2/2 [==============================] - 0s 17ms/step >1, 357/693, d1=0.643, d2=0.613 g=0.836 2/2 [==============================] - 0s 19ms/step >1, 358/693, d1=0.611, d2=0.643 g=0.900 2/2 [==============================] - 0s 23ms/step >1, 359/693, d1=0.639, d2=0.625 g=0.870 2/2 [==============================] - 0s 18ms/step >1, 360/693, d1=0.661, d2=0.627 g=0.886 2/2 [==============================] - 0s 20ms/step >1, 361/693, d1=0.700, d2=0.636 g=0.888 2/2 [==============================] - 0s 18ms/step >1, 362/693, d1=0.639, d2=0.618 g=0.836 2/2 [==============================] - 0s 19ms/step >1, 363/693, d1=0.689, d2=0.621 g=0.872 2/2 [==============================] - 0s 16ms/step >1, 364/693, d1=0.654, d2=0.664 g=0.840 2/2 [==============================] - 0s 20ms/step >1, 365/693, d1=0.667, d2=0.634 g=0.869 2/2 [==============================] - 0s 19ms/step >1, 366/693, d1=0.679, d2=0.601 g=0.847 2/2 [==============================] - 0s 20ms/step >1, 367/693, d1=0.615, d2=0.648 g=0.848 2/2 [==============================] - 0s 17ms/step >1, 368/693, d1=0.644, d2=0.669 g=0.835 2/2 [==============================] - 0s 17ms/step >1, 369/693, d1=0.664, d2=0.643 g=0.836 2/2 [==============================] - 0s 19ms/step >1, 370/693, d1=0.618, d2=0.695 g=0.885 2/2 [==============================] - 0s 18ms/step >1, 371/693, d1=0.650, d2=0.619 g=0.844 2/2 [==============================] - 0s 20ms/step >1, 372/693, d1=0.648, d2=0.595 g=0.887 2/2 [==============================] - 0s 19ms/step >1, 373/693, d1=0.705, d2=0.640 g=0.879 2/2 [==============================] - 0s 19ms/step >1, 374/693, d1=0.683, d2=0.662 g=0.848 2/2 [==============================] - 0s 19ms/step >1, 375/693, d1=0.631, d2=0.653 g=0.864 2/2 [==============================] - 0s 17ms/step >1, 376/693, d1=0.684, d2=0.660 g=0.871 2/2 [==============================] - 0s 18ms/step >1, 377/693, d1=0.688, d2=0.656 g=0.868 2/2 [==============================] - 0s 16ms/step >1, 378/693, d1=0.705, d2=0.634 g=0.853 2/2 [==============================] - 0s 20ms/step >1, 379/693, d1=0.653, d2=0.642 g=0.824 2/2 [==============================] - 0s 20ms/step >1, 380/693, d1=0.649, d2=0.642 g=0.867 2/2 [==============================] - 0s 16ms/step >1, 381/693, d1=0.643, d2=0.698 g=0.804 2/2 [==============================] - 0s 19ms/step >1, 382/693, d1=0.674, d2=0.665 g=0.848 2/2 [==============================] - 0s 19ms/step >1, 383/693, d1=0.683, d2=0.641 g=0.857 2/2 [==============================] - 0s 16ms/step >1, 384/693, d1=0.661, d2=0.689 g=0.852 2/2 [==============================] - 0s 20ms/step >1, 385/693, d1=0.693, d2=0.626 g=0.860 2/2 [==============================] - 0s 20ms/step >1, 386/693, d1=0.667, d2=0.667 g=0.842 2/2 [==============================] - 0s 21ms/step >1, 387/693, d1=0.690, d2=0.652 g=0.810 2/2 [==============================] - 0s 18ms/step >1, 388/693, d1=0.671, d2=0.647 g=0.836 2/2 [==============================] - 0s 18ms/step >1, 389/693, d1=0.660, d2=0.635 g=0.844 2/2 [==============================] - 0s 19ms/step >1, 390/693, d1=0.650, d2=0.649 g=0.840 2/2 [==============================] - 0s 16ms/step >1, 391/693, d1=0.640, d2=0.674 g=0.882 2/2 [==============================] - 0s 18ms/step >1, 392/693, d1=0.681, d2=0.604 g=0.867 2/2 [==============================] - 0s 19ms/step >1, 393/693, d1=0.695, d2=0.626 g=0.870 2/2 [==============================] - 0s 21ms/step >1, 394/693, d1=0.679, d2=0.600 g=0.868 2/2 [==============================] - 0s 18ms/step >1, 395/693, d1=0.679, d2=0.642 g=0.844 2/2 [==============================] - 0s 18ms/step >1, 396/693, d1=0.683, d2=0.635 g=0.856 2/2 [==============================] - 0s 19ms/step >1, 397/693, d1=0.696, d2=0.651 g=0.826 2/2 [==============================] - 0s 21ms/step >1, 398/693, d1=0.653, d2=0.656 g=0.855 2/2 [==============================] - 0s 21ms/step >1, 399/693, d1=0.679, d2=0.653 g=0.825 2/2 [==============================] - 0s 21ms/step >1, 400/693, d1=0.688, d2=0.654 g=0.817 2/2 [==============================] - 0s 19ms/step >1, 401/693, d1=0.681, d2=0.653 g=0.833 2/2 [==============================] - 0s 22ms/step >1, 402/693, d1=0.686, d2=0.705 g=0.821 2/2 [==============================] - 0s 21ms/step >1, 403/693, d1=0.659, d2=0.637 g=0.834 2/2 [==============================] - 0s 20ms/step >1, 404/693, d1=0.714, d2=0.684 g=0.859 2/2 [==============================] - 0s 21ms/step >1, 405/693, d1=0.709, d2=0.658 g=0.802 2/2 [==============================] - 0s 19ms/step >1, 406/693, d1=0.665, d2=0.631 g=0.860 2/2 [==============================] - 0s 22ms/step >1, 407/693, d1=0.677, d2=0.687 g=0.881 2/2 [==============================] - 0s 20ms/step >1, 408/693, d1=0.704, d2=0.640 g=0.844 2/2 [==============================] - 0s 20ms/step >1, 409/693, d1=0.667, d2=0.648 g=0.870 2/2 [==============================] - 0s 16ms/step >1, 410/693, d1=0.710, d2=0.630 g=0.864 2/2 [==============================] - 0s 18ms/step >1, 411/693, d1=0.709, d2=0.603 g=0.858 2/2 [==============================] - 0s 18ms/step >1, 412/693, d1=0.745, d2=0.639 g=0.851 2/2 [==============================] - 0s 17ms/step >1, 413/693, d1=0.699, d2=0.660 g=0.862 2/2 [==============================] - 0s 18ms/step >1, 414/693, d1=0.635, d2=0.616 g=0.899 2/2 [==============================] - 0s 19ms/step >1, 415/693, d1=0.706, d2=0.622 g=0.871 2/2 [==============================] - 0s 17ms/step >1, 416/693, d1=0.675, d2=0.617 g=0.895 2/2 [==============================] - 0s 23ms/step >1, 417/693, d1=0.692, d2=0.578 g=0.833 2/2 [==============================] - 0s 20ms/step >1, 418/693, d1=0.684, d2=0.647 g=0.834 2/2 [==============================] - 0s 19ms/step >1, 419/693, d1=0.659, d2=0.678 g=0.825 2/2 [==============================] - 0s 19ms/step >1, 420/693, d1=0.639, d2=0.614 g=0.782 2/2 [==============================] - 0s 20ms/step >1, 421/693, d1=0.635, d2=0.681 g=0.828 2/2 [==============================] - 0s 21ms/step >1, 422/693, d1=0.642, d2=0.668 g=0.811 2/2 [==============================] - 0s 16ms/step >1, 423/693, d1=0.617, d2=0.663 g=0.844 2/2 [==============================] - 0s 18ms/step >1, 424/693, d1=0.668, d2=0.654 g=0.841 2/2 [==============================] - 0s 18ms/step >1, 425/693, d1=0.681, d2=0.659 g=0.824 2/2 [==============================] - 0s 18ms/step >1, 426/693, d1=0.721, d2=0.654 g=0.827 2/2 [==============================] - 0s 17ms/step >1, 427/693, d1=0.652, d2=0.687 g=0.811 2/2 [==============================] - 0s 20ms/step >1, 428/693, d1=0.617, d2=0.662 g=0.832 2/2 [==============================] - 0s 21ms/step >1, 429/693, d1=0.680, d2=0.643 g=0.828 2/2 [==============================] - 0s 19ms/step >1, 430/693, d1=0.679, d2=0.652 g=0.815 2/2 [==============================] - 0s 18ms/step >1, 431/693, d1=0.671, d2=0.634 g=0.818 2/2 [==============================] - 0s 18ms/step >1, 432/693, d1=0.688, d2=0.643 g=0.805 2/2 [==============================] - 0s 20ms/step >1, 433/693, d1=0.656, d2=0.634 g=0.843 2/2 [==============================] - 0s 18ms/step >1, 434/693, d1=0.600, d2=0.641 g=0.852 2/2 [==============================] - 0s 19ms/step >1, 435/693, d1=0.681, d2=0.655 g=0.852 2/2 [==============================] - 0s 19ms/step >1, 436/693, d1=0.689, d2=0.609 g=0.848 2/2 [==============================] - 0s 18ms/step >1, 437/693, d1=0.683, d2=0.630 g=0.844 2/2 [==============================] - 0s 17ms/step >1, 438/693, d1=0.685, d2=0.679 g=0.833 2/2 [==============================] - 0s 17ms/step >1, 439/693, d1=0.641, d2=0.726 g=0.810 2/2 [==============================] - 0s 18ms/step >1, 440/693, d1=0.649, d2=0.656 g=0.804 2/2 [==============================] - 0s 19ms/step >1, 441/693, d1=0.657, d2=0.681 g=0.797 2/2 [==============================] - 0s 17ms/step >1, 442/693, d1=0.674, d2=0.680 g=0.768 2/2 [==============================] - 0s 20ms/step >1, 443/693, d1=0.620, d2=0.683 g=0.784 2/2 [==============================] - 0s 19ms/step >1, 444/693, d1=0.646, d2=0.695 g=0.782 2/2 [==============================] - 0s 21ms/step >1, 445/693, d1=0.638, d2=0.670 g=0.802 2/2 [==============================] - 0s 18ms/step >1, 446/693, d1=0.594, d2=0.705 g=0.799 2/2 [==============================] - 0s 19ms/step >1, 447/693, d1=0.690, d2=0.695 g=0.838 2/2 [==============================] - 0s 21ms/step >1, 448/693, d1=0.671, d2=0.660 g=0.855 2/2 [==============================] - 0s 20ms/step >1, 449/693, d1=0.665, d2=0.653 g=0.869 2/2 [==============================] - 0s 21ms/step >1, 450/693, d1=0.738, d2=0.618 g=0.862 2/2 [==============================] - 0s 19ms/step >1, 451/693, d1=0.685, d2=0.616 g=0.896 2/2 [==============================] - 0s 20ms/step >1, 452/693, d1=0.707, d2=0.629 g=0.866 2/2 [==============================] - 0s 20ms/step >1, 453/693, d1=0.708, d2=0.642 g=0.813 2/2 [==============================] - 0s 20ms/step >1, 454/693, d1=0.615, d2=0.655 g=0.804 2/2 [==============================] - 0s 20ms/step >1, 455/693, d1=0.635, d2=0.659 g=0.812 2/2 [==============================] - 0s 19ms/step >1, 456/693, d1=0.613, d2=0.650 g=0.807 2/2 [==============================] - 0s 21ms/step >1, 457/693, d1=0.646, d2=0.710 g=0.761 2/2 [==============================] - 0s 18ms/step >1, 458/693, d1=0.582, d2=0.701 g=0.771 2/2 [==============================] - 0s 21ms/step >1, 459/693, d1=0.633, d2=0.725 g=0.784 2/2 [==============================] - 0s 20ms/step >1, 460/693, d1=0.641, d2=0.736 g=0.847 2/2 [==============================] - 0s 20ms/step >1, 461/693, d1=0.660, d2=0.663 g=0.830 2/2 [==============================] - 0s 19ms/step >1, 462/693, d1=0.646, d2=0.664 g=0.848 2/2 [==============================] - 0s 20ms/step >1, 463/693, d1=0.716, d2=0.661 g=0.821 2/2 [==============================] - 0s 19ms/step >1, 464/693, d1=0.669, d2=0.635 g=0.846 2/2 [==============================] - 0s 22ms/step >1, 465/693, d1=0.672, d2=0.670 g=0.878 2/2 [==============================] - 0s 20ms/step >1, 466/693, d1=0.721, d2=0.680 g=0.803 2/2 [==============================] - 0s 17ms/step >1, 467/693, d1=0.649, d2=0.654 g=0.816 2/2 [==============================] - 0s 20ms/step >1, 468/693, d1=0.654, d2=0.680 g=0.806 2/2 [==============================] - 0s 20ms/step >1, 469/693, d1=0.712, d2=0.702 g=0.798 2/2 [==============================] - 0s 21ms/step >1, 470/693, d1=0.674, d2=0.693 g=0.808 2/2 [==============================] - 0s 21ms/step >1, 471/693, d1=0.671, d2=0.718 g=0.800 2/2 [==============================] - 0s 20ms/step >1, 472/693, d1=0.687, d2=0.701 g=0.774 2/2 [==============================] - 0s 21ms/step >1, 473/693, d1=0.687, d2=0.686 g=0.774 2/2 [==============================] - 0s 21ms/step >1, 474/693, d1=0.700, d2=0.718 g=0.747 2/2 [==============================] - 0s 18ms/step >1, 475/693, d1=0.652, d2=0.705 g=0.785 2/2 [==============================] - 0s 19ms/step >1, 476/693, d1=0.661, d2=0.723 g=0.773 2/2 [==============================] - 0s 22ms/step >1, 477/693, d1=0.662, d2=0.736 g=0.780 2/2 [==============================] - 0s 20ms/step >1, 478/693, d1=0.695, d2=0.698 g=0.785 2/2 [==============================] - 0s 22ms/step >1, 479/693, d1=0.675, d2=0.686 g=0.767 2/2 [==============================] - 0s 19ms/step >1, 480/693, d1=0.705, d2=0.726 g=0.798 2/2 [==============================] - 0s 20ms/step >1, 481/693, d1=0.742, d2=0.654 g=0.804 2/2 [==============================] - 0s 21ms/step >1, 482/693, d1=0.706, d2=0.712 g=0.766 2/2 [==============================] - 0s 20ms/step >1, 483/693, d1=0.700, d2=0.704 g=0.747 2/2 [==============================] - 0s 21ms/step >1, 484/693, d1=0.679, d2=0.691 g=0.731 2/2 [==============================] - 0s 21ms/step >1, 485/693, d1=0.654, d2=0.773 g=0.724 2/2 [==============================] - 0s 19ms/step >1, 486/693, d1=0.618, d2=0.710 g=0.714 2/2 [==============================] - 0s 20ms/step >1, 487/693, d1=0.636, d2=0.752 g=0.697 2/2 [==============================] - 0s 18ms/step >1, 488/693, d1=0.629, d2=0.777 g=0.685 2/2 [==============================] - 0s 19ms/step >1, 489/693, d1=0.626, d2=0.810 g=0.668 2/2 [==============================] - 0s 19ms/step >1, 490/693, d1=0.588, d2=0.854 g=0.655 2/2 [==============================] - 0s 19ms/step >1, 491/693, d1=0.602, d2=0.883 g=0.717 2/2 [==============================] - 0s 22ms/step >1, 492/693, d1=0.663, d2=0.728 g=0.792 2/2 [==============================] - 0s 22ms/step >1, 493/693, d1=0.723, d2=0.634 g=0.846 2/2 [==============================] - 0s 18ms/step >1, 494/693, d1=0.724, d2=0.629 g=0.833 2/2 [==============================] - 0s 20ms/step >1, 495/693, d1=0.770, d2=0.673 g=0.759 2/2 [==============================] - 0s 21ms/step >1, 496/693, d1=0.723, d2=0.718 g=0.692 2/2 [==============================] - 0s 20ms/step >1, 497/693, d1=0.674, d2=0.747 g=0.672 2/2 [==============================] - 0s 20ms/step >1, 498/693, d1=0.616, d2=0.741 g=0.666 2/2 [==============================] - 0s 19ms/step >1, 499/693, d1=0.581, d2=0.758 g=0.659 2/2 [==============================] - 0s 20ms/step >1, 500/693, d1=0.578, d2=0.773 g=0.657 2/2 [==============================] - 0s 20ms/step >1, 501/693, d1=0.534, d2=0.795 g=0.655 2/2 [==============================] - 0s 20ms/step >1, 502/693, d1=0.508, d2=0.781 g=0.649 2/2 [==============================] - 0s 21ms/step >1, 503/693, d1=0.517, d2=0.869 g=0.608 2/2 [==============================] - 0s 18ms/step >1, 504/693, d1=0.529, d2=0.895 g=0.584 2/2 [==============================] - 0s 21ms/step >1, 505/693, d1=0.540, d2=0.911 g=0.638 2/2 [==============================] - 0s 20ms/step >1, 506/693, d1=0.574, d2=0.856 g=0.768 2/2 [==============================] - 0s 20ms/step >1, 507/693, d1=0.653, d2=0.632 g=0.994 2/2 [==============================] - 0s 23ms/step >1, 508/693, d1=0.755, d2=0.569 g=1.012 2/2 [==============================] - 0s 20ms/step >1, 509/693, d1=0.784, d2=0.610 g=0.845 2/2 [==============================] - 0s 17ms/step >1, 510/693, d1=0.755, d2=0.668 g=0.756 2/2 [==============================] - 0s 22ms/step >1, 511/693, d1=0.672, d2=0.702 g=0.708 2/2 [==============================] - 0s 19ms/step >1, 512/693, d1=0.655, d2=0.742 g=0.687 2/2 [==============================] - 0s 19ms/step >1, 513/693, d1=0.583, d2=0.732 g=0.685 2/2 [==============================] - 0s 22ms/step >1, 514/693, d1=0.527, d2=0.715 g=0.681 2/2 [==============================] - 0s 20ms/step >1, 515/693, d1=0.467, d2=0.750 g=0.692 2/2 [==============================] - 0s 20ms/step >1, 516/693, d1=0.472, d2=0.743 g=0.690 2/2 [==============================] - 0s 16ms/step >1, 517/693, d1=0.466, d2=0.757 g=0.644 2/2 [==============================] - 0s 22ms/step >1, 518/693, d1=0.455, d2=0.857 g=0.602 2/2 [==============================] - 0s 18ms/step >1, 519/693, d1=0.470, d2=0.944 g=0.595 2/2 [==============================] - 0s 21ms/step >1, 520/693, d1=0.529, d2=0.919 g=0.620 2/2 [==============================] - 0s 17ms/step >1, 521/693, d1=0.587, d2=0.849 g=0.864 2/2 [==============================] - 0s 18ms/step >1, 522/693, d1=0.697, d2=0.572 g=1.103 2/2 [==============================] - 0s 20ms/step >1, 523/693, d1=0.758, d2=0.562 g=0.977 2/2 [==============================] - 0s 19ms/step >1, 524/693, d1=0.766, d2=0.619 g=0.824 2/2 [==============================] - 0s 18ms/step >1, 525/693, d1=0.744, d2=0.703 g=0.754 2/2 [==============================] - 0s 17ms/step >1, 526/693, d1=0.697, d2=0.704 g=0.708 2/2 [==============================] - 0s 18ms/step >1, 527/693, d1=0.641, d2=0.704 g=0.708 2/2 [==============================] - 0s 19ms/step >1, 528/693, d1=0.606, d2=0.713 g=0.703 2/2 [==============================] - 0s 21ms/step >1, 529/693, d1=0.551, d2=0.733 g=0.669 2/2 [==============================] - 0s 21ms/step >1, 530/693, d1=0.551, d2=0.801 g=0.677 2/2 [==============================] - 0s 19ms/step >1, 531/693, d1=0.534, d2=0.793 g=0.644 2/2 [==============================] - 0s 19ms/step >1, 532/693, d1=0.544, d2=0.827 g=0.626 2/2 [==============================] - 0s 18ms/step >1, 533/693, d1=0.582, d2=0.886 g=0.642 2/2 [==============================] - 0s 16ms/step >1, 534/693, d1=0.627, d2=0.833 g=0.695 2/2 [==============================] - 0s 16ms/step >1, 535/693, d1=0.669, d2=0.719 g=0.778 2/2 [==============================] - 0s 20ms/step >1, 536/693, d1=0.708, d2=0.652 g=0.873 2/2 [==============================] - 0s 20ms/step >1, 537/693, d1=0.747, d2=0.628 g=0.847 2/2 [==============================] - 0s 18ms/step >1, 538/693, d1=0.761, d2=0.647 g=0.861 2/2 [==============================] - 0s 18ms/step >1, 539/693, d1=0.758, d2=0.657 g=0.785 2/2 [==============================] - 0s 19ms/step >1, 540/693, d1=0.787, d2=0.705 g=0.744 2/2 [==============================] - 0s 19ms/step >1, 541/693, d1=0.736, d2=0.707 g=0.724 2/2 [==============================] - 0s 18ms/step >1, 542/693, d1=0.667, d2=0.738 g=0.721 2/2 [==============================] - 0s 19ms/step >1, 543/693, d1=0.686, d2=0.721 g=0.702 2/2 [==============================] - 0s 23ms/step >1, 544/693, d1=0.620, d2=0.758 g=0.689 2/2 [==============================] - 0s 19ms/step >1, 545/693, d1=0.623, d2=0.793 g=0.685 2/2 [==============================] - 0s 16ms/step >1, 546/693, d1=0.599, d2=0.791 g=0.661 2/2 [==============================] - 0s 17ms/step >1, 547/693, d1=0.638, d2=0.758 g=0.679 2/2 [==============================] - 0s 29ms/step >1, 548/693, d1=0.630, d2=0.763 g=0.744 2/2 [==============================] - 0s 16ms/step >1, 549/693, d1=0.674, d2=0.712 g=0.816 2/2 [==============================] - 0s 21ms/step >1, 550/693, d1=0.673, d2=0.664 g=0.853 2/2 [==============================] - 0s 19ms/step >1, 551/693, d1=0.767, d2=0.630 g=0.879 2/2 [==============================] - 0s 18ms/step >1, 552/693, d1=0.700, d2=0.632 g=0.831 2/2 [==============================] - 0s 18ms/step >1, 553/693, d1=0.701, d2=0.645 g=0.800 2/2 [==============================] - 0s 17ms/step >1, 554/693, d1=0.713, d2=0.649 g=0.793 2/2 [==============================] - 0s 18ms/step >1, 555/693, d1=0.678, d2=0.654 g=0.757 2/2 [==============================] - 0s 16ms/step >1, 556/693, d1=0.644, d2=0.690 g=0.745 2/2 [==============================] - 0s 21ms/step >1, 557/693, d1=0.651, d2=0.724 g=0.738 2/2 [==============================] - 0s 18ms/step >1, 558/693, d1=0.583, d2=0.708 g=0.751 2/2 [==============================] - 0s 21ms/step >1, 559/693, d1=0.618, d2=0.728 g=0.711 2/2 [==============================] - 0s 19ms/step >1, 560/693, d1=0.564, d2=0.774 g=0.707 2/2 [==============================] - 0s 21ms/step >1, 561/693, d1=0.597, d2=0.797 g=0.718 2/2 [==============================] - 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0s 20ms/step >1, 584/693, d1=0.724, d2=0.658 g=0.790 2/2 [==============================] - 0s 20ms/step >1, 585/693, d1=0.702, d2=0.660 g=0.765 2/2 [==============================] - 0s 19ms/step >1, 586/693, d1=0.704, d2=0.683 g=0.751 2/2 [==============================] - 0s 19ms/step >1, 587/693, d1=0.677, d2=0.692 g=0.733 2/2 [==============================] - 0s 21ms/step >1, 588/693, d1=0.645, d2=0.705 g=0.728 2/2 [==============================] - 0s 20ms/step >1, 589/693, d1=0.641, d2=0.704 g=0.729 2/2 [==============================] - 0s 20ms/step >1, 590/693, d1=0.603, d2=0.717 g=0.715 2/2 [==============================] - 0s 21ms/step >1, 591/693, d1=0.577, d2=0.738 g=0.704 2/2 [==============================] - 0s 20ms/step >1, 592/693, d1=0.600, d2=0.736 g=0.704 2/2 [==============================] - 0s 21ms/step >1, 593/693, d1=0.605, d2=0.796 g=0.730 2/2 [==============================] - 0s 20ms/step >1, 594/693, d1=0.673, d2=0.734 g=0.742 2/2 [==============================] - 0s 21ms/step >1, 595/693, d1=0.687, d2=0.714 g=0.810 2/2 [==============================] - 0s 20ms/step >1, 596/693, d1=0.723, d2=0.658 g=0.864 2/2 [==============================] - 0s 21ms/step >1, 597/693, d1=0.750, d2=0.624 g=0.882 2/2 [==============================] - 0s 19ms/step >1, 598/693, d1=0.761, d2=0.598 g=0.888 2/2 [==============================] - 0s 20ms/step >1, 599/693, d1=0.740, d2=0.623 g=0.844 2/2 [==============================] - 0s 18ms/step >1, 600/693, d1=0.749, d2=0.642 g=0.809 2/2 [==============================] - 0s 20ms/step >1, 601/693, d1=0.720, d2=0.678 g=0.766 2/2 [==============================] - 0s 21ms/step >1, 602/693, d1=0.707, d2=0.690 g=0.754 2/2 [==============================] - 0s 21ms/step >1, 603/693, d1=0.726, d2=0.695 g=0.737 2/2 [==============================] - 0s 19ms/step >1, 604/693, d1=0.692, d2=0.715 g=0.716 2/2 [==============================] - 0s 20ms/step >1, 605/693, d1=0.660, d2=0.714 g=0.707 2/2 [==============================] - 0s 20ms/step >1, 606/693, d1=0.626, d2=0.760 g=0.682 2/2 [==============================] - 0s 17ms/step >1, 607/693, d1=0.603, d2=0.756 g=0.665 2/2 [==============================] - 0s 19ms/step >1, 608/693, d1=0.595, d2=0.776 g=0.681 2/2 [==============================] - 0s 18ms/step >1, 609/693, d1=0.592, d2=0.817 g=0.678 2/2 [==============================] - 0s 19ms/step >1, 610/693, d1=0.635, d2=0.787 g=0.707 2/2 [==============================] - 0s 21ms/step >1, 611/693, d1=0.652, d2=0.732 g=0.763 2/2 [==============================] - 0s 21ms/step >1, 612/693, d1=0.691, d2=0.688 g=0.854 2/2 [==============================] - 0s 20ms/step >1, 613/693, d1=0.762, d2=0.635 g=0.893 2/2 [==============================] - 0s 20ms/step >1, 614/693, d1=0.759, d2=0.602 g=0.923 2/2 [==============================] - 0s 20ms/step >1, 615/693, d1=0.754, d2=0.616 g=0.861 2/2 [==============================] - 0s 20ms/step >1, 616/693, d1=0.779, d2=0.619 g=0.808 2/2 [==============================] - 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0s 20ms/step >1, 628/693, d1=0.622, d2=0.794 g=0.770 2/2 [==============================] - 0s 20ms/step >1, 629/693, d1=0.687, d2=0.694 g=0.845 2/2 [==============================] - 0s 20ms/step >1, 630/693, d1=0.723, d2=0.627 g=0.904 2/2 [==============================] - 0s 19ms/step >1, 631/693, d1=0.740, d2=0.584 g=0.951 2/2 [==============================] - 0s 21ms/step >1, 632/693, d1=0.764, d2=0.587 g=0.927 2/2 [==============================] - 0s 19ms/step >1, 633/693, d1=0.786, d2=0.585 g=0.867 2/2 [==============================] - 0s 18ms/step >1, 634/693, d1=0.774, d2=0.613 g=0.795 2/2 [==============================] - 0s 19ms/step >1, 635/693, d1=0.750, d2=0.668 g=0.763 2/2 [==============================] - 0s 18ms/step >1, 636/693, d1=0.695, d2=0.694 g=0.740 2/2 [==============================] - 0s 21ms/step >1, 637/693, d1=0.671, d2=0.708 g=0.711 2/2 [==============================] - 0s 17ms/step >1, 638/693, d1=0.635, d2=0.713 g=0.694 2/2 [==============================] - 0s 18ms/step >1, 639/693, d1=0.632, d2=0.738 g=0.685 2/2 [==============================] - 0s 18ms/step >1, 640/693, d1=0.575, d2=0.762 g=0.692 2/2 [==============================] - 0s 21ms/step >1, 641/693, d1=0.598, d2=0.761 g=0.704 2/2 [==============================] - 0s 17ms/step >1, 642/693, d1=0.584, d2=0.766 g=0.690 2/2 [==============================] - 0s 18ms/step >1, 643/693, d1=0.587, d2=0.767 g=0.680 2/2 [==============================] - 0s 20ms/step >1, 644/693, d1=0.589, d2=0.763 g=0.677 2/2 [==============================] - 0s 18ms/step >1, 645/693, d1=0.623, d2=0.810 g=0.682 2/2 [==============================] - 0s 20ms/step >1, 646/693, d1=0.675, d2=0.754 g=0.727 2/2 [==============================] - 0s 16ms/step >1, 647/693, d1=0.681, d2=0.709 g=0.781 2/2 [==============================] - 0s 16ms/step >1, 648/693, d1=0.716, d2=0.654 g=0.829 2/2 [==============================] - 0s 17ms/step >1, 649/693, d1=0.759, d2=0.627 g=0.857 2/2 [==============================] - 0s 18ms/step >1, 650/693, d1=0.770, d2=0.636 g=0.839 2/2 [==============================] - 0s 21ms/step >1, 651/693, d1=0.743, d2=0.640 g=0.804 2/2 [==============================] - 0s 19ms/step >1, 652/693, d1=0.743, d2=0.665 g=0.779 2/2 [==============================] - 0s 17ms/step >1, 653/693, d1=0.707, d2=0.693 g=0.758 2/2 [==============================] - 0s 21ms/step >1, 654/693, d1=0.732, d2=0.683 g=0.726 2/2 [==============================] - 0s 20ms/step >1, 655/693, d1=0.671, d2=0.722 g=0.706 2/2 [==============================] - 0s 18ms/step >1, 656/693, d1=0.665, d2=0.724 g=0.712 2/2 [==============================] - 0s 21ms/step >1, 657/693, d1=0.647, d2=0.738 g=0.703 2/2 [==============================] - 0s 19ms/step >1, 658/693, d1=0.618, d2=0.714 g=0.697 2/2 [==============================] - 0s 18ms/step >1, 659/693, d1=0.632, d2=0.756 g=0.690 2/2 [==============================] - 0s 20ms/step >1, 660/693, d1=0.642, d2=0.729 g=0.700 2/2 [==============================] - 0s 19ms/step >1, 661/693, d1=0.647, d2=0.749 g=0.709 2/2 [==============================] - 0s 19ms/step >1, 662/693, d1=0.637, d2=0.755 g=0.712 2/2 [==============================] - 0s 20ms/step >1, 663/693, d1=0.666, d2=0.748 g=0.723 2/2 [==============================] - 0s 21ms/step >1, 664/693, d1=0.695, d2=0.706 g=0.740 2/2 [==============================] - 0s 19ms/step >1, 665/693, d1=0.668, d2=0.723 g=0.769 2/2 [==============================] - 0s 20ms/step >1, 666/693, d1=0.682, d2=0.679 g=0.774 2/2 [==============================] - 0s 19ms/step >1, 667/693, d1=0.695, d2=0.692 g=0.799 2/2 [==============================] - 0s 18ms/step >1, 668/693, d1=0.727, d2=0.653 g=0.810 2/2 [==============================] - 0s 17ms/step >1, 669/693, d1=0.740, d2=0.635 g=0.796 2/2 [==============================] - 0s 18ms/step >1, 670/693, d1=0.717, d2=0.654 g=0.762 2/2 [==============================] - 0s 17ms/step >1, 671/693, d1=0.733, d2=0.662 g=0.769 2/2 [==============================] - 0s 20ms/step >1, 672/693, d1=0.693, d2=0.675 g=0.741 2/2 [==============================] - 0s 17ms/step >1, 673/693, d1=0.703, d2=0.661 g=0.735 2/2 [==============================] - 0s 17ms/step >1, 674/693, d1=0.668, d2=0.704 g=0.729 2/2 [==============================] - 0s 19ms/step >1, 675/693, d1=0.658, d2=0.700 g=0.746 2/2 [==============================] - 0s 20ms/step >1, 676/693, d1=0.638, d2=0.676 g=0.729 2/2 [==============================] - 0s 21ms/step >1, 677/693, d1=0.654, d2=0.700 g=0.745 2/2 [==============================] - 0s 18ms/step >1, 678/693, d1=0.640, d2=0.685 g=0.742 2/2 [==============================] - 0s 21ms/step >1, 679/693, d1=0.673, d2=0.697 g=0.757 2/2 [==============================] - 0s 19ms/step >1, 680/693, d1=0.669, d2=0.665 g=0.769 2/2 [==============================] - 0s 18ms/step >1, 681/693, d1=0.676, d2=0.699 g=0.767 2/2 [==============================] - 0s 19ms/step >1, 682/693, d1=0.656, d2=0.670 g=0.774 2/2 [==============================] - 0s 17ms/step >1, 683/693, d1=0.676, d2=0.641 g=0.776 2/2 [==============================] - 0s 19ms/step >1, 684/693, d1=0.707, d2=0.685 g=0.760 2/2 [==============================] - 0s 18ms/step >1, 685/693, d1=0.669, d2=0.668 g=0.768 2/2 [==============================] - 0s 19ms/step >1, 686/693, d1=0.661, d2=0.655 g=0.787 2/2 [==============================] - 0s 21ms/step >1, 687/693, d1=0.704, d2=0.669 g=0.784 2/2 [==============================] - 0s 18ms/step >1, 688/693, d1=0.695, d2=0.679 g=0.765 2/2 [==============================] - 0s 18ms/step >1, 689/693, d1=0.685, d2=0.674 g=0.753 2/2 [==============================] - 0s 17ms/step >1, 690/693, d1=0.678, d2=0.676 g=0.757 2/2 [==============================] - 0s 19ms/step >1, 691/693, d1=0.665, d2=0.666 g=0.766 2/2 [==============================] - 0s 17ms/step >1, 692/693, d1=0.679, d2=0.668 g=0.746 2/2 [==============================] - 0s 22ms/step >1, 693/693, d1=0.667, d2=0.694 g=0.747 2/2 [==============================] - 0s 20ms/step >2, 1/693, d1=0.646, d2=0.725 g=0.744 2/2 [==============================] - 0s 21ms/step >2, 2/693, d1=0.676, d2=0.712 g=0.733 2/2 [==============================] - 0s 18ms/step >2, 3/693, d1=0.658, d2=0.705 g=0.726 2/2 [==============================] - 0s 16ms/step >2, 4/693, d1=0.677, d2=0.704 g=0.757 2/2 [==============================] - 0s 19ms/step >2, 5/693, d1=0.690, d2=0.688 g=0.771 2/2 [==============================] - 0s 16ms/step >2, 6/693, d1=0.673, d2=0.661 g=0.774 2/2 [==============================] - 0s 21ms/step >2, 7/693, d1=0.678, d2=0.653 g=0.796 2/2 [==============================] - 0s 18ms/step >2, 8/693, d1=0.689, d2=0.636 g=0.779 2/2 [==============================] - 0s 16ms/step >2, 9/693, d1=0.682, d2=0.647 g=0.794 2/2 [==============================] - 0s 17ms/step >2, 10/693, d1=0.719, d2=0.680 g=0.780 2/2 [==============================] - 0s 19ms/step >2, 11/693, d1=0.712, d2=0.656 g=0.770 2/2 [==============================] - 0s 19ms/step >2, 12/693, d1=0.685, d2=0.672 g=0.771 2/2 [==============================] - 0s 19ms/step >2, 13/693, d1=0.683, d2=0.683 g=0.763 2/2 [==============================] - 0s 19ms/step >2, 14/693, d1=0.666, d2=0.668 g=0.770 2/2 [==============================] - 0s 17ms/step >2, 15/693, d1=0.689, d2=0.688 g=0.740 2/2 [==============================] - 0s 18ms/step >2, 16/693, d1=0.680, d2=0.727 g=0.732 2/2 [==============================] - 0s 16ms/step >2, 17/693, d1=0.640, d2=0.697 g=0.733 2/2 [==============================] - 0s 18ms/step >2, 18/693, d1=0.668, d2=0.722 g=0.737 2/2 [==============================] - 0s 18ms/step >2, 19/693, d1=0.664, d2=0.727 g=0.740 2/2 [==============================] - 0s 18ms/step >2, 20/693, d1=0.660, d2=0.694 g=0.752 2/2 [==============================] - 0s 21ms/step >2, 21/693, d1=0.655, d2=0.712 g=0.763 2/2 [==============================] - 0s 18ms/step >2, 22/693, d1=0.682, d2=0.672 g=0.758 2/2 [==============================] - 0s 19ms/step >2, 23/693, d1=0.710, d2=0.680 g=0.778 2/2 [==============================] - 0s 18ms/step >2, 24/693, d1=0.682, d2=0.691 g=0.762 2/2 [==============================] - 0s 18ms/step >2, 25/693, d1=0.696, d2=0.688 g=0.735 2/2 [==============================] - 0s 18ms/step >2, 26/693, d1=0.679, d2=0.683 g=0.760 2/2 [==============================] - 0s 17ms/step >2, 27/693, d1=0.690, d2=0.668 g=0.747 2/2 [==============================] - 0s 24ms/step >2, 28/693, d1=0.663, d2=0.698 g=0.745 2/2 [==============================] - 0s 17ms/step >2, 29/693, d1=0.659, d2=0.695 g=0.751 2/2 [==============================] - 0s 17ms/step >2, 30/693, d1=0.678, d2=0.683 g=0.747 2/2 [==============================] - 0s 16ms/step >2, 31/693, d1=0.687, d2=0.670 g=0.774 2/2 [==============================] - 0s 16ms/step >2, 32/693, d1=0.734, d2=0.676 g=0.760 2/2 [==============================] - 0s 19ms/step >2, 33/693, d1=0.712, d2=0.676 g=0.757 2/2 [==============================] - 0s 20ms/step >2, 34/693, d1=0.674, d2=0.692 g=0.746 2/2 [==============================] - 0s 20ms/step >2, 35/693, d1=0.676, d2=0.694 g=0.752 2/2 [==============================] - 0s 18ms/step >2, 36/693, d1=0.706, d2=0.692 g=0.745 2/2 [==============================] - 0s 19ms/step >2, 37/693, d1=0.684, d2=0.678 g=0.751 2/2 [==============================] - 0s 20ms/step >2, 38/693, d1=0.674, d2=0.701 g=0.754 2/2 [==============================] - 0s 18ms/step >2, 39/693, d1=0.666, d2=0.690 g=0.741 2/2 [==============================] - 0s 19ms/step >2, 40/693, d1=0.677, d2=0.693 g=0.759 2/2 [==============================] - 0s 18ms/step >2, 41/693, d1=0.687, d2=0.709 g=0.756 2/2 [==============================] - 0s 18ms/step >2, 42/693, d1=0.677, d2=0.701 g=0.740 2/2 [==============================] - 0s 22ms/step >2, 43/693, d1=0.686, d2=0.690 g=0.774 2/2 [==============================] - 0s 17ms/step >2, 44/693, d1=0.685, d2=0.668 g=0.763 2/2 [==============================] - 0s 22ms/step >2, 45/693, d1=0.670, d2=0.683 g=0.753 2/2 [==============================] - 0s 23ms/step >2, 46/693, d1=0.684, d2=0.697 g=0.754 2/2 [==============================] - 0s 22ms/step >2, 47/693, d1=0.676, d2=0.683 g=0.759 2/2 [==============================] - 0s 20ms/step >2, 48/693, d1=0.667, d2=0.687 g=0.755 2/2 [==============================] - 0s 21ms/step >2, 49/693, d1=0.685, d2=0.674 g=0.770 2/2 [==============================] - 0s 22ms/step >2, 50/693, d1=0.687, d2=0.669 g=0.775 2/2 [==============================] - 0s 21ms/step >2, 51/693, d1=0.688, d2=0.684 g=0.775 2/2 [==============================] - 0s 21ms/step >2, 52/693, d1=0.691, d2=0.660 g=0.762 2/2 [==============================] - 0s 20ms/step >2, 53/693, d1=0.685, d2=0.694 g=0.772 2/2 [==============================] - 0s 19ms/step >2, 54/693, d1=0.697, d2=0.672 g=0.781 2/2 [==============================] - 0s 19ms/step >2, 55/693, d1=0.690, d2=0.671 g=0.786 2/2 [==============================] - 0s 20ms/step >2, 56/693, d1=0.684, d2=0.653 g=0.790 2/2 [==============================] - 0s 21ms/step >2, 57/693, d1=0.706, d2=0.670 g=0.770 2/2 [==============================] - 0s 19ms/step >2, 58/693, d1=0.696, d2=0.663 g=0.781 2/2 [==============================] - 0s 18ms/step >2, 59/693, d1=0.671, d2=0.686 g=0.748 2/2 [==============================] - 0s 21ms/step >2, 60/693, d1=0.686, d2=0.686 g=0.751 2/2 [==============================] - 0s 18ms/step >2, 61/693, d1=0.674, d2=0.694 g=0.750 2/2 [==============================] - 0s 18ms/step >2, 62/693, d1=0.661, d2=0.675 g=0.763 2/2 [==============================] - 0s 19ms/step >2, 63/693, d1=0.669, d2=0.690 g=0.741 2/2 [==============================] - 0s 20ms/step >2, 64/693, d1=0.686, d2=0.692 g=0.757 2/2 [==============================] - 0s 17ms/step >2, 65/693, d1=0.668, d2=0.687 g=0.752 2/2 [==============================] - 0s 17ms/step >2, 66/693, d1=0.694, d2=0.687 g=0.771 2/2 [==============================] - 0s 18ms/step >2, 67/693, d1=0.673, d2=0.675 g=0.767 2/2 [==============================] - 0s 20ms/step >2, 68/693, d1=0.703, d2=0.690 g=0.765 2/2 [==============================] - 0s 19ms/step >2, 69/693, d1=0.687, d2=0.669 g=0.791 2/2 [==============================] - 0s 19ms/step >2, 70/693, d1=0.719, d2=0.678 g=0.759 2/2 [==============================] - 0s 21ms/step >2, 71/693, d1=0.690, d2=0.660 g=0.761 2/2 [==============================] - 0s 19ms/step >2, 72/693, d1=0.704, d2=0.687 g=0.745 2/2 [==============================] - 0s 19ms/step >2, 73/693, d1=0.694, d2=0.666 g=0.754 2/2 [==============================] - 0s 19ms/step >2, 74/693, d1=0.678, d2=0.694 g=0.757 2/2 [==============================] - 0s 18ms/step >2, 75/693, d1=0.680, d2=0.664 g=0.754 2/2 [==============================] - 0s 18ms/step >2, 76/693, d1=0.662, d2=0.699 g=0.757 2/2 [==============================] - 0s 21ms/step >2, 77/693, d1=0.679, d2=0.677 g=0.762 2/2 [==============================] - 0s 21ms/step >2, 78/693, d1=0.686, d2=0.683 g=0.749 2/2 [==============================] - 0s 18ms/step >2, 79/693, d1=0.669, d2=0.707 g=0.743 2/2 [==============================] - 0s 17ms/step >2, 80/693, d1=0.671, d2=0.690 g=0.746 2/2 [==============================] - 0s 16ms/step >2, 81/693, d1=0.655, d2=0.685 g=0.737 2/2 [==============================] - 0s 17ms/step >2, 82/693, d1=0.670, d2=0.697 g=0.754 2/2 [==============================] - 0s 20ms/step >2, 83/693, d1=0.684, d2=0.674 g=0.752 2/2 [==============================] - 0s 18ms/step >2, 84/693, d1=0.668, d2=0.677 g=0.769 2/2 [==============================] - 0s 21ms/step >2, 85/693, d1=0.689, d2=0.674 g=0.753 2/2 [==============================] - 0s 19ms/step >2, 86/693, d1=0.702, d2=0.681 g=0.761 2/2 [==============================] - 0s 17ms/step >2, 87/693, d1=0.685, d2=0.654 g=0.766 2/2 [==============================] - 0s 17ms/step >2, 88/693, d1=0.704, d2=0.678 g=0.764 2/2 [==============================] - 0s 19ms/step >2, 89/693, d1=0.689, d2=0.687 g=0.744 2/2 [==============================] - 0s 17ms/step >2, 90/693, d1=0.676, d2=0.678 g=0.731 2/2 [==============================] - 0s 18ms/step >2, 91/693, d1=0.673, d2=0.700 g=0.740 2/2 [==============================] - 0s 20ms/step >2, 92/693, d1=0.675, d2=0.682 g=0.740 2/2 [==============================] - 0s 19ms/step >2, 93/693, d1=0.671, d2=0.687 g=0.755 2/2 [==============================] - 0s 19ms/step >2, 94/693, d1=0.669, d2=0.675 g=0.742 2/2 [==============================] - 0s 19ms/step >2, 95/693, d1=0.682, d2=0.701 g=0.745 2/2 [==============================] - 0s 18ms/step >2, 96/693, d1=0.652, d2=0.695 g=0.743 2/2 [==============================] - 0s 18ms/step >2, 97/693, d1=0.656, d2=0.688 g=0.746 2/2 [==============================] - 0s 21ms/step >2, 98/693, d1=0.665, d2=0.707 g=0.733 2/2 [==============================] - 0s 18ms/step >2, 99/693, d1=0.671, d2=0.722 g=0.734 2/2 [==============================] - 0s 18ms/step >2, 100/693, d1=0.655, d2=0.694 g=0.754 2/2 [==============================] - 0s 18ms/step >2, 101/693, d1=0.669, d2=0.691 g=0.766 2/2 [==============================] - 0s 17ms/step >2, 102/693, d1=0.696, d2=0.685 g=0.758 2/2 [==============================] - 0s 18ms/step >2, 103/693, d1=0.670, d2=0.686 g=0.745 2/2 [==============================] - 0s 19ms/step >2, 104/693, d1=0.666, d2=0.688 g=0.739 2/2 [==============================] - 0s 17ms/step >2, 105/693, d1=0.681, d2=0.677 g=0.747 2/2 [==============================] - 0s 21ms/step >2, 106/693, d1=0.678, d2=0.669 g=0.732 2/2 [==============================] - 0s 20ms/step >2, 107/693, d1=0.638, d2=0.721 g=0.735 2/2 [==============================] - 0s 18ms/step >2, 108/693, d1=0.660, d2=0.695 g=0.745 2/2 [==============================] - 0s 19ms/step >2, 109/693, d1=0.684, d2=0.700 g=0.751 2/2 [==============================] - 0s 16ms/step >2, 110/693, d1=0.666, d2=0.681 g=0.759 2/2 [==============================] - 0s 16ms/step >2, 111/693, d1=0.679, d2=0.687 g=0.733 2/2 [==============================] - 0s 17ms/step >2, 112/693, d1=0.653, d2=0.710 g=0.740 2/2 [==============================] - 0s 18ms/step >2, 113/693, d1=0.658, d2=0.693 g=0.763 2/2 [==============================] - 0s 21ms/step >2, 114/693, d1=0.672, d2=0.669 g=0.763 2/2 [==============================] - 0s 18ms/step >2, 115/693, d1=0.695, d2=0.669 g=0.752 2/2 [==============================] - 0s 19ms/step >2, 116/693, d1=0.711, d2=0.677 g=0.752 2/2 [==============================] - 0s 17ms/step >2, 117/693, d1=0.670, d2=0.692 g=0.763 2/2 [==============================] - 0s 18ms/step >2, 118/693, d1=0.672, d2=0.679 g=0.755 2/2 [==============================] - 0s 19ms/step >2, 119/693, d1=0.666, d2=0.673 g=0.745 2/2 [==============================] - 0s 18ms/step >2, 120/693, d1=0.673, d2=0.691 g=0.751 2/2 [==============================] - 0s 21ms/step >2, 121/693, d1=0.664, d2=0.698 g=0.755 2/2 [==============================] - 0s 18ms/step >2, 122/693, d1=0.683, d2=0.691 g=0.743 2/2 [==============================] - 0s 20ms/step >2, 123/693, d1=0.675, d2=0.696 g=0.766 2/2 [==============================] - 0s 17ms/step >2, 124/693, d1=0.679, d2=0.671 g=0.755 2/2 [==============================] - 0s 21ms/step >2, 125/693, d1=0.663, d2=0.713 g=0.769 2/2 [==============================] - 0s 17ms/step >2, 126/693, d1=0.676, d2=0.674 g=0.759 2/2 [==============================] - 0s 21ms/step >2, 127/693, d1=0.677, d2=0.689 g=0.761 2/2 [==============================] - 0s 18ms/step >2, 128/693, d1=0.694, d2=0.687 g=0.751 2/2 [==============================] - 0s 20ms/step >2, 129/693, d1=0.684, d2=0.682 g=0.778 2/2 [==============================] - 0s 19ms/step >2, 130/693, d1=0.667, d2=0.689 g=0.791 2/2 [==============================] - 0s 20ms/step >2, 131/693, d1=0.679, d2=0.663 g=0.771 2/2 [==============================] - 0s 19ms/step >2, 132/693, d1=0.683, d2=0.673 g=0.788 2/2 [==============================] - 0s 20ms/step >2, 133/693, d1=0.728, d2=0.661 g=0.778 2/2 [==============================] - 0s 20ms/step >2, 134/693, d1=0.703, d2=0.684 g=0.774 2/2 [==============================] - 0s 21ms/step >2, 135/693, d1=0.678, d2=0.689 g=0.752 2/2 [==============================] - 0s 19ms/step >2, 136/693, d1=0.680, d2=0.680 g=0.747 2/2 [==============================] - 0s 17ms/step >2, 137/693, d1=0.679, d2=0.703 g=0.763 2/2 [==============================] - 0s 21ms/step >2, 138/693, d1=0.698, d2=0.699 g=0.741 2/2 [==============================] - 0s 21ms/step >2, 139/693, d1=0.670, d2=0.695 g=0.764 2/2 [==============================] - 0s 21ms/step >2, 140/693, d1=0.657, d2=0.674 g=0.757 2/2 [==============================] - 0s 23ms/step >2, 141/693, d1=0.662, d2=0.682 g=0.757 2/2 [==============================] - 0s 20ms/step >2, 142/693, d1=0.662, d2=0.682 g=0.754 2/2 [==============================] - 0s 20ms/step >2, 143/693, d1=0.653, d2=0.693 g=0.750 2/2 [==============================] - 0s 20ms/step >2, 144/693, d1=0.689, d2=0.692 g=0.773 2/2 [==============================] - 0s 19ms/step >2, 145/693, d1=0.682, d2=0.682 g=0.761 2/2 [==============================] - 0s 21ms/step >2, 146/693, d1=0.695, d2=0.671 g=0.748 2/2 [==============================] - 0s 19ms/step >2, 147/693, d1=0.673, d2=0.681 g=0.760 2/2 [==============================] - 0s 20ms/step >2, 148/693, d1=0.672, d2=0.676 g=0.739 2/2 [==============================] - 0s 21ms/step >2, 149/693, d1=0.684, d2=0.706 g=0.760 2/2 [==============================] - 0s 22ms/step >2, 150/693, d1=0.692, d2=0.675 g=0.747 2/2 [==============================] - 0s 20ms/step >2, 151/693, d1=0.664, d2=0.683 g=0.761 2/2 [==============================] - 0s 21ms/step >2, 152/693, d1=0.665, d2=0.674 g=0.767 2/2 [==============================] - 0s 21ms/step >2, 153/693, d1=0.700, d2=0.670 g=0.751 2/2 [==============================] - 0s 20ms/step >2, 154/693, d1=0.675, d2=0.678 g=0.758 2/2 [==============================] - 0s 20ms/step >2, 155/693, d1=0.662, d2=0.667 g=0.768 2/2 [==============================] - 0s 22ms/step >2, 156/693, d1=0.682, d2=0.683 g=0.753 2/2 [==============================] - 0s 21ms/step >2, 157/693, d1=0.654, d2=0.680 g=0.756 2/2 [==============================] - 0s 18ms/step >2, 158/693, d1=0.685, d2=0.671 g=0.772 2/2 [==============================] - 0s 20ms/step >2, 159/693, d1=0.681, d2=0.699 g=0.758 2/2 [==============================] - 0s 19ms/step >2, 160/693, d1=0.673, d2=0.692 g=0.764 2/2 [==============================] - 0s 20ms/step >2, 161/693, d1=0.654, d2=0.675 g=0.765 2/2 [==============================] - 0s 20ms/step >2, 162/693, d1=0.664, d2=0.664 g=0.777 2/2 [==============================] - 0s 19ms/step >2, 163/693, d1=0.672, d2=0.693 g=0.750 2/2 [==============================] - 0s 19ms/step >2, 164/693, d1=0.679, d2=0.683 g=0.775 2/2 [==============================] - 0s 20ms/step >2, 165/693, d1=0.720, d2=0.670 g=0.770 2/2 [==============================] - 0s 20ms/step >2, 166/693, d1=0.705, d2=0.685 g=0.775 2/2 [==============================] - 0s 21ms/step >2, 167/693, d1=0.682, d2=0.696 g=0.768 2/2 [==============================] - 0s 21ms/step >2, 168/693, d1=0.673, d2=0.680 g=0.763 2/2 [==============================] - 0s 21ms/step >2, 169/693, d1=0.681, d2=0.684 g=0.753 2/2 [==============================] - 0s 21ms/step >2, 170/693, d1=0.667, d2=0.692 g=0.754 2/2 [==============================] - 0s 20ms/step >2, 171/693, d1=0.703, d2=0.674 g=0.755 2/2 [==============================] - 0s 21ms/step >2, 172/693, d1=0.666, d2=0.690 g=0.766 2/2 [==============================] - 0s 18ms/step >2, 173/693, d1=0.681, d2=0.692 g=0.752 2/2 [==============================] - 0s 20ms/step >2, 174/693, d1=0.658, d2=0.681 g=0.768 2/2 [==============================] - 0s 20ms/step >2, 175/693, d1=0.680, d2=0.685 g=0.770 2/2 [==============================] - 0s 19ms/step >2, 176/693, d1=0.654, d2=0.673 g=0.766 2/2 [==============================] - 0s 20ms/step >2, 177/693, d1=0.670, d2=0.682 g=0.756 2/2 [==============================] - 0s 19ms/step >2, 178/693, d1=0.677, d2=0.679 g=0.774 2/2 [==============================] - 0s 20ms/step >2, 179/693, d1=0.716, d2=0.679 g=0.787 2/2 [==============================] - 0s 22ms/step >2, 180/693, d1=0.685, d2=0.662 g=0.774 2/2 [==============================] - 0s 22ms/step >2, 181/693, d1=0.685, d2=0.676 g=0.784 2/2 [==============================] - 0s 20ms/step >2, 182/693, d1=0.700, d2=0.658 g=0.777 2/2 [==============================] - 0s 20ms/step >2, 183/693, d1=0.705, d2=0.662 g=0.773 2/2 [==============================] - 0s 20ms/step >2, 184/693, d1=0.696, d2=0.666 g=0.764 2/2 [==============================] - 0s 21ms/step >2, 185/693, d1=0.701, d2=0.671 g=0.756 2/2 [==============================] - 0s 21ms/step >2, 186/693, d1=0.686, d2=0.654 g=0.774 2/2 [==============================] - 0s 19ms/step >2, 187/693, d1=0.675, d2=0.686 g=0.761 2/2 [==============================] - 0s 19ms/step >2, 188/693, d1=0.677, d2=0.659 g=0.772 2/2 [==============================] - 0s 18ms/step >2, 189/693, d1=0.682, d2=0.661 g=0.765 2/2 [==============================] - 0s 20ms/step >2, 190/693, d1=0.658, d2=0.666 g=0.768 2/2 [==============================] - 0s 19ms/step >2, 191/693, d1=0.684, d2=0.687 g=0.761 2/2 [==============================] - 0s 19ms/step >2, 192/693, d1=0.674, d2=0.688 g=0.782 2/2 [==============================] - 0s 19ms/step >2, 193/693, d1=0.668, d2=0.667 g=0.768 2/2 [==============================] - 0s 20ms/step >2, 194/693, d1=0.699, d2=0.655 g=0.766 2/2 [==============================] - 0s 16ms/step >2, 195/693, d1=0.683, d2=0.657 g=0.773 2/2 [==============================] - 0s 21ms/step >2, 196/693, d1=0.650, d2=0.672 g=0.769 2/2 [==============================] - 0s 20ms/step >2, 197/693, d1=0.693, d2=0.661 g=0.786 2/2 [==============================] - 0s 22ms/step >2, 198/693, d1=0.661, d2=0.669 g=0.791 2/2 [==============================] - 0s 20ms/step >2, 199/693, d1=0.665, d2=0.684 g=0.779 2/2 [==============================] - 0s 19ms/step >2, 200/693, d1=0.660, d2=0.687 g=0.766 2/2 [==============================] - 0s 19ms/step >2, 201/693, d1=0.679, d2=0.665 g=0.769 2/2 [==============================] - 0s 20ms/step >2, 202/693, d1=0.655, d2=0.693 g=0.749 2/2 [==============================] - 0s 20ms/step >2, 203/693, d1=0.632, d2=0.696 g=0.745 2/2 [==============================] - 0s 20ms/step >2, 204/693, d1=0.627, d2=0.701 g=0.740 2/2 [==============================] - 0s 20ms/step >2, 205/693, d1=0.663, d2=0.714 g=0.758 2/2 [==============================] - 0s 21ms/step >2, 206/693, d1=0.631, d2=0.696 g=0.751 2/2 [==============================] - 0s 19ms/step >2, 207/693, d1=0.644, d2=0.686 g=0.767 2/2 [==============================] - 0s 18ms/step >2, 208/693, d1=0.678, d2=0.677 g=0.750 2/2 [==============================] - 0s 19ms/step >2, 209/693, d1=0.665, d2=0.693 g=0.784 2/2 [==============================] - 0s 19ms/step >2, 210/693, d1=0.666, d2=0.683 g=0.770 2/2 [==============================] - 0s 19ms/step >2, 211/693, d1=0.701, d2=0.685 g=0.786 2/2 [==============================] - 0s 19ms/step >2, 212/693, d1=0.689, d2=0.657 g=0.802 2/2 [==============================] - 0s 17ms/step >2, 213/693, d1=0.703, d2=0.660 g=0.788 2/2 [==============================] - 0s 20ms/step >2, 214/693, d1=0.679, d2=0.670 g=0.777 2/2 [==============================] - 0s 21ms/step >2, 215/693, d1=0.668, d2=0.662 g=0.761 2/2 [==============================] - 0s 21ms/step >2, 216/693, d1=0.678, d2=0.702 g=0.759 2/2 [==============================] - 0s 19ms/step >2, 217/693, d1=0.665, d2=0.664 g=0.743 2/2 [==============================] - 0s 23ms/step >2, 218/693, d1=0.649, d2=0.705 g=0.751 2/2 [==============================] - 0s 21ms/step >2, 219/693, d1=0.642, d2=0.704 g=0.756 2/2 [==============================] - 0s 20ms/step >2, 220/693, d1=0.631, d2=0.689 g=0.751 2/2 [==============================] - 0s 19ms/step >2, 221/693, d1=0.646, d2=0.718 g=0.754 2/2 [==============================] - 0s 21ms/step >2, 222/693, d1=0.664, d2=0.688 g=0.764 2/2 [==============================] - 0s 20ms/step >2, 223/693, d1=0.703, d2=0.657 g=0.796 2/2 [==============================] - 0s 18ms/step >2, 224/693, d1=0.685, d2=0.676 g=0.816 2/2 [==============================] - 0s 20ms/step >2, 225/693, d1=0.701, d2=0.662 g=0.808 2/2 [==============================] - 0s 17ms/step >2, 226/693, d1=0.699, d2=0.645 g=0.798 2/2 [==============================] - 0s 19ms/step >2, 227/693, d1=0.688, d2=0.633 g=0.799 2/2 [==============================] - 0s 21ms/step >2, 228/693, d1=0.674, d2=0.675 g=0.787 2/2 [==============================] - 0s 19ms/step >2, 229/693, d1=0.674, d2=0.661 g=0.758 2/2 [==============================] - 0s 20ms/step >2, 230/693, d1=0.692, d2=0.661 g=0.752 2/2 [==============================] - 0s 21ms/step >2, 231/693, d1=0.641, d2=0.693 g=0.756 2/2 [==============================] - 0s 19ms/step >2, 232/693, d1=0.607, d2=0.696 g=0.758 2/2 [==============================] - 0s 20ms/step >2, 233/693, d1=0.639, d2=0.680 g=0.744 2/2 [==============================] - 0s 17ms/step >2, 234/693, d1=0.623, d2=0.713 g=0.753 2/2 [==============================] - 0s 20ms/step >2, 235/693, d1=0.632, d2=0.724 g=0.753 2/2 [==============================] - 0s 22ms/step >2, 236/693, d1=0.635, d2=0.700 g=0.768 2/2 [==============================] - 0s 19ms/step >2, 237/693, d1=0.640, d2=0.689 g=0.782 2/2 [==============================] - 0s 18ms/step >2, 238/693, d1=0.660, d2=0.655 g=0.774 2/2 [==============================] - 0s 16ms/step >2, 239/693, d1=0.687, d2=0.669 g=0.795 2/2 [==============================] - 0s 20ms/step >2, 240/693, d1=0.672, d2=0.672 g=0.809 2/2 [==============================] - 0s 19ms/step >2, 241/693, d1=0.694, d2=0.627 g=0.804 2/2 [==============================] - 0s 20ms/step >2, 242/693, d1=0.681, d2=0.641 g=0.798 2/2 [==============================] - 0s 19ms/step >2, 243/693, d1=0.713, d2=0.651 g=0.784 2/2 [==============================] - 0s 18ms/step >2, 244/693, d1=0.693, d2=0.650 g=0.778 2/2 [==============================] - 0s 17ms/step >2, 245/693, d1=0.682, d2=0.646 g=0.784 2/2 [==============================] - 0s 19ms/step >2, 246/693, d1=0.670, d2=0.667 g=0.747 2/2 [==============================] - 0s 18ms/step >2, 247/693, d1=0.667, d2=0.729 g=0.740 2/2 [==============================] - 0s 17ms/step >2, 248/693, d1=0.649, d2=0.732 g=0.745 2/2 [==============================] - 0s 19ms/step >2, 249/693, d1=0.643, d2=0.710 g=0.735 2/2 [==============================] - 0s 19ms/step >2, 250/693, d1=0.652, d2=0.675 g=0.772 2/2 [==============================] - 0s 22ms/step >2, 251/693, d1=0.659, d2=0.668 g=0.813 2/2 [==============================] - 0s 18ms/step >2, 252/693, d1=0.703, d2=0.621 g=0.850 2/2 [==============================] - 0s 19ms/step >2, 253/693, d1=0.717, d2=0.633 g=0.819 2/2 [==============================] - 0s 18ms/step >2, 254/693, d1=0.714, d2=0.637 g=0.798 2/2 [==============================] - 0s 18ms/step >2, 255/693, d1=0.715, d2=0.670 g=0.773 2/2 [==============================] - 0s 20ms/step >2, 256/693, d1=0.695, d2=0.674 g=0.756 2/2 [==============================] - 0s 18ms/step >2, 257/693, d1=0.691, d2=0.698 g=0.732 2/2 [==============================] - 0s 19ms/step >2, 258/693, d1=0.619, d2=0.717 g=0.724 2/2 [==============================] - 0s 17ms/step >2, 259/693, d1=0.633, d2=0.722 g=0.723 2/2 [==============================] - 0s 18ms/step >2, 260/693, d1=0.579, d2=0.739 g=0.729 2/2 [==============================] - 0s 17ms/step >2, 261/693, d1=0.578, d2=0.774 g=0.706 2/2 [==============================] - 0s 17ms/step >2, 262/693, d1=0.604, d2=0.765 g=0.694 2/2 [==============================] - 0s 19ms/step >2, 263/693, d1=0.607, d2=0.778 g=0.712 2/2 [==============================] - 0s 18ms/step >2, 264/693, d1=0.663, d2=0.750 g=0.753 2/2 [==============================] - 0s 17ms/step >2, 265/693, d1=0.659, d2=0.661 g=0.841 2/2 [==============================] - 0s 19ms/step >2, 266/693, d1=0.703, d2=0.624 g=0.882 2/2 [==============================] - 0s 20ms/step >2, 267/693, d1=0.695, d2=0.618 g=0.882 2/2 [==============================] - 0s 19ms/step >2, 268/693, d1=0.740, d2=0.610 g=0.833 2/2 [==============================] - 0s 17ms/step >2, 269/693, d1=0.720, d2=0.651 g=0.789 2/2 [==============================] - 0s 18ms/step >2, 270/693, d1=0.691, d2=0.636 g=0.762 2/2 [==============================] - 0s 20ms/step >2, 271/693, d1=0.678, d2=0.667 g=0.753 2/2 [==============================] - 0s 18ms/step >2, 272/693, d1=0.671, d2=0.711 g=0.748 2/2 [==============================] - 0s 17ms/step >2, 273/693, d1=0.628, d2=0.690 g=0.731 2/2 [==============================] - 0s 17ms/step >2, 274/693, d1=0.610, d2=0.694 g=0.724 2/2 [==============================] - 0s 17ms/step >2, 275/693, d1=0.586, d2=0.738 g=0.734 2/2 [==============================] - 0s 18ms/step >2, 276/693, d1=0.566, d2=0.743 g=0.709 2/2 [==============================] - 0s 17ms/step >2, 277/693, d1=0.581, d2=0.777 g=0.710 2/2 [==============================] - 0s 20ms/step >2, 278/693, d1=0.610, d2=0.785 g=0.731 2/2 [==============================] - 0s 22ms/step >2, 279/693, d1=0.663, d2=0.731 g=0.807 2/2 [==============================] - 0s 20ms/step >2, 280/693, d1=0.693, d2=0.619 g=0.896 2/2 [==============================] - 0s 18ms/step >2, 281/693, d1=0.704, d2=0.600 g=0.914 2/2 [==============================] - 0s 23ms/step >2, 282/693, d1=0.741, d2=0.583 g=0.874 2/2 [==============================] - 0s 19ms/step >2, 283/693, d1=0.734, d2=0.619 g=0.808 2/2 [==============================] - 0s 19ms/step >2, 284/693, d1=0.705, d2=0.645 g=0.778 2/2 [==============================] - 0s 20ms/step >2, 285/693, d1=0.698, d2=0.687 g=0.765 2/2 [==============================] - 0s 20ms/step >2, 286/693, d1=0.652, d2=0.671 g=0.764 2/2 [==============================] - 0s 17ms/step >2, 287/693, d1=0.625, d2=0.674 g=0.749 2/2 [==============================] - 0s 18ms/step >2, 288/693, d1=0.592, d2=0.680 g=0.768 2/2 [==============================] - 0s 17ms/step >2, 289/693, d1=0.563, d2=0.692 g=0.774 2/2 [==============================] - 0s 18ms/step >2, 290/693, d1=0.577, d2=0.728 g=0.743 2/2 [==============================] - 0s 18ms/step >2, 291/693, d1=0.565, d2=0.766 g=0.712 2/2 [==============================] - 0s 21ms/step >2, 292/693, d1=0.639, d2=0.794 g=0.706 2/2 [==============================] - 0s 21ms/step >2, 293/693, d1=0.635, d2=0.759 g=0.764 2/2 [==============================] - 0s 17ms/step >2, 294/693, d1=0.665, d2=0.686 g=0.864 2/2 [==============================] - 0s 18ms/step >2, 295/693, d1=0.689, d2=0.597 g=0.952 2/2 [==============================] - 0s 18ms/step >2, 296/693, d1=0.710, d2=0.565 g=0.945 2/2 [==============================] - 0s 17ms/step >2, 297/693, d1=0.765, d2=0.563 g=0.901 2/2 [==============================] - 0s 18ms/step >2, 298/693, d1=0.752, d2=0.624 g=0.819 2/2 [==============================] - 0s 16ms/step >2, 299/693, d1=0.723, d2=0.656 g=0.760 2/2 [==============================] - 0s 19ms/step >2, 300/693, d1=0.681, d2=0.669 g=0.742 2/2 [==============================] - 0s 18ms/step >2, 301/693, d1=0.658, d2=0.682 g=0.742 2/2 [==============================] - 0s 16ms/step >2, 302/693, d1=0.617, d2=0.684 g=0.748 2/2 [==============================] - 0s 21ms/step >2, 303/693, d1=0.608, d2=0.693 g=0.735 2/2 [==============================] - 0s 20ms/step >2, 304/693, d1=0.573, d2=0.711 g=0.739 2/2 [==============================] - 0s 19ms/step >2, 305/693, d1=0.548, d2=0.725 g=0.726 2/2 [==============================] - 0s 22ms/step >2, 306/693, d1=0.548, d2=0.795 g=0.714 2/2 [==============================] - 0s 20ms/step >2, 307/693, d1=0.588, d2=0.807 g=0.728 2/2 [==============================] - 0s 21ms/step >2, 308/693, d1=0.649, d2=0.723 g=0.753 2/2 [==============================] - 0s 19ms/step >2, 309/693, d1=0.683, d2=0.713 g=0.815 2/2 [==============================] - 0s 20ms/step >2, 310/693, d1=0.694, d2=0.625 g=0.927 2/2 [==============================] - 0s 18ms/step >2, 311/693, d1=0.748, d2=0.586 g=0.941 2/2 [==============================] - 0s 21ms/step >2, 312/693, d1=0.788, d2=0.594 g=0.894 2/2 [==============================] - 0s 18ms/step >2, 313/693, d1=0.751, d2=0.617 g=0.834 2/2 [==============================] - 0s 18ms/step >2, 314/693, d1=0.689, d2=0.640 g=0.808 2/2 [==============================] - 0s 21ms/step >2, 315/693, d1=0.697, d2=0.642 g=0.779 2/2 [==============================] - 0s 20ms/step >2, 316/693, d1=0.699, d2=0.678 g=0.763 2/2 [==============================] - 0s 20ms/step >2, 317/693, d1=0.626, d2=0.673 g=0.757 2/2 [==============================] - 0s 19ms/step >2, 318/693, d1=0.642, d2=0.687 g=0.761 2/2 [==============================] - 0s 18ms/step >2, 319/693, d1=0.594, d2=0.705 g=0.744 2/2 [==============================] - 0s 19ms/step >2, 320/693, d1=0.612, d2=0.721 g=0.750 2/2 [==============================] - 0s 21ms/step >2, 321/693, d1=0.597, d2=0.712 g=0.727 2/2 [==============================] - 0s 22ms/step >2, 322/693, d1=0.605, d2=0.767 g=0.712 2/2 [==============================] - 0s 19ms/step >2, 323/693, d1=0.634, d2=0.774 g=0.731 2/2 [==============================] - 0s 18ms/step >2, 324/693, d1=0.678, d2=0.731 g=0.794 2/2 [==============================] - 0s 20ms/step >2, 325/693, d1=0.709, d2=0.631 g=0.874 2/2 [==============================] - 0s 18ms/step >2, 326/693, d1=0.742, d2=0.599 g=0.920 2/2 [==============================] - 0s 19ms/step >2, 327/693, d1=0.752, d2=0.597 g=0.890 2/2 [==============================] - 0s 21ms/step >2, 328/693, d1=0.735, d2=0.616 g=0.864 2/2 [==============================] - 0s 20ms/step >2, 329/693, d1=0.735, d2=0.615 g=0.822 2/2 [==============================] - 0s 19ms/step >2, 330/693, d1=0.714, d2=0.633 g=0.781 2/2 [==============================] - 0s 20ms/step >2, 331/693, d1=0.721, d2=0.677 g=0.755 2/2 [==============================] - 0s 21ms/step >2, 332/693, d1=0.664, d2=0.687 g=0.752 2/2 [==============================] - 0s 19ms/step >2, 333/693, d1=0.632, d2=0.693 g=0.747 2/2 [==============================] - 0s 21ms/step >2, 334/693, d1=0.613, d2=0.682 g=0.756 2/2 [==============================] - 0s 23ms/step >2, 335/693, d1=0.617, d2=0.723 g=0.740 2/2 [==============================] - 0s 21ms/step >2, 336/693, d1=0.613, d2=0.724 g=0.730 2/2 [==============================] - 0s 20ms/step >2, 337/693, d1=0.626, d2=0.715 g=0.748 2/2 [==============================] - 0s 20ms/step >2, 338/693, d1=0.627, d2=0.716 g=0.742 2/2 [==============================] - 0s 19ms/step >2, 339/693, d1=0.654, d2=0.736 g=0.779 2/2 [==============================] - 0s 22ms/step >2, 340/693, d1=0.673, d2=0.658 g=0.848 2/2 [==============================] - 0s 21ms/step >2, 341/693, d1=0.699, d2=0.616 g=0.870 2/2 [==============================] - 0s 17ms/step >2, 342/693, d1=0.724, d2=0.602 g=0.890 2/2 [==============================] - 0s 19ms/step >2, 343/693, d1=0.720, d2=0.601 g=0.888 2/2 [==============================] - 0s 19ms/step >2, 344/693, d1=0.712, d2=0.629 g=0.836 2/2 [==============================] - 0s 18ms/step >2, 345/693, d1=0.721, d2=0.632 g=0.803 2/2 [==============================] - 0s 18ms/step >2, 346/693, d1=0.685, d2=0.661 g=0.801 2/2 [==============================] - 0s 18ms/step >2, 347/693, d1=0.701, d2=0.657 g=0.789 2/2 [==============================] - 0s 19ms/step >2, 348/693, d1=0.654, d2=0.667 g=0.769 2/2 [==============================] - 0s 19ms/step >2, 349/693, d1=0.614, d2=0.677 g=0.788 2/2 [==============================] - 0s 20ms/step >2, 350/693, d1=0.647, d2=0.661 g=0.774 2/2 [==============================] - 0s 18ms/step >2, 351/693, d1=0.654, d2=0.668 g=0.757 2/2 [==============================] - 0s 15ms/step >2, 352/693, d1=0.606, d2=0.709 g=0.767 2/2 [==============================] - 0s 22ms/step >2, 353/693, d1=0.602, d2=0.721 g=0.760 2/2 [==============================] - 0s 19ms/step >2, 354/693, d1=0.642, d2=0.718 g=0.758 2/2 [==============================] - 0s 19ms/step >2, 355/693, d1=0.649, d2=0.697 g=0.745 2/2 [==============================] - 0s 20ms/step >2, 356/693, d1=0.636, d2=0.698 g=0.780 2/2 [==============================] - 0s 18ms/step >2, 357/693, d1=0.684, d2=0.701 g=0.814 2/2 [==============================] - 0s 18ms/step >2, 358/693, d1=0.685, d2=0.651 g=0.836 2/2 [==============================] - 0s 18ms/step >2, 359/693, d1=0.713, d2=0.603 g=0.865 2/2 [==============================] - 0s 17ms/step >2, 360/693, d1=0.706, d2=0.617 g=0.861 2/2 [==============================] - 0s 18ms/step >2, 361/693, d1=0.745, d2=0.624 g=0.823 2/2 [==============================] - 0s 17ms/step >2, 362/693, d1=0.707, d2=0.667 g=0.794 2/2 [==============================] - 0s 21ms/step >2, 363/693, d1=0.685, d2=0.651 g=0.776 2/2 [==============================] - 0s 20ms/step >2, 364/693, d1=0.677, d2=0.691 g=0.775 2/2 [==============================] - 0s 18ms/step >2, 365/693, d1=0.631, d2=0.700 g=0.746 2/2 [==============================] - 0s 20ms/step >2, 366/693, d1=0.656, d2=0.681 g=0.760 2/2 [==============================] - 0s 18ms/step >2, 367/693, d1=0.650, d2=0.692 g=0.737 2/2 [==============================] - 0s 16ms/step >2, 368/693, d1=0.649, d2=0.668 g=0.732 2/2 [==============================] - 0s 18ms/step >2, 369/693, d1=0.618, d2=0.697 g=0.727 2/2 [==============================] - 0s 19ms/step >2, 370/693, d1=0.584, d2=0.707 g=0.747 2/2 [==============================] - 0s 18ms/step >2, 371/693, d1=0.598, d2=0.734 g=0.752 2/2 [==============================] - 0s 16ms/step >2, 372/693, d1=0.622, d2=0.723 g=0.752 2/2 [==============================] - 0s 19ms/step >2, 373/693, d1=0.659, d2=0.706 g=0.768 2/2 [==============================] - 0s 18ms/step >2, 374/693, d1=0.677, d2=0.678 g=0.831 2/2 [==============================] - 0s 18ms/step >2, 375/693, d1=0.734, d2=0.634 g=0.882 2/2 [==============================] - 0s 17ms/step >2, 376/693, d1=0.714, d2=0.624 g=0.928 2/2 [==============================] - 0s 20ms/step >2, 377/693, d1=0.740, d2=0.577 g=0.898 2/2 [==============================] - 0s 19ms/step >2, 378/693, d1=0.803, d2=0.600 g=0.822 2/2 [==============================] - 0s 18ms/step >2, 379/693, d1=0.729, d2=0.659 g=0.775 2/2 [==============================] - 0s 18ms/step >2, 380/693, d1=0.669, d2=0.673 g=0.761 2/2 [==============================] - 0s 17ms/step >2, 381/693, d1=0.672, d2=0.694 g=0.747 2/2 [==============================] - 0s 19ms/step >2, 382/693, d1=0.627, d2=0.667 g=0.774 2/2 [==============================] - 0s 19ms/step >2, 383/693, d1=0.620, d2=0.669 g=0.784 2/2 [==============================] - 0s 20ms/step >2, 384/693, d1=0.589, d2=0.693 g=0.764 2/2 [==============================] - 0s 21ms/step >2, 385/693, d1=0.602, d2=0.701 g=0.744 2/2 [==============================] - 0s 21ms/step >2, 386/693, d1=0.602, d2=0.735 g=0.733 2/2 [==============================] - 0s 20ms/step >2, 387/693, d1=0.580, d2=0.771 g=0.708 2/2 [==============================] - 0s 21ms/step >2, 388/693, d1=0.609, d2=0.791 g=0.745 2/2 [==============================] - 0s 21ms/step >2, 389/693, d1=0.632, d2=0.724 g=0.785 2/2 [==============================] - 0s 20ms/step >2, 390/693, d1=0.675, d2=0.675 g=0.839 2/2 [==============================] - 0s 20ms/step >2, 391/693, d1=0.693, d2=0.624 g=0.891 2/2 [==============================] - 0s 20ms/step >2, 392/693, d1=0.717, d2=0.580 g=0.920 2/2 [==============================] - 0s 19ms/step >2, 393/693, d1=0.703, d2=0.611 g=0.875 2/2 [==============================] - 0s 22ms/step >2, 394/693, d1=0.754, d2=0.632 g=0.835 2/2 [==============================] - 0s 21ms/step >2, 395/693, d1=0.731, d2=0.673 g=0.766 2/2 [==============================] - 0s 19ms/step >2, 396/693, d1=0.700, d2=0.678 g=0.764 2/2 [==============================] - 0s 19ms/step >2, 397/693, d1=0.649, d2=0.702 g=0.747 2/2 [==============================] - 0s 19ms/step >2, 398/693, d1=0.640, d2=0.694 g=0.729 2/2 [==============================] - 0s 21ms/step >2, 399/693, d1=0.616, d2=0.717 g=0.726 2/2 [==============================] - 0s 21ms/step >2, 400/693, d1=0.594, d2=0.717 g=0.736 2/2 [==============================] - 0s 18ms/step >2, 401/693, d1=0.633, d2=0.719 g=0.727 2/2 [==============================] - 0s 18ms/step >2, 402/693, d1=0.599, d2=0.718 g=0.760 2/2 [==============================] - 0s 16ms/step >2, 403/693, d1=0.613, d2=0.735 g=0.755 2/2 [==============================] - 0s 19ms/step >2, 404/693, d1=0.671, d2=0.730 g=0.762 2/2 [==============================] - 0s 17ms/step >2, 405/693, d1=0.684, d2=0.692 g=0.800 2/2 [==============================] - 0s 18ms/step >2, 406/693, d1=0.679, d2=0.625 g=0.819 2/2 [==============================] - 0s 18ms/step >2, 407/693, d1=0.701, d2=0.646 g=0.851 2/2 [==============================] - 0s 17ms/step >2, 408/693, d1=0.710, d2=0.661 g=0.831 2/2 [==============================] - 0s 17ms/step >2, 409/693, d1=0.700, d2=0.604 g=0.818 2/2 [==============================] - 0s 17ms/step >2, 410/693, d1=0.715, d2=0.644 g=0.808 2/2 [==============================] - 0s 18ms/step >2, 411/693, d1=0.686, d2=0.653 g=0.797 2/2 [==============================] - 0s 19ms/step >2, 412/693, d1=0.668, d2=0.651 g=0.778 2/2 [==============================] - 0s 20ms/step >2, 413/693, d1=0.652, d2=0.664 g=0.764 2/2 [==============================] - 0s 19ms/step >2, 414/693, d1=0.656, d2=0.669 g=0.761 2/2 [==============================] - 0s 17ms/step >2, 415/693, d1=0.634, d2=0.690 g=0.759 2/2 [==============================] - 0s 18ms/step >2, 416/693, d1=0.618, d2=0.692 g=0.759 2/2 [==============================] - 0s 17ms/step >2, 417/693, d1=0.599, d2=0.689 g=0.756 2/2 [==============================] - 0s 17ms/step >2, 418/693, d1=0.589, d2=0.712 g=0.750 2/2 [==============================] - 0s 20ms/step >2, 419/693, d1=0.606, d2=0.693 g=0.746 2/2 [==============================] - 0s 20ms/step >2, 420/693, d1=0.605, d2=0.737 g=0.744 2/2 [==============================] - 0s 17ms/step >2, 421/693, d1=0.634, d2=0.731 g=0.749 2/2 [==============================] - 0s 19ms/step >2, 422/693, d1=0.613, d2=0.717 g=0.779 2/2 [==============================] - 0s 19ms/step >2, 423/693, d1=0.649, d2=0.681 g=0.825 2/2 [==============================] - 0s 18ms/step >2, 424/693, d1=0.698, d2=0.653 g=0.844 2/2 [==============================] - 0s 20ms/step >2, 425/693, d1=0.700, d2=0.651 g=0.870 2/2 [==============================] - 0s 19ms/step >2, 426/693, d1=0.717, d2=0.630 g=0.849 2/2 [==============================] - 0s 18ms/step >2, 427/693, d1=0.727, d2=0.645 g=0.839 2/2 [==============================] - 0s 19ms/step >2, 428/693, d1=0.704, d2=0.645 g=0.820 2/2 [==============================] - 0s 18ms/step >2, 429/693, d1=0.688, d2=0.660 g=0.805 2/2 [==============================] - 0s 18ms/step >2, 430/693, d1=0.688, d2=0.654 g=0.787 2/2 [==============================] - 0s 18ms/step >2, 431/693, d1=0.681, d2=0.669 g=0.780 2/2 [==============================] - 0s 17ms/step >2, 432/693, d1=0.664, d2=0.686 g=0.790 2/2 [==============================] - 0s 17ms/step >2, 433/693, d1=0.637, d2=0.675 g=0.772 2/2 [==============================] - 0s 20ms/step >2, 434/693, d1=0.639, d2=0.681 g=0.774 2/2 [==============================] - 0s 18ms/step >2, 435/693, d1=0.644, d2=0.685 g=0.769 2/2 [==============================] - 0s 17ms/step >2, 436/693, d1=0.652, d2=0.685 g=0.770 2/2 [==============================] - 0s 20ms/step >2, 437/693, d1=0.658, d2=0.687 g=0.784 2/2 [==============================] - 0s 16ms/step >2, 438/693, d1=0.678, d2=0.694 g=0.802 2/2 [==============================] - 0s 17ms/step >2, 439/693, d1=0.676, d2=0.661 g=0.809 2/2 [==============================] - 0s 20ms/step >2, 440/693, d1=0.687, d2=0.661 g=0.802 2/2 [==============================] - 0s 20ms/step >2, 441/693, d1=0.664, d2=0.650 g=0.813 2/2 [==============================] - 0s 20ms/step >2, 442/693, d1=0.691, d2=0.651 g=0.816 2/2 [==============================] - 0s 18ms/step >2, 443/693, d1=0.682, d2=0.665 g=0.787 2/2 [==============================] - 0s 19ms/step >2, 444/693, d1=0.680, d2=0.673 g=0.779 2/2 [==============================] - 0s 18ms/step >2, 445/693, d1=0.687, d2=0.683 g=0.774 2/2 [==============================] - 0s 19ms/step >2, 446/693, d1=0.670, d2=0.665 g=0.796 2/2 [==============================] - 0s 18ms/step >2, 447/693, d1=0.680, d2=0.668 g=0.782 2/2 [==============================] - 0s 20ms/step >2, 448/693, d1=0.681, d2=0.676 g=0.792 2/2 [==============================] - 0s 19ms/step >2, 449/693, d1=0.639, d2=0.682 g=0.779 2/2 [==============================] - 0s 18ms/step >2, 450/693, d1=0.637, d2=0.694 g=0.792 2/2 [==============================] - 0s 18ms/step >2, 451/693, d1=0.667, d2=0.662 g=0.769 2/2 [==============================] - 0s 19ms/step >2, 452/693, d1=0.667, d2=0.673 g=0.753 2/2 [==============================] - 0s 18ms/step >2, 453/693, d1=0.660, d2=0.682 g=0.765 2/2 [==============================] - 0s 19ms/step >2, 454/693, d1=0.649, d2=0.670 g=0.773 2/2 [==============================] - 0s 20ms/step >2, 455/693, d1=0.684, d2=0.677 g=0.754 2/2 [==============================] - 0s 17ms/step >2, 456/693, d1=0.676, d2=0.678 g=0.768 2/2 [==============================] - 0s 20ms/step >2, 457/693, d1=0.677, d2=0.669 g=0.764 2/2 [==============================] - 0s 18ms/step >2, 458/693, d1=0.647, d2=0.682 g=0.780 2/2 [==============================] - 0s 18ms/step >2, 459/693, d1=0.670, d2=0.697 g=0.797 2/2 [==============================] - 0s 19ms/step >2, 460/693, d1=0.659, d2=0.649 g=0.812 2/2 [==============================] - 0s 19ms/step >2, 461/693, d1=0.683, d2=0.634 g=0.795 2/2 [==============================] - 0s 19ms/step >2, 462/693, d1=0.686, d2=0.639 g=0.820 2/2 [==============================] - 0s 17ms/step >2, 463/693, d1=0.689, d2=0.661 g=0.801 2/2 [==============================] - 0s 19ms/step >2, 464/693, d1=0.671, d2=0.701 g=0.787 2/2 [==============================] - 0s 19ms/step >2, 465/693, d1=0.672, d2=0.669 g=0.777 2/2 [==============================] - 0s 18ms/step >2, 466/693, d1=0.676, d2=0.671 g=0.770 2/2 [==============================] - 0s 17ms/step >2, 467/693, d1=0.669, d2=0.670 g=0.771 2/2 [==============================] - 0s 18ms/step >2, 468/693, d1=0.641, d2=0.673 g=0.782 2/2 [==============================] - 0s 22ms/step >2, 469/693, d1=0.633, d2=0.709 g=0.763 2/2 [==============================] - 0s 17ms/step >2, 470/693, d1=0.665, d2=0.687 g=0.770 2/2 [==============================] - 0s 18ms/step >2, 471/693, d1=0.640, d2=0.689 g=0.781 2/2 [==============================] - 0s 19ms/step >2, 472/693, d1=0.651, d2=0.670 g=0.811 2/2 [==============================] - 0s 18ms/step >2, 473/693, d1=0.675, d2=0.666 g=0.790 2/2 [==============================] - 0s 18ms/step >2, 474/693, d1=0.681, d2=0.648 g=0.801 2/2 [==============================] - 0s 21ms/step >2, 475/693, d1=0.671, d2=0.638 g=0.809 2/2 [==============================] - 0s 19ms/step >2, 476/693, d1=0.686, d2=0.672 g=0.786 2/2 [==============================] - 0s 18ms/step >2, 477/693, d1=0.657, d2=0.672 g=0.788 2/2 [==============================] - 0s 21ms/step >2, 478/693, d1=0.656, d2=0.673 g=0.783 2/2 [==============================] - 0s 20ms/step >2, 479/693, d1=0.681, d2=0.674 g=0.765 2/2 [==============================] - 0s 22ms/step >2, 480/693, d1=0.674, d2=0.647 g=0.767 2/2 [==============================] - 0s 20ms/step >2, 481/693, d1=0.666, d2=0.675 g=0.784 2/2 [==============================] - 0s 18ms/step >2, 482/693, d1=0.659, d2=0.669 g=0.784 2/2 [==============================] - 0s 20ms/step >2, 483/693, d1=0.664, d2=0.660 g=0.770 2/2 [==============================] - 0s 19ms/step >2, 484/693, d1=0.623, d2=0.652 g=0.775 2/2 [==============================] - 0s 19ms/step >2, 485/693, d1=0.664, d2=0.703 g=0.766 2/2 [==============================] - 0s 18ms/step >2, 486/693, d1=0.639, d2=0.682 g=0.785 2/2 [==============================] - 0s 18ms/step >2, 487/693, d1=0.660, d2=0.679 g=0.786 2/2 [==============================] - 0s 21ms/step >2, 488/693, d1=0.660, d2=0.669 g=0.795 2/2 [==============================] - 0s 19ms/step >2, 489/693, d1=0.639, d2=0.663 g=0.788 2/2 [==============================] - 0s 18ms/step >2, 490/693, d1=0.676, d2=0.656 g=0.791 2/2 [==============================] - 0s 20ms/step >2, 491/693, d1=0.690, d2=0.677 g=0.795 2/2 [==============================] - 0s 20ms/step >2, 492/693, d1=0.671, d2=0.673 g=0.797 2/2 [==============================] - 0s 17ms/step >2, 493/693, d1=0.671, d2=0.656 g=0.767 2/2 [==============================] - 0s 19ms/step >2, 494/693, d1=0.687, d2=0.685 g=0.766 2/2 [==============================] - 0s 19ms/step >2, 495/693, d1=0.645, d2=0.675 g=0.765 2/2 [==============================] - 0s 18ms/step >2, 496/693, d1=0.697, d2=0.636 g=0.758 2/2 [==============================] - 0s 17ms/step >2, 497/693, d1=0.657, d2=0.689 g=0.757 2/2 [==============================] - 0s 20ms/step >2, 498/693, d1=0.650, d2=0.700 g=0.771 2/2 [==============================] - 0s 17ms/step >2, 499/693, d1=0.649, d2=0.666 g=0.794 2/2 [==============================] - 0s 18ms/step >2, 500/693, d1=0.638, d2=0.646 g=0.828 2/2 [==============================] - 0s 18ms/step >2, 501/693, d1=0.701, d2=0.662 g=0.807 2/2 [==============================] - 0s 18ms/step >2, 502/693, d1=0.661, d2=0.650 g=0.801 2/2 [==============================] - 0s 18ms/step >2, 503/693, d1=0.702, d2=0.662 g=0.782 2/2 [==============================] - 0s 18ms/step >2, 504/693, d1=0.685, d2=0.670 g=0.783 2/2 [==============================] - 0s 21ms/step >2, 505/693, d1=0.677, d2=0.680 g=0.793 2/2 [==============================] - 0s 15ms/step >2, 506/693, d1=0.665, d2=0.674 g=0.779 2/2 [==============================] - 0s 16ms/step >2, 507/693, d1=0.641, d2=0.662 g=0.788 2/2 [==============================] - 0s 17ms/step >2, 508/693, d1=0.648, d2=0.690 g=0.782 2/2 [==============================] - 0s 21ms/step >2, 509/693, d1=0.634, d2=0.696 g=0.775 2/2 [==============================] - 0s 21ms/step >2, 510/693, d1=0.640, d2=0.697 g=0.765 2/2 [==============================] - 0s 21ms/step >2, 511/693, d1=0.653, d2=0.693 g=0.778 2/2 [==============================] - 0s 19ms/step >2, 512/693, d1=0.633, d2=0.706 g=0.776 2/2 [==============================] - 0s 19ms/step >2, 513/693, d1=0.633, d2=0.681 g=0.797 2/2 [==============================] - 0s 19ms/step >2, 514/693, d1=0.685, d2=0.678 g=0.792 2/2 [==============================] - 0s 20ms/step >2, 515/693, d1=0.694, d2=0.675 g=0.771 2/2 [==============================] - 0s 16ms/step >2, 516/693, d1=0.666, d2=0.693 g=0.764 2/2 [==============================] - 0s 20ms/step >2, 517/693, d1=0.679, d2=0.696 g=0.777 2/2 [==============================] - 0s 17ms/step >2, 518/693, d1=0.651, d2=0.694 g=0.771 2/2 [==============================] - 0s 19ms/step >2, 519/693, d1=0.644, d2=0.651 g=0.775 2/2 [==============================] - 0s 17ms/step >2, 520/693, d1=0.663, d2=0.710 g=0.766 2/2 [==============================] - 0s 19ms/step >2, 521/693, d1=0.656, d2=0.684 g=0.775 2/2 [==============================] - 0s 21ms/step >2, 522/693, d1=0.662, d2=0.645 g=0.754 2/2 [==============================] - 0s 21ms/step >2, 523/693, d1=0.664, d2=0.685 g=0.787 2/2 [==============================] - 0s 19ms/step >2, 524/693, d1=0.688, d2=0.682 g=0.774 2/2 [==============================] - 0s 17ms/step >2, 525/693, d1=0.668, d2=0.715 g=0.764 2/2 [==============================] - 0s 20ms/step >2, 526/693, d1=0.681, d2=0.701 g=0.784 2/2 [==============================] - 0s 17ms/step >2, 527/693, d1=0.657, d2=0.675 g=0.772 2/2 [==============================] - 0s 19ms/step >2, 528/693, d1=0.671, d2=0.683 g=0.743 2/2 [==============================] - 0s 18ms/step >2, 529/693, d1=0.644, d2=0.691 g=0.755 2/2 [==============================] - 0s 19ms/step >2, 530/693, d1=0.617, d2=0.702 g=0.763 2/2 [==============================] - 0s 18ms/step >2, 531/693, d1=0.641, d2=0.706 g=0.758 2/2 [==============================] - 0s 17ms/step >2, 532/693, d1=0.646, d2=0.720 g=0.767 2/2 [==============================] - 0s 23ms/step >2, 533/693, d1=0.625, d2=0.717 g=0.773 2/2 [==============================] - 0s 18ms/step >2, 534/693, d1=0.664, d2=0.672 g=0.818 2/2 [==============================] - 0s 18ms/step >2, 535/693, d1=0.681, d2=0.676 g=0.809 2/2 [==============================] - 0s 20ms/step >2, 536/693, d1=0.657, d2=0.654 g=0.814 2/2 [==============================] - 0s 17ms/step >2, 537/693, d1=0.664, d2=0.656 g=0.807 2/2 [==============================] - 0s 18ms/step >2, 538/693, d1=0.678, d2=0.648 g=0.796 2/2 [==============================] - 0s 18ms/step >2, 539/693, d1=0.665, d2=0.676 g=0.794 2/2 [==============================] - 0s 19ms/step >2, 540/693, d1=0.662, d2=0.670 g=0.787 2/2 [==============================] - 0s 21ms/step >2, 541/693, d1=0.660, d2=0.681 g=0.790 2/2 [==============================] - 0s 20ms/step >2, 542/693, d1=0.648, d2=0.689 g=0.791 2/2 [==============================] - 0s 18ms/step >2, 543/693, d1=0.676, d2=0.667 g=0.778 2/2 [==============================] - 0s 17ms/step >2, 544/693, d1=0.652, d2=0.693 g=0.784 2/2 [==============================] - 0s 18ms/step >2, 545/693, d1=0.672, d2=0.677 g=0.794 2/2 [==============================] - 0s 19ms/step >2, 546/693, d1=0.660, d2=0.664 g=0.804 2/2 [==============================] - 0s 19ms/step >2, 547/693, d1=0.691, d2=0.641 g=0.834 2/2 [==============================] - 0s 18ms/step >2, 548/693, d1=0.675, d2=0.657 g=0.825 2/2 [==============================] - 0s 16ms/step >2, 549/693, d1=0.671, d2=0.675 g=0.821 2/2 [==============================] - 0s 18ms/step >2, 550/693, d1=0.711, d2=0.650 g=0.818 2/2 [==============================] - 0s 17ms/step >2, 551/693, d1=0.676, d2=0.645 g=0.807 2/2 [==============================] - 0s 18ms/step >2, 552/693, d1=0.670, d2=0.671 g=0.801 2/2 [==============================] - 0s 17ms/step >2, 553/693, d1=0.696, d2=0.683 g=0.790 2/2 [==============================] - 0s 21ms/step >2, 554/693, d1=0.662, d2=0.669 g=0.796 2/2 [==============================] - 0s 22ms/step >2, 555/693, d1=0.668, d2=0.682 g=0.769 2/2 [==============================] - 0s 20ms/step >2, 556/693, d1=0.643, d2=0.673 g=0.784 2/2 [==============================] - 0s 20ms/step >2, 557/693, d1=0.652, d2=0.673 g=0.762 2/2 [==============================] - 0s 21ms/step >2, 558/693, d1=0.638, d2=0.684 g=0.778 2/2 [==============================] - 0s 20ms/step >2, 559/693, d1=0.634, d2=0.676 g=0.801 2/2 [==============================] - 0s 21ms/step >2, 560/693, d1=0.670, d2=0.691 g=0.790 2/2 [==============================] - 0s 19ms/step >2, 561/693, d1=0.659, d2=0.683 g=0.794 2/2 [==============================] - 0s 20ms/step >2, 562/693, d1=0.669, d2=0.677 g=0.799 2/2 [==============================] - 0s 21ms/step >2, 563/693, d1=0.688, d2=0.675 g=0.803 2/2 [==============================] - 0s 20ms/step >2, 564/693, d1=0.660, d2=0.676 g=0.798 2/2 [==============================] - 0s 19ms/step >2, 565/693, d1=0.651, d2=0.674 g=0.783 2/2 [==============================] - 0s 20ms/step >2, 566/693, d1=0.672, d2=0.671 g=0.781 2/2 [==============================] - 0s 21ms/step >2, 567/693, d1=0.624, d2=0.677 g=0.765 2/2 [==============================] - 0s 18ms/step >2, 568/693, d1=0.665, d2=0.681 g=0.756 2/2 [==============================] - 0s 22ms/step >2, 569/693, d1=0.658, d2=0.709 g=0.778 2/2 [==============================] - 0s 18ms/step >2, 570/693, d1=0.620, d2=0.697 g=0.791 2/2 [==============================] - 0s 18ms/step >2, 571/693, d1=0.654, d2=0.671 g=0.773 2/2 [==============================] - 0s 19ms/step >2, 572/693, d1=0.659, d2=0.693 g=0.771 2/2 [==============================] - 0s 18ms/step >2, 573/693, d1=0.639, d2=0.666 g=0.808 2/2 [==============================] - 0s 19ms/step >2, 574/693, d1=0.668, d2=0.681 g=0.805 2/2 [==============================] - 0s 16ms/step >2, 575/693, d1=0.674, d2=0.685 g=0.783 2/2 [==============================] - 0s 21ms/step >2, 576/693, d1=0.662, d2=0.681 g=0.773 2/2 [==============================] - 0s 20ms/step >2, 577/693, d1=0.649, d2=0.700 g=0.767 2/2 [==============================] - 0s 17ms/step >2, 578/693, d1=0.675, d2=0.682 g=0.782 2/2 [==============================] - 0s 20ms/step >2, 579/693, d1=0.657, d2=0.668 g=0.792 2/2 [==============================] - 0s 18ms/step >2, 580/693, d1=0.654, d2=0.693 g=0.792 2/2 [==============================] - 0s 18ms/step >2, 581/693, d1=0.666, d2=0.662 g=0.802 2/2 [==============================] - 0s 20ms/step >2, 582/693, d1=0.671, d2=0.655 g=0.808 2/2 [==============================] - 0s 18ms/step >2, 583/693, d1=0.671, d2=0.646 g=0.796 2/2 [==============================] - 0s 20ms/step >2, 584/693, d1=0.685, d2=0.697 g=0.797 2/2 [==============================] - 0s 19ms/step >2, 585/693, d1=0.670, d2=0.658 g=0.782 2/2 [==============================] - 0s 18ms/step >2, 586/693, d1=0.660, d2=0.710 g=0.799 2/2 [==============================] - 0s 17ms/step >2, 587/693, d1=0.680, d2=0.696 g=0.789 2/2 [==============================] - 0s 17ms/step >2, 588/693, d1=0.660, d2=0.684 g=0.810 2/2 [==============================] - 0s 21ms/step >2, 589/693, d1=0.693, d2=0.661 g=0.805 2/2 [==============================] - 0s 18ms/step >2, 590/693, d1=0.677, d2=0.637 g=0.810 2/2 [==============================] - 0s 19ms/step >2, 591/693, d1=0.696, d2=0.673 g=0.817 2/2 [==============================] - 0s 17ms/step >2, 592/693, d1=0.661, d2=0.657 g=0.826 2/2 [==============================] - 0s 18ms/step >2, 593/693, d1=0.706, d2=0.652 g=0.788 2/2 [==============================] - 0s 19ms/step >2, 594/693, d1=0.692, d2=0.682 g=0.785 2/2 [==============================] - 0s 18ms/step >2, 595/693, d1=0.669, d2=0.700 g=0.759 2/2 [==============================] - 0s 18ms/step >2, 596/693, d1=0.665, d2=0.702 g=0.785 2/2 [==============================] - 0s 18ms/step >2, 597/693, d1=0.675, d2=0.650 g=0.773 2/2 [==============================] - 0s 19ms/step >2, 598/693, d1=0.653, d2=0.701 g=0.810 2/2 [==============================] - 0s 19ms/step >2, 599/693, d1=0.691, d2=0.693 g=0.790 2/2 [==============================] - 0s 18ms/step >2, 600/693, d1=0.666, d2=0.663 g=0.800 2/2 [==============================] - 0s 19ms/step >2, 601/693, d1=0.677, d2=0.651 g=0.794 2/2 [==============================] - 0s 19ms/step >2, 602/693, d1=0.683, d2=0.700 g=0.802 2/2 [==============================] - 0s 20ms/step >2, 603/693, d1=0.641, d2=0.690 g=0.825 2/2 [==============================] - 0s 18ms/step >2, 604/693, d1=0.640, d2=0.622 g=0.797 2/2 [==============================] - 0s 20ms/step >2, 605/693, d1=0.693, d2=0.652 g=0.822 2/2 [==============================] - 0s 17ms/step >2, 606/693, d1=0.680, d2=0.660 g=0.794 2/2 [==============================] - 0s 19ms/step >2, 607/693, d1=0.645, d2=0.684 g=0.771 2/2 [==============================] - 0s 18ms/step >2, 608/693, d1=0.645, d2=0.715 g=0.765 2/2 [==============================] - 0s 17ms/step >2, 609/693, d1=0.639, d2=0.712 g=0.766 2/2 [==============================] - 0s 20ms/step >2, 610/693, d1=0.628, d2=0.708 g=0.758 2/2 [==============================] - 0s 19ms/step >2, 611/693, d1=0.671, d2=0.691 g=0.787 2/2 [==============================] - 0s 18ms/step >2, 612/693, d1=0.640, d2=0.660 g=0.839 2/2 [==============================] - 0s 16ms/step >2, 613/693, d1=0.651, d2=0.650 g=0.843 2/2 [==============================] - 0s 18ms/step >2, 614/693, d1=0.703, d2=0.641 g=0.839 2/2 [==============================] - 0s 18ms/step >2, 615/693, d1=0.715, d2=0.659 g=0.775 2/2 [==============================] - 0s 18ms/step >2, 616/693, d1=0.675, d2=0.697 g=0.778 2/2 [==============================] - 0s 20ms/step >2, 617/693, d1=0.629, d2=0.679 g=0.755 2/2 [==============================] - 0s 22ms/step >2, 618/693, d1=0.619, d2=0.699 g=0.745 2/2 [==============================] - 0s 18ms/step >2, 619/693, d1=0.625, d2=0.732 g=0.753 2/2 [==============================] - 0s 18ms/step >2, 620/693, d1=0.637, d2=0.761 g=0.718 2/2 [==============================] - 0s 20ms/step >2, 621/693, d1=0.585, d2=0.771 g=0.754 2/2 [==============================] - 0s 19ms/step >2, 622/693, d1=0.667, d2=0.712 g=0.807 2/2 [==============================] - 0s 16ms/step >2, 623/693, d1=0.673, d2=0.646 g=0.846 2/2 [==============================] - 0s 21ms/step >2, 624/693, d1=0.679, d2=0.633 g=0.873 2/2 [==============================] - 0s 18ms/step >2, 625/693, d1=0.699, d2=0.644 g=0.826 2/2 [==============================] - 0s 16ms/step >2, 626/693, d1=0.742, d2=0.658 g=0.791 2/2 [==============================] - 0s 19ms/step >2, 627/693, d1=0.694, d2=0.690 g=0.767 2/2 [==============================] - 0s 18ms/step >2, 628/693, d1=0.659, d2=0.676 g=0.774 2/2 [==============================] - 0s 18ms/step >2, 629/693, d1=0.657, d2=0.670 g=0.771 2/2 [==============================] - 0s 20ms/step >2, 630/693, d1=0.626, d2=0.701 g=0.770 2/2 [==============================] - 0s 19ms/step >2, 631/693, d1=0.622, d2=0.724 g=0.763 2/2 [==============================] - 0s 21ms/step >2, 632/693, d1=0.649, d2=0.726 g=0.776 2/2 [==============================] - 0s 21ms/step >2, 633/693, d1=0.643, d2=0.704 g=0.778 2/2 [==============================] - 0s 18ms/step >2, 634/693, d1=0.662, d2=0.670 g=0.831 2/2 [==============================] - 0s 20ms/step >2, 635/693, d1=0.679, d2=0.639 g=0.844 2/2 [==============================] - 0s 21ms/step >2, 636/693, d1=0.714, d2=0.644 g=0.805 2/2 [==============================] - 0s 18ms/step >2, 637/693, d1=0.665, d2=0.684 g=0.798 2/2 [==============================] - 0s 17ms/step >2, 638/693, d1=0.687, d2=0.673 g=0.748 2/2 [==============================] - 0s 19ms/step >2, 639/693, d1=0.668, d2=0.677 g=0.759 2/2 [==============================] - 0s 20ms/step >2, 640/693, d1=0.663, d2=0.704 g=0.756 2/2 [==============================] - 0s 21ms/step >2, 641/693, d1=0.614, d2=0.690 g=0.767 2/2 [==============================] - 0s 20ms/step >2, 642/693, d1=0.628, d2=0.678 g=0.739 2/2 [==============================] - 0s 19ms/step >2, 643/693, d1=0.637, d2=0.709 g=0.767 2/2 [==============================] - 0s 19ms/step >2, 644/693, d1=0.636, d2=0.684 g=0.755 2/2 [==============================] - 0s 19ms/step >2, 645/693, d1=0.694, d2=0.710 g=0.778 2/2 [==============================] - 0s 19ms/step >2, 646/693, d1=0.674, d2=0.682 g=0.797 2/2 [==============================] - 0s 20ms/step >2, 647/693, d1=0.640, d2=0.679 g=0.819 2/2 [==============================] - 0s 18ms/step >2, 648/693, d1=0.720, d2=0.666 g=0.815 2/2 [==============================] - 0s 18ms/step >2, 649/693, d1=0.685, d2=0.703 g=0.817 2/2 [==============================] - 0s 21ms/step >2, 650/693, d1=0.662, d2=0.646 g=0.802 2/2 [==============================] - 0s 21ms/step >2, 651/693, d1=0.680, d2=0.670 g=0.797 2/2 [==============================] - 0s 20ms/step >2, 652/693, d1=0.670, d2=0.672 g=0.791 2/2 [==============================] - 0s 20ms/step >2, 653/693, d1=0.672, d2=0.680 g=0.806 2/2 [==============================] - 0s 20ms/step >2, 654/693, d1=0.668, d2=0.682 g=0.826 2/2 [==============================] - 0s 18ms/step >2, 655/693, d1=0.692, d2=0.657 g=0.812 2/2 [==============================] - 0s 16ms/step >2, 656/693, d1=0.708, d2=0.654 g=0.805 2/2 [==============================] - 0s 18ms/step >2, 657/693, d1=0.690, d2=0.678 g=0.814 2/2 [==============================] - 0s 20ms/step >2, 658/693, d1=0.678, d2=0.650 g=0.809 2/2 [==============================] - 0s 21ms/step >2, 659/693, d1=0.694, d2=0.663 g=0.774 2/2 [==============================] - 0s 19ms/step >2, 660/693, d1=0.686, d2=0.666 g=0.796 2/2 [==============================] - 0s 18ms/step >2, 661/693, d1=0.676, d2=0.690 g=0.781 2/2 [==============================] - 0s 16ms/step >2, 662/693, d1=0.656, d2=0.694 g=0.777 2/2 [==============================] - 0s 18ms/step >2, 663/693, d1=0.677, d2=0.680 g=0.798 2/2 [==============================] - 0s 17ms/step >2, 664/693, d1=0.667, d2=0.683 g=0.777 2/2 [==============================] - 0s 16ms/step >2, 665/693, d1=0.689, d2=0.705 g=0.776 2/2 [==============================] - 0s 19ms/step >2, 666/693, d1=0.691, d2=0.667 g=0.800 2/2 [==============================] - 0s 17ms/step >2, 667/693, d1=0.695, d2=0.667 g=0.797 2/2 [==============================] - 0s 18ms/step >2, 668/693, d1=0.674, d2=0.692 g=0.802 2/2 [==============================] - 0s 18ms/step >2, 669/693, d1=0.677, d2=0.663 g=0.789 2/2 [==============================] - 0s 17ms/step >2, 670/693, d1=0.676, d2=0.672 g=0.765 2/2 [==============================] - 0s 19ms/step >2, 671/693, d1=0.676, d2=0.708 g=0.774 2/2 [==============================] - 0s 19ms/step >2, 672/693, d1=0.668, d2=0.700 g=0.779 2/2 [==============================] - 0s 21ms/step >2, 673/693, d1=0.668, d2=0.655 g=0.796 2/2 [==============================] - 0s 18ms/step >2, 674/693, d1=0.669, d2=0.659 g=0.777 2/2 [==============================] - 0s 18ms/step >2, 675/693, d1=0.675, d2=0.675 g=0.831 2/2 [==============================] - 0s 17ms/step >2, 676/693, d1=0.674, d2=0.651 g=0.808 2/2 [==============================] - 0s 18ms/step >2, 677/693, d1=0.697, d2=0.671 g=0.799 2/2 [==============================] - 0s 20ms/step >2, 678/693, d1=0.679, d2=0.667 g=0.765 2/2 [==============================] - 0s 17ms/step >2, 679/693, d1=0.664, d2=0.688 g=0.793 2/2 [==============================] - 0s 20ms/step >2, 680/693, d1=0.668, d2=0.713 g=0.765 2/2 [==============================] - 0s 18ms/step >2, 681/693, d1=0.654, d2=0.694 g=0.753 2/2 [==============================] - 0s 20ms/step >2, 682/693, d1=0.665, d2=0.699 g=0.799 2/2 [==============================] - 0s 19ms/step >2, 683/693, d1=0.693, d2=0.689 g=0.806 2/2 [==============================] - 0s 18ms/step >2, 684/693, d1=0.678, d2=0.677 g=0.811 2/2 [==============================] - 0s 21ms/step >2, 685/693, d1=0.726, d2=0.673 g=0.775 2/2 [==============================] - 0s 17ms/step >2, 686/693, d1=0.659, d2=0.696 g=0.742 2/2 [==============================] - 0s 20ms/step >2, 687/693, d1=0.643, d2=0.699 g=0.765 2/2 [==============================] - 0s 22ms/step >2, 688/693, d1=0.656, d2=0.684 g=0.754 2/2 [==============================] - 0s 16ms/step >2, 689/693, d1=0.665, d2=0.692 g=0.766 2/2 [==============================] - 0s 20ms/step >2, 690/693, d1=0.666, d2=0.690 g=0.747 2/2 [==============================] - 0s 17ms/step >2, 691/693, d1=0.663, d2=0.732 g=0.762 2/2 [==============================] - 0s 19ms/step >2, 692/693, d1=0.656, d2=0.699 g=0.775 2/2 [==============================] - 0s 20ms/step >2, 693/693, d1=0.650, d2=0.680 g=0.785 2/2 [==============================] - 0s 20ms/step >3, 1/693, d1=0.659, d2=0.650 g=0.842 2/2 [==============================] - 0s 19ms/step >3, 2/693, d1=0.664, d2=0.632 g=0.838 2/2 [==============================] - 0s 18ms/step >3, 3/693, d1=0.706, d2=0.671 g=0.784 2/2 [==============================] - 0s 17ms/step >3, 4/693, d1=0.644, d2=0.687 g=0.759 2/2 [==============================] - 0s 17ms/step >3, 5/693, d1=0.674, d2=0.698 g=0.755 2/2 [==============================] - 0s 19ms/step >3, 6/693, d1=0.652, d2=0.682 g=0.773 2/2 [==============================] - 0s 16ms/step >3, 7/693, d1=0.639, d2=0.705 g=0.756 2/2 [==============================] - 0s 22ms/step >3, 8/693, d1=0.657, d2=0.786 g=0.736 2/2 [==============================] - 0s 20ms/step >3, 9/693, d1=0.613, d2=0.747 g=0.766 2/2 [==============================] - 0s 18ms/step >3, 10/693, d1=0.657, d2=0.672 g=0.830 2/2 [==============================] - 0s 17ms/step >3, 11/693, d1=0.711, d2=0.633 g=0.878 2/2 [==============================] - 0s 19ms/step >3, 12/693, d1=0.714, d2=0.652 g=0.826 2/2 [==============================] - 0s 20ms/step >3, 13/693, d1=0.730, d2=0.666 g=0.781 2/2 [==============================] - 0s 18ms/step >3, 14/693, d1=0.703, d2=0.668 g=0.752 2/2 [==============================] - 0s 20ms/step >3, 15/693, d1=0.683, d2=0.685 g=0.768 2/2 [==============================] - 0s 21ms/step >3, 16/693, d1=0.670, d2=0.695 g=0.753 2/2 [==============================] - 0s 18ms/step >3, 17/693, d1=0.643, d2=0.699 g=0.778 2/2 [==============================] - 0s 19ms/step >3, 18/693, d1=0.642, d2=0.721 g=0.722 2/2 [==============================] - 0s 21ms/step >3, 19/693, d1=0.671, d2=0.754 g=0.744 2/2 [==============================] - 0s 17ms/step >3, 20/693, d1=0.662, d2=0.694 g=0.807 2/2 [==============================] - 0s 46ms/step >3, 21/693, d1=0.671, d2=0.662 g=0.850 2/2 [==============================] - 0s 21ms/step >3, 22/693, d1=0.714, d2=0.636 g=0.849 2/2 [==============================] - 0s 20ms/step >3, 23/693, d1=0.726, d2=0.644 g=0.827 2/2 [==============================] - 0s 18ms/step >3, 24/693, d1=0.735, d2=0.649 g=0.798 2/2 [==============================] - 0s 18ms/step >3, 25/693, d1=0.696, d2=0.677 g=0.768 2/2 [==============================] - 0s 21ms/step >3, 26/693, d1=0.659, d2=0.676 g=0.773 2/2 [==============================] - 0s 16ms/step >3, 27/693, d1=0.635, d2=0.666 g=0.796 2/2 [==============================] - 0s 19ms/step >3, 28/693, d1=0.642, d2=0.697 g=0.753 2/2 [==============================] - 0s 18ms/step >3, 29/693, d1=0.653, d2=0.711 g=0.740 2/2 [==============================] - 0s 20ms/step >3, 30/693, d1=0.608, d2=0.731 g=0.735 2/2 [==============================] - 0s 18ms/step >3, 31/693, d1=0.622, d2=0.740 g=0.746 2/2 [==============================] - 0s 18ms/step >3, 32/693, d1=0.691, d2=0.712 g=0.786 2/2 [==============================] - 0s 18ms/step >3, 33/693, d1=0.697, d2=0.634 g=0.827 2/2 [==============================] - 0s 20ms/step >3, 34/693, d1=0.723, d2=0.640 g=0.870 2/2 [==============================] - 0s 20ms/step >3, 35/693, d1=0.725, d2=0.648 g=0.799 2/2 [==============================] - 0s 21ms/step >3, 36/693, d1=0.704, d2=0.658 g=0.806 2/2 [==============================] - 0s 21ms/step >3, 37/693, d1=0.709, d2=0.670 g=0.757 2/2 [==============================] - 0s 19ms/step >3, 38/693, d1=0.678, d2=0.688 g=0.757 2/2 [==============================] - 0s 20ms/step >3, 39/693, d1=0.656, d2=0.699 g=0.775 2/2 [==============================] - 0s 21ms/step >3, 40/693, d1=0.643, d2=0.676 g=0.784 2/2 [==============================] - 0s 15ms/step >3, 41/693, d1=0.673, d2=0.696 g=0.755 2/2 [==============================] - 0s 20ms/step >3, 42/693, d1=0.640, d2=0.735 g=0.736 2/2 [==============================] - 0s 20ms/step >3, 43/693, d1=0.640, d2=0.751 g=0.757 2/2 [==============================] - 0s 20ms/step >3, 44/693, d1=0.645, d2=0.728 g=0.776 2/2 [==============================] - 0s 21ms/step >3, 45/693, d1=0.651, d2=0.662 g=0.823 2/2 [==============================] - 0s 19ms/step >3, 46/693, d1=0.674, d2=0.658 g=0.864 2/2 [==============================] - 0s 20ms/step >3, 47/693, d1=0.689, d2=0.634 g=0.840 2/2 [==============================] - 0s 20ms/step >3, 48/693, d1=0.720, d2=0.666 g=0.782 2/2 [==============================] - 0s 17ms/step >3, 49/693, d1=0.711, d2=0.691 g=0.759 2/2 [==============================] - 0s 20ms/step >3, 50/693, d1=0.684, d2=0.711 g=0.771 2/2 [==============================] - 0s 19ms/step >3, 51/693, d1=0.666, d2=0.692 g=0.756 2/2 [==============================] - 0s 16ms/step >3, 52/693, d1=0.626, d2=0.711 g=0.736 2/2 [==============================] - 0s 19ms/step >3, 53/693, d1=0.611, d2=0.702 g=0.726 2/2 [==============================] - 0s 18ms/step >3, 54/693, d1=0.619, d2=0.746 g=0.706 2/2 [==============================] - 0s 18ms/step >3, 55/693, d1=0.615, d2=0.723 g=0.743 2/2 [==============================] - 0s 17ms/step >3, 56/693, d1=0.641, d2=0.746 g=0.760 2/2 [==============================] - 0s 22ms/step >3, 57/693, d1=0.676, d2=0.685 g=0.785 2/2 [==============================] - 0s 18ms/step >3, 58/693, d1=0.689, d2=0.685 g=0.825 2/2 [==============================] - 0s 20ms/step >3, 59/693, d1=0.692, d2=0.668 g=0.819 2/2 [==============================] - 0s 17ms/step >3, 60/693, d1=0.723, d2=0.674 g=0.801 2/2 [==============================] - 0s 20ms/step >3, 61/693, d1=0.703, d2=0.664 g=0.762 2/2 [==============================] - 0s 18ms/step >3, 62/693, d1=0.702, d2=0.670 g=0.787 2/2 [==============================] - 0s 18ms/step >3, 63/693, d1=0.645, d2=0.681 g=0.766 2/2 [==============================] - 0s 20ms/step >3, 64/693, d1=0.657, d2=0.693 g=0.755 2/2 [==============================] - 0s 22ms/step >3, 65/693, d1=0.644, d2=0.699 g=0.749 2/2 [==============================] - 0s 19ms/step >3, 66/693, d1=0.650, d2=0.725 g=0.742 2/2 [==============================] - 0s 17ms/step >3, 67/693, d1=0.666, d2=0.721 g=0.755 2/2 [==============================] - 0s 18ms/step >3, 68/693, d1=0.652, d2=0.696 g=0.798 2/2 [==============================] - 0s 18ms/step >3, 69/693, d1=0.704, d2=0.659 g=0.818 2/2 [==============================] - 0s 18ms/step >3, 70/693, d1=0.732, d2=0.681 g=0.789 2/2 [==============================] - 0s 18ms/step >3, 71/693, d1=0.717, d2=0.711 g=0.767 2/2 [==============================] - 0s 20ms/step >3, 72/693, d1=0.704, d2=0.661 g=0.755 2/2 [==============================] - 0s 18ms/step >3, 73/693, d1=0.682, d2=0.685 g=0.763 2/2 [==============================] - 0s 18ms/step >3, 74/693, d1=0.652, d2=0.673 g=0.757 2/2 [==============================] - 0s 16ms/step >3, 75/693, d1=0.646, d2=0.697 g=0.760 2/2 [==============================] - 0s 20ms/step >3, 76/693, d1=0.673, d2=0.712 g=0.765 2/2 [==============================] - 0s 19ms/step >3, 77/693, d1=0.670, d2=0.693 g=0.775 2/2 [==============================] - 0s 20ms/step >3, 78/693, d1=0.708, d2=0.681 g=0.795 2/2 [==============================] - 0s 19ms/step >3, 79/693, d1=0.679, d2=0.659 g=0.795 2/2 [==============================] - 0s 18ms/step >3, 80/693, d1=0.670, d2=0.658 g=0.815 2/2 [==============================] - 0s 18ms/step >3, 81/693, d1=0.702, d2=0.653 g=0.828 2/2 [==============================] - 0s 19ms/step >3, 82/693, d1=0.705, d2=0.642 g=0.793 2/2 [==============================] - 0s 18ms/step >3, 83/693, d1=0.720, d2=0.689 g=0.778 2/2 [==============================] - 0s 17ms/step >3, 84/693, d1=0.682, d2=0.674 g=0.773 2/2 [==============================] - 0s 19ms/step >3, 85/693, d1=0.661, d2=0.672 g=0.782 2/2 [==============================] - 0s 18ms/step >3, 86/693, d1=0.629, d2=0.677 g=0.769 2/2 [==============================] - 0s 18ms/step >3, 87/693, d1=0.668, d2=0.741 g=0.744 2/2 [==============================] - 0s 19ms/step >3, 88/693, d1=0.626, d2=0.744 g=0.721 2/2 [==============================] - 0s 17ms/step >3, 89/693, d1=0.659, d2=0.755 g=0.758 2/2 [==============================] - 0s 19ms/step >3, 90/693, d1=0.681, d2=0.701 g=0.784 2/2 [==============================] - 0s 16ms/step >3, 91/693, d1=0.678, d2=0.659 g=0.836 2/2 [==============================] - 0s 21ms/step >3, 92/693, d1=0.716, d2=0.649 g=0.832 2/2 [==============================] - 0s 20ms/step >3, 93/693, d1=0.709, d2=0.646 g=0.816 2/2 [==============================] - 0s 19ms/step >3, 94/693, d1=0.709, d2=0.641 g=0.804 2/2 [==============================] - 0s 17ms/step >3, 95/693, d1=0.721, d2=0.665 g=0.784 2/2 [==============================] - 0s 19ms/step >3, 96/693, d1=0.728, d2=0.682 g=0.754 2/2 [==============================] - 0s 19ms/step >3, 97/693, d1=0.671, d2=0.660 g=0.773 2/2 [==============================] - 0s 18ms/step >3, 98/693, d1=0.678, d2=0.690 g=0.771 2/2 [==============================] - 0s 21ms/step >3, 99/693, d1=0.642, d2=0.684 g=0.781 2/2 [==============================] - 0s 19ms/step >3, 100/693, d1=0.612, d2=0.733 g=0.740 2/2 [==============================] - 0s 19ms/step >3, 101/693, d1=0.675, d2=0.735 g=0.724 2/2 [==============================] - 0s 18ms/step >3, 102/693, d1=0.660, d2=0.727 g=0.701 2/2 [==============================] - 0s 19ms/step >3, 103/693, d1=0.672, d2=0.708 g=0.787 2/2 [==============================] - 0s 18ms/step >3, 104/693, d1=0.676, d2=0.668 g=0.858 2/2 [==============================] - 0s 18ms/step >3, 105/693, d1=0.707, d2=0.622 g=0.859 2/2 [==============================] - 0s 22ms/step >3, 106/693, d1=0.726, d2=0.647 g=0.809 2/2 [==============================] - 0s 17ms/step >3, 107/693, d1=0.702, d2=0.687 g=0.785 2/2 [==============================] - 0s 20ms/step >3, 108/693, d1=0.710, d2=0.714 g=0.728 2/2 [==============================] - 0s 17ms/step >3, 109/693, d1=0.688, d2=0.706 g=0.732 2/2 [==============================] - 0s 19ms/step >3, 110/693, d1=0.676, d2=0.685 g=0.745 2/2 [==============================] - 0s 22ms/step >3, 111/693, d1=0.647, d2=0.713 g=0.768 2/2 [==============================] - 0s 17ms/step >3, 112/693, d1=0.627, d2=0.698 g=0.752 2/2 [==============================] - 0s 19ms/step >3, 113/693, d1=0.623, d2=0.770 g=0.720 2/2 [==============================] - 0s 18ms/step >3, 114/693, d1=0.596, d2=0.775 g=0.672 2/2 [==============================] - 0s 17ms/step >3, 115/693, d1=0.625, d2=0.802 g=0.703 2/2 [==============================] - 0s 19ms/step >3, 116/693, d1=0.655, d2=0.774 g=0.777 2/2 [==============================] - 0s 20ms/step >3, 117/693, d1=0.660, d2=0.655 g=0.860 2/2 [==============================] - 0s 19ms/step >3, 118/693, d1=0.701, d2=0.604 g=0.914 2/2 [==============================] - 0s 22ms/step >3, 119/693, d1=0.710, d2=0.632 g=0.838 2/2 [==============================] - 0s 21ms/step >3, 120/693, d1=0.711, d2=0.686 g=0.750 2/2 [==============================] - 0s 21ms/step >3, 121/693, d1=0.690, d2=0.743 g=0.733 2/2 [==============================] - 0s 18ms/step >3, 122/693, d1=0.689, d2=0.713 g=0.720 2/2 [==============================] - 0s 21ms/step >3, 123/693, d1=0.632, d2=0.682 g=0.759 2/2 [==============================] - 0s 22ms/step >3, 124/693, d1=0.613, d2=0.686 g=0.759 2/2 [==============================] - 0s 20ms/step >3, 125/693, d1=0.596, d2=0.696 g=0.760 2/2 [==============================] - 0s 22ms/step >3, 126/693, d1=0.573, d2=0.738 g=0.750 2/2 [==============================] - 0s 21ms/step >3, 127/693, d1=0.593, d2=0.778 g=0.695 2/2 [==============================] - 0s 19ms/step >3, 128/693, d1=0.618, d2=0.804 g=0.695 2/2 [==============================] - 0s 20ms/step >3, 129/693, d1=0.639, d2=0.753 g=0.730 2/2 [==============================] - 0s 16ms/step >3, 130/693, d1=0.672, d2=0.710 g=0.826 2/2 [==============================] - 0s 20ms/step >3, 131/693, d1=0.692, d2=0.604 g=0.902 2/2 [==============================] - 0s 17ms/step >3, 132/693, d1=0.693, d2=0.589 g=0.927 2/2 [==============================] - 0s 18ms/step >3, 133/693, d1=0.739, d2=0.641 g=0.853 2/2 [==============================] - 0s 20ms/step >3, 134/693, d1=0.744, d2=0.690 g=0.797 2/2 [==============================] - 0s 19ms/step >3, 135/693, d1=0.738, d2=0.692 g=0.740 2/2 [==============================] - 0s 20ms/step >3, 136/693, d1=0.708, d2=0.687 g=0.740 2/2 [==============================] - 0s 22ms/step >3, 137/693, d1=0.704, d2=0.684 g=0.782 2/2 [==============================] - 0s 18ms/step >3, 138/693, d1=0.682, d2=0.679 g=0.805 2/2 [==============================] - 0s 16ms/step >3, 139/693, d1=0.638, d2=0.667 g=0.800 2/2 [==============================] - 0s 19ms/step >3, 140/693, d1=0.645, d2=0.737 g=0.749 2/2 [==============================] - 0s 20ms/step >3, 141/693, d1=0.657, d2=0.737 g=0.742 2/2 [==============================] - 0s 22ms/step >3, 142/693, d1=0.658, d2=0.742 g=0.728 2/2 [==============================] - 0s 18ms/step >3, 143/693, d1=0.653, d2=0.688 g=0.778 2/2 [==============================] - 0s 18ms/step >3, 144/693, d1=0.690, d2=0.664 g=0.816 2/2 [==============================] - 0s 19ms/step >3, 145/693, d1=0.685, d2=0.642 g=0.846 2/2 [==============================] - 0s 17ms/step >3, 146/693, d1=0.684, d2=0.625 g=0.861 2/2 [==============================] - 0s 17ms/step >3, 147/693, d1=0.718, d2=0.635 g=0.816 2/2 [==============================] - 0s 20ms/step >3, 148/693, d1=0.675, d2=0.641 g=0.794 2/2 [==============================] - 0s 21ms/step >3, 149/693, d1=0.716, d2=0.684 g=0.745 2/2 [==============================] - 0s 20ms/step >3, 150/693, d1=0.689, d2=0.664 g=0.741 2/2 [==============================] - 0s 18ms/step >3, 151/693, d1=0.658, d2=0.658 g=0.755 2/2 [==============================] - 0s 17ms/step >3, 152/693, d1=0.642, d2=0.683 g=0.763 2/2 [==============================] - 0s 17ms/step >3, 153/693, d1=0.640, d2=0.709 g=0.772 2/2 [==============================] - 0s 20ms/step >3, 154/693, d1=0.625, d2=0.715 g=0.742 2/2 [==============================] - 0s 20ms/step >3, 155/693, d1=0.661, d2=0.733 g=0.758 2/2 [==============================] - 0s 20ms/step >3, 156/693, d1=0.654, d2=0.689 g=0.773 2/2 [==============================] - 0s 19ms/step >3, 157/693, d1=0.699, d2=0.671 g=0.790 2/2 [==============================] - 0s 18ms/step >3, 158/693, d1=0.703, d2=0.656 g=0.794 2/2 [==============================] - 0s 18ms/step >3, 159/693, d1=0.710, d2=0.670 g=0.836 2/2 [==============================] - 0s 19ms/step >3, 160/693, d1=0.731, d2=0.629 g=0.845 2/2 [==============================] - 0s 19ms/step >3, 161/693, d1=0.722, d2=0.613 g=0.839 2/2 [==============================] - 0s 18ms/step >3, 162/693, d1=0.738, d2=0.648 g=0.795 2/2 [==============================] - 0s 20ms/step >3, 163/693, d1=0.728, d2=0.688 g=0.773 2/2 [==============================] - 0s 23ms/step >3, 164/693, d1=0.715, d2=0.669 g=0.753 2/2 [==============================] - 0s 20ms/step >3, 165/693, d1=0.682, d2=0.669 g=0.764 2/2 [==============================] - 0s 21ms/step >3, 166/693, d1=0.646, d2=0.686 g=0.776 2/2 [==============================] - 0s 17ms/step >3, 167/693, d1=0.669, d2=0.680 g=0.752 2/2 [==============================] - 0s 19ms/step >3, 168/693, d1=0.659, d2=0.699 g=0.736 2/2 [==============================] - 0s 18ms/step >3, 169/693, d1=0.653, d2=0.718 g=0.734 2/2 [==============================] - 0s 20ms/step >3, 170/693, d1=0.644, d2=0.720 g=0.745 2/2 [==============================] - 0s 21ms/step >3, 171/693, d1=0.662, d2=0.723 g=0.756 2/2 [==============================] - 0s 18ms/step >3, 172/693, d1=0.662, d2=0.691 g=0.768 2/2 [==============================] - 0s 17ms/step >3, 173/693, d1=0.688, d2=0.679 g=0.799 2/2 [==============================] - 0s 18ms/step >3, 174/693, d1=0.693, d2=0.655 g=0.823 2/2 [==============================] - 0s 17ms/step >3, 175/693, d1=0.704, d2=0.632 g=0.824 2/2 [==============================] - 0s 18ms/step >3, 176/693, d1=0.693, d2=0.675 g=0.815 2/2 [==============================] - 0s 19ms/step >3, 177/693, d1=0.707, d2=0.651 g=0.786 2/2 [==============================] - 0s 20ms/step >3, 178/693, d1=0.678, d2=0.713 g=0.764 2/2 [==============================] - 0s 17ms/step >3, 179/693, d1=0.672, d2=0.688 g=0.752 2/2 [==============================] - 0s 17ms/step >3, 180/693, d1=0.660, d2=0.671 g=0.765 2/2 [==============================] - 0s 17ms/step >3, 181/693, d1=0.642, d2=0.687 g=0.772 2/2 [==============================] - 0s 17ms/step >3, 182/693, d1=0.646, d2=0.687 g=0.768 2/2 [==============================] - 0s 18ms/step >3, 183/693, d1=0.661, d2=0.722 g=0.762 2/2 [==============================] - 0s 20ms/step >3, 184/693, d1=0.686, d2=0.726 g=0.746 2/2 [==============================] - 0s 18ms/step >3, 185/693, d1=0.683, d2=0.709 g=0.759 2/2 [==============================] - 0s 18ms/step >3, 186/693, d1=0.647, d2=0.711 g=0.787 2/2 [==============================] - 0s 16ms/step >3, 187/693, d1=0.687, d2=0.650 g=0.800 2/2 [==============================] - 0s 21ms/step >3, 188/693, d1=0.705, d2=0.665 g=0.805 2/2 [==============================] - 0s 17ms/step >3, 189/693, d1=0.676, d2=0.650 g=0.792 2/2 [==============================] - 0s 20ms/step >3, 190/693, d1=0.718, d2=0.668 g=0.765 2/2 [==============================] - 0s 21ms/step >3, 191/693, d1=0.682, d2=0.688 g=0.770 2/2 [==============================] - 0s 19ms/step >3, 192/693, d1=0.679, d2=0.671 g=0.771 2/2 [==============================] - 0s 18ms/step >3, 193/693, d1=0.688, d2=0.707 g=0.765 2/2 [==============================] - 0s 17ms/step >3, 194/693, d1=0.663, d2=0.699 g=0.777 2/2 [==============================] - 0s 21ms/step >3, 195/693, d1=0.677, d2=0.686 g=0.753 2/2 [==============================] - 0s 17ms/step >3, 196/693, d1=0.681, d2=0.695 g=0.747 2/2 [==============================] - 0s 19ms/step >3, 197/693, d1=0.670, d2=0.717 g=0.751 2/2 [==============================] - 0s 21ms/step >3, 198/693, d1=0.664, d2=0.724 g=0.763 2/2 [==============================] - 0s 20ms/step >3, 199/693, d1=0.680, d2=0.692 g=0.775 2/2 [==============================] - 0s 16ms/step >3, 200/693, d1=0.708, d2=0.695 g=0.802 2/2 [==============================] - 0s 17ms/step >3, 201/693, d1=0.701, d2=0.684 g=0.788 2/2 [==============================] - 0s 18ms/step >3, 202/693, d1=0.692, d2=0.642 g=0.784 2/2 [==============================] - 0s 22ms/step >3, 203/693, d1=0.693, d2=0.677 g=0.773 2/2 [==============================] - 0s 20ms/step >3, 204/693, d1=0.675, d2=0.696 g=0.755 2/2 [==============================] - 0s 21ms/step >3, 205/693, d1=0.679, d2=0.691 g=0.742 2/2 [==============================] - 0s 20ms/step >3, 206/693, d1=0.672, d2=0.678 g=0.737 2/2 [==============================] - 0s 21ms/step >3, 207/693, d1=0.657, d2=0.701 g=0.758 2/2 [==============================] - 0s 19ms/step >3, 208/693, d1=0.670, d2=0.706 g=0.755 2/2 [==============================] - 0s 19ms/step >3, 209/693, d1=0.663, d2=0.733 g=0.737 2/2 [==============================] - 0s 21ms/step >3, 210/693, d1=0.697, d2=0.696 g=0.731 2/2 [==============================] - 0s 20ms/step >3, 211/693, d1=0.678, d2=0.694 g=0.751 2/2 [==============================] - 0s 21ms/step >3, 212/693, d1=0.681, d2=0.683 g=0.755 2/2 [==============================] - 0s 20ms/step >3, 213/693, d1=0.659, d2=0.688 g=0.774 2/2 [==============================] - 0s 19ms/step >3, 214/693, d1=0.679, d2=0.674 g=0.800 2/2 [==============================] - 0s 19ms/step >3, 215/693, d1=0.690, d2=0.667 g=0.790 2/2 [==============================] - 0s 19ms/step >3, 216/693, d1=0.711, d2=0.668 g=0.775 2/2 [==============================] - 0s 16ms/step >3, 217/693, d1=0.661, d2=0.670 g=0.751 2/2 [==============================] - 0s 17ms/step >3, 218/693, d1=0.681, d2=0.676 g=0.751 2/2 [==============================] - 0s 19ms/step >3, 219/693, d1=0.689, d2=0.703 g=0.742 2/2 [==============================] - 0s 21ms/step >3, 220/693, d1=0.663, d2=0.708 g=0.744 2/2 [==============================] - 0s 22ms/step >3, 221/693, d1=0.664, d2=0.709 g=0.741 2/2 [==============================] - 0s 17ms/step >3, 222/693, d1=0.660, d2=0.680 g=0.741 2/2 [==============================] - 0s 17ms/step >3, 223/693, d1=0.656, d2=0.735 g=0.723 2/2 [==============================] - 0s 20ms/step >3, 224/693, d1=0.665, d2=0.717 g=0.724 2/2 [==============================] - 0s 18ms/step >3, 225/693, d1=0.677, d2=0.719 g=0.751 2/2 [==============================] - 0s 17ms/step >3, 226/693, d1=0.647, d2=0.685 g=0.761 2/2 [==============================] - 0s 16ms/step >3, 227/693, d1=0.687, d2=0.685 g=0.774 2/2 [==============================] - 0s 19ms/step >3, 228/693, d1=0.689, d2=0.671 g=0.797 2/2 [==============================] - 0s 17ms/step >3, 229/693, d1=0.672, d2=0.661 g=0.790 2/2 [==============================] - 0s 19ms/step >3, 230/693, d1=0.698, d2=0.656 g=0.775 2/2 [==============================] - 0s 16ms/step >3, 231/693, d1=0.706, d2=0.673 g=0.756 2/2 [==============================] - 0s 19ms/step >3, 232/693, d1=0.685, d2=0.707 g=0.750 2/2 [==============================] - 0s 18ms/step >3, 233/693, d1=0.676, d2=0.668 g=0.753 2/2 [==============================] - 0s 20ms/step >3, 234/693, d1=0.664, d2=0.705 g=0.755 2/2 [==============================] - 0s 18ms/step >3, 235/693, d1=0.650, d2=0.686 g=0.765 2/2 [==============================] - 0s 18ms/step >3, 236/693, d1=0.659, d2=0.719 g=0.746 2/2 [==============================] - 0s 18ms/step >3, 237/693, d1=0.645, d2=0.725 g=0.741 2/2 [==============================] - 0s 17ms/step >3, 238/693, d1=0.671, d2=0.724 g=0.743 2/2 [==============================] - 0s 18ms/step >3, 239/693, d1=0.683, d2=0.714 g=0.773 2/2 [==============================] - 0s 23ms/step >3, 240/693, d1=0.667, d2=0.665 g=0.795 2/2 [==============================] - 0s 19ms/step >3, 241/693, d1=0.682, d2=0.632 g=0.832 2/2 [==============================] - 0s 18ms/step >3, 242/693, d1=0.698, d2=0.654 g=0.797 2/2 [==============================] - 0s 17ms/step >3, 243/693, d1=0.713, d2=0.663 g=0.757 2/2 [==============================] - 0s 18ms/step >3, 244/693, d1=0.648, d2=0.690 g=0.741 2/2 [==============================] - 0s 18ms/step >3, 245/693, d1=0.666, d2=0.702 g=0.764 2/2 [==============================] - 0s 30ms/step >3, 246/693, d1=0.675, d2=0.701 g=0.753 2/2 [==============================] - 0s 16ms/step >3, 247/693, d1=0.670, d2=0.700 g=0.783 2/2 [==============================] - 0s 18ms/step >3, 248/693, d1=0.649, d2=0.707 g=0.772 2/2 [==============================] - 0s 22ms/step >3, 249/693, d1=0.646, d2=0.713 g=0.744 2/2 [==============================] - 0s 16ms/step >3, 250/693, d1=0.684, d2=0.717 g=0.744 2/2 [==============================] - 0s 18ms/step >3, 251/693, d1=0.671, d2=0.717 g=0.765 2/2 [==============================] - 0s 20ms/step >3, 252/693, d1=0.692, d2=0.683 g=0.771 2/2 [==============================] - 0s 18ms/step >3, 253/693, d1=0.701, d2=0.705 g=0.779 2/2 [==============================] - 0s 19ms/step >3, 254/693, d1=0.699, d2=0.657 g=0.807 2/2 [==============================] - 0s 18ms/step >3, 255/693, d1=0.700, d2=0.640 g=0.812 2/2 [==============================] - 0s 19ms/step >3, 256/693, d1=0.700, d2=0.663 g=0.804 2/2 [==============================] - 0s 19ms/step >3, 257/693, d1=0.709, d2=0.646 g=0.777 2/2 [==============================] - 0s 17ms/step >3, 258/693, d1=0.689, d2=0.689 g=0.740 2/2 [==============================] - 0s 20ms/step >3, 259/693, d1=0.681, d2=0.666 g=0.755 2/2 [==============================] - 0s 20ms/step >3, 260/693, d1=0.683, d2=0.677 g=0.747 2/2 [==============================] - 0s 22ms/step >3, 261/693, d1=0.655, d2=0.704 g=0.753 2/2 [==============================] - 0s 21ms/step >3, 262/693, d1=0.638, d2=0.687 g=0.754 2/2 [==============================] - 0s 18ms/step >3, 263/693, d1=0.657, d2=0.719 g=0.731 2/2 [==============================] - 0s 17ms/step >3, 264/693, d1=0.635, d2=0.712 g=0.747 2/2 [==============================] - 0s 19ms/step >3, 265/693, d1=0.652, d2=0.707 g=0.766 2/2 [==============================] - 0s 18ms/step >3, 266/693, d1=0.673, d2=0.719 g=0.763 2/2 [==============================] - 0s 20ms/step >3, 267/693, d1=0.692, d2=0.665 g=0.796 2/2 [==============================] - 0s 21ms/step >3, 268/693, d1=0.671, d2=0.657 g=0.792 2/2 [==============================] - 0s 18ms/step >3, 269/693, d1=0.699, d2=0.634 g=0.803 2/2 [==============================] - 0s 18ms/step >3, 270/693, d1=0.680, d2=0.651 g=0.796 2/2 [==============================] - 0s 17ms/step >3, 271/693, d1=0.716, d2=0.694 g=0.760 2/2 [==============================] - 0s 19ms/step >3, 272/693, d1=0.710, d2=0.693 g=0.738 2/2 [==============================] - 0s 17ms/step >3, 273/693, d1=0.705, d2=0.705 g=0.764 2/2 [==============================] - 0s 20ms/step >3, 274/693, d1=0.671, d2=0.691 g=0.766 2/2 [==============================] - 0s 22ms/step >3, 275/693, d1=0.662, d2=0.671 g=0.747 2/2 [==============================] - 0s 21ms/step >3, 276/693, d1=0.645, d2=0.708 g=0.745 2/2 [==============================] - 0s 17ms/step >3, 277/693, d1=0.640, d2=0.734 g=0.758 2/2 [==============================] - 0s 18ms/step >3, 278/693, d1=0.666, d2=0.710 g=0.738 2/2 [==============================] - 0s 18ms/step >3, 279/693, d1=0.689, d2=0.687 g=0.773 2/2 [==============================] - 0s 16ms/step >3, 280/693, d1=0.702, d2=0.668 g=0.805 2/2 [==============================] - 0s 18ms/step >3, 281/693, d1=0.711, d2=0.660 g=0.808 2/2 [==============================] - 0s 21ms/step >3, 282/693, d1=0.698, d2=0.671 g=0.809 2/2 [==============================] - 0s 19ms/step >3, 283/693, d1=0.696, d2=0.686 g=0.764 2/2 [==============================] - 0s 18ms/step >3, 284/693, d1=0.676, d2=0.697 g=0.753 2/2 [==============================] - 0s 23ms/step >3, 285/693, d1=0.712, d2=0.708 g=0.749 2/2 [==============================] - 0s 21ms/step >3, 286/693, d1=0.695, d2=0.701 g=0.751 2/2 [==============================] - 0s 22ms/step >3, 287/693, d1=0.689, d2=0.709 g=0.758 2/2 [==============================] - 0s 21ms/step >3, 288/693, d1=0.662, d2=0.699 g=0.752 2/2 [==============================] - 0s 20ms/step >3, 289/693, d1=0.665, d2=0.730 g=0.723 2/2 [==============================] - 0s 21ms/step >3, 290/693, d1=0.635, d2=0.698 g=0.736 2/2 [==============================] - 0s 18ms/step >3, 291/693, d1=0.640, d2=0.737 g=0.748 2/2 [==============================] - 0s 21ms/step >3, 292/693, d1=0.677, d2=0.686 g=0.773 2/2 [==============================] - 0s 19ms/step >3, 293/693, d1=0.686, d2=0.681 g=0.770 2/2 [==============================] - 0s 21ms/step >3, 294/693, d1=0.691, d2=0.675 g=0.795 2/2 [==============================] - 0s 20ms/step >3, 295/693, d1=0.671, d2=0.665 g=0.807 2/2 [==============================] - 0s 22ms/step >3, 296/693, d1=0.660, d2=0.645 g=0.793 2/2 [==============================] - 0s 20ms/step >3, 297/693, d1=0.690, d2=0.692 g=0.769 2/2 [==============================] - 0s 20ms/step >3, 298/693, d1=0.676, d2=0.701 g=0.759 2/2 [==============================] - 0s 20ms/step >3, 299/693, d1=0.667, d2=0.708 g=0.745 2/2 [==============================] - 0s 18ms/step >3, 300/693, d1=0.708, d2=0.691 g=0.739 2/2 [==============================] - 0s 18ms/step >3, 301/693, d1=0.681, d2=0.689 g=0.763 2/2 [==============================] - 0s 18ms/step >3, 302/693, d1=0.665, d2=0.687 g=0.757 2/2 [==============================] - 0s 21ms/step >3, 303/693, d1=0.661, d2=0.698 g=0.745 2/2 [==============================] - 0s 18ms/step >3, 304/693, d1=0.661, d2=0.719 g=0.749 2/2 [==============================] - 0s 17ms/step >3, 305/693, d1=0.667, d2=0.722 g=0.749 2/2 [==============================] - 0s 19ms/step >3, 306/693, d1=0.673, d2=0.701 g=0.762 2/2 [==============================] - 0s 18ms/step >3, 307/693, d1=0.660, d2=0.679 g=0.779 2/2 [==============================] - 0s 17ms/step >3, 308/693, d1=0.681, d2=0.647 g=0.806 2/2 [==============================] - 0s 16ms/step >3, 309/693, d1=0.692, d2=0.647 g=0.808 2/2 [==============================] - 0s 19ms/step >3, 310/693, d1=0.709, d2=0.669 g=0.771 2/2 [==============================] - 0s 20ms/step >3, 311/693, d1=0.707, d2=0.716 g=0.754 2/2 [==============================] - 0s 18ms/step >3, 312/693, d1=0.667, d2=0.707 g=0.745 2/2 [==============================] - 0s 18ms/step >3, 313/693, d1=0.666, d2=0.665 g=0.738 2/2 [==============================] - 0s 17ms/step >3, 314/693, d1=0.680, d2=0.696 g=0.741 2/2 [==============================] - 0s 20ms/step >3, 315/693, d1=0.653, d2=0.690 g=0.756 2/2 [==============================] - 0s 18ms/step >3, 316/693, d1=0.661, d2=0.714 g=0.716 2/2 [==============================] - 0s 17ms/step >3, 317/693, d1=0.666, d2=0.726 g=0.743 2/2 [==============================] - 0s 19ms/step >3, 318/693, d1=0.646, d2=0.728 g=0.740 2/2 [==============================] - 0s 18ms/step >3, 319/693, d1=0.637, d2=0.688 g=0.756 2/2 [==============================] - 0s 18ms/step >3, 320/693, d1=0.682, d2=0.682 g=0.778 2/2 [==============================] - 0s 17ms/step >3, 321/693, d1=0.674, d2=0.693 g=0.799 2/2 [==============================] - 0s 18ms/step >3, 322/693, d1=0.689, d2=0.670 g=0.790 2/2 [==============================] - 0s 18ms/step >3, 323/693, d1=0.719, d2=0.668 g=0.788 2/2 [==============================] - 0s 21ms/step >3, 324/693, d1=0.711, d2=0.679 g=0.789 2/2 [==============================] - 0s 21ms/step >3, 325/693, d1=0.708, d2=0.681 g=0.777 2/2 [==============================] - 0s 19ms/step >3, 326/693, d1=0.694, d2=0.692 g=0.755 2/2 [==============================] - 0s 19ms/step >3, 327/693, d1=0.667, d2=0.696 g=0.753 2/2 [==============================] - 0s 18ms/step >3, 328/693, d1=0.676, d2=0.690 g=0.749 2/2 [==============================] - 0s 17ms/step >3, 329/693, d1=0.679, d2=0.700 g=0.759 2/2 [==============================] - 0s 18ms/step >3, 330/693, d1=0.694, d2=0.698 g=0.763 2/2 [==============================] - 0s 19ms/step >3, 331/693, d1=0.689, d2=0.691 g=0.774 2/2 [==============================] - 0s 19ms/step >3, 332/693, d1=0.689, d2=0.675 g=0.777 2/2 [==============================] - 0s 21ms/step >3, 333/693, d1=0.718, d2=0.674 g=0.771 2/2 [==============================] - 0s 17ms/step >3, 334/693, d1=0.692, d2=0.670 g=0.766 2/2 [==============================] - 0s 20ms/step >3, 335/693, d1=0.711, d2=0.679 g=0.770 2/2 [==============================] - 0s 19ms/step >3, 336/693, d1=0.723, d2=0.671 g=0.761 2/2 [==============================] - 0s 18ms/step >3, 337/693, d1=0.689, d2=0.670 g=0.745 2/2 [==============================] - 0s 17ms/step >3, 338/693, d1=0.665, d2=0.684 g=0.752 2/2 [==============================] - 0s 20ms/step >3, 339/693, d1=0.676, d2=0.693 g=0.738 2/2 [==============================] - 0s 21ms/step >3, 340/693, d1=0.673, d2=0.690 g=0.754 2/2 [==============================] - 0s 18ms/step >3, 341/693, d1=0.670, d2=0.707 g=0.753 2/2 [==============================] - 0s 19ms/step >3, 342/693, d1=0.687, d2=0.696 g=0.752 2/2 [==============================] - 0s 18ms/step >3, 343/693, d1=0.683, d2=0.675 g=0.752 2/2 [==============================] - 0s 18ms/step >3, 344/693, d1=0.680, d2=0.700 g=0.768 2/2 [==============================] - 0s 19ms/step >3, 345/693, d1=0.684, d2=0.684 g=0.784 2/2 [==============================] - 0s 17ms/step >3, 346/693, d1=0.716, d2=0.663 g=0.779 2/2 [==============================] - 0s 20ms/step >3, 347/693, d1=0.696, d2=0.647 g=0.773 2/2 [==============================] - 0s 19ms/step >3, 348/693, d1=0.697, d2=0.667 g=0.767 2/2 [==============================] - 0s 18ms/step >3, 349/693, d1=0.678, d2=0.685 g=0.773 2/2 [==============================] - 0s 19ms/step >3, 350/693, d1=0.674, d2=0.689 g=0.736 2/2 [==============================] - 0s 19ms/step >3, 351/693, d1=0.661, d2=0.708 g=0.734 2/2 [==============================] - 0s 21ms/step >3, 352/693, d1=0.666, d2=0.686 g=0.753 2/2 [==============================] - 0s 19ms/step >3, 353/693, d1=0.636, d2=0.717 g=0.733 2/2 [==============================] - 0s 20ms/step >3, 354/693, d1=0.678, d2=0.680 g=0.737 2/2 [==============================] - 0s 19ms/step >3, 355/693, d1=0.641, d2=0.707 g=0.737 2/2 [==============================] - 0s 19ms/step >3, 356/693, d1=0.644, d2=0.713 g=0.726 2/2 [==============================] - 0s 18ms/step >3, 357/693, d1=0.647, d2=0.737 g=0.724 2/2 [==============================] - 0s 18ms/step >3, 358/693, d1=0.667, d2=0.762 g=0.756 2/2 [==============================] - 0s 21ms/step >3, 359/693, d1=0.659, d2=0.694 g=0.775 2/2 [==============================] - 0s 17ms/step >3, 360/693, d1=0.678, d2=0.674 g=0.781 2/2 [==============================] - 0s 19ms/step >3, 361/693, d1=0.693, d2=0.660 g=0.786 2/2 [==============================] - 0s 21ms/step >3, 362/693, d1=0.662, d2=0.658 g=0.779 2/2 [==============================] - 0s 18ms/step >3, 363/693, d1=0.675, d2=0.678 g=0.776 2/2 [==============================] - 0s 18ms/step >3, 364/693, d1=0.672, d2=0.657 g=0.758 2/2 [==============================] - 0s 18ms/step >3, 365/693, d1=0.674, d2=0.700 g=0.741 2/2 [==============================] - 0s 19ms/step >3, 366/693, d1=0.676, d2=0.703 g=0.740 2/2 [==============================] - 0s 18ms/step >3, 367/693, d1=0.674, d2=0.724 g=0.748 2/2 [==============================] - 0s 20ms/step >3, 368/693, d1=0.648, d2=0.710 g=0.727 2/2 [==============================] - 0s 20ms/step >3, 369/693, d1=0.626, d2=0.704 g=0.754 2/2 [==============================] - 0s 16ms/step >3, 370/693, d1=0.644, d2=0.704 g=0.734 2/2 [==============================] - 0s 19ms/step >3, 371/693, d1=0.666, d2=0.718 g=0.724 2/2 [==============================] - 0s 21ms/step >3, 372/693, d1=0.686, d2=0.738 g=0.762 2/2 [==============================] - 0s 20ms/step >3, 373/693, d1=0.662, d2=0.684 g=0.772 2/2 [==============================] - 0s 21ms/step >3, 374/693, d1=0.684, d2=0.690 g=0.771 2/2 [==============================] - 0s 21ms/step >3, 375/693, d1=0.673, d2=0.681 g=0.790 2/2 [==============================] - 0s 19ms/step >3, 376/693, d1=0.704, d2=0.664 g=0.787 2/2 [==============================] - 0s 21ms/step >3, 377/693, d1=0.698, d2=0.652 g=0.784 2/2 [==============================] - 0s 20ms/step >3, 378/693, d1=0.736, d2=0.664 g=0.765 2/2 [==============================] - 0s 20ms/step >3, 379/693, d1=0.685, d2=0.679 g=0.739 2/2 [==============================] - 0s 19ms/step >3, 380/693, d1=0.678, d2=0.673 g=0.768 2/2 [==============================] - 0s 21ms/step >3, 381/693, d1=0.697, d2=0.701 g=0.743 2/2 [==============================] - 0s 19ms/step >3, 382/693, d1=0.677, d2=0.705 g=0.749 2/2 [==============================] - 0s 19ms/step >3, 383/693, d1=0.674, d2=0.722 g=0.749 2/2 [==============================] - 0s 22ms/step >3, 384/693, d1=0.684, d2=0.686 g=0.744 2/2 [==============================] - 0s 19ms/step >3, 385/693, d1=0.649, d2=0.701 g=0.731 2/2 [==============================] - 0s 20ms/step >3, 386/693, d1=0.681, d2=0.704 g=0.754 2/2 [==============================] - 0s 17ms/step >3, 387/693, d1=0.678, d2=0.683 g=0.763 2/2 [==============================] - 0s 19ms/step >3, 388/693, d1=0.663, d2=0.668 g=0.771 2/2 [==============================] - 0s 18ms/step >3, 389/693, d1=0.701, d2=0.668 g=0.779 2/2 [==============================] - 0s 20ms/step >3, 390/693, d1=0.688, d2=0.687 g=0.757 2/2 [==============================] - 0s 21ms/step >3, 391/693, d1=0.692, d2=0.697 g=0.747 2/2 [==============================] - 0s 16ms/step >3, 392/693, d1=0.678, d2=0.693 g=0.765 2/2 [==============================] - 0s 20ms/step >3, 393/693, d1=0.676, d2=0.661 g=0.766 2/2 [==============================] - 0s 19ms/step >3, 394/693, d1=0.665, d2=0.675 g=0.752 2/2 [==============================] - 0s 19ms/step >3, 395/693, d1=0.652, d2=0.702 g=0.748 2/2 [==============================] - 0s 17ms/step >3, 396/693, d1=0.638, d2=0.719 g=0.737 2/2 [==============================] - 0s 20ms/step >3, 397/693, d1=0.656, d2=0.748 g=0.731 2/2 [==============================] - 0s 20ms/step >3, 398/693, d1=0.688, d2=0.704 g=0.759 2/2 [==============================] - 0s 18ms/step >3, 399/693, d1=0.684, d2=0.687 g=0.816 2/2 [==============================] - 0s 17ms/step >3, 400/693, d1=0.724, d2=0.664 g=0.788 2/2 [==============================] - 0s 18ms/step >3, 401/693, d1=0.685, d2=0.647 g=0.793 2/2 [==============================] - 0s 21ms/step >3, 402/693, d1=0.693, d2=0.671 g=0.779 2/2 [==============================] - 0s 16ms/step >3, 403/693, d1=0.707, d2=0.670 g=0.768 2/2 [==============================] - 0s 20ms/step >3, 404/693, d1=0.703, d2=0.674 g=0.772 2/2 [==============================] - 0s 17ms/step >3, 405/693, d1=0.675, d2=0.700 g=0.767 2/2 [==============================] - 0s 17ms/step >3, 406/693, d1=0.658, d2=0.650 g=0.767 2/2 [==============================] - 0s 18ms/step >3, 407/693, d1=0.694, d2=0.663 g=0.770 2/2 [==============================] - 0s 18ms/step >3, 408/693, d1=0.694, d2=0.715 g=0.747 2/2 [==============================] - 0s 18ms/step >3, 409/693, d1=0.649, d2=0.736 g=0.716 2/2 [==============================] - 0s 20ms/step >3, 410/693, d1=0.691, d2=0.708 g=0.728 2/2 [==============================] - 0s 23ms/step >3, 411/693, d1=0.668, d2=0.707 g=0.752 2/2 [==============================] - 0s 17ms/step >3, 412/693, d1=0.698, d2=0.680 g=0.774 2/2 [==============================] - 0s 16ms/step >3, 413/693, d1=0.697, d2=0.667 g=0.784 2/2 [==============================] - 0s 18ms/step >3, 414/693, d1=0.693, d2=0.648 g=0.783 2/2 [==============================] - 0s 19ms/step >3, 415/693, d1=0.692, d2=0.660 g=0.770 2/2 [==============================] - 0s 19ms/step >3, 416/693, d1=0.680, d2=0.704 g=0.744 2/2 [==============================] - 0s 18ms/step >3, 417/693, d1=0.696, d2=0.702 g=0.728 2/2 [==============================] - 0s 21ms/step >3, 418/693, d1=0.672, d2=0.706 g=0.725 2/2 [==============================] - 0s 19ms/step >3, 419/693, d1=0.661, d2=0.717 g=0.754 2/2 [==============================] - 0s 18ms/step >3, 420/693, d1=0.676, d2=0.681 g=0.734 2/2 [==============================] - 0s 20ms/step >3, 421/693, d1=0.652, d2=0.703 g=0.758 2/2 [==============================] - 0s 17ms/step >3, 422/693, d1=0.653, d2=0.708 g=0.747 2/2 [==============================] - 0s 17ms/step >3, 423/693, d1=0.672, d2=0.728 g=0.716 2/2 [==============================] - 0s 18ms/step >3, 424/693, d1=0.669, d2=0.735 g=0.745 2/2 [==============================] - 0s 21ms/step >3, 425/693, d1=0.633, d2=0.718 g=0.733 2/2 [==============================] - 0s 16ms/step >3, 426/693, d1=0.687, d2=0.717 g=0.769 2/2 [==============================] - 0s 20ms/step >3, 427/693, d1=0.682, d2=0.673 g=0.806 2/2 [==============================] - 0s 18ms/step >3, 428/693, d1=0.709, d2=0.654 g=0.830 2/2 [==============================] - 0s 19ms/step >3, 429/693, d1=0.713, d2=0.645 g=0.852 2/2 [==============================] - 0s 20ms/step >3, 430/693, d1=0.695, d2=0.659 g=0.796 2/2 [==============================] - 0s 20ms/step >3, 431/693, d1=0.688, d2=0.705 g=0.782 2/2 [==============================] - 0s 21ms/step >3, 432/693, d1=0.729, d2=0.700 g=0.771 2/2 [==============================] - 0s 19ms/step >3, 433/693, d1=0.696, d2=0.643 g=0.803 2/2 [==============================] - 0s 18ms/step >3, 434/693, d1=0.709, d2=0.640 g=0.795 2/2 [==============================] - 0s 18ms/step >3, 435/693, d1=0.681, d2=0.679 g=0.755 2/2 [==============================] - 0s 19ms/step >3, 436/693, d1=0.661, d2=0.684 g=0.759 2/2 [==============================] - 0s 20ms/step >3, 437/693, d1=0.667, d2=0.675 g=0.744 2/2 [==============================] - 0s 21ms/step >3, 438/693, d1=0.669, d2=0.680 g=0.747 2/2 [==============================] - 0s 22ms/step >3, 439/693, d1=0.675, d2=0.683 g=0.740 2/2 [==============================] - 0s 19ms/step >3, 440/693, d1=0.698, d2=0.690 g=0.773 2/2 [==============================] - 0s 20ms/step >3, 441/693, d1=0.691, d2=0.658 g=0.782 2/2 [==============================] - 0s 19ms/step >3, 442/693, d1=0.685, d2=0.666 g=0.814 2/2 [==============================] - 0s 17ms/step >3, 443/693, d1=0.707, d2=0.626 g=0.805 2/2 [==============================] - 0s 18ms/step >3, 444/693, d1=0.700, d2=0.662 g=0.785 2/2 [==============================] - 0s 20ms/step >3, 445/693, d1=0.698, d2=0.665 g=0.757 2/2 [==============================] - 0s 20ms/step >3, 446/693, d1=0.699, d2=0.710 g=0.714 2/2 [==============================] - 0s 19ms/step >3, 447/693, d1=0.676, d2=0.687 g=0.742 2/2 [==============================] - 0s 18ms/step >3, 448/693, d1=0.666, d2=0.693 g=0.745 2/2 [==============================] - 0s 22ms/step >3, 449/693, d1=0.649, d2=0.697 g=0.756 2/2 [==============================] - 0s 18ms/step >3, 450/693, d1=0.640, d2=0.694 g=0.754 2/2 [==============================] - 0s 17ms/step >3, 451/693, d1=0.637, d2=0.723 g=0.735 2/2 [==============================] - 0s 19ms/step >3, 452/693, d1=0.643, d2=0.716 g=0.728 2/2 [==============================] - 0s 20ms/step >3, 453/693, d1=0.639, d2=0.762 g=0.716 2/2 [==============================] - 0s 17ms/step >3, 454/693, d1=0.653, d2=0.723 g=0.735 2/2 [==============================] - 0s 18ms/step >3, 455/693, d1=0.694, d2=0.693 g=0.753 2/2 [==============================] - 0s 20ms/step >3, 456/693, d1=0.676, d2=0.665 g=0.758 2/2 [==============================] - 0s 19ms/step >3, 457/693, d1=0.673, d2=0.687 g=0.757 2/2 [==============================] - 0s 19ms/step >3, 458/693, d1=0.683, d2=0.711 g=0.749 2/2 [==============================] - 0s 19ms/step >3, 459/693, d1=0.661, d2=0.687 g=0.740 2/2 [==============================] - 0s 20ms/step >3, 460/693, d1=0.664, d2=0.697 g=0.726 2/2 [==============================] - 0s 18ms/step >3, 461/693, d1=0.677, d2=0.691 g=0.760 2/2 [==============================] - 0s 21ms/step >3, 462/693, d1=0.677, d2=0.682 g=0.782 2/2 [==============================] - 0s 20ms/step >3, 463/693, d1=0.662, d2=0.702 g=0.784 2/2 [==============================] - 0s 19ms/step >3, 464/693, d1=0.654, d2=0.701 g=0.774 2/2 [==============================] - 0s 20ms/step >3, 465/693, d1=0.693, d2=0.671 g=0.754 2/2 [==============================] - 0s 21ms/step >3, 466/693, d1=0.668, d2=0.658 g=0.762 2/2 [==============================] - 0s 19ms/step >3, 467/693, d1=0.669, d2=0.678 g=0.742 2/2 [==============================] - 0s 19ms/step >3, 468/693, d1=0.695, d2=0.696 g=0.769 2/2 [==============================] - 0s 20ms/step >3, 469/693, d1=0.699, d2=0.703 g=0.781 2/2 [==============================] - 0s 16ms/step >3, 470/693, d1=0.681, d2=0.683 g=0.770 2/2 [==============================] - 0s 19ms/step >3, 471/693, d1=0.701, d2=0.669 g=0.777 2/2 [==============================] - 0s 18ms/step >3, 472/693, d1=0.704, d2=0.649 g=0.782 2/2 [==============================] - 0s 18ms/step >3, 473/693, d1=0.713, d2=0.663 g=0.767 2/2 [==============================] - 0s 20ms/step >3, 474/693, d1=0.703, d2=0.674 g=0.763 2/2 [==============================] - 0s 20ms/step >3, 475/693, d1=0.704, d2=0.685 g=0.754 2/2 [==============================] - 0s 19ms/step >3, 476/693, d1=0.680, d2=0.662 g=0.752 2/2 [==============================] - 0s 19ms/step >3, 477/693, d1=0.691, d2=0.674 g=0.753 2/2 [==============================] - 0s 19ms/step >3, 478/693, d1=0.681, d2=0.704 g=0.740 2/2 [==============================] - 0s 18ms/step >3, 479/693, d1=0.671, d2=0.680 g=0.746 2/2 [==============================] - 0s 19ms/step >3, 480/693, d1=0.670, d2=0.707 g=0.744 2/2 [==============================] - 0s 21ms/step >3, 481/693, d1=0.673, d2=0.705 g=0.737 2/2 [==============================] - 0s 19ms/step >3, 482/693, d1=0.672, d2=0.700 g=0.758 2/2 [==============================] - 0s 18ms/step >3, 483/693, d1=0.670, d2=0.682 g=0.750 2/2 [==============================] - 0s 19ms/step >3, 484/693, d1=0.686, d2=0.685 g=0.751 2/2 [==============================] - 0s 16ms/step >3, 485/693, d1=0.700, d2=0.678 g=0.754 2/2 [==============================] - 0s 17ms/step >3, 486/693, d1=0.681, d2=0.699 g=0.756 2/2 [==============================] - 0s 19ms/step >3, 487/693, d1=0.657, d2=0.682 g=0.741 2/2 [==============================] - 0s 18ms/step >3, 488/693, d1=0.683, d2=0.692 g=0.743 2/2 [==============================] - 0s 18ms/step >3, 489/693, d1=0.664, d2=0.679 g=0.744 2/2 [==============================] - 0s 20ms/step >3, 490/693, d1=0.667, d2=0.699 g=0.730 2/2 [==============================] - 0s 17ms/step >3, 491/693, d1=0.640, d2=0.708 g=0.736 2/2 [==============================] - 0s 18ms/step >3, 492/693, d1=0.694, d2=0.705 g=0.756 2/2 [==============================] - 0s 18ms/step >3, 493/693, d1=0.668, d2=0.704 g=0.732 2/2 [==============================] - 0s 16ms/step >3, 494/693, d1=0.659, d2=0.689 g=0.733 2/2 [==============================] - 0s 21ms/step >3, 495/693, d1=0.660, d2=0.709 g=0.758 2/2 [==============================] - 0s 17ms/step >3, 496/693, d1=0.685, d2=0.692 g=0.762 2/2 [==============================] - 0s 18ms/step >3, 497/693, d1=0.665, d2=0.688 g=0.765 2/2 [==============================] - 0s 21ms/step >3, 498/693, d1=0.689, d2=0.669 g=0.797 2/2 [==============================] - 0s 18ms/step >3, 499/693, d1=0.668, d2=0.677 g=0.776 2/2 [==============================] - 0s 20ms/step >3, 500/693, d1=0.695, d2=0.686 g=0.738 2/2 [==============================] - 0s 19ms/step >3, 501/693, d1=0.684, d2=0.738 g=0.713 2/2 [==============================] - 0s 17ms/step >3, 502/693, d1=0.657, d2=0.722 g=0.739 2/2 [==============================] - 0s 19ms/step >3, 503/693, d1=0.635, d2=0.706 g=0.771 2/2 [==============================] - 0s 18ms/step >3, 504/693, d1=0.638, d2=0.664 g=0.754 2/2 [==============================] - 0s 17ms/step >3, 505/693, d1=0.622, d2=0.716 g=0.749 2/2 [==============================] - 0s 17ms/step >3, 506/693, d1=0.651, d2=0.728 g=0.721 2/2 [==============================] - 0s 17ms/step >3, 507/693, d1=0.649, d2=0.736 g=0.717 2/2 [==============================] - 0s 18ms/step >3, 508/693, d1=0.640, d2=0.730 g=0.734 2/2 [==============================] - 0s 20ms/step >3, 509/693, d1=0.665, d2=0.678 g=0.783 2/2 [==============================] - 0s 20ms/step >3, 510/693, d1=0.659, d2=0.663 g=0.828 2/2 [==============================] - 0s 17ms/step >3, 511/693, d1=0.696, d2=0.608 g=0.846 2/2 [==============================] - 0s 20ms/step >3, 512/693, d1=0.681, d2=0.637 g=0.787 2/2 [==============================] - 0s 20ms/step >3, 513/693, d1=0.656, d2=0.693 g=0.732 2/2 [==============================] - 0s 20ms/step >3, 514/693, d1=0.671, d2=0.731 g=0.717 2/2 [==============================] - 0s 22ms/step >3, 515/693, d1=0.659, d2=0.726 g=0.730 2/2 [==============================] - 0s 21ms/step >3, 516/693, d1=0.645, d2=0.683 g=0.762 2/2 [==============================] - 0s 19ms/step >3, 517/693, d1=0.674, d2=0.689 g=0.771 2/2 [==============================] - 0s 20ms/step >3, 518/693, d1=0.635, d2=0.700 g=0.794 2/2 [==============================] - 0s 20ms/step >3, 519/693, d1=0.670, d2=0.673 g=0.749 2/2 [==============================] - 0s 19ms/step >3, 520/693, d1=0.658, d2=0.733 g=0.732 2/2 [==============================] - 0s 19ms/step >3, 521/693, d1=0.667, d2=0.696 g=0.736 2/2 [==============================] - 0s 19ms/step >3, 522/693, d1=0.663, d2=0.733 g=0.762 2/2 [==============================] - 0s 20ms/step >3, 523/693, d1=0.669, d2=0.675 g=0.781 2/2 [==============================] - 0s 20ms/step >3, 524/693, d1=0.697, d2=0.650 g=0.794 2/2 [==============================] - 0s 21ms/step >3, 525/693, d1=0.695, d2=0.636 g=0.786 2/2 [==============================] - 0s 19ms/step >3, 526/693, d1=0.659, d2=0.681 g=0.781 2/2 [==============================] - 0s 20ms/step >3, 527/693, d1=0.696, d2=0.679 g=0.770 2/2 [==============================] - 0s 18ms/step >3, 528/693, d1=0.697, d2=0.675 g=0.763 2/2 [==============================] - 0s 19ms/step >3, 529/693, d1=0.693, d2=0.679 g=0.754 2/2 [==============================] - 0s 18ms/step >3, 530/693, d1=0.681, d2=0.675 g=0.769 2/2 [==============================] - 0s 22ms/step >3, 531/693, d1=0.680, d2=0.679 g=0.761 2/2 [==============================] - 0s 19ms/step >3, 532/693, d1=0.639, d2=0.709 g=0.772 2/2 [==============================] - 0s 18ms/step >3, 533/693, d1=0.661, d2=0.701 g=0.761 2/2 [==============================] - 0s 19ms/step >3, 534/693, d1=0.670, d2=0.692 g=0.740 2/2 [==============================] - 0s 17ms/step >3, 535/693, d1=0.684, d2=0.691 g=0.757 2/2 [==============================] - 0s 18ms/step >3, 536/693, d1=0.703, d2=0.699 g=0.745 2/2 [==============================] - 0s 20ms/step >3, 537/693, d1=0.670, d2=0.687 g=0.781 2/2 [==============================] - 0s 16ms/step >3, 538/693, d1=0.682, d2=0.663 g=0.788 2/2 [==============================] - 0s 21ms/step >3, 539/693, d1=0.657, d2=0.670 g=0.791 2/2 [==============================] - 0s 19ms/step >3, 540/693, d1=0.715, d2=0.659 g=0.754 2/2 [==============================] - 0s 19ms/step >3, 541/693, d1=0.687, d2=0.675 g=0.747 2/2 [==============================] - 0s 17ms/step >3, 542/693, d1=0.674, d2=0.688 g=0.745 2/2 [==============================] - 0s 19ms/step >3, 543/693, d1=0.690, d2=0.686 g=0.770 2/2 [==============================] - 0s 20ms/step >3, 544/693, d1=0.688, d2=0.680 g=0.758 2/2 [==============================] - 0s 17ms/step >3, 545/693, d1=0.674, d2=0.702 g=0.758 2/2 [==============================] - 0s 19ms/step >3, 546/693, d1=0.670, d2=0.692 g=0.755 2/2 [==============================] - 0s 20ms/step >3, 547/693, d1=0.657, d2=0.698 g=0.752 2/2 [==============================] - 0s 20ms/step >3, 548/693, d1=0.647, d2=0.693 g=0.752 2/2 [==============================] - 0s 19ms/step >3, 549/693, d1=0.685, d2=0.685 g=0.766 2/2 [==============================] - 0s 20ms/step >3, 550/693, d1=0.697, d2=0.680 g=0.781 2/2 [==============================] - 0s 21ms/step >3, 551/693, d1=0.694, d2=0.662 g=0.782 2/2 [==============================] - 0s 21ms/step >3, 552/693, d1=0.709, d2=0.645 g=0.824 2/2 [==============================] - 0s 20ms/step >3, 553/693, d1=0.690, d2=0.634 g=0.793 2/2 [==============================] - 0s 20ms/step >3, 554/693, d1=0.684, d2=0.662 g=0.758 2/2 [==============================] - 0s 21ms/step >3, 555/693, d1=0.670, d2=0.692 g=0.745 2/2 [==============================] - 0s 19ms/step >3, 556/693, d1=0.689, d2=0.705 g=0.755 2/2 [==============================] - 0s 20ms/step >3, 557/693, d1=0.704, d2=0.674 g=0.752 2/2 [==============================] - 0s 17ms/step >3, 558/693, d1=0.667, d2=0.701 g=0.759 2/2 [==============================] - 0s 18ms/step >3, 559/693, d1=0.659, d2=0.695 g=0.764 2/2 [==============================] - 0s 21ms/step >3, 560/693, d1=0.664, d2=0.706 g=0.750 2/2 [==============================] - 0s 18ms/step >3, 561/693, d1=0.653, d2=0.728 g=0.728 2/2 [==============================] - 0s 16ms/step >3, 562/693, d1=0.688, d2=0.724 g=0.721 2/2 [==============================] - 0s 17ms/step >3, 563/693, d1=0.646, d2=0.715 g=0.728 2/2 [==============================] - 0s 18ms/step >3, 564/693, d1=0.656, d2=0.686 g=0.771 2/2 [==============================] - 0s 18ms/step >3, 565/693, d1=0.680, d2=0.664 g=0.793 2/2 [==============================] - 0s 19ms/step >3, 566/693, d1=0.659, d2=0.647 g=0.842 2/2 [==============================] - 0s 20ms/step >3, 567/693, d1=0.681, d2=0.672 g=0.813 2/2 [==============================] - 0s 21ms/step >3, 568/693, d1=0.680, d2=0.725 g=0.770 2/2 [==============================] - 0s 19ms/step >3, 569/693, d1=0.675, d2=0.693 g=0.719 2/2 [==============================] - 0s 17ms/step >3, 570/693, d1=0.676, d2=0.698 g=0.733 2/2 [==============================] - 0s 19ms/step >3, 571/693, d1=0.685, d2=0.710 g=0.745 2/2 [==============================] - 0s 19ms/step >3, 572/693, d1=0.647, d2=0.685 g=0.778 2/2 [==============================] - 0s 19ms/step >3, 573/693, d1=0.643, d2=0.694 g=0.791 2/2 [==============================] - 0s 21ms/step >3, 574/693, d1=0.626, d2=0.704 g=0.750 2/2 [==============================] - 0s 18ms/step >3, 575/693, d1=0.652, d2=0.731 g=0.727 2/2 [==============================] - 0s 18ms/step >3, 576/693, d1=0.627, d2=0.755 g=0.715 2/2 [==============================] - 0s 16ms/step >3, 577/693, d1=0.658, d2=0.725 g=0.754 2/2 [==============================] - 0s 17ms/step >3, 578/693, d1=0.671, d2=0.687 g=0.793 2/2 [==============================] - 0s 21ms/step >3, 579/693, d1=0.667, d2=0.651 g=0.825 2/2 [==============================] - 0s 17ms/step >3, 580/693, d1=0.700, d2=0.637 g=0.823 2/2 [==============================] - 0s 22ms/step >3, 581/693, d1=0.674, d2=0.648 g=0.795 2/2 [==============================] - 0s 16ms/step >3, 582/693, d1=0.675, d2=0.713 g=0.720 2/2 [==============================] - 0s 17ms/step >3, 583/693, d1=0.688, d2=0.751 g=0.735 2/2 [==============================] - 0s 19ms/step >3, 584/693, d1=0.674, d2=0.704 g=0.756 2/2 [==============================] - 0s 16ms/step >3, 585/693, d1=0.676, d2=0.676 g=0.758 2/2 [==============================] - 0s 19ms/step >3, 586/693, d1=0.641, d2=0.726 g=0.771 2/2 [==============================] - 0s 18ms/step >3, 587/693, d1=0.646, d2=0.696 g=0.774 2/2 [==============================] - 0s 21ms/step >3, 588/693, d1=0.671, d2=0.733 g=0.754 2/2 [==============================] - 0s 16ms/step >3, 589/693, d1=0.695, d2=0.691 g=0.762 2/2 [==============================] - 0s 17ms/step >3, 590/693, d1=0.684, d2=0.677 g=0.761 2/2 [==============================] - 0s 18ms/step >3, 591/693, d1=0.698, d2=0.673 g=0.782 2/2 [==============================] - 0s 19ms/step >3, 592/693, d1=0.688, d2=0.661 g=0.817 2/2 [==============================] - 0s 16ms/step >3, 593/693, d1=0.714, d2=0.650 g=0.836 2/2 [==============================] - 0s 17ms/step >3, 594/693, d1=0.706, d2=0.643 g=0.809 2/2 [==============================] - 0s 20ms/step >3, 595/693, d1=0.695, d2=0.658 g=0.791 2/2 [==============================] - 0s 19ms/step >3, 596/693, d1=0.696, d2=0.675 g=0.760 2/2 [==============================] - 0s 17ms/step >3, 597/693, d1=0.707, d2=0.665 g=0.758 2/2 [==============================] - 0s 18ms/step >3, 598/693, d1=0.675, d2=0.685 g=0.769 2/2 [==============================] - 0s 18ms/step >3, 599/693, d1=0.652, d2=0.683 g=0.765 2/2 [==============================] - 0s 18ms/step >3, 600/693, d1=0.653, d2=0.673 g=0.778 2/2 [==============================] - 0s 17ms/step >3, 601/693, d1=0.659, d2=0.700 g=0.748 2/2 [==============================] - 0s 18ms/step >3, 602/693, d1=0.646, d2=0.690 g=0.753 2/2 [==============================] - 0s 16ms/step >3, 603/693, d1=0.683, d2=0.696 g=0.743 2/2 [==============================] - 0s 18ms/step >3, 604/693, d1=0.692, d2=0.707 g=0.768 2/2 [==============================] - 0s 20ms/step >3, 605/693, d1=0.682, d2=0.653 g=0.799 2/2 [==============================] - 0s 17ms/step >3, 606/693, d1=0.684, d2=0.648 g=0.853 2/2 [==============================] - 0s 19ms/step >3, 607/693, d1=0.713, d2=0.613 g=0.854 2/2 [==============================] - 0s 47ms/step >3, 608/693, d1=0.707, d2=0.634 g=0.833 2/2 [==============================] - 0s 18ms/step >3, 609/693, d1=0.709, d2=0.667 g=0.798 2/2 [==============================] - 0s 16ms/step >3, 610/693, d1=0.716, d2=0.675 g=0.754 2/2 [==============================] - 0s 17ms/step >3, 611/693, d1=0.686, d2=0.697 g=0.748 2/2 [==============================] - 0s 17ms/step >3, 612/693, d1=0.699, d2=0.678 g=0.754 2/2 [==============================] - 0s 18ms/step >3, 613/693, d1=0.672, d2=0.707 g=0.759 2/2 [==============================] - 0s 17ms/step >3, 614/693, d1=0.661, d2=0.705 g=0.746 2/2 [==============================] - 0s 17ms/step >3, 615/693, d1=0.649, d2=0.699 g=0.740 2/2 [==============================] - 0s 17ms/step >3, 616/693, d1=0.641, d2=0.716 g=0.722 2/2 [==============================] - 0s 16ms/step >3, 617/693, d1=0.656, d2=0.699 g=0.742 2/2 [==============================] - 0s 16ms/step >3, 618/693, d1=0.681, d2=0.726 g=0.726 2/2 [==============================] - 0s 16ms/step >3, 619/693, d1=0.672, d2=0.710 g=0.753 2/2 [==============================] - 0s 17ms/step >3, 620/693, d1=0.679, d2=0.697 g=0.783 2/2 [==============================] - 0s 17ms/step >3, 621/693, d1=0.698, d2=0.680 g=0.778 2/2 [==============================] - 0s 16ms/step >3, 622/693, d1=0.693, d2=0.681 g=0.788 2/2 [==============================] - 0s 19ms/step >3, 623/693, d1=0.679, d2=0.663 g=0.778 2/2 [==============================] - 0s 16ms/step >3, 624/693, d1=0.694, d2=0.678 g=0.779 2/2 [==============================] - 0s 20ms/step >3, 625/693, d1=0.684, d2=0.682 g=0.744 2/2 [==============================] - 0s 16ms/step >3, 626/693, d1=0.676, d2=0.689 g=0.734 2/2 [==============================] - 0s 18ms/step >3, 627/693, d1=0.657, d2=0.713 g=0.774 2/2 [==============================] - 0s 18ms/step >3, 628/693, d1=0.665, d2=0.688 g=0.785 2/2 [==============================] - 0s 20ms/step >3, 629/693, d1=0.665, d2=0.688 g=0.775 2/2 [==============================] - 0s 16ms/step >3, 630/693, d1=0.665, d2=0.683 g=0.784 2/2 [==============================] - 0s 17ms/step >3, 631/693, d1=0.698, d2=0.661 g=0.770 2/2 [==============================] - 0s 17ms/step >3, 632/693, d1=0.701, d2=0.668 g=0.762 2/2 [==============================] - 0s 19ms/step >3, 633/693, d1=0.700, d2=0.691 g=0.768 2/2 [==============================] - 0s 19ms/step >3, 634/693, d1=0.668, d2=0.689 g=0.764 2/2 [==============================] - 0s 19ms/step >3, 635/693, d1=0.690, d2=0.674 g=0.775 2/2 [==============================] - 0s 19ms/step >3, 636/693, d1=0.690, d2=0.674 g=0.749 2/2 [==============================] - 0s 19ms/step >3, 637/693, d1=0.653, d2=0.707 g=0.757 2/2 [==============================] - 0s 19ms/step >3, 638/693, d1=0.661, d2=0.685 g=0.769 2/2 [==============================] - 0s 21ms/step >3, 639/693, d1=0.691, d2=0.691 g=0.764 2/2 [==============================] - 0s 20ms/step >3, 640/693, d1=0.666, d2=0.671 g=0.748 2/2 [==============================] - 0s 20ms/step >3, 641/693, d1=0.665, d2=0.682 g=0.739 2/2 [==============================] - 0s 19ms/step >3, 642/693, d1=0.651, d2=0.689 g=0.735 2/2 [==============================] - 0s 20ms/step >3, 643/693, d1=0.664, d2=0.688 g=0.725 2/2 [==============================] - 0s 20ms/step >3, 644/693, d1=0.656, d2=0.712 g=0.738 2/2 [==============================] - 0s 20ms/step >3, 645/693, d1=0.662, d2=0.722 g=0.753 2/2 [==============================] - 0s 19ms/step >3, 646/693, d1=0.682, d2=0.710 g=0.752 2/2 [==============================] - 0s 19ms/step >3, 647/693, d1=0.682, d2=0.675 g=0.768 2/2 [==============================] - 0s 18ms/step >3, 648/693, d1=0.676, d2=0.685 g=0.785 2/2 [==============================] - 0s 19ms/step >3, 649/693, d1=0.679, d2=0.659 g=0.773 2/2 [==============================] - 0s 19ms/step >3, 650/693, d1=0.688, d2=0.687 g=0.767 2/2 [==============================] - 0s 19ms/step >3, 651/693, d1=0.658, d2=0.673 g=0.764 2/2 [==============================] - 0s 18ms/step >3, 652/693, d1=0.654, d2=0.672 g=0.764 2/2 [==============================] - 0s 20ms/step >3, 653/693, d1=0.681, d2=0.694 g=0.740 2/2 [==============================] - 0s 19ms/step >3, 654/693, d1=0.643, d2=0.689 g=0.750 2/2 [==============================] - 0s 20ms/step >3, 655/693, d1=0.642, d2=0.701 g=0.742 2/2 [==============================] - 0s 20ms/step >3, 656/693, d1=0.641, d2=0.691 g=0.757 2/2 [==============================] - 0s 19ms/step >3, 657/693, d1=0.652, d2=0.699 g=0.741 2/2 [==============================] - 0s 20ms/step >3, 658/693, d1=0.641, d2=0.716 g=0.741 2/2 [==============================] - 0s 22ms/step >3, 659/693, d1=0.629, d2=0.732 g=0.744 2/2 [==============================] - 0s 20ms/step >3, 660/693, d1=0.654, d2=0.699 g=0.755 2/2 [==============================] - 0s 19ms/step >3, 661/693, d1=0.668, d2=0.711 g=0.769 2/2 [==============================] - 0s 21ms/step >3, 662/693, d1=0.670, d2=0.656 g=0.780 2/2 [==============================] - 0s 18ms/step >3, 663/693, d1=0.713, d2=0.650 g=0.786 2/2 [==============================] - 0s 18ms/step >3, 664/693, d1=0.682, d2=0.655 g=0.769 2/2 [==============================] - 0s 21ms/step >3, 665/693, d1=0.689, d2=0.681 g=0.756 2/2 [==============================] - 0s 21ms/step >3, 666/693, d1=0.689, d2=0.650 g=0.766 2/2 [==============================] - 0s 19ms/step >3, 667/693, d1=0.711, d2=0.692 g=0.749 2/2 [==============================] - 0s 19ms/step >3, 668/693, d1=0.649, d2=0.697 g=0.748 2/2 [==============================] - 0s 19ms/step >3, 669/693, d1=0.668, d2=0.702 g=0.743 2/2 [==============================] - 0s 19ms/step >3, 670/693, d1=0.660, d2=0.686 g=0.750 2/2 [==============================] - 0s 18ms/step >3, 671/693, d1=0.679, d2=0.682 g=0.760 2/2 [==============================] - 0s 19ms/step >3, 672/693, d1=0.686, d2=0.687 g=0.752 2/2 [==============================] - 0s 19ms/step >3, 673/693, d1=0.665, d2=0.739 g=0.756 2/2 [==============================] - 0s 20ms/step >3, 674/693, d1=0.682, d2=0.686 g=0.768 2/2 [==============================] - 0s 18ms/step >3, 675/693, d1=0.672, d2=0.691 g=0.770 2/2 [==============================] - 0s 20ms/step >3, 676/693, d1=0.648, d2=0.693 g=0.774 2/2 [==============================] - 0s 17ms/step >3, 677/693, d1=0.669, d2=0.652 g=0.778 2/2 [==============================] - 0s 20ms/step >3, 678/693, d1=0.700, d2=0.672 g=0.757 2/2 [==============================] - 0s 18ms/step >3, 679/693, d1=0.667, d2=0.676 g=0.760 2/2 [==============================] - 0s 18ms/step >3, 680/693, d1=0.665, d2=0.676 g=0.750 2/2 [==============================] - 0s 18ms/step >3, 681/693, d1=0.661, d2=0.701 g=0.756 2/2 [==============================] - 0s 19ms/step >3, 682/693, d1=0.648, d2=0.689 g=0.754 2/2 [==============================] - 0s 20ms/step >3, 683/693, d1=0.668, d2=0.692 g=0.760 2/2 [==============================] - 0s 19ms/step >3, 684/693, d1=0.654, d2=0.716 g=0.761 2/2 [==============================] - 0s 20ms/step >3, 685/693, d1=0.662, d2=0.710 g=0.740 2/2 [==============================] - 0s 19ms/step >3, 686/693, d1=0.675, d2=0.700 g=0.750 2/2 [==============================] - 0s 20ms/step >3, 687/693, d1=0.664, d2=0.705 g=0.762 2/2 [==============================] - 0s 18ms/step >3, 688/693, d1=0.668, d2=0.680 g=0.771 2/2 [==============================] - 0s 18ms/step >3, 689/693, d1=0.691, d2=0.682 g=0.791 2/2 [==============================] - 0s 19ms/step >3, 690/693, d1=0.676, d2=0.650 g=0.772 2/2 [==============================] - 0s 19ms/step >3, 691/693, d1=0.666, d2=0.682 g=0.781 2/2 [==============================] - 0s 19ms/step >3, 692/693, d1=0.685, d2=0.680 g=0.741 2/2 [==============================] - 0s 19ms/step >3, 693/693, d1=0.650, d2=0.687 g=0.737 2/2 [==============================] - 0s 20ms/step >4, 1/693, d1=0.655, d2=0.706 g=0.753 2/2 [==============================] - 0s 19ms/step >4, 2/693, d1=0.655, d2=0.715 g=0.751 2/2 [==============================] - 0s 19ms/step >4, 3/693, d1=0.651, d2=0.695 g=0.771 2/2 [==============================] - 0s 20ms/step >4, 4/693, d1=0.659, d2=0.691 g=0.750 2/2 [==============================] - 0s 20ms/step >4, 5/693, d1=0.658, d2=0.726 g=0.748 2/2 [==============================] - 0s 20ms/step >4, 6/693, d1=0.658, d2=0.715 g=0.738 2/2 [==============================] - 0s 20ms/step >4, 7/693, d1=0.662, d2=0.715 g=0.774 2/2 [==============================] - 0s 19ms/step >4, 8/693, d1=0.652, d2=0.648 g=0.797 2/2 [==============================] - 0s 21ms/step >4, 9/693, d1=0.689, d2=0.645 g=0.807 2/2 [==============================] - 0s 20ms/step >4, 10/693, d1=0.654, d2=0.645 g=0.803 2/2 [==============================] - 0s 20ms/step >4, 11/693, d1=0.676, d2=0.705 g=0.776 2/2 [==============================] - 0s 20ms/step >4, 12/693, d1=0.677, d2=0.700 g=0.760 2/2 [==============================] - 0s 20ms/step >4, 13/693, d1=0.661, d2=0.718 g=0.776 2/2 [==============================] - 0s 20ms/step >4, 14/693, d1=0.679, d2=0.682 g=0.799 2/2 [==============================] - 0s 19ms/step >4, 15/693, d1=0.674, d2=0.676 g=0.803 2/2 [==============================] - 0s 19ms/step >4, 16/693, d1=0.684, d2=0.661 g=0.787 2/2 [==============================] - 0s 18ms/step >4, 17/693, d1=0.701, d2=0.675 g=0.784 2/2 [==============================] - 0s 20ms/step >4, 18/693, d1=0.662, d2=0.684 g=0.761 2/2 [==============================] - 0s 20ms/step >4, 19/693, d1=0.684, d2=0.692 g=0.779 2/2 [==============================] - 0s 21ms/step >4, 20/693, d1=0.697, d2=0.668 g=0.787 2/2 [==============================] - 0s 21ms/step >4, 21/693, d1=0.689, d2=0.658 g=0.797 2/2 [==============================] - 0s 20ms/step >4, 22/693, d1=0.703, d2=0.647 g=0.789 2/2 [==============================] - 0s 18ms/step >4, 23/693, d1=0.669, d2=0.650 g=0.777 2/2 [==============================] - 0s 20ms/step >4, 24/693, d1=0.673, d2=0.679 g=0.779 2/2 [==============================] - 0s 20ms/step >4, 25/693, d1=0.659, d2=0.681 g=0.772 2/2 [==============================] - 0s 22ms/step >4, 26/693, d1=0.702, d2=0.692 g=0.768 2/2 [==============================] - 0s 19ms/step >4, 27/693, d1=0.661, d2=0.704 g=0.755 2/2 [==============================] - 0s 18ms/step >4, 28/693, d1=0.675, d2=0.678 g=0.777 2/2 [==============================] - 0s 19ms/step >4, 29/693, d1=0.670, d2=0.704 g=0.742 2/2 [==============================] - 0s 19ms/step >4, 30/693, d1=0.661, d2=0.666 g=0.753 2/2 [==============================] - 0s 18ms/step >4, 31/693, d1=0.664, d2=0.707 g=0.753 2/2 [==============================] - 0s 20ms/step >4, 32/693, d1=0.671, d2=0.692 g=0.747 2/2 [==============================] - 0s 21ms/step >4, 33/693, d1=0.653, d2=0.675 g=0.757 2/2 [==============================] - 0s 20ms/step >4, 34/693, d1=0.659, d2=0.691 g=0.757 2/2 [==============================] - 0s 20ms/step >4, 35/693, d1=0.651, d2=0.690 g=0.791 2/2 [==============================] - 0s 21ms/step >4, 36/693, d1=0.653, d2=0.702 g=0.782 2/2 [==============================] - 0s 21ms/step >4, 37/693, d1=0.645, d2=0.684 g=0.746 2/2 [==============================] - 0s 20ms/step >4, 38/693, d1=0.651, d2=0.727 g=0.762 2/2 [==============================] - 0s 20ms/step >4, 39/693, d1=0.676, d2=0.688 g=0.778 2/2 [==============================] - 0s 19ms/step >4, 40/693, d1=0.684, d2=0.686 g=0.778 2/2 [==============================] - 0s 17ms/step >4, 41/693, d1=0.688, d2=0.655 g=0.795 2/2 [==============================] - 0s 21ms/step >4, 42/693, d1=0.701, d2=0.690 g=0.746 2/2 [==============================] - 0s 18ms/step >4, 43/693, d1=0.659, d2=0.677 g=0.765 2/2 [==============================] - 0s 19ms/step >4, 44/693, d1=0.663, d2=0.699 g=0.725 2/2 [==============================] - 0s 19ms/step >4, 45/693, d1=0.655, d2=0.725 g=0.732 2/2 [==============================] - 0s 18ms/step >4, 46/693, d1=0.663, d2=0.712 g=0.750 2/2 [==============================] - 0s 17ms/step >4, 47/693, d1=0.654, d2=0.655 g=0.793 2/2 [==============================] - 0s 17ms/step >4, 48/693, d1=0.676, d2=0.689 g=0.802 2/2 [==============================] - 0s 20ms/step >4, 49/693, d1=0.700, d2=0.649 g=0.798 2/2 [==============================] - 0s 18ms/step >4, 50/693, d1=0.661, d2=0.638 g=0.780 2/2 [==============================] - 0s 18ms/step >4, 51/693, d1=0.657, d2=0.684 g=0.750 2/2 [==============================] - 0s 18ms/step >4, 52/693, d1=0.661, d2=0.724 g=0.721 2/2 [==============================] - 0s 18ms/step >4, 53/693, d1=0.657, d2=0.719 g=0.760 2/2 [==============================] - 0s 20ms/step >4, 54/693, d1=0.664, d2=0.708 g=0.783 2/2 [==============================] - 0s 19ms/step >4, 55/693, d1=0.691, d2=0.674 g=0.812 2/2 [==============================] - 0s 17ms/step >4, 56/693, d1=0.678, d2=0.673 g=0.790 2/2 [==============================] - 0s 19ms/step >4, 57/693, d1=0.662, d2=0.702 g=0.767 2/2 [==============================] - 0s 18ms/step >4, 58/693, d1=0.688, d2=0.698 g=0.768 2/2 [==============================] - 0s 19ms/step >4, 59/693, d1=0.649, d2=0.688 g=0.757 2/2 [==============================] - 0s 20ms/step >4, 60/693, d1=0.684, d2=0.670 g=0.765 2/2 [==============================] - 0s 18ms/step >4, 61/693, d1=0.677, d2=0.658 g=0.813 2/2 [==============================] - 0s 18ms/step >4, 62/693, d1=0.701, d2=0.647 g=0.819 2/2 [==============================] - 0s 17ms/step >4, 63/693, d1=0.656, d2=0.618 g=0.819 2/2 [==============================] - 0s 17ms/step >4, 64/693, d1=0.665, d2=0.683 g=0.775 2/2 [==============================] - 0s 18ms/step >4, 65/693, d1=0.688, d2=0.691 g=0.720 2/2 [==============================] - 0s 19ms/step >4, 66/693, d1=0.673, d2=0.732 g=0.727 2/2 [==============================] - 0s 20ms/step >4, 67/693, d1=0.620, d2=0.697 g=0.757 2/2 [==============================] - 0s 18ms/step >4, 68/693, d1=0.640, d2=0.678 g=0.771 2/2 [==============================] - 0s 18ms/step >4, 69/693, d1=0.628, d2=0.687 g=0.770 2/2 [==============================] - 0s 19ms/step >4, 70/693, d1=0.622, d2=0.692 g=0.759 2/2 [==============================] - 0s 18ms/step >4, 71/693, d1=0.648, d2=0.697 g=0.743 2/2 [==============================] - 0s 17ms/step >4, 72/693, d1=0.643, d2=0.736 g=0.726 2/2 [==============================] - 0s 18ms/step >4, 73/693, d1=0.645, d2=0.721 g=0.755 2/2 [==============================] - 0s 20ms/step >4, 74/693, d1=0.659, d2=0.711 g=0.801 2/2 [==============================] - 0s 17ms/step >4, 75/693, d1=0.682, d2=0.658 g=0.826 2/2 [==============================] - 0s 17ms/step >4, 76/693, d1=0.693, d2=0.646 g=0.843 2/2 [==============================] - 0s 18ms/step >4, 77/693, d1=0.673, d2=0.652 g=0.809 2/2 [==============================] - 0s 17ms/step >4, 78/693, d1=0.658, d2=0.689 g=0.759 2/2 [==============================] - 0s 18ms/step >4, 79/693, d1=0.682, d2=0.754 g=0.732 2/2 [==============================] - 0s 17ms/step >4, 80/693, d1=0.691, d2=0.709 g=0.750 2/2 [==============================] - 0s 19ms/step >4, 81/693, d1=0.668, d2=0.695 g=0.787 2/2 [==============================] - 0s 18ms/step >4, 82/693, d1=0.655, d2=0.686 g=0.801 2/2 [==============================] - 0s 18ms/step >4, 83/693, d1=0.633, d2=0.667 g=0.793 2/2 [==============================] - 0s 19ms/step >4, 84/693, d1=0.667, d2=0.718 g=0.754 2/2 [==============================] - 0s 18ms/step >4, 85/693, d1=0.646, d2=0.744 g=0.738 2/2 [==============================] - 0s 18ms/step >4, 86/693, d1=0.654, d2=0.739 g=0.738 2/2 [==============================] - 0s 17ms/step >4, 87/693, d1=0.664, d2=0.682 g=0.772 2/2 [==============================] - 0s 18ms/step >4, 88/693, d1=0.684, d2=0.661 g=0.790 2/2 [==============================] - 0s 18ms/step >4, 89/693, d1=0.681, d2=0.645 g=0.841 2/2 [==============================] - 0s 19ms/step >4, 90/693, d1=0.686, d2=0.631 g=0.854 2/2 [==============================] - 0s 18ms/step >4, 91/693, d1=0.665, d2=0.622 g=0.833 2/2 [==============================] - 0s 20ms/step >4, 92/693, d1=0.676, d2=0.719 g=0.781 2/2 [==============================] - 0s 18ms/step >4, 93/693, d1=0.671, d2=0.745 g=0.750 2/2 [==============================] - 0s 17ms/step >4, 94/693, d1=0.707, d2=0.687 g=0.782 2/2 [==============================] - 0s 18ms/step >4, 95/693, d1=0.669, d2=0.666 g=0.836 2/2 [==============================] - 0s 19ms/step >4, 96/693, d1=0.659, d2=0.645 g=0.829 2/2 [==============================] - 0s 18ms/step >4, 97/693, d1=0.690, d2=0.646 g=0.797 2/2 [==============================] - 0s 19ms/step >4, 98/693, d1=0.701, d2=0.678 g=0.753 2/2 [==============================] - 0s 19ms/step >4, 99/693, d1=0.654, d2=0.714 g=0.773 2/2 [==============================] - 0s 18ms/step >4, 100/693, d1=0.686, d2=0.674 g=0.801 2/2 [==============================] - 0s 18ms/step >4, 101/693, d1=0.671, d2=0.685 g=0.811 2/2 [==============================] - 0s 18ms/step >4, 102/693, d1=0.685, d2=0.651 g=0.798 2/2 [==============================] - 0s 19ms/step >4, 103/693, d1=0.677, d2=0.634 g=0.813 2/2 [==============================] - 0s 19ms/step >4, 104/693, d1=0.687, d2=0.657 g=0.787 2/2 [==============================] - 0s 20ms/step >4, 105/693, d1=0.689, d2=0.704 g=0.773 2/2 [==============================] - 0s 18ms/step >4, 106/693, d1=0.706, d2=0.672 g=0.791 2/2 [==============================] - 0s 18ms/step >4, 107/693, d1=0.685, d2=0.650 g=0.780 2/2 [==============================] - 0s 19ms/step >4, 108/693, d1=0.674, d2=0.650 g=0.801 2/2 [==============================] - 0s 20ms/step >4, 109/693, d1=0.650, d2=0.691 g=0.770 2/2 [==============================] - 0s 18ms/step >4, 110/693, d1=0.659, d2=0.712 g=0.750 2/2 [==============================] - 0s 19ms/step >4, 111/693, d1=0.694, d2=0.720 g=0.772 2/2 [==============================] - 0s 18ms/step >4, 112/693, d1=0.675, d2=0.687 g=0.742 2/2 [==============================] - 0s 17ms/step >4, 113/693, d1=0.683, d2=0.669 g=0.783 2/2 [==============================] - 0s 18ms/step >4, 114/693, d1=0.684, d2=0.665 g=0.796 2/2 [==============================] - 0s 18ms/step >4, 115/693, d1=0.673, d2=0.662 g=0.803 2/2 [==============================] - 0s 17ms/step >4, 116/693, d1=0.722, d2=0.645 g=0.801 2/2 [==============================] - 0s 18ms/step >4, 117/693, d1=0.665, d2=0.644 g=0.798 2/2 [==============================] - 0s 18ms/step >4, 118/693, d1=0.706, d2=0.663 g=0.756 2/2 [==============================] - 0s 16ms/step >4, 119/693, d1=0.679, d2=0.690 g=0.756 2/2 [==============================] - 0s 18ms/step >4, 120/693, d1=0.688, d2=0.694 g=0.728 2/2 [==============================] - 0s 18ms/step >4, 121/693, d1=0.655, d2=0.701 g=0.742 2/2 [==============================] - 0s 19ms/step >4, 122/693, d1=0.665, d2=0.695 g=0.739 2/2 [==============================] - 0s 21ms/step >4, 123/693, d1=0.647, d2=0.707 g=0.738 2/2 [==============================] - 0s 21ms/step >4, 124/693, d1=0.607, d2=0.744 g=0.738 2/2 [==============================] - 0s 18ms/step >4, 125/693, d1=0.633, d2=0.710 g=0.743 2/2 [==============================] - 0s 18ms/step >4, 126/693, d1=0.668, d2=0.707 g=0.762 2/2 [==============================] - 0s 18ms/step >4, 127/693, d1=0.673, d2=0.678 g=0.790 2/2 [==============================] - 0s 18ms/step >4, 128/693, d1=0.699, d2=0.686 g=0.767 2/2 [==============================] - 0s 18ms/step >4, 129/693, d1=0.668, d2=0.683 g=0.766 2/2 [==============================] - 0s 19ms/step >4, 130/693, d1=0.659, d2=0.670 g=0.761 2/2 [==============================] - 0s 20ms/step >4, 131/693, d1=0.669, d2=0.673 g=0.764 2/2 [==============================] - 0s 20ms/step >4, 132/693, d1=0.683, d2=0.690 g=0.763 2/2 [==============================] - 0s 18ms/step >4, 133/693, d1=0.673, d2=0.678 g=0.771 2/2 [==============================] - 0s 18ms/step >4, 134/693, d1=0.646, d2=0.689 g=0.765 2/2 [==============================] - 0s 19ms/step >4, 135/693, d1=0.671, d2=0.661 g=0.785 2/2 [==============================] - 0s 21ms/step >4, 136/693, d1=0.689, d2=0.656 g=0.769 2/2 [==============================] - 0s 19ms/step >4, 137/693, d1=0.664, d2=0.689 g=0.789 2/2 [==============================] - 0s 18ms/step >4, 138/693, d1=0.649, d2=0.682 g=0.771 2/2 [==============================] - 0s 17ms/step >4, 139/693, d1=0.688, d2=0.679 g=0.763 2/2 [==============================] - 0s 18ms/step >4, 140/693, d1=0.662, d2=0.699 g=0.765 2/2 [==============================] - 0s 19ms/step >4, 141/693, d1=0.659, d2=0.665 g=0.780 2/2 [==============================] - 0s 21ms/step >4, 142/693, d1=0.648, d2=0.682 g=0.780 2/2 [==============================] - 0s 20ms/step >4, 143/693, d1=0.686, d2=0.658 g=0.800 2/2 [==============================] - 0s 18ms/step >4, 144/693, d1=0.682, d2=0.677 g=0.781 2/2 [==============================] - 0s 18ms/step >4, 145/693, d1=0.684, d2=0.671 g=0.787 2/2 [==============================] - 0s 19ms/step >4, 146/693, d1=0.668, d2=0.665 g=0.772 2/2 [==============================] - 0s 17ms/step >4, 147/693, d1=0.653, d2=0.706 g=0.767 2/2 [==============================] - 0s 18ms/step >4, 148/693, d1=0.658, d2=0.699 g=0.764 2/2 [==============================] - 0s 20ms/step >4, 149/693, d1=0.666, d2=0.697 g=0.770 2/2 [==============================] - 0s 18ms/step >4, 150/693, d1=0.676, d2=0.733 g=0.772 2/2 [==============================] - 0s 20ms/step >4, 151/693, d1=0.674, d2=0.691 g=0.769 2/2 [==============================] - 0s 18ms/step >4, 152/693, d1=0.678, d2=0.692 g=0.774 2/2 [==============================] - 0s 19ms/step >4, 153/693, d1=0.650, d2=0.680 g=0.815 2/2 [==============================] - 0s 19ms/step >4, 154/693, d1=0.695, d2=0.658 g=0.801 2/2 [==============================] - 0s 19ms/step >4, 155/693, d1=0.704, d2=0.665 g=0.793 2/2 [==============================] - 0s 19ms/step >4, 156/693, d1=0.686, d2=0.674 g=0.786 2/2 [==============================] - 0s 23ms/step >4, 157/693, d1=0.671, d2=0.676 g=0.798 2/2 [==============================] - 0s 19ms/step >4, 158/693, d1=0.676, d2=0.669 g=0.784 2/2 [==============================] - 0s 20ms/step >4, 159/693, d1=0.669, d2=0.673 g=0.806 2/2 [==============================] - 0s 20ms/step >4, 160/693, d1=0.695, d2=0.651 g=0.793 2/2 [==============================] - 0s 20ms/step >4, 161/693, d1=0.650, d2=0.662 g=0.786 2/2 [==============================] - 0s 19ms/step >4, 162/693, d1=0.682, d2=0.671 g=0.746 2/2 [==============================] - 0s 20ms/step >4, 163/693, d1=0.677, d2=0.732 g=0.761 2/2 [==============================] - 0s 18ms/step >4, 164/693, d1=0.662, d2=0.706 g=0.770 2/2 [==============================] - 0s 19ms/step >4, 165/693, d1=0.666, d2=0.668 g=0.796 2/2 [==============================] - 0s 22ms/step >4, 166/693, d1=0.698, d2=0.665 g=0.799 2/2 [==============================] - 0s 19ms/step >4, 167/693, d1=0.661, d2=0.682 g=0.801 2/2 [==============================] - 0s 18ms/step >4, 168/693, d1=0.685, d2=0.720 g=0.775 2/2 [==============================] - 0s 21ms/step >4, 169/693, d1=0.684, d2=0.719 g=0.754 2/2 [==============================] - 0s 20ms/step >4, 170/693, d1=0.639, d2=0.686 g=0.761 2/2 [==============================] - 0s 22ms/step >4, 171/693, d1=0.652, d2=0.693 g=0.765 2/2 [==============================] - 0s 18ms/step >4, 172/693, d1=0.645, d2=0.685 g=0.742 2/2 [==============================] - 0s 18ms/step >4, 173/693, d1=0.647, d2=0.688 g=0.735 2/2 [==============================] - 0s 16ms/step >4, 174/693, d1=0.624, d2=0.751 g=0.759 2/2 [==============================] - 0s 19ms/step >4, 175/693, d1=0.666, d2=0.694 g=0.746 2/2 [==============================] - 0s 20ms/step >4, 176/693, d1=0.652, d2=0.705 g=0.762 2/2 [==============================] - 0s 21ms/step >4, 177/693, d1=0.660, d2=0.685 g=0.803 2/2 [==============================] - 0s 20ms/step >4, 178/693, d1=0.662, d2=0.645 g=0.808 2/2 [==============================] - 0s 19ms/step >4, 179/693, d1=0.706, d2=0.722 g=0.799 2/2 [==============================] - 0s 19ms/step >4, 180/693, d1=0.684, d2=0.651 g=0.781 2/2 [==============================] - 0s 20ms/step >4, 181/693, d1=0.703, d2=0.702 g=0.790 2/2 [==============================] - 0s 21ms/step >4, 182/693, d1=0.690, d2=0.666 g=0.794 2/2 [==============================] - 0s 17ms/step >4, 183/693, d1=0.666, d2=0.651 g=0.805 2/2 [==============================] - 0s 17ms/step >4, 184/693, d1=0.659, d2=0.682 g=0.782 2/2 [==============================] - 0s 18ms/step >4, 185/693, d1=0.665, d2=0.675 g=0.767 2/2 [==============================] - 0s 19ms/step >4, 186/693, d1=0.640, d2=0.728 g=0.745 2/2 [==============================] - 0s 18ms/step >4, 187/693, d1=0.670, d2=0.700 g=0.767 2/2 [==============================] - 0s 18ms/step >4, 188/693, d1=0.676, d2=0.672 g=0.766 2/2 [==============================] - 0s 18ms/step >4, 189/693, d1=0.664, d2=0.663 g=0.788 2/2 [==============================] - 0s 20ms/step >4, 190/693, d1=0.697, d2=0.648 g=0.799 2/2 [==============================] - 0s 18ms/step >4, 191/693, d1=0.674, d2=0.703 g=0.767 2/2 [==============================] - 0s 17ms/step >4, 192/693, d1=0.710, d2=0.664 g=0.753 2/2 [==============================] - 0s 19ms/step >4, 193/693, d1=0.662, d2=0.661 g=0.774 2/2 [==============================] - 0s 17ms/step >4, 194/693, d1=0.702, d2=0.658 g=0.797 2/2 [==============================] - 0s 17ms/step >4, 195/693, d1=0.669, d2=0.664 g=0.782 2/2 [==============================] - 0s 17ms/step >4, 196/693, d1=0.621, d2=0.665 g=0.772 2/2 [==============================] - 0s 18ms/step >4, 197/693, d1=0.636, d2=0.705 g=0.765 2/2 [==============================] - 0s 18ms/step >4, 198/693, d1=0.655, d2=0.742 g=0.754 2/2 [==============================] - 0s 18ms/step >4, 199/693, d1=0.650, d2=0.688 g=0.762 2/2 [==============================] - 0s 21ms/step >4, 200/693, d1=0.665, d2=0.661 g=0.804 2/2 [==============================] - 0s 17ms/step >4, 201/693, d1=0.661, d2=0.662 g=0.827 2/2 [==============================] - 0s 17ms/step >4, 202/693, d1=0.691, d2=0.655 g=0.840 2/2 [==============================] - 0s 17ms/step >4, 203/693, d1=0.669, d2=0.658 g=0.800 2/2 [==============================] - 0s 18ms/step >4, 204/693, d1=0.683, d2=0.709 g=0.766 2/2 [==============================] - 0s 20ms/step >4, 205/693, d1=0.704, d2=0.669 g=0.797 2/2 [==============================] - 0s 18ms/step >4, 206/693, d1=0.674, d2=0.670 g=0.807 2/2 [==============================] - 0s 19ms/step >4, 207/693, d1=0.680, d2=0.689 g=0.784 2/2 [==============================] - 0s 18ms/step >4, 208/693, d1=0.672, d2=0.688 g=0.774 2/2 [==============================] - 0s 19ms/step >4, 209/693, d1=0.665, d2=0.665 g=0.747 2/2 [==============================] - 0s 21ms/step >4, 210/693, d1=0.639, d2=0.696 g=0.764 2/2 [==============================] - 0s 18ms/step >4, 211/693, d1=0.670, d2=0.673 g=0.766 2/2 [==============================] - 0s 18ms/step >4, 212/693, d1=0.669, d2=0.683 g=0.786 2/2 [==============================] - 0s 18ms/step >4, 213/693, d1=0.682, d2=0.668 g=0.796 2/2 [==============================] - 0s 17ms/step >4, 214/693, d1=0.683, d2=0.661 g=0.787 2/2 [==============================] - 0s 18ms/step >4, 215/693, d1=0.634, d2=0.670 g=0.812 2/2 [==============================] - 0s 18ms/step >4, 216/693, d1=0.665, d2=0.682 g=0.791 2/2 [==============================] - 0s 18ms/step >4, 217/693, d1=0.673, d2=0.671 g=0.757 2/2 [==============================] - 0s 19ms/step >4, 218/693, d1=0.667, d2=0.687 g=0.761 2/2 [==============================] - 0s 21ms/step >4, 219/693, d1=0.680, d2=0.689 g=0.797 2/2 [==============================] - 0s 18ms/step >4, 220/693, d1=0.656, d2=0.692 g=0.773 2/2 [==============================] - 0s 18ms/step >4, 221/693, d1=0.631, d2=0.685 g=0.760 2/2 [==============================] - 0s 18ms/step >4, 222/693, d1=0.629, d2=0.735 g=0.765 2/2 [==============================] - 0s 18ms/step >4, 223/693, d1=0.640, d2=0.679 g=0.794 2/2 [==============================] - 0s 18ms/step >4, 224/693, d1=0.649, d2=0.717 g=0.786 2/2 [==============================] - 0s 17ms/step >4, 225/693, d1=0.648, d2=0.705 g=0.793 2/2 [==============================] - 0s 18ms/step >4, 226/693, d1=0.685, d2=0.687 g=0.796 2/2 [==============================] - 0s 18ms/step >4, 227/693, d1=0.672, d2=0.658 g=0.810 2/2 [==============================] - 0s 18ms/step >4, 228/693, d1=0.696, d2=0.668 g=0.776 2/2 [==============================] - 0s 19ms/step >4, 229/693, d1=0.643, d2=0.667 g=0.752 2/2 [==============================] - 0s 18ms/step >4, 230/693, d1=0.639, d2=0.750 g=0.762 2/2 [==============================] - 0s 18ms/step >4, 231/693, d1=0.657, d2=0.700 g=0.760 2/2 [==============================] - 0s 18ms/step >4, 232/693, d1=0.673, d2=0.682 g=0.811 2/2 [==============================] - 0s 18ms/step >4, 233/693, d1=0.658, d2=0.678 g=0.812 2/2 [==============================] - 0s 18ms/step >4, 234/693, d1=0.665, d2=0.701 g=0.777 2/2 [==============================] - 0s 18ms/step >4, 235/693, d1=0.668, d2=0.697 g=0.772 2/2 [==============================] - 0s 17ms/step >4, 236/693, d1=0.658, d2=0.676 g=0.771 2/2 [==============================] - 0s 18ms/step >4, 237/693, d1=0.674, d2=0.673 g=0.770 2/2 [==============================] - 0s 18ms/step >4, 238/693, d1=0.671, d2=0.673 g=0.785 2/2 [==============================] - 0s 19ms/step >4, 239/693, d1=0.688, d2=0.698 g=0.785 2/2 [==============================] - 0s 19ms/step >4, 240/693, d1=0.651, d2=0.688 g=0.797 2/2 [==============================] - 0s 17ms/step >4, 241/693, d1=0.667, d2=0.682 g=0.800 2/2 [==============================] - 0s 18ms/step >4, 242/693, d1=0.681, d2=0.664 g=0.794 2/2 [==============================] - 0s 17ms/step >4, 243/693, d1=0.680, d2=0.680 g=0.781 2/2 [==============================] - 0s 17ms/step >4, 244/693, d1=0.672, d2=0.674 g=0.779 2/2 [==============================] - 0s 18ms/step >4, 245/693, d1=0.659, d2=0.656 g=0.798 2/2 [==============================] - 0s 18ms/step >4, 246/693, d1=0.662, d2=0.664 g=0.784 2/2 [==============================] - 0s 17ms/step >4, 247/693, d1=0.679, d2=0.683 g=0.782 2/2 [==============================] - 0s 17ms/step >4, 248/693, d1=0.684, d2=0.684 g=0.794 2/2 [==============================] - 0s 18ms/step >4, 249/693, d1=0.647, d2=0.672 g=0.799 2/2 [==============================] - 0s 22ms/step >4, 250/693, d1=0.672, d2=0.662 g=0.795 2/2 [==============================] - 0s 17ms/step >4, 251/693, d1=0.674, d2=0.682 g=0.783 2/2 [==============================] - 0s 18ms/step >4, 252/693, d1=0.689, d2=0.666 g=0.797 2/2 [==============================] - 0s 18ms/step >4, 253/693, d1=0.667, d2=0.680 g=0.792 2/2 [==============================] - 0s 19ms/step >4, 254/693, d1=0.655, d2=0.681 g=0.767 2/2 [==============================] - 0s 17ms/step >4, 255/693, d1=0.664, d2=0.682 g=0.795 2/2 [==============================] - 0s 18ms/step >4, 256/693, d1=0.680, d2=0.665 g=0.792 2/2 [==============================] - 0s 17ms/step >4, 257/693, d1=0.684, d2=0.681 g=0.811 2/2 [==============================] - 0s 18ms/step >4, 258/693, d1=0.684, d2=0.669 g=0.775 2/2 [==============================] - 0s 21ms/step >4, 259/693, d1=0.678, d2=0.680 g=0.776 2/2 [==============================] - 0s 21ms/step >4, 260/693, d1=0.670, d2=0.674 g=0.780 2/2 [==============================] - 0s 17ms/step >4, 261/693, d1=0.678, d2=0.675 g=0.773 2/2 [==============================] - 0s 18ms/step >4, 262/693, d1=0.654, d2=0.690 g=0.755 2/2 [==============================] - 0s 17ms/step >4, 263/693, d1=0.650, d2=0.685 g=0.782 2/2 [==============================] - 0s 18ms/step >4, 264/693, d1=0.673, d2=0.687 g=0.789 2/2 [==============================] - 0s 18ms/step >4, 265/693, d1=0.619, d2=0.661 g=0.800 2/2 [==============================] - 0s 18ms/step >4, 266/693, d1=0.657, d2=0.712 g=0.767 2/2 [==============================] - 0s 17ms/step >4, 267/693, d1=0.647, d2=0.713 g=0.785 2/2 [==============================] - 0s 19ms/step >4, 268/693, d1=0.672, d2=0.674 g=0.782 2/2 [==============================] - 0s 21ms/step >4, 269/693, d1=0.675, d2=0.681 g=0.775 2/2 [==============================] - 0s 22ms/step >4, 270/693, d1=0.633, d2=0.694 g=0.764 2/2 [==============================] - 0s 17ms/step >4, 271/693, d1=0.650, d2=0.707 g=0.738 2/2 [==============================] - 0s 19ms/step >4, 272/693, d1=0.628, d2=0.718 g=0.751 2/2 [==============================] - 0s 18ms/step >4, 273/693, d1=0.626, d2=0.697 g=0.763 2/2 [==============================] - 0s 17ms/step >4, 274/693, d1=0.641, d2=0.680 g=0.785 2/2 [==============================] - 0s 17ms/step >4, 275/693, d1=0.645, d2=0.718 g=0.797 2/2 [==============================] - 0s 17ms/step >4, 276/693, d1=0.660, d2=0.710 g=0.786 2/2 [==============================] - 0s 18ms/step >4, 277/693, d1=0.682, d2=0.681 g=0.793 2/2 [==============================] - 0s 19ms/step >4, 278/693, d1=0.718, d2=0.675 g=0.795 2/2 [==============================] - 0s 20ms/step >4, 279/693, d1=0.716, d2=0.671 g=0.820 2/2 [==============================] - 0s 22ms/step >4, 280/693, d1=0.667, d2=0.677 g=0.786 2/2 [==============================] - 0s 18ms/step >4, 281/693, d1=0.693, d2=0.688 g=0.776 2/2 [==============================] - 0s 17ms/step >4, 282/693, d1=0.673, d2=0.703 g=0.769 2/2 [==============================] - 0s 17ms/step >4, 283/693, d1=0.654, d2=0.669 g=0.781 2/2 [==============================] - 0s 17ms/step >4, 284/693, d1=0.672, d2=0.673 g=0.805 2/2 [==============================] - 0s 18ms/step >4, 285/693, d1=0.663, d2=0.692 g=0.807 2/2 [==============================] - 0s 18ms/step >4, 286/693, d1=0.660, d2=0.700 g=0.774 2/2 [==============================] - 0s 19ms/step >4, 287/693, d1=0.638, d2=0.696 g=0.765 2/2 [==============================] - 0s 20ms/step >4, 288/693, d1=0.648, d2=0.697 g=0.779 2/2 [==============================] - 0s 17ms/step >4, 289/693, d1=0.676, d2=0.695 g=0.764 2/2 [==============================] - 0s 22ms/step >4, 290/693, d1=0.671, d2=0.680 g=0.784 2/2 [==============================] - 0s 21ms/step >4, 291/693, d1=0.626, d2=0.680 g=0.789 2/2 [==============================] - 0s 18ms/step >4, 292/693, d1=0.637, d2=0.690 g=0.783 2/2 [==============================] - 0s 17ms/step >4, 293/693, d1=0.653, d2=0.656 g=0.790 2/2 [==============================] - 0s 20ms/step >4, 294/693, d1=0.682, d2=0.671 g=0.777 2/2 [==============================] - 0s 19ms/step >4, 295/693, d1=0.644, d2=0.690 g=0.790 2/2 [==============================] - 0s 22ms/step >4, 296/693, d1=0.659, d2=0.690 g=0.796 2/2 [==============================] - 0s 21ms/step >4, 297/693, d1=0.686, d2=0.668 g=0.824 2/2 [==============================] - 0s 20ms/step >4, 298/693, d1=0.688, d2=0.656 g=0.805 2/2 [==============================] - 0s 20ms/step >4, 299/693, d1=0.644, d2=0.678 g=0.812 2/2 [==============================] - 0s 19ms/step >4, 300/693, d1=0.661, d2=0.686 g=0.794 2/2 [==============================] - 0s 19ms/step >4, 301/693, d1=0.654, d2=0.662 g=0.781 2/2 [==============================] - 0s 21ms/step >4, 302/693, d1=0.685, d2=0.657 g=0.789 2/2 [==============================] - 0s 22ms/step >4, 303/693, d1=0.647, d2=0.677 g=0.817 2/2 [==============================] - 0s 17ms/step >4, 304/693, d1=0.668, d2=0.714 g=0.767 2/2 [==============================] - 0s 17ms/step >4, 305/693, d1=0.680, d2=0.681 g=0.778 2/2 [==============================] - 0s 21ms/step >4, 306/693, d1=0.686, d2=0.680 g=0.800 2/2 [==============================] - 0s 19ms/step >4, 307/693, d1=0.652, d2=0.672 g=0.803 2/2 [==============================] - 0s 19ms/step >4, 308/693, d1=0.692, d2=0.647 g=0.797 2/2 [==============================] - 0s 22ms/step >4, 309/693, d1=0.695, d2=0.651 g=0.792 2/2 [==============================] - 0s 17ms/step >4, 310/693, d1=0.662, d2=0.696 g=0.775 2/2 [==============================] - 0s 18ms/step >4, 311/693, d1=0.662, d2=0.714 g=0.765 2/2 [==============================] - 0s 19ms/step >4, 312/693, d1=0.653, d2=0.705 g=0.777 2/2 [==============================] - 0s 17ms/step >4, 313/693, d1=0.648, d2=0.653 g=0.798 2/2 [==============================] - 0s 17ms/step >4, 314/693, d1=0.676, d2=0.683 g=0.756 2/2 [==============================] - 0s 18ms/step >4, 315/693, d1=0.620, d2=0.718 g=0.792 2/2 [==============================] - 0s 17ms/step >4, 316/693, d1=0.652, d2=0.707 g=0.785 2/2 [==============================] - 0s 18ms/step >4, 317/693, d1=0.681, d2=0.688 g=0.770 2/2 [==============================] - 0s 20ms/step >4, 318/693, d1=0.679, d2=0.673 g=0.785 2/2 [==============================] - 0s 22ms/step >4, 319/693, d1=0.671, d2=0.644 g=0.833 2/2 [==============================] - 0s 17ms/step >4, 320/693, d1=0.676, d2=0.637 g=0.849 2/2 [==============================] - 0s 18ms/step >4, 321/693, d1=0.680, d2=0.644 g=0.816 2/2 [==============================] - 0s 18ms/step >4, 322/693, d1=0.688, d2=0.689 g=0.820 2/2 [==============================] - 0s 17ms/step >4, 323/693, d1=0.706, d2=0.668 g=0.793 2/2 [==============================] - 0s 18ms/step >4, 324/693, d1=0.701, d2=0.668 g=0.815 2/2 [==============================] - 0s 17ms/step >4, 325/693, d1=0.683, d2=0.679 g=0.790 2/2 [==============================] - 0s 18ms/step >4, 326/693, d1=0.669, d2=0.659 g=0.810 2/2 [==============================] - 0s 19ms/step >4, 327/693, d1=0.669, d2=0.661 g=0.771 2/2 [==============================] - 0s 20ms/step >4, 328/693, d1=0.673, d2=0.691 g=0.761 2/2 [==============================] - 0s 19ms/step >4, 329/693, d1=0.680, d2=0.734 g=0.731 2/2 [==============================] - 0s 18ms/step >4, 330/693, d1=0.616, d2=0.736 g=0.758 2/2 [==============================] - 0s 17ms/step >4, 331/693, d1=0.641, d2=0.689 g=0.805 2/2 [==============================] - 0s 16ms/step >4, 332/693, d1=0.653, d2=0.672 g=0.789 2/2 [==============================] - 0s 18ms/step >4, 333/693, d1=0.631, d2=0.695 g=0.792 2/2 [==============================] - 0s 17ms/step >4, 334/693, d1=0.658, d2=0.718 g=0.786 2/2 [==============================] - 0s 17ms/step >4, 335/693, d1=0.658, d2=0.663 g=0.802 2/2 [==============================] - 0s 18ms/step >4, 336/693, d1=0.650, d2=0.676 g=0.788 2/2 [==============================] - 0s 17ms/step >4, 337/693, d1=0.670, d2=0.662 g=0.829 2/2 [==============================] - 0s 19ms/step >4, 338/693, d1=0.640, d2=0.687 g=0.792 2/2 [==============================] - 0s 20ms/step >4, 339/693, d1=0.657, d2=0.710 g=0.791 2/2 [==============================] - 0s 18ms/step >4, 340/693, d1=0.694, d2=0.712 g=0.777 2/2 [==============================] - 0s 17ms/step >4, 341/693, d1=0.661, d2=0.668 g=0.813 2/2 [==============================] - 0s 18ms/step >4, 342/693, d1=0.678, d2=0.648 g=0.817 2/2 [==============================] - 0s 18ms/step >4, 343/693, d1=0.654, d2=0.648 g=0.858 2/2 [==============================] - 0s 18ms/step >4, 344/693, d1=0.645, d2=0.698 g=0.793 2/2 [==============================] - 0s 17ms/step >4, 345/693, d1=0.650, d2=0.705 g=0.794 2/2 [==============================] - 0s 18ms/step >4, 346/693, d1=0.691, d2=0.697 g=0.787 2/2 [==============================] - 0s 17ms/step >4, 347/693, d1=0.681, d2=0.665 g=0.810 2/2 [==============================] - 0s 20ms/step >4, 348/693, d1=0.646, d2=0.687 g=0.839 2/2 [==============================] - 0s 20ms/step >4, 349/693, d1=0.637, d2=0.659 g=0.821 2/2 [==============================] - 0s 17ms/step >4, 350/693, d1=0.665, d2=0.694 g=0.745 2/2 [==============================] - 0s 20ms/step >4, 351/693, d1=0.654, d2=0.710 g=0.736 2/2 [==============================] - 0s 18ms/step >4, 352/693, d1=0.633, d2=0.709 g=0.769 2/2 [==============================] - 0s 18ms/step >4, 353/693, d1=0.643, d2=0.674 g=0.797 2/2 [==============================] - 0s 18ms/step >4, 354/693, d1=0.659, d2=0.647 g=0.825 2/2 [==============================] - 0s 17ms/step >4, 355/693, d1=0.649, d2=0.667 g=0.842 2/2 [==============================] - 0s 17ms/step >4, 356/693, d1=0.669, d2=0.742 g=0.762 2/2 [==============================] - 0s 19ms/step >4, 357/693, d1=0.676, d2=0.778 g=0.789 2/2 [==============================] - 0s 19ms/step >4, 358/693, d1=0.648, d2=0.642 g=0.836 2/2 [==============================] - 0s 20ms/step >4, 359/693, d1=0.714, d2=0.642 g=0.857 2/2 [==============================] - 0s 18ms/step >4, 360/693, d1=0.623, d2=0.653 g=0.864 2/2 [==============================] - 0s 17ms/step >4, 361/693, d1=0.666, d2=0.680 g=0.788 2/2 [==============================] - 0s 18ms/step >4, 362/693, d1=0.654, d2=0.720 g=0.796 2/2 [==============================] - 0s 18ms/step >4, 363/693, d1=0.684, d2=0.690 g=0.778 2/2 [==============================] - 0s 19ms/step >4, 364/693, d1=0.681, d2=0.693 g=0.821 2/2 [==============================] - 0s 17ms/step >4, 365/693, d1=0.659, d2=0.654 g=0.825 2/2 [==============================] - 0s 17ms/step >4, 366/693, d1=0.692, d2=0.672 g=0.877 2/2 [==============================] - 0s 17ms/step >4, 367/693, d1=0.633, d2=0.660 g=0.870 2/2 [==============================] - 0s 19ms/step >4, 368/693, d1=0.687, d2=0.687 g=0.842 2/2 [==============================] - 0s 19ms/step >4, 369/693, d1=0.703, d2=0.681 g=0.802 2/2 [==============================] - 0s 17ms/step >4, 370/693, d1=0.759, d2=0.633 g=0.853 2/2 [==============================] - 0s 19ms/step >4, 371/693, d1=0.694, d2=0.641 g=0.830 2/2 [==============================] - 0s 18ms/step >4, 372/693, d1=0.668, d2=0.677 g=0.826 2/2 [==============================] - 0s 18ms/step >4, 373/693, d1=0.703, d2=0.662 g=0.777 2/2 [==============================] - 0s 20ms/step >4, 374/693, d1=0.663, d2=0.680 g=0.763 2/2 [==============================] - 0s 19ms/step >4, 375/693, d1=0.657, d2=0.694 g=0.785 2/2 [==============================] - 0s 19ms/step >4, 376/693, d1=0.635, d2=0.678 g=0.826 2/2 [==============================] - 0s 19ms/step >4, 377/693, d1=0.690, d2=0.651 g=0.848 2/2 [==============================] - 0s 18ms/step >4, 378/693, d1=0.670, d2=0.667 g=0.818 2/2 [==============================] - 0s 20ms/step >4, 379/693, d1=0.674, d2=0.651 g=0.806 2/2 [==============================] - 0s 21ms/step >4, 380/693, d1=0.690, d2=0.725 g=0.790 2/2 [==============================] - 0s 18ms/step >4, 381/693, d1=0.680, d2=0.667 g=0.807 2/2 [==============================] - 0s 17ms/step >4, 382/693, d1=0.675, d2=0.676 g=0.831 2/2 [==============================] - 0s 18ms/step >4, 383/693, d1=0.671, d2=0.672 g=0.812 2/2 [==============================] - 0s 18ms/step >4, 384/693, d1=0.645, d2=0.656 g=0.794 2/2 [==============================] - 0s 16ms/step >4, 385/693, d1=0.683, d2=0.690 g=0.782 2/2 [==============================] - 0s 18ms/step >4, 386/693, d1=0.679, d2=0.724 g=0.771 2/2 [==============================] - 0s 18ms/step >4, 387/693, d1=0.639, d2=0.706 g=0.766 2/2 [==============================] - 0s 18ms/step >4, 388/693, d1=0.629, d2=0.688 g=0.814 2/2 [==============================] - 0s 20ms/step >4, 389/693, d1=0.644, d2=0.661 g=0.796 2/2 [==============================] - 0s 20ms/step >4, 390/693, d1=0.632, d2=0.657 g=0.799 2/2 [==============================] - 0s 18ms/step >4, 391/693, d1=0.618, d2=0.730 g=0.806 2/2 [==============================] - 0s 18ms/step >4, 392/693, d1=0.692, d2=0.734 g=0.785 2/2 [==============================] - 0s 18ms/step >4, 393/693, d1=0.709, d2=0.668 g=0.839 2/2 [==============================] - 0s 19ms/step >4, 394/693, d1=0.704, d2=0.634 g=0.820 2/2 [==============================] - 0s 17ms/step >4, 395/693, d1=0.672, d2=0.651 g=0.807 2/2 [==============================] - 0s 20ms/step >4, 396/693, d1=0.664, d2=0.660 g=0.793 2/2 [==============================] - 0s 18ms/step >4, 397/693, d1=0.689, d2=0.648 g=0.788 2/2 [==============================] - 0s 22ms/step >4, 398/693, d1=0.644, d2=0.657 g=0.798 2/2 [==============================] - 0s 20ms/step >4, 399/693, d1=0.684, d2=0.670 g=0.785 2/2 [==============================] - 0s 17ms/step >4, 400/693, d1=0.687, d2=0.676 g=0.791 2/2 [==============================] - 0s 19ms/step >4, 401/693, d1=0.676, d2=0.635 g=0.863 2/2 [==============================] - 0s 17ms/step >4, 402/693, d1=0.675, d2=0.639 g=0.854 2/2 [==============================] - 0s 18ms/step >4, 403/693, d1=0.682, d2=0.678 g=0.828 2/2 [==============================] - 0s 18ms/step >4, 404/693, d1=0.695, d2=0.670 g=0.774 2/2 [==============================] - 0s 20ms/step >4, 405/693, d1=0.703, d2=0.663 g=0.794 2/2 [==============================] - 0s 22ms/step >4, 406/693, d1=0.657, d2=0.656 g=0.784 2/2 [==============================] - 0s 21ms/step >4, 407/693, d1=0.615, d2=0.709 g=0.805 2/2 [==============================] - 0s 19ms/step >4, 408/693, d1=0.657, d2=0.693 g=0.765 2/2 [==============================] - 0s 19ms/step >4, 409/693, d1=0.660, d2=0.706 g=0.769 2/2 [==============================] - 0s 22ms/step >4, 410/693, d1=0.628, d2=0.707 g=0.748 2/2 [==============================] - 0s 18ms/step >4, 411/693, d1=0.635, d2=0.711 g=0.751 2/2 [==============================] - 0s 18ms/step >4, 412/693, d1=0.627, d2=0.689 g=0.797 2/2 [==============================] - 0s 20ms/step >4, 413/693, d1=0.610, d2=0.697 g=0.819 2/2 [==============================] - 0s 19ms/step >4, 414/693, d1=0.681, d2=0.719 g=0.788 2/2 [==============================] - 0s 22ms/step >4, 415/693, d1=0.646, d2=0.665 g=0.816 2/2 [==============================] - 0s 20ms/step >4, 416/693, d1=0.675, d2=0.667 g=0.826 2/2 [==============================] - 0s 22ms/step >4, 417/693, d1=0.690, d2=0.655 g=0.806 2/2 [==============================] - 0s 20ms/step >4, 418/693, d1=0.672, d2=0.687 g=0.776 2/2 [==============================] - 0s 20ms/step >4, 419/693, d1=0.662, d2=0.687 g=0.781 2/2 [==============================] - 0s 18ms/step >4, 420/693, d1=0.686, d2=0.697 g=0.786 2/2 [==============================] - 0s 19ms/step >4, 421/693, d1=0.667, d2=0.663 g=0.805 2/2 [==============================] - 0s 17ms/step >4, 422/693, d1=0.653, d2=0.634 g=0.789 2/2 [==============================] - 0s 17ms/step >4, 423/693, d1=0.641, d2=0.672 g=0.812 2/2 [==============================] - 0s 18ms/step >4, 424/693, d1=0.666, d2=0.723 g=0.784 2/2 [==============================] - 0s 17ms/step >4, 425/693, d1=0.671, d2=0.662 g=0.812 2/2 [==============================] - 0s 17ms/step >4, 426/693, d1=0.691, d2=0.639 g=0.819 2/2 [==============================] - 0s 20ms/step >4, 427/693, d1=0.662, d2=0.646 g=0.817 2/2 [==============================] - 0s 22ms/step >4, 428/693, d1=0.653, d2=0.638 g=0.784 2/2 [==============================] - 0s 18ms/step >4, 429/693, d1=0.652, d2=0.682 g=0.772 2/2 [==============================] - 0s 19ms/step >4, 430/693, d1=0.672, d2=0.714 g=0.777 2/2 [==============================] - 0s 20ms/step >4, 431/693, d1=0.676, d2=0.689 g=0.805 2/2 [==============================] - 0s 16ms/step >4, 432/693, d1=0.659, d2=0.653 g=0.814 2/2 [==============================] - 0s 17ms/step >4, 433/693, d1=0.643, d2=0.654 g=0.815 2/2 [==============================] - 0s 19ms/step >4, 434/693, d1=0.697, d2=0.692 g=0.794 2/2 [==============================] - 0s 19ms/step >4, 435/693, d1=0.674, d2=0.713 g=0.806 2/2 [==============================] - 0s 17ms/step >4, 436/693, d1=0.727, d2=0.634 g=0.829 2/2 [==============================] - 0s 18ms/step >4, 437/693, d1=0.692, d2=0.633 g=0.861 2/2 [==============================] - 0s 20ms/step >4, 438/693, d1=0.739, d2=0.657 g=0.813 2/2 [==============================] - 0s 19ms/step >4, 439/693, d1=0.677, d2=0.687 g=0.760 2/2 [==============================] - 0s 19ms/step >4, 440/693, d1=0.689, d2=0.711 g=0.779 2/2 [==============================] - 0s 20ms/step >4, 441/693, d1=0.663, d2=0.686 g=0.785 2/2 [==============================] - 0s 20ms/step >4, 442/693, d1=0.640, d2=0.671 g=0.795 2/2 [==============================] - 0s 18ms/step >4, 443/693, d1=0.666, d2=0.661 g=0.784 2/2 [==============================] - 0s 18ms/step >4, 444/693, d1=0.662, d2=0.743 g=0.756 2/2 [==============================] - 0s 18ms/step >4, 445/693, d1=0.695, d2=0.716 g=0.774 2/2 [==============================] - 0s 18ms/step >4, 446/693, d1=0.686, d2=0.686 g=0.777 2/2 [==============================] - 0s 17ms/step >4, 447/693, d1=0.663, d2=0.684 g=0.801 2/2 [==============================] - 0s 21ms/step >4, 448/693, d1=0.683, d2=0.673 g=0.771 2/2 [==============================] - 0s 17ms/step >4, 449/693, d1=0.643, d2=0.738 g=0.768 2/2 [==============================] - 0s 21ms/step >4, 450/693, d1=0.670, d2=0.699 g=0.753 2/2 [==============================] - 0s 19ms/step >4, 451/693, d1=0.687, d2=0.686 g=0.777 2/2 [==============================] - 0s 18ms/step >4, 452/693, d1=0.655, d2=0.660 g=0.792 2/2 [==============================] - 0s 18ms/step >4, 453/693, d1=0.690, d2=0.674 g=0.817 2/2 [==============================] - 0s 19ms/step >4, 454/693, d1=0.686, d2=0.677 g=0.812 2/2 [==============================] - 0s 19ms/step >4, 455/693, d1=0.675, d2=0.682 g=0.810 2/2 [==============================] - 0s 19ms/step >4, 456/693, d1=0.682, d2=0.667 g=0.779 2/2 [==============================] - 0s 20ms/step >4, 457/693, d1=0.654, d2=0.672 g=0.809 2/2 [==============================] - 0s 18ms/step >4, 458/693, d1=0.670, d2=0.646 g=0.804 2/2 [==============================] - 0s 17ms/step >4, 459/693, d1=0.654, d2=0.662 g=0.807 2/2 [==============================] - 0s 20ms/step >4, 460/693, d1=0.664, d2=0.651 g=0.769 2/2 [==============================] - 0s 19ms/step >4, 461/693, d1=0.662, d2=0.692 g=0.755 2/2 [==============================] - 0s 19ms/step >4, 462/693, d1=0.639, d2=0.727 g=0.768 2/2 [==============================] - 0s 18ms/step >4, 463/693, d1=0.647, d2=0.695 g=0.790 2/2 [==============================] - 0s 20ms/step >4, 464/693, d1=0.649, d2=0.696 g=0.792 2/2 [==============================] - 0s 19ms/step >4, 465/693, d1=0.663, d2=0.663 g=0.805 2/2 [==============================] - 0s 17ms/step >4, 466/693, d1=0.659, d2=0.655 g=0.832 2/2 [==============================] - 0s 19ms/step >4, 467/693, d1=0.682, d2=0.682 g=0.770 2/2 [==============================] - 0s 17ms/step >4, 468/693, d1=0.671, d2=0.690 g=0.793 2/2 [==============================] - 0s 18ms/step >4, 469/693, d1=0.682, d2=0.706 g=0.802 2/2 [==============================] - 0s 17ms/step >4, 470/693, d1=0.682, d2=0.704 g=0.809 2/2 [==============================] - 0s 17ms/step >4, 471/693, d1=0.653, d2=0.652 g=0.822 2/2 [==============================] - 0s 19ms/step >4, 472/693, d1=0.661, d2=0.680 g=0.798 2/2 [==============================] - 0s 17ms/step >4, 473/693, d1=0.676, d2=0.680 g=0.783 2/2 [==============================] - 0s 17ms/step >4, 474/693, d1=0.671, d2=0.718 g=0.779 2/2 [==============================] - 0s 18ms/step >4, 475/693, d1=0.669, d2=0.681 g=0.808 2/2 [==============================] - 0s 20ms/step >4, 476/693, d1=0.665, d2=0.688 g=0.808 2/2 [==============================] - 0s 19ms/step >4, 477/693, d1=0.677, d2=0.681 g=0.823 2/2 [==============================] - 0s 18ms/step >4, 478/693, d1=0.684, d2=0.653 g=0.813 2/2 [==============================] - 0s 17ms/step >4, 479/693, d1=0.681, d2=0.656 g=0.777 2/2 [==============================] - 0s 18ms/step >4, 480/693, d1=0.650, d2=0.687 g=0.760 2/2 [==============================] - 0s 17ms/step >4, 481/693, d1=0.653, d2=0.700 g=0.817 2/2 [==============================] - 0s 18ms/step >4, 482/693, d1=0.640, d2=0.697 g=0.789 2/2 [==============================] - 0s 17ms/step >4, 483/693, d1=0.667, d2=0.663 g=0.809 2/2 [==============================] - 0s 18ms/step >4, 484/693, d1=0.666, d2=0.646 g=0.824 2/2 [==============================] - 0s 17ms/step >4, 485/693, d1=0.699, d2=0.662 g=0.797 2/2 [==============================] - 0s 20ms/step >4, 486/693, d1=0.643, d2=0.657 g=0.800 2/2 [==============================] - 0s 20ms/step >4, 487/693, d1=0.661, d2=0.681 g=0.811 2/2 [==============================] - 0s 16ms/step >4, 488/693, d1=0.724, d2=0.661 g=0.798 2/2 [==============================] - 0s 18ms/step >4, 489/693, d1=0.669, d2=0.679 g=0.787 2/2 [==============================] - 0s 18ms/step >4, 490/693, d1=0.666, d2=0.677 g=0.783 2/2 [==============================] - 0s 17ms/step >4, 491/693, d1=0.647, d2=0.691 g=0.796 2/2 [==============================] - 0s 17ms/step >4, 492/693, d1=0.695, d2=0.686 g=0.808 2/2 [==============================] - 0s 18ms/step >4, 493/693, d1=0.679, d2=0.665 g=0.814 2/2 [==============================] - 0s 18ms/step >4, 494/693, d1=0.703, d2=0.669 g=0.786 2/2 [==============================] - 0s 17ms/step >4, 495/693, d1=0.687, d2=0.658 g=0.799 2/2 [==============================] - 0s 18ms/step >4, 496/693, d1=0.658, d2=0.669 g=0.796 2/2 [==============================] - 0s 21ms/step >4, 497/693, d1=0.664, d2=0.678 g=0.807 2/2 [==============================] - 0s 20ms/step >4, 498/693, d1=0.687, d2=0.675 g=0.780 2/2 [==============================] - 0s 19ms/step >4, 499/693, d1=0.623, d2=0.695 g=0.792 2/2 [==============================] - 0s 18ms/step >4, 500/693, d1=0.686, d2=0.681 g=0.780 2/2 [==============================] - 0s 17ms/step >4, 501/693, d1=0.673, d2=0.690 g=0.773 2/2 [==============================] - 0s 17ms/step >4, 502/693, d1=0.676, d2=0.671 g=0.760 2/2 [==============================] - 0s 20ms/step >4, 503/693, d1=0.647, d2=0.675 g=0.762 2/2 [==============================] - 0s 17ms/step >4, 504/693, d1=0.637, d2=0.725 g=0.756 2/2 [==============================] - 0s 18ms/step >4, 505/693, d1=0.651, d2=0.721 g=0.757 2/2 [==============================] - 0s 19ms/step >4, 506/693, d1=0.644, d2=0.664 g=0.789 2/2 [==============================] - 0s 21ms/step >4, 507/693, d1=0.666, d2=0.709 g=0.781 2/2 [==============================] - 0s 18ms/step >4, 508/693, d1=0.686, d2=0.686 g=0.753 2/2 [==============================] - 0s 19ms/step >4, 509/693, d1=0.628, d2=0.701 g=0.795 2/2 [==============================] - 0s 18ms/step >4, 510/693, d1=0.628, d2=0.679 g=0.799 2/2 [==============================] - 0s 17ms/step >4, 511/693, d1=0.650, d2=0.688 g=0.797 2/2 [==============================] - 0s 18ms/step >4, 512/693, d1=0.675, d2=0.743 g=0.793 2/2 [==============================] - 0s 18ms/step >4, 513/693, d1=0.653, d2=0.700 g=0.829 2/2 [==============================] - 0s 17ms/step >4, 514/693, d1=0.681, d2=0.627 g=0.847 2/2 [==============================] - 0s 22ms/step >4, 515/693, d1=0.705, d2=0.652 g=0.787 2/2 [==============================] - 0s 20ms/step >4, 516/693, d1=0.656, d2=0.718 g=0.782 2/2 [==============================] - 0s 22ms/step >4, 517/693, d1=0.656, d2=0.677 g=0.770 2/2 [==============================] - 0s 16ms/step >4, 518/693, d1=0.649, d2=0.681 g=0.771 2/2 [==============================] - 0s 18ms/step >4, 519/693, d1=0.651, d2=0.685 g=0.804 2/2 [==============================] - 0s 21ms/step >4, 520/693, d1=0.655, d2=0.674 g=0.813 2/2 [==============================] - 0s 18ms/step >4, 521/693, d1=0.687, d2=0.685 g=0.812 2/2 [==============================] - 0s 17ms/step >4, 522/693, d1=0.640, d2=0.651 g=0.832 2/2 [==============================] - 0s 19ms/step >4, 523/693, d1=0.662, d2=0.659 g=0.828 2/2 [==============================] - 0s 21ms/step >4, 524/693, d1=0.713, d2=0.647 g=0.844 2/2 [==============================] - 0s 21ms/step >4, 525/693, d1=0.715, d2=0.666 g=0.832 2/2 [==============================] - 0s 19ms/step >4, 526/693, d1=0.699, d2=0.651 g=0.821 2/2 [==============================] - 0s 20ms/step >4, 527/693, d1=0.714, d2=0.628 g=0.802 2/2 [==============================] - 0s 20ms/step >4, 528/693, d1=0.654, d2=0.674 g=0.817 2/2 [==============================] - 0s 19ms/step >4, 529/693, d1=0.652, d2=0.693 g=0.787 2/2 [==============================] - 0s 20ms/step >4, 530/693, d1=0.675, d2=0.664 g=0.784 2/2 [==============================] - 0s 21ms/step >4, 531/693, d1=0.683, d2=0.648 g=0.774 2/2 [==============================] - 0s 20ms/step >4, 532/693, d1=0.682, d2=0.686 g=0.770 2/2 [==============================] - 0s 18ms/step >4, 533/693, d1=0.676, d2=0.693 g=0.784 2/2 [==============================] - 0s 21ms/step >4, 534/693, d1=0.657, d2=0.671 g=0.778 2/2 [==============================] - 0s 20ms/step >4, 535/693, d1=0.658, d2=0.731 g=0.785 2/2 [==============================] - 0s 19ms/step >4, 536/693, d1=0.670, d2=0.704 g=0.795 2/2 [==============================] - 0s 17ms/step >4, 537/693, d1=0.648, d2=0.692 g=0.775 2/2 [==============================] - 0s 19ms/step >4, 538/693, d1=0.655, d2=0.670 g=0.791 2/2 [==============================] - 0s 20ms/step >4, 539/693, d1=0.634, d2=0.709 g=0.788 2/2 [==============================] - 0s 19ms/step >4, 540/693, d1=0.672, d2=0.669 g=0.773 2/2 [==============================] - 0s 19ms/step >4, 541/693, d1=0.659, d2=0.690 g=0.769 2/2 [==============================] - 0s 21ms/step >4, 542/693, d1=0.677, d2=0.691 g=0.772 2/2 [==============================] - 0s 18ms/step >4, 543/693, d1=0.655, d2=0.675 g=0.781 2/2 [==============================] - 0s 18ms/step >4, 544/693, d1=0.668, d2=0.675 g=0.766 2/2 [==============================] - 0s 21ms/step >4, 545/693, d1=0.670, d2=0.680 g=0.796 2/2 [==============================] - 0s 19ms/step >4, 546/693, d1=0.671, d2=0.688 g=0.806 2/2 [==============================] - 0s 20ms/step >4, 547/693, d1=0.633, d2=0.653 g=0.813 2/2 [==============================] - 0s 17ms/step >4, 548/693, d1=0.660, d2=0.696 g=0.803 2/2 [==============================] - 0s 17ms/step >4, 549/693, d1=0.684, d2=0.666 g=0.774 2/2 [==============================] - 0s 18ms/step >4, 550/693, d1=0.659, d2=0.672 g=0.794 2/2 [==============================] - 0s 18ms/step >4, 551/693, d1=0.645, d2=0.686 g=0.820 2/2 [==============================] - 0s 19ms/step >4, 552/693, d1=0.663, d2=0.705 g=0.818 2/2 [==============================] - 0s 19ms/step >4, 553/693, d1=0.730, d2=0.680 g=0.830 2/2 [==============================] - 0s 19ms/step >4, 554/693, d1=0.685, d2=0.696 g=0.813 2/2 [==============================] - 0s 21ms/step >4, 555/693, d1=0.664, d2=0.651 g=0.800 2/2 [==============================] - 0s 20ms/step >4, 556/693, d1=0.681, d2=0.705 g=0.804 2/2 [==============================] - 0s 18ms/step >4, 557/693, d1=0.671, d2=0.672 g=0.813 2/2 [==============================] - 0s 18ms/step >4, 558/693, d1=0.673, d2=0.682 g=0.801 2/2 [==============================] - 0s 18ms/step >4, 559/693, d1=0.690, d2=0.690 g=0.800 2/2 [==============================] - 0s 17ms/step >4, 560/693, d1=0.673, d2=0.678 g=0.817 2/2 [==============================] - 0s 20ms/step >4, 561/693, d1=0.701, d2=0.651 g=0.806 2/2 [==============================] - 0s 18ms/step >4, 562/693, d1=0.688, d2=0.676 g=0.792 2/2 [==============================] - 0s 18ms/step >4, 563/693, d1=0.636, d2=0.698 g=0.793 2/2 [==============================] - 0s 18ms/step >4, 564/693, d1=0.662, d2=0.665 g=0.787 2/2 [==============================] - 0s 20ms/step >4, 565/693, d1=0.706, d2=0.653 g=0.783 2/2 [==============================] - 0s 20ms/step >4, 566/693, d1=0.651, d2=0.694 g=0.760 2/2 [==============================] - 0s 19ms/step >4, 567/693, d1=0.648, d2=0.690 g=0.770 2/2 [==============================] - 0s 18ms/step >4, 568/693, d1=0.634, d2=0.699 g=0.786 2/2 [==============================] - 0s 19ms/step >4, 569/693, d1=0.636, d2=0.681 g=0.779 2/2 [==============================] - 0s 18ms/step >4, 570/693, d1=0.663, d2=0.678 g=0.789 2/2 [==============================] - 0s 17ms/step >4, 571/693, d1=0.682, d2=0.668 g=0.783 2/2 [==============================] - 0s 17ms/step >4, 572/693, d1=0.622, d2=0.688 g=0.759 2/2 [==============================] - 0s 17ms/step >4, 573/693, d1=0.626, d2=0.705 g=0.759 2/2 [==============================] - 0s 18ms/step >4, 574/693, d1=0.663, d2=0.694 g=0.782 2/2 [==============================] - 0s 19ms/step >4, 575/693, d1=0.656, d2=0.707 g=0.793 2/2 [==============================] - 0s 18ms/step >4, 576/693, d1=0.649, d2=0.679 g=0.789 2/2 [==============================] - 0s 17ms/step >4, 577/693, d1=0.676, d2=0.709 g=0.820 2/2 [==============================] - 0s 17ms/step >4, 578/693, d1=0.685, d2=0.663 g=0.803 2/2 [==============================] - 0s 17ms/step >4, 579/693, d1=0.655, d2=0.686 g=0.818 2/2 [==============================] - 0s 19ms/step >4, 580/693, d1=0.648, d2=0.651 g=0.775 2/2 [==============================] - 0s 17ms/step >4, 581/693, d1=0.664, d2=0.695 g=0.833 2/2 [==============================] - 0s 18ms/step >4, 582/693, d1=0.653, d2=0.688 g=0.823 2/2 [==============================] - 0s 18ms/step >4, 583/693, d1=0.691, d2=0.656 g=0.803 2/2 [==============================] - 0s 18ms/step >4, 584/693, d1=0.687, d2=0.671 g=0.786 2/2 [==============================] - 0s 19ms/step >4, 585/693, d1=0.662, d2=0.681 g=0.778 2/2 [==============================] - 0s 18ms/step >4, 586/693, d1=0.635, d2=0.692 g=0.800 2/2 [==============================] - 0s 21ms/step >4, 587/693, d1=0.642, d2=0.642 g=0.838 2/2 [==============================] - 0s 16ms/step >4, 588/693, d1=0.713, d2=0.647 g=0.803 2/2 [==============================] - 0s 17ms/step >4, 589/693, d1=0.683, d2=0.696 g=0.801 2/2 [==============================] - 0s 17ms/step >4, 590/693, d1=0.657, d2=0.686 g=0.812 2/2 [==============================] - 0s 16ms/step >4, 591/693, d1=0.647, d2=0.658 g=0.788 2/2 [==============================] - 0s 17ms/step >4, 592/693, d1=0.661, d2=0.693 g=0.799 2/2 [==============================] - 0s 18ms/step >4, 593/693, d1=0.682, d2=0.669 g=0.793 2/2 [==============================] - 0s 17ms/step >4, 594/693, d1=0.684, d2=0.655 g=0.803 2/2 [==============================] - 0s 20ms/step >4, 595/693, d1=0.689, d2=0.670 g=0.785 2/2 [==============================] - 0s 18ms/step >4, 596/693, d1=0.702, d2=0.644 g=0.811 2/2 [==============================] - 0s 18ms/step >4, 597/693, d1=0.725, d2=0.683 g=0.813 2/2 [==============================] - 0s 18ms/step >4, 598/693, d1=0.654, d2=0.666 g=0.836 2/2 [==============================] - 0s 17ms/step >4, 599/693, d1=0.690, d2=0.685 g=0.804 2/2 [==============================] - 0s 18ms/step >4, 600/693, d1=0.679, d2=0.680 g=0.830 2/2 [==============================] - 0s 17ms/step >4, 601/693, d1=0.710, d2=0.651 g=0.802 2/2 [==============================] - 0s 17ms/step >4, 602/693, d1=0.669, d2=0.669 g=0.764 2/2 [==============================] - 0s 18ms/step >4, 603/693, d1=0.655, d2=0.688 g=0.757 2/2 [==============================] - 0s 18ms/step >4, 604/693, d1=0.648, d2=0.699 g=0.783 2/2 [==============================] - 0s 20ms/step >4, 605/693, d1=0.669, d2=0.668 g=0.769 2/2 [==============================] - 0s 18ms/step >4, 606/693, d1=0.670, d2=0.702 g=0.793 2/2 [==============================] - 0s 18ms/step >4, 607/693, d1=0.674, d2=0.670 g=0.816 2/2 [==============================] - 0s 18ms/step >4, 608/693, d1=0.681, d2=0.652 g=0.827 2/2 [==============================] - 0s 17ms/step >4, 609/693, d1=0.667, d2=0.703 g=0.804 2/2 [==============================] - 0s 18ms/step >4, 610/693, d1=0.679, d2=0.693 g=0.775 2/2 [==============================] - 0s 18ms/step >4, 611/693, d1=0.706, d2=0.675 g=0.806 2/2 [==============================] - 0s 18ms/step >4, 612/693, d1=0.652, d2=0.655 g=0.814 2/2 [==============================] - 0s 20ms/step >4, 613/693, d1=0.676, d2=0.673 g=0.807 2/2 [==============================] - 0s 17ms/step >4, 614/693, d1=0.632, d2=0.700 g=0.750 2/2 [==============================] - 0s 20ms/step >4, 615/693, d1=0.621, d2=0.701 g=0.757 2/2 [==============================] - 0s 19ms/step >4, 616/693, d1=0.659, d2=0.694 g=0.792 2/2 [==============================] - 0s 22ms/step >4, 617/693, d1=0.653, d2=0.695 g=0.798 2/2 [==============================] - 0s 17ms/step >4, 618/693, d1=0.621, d2=0.696 g=0.847 2/2 [==============================] - 0s 17ms/step >4, 619/693, d1=0.630, d2=0.651 g=0.798 2/2 [==============================] - 0s 17ms/step >4, 620/693, d1=0.674, d2=0.683 g=0.771 2/2 [==============================] - 0s 19ms/step >4, 621/693, d1=0.652, d2=0.710 g=0.799 2/2 [==============================] - 0s 17ms/step >4, 622/693, d1=0.650, d2=0.659 g=0.821 2/2 [==============================] - 0s 17ms/step >4, 623/693, d1=0.662, d2=0.652 g=0.826 2/2 [==============================] - 0s 19ms/step >4, 624/693, d1=0.643, d2=0.678 g=0.822 2/2 [==============================] - 0s 19ms/step >4, 625/693, d1=0.649, d2=0.655 g=0.824 2/2 [==============================] - 0s 21ms/step >4, 626/693, d1=0.715, d2=0.655 g=0.842 2/2 [==============================] - 0s 17ms/step >4, 627/693, d1=0.690, d2=0.640 g=0.834 2/2 [==============================] - 0s 19ms/step >4, 628/693, d1=0.703, d2=0.678 g=0.781 2/2 [==============================] - 0s 17ms/step >4, 629/693, d1=0.676, d2=0.709 g=0.773 2/2 [==============================] - 0s 17ms/step >4, 630/693, d1=0.677, d2=0.670 g=0.817 2/2 [==============================] - 0s 19ms/step >4, 631/693, d1=0.679, d2=0.645 g=0.809 2/2 [==============================] - 0s 17ms/step >4, 632/693, d1=0.659, d2=0.671 g=0.803 2/2 [==============================] - 0s 18ms/step >4, 633/693, d1=0.658, d2=0.678 g=0.794 2/2 [==============================] - 0s 17ms/step >4, 634/693, d1=0.662, d2=0.702 g=0.786 2/2 [==============================] - 0s 17ms/step >4, 635/693, d1=0.646, d2=0.668 g=0.824 2/2 [==============================] - 0s 20ms/step >4, 636/693, d1=0.647, d2=0.662 g=0.865 2/2 [==============================] - 0s 18ms/step >4, 637/693, d1=0.709, d2=0.659 g=0.865 2/2 [==============================] - 0s 18ms/step >4, 638/693, d1=0.709, d2=0.696 g=0.815 2/2 [==============================] - 0s 19ms/step >4, 639/693, d1=0.668, d2=0.698 g=0.777 2/2 [==============================] - 0s 20ms/step >4, 640/693, d1=0.675, d2=0.689 g=0.787 2/2 [==============================] - 0s 20ms/step >4, 641/693, d1=0.668, d2=0.685 g=0.775 2/2 [==============================] - 0s 18ms/step >4, 642/693, d1=0.636, d2=0.693 g=0.789 2/2 [==============================] - 0s 19ms/step >4, 643/693, d1=0.641, d2=0.681 g=0.761 2/2 [==============================] - 0s 20ms/step >4, 644/693, d1=0.664, d2=0.718 g=0.760 2/2 [==============================] - 0s 17ms/step >4, 645/693, d1=0.638, d2=0.696 g=0.761 2/2 [==============================] - 0s 20ms/step >4, 646/693, d1=0.672, d2=0.692 g=0.787 2/2 [==============================] - 0s 20ms/step >4, 647/693, d1=0.670, d2=0.733 g=0.792 2/2 [==============================] - 0s 22ms/step >4, 648/693, d1=0.641, d2=0.672 g=0.826 2/2 [==============================] - 0s 19ms/step >4, 649/693, d1=0.714, d2=0.653 g=0.822 2/2 [==============================] - 0s 19ms/step >4, 650/693, d1=0.701, d2=0.636 g=0.816 2/2 [==============================] - 0s 18ms/step >4, 651/693, d1=0.698, d2=0.656 g=0.829 2/2 [==============================] - 0s 19ms/step >4, 652/693, d1=0.688, d2=0.648 g=0.788 2/2 [==============================] - 0s 19ms/step >4, 653/693, d1=0.695, d2=0.680 g=0.806 2/2 [==============================] - 0s 21ms/step >4, 654/693, d1=0.677, d2=0.690 g=0.763 2/2 [==============================] - 0s 22ms/step >4, 655/693, d1=0.683, d2=0.705 g=0.799 2/2 [==============================] - 0s 20ms/step >4, 656/693, d1=0.706, d2=0.655 g=0.799 2/2 [==============================] - 0s 19ms/step >4, 657/693, d1=0.675, d2=0.646 g=0.822 2/2 [==============================] - 0s 21ms/step >4, 658/693, d1=0.681, d2=0.676 g=0.790 2/2 [==============================] - 0s 18ms/step >4, 659/693, d1=0.679, d2=0.698 g=0.793 2/2 [==============================] - 0s 19ms/step >4, 660/693, d1=0.708, d2=0.674 g=0.823 2/2 [==============================] - 0s 18ms/step >4, 661/693, d1=0.656, d2=0.688 g=0.782 2/2 [==============================] - 0s 17ms/step >4, 662/693, d1=0.670, d2=0.677 g=0.783 2/2 [==============================] - 0s 17ms/step >4, 663/693, d1=0.658, d2=0.687 g=0.764 2/2 [==============================] - 0s 19ms/step >4, 664/693, d1=0.671, d2=0.683 g=0.779 2/2 [==============================] - 0s 20ms/step >4, 665/693, d1=0.655, d2=0.684 g=0.787 2/2 [==============================] - 0s 18ms/step >4, 666/693, d1=0.628, d2=0.732 g=0.748 2/2 [==============================] - 0s 20ms/step >4, 667/693, d1=0.661, d2=0.733 g=0.768 2/2 [==============================] - 0s 19ms/step >4, 668/693, d1=0.659, d2=0.670 g=0.800 2/2 [==============================] - 0s 18ms/step >4, 669/693, d1=0.642, d2=0.694 g=0.815 2/2 [==============================] - 0s 17ms/step >4, 670/693, d1=0.674, d2=0.667 g=0.811 2/2 [==============================] - 0s 17ms/step >4, 671/693, d1=0.638, d2=0.693 g=0.798 2/2 [==============================] - 0s 18ms/step >4, 672/693, d1=0.654, d2=0.702 g=0.813 2/2 [==============================] - 0s 18ms/step >4, 673/693, d1=0.680, d2=0.679 g=0.833 2/2 [==============================] - 0s 22ms/step >4, 674/693, d1=0.682, d2=0.690 g=0.817 2/2 [==============================] - 0s 20ms/step >4, 675/693, d1=0.676, d2=0.705 g=0.795 2/2 [==============================] - 0s 18ms/step >4, 676/693, d1=0.687, d2=0.722 g=0.794 2/2 [==============================] - 0s 19ms/step >4, 677/693, d1=0.689, d2=0.669 g=0.842 2/2 [==============================] - 0s 17ms/step >4, 678/693, d1=0.683, d2=0.615 g=0.824 2/2 [==============================] - 0s 18ms/step >4, 679/693, d1=0.681, d2=0.638 g=0.802 2/2 [==============================] - 0s 19ms/step >4, 680/693, d1=0.675, d2=0.667 g=0.820 2/2 [==============================] - 0s 18ms/step >4, 681/693, d1=0.697, d2=0.634 g=0.790 2/2 [==============================] - 0s 18ms/step >4, 682/693, d1=0.672, d2=0.676 g=0.804 2/2 [==============================] - 0s 18ms/step >4, 683/693, d1=0.667, d2=0.662 g=0.791 2/2 [==============================] - 0s 21ms/step >4, 684/693, d1=0.694, d2=0.692 g=0.773 2/2 [==============================] - 0s 20ms/step >4, 685/693, d1=0.689, d2=0.691 g=0.769 2/2 [==============================] - 0s 17ms/step >4, 686/693, d1=0.635, d2=0.682 g=0.782 2/2 [==============================] - 0s 18ms/step >4, 687/693, d1=0.682, d2=0.700 g=0.790 2/2 [==============================] - 0s 17ms/step >4, 688/693, d1=0.645, d2=0.673 g=0.765 2/2 [==============================] - 0s 18ms/step >4, 689/693, d1=0.660, d2=0.693 g=0.763 2/2 [==============================] - 0s 20ms/step >4, 690/693, d1=0.657, d2=0.694 g=0.776 2/2 [==============================] - 0s 17ms/step >4, 691/693, d1=0.653, d2=0.732 g=0.769 2/2 [==============================] - 0s 18ms/step >4, 692/693, d1=0.637, d2=0.710 g=0.805 2/2 [==============================] - 0s 17ms/step >4, 693/693, d1=0.655, d2=0.693 g=0.795 2/2 [==============================] - 0s 21ms/step >5, 1/693, d1=0.662, d2=0.670 g=0.810 2/2 [==============================] - 0s 19ms/step >5, 2/693, d1=0.686, d2=0.675 g=0.801 2/2 [==============================] - 0s 18ms/step >5, 3/693, d1=0.679, d2=0.682 g=0.776 2/2 [==============================] - 0s 18ms/step >5, 4/693, d1=0.663, d2=0.700 g=0.776 2/2 [==============================] - 0s 17ms/step >5, 5/693, d1=0.677, d2=0.699 g=0.769 2/2 [==============================] - 0s 20ms/step >5, 6/693, d1=0.652, d2=0.690 g=0.810 2/2 [==============================] - 0s 17ms/step >5, 7/693, d1=0.696, d2=0.653 g=0.783 2/2 [==============================] - 0s 18ms/step >5, 8/693, d1=0.639, d2=0.682 g=0.777 2/2 [==============================] - 0s 17ms/step >5, 9/693, d1=0.662, d2=0.678 g=0.771 2/2 [==============================] - 0s 18ms/step >5, 10/693, d1=0.671, d2=0.733 g=0.754 2/2 [==============================] - 0s 21ms/step >5, 11/693, d1=0.639, d2=0.691 g=0.765 2/2 [==============================] - 0s 19ms/step >5, 12/693, d1=0.654, d2=0.715 g=0.775 2/2 [==============================] - 0s 17ms/step >5, 13/693, d1=0.654, d2=0.672 g=0.784 2/2 [==============================] - 0s 17ms/step >5, 14/693, d1=0.667, d2=0.679 g=0.771 2/2 [==============================] - 0s 17ms/step >5, 15/693, d1=0.659, d2=0.692 g=0.758 2/2 [==============================] - 0s 20ms/step >5, 16/693, d1=0.649, d2=0.679 g=0.774 2/2 [==============================] - 0s 20ms/step >5, 17/693, d1=0.645, d2=0.722 g=0.781 2/2 [==============================] - 0s 20ms/step >5, 18/693, d1=0.598, d2=0.701 g=0.788 2/2 [==============================] - 0s 20ms/step >5, 19/693, d1=0.636, d2=0.678 g=0.806 2/2 [==============================] - 0s 17ms/step >5, 20/693, d1=0.705, d2=0.659 g=0.823 2/2 [==============================] - 0s 21ms/step >5, 21/693, d1=0.673, d2=0.676 g=0.810 2/2 [==============================] - 0s 19ms/step >5, 22/693, d1=0.700, d2=0.660 g=0.790 2/2 [==============================] - 0s 17ms/step >5, 23/693, d1=0.679, d2=0.700 g=0.782 2/2 [==============================] - 0s 18ms/step >5, 24/693, d1=0.643, d2=0.680 g=0.788 2/2 [==============================] - 0s 19ms/step >5, 25/693, d1=0.648, d2=0.686 g=0.828 2/2 [==============================] - 0s 20ms/step >5, 26/693, d1=0.690, d2=0.672 g=0.810 2/2 [==============================] - 0s 18ms/step >5, 27/693, d1=0.689, d2=0.662 g=0.830 2/2 [==============================] - 0s 17ms/step >5, 28/693, d1=0.713, d2=0.639 g=0.808 2/2 [==============================] - 0s 16ms/step >5, 29/693, d1=0.688, d2=0.666 g=0.776 2/2 [==============================] - 0s 18ms/step >5, 30/693, d1=0.658, d2=0.677 g=0.766 2/2 [==============================] - 0s 20ms/step >5, 31/693, d1=0.665, d2=0.686 g=0.799 2/2 [==============================] - 0s 20ms/step >5, 32/693, d1=0.672, d2=0.690 g=0.810 2/2 [==============================] - 0s 18ms/step >5, 33/693, d1=0.671, d2=0.662 g=0.791 2/2 [==============================] - 0s 17ms/step >5, 34/693, d1=0.702, d2=0.681 g=0.800 2/2 [==============================] - 0s 20ms/step >5, 35/693, d1=0.659, d2=0.667 g=0.808 2/2 [==============================] - 0s 20ms/step >5, 36/693, d1=0.679, d2=0.671 g=0.802 2/2 [==============================] - 0s 18ms/step >5, 37/693, d1=0.676, d2=0.682 g=0.784 2/2 [==============================] - 0s 18ms/step >5, 38/693, d1=0.635, d2=0.676 g=0.778 2/2 [==============================] - 0s 18ms/step >5, 39/693, d1=0.610, d2=0.692 g=0.786 2/2 [==============================] - 0s 18ms/step >5, 40/693, d1=0.685, d2=0.653 g=0.832 2/2 [==============================] - 0s 19ms/step >5, 41/693, d1=0.666, d2=0.649 g=0.813 2/2 [==============================] - 0s 17ms/step >5, 42/693, d1=0.674, d2=0.677 g=0.803 2/2 [==============================] - 0s 17ms/step >5, 43/693, d1=0.667, d2=0.659 g=0.770 2/2 [==============================] - 0s 17ms/step >5, 44/693, d1=0.669, d2=0.702 g=0.765 2/2 [==============================] - 0s 18ms/step >5, 45/693, d1=0.665, d2=0.710 g=0.773 2/2 [==============================] - 0s 18ms/step >5, 46/693, d1=0.620, d2=0.690 g=0.801 2/2 [==============================] - 0s 17ms/step >5, 47/693, d1=0.659, d2=0.661 g=0.792 2/2 [==============================] - 0s 18ms/step >5, 48/693, d1=0.683, d2=0.677 g=0.809 2/2 [==============================] - 0s 18ms/step >5, 49/693, d1=0.690, d2=0.637 g=0.833 2/2 [==============================] - 0s 19ms/step >5, 50/693, d1=0.673, d2=0.655 g=0.809 2/2 [==============================] - 0s 21ms/step >5, 51/693, d1=0.693, d2=0.676 g=0.792 2/2 [==============================] - 0s 18ms/step >5, 52/693, d1=0.680, d2=0.682 g=0.809 2/2 [==============================] - 0s 16ms/step >5, 53/693, d1=0.671, d2=0.661 g=0.818 2/2 [==============================] - 0s 19ms/step >5, 54/693, d1=0.677, d2=0.681 g=0.810 2/2 [==============================] - 0s 19ms/step >5, 55/693, d1=0.701, d2=0.657 g=0.802 2/2 [==============================] - 0s 18ms/step >5, 56/693, d1=0.649, d2=0.669 g=0.812 2/2 [==============================] - 0s 17ms/step >5, 57/693, d1=0.698, d2=0.671 g=0.784 2/2 [==============================] - 0s 18ms/step >5, 58/693, d1=0.701, d2=0.672 g=0.793 2/2 [==============================] - 0s 18ms/step >5, 59/693, d1=0.672, d2=0.700 g=0.774 2/2 [==============================] - 0s 19ms/step >5, 60/693, d1=0.667, d2=0.671 g=0.791 2/2 [==============================] - 0s 19ms/step >5, 61/693, d1=0.643, d2=0.696 g=0.769 2/2 [==============================] - 0s 20ms/step >5, 62/693, d1=0.631, d2=0.754 g=0.792 2/2 [==============================] - 0s 19ms/step >5, 63/693, d1=0.684, d2=0.674 g=0.791 2/2 [==============================] - 0s 18ms/step >5, 64/693, d1=0.674, d2=0.668 g=0.780 2/2 [==============================] - 0s 18ms/step >5, 65/693, d1=0.636, d2=0.682 g=0.766 2/2 [==============================] - 0s 17ms/step >5, 66/693, d1=0.654, d2=0.722 g=0.768 2/2 [==============================] - 0s 20ms/step >5, 67/693, d1=0.654, d2=0.703 g=0.765 2/2 [==============================] - 0s 20ms/step >5, 68/693, d1=0.649, d2=0.699 g=0.792 2/2 [==============================] - 0s 19ms/step >5, 69/693, d1=0.693, d2=0.693 g=0.805 2/2 [==============================] - 0s 19ms/step >5, 70/693, d1=0.675, d2=0.705 g=0.779 2/2 [==============================] - 0s 19ms/step >5, 71/693, d1=0.650, d2=0.703 g=0.801 2/2 [==============================] - 0s 20ms/step >5, 72/693, d1=0.701, d2=0.672 g=0.824 2/2 [==============================] - 0s 20ms/step >5, 73/693, d1=0.685, d2=0.653 g=0.812 2/2 [==============================] - 0s 20ms/step >5, 74/693, d1=0.685, d2=0.641 g=0.806 2/2 [==============================] - 0s 19ms/step >5, 75/693, d1=0.670, d2=0.679 g=0.808 2/2 [==============================] - 0s 23ms/step >5, 76/693, d1=0.677, d2=0.685 g=0.787 2/2 [==============================] - 0s 19ms/step >5, 77/693, d1=0.665, d2=0.700 g=0.765 2/2 [==============================] - 0s 19ms/step >5, 78/693, d1=0.665, d2=0.664 g=0.807 2/2 [==============================] - 0s 20ms/step >5, 79/693, d1=0.651, d2=0.683 g=0.834 2/2 [==============================] - 0s 20ms/step >5, 80/693, d1=0.645, d2=0.681 g=0.796 2/2 [==============================] - 0s 20ms/step >5, 81/693, d1=0.662, d2=0.687 g=0.791 2/2 [==============================] - 0s 21ms/step >5, 82/693, d1=0.645, d2=0.666 g=0.801 2/2 [==============================] - 0s 20ms/step >5, 83/693, d1=0.626, d2=0.707 g=0.794 2/2 [==============================] - 0s 20ms/step >5, 84/693, d1=0.664, d2=0.686 g=0.761 2/2 [==============================] - 0s 22ms/step >5, 85/693, d1=0.644, d2=0.666 g=0.777 2/2 [==============================] - 0s 17ms/step >5, 86/693, d1=0.643, d2=0.730 g=0.777 2/2 [==============================] - 0s 18ms/step >5, 87/693, d1=0.654, d2=0.694 g=0.792 2/2 [==============================] - 0s 17ms/step >5, 88/693, d1=0.648, d2=0.665 g=0.821 2/2 [==============================] - 0s 21ms/step >5, 89/693, d1=0.663, d2=0.688 g=0.784 2/2 [==============================] - 0s 20ms/step >5, 90/693, d1=0.680, d2=0.677 g=0.803 2/2 [==============================] - 0s 19ms/step >5, 91/693, d1=0.668, d2=0.703 g=0.798 2/2 [==============================] - 0s 19ms/step >5, 92/693, d1=0.686, d2=0.688 g=0.800 2/2 [==============================] - 0s 18ms/step >5, 93/693, d1=0.635, d2=0.653 g=0.839 2/2 [==============================] - 0s 17ms/step >5, 94/693, d1=0.673, d2=0.662 g=0.810 2/2 [==============================] - 0s 21ms/step >5, 95/693, d1=0.654, d2=0.655 g=0.786 2/2 [==============================] - 0s 17ms/step >5, 96/693, d1=0.650, d2=0.677 g=0.795 2/2 [==============================] - 0s 18ms/step >5, 97/693, d1=0.666, d2=0.679 g=0.785 2/2 [==============================] - 0s 17ms/step >5, 98/693, d1=0.646, d2=0.708 g=0.784 2/2 [==============================] - 0s 22ms/step >5, 99/693, d1=0.603, d2=0.698 g=0.759 2/2 [==============================] - 0s 20ms/step >5, 100/693, d1=0.653, d2=0.699 g=0.803 2/2 [==============================] - 0s 17ms/step >5, 101/693, d1=0.674, d2=0.678 g=0.814 2/2 [==============================] - 0s 19ms/step >5, 102/693, d1=0.689, d2=0.688 g=0.802 2/2 [==============================] - 0s 17ms/step >5, 103/693, d1=0.681, d2=0.668 g=0.778 2/2 [==============================] - 0s 17ms/step >5, 104/693, d1=0.690, d2=0.676 g=0.781 2/2 [==============================] - 0s 19ms/step >5, 105/693, d1=0.679, d2=0.649 g=0.791 2/2 [==============================] - 0s 18ms/step >5, 106/693, d1=0.667, d2=0.664 g=0.807 2/2 [==============================] - 0s 17ms/step >5, 107/693, d1=0.711, d2=0.682 g=0.791 2/2 [==============================] - 0s 19ms/step >5, 108/693, d1=0.660, d2=0.673 g=0.800 2/2 [==============================] - 0s 21ms/step >5, 109/693, d1=0.664, d2=0.674 g=0.842 2/2 [==============================] - 0s 20ms/step >5, 110/693, d1=0.702, d2=0.668 g=0.813 2/2 [==============================] - 0s 18ms/step >5, 111/693, d1=0.706, d2=0.678 g=0.773 2/2 [==============================] - 0s 17ms/step >5, 112/693, d1=0.671, d2=0.695 g=0.779 2/2 [==============================] - 0s 18ms/step >5, 113/693, d1=0.688, d2=0.680 g=0.805 2/2 [==============================] - 0s 17ms/step >5, 114/693, d1=0.674, d2=0.673 g=0.762 2/2 [==============================] - 0s 18ms/step >5, 115/693, d1=0.628, d2=0.723 g=0.776 2/2 [==============================] - 0s 19ms/step >5, 116/693, d1=0.646, d2=0.676 g=0.790 2/2 [==============================] - 0s 17ms/step >5, 117/693, d1=0.667, d2=0.658 g=0.772 2/2 [==============================] - 0s 18ms/step >5, 118/693, d1=0.660, d2=0.692 g=0.808 2/2 [==============================] - 0s 17ms/step >5, 119/693, d1=0.676, d2=0.694 g=0.794 2/2 [==============================] - 0s 20ms/step >5, 120/693, d1=0.655, d2=0.654 g=0.773 2/2 [==============================] - 0s 17ms/step >5, 121/693, d1=0.641, d2=0.677 g=0.769 2/2 [==============================] - 0s 17ms/step >5, 122/693, d1=0.632, d2=0.695 g=0.790 2/2 [==============================] - 0s 18ms/step >5, 123/693, d1=0.635, d2=0.680 g=0.796 2/2 [==============================] - 0s 18ms/step >5, 124/693, d1=0.642, d2=0.678 g=0.815 2/2 [==============================] - 0s 18ms/step >5, 125/693, d1=0.667, d2=0.695 g=0.821 2/2 [==============================] - 0s 18ms/step >5, 126/693, d1=0.691, d2=0.646 g=0.856 2/2 [==============================] - 0s 18ms/step >5, 127/693, d1=0.702, d2=0.631 g=0.827 2/2 [==============================] - 0s 18ms/step >5, 128/693, d1=0.717, d2=0.637 g=0.811 2/2 [==============================] - 0s 21ms/step >5, 129/693, d1=0.670, d2=0.667 g=0.800 2/2 [==============================] - 0s 19ms/step >5, 130/693, d1=0.680, d2=0.675 g=0.810 2/2 [==============================] - 0s 17ms/step >5, 131/693, d1=0.685, d2=0.690 g=0.836 2/2 [==============================] - 0s 19ms/step >5, 132/693, d1=0.659, d2=0.663 g=0.819 2/2 [==============================] - 0s 18ms/step >5, 133/693, d1=0.690, d2=0.677 g=0.808 2/2 [==============================] - 0s 18ms/step >5, 134/693, d1=0.700, d2=0.692 g=0.798 2/2 [==============================] - 0s 18ms/step >5, 135/693, d1=0.641, d2=0.671 g=0.834 2/2 [==============================] - 0s 18ms/step >5, 136/693, d1=0.704, d2=0.651 g=0.798 2/2 [==============================] - 0s 18ms/step >5, 137/693, d1=0.685, d2=0.653 g=0.796 2/2 [==============================] - 0s 18ms/step >5, 138/693, d1=0.680, d2=0.695 g=0.791 2/2 [==============================] - 0s 19ms/step >5, 139/693, d1=0.669, d2=0.675 g=0.795 2/2 [==============================] - 0s 20ms/step >5, 140/693, d1=0.679, d2=0.671 g=0.772 2/2 [==============================] - 0s 18ms/step >5, 141/693, d1=0.651, d2=0.733 g=0.760 2/2 [==============================] - 0s 19ms/step >5, 142/693, d1=0.669, d2=0.663 g=0.790 2/2 [==============================] - 0s 17ms/step >5, 143/693, d1=0.669, d2=0.677 g=0.781 2/2 [==============================] - 0s 20ms/step >5, 144/693, d1=0.687, d2=0.662 g=0.789 2/2 [==============================] - 0s 17ms/step >5, 145/693, d1=0.675, d2=0.692 g=0.769 2/2 [==============================] - 0s 20ms/step >5, 146/693, d1=0.640, d2=0.704 g=0.794 2/2 [==============================] - 0s 18ms/step >5, 147/693, d1=0.670, d2=0.687 g=0.775 2/2 [==============================] - 0s 18ms/step >5, 148/693, d1=0.656, d2=0.691 g=0.780 2/2 [==============================] - 0s 19ms/step >5, 149/693, d1=0.667, d2=0.693 g=0.781 2/2 [==============================] - 0s 19ms/step >5, 150/693, d1=0.654, d2=0.680 g=0.762 2/2 [==============================] - 0s 17ms/step >5, 151/693, d1=0.638, d2=0.726 g=0.785 2/2 [==============================] - 0s 18ms/step >5, 152/693, d1=0.681, d2=0.663 g=0.796 2/2 [==============================] - 0s 20ms/step >5, 153/693, d1=0.629, d2=0.649 g=0.793 2/2 [==============================] - 0s 17ms/step >5, 154/693, d1=0.656, d2=0.725 g=0.776 2/2 [==============================] - 0s 17ms/step >5, 155/693, d1=0.668, d2=0.696 g=0.808 2/2 [==============================] - 0s 19ms/step >5, 156/693, d1=0.679, d2=0.666 g=0.790 2/2 [==============================] - 0s 17ms/step >5, 157/693, d1=0.696, d2=0.666 g=0.802 2/2 [==============================] - 0s 18ms/step >5, 158/693, d1=0.699, d2=0.696 g=0.812 2/2 [==============================] - 0s 19ms/step >5, 159/693, d1=0.691, d2=0.674 g=0.799 2/2 [==============================] - 0s 19ms/step >5, 160/693, d1=0.672, d2=0.685 g=0.798 2/2 [==============================] - 0s 18ms/step >5, 161/693, d1=0.708, d2=0.663 g=0.810 2/2 [==============================] - 0s 17ms/step >5, 162/693, d1=0.667, d2=0.697 g=0.780 2/2 [==============================] - 0s 18ms/step >5, 163/693, d1=0.658, d2=0.669 g=0.776 2/2 [==============================] - 0s 17ms/step >5, 164/693, d1=0.663, d2=0.661 g=0.792 2/2 [==============================] - 0s 18ms/step >5, 165/693, d1=0.691, d2=0.678 g=0.800 2/2 [==============================] - 0s 18ms/step >5, 166/693, d1=0.683, d2=0.692 g=0.777 2/2 [==============================] - 0s 19ms/step >5, 167/693, d1=0.710, d2=0.679 g=0.821 2/2 [==============================] - 0s 17ms/step >5, 168/693, d1=0.682, d2=0.641 g=0.811 2/2 [==============================] - 0s 22ms/step >5, 169/693, d1=0.693, d2=0.656 g=0.812 2/2 [==============================] - 0s 19ms/step >5, 170/693, d1=0.677, d2=0.680 g=0.817 2/2 [==============================] - 0s 16ms/step >5, 171/693, d1=0.716, d2=0.658 g=0.801 2/2 [==============================] - 0s 19ms/step >5, 172/693, d1=0.676, d2=0.661 g=0.785 2/2 [==============================] - 0s 18ms/step >5, 173/693, d1=0.659, d2=0.667 g=0.781 2/2 [==============================] - 0s 19ms/step >5, 174/693, d1=0.681, d2=0.686 g=0.746 2/2 [==============================] - 0s 20ms/step >5, 175/693, d1=0.654, d2=0.694 g=0.757 2/2 [==============================] - 0s 18ms/step >5, 176/693, d1=0.645, d2=0.691 g=0.747 2/2 [==============================] - 0s 17ms/step >5, 177/693, d1=0.614, d2=0.737 g=0.759 2/2 [==============================] - 0s 18ms/step >5, 178/693, d1=0.625, d2=0.678 g=0.790 2/2 [==============================] - 0s 19ms/step >5, 179/693, d1=0.649, d2=0.659 g=0.795 2/2 [==============================] - 0s 20ms/step >5, 180/693, d1=0.649, d2=0.670 g=0.803 2/2 [==============================] - 0s 17ms/step >5, 181/693, d1=0.651, d2=0.642 g=0.787 2/2 [==============================] - 0s 17ms/step >5, 182/693, d1=0.665, d2=0.729 g=0.795 2/2 [==============================] - 0s 20ms/step >5, 183/693, d1=0.631, d2=0.716 g=0.791 2/2 [==============================] - 0s 18ms/step >5, 184/693, d1=0.674, d2=0.683 g=0.794 2/2 [==============================] - 0s 19ms/step >5, 185/693, d1=0.681, d2=0.693 g=0.773 2/2 [==============================] - 0s 21ms/step >5, 186/693, d1=0.638, d2=0.675 g=0.794 2/2 [==============================] - 0s 21ms/step >5, 187/693, d1=0.692, d2=0.727 g=0.785 2/2 [==============================] - 0s 19ms/step >5, 188/693, d1=0.662, d2=0.669 g=0.795 2/2 [==============================] - 0s 20ms/step >5, 189/693, d1=0.662, d2=0.674 g=0.779 2/2 [==============================] - 0s 21ms/step >5, 190/693, d1=0.662, d2=0.662 g=0.789 2/2 [==============================] - 0s 21ms/step >5, 191/693, d1=0.695, d2=0.679 g=0.780 2/2 [==============================] - 0s 20ms/step >5, 192/693, d1=0.662, d2=0.678 g=0.769 2/2 [==============================] - 0s 21ms/step >5, 193/693, d1=0.640, d2=0.659 g=0.772 2/2 [==============================] - 0s 20ms/step >5, 194/693, d1=0.642, d2=0.659 g=0.783 2/2 [==============================] - 0s 20ms/step >5, 195/693, d1=0.666, d2=0.705 g=0.757 2/2 [==============================] - 0s 22ms/step >5, 196/693, d1=0.679, d2=0.724 g=0.784 2/2 [==============================] - 0s 20ms/step >5, 197/693, d1=0.672, d2=0.698 g=0.787 2/2 [==============================] - 0s 19ms/step >5, 198/693, d1=0.680, d2=0.662 g=0.780 2/2 [==============================] - 0s 20ms/step >5, 199/693, d1=0.665, d2=0.684 g=0.762 2/2 [==============================] - 0s 21ms/step >5, 200/693, d1=0.683, d2=0.682 g=0.779 2/2 [==============================] - 0s 20ms/step >5, 201/693, d1=0.692, d2=0.691 g=0.773 2/2 [==============================] - 0s 22ms/step >5, 202/693, d1=0.668, d2=0.699 g=0.780 2/2 [==============================] - 0s 19ms/step >5, 203/693, d1=0.644, d2=0.694 g=0.784 2/2 [==============================] - 0s 18ms/step >5, 204/693, d1=0.649, d2=0.689 g=0.806 2/2 [==============================] - 0s 19ms/step >5, 205/693, d1=0.656, d2=0.717 g=0.822 2/2 [==============================] - 0s 19ms/step >5, 206/693, d1=0.676, d2=0.679 g=0.805 2/2 [==============================] - 0s 16ms/step >5, 207/693, d1=0.714, d2=0.692 g=0.778 2/2 [==============================] - 0s 19ms/step >5, 208/693, d1=0.651, d2=0.664 g=0.804 2/2 [==============================] - 0s 19ms/step >5, 209/693, d1=0.683, d2=0.665 g=0.793 2/2 [==============================] - 0s 17ms/step >5, 210/693, d1=0.678, d2=0.650 g=0.773 2/2 [==============================] - 0s 20ms/step >5, 211/693, d1=0.677, d2=0.679 g=0.788 2/2 [==============================] - 0s 18ms/step >5, 212/693, d1=0.678, d2=0.690 g=0.775 2/2 [==============================] - 0s 17ms/step >5, 213/693, d1=0.687, d2=0.717 g=0.747 2/2 [==============================] - 0s 17ms/step >5, 214/693, d1=0.658, d2=0.700 g=0.789 2/2 [==============================] - 0s 18ms/step >5, 215/693, d1=0.665, d2=0.686 g=0.799 2/2 [==============================] - 0s 18ms/step >5, 216/693, d1=0.668, d2=0.692 g=0.778 2/2 [==============================] - 0s 18ms/step >5, 217/693, d1=0.650, d2=0.704 g=0.811 2/2 [==============================] - 0s 20ms/step >5, 218/693, d1=0.672, d2=0.671 g=0.792 2/2 [==============================] - 0s 20ms/step >5, 219/693, d1=0.629, d2=0.686 g=0.788 2/2 [==============================] - 0s 18ms/step >5, 220/693, d1=0.681, d2=0.727 g=0.787 2/2 [==============================] - 0s 17ms/step >5, 221/693, d1=0.648, d2=0.679 g=0.778 2/2 [==============================] - 0s 17ms/step >5, 222/693, d1=0.659, d2=0.672 g=0.805 2/2 [==============================] - 0s 19ms/step >5, 223/693, d1=0.678, d2=0.652 g=0.787 2/2 [==============================] - 0s 21ms/step >5, 224/693, d1=0.641, d2=0.653 g=0.808 2/2 [==============================] - 0s 19ms/step >5, 225/693, d1=0.683, d2=0.663 g=0.810 2/2 [==============================] - 0s 18ms/step >5, 226/693, d1=0.672, d2=0.662 g=0.792 2/2 [==============================] - 0s 17ms/step >5, 227/693, d1=0.668, d2=0.671 g=0.791 2/2 [==============================] - 0s 19ms/step >5, 228/693, d1=0.677, d2=0.641 g=0.766 2/2 [==============================] - 0s 19ms/step >5, 229/693, d1=0.664, d2=0.710 g=0.770 2/2 [==============================] - 0s 19ms/step >5, 230/693, d1=0.656, d2=0.697 g=0.794 2/2 [==============================] - 0s 19ms/step >5, 231/693, d1=0.668, d2=0.698 g=0.764 2/2 [==============================] - 0s 19ms/step >5, 232/693, d1=0.667, d2=0.703 g=0.775 2/2 [==============================] - 0s 18ms/step >5, 233/693, d1=0.647, d2=0.669 g=0.775 2/2 [==============================] - 0s 17ms/step >5, 234/693, d1=0.679, d2=0.680 g=0.758 2/2 [==============================] - 0s 20ms/step >5, 235/693, d1=0.650, d2=0.726 g=0.790 2/2 [==============================] - 0s 17ms/step >5, 236/693, d1=0.667, d2=0.670 g=0.792 2/2 [==============================] - 0s 17ms/step >5, 237/693, d1=0.657, d2=0.644 g=0.819 2/2 [==============================] - 0s 22ms/step >5, 238/693, d1=0.675, d2=0.662 g=0.829 2/2 [==============================] - 0s 17ms/step >5, 239/693, d1=0.685, d2=0.646 g=0.799 2/2 [==============================] - 0s 17ms/step >5, 240/693, d1=0.648, d2=0.645 g=0.800 2/2 [==============================] - 0s 22ms/step >5, 241/693, d1=0.683, d2=0.670 g=0.785 2/2 [==============================] - 0s 18ms/step >5, 242/693, d1=0.675, d2=0.690 g=0.802 2/2 [==============================] - 0s 17ms/step >5, 243/693, d1=0.645, d2=0.673 g=0.766 2/2 [==============================] - 0s 19ms/step >5, 244/693, d1=0.665, d2=0.696 g=0.794 2/2 [==============================] - 0s 18ms/step >5, 245/693, d1=0.641, d2=0.684 g=0.781 2/2 [==============================] - 0s 19ms/step >5, 246/693, d1=0.666, d2=0.672 g=0.825 2/2 [==============================] - 0s 19ms/step >5, 247/693, d1=0.648, d2=0.661 g=0.801 2/2 [==============================] - 0s 22ms/step >5, 248/693, d1=0.654, d2=0.682 g=0.812 2/2 [==============================] - 0s 17ms/step >5, 249/693, d1=0.689, d2=0.672 g=0.808 2/2 [==============================] - 0s 17ms/step >5, 250/693, d1=0.681, d2=0.680 g=0.806 2/2 [==============================] - 0s 18ms/step >5, 251/693, d1=0.677, d2=0.647 g=0.802 2/2 [==============================] - 0s 19ms/step >5, 252/693, d1=0.690, d2=0.674 g=0.789 2/2 [==============================] - 0s 19ms/step >5, 253/693, d1=0.677, d2=0.673 g=0.804 2/2 [==============================] - 0s 17ms/step >5, 254/693, d1=0.680, d2=0.675 g=0.773 2/2 [==============================] - 0s 18ms/step >5, 255/693, d1=0.637, d2=0.712 g=0.769 2/2 [==============================] - 0s 16ms/step >5, 256/693, d1=0.650, d2=0.710 g=0.815 2/2 [==============================] - 0s 17ms/step >5, 257/693, d1=0.680, d2=0.685 g=0.815 2/2 [==============================] - 0s 20ms/step >5, 258/693, d1=0.659, d2=0.649 g=0.805 2/2 [==============================] - 0s 19ms/step >5, 259/693, d1=0.676, d2=0.673 g=0.796 2/2 [==============================] - 0s 19ms/step >5, 260/693, d1=0.712, d2=0.668 g=0.815 2/2 [==============================] - 0s 18ms/step >5, 261/693, d1=0.665, d2=0.680 g=0.764 2/2 [==============================] - 0s 21ms/step >5, 262/693, d1=0.645, d2=0.740 g=0.739 2/2 [==============================] - 0s 19ms/step >5, 263/693, d1=0.632, d2=0.722 g=0.798 2/2 [==============================] - 0s 19ms/step >5, 264/693, d1=0.665, d2=0.694 g=0.812 2/2 [==============================] - 0s 18ms/step >5, 265/693, d1=0.684, d2=0.670 g=0.801 2/2 [==============================] - 0s 18ms/step >5, 266/693, d1=0.679, d2=0.670 g=0.792 2/2 [==============================] - 0s 21ms/step >5, 267/693, d1=0.654, d2=0.683 g=0.799 2/2 [==============================] - 0s 19ms/step >5, 268/693, d1=0.674, d2=0.646 g=0.803 2/2 [==============================] - 0s 17ms/step >5, 269/693, d1=0.646, d2=0.678 g=0.808 2/2 [==============================] - 0s 18ms/step >5, 270/693, d1=0.700, d2=0.713 g=0.811 2/2 [==============================] - 0s 18ms/step >5, 271/693, d1=0.686, d2=0.636 g=0.831 2/2 [==============================] - 0s 18ms/step >5, 272/693, d1=0.682, d2=0.641 g=0.824 2/2 [==============================] - 0s 19ms/step >5, 273/693, d1=0.693, d2=0.668 g=0.787 2/2 [==============================] - 0s 17ms/step >5, 274/693, d1=0.645, d2=0.705 g=0.781 2/2 [==============================] - 0s 18ms/step >5, 275/693, d1=0.654, d2=0.718 g=0.802 2/2 [==============================] - 0s 17ms/step >5, 276/693, d1=0.657, d2=0.662 g=0.809 2/2 [==============================] - 0s 19ms/step >5, 277/693, d1=0.656, d2=0.695 g=0.805 2/2 [==============================] - 0s 19ms/step >5, 278/693, d1=0.676, d2=0.662 g=0.795 2/2 [==============================] - 0s 18ms/step >5, 279/693, d1=0.682, d2=0.654 g=0.799 2/2 [==============================] - 0s 18ms/step >5, 280/693, d1=0.640, d2=0.688 g=0.788 2/2 [==============================] - 0s 20ms/step >5, 281/693, d1=0.654, d2=0.661 g=0.789 2/2 [==============================] - 0s 17ms/step >5, 282/693, d1=0.678, d2=0.667 g=0.787 2/2 [==============================] - 0s 18ms/step >5, 283/693, d1=0.658, d2=0.708 g=0.775 2/2 [==============================] - 0s 18ms/step >5, 284/693, d1=0.679, d2=0.677 g=0.788 2/2 [==============================] - 0s 17ms/step >5, 285/693, d1=0.688, d2=0.673 g=0.794 2/2 [==============================] - 0s 18ms/step >5, 286/693, d1=0.649, d2=0.670 g=0.803 2/2 [==============================] - 0s 19ms/step >5, 287/693, d1=0.636, d2=0.682 g=0.764 2/2 [==============================] - 0s 19ms/step >5, 288/693, d1=0.653, d2=0.695 g=0.775 2/2 [==============================] - 0s 17ms/step >5, 289/693, d1=0.668, d2=0.689 g=0.797 2/2 [==============================] - 0s 19ms/step >5, 290/693, d1=0.615, d2=0.674 g=0.798 2/2 [==============================] - 0s 21ms/step >5, 291/693, d1=0.657, d2=0.700 g=0.798 2/2 [==============================] - 0s 19ms/step >5, 292/693, d1=0.711, d2=0.697 g=0.800 2/2 [==============================] - 0s 17ms/step >5, 293/693, d1=0.695, d2=0.670 g=0.819 2/2 [==============================] - 0s 18ms/step >5, 294/693, d1=0.671, d2=0.668 g=0.816 2/2 [==============================] - 0s 18ms/step >5, 295/693, d1=0.682, d2=0.666 g=0.824 2/2 [==============================] - 0s 18ms/step >5, 296/693, d1=0.689, d2=0.661 g=0.787 2/2 [==============================] - 0s 19ms/step >5, 297/693, d1=0.693, d2=0.706 g=0.785 2/2 [==============================] - 0s 19ms/step >5, 298/693, d1=0.672, d2=0.732 g=0.789 2/2 [==============================] - 0s 17ms/step >5, 299/693, d1=0.663, d2=0.700 g=0.834 2/2 [==============================] - 0s 17ms/step >5, 300/693, d1=0.690, d2=0.658 g=0.817 2/2 [==============================] - 0s 16ms/step >5, 301/693, d1=0.667, d2=0.645 g=0.806 2/2 [==============================] - 0s 19ms/step >5, 302/693, d1=0.635, d2=0.668 g=0.771 2/2 [==============================] - 0s 17ms/step >5, 303/693, d1=0.675, d2=0.689 g=0.760 2/2 [==============================] - 0s 20ms/step >5, 304/693, d1=0.625, d2=0.722 g=0.799 2/2 [==============================] - 0s 21ms/step >5, 305/693, d1=0.657, d2=0.690 g=0.837 2/2 [==============================] - 0s 21ms/step >5, 306/693, d1=0.644, d2=0.747 g=0.811 2/2 [==============================] - 0s 21ms/step >5, 307/693, d1=0.684, d2=0.653 g=0.854 2/2 [==============================] - 0s 20ms/step >5, 308/693, d1=0.682, d2=0.645 g=0.849 2/2 [==============================] - 0s 21ms/step >5, 309/693, d1=0.691, d2=0.644 g=0.815 2/2 [==============================] - 0s 21ms/step >5, 310/693, d1=0.701, d2=0.664 g=0.813 2/2 [==============================] - 0s 20ms/step >5, 311/693, d1=0.641, d2=0.692 g=0.821 2/2 [==============================] - 0s 18ms/step >5, 312/693, d1=0.715, d2=0.665 g=0.839 2/2 [==============================] - 0s 21ms/step >5, 313/693, d1=0.717, d2=0.696 g=0.821 2/2 [==============================] - 0s 21ms/step >5, 314/693, d1=0.686, d2=0.676 g=0.771 2/2 [==============================] - 0s 20ms/step >5, 315/693, d1=0.668, d2=0.708 g=0.810 2/2 [==============================] - 0s 21ms/step >5, 316/693, d1=0.703, d2=0.673 g=0.827 2/2 [==============================] - 0s 22ms/step >5, 317/693, d1=0.679, d2=0.649 g=0.815 2/2 [==============================] - 0s 22ms/step >5, 318/693, d1=0.676, d2=0.644 g=0.788 2/2 [==============================] - 0s 20ms/step >5, 319/693, d1=0.667, d2=0.685 g=0.764 2/2 [==============================] - 0s 19ms/step >5, 320/693, d1=0.656, d2=0.702 g=0.796 2/2 [==============================] - 0s 20ms/step >5, 321/693, d1=0.656, d2=0.618 g=0.880 2/2 [==============================] - 0s 20ms/step >5, 322/693, d1=0.675, d2=0.602 g=0.899 2/2 [==============================] - 0s 21ms/step >5, 323/693, d1=0.633, d2=0.744 g=0.801 2/2 [==============================] - 0s 21ms/step >5, 324/693, d1=0.652, d2=0.802 g=0.817 2/2 [==============================] - 0s 19ms/step >5, 325/693, d1=0.697, d2=0.597 g=0.881 2/2 [==============================] - 0s 18ms/step >5, 326/693, d1=0.685, d2=0.658 g=0.877 2/2 [==============================] - 0s 18ms/step >5, 327/693, d1=0.668, d2=0.648 g=0.809 2/2 [==============================] - 0s 17ms/step >5, 328/693, d1=0.631, d2=0.705 g=0.793 2/2 [==============================] - 0s 19ms/step >5, 329/693, d1=0.636, d2=0.682 g=0.785 2/2 [==============================] - 0s 19ms/step >5, 330/693, d1=0.634, d2=0.680 g=0.792 2/2 [==============================] - 0s 21ms/step >5, 331/693, d1=0.644, d2=0.685 g=0.813 2/2 [==============================] - 0s 17ms/step >5, 332/693, d1=0.638, d2=0.676 g=0.824 2/2 [==============================] - 0s 18ms/step >5, 333/693, d1=0.699, d2=0.686 g=0.758 2/2 [==============================] - 0s 17ms/step >5, 334/693, d1=0.673, d2=0.677 g=0.801 2/2 [==============================] - 0s 17ms/step >5, 335/693, d1=0.680, d2=0.688 g=0.819 2/2 [==============================] - 0s 20ms/step >5, 336/693, d1=0.658, d2=0.669 g=0.820 2/2 [==============================] - 0s 19ms/step >5, 337/693, d1=0.668, d2=0.671 g=0.788 2/2 [==============================] - 0s 17ms/step >5, 338/693, d1=0.679, d2=0.678 g=0.796 2/2 [==============================] - 0s 18ms/step >5, 339/693, d1=0.690, d2=0.704 g=0.789 2/2 [==============================] - 0s 18ms/step >5, 340/693, d1=0.666, d2=0.651 g=0.820 2/2 [==============================] - 0s 18ms/step >5, 341/693, d1=0.631, d2=0.686 g=0.814 2/2 [==============================] - 0s 18ms/step >5, 342/693, d1=0.702, d2=0.667 g=0.811 2/2 [==============================] - 0s 18ms/step >5, 343/693, d1=0.664, d2=0.668 g=0.822 2/2 [==============================] - 0s 18ms/step >5, 344/693, d1=0.710, d2=0.672 g=0.826 2/2 [==============================] - 0s 18ms/step >5, 345/693, d1=0.674, d2=0.673 g=0.815 2/2 [==============================] - 0s 20ms/step >5, 346/693, d1=0.700, d2=0.672 g=0.798 2/2 [==============================] - 0s 19ms/step >5, 347/693, d1=0.687, d2=0.710 g=0.788 2/2 [==============================] - 0s 18ms/step >5, 348/693, d1=0.648, d2=0.677 g=0.795 2/2 [==============================] - 0s 18ms/step >5, 349/693, d1=0.659, d2=0.678 g=0.797 2/2 [==============================] - 0s 18ms/step >5, 350/693, d1=0.666, d2=0.657 g=0.789 2/2 [==============================] - 0s 19ms/step >5, 351/693, d1=0.670, d2=0.656 g=0.815 2/2 [==============================] - 0s 20ms/step >5, 352/693, d1=0.678, d2=0.660 g=0.803 2/2 [==============================] - 0s 17ms/step >5, 353/693, d1=0.658, d2=0.686 g=0.790 2/2 [==============================] - 0s 20ms/step >5, 354/693, d1=0.654, d2=0.716 g=0.786 2/2 [==============================] - 0s 17ms/step >5, 355/693, d1=0.676, d2=0.671 g=0.782 2/2 [==============================] - 0s 20ms/step >5, 356/693, d1=0.656, d2=0.666 g=0.778 2/2 [==============================] - 0s 19ms/step >5, 357/693, d1=0.693, d2=0.683 g=0.794 2/2 [==============================] - 0s 18ms/step >5, 358/693, d1=0.675, d2=0.703 g=0.774 2/2 [==============================] - 0s 17ms/step >5, 359/693, d1=0.671, d2=0.648 g=0.786 2/2 [==============================] - 0s 17ms/step >5, 360/693, d1=0.650, d2=0.683 g=0.793 2/2 [==============================] - 0s 17ms/step >5, 361/693, d1=0.703, d2=0.663 g=0.771 2/2 [==============================] - 0s 17ms/step >5, 362/693, d1=0.652, d2=0.686 g=0.802 2/2 [==============================] - 0s 18ms/step >5, 363/693, d1=0.672, d2=0.685 g=0.798 2/2 [==============================] - 0s 18ms/step >5, 364/693, d1=0.668, d2=0.684 g=0.822 2/2 [==============================] - 0s 17ms/step >5, 365/693, d1=0.679, d2=0.671 g=0.814 2/2 [==============================] - 0s 19ms/step >5, 366/693, d1=0.665, d2=0.702 g=0.810 2/2 [==============================] - 0s 18ms/step >5, 367/693, d1=0.662, d2=0.659 g=0.811 2/2 [==============================] - 0s 18ms/step >5, 368/693, d1=0.685, d2=0.651 g=0.800 2/2 [==============================] - 0s 18ms/step >5, 369/693, d1=0.676, d2=0.673 g=0.834 2/2 [==============================] - 0s 21ms/step >5, 370/693, d1=0.701, d2=0.654 g=0.812 2/2 [==============================] - 0s 21ms/step >5, 371/693, d1=0.678, d2=0.656 g=0.778 2/2 [==============================] - 0s 18ms/step >5, 372/693, d1=0.660, d2=0.721 g=0.803 2/2 [==============================] - 0s 17ms/step >5, 373/693, d1=0.673, d2=0.695 g=0.778 2/2 [==============================] - 0s 17ms/step >5, 374/693, d1=0.657, d2=0.692 g=0.797 2/2 [==============================] - 0s 19ms/step >5, 375/693, d1=0.691, d2=0.659 g=0.806 2/2 [==============================] - 0s 20ms/step >5, 376/693, d1=0.688, d2=0.680 g=0.795 2/2 [==============================] - 0s 17ms/step >5, 377/693, d1=0.666, d2=0.702 g=0.801 2/2 [==============================] - 0s 17ms/step >5, 378/693, d1=0.654, d2=0.631 g=0.825 2/2 [==============================] - 0s 18ms/step >5, 379/693, d1=0.685, d2=0.685 g=0.809 2/2 [==============================] - 0s 17ms/step >5, 380/693, d1=0.659, d2=0.679 g=0.778 2/2 [==============================] - 0s 18ms/step >5, 381/693, d1=0.672, d2=0.729 g=0.789 2/2 [==============================] - 0s 21ms/step >5, 382/693, d1=0.655, d2=0.688 g=0.780 2/2 [==============================] - 0s 17ms/step >5, 383/693, d1=0.652, d2=0.688 g=0.765 2/2 [==============================] - 0s 21ms/step >5, 384/693, d1=0.642, d2=0.704 g=0.776 2/2 [==============================] - 0s 20ms/step >5, 385/693, d1=0.634, d2=0.721 g=0.790 2/2 [==============================] - 0s 18ms/step >5, 386/693, d1=0.694, d2=0.700 g=0.784 2/2 [==============================] - 0s 18ms/step >5, 387/693, d1=0.681, d2=0.703 g=0.777 2/2 [==============================] - 0s 18ms/step >5, 388/693, d1=0.662, d2=0.708 g=0.774 2/2 [==============================] - 0s 17ms/step >5, 389/693, d1=0.678, d2=0.699 g=0.776 2/2 [==============================] - 0s 19ms/step >5, 390/693, d1=0.689, d2=0.681 g=0.781 2/2 [==============================] - 0s 17ms/step >5, 391/693, d1=0.676, d2=0.661 g=0.780 2/2 [==============================] - 0s 18ms/step >5, 392/693, d1=0.660, d2=0.678 g=0.785 2/2 [==============================] - 0s 19ms/step >5, 393/693, d1=0.653, d2=0.674 g=0.780 2/2 [==============================] - 0s 17ms/step >5, 394/693, d1=0.651, d2=0.714 g=0.791 2/2 [==============================] - 0s 19ms/step >5, 395/693, d1=0.693, d2=0.666 g=0.779 2/2 [==============================] - 0s 19ms/step >5, 396/693, d1=0.670, d2=0.717 g=0.788 2/2 [==============================] - 0s 20ms/step >5, 397/693, d1=0.691, d2=0.667 g=0.797 2/2 [==============================] - 0s 18ms/step >5, 398/693, d1=0.667, d2=0.676 g=0.803 2/2 [==============================] - 0s 17ms/step >5, 399/693, d1=0.703, d2=0.662 g=0.805 2/2 [==============================] - 0s 17ms/step >5, 400/693, d1=0.648, d2=0.664 g=0.799 2/2 [==============================] - 0s 20ms/step >5, 401/693, d1=0.677, d2=0.691 g=0.794 2/2 [==============================] - 0s 19ms/step >5, 402/693, d1=0.679, d2=0.670 g=0.781 2/2 [==============================] - 0s 20ms/step >5, 403/693, d1=0.676, d2=0.671 g=0.810 2/2 [==============================] - 0s 18ms/step >5, 404/693, d1=0.655, d2=0.698 g=0.811 2/2 [==============================] - 0s 19ms/step >5, 405/693, d1=0.664, d2=0.694 g=0.788 2/2 [==============================] - 0s 18ms/step >5, 406/693, d1=0.672, d2=0.681 g=0.782 2/2 [==============================] - 0s 17ms/step >5, 407/693, d1=0.687, d2=0.680 g=0.816 2/2 [==============================] - 0s 20ms/step >5, 408/693, d1=0.701, d2=0.683 g=0.824 2/2 [==============================] - 0s 18ms/step >5, 409/693, d1=0.705, d2=0.633 g=0.837 2/2 [==============================] - 0s 19ms/step >5, 410/693, d1=0.682, d2=0.669 g=0.807 2/2 [==============================] - 0s 18ms/step >5, 411/693, d1=0.642, d2=0.678 g=0.797 2/2 [==============================] - 0s 21ms/step >5, 412/693, d1=0.696, d2=0.668 g=0.802 2/2 [==============================] - 0s 19ms/step >5, 413/693, d1=0.676, d2=0.693 g=0.822 2/2 [==============================] - 0s 20ms/step >5, 414/693, d1=0.699, d2=0.651 g=0.826 2/2 [==============================] - 0s 20ms/step >5, 415/693, d1=0.653, d2=0.693 g=0.791 2/2 [==============================] - 0s 18ms/step >5, 416/693, d1=0.664, d2=0.679 g=0.811 2/2 [==============================] - 0s 17ms/step >5, 417/693, d1=0.669, d2=0.670 g=0.796 2/2 [==============================] - 0s 18ms/step >5, 418/693, d1=0.710, d2=0.661 g=0.785 2/2 [==============================] - 0s 17ms/step >5, 419/693, d1=0.650, d2=0.673 g=0.788 2/2 [==============================] - 0s 20ms/step >5, 420/693, d1=0.660, d2=0.685 g=0.760 2/2 [==============================] - 0s 20ms/step >5, 421/693, d1=0.653, d2=0.715 g=0.788 2/2 [==============================] - 0s 20ms/step >5, 422/693, d1=0.653, d2=0.675 g=0.779 2/2 [==============================] - 0s 18ms/step >5, 423/693, d1=0.703, d2=0.683 g=0.796 2/2 [==============================] - 0s 19ms/step >5, 424/693, d1=0.690, d2=0.636 g=0.804 2/2 [==============================] - 0s 20ms/step >5, 425/693, d1=0.664, d2=0.709 g=0.809 2/2 [==============================] - 0s 19ms/step >5, 426/693, d1=0.674, d2=0.661 g=0.807 2/2 [==============================] - 0s 22ms/step >5, 427/693, d1=0.682, d2=0.645 g=0.814 2/2 [==============================] - 0s 19ms/step >5, 428/693, d1=0.674, d2=0.660 g=0.788 2/2 [==============================] - 0s 21ms/step >5, 429/693, d1=0.672, d2=0.671 g=0.794 2/2 [==============================] - 0s 19ms/step >5, 430/693, d1=0.701, d2=0.706 g=0.779 2/2 [==============================] - 0s 22ms/step >5, 431/693, d1=0.609, d2=0.686 g=0.786 2/2 [==============================] - 0s 20ms/step >5, 432/693, d1=0.647, d2=0.696 g=0.778 2/2 [==============================] - 0s 18ms/step >5, 433/693, d1=0.676, d2=0.708 g=0.767 2/2 [==============================] - 0s 19ms/step >5, 434/693, d1=0.651, d2=0.697 g=0.788 2/2 [==============================] - 0s 19ms/step >5, 435/693, d1=0.646, d2=0.701 g=0.804 2/2 [==============================] - 0s 19ms/step >5, 436/693, d1=0.645, d2=0.659 g=0.826 2/2 [==============================] - 0s 20ms/step >5, 437/693, d1=0.737, d2=0.664 g=0.845 2/2 [==============================] - 0s 17ms/step >5, 438/693, d1=0.715, d2=0.637 g=0.854 2/2 [==============================] - 0s 18ms/step >5, 439/693, d1=0.726, d2=0.603 g=0.817 2/2 [==============================] - 0s 18ms/step >5, 440/693, d1=0.721, d2=0.653 g=0.785 2/2 [==============================] - 0s 18ms/step >5, 441/693, d1=0.707, d2=0.654 g=0.786 2/2 [==============================] - 0s 17ms/step >5, 442/693, d1=0.663, d2=0.685 g=0.760 2/2 [==============================] - 0s 20ms/step >5, 443/693, d1=0.635, d2=0.697 g=0.765 2/2 [==============================] - 0s 22ms/step >5, 444/693, d1=0.657, d2=0.702 g=0.775 2/2 [==============================] - 0s 17ms/step >5, 445/693, d1=0.692, d2=0.673 g=0.755 2/2 [==============================] - 0s 17ms/step >5, 446/693, d1=0.653, d2=0.702 g=0.789 2/2 [==============================] - 0s 16ms/step >5, 447/693, d1=0.678, d2=0.674 g=0.770 2/2 [==============================] - 0s 17ms/step >5, 448/693, d1=0.667, d2=0.686 g=0.797 2/2 [==============================] - 0s 18ms/step >5, 449/693, d1=0.689, d2=0.672 g=0.808 2/2 [==============================] - 0s 18ms/step >5, 450/693, d1=0.653, d2=0.646 g=0.797 2/2 [==============================] - 0s 17ms/step >5, 451/693, d1=0.674, d2=0.670 g=0.784 2/2 [==============================] - 0s 18ms/step >5, 452/693, d1=0.680, d2=0.709 g=0.785 2/2 [==============================] - 0s 22ms/step >5, 453/693, d1=0.652, d2=0.698 g=0.774 2/2 [==============================] - 0s 19ms/step >5, 454/693, d1=0.684, d2=0.711 g=0.797 2/2 [==============================] - 0s 18ms/step >5, 455/693, d1=0.659, d2=0.665 g=0.795 2/2 [==============================] - 0s 19ms/step >5, 456/693, d1=0.660, d2=0.681 g=0.807 2/2 [==============================] - 0s 18ms/step >5, 457/693, d1=0.704, d2=0.668 g=0.784 2/2 [==============================] - 0s 18ms/step >5, 458/693, d1=0.680, d2=0.667 g=0.787 2/2 [==============================] - 0s 18ms/step >5, 459/693, d1=0.661, d2=0.733 g=0.785 2/2 [==============================] - 0s 17ms/step >5, 460/693, d1=0.654, d2=0.687 g=0.797 2/2 [==============================] - 0s 17ms/step >5, 461/693, d1=0.652, d2=0.696 g=0.776 2/2 [==============================] - 0s 19ms/step >5, 462/693, d1=0.671, d2=0.688 g=0.788 2/2 [==============================] - 0s 22ms/step >5, 463/693, d1=0.661, d2=0.675 g=0.784 2/2 [==============================] - 0s 20ms/step >5, 464/693, d1=0.648, d2=0.691 g=0.797 2/2 [==============================] - 0s 17ms/step >5, 465/693, d1=0.660, d2=0.691 g=0.792 2/2 [==============================] - 0s 17ms/step >5, 466/693, d1=0.663, d2=0.672 g=0.791 2/2 [==============================] - 0s 18ms/step >5, 467/693, d1=0.699, d2=0.711 g=0.791 2/2 [==============================] - 0s 18ms/step >5, 468/693, d1=0.677, d2=0.665 g=0.794 2/2 [==============================] - 0s 17ms/step >5, 469/693, d1=0.697, d2=0.662 g=0.776 2/2 [==============================] - 0s 17ms/step >5, 470/693, d1=0.661, d2=0.678 g=0.771 2/2 [==============================] - 0s 17ms/step >5, 471/693, d1=0.654, d2=0.680 g=0.767 2/2 [==============================] - 0s 17ms/step >5, 472/693, d1=0.626, d2=0.708 g=0.785 2/2 [==============================] - 0s 22ms/step >5, 473/693, d1=0.663, d2=0.704 g=0.778 2/2 [==============================] - 0s 19ms/step >5, 474/693, d1=0.662, d2=0.660 g=0.794 2/2 [==============================] - 0s 18ms/step >5, 475/693, d1=0.692, d2=0.685 g=0.807 2/2 [==============================] - 0s 17ms/step >5, 476/693, d1=0.662, d2=0.688 g=0.813 2/2 [==============================] - 0s 19ms/step >5, 477/693, d1=0.687, d2=0.669 g=0.764 2/2 [==============================] - 0s 20ms/step >5, 478/693, d1=0.646, d2=0.696 g=0.754 2/2 [==============================] - 0s 18ms/step >5, 479/693, d1=0.650, d2=0.718 g=0.769 2/2 [==============================] - 0s 18ms/step >5, 480/693, d1=0.665, d2=0.692 g=0.812 2/2 [==============================] - 0s 18ms/step >5, 481/693, d1=0.679, d2=0.668 g=0.787 2/2 [==============================] - 0s 18ms/step >5, 482/693, d1=0.652, d2=0.714 g=0.795 2/2 [==============================] - 0s 18ms/step >5, 483/693, d1=0.692, d2=0.697 g=0.766 2/2 [==============================] - 0s 19ms/step >5, 484/693, d1=0.657, d2=0.706 g=0.780 2/2 [==============================] - 0s 17ms/step >5, 485/693, d1=0.655, d2=0.675 g=0.791 2/2 [==============================] - 0s 18ms/step >5, 486/693, d1=0.672, d2=0.692 g=0.808 2/2 [==============================] - 0s 17ms/step >5, 487/693, d1=0.669, d2=0.656 g=0.811 2/2 [==============================] - 0s 18ms/step >5, 488/693, d1=0.695, d2=0.693 g=0.807 2/2 [==============================] - 0s 17ms/step >5, 489/693, d1=0.675, d2=0.654 g=0.841 2/2 [==============================] - 0s 18ms/step >5, 490/693, d1=0.714, d2=0.679 g=0.824 2/2 [==============================] - 0s 17ms/step >5, 491/693, d1=0.668, d2=0.705 g=0.805 2/2 [==============================] - 0s 19ms/step >5, 492/693, d1=0.716, d2=0.652 g=0.852 2/2 [==============================] - 0s 19ms/step >5, 493/693, d1=0.727, d2=0.626 g=0.836 2/2 [==============================] - 0s 19ms/step >5, 494/693, d1=0.672, d2=0.634 g=0.813 2/2 [==============================] - 0s 19ms/step >5, 495/693, d1=0.672, d2=0.681 g=0.784 2/2 [==============================] - 0s 19ms/step >5, 496/693, d1=0.657, d2=0.678 g=0.771 2/2 [==============================] - 0s 18ms/step >5, 497/693, d1=0.676, d2=0.689 g=0.806 2/2 [==============================] - 0s 18ms/step >5, 498/693, d1=0.676, d2=0.666 g=0.808 2/2 [==============================] - 0s 17ms/step >5, 499/693, d1=0.650, d2=0.669 g=0.819 2/2 [==============================] - 0s 18ms/step >5, 500/693, d1=0.657, d2=0.691 g=0.769 2/2 [==============================] - 0s 18ms/step >5, 501/693, d1=0.686, d2=0.714 g=0.789 2/2 [==============================] - 0s 18ms/step >5, 502/693, d1=0.678, d2=0.671 g=0.802 2/2 [==============================] - 0s 20ms/step >5, 503/693, d1=0.647, d2=0.678 g=0.800 2/2 [==============================] - 0s 19ms/step >5, 504/693, d1=0.678, d2=0.684 g=0.762 2/2 [==============================] - 0s 19ms/step >5, 505/693, d1=0.637, d2=0.701 g=0.794 2/2 [==============================] - 0s 18ms/step >5, 506/693, d1=0.649, d2=0.669 g=0.816 2/2 [==============================] - 0s 18ms/step >5, 507/693, d1=0.649, d2=0.650 g=0.856 2/2 [==============================] - 0s 18ms/step >5, 508/693, d1=0.708, d2=0.636 g=0.817 2/2 [==============================] - 0s 17ms/step >5, 509/693, d1=0.661, d2=0.720 g=0.780 2/2 [==============================] - 0s 17ms/step >5, 510/693, d1=0.689, d2=0.720 g=0.816 2/2 [==============================] - 0s 17ms/step >5, 511/693, d1=0.684, d2=0.656 g=0.842 2/2 [==============================] - 0s 17ms/step >5, 512/693, d1=0.698, d2=0.659 g=0.856 2/2 [==============================] - 0s 19ms/step >5, 513/693, d1=0.701, d2=0.628 g=0.795 2/2 [==============================] - 0s 19ms/step >5, 514/693, d1=0.692, d2=0.630 g=0.802 2/2 [==============================] - 0s 19ms/step >5, 515/693, d1=0.700, d2=0.695 g=0.772 2/2 [==============================] - 0s 17ms/step >5, 516/693, d1=0.675, d2=0.678 g=0.794 2/2 [==============================] - 0s 17ms/step >5, 517/693, d1=0.653, d2=0.665 g=0.823 2/2 [==============================] - 0s 20ms/step >5, 518/693, d1=0.658, d2=0.642 g=0.801 2/2 [==============================] - 0s 17ms/step >5, 519/693, d1=0.653, d2=0.732 g=0.752 2/2 [==============================] - 0s 18ms/step >5, 520/693, d1=0.658, d2=0.675 g=0.783 2/2 [==============================] - 0s 16ms/step >5, 521/693, d1=0.669, d2=0.707 g=0.783 2/2 [==============================] - 0s 18ms/step >5, 522/693, d1=0.632, d2=0.687 g=0.800 2/2 [==============================] - 0s 20ms/step >5, 523/693, d1=0.680, d2=0.674 g=0.779 2/2 [==============================] - 0s 20ms/step >5, 524/693, d1=0.684, d2=0.709 g=0.781 2/2 [==============================] - 0s 16ms/step >5, 525/693, d1=0.658, d2=0.692 g=0.764 2/2 [==============================] - 0s 18ms/step >5, 526/693, d1=0.681, d2=0.668 g=0.785 2/2 [==============================] - 0s 18ms/step >5, 527/693, d1=0.671, d2=0.674 g=0.814 2/2 [==============================] - 0s 21ms/step >5, 528/693, d1=0.662, d2=0.670 g=0.803 2/2 [==============================] - 0s 17ms/step >5, 529/693, d1=0.659, d2=0.685 g=0.777 2/2 [==============================] - 0s 17ms/step >5, 530/693, d1=0.697, d2=0.757 g=0.791 2/2 [==============================] - 0s 16ms/step >5, 531/693, d1=0.702, d2=0.662 g=0.801 2/2 [==============================] - 0s 18ms/step >5, 532/693, d1=0.670, d2=0.673 g=0.801 2/2 [==============================] - 0s 21ms/step >5, 533/693, d1=0.666, d2=0.682 g=0.769 2/2 [==============================] - 0s 19ms/step >5, 534/693, d1=0.669, d2=0.708 g=0.780 2/2 [==============================] - 0s 19ms/step >5, 535/693, d1=0.657, d2=0.672 g=0.779 2/2 [==============================] - 0s 18ms/step >5, 536/693, d1=0.642, d2=0.674 g=0.801 2/2 [==============================] - 0s 19ms/step >5, 537/693, d1=0.676, d2=0.687 g=0.788 2/2 [==============================] - 0s 18ms/step >5, 538/693, d1=0.685, d2=0.693 g=0.814 2/2 [==============================] - 0s 17ms/step >5, 539/693, d1=0.703, d2=0.647 g=0.810 2/2 [==============================] - 0s 19ms/step >5, 540/693, d1=0.718, d2=0.665 g=0.825 2/2 [==============================] - 0s 20ms/step >5, 541/693, d1=0.703, d2=0.631 g=0.775 2/2 [==============================] - 0s 20ms/step >5, 542/693, d1=0.649, d2=0.686 g=0.769 2/2 [==============================] - 0s 23ms/step >5, 543/693, d1=0.661, d2=0.699 g=0.742 2/2 [==============================] - 0s 24ms/step >5, 544/693, d1=0.650, d2=0.741 g=0.759 2/2 [==============================] - 0s 20ms/step >5, 545/693, d1=0.623, d2=0.719 g=0.746 2/2 [==============================] - 0s 19ms/step >5, 546/693, d1=0.689, d2=0.674 g=0.792 2/2 [==============================] - 0s 21ms/step >5, 547/693, d1=0.673, d2=0.683 g=0.796 2/2 [==============================] - 0s 21ms/step >5, 548/693, d1=0.662, d2=0.636 g=0.786 2/2 [==============================] - 0s 21ms/step >5, 549/693, d1=0.682, d2=0.688 g=0.802 2/2 [==============================] - 0s 21ms/step >5, 550/693, d1=0.674, d2=0.672 g=0.804 2/2 [==============================] - 0s 19ms/step >5, 551/693, d1=0.641, d2=0.677 g=0.785 2/2 [==============================] - 0s 21ms/step >5, 552/693, d1=0.657, d2=0.684 g=0.781 2/2 [==============================] - 0s 21ms/step >5, 553/693, d1=0.689, d2=0.711 g=0.775 2/2 [==============================] - 0s 22ms/step >5, 554/693, d1=0.653, d2=0.696 g=0.782 2/2 [==============================] - 0s 20ms/step >5, 555/693, d1=0.659, d2=0.678 g=0.796 2/2 [==============================] - 0s 19ms/step >5, 556/693, d1=0.677, d2=0.671 g=0.792 2/2 [==============================] - 0s 20ms/step >5, 557/693, d1=0.671, d2=0.672 g=0.801 2/2 [==============================] - 0s 18ms/step >5, 558/693, d1=0.655, d2=0.668 g=0.803 2/2 [==============================] - 0s 18ms/step >5, 559/693, d1=0.685, d2=0.661 g=0.806 2/2 [==============================] - 0s 17ms/step >5, 560/693, d1=0.667, d2=0.673 g=0.761 2/2 [==============================] - 0s 21ms/step >5, 561/693, d1=0.675, d2=0.702 g=0.801 2/2 [==============================] - 0s 21ms/step >5, 562/693, d1=0.662, d2=0.670 g=0.780 2/2 [==============================] - 0s 18ms/step >5, 563/693, d1=0.695, d2=0.669 g=0.788 2/2 [==============================] - 0s 19ms/step >5, 564/693, d1=0.649, d2=0.695 g=0.786 2/2 [==============================] - 0s 19ms/step >5, 565/693, d1=0.656, d2=0.695 g=0.781 2/2 [==============================] - 0s 17ms/step >5, 566/693, d1=0.632, d2=0.699 g=0.780 2/2 [==============================] - 0s 18ms/step >5, 567/693, d1=0.669, d2=0.687 g=0.784 2/2 [==============================] - 0s 17ms/step >5, 568/693, d1=0.681, d2=0.685 g=0.784 2/2 [==============================] - 0s 18ms/step >5, 569/693, d1=0.700, d2=0.675 g=0.780 2/2 [==============================] - 0s 18ms/step >5, 570/693, d1=0.669, d2=0.682 g=0.784 2/2 [==============================] - 0s 23ms/step >5, 571/693, d1=0.648, d2=0.669 g=0.794 2/2 [==============================] - 0s 19ms/step >5, 572/693, d1=0.655, d2=0.698 g=0.780 2/2 [==============================] - 0s 18ms/step >5, 573/693, d1=0.684, d2=0.677 g=0.797 2/2 [==============================] - 0s 19ms/step >5, 574/693, d1=0.696, d2=0.697 g=0.818 2/2 [==============================] - 0s 17ms/step >5, 575/693, d1=0.666, d2=0.684 g=0.805 2/2 [==============================] - 0s 17ms/step >5, 576/693, d1=0.701, d2=0.686 g=0.791 2/2 [==============================] - 0s 18ms/step >5, 577/693, d1=0.673, d2=0.661 g=0.799 2/2 [==============================] - 0s 18ms/step >5, 578/693, d1=0.682, d2=0.665 g=0.786 2/2 [==============================] - 0s 19ms/step >5, 579/693, d1=0.706, d2=0.667 g=0.749 2/2 [==============================] - 0s 18ms/step >5, 580/693, d1=0.657, d2=0.701 g=0.775 2/2 [==============================] - 0s 20ms/step >5, 581/693, d1=0.690, d2=0.662 g=0.790 2/2 [==============================] - 0s 20ms/step >5, 582/693, d1=0.681, d2=0.681 g=0.774 2/2 [==============================] - 0s 18ms/step >5, 583/693, d1=0.694, d2=0.673 g=0.791 2/2 [==============================] - 0s 18ms/step >5, 584/693, d1=0.670, d2=0.675 g=0.777 2/2 [==============================] - 0s 17ms/step >5, 585/693, d1=0.667, d2=0.672 g=0.760 2/2 [==============================] - 0s 17ms/step >5, 586/693, d1=0.670, d2=0.689 g=0.793 2/2 [==============================] - 0s 17ms/step >5, 587/693, d1=0.645, d2=0.692 g=0.776 2/2 [==============================] - 0s 18ms/step >5, 588/693, d1=0.657, d2=0.689 g=0.772 2/2 [==============================] - 0s 17ms/step >5, 589/693, d1=0.662, d2=0.706 g=0.791 2/2 [==============================] - 0s 18ms/step >5, 590/693, d1=0.671, d2=0.675 g=0.761 2/2 [==============================] - 0s 19ms/step >5, 591/693, d1=0.668, d2=0.703 g=0.784 2/2 [==============================] - 0s 20ms/step >5, 592/693, d1=0.652, d2=0.693 g=0.774 2/2 [==============================] - 0s 17ms/step >5, 593/693, d1=0.675, d2=0.667 g=0.774 2/2 [==============================] - 0s 18ms/step >5, 594/693, d1=0.669, d2=0.679 g=0.761 2/2 [==============================] - 0s 18ms/step >5, 595/693, d1=0.640, d2=0.682 g=0.765 2/2 [==============================] - 0s 16ms/step >5, 596/693, d1=0.638, d2=0.697 g=0.754 2/2 [==============================] - 0s 20ms/step >5, 597/693, d1=0.663, d2=0.694 g=0.756 2/2 [==============================] - 0s 18ms/step >5, 598/693, d1=0.663, d2=0.717 g=0.785 2/2 [==============================] - 0s 17ms/step >5, 599/693, d1=0.664, d2=0.708 g=0.776 2/2 [==============================] - 0s 16ms/step >5, 600/693, d1=0.675, d2=0.694 g=0.791 2/2 [==============================] - 0s 21ms/step >5, 601/693, d1=0.662, d2=0.656 g=0.793 2/2 [==============================] - 0s 22ms/step >5, 602/693, d1=0.709, d2=0.683 g=0.759 2/2 [==============================] - 0s 19ms/step >5, 603/693, d1=0.678, d2=0.730 g=0.792 2/2 [==============================] - 0s 19ms/step >5, 604/693, d1=0.670, d2=0.670 g=0.813 2/2 [==============================] - 0s 18ms/step >5, 605/693, d1=0.699, d2=0.670 g=0.794 2/2 [==============================] - 0s 17ms/step >5, 606/693, d1=0.667, d2=0.710 g=0.763 2/2 [==============================] - 0s 18ms/step >5, 607/693, d1=0.633, d2=0.695 g=0.768 2/2 [==============================] - 0s 18ms/step >5, 608/693, d1=0.663, d2=0.700 g=0.808 2/2 [==============================] - 0s 18ms/step >5, 609/693, d1=0.660, d2=0.665 g=0.803 2/2 [==============================] - 0s 18ms/step >5, 610/693, d1=0.666, d2=0.671 g=0.768 2/2 [==============================] - 0s 20ms/step >5, 611/693, d1=0.682, d2=0.709 g=0.757 2/2 [==============================] - 0s 20ms/step >5, 612/693, d1=0.641, d2=0.697 g=0.737 2/2 [==============================] - 0s 18ms/step >5, 613/693, d1=0.662, d2=0.669 g=0.769 2/2 [==============================] - 0s 18ms/step >5, 614/693, d1=0.667, d2=0.676 g=0.778 2/2 [==============================] - 0s 16ms/step >5, 615/693, d1=0.665, d2=0.680 g=0.783 2/2 [==============================] - 0s 17ms/step >5, 616/693, d1=0.677, d2=0.663 g=0.784 2/2 [==============================] - 0s 18ms/step >5, 617/693, d1=0.656, d2=0.649 g=0.810 2/2 [==============================] - 0s 19ms/step >5, 618/693, d1=0.709, d2=0.686 g=0.765 2/2 [==============================] - 0s 18ms/step >5, 619/693, d1=0.655, d2=0.691 g=0.766 2/2 [==============================] - 0s 18ms/step >5, 620/693, d1=0.666, d2=0.675 g=0.779 2/2 [==============================] - 0s 19ms/step >5, 621/693, d1=0.664, d2=0.694 g=0.783 2/2 [==============================] - 0s 19ms/step >5, 622/693, d1=0.685, d2=0.673 g=0.787 2/2 [==============================] - 0s 18ms/step >5, 623/693, d1=0.703, d2=0.658 g=0.815 2/2 [==============================] - 0s 17ms/step >5, 624/693, d1=0.662, d2=0.704 g=0.784 2/2 [==============================] - 0s 17ms/step >5, 625/693, d1=0.696, d2=0.674 g=0.816 2/2 [==============================] - 0s 18ms/step >5, 626/693, d1=0.702, d2=0.674 g=0.797 2/2 [==============================] - 0s 17ms/step >5, 627/693, d1=0.701, d2=0.651 g=0.791 2/2 [==============================] - 0s 18ms/step >5, 628/693, d1=0.704, d2=0.659 g=0.785 2/2 [==============================] - 0s 19ms/step >5, 629/693, d1=0.670, d2=0.669 g=0.801 2/2 [==============================] - 0s 17ms/step >5, 630/693, d1=0.667, d2=0.672 g=0.792 2/2 [==============================] - 0s 20ms/step >5, 631/693, d1=0.678, d2=0.681 g=0.757 2/2 [==============================] - 0s 17ms/step >5, 632/693, d1=0.679, d2=0.685 g=0.779 2/2 [==============================] - 0s 18ms/step >5, 633/693, d1=0.626, d2=0.703 g=0.759 2/2 [==============================] - 0s 17ms/step >5, 634/693, d1=0.636, d2=0.705 g=0.769 2/2 [==============================] - 0s 17ms/step >5, 635/693, d1=0.649, d2=0.696 g=0.747 2/2 [==============================] - 0s 18ms/step >5, 636/693, d1=0.655, d2=0.682 g=0.762 2/2 [==============================] - 0s 21ms/step >5, 637/693, d1=0.639, d2=0.692 g=0.774 2/2 [==============================] - 0s 18ms/step >5, 638/693, d1=0.678, d2=0.698 g=0.759 2/2 [==============================] - 0s 18ms/step >5, 639/693, d1=0.672, d2=0.706 g=0.768 2/2 [==============================] - 0s 18ms/step >5, 640/693, d1=0.658, d2=0.734 g=0.772 2/2 [==============================] - 0s 17ms/step >5, 641/693, d1=0.645, d2=0.684 g=0.762 2/2 [==============================] - 0s 19ms/step >5, 642/693, d1=0.687, d2=0.743 g=0.786 2/2 [==============================] - 0s 17ms/step >5, 643/693, d1=0.666, d2=0.658 g=0.820 2/2 [==============================] - 0s 18ms/step >5, 644/693, d1=0.707, d2=0.665 g=0.829 2/2 [==============================] - 0s 18ms/step >5, 645/693, d1=0.687, d2=0.657 g=0.823 2/2 [==============================] - 0s 18ms/step >5, 646/693, d1=0.702, d2=0.685 g=0.817 2/2 [==============================] - 0s 17ms/step >5, 647/693, d1=0.686, d2=0.636 g=0.781 2/2 [==============================] - 0s 18ms/step >5, 648/693, d1=0.684, d2=0.682 g=0.778 2/2 [==============================] - 0s 19ms/step >5, 649/693, d1=0.668, d2=0.680 g=0.788 2/2 [==============================] - 0s 18ms/step >5, 650/693, d1=0.675, d2=0.697 g=0.787 2/2 [==============================] - 0s 20ms/step >5, 651/693, d1=0.670, d2=0.655 g=0.787 2/2 [==============================] - 0s 18ms/step >5, 652/693, d1=0.691, d2=0.688 g=0.761 2/2 [==============================] - 0s 20ms/step >5, 653/693, d1=0.652, d2=0.687 g=0.759 2/2 [==============================] - 0s 20ms/step >5, 654/693, d1=0.693, d2=0.686 g=0.768 2/2 [==============================] - 0s 17ms/step >5, 655/693, d1=0.643, d2=0.683 g=0.768 2/2 [==============================] - 0s 22ms/step >5, 656/693, d1=0.670, d2=0.697 g=0.793 2/2 [==============================] - 0s 20ms/step >5, 657/693, d1=0.658, d2=0.661 g=0.780 2/2 [==============================] - 0s 19ms/step >5, 658/693, d1=0.692, d2=0.695 g=0.787 2/2 [==============================] - 0s 20ms/step >5, 659/693, d1=0.689, d2=0.684 g=0.807 2/2 [==============================] - 0s 21ms/step >5, 660/693, d1=0.690, d2=0.680 g=0.811 2/2 [==============================] - 0s 18ms/step >5, 661/693, d1=0.722, d2=0.640 g=0.819 2/2 [==============================] - 0s 19ms/step >5, 662/693, d1=0.721, d2=0.633 g=0.783 2/2 [==============================] - 0s 20ms/step >5, 663/693, d1=0.666, d2=0.661 g=0.773 2/2 [==============================] - 0s 20ms/step >5, 664/693, d1=0.689, d2=0.644 g=0.796 2/2 [==============================] - 0s 22ms/step >5, 665/693, d1=0.680, d2=0.667 g=0.770 2/2 [==============================] - 0s 20ms/step >5, 666/693, d1=0.679, d2=0.706 g=0.782 2/2 [==============================] - 0s 21ms/step >5, 667/693, d1=0.673, d2=0.674 g=0.785 2/2 [==============================] - 0s 20ms/step >5, 668/693, d1=0.645, d2=0.667 g=0.776 2/2 [==============================] - 0s 19ms/step >5, 669/693, d1=0.688, d2=0.688 g=0.813 2/2 [==============================] - 0s 18ms/step >5, 670/693, d1=0.703, d2=0.672 g=0.769 2/2 [==============================] - 0s 19ms/step >5, 671/693, d1=0.671, d2=0.663 g=0.820 2/2 [==============================] - 0s 21ms/step >5, 672/693, d1=0.687, d2=0.626 g=0.798 2/2 [==============================] - 0s 22ms/step >5, 673/693, d1=0.683, d2=0.687 g=0.784 2/2 [==============================] - 0s 19ms/step >5, 674/693, d1=0.695, d2=0.675 g=0.818 2/2 [==============================] - 0s 20ms/step >5, 675/693, d1=0.655, d2=0.649 g=0.832 2/2 [==============================] - 0s 20ms/step >5, 676/693, d1=0.689, d2=0.653 g=0.819 2/2 [==============================] - 0s 17ms/step >5, 677/693, d1=0.680, d2=0.744 g=0.782 2/2 [==============================] - 0s 17ms/step >5, 678/693, d1=0.691, d2=0.659 g=0.826 2/2 [==============================] - 0s 17ms/step >5, 679/693, d1=0.717, d2=0.644 g=0.834 2/2 [==============================] - 0s 18ms/step >5, 680/693, d1=0.688, d2=0.643 g=0.816 2/2 [==============================] - 0s 18ms/step >5, 681/693, d1=0.692, d2=0.670 g=0.776 2/2 [==============================] - 0s 16ms/step >5, 682/693, d1=0.638, d2=0.690 g=0.752 2/2 [==============================] - 0s 18ms/step >5, 683/693, d1=0.618, d2=0.726 g=0.768 2/2 [==============================] - 0s 17ms/step >5, 684/693, d1=0.656, d2=0.677 g=0.775 2/2 [==============================] - 0s 20ms/step >5, 685/693, d1=0.668, d2=0.700 g=0.790 2/2 [==============================] - 0s 20ms/step >5, 686/693, d1=0.618, d2=0.641 g=0.804 2/2 [==============================] - 0s 18ms/step >5, 687/693, d1=0.649, d2=0.673 g=0.775 2/2 [==============================] - 0s 21ms/step >5, 688/693, d1=0.665, d2=0.725 g=0.755 2/2 [==============================] - 0s 18ms/step >5, 689/693, d1=0.663, d2=0.695 g=0.771 2/2 [==============================] - 0s 19ms/step >5, 690/693, d1=0.651, d2=0.695 g=0.769 2/2 [==============================] - 0s 18ms/step >5, 691/693, d1=0.641, d2=0.705 g=0.763 2/2 [==============================] - 0s 18ms/step >5, 692/693, d1=0.685, d2=0.688 g=0.771 2/2 [==============================] - 0s 19ms/step >5, 693/693, d1=0.670, d2=0.685 g=0.762 2/2 [==============================] - 0s 17ms/step >6, 1/693, d1=0.639, d2=0.697 g=0.785 2/2 [==============================] - 0s 19ms/step >6, 2/693, d1=0.660, d2=0.696 g=0.816 2/2 [==============================] - 0s 17ms/step >6, 3/693, d1=0.732, d2=0.674 g=0.808 2/2 [==============================] - 0s 17ms/step >6, 4/693, d1=0.694, d2=0.641 g=0.814 2/2 [==============================] - 0s 17ms/step >6, 5/693, d1=0.691, d2=0.662 g=0.795 2/2 [==============================] - 0s 20ms/step >6, 6/693, d1=0.705, d2=0.669 g=0.772 2/2 [==============================] - 0s 17ms/step >6, 7/693, d1=0.671, d2=0.703 g=0.787 2/2 [==============================] - 0s 18ms/step >6, 8/693, d1=0.682, d2=0.689 g=0.781 2/2 [==============================] - 0s 17ms/step >6, 9/693, d1=0.677, d2=0.659 g=0.765 2/2 [==============================] - 0s 18ms/step >6, 10/693, d1=0.636, d2=0.682 g=0.780 2/2 [==============================] - 0s 16ms/step >6, 11/693, d1=0.695, d2=0.678 g=0.800 2/2 [==============================] - 0s 20ms/step >6, 12/693, d1=0.706, d2=0.659 g=0.790 2/2 [==============================] - 0s 18ms/step >6, 13/693, d1=0.669, d2=0.674 g=0.789 2/2 [==============================] - 0s 18ms/step >6, 14/693, d1=0.652, d2=0.676 g=0.774 2/2 [==============================] - 0s 18ms/step >6, 15/693, d1=0.717, d2=0.693 g=0.769 2/2 [==============================] - 0s 20ms/step >6, 16/693, d1=0.681, d2=0.672 g=0.783 2/2 [==============================] - 0s 17ms/step >6, 17/693, d1=0.686, d2=0.687 g=0.774 2/2 [==============================] - 0s 19ms/step >6, 18/693, d1=0.683, d2=0.698 g=0.768 2/2 [==============================] - 0s 17ms/step >6, 19/693, d1=0.698, d2=0.695 g=0.753 2/2 [==============================] - 0s 18ms/step >6, 20/693, d1=0.651, d2=0.687 g=0.754 2/2 [==============================] - 0s 18ms/step >6, 21/693, d1=0.695, d2=0.673 g=0.771 2/2 [==============================] - 0s 18ms/step >6, 22/693, d1=0.657, d2=0.678 g=0.772 2/2 [==============================] - 0s 20ms/step >6, 23/693, d1=0.633, d2=0.685 g=0.767 2/2 [==============================] - 0s 18ms/step >6, 24/693, d1=0.665, d2=0.697 g=0.787 2/2 [==============================] - 0s 19ms/step >6, 25/693, d1=0.671, d2=0.675 g=0.763 2/2 [==============================] - 0s 17ms/step >6, 26/693, d1=0.639, d2=0.687 g=0.785 2/2 [==============================] - 0s 17ms/step >6, 27/693, d1=0.668, d2=0.686 g=0.779 2/2 [==============================] - 0s 17ms/step >6, 28/693, d1=0.667, d2=0.688 g=0.786 2/2 [==============================] - 0s 17ms/step >6, 29/693, d1=0.671, d2=0.680 g=0.807 2/2 [==============================] - 0s 17ms/step >6, 30/693, d1=0.689, d2=0.673 g=0.785 2/2 [==============================] - 0s 18ms/step >6, 31/693, d1=0.690, d2=0.679 g=0.796 2/2 [==============================] - 0s 20ms/step >6, 32/693, d1=0.695, d2=0.681 g=0.780 2/2 [==============================] - 0s 19ms/step >6, 33/693, d1=0.688, d2=0.695 g=0.775 2/2 [==============================] - 0s 16ms/step >6, 34/693, d1=0.675, d2=0.682 g=0.767 2/2 [==============================] - 0s 18ms/step >6, 35/693, d1=0.668, d2=0.687 g=0.785 2/2 [==============================] - 0s 18ms/step >6, 36/693, d1=0.676, d2=0.701 g=0.782 2/2 [==============================] - 0s 17ms/step >6, 37/693, d1=0.656, d2=0.718 g=0.785 2/2 [==============================] - 0s 17ms/step >6, 38/693, d1=0.662, d2=0.676 g=0.759 2/2 [==============================] - 0s 19ms/step >6, 39/693, d1=0.673, d2=0.706 g=0.765 2/2 [==============================] - 0s 19ms/step >6, 40/693, d1=0.671, d2=0.685 g=0.758 2/2 [==============================] - 0s 18ms/step >6, 41/693, d1=0.684, d2=0.685 g=0.767 2/2 [==============================] - 0s 19ms/step >6, 42/693, d1=0.665, d2=0.685 g=0.760 2/2 [==============================] - 0s 22ms/step >6, 43/693, d1=0.643, d2=0.681 g=0.771 2/2 [==============================] - 0s 17ms/step >6, 44/693, d1=0.640, d2=0.704 g=0.748 2/2 [==============================] - 0s 18ms/step >6, 45/693, d1=0.657, d2=0.700 g=0.782 2/2 [==============================] - 0s 17ms/step >6, 46/693, d1=0.681, d2=0.681 g=0.787 2/2 [==============================] - 0s 17ms/step >6, 47/693, d1=0.664, d2=0.671 g=0.776 2/2 [==============================] - 0s 17ms/step >6, 48/693, d1=0.625, d2=0.702 g=0.754 2/2 [==============================] - 0s 19ms/step >6, 49/693, d1=0.648, d2=0.688 g=0.773 2/2 [==============================] - 0s 17ms/step >6, 50/693, d1=0.667, d2=0.665 g=0.760 2/2 [==============================] - 0s 17ms/step >6, 51/693, d1=0.666, d2=0.736 g=0.767 2/2 [==============================] - 0s 21ms/step >6, 52/693, d1=0.667, d2=0.706 g=0.815 2/2 [==============================] - 0s 21ms/step >6, 53/693, d1=0.669, d2=0.689 g=0.808 2/2 [==============================] - 0s 18ms/step >6, 54/693, d1=0.662, d2=0.723 g=0.801 2/2 [==============================] - 0s 18ms/step >6, 55/693, d1=0.684, d2=0.679 g=0.828 2/2 [==============================] - 0s 17ms/step >6, 56/693, d1=0.709, d2=0.644 g=0.806 2/2 [==============================] - 0s 18ms/step >6, 57/693, d1=0.680, d2=0.642 g=0.782 2/2 [==============================] - 0s 18ms/step >6, 58/693, d1=0.679, d2=0.675 g=0.780 2/2 [==============================] - 0s 17ms/step >6, 59/693, d1=0.661, d2=0.677 g=0.759 2/2 [==============================] - 0s 18ms/step >6, 60/693, d1=0.667, d2=0.688 g=0.764 2/2 [==============================] - 0s 17ms/step >6, 61/693, d1=0.668, d2=0.730 g=0.762 2/2 [==============================] - 0s 21ms/step >6, 62/693, d1=0.633, d2=0.658 g=0.768 2/2 [==============================] - 0s 19ms/step >6, 63/693, d1=0.632, d2=0.721 g=0.761 2/2 [==============================] - 0s 17ms/step >6, 64/693, d1=0.637, d2=0.726 g=0.803 2/2 [==============================] - 0s 18ms/step >6, 65/693, d1=0.673, d2=0.670 g=0.819 2/2 [==============================] - 0s 17ms/step >6, 66/693, d1=0.723, d2=0.652 g=0.817 2/2 [==============================] - 0s 17ms/step >6, 67/693, d1=0.690, d2=0.673 g=0.782 2/2 [==============================] - 0s 17ms/step >6, 68/693, d1=0.690, d2=0.642 g=0.787 2/2 [==============================] - 0s 16ms/step >6, 69/693, d1=0.682, d2=0.660 g=0.779 2/2 [==============================] - 0s 18ms/step >6, 70/693, d1=0.677, d2=0.701 g=0.772 2/2 [==============================] - 0s 17ms/step >6, 71/693, d1=0.675, d2=0.708 g=0.769 2/2 [==============================] - 0s 19ms/step >6, 72/693, d1=0.664, d2=0.696 g=0.791 2/2 [==============================] - 0s 20ms/step >6, 73/693, d1=0.645, d2=0.670 g=0.801 2/2 [==============================] - 0s 19ms/step >6, 74/693, d1=0.706, d2=0.662 g=0.770 2/2 [==============================] - 0s 18ms/step >6, 75/693, d1=0.676, d2=0.672 g=0.782 2/2 [==============================] - 0s 17ms/step >6, 76/693, d1=0.692, d2=0.697 g=0.763 2/2 [==============================] - 0s 18ms/step >6, 77/693, d1=0.676, d2=0.684 g=0.762 2/2 [==============================] - 0s 19ms/step >6, 78/693, d1=0.683, d2=0.674 g=0.774 2/2 [==============================] - 0s 17ms/step >6, 79/693, d1=0.676, d2=0.666 g=0.795 2/2 [==============================] - 0s 17ms/step >6, 80/693, d1=0.659, d2=0.678 g=0.753 2/2 [==============================] - 0s 18ms/step >6, 81/693, d1=0.637, d2=0.696 g=0.750 2/2 [==============================] - 0s 20ms/step >6, 82/693, d1=0.657, d2=0.709 g=0.782 2/2 [==============================] - 0s 20ms/step >6, 83/693, d1=0.678, d2=0.695 g=0.795 2/2 [==============================] - 0s 18ms/step >6, 84/693, d1=0.694, d2=0.635 g=0.803 2/2 [==============================] - 0s 20ms/step >6, 85/693, d1=0.677, d2=0.672 g=0.791 2/2 [==============================] - 0s 22ms/step >6, 86/693, d1=0.683, d2=0.684 g=0.762 2/2 [==============================] - 0s 20ms/step >6, 87/693, d1=0.677, d2=0.676 g=0.781 2/2 [==============================] - 0s 20ms/step >6, 88/693, d1=0.704, d2=0.692 g=0.777 2/2 [==============================] - 0s 21ms/step >6, 89/693, d1=0.675, d2=0.673 g=0.791 2/2 [==============================] - 0s 19ms/step >6, 90/693, d1=0.706, d2=0.642 g=0.788 2/2 [==============================] - 0s 22ms/step >6, 91/693, d1=0.706, d2=0.679 g=0.785 2/2 [==============================] - 0s 19ms/step >6, 92/693, d1=0.714, d2=0.680 g=0.792 2/2 [==============================] - 0s 21ms/step >6, 93/693, d1=0.680, d2=0.673 g=0.794 2/2 [==============================] - 0s 22ms/step >6, 94/693, d1=0.680, d2=0.690 g=0.776 2/2 [==============================] - 0s 20ms/step >6, 95/693, d1=0.681, d2=0.699 g=0.773 2/2 [==============================] - 0s 20ms/step >6, 96/693, d1=0.685, d2=0.684 g=0.761 2/2 [==============================] - 0s 17ms/step >6, 97/693, d1=0.673, d2=0.657 g=0.756 2/2 [==============================] - 0s 20ms/step >6, 98/693, d1=0.682, d2=0.688 g=0.762 2/2 [==============================] - 0s 18ms/step >6, 99/693, d1=0.683, d2=0.707 g=0.761 2/2 [==============================] - 0s 19ms/step >6, 100/693, d1=0.665, d2=0.688 g=0.766 2/2 [==============================] - 0s 19ms/step >6, 101/693, d1=0.662, d2=0.679 g=0.749 2/2 [==============================] - 0s 16ms/step >6, 102/693, d1=0.625, d2=0.680 g=0.774 2/2 [==============================] - 0s 18ms/step >6, 103/693, d1=0.683, d2=0.665 g=0.773 2/2 [==============================] - 0s 17ms/step >6, 104/693, d1=0.684, d2=0.681 g=0.783 2/2 [==============================] - 0s 17ms/step >6, 105/693, d1=0.639, d2=0.697 g=0.778 2/2 [==============================] - 0s 18ms/step >6, 106/693, d1=0.681, d2=0.716 g=0.776 2/2 [==============================] - 0s 17ms/step >6, 107/693, d1=0.683, d2=0.676 g=0.769 2/2 [==============================] - 0s 18ms/step >6, 108/693, d1=0.688, d2=0.669 g=0.770 2/2 [==============================] - 0s 19ms/step >6, 109/693, d1=0.683, d2=0.673 g=0.785 2/2 [==============================] - 0s 17ms/step >6, 110/693, d1=0.667, d2=0.665 g=0.805 2/2 [==============================] - 0s 21ms/step >6, 111/693, d1=0.666, d2=0.656 g=0.788 2/2 [==============================] - 0s 20ms/step >6, 112/693, d1=0.695, d2=0.719 g=0.817 2/2 [==============================] - 0s 17ms/step >6, 113/693, d1=0.699, d2=0.658 g=0.820 2/2 [==============================] - 0s 18ms/step >6, 114/693, d1=0.683, d2=0.666 g=0.802 2/2 [==============================] - 0s 18ms/step >6, 115/693, d1=0.683, d2=0.660 g=0.776 2/2 [==============================] - 0s 18ms/step >6, 116/693, d1=0.647, d2=0.664 g=0.756 2/2 [==============================] - 0s 20ms/step >6, 117/693, d1=0.652, d2=0.724 g=0.754 2/2 [==============================] - 0s 19ms/step >6, 118/693, d1=0.646, d2=0.719 g=0.757 2/2 [==============================] - 0s 16ms/step >6, 119/693, d1=0.674, d2=0.725 g=0.762 2/2 [==============================] - 0s 16ms/step >6, 120/693, d1=0.656, d2=0.689 g=0.777 2/2 [==============================] - 0s 19ms/step >6, 121/693, d1=0.695, d2=0.661 g=0.793 2/2 [==============================] - 0s 19ms/step >6, 122/693, d1=0.688, d2=0.686 g=0.756 2/2 [==============================] - 0s 17ms/step >6, 123/693, d1=0.704, d2=0.675 g=0.787 2/2 [==============================] - 0s 19ms/step >6, 124/693, d1=0.714, d2=0.655 g=0.776 2/2 [==============================] - 0s 18ms/step >6, 125/693, d1=0.680, d2=0.677 g=0.783 2/2 [==============================] - 0s 17ms/step >6, 126/693, d1=0.660, d2=0.654 g=0.768 2/2 [==============================] - 0s 18ms/step >6, 127/693, d1=0.674, d2=0.670 g=0.782 2/2 [==============================] - 0s 18ms/step >6, 128/693, d1=0.672, d2=0.724 g=0.779 2/2 [==============================] - 0s 16ms/step >6, 129/693, d1=0.698, d2=0.646 g=0.787 2/2 [==============================] - 0s 18ms/step >6, 130/693, d1=0.681, d2=0.668 g=0.758 2/2 [==============================] - 0s 19ms/step >6, 131/693, d1=0.684, d2=0.676 g=0.772 2/2 [==============================] - 0s 19ms/step >6, 132/693, d1=0.681, d2=0.692 g=0.780 2/2 [==============================] - 0s 19ms/step >6, 133/693, d1=0.655, d2=0.686 g=0.791 2/2 [==============================] - 0s 18ms/step >6, 134/693, d1=0.676, d2=0.685 g=0.765 2/2 [==============================] - 0s 18ms/step >6, 135/693, d1=0.658, d2=0.688 g=0.761 2/2 [==============================] - 0s 18ms/step >6, 136/693, d1=0.669, d2=0.697 g=0.770 2/2 [==============================] - 0s 17ms/step >6, 137/693, d1=0.675, d2=0.686 g=0.760 2/2 [==============================] - 0s 17ms/step >6, 138/693, d1=0.656, d2=0.692 g=0.782 2/2 [==============================] - 0s 20ms/step >6, 139/693, d1=0.704, d2=0.665 g=0.794 2/2 [==============================] - 0s 17ms/step >6, 140/693, d1=0.693, d2=0.677 g=0.765 2/2 [==============================] - 0s 21ms/step >6, 141/693, d1=0.639, d2=0.686 g=0.768 2/2 [==============================] - 0s 19ms/step >6, 142/693, d1=0.662, d2=0.669 g=0.750 2/2 [==============================] - 0s 18ms/step >6, 143/693, d1=0.656, d2=0.698 g=0.776 2/2 [==============================] - 0s 18ms/step >6, 144/693, d1=0.674, d2=0.698 g=0.791 2/2 [==============================] - 0s 20ms/step >6, 145/693, d1=0.669, d2=0.702 g=0.780 2/2 [==============================] - 0s 17ms/step >6, 146/693, d1=0.669, d2=0.702 g=0.742 2/2 [==============================] - 0s 17ms/step >6, 147/693, d1=0.668, d2=0.700 g=0.816 2/2 [==============================] - 0s 17ms/step >6, 148/693, d1=0.680, d2=0.669 g=0.846 2/2 [==============================] - 0s 17ms/step >6, 149/693, d1=0.694, d2=0.676 g=0.780 2/2 [==============================] - 0s 17ms/step >6, 150/693, d1=0.702, d2=0.650 g=0.819 2/2 [==============================] - 0s 22ms/step >6, 151/693, d1=0.670, d2=0.700 g=0.785 2/2 [==============================] - 0s 18ms/step >6, 152/693, d1=0.694, d2=0.684 g=0.766 2/2 [==============================] - 0s 17ms/step >6, 153/693, d1=0.659, d2=0.675 g=0.767 2/2 [==============================] - 0s 19ms/step >6, 154/693, d1=0.681, d2=0.670 g=0.763 2/2 [==============================] - 0s 17ms/step >6, 155/693, d1=0.663, d2=0.709 g=0.755 2/2 [==============================] - 0s 18ms/step >6, 156/693, d1=0.652, d2=0.712 g=0.758 2/2 [==============================] - 0s 18ms/step >6, 157/693, d1=0.667, d2=0.672 g=0.784 2/2 [==============================] - 0s 17ms/step >6, 158/693, d1=0.693, d2=0.669 g=0.809 2/2 [==============================] - 0s 17ms/step >6, 159/693, d1=0.669, d2=0.661 g=0.811 2/2 [==============================] - 0s 18ms/step >6, 160/693, d1=0.665, d2=0.698 g=0.776 2/2 [==============================] - 0s 19ms/step >6, 161/693, d1=0.657, d2=0.744 g=0.773 2/2 [==============================] - 0s 19ms/step >6, 162/693, d1=0.670, d2=0.679 g=0.780 2/2 [==============================] - 0s 19ms/step >6, 163/693, d1=0.679, d2=0.679 g=0.805 2/2 [==============================] - 0s 18ms/step >6, 164/693, d1=0.666, d2=0.696 g=0.785 2/2 [==============================] - 0s 19ms/step >6, 165/693, d1=0.686, d2=0.697 g=0.786 2/2 [==============================] - 0s 19ms/step >6, 166/693, d1=0.694, d2=0.668 g=0.772 2/2 [==============================] - 0s 18ms/step >6, 167/693, d1=0.681, d2=0.651 g=0.787 2/2 [==============================] - 0s 17ms/step >6, 168/693, d1=0.652, d2=0.678 g=0.760 2/2 [==============================] - 0s 21ms/step >6, 169/693, d1=0.650, d2=0.705 g=0.731 2/2 [==============================] - 0s 18ms/step >6, 170/693, d1=0.643, d2=0.736 g=0.718 2/2 [==============================] - 0s 22ms/step >6, 171/693, d1=0.613, d2=0.719 g=0.745 2/2 [==============================] - 0s 19ms/step >6, 172/693, d1=0.651, d2=0.709 g=0.751 2/2 [==============================] - 0s 17ms/step >6, 173/693, d1=0.658, d2=0.725 g=0.764 2/2 [==============================] - 0s 18ms/step >6, 174/693, d1=0.664, d2=0.696 g=0.778 2/2 [==============================] - 0s 18ms/step >6, 175/693, d1=0.636, d2=0.706 g=0.766 2/2 [==============================] - 0s 19ms/step >6, 176/693, d1=0.690, d2=0.678 g=0.778 2/2 [==============================] - 0s 18ms/step >6, 177/693, d1=0.684, d2=0.677 g=0.776 2/2 [==============================] - 0s 19ms/step >6, 178/693, d1=0.658, d2=0.699 g=0.789 2/2 [==============================] - 0s 17ms/step >6, 179/693, d1=0.693, d2=0.671 g=0.789 2/2 [==============================] - 0s 19ms/step >6, 180/693, d1=0.695, d2=0.679 g=0.790 2/2 [==============================] - 0s 20ms/step >6, 181/693, d1=0.687, d2=0.661 g=0.773 2/2 [==============================] - 0s 19ms/step >6, 182/693, d1=0.667, d2=0.660 g=0.793 2/2 [==============================] - 0s 18ms/step >6, 183/693, d1=0.681, d2=0.665 g=0.791 2/2 [==============================] - 0s 18ms/step >6, 184/693, d1=0.691, d2=0.689 g=0.797 2/2 [==============================] - 0s 18ms/step >6, 185/693, d1=0.660, d2=0.635 g=0.787 2/2 [==============================] - 0s 17ms/step >6, 186/693, d1=0.689, d2=0.656 g=0.803 2/2 [==============================] - 0s 18ms/step >6, 187/693, d1=0.709, d2=0.662 g=0.757 2/2 [==============================] - 0s 17ms/step >6, 188/693, d1=0.646, d2=0.684 g=0.764 2/2 [==============================] - 0s 18ms/step >6, 189/693, d1=0.639, d2=0.720 g=0.776 2/2 [==============================] - 0s 18ms/step >6, 190/693, d1=0.662, d2=0.661 g=0.740 2/2 [==============================] - 0s 21ms/step >6, 191/693, d1=0.658, d2=0.696 g=0.749 2/2 [==============================] - 0s 21ms/step >6, 192/693, d1=0.658, d2=0.718 g=0.776 2/2 [==============================] - 0s 20ms/step >6, 193/693, d1=0.658, d2=0.693 g=0.761 2/2 [==============================] - 0s 18ms/step >6, 194/693, d1=0.663, d2=0.668 g=0.767 2/2 [==============================] - 0s 17ms/step >6, 195/693, d1=0.693, d2=0.714 g=0.768 2/2 [==============================] - 0s 18ms/step >6, 196/693, d1=0.683, d2=0.695 g=0.773 2/2 [==============================] - 0s 18ms/step >6, 197/693, d1=0.698, d2=0.682 g=0.806 2/2 [==============================] - 0s 18ms/step >6, 198/693, d1=0.696, d2=0.665 g=0.809 2/2 [==============================] - 0s 18ms/step >6, 199/693, d1=0.678, d2=0.668 g=0.789 2/2 [==============================] - 0s 17ms/step >6, 200/693, d1=0.672, d2=0.672 g=0.773 2/2 [==============================] - 0s 19ms/step >6, 201/693, d1=0.681, d2=0.662 g=0.797 2/2 [==============================] - 0s 18ms/step >6, 202/693, d1=0.665, d2=0.680 g=0.775 2/2 [==============================] - 0s 20ms/step >6, 203/693, d1=0.678, d2=0.681 g=0.766 2/2 [==============================] - 0s 20ms/step >6, 204/693, d1=0.676, d2=0.711 g=0.741 2/2 [==============================] - 0s 20ms/step >6, 205/693, d1=0.635, d2=0.681 g=0.760 2/2 [==============================] - 0s 19ms/step >6, 206/693, d1=0.607, d2=0.756 g=0.760 2/2 [==============================] - 0s 22ms/step >6, 207/693, d1=0.646, d2=0.729 g=0.773 2/2 [==============================] - 0s 20ms/step >6, 208/693, d1=0.659, d2=0.700 g=0.815 2/2 [==============================] - 0s 19ms/step >6, 209/693, d1=0.673, d2=0.658 g=0.850 2/2 [==============================] - 0s 21ms/step >6, 210/693, d1=0.674, d2=0.641 g=0.822 2/2 [==============================] - 0s 19ms/step >6, 211/693, d1=0.711, d2=0.687 g=0.808 2/2 [==============================] - 0s 20ms/step >6, 212/693, d1=0.723, d2=0.683 g=0.803 2/2 [==============================] - 0s 19ms/step >6, 213/693, d1=0.689, d2=0.637 g=0.853 2/2 [==============================] - 0s 20ms/step >6, 214/693, d1=0.670, d2=0.635 g=0.835 2/2 [==============================] - 0s 22ms/step >6, 215/693, d1=0.668, d2=0.718 g=0.760 2/2 [==============================] - 0s 16ms/step >6, 216/693, d1=0.674, d2=0.741 g=0.770 2/2 [==============================] - 0s 20ms/step >6, 217/693, d1=0.697, d2=0.665 g=0.846 2/2 [==============================] - 0s 20ms/step >6, 218/693, d1=0.695, d2=0.615 g=0.843 2/2 [==============================] - 0s 19ms/step >6, 219/693, d1=0.676, d2=0.657 g=0.780 2/2 [==============================] - 0s 20ms/step >6, 220/693, d1=0.677, d2=0.709 g=0.763 2/2 [==============================] - 0s 17ms/step >6, 221/693, d1=0.690, d2=0.728 g=0.761 2/2 [==============================] - 0s 18ms/step >6, 222/693, d1=0.670, d2=0.649 g=0.841 2/2 [==============================] - 0s 18ms/step >6, 223/693, d1=0.684, d2=0.620 g=0.852 2/2 [==============================] - 0s 18ms/step >6, 224/693, d1=0.651, d2=0.654 g=0.802 2/2 [==============================] - 0s 18ms/step >6, 225/693, d1=0.626, d2=0.717 g=0.747 2/2 [==============================] - 0s 18ms/step >6, 226/693, d1=0.701, d2=0.702 g=0.769 2/2 [==============================] - 0s 17ms/step >6, 227/693, d1=0.681, d2=0.692 g=0.781 2/2 [==============================] - 0s 20ms/step >6, 228/693, d1=0.669, d2=0.655 g=0.815 2/2 [==============================] - 0s 19ms/step >6, 229/693, d1=0.604, d2=0.668 g=0.805 2/2 [==============================] - 0s 20ms/step >6, 230/693, d1=0.638, d2=0.706 g=0.765 2/2 [==============================] - 0s 18ms/step >6, 231/693, d1=0.637, d2=0.705 g=0.720 2/2 [==============================] - 0s 18ms/step >6, 232/693, d1=0.610, d2=0.730 g=0.753 2/2 [==============================] - 0s 18ms/step >6, 233/693, d1=0.605, d2=0.706 g=0.810 2/2 [==============================] - 0s 17ms/step >6, 234/693, d1=0.625, d2=0.656 g=0.815 2/2 [==============================] - 0s 20ms/step >6, 235/693, d1=0.655, d2=0.745 g=0.746 2/2 [==============================] - 0s 18ms/step >6, 236/693, d1=0.672, d2=0.846 g=0.810 2/2 [==============================] - 0s 17ms/step >6, 237/693, d1=0.731, d2=0.616 g=0.906 2/2 [==============================] - 0s 17ms/step >6, 238/693, d1=0.747, d2=0.593 g=0.894 2/2 [==============================] - 0s 20ms/step >6, 239/693, d1=0.729, d2=0.631 g=0.851 2/2 [==============================] - 0s 19ms/step >6, 240/693, d1=0.688, d2=0.668 g=0.795 2/2 [==============================] - 0s 18ms/step >6, 241/693, d1=0.709, d2=0.706 g=0.757 2/2 [==============================] - 0s 18ms/step >6, 242/693, d1=0.677, d2=0.676 g=0.818 2/2 [==============================] - 0s 19ms/step >6, 243/693, d1=0.657, d2=0.657 g=0.821 2/2 [==============================] - 0s 17ms/step >6, 244/693, d1=0.672, d2=0.647 g=0.858 2/2 [==============================] - 0s 17ms/step >6, 245/693, d1=0.622, d2=0.687 g=0.795 2/2 [==============================] - 0s 17ms/step >6, 246/693, d1=0.666, d2=0.725 g=0.746 2/2 [==============================] - 0s 18ms/step >6, 247/693, d1=0.649, d2=0.756 g=0.771 2/2 [==============================] - 0s 18ms/step >6, 248/693, d1=0.724, d2=0.644 g=0.829 2/2 [==============================] - 0s 20ms/step >6, 249/693, d1=0.666, d2=0.648 g=0.851 2/2 [==============================] - 0s 20ms/step >6, 250/693, d1=0.697, d2=0.603 g=0.856 2/2 [==============================] - 0s 19ms/step >6, 251/693, d1=0.732, d2=0.696 g=0.795 2/2 [==============================] - 0s 17ms/step >6, 252/693, d1=0.650, d2=0.725 g=0.794 2/2 [==============================] - 0s 18ms/step >6, 253/693, d1=0.661, d2=0.654 g=0.796 2/2 [==============================] - 0s 18ms/step >6, 254/693, d1=0.679, d2=0.622 g=0.857 2/2 [==============================] - 0s 18ms/step >6, 255/693, d1=0.707, d2=0.634 g=0.858 2/2 [==============================] - 0s 17ms/step >6, 256/693, d1=0.651, d2=0.661 g=0.805 2/2 [==============================] - 0s 17ms/step >6, 257/693, d1=0.682, d2=0.723 g=0.736 2/2 [==============================] - 0s 17ms/step >6, 258/693, d1=0.665, d2=0.733 g=0.765 2/2 [==============================] - 0s 20ms/step >6, 259/693, d1=0.665, d2=0.667 g=0.803 2/2 [==============================] - 0s 19ms/step >6, 260/693, d1=0.659, d2=0.689 g=0.795 2/2 [==============================] - 0s 19ms/step >6, 261/693, d1=0.641, d2=0.672 g=0.820 2/2 [==============================] - 0s 20ms/step >6, 262/693, d1=0.668, d2=0.690 g=0.780 2/2 [==============================] - 0s 19ms/step >6, 263/693, d1=0.668, d2=0.716 g=0.774 2/2 [==============================] - 0s 17ms/step >6, 264/693, d1=0.667, d2=0.704 g=0.771 2/2 [==============================] - 0s 20ms/step >6, 265/693, d1=0.705, d2=0.698 g=0.801 2/2 [==============================] - 0s 20ms/step >6, 266/693, d1=0.674, d2=0.667 g=0.835 2/2 [==============================] - 0s 20ms/step >6, 267/693, d1=0.650, d2=0.657 g=0.825 2/2 [==============================] - 0s 20ms/step >6, 268/693, d1=0.655, d2=0.712 g=0.780 2/2 [==============================] - 0s 19ms/step >6, 269/693, d1=0.645, d2=0.772 g=0.768 2/2 [==============================] - 0s 20ms/step >6, 270/693, d1=0.727, d2=0.685 g=0.852 2/2 [==============================] - 0s 20ms/step >6, 271/693, d1=0.736, d2=0.608 g=0.873 2/2 [==============================] - 0s 20ms/step >6, 272/693, d1=0.689, d2=0.624 g=0.835 2/2 [==============================] - 0s 19ms/step >6, 273/693, d1=0.685, d2=0.647 g=0.792 2/2 [==============================] - 0s 18ms/step >6, 274/693, d1=0.682, d2=0.712 g=0.768 2/2 [==============================] - 0s 19ms/step >6, 275/693, d1=0.722, d2=0.695 g=0.743 2/2 [==============================] - 0s 20ms/step >6, 276/693, d1=0.658, d2=0.669 g=0.767 2/2 [==============================] - 0s 20ms/step >6, 277/693, d1=0.681, d2=0.676 g=0.769 2/2 [==============================] - 0s 18ms/step >6, 278/693, d1=0.647, d2=0.677 g=0.808 2/2 [==============================] - 0s 19ms/step >6, 279/693, d1=0.638, d2=0.658 g=0.784 2/2 [==============================] - 0s 19ms/step >6, 280/693, d1=0.674, d2=0.717 g=0.752 2/2 [==============================] - 0s 20ms/step >6, 281/693, d1=0.606, d2=0.733 g=0.737 2/2 [==============================] - 0s 20ms/step >6, 282/693, d1=0.618, d2=0.737 g=0.752 2/2 [==============================] - 0s 15ms/step >6, 283/693, d1=0.683, d2=0.665 g=0.768 2/2 [==============================] - 0s 18ms/step >6, 284/693, d1=0.661, d2=0.680 g=0.767 2/2 [==============================] - 0s 17ms/step >6, 285/693, d1=0.661, d2=0.676 g=0.764 2/2 [==============================] - 0s 18ms/step >6, 286/693, d1=0.631, d2=0.697 g=0.772 2/2 [==============================] - 0s 20ms/step >6, 287/693, d1=0.642, d2=0.674 g=0.784 2/2 [==============================] - 0s 21ms/step >6, 288/693, d1=0.701, d2=0.687 g=0.749 2/2 [==============================] - 0s 19ms/step >6, 289/693, d1=0.675, d2=0.671 g=0.769 2/2 [==============================] - 0s 18ms/step >6, 290/693, d1=0.663, d2=0.666 g=0.800 2/2 [==============================] - 0s 18ms/step >6, 291/693, d1=0.666, d2=0.672 g=0.813 2/2 [==============================] - 0s 18ms/step >6, 292/693, d1=0.676, d2=0.678 g=0.790 2/2 [==============================] - 0s 16ms/step >6, 293/693, d1=0.649, d2=0.704 g=0.786 2/2 [==============================] - 0s 18ms/step >6, 294/693, d1=0.693, d2=0.718 g=0.791 2/2 [==============================] - 0s 17ms/step >6, 295/693, d1=0.687, d2=0.653 g=0.802 2/2 [==============================] - 0s 18ms/step >6, 296/693, d1=0.687, d2=0.670 g=0.791 2/2 [==============================] - 0s 18ms/step >6, 297/693, d1=0.664, d2=0.683 g=0.785 2/2 [==============================] - 0s 21ms/step >6, 298/693, d1=0.676, d2=0.725 g=0.767 2/2 [==============================] - 0s 18ms/step >6, 299/693, d1=0.700, d2=0.685 g=0.758 2/2 [==============================] - 0s 17ms/step >6, 300/693, d1=0.648, d2=0.693 g=0.783 2/2 [==============================] - 0s 18ms/step >6, 301/693, d1=0.651, d2=0.642 g=0.756 2/2 [==============================] - 0s 17ms/step >6, 302/693, d1=0.640, d2=0.676 g=0.774 2/2 [==============================] - 0s 18ms/step >6, 303/693, d1=0.685, d2=0.795 g=0.801 2/2 [==============================] - 0s 20ms/step >6, 304/693, d1=0.705, d2=0.665 g=0.858 2/2 [==============================] - 0s 17ms/step >6, 305/693, d1=0.710, d2=0.638 g=0.849 2/2 [==============================] - 0s 19ms/step >6, 306/693, d1=0.761, d2=0.636 g=0.812 2/2 [==============================] - 0s 19ms/step >6, 307/693, d1=0.731, d2=0.683 g=0.775 2/2 [==============================] - 0s 18ms/step >6, 308/693, d1=0.671, d2=0.685 g=0.805 2/2 [==============================] - 0s 19ms/step >6, 309/693, d1=0.627, d2=0.670 g=0.796 2/2 [==============================] - 0s 17ms/step >6, 310/693, d1=0.696, d2=0.660 g=0.795 2/2 [==============================] - 0s 18ms/step >6, 311/693, d1=0.704, d2=0.712 g=0.812 2/2 [==============================] - 0s 17ms/step >6, 312/693, d1=0.673, d2=0.668 g=0.798 2/2 [==============================] - 0s 17ms/step >6, 313/693, d1=0.655, d2=0.701 g=0.769 2/2 [==============================] - 0s 17ms/step >6, 314/693, d1=0.651, d2=0.697 g=0.756 2/2 [==============================] - 0s 20ms/step >6, 315/693, d1=0.657, d2=0.716 g=0.793 2/2 [==============================] - 0s 21ms/step >6, 316/693, d1=0.681, d2=0.660 g=0.814 2/2 [==============================] - 0s 21ms/step >6, 317/693, d1=0.679, d2=0.645 g=0.799 2/2 [==============================] - 0s 19ms/step >6, 318/693, d1=0.679, d2=0.682 g=0.771 2/2 [==============================] - 0s 17ms/step >6, 319/693, d1=0.664, d2=0.687 g=0.784 2/2 [==============================] - 0s 20ms/step >6, 320/693, d1=0.704, d2=0.668 g=0.786 2/2 [==============================] - 0s 21ms/step >6, 321/693, d1=0.689, d2=0.688 g=0.780 2/2 [==============================] - 0s 18ms/step >6, 322/693, d1=0.663, d2=0.682 g=0.775 2/2 [==============================] - 0s 22ms/step >6, 323/693, d1=0.680, d2=0.674 g=0.783 2/2 [==============================] - 0s 19ms/step >6, 324/693, d1=0.632, d2=0.652 g=0.767 2/2 [==============================] - 0s 21ms/step >6, 325/693, d1=0.630, d2=0.692 g=0.775 2/2 [==============================] - 0s 21ms/step >6, 326/693, d1=0.642, d2=0.743 g=0.775 2/2 [==============================] - 0s 21ms/step >6, 327/693, d1=0.707, d2=0.681 g=0.751 2/2 [==============================] - 0s 18ms/step >6, 328/693, d1=0.662, d2=0.673 g=0.774 2/2 [==============================] - 0s 19ms/step >6, 329/693, d1=0.673, d2=0.683 g=0.776 2/2 [==============================] - 0s 19ms/step >6, 330/693, d1=0.651, d2=0.659 g=0.763 2/2 [==============================] - 0s 19ms/step >6, 331/693, d1=0.640, d2=0.688 g=0.769 2/2 [==============================] - 0s 18ms/step >6, 332/693, d1=0.687, d2=0.689 g=0.762 2/2 [==============================] - 0s 17ms/step >6, 333/693, d1=0.665, d2=0.723 g=0.747 2/2 [==============================] - 0s 20ms/step >6, 334/693, d1=0.675, d2=0.717 g=0.768 2/2 [==============================] - 0s 19ms/step >6, 335/693, d1=0.669, d2=0.687 g=0.775 2/2 [==============================] - 0s 18ms/step >6, 336/693, d1=0.646, d2=0.658 g=0.800 2/2 [==============================] - 0s 18ms/step >6, 337/693, d1=0.641, d2=0.666 g=0.795 2/2 [==============================] - 0s 17ms/step >6, 338/693, d1=0.633, d2=0.701 g=0.754 2/2 [==============================] - 0s 18ms/step >6, 339/693, d1=0.646, d2=0.815 g=0.765 2/2 [==============================] - 0s 18ms/step >6, 340/693, d1=0.684, d2=0.729 g=0.824 2/2 [==============================] - 0s 20ms/step >6, 341/693, d1=0.712, d2=0.619 g=0.872 2/2 [==============================] - 0s 18ms/step >6, 342/693, d1=0.738, d2=0.595 g=0.869 2/2 [==============================] - 0s 20ms/step >6, 343/693, d1=0.716, d2=0.655 g=0.831 2/2 [==============================] - 0s 20ms/step >6, 344/693, d1=0.696, d2=0.668 g=0.796 2/2 [==============================] - 0s 18ms/step >6, 345/693, d1=0.713, d2=0.704 g=0.784 2/2 [==============================] - 0s 18ms/step >6, 346/693, d1=0.675, d2=0.682 g=0.760 2/2 [==============================] - 0s 20ms/step >6, 347/693, d1=0.669, d2=0.694 g=0.829 2/2 [==============================] - 0s 20ms/step >6, 348/693, d1=0.660, d2=0.609 g=0.872 2/2 [==============================] - 0s 18ms/step >6, 349/693, d1=0.679, d2=0.674 g=0.829 2/2 [==============================] - 0s 18ms/step >6, 350/693, d1=0.642, d2=0.726 g=0.781 2/2 [==============================] - 0s 21ms/step >6, 351/693, d1=0.649, d2=0.743 g=0.754 2/2 [==============================] - 0s 18ms/step >6, 352/693, d1=0.713, d2=0.724 g=0.781 2/2 [==============================] - 0s 20ms/step >6, 353/693, d1=0.691, d2=0.645 g=0.797 2/2 [==============================] - 0s 20ms/step >6, 354/693, d1=0.662, d2=0.661 g=0.806 2/2 [==============================] - 0s 19ms/step >6, 355/693, d1=0.655, d2=0.643 g=0.774 2/2 [==============================] - 0s 18ms/step >6, 356/693, d1=0.646, d2=0.697 g=0.748 2/2 [==============================] - 0s 18ms/step >6, 357/693, d1=0.680, d2=0.708 g=0.739 2/2 [==============================] - 0s 18ms/step >6, 358/693, d1=0.664, d2=0.732 g=0.751 2/2 [==============================] - 0s 22ms/step >6, 359/693, d1=0.656, d2=0.714 g=0.767 2/2 [==============================] - 0s 17ms/step >6, 360/693, d1=0.636, d2=0.680 g=0.794 2/2 [==============================] - 0s 18ms/step >6, 361/693, d1=0.657, d2=0.648 g=0.781 2/2 [==============================] - 0s 19ms/step >6, 362/693, d1=0.642, d2=0.699 g=0.793 2/2 [==============================] - 0s 21ms/step >6, 363/693, d1=0.652, d2=0.701 g=0.776 2/2 [==============================] - 0s 18ms/step >6, 364/693, d1=0.598, d2=0.734 g=0.771 2/2 [==============================] - 0s 17ms/step >6, 365/693, d1=0.695, d2=0.724 g=0.766 2/2 [==============================] - 0s 18ms/step >6, 366/693, d1=0.678, d2=0.690 g=0.813 2/2 [==============================] - 0s 19ms/step >6, 367/693, d1=0.675, d2=0.664 g=0.836 2/2 [==============================] - 0s 18ms/step >6, 368/693, d1=0.683, d2=0.658 g=0.806 2/2 [==============================] - 0s 18ms/step >6, 369/693, d1=0.693, d2=0.647 g=0.789 2/2 [==============================] - 0s 18ms/step >6, 370/693, d1=0.675, d2=0.687 g=0.774 2/2 [==============================] - 0s 18ms/step >6, 371/693, d1=0.679, d2=0.701 g=0.767 2/2 [==============================] - 0s 20ms/step >6, 372/693, d1=0.692, d2=0.684 g=0.779 2/2 [==============================] - 0s 18ms/step >6, 373/693, d1=0.698, d2=0.682 g=0.775 2/2 [==============================] - 0s 17ms/step >6, 374/693, d1=0.667, d2=0.724 g=0.799 2/2 [==============================] - 0s 18ms/step >6, 375/693, d1=0.698, d2=0.669 g=0.780 2/2 [==============================] - 0s 18ms/step >6, 376/693, d1=0.671, d2=0.704 g=0.766 2/2 [==============================] - 0s 17ms/step >6, 377/693, d1=0.657, d2=0.722 g=0.744 2/2 [==============================] - 0s 17ms/step >6, 378/693, d1=0.653, d2=0.706 g=0.765 2/2 [==============================] - 0s 18ms/step >6, 379/693, d1=0.683, d2=0.670 g=0.797 2/2 [==============================] - 0s 17ms/step >6, 380/693, d1=0.695, d2=0.638 g=0.805 2/2 [==============================] - 0s 18ms/step >6, 381/693, d1=0.735, d2=0.670 g=0.799 2/2 [==============================] - 0s 19ms/step >6, 382/693, d1=0.696, d2=0.664 g=0.768 2/2 [==============================] - 0s 19ms/step >6, 383/693, d1=0.680, d2=0.713 g=0.761 2/2 [==============================] - 0s 17ms/step >6, 384/693, d1=0.661, d2=0.687 g=0.772 2/2 [==============================] - 0s 18ms/step >6, 385/693, d1=0.683, d2=0.694 g=0.765 2/2 [==============================] - 0s 19ms/step >6, 386/693, d1=0.670, d2=0.695 g=0.807 2/2 [==============================] - 0s 17ms/step >6, 387/693, d1=0.690, d2=0.657 g=0.795 2/2 [==============================] - 0s 19ms/step >6, 388/693, d1=0.672, d2=0.695 g=0.781 2/2 [==============================] - 0s 19ms/step >6, 389/693, d1=0.695, d2=0.697 g=0.813 2/2 [==============================] - 0s 18ms/step >6, 390/693, d1=0.701, d2=0.643 g=0.816 2/2 [==============================] - 0s 20ms/step >6, 391/693, d1=0.666, d2=0.657 g=0.803 2/2 [==============================] - 0s 21ms/step >6, 392/693, d1=0.672, d2=0.625 g=0.787 2/2 [==============================] - 0s 18ms/step >6, 393/693, d1=0.684, d2=0.679 g=0.777 2/2 [==============================] - 0s 17ms/step >6, 394/693, d1=0.661, d2=0.679 g=0.794 2/2 [==============================] - 0s 19ms/step >6, 395/693, d1=0.667, d2=0.706 g=0.743 2/2 [==============================] - 0s 19ms/step >6, 396/693, d1=0.652, d2=0.686 g=0.749 2/2 [==============================] - 0s 17ms/step >6, 397/693, d1=0.669, d2=0.680 g=0.760 2/2 [==============================] - 0s 18ms/step >6, 398/693, d1=0.663, d2=0.691 g=0.768 2/2 [==============================] - 0s 18ms/step >6, 399/693, d1=0.679, d2=0.695 g=0.773 2/2 [==============================] - 0s 19ms/step >6, 400/693, d1=0.662, d2=0.689 g=0.762 2/2 [==============================] - 0s 21ms/step >6, 401/693, d1=0.699, d2=0.703 g=0.754 2/2 [==============================] - 0s 16ms/step >6, 402/693, d1=0.687, d2=0.701 g=0.774 2/2 [==============================] - 0s 16ms/step >6, 403/693, d1=0.686, d2=0.671 g=0.783 2/2 [==============================] - 0s 19ms/step >6, 404/693, d1=0.703, d2=0.681 g=0.775 2/2 [==============================] - 0s 19ms/step >6, 405/693, d1=0.666, d2=0.678 g=0.754 2/2 [==============================] - 0s 18ms/step >6, 406/693, d1=0.654, d2=0.669 g=0.749 2/2 [==============================] - 0s 18ms/step >6, 407/693, d1=0.641, d2=0.685 g=0.752 2/2 [==============================] - 0s 18ms/step >6, 408/693, d1=0.667, d2=0.676 g=0.750 2/2 [==============================] - 0s 18ms/step >6, 409/693, d1=0.642, d2=0.674 g=0.755 2/2 [==============================] - 0s 18ms/step >6, 410/693, d1=0.666, d2=0.685 g=0.754 2/2 [==============================] - 0s 20ms/step >6, 411/693, d1=0.669, d2=0.705 g=0.777 2/2 [==============================] - 0s 18ms/step >6, 412/693, d1=0.687, d2=0.701 g=0.755 2/2 [==============================] - 0s 18ms/step >6, 413/693, d1=0.682, d2=0.690 g=0.756 2/2 [==============================] - 0s 19ms/step >6, 414/693, d1=0.641, d2=0.693 g=0.746 2/2 [==============================] - 0s 18ms/step >6, 415/693, d1=0.661, d2=0.709 g=0.742 2/2 [==============================] - 0s 17ms/step >6, 416/693, d1=0.650, d2=0.687 g=0.760 2/2 [==============================] - 0s 17ms/step >6, 417/693, d1=0.653, d2=0.705 g=0.781 2/2 [==============================] - 0s 18ms/step >6, 418/693, d1=0.694, d2=0.707 g=0.810 2/2 [==============================] - 0s 17ms/step >6, 419/693, d1=0.713, d2=0.678 g=0.776 2/2 [==============================] - 0s 20ms/step >6, 420/693, d1=0.700, d2=0.665 g=0.792 2/2 [==============================] - 0s 21ms/step >6, 421/693, d1=0.675, d2=0.682 g=0.775 2/2 [==============================] - 0s 17ms/step >6, 422/693, d1=0.720, d2=0.661 g=0.810 2/2 [==============================] - 0s 19ms/step >6, 423/693, d1=0.709, d2=0.670 g=0.788 2/2 [==============================] - 0s 18ms/step >6, 424/693, d1=0.685, d2=0.691 g=0.784 2/2 [==============================] - 0s 19ms/step >6, 425/693, d1=0.670, d2=0.685 g=0.792 2/2 [==============================] - 0s 18ms/step >6, 426/693, d1=0.699, d2=0.686 g=0.777 2/2 [==============================] - 0s 17ms/step >6, 427/693, d1=0.699, d2=0.692 g=0.764 2/2 [==============================] - 0s 21ms/step >6, 428/693, d1=0.690, d2=0.676 g=0.762 2/2 [==============================] - 0s 23ms/step >6, 429/693, d1=0.691, d2=0.668 g=0.769 2/2 [==============================] - 0s 19ms/step >6, 430/693, d1=0.658, d2=0.708 g=0.743 2/2 [==============================] - 0s 22ms/step >6, 431/693, d1=0.623, d2=0.705 g=0.759 2/2 [==============================] - 0s 19ms/step >6, 432/693, d1=0.663, d2=0.710 g=0.765 2/2 [==============================] - 0s 19ms/step >6, 433/693, d1=0.669, d2=0.684 g=0.756 2/2 [==============================] - 0s 21ms/step >6, 434/693, d1=0.652, d2=0.706 g=0.783 2/2 [==============================] - 0s 19ms/step >6, 435/693, d1=0.684, d2=0.649 g=0.780 2/2 [==============================] - 0s 22ms/step >6, 436/693, d1=0.666, d2=0.689 g=0.749 2/2 [==============================] - 0s 21ms/step >6, 437/693, d1=0.662, d2=0.710 g=0.747 2/2 [==============================] - 0s 22ms/step >6, 438/693, d1=0.668, d2=0.669 g=0.750 2/2 [==============================] - 0s 21ms/step >6, 439/693, d1=0.659, d2=0.676 g=0.750 2/2 [==============================] - 0s 20ms/step >6, 440/693, d1=0.660, d2=0.688 g=0.762 2/2 [==============================] - 0s 17ms/step >6, 441/693, d1=0.688, d2=0.697 g=0.723 2/2 [==============================] - 0s 21ms/step >6, 442/693, d1=0.665, d2=0.682 g=0.753 2/2 [==============================] - 0s 20ms/step >6, 443/693, d1=0.656, d2=0.670 g=0.776 2/2 [==============================] - 0s 19ms/step >6, 444/693, d1=0.652, d2=0.676 g=0.778 2/2 [==============================] - 0s 21ms/step >6, 445/693, d1=0.666, d2=0.662 g=0.761 2/2 [==============================] - 0s 19ms/step >6, 446/693, d1=0.670, d2=0.783 g=0.773 2/2 [==============================] - 0s 19ms/step >6, 447/693, d1=0.705, d2=0.694 g=0.807 2/2 [==============================] - 0s 17ms/step >6, 448/693, d1=0.713, d2=0.658 g=0.807 2/2 [==============================] - 0s 17ms/step >6, 449/693, d1=0.729, d2=0.646 g=0.783 2/2 [==============================] - 0s 18ms/step >6, 450/693, d1=0.686, d2=0.645 g=0.791 2/2 [==============================] - 0s 19ms/step >6, 451/693, d1=0.676, d2=0.669 g=0.800 2/2 [==============================] - 0s 18ms/step >6, 452/693, d1=0.718, d2=0.707 g=0.789 2/2 [==============================] - 0s 18ms/step >6, 453/693, d1=0.706, d2=0.675 g=0.787 2/2 [==============================] - 0s 19ms/step >6, 454/693, d1=0.694, d2=0.667 g=0.789 2/2 [==============================] - 0s 18ms/step >6, 455/693, d1=0.690, d2=0.650 g=0.802 2/2 [==============================] - 0s 20ms/step >6, 456/693, d1=0.695, d2=0.692 g=0.781 2/2 [==============================] - 0s 21ms/step >6, 457/693, d1=0.661, d2=0.656 g=0.778 2/2 [==============================] - 0s 16ms/step >6, 458/693, d1=0.695, d2=0.678 g=0.766 2/2 [==============================] - 0s 18ms/step >6, 459/693, d1=0.701, d2=0.682 g=0.756 2/2 [==============================] - 0s 19ms/step >6, 460/693, d1=0.698, d2=0.685 g=0.759 2/2 [==============================] - 0s 18ms/step >6, 461/693, d1=0.653, d2=0.660 g=0.763 2/2 [==============================] - 0s 18ms/step >6, 462/693, d1=0.665, d2=0.685 g=0.757 2/2 [==============================] - 0s 18ms/step >6, 463/693, d1=0.669, d2=0.704 g=0.750 2/2 [==============================] - 0s 17ms/step >6, 464/693, d1=0.694, d2=0.696 g=0.722 2/2 [==============================] - 0s 18ms/step >6, 465/693, d1=0.633, d2=0.722 g=0.755 2/2 [==============================] - 0s 20ms/step >6, 466/693, d1=0.647, d2=0.689 g=0.772 2/2 [==============================] - 0s 19ms/step >6, 467/693, d1=0.665, d2=0.677 g=0.780 2/2 [==============================] - 0s 19ms/step >6, 468/693, d1=0.668, d2=0.695 g=0.772 2/2 [==============================] - 0s 18ms/step >6, 469/693, d1=0.684, d2=0.671 g=0.760 2/2 [==============================] - 0s 16ms/step >6, 470/693, d1=0.664, d2=0.721 g=0.753 2/2 [==============================] - 0s 17ms/step >6, 471/693, d1=0.661, d2=0.707 g=0.777 2/2 [==============================] - 0s 20ms/step >6, 472/693, d1=0.683, d2=0.677 g=0.792 2/2 [==============================] - 0s 18ms/step >6, 473/693, d1=0.673, d2=0.685 g=0.806 2/2 [==============================] - 0s 19ms/step >6, 474/693, d1=0.661, d2=0.653 g=0.763 2/2 [==============================] - 0s 17ms/step >6, 475/693, d1=0.707, d2=0.712 g=0.768 2/2 [==============================] - 0s 19ms/step >6, 476/693, d1=0.668, d2=0.689 g=0.763 2/2 [==============================] - 0s 19ms/step >6, 477/693, d1=0.671, d2=0.691 g=0.779 2/2 [==============================] - 0s 19ms/step >6, 478/693, d1=0.650, d2=0.682 g=0.800 2/2 [==============================] - 0s 18ms/step >6, 479/693, d1=0.633, d2=0.733 g=0.795 2/2 [==============================] - 0s 19ms/step >6, 480/693, d1=0.688, d2=0.693 g=0.806 2/2 [==============================] - 0s 18ms/step >6, 481/693, d1=0.687, d2=0.654 g=0.804 2/2 [==============================] - 0s 19ms/step >6, 482/693, d1=0.704, d2=0.641 g=0.820 2/2 [==============================] - 0s 18ms/step >6, 483/693, d1=0.710, d2=0.631 g=0.801 2/2 [==============================] - 0s 18ms/step >6, 484/693, d1=0.682, d2=0.678 g=0.799 2/2 [==============================] - 0s 18ms/step >6, 485/693, d1=0.700, d2=0.670 g=0.776 2/2 [==============================] - 0s 19ms/step >6, 486/693, d1=0.689, d2=0.681 g=0.778 2/2 [==============================] - 0s 16ms/step >6, 487/693, d1=0.664, d2=0.693 g=0.801 2/2 [==============================] - 0s 21ms/step >6, 488/693, d1=0.669, d2=0.657 g=0.800 2/2 [==============================] - 0s 16ms/step >6, 489/693, d1=0.676, d2=0.672 g=0.787 2/2 [==============================] - 0s 17ms/step >6, 490/693, d1=0.677, d2=0.669 g=0.800 2/2 [==============================] - 0s 17ms/step >6, 491/693, d1=0.702, d2=0.664 g=0.773 2/2 [==============================] - 0s 17ms/step >6, 492/693, d1=0.687, d2=0.660 g=0.776 2/2 [==============================] - 0s 17ms/step >6, 493/693, d1=0.687, d2=0.650 g=0.792 2/2 [==============================] - 0s 18ms/step >6, 494/693, d1=0.659, d2=0.686 g=0.766 2/2 [==============================] - 0s 20ms/step >6, 495/693, d1=0.665, d2=0.670 g=0.763 2/2 [==============================] - 0s 16ms/step >6, 496/693, d1=0.716, d2=0.691 g=0.767 2/2 [==============================] - 0s 18ms/step >6, 497/693, d1=0.664, d2=0.688 g=0.784 2/2 [==============================] - 0s 18ms/step >6, 498/693, d1=0.688, d2=0.680 g=0.792 2/2 [==============================] - 0s 18ms/step >6, 499/693, d1=0.661, d2=0.665 g=0.805 2/2 [==============================] - 0s 18ms/step >6, 500/693, d1=0.675, d2=0.657 g=0.801 2/2 [==============================] - 0s 18ms/step >6, 501/693, d1=0.685, d2=0.694 g=0.771 2/2 [==============================] - 0s 18ms/step >6, 502/693, d1=0.660, d2=0.667 g=0.780 2/2 [==============================] - 0s 17ms/step >6, 503/693, d1=0.694, d2=0.663 g=0.779 2/2 [==============================] - 0s 19ms/step >6, 504/693, d1=0.717, d2=0.656 g=0.777 2/2 [==============================] - 0s 20ms/step >6, 505/693, d1=0.687, d2=0.669 g=0.752 2/2 [==============================] - 0s 17ms/step >6, 506/693, d1=0.675, d2=0.691 g=0.754 2/2 [==============================] - 0s 17ms/step >6, 507/693, d1=0.656, d2=0.696 g=0.736 2/2 [==============================] - 0s 18ms/step >6, 508/693, d1=0.673, d2=0.699 g=0.732 2/2 [==============================] - 0s 20ms/step >6, 509/693, d1=0.641, d2=0.692 g=0.746 2/2 [==============================] - 0s 17ms/step >6, 510/693, d1=0.648, d2=0.701 g=0.726 2/2 [==============================] - 0s 19ms/step >6, 511/693, d1=0.636, d2=0.688 g=0.766 2/2 [==============================] - 0s 17ms/step >6, 512/693, d1=0.662, d2=0.699 g=0.793 2/2 [==============================] - 0s 17ms/step >6, 513/693, d1=0.639, d2=0.704 g=0.751 2/2 [==============================] - 0s 21ms/step >6, 514/693, d1=0.663, d2=0.709 g=0.803 2/2 [==============================] - 0s 18ms/step >6, 515/693, d1=0.680, d2=0.667 g=0.812 2/2 [==============================] - 0s 18ms/step >6, 516/693, d1=0.669, d2=0.680 g=0.783 2/2 [==============================] - 0s 18ms/step >6, 517/693, d1=0.665, d2=0.695 g=0.785 2/2 [==============================] - 0s 18ms/step >6, 518/693, d1=0.686, d2=0.650 g=0.795 2/2 [==============================] - 0s 18ms/step >6, 519/693, d1=0.721, d2=0.688 g=0.761 2/2 [==============================] - 0s 18ms/step >6, 520/693, d1=0.691, d2=0.673 g=0.781 2/2 [==============================] - 0s 17ms/step >6, 521/693, d1=0.667, d2=0.667 g=0.795 2/2 [==============================] - 0s 18ms/step >6, 522/693, d1=0.688, d2=0.670 g=0.779 2/2 [==============================] - 0s 19ms/step >6, 523/693, d1=0.681, d2=0.669 g=0.753 2/2 [==============================] - 0s 20ms/step >6, 524/693, d1=0.696, d2=0.669 g=0.767 2/2 [==============================] - 0s 17ms/step >6, 525/693, d1=0.694, d2=0.698 g=0.776 2/2 [==============================] - 0s 19ms/step >6, 526/693, d1=0.682, d2=0.672 g=0.767 2/2 [==============================] - 0s 18ms/step >6, 527/693, d1=0.674, d2=0.676 g=0.783 2/2 [==============================] - 0s 18ms/step >6, 528/693, d1=0.683, d2=0.673 g=0.759 2/2 [==============================] - 0s 19ms/step >6, 529/693, d1=0.666, d2=0.694 g=0.745 2/2 [==============================] - 0s 18ms/step >6, 530/693, d1=0.665, d2=0.710 g=0.763 2/2 [==============================] - 0s 15ms/step >6, 531/693, d1=0.648, d2=0.678 g=0.764 2/2 [==============================] - 0s 17ms/step >6, 532/693, d1=0.658, d2=0.686 g=0.761 2/2 [==============================] - 0s 22ms/step >6, 533/693, d1=0.684, d2=0.685 g=0.753 2/2 [==============================] - 0s 18ms/step >6, 534/693, d1=0.640, d2=0.675 g=0.748 2/2 [==============================] - 0s 17ms/step >6, 535/693, d1=0.641, d2=0.697 g=0.785 2/2 [==============================] - 0s 17ms/step >6, 536/693, d1=0.678, d2=0.670 g=0.765 2/2 [==============================] - 0s 18ms/step >6, 537/693, d1=0.665, d2=0.700 g=0.759 2/2 [==============================] - 0s 17ms/step >6, 538/693, d1=0.645, d2=0.668 g=0.739 2/2 [==============================] - 0s 18ms/step >6, 539/693, d1=0.647, d2=0.690 g=0.769 2/2 [==============================] - 0s 18ms/step >6, 540/693, d1=0.666, d2=0.659 g=0.774 2/2 [==============================] - 0s 19ms/step >6, 541/693, d1=0.662, d2=0.696 g=0.765 2/2 [==============================] - 0s 18ms/step >6, 542/693, d1=0.690, d2=0.679 g=0.761 2/2 [==============================] - 0s 19ms/step >6, 543/693, d1=0.691, d2=0.697 g=0.757 2/2 [==============================] - 0s 20ms/step >6, 544/693, d1=0.678, d2=0.657 g=0.789 2/2 [==============================] - 0s 19ms/step >6, 545/693, d1=0.690, d2=0.665 g=0.803 2/2 [==============================] - 0s 18ms/step >6, 546/693, d1=0.696, d2=0.685 g=0.782 2/2 [==============================] - 0s 22ms/step >6, 547/693, d1=0.692, d2=0.656 g=0.760 2/2 [==============================] - 0s 23ms/step >6, 548/693, d1=0.720, d2=0.666 g=0.776 2/2 [==============================] - 0s 20ms/step >6, 549/693, d1=0.693, d2=0.684 g=0.780 2/2 [==============================] - 0s 22ms/step >6, 550/693, d1=0.681, d2=0.669 g=0.782 2/2 [==============================] - 0s 20ms/step >6, 551/693, d1=0.687, d2=0.691 g=0.765 2/2 [==============================] - 0s 20ms/step >6, 552/693, d1=0.691, d2=0.685 g=0.775 2/2 [==============================] - 0s 20ms/step >6, 553/693, d1=0.685, d2=0.660 g=0.762 2/2 [==============================] - 0s 21ms/step >6, 554/693, d1=0.686, d2=0.688 g=0.763 2/2 [==============================] - 0s 22ms/step >6, 555/693, d1=0.683, d2=0.688 g=0.752 2/2 [==============================] - 0s 19ms/step >6, 556/693, d1=0.643, d2=0.703 g=0.743 2/2 [==============================] - 0s 19ms/step >6, 557/693, d1=0.655, d2=0.681 g=0.733 2/2 [==============================] - 0s 19ms/step >6, 558/693, d1=0.653, d2=0.719 g=0.743 2/2 [==============================] - 0s 20ms/step >6, 559/693, d1=0.652, d2=0.695 g=0.755 2/2 [==============================] - 0s 20ms/step >6, 560/693, d1=0.676, d2=0.694 g=0.744 2/2 [==============================] - 0s 22ms/step >6, 561/693, d1=0.663, d2=0.692 g=0.763 2/2 [==============================] - 0s 21ms/step >6, 562/693, d1=0.642, d2=0.683 g=0.756 2/2 [==============================] - 0s 18ms/step >6, 563/693, d1=0.653, d2=0.721 g=0.764 2/2 [==============================] - 0s 18ms/step >6, 564/693, d1=0.648, d2=0.694 g=0.736 2/2 [==============================] - 0s 17ms/step >6, 565/693, d1=0.674, d2=0.707 g=0.752 2/2 [==============================] - 0s 18ms/step >6, 566/693, d1=0.637, d2=0.724 g=0.752 2/2 [==============================] - 0s 17ms/step >6, 567/693, d1=0.654, d2=0.713 g=0.781 2/2 [==============================] - 0s 17ms/step >6, 568/693, d1=0.670, d2=0.673 g=0.789 2/2 [==============================] - 0s 21ms/step >6, 569/693, d1=0.719, d2=0.669 g=0.775 2/2 [==============================] - 0s 20ms/step >6, 570/693, d1=0.680, d2=0.670 g=0.764 2/2 [==============================] - 0s 19ms/step >6, 571/693, d1=0.672, d2=0.690 g=0.753 2/2 [==============================] - 0s 19ms/step >6, 572/693, d1=0.692, d2=0.671 g=0.752 2/2 [==============================] - 0s 17ms/step >6, 573/693, d1=0.646, d2=0.709 g=0.774 2/2 [==============================] - 0s 19ms/step >6, 574/693, d1=0.637, d2=0.694 g=0.769 2/2 [==============================] - 0s 17ms/step >6, 575/693, d1=0.658, d2=0.699 g=0.777 2/2 [==============================] - 0s 17ms/step >6, 576/693, d1=0.695, d2=0.685 g=0.784 2/2 [==============================] - 0s 17ms/step >6, 577/693, d1=0.683, d2=0.683 g=0.790 2/2 [==============================] - 0s 17ms/step >6, 578/693, d1=0.658, d2=0.649 g=0.808 2/2 [==============================] - 0s 19ms/step >6, 579/693, d1=0.690, d2=0.669 g=0.744 2/2 [==============================] - 0s 21ms/step >6, 580/693, d1=0.670, d2=0.673 g=0.782 2/2 [==============================] - 0s 17ms/step >6, 581/693, d1=0.680, d2=0.692 g=0.751 2/2 [==============================] - 0s 18ms/step >6, 582/693, d1=0.677, d2=0.685 g=0.784 2/2 [==============================] - 0s 17ms/step >6, 583/693, d1=0.683, d2=0.697 g=0.786 2/2 [==============================] - 0s 19ms/step >6, 584/693, d1=0.681, d2=0.677 g=0.792 2/2 [==============================] - 0s 18ms/step >6, 585/693, d1=0.699, d2=0.647 g=0.789 2/2 [==============================] - 0s 18ms/step >6, 586/693, d1=0.683, d2=0.644 g=0.793 2/2 [==============================] - 0s 18ms/step >6, 587/693, d1=0.703, d2=0.677 g=0.775 2/2 [==============================] - 0s 21ms/step >6, 588/693, d1=0.683, d2=0.679 g=0.784 2/2 [==============================] - 0s 19ms/step >6, 589/693, d1=0.692, d2=0.683 g=0.789 2/2 [==============================] - 0s 20ms/step >6, 590/693, d1=0.687, d2=0.689 g=0.798 2/2 [==============================] - 0s 18ms/step >6, 591/693, d1=0.690, d2=0.668 g=0.778 2/2 [==============================] - 0s 18ms/step >6, 592/693, d1=0.684, d2=0.659 g=0.830 2/2 [==============================] - 0s 18ms/step >6, 593/693, d1=0.691, d2=0.660 g=0.806 2/2 [==============================] - 0s 18ms/step >6, 594/693, d1=0.691, d2=0.667 g=0.783 2/2 [==============================] - 0s 17ms/step >6, 595/693, d1=0.666, d2=0.666 g=0.755 2/2 [==============================] - 0s 17ms/step >6, 596/693, d1=0.645, d2=0.697 g=0.761 2/2 [==============================] - 0s 18ms/step >6, 597/693, d1=0.634, d2=0.696 g=0.754 2/2 [==============================] - 0s 21ms/step >6, 598/693, d1=0.661, d2=0.705 g=0.741 2/2 [==============================] - 0s 18ms/step >6, 599/693, d1=0.652, d2=0.706 g=0.759 2/2 [==============================] - 0s 20ms/step >6, 600/693, d1=0.648, d2=0.688 g=0.733 2/2 [==============================] - 0s 17ms/step >6, 601/693, d1=0.645, d2=0.735 g=0.749 2/2 [==============================] - 0s 18ms/step >6, 602/693, d1=0.599, d2=0.703 g=0.753 2/2 [==============================] - 0s 18ms/step >6, 603/693, d1=0.661, d2=0.713 g=0.770 2/2 [==============================] - 0s 18ms/step >6, 604/693, d1=0.694, d2=0.656 g=0.773 2/2 [==============================] - 0s 17ms/step >6, 605/693, d1=0.649, d2=0.685 g=0.773 2/2 [==============================] - 0s 19ms/step >6, 606/693, d1=0.660, d2=0.699 g=0.750 2/2 [==============================] - 0s 18ms/step >6, 607/693, d1=0.649, d2=0.678 g=0.758 2/2 [==============================] - 0s 18ms/step >6, 608/693, d1=0.674, d2=0.697 g=0.772 2/2 [==============================] - 0s 18ms/step >6, 609/693, d1=0.664, d2=0.690 g=0.776 2/2 [==============================] - 0s 17ms/step >6, 610/693, d1=0.662, d2=0.706 g=0.758 2/2 [==============================] - 0s 18ms/step >6, 611/693, d1=0.661, d2=0.725 g=0.799 2/2 [==============================] - 0s 17ms/step >6, 612/693, d1=0.650, d2=0.663 g=0.805 2/2 [==============================] - 0s 18ms/step >6, 613/693, d1=0.717, d2=0.666 g=0.799 2/2 [==============================] - 0s 19ms/step >6, 614/693, d1=0.677, d2=0.667 g=0.776 2/2 [==============================] - 0s 18ms/step >6, 615/693, d1=0.696, d2=0.660 g=0.782 2/2 [==============================] - 0s 17ms/step >6, 616/693, d1=0.704, d2=0.673 g=0.788 2/2 [==============================] - 0s 20ms/step >6, 617/693, d1=0.681, d2=0.679 g=0.811 2/2 [==============================] - 0s 20ms/step >6, 618/693, d1=0.674, d2=0.667 g=0.783 2/2 [==============================] - 0s 17ms/step >6, 619/693, d1=0.682, d2=0.682 g=0.805 2/2 [==============================] - 0s 21ms/step >6, 620/693, d1=0.690, d2=0.683 g=0.770 2/2 [==============================] - 0s 18ms/step >6, 621/693, d1=0.709, d2=0.634 g=0.780 2/2 [==============================] - 0s 17ms/step >6, 622/693, d1=0.667, d2=0.671 g=0.789 2/2 [==============================] - 0s 17ms/step >6, 623/693, d1=0.734, d2=0.686 g=0.762 2/2 [==============================] - 0s 18ms/step >6, 624/693, d1=0.684, d2=0.675 g=0.758 2/2 [==============================] - 0s 18ms/step >6, 625/693, d1=0.653, d2=0.665 g=0.741 2/2 [==============================] - 0s 19ms/step >6, 626/693, d1=0.628, d2=0.717 g=0.745 2/2 [==============================] - 0s 20ms/step >6, 627/693, d1=0.682, d2=0.715 g=0.766 2/2 [==============================] - 0s 19ms/step >6, 628/693, d1=0.703, d2=0.668 g=0.789 2/2 [==============================] - 0s 18ms/step >6, 629/693, d1=0.662, d2=0.672 g=0.777 2/2 [==============================] - 0s 17ms/step >6, 630/693, d1=0.697, d2=0.670 g=0.790 2/2 [==============================] - 0s 18ms/step >6, 631/693, d1=0.677, d2=0.686 g=0.800 2/2 [==============================] - 0s 19ms/step >6, 632/693, d1=0.683, d2=0.666 g=0.812 2/2 [==============================] - 0s 13ms/step >6, 633/693, d1=0.688, d2=0.656 g=0.790 2/2 [==============================] - 0s 18ms/step >6, 634/693, d1=0.682, d2=0.701 g=0.780 2/2 [==============================] - 0s 17ms/step >6, 635/693, d1=0.642, d2=0.694 g=0.758 2/2 [==============================] - 0s 20ms/step >6, 636/693, d1=0.665, d2=0.684 g=0.771 2/2 [==============================] - 0s 21ms/step >6, 637/693, d1=0.672, d2=0.681 g=0.774 2/2 [==============================] - 0s 19ms/step >6, 638/693, d1=0.654, d2=0.683 g=0.780 2/2 [==============================] - 0s 18ms/step >6, 639/693, d1=0.673, d2=0.680 g=0.771 2/2 [==============================] - 0s 18ms/step >6, 640/693, d1=0.665, d2=0.688 g=0.780 2/2 [==============================] - 0s 16ms/step >6, 641/693, d1=0.694, d2=0.688 g=0.757 2/2 [==============================] - 0s 17ms/step >6, 642/693, d1=0.678, d2=0.682 g=0.778 2/2 [==============================] - 0s 17ms/step >6, 643/693, d1=0.699, d2=0.653 g=0.811 2/2 [==============================] - 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0s 20ms/step >6, 666/693, d1=0.671, d2=0.724 g=0.761 2/2 [==============================] - 0s 22ms/step >6, 667/693, d1=0.654, d2=0.713 g=0.772 2/2 [==============================] - 0s 18ms/step >6, 668/693, d1=0.686, d2=0.698 g=0.784 2/2 [==============================] - 0s 18ms/step >6, 669/693, d1=0.700, d2=0.639 g=0.806 2/2 [==============================] - 0s 21ms/step >6, 670/693, d1=0.695, d2=0.649 g=0.808 2/2 [==============================] - 0s 20ms/step >6, 671/693, d1=0.693, d2=0.678 g=0.786 2/2 [==============================] - 0s 21ms/step >6, 672/693, d1=0.708, d2=0.668 g=0.766 2/2 [==============================] - 0s 19ms/step >6, 673/693, d1=0.682, d2=0.654 g=0.765 2/2 [==============================] - 0s 18ms/step >6, 674/693, d1=0.702, d2=0.696 g=0.757 2/2 [==============================] - 0s 17ms/step >6, 675/693, d1=0.686, d2=0.670 g=0.767 2/2 [==============================] - 0s 17ms/step >6, 676/693, d1=0.661, d2=0.676 g=0.777 2/2 [==============================] - 0s 18ms/step >6, 677/693, d1=0.654, d2=0.693 g=0.787 2/2 [==============================] - 0s 18ms/step >6, 678/693, d1=0.695, d2=0.669 g=0.774 2/2 [==============================] - 0s 17ms/step >6, 679/693, d1=0.684, d2=0.680 g=0.753 2/2 [==============================] - 0s 19ms/step >6, 680/693, d1=0.681, d2=0.665 g=0.759 2/2 [==============================] - 0s 18ms/step >6, 681/693, d1=0.668, d2=0.668 g=0.761 2/2 [==============================] - 0s 19ms/step >6, 682/693, d1=0.683, d2=0.679 g=0.737 2/2 [==============================] - 0s 19ms/step >6, 683/693, d1=0.649, d2=0.713 g=0.767 2/2 [==============================] - 0s 18ms/step >6, 684/693, d1=0.653, d2=0.686 g=0.752 2/2 [==============================] - 0s 18ms/step >6, 685/693, d1=0.635, d2=0.699 g=0.755 2/2 [==============================] - 0s 18ms/step >6, 686/693, d1=0.689, d2=0.685 g=0.795 2/2 [==============================] - 0s 19ms/step >6, 687/693, d1=0.675, d2=0.694 g=0.756 2/2 [==============================] - 0s 19ms/step >6, 688/693, d1=0.678, d2=0.692 g=0.765 2/2 [==============================] - 0s 18ms/step >6, 689/693, d1=0.682, d2=0.657 g=0.762 2/2 [==============================] - 0s 18ms/step >6, 690/693, d1=0.677, d2=0.687 g=0.793 2/2 [==============================] - 0s 20ms/step >6, 691/693, d1=0.669, d2=0.688 g=0.756 2/2 [==============================] - 0s 19ms/step >6, 692/693, d1=0.698, d2=0.750 g=0.791 2/2 [==============================] - 0s 18ms/step >6, 693/693, d1=0.669, d2=0.639 g=0.795 2/2 [==============================] - 0s 17ms/step >7, 1/693, d1=0.696, d2=0.656 g=0.763 2/2 [==============================] - 0s 17ms/step >7, 2/693, d1=0.647, d2=0.678 g=0.748 2/2 [==============================] - 0s 17ms/step >7, 3/693, d1=0.669, d2=0.724 g=0.743 2/2 [==============================] - 0s 18ms/step >7, 4/693, d1=0.645, d2=0.675 g=0.787 2/2 [==============================] - 0s 19ms/step >7, 5/693, d1=0.665, d2=0.656 g=0.793 2/2 [==============================] - 0s 18ms/step >7, 6/693, d1=0.669, d2=0.691 g=0.761 2/2 [==============================] - 0s 19ms/step >7, 7/693, d1=0.642, d2=0.732 g=0.744 2/2 [==============================] - 0s 20ms/step >7, 8/693, d1=0.681, d2=0.712 g=0.774 2/2 [==============================] - 0s 18ms/step >7, 9/693, d1=0.663, d2=0.676 g=0.806 2/2 [==============================] - 0s 19ms/step >7, 10/693, d1=0.687, d2=0.634 g=0.812 2/2 [==============================] - 0s 19ms/step >7, 11/693, d1=0.706, d2=0.687 g=0.766 2/2 [==============================] - 0s 18ms/step >7, 12/693, d1=0.696, d2=0.700 g=0.779 2/2 [==============================] - 0s 17ms/step >7, 13/693, d1=0.677, d2=0.665 g=0.791 2/2 [==============================] - 0s 18ms/step >7, 14/693, d1=0.683, d2=0.652 g=0.809 2/2 [==============================] - 0s 17ms/step >7, 15/693, d1=0.693, d2=0.682 g=0.810 2/2 [==============================] - 0s 18ms/step >7, 16/693, d1=0.694, d2=0.689 g=0.746 2/2 [==============================] - 0s 19ms/step >7, 17/693, d1=0.667, d2=0.730 g=0.759 2/2 [==============================] - 0s 21ms/step >7, 18/693, d1=0.641, d2=0.688 g=0.789 2/2 [==============================] - 0s 17ms/step >7, 19/693, d1=0.686, d2=0.638 g=0.805 2/2 [==============================] - 0s 17ms/step >7, 20/693, d1=0.689, d2=0.645 g=0.792 2/2 [==============================] - 0s 17ms/step >7, 21/693, d1=0.673, d2=0.674 g=0.773 2/2 [==============================] - 0s 18ms/step >7, 22/693, d1=0.670, d2=0.689 g=0.754 2/2 [==============================] - 0s 18ms/step >7, 23/693, d1=0.656, d2=0.703 g=0.759 2/2 [==============================] - 0s 18ms/step >7, 24/693, d1=0.671, d2=0.691 g=0.748 2/2 [==============================] - 0s 17ms/step >7, 25/693, d1=0.634, d2=0.675 g=0.759 2/2 [==============================] - 0s 18ms/step >7, 26/693, d1=0.660, d2=0.741 g=0.747 2/2 [==============================] - 0s 19ms/step >7, 27/693, d1=0.625, d2=0.720 g=0.764 2/2 [==============================] - 0s 20ms/step >7, 28/693, d1=0.642, d2=0.684 g=0.752 2/2 [==============================] - 0s 19ms/step >7, 29/693, d1=0.664, d2=0.716 g=0.753 2/2 [==============================] - 0s 18ms/step >7, 30/693, d1=0.702, d2=0.699 g=0.771 2/2 [==============================] - 0s 17ms/step >7, 31/693, d1=0.665, d2=0.673 g=0.785 2/2 [==============================] - 0s 19ms/step >7, 32/693, d1=0.677, d2=0.653 g=0.766 2/2 [==============================] - 0s 19ms/step >7, 33/693, d1=0.682, d2=0.685 g=0.772 2/2 [==============================] - 0s 18ms/step >7, 34/693, d1=0.675, d2=0.689 g=0.776 2/2 [==============================] - 0s 18ms/step >7, 35/693, d1=0.635, d2=0.688 g=0.736 2/2 [==============================] - 0s 19ms/step >7, 36/693, d1=0.671, d2=0.693 g=0.747 2/2 [==============================] - 0s 20ms/step >7, 37/693, d1=0.678, d2=0.686 g=0.756 2/2 [==============================] - 0s 18ms/step >7, 38/693, d1=0.667, d2=0.669 g=0.765 2/2 [==============================] - 0s 18ms/step >7, 39/693, d1=0.692, d2=0.655 g=0.762 2/2 [==============================] - 0s 19ms/step >7, 40/693, d1=0.689, d2=0.687 g=0.763 2/2 [==============================] - 0s 19ms/step >7, 41/693, d1=0.676, d2=0.659 g=0.788 2/2 [==============================] - 0s 18ms/step >7, 42/693, d1=0.677, d2=0.693 g=0.808 2/2 [==============================] - 0s 18ms/step >7, 43/693, d1=0.701, d2=0.655 g=0.772 2/2 [==============================] - 0s 17ms/step >7, 44/693, d1=0.684, d2=0.686 g=0.787 2/2 [==============================] - 0s 18ms/step >7, 45/693, d1=0.669, d2=0.667 g=0.758 2/2 [==============================] - 0s 22ms/step >7, 46/693, d1=0.701, d2=0.694 g=0.801 2/2 [==============================] - 0s 21ms/step >7, 47/693, d1=0.658, d2=0.685 g=0.784 2/2 [==============================] - 0s 19ms/step >7, 48/693, d1=0.699, d2=0.657 g=0.778 2/2 [==============================] - 0s 17ms/step >7, 49/693, d1=0.679, d2=0.672 g=0.756 2/2 [==============================] - 0s 17ms/step >7, 50/693, d1=0.668, d2=0.668 g=0.752 2/2 [==============================] - 0s 17ms/step >7, 51/693, d1=0.617, d2=0.686 g=0.742 2/2 [==============================] - 0s 18ms/step >7, 52/693, d1=0.674, d2=0.719 g=0.740 2/2 [==============================] - 0s 18ms/step >7, 53/693, d1=0.653, d2=0.712 g=0.751 2/2 [==============================] - 0s 18ms/step >7, 54/693, d1=0.705, d2=0.694 g=0.764 2/2 [==============================] - 0s 18ms/step >7, 55/693, d1=0.675, d2=0.699 g=0.756 2/2 [==============================] - 0s 20ms/step >7, 56/693, d1=0.705, d2=0.695 g=0.778 2/2 [==============================] - 0s 19ms/step >7, 57/693, d1=0.659, d2=0.680 g=0.768 2/2 [==============================] - 0s 21ms/step >7, 58/693, d1=0.667, d2=0.718 g=0.747 2/2 [==============================] - 0s 17ms/step >7, 59/693, d1=0.687, d2=0.685 g=0.761 2/2 [==============================] - 0s 18ms/step >7, 60/693, d1=0.670, d2=0.671 g=0.765 2/2 [==============================] - 0s 20ms/step >7, 61/693, d1=0.663, d2=0.671 g=0.746 2/2 [==============================] - 0s 17ms/step >7, 62/693, d1=0.639, d2=0.685 g=0.754 2/2 [==============================] - 0s 19ms/step >7, 63/693, d1=0.652, d2=0.672 g=0.757 2/2 [==============================] - 0s 19ms/step >7, 64/693, d1=0.669, d2=0.708 g=0.776 2/2 [==============================] - 0s 20ms/step >7, 65/693, d1=0.658, d2=0.666 g=0.769 2/2 [==============================] - 0s 20ms/step >7, 66/693, d1=0.676, d2=0.652 g=0.784 2/2 [==============================] - 0s 19ms/step >7, 67/693, d1=0.706, d2=0.668 g=0.782 2/2 [==============================] - 0s 18ms/step >7, 68/693, d1=0.686, d2=0.672 g=0.766 2/2 [==============================] - 0s 18ms/step >7, 69/693, d1=0.682, d2=0.687 g=0.775 2/2 [==============================] - 0s 18ms/step >7, 70/693, d1=0.676, d2=0.702 g=0.788 2/2 [==============================] - 0s 18ms/step >7, 71/693, d1=0.672, d2=0.653 g=0.778 2/2 [==============================] - 0s 18ms/step >7, 72/693, d1=0.695, d2=0.686 g=0.795 2/2 [==============================] - 0s 18ms/step >7, 73/693, d1=0.716, d2=0.708 g=0.775 2/2 [==============================] - 0s 18ms/step >7, 74/693, d1=0.678, d2=0.678 g=0.763 2/2 [==============================] - 0s 19ms/step >7, 75/693, d1=0.636, d2=0.672 g=0.762 2/2 [==============================] - 0s 20ms/step >7, 76/693, d1=0.698, d2=0.686 g=0.760 2/2 [==============================] - 0s 20ms/step >7, 77/693, d1=0.663, d2=0.684 g=0.755 2/2 [==============================] - 0s 19ms/step >7, 78/693, d1=0.659, d2=0.693 g=0.765 2/2 [==============================] - 0s 20ms/step >7, 79/693, d1=0.688, d2=0.699 g=0.761 2/2 [==============================] - 0s 20ms/step >7, 80/693, d1=0.664, d2=0.695 g=0.765 2/2 [==============================] - 0s 20ms/step >7, 81/693, d1=0.660, d2=0.662 g=0.758 2/2 [==============================] - 0s 20ms/step >7, 82/693, d1=0.670, d2=0.725 g=0.754 2/2 [==============================] - 0s 18ms/step >7, 83/693, d1=0.661, d2=0.674 g=0.763 2/2 [==============================] - 0s 19ms/step >7, 84/693, d1=0.656, d2=0.677 g=0.742 2/2 [==============================] - 0s 20ms/step >7, 85/693, d1=0.680, d2=0.681 g=0.761 2/2 [==============================] - 0s 20ms/step >7, 86/693, d1=0.680, d2=0.690 g=0.736 2/2 [==============================] - 0s 21ms/step >7, 87/693, d1=0.632, d2=0.703 g=0.749 2/2 [==============================] - 0s 20ms/step >7, 88/693, d1=0.644, d2=0.691 g=0.776 2/2 [==============================] - 0s 20ms/step >7, 89/693, d1=0.669, d2=0.691 g=0.758 2/2 [==============================] - 0s 19ms/step >7, 90/693, d1=0.667, d2=0.703 g=0.798 2/2 [==============================] - 0s 20ms/step >7, 91/693, d1=0.699, d2=0.666 g=0.783 2/2 [==============================] - 0s 21ms/step >7, 92/693, d1=0.690, d2=0.649 g=0.795 2/2 [==============================] - 0s 20ms/step >7, 93/693, d1=0.714, d2=0.687 g=0.769 2/2 [==============================] - 0s 19ms/step >7, 94/693, d1=0.690, d2=0.665 g=0.779 2/2 [==============================] - 0s 18ms/step >7, 95/693, d1=0.699, d2=0.675 g=0.769 2/2 [==============================] - 0s 20ms/step >7, 96/693, d1=0.688, d2=0.678 g=0.785 2/2 [==============================] - 0s 18ms/step >7, 97/693, d1=0.708, d2=0.686 g=0.792 2/2 [==============================] - 0s 18ms/step >7, 98/693, d1=0.667, d2=0.700 g=0.785 2/2 [==============================] - 0s 18ms/step >7, 99/693, d1=0.713, d2=0.678 g=0.749 2/2 [==============================] - 0s 18ms/step >7, 100/693, d1=0.658, d2=0.686 g=0.763 2/2 [==============================] - 0s 19ms/step >7, 101/693, d1=0.661, d2=0.684 g=0.771 2/2 [==============================] - 0s 20ms/step >7, 102/693, d1=0.669, d2=0.686 g=0.769 2/2 [==============================] - 0s 17ms/step >7, 103/693, d1=0.674, d2=0.666 g=0.785 2/2 [==============================] - 0s 18ms/step >7, 104/693, d1=0.663, d2=0.664 g=0.767 2/2 [==============================] - 0s 18ms/step >7, 105/693, d1=0.664, d2=0.697 g=0.751 2/2 [==============================] - 0s 19ms/step >7, 106/693, d1=0.662, d2=0.686 g=0.755 2/2 [==============================] - 0s 19ms/step >7, 107/693, d1=0.662, d2=0.678 g=0.771 2/2 [==============================] - 0s 21ms/step >7, 108/693, d1=0.678, d2=0.691 g=0.794 2/2 [==============================] - 0s 17ms/step >7, 109/693, d1=0.642, d2=0.683 g=0.817 2/2 [==============================] - 0s 19ms/step >7, 110/693, d1=0.700, d2=0.682 g=0.787 2/2 [==============================] - 0s 19ms/step >7, 111/693, d1=0.689, d2=0.653 g=0.770 2/2 [==============================] - 0s 19ms/step >7, 112/693, d1=0.688, d2=0.656 g=0.779 2/2 [==============================] - 0s 18ms/step >7, 113/693, d1=0.702, d2=0.680 g=0.767 2/2 [==============================] - 0s 18ms/step >7, 114/693, d1=0.682, d2=0.691 g=0.769 2/2 [==============================] - 0s 18ms/step >7, 115/693, d1=0.703, d2=0.684 g=0.799 2/2 [==============================] - 0s 17ms/step >7, 116/693, d1=0.716, d2=0.676 g=0.781 2/2 [==============================] - 0s 20ms/step >7, 117/693, d1=0.666, d2=0.679 g=0.792 2/2 [==============================] - 0s 18ms/step >7, 118/693, d1=0.720, d2=0.660 g=0.775 2/2 [==============================] - 0s 18ms/step >7, 119/693, d1=0.719, d2=0.669 g=0.773 2/2 [==============================] - 0s 17ms/step >7, 120/693, d1=0.693, d2=0.689 g=0.761 2/2 [==============================] - 0s 19ms/step >7, 121/693, d1=0.673, d2=0.703 g=0.740 2/2 [==============================] - 0s 22ms/step >7, 122/693, d1=0.657, d2=0.691 g=0.758 2/2 [==============================] - 0s 20ms/step >7, 123/693, d1=0.654, d2=0.699 g=0.736 2/2 [==============================] - 0s 20ms/step >7, 124/693, d1=0.662, d2=0.728 g=0.737 2/2 [==============================] - 0s 22ms/step >7, 125/693, d1=0.655, d2=0.710 g=0.762 2/2 [==============================] - 0s 20ms/step >7, 126/693, d1=0.665, d2=0.677 g=0.803 2/2 [==============================] - 0s 21ms/step >7, 127/693, d1=0.669, d2=0.652 g=0.798 2/2 [==============================] - 0s 21ms/step >7, 128/693, d1=0.702, d2=0.666 g=0.792 2/2 [==============================] - 0s 20ms/step >7, 129/693, d1=0.726, d2=0.727 g=0.752 2/2 [==============================] - 0s 21ms/step >7, 130/693, d1=0.703, d2=0.692 g=0.733 2/2 [==============================] - 0s 21ms/step >7, 131/693, d1=0.671, d2=0.674 g=0.760 2/2 [==============================] - 0s 19ms/step >7, 132/693, d1=0.667, d2=0.682 g=0.785 2/2 [==============================] - 0s 22ms/step >7, 133/693, d1=0.660, d2=0.692 g=0.751 2/2 [==============================] - 0s 20ms/step >7, 134/693, d1=0.662, d2=0.689 g=0.766 2/2 [==============================] - 0s 20ms/step >7, 135/693, d1=0.666, d2=0.702 g=0.759 2/2 [==============================] - 0s 20ms/step >7, 136/693, d1=0.682, d2=0.715 g=0.783 2/2 [==============================] - 0s 22ms/step >7, 137/693, d1=0.692, d2=0.665 g=0.814 2/2 [==============================] - 0s 19ms/step >7, 138/693, d1=0.697, d2=0.638 g=0.804 2/2 [==============================] - 0s 17ms/step >7, 139/693, d1=0.668, d2=0.682 g=0.769 2/2 [==============================] - 0s 19ms/step >7, 140/693, d1=0.672, d2=0.695 g=0.771 2/2 [==============================] - 0s 17ms/step >7, 141/693, d1=0.686, d2=0.661 g=0.756 2/2 [==============================] - 0s 17ms/step >7, 142/693, d1=0.620, d2=0.696 g=0.751 2/2 [==============================] - 0s 18ms/step >7, 143/693, d1=0.657, d2=0.727 g=0.768 2/2 [==============================] - 0s 18ms/step >7, 144/693, d1=0.662, d2=0.725 g=0.800 2/2 [==============================] - 0s 18ms/step >7, 145/693, d1=0.658, d2=0.665 g=0.808 2/2 [==============================] - 0s 18ms/step >7, 146/693, d1=0.681, d2=0.665 g=0.783 2/2 [==============================] - 0s 18ms/step >7, 147/693, d1=0.696, d2=0.706 g=0.753 2/2 [==============================] - 0s 20ms/step >7, 148/693, d1=0.675, d2=0.706 g=0.747 2/2 [==============================] - 0s 20ms/step >7, 149/693, d1=0.682, d2=0.666 g=0.738 2/2 [==============================] - 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0s 18ms/step >7, 172/693, d1=0.664, d2=0.727 g=0.764 2/2 [==============================] - 0s 17ms/step >7, 173/693, d1=0.696, d2=0.676 g=0.812 2/2 [==============================] - 0s 18ms/step >7, 174/693, d1=0.696, d2=0.648 g=0.839 2/2 [==============================] - 0s 18ms/step >7, 175/693, d1=0.699, d2=0.685 g=0.803 2/2 [==============================] - 0s 19ms/step >7, 176/693, d1=0.682, d2=0.688 g=0.766 2/2 [==============================] - 0s 22ms/step >7, 177/693, d1=0.669, d2=0.684 g=0.794 2/2 [==============================] - 0s 17ms/step >7, 178/693, d1=0.684, d2=0.680 g=0.789 2/2 [==============================] - 0s 17ms/step >7, 179/693, d1=0.676, d2=0.644 g=0.783 2/2 [==============================] - 0s 17ms/step >7, 180/693, d1=0.673, d2=0.689 g=0.767 2/2 [==============================] - 0s 19ms/step >7, 181/693, d1=0.653, d2=0.718 g=0.785 2/2 [==============================] - 0s 17ms/step >7, 182/693, d1=0.705, d2=0.653 g=0.828 2/2 [==============================] - 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0s 22ms/step >7, 194/693, d1=0.711, d2=0.649 g=0.785 2/2 [==============================] - 0s 19ms/step >7, 195/693, d1=0.702, d2=0.687 g=0.741 2/2 [==============================] - 0s 20ms/step >7, 196/693, d1=0.690, d2=0.699 g=0.763 2/2 [==============================] - 0s 23ms/step >7, 197/693, d1=0.692, d2=0.700 g=0.780 2/2 [==============================] - 0s 19ms/step >7, 198/693, d1=0.638, d2=0.697 g=0.798 2/2 [==============================] - 0s 19ms/step >7, 199/693, d1=0.686, d2=0.729 g=0.766 2/2 [==============================] - 0s 21ms/step >7, 200/693, d1=0.680, d2=0.727 g=0.735 2/2 [==============================] - 0s 21ms/step >7, 201/693, d1=0.663, d2=0.696 g=0.764 2/2 [==============================] - 0s 22ms/step >7, 202/693, d1=0.694, d2=0.662 g=0.776 2/2 [==============================] - 0s 21ms/step >7, 203/693, d1=0.707, d2=0.693 g=0.758 2/2 [==============================] - 0s 22ms/step >7, 204/693, d1=0.676, d2=0.685 g=0.763 2/2 [==============================] - 0s 18ms/step >7, 205/693, d1=0.684, d2=0.716 g=0.772 2/2 [==============================] - 0s 16ms/step >7, 206/693, d1=0.682, d2=0.685 g=0.802 2/2 [==============================] - 0s 18ms/step >7, 207/693, d1=0.703, d2=0.645 g=0.809 2/2 [==============================] - 0s 17ms/step >7, 208/693, d1=0.692, d2=0.650 g=0.796 2/2 [==============================] - 0s 18ms/step >7, 209/693, d1=0.704, d2=0.659 g=0.767 2/2 [==============================] - 0s 18ms/step >7, 210/693, d1=0.705, d2=0.670 g=0.763 2/2 [==============================] - 0s 19ms/step >7, 211/693, d1=0.673, d2=0.712 g=0.759 2/2 [==============================] - 0s 16ms/step >7, 212/693, d1=0.661, d2=0.698 g=0.767 2/2 [==============================] - 0s 20ms/step >7, 213/693, d1=0.659, d2=0.692 g=0.751 2/2 [==============================] - 0s 19ms/step >7, 214/693, d1=0.645, d2=0.700 g=0.753 2/2 [==============================] - 0s 17ms/step >7, 215/693, d1=0.669, d2=0.685 g=0.773 2/2 [==============================] - 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0s 19ms/step >7, 227/693, d1=0.684, d2=0.631 g=0.807 2/2 [==============================] - 0s 19ms/step >7, 228/693, d1=0.706, d2=0.627 g=0.797 2/2 [==============================] - 0s 17ms/step >7, 229/693, d1=0.695, d2=0.668 g=0.775 2/2 [==============================] - 0s 17ms/step >7, 230/693, d1=0.649, d2=0.669 g=0.774 2/2 [==============================] - 0s 17ms/step >7, 231/693, d1=0.673, d2=0.679 g=0.771 2/2 [==============================] - 0s 19ms/step >7, 232/693, d1=0.675, d2=0.675 g=0.773 2/2 [==============================] - 0s 20ms/step >7, 233/693, d1=0.699, d2=0.654 g=0.775 2/2 [==============================] - 0s 18ms/step >7, 234/693, d1=0.656, d2=0.642 g=0.809 2/2 [==============================] - 0s 18ms/step >7, 235/693, d1=0.674, d2=0.687 g=0.758 2/2 [==============================] - 0s 18ms/step >7, 236/693, d1=0.646, d2=0.717 g=0.775 2/2 [==============================] - 0s 17ms/step >7, 237/693, d1=0.667, d2=0.679 g=0.797 2/2 [==============================] - 0s 20ms/step >7, 238/693, d1=0.699, d2=0.668 g=0.816 2/2 [==============================] - 0s 18ms/step >7, 239/693, d1=0.766, d2=0.653 g=0.777 2/2 [==============================] - 0s 18ms/step >7, 240/693, d1=0.687, d2=0.666 g=0.755 2/2 [==============================] - 0s 20ms/step >7, 241/693, d1=0.701, d2=0.691 g=0.750 2/2 [==============================] - 0s 20ms/step >7, 242/693, d1=0.699, d2=0.672 g=0.754 2/2 [==============================] - 0s 16ms/step >7, 243/693, d1=0.659, d2=0.715 g=0.744 2/2 [==============================] - 0s 17ms/step >7, 244/693, d1=0.684, d2=0.676 g=0.774 2/2 [==============================] - 0s 17ms/step >7, 245/693, d1=0.649, d2=0.709 g=0.767 2/2 [==============================] - 0s 18ms/step >7, 246/693, d1=0.629, d2=0.675 g=0.752 2/2 [==============================] - 0s 18ms/step >7, 247/693, d1=0.669, d2=0.681 g=0.732 2/2 [==============================] - 0s 18ms/step >7, 248/693, d1=0.673, d2=0.674 g=0.750 2/2 [==============================] - 0s 18ms/step >7, 249/693, d1=0.675, d2=0.684 g=0.786 2/2 [==============================] - 0s 19ms/step >7, 250/693, d1=0.664, d2=0.679 g=0.724 2/2 [==============================] - 0s 18ms/step >7, 251/693, d1=0.677, d2=0.722 g=0.736 2/2 [==============================] - 0s 19ms/step >7, 252/693, d1=0.643, d2=0.716 g=0.733 2/2 [==============================] - 0s 16ms/step >7, 253/693, d1=0.648, d2=0.714 g=0.751 2/2 [==============================] - 0s 17ms/step >7, 254/693, d1=0.661, d2=0.699 g=0.767 2/2 [==============================] - 0s 18ms/step >7, 255/693, d1=0.655, d2=0.719 g=0.769 2/2 [==============================] - 0s 18ms/step >7, 256/693, d1=0.681, d2=0.724 g=0.769 2/2 [==============================] - 0s 20ms/step >7, 257/693, d1=0.661, d2=0.691 g=0.760 2/2 [==============================] - 0s 17ms/step >7, 258/693, d1=0.718, d2=0.702 g=0.767 2/2 [==============================] - 0s 17ms/step >7, 259/693, d1=0.670, d2=0.690 g=0.774 2/2 [==============================] - 0s 22ms/step >7, 260/693, d1=0.666, d2=0.643 g=0.764 2/2 [==============================] - 0s 21ms/step >7, 261/693, d1=0.674, d2=0.663 g=0.743 2/2 [==============================] - 0s 18ms/step >7, 262/693, d1=0.648, d2=0.709 g=0.751 2/2 [==============================] - 0s 20ms/step >7, 263/693, d1=0.632, d2=0.722 g=0.743 2/2 [==============================] - 0s 19ms/step >7, 264/693, d1=0.653, d2=0.711 g=0.774 2/2 [==============================] - 0s 18ms/step >7, 265/693, d1=0.603, d2=0.695 g=0.800 2/2 [==============================] - 0s 17ms/step >7, 266/693, d1=0.671, d2=0.710 g=0.768 2/2 [==============================] - 0s 19ms/step >7, 267/693, d1=0.666, d2=0.678 g=0.793 2/2 [==============================] - 0s 17ms/step >7, 268/693, d1=0.732, d2=0.668 g=0.823 2/2 [==============================] - 0s 17ms/step >7, 269/693, d1=0.680, d2=0.659 g=0.806 2/2 [==============================] - 0s 18ms/step >7, 270/693, d1=0.702, d2=0.675 g=0.781 2/2 [==============================] - 0s 20ms/step >7, 271/693, d1=0.720, d2=0.688 g=0.775 2/2 [==============================] - 0s 18ms/step >7, 272/693, d1=0.696, d2=0.666 g=0.787 2/2 [==============================] - 0s 21ms/step >7, 273/693, d1=0.677, d2=0.681 g=0.761 2/2 [==============================] - 0s 18ms/step >7, 274/693, d1=0.657, d2=0.666 g=0.774 2/2 [==============================] - 0s 18ms/step >7, 275/693, d1=0.697, d2=0.690 g=0.776 2/2 [==============================] - 0s 19ms/step >7, 276/693, d1=0.673, d2=0.705 g=0.773 2/2 [==============================] - 0s 18ms/step >7, 277/693, d1=0.673, d2=0.672 g=0.762 2/2 [==============================] - 0s 17ms/step >7, 278/693, d1=0.654, d2=0.711 g=0.775 2/2 [==============================] - 0s 19ms/step >7, 279/693, d1=0.665, d2=0.692 g=0.792 2/2 [==============================] - 0s 20ms/step >7, 280/693, d1=0.739, d2=0.655 g=0.812 2/2 [==============================] - 0s 18ms/step >7, 281/693, d1=0.722, d2=0.654 g=0.768 2/2 [==============================] - 0s 19ms/step >7, 282/693, d1=0.699, d2=0.704 g=0.787 2/2 [==============================] - 0s 17ms/step >7, 283/693, d1=0.701, d2=0.666 g=0.792 2/2 [==============================] - 0s 19ms/step >7, 284/693, d1=0.666, d2=0.649 g=0.780 2/2 [==============================] - 0s 17ms/step >7, 285/693, d1=0.683, d2=0.695 g=0.778 2/2 [==============================] - 0s 19ms/step >7, 286/693, d1=0.668, d2=0.685 g=0.778 2/2 [==============================] - 0s 17ms/step >7, 287/693, d1=0.680, d2=0.713 g=0.786 2/2 [==============================] - 0s 18ms/step >7, 288/693, d1=0.678, d2=0.703 g=0.804 2/2 [==============================] - 0s 20ms/step >7, 289/693, d1=0.705, d2=0.656 g=0.801 2/2 [==============================] - 0s 23ms/step >7, 290/693, d1=0.713, d2=0.649 g=0.791 2/2 [==============================] - 0s 19ms/step >7, 291/693, d1=0.690, d2=0.663 g=0.775 2/2 [==============================] - 0s 17ms/step >7, 292/693, d1=0.700, d2=0.660 g=0.768 2/2 [==============================] - 0s 18ms/step >7, 293/693, d1=0.697, d2=0.676 g=0.781 2/2 [==============================] - 0s 18ms/step >7, 294/693, d1=0.684, d2=0.662 g=0.784 2/2 [==============================] - 0s 17ms/step >7, 295/693, d1=0.676, d2=0.667 g=0.767 2/2 [==============================] - 0s 18ms/step >7, 296/693, d1=0.681, d2=0.675 g=0.774 2/2 [==============================] - 0s 19ms/step >7, 297/693, d1=0.643, d2=0.708 g=0.760 2/2 [==============================] - 0s 20ms/step >7, 298/693, d1=0.683, d2=0.691 g=0.760 2/2 [==============================] - 0s 19ms/step >7, 299/693, d1=0.683, d2=0.681 g=0.769 2/2 [==============================] - 0s 20ms/step >7, 300/693, d1=0.678, d2=0.664 g=0.806 2/2 [==============================] - 0s 21ms/step >7, 301/693, d1=0.698, d2=0.681 g=0.759 2/2 [==============================] - 0s 20ms/step >7, 302/693, d1=0.671, d2=0.697 g=0.763 2/2 [==============================] - 0s 18ms/step >7, 303/693, d1=0.668, d2=0.676 g=0.756 2/2 [==============================] - 0s 18ms/step >7, 304/693, d1=0.691, d2=0.687 g=0.789 2/2 [==============================] - 0s 20ms/step >7, 305/693, d1=0.655, d2=0.695 g=0.759 2/2 [==============================] - 0s 20ms/step >7, 306/693, d1=0.660, d2=0.722 g=0.758 2/2 [==============================] - 0s 22ms/step >7, 307/693, d1=0.695, d2=0.679 g=0.787 2/2 [==============================] - 0s 20ms/step >7, 308/693, d1=0.661, d2=0.674 g=0.781 2/2 [==============================] - 0s 17ms/step >7, 309/693, d1=0.717, d2=0.641 g=0.776 2/2 [==============================] - 0s 20ms/step >7, 310/693, d1=0.676, d2=0.678 g=0.765 2/2 [==============================] - 0s 19ms/step >7, 311/693, d1=0.666, d2=0.670 g=0.752 2/2 [==============================] - 0s 19ms/step >7, 312/693, d1=0.687, d2=0.674 g=0.758 2/2 [==============================] - 0s 20ms/step >7, 313/693, d1=0.676, d2=0.671 g=0.769 2/2 [==============================] - 0s 19ms/step >7, 314/693, d1=0.632, d2=0.713 g=0.741 2/2 [==============================] - 0s 21ms/step >7, 315/693, d1=0.665, d2=0.701 g=0.724 2/2 [==============================] - 0s 19ms/step >7, 316/693, d1=0.623, d2=0.757 g=0.718 2/2 [==============================] - 0s 17ms/step >7, 317/693, d1=0.643, d2=0.731 g=0.743 2/2 [==============================] - 0s 22ms/step >7, 318/693, d1=0.663, d2=0.674 g=0.746 2/2 [==============================] - 0s 19ms/step >7, 319/693, d1=0.651, d2=0.723 g=0.766 2/2 [==============================] - 0s 20ms/step >7, 320/693, d1=0.645, d2=0.718 g=0.754 2/2 [==============================] - 0s 20ms/step >7, 321/693, d1=0.647, d2=0.709 g=0.760 2/2 [==============================] - 0s 21ms/step >7, 322/693, d1=0.660, d2=0.689 g=0.793 2/2 [==============================] - 0s 21ms/step >7, 323/693, d1=0.642, d2=0.721 g=0.788 2/2 [==============================] - 0s 22ms/step >7, 324/693, d1=0.673, d2=0.659 g=0.789 2/2 [==============================] - 0s 20ms/step >7, 325/693, d1=0.682, d2=0.653 g=0.781 2/2 [==============================] - 0s 22ms/step >7, 326/693, d1=0.699, d2=0.676 g=0.773 2/2 [==============================] - 0s 20ms/step >7, 327/693, d1=0.681, d2=0.658 g=0.775 2/2 [==============================] - 0s 19ms/step >7, 328/693, d1=0.677, d2=0.685 g=0.787 2/2 [==============================] - 0s 23ms/step >7, 329/693, d1=0.677, d2=0.661 g=0.738 2/2 [==============================] - 0s 21ms/step >7, 330/693, d1=0.676, d2=0.707 g=0.752 2/2 [==============================] - 0s 19ms/step >7, 331/693, d1=0.668, d2=0.677 g=0.753 2/2 [==============================] - 0s 20ms/step >7, 332/693, d1=0.678, d2=0.677 g=0.751 2/2 [==============================] - 0s 20ms/step >7, 333/693, d1=0.676, d2=0.697 g=0.732 2/2 [==============================] - 0s 17ms/step >7, 334/693, d1=0.655, d2=0.695 g=0.750 2/2 [==============================] - 0s 19ms/step >7, 335/693, d1=0.666, d2=0.714 g=0.754 2/2 [==============================] - 0s 19ms/step >7, 336/693, d1=0.666, d2=0.689 g=0.753 2/2 [==============================] - 0s 20ms/step >7, 337/693, d1=0.673, d2=0.656 g=0.783 2/2 [==============================] - 0s 21ms/step >7, 338/693, d1=0.676, d2=0.696 g=0.775 2/2 [==============================] - 0s 17ms/step >7, 339/693, d1=0.690, d2=0.650 g=0.781 2/2 [==============================] - 0s 21ms/step >7, 340/693, d1=0.695, d2=0.690 g=0.780 2/2 [==============================] - 0s 21ms/step >7, 341/693, d1=0.690, d2=0.663 g=0.783 2/2 [==============================] - 0s 19ms/step >7, 342/693, d1=0.673, d2=0.675 g=0.789 2/2 [==============================] - 0s 21ms/step >7, 343/693, d1=0.684, d2=0.683 g=0.755 2/2 [==============================] - 0s 19ms/step >7, 344/693, d1=0.669, d2=0.664 g=0.758 2/2 [==============================] - 0s 19ms/step >7, 345/693, d1=0.673, d2=0.709 g=0.752 2/2 [==============================] - 0s 21ms/step >7, 346/693, d1=0.661, d2=0.740 g=0.754 2/2 [==============================] - 0s 19ms/step >7, 347/693, d1=0.681, d2=0.698 g=0.787 2/2 [==============================] - 0s 21ms/step >7, 348/693, d1=0.699, d2=0.664 g=0.771 2/2 [==============================] - 0s 21ms/step >7, 349/693, d1=0.656, d2=0.682 g=0.766 2/2 [==============================] - 0s 19ms/step >7, 350/693, d1=0.695, d2=0.673 g=0.753 2/2 [==============================] - 0s 20ms/step >7, 351/693, d1=0.660, d2=0.718 g=0.772 2/2 [==============================] - 0s 20ms/step >7, 352/693, d1=0.647, d2=0.715 g=0.749 2/2 [==============================] - 0s 20ms/step >7, 353/693, d1=0.658, d2=0.686 g=0.758 2/2 [==============================] - 0s 19ms/step >7, 354/693, d1=0.700, d2=0.686 g=0.779 2/2 [==============================] - 0s 19ms/step >7, 355/693, d1=0.679, d2=0.665 g=0.774 2/2 [==============================] - 0s 20ms/step >7, 356/693, d1=0.695, d2=0.681 g=0.776 2/2 [==============================] - 0s 22ms/step >7, 357/693, d1=0.691, d2=0.643 g=0.788 2/2 [==============================] - 0s 20ms/step >7, 358/693, d1=0.672, d2=0.674 g=0.800 2/2 [==============================] - 0s 21ms/step >7, 359/693, d1=0.676, d2=0.664 g=0.780 2/2 [==============================] - 0s 21ms/step >7, 360/693, d1=0.667, d2=0.697 g=0.779 2/2 [==============================] - 0s 19ms/step >7, 361/693, d1=0.696, d2=0.702 g=0.773 2/2 [==============================] - 0s 19ms/step >7, 362/693, d1=0.710, d2=0.666 g=0.794 2/2 [==============================] - 0s 21ms/step >7, 363/693, d1=0.712, d2=0.669 g=0.809 2/2 [==============================] - 0s 20ms/step >7, 364/693, d1=0.701, d2=0.621 g=0.804 2/2 [==============================] - 0s 20ms/step >7, 365/693, d1=0.696, d2=0.688 g=0.754 2/2 [==============================] - 0s 18ms/step >7, 366/693, d1=0.710, d2=0.663 g=0.756 2/2 [==============================] - 0s 18ms/step >7, 367/693, d1=0.684, d2=0.702 g=0.752 2/2 [==============================] - 0s 21ms/step >7, 368/693, d1=0.662, d2=0.676 g=0.763 2/2 [==============================] - 0s 19ms/step >7, 369/693, d1=0.645, d2=0.658 g=0.748 2/2 [==============================] - 0s 18ms/step >7, 370/693, d1=0.652, d2=0.746 g=0.733 2/2 [==============================] - 0s 21ms/step >7, 371/693, d1=0.657, d2=0.778 g=0.772 2/2 [==============================] - 0s 20ms/step >7, 372/693, d1=0.673, d2=0.653 g=0.815 2/2 [==============================] - 0s 20ms/step >7, 373/693, d1=0.698, d2=0.647 g=0.790 2/2 [==============================] - 0s 20ms/step >7, 374/693, d1=0.699, d2=0.657 g=0.776 2/2 [==============================] - 0s 19ms/step >7, 375/693, d1=0.675, d2=0.680 g=0.774 2/2 [==============================] - 0s 20ms/step >7, 376/693, d1=0.672, d2=0.679 g=0.759 2/2 [==============================] - 0s 19ms/step >7, 377/693, d1=0.695, d2=0.705 g=0.746 2/2 [==============================] - 0s 20ms/step >7, 378/693, d1=0.649, d2=0.684 g=0.759 2/2 [==============================] - 0s 19ms/step >7, 379/693, d1=0.679, d2=0.705 g=0.779 2/2 [==============================] - 0s 21ms/step >7, 380/693, d1=0.666, d2=0.674 g=0.762 2/2 [==============================] - 0s 21ms/step >7, 381/693, d1=0.709, d2=0.658 g=0.745 2/2 [==============================] - 0s 21ms/step >7, 382/693, d1=0.650, d2=0.672 g=0.786 2/2 [==============================] - 0s 19ms/step >7, 383/693, d1=0.675, d2=0.657 g=0.785 2/2 [==============================] - 0s 18ms/step >7, 384/693, d1=0.692, d2=0.675 g=0.754 2/2 [==============================] - 0s 21ms/step >7, 385/693, d1=0.685, d2=0.671 g=0.727 2/2 [==============================] - 0s 21ms/step >7, 386/693, d1=0.667, d2=0.687 g=0.754 2/2 [==============================] - 0s 19ms/step >7, 387/693, d1=0.674, d2=0.675 g=0.719 2/2 [==============================] - 0s 19ms/step >7, 388/693, d1=0.651, d2=0.697 g=0.748 2/2 [==============================] - 0s 21ms/step >7, 389/693, d1=0.660, d2=0.731 g=0.744 2/2 [==============================] - 0s 19ms/step >7, 390/693, d1=0.643, d2=0.672 g=0.743 2/2 [==============================] - 0s 22ms/step >7, 391/693, d1=0.640, d2=0.711 g=0.739 2/2 [==============================] - 0s 22ms/step >7, 392/693, d1=0.691, d2=0.699 g=0.795 2/2 [==============================] - 0s 20ms/step >7, 393/693, d1=0.714, d2=0.677 g=0.791 2/2 [==============================] - 0s 17ms/step >7, 394/693, d1=0.687, d2=0.684 g=0.803 2/2 [==============================] - 0s 20ms/step >7, 395/693, d1=0.721, d2=0.668 g=0.766 2/2 [==============================] - 0s 20ms/step >7, 396/693, d1=0.706, d2=0.674 g=0.767 2/2 [==============================] - 0s 20ms/step >7, 397/693, d1=0.692, d2=0.663 g=0.766 2/2 [==============================] - 0s 19ms/step >7, 398/693, d1=0.677, d2=0.701 g=0.773 2/2 [==============================] - 0s 19ms/step >7, 399/693, d1=0.671, d2=0.693 g=0.766 2/2 [==============================] - 0s 19ms/step >7, 400/693, d1=0.634, d2=0.703 g=0.755 2/2 [==============================] - 0s 20ms/step >7, 401/693, d1=0.702, d2=0.681 g=0.797 2/2 [==============================] - 0s 19ms/step >7, 402/693, d1=0.695, d2=0.641 g=0.794 2/2 [==============================] - 0s 20ms/step >7, 403/693, d1=0.699, d2=0.651 g=0.803 2/2 [==============================] - 0s 18ms/step >7, 404/693, d1=0.720, d2=0.659 g=0.753 2/2 [==============================] - 0s 19ms/step >7, 405/693, d1=0.694, d2=0.684 g=0.759 2/2 [==============================] - 0s 22ms/step >7, 406/693, d1=0.685, d2=0.709 g=0.755 2/2 [==============================] - 0s 20ms/step >7, 407/693, d1=0.651, d2=0.715 g=0.760 2/2 [==============================] - 0s 21ms/step >7, 408/693, d1=0.667, d2=0.672 g=0.776 2/2 [==============================] - 0s 20ms/step >7, 409/693, d1=0.673, d2=0.711 g=0.764 2/2 [==============================] - 0s 20ms/step >7, 410/693, d1=0.670, d2=0.702 g=0.772 2/2 [==============================] - 0s 19ms/step >7, 411/693, d1=0.682, d2=0.677 g=0.739 2/2 [==============================] - 0s 21ms/step >7, 412/693, d1=0.688, d2=0.692 g=0.770 2/2 [==============================] - 0s 20ms/step >7, 413/693, d1=0.681, d2=0.684 g=0.771 2/2 [==============================] - 0s 19ms/step >7, 414/693, d1=0.667, d2=0.677 g=0.768 2/2 [==============================] - 0s 19ms/step >7, 415/693, d1=0.657, d2=0.690 g=0.766 2/2 [==============================] - 0s 19ms/step >7, 416/693, d1=0.680, d2=0.710 g=0.765 2/2 [==============================] - 0s 20ms/step >7, 417/693, d1=0.693, d2=0.672 g=0.790 2/2 [==============================] - 0s 17ms/step >7, 418/693, d1=0.679, d2=0.681 g=0.774 2/2 [==============================] - 0s 20ms/step >7, 419/693, d1=0.674, d2=0.685 g=0.753 2/2 [==============================] - 0s 21ms/step >7, 420/693, d1=0.681, d2=0.685 g=0.764 2/2 [==============================] - 0s 20ms/step >7, 421/693, d1=0.657, d2=0.681 g=0.763 2/2 [==============================] - 0s 21ms/step >7, 422/693, d1=0.677, d2=0.682 g=0.761 2/2 [==============================] - 0s 20ms/step >7, 423/693, d1=0.691, d2=0.708 g=0.778 2/2 [==============================] - 0s 21ms/step >7, 424/693, d1=0.683, d2=0.683 g=0.782 2/2 [==============================] - 0s 21ms/step >7, 425/693, d1=0.683, d2=0.679 g=0.779 2/2 [==============================] - 0s 22ms/step >7, 426/693, d1=0.691, d2=0.672 g=0.773 2/2 [==============================] - 0s 19ms/step >7, 427/693, d1=0.695, d2=0.665 g=0.770 2/2 [==============================] - 0s 21ms/step >7, 428/693, d1=0.700, d2=0.662 g=0.799 2/2 [==============================] - 0s 21ms/step >7, 429/693, d1=0.716, d2=0.696 g=0.800 2/2 [==============================] - 0s 22ms/step >7, 430/693, d1=0.705, d2=0.634 g=0.774 2/2 [==============================] - 0s 21ms/step >7, 431/693, d1=0.660, d2=0.744 g=0.746 2/2 [==============================] - 0s 20ms/step >7, 432/693, d1=0.673, d2=0.685 g=0.781 2/2 [==============================] - 0s 22ms/step >7, 433/693, d1=0.695, d2=0.650 g=0.784 2/2 [==============================] - 0s 19ms/step >7, 434/693, d1=0.671, d2=0.677 g=0.776 2/2 [==============================] - 0s 20ms/step >7, 435/693, d1=0.675, d2=0.663 g=0.741 2/2 [==============================] - 0s 18ms/step >7, 436/693, d1=0.648, d2=0.694 g=0.752 2/2 [==============================] - 0s 20ms/step >7, 437/693, d1=0.650, d2=0.677 g=0.746 2/2 [==============================] - 0s 20ms/step >7, 438/693, d1=0.640, d2=0.693 g=0.742 2/2 [==============================] - 0s 22ms/step >7, 439/693, d1=0.644, d2=0.711 g=0.755 2/2 [==============================] - 0s 20ms/step >7, 440/693, d1=0.659, d2=0.676 g=0.755 2/2 [==============================] - 0s 20ms/step >7, 441/693, d1=0.639, d2=0.706 g=0.752 2/2 [==============================] - 0s 22ms/step >7, 442/693, d1=0.665, d2=0.704 g=0.758 2/2 [==============================] - 0s 21ms/step >7, 443/693, d1=0.660, d2=0.679 g=0.743 2/2 [==============================] - 0s 20ms/step >7, 444/693, d1=0.699, d2=0.660 g=0.774 2/2 [==============================] - 0s 20ms/step >7, 445/693, d1=0.683, d2=0.665 g=0.772 2/2 [==============================] - 0s 19ms/step >7, 446/693, d1=0.699, d2=0.696 g=0.752 2/2 [==============================] - 0s 20ms/step >7, 447/693, d1=0.674, d2=0.699 g=0.764 2/2 [==============================] - 0s 21ms/step >7, 448/693, d1=0.674, d2=0.694 g=0.765 2/2 [==============================] - 0s 20ms/step >7, 449/693, d1=0.701, d2=0.694 g=0.760 2/2 [==============================] - 0s 20ms/step >7, 450/693, d1=0.683, d2=0.680 g=0.775 2/2 [==============================] - 0s 21ms/step >7, 451/693, d1=0.671, d2=0.665 g=0.779 2/2 [==============================] - 0s 20ms/step >7, 452/693, d1=0.675, d2=0.662 g=0.785 2/2 [==============================] - 0s 22ms/step >7, 453/693, d1=0.687, d2=0.669 g=0.759 2/2 [==============================] - 0s 17ms/step >7, 454/693, d1=0.652, d2=0.661 g=0.779 2/2 [==============================] - 0s 17ms/step >7, 455/693, d1=0.677, d2=0.656 g=0.786 2/2 [==============================] - 0s 17ms/step >7, 456/693, d1=0.688, d2=0.665 g=0.796 2/2 [==============================] - 0s 18ms/step >7, 457/693, d1=0.686, d2=0.663 g=0.761 2/2 [==============================] - 0s 17ms/step >7, 458/693, d1=0.685, d2=0.684 g=0.763 2/2 [==============================] - 0s 22ms/step >7, 459/693, d1=0.673, d2=0.660 g=0.749 2/2 [==============================] - 0s 18ms/step >7, 460/693, d1=0.667, d2=0.688 g=0.752 2/2 [==============================] - 0s 19ms/step >7, 461/693, d1=0.630, d2=0.712 g=0.758 2/2 [==============================] - 0s 17ms/step >7, 462/693, d1=0.673, d2=0.707 g=0.735 2/2 [==============================] - 0s 18ms/step >7, 463/693, d1=0.678, d2=0.702 g=0.759 2/2 [==============================] - 0s 20ms/step >7, 464/693, d1=0.679, d2=0.709 g=0.782 2/2 [==============================] - 0s 19ms/step >7, 465/693, d1=0.687, d2=0.689 g=0.780 2/2 [==============================] - 0s 18ms/step >7, 466/693, d1=0.688, d2=0.681 g=0.777 2/2 [==============================] - 0s 19ms/step >7, 467/693, d1=0.667, d2=0.685 g=0.764 2/2 [==============================] - 0s 17ms/step >7, 468/693, d1=0.707, d2=0.712 g=0.772 2/2 [==============================] - 0s 18ms/step >7, 469/693, d1=0.672, d2=0.680 g=0.778 2/2 [==============================] - 0s 20ms/step >7, 470/693, d1=0.703, d2=0.663 g=0.804 2/2 [==============================] - 0s 18ms/step >7, 471/693, d1=0.705, d2=0.663 g=0.783 2/2 [==============================] - 0s 21ms/step >7, 472/693, d1=0.703, d2=0.671 g=0.759 2/2 [==============================] - 0s 19ms/step >7, 473/693, d1=0.722, d2=0.691 g=0.787 2/2 [==============================] - 0s 19ms/step >7, 474/693, d1=0.722, d2=0.656 g=0.787 2/2 [==============================] - 0s 18ms/step >7, 475/693, d1=0.697, d2=0.656 g=0.801 2/2 [==============================] - 0s 19ms/step >7, 476/693, d1=0.693, d2=0.671 g=0.754 2/2 [==============================] - 0s 19ms/step >7, 477/693, d1=0.676, d2=0.665 g=0.742 2/2 [==============================] - 0s 18ms/step >7, 478/693, d1=0.688, d2=0.686 g=0.762 2/2 [==============================] - 0s 19ms/step >7, 479/693, d1=0.666, d2=0.705 g=0.748 2/2 [==============================] - 0s 18ms/step >7, 480/693, d1=0.666, d2=0.712 g=0.744 2/2 [==============================] - 0s 19ms/step >7, 481/693, d1=0.671, d2=0.694 g=0.735 2/2 [==============================] - 0s 18ms/step >7, 482/693, d1=0.663, d2=0.712 g=0.739 2/2 [==============================] - 0s 21ms/step >7, 483/693, d1=0.683, d2=0.732 g=0.746 2/2 [==============================] - 0s 20ms/step >7, 484/693, d1=0.671, d2=0.709 g=0.766 2/2 [==============================] - 0s 18ms/step >7, 485/693, d1=0.668, d2=0.681 g=0.754 2/2 [==============================] - 0s 18ms/step >7, 486/693, d1=0.681, d2=0.695 g=0.795 2/2 [==============================] - 0s 19ms/step >7, 487/693, d1=0.663, d2=0.699 g=0.761 2/2 [==============================] - 0s 19ms/step >7, 488/693, d1=0.644, d2=0.701 g=0.747 2/2 [==============================] - 0s 19ms/step >7, 489/693, d1=0.649, d2=0.676 g=0.747 2/2 [==============================] - 0s 19ms/step >7, 490/693, d1=0.648, d2=0.728 g=0.752 2/2 [==============================] - 0s 20ms/step >7, 491/693, d1=0.668, d2=0.707 g=0.754 2/2 [==============================] - 0s 19ms/step >7, 492/693, d1=0.701, d2=0.763 g=0.770 2/2 [==============================] - 0s 18ms/step >7, 493/693, d1=0.658, d2=0.670 g=0.800 2/2 [==============================] - 0s 19ms/step >7, 494/693, d1=0.692, d2=0.673 g=0.764 2/2 [==============================] - 0s 18ms/step >7, 495/693, d1=0.679, d2=0.679 g=0.762 2/2 [==============================] - 0s 20ms/step >7, 496/693, d1=0.669, d2=0.674 g=0.779 2/2 [==============================] - 0s 19ms/step >7, 497/693, d1=0.669, d2=0.689 g=0.748 2/2 [==============================] - 0s 19ms/step >7, 498/693, d1=0.676, d2=0.712 g=0.735 2/2 [==============================] - 0s 22ms/step >7, 499/693, d1=0.659, d2=0.696 g=0.751 2/2 [==============================] - 0s 18ms/step >7, 500/693, d1=0.657, d2=0.690 g=0.762 2/2 [==============================] - 0s 19ms/step >7, 501/693, d1=0.656, d2=0.674 g=0.766 2/2 [==============================] - 0s 18ms/step >7, 502/693, d1=0.676, d2=0.643 g=0.745 2/2 [==============================] - 0s 20ms/step >7, 503/693, d1=0.666, d2=0.679 g=0.760 2/2 [==============================] - 0s 20ms/step >7, 504/693, d1=0.672, d2=0.652 g=0.740 2/2 [==============================] - 0s 19ms/step >7, 505/693, d1=0.664, d2=0.688 g=0.744 2/2 [==============================] - 0s 17ms/step >7, 506/693, d1=0.651, d2=0.701 g=0.740 2/2 [==============================] - 0s 20ms/step >7, 507/693, d1=0.667, d2=0.707 g=0.763 2/2 [==============================] - 0s 19ms/step >7, 508/693, d1=0.699, d2=0.694 g=0.746 2/2 [==============================] - 0s 17ms/step >7, 509/693, d1=0.711, d2=0.676 g=0.749 2/2 [==============================] - 0s 18ms/step >7, 510/693, d1=0.681, d2=0.690 g=0.758 2/2 [==============================] - 0s 17ms/step >7, 511/693, d1=0.661, d2=0.688 g=0.749 2/2 [==============================] - 0s 19ms/step >7, 512/693, d1=0.704, d2=0.675 g=0.766 2/2 [==============================] - 0s 19ms/step >7, 513/693, d1=0.676, d2=0.666 g=0.761 2/2 [==============================] - 0s 20ms/step >7, 514/693, d1=0.692, d2=0.668 g=0.755 2/2 [==============================] - 0s 20ms/step >7, 515/693, d1=0.677, d2=0.676 g=0.767 2/2 [==============================] - 0s 19ms/step >7, 516/693, d1=0.672, d2=0.667 g=0.749 2/2 [==============================] - 0s 18ms/step >7, 517/693, d1=0.668, d2=0.676 g=0.776 2/2 [==============================] - 0s 19ms/step >7, 518/693, d1=0.688, d2=0.675 g=0.782 2/2 [==============================] - 0s 19ms/step >7, 519/693, d1=0.686, d2=0.651 g=0.757 2/2 [==============================] - 0s 18ms/step >7, 520/693, d1=0.724, d2=0.660 g=0.774 2/2 [==============================] - 0s 20ms/step >7, 521/693, d1=0.685, d2=0.681 g=0.748 2/2 [==============================] - 0s 19ms/step >7, 522/693, d1=0.682, d2=0.685 g=0.753 2/2 [==============================] - 0s 21ms/step >7, 523/693, d1=0.651, d2=0.681 g=0.774 2/2 [==============================] - 0s 18ms/step >7, 524/693, d1=0.694, d2=0.671 g=0.762 2/2 [==============================] - 0s 18ms/step >7, 525/693, d1=0.664, d2=0.662 g=0.776 2/2 [==============================] - 0s 19ms/step >7, 526/693, d1=0.690, d2=0.714 g=0.774 2/2 [==============================] - 0s 18ms/step >7, 527/693, d1=0.659, d2=0.657 g=0.783 2/2 [==============================] - 0s 17ms/step >7, 528/693, d1=0.681, d2=0.667 g=0.777 2/2 [==============================] - 0s 18ms/step >7, 529/693, d1=0.694, d2=0.662 g=0.789 2/2 [==============================] - 0s 19ms/step >7, 530/693, d1=0.673, d2=0.680 g=0.760 2/2 [==============================] - 0s 21ms/step >7, 531/693, d1=0.705, d2=0.681 g=0.754 2/2 [==============================] - 0s 20ms/step >7, 532/693, d1=0.649, d2=0.687 g=0.727 2/2 [==============================] - 0s 20ms/step >7, 533/693, d1=0.656, d2=0.689 g=0.752 2/2 [==============================] - 0s 19ms/step >7, 534/693, d1=0.679, d2=0.687 g=0.770 2/2 [==============================] - 0s 19ms/step >7, 535/693, d1=0.699, d2=0.676 g=0.771 2/2 [==============================] - 0s 19ms/step >7, 536/693, d1=0.681, d2=0.677 g=0.788 2/2 [==============================] - 0s 18ms/step >7, 537/693, d1=0.710, d2=0.670 g=0.741 2/2 [==============================] - 0s 17ms/step >7, 538/693, d1=0.662, d2=0.679 g=0.761 2/2 [==============================] - 0s 19ms/step >7, 539/693, d1=0.686, d2=0.686 g=0.749 2/2 [==============================] - 0s 19ms/step >7, 540/693, d1=0.686, d2=0.688 g=0.737 2/2 [==============================] - 0s 20ms/step >7, 541/693, d1=0.662, d2=0.691 g=0.752 2/2 [==============================] - 0s 18ms/step >7, 542/693, d1=0.667, d2=0.726 g=0.733 2/2 [==============================] - 0s 19ms/step >7, 543/693, d1=0.686, d2=0.696 g=0.745 2/2 [==============================] - 0s 20ms/step >7, 544/693, d1=0.669, d2=0.708 g=0.746 2/2 [==============================] - 0s 18ms/step >7, 545/693, d1=0.648, d2=0.688 g=0.742 2/2 [==============================] - 0s 19ms/step >7, 546/693, d1=0.652, d2=0.684 g=0.759 2/2 [==============================] - 0s 18ms/step >7, 547/693, d1=0.685, d2=0.674 g=0.743 2/2 [==============================] - 0s 20ms/step >7, 548/693, d1=0.668, d2=0.680 g=0.733 2/2 [==============================] - 0s 18ms/step >7, 549/693, d1=0.667, d2=0.727 g=0.743 2/2 [==============================] - 0s 17ms/step >7, 550/693, d1=0.677, d2=0.715 g=0.777 2/2 [==============================] - 0s 19ms/step >7, 551/693, d1=0.722, d2=0.674 g=0.747 2/2 [==============================] - 0s 20ms/step >7, 552/693, d1=0.703, d2=0.669 g=0.758 2/2 [==============================] - 0s 16ms/step >7, 553/693, d1=0.689, d2=0.686 g=0.773 2/2 [==============================] - 0s 19ms/step >7, 554/693, d1=0.698, d2=0.701 g=0.762 2/2 [==============================] - 0s 18ms/step >7, 555/693, d1=0.707, d2=0.698 g=0.762 2/2 [==============================] - 0s 19ms/step >7, 556/693, d1=0.692, d2=0.674 g=0.771 2/2 [==============================] - 0s 18ms/step >7, 557/693, d1=0.681, d2=0.668 g=0.789 2/2 [==============================] - 0s 18ms/step >7, 558/693, d1=0.684, d2=0.679 g=0.777 2/2 [==============================] - 0s 19ms/step >7, 559/693, d1=0.687, d2=0.680 g=0.791 2/2 [==============================] - 0s 18ms/step >7, 560/693, d1=0.699, d2=0.663 g=0.780 2/2 [==============================] - 0s 19ms/step >7, 561/693, d1=0.691, d2=0.675 g=0.776 2/2 [==============================] - 0s 18ms/step >7, 562/693, d1=0.710, d2=0.681 g=0.759 2/2 [==============================] - 0s 18ms/step >7, 563/693, d1=0.681, d2=0.704 g=0.751 2/2 [==============================] - 0s 17ms/step >7, 564/693, d1=0.671, d2=0.684 g=0.748 2/2 [==============================] - 0s 17ms/step >7, 565/693, d1=0.676, d2=0.706 g=0.759 2/2 [==============================] - 0s 19ms/step >7, 566/693, d1=0.698, d2=0.685 g=0.758 2/2 [==============================] - 0s 17ms/step >7, 567/693, d1=0.675, d2=0.666 g=0.744 2/2 [==============================] - 0s 20ms/step >7, 568/693, d1=0.676, d2=0.691 g=0.735 2/2 [==============================] - 0s 17ms/step >7, 569/693, d1=0.663, d2=0.709 g=0.735 2/2 [==============================] - 0s 19ms/step >7, 570/693, d1=0.678, d2=0.691 g=0.743 2/2 [==============================] - 0s 18ms/step >7, 571/693, d1=0.666, d2=0.703 g=0.716 2/2 [==============================] - 0s 19ms/step >7, 572/693, d1=0.666, d2=0.670 g=0.773 2/2 [==============================] - 0s 19ms/step >7, 573/693, d1=0.695, d2=0.687 g=0.778 2/2 [==============================] - 0s 19ms/step >7, 574/693, d1=0.672, d2=0.678 g=0.752 2/2 [==============================] - 0s 23ms/step >7, 575/693, d1=0.684, d2=0.684 g=0.731 2/2 [==============================] - 0s 18ms/step >7, 576/693, d1=0.658, d2=0.702 g=0.762 2/2 [==============================] - 0s 20ms/step >7, 577/693, d1=0.682, d2=0.665 g=0.768 2/2 [==============================] - 0s 18ms/step >7, 578/693, d1=0.670, d2=0.701 g=0.754 2/2 [==============================] - 0s 20ms/step >7, 579/693, d1=0.705, d2=0.701 g=0.756 2/2 [==============================] - 0s 19ms/step >7, 580/693, d1=0.667, d2=0.666 g=0.794 2/2 [==============================] - 0s 18ms/step >7, 581/693, d1=0.681, d2=0.657 g=0.766 2/2 [==============================] - 0s 19ms/step >7, 582/693, d1=0.705, d2=0.692 g=0.771 2/2 [==============================] - 0s 18ms/step >7, 583/693, d1=0.659, d2=0.662 g=0.754 2/2 [==============================] - 0s 17ms/step >7, 584/693, d1=0.666, d2=0.685 g=0.728 2/2 [==============================] - 0s 18ms/step >7, 585/693, d1=0.674, d2=0.730 g=0.750 2/2 [==============================] - 0s 19ms/step >7, 586/693, d1=0.641, d2=0.714 g=0.755 2/2 [==============================] - 0s 19ms/step >7, 587/693, d1=0.698, d2=0.693 g=0.791 2/2 [==============================] - 0s 18ms/step >7, 588/693, d1=0.686, d2=0.638 g=0.798 2/2 [==============================] - 0s 21ms/step >7, 589/693, d1=0.711, d2=0.647 g=0.764 2/2 [==============================] - 0s 20ms/step >7, 590/693, d1=0.693, d2=0.660 g=0.748 2/2 [==============================] - 0s 18ms/step >7, 591/693, d1=0.688, d2=0.677 g=0.758 2/2 [==============================] - 0s 18ms/step >7, 592/693, d1=0.659, d2=0.676 g=0.749 2/2 [==============================] - 0s 18ms/step >7, 593/693, d1=0.645, d2=0.695 g=0.747 2/2 [==============================] - 0s 19ms/step >7, 594/693, d1=0.674, d2=0.698 g=0.751 2/2 [==============================] - 0s 18ms/step >7, 595/693, d1=0.680, d2=0.710 g=0.765 2/2 [==============================] - 0s 20ms/step >7, 596/693, d1=0.699, d2=0.669 g=0.773 2/2 [==============================] - 0s 19ms/step >7, 597/693, d1=0.659, d2=0.673 g=0.792 2/2 [==============================] - 0s 19ms/step >7, 598/693, d1=0.710, d2=0.684 g=0.778 2/2 [==============================] - 0s 18ms/step >7, 599/693, d1=0.705, d2=0.661 g=0.755 2/2 [==============================] - 0s 20ms/step >7, 600/693, d1=0.676, d2=0.641 g=0.765 2/2 [==============================] - 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0s 19ms/step >7, 612/693, d1=0.669, d2=0.692 g=0.775 2/2 [==============================] - 0s 20ms/step >7, 613/693, d1=0.652, d2=0.671 g=0.767 2/2 [==============================] - 0s 19ms/step >7, 614/693, d1=0.672, d2=0.709 g=0.763 2/2 [==============================] - 0s 20ms/step >7, 615/693, d1=0.674, d2=0.669 g=0.758 2/2 [==============================] - 0s 17ms/step >7, 616/693, d1=0.691, d2=0.689 g=0.768 2/2 [==============================] - 0s 19ms/step >7, 617/693, d1=0.678, d2=0.662 g=0.755 2/2 [==============================] - 0s 19ms/step >7, 618/693, d1=0.661, d2=0.689 g=0.785 2/2 [==============================] - 0s 17ms/step >7, 619/693, d1=0.711, d2=0.683 g=0.784 2/2 [==============================] - 0s 20ms/step >7, 620/693, d1=0.700, d2=0.673 g=0.791 2/2 [==============================] - 0s 19ms/step >7, 621/693, d1=0.704, d2=0.674 g=0.769 2/2 [==============================] - 0s 19ms/step >7, 622/693, d1=0.691, d2=0.649 g=0.771 2/2 [==============================] - 0s 19ms/step >7, 623/693, d1=0.701, d2=0.676 g=0.768 2/2 [==============================] - 0s 20ms/step >7, 624/693, d1=0.689, d2=0.662 g=0.770 2/2 [==============================] - 0s 18ms/step >7, 625/693, d1=0.668, d2=0.685 g=0.753 2/2 [==============================] - 0s 20ms/step >7, 626/693, d1=0.630, d2=0.698 g=0.756 2/2 [==============================] - 0s 18ms/step >7, 627/693, d1=0.667, d2=0.706 g=0.756 2/2 [==============================] - 0s 19ms/step >7, 628/693, d1=0.698, d2=0.687 g=0.798 2/2 [==============================] - 0s 18ms/step >7, 629/693, d1=0.709, d2=0.635 g=0.785 2/2 [==============================] - 0s 20ms/step >7, 630/693, d1=0.724, d2=0.665 g=0.772 2/2 [==============================] - 0s 18ms/step >7, 631/693, d1=0.689, d2=0.685 g=0.768 2/2 [==============================] - 0s 19ms/step >7, 632/693, d1=0.690, d2=0.686 g=0.749 2/2 [==============================] - 0s 17ms/step >7, 633/693, d1=0.674, d2=0.679 g=0.781 2/2 [==============================] - 0s 19ms/step >7, 634/693, d1=0.660, d2=0.675 g=0.786 2/2 [==============================] - 0s 17ms/step >7, 635/693, d1=0.668, d2=0.700 g=0.762 2/2 [==============================] - 0s 18ms/step >7, 636/693, d1=0.663, d2=0.702 g=0.761 2/2 [==============================] - 0s 18ms/step >7, 637/693, d1=0.689, d2=0.698 g=0.799 2/2 [==============================] - 0s 16ms/step >7, 638/693, d1=0.670, d2=0.670 g=0.793 2/2 [==============================] - 0s 18ms/step >7, 639/693, d1=0.661, d2=0.677 g=0.760 2/2 [==============================] - 0s 17ms/step >7, 640/693, d1=0.651, d2=0.663 g=0.759 2/2 [==============================] - 0s 20ms/step >7, 641/693, d1=0.693, d2=0.688 g=0.764 2/2 [==============================] - 0s 18ms/step >7, 642/693, d1=0.691, d2=0.671 g=0.759 2/2 [==============================] - 0s 20ms/step >7, 643/693, d1=0.666, d2=0.682 g=0.773 2/2 [==============================] - 0s 19ms/step >7, 644/693, d1=0.682, d2=0.705 g=0.759 2/2 [==============================] - 0s 18ms/step >7, 645/693, d1=0.654, d2=0.716 g=0.775 2/2 [==============================] - 0s 17ms/step >7, 646/693, d1=0.688, d2=0.698 g=0.780 2/2 [==============================] - 0s 18ms/step >7, 647/693, d1=0.718, d2=0.683 g=0.812 2/2 [==============================] - 0s 19ms/step >7, 648/693, d1=0.666, d2=0.653 g=0.794 2/2 [==============================] - 0s 17ms/step >7, 649/693, d1=0.686, d2=0.670 g=0.764 2/2 [==============================] - 0s 19ms/step >7, 650/693, d1=0.663, d2=0.697 g=0.744 2/2 [==============================] - 0s 18ms/step >7, 651/693, d1=0.654, d2=0.688 g=0.738 2/2 [==============================] - 0s 19ms/step >7, 652/693, d1=0.693, d2=0.689 g=0.766 2/2 [==============================] - 0s 18ms/step >7, 653/693, d1=0.664, d2=0.680 g=0.761 2/2 [==============================] - 0s 20ms/step >7, 654/693, d1=0.667, d2=0.700 g=0.763 2/2 [==============================] - 0s 18ms/step >7, 655/693, d1=0.650, d2=0.686 g=0.766 2/2 [==============================] - 0s 20ms/step >7, 656/693, d1=0.659, d2=0.685 g=0.792 2/2 [==============================] - 0s 19ms/step >7, 657/693, d1=0.689, d2=0.669 g=0.781 2/2 [==============================] - 0s 17ms/step >7, 658/693, d1=0.738, d2=0.675 g=0.768 2/2 [==============================] - 0s 20ms/step >7, 659/693, d1=0.674, d2=0.660 g=0.772 2/2 [==============================] - 0s 18ms/step >7, 660/693, d1=0.672, d2=0.660 g=0.749 2/2 [==============================] - 0s 19ms/step >7, 661/693, d1=0.661, d2=0.680 g=0.738 2/2 [==============================] - 0s 19ms/step >7, 662/693, d1=0.640, d2=0.698 g=0.746 2/2 [==============================] - 0s 18ms/step >7, 663/693, d1=0.678, d2=0.737 g=0.747 2/2 [==============================] - 0s 19ms/step >7, 664/693, d1=0.648, d2=0.691 g=0.763 2/2 [==============================] - 0s 20ms/step >7, 665/693, d1=0.664, d2=0.675 g=0.755 2/2 [==============================] - 0s 18ms/step >7, 666/693, d1=0.689, d2=0.675 g=0.763 2/2 [==============================] - 0s 20ms/step >7, 667/693, d1=0.676, d2=0.696 g=0.753 2/2 [==============================] - 0s 19ms/step >7, 668/693, d1=0.656, d2=0.696 g=0.752 2/2 [==============================] - 0s 19ms/step >7, 669/693, d1=0.654, d2=0.710 g=0.737 2/2 [==============================] - 0s 18ms/step >7, 670/693, d1=0.688, d2=0.688 g=0.749 2/2 [==============================] - 0s 18ms/step >7, 671/693, d1=0.664, d2=0.689 g=0.756 2/2 [==============================] - 0s 19ms/step >7, 672/693, d1=0.647, d2=0.718 g=0.736 2/2 [==============================] - 0s 19ms/step >7, 673/693, d1=0.645, d2=0.702 g=0.732 2/2 [==============================] - 0s 20ms/step >7, 674/693, d1=0.688, d2=0.687 g=0.807 2/2 [==============================] - 0s 17ms/step >7, 675/693, d1=0.701, d2=0.689 g=0.747 2/2 [==============================] - 0s 17ms/step >7, 676/693, d1=0.654, d2=0.699 g=0.764 2/2 [==============================] - 0s 18ms/step >7, 677/693, d1=0.673, d2=0.705 g=0.765 2/2 [==============================] - 0s 18ms/step >7, 678/693, d1=0.705, d2=0.681 g=0.804 2/2 [==============================] - 0s 19ms/step >7, 679/693, d1=0.693, d2=0.647 g=0.792 2/2 [==============================] - 0s 18ms/step >7, 680/693, d1=0.682, d2=0.676 g=0.778 2/2 [==============================] - 0s 19ms/step >7, 681/693, d1=0.694, d2=0.677 g=0.760 2/2 [==============================] - 0s 18ms/step >7, 682/693, d1=0.700, d2=0.694 g=0.772 2/2 [==============================] - 0s 21ms/step >7, 683/693, d1=0.688, d2=0.691 g=0.775 2/2 [==============================] - 0s 19ms/step >7, 684/693, d1=0.693, d2=0.688 g=0.765 2/2 [==============================] - 0s 20ms/step >7, 685/693, d1=0.676, d2=0.691 g=0.756 2/2 [==============================] - 0s 18ms/step >7, 686/693, d1=0.666, d2=0.690 g=0.749 2/2 [==============================] - 0s 19ms/step >7, 687/693, d1=0.684, d2=0.690 g=0.756 2/2 [==============================] - 0s 19ms/step >7, 688/693, d1=0.664, d2=0.685 g=0.756 2/2 [==============================] - 0s 17ms/step >7, 689/693, d1=0.690, d2=0.673 g=0.745 2/2 [==============================] - 0s 19ms/step >7, 690/693, d1=0.669, d2=0.691 g=0.770 2/2 [==============================] - 0s 18ms/step >7, 691/693, d1=0.695, d2=0.705 g=0.761 2/2 [==============================] - 0s 20ms/step >7, 692/693, d1=0.673, d2=0.706 g=0.766 2/2 [==============================] - 0s 17ms/step >7, 693/693, d1=0.688, d2=0.677 g=0.775 2/2 [==============================] - 0s 19ms/step >8, 1/693, d1=0.664, d2=0.668 g=0.759 2/2 [==============================] - 0s 20ms/step >8, 2/693, d1=0.667, d2=0.678 g=0.778 2/2 [==============================] - 0s 19ms/step >8, 3/693, d1=0.699, d2=0.684 g=0.742 2/2 [==============================] - 0s 18ms/step >8, 4/693, d1=0.662, d2=0.660 g=0.771 2/2 [==============================] - 0s 21ms/step >8, 5/693, d1=0.687, d2=0.673 g=0.751 2/2 [==============================] - 0s 19ms/step >8, 6/693, d1=0.660, d2=0.690 g=0.760 2/2 [==============================] - 0s 20ms/step >8, 7/693, d1=0.684, d2=0.668 g=0.748 2/2 [==============================] - 0s 19ms/step >8, 8/693, d1=0.683, d2=0.706 g=0.752 2/2 [==============================] - 0s 17ms/step >8, 9/693, d1=0.678, d2=0.680 g=0.773 2/2 [==============================] - 0s 20ms/step >8, 10/693, d1=0.685, d2=0.681 g=0.749 2/2 [==============================] - 0s 20ms/step >8, 11/693, d1=0.685, d2=0.710 g=0.747 2/2 [==============================] - 0s 19ms/step >8, 12/693, d1=0.664, d2=0.671 g=0.752 2/2 [==============================] - 0s 18ms/step >8, 13/693, d1=0.664, d2=0.709 g=0.749 2/2 [==============================] - 0s 19ms/step >8, 14/693, d1=0.682, d2=0.675 g=0.770 2/2 [==============================] - 0s 19ms/step >8, 15/693, d1=0.657, d2=0.678 g=0.787 2/2 [==============================] - 0s 20ms/step >8, 16/693, d1=0.669, d2=0.680 g=0.770 2/2 [==============================] - 0s 20ms/step >8, 17/693, d1=0.673, d2=0.669 g=0.765 2/2 [==============================] - 0s 18ms/step >8, 18/693, d1=0.684, d2=0.715 g=0.778 2/2 [==============================] - 0s 19ms/step >8, 19/693, d1=0.692, d2=0.667 g=0.790 2/2 [==============================] - 0s 19ms/step >8, 20/693, d1=0.686, d2=0.660 g=0.782 2/2 [==============================] - 0s 18ms/step >8, 21/693, d1=0.673, d2=0.656 g=0.815 2/2 [==============================] - 0s 21ms/step >8, 22/693, d1=0.720, d2=0.642 g=0.800 2/2 [==============================] - 0s 20ms/step >8, 23/693, d1=0.709, d2=0.652 g=0.784 2/2 [==============================] - 0s 18ms/step >8, 24/693, d1=0.673, d2=0.662 g=0.761 2/2 [==============================] - 0s 19ms/step >8, 25/693, d1=0.697, d2=0.661 g=0.776 2/2 [==============================] - 0s 20ms/step >8, 26/693, d1=0.672, d2=0.669 g=0.759 2/2 [==============================] - 0s 17ms/step >8, 27/693, d1=0.682, d2=0.692 g=0.753 2/2 [==============================] - 0s 19ms/step >8, 28/693, d1=0.705, d2=0.651 g=0.794 2/2 [==============================] - 0s 18ms/step >8, 29/693, d1=0.696, d2=0.656 g=0.773 2/2 [==============================] - 0s 17ms/step >8, 30/693, d1=0.673, d2=0.681 g=0.769 2/2 [==============================] - 0s 19ms/step >8, 31/693, d1=0.717, d2=0.679 g=0.745 2/2 [==============================] - 0s 19ms/step >8, 32/693, d1=0.668, d2=0.673 g=0.747 2/2 [==============================] - 0s 19ms/step >8, 33/693, d1=0.669, d2=0.667 g=0.745 2/2 [==============================] - 0s 18ms/step >8, 34/693, d1=0.649, d2=0.711 g=0.742 2/2 [==============================] - 0s 21ms/step >8, 35/693, d1=0.670, d2=0.701 g=0.741 2/2 [==============================] - 0s 17ms/step >8, 36/693, d1=0.675, d2=0.688 g=0.734 2/2 [==============================] - 0s 19ms/step >8, 37/693, d1=0.686, d2=0.712 g=0.752 2/2 [==============================] - 0s 19ms/step >8, 38/693, d1=0.644, d2=0.705 g=0.736 2/2 [==============================] - 0s 17ms/step >8, 39/693, d1=0.672, d2=0.690 g=0.758 2/2 [==============================] - 0s 21ms/step >8, 40/693, d1=0.692, d2=0.687 g=0.733 2/2 [==============================] - 0s 18ms/step >8, 41/693, d1=0.684, d2=0.683 g=0.733 2/2 [==============================] - 0s 19ms/step >8, 42/693, d1=0.671, d2=0.696 g=0.772 2/2 [==============================] - 0s 20ms/step >8, 43/693, d1=0.663, d2=0.697 g=0.767 2/2 [==============================] - 0s 19ms/step >8, 44/693, d1=0.676, d2=0.684 g=0.749 2/2 [==============================] - 0s 18ms/step >8, 45/693, d1=0.689, d2=0.705 g=0.741 2/2 [==============================] - 0s 19ms/step >8, 46/693, d1=0.659, d2=0.693 g=0.753 2/2 [==============================] - 0s 17ms/step >8, 47/693, d1=0.665, d2=0.657 g=0.763 2/2 [==============================] - 0s 18ms/step >8, 48/693, d1=0.689, d2=0.695 g=0.768 2/2 [==============================] - 0s 19ms/step >8, 49/693, d1=0.676, d2=0.670 g=0.748 2/2 [==============================] - 0s 18ms/step >8, 50/693, d1=0.672, d2=0.687 g=0.746 2/2 [==============================] - 0s 18ms/step >8, 51/693, d1=0.649, d2=0.689 g=0.754 2/2 [==============================] - 0s 19ms/step >8, 52/693, d1=0.665, d2=0.676 g=0.748 2/2 [==============================] - 0s 19ms/step >8, 53/693, d1=0.705, d2=0.686 g=0.776 2/2 [==============================] - 0s 19ms/step >8, 54/693, d1=0.684, d2=0.659 g=0.773 2/2 [==============================] - 0s 18ms/step >8, 55/693, d1=0.661, d2=0.692 g=0.763 2/2 [==============================] - 0s 19ms/step >8, 56/693, d1=0.675, d2=0.669 g=0.770 2/2 [==============================] - 0s 19ms/step >8, 57/693, d1=0.674, d2=0.682 g=0.754 2/2 [==============================] - 0s 19ms/step >8, 58/693, d1=0.668, d2=0.688 g=0.784 2/2 [==============================] - 0s 18ms/step >8, 59/693, d1=0.690, d2=0.686 g=0.748 2/2 [==============================] - 0s 19ms/step >8, 60/693, d1=0.674, d2=0.687 g=0.777 2/2 [==============================] - 0s 18ms/step >8, 61/693, d1=0.680, d2=0.671 g=0.799 2/2 [==============================] - 0s 20ms/step >8, 62/693, d1=0.666, d2=0.629 g=0.785 2/2 [==============================] - 0s 18ms/step >8, 63/693, d1=0.696, d2=0.670 g=0.770 2/2 [==============================] - 0s 19ms/step >8, 64/693, d1=0.696, d2=0.664 g=0.774 2/2 [==============================] - 0s 19ms/step >8, 65/693, d1=0.703, d2=0.702 g=0.757 2/2 [==============================] - 0s 19ms/step >8, 66/693, d1=0.687, d2=0.667 g=0.741 2/2 [==============================] - 0s 18ms/step >8, 67/693, d1=0.697, d2=0.711 g=0.759 2/2 [==============================] - 0s 20ms/step >8, 68/693, d1=0.659, d2=0.685 g=0.714 2/2 [==============================] - 0s 17ms/step >8, 69/693, d1=0.671, d2=0.710 g=0.776 2/2 [==============================] - 0s 19ms/step >8, 70/693, d1=0.679, d2=0.706 g=0.781 2/2 [==============================] - 0s 20ms/step >8, 71/693, d1=0.682, d2=0.694 g=0.758 2/2 [==============================] - 0s 19ms/step >8, 72/693, d1=0.669, d2=0.666 g=0.748 2/2 [==============================] - 0s 19ms/step >8, 73/693, d1=0.679, d2=0.680 g=0.752 2/2 [==============================] - 0s 17ms/step >8, 74/693, d1=0.676, d2=0.676 g=0.759 2/2 [==============================] - 0s 18ms/step >8, 75/693, d1=0.680, d2=0.703 g=0.726 2/2 [==============================] - 0s 18ms/step >8, 76/693, d1=0.685, d2=0.681 g=0.746 2/2 [==============================] - 0s 18ms/step >8, 77/693, d1=0.652, d2=0.693 g=0.763 2/2 [==============================] - 0s 20ms/step >8, 78/693, d1=0.700, d2=0.676 g=0.800 2/2 [==============================] - 0s 19ms/step >8, 79/693, d1=0.752, d2=0.681 g=0.757 2/2 [==============================] - 0s 18ms/step >8, 80/693, d1=0.706, d2=0.675 g=0.760 2/2 [==============================] - 0s 17ms/step >8, 81/693, d1=0.678, d2=0.685 g=0.765 2/2 [==============================] - 0s 18ms/step >8, 82/693, d1=0.650, d2=0.689 g=0.759 2/2 [==============================] - 0s 17ms/step >8, 83/693, d1=0.646, d2=0.705 g=0.745 2/2 [==============================] - 0s 19ms/step >8, 84/693, d1=0.635, d2=0.689 g=0.742 2/2 [==============================] - 0s 19ms/step >8, 85/693, d1=0.668, d2=0.697 g=0.780 2/2 [==============================] - 0s 19ms/step >8, 86/693, d1=0.668, d2=0.699 g=0.781 2/2 [==============================] - 0s 18ms/step >8, 87/693, d1=0.673, d2=0.660 g=0.797 2/2 [==============================] - 0s 18ms/step >8, 88/693, d1=0.710, d2=0.667 g=0.774 2/2 [==============================] - 0s 18ms/step >8, 89/693, d1=0.682, d2=0.646 g=0.740 2/2 [==============================] - 0s 17ms/step >8, 90/693, d1=0.662, d2=0.689 g=0.754 2/2 [==============================] - 0s 19ms/step >8, 91/693, d1=0.659, d2=0.695 g=0.747 2/2 [==============================] - 0s 20ms/step >8, 92/693, d1=0.653, d2=0.704 g=0.739 2/2 [==============================] - 0s 20ms/step >8, 93/693, d1=0.630, d2=0.739 g=0.754 2/2 [==============================] - 0s 19ms/step >8, 94/693, d1=0.685, d2=0.682 g=0.770 2/2 [==============================] - 0s 19ms/step >8, 95/693, d1=0.688, d2=0.688 g=0.763 2/2 [==============================] - 0s 18ms/step >8, 96/693, d1=0.677, d2=0.680 g=0.753 2/2 [==============================] - 0s 20ms/step >8, 97/693, d1=0.702, d2=0.659 g=0.752 2/2 [==============================] - 0s 19ms/step >8, 98/693, d1=0.673, d2=0.691 g=0.737 2/2 [==============================] - 0s 20ms/step >8, 99/693, d1=0.664, d2=0.702 g=0.741 2/2 [==============================] - 0s 19ms/step >8, 100/693, d1=0.660, d2=0.686 g=0.745 2/2 [==============================] - 0s 18ms/step >8, 101/693, d1=0.654, d2=0.698 g=0.751 2/2 [==============================] - 0s 18ms/step >8, 102/693, d1=0.667, d2=0.670 g=0.760 2/2 [==============================] - 0s 19ms/step >8, 103/693, d1=0.677, d2=0.691 g=0.753 2/2 [==============================] - 0s 20ms/step >8, 104/693, d1=0.679, d2=0.686 g=0.750 2/2 [==============================] - 0s 18ms/step >8, 105/693, d1=0.661, d2=0.684 g=0.741 2/2 [==============================] - 0s 17ms/step >8, 106/693, d1=0.676, d2=0.672 g=0.754 2/2 [==============================] - 0s 19ms/step >8, 107/693, d1=0.672, d2=0.698 g=0.746 2/2 [==============================] - 0s 20ms/step >8, 108/693, d1=0.662, d2=0.690 g=0.755 2/2 [==============================] - 0s 20ms/step >8, 109/693, d1=0.705, d2=0.704 g=0.745 2/2 [==============================] - 0s 20ms/step >8, 110/693, d1=0.651, d2=0.696 g=0.739 2/2 [==============================] - 0s 18ms/step >8, 111/693, d1=0.666, d2=0.716 g=0.756 2/2 [==============================] - 0s 20ms/step >8, 112/693, d1=0.684, d2=0.685 g=0.745 2/2 [==============================] - 0s 18ms/step >8, 113/693, d1=0.686, d2=0.662 g=0.762 2/2 [==============================] - 0s 18ms/step >8, 114/693, d1=0.668, d2=0.683 g=0.740 2/2 [==============================] - 0s 18ms/step >8, 115/693, d1=0.666, d2=0.680 g=0.755 2/2 [==============================] - 0s 18ms/step >8, 116/693, d1=0.677, d2=0.678 g=0.751 2/2 [==============================] - 0s 19ms/step >8, 117/693, d1=0.666, d2=0.697 g=0.743 2/2 [==============================] - 0s 19ms/step >8, 118/693, d1=0.681, d2=0.678 g=0.747 2/2 [==============================] - 0s 19ms/step >8, 119/693, d1=0.682, d2=0.720 g=0.757 2/2 [==============================] - 0s 17ms/step >8, 120/693, d1=0.665, d2=0.685 g=0.751 2/2 [==============================] - 0s 20ms/step >8, 121/693, d1=0.672, d2=0.690 g=0.746 2/2 [==============================] - 0s 24ms/step >8, 122/693, d1=0.675, d2=0.665 g=0.759 2/2 [==============================] - 0s 17ms/step >8, 123/693, d1=0.658, d2=0.705 g=0.776 2/2 [==============================] - 0s 19ms/step >8, 124/693, d1=0.693, d2=0.637 g=0.793 2/2 [==============================] - 0s 19ms/step >8, 125/693, d1=0.688, d2=0.682 g=0.768 2/2 [==============================] - 0s 20ms/step >8, 126/693, d1=0.688, d2=0.676 g=0.783 2/2 [==============================] - 0s 19ms/step >8, 127/693, d1=0.696, d2=0.667 g=0.759 2/2 [==============================] - 0s 17ms/step >8, 128/693, d1=0.682, d2=0.698 g=0.748 2/2 [==============================] - 0s 19ms/step >8, 129/693, d1=0.670, d2=0.715 g=0.749 2/2 [==============================] - 0s 18ms/step >8, 130/693, d1=0.665, d2=0.661 g=0.766 2/2 [==============================] - 0s 20ms/step >8, 131/693, d1=0.706, d2=0.650 g=0.763 2/2 [==============================] - 0s 19ms/step >8, 132/693, d1=0.704, d2=0.661 g=0.783 2/2 [==============================] - 0s 18ms/step >8, 133/693, d1=0.680, d2=0.669 g=0.777 2/2 [==============================] - 0s 16ms/step >8, 134/693, d1=0.687, d2=0.667 g=0.754 2/2 [==============================] - 0s 18ms/step >8, 135/693, d1=0.700, d2=0.673 g=0.764 2/2 [==============================] - 0s 19ms/step >8, 136/693, d1=0.645, d2=0.681 g=0.747 2/2 [==============================] - 0s 19ms/step >8, 137/693, d1=0.656, d2=0.719 g=0.766 2/2 [==============================] - 0s 20ms/step >8, 138/693, d1=0.708, d2=0.685 g=0.784 2/2 [==============================] - 0s 19ms/step >8, 139/693, d1=0.688, d2=0.668 g=0.779 2/2 [==============================] - 0s 18ms/step >8, 140/693, d1=0.697, d2=0.669 g=0.770 2/2 [==============================] - 0s 19ms/step >8, 141/693, d1=0.700, d2=0.679 g=0.762 2/2 [==============================] - 0s 19ms/step >8, 142/693, d1=0.695, d2=0.674 g=0.754 2/2 [==============================] - 0s 16ms/step >8, 143/693, d1=0.675, d2=0.699 g=0.741 2/2 [==============================] - 0s 19ms/step >8, 144/693, d1=0.692, d2=0.703 g=0.754 2/2 [==============================] - 0s 19ms/step >8, 145/693, d1=0.640, d2=0.678 g=0.742 2/2 [==============================] - 0s 19ms/step >8, 146/693, d1=0.669, d2=0.708 g=0.736 2/2 [==============================] - 0s 17ms/step >8, 147/693, d1=0.645, d2=0.727 g=0.756 2/2 [==============================] - 0s 18ms/step >8, 148/693, d1=0.693, d2=0.672 g=0.783 2/2 [==============================] - 0s 19ms/step >8, 149/693, d1=0.678, d2=0.678 g=0.760 2/2 [==============================] - 0s 19ms/step >8, 150/693, d1=0.666, d2=0.685 g=0.761 2/2 [==============================] - 0s 19ms/step >8, 151/693, d1=0.677, d2=0.664 g=0.757 2/2 [==============================] - 0s 16ms/step >8, 152/693, d1=0.701, d2=0.686 g=0.763 2/2 [==============================] - 0s 20ms/step >8, 153/693, d1=0.639, d2=0.691 g=0.750 2/2 [==============================] - 0s 17ms/step >8, 154/693, d1=0.685, d2=0.688 g=0.729 2/2 [==============================] - 0s 19ms/step >8, 155/693, d1=0.682, d2=0.678 g=0.729 2/2 [==============================] - 0s 19ms/step >8, 156/693, d1=0.665, d2=0.691 g=0.745 2/2 [==============================] - 0s 19ms/step >8, 157/693, d1=0.683, d2=0.683 g=0.753 2/2 [==============================] - 0s 18ms/step >8, 158/693, d1=0.669, d2=0.683 g=0.753 2/2 [==============================] - 0s 18ms/step >8, 159/693, d1=0.675, d2=0.685 g=0.756 2/2 [==============================] - 0s 19ms/step >8, 160/693, d1=0.670, d2=0.677 g=0.761 2/2 [==============================] - 0s 21ms/step >8, 161/693, d1=0.671, d2=0.670 g=0.756 2/2 [==============================] - 0s 18ms/step >8, 162/693, d1=0.697, d2=0.669 g=0.767 2/2 [==============================] - 0s 18ms/step >8, 163/693, d1=0.708, d2=0.668 g=0.763 2/2 [==============================] - 0s 19ms/step >8, 164/693, d1=0.686, d2=0.675 g=0.764 2/2 [==============================] - 0s 20ms/step >8, 165/693, d1=0.681, d2=0.681 g=0.776 2/2 [==============================] - 0s 17ms/step >8, 166/693, d1=0.692, d2=0.668 g=0.762 2/2 [==============================] - 0s 18ms/step >8, 167/693, d1=0.670, d2=0.660 g=0.757 2/2 [==============================] - 0s 21ms/step >8, 168/693, d1=0.667, d2=0.681 g=0.753 2/2 [==============================] - 0s 19ms/step >8, 169/693, d1=0.669, d2=0.690 g=0.744 2/2 [==============================] - 0s 19ms/step >8, 170/693, d1=0.667, d2=0.681 g=0.750 2/2 [==============================] - 0s 19ms/step >8, 171/693, d1=0.677, d2=0.697 g=0.752 2/2 [==============================] - 0s 18ms/step >8, 172/693, d1=0.651, d2=0.704 g=0.751 2/2 [==============================] - 0s 19ms/step >8, 173/693, d1=0.676, d2=0.672 g=0.770 2/2 [==============================] - 0s 16ms/step >8, 174/693, d1=0.664, d2=0.680 g=0.792 2/2 [==============================] - 0s 19ms/step >8, 175/693, d1=0.676, d2=0.673 g=0.798 2/2 [==============================] - 0s 18ms/step >8, 176/693, d1=0.684, d2=0.682 g=0.782 2/2 [==============================] - 0s 18ms/step >8, 177/693, d1=0.679, d2=0.666 g=0.745 2/2 [==============================] - 0s 19ms/step >8, 178/693, d1=0.690, d2=0.675 g=0.765 2/2 [==============================] - 0s 18ms/step >8, 179/693, d1=0.706, d2=0.680 g=0.767 2/2 [==============================] - 0s 19ms/step >8, 180/693, d1=0.676, d2=0.649 g=0.749 2/2 [==============================] - 0s 19ms/step >8, 181/693, d1=0.680, d2=0.668 g=0.732 2/2 [==============================] - 0s 18ms/step >8, 182/693, d1=0.679, d2=0.718 g=0.749 2/2 [==============================] - 0s 18ms/step >8, 183/693, d1=0.688, d2=0.698 g=0.750 2/2 [==============================] - 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0s 20ms/step >8, 294/693, d1=0.701, d2=0.708 g=0.739 2/2 [==============================] - 0s 20ms/step >8, 295/693, d1=0.686, d2=0.674 g=0.734 2/2 [==============================] - 0s 17ms/step >8, 296/693, d1=0.647, d2=0.695 g=0.765 2/2 [==============================] - 0s 18ms/step >8, 297/693, d1=0.681, d2=0.684 g=0.745 2/2 [==============================] - 0s 19ms/step >8, 298/693, d1=0.653, d2=0.677 g=0.738 2/2 [==============================] - 0s 18ms/step >8, 299/693, d1=0.685, d2=0.663 g=0.759 2/2 [==============================] - 0s 19ms/step >8, 300/693, d1=0.667, d2=0.673 g=0.764 2/2 [==============================] - 0s 19ms/step >8, 301/693, d1=0.695, d2=0.699 g=0.747 2/2 [==============================] - 0s 17ms/step >8, 302/693, d1=0.671, d2=0.694 g=0.772 2/2 [==============================] - 0s 20ms/step >8, 303/693, d1=0.682, d2=0.662 g=0.778 2/2 [==============================] - 0s 19ms/step >8, 304/693, d1=0.703, d2=0.702 g=0.776 2/2 [==============================] - 0s 19ms/step >8, 305/693, d1=0.712, d2=0.690 g=0.784 2/2 [==============================] - 0s 16ms/step >8, 306/693, d1=0.686, d2=0.657 g=0.766 2/2 [==============================] - 0s 18ms/step >8, 307/693, d1=0.699, d2=0.679 g=0.756 2/2 [==============================] - 0s 19ms/step >8, 308/693, d1=0.694, d2=0.686 g=0.768 2/2 [==============================] - 0s 19ms/step >8, 309/693, d1=0.672, d2=0.674 g=0.732 2/2 [==============================] - 0s 19ms/step >8, 310/693, d1=0.666, d2=0.659 g=0.756 2/2 [==============================] - 0s 18ms/step >8, 311/693, d1=0.682, d2=0.699 g=0.738 2/2 [==============================] - 0s 18ms/step >8, 312/693, d1=0.654, d2=0.717 g=0.752 2/2 [==============================] - 0s 17ms/step >8, 313/693, d1=0.663, d2=0.692 g=0.751 2/2 [==============================] - 0s 18ms/step >8, 314/693, d1=0.665, d2=0.713 g=0.730 2/2 [==============================] - 0s 17ms/step >8, 315/693, d1=0.662, d2=0.695 g=0.760 2/2 [==============================] - 0s 20ms/step >8, 316/693, d1=0.688, d2=0.670 g=0.750 2/2 [==============================] - 0s 21ms/step >8, 317/693, d1=0.681, d2=0.697 g=0.744 2/2 [==============================] - 0s 21ms/step >8, 318/693, d1=0.708, d2=0.680 g=0.765 2/2 [==============================] - 0s 19ms/step >8, 319/693, d1=0.692, d2=0.699 g=0.761 2/2 [==============================] - 0s 18ms/step >8, 320/693, d1=0.681, d2=0.678 g=0.751 2/2 [==============================] - 0s 18ms/step >8, 321/693, d1=0.665, d2=0.655 g=0.751 2/2 [==============================] - 0s 18ms/step >8, 322/693, d1=0.657, d2=0.693 g=0.768 2/2 [==============================] - 0s 20ms/step >8, 323/693, d1=0.662, d2=0.687 g=0.744 2/2 [==============================] - 0s 18ms/step >8, 324/693, d1=0.660, d2=0.694 g=0.747 2/2 [==============================] - 0s 19ms/step >8, 325/693, d1=0.645, d2=0.691 g=0.760 2/2 [==============================] - 0s 18ms/step >8, 326/693, d1=0.657, d2=0.667 g=0.787 2/2 [==============================] - 0s 20ms/step >8, 327/693, d1=0.723, d2=0.678 g=0.762 2/2 [==============================] - 0s 18ms/step >8, 328/693, d1=0.684, d2=0.680 g=0.742 2/2 [==============================] - 0s 18ms/step >8, 329/693, d1=0.692, d2=0.678 g=0.751 2/2 [==============================] - 0s 18ms/step >8, 330/693, d1=0.683, d2=0.688 g=0.769 2/2 [==============================] - 0s 20ms/step >8, 331/693, d1=0.678, d2=0.691 g=0.746 2/2 [==============================] - 0s 18ms/step >8, 332/693, d1=0.678, d2=0.685 g=0.740 2/2 [==============================] - 0s 20ms/step >8, 333/693, d1=0.685, d2=0.669 g=0.758 2/2 [==============================] - 0s 18ms/step >8, 334/693, d1=0.648, d2=0.683 g=0.766 2/2 [==============================] - 0s 16ms/step >8, 335/693, d1=0.664, d2=0.716 g=0.757 2/2 [==============================] - 0s 17ms/step >8, 336/693, d1=0.661, d2=0.708 g=0.756 2/2 [==============================] - 0s 17ms/step >8, 337/693, d1=0.701, d2=0.652 g=0.763 2/2 [==============================] - 0s 20ms/step >8, 338/693, d1=0.691, d2=0.683 g=0.770 2/2 [==============================] - 0s 18ms/step >8, 339/693, d1=0.684, d2=0.689 g=0.770 2/2 [==============================] - 0s 18ms/step >8, 340/693, d1=0.664, d2=0.663 g=0.770 2/2 [==============================] - 0s 18ms/step >8, 341/693, d1=0.668, d2=0.681 g=0.749 2/2 [==============================] - 0s 19ms/step >8, 342/693, d1=0.669, d2=0.663 g=0.741 2/2 [==============================] - 0s 18ms/step >8, 343/693, d1=0.667, d2=0.704 g=0.761 2/2 [==============================] - 0s 18ms/step >8, 344/693, d1=0.672, d2=0.704 g=0.752 2/2 [==============================] - 0s 19ms/step >8, 345/693, d1=0.683, d2=0.683 g=0.771 2/2 [==============================] - 0s 18ms/step >8, 346/693, d1=0.678, d2=0.711 g=0.766 2/2 [==============================] - 0s 18ms/step >8, 347/693, d1=0.701, d2=0.658 g=0.774 2/2 [==============================] - 0s 19ms/step >8, 348/693, d1=0.685, d2=0.650 g=0.777 2/2 [==============================] - 0s 19ms/step >8, 349/693, d1=0.669, d2=0.661 g=0.760 2/2 [==============================] - 0s 18ms/step >8, 350/693, d1=0.690, d2=0.700 g=0.761 2/2 [==============================] - 0s 20ms/step >8, 351/693, d1=0.685, d2=0.702 g=0.738 2/2 [==============================] - 0s 18ms/step >8, 352/693, d1=0.692, d2=0.694 g=0.775 2/2 [==============================] - 0s 18ms/step >8, 353/693, d1=0.698, d2=0.692 g=0.773 2/2 [==============================] - 0s 18ms/step >8, 354/693, d1=0.697, d2=0.654 g=0.766 2/2 [==============================] - 0s 18ms/step >8, 355/693, d1=0.680, d2=0.665 g=0.795 2/2 [==============================] - 0s 18ms/step >8, 356/693, d1=0.690, d2=0.656 g=0.767 2/2 [==============================] - 0s 17ms/step >8, 357/693, d1=0.701, d2=0.687 g=0.767 2/2 [==============================] - 0s 19ms/step >8, 358/693, d1=0.692, d2=0.656 g=0.736 2/2 [==============================] - 0s 17ms/step >8, 359/693, d1=0.658, d2=0.660 g=0.755 2/2 [==============================] - 0s 19ms/step >8, 360/693, d1=0.691, d2=0.684 g=0.768 2/2 [==============================] - 0s 18ms/step >8, 361/693, d1=0.715, d2=0.668 g=0.771 2/2 [==============================] - 0s 17ms/step >8, 362/693, d1=0.679, d2=0.681 g=0.789 2/2 [==============================] - 0s 18ms/step >8, 363/693, d1=0.699, d2=0.692 g=0.757 2/2 [==============================] - 0s 19ms/step >8, 364/693, d1=0.690, d2=0.669 g=0.741 2/2 [==============================] - 0s 19ms/step >8, 365/693, d1=0.658, d2=0.704 g=0.760 2/2 [==============================] - 0s 19ms/step >8, 366/693, d1=0.691, d2=0.680 g=0.740 2/2 [==============================] - 0s 18ms/step >8, 367/693, d1=0.668, d2=0.670 g=0.737 2/2 [==============================] - 0s 19ms/step >8, 368/693, d1=0.691, d2=0.681 g=0.743 2/2 [==============================] - 0s 17ms/step >8, 369/693, d1=0.679, d2=0.693 g=0.758 2/2 [==============================] - 0s 18ms/step >8, 370/693, d1=0.653, d2=0.666 g=0.757 2/2 [==============================] - 0s 18ms/step >8, 371/693, d1=0.694, d2=0.680 g=0.766 2/2 [==============================] - 0s 18ms/step >8, 372/693, d1=0.647, d2=0.700 g=0.742 2/2 [==============================] - 0s 20ms/step >8, 373/693, d1=0.652, d2=0.677 g=0.750 2/2 [==============================] - 0s 19ms/step >8, 374/693, d1=0.690, d2=0.694 g=0.751 2/2 [==============================] - 0s 18ms/step >8, 375/693, d1=0.671, d2=0.713 g=0.743 2/2 [==============================] - 0s 18ms/step >8, 376/693, d1=0.683, d2=0.684 g=0.761 2/2 [==============================] - 0s 17ms/step >8, 377/693, d1=0.650, d2=0.713 g=0.741 2/2 [==============================] - 0s 19ms/step >8, 378/693, d1=0.648, d2=0.679 g=0.733 2/2 [==============================] - 0s 18ms/step >8, 379/693, d1=0.672, d2=0.678 g=0.753 2/2 [==============================] - 0s 20ms/step >8, 380/693, d1=0.688, d2=0.683 g=0.755 2/2 [==============================] - 0s 19ms/step >8, 381/693, d1=0.660, d2=0.666 g=0.746 2/2 [==============================] - 0s 18ms/step >8, 382/693, d1=0.674, d2=0.698 g=0.752 2/2 [==============================] - 0s 18ms/step >8, 383/693, d1=0.692, d2=0.680 g=0.751 2/2 [==============================] - 0s 18ms/step >8, 384/693, d1=0.671, d2=0.680 g=0.745 2/2 [==============================] - 0s 18ms/step >8, 385/693, d1=0.653, d2=0.722 g=0.738 2/2 [==============================] - 0s 19ms/step >8, 386/693, d1=0.667, d2=0.691 g=0.766 2/2 [==============================] - 0s 18ms/step >8, 387/693, d1=0.663, d2=0.673 g=0.773 2/2 [==============================] - 0s 18ms/step >8, 388/693, d1=0.695, d2=0.665 g=0.778 2/2 [==============================] - 0s 17ms/step >8, 389/693, d1=0.667, d2=0.694 g=0.757 2/2 [==============================] - 0s 20ms/step >8, 390/693, d1=0.682, d2=0.669 g=0.776 2/2 [==============================] - 0s 18ms/step >8, 391/693, d1=0.695, d2=0.666 g=0.779 2/2 [==============================] - 0s 17ms/step >8, 392/693, d1=0.678, d2=0.654 g=0.788 2/2 [==============================] - 0s 19ms/step >8, 393/693, d1=0.719, d2=0.669 g=0.778 2/2 [==============================] - 0s 18ms/step >8, 394/693, d1=0.713, d2=0.685 g=0.768 2/2 [==============================] - 0s 18ms/step >8, 395/693, d1=0.690, d2=0.671 g=0.762 2/2 [==============================] - 0s 21ms/step >8, 396/693, d1=0.692, d2=0.692 g=0.744 2/2 [==============================] - 0s 18ms/step >8, 397/693, d1=0.658, d2=0.666 g=0.754 2/2 [==============================] - 0s 18ms/step >8, 398/693, d1=0.674, d2=0.666 g=0.727 2/2 [==============================] - 0s 20ms/step >8, 399/693, d1=0.649, d2=0.759 g=0.747 2/2 [==============================] - 0s 19ms/step >8, 400/693, d1=0.659, d2=0.705 g=0.763 2/2 [==============================] - 0s 19ms/step >8, 401/693, d1=0.659, d2=0.665 g=0.773 2/2 [==============================] - 0s 19ms/step >8, 402/693, d1=0.700, d2=0.662 g=0.774 2/2 [==============================] - 0s 20ms/step >8, 403/693, d1=0.713, d2=0.667 g=0.759 2/2 [==============================] - 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0s 19ms/step >8, 415/693, d1=0.688, d2=0.694 g=0.774 2/2 [==============================] - 0s 19ms/step >8, 416/693, d1=0.683, d2=0.685 g=0.760 2/2 [==============================] - 0s 20ms/step >8, 417/693, d1=0.704, d2=0.671 g=0.761 2/2 [==============================] - 0s 19ms/step >8, 418/693, d1=0.678, d2=0.686 g=0.754 2/2 [==============================] - 0s 17ms/step >8, 419/693, d1=0.689, d2=0.656 g=0.757 2/2 [==============================] - 0s 19ms/step >8, 420/693, d1=0.679, d2=0.693 g=0.748 2/2 [==============================] - 0s 20ms/step >8, 421/693, d1=0.683, d2=0.699 g=0.766 2/2 [==============================] - 0s 18ms/step >8, 422/693, d1=0.658, d2=0.678 g=0.739 2/2 [==============================] - 0s 19ms/step >8, 423/693, d1=0.670, d2=0.687 g=0.776 2/2 [==============================] - 0s 17ms/step >8, 424/693, d1=0.674, d2=0.702 g=0.795 2/2 [==============================] - 0s 20ms/step >8, 425/693, d1=0.694, d2=0.658 g=0.792 2/2 [==============================] - 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0s 18ms/step >8, 437/693, d1=0.684, d2=0.673 g=0.745 2/2 [==============================] - 0s 20ms/step >8, 438/693, d1=0.684, d2=0.703 g=0.757 2/2 [==============================] - 0s 19ms/step >8, 439/693, d1=0.657, d2=0.696 g=0.763 2/2 [==============================] - 0s 17ms/step >8, 440/693, d1=0.684, d2=0.656 g=0.761 2/2 [==============================] - 0s 20ms/step >8, 441/693, d1=0.698, d2=0.681 g=0.755 2/2 [==============================] - 0s 18ms/step >8, 442/693, d1=0.697, d2=0.685 g=0.773 2/2 [==============================] - 0s 19ms/step >8, 443/693, d1=0.688, d2=0.706 g=0.765 2/2 [==============================] - 0s 18ms/step >8, 444/693, d1=0.689, d2=0.666 g=0.766 2/2 [==============================] - 0s 18ms/step >8, 445/693, d1=0.696, d2=0.727 g=0.788 2/2 [==============================] - 0s 17ms/step >8, 446/693, d1=0.655, d2=0.685 g=0.759 2/2 [==============================] - 0s 17ms/step >8, 447/693, d1=0.688, d2=0.687 g=0.772 2/2 [==============================] - 0s 19ms/step >8, 448/693, d1=0.676, d2=0.660 g=0.732 2/2 [==============================] - 0s 19ms/step >8, 449/693, d1=0.693, d2=0.721 g=0.757 2/2 [==============================] - 0s 18ms/step >8, 450/693, d1=0.686, d2=0.703 g=0.784 2/2 [==============================] - 0s 17ms/step >8, 451/693, d1=0.696, d2=0.669 g=0.765 2/2 [==============================] - 0s 18ms/step >8, 452/693, d1=0.705, d2=0.673 g=0.762 2/2 [==============================] - 0s 17ms/step >8, 453/693, d1=0.676, d2=0.657 g=0.740 2/2 [==============================] - 0s 19ms/step >8, 454/693, d1=0.660, d2=0.692 g=0.736 2/2 [==============================] - 0s 18ms/step >8, 455/693, d1=0.679, d2=0.694 g=0.731 2/2 [==============================] - 0s 20ms/step >8, 456/693, d1=0.675, d2=0.704 g=0.725 2/2 [==============================] - 0s 19ms/step >8, 457/693, d1=0.672, d2=0.689 g=0.754 2/2 [==============================] - 0s 18ms/step >8, 458/693, d1=0.651, d2=0.686 g=0.741 2/2 [==============================] - 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0s 19ms/step >8, 470/693, d1=0.696, d2=0.648 g=0.751 2/2 [==============================] - 0s 18ms/step >8, 471/693, d1=0.674, d2=0.696 g=0.769 2/2 [==============================] - 0s 17ms/step >8, 472/693, d1=0.658, d2=0.690 g=0.767 2/2 [==============================] - 0s 20ms/step >8, 473/693, d1=0.681, d2=0.682 g=0.772 2/2 [==============================] - 0s 19ms/step >8, 474/693, d1=0.691, d2=0.653 g=0.776 2/2 [==============================] - 0s 17ms/step >8, 475/693, d1=0.689, d2=0.668 g=0.756 2/2 [==============================] - 0s 20ms/step >8, 476/693, d1=0.679, d2=0.686 g=0.760 2/2 [==============================] - 0s 18ms/step >8, 477/693, d1=0.671, d2=0.665 g=0.770 2/2 [==============================] - 0s 18ms/step >8, 478/693, d1=0.678, d2=0.689 g=0.760 2/2 [==============================] - 0s 18ms/step >8, 479/693, d1=0.675, d2=0.695 g=0.743 2/2 [==============================] - 0s 18ms/step >8, 480/693, d1=0.670, d2=0.713 g=0.778 2/2 [==============================] - 0s 20ms/step >8, 481/693, d1=0.675, d2=0.672 g=0.768 2/2 [==============================] - 0s 19ms/step >8, 482/693, d1=0.710, d2=0.681 g=0.772 2/2 [==============================] - 0s 20ms/step >8, 483/693, d1=0.685, d2=0.679 g=0.752 2/2 [==============================] - 0s 18ms/step >8, 484/693, d1=0.675, d2=0.683 g=0.764 2/2 [==============================] - 0s 20ms/step >8, 485/693, d1=0.682, d2=0.673 g=0.725 2/2 [==============================] - 0s 19ms/step >8, 486/693, d1=0.679, d2=0.716 g=0.752 2/2 [==============================] - 0s 19ms/step >8, 487/693, d1=0.657, d2=0.701 g=0.741 2/2 [==============================] - 0s 18ms/step >8, 488/693, d1=0.675, d2=0.700 g=0.752 2/2 [==============================] - 0s 19ms/step >8, 489/693, d1=0.655, d2=0.693 g=0.737 2/2 [==============================] - 0s 16ms/step >8, 490/693, d1=0.633, d2=0.680 g=0.750 2/2 [==============================] - 0s 18ms/step >8, 491/693, d1=0.674, d2=0.668 g=0.764 2/2 [==============================] - 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0s 18ms/step >8, 503/693, d1=0.698, d2=0.663 g=0.763 2/2 [==============================] - 0s 19ms/step >8, 504/693, d1=0.703, d2=0.701 g=0.762 2/2 [==============================] - 0s 18ms/step >8, 505/693, d1=0.679, d2=0.684 g=0.757 2/2 [==============================] - 0s 18ms/step >8, 506/693, d1=0.688, d2=0.660 g=0.764 2/2 [==============================] - 0s 17ms/step >8, 507/693, d1=0.657, d2=0.680 g=0.727 2/2 [==============================] - 0s 18ms/step >8, 508/693, d1=0.691, d2=0.656 g=0.746 2/2 [==============================] - 0s 20ms/step >8, 509/693, d1=0.678, d2=0.692 g=0.742 2/2 [==============================] - 0s 18ms/step >8, 510/693, d1=0.678, d2=0.694 g=0.746 2/2 [==============================] - 0s 19ms/step >8, 511/693, d1=0.698, d2=0.696 g=0.749 2/2 [==============================] - 0s 18ms/step >8, 512/693, d1=0.664, d2=0.675 g=0.754 2/2 [==============================] - 0s 19ms/step >8, 513/693, d1=0.689, d2=0.703 g=0.760 2/2 [==============================] - 0s 17ms/step >8, 514/693, d1=0.690, d2=0.671 g=0.765 2/2 [==============================] - 0s 17ms/step >8, 515/693, d1=0.723, d2=0.716 g=0.738 2/2 [==============================] - 0s 17ms/step >8, 516/693, d1=0.705, d2=0.703 g=0.746 2/2 [==============================] - 0s 19ms/step >8, 517/693, d1=0.655, d2=0.677 g=0.752 2/2 [==============================] - 0s 20ms/step >8, 518/693, d1=0.696, d2=0.699 g=0.733 2/2 [==============================] - 0s 18ms/step >8, 519/693, d1=0.644, d2=0.695 g=0.739 2/2 [==============================] - 0s 19ms/step >8, 520/693, d1=0.659, d2=0.680 g=0.753 2/2 [==============================] - 0s 18ms/step >8, 521/693, d1=0.698, d2=0.658 g=0.762 2/2 [==============================] - 0s 19ms/step >8, 522/693, d1=0.694, d2=0.702 g=0.780 2/2 [==============================] - 0s 18ms/step >8, 523/693, d1=0.677, d2=0.700 g=0.770 2/2 [==============================] - 0s 20ms/step >8, 524/693, d1=0.671, d2=0.668 g=0.751 2/2 [==============================] - 0s 18ms/step >8, 525/693, d1=0.668, d2=0.687 g=0.751 2/2 [==============================] - 0s 18ms/step >8, 526/693, d1=0.680, d2=0.700 g=0.734 2/2 [==============================] - 0s 17ms/step >8, 527/693, d1=0.680, d2=0.669 g=0.753 2/2 [==============================] - 0s 19ms/step >8, 528/693, d1=0.667, d2=0.681 g=0.740 2/2 [==============================] - 0s 18ms/step >8, 529/693, d1=0.693, d2=0.701 g=0.756 2/2 [==============================] - 0s 18ms/step >8, 530/693, d1=0.688, d2=0.703 g=0.730 2/2 [==============================] - 0s 18ms/step >8, 531/693, d1=0.680, d2=0.677 g=0.749 2/2 [==============================] - 0s 19ms/step >8, 532/693, d1=0.659, d2=0.690 g=0.752 2/2 [==============================] - 0s 18ms/step >8, 533/693, d1=0.649, d2=0.681 g=0.775 2/2 [==============================] - 0s 18ms/step >8, 534/693, d1=0.676, d2=0.685 g=0.744 2/2 [==============================] - 0s 18ms/step >8, 535/693, d1=0.668, d2=0.689 g=0.747 2/2 [==============================] - 0s 19ms/step >8, 536/693, d1=0.685, d2=0.681 g=0.767 2/2 [==============================] - 0s 18ms/step >8, 537/693, d1=0.687, d2=0.686 g=0.762 2/2 [==============================] - 0s 19ms/step >8, 538/693, d1=0.671, d2=0.685 g=0.771 2/2 [==============================] - 0s 16ms/step >8, 539/693, d1=0.710, d2=0.665 g=0.767 2/2 [==============================] - 0s 18ms/step >8, 540/693, d1=0.674, d2=0.672 g=0.760 2/2 [==============================] - 0s 19ms/step >8, 541/693, d1=0.683, d2=0.697 g=0.757 2/2 [==============================] - 0s 19ms/step >8, 542/693, d1=0.667, d2=0.693 g=0.769 2/2 [==============================] - 0s 18ms/step >8, 543/693, d1=0.697, d2=0.652 g=0.744 2/2 [==============================] - 0s 19ms/step >8, 544/693, d1=0.687, d2=0.665 g=0.772 2/2 [==============================] - 0s 18ms/step >8, 545/693, d1=0.675, d2=0.667 g=0.779 2/2 [==============================] - 0s 20ms/step >8, 546/693, d1=0.715, d2=0.649 g=0.767 2/2 [==============================] - 0s 20ms/step >8, 547/693, d1=0.704, d2=0.670 g=0.784 2/2 [==============================] - 0s 18ms/step >8, 548/693, d1=0.709, d2=0.662 g=0.762 2/2 [==============================] - 0s 19ms/step >8, 549/693, d1=0.694, d2=0.672 g=0.764 2/2 [==============================] - 0s 18ms/step >8, 550/693, d1=0.690, d2=0.666 g=0.754 2/2 [==============================] - 0s 17ms/step >8, 551/693, d1=0.679, d2=0.700 g=0.751 2/2 [==============================] - 0s 19ms/step >8, 552/693, d1=0.695, d2=0.700 g=0.763 2/2 [==============================] - 0s 19ms/step >8, 553/693, d1=0.665, d2=0.680 g=0.751 2/2 [==============================] - 0s 17ms/step >8, 554/693, d1=0.680, d2=0.700 g=0.749 2/2 [==============================] - 0s 19ms/step >8, 555/693, d1=0.679, d2=0.714 g=0.763 2/2 [==============================] - 0s 19ms/step >8, 556/693, d1=0.664, d2=0.668 g=0.737 2/2 [==============================] - 0s 18ms/step >8, 557/693, d1=0.670, d2=0.680 g=0.755 2/2 [==============================] - 0s 18ms/step >8, 558/693, d1=0.671, d2=0.710 g=0.740 2/2 [==============================] - 0s 19ms/step >8, 559/693, d1=0.663, d2=0.660 g=0.745 2/2 [==============================] - 0s 18ms/step >8, 560/693, d1=0.684, d2=0.675 g=0.757 2/2 [==============================] - 0s 19ms/step >8, 561/693, d1=0.665, d2=0.687 g=0.746 2/2 [==============================] - 0s 17ms/step >8, 562/693, d1=0.662, d2=0.687 g=0.761 2/2 [==============================] - 0s 19ms/step >8, 563/693, d1=0.663, d2=0.670 g=0.760 2/2 [==============================] - 0s 18ms/step >8, 564/693, d1=0.705, d2=0.717 g=0.763 2/2 [==============================] - 0s 17ms/step >8, 565/693, d1=0.726, d2=0.683 g=0.761 2/2 [==============================] - 0s 19ms/step >8, 566/693, d1=0.669, d2=0.699 g=0.764 2/2 [==============================] - 0s 19ms/step >8, 567/693, d1=0.678, d2=0.697 g=0.749 2/2 [==============================] - 0s 18ms/step >8, 568/693, d1=0.678, d2=0.691 g=0.765 2/2 [==============================] - 0s 16ms/step >8, 569/693, d1=0.685, d2=0.674 g=0.767 2/2 [==============================] - 0s 19ms/step >8, 570/693, d1=0.672, d2=0.675 g=0.782 2/2 [==============================] - 0s 18ms/step >8, 571/693, d1=0.713, d2=0.686 g=0.775 2/2 [==============================] - 0s 19ms/step >8, 572/693, d1=0.694, d2=0.653 g=0.750 2/2 [==============================] - 0s 19ms/step >8, 573/693, d1=0.692, d2=0.675 g=0.755 2/2 [==============================] - 0s 20ms/step >8, 574/693, d1=0.680, d2=0.669 g=0.757 2/2 [==============================] - 0s 18ms/step >8, 575/693, d1=0.680, d2=0.705 g=0.759 2/2 [==============================] - 0s 20ms/step >8, 576/693, d1=0.654, d2=0.693 g=0.744 2/2 [==============================] - 0s 20ms/step >8, 577/693, d1=0.666, d2=0.685 g=0.771 2/2 [==============================] - 0s 18ms/step >8, 578/693, d1=0.691, d2=0.680 g=0.752 2/2 [==============================] - 0s 19ms/step >8, 579/693, d1=0.668, d2=0.678 g=0.769 2/2 [==============================] - 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0s 17ms/step >8, 591/693, d1=0.681, d2=0.684 g=0.735 2/2 [==============================] - 0s 19ms/step >8, 592/693, d1=0.691, d2=0.690 g=0.754 2/2 [==============================] - 0s 17ms/step >8, 593/693, d1=0.686, d2=0.674 g=0.753 2/2 [==============================] - 0s 20ms/step >8, 594/693, d1=0.652, d2=0.697 g=0.743 2/2 [==============================] - 0s 18ms/step >8, 595/693, d1=0.694, d2=0.667 g=0.748 2/2 [==============================] - 0s 19ms/step >8, 596/693, d1=0.683, d2=0.677 g=0.761 2/2 [==============================] - 0s 18ms/step >8, 597/693, d1=0.704, d2=0.675 g=0.750 2/2 [==============================] - 0s 19ms/step >8, 598/693, d1=0.666, d2=0.699 g=0.754 2/2 [==============================] - 0s 16ms/step >8, 599/693, d1=0.672, d2=0.695 g=0.735 2/2 [==============================] - 0s 18ms/step >8, 600/693, d1=0.680, d2=0.679 g=0.751 2/2 [==============================] - 0s 19ms/step >8, 601/693, d1=0.659, d2=0.737 g=0.749 2/2 [==============================] - 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0s 18ms/step >8, 624/693, d1=0.655, d2=0.699 g=0.746 2/2 [==============================] - 0s 19ms/step >8, 625/693, d1=0.650, d2=0.708 g=0.757 2/2 [==============================] - 0s 18ms/step >8, 626/693, d1=0.660, d2=0.707 g=0.751 2/2 [==============================] - 0s 19ms/step >8, 627/693, d1=0.679, d2=0.730 g=0.747 2/2 [==============================] - 0s 17ms/step >8, 628/693, d1=0.664, d2=0.692 g=0.782 2/2 [==============================] - 0s 21ms/step >8, 629/693, d1=0.678, d2=0.678 g=0.758 2/2 [==============================] - 0s 18ms/step >8, 630/693, d1=0.692, d2=0.662 g=0.774 2/2 [==============================] - 0s 18ms/step >8, 631/693, d1=0.708, d2=0.666 g=0.789 2/2 [==============================] - 0s 18ms/step >8, 632/693, d1=0.730, d2=0.670 g=0.778 2/2 [==============================] - 0s 18ms/step >8, 633/693, d1=0.728, d2=0.667 g=0.776 2/2 [==============================] - 0s 20ms/step >8, 634/693, d1=0.692, d2=0.660 g=0.770 2/2 [==============================] - 0s 19ms/step >8, 635/693, d1=0.680, d2=0.678 g=0.742 2/2 [==============================] - 0s 20ms/step >8, 636/693, d1=0.686, d2=0.659 g=0.782 2/2 [==============================] - 0s 19ms/step >8, 637/693, d1=0.700, d2=0.689 g=0.764 2/2 [==============================] - 0s 18ms/step >8, 638/693, d1=0.688, d2=0.691 g=0.744 2/2 [==============================] - 0s 18ms/step >8, 639/693, d1=0.663, d2=0.693 g=0.781 2/2 [==============================] - 0s 19ms/step >8, 640/693, d1=0.665, d2=0.684 g=0.752 2/2 [==============================] - 0s 19ms/step >8, 641/693, d1=0.684, d2=0.652 g=0.772 2/2 [==============================] - 0s 19ms/step >8, 642/693, d1=0.670, d2=0.665 g=0.756 2/2 [==============================] - 0s 19ms/step >8, 643/693, d1=0.676, d2=0.696 g=0.750 2/2 [==============================] - 0s 18ms/step >8, 644/693, d1=0.688, d2=0.704 g=0.754 2/2 [==============================] - 0s 18ms/step >8, 645/693, d1=0.675, d2=0.654 g=0.749 2/2 [==============================] - 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0s 18ms/step >8, 668/693, d1=0.716, d2=0.661 g=0.781 2/2 [==============================] - 0s 20ms/step >8, 669/693, d1=0.702, d2=0.661 g=0.774 2/2 [==============================] - 0s 19ms/step >8, 670/693, d1=0.701, d2=0.656 g=0.782 2/2 [==============================] - 0s 20ms/step >8, 671/693, d1=0.702, d2=0.684 g=0.783 2/2 [==============================] - 0s 20ms/step >8, 672/693, d1=0.676, d2=0.663 g=0.783 2/2 [==============================] - 0s 17ms/step >8, 673/693, d1=0.696, d2=0.681 g=0.749 2/2 [==============================] - 0s 18ms/step >8, 674/693, d1=0.657, d2=0.697 g=0.771 2/2 [==============================] - 0s 18ms/step >8, 675/693, d1=0.683, d2=0.653 g=0.763 2/2 [==============================] - 0s 19ms/step >8, 676/693, d1=0.697, d2=0.669 g=0.788 2/2 [==============================] - 0s 19ms/step >8, 677/693, d1=0.704, d2=0.659 g=0.759 2/2 [==============================] - 0s 20ms/step >8, 678/693, d1=0.654, d2=0.666 g=0.760 2/2 [==============================] - 0s 19ms/step >8, 679/693, d1=0.649, d2=0.695 g=0.751 2/2 [==============================] - 0s 17ms/step >8, 680/693, d1=0.677, d2=0.680 g=0.747 2/2 [==============================] - 0s 19ms/step >8, 681/693, d1=0.670, d2=0.679 g=0.762 2/2 [==============================] - 0s 18ms/step >8, 682/693, d1=0.682, d2=0.681 g=0.737 2/2 [==============================] - 0s 18ms/step >8, 683/693, d1=0.667, d2=0.681 g=0.754 2/2 [==============================] - 0s 22ms/step >8, 684/693, d1=0.647, d2=0.687 g=0.772 2/2 [==============================] - 0s 19ms/step >8, 685/693, d1=0.707, d2=0.682 g=0.771 2/2 [==============================] - 0s 19ms/step >8, 686/693, d1=0.674, d2=0.664 g=0.774 2/2 [==============================] - 0s 18ms/step >8, 687/693, d1=0.679, d2=0.670 g=0.766 2/2 [==============================] - 0s 18ms/step >8, 688/693, d1=0.682, d2=0.672 g=0.752 2/2 [==============================] - 0s 19ms/step >8, 689/693, d1=0.700, d2=0.658 g=0.780 2/2 [==============================] - 0s 18ms/step >8, 690/693, d1=0.689, d2=0.661 g=0.767 2/2 [==============================] - 0s 19ms/step >8, 691/693, d1=0.700, d2=0.698 g=0.759 2/2 [==============================] - 0s 19ms/step >8, 692/693, d1=0.692, d2=0.689 g=0.763 2/2 [==============================] - 0s 18ms/step >8, 693/693, d1=0.677, d2=0.680 g=0.748 2/2 [==============================] - 0s 17ms/step >9, 1/693, d1=0.669, d2=0.669 g=0.763 2/2 [==============================] - 0s 20ms/step >9, 2/693, d1=0.674, d2=0.679 g=0.764 2/2 [==============================] - 0s 17ms/step >9, 3/693, d1=0.652, d2=0.710 g=0.750 2/2 [==============================] - 0s 19ms/step >9, 4/693, d1=0.705, d2=0.705 g=0.767 2/2 [==============================] - 0s 20ms/step >9, 5/693, d1=0.665, d2=0.683 g=0.760 2/2 [==============================] - 0s 18ms/step >9, 6/693, d1=0.674, d2=0.681 g=0.762 2/2 [==============================] - 0s 19ms/step >9, 7/693, d1=0.659, d2=0.664 g=0.786 2/2 [==============================] - 0s 17ms/step >9, 8/693, d1=0.649, d2=0.668 g=0.748 2/2 [==============================] - 0s 19ms/step >9, 9/693, d1=0.672, d2=0.692 g=0.752 2/2 [==============================] - 0s 18ms/step >9, 10/693, d1=0.693, d2=0.690 g=0.738 2/2 [==============================] - 0s 19ms/step >9, 11/693, d1=0.667, d2=0.688 g=0.744 2/2 [==============================] - 0s 18ms/step >9, 12/693, d1=0.670, d2=0.687 g=0.747 2/2 [==============================] - 0s 20ms/step >9, 13/693, d1=0.692, d2=0.694 g=0.754 2/2 [==============================] - 0s 17ms/step >9, 14/693, d1=0.707, d2=0.680 g=0.750 2/2 [==============================] - 0s 17ms/step >9, 15/693, d1=0.674, d2=0.692 g=0.764 2/2 [==============================] - 0s 19ms/step >9, 16/693, d1=0.669, d2=0.681 g=0.755 2/2 [==============================] - 0s 19ms/step >9, 17/693, d1=0.696, d2=0.708 g=0.759 2/2 [==============================] - 0s 25ms/step >9, 18/693, d1=0.696, d2=0.681 g=0.754 2/2 [==============================] - 0s 18ms/step >9, 19/693, d1=0.653, d2=0.671 g=0.797 2/2 [==============================] - 0s 19ms/step >9, 20/693, d1=0.705, d2=0.654 g=0.770 2/2 [==============================] - 0s 18ms/step >9, 21/693, d1=0.674, d2=0.688 g=0.742 2/2 [==============================] - 0s 19ms/step >9, 22/693, d1=0.698, d2=0.641 g=0.783 2/2 [==============================] - 0s 18ms/step >9, 23/693, d1=0.689, d2=0.635 g=0.804 2/2 [==============================] - 0s 20ms/step >9, 24/693, d1=0.701, d2=0.685 g=0.756 2/2 [==============================] - 0s 18ms/step >9, 25/693, d1=0.674, d2=0.684 g=0.752 2/2 [==============================] - 0s 18ms/step >9, 26/693, d1=0.678, d2=0.693 g=0.765 2/2 [==============================] - 0s 16ms/step >9, 27/693, d1=0.640, d2=0.698 g=0.756 2/2 [==============================] - 0s 20ms/step >9, 28/693, d1=0.666, d2=0.738 g=0.757 2/2 [==============================] - 0s 19ms/step >9, 29/693, d1=0.670, d2=0.697 g=0.774 2/2 [==============================] - 0s 18ms/step >9, 30/693, d1=0.689, d2=0.672 g=0.776 2/2 [==============================] - 0s 18ms/step >9, 31/693, d1=0.679, d2=0.678 g=0.760 2/2 [==============================] - 0s 17ms/step >9, 32/693, d1=0.678, d2=0.668 g=0.785 2/2 [==============================] - 0s 18ms/step >9, 33/693, d1=0.689, d2=0.680 g=0.758 2/2 [==============================] - 0s 19ms/step >9, 34/693, d1=0.697, d2=0.699 g=0.757 2/2 [==============================] - 0s 20ms/step >9, 35/693, d1=0.688, d2=0.678 g=0.742 2/2 [==============================] - 0s 19ms/step >9, 36/693, d1=0.684, d2=0.674 g=0.747 2/2 [==============================] - 0s 21ms/step >9, 37/693, d1=0.689, d2=0.667 g=0.749 2/2 [==============================] - 0s 18ms/step >9, 38/693, d1=0.689, d2=0.656 g=0.735 2/2 [==============================] - 0s 18ms/step >9, 39/693, d1=0.655, d2=0.732 g=0.745 2/2 [==============================] - 0s 19ms/step >9, 40/693, d1=0.672, d2=0.666 g=0.735 2/2 [==============================] - 0s 19ms/step >9, 41/693, d1=0.676, d2=0.702 g=0.736 2/2 [==============================] - 0s 20ms/step >9, 42/693, d1=0.670, d2=0.694 g=0.745 2/2 [==============================] - 0s 18ms/step >9, 43/693, d1=0.652, d2=0.669 g=0.748 2/2 [==============================] - 0s 19ms/step >9, 44/693, d1=0.679, d2=0.709 g=0.725 2/2 [==============================] - 0s 18ms/step >9, 45/693, d1=0.680, d2=0.697 g=0.730 2/2 [==============================] - 0s 19ms/step >9, 46/693, d1=0.686, d2=0.692 g=0.746 2/2 [==============================] - 0s 19ms/step >9, 47/693, d1=0.653, d2=0.718 g=0.763 2/2 [==============================] - 0s 19ms/step >9, 48/693, d1=0.675, d2=0.682 g=0.755 2/2 [==============================] - 0s 18ms/step >9, 49/693, d1=0.683, d2=0.677 g=0.785 2/2 [==============================] - 0s 20ms/step >9, 50/693, d1=0.703, d2=0.685 g=0.796 2/2 [==============================] - 0s 19ms/step >9, 51/693, d1=0.719, d2=0.657 g=0.795 2/2 [==============================] - 0s 19ms/step >9, 52/693, d1=0.716, d2=0.646 g=0.778 2/2 [==============================] - 0s 19ms/step >9, 53/693, d1=0.719, d2=0.670 g=0.764 2/2 [==============================] - 0s 18ms/step >9, 54/693, d1=0.700, d2=0.650 g=0.756 2/2 [==============================] - 0s 20ms/step >9, 55/693, d1=0.712, d2=0.655 g=0.742 2/2 [==============================] - 0s 17ms/step >9, 56/693, d1=0.677, d2=0.684 g=0.751 2/2 [==============================] - 0s 18ms/step >9, 57/693, d1=0.700, d2=0.706 g=0.734 2/2 [==============================] - 0s 19ms/step >9, 58/693, d1=0.658, d2=0.693 g=0.762 2/2 [==============================] - 0s 19ms/step >9, 59/693, d1=0.686, d2=0.685 g=0.773 2/2 [==============================] - 0s 19ms/step >9, 60/693, d1=0.683, d2=0.694 g=0.760 2/2 [==============================] - 0s 19ms/step >9, 61/693, d1=0.704, d2=0.649 g=0.747 2/2 [==============================] - 0s 19ms/step >9, 62/693, d1=0.672, d2=0.698 g=0.754 2/2 [==============================] - 0s 18ms/step >9, 63/693, d1=0.671, d2=0.696 g=0.743 2/2 [==============================] - 0s 17ms/step >9, 64/693, d1=0.665, d2=0.695 g=0.732 2/2 [==============================] - 0s 20ms/step >9, 65/693, d1=0.669, d2=0.692 g=0.725 2/2 [==============================] - 0s 17ms/step >9, 66/693, d1=0.675, d2=0.706 g=0.739 2/2 [==============================] - 0s 18ms/step >9, 67/693, d1=0.672, d2=0.669 g=0.736 2/2 [==============================] - 0s 24ms/step >9, 68/693, d1=0.635, d2=0.679 g=0.738 2/2 [==============================] - 0s 19ms/step >9, 69/693, d1=0.656, d2=0.712 g=0.739 2/2 [==============================] - 0s 20ms/step >9, 70/693, d1=0.682, d2=0.700 g=0.751 2/2 [==============================] - 0s 20ms/step >9, 71/693, d1=0.655, d2=0.699 g=0.759 2/2 [==============================] - 0s 20ms/step >9, 72/693, d1=0.669, d2=0.735 g=0.772 2/2 [==============================] - 0s 19ms/step >9, 73/693, d1=0.695, d2=0.701 g=0.752 2/2 [==============================] - 0s 18ms/step >9, 74/693, d1=0.666, d2=0.666 g=0.748 2/2 [==============================] - 0s 20ms/step >9, 75/693, d1=0.694, d2=0.694 g=0.749 2/2 [==============================] - 0s 18ms/step >9, 76/693, d1=0.697, d2=0.719 g=0.766 2/2 [==============================] - 0s 17ms/step >9, 77/693, d1=0.676, d2=0.687 g=0.760 2/2 [==============================] - 0s 18ms/step >9, 78/693, d1=0.696, d2=0.672 g=0.766 2/2 [==============================] - 0s 19ms/step >9, 79/693, d1=0.674, d2=0.685 g=0.782 2/2 [==============================] - 0s 19ms/step >9, 80/693, d1=0.673, d2=0.634 g=0.758 2/2 [==============================] - 0s 19ms/step >9, 81/693, d1=0.688, d2=0.698 g=0.752 2/2 [==============================] - 0s 19ms/step >9, 82/693, d1=0.646, d2=0.722 g=0.729 2/2 [==============================] - 0s 20ms/step >9, 83/693, d1=0.668, d2=0.691 g=0.755 2/2 [==============================] - 0s 18ms/step >9, 84/693, d1=0.647, d2=0.682 g=0.754 2/2 [==============================] - 0s 19ms/step >9, 85/693, d1=0.670, d2=0.726 g=0.755 2/2 [==============================] - 0s 21ms/step >9, 86/693, d1=0.683, d2=0.691 g=0.767 2/2 [==============================] - 0s 17ms/step >9, 87/693, d1=0.678, d2=0.672 g=0.759 2/2 [==============================] - 0s 19ms/step >9, 88/693, d1=0.682, d2=0.699 g=0.750 2/2 [==============================] - 0s 19ms/step >9, 89/693, d1=0.684, d2=0.688 g=0.736 2/2 [==============================] - 0s 19ms/step >9, 90/693, d1=0.663, d2=0.674 g=0.766 2/2 [==============================] - 0s 18ms/step >9, 91/693, d1=0.707, d2=0.685 g=0.782 2/2 [==============================] - 0s 19ms/step >9, 92/693, d1=0.690, d2=0.667 g=0.757 2/2 [==============================] - 0s 16ms/step >9, 93/693, d1=0.698, d2=0.656 g=0.779 2/2 [==============================] - 0s 18ms/step >9, 94/693, d1=0.658, d2=0.688 g=0.769 2/2 [==============================] - 0s 20ms/step >9, 95/693, d1=0.709, d2=0.670 g=0.755 2/2 [==============================] - 0s 19ms/step >9, 96/693, d1=0.676, d2=0.669 g=0.757 2/2 [==============================] - 0s 18ms/step >9, 97/693, d1=0.684, d2=0.676 g=0.764 2/2 [==============================] - 0s 18ms/step >9, 98/693, d1=0.674, d2=0.723 g=0.766 2/2 [==============================] - 0s 18ms/step >9, 99/693, d1=0.692, d2=0.678 g=0.767 2/2 [==============================] - 0s 18ms/step >9, 100/693, d1=0.683, d2=0.654 g=0.751 2/2 [==============================] - 0s 19ms/step >9, 101/693, d1=0.655, d2=0.676 g=0.771 2/2 [==============================] - 0s 19ms/step >9, 102/693, d1=0.688, d2=0.655 g=0.776 2/2 [==============================] - 0s 18ms/step >9, 103/693, d1=0.672, d2=0.682 g=0.748 2/2 [==============================] - 0s 20ms/step >9, 104/693, d1=0.665, d2=0.644 g=0.774 2/2 [==============================] - 0s 19ms/step >9, 105/693, d1=0.645, d2=0.740 g=0.761 2/2 [==============================] - 0s 19ms/step >9, 106/693, d1=0.664, d2=0.671 g=0.766 2/2 [==============================] - 0s 18ms/step >9, 107/693, d1=0.704, d2=0.672 g=0.771 2/2 [==============================] - 0s 18ms/step >9, 108/693, d1=0.683, d2=0.690 g=0.786 2/2 [==============================] - 0s 18ms/step >9, 109/693, d1=0.697, d2=0.649 g=0.770 2/2 [==============================] - 0s 19ms/step >9, 110/693, d1=0.683, d2=0.667 g=0.750 2/2 [==============================] - 0s 16ms/step >9, 111/693, d1=0.692, d2=0.664 g=0.777 2/2 [==============================] - 0s 19ms/step >9, 112/693, d1=0.693, d2=0.657 g=0.802 2/2 [==============================] - 0s 18ms/step >9, 113/693, d1=0.728, d2=0.666 g=0.779 2/2 [==============================] - 0s 18ms/step >9, 114/693, d1=0.678, d2=0.669 g=0.790 2/2 [==============================] - 0s 19ms/step >9, 115/693, d1=0.698, d2=0.645 g=0.779 2/2 [==============================] - 0s 19ms/step >9, 116/693, d1=0.710, d2=0.669 g=0.732 2/2 [==============================] - 0s 18ms/step >9, 117/693, d1=0.658, d2=0.653 g=0.766 2/2 [==============================] - 0s 20ms/step >9, 118/693, d1=0.660, d2=0.691 g=0.758 2/2 [==============================] - 0s 19ms/step >9, 119/693, d1=0.698, d2=0.664 g=0.752 2/2 [==============================] - 0s 20ms/step >9, 120/693, d1=0.666, d2=0.686 g=0.741 2/2 [==============================] - 0s 18ms/step >9, 121/693, d1=0.664, d2=0.659 g=0.733 2/2 [==============================] - 0s 18ms/step >9, 122/693, d1=0.700, d2=0.700 g=0.739 2/2 [==============================] - 0s 20ms/step >9, 123/693, d1=0.695, d2=0.692 g=0.742 2/2 [==============================] - 0s 19ms/step >9, 124/693, d1=0.668, d2=0.706 g=0.766 2/2 [==============================] - 0s 20ms/step >9, 125/693, d1=0.687, d2=0.655 g=0.751 2/2 [==============================] - 0s 18ms/step >9, 126/693, d1=0.678, d2=0.690 g=0.770 2/2 [==============================] - 0s 18ms/step >9, 127/693, d1=0.661, d2=0.670 g=0.753 2/2 [==============================] - 0s 19ms/step >9, 128/693, d1=0.684, d2=0.703 g=0.755 2/2 [==============================] - 0s 20ms/step >9, 129/693, d1=0.679, d2=0.640 g=0.757 2/2 [==============================] - 0s 19ms/step >9, 130/693, d1=0.671, d2=0.677 g=0.764 2/2 [==============================] - 0s 18ms/step >9, 131/693, d1=0.707, d2=0.678 g=0.768 2/2 [==============================] - 0s 16ms/step >9, 132/693, d1=0.682, d2=0.659 g=0.760 2/2 [==============================] - 0s 18ms/step >9, 133/693, d1=0.708, d2=0.664 g=0.771 2/2 [==============================] - 0s 19ms/step >9, 134/693, d1=0.678, d2=0.691 g=0.746 2/2 [==============================] - 0s 19ms/step >9, 135/693, d1=0.668, d2=0.671 g=0.763 2/2 [==============================] - 0s 18ms/step >9, 136/693, d1=0.708, d2=0.670 g=0.771 2/2 [==============================] - 0s 17ms/step >9, 137/693, d1=0.676, d2=0.664 g=0.766 2/2 [==============================] - 0s 20ms/step >9, 138/693, d1=0.691, d2=0.691 g=0.765 2/2 [==============================] - 0s 18ms/step >9, 139/693, d1=0.685, d2=0.658 g=0.771 2/2 [==============================] - 0s 20ms/step >9, 140/693, d1=0.656, d2=0.703 g=0.748 2/2 [==============================] - 0s 20ms/step >9, 141/693, d1=0.666, d2=0.693 g=0.745 2/2 [==============================] - 0s 19ms/step >9, 142/693, d1=0.682, d2=0.708 g=0.741 2/2 [==============================] - 0s 20ms/step >9, 143/693, d1=0.688, d2=0.731 g=0.732 2/2 [==============================] - 0s 19ms/step >9, 144/693, d1=0.662, d2=0.707 g=0.759 2/2 [==============================] - 0s 17ms/step >9, 145/693, d1=0.666, d2=0.713 g=0.747 2/2 [==============================] - 0s 19ms/step >9, 146/693, d1=0.679, d2=0.717 g=0.742 2/2 [==============================] - 0s 18ms/step >9, 147/693, d1=0.680, d2=0.685 g=0.756 2/2 [==============================] - 0s 18ms/step >9, 148/693, d1=0.669, d2=0.684 g=0.767 2/2 [==============================] - 0s 19ms/step >9, 149/693, d1=0.680, d2=0.685 g=0.755 2/2 [==============================] - 0s 20ms/step >9, 150/693, d1=0.694, d2=0.671 g=0.758 2/2 [==============================] - 0s 19ms/step >9, 151/693, d1=0.678, d2=0.681 g=0.740 2/2 [==============================] - 0s 18ms/step >9, 152/693, d1=0.693, d2=0.691 g=0.757 2/2 [==============================] - 0s 18ms/step >9, 153/693, d1=0.692, d2=0.683 g=0.754 2/2 [==============================] - 0s 19ms/step >9, 154/693, d1=0.644, d2=0.665 g=0.757 2/2 [==============================] - 0s 18ms/step >9, 155/693, d1=0.688, d2=0.699 g=0.770 2/2 [==============================] - 0s 19ms/step >9, 156/693, d1=0.686, d2=0.668 g=0.769 2/2 [==============================] - 0s 19ms/step >9, 157/693, d1=0.708, d2=0.667 g=0.769 2/2 [==============================] - 0s 19ms/step >9, 158/693, d1=0.666, d2=0.673 g=0.754 2/2 [==============================] - 0s 18ms/step >9, 159/693, d1=0.691, d2=0.680 g=0.757 2/2 [==============================] - 0s 18ms/step >9, 160/693, d1=0.676, d2=0.686 g=0.753 2/2 [==============================] - 0s 19ms/step >9, 161/693, d1=0.669, d2=0.689 g=0.756 2/2 [==============================] - 0s 19ms/step >9, 162/693, d1=0.679, d2=0.679 g=0.749 2/2 [==============================] - 0s 19ms/step >9, 163/693, d1=0.676, d2=0.697 g=0.766 2/2 [==============================] - 0s 20ms/step >9, 164/693, d1=0.692, d2=0.701 g=0.762 2/2 [==============================] - 0s 18ms/step >9, 165/693, d1=0.676, d2=0.693 g=0.755 2/2 [==============================] - 0s 17ms/step >9, 166/693, d1=0.688, d2=0.692 g=0.753 2/2 [==============================] - 0s 18ms/step >9, 167/693, d1=0.661, d2=0.698 g=0.743 2/2 [==============================] - 0s 19ms/step >9, 168/693, d1=0.659, d2=0.666 g=0.722 2/2 [==============================] - 0s 18ms/step >9, 169/693, d1=0.681, d2=0.733 g=0.742 2/2 [==============================] - 0s 19ms/step >9, 170/693, d1=0.649, d2=0.675 g=0.748 2/2 [==============================] - 0s 19ms/step >9, 171/693, d1=0.675, d2=0.686 g=0.771 2/2 [==============================] - 0s 18ms/step >9, 172/693, d1=0.671, d2=0.689 g=0.774 2/2 [==============================] - 0s 19ms/step >9, 173/693, d1=0.686, d2=0.654 g=0.775 2/2 [==============================] - 0s 18ms/step >9, 174/693, d1=0.681, d2=0.686 g=0.774 2/2 [==============================] - 0s 19ms/step >9, 175/693, d1=0.682, d2=0.680 g=0.780 2/2 [==============================] - 0s 18ms/step >9, 176/693, d1=0.676, d2=0.661 g=0.778 2/2 [==============================] - 0s 18ms/step >9, 177/693, d1=0.700, d2=0.661 g=0.761 2/2 [==============================] - 0s 20ms/step >9, 178/693, d1=0.667, d2=0.716 g=0.761 2/2 [==============================] - 0s 18ms/step >9, 179/693, d1=0.666, d2=0.669 g=0.776 2/2 [==============================] - 0s 20ms/step >9, 180/693, d1=0.695, d2=0.648 g=0.757 2/2 [==============================] - 0s 18ms/step >9, 181/693, d1=0.693, d2=0.662 g=0.747 2/2 [==============================] - 0s 19ms/step >9, 182/693, d1=0.657, d2=0.676 g=0.753 2/2 [==============================] - 0s 18ms/step >9, 183/693, d1=0.680, d2=0.711 g=0.724 2/2 [==============================] - 0s 18ms/step >9, 184/693, d1=0.653, d2=0.692 g=0.769 2/2 [==============================] - 0s 18ms/step >9, 185/693, d1=0.670, d2=0.681 g=0.747 2/2 [==============================] - 0s 18ms/step >9, 186/693, d1=0.685, d2=0.671 g=0.768 2/2 [==============================] - 0s 19ms/step >9, 187/693, d1=0.673, d2=0.687 g=0.755 2/2 [==============================] - 0s 18ms/step >9, 188/693, d1=0.667, d2=0.681 g=0.753 2/2 [==============================] - 0s 20ms/step >9, 189/693, d1=0.719, d2=0.688 g=0.762 2/2 [==============================] - 0s 17ms/step >9, 190/693, d1=0.671, d2=0.683 g=0.750 2/2 [==============================] - 0s 18ms/step >9, 191/693, d1=0.670, d2=0.694 g=0.754 2/2 [==============================] - 0s 18ms/step >9, 192/693, d1=0.678, d2=0.711 g=0.753 2/2 [==============================] - 0s 19ms/step >9, 193/693, d1=0.674, d2=0.685 g=0.758 2/2 [==============================] - 0s 18ms/step >9, 194/693, d1=0.682, d2=0.663 g=0.770 2/2 [==============================] - 0s 18ms/step >9, 195/693, d1=0.686, d2=0.643 g=0.752 2/2 [==============================] - 0s 17ms/step >9, 196/693, d1=0.692, d2=0.680 g=0.776 2/2 [==============================] - 0s 19ms/step >9, 197/693, d1=0.688, d2=0.677 g=0.774 2/2 [==============================] - 0s 18ms/step >9, 198/693, d1=0.685, d2=0.674 g=0.767 2/2 [==============================] - 0s 19ms/step >9, 199/693, d1=0.709, d2=0.645 g=0.768 2/2 [==============================] - 0s 21ms/step >9, 200/693, d1=0.654, d2=0.665 g=0.749 2/2 [==============================] - 0s 20ms/step >9, 201/693, d1=0.684, d2=0.693 g=0.776 2/2 [==============================] - 0s 20ms/step >9, 202/693, d1=0.686, d2=0.666 g=0.794 2/2 [==============================] - 0s 18ms/step >9, 203/693, d1=0.711, d2=0.702 g=0.755 2/2 [==============================] - 0s 18ms/step >9, 204/693, d1=0.678, d2=0.661 g=0.758 2/2 [==============================] - 0s 17ms/step >9, 205/693, d1=0.700, d2=0.682 g=0.732 2/2 [==============================] - 0s 20ms/step >9, 206/693, d1=0.642, d2=0.682 g=0.733 2/2 [==============================] - 0s 19ms/step >9, 207/693, d1=0.639, d2=0.711 g=0.725 2/2 [==============================] - 0s 19ms/step >9, 208/693, d1=0.710, d2=0.731 g=0.772 2/2 [==============================] - 0s 18ms/step >9, 209/693, d1=0.684, d2=0.663 g=0.770 2/2 [==============================] - 0s 19ms/step >9, 210/693, d1=0.687, d2=0.669 g=0.765 2/2 [==============================] - 0s 19ms/step >9, 211/693, d1=0.683, d2=0.691 g=0.747 2/2 [==============================] - 0s 20ms/step >9, 212/693, d1=0.657, d2=0.704 g=0.742 2/2 [==============================] - 0s 16ms/step >9, 213/693, d1=0.690, d2=0.686 g=0.778 2/2 [==============================] - 0s 19ms/step >9, 214/693, d1=0.690, d2=0.654 g=0.768 2/2 [==============================] - 0s 19ms/step >9, 215/693, d1=0.669, d2=0.681 g=0.750 2/2 [==============================] - 0s 19ms/step >9, 216/693, d1=0.672, d2=0.681 g=0.747 2/2 [==============================] - 0s 20ms/step >9, 217/693, d1=0.627, d2=0.715 g=0.750 2/2 [==============================] - 0s 18ms/step >9, 218/693, d1=0.636, d2=0.696 g=0.747 2/2 [==============================] - 0s 18ms/step >9, 219/693, d1=0.655, d2=0.699 g=0.757 2/2 [==============================] - 0s 19ms/step >9, 220/693, d1=0.691, d2=0.692 g=0.768 2/2 [==============================] - 0s 18ms/step >9, 221/693, d1=0.678, d2=0.688 g=0.795 2/2 [==============================] - 0s 21ms/step >9, 222/693, d1=0.693, d2=0.681 g=0.782 2/2 [==============================] - 0s 18ms/step >9, 223/693, d1=0.694, d2=0.680 g=0.749 2/2 [==============================] - 0s 17ms/step >9, 224/693, d1=0.697, d2=0.686 g=0.776 2/2 [==============================] - 0s 18ms/step >9, 225/693, d1=0.696, d2=0.662 g=0.755 2/2 [==============================] - 0s 19ms/step >9, 226/693, d1=0.686, d2=0.674 g=0.770 2/2 [==============================] - 0s 18ms/step >9, 227/693, d1=0.703, d2=0.686 g=0.733 2/2 [==============================] - 0s 17ms/step >9, 228/693, d1=0.675, d2=0.683 g=0.746 2/2 [==============================] - 0s 18ms/step >9, 229/693, d1=0.648, d2=0.686 g=0.730 2/2 [==============================] - 0s 17ms/step >9, 230/693, d1=0.624, d2=0.701 g=0.720 2/2 [==============================] - 0s 17ms/step >9, 231/693, d1=0.673, d2=0.714 g=0.745 2/2 [==============================] - 0s 20ms/step >9, 232/693, d1=0.690, d2=0.651 g=0.772 2/2 [==============================] - 0s 17ms/step >9, 233/693, d1=0.690, d2=0.656 g=0.771 2/2 [==============================] - 0s 19ms/step >9, 234/693, d1=0.711, d2=0.678 g=0.757 2/2 [==============================] - 0s 20ms/step >9, 235/693, d1=0.694, d2=0.677 g=0.750 2/2 [==============================] - 0s 19ms/step >9, 236/693, d1=0.668, d2=0.689 g=0.742 2/2 [==============================] - 0s 19ms/step >9, 237/693, d1=0.723, d2=0.710 g=0.767 2/2 [==============================] - 0s 19ms/step >9, 238/693, d1=0.686, d2=0.692 g=0.751 2/2 [==============================] - 0s 19ms/step >9, 239/693, d1=0.657, d2=0.692 g=0.764 2/2 [==============================] - 0s 16ms/step >9, 240/693, d1=0.681, d2=0.690 g=0.748 2/2 [==============================] - 0s 20ms/step >9, 241/693, d1=0.706, d2=0.709 g=0.777 2/2 [==============================] - 0s 18ms/step >9, 242/693, d1=0.657, d2=0.675 g=0.772 2/2 [==============================] - 0s 19ms/step >9, 243/693, d1=0.676, d2=0.690 g=0.772 2/2 [==============================] - 0s 17ms/step >9, 244/693, d1=0.679, d2=0.678 g=0.781 2/2 [==============================] - 0s 18ms/step >9, 245/693, d1=0.684, d2=0.656 g=0.794 2/2 [==============================] - 0s 20ms/step >9, 246/693, d1=0.676, d2=0.679 g=0.777 2/2 [==============================] - 0s 18ms/step >9, 247/693, d1=0.676, d2=0.687 g=0.772 2/2 [==============================] - 0s 19ms/step >9, 248/693, d1=0.695, d2=0.654 g=0.779 2/2 [==============================] - 0s 16ms/step >9, 249/693, d1=0.698, d2=0.690 g=0.788 2/2 [==============================] - 0s 17ms/step >9, 250/693, d1=0.708, d2=0.671 g=0.761 2/2 [==============================] - 0s 19ms/step >9, 251/693, d1=0.692, d2=0.661 g=0.768 2/2 [==============================] - 0s 19ms/step >9, 252/693, d1=0.670, d2=0.665 g=0.764 2/2 [==============================] - 0s 18ms/step >9, 253/693, d1=0.667, d2=0.672 g=0.752 2/2 [==============================] - 0s 20ms/step >9, 254/693, d1=0.671, d2=0.695 g=0.746 2/2 [==============================] - 0s 19ms/step >9, 255/693, d1=0.699, d2=0.707 g=0.758 2/2 [==============================] - 0s 18ms/step >9, 256/693, d1=0.655, d2=0.700 g=0.779 2/2 [==============================] - 0s 19ms/step >9, 257/693, d1=0.681, d2=0.668 g=0.771 2/2 [==============================] - 0s 20ms/step >9, 258/693, d1=0.692, d2=0.686 g=0.769 2/2 [==============================] - 0s 18ms/step >9, 259/693, d1=0.718, d2=0.691 g=0.767 2/2 [==============================] - 0s 19ms/step >9, 260/693, d1=0.668, d2=0.701 g=0.753 2/2 [==============================] - 0s 19ms/step >9, 261/693, d1=0.687, d2=0.702 g=0.776 2/2 [==============================] - 0s 18ms/step >9, 262/693, d1=0.670, d2=0.664 g=0.781 2/2 [==============================] - 0s 19ms/step >9, 263/693, d1=0.691, d2=0.649 g=0.785 2/2 [==============================] - 0s 18ms/step >9, 264/693, d1=0.688, d2=0.677 g=0.763 2/2 [==============================] - 0s 19ms/step >9, 265/693, d1=0.674, d2=0.686 g=0.764 2/2 [==============================] - 0s 20ms/step >9, 266/693, d1=0.688, d2=0.680 g=0.777 2/2 [==============================] - 0s 19ms/step >9, 267/693, d1=0.700, d2=0.673 g=0.752 2/2 [==============================] - 0s 20ms/step >9, 268/693, d1=0.683, d2=0.686 g=0.761 2/2 [==============================] - 0s 19ms/step >9, 269/693, d1=0.680, d2=0.692 g=0.767 2/2 [==============================] - 0s 20ms/step >9, 270/693, d1=0.700, d2=0.706 g=0.730 2/2 [==============================] - 0s 18ms/step >9, 271/693, d1=0.657, d2=0.701 g=0.742 2/2 [==============================] - 0s 19ms/step >9, 272/693, d1=0.675, d2=0.706 g=0.769 2/2 [==============================] - 0s 17ms/step >9, 273/693, d1=0.670, d2=0.714 g=0.746 2/2 [==============================] - 0s 19ms/step >9, 274/693, d1=0.682, d2=0.690 g=0.773 2/2 [==============================] - 0s 19ms/step >9, 275/693, d1=0.673, d2=0.681 g=0.755 2/2 [==============================] - 0s 19ms/step >9, 276/693, d1=0.703, d2=0.671 g=0.754 2/2 [==============================] - 0s 17ms/step >9, 277/693, d1=0.682, d2=0.685 g=0.782 2/2 [==============================] - 0s 18ms/step >9, 278/693, d1=0.686, d2=0.669 g=0.792 2/2 [==============================] - 0s 20ms/step >9, 279/693, d1=0.669, d2=0.673 g=0.764 2/2 [==============================] - 0s 19ms/step >9, 280/693, d1=0.690, d2=0.705 g=0.768 2/2 [==============================] - 0s 18ms/step >9, 281/693, d1=0.690, d2=0.691 g=0.786 2/2 [==============================] - 0s 18ms/step >9, 282/693, d1=0.670, d2=0.657 g=0.801 2/2 [==============================] - 0s 19ms/step >9, 283/693, d1=0.690, d2=0.678 g=0.777 2/2 [==============================] - 0s 19ms/step >9, 284/693, d1=0.685, d2=0.667 g=0.768 2/2 [==============================] - 0s 19ms/step >9, 285/693, d1=0.682, d2=0.677 g=0.752 2/2 [==============================] - 0s 18ms/step >9, 286/693, d1=0.683, d2=0.680 g=0.779 2/2 [==============================] - 0s 18ms/step >9, 287/693, d1=0.677, d2=0.669 g=0.766 2/2 [==============================] - 0s 18ms/step >9, 288/693, d1=0.673, d2=0.681 g=0.752 2/2 [==============================] - 0s 19ms/step >9, 289/693, d1=0.675, d2=0.699 g=0.739 2/2 [==============================] - 0s 17ms/step >9, 290/693, d1=0.652, d2=0.666 g=0.745 2/2 [==============================] - 0s 20ms/step >9, 291/693, d1=0.675, d2=0.670 g=0.761 2/2 [==============================] - 0s 20ms/step >9, 292/693, d1=0.698, d2=0.685 g=0.747 2/2 [==============================] - 0s 19ms/step >9, 293/693, d1=0.669, d2=0.694 g=0.751 2/2 [==============================] - 0s 18ms/step >9, 294/693, d1=0.711, d2=0.683 g=0.777 2/2 [==============================] - 0s 18ms/step >9, 295/693, d1=0.676, d2=0.674 g=0.763 2/2 [==============================] - 0s 19ms/step >9, 296/693, d1=0.652, d2=0.668 g=0.765 2/2 [==============================] - 0s 18ms/step >9, 297/693, d1=0.659, d2=0.694 g=0.760 2/2 [==============================] - 0s 18ms/step >9, 298/693, d1=0.690, d2=0.680 g=0.770 2/2 [==============================] - 0s 19ms/step >9, 299/693, d1=0.665, d2=0.670 g=0.768 2/2 [==============================] - 0s 18ms/step >9, 300/693, d1=0.705, d2=0.686 g=0.752 2/2 [==============================] - 0s 17ms/step >9, 301/693, d1=0.665, d2=0.687 g=0.767 2/2 [==============================] - 0s 18ms/step >9, 302/693, d1=0.671, d2=0.688 g=0.773 2/2 [==============================] - 0s 19ms/step >9, 303/693, d1=0.683, d2=0.687 g=0.761 2/2 [==============================] - 0s 18ms/step >9, 304/693, d1=0.682, d2=0.673 g=0.744 2/2 [==============================] - 0s 20ms/step >9, 305/693, d1=0.681, d2=0.688 g=0.761 2/2 [==============================] - 0s 19ms/step >9, 306/693, d1=0.698, d2=0.722 g=0.760 2/2 [==============================] - 0s 19ms/step >9, 307/693, d1=0.699, d2=0.656 g=0.754 2/2 [==============================] - 0s 18ms/step >9, 308/693, d1=0.671, d2=0.655 g=0.755 2/2 [==============================] - 0s 18ms/step >9, 309/693, d1=0.677, d2=0.687 g=0.771 2/2 [==============================] - 0s 18ms/step >9, 310/693, d1=0.658, d2=0.689 g=0.762 2/2 [==============================] - 0s 19ms/step >9, 311/693, d1=0.692, d2=0.700 g=0.785 2/2 [==============================] - 0s 19ms/step >9, 312/693, d1=0.713, d2=0.668 g=0.754 2/2 [==============================] - 0s 17ms/step >9, 313/693, d1=0.668, d2=0.690 g=0.760 2/2 [==============================] - 0s 18ms/step >9, 314/693, d1=0.683, d2=0.681 g=0.768 2/2 [==============================] - 0s 17ms/step >9, 315/693, d1=0.658, d2=0.687 g=0.743 2/2 [==============================] - 0s 19ms/step >9, 316/693, d1=0.653, d2=0.696 g=0.770 2/2 [==============================] - 0s 18ms/step >9, 317/693, d1=0.684, d2=0.672 g=0.759 2/2 [==============================] - 0s 19ms/step >9, 318/693, d1=0.695, d2=0.674 g=0.768 2/2 [==============================] - 0s 18ms/step >9, 319/693, d1=0.703, d2=0.689 g=0.773 2/2 [==============================] - 0s 20ms/step >9, 320/693, d1=0.699, d2=0.689 g=0.760 2/2 [==============================] - 0s 19ms/step >9, 321/693, d1=0.661, d2=0.684 g=0.744 2/2 [==============================] - 0s 18ms/step >9, 322/693, d1=0.680, d2=0.703 g=0.746 2/2 [==============================] - 0s 19ms/step >9, 323/693, d1=0.670, d2=0.704 g=0.749 2/2 [==============================] - 0s 18ms/step >9, 324/693, d1=0.665, d2=0.686 g=0.754 2/2 [==============================] - 0s 20ms/step >9, 325/693, d1=0.707, d2=0.675 g=0.758 2/2 [==============================] - 0s 19ms/step >9, 326/693, d1=0.646, d2=0.690 g=0.763 2/2 [==============================] - 0s 19ms/step >9, 327/693, d1=0.642, d2=0.672 g=0.770 2/2 [==============================] - 0s 20ms/step >9, 328/693, d1=0.666, d2=0.671 g=0.763 2/2 [==============================] - 0s 18ms/step >9, 329/693, d1=0.678, d2=0.685 g=0.791 2/2 [==============================] - 0s 20ms/step >9, 330/693, d1=0.709, d2=0.684 g=0.778 2/2 [==============================] - 0s 19ms/step >9, 331/693, d1=0.690, d2=0.665 g=0.802 2/2 [==============================] - 0s 19ms/step >9, 332/693, d1=0.698, d2=0.670 g=0.756 2/2 [==============================] - 0s 18ms/step >9, 333/693, d1=0.715, d2=0.685 g=0.757 2/2 [==============================] - 0s 18ms/step >9, 334/693, d1=0.708, d2=0.689 g=0.770 2/2 [==============================] - 0s 19ms/step >9, 335/693, d1=0.672, d2=0.668 g=0.773 2/2 [==============================] - 0s 18ms/step >9, 336/693, d1=0.688, d2=0.658 g=0.743 2/2 [==============================] - 0s 18ms/step >9, 337/693, d1=0.677, d2=0.677 g=0.756 2/2 [==============================] - 0s 19ms/step >9, 338/693, d1=0.688, d2=0.685 g=0.767 2/2 [==============================] - 0s 19ms/step >9, 339/693, d1=0.689, d2=0.656 g=0.762 2/2 [==============================] - 0s 18ms/step >9, 340/693, d1=0.690, d2=0.695 g=0.782 2/2 [==============================] - 0s 19ms/step >9, 341/693, d1=0.674, d2=0.654 g=0.759 2/2 [==============================] - 0s 18ms/step >9, 342/693, d1=0.676, d2=0.679 g=0.769 2/2 [==============================] - 0s 19ms/step >9, 343/693, d1=0.663, d2=0.664 g=0.766 2/2 [==============================] - 0s 18ms/step >9, 344/693, d1=0.696, d2=0.663 g=0.774 2/2 [==============================] - 0s 19ms/step >9, 345/693, d1=0.694, d2=0.673 g=0.763 2/2 [==============================] - 0s 19ms/step >9, 346/693, d1=0.692, d2=0.663 g=0.752 2/2 [==============================] - 0s 19ms/step >9, 347/693, d1=0.690, d2=0.684 g=0.730 2/2 [==============================] - 0s 17ms/step >9, 348/693, d1=0.678, d2=0.714 g=0.752 2/2 [==============================] - 0s 20ms/step >9, 349/693, d1=0.660, d2=0.675 g=0.744 2/2 [==============================] - 0s 18ms/step >9, 350/693, d1=0.670, d2=0.694 g=0.766 2/2 [==============================] - 0s 20ms/step >9, 351/693, d1=0.656, d2=0.683 g=0.739 2/2 [==============================] - 0s 19ms/step >9, 352/693, d1=0.684, d2=0.712 g=0.756 2/2 [==============================] - 0s 21ms/step >9, 353/693, d1=0.669, d2=0.694 g=0.750 2/2 [==============================] - 0s 18ms/step >9, 354/693, d1=0.693, d2=0.695 g=0.747 2/2 [==============================] - 0s 18ms/step >9, 355/693, d1=0.658, d2=0.683 g=0.755 2/2 [==============================] - 0s 19ms/step >9, 356/693, d1=0.676, d2=0.667 g=0.758 2/2 [==============================] - 0s 19ms/step >9, 357/693, d1=0.681, d2=0.696 g=0.753 2/2 [==============================] - 0s 20ms/step >9, 358/693, d1=0.682, d2=0.706 g=0.754 2/2 [==============================] - 0s 19ms/step >9, 359/693, d1=0.681, d2=0.698 g=0.772 2/2 [==============================] - 0s 19ms/step >9, 360/693, d1=0.662, d2=0.685 g=0.763 2/2 [==============================] - 0s 18ms/step >9, 361/693, d1=0.674, d2=0.707 g=0.747 2/2 [==============================] - 0s 20ms/step >9, 362/693, d1=0.694, d2=0.699 g=0.749 2/2 [==============================] - 0s 20ms/step >9, 363/693, d1=0.683, d2=0.699 g=0.753 2/2 [==============================] - 0s 20ms/step >9, 364/693, d1=0.691, d2=0.675 g=0.761 2/2 [==============================] - 0s 17ms/step >9, 365/693, d1=0.688, d2=0.680 g=0.735 2/2 [==============================] - 0s 19ms/step >9, 366/693, d1=0.671, d2=0.708 g=0.759 2/2 [==============================] - 0s 18ms/step >9, 367/693, d1=0.672, d2=0.709 g=0.745 2/2 [==============================] - 0s 18ms/step >9, 368/693, d1=0.682, d2=0.657 g=0.753 2/2 [==============================] - 0s 18ms/step >9, 369/693, d1=0.690, d2=0.707 g=0.739 2/2 [==============================] - 0s 18ms/step >9, 370/693, d1=0.671, d2=0.679 g=0.744 2/2 [==============================] - 0s 20ms/step >9, 371/693, d1=0.672, d2=0.675 g=0.773 2/2 [==============================] - 0s 17ms/step >9, 372/693, d1=0.667, d2=0.696 g=0.751 2/2 [==============================] - 0s 19ms/step >9, 373/693, d1=0.672, d2=0.645 g=0.762 2/2 [==============================] - 0s 19ms/step >9, 374/693, d1=0.686, d2=0.679 g=0.750 2/2 [==============================] - 0s 19ms/step >9, 375/693, d1=0.683, d2=0.674 g=0.771 2/2 [==============================] - 0s 19ms/step >9, 376/693, d1=0.702, d2=0.679 g=0.791 2/2 [==============================] - 0s 17ms/step >9, 377/693, d1=0.700, d2=0.672 g=0.774 2/2 [==============================] - 0s 18ms/step >9, 378/693, d1=0.697, d2=0.697 g=0.745 2/2 [==============================] - 0s 18ms/step >9, 379/693, d1=0.679, d2=0.669 g=0.744 2/2 [==============================] - 0s 19ms/step >9, 380/693, d1=0.673, d2=0.689 g=0.746 2/2 [==============================] - 0s 18ms/step >9, 381/693, d1=0.687, d2=0.674 g=0.759 2/2 [==============================] - 0s 18ms/step >9, 382/693, d1=0.680, d2=0.680 g=0.737 2/2 [==============================] - 0s 18ms/step >9, 383/693, d1=0.661, d2=0.678 g=0.740 2/2 [==============================] - 0s 20ms/step >9, 384/693, d1=0.671, d2=0.704 g=0.731 2/2 [==============================] - 0s 18ms/step >9, 385/693, d1=0.657, d2=0.700 g=0.719 2/2 [==============================] - 0s 17ms/step >9, 386/693, d1=0.668, d2=0.707 g=0.738 2/2 [==============================] - 0s 19ms/step >9, 387/693, d1=0.641, d2=0.698 g=0.776 2/2 [==============================] - 0s 18ms/step >9, 388/693, d1=0.654, d2=0.691 g=0.758 2/2 [==============================] - 0s 21ms/step >9, 389/693, d1=0.673, d2=0.675 g=0.751 2/2 [==============================] - 0s 19ms/step >9, 390/693, d1=0.688, d2=0.700 g=0.764 2/2 [==============================] - 0s 18ms/step >9, 391/693, d1=0.675, d2=0.683 g=0.762 2/2 [==============================] - 0s 18ms/step >9, 392/693, d1=0.684, d2=0.674 g=0.748 2/2 [==============================] - 0s 18ms/step >9, 393/693, d1=0.695, d2=0.687 g=0.755 2/2 [==============================] - 0s 20ms/step >9, 394/693, d1=0.676, d2=0.670 g=0.740 2/2 [==============================] - 0s 19ms/step >9, 395/693, d1=0.651, d2=0.684 g=0.729 2/2 [==============================] - 0s 16ms/step >9, 396/693, d1=0.665, d2=0.709 g=0.744 2/2 [==============================] - 0s 16ms/step >9, 397/693, d1=0.654, d2=0.711 g=0.763 2/2 [==============================] - 0s 19ms/step >9, 398/693, d1=0.652, d2=0.693 g=0.766 2/2 [==============================] - 0s 19ms/step >9, 399/693, d1=0.691, d2=0.660 g=0.771 2/2 [==============================] - 0s 19ms/step >9, 400/693, d1=0.679, d2=0.682 g=0.756 2/2 [==============================] - 0s 18ms/step >9, 401/693, d1=0.696, d2=0.683 g=0.740 2/2 [==============================] - 0s 18ms/step >9, 402/693, d1=0.683, d2=0.722 g=0.732 2/2 [==============================] - 0s 18ms/step >9, 403/693, d1=0.668, d2=0.670 g=0.747 2/2 [==============================] - 0s 18ms/step >9, 404/693, d1=0.667, d2=0.713 g=0.721 2/2 [==============================] - 0s 17ms/step >9, 405/693, d1=0.681, d2=0.681 g=0.750 2/2 [==============================] - 0s 17ms/step >9, 406/693, d1=0.687, d2=0.695 g=0.759 2/2 [==============================] - 0s 18ms/step >9, 407/693, d1=0.669, d2=0.677 g=0.745 2/2 [==============================] - 0s 19ms/step >9, 408/693, d1=0.680, d2=0.676 g=0.768 2/2 [==============================] - 0s 18ms/step >9, 409/693, d1=0.671, d2=0.704 g=0.761 2/2 [==============================] - 0s 19ms/step >9, 410/693, d1=0.705, d2=0.679 g=0.761 2/2 [==============================] - 0s 16ms/step >9, 411/693, d1=0.696, d2=0.682 g=0.752 2/2 [==============================] - 0s 19ms/step >9, 412/693, d1=0.675, d2=0.693 g=0.749 2/2 [==============================] - 0s 19ms/step >9, 413/693, d1=0.690, d2=0.676 g=0.745 2/2 [==============================] - 0s 17ms/step >9, 414/693, d1=0.679, d2=0.723 g=0.754 2/2 [==============================] - 0s 18ms/step >9, 415/693, d1=0.679, d2=0.656 g=0.750 2/2 [==============================] - 0s 20ms/step >9, 416/693, d1=0.696, d2=0.667 g=0.767 2/2 [==============================] - 0s 19ms/step >9, 417/693, d1=0.705, d2=0.679 g=0.754 2/2 [==============================] - 0s 19ms/step >9, 418/693, d1=0.634, d2=0.676 g=0.737 2/2 [==============================] - 0s 17ms/step >9, 419/693, d1=0.666, d2=0.678 g=0.751 2/2 [==============================] - 0s 19ms/step >9, 420/693, d1=0.667, d2=0.723 g=0.739 2/2 [==============================] - 0s 17ms/step >9, 421/693, d1=0.698, d2=0.697 g=0.758 2/2 [==============================] - 0s 20ms/step >9, 422/693, d1=0.671, d2=0.681 g=0.756 2/2 [==============================] - 0s 20ms/step >9, 423/693, d1=0.693, d2=0.670 g=0.746 2/2 [==============================] - 0s 18ms/step >9, 424/693, d1=0.690, d2=0.688 g=0.752 2/2 [==============================] - 0s 18ms/step >9, 425/693, d1=0.703, d2=0.680 g=0.759 2/2 [==============================] - 0s 19ms/step >9, 426/693, d1=0.672, d2=0.703 g=0.758 2/2 [==============================] - 0s 19ms/step >9, 427/693, d1=0.673, d2=0.667 g=0.730 2/2 [==============================] - 0s 17ms/step >9, 428/693, d1=0.657, d2=0.690 g=0.761 2/2 [==============================] - 0s 20ms/step >9, 429/693, d1=0.668, d2=0.699 g=0.755 2/2 [==============================] - 0s 17ms/step >9, 430/693, d1=0.689, d2=0.677 g=0.764 2/2 [==============================] - 0s 19ms/step >9, 431/693, d1=0.708, d2=0.694 g=0.752 2/2 [==============================] - 0s 18ms/step >9, 432/693, d1=0.669, d2=0.668 g=0.769 2/2 [==============================] - 0s 18ms/step >9, 433/693, d1=0.672, d2=0.704 g=0.732 2/2 [==============================] - 0s 20ms/step >9, 434/693, d1=0.646, d2=0.680 g=0.764 2/2 [==============================] - 0s 20ms/step >9, 435/693, d1=0.676, d2=0.671 g=0.771 2/2 [==============================] - 0s 21ms/step >9, 436/693, d1=0.698, d2=0.661 g=0.752 2/2 [==============================] - 0s 18ms/step >9, 437/693, d1=0.692, d2=0.669 g=0.768 2/2 [==============================] - 0s 19ms/step >9, 438/693, d1=0.697, d2=0.675 g=0.769 2/2 [==============================] - 0s 18ms/step >9, 439/693, d1=0.681, d2=0.682 g=0.751 2/2 [==============================] - 0s 17ms/step >9, 440/693, d1=0.649, d2=0.671 g=0.744 2/2 [==============================] - 0s 17ms/step >9, 441/693, d1=0.667, d2=0.716 g=0.747 2/2 [==============================] - 0s 18ms/step >9, 442/693, d1=0.651, d2=0.712 g=0.780 2/2 [==============================] - 0s 18ms/step >9, 443/693, d1=0.690, d2=0.670 g=0.769 2/2 [==============================] - 0s 18ms/step >9, 444/693, d1=0.691, d2=0.678 g=0.754 2/2 [==============================] - 0s 18ms/step >9, 445/693, d1=0.702, d2=0.676 g=0.767 2/2 [==============================] - 0s 18ms/step >9, 446/693, d1=0.680, d2=0.676 g=0.777 2/2 [==============================] - 0s 18ms/step >9, 447/693, d1=0.709, d2=0.672 g=0.768 2/2 [==============================] - 0s 17ms/step >9, 448/693, d1=0.694, d2=0.652 g=0.741 2/2 [==============================] - 0s 19ms/step >9, 449/693, d1=0.655, d2=0.686 g=0.750 2/2 [==============================] - 0s 19ms/step >9, 450/693, d1=0.682, d2=0.667 g=0.750 2/2 [==============================] - 0s 18ms/step >9, 451/693, d1=0.690, d2=0.721 g=0.755 2/2 [==============================] - 0s 18ms/step >9, 452/693, d1=0.682, d2=0.687 g=0.769 2/2 [==============================] - 0s 18ms/step >9, 453/693, d1=0.687, d2=0.640 g=0.746 2/2 [==============================] - 0s 17ms/step >9, 454/693, d1=0.681, d2=0.675 g=0.784 2/2 [==============================] - 0s 18ms/step >9, 455/693, d1=0.698, d2=0.674 g=0.746 2/2 [==============================] - 0s 19ms/step >9, 456/693, d1=0.686, d2=0.692 g=0.764 2/2 [==============================] - 0s 18ms/step >9, 457/693, d1=0.707, d2=0.683 g=0.770 2/2 [==============================] - 0s 19ms/step >9, 458/693, d1=0.682, d2=0.692 g=0.759 2/2 [==============================] - 0s 19ms/step >9, 459/693, d1=0.693, d2=0.685 g=0.769 2/2 [==============================] - 0s 19ms/step >9, 460/693, d1=0.700, d2=0.695 g=0.757 2/2 [==============================] - 0s 19ms/step >9, 461/693, d1=0.695, d2=0.671 g=0.748 2/2 [==============================] - 0s 17ms/step >9, 462/693, d1=0.676, d2=0.688 g=0.758 2/2 [==============================] - 0s 18ms/step >9, 463/693, d1=0.688, d2=0.669 g=0.773 2/2 [==============================] - 0s 18ms/step >9, 464/693, d1=0.662, d2=0.652 g=0.755 2/2 [==============================] - 0s 19ms/step >9, 465/693, d1=0.699, d2=0.669 g=0.747 2/2 [==============================] - 0s 17ms/step >9, 466/693, d1=0.665, d2=0.677 g=0.744 2/2 [==============================] - 0s 18ms/step >9, 467/693, d1=0.672, d2=0.697 g=0.760 2/2 [==============================] - 0s 19ms/step >9, 468/693, d1=0.723, d2=0.719 g=0.758 2/2 [==============================] - 0s 19ms/step >9, 469/693, d1=0.648, d2=0.712 g=0.763 2/2 [==============================] - 0s 18ms/step >9, 470/693, d1=0.700, d2=0.669 g=0.749 2/2 [==============================] - 0s 19ms/step >9, 471/693, d1=0.671, d2=0.661 g=0.747 2/2 [==============================] - 0s 19ms/step >9, 472/693, d1=0.699, d2=0.691 g=0.751 2/2 [==============================] - 0s 19ms/step >9, 473/693, d1=0.705, d2=0.689 g=0.753 2/2 [==============================] - 0s 18ms/step >9, 474/693, d1=0.683, d2=0.665 g=0.777 2/2 [==============================] - 0s 18ms/step >9, 475/693, d1=0.697, d2=0.659 g=0.745 2/2 [==============================] - 0s 19ms/step >9, 476/693, d1=0.697, d2=0.679 g=0.732 2/2 [==============================] - 0s 17ms/step >9, 477/693, d1=0.697, d2=0.687 g=0.737 2/2 [==============================] - 0s 18ms/step >9, 478/693, d1=0.668, d2=0.673 g=0.735 2/2 [==============================] - 0s 18ms/step >9, 479/693, d1=0.646, d2=0.702 g=0.745 2/2 [==============================] - 0s 19ms/step >9, 480/693, d1=0.668, d2=0.686 g=0.745 2/2 [==============================] - 0s 18ms/step >9, 481/693, d1=0.686, d2=0.668 g=0.749 2/2 [==============================] - 0s 18ms/step >9, 482/693, d1=0.680, d2=0.698 g=0.742 2/2 [==============================] - 0s 18ms/step >9, 483/693, d1=0.647, d2=0.710 g=0.720 2/2 [==============================] - 0s 18ms/step >9, 484/693, d1=0.649, d2=0.751 g=0.710 2/2 [==============================] - 0s 18ms/step >9, 485/693, d1=0.656, d2=0.705 g=0.754 2/2 [==============================] - 0s 21ms/step >9, 486/693, d1=0.698, d2=0.679 g=0.797 2/2 [==============================] - 0s 20ms/step >9, 487/693, d1=0.696, d2=0.660 g=0.744 2/2 [==============================] - 0s 18ms/step >9, 488/693, d1=0.710, d2=0.698 g=0.736 2/2 [==============================] - 0s 20ms/step >9, 489/693, d1=0.658, d2=0.678 g=0.761 2/2 [==============================] - 0s 19ms/step >9, 490/693, d1=0.686, d2=0.687 g=0.754 2/2 [==============================] - 0s 20ms/step >9, 491/693, d1=0.648, d2=0.657 g=0.768 2/2 [==============================] - 0s 17ms/step >9, 492/693, d1=0.666, d2=0.692 g=0.743 2/2 [==============================] - 0s 20ms/step >9, 493/693, d1=0.687, d2=0.663 g=0.756 2/2 [==============================] - 0s 18ms/step >9, 494/693, d1=0.687, d2=0.687 g=0.764 2/2 [==============================] - 0s 19ms/step >9, 495/693, d1=0.644, d2=0.676 g=0.739 2/2 [==============================] - 0s 19ms/step >9, 496/693, d1=0.665, d2=0.699 g=0.738 2/2 [==============================] - 0s 18ms/step >9, 497/693, d1=0.668, d2=0.715 g=0.739 2/2 [==============================] - 0s 19ms/step >9, 498/693, d1=0.677, d2=0.732 g=0.729 2/2 [==============================] - 0s 18ms/step >9, 499/693, d1=0.669, d2=0.714 g=0.733 2/2 [==============================] - 0s 17ms/step >9, 500/693, d1=0.667, d2=0.665 g=0.747 2/2 [==============================] - 0s 17ms/step >9, 501/693, d1=0.664, d2=0.711 g=0.753 2/2 [==============================] - 0s 17ms/step >9, 502/693, d1=0.662, d2=0.680 g=0.761 2/2 [==============================] - 0s 18ms/step >9, 503/693, d1=0.693, d2=0.695 g=0.769 2/2 [==============================] - 0s 18ms/step >9, 504/693, d1=0.686, d2=0.660 g=0.763 2/2 [==============================] - 0s 17ms/step >9, 505/693, d1=0.684, d2=0.682 g=0.753 2/2 [==============================] - 0s 18ms/step >9, 506/693, d1=0.668, d2=0.682 g=0.748 2/2 [==============================] - 0s 19ms/step >9, 507/693, d1=0.696, d2=0.670 g=0.765 2/2 [==============================] - 0s 20ms/step >9, 508/693, d1=0.695, d2=0.676 g=0.776 2/2 [==============================] - 0s 18ms/step >9, 509/693, d1=0.702, d2=0.665 g=0.768 2/2 [==============================] - 0s 19ms/step >9, 510/693, d1=0.667, d2=0.666 g=0.779 2/2 [==============================] - 0s 18ms/step >9, 511/693, d1=0.713, d2=0.656 g=0.772 2/2 [==============================] - 0s 18ms/step >9, 512/693, d1=0.710, d2=0.676 g=0.773 2/2 [==============================] - 0s 20ms/step >9, 513/693, d1=0.692, d2=0.661 g=0.758 2/2 [==============================] - 0s 18ms/step >9, 514/693, d1=0.706, d2=0.703 g=0.744 2/2 [==============================] - 0s 20ms/step >9, 515/693, d1=0.707, d2=0.686 g=0.766 2/2 [==============================] - 0s 18ms/step >9, 516/693, d1=0.692, d2=0.671 g=0.747 2/2 [==============================] - 0s 20ms/step >9, 517/693, d1=0.669, d2=0.699 g=0.746 2/2 [==============================] - 0s 18ms/step >9, 518/693, d1=0.647, d2=0.688 g=0.733 2/2 [==============================] - 0s 18ms/step >9, 519/693, d1=0.659, d2=0.705 g=0.766 2/2 [==============================] - 0s 18ms/step >9, 520/693, d1=0.698, d2=0.692 g=0.775 2/2 [==============================] - 0s 21ms/step >9, 521/693, d1=0.660, d2=0.689 g=0.757 2/2 [==============================] - 0s 19ms/step >9, 522/693, d1=0.674, d2=0.664 g=0.784 2/2 [==============================] - 0s 18ms/step >9, 523/693, d1=0.699, d2=0.676 g=0.781 2/2 [==============================] - 0s 17ms/step >9, 524/693, d1=0.707, d2=0.669 g=0.778 2/2 [==============================] - 0s 17ms/step >9, 525/693, d1=0.696, d2=0.674 g=0.776 2/2 [==============================] - 0s 18ms/step >9, 526/693, d1=0.706, d2=0.668 g=0.771 2/2 [==============================] - 0s 18ms/step >9, 527/693, d1=0.680, d2=0.694 g=0.778 2/2 [==============================] - 0s 20ms/step >9, 528/693, d1=0.676, d2=0.692 g=0.772 2/2 [==============================] - 0s 17ms/step >9, 529/693, d1=0.678, d2=0.675 g=0.763 2/2 [==============================] - 0s 20ms/step >9, 530/693, d1=0.649, d2=0.724 g=0.763 2/2 [==============================] - 0s 19ms/step >9, 531/693, d1=0.680, d2=0.677 g=0.774 2/2 [==============================] - 0s 19ms/step >9, 532/693, d1=0.680, d2=0.673 g=0.769 2/2 [==============================] - 0s 17ms/step >9, 533/693, d1=0.698, d2=0.670 g=0.774 2/2 [==============================] - 0s 20ms/step >9, 534/693, d1=0.691, d2=0.645 g=0.781 2/2 [==============================] - 0s 18ms/step >9, 535/693, d1=0.689, d2=0.682 g=0.772 2/2 [==============================] - 0s 19ms/step >9, 536/693, d1=0.686, d2=0.653 g=0.781 2/2 [==============================] - 0s 18ms/step >9, 537/693, d1=0.657, d2=0.667 g=0.775 2/2 [==============================] - 0s 19ms/step >9, 538/693, d1=0.698, d2=0.670 g=0.776 2/2 [==============================] - 0s 19ms/step >9, 539/693, d1=0.698, d2=0.685 g=0.774 2/2 [==============================] - 0s 19ms/step >9, 540/693, d1=0.660, d2=0.644 g=0.746 2/2 [==============================] - 0s 19ms/step >9, 541/693, d1=0.688, d2=0.656 g=0.756 2/2 [==============================] - 0s 18ms/step >9, 542/693, d1=0.703, d2=0.689 g=0.751 2/2 [==============================] - 0s 19ms/step >9, 543/693, d1=0.667, d2=0.676 g=0.747 2/2 [==============================] - 0s 18ms/step >9, 544/693, d1=0.628, d2=0.694 g=0.731 2/2 [==============================] - 0s 19ms/step >9, 545/693, d1=0.680, d2=0.708 g=0.739 2/2 [==============================] - 0s 20ms/step >9, 546/693, d1=0.665, d2=0.669 g=0.749 2/2 [==============================] - 0s 19ms/step >9, 547/693, d1=0.687, d2=0.664 g=0.755 2/2 [==============================] - 0s 20ms/step >9, 548/693, d1=0.682, d2=0.697 g=0.758 2/2 [==============================] - 0s 19ms/step >9, 549/693, d1=0.708, d2=0.689 g=0.756 2/2 [==============================] - 0s 18ms/step >9, 550/693, d1=0.661, d2=0.688 g=0.745 2/2 [==============================] - 0s 20ms/step >9, 551/693, d1=0.662, d2=0.683 g=0.763 2/2 [==============================] - 0s 19ms/step >9, 552/693, d1=0.681, d2=0.661 g=0.771 2/2 [==============================] - 0s 18ms/step >9, 553/693, d1=0.677, d2=0.683 g=0.760 2/2 [==============================] - 0s 18ms/step >9, 554/693, d1=0.691, d2=0.675 g=0.768 2/2 [==============================] - 0s 18ms/step >9, 555/693, d1=0.687, d2=0.679 g=0.771 2/2 [==============================] - 0s 17ms/step >9, 556/693, d1=0.688, d2=0.662 g=0.775 2/2 [==============================] - 0s 17ms/step >9, 557/693, d1=0.679, d2=0.691 g=0.753 2/2 [==============================] - 0s 19ms/step >9, 558/693, d1=0.658, d2=0.698 g=0.766 2/2 [==============================] - 0s 18ms/step >9, 559/693, d1=0.679, d2=0.688 g=0.784 2/2 [==============================] - 0s 19ms/step >9, 560/693, d1=0.691, d2=0.678 g=0.764 2/2 [==============================] - 0s 18ms/step >9, 561/693, d1=0.677, d2=0.662 g=0.772 2/2 [==============================] - 0s 17ms/step >9, 562/693, d1=0.687, d2=0.697 g=0.742 2/2 [==============================] - 0s 18ms/step >9, 563/693, d1=0.639, d2=0.694 g=0.724 2/2 [==============================] - 0s 18ms/step >9, 564/693, d1=0.643, d2=0.738 g=0.742 2/2 [==============================] - 0s 17ms/step >9, 565/693, d1=0.687, d2=0.674 g=0.735 2/2 [==============================] - 0s 20ms/step >9, 566/693, d1=0.723, d2=0.703 g=0.743 2/2 [==============================] - 0s 18ms/step >9, 567/693, d1=0.675, d2=0.690 g=0.742 2/2 [==============================] - 0s 20ms/step >9, 568/693, d1=0.673, d2=0.704 g=0.731 2/2 [==============================] - 0s 20ms/step >9, 569/693, d1=0.645, d2=0.694 g=0.716 2/2 [==============================] - 0s 18ms/step >9, 570/693, d1=0.698, d2=0.689 g=0.762 2/2 [==============================] - 0s 19ms/step >9, 571/693, d1=0.634, d2=0.679 g=0.733 2/2 [==============================] - 0s 19ms/step >9, 572/693, d1=0.683, d2=0.701 g=0.749 2/2 [==============================] - 0s 17ms/step >9, 573/693, d1=0.662, d2=0.697 g=0.739 2/2 [==============================] - 0s 18ms/step >9, 574/693, d1=0.693, d2=0.707 g=0.767 2/2 [==============================] - 0s 20ms/step >9, 575/693, d1=0.633, d2=0.682 g=0.749 2/2 [==============================] - 0s 19ms/step >9, 576/693, d1=0.689, d2=0.708 g=0.756 2/2 [==============================] - 0s 20ms/step >9, 577/693, d1=0.703, d2=0.670 g=0.772 2/2 [==============================] - 0s 19ms/step >9, 578/693, d1=0.677, d2=0.663 g=0.764 2/2 [==============================] - 0s 19ms/step >9, 579/693, d1=0.678, d2=0.662 g=0.748 2/2 [==============================] - 0s 17ms/step >9, 580/693, d1=0.689, d2=0.683 g=0.760 2/2 [==============================] - 0s 18ms/step >9, 581/693, d1=0.694, d2=0.671 g=0.745 2/2 [==============================] - 0s 18ms/step >9, 582/693, d1=0.677, d2=0.715 g=0.756 2/2 [==============================] - 0s 18ms/step >9, 583/693, d1=0.672, d2=0.693 g=0.746 2/2 [==============================] - 0s 19ms/step >9, 584/693, d1=0.680, d2=0.694 g=0.764 2/2 [==============================] - 0s 19ms/step >9, 585/693, d1=0.682, d2=0.697 g=0.741 2/2 [==============================] - 0s 19ms/step >9, 586/693, d1=0.692, d2=0.708 g=0.751 2/2 [==============================] - 0s 18ms/step >9, 587/693, d1=0.638, d2=0.705 g=0.755 2/2 [==============================] - 0s 18ms/step >9, 588/693, d1=0.699, d2=0.709 g=0.770 2/2 [==============================] - 0s 18ms/step >9, 589/693, d1=0.676, d2=0.637 g=0.767 2/2 [==============================] - 0s 19ms/step >9, 590/693, d1=0.653, d2=0.670 g=0.768 2/2 [==============================] - 0s 19ms/step >9, 591/693, d1=0.690, d2=0.685 g=0.763 2/2 [==============================] - 0s 19ms/step >9, 592/693, d1=0.660, d2=0.664 g=0.743 2/2 [==============================] - 0s 18ms/step >9, 593/693, d1=0.689, d2=0.686 g=0.750 2/2 [==============================] - 0s 18ms/step >9, 594/693, d1=0.672, d2=0.667 g=0.775 2/2 [==============================] - 0s 18ms/step >9, 595/693, d1=0.655, d2=0.659 g=0.783 2/2 [==============================] - 0s 18ms/step >9, 596/693, d1=0.682, d2=0.667 g=0.765 2/2 [==============================] - 0s 19ms/step >9, 597/693, d1=0.682, d2=0.680 g=0.766 2/2 [==============================] - 0s 19ms/step >9, 598/693, d1=0.668, d2=0.706 g=0.759 2/2 [==============================] - 0s 18ms/step >9, 599/693, d1=0.668, d2=0.684 g=0.776 2/2 [==============================] - 0s 19ms/step >9, 600/693, d1=0.680, d2=0.675 g=0.757 2/2 [==============================] - 0s 19ms/step >9, 601/693, d1=0.690, d2=0.669 g=0.759 2/2 [==============================] - 0s 18ms/step >9, 602/693, d1=0.698, d2=0.676 g=0.762 2/2 [==============================] - 0s 22ms/step >9, 603/693, d1=0.670, d2=0.694 g=0.757 2/2 [==============================] - 0s 18ms/step >9, 604/693, d1=0.676, d2=0.674 g=0.763 2/2 [==============================] - 0s 17ms/step >9, 605/693, d1=0.678, d2=0.685 g=0.766 2/2 [==============================] - 0s 18ms/step >9, 606/693, d1=0.679, d2=0.705 g=0.751 2/2 [==============================] - 0s 18ms/step >9, 607/693, d1=0.661, d2=0.677 g=0.748 2/2 [==============================] - 0s 19ms/step >9, 608/693, d1=0.672, d2=0.706 g=0.761 2/2 [==============================] - 0s 19ms/step >9, 609/693, d1=0.682, d2=0.697 g=0.761 2/2 [==============================] - 0s 19ms/step >9, 610/693, d1=0.663, d2=0.671 g=0.772 2/2 [==============================] - 0s 21ms/step >9, 611/693, d1=0.691, d2=0.654 g=0.778 2/2 [==============================] - 0s 20ms/step >9, 612/693, d1=0.684, d2=0.678 g=0.772 2/2 [==============================] - 0s 18ms/step >9, 613/693, d1=0.683, d2=0.668 g=0.775 2/2 [==============================] - 0s 20ms/step >9, 614/693, d1=0.689, d2=0.677 g=0.768 2/2 [==============================] - 0s 19ms/step >9, 615/693, d1=0.707, d2=0.668 g=0.766 2/2 [==============================] - 0s 18ms/step >9, 616/693, d1=0.687, d2=0.676 g=0.752 2/2 [==============================] - 0s 17ms/step >9, 617/693, d1=0.689, d2=0.678 g=0.798 2/2 [==============================] - 0s 19ms/step >9, 618/693, d1=0.692, d2=0.683 g=0.741 2/2 [==============================] - 0s 18ms/step >9, 619/693, d1=0.654, d2=0.679 g=0.772 2/2 [==============================] - 0s 19ms/step >9, 620/693, d1=0.681, d2=0.690 g=0.727 2/2 [==============================] - 0s 20ms/step >9, 621/693, d1=0.663, d2=0.699 g=0.761 2/2 [==============================] - 0s 17ms/step >9, 622/693, d1=0.637, d2=0.678 g=0.739 2/2 [==============================] - 0s 20ms/step >9, 623/693, d1=0.682, d2=0.714 g=0.747 2/2 [==============================] - 0s 18ms/step >9, 624/693, d1=0.696, d2=0.675 g=0.757 2/2 [==============================] - 0s 19ms/step >9, 625/693, d1=0.678, d2=0.666 g=0.764 2/2 [==============================] - 0s 18ms/step >9, 626/693, d1=0.694, d2=0.678 g=0.753 2/2 [==============================] - 0s 18ms/step >9, 627/693, d1=0.649, d2=0.663 g=0.774 2/2 [==============================] - 0s 18ms/step >9, 628/693, d1=0.698, d2=0.673 g=0.758 2/2 [==============================] - 0s 18ms/step >9, 629/693, d1=0.711, d2=0.676 g=0.769 2/2 [==============================] - 0s 20ms/step >9, 630/693, d1=0.687, d2=0.677 g=0.767 2/2 [==============================] - 0s 19ms/step >9, 631/693, d1=0.697, d2=0.690 g=0.755 2/2 [==============================] - 0s 19ms/step >9, 632/693, d1=0.684, d2=0.679 g=0.733 2/2 [==============================] - 0s 16ms/step >9, 633/693, d1=0.664, d2=0.711 g=0.754 2/2 [==============================] - 0s 18ms/step >9, 634/693, d1=0.700, d2=0.667 g=0.759 2/2 [==============================] - 0s 18ms/step >9, 635/693, d1=0.652, d2=0.664 g=0.758 2/2 [==============================] - 0s 20ms/step >9, 636/693, d1=0.669, d2=0.693 g=0.744 2/2 [==============================] - 0s 18ms/step >9, 637/693, d1=0.695, d2=0.705 g=0.753 2/2 [==============================] - 0s 19ms/step >9, 638/693, d1=0.658, d2=0.689 g=0.739 2/2 [==============================] - 0s 20ms/step >9, 639/693, d1=0.676, d2=0.703 g=0.740 2/2 [==============================] - 0s 19ms/step >9, 640/693, d1=0.660, d2=0.704 g=0.749 2/2 [==============================] - 0s 19ms/step >9, 641/693, d1=0.688, d2=0.705 g=0.743 2/2 [==============================] - 0s 18ms/step >9, 642/693, d1=0.658, d2=0.715 g=0.739 2/2 [==============================] - 0s 18ms/step >9, 643/693, d1=0.668, d2=0.746 g=0.737 2/2 [==============================] - 0s 19ms/step >9, 644/693, d1=0.686, d2=0.655 g=0.762 2/2 [==============================] - 0s 18ms/step >9, 645/693, d1=0.657, d2=0.708 g=0.739 2/2 [==============================] - 0s 18ms/step >9, 646/693, d1=0.683, d2=0.678 g=0.779 2/2 [==============================] - 0s 20ms/step >9, 647/693, d1=0.689, d2=0.675 g=0.781 2/2 [==============================] - 0s 18ms/step >9, 648/693, d1=0.690, d2=0.661 g=0.753 2/2 [==============================] - 0s 18ms/step >9, 649/693, d1=0.675, d2=0.672 g=0.729 2/2 [==============================] - 0s 18ms/step >9, 650/693, d1=0.681, d2=0.721 g=0.773 2/2 [==============================] - 0s 17ms/step >9, 651/693, d1=0.652, d2=0.673 g=0.784 2/2 [==============================] - 0s 19ms/step >9, 652/693, d1=0.691, d2=0.658 g=0.768 2/2 [==============================] - 0s 20ms/step >9, 653/693, d1=0.698, d2=0.651 g=0.759 2/2 [==============================] - 0s 17ms/step >9, 654/693, d1=0.680, d2=0.674 g=0.765 2/2 [==============================] - 0s 17ms/step >9, 655/693, d1=0.669, d2=0.687 g=0.762 2/2 [==============================] - 0s 18ms/step >9, 656/693, d1=0.699, d2=0.661 g=0.764 2/2 [==============================] - 0s 17ms/step >9, 657/693, d1=0.691, d2=0.678 g=0.789 2/2 [==============================] - 0s 18ms/step >9, 658/693, d1=0.681, d2=0.663 g=0.758 2/2 [==============================] - 0s 18ms/step >9, 659/693, d1=0.709, d2=0.666 g=0.762 2/2 [==============================] - 0s 17ms/step >9, 660/693, d1=0.682, d2=0.655 g=0.782 2/2 [==============================] - 0s 19ms/step >9, 661/693, d1=0.677, d2=0.665 g=0.782 2/2 [==============================] - 0s 21ms/step >9, 662/693, d1=0.694, d2=0.693 g=0.779 2/2 [==============================] - 0s 18ms/step >9, 663/693, d1=0.658, d2=0.660 g=0.780 2/2 [==============================] - 0s 18ms/step >9, 664/693, d1=0.664, d2=0.670 g=0.752 2/2 [==============================] - 0s 17ms/step >9, 665/693, d1=0.686, d2=0.703 g=0.748 2/2 [==============================] - 0s 18ms/step >9, 666/693, d1=0.681, d2=0.665 g=0.750 2/2 [==============================] - 0s 20ms/step >9, 667/693, d1=0.716, d2=0.673 g=0.753 2/2 [==============================] - 0s 20ms/step >9, 668/693, d1=0.660, d2=0.662 g=0.747 2/2 [==============================] - 0s 18ms/step >9, 669/693, d1=0.637, d2=0.702 g=0.755 2/2 [==============================] - 0s 19ms/step >9, 670/693, d1=0.665, d2=0.669 g=0.755 2/2 [==============================] - 0s 18ms/step >9, 671/693, d1=0.647, d2=0.662 g=0.759 2/2 [==============================] - 0s 18ms/step >9, 672/693, d1=0.684, d2=0.671 g=0.754 2/2 [==============================] - 0s 18ms/step >9, 673/693, d1=0.673, d2=0.672 g=0.754 2/2 [==============================] - 0s 18ms/step >9, 674/693, d1=0.662, d2=0.663 g=0.756 2/2 [==============================] - 0s 20ms/step >9, 675/693, d1=0.676, d2=0.702 g=0.751 2/2 [==============================] - 0s 19ms/step >9, 676/693, d1=0.690, d2=0.664 g=0.781 2/2 [==============================] - 0s 18ms/step >9, 677/693, d1=0.671, d2=0.674 g=0.762 2/2 [==============================] - 0s 19ms/step >9, 678/693, d1=0.680, d2=0.676 g=0.770 2/2 [==============================] - 0s 20ms/step >9, 679/693, d1=0.663, d2=0.684 g=0.770 2/2 [==============================] - 0s 18ms/step >9, 680/693, d1=0.693, d2=0.680 g=0.788 2/2 [==============================] - 0s 19ms/step >9, 681/693, d1=0.688, d2=0.667 g=0.784 2/2 [==============================] - 0s 19ms/step >9, 682/693, d1=0.657, d2=0.646 g=0.763 2/2 [==============================] - 0s 17ms/step >9, 683/693, d1=0.676, d2=0.664 g=0.765 2/2 [==============================] - 0s 20ms/step >9, 684/693, d1=0.695, d2=0.679 g=0.762 2/2 [==============================] - 0s 19ms/step >9, 685/693, d1=0.656, d2=0.694 g=0.735 2/2 [==============================] - 0s 18ms/step >9, 686/693, d1=0.673, d2=0.695 g=0.764 2/2 [==============================] - 0s 18ms/step >9, 687/693, d1=0.662, d2=0.686 g=0.775 2/2 [==============================] - 0s 19ms/step >9, 688/693, d1=0.695, d2=0.664 g=0.755 2/2 [==============================] - 0s 19ms/step >9, 689/693, d1=0.709, d2=0.707 g=0.775 2/2 [==============================] - 0s 20ms/step >9, 690/693, d1=0.674, d2=0.626 g=0.741 2/2 [==============================] - 0s 19ms/step >9, 691/693, d1=0.697, d2=0.662 g=0.749 2/2 [==============================] - 0s 18ms/step >9, 692/693, d1=0.677, d2=0.679 g=0.739 2/2 [==============================] - 0s 17ms/step >9, 693/693, d1=0.648, d2=0.673 g=0.773 2/2 [==============================] - 0s 17ms/step >10, 1/693, d1=0.669, d2=0.707 g=0.731 2/2 [==============================] - 0s 17ms/step >10, 2/693, d1=0.695, d2=0.728 g=0.738 2/2 [==============================] - 0s 18ms/step >10, 3/693, d1=0.602, d2=0.682 g=0.726 2/2 [==============================] - 0s 18ms/step >10, 4/693, d1=0.670, d2=0.694 g=0.752 2/2 [==============================] - 0s 18ms/step >10, 5/693, d1=0.684, d2=0.687 g=0.743 2/2 [==============================] - 0s 19ms/step >10, 6/693, d1=0.684, d2=0.678 g=0.764 2/2 [==============================] - 0s 19ms/step >10, 7/693, d1=0.687, d2=0.699 g=0.767 2/2 [==============================] - 0s 20ms/step >10, 8/693, d1=0.700, d2=0.673 g=0.762 2/2 [==============================] - 0s 18ms/step >10, 9/693, d1=0.673, d2=0.687 g=0.770 2/2 [==============================] - 0s 19ms/step >10, 10/693, d1=0.647, d2=0.693 g=0.737 2/2 [==============================] - 0s 20ms/step >10, 11/693, d1=0.659, d2=0.683 g=0.770 2/2 [==============================] - 0s 18ms/step >10, 12/693, d1=0.685, d2=0.672 g=0.777 2/2 [==============================] - 0s 19ms/step >10, 13/693, d1=0.695, d2=0.672 g=0.770 2/2 [==============================] - 0s 20ms/step >10, 14/693, d1=0.725, d2=0.700 g=0.755 2/2 [==============================] - 0s 17ms/step >10, 15/693, d1=0.649, d2=0.690 g=0.723 2/2 [==============================] - 0s 17ms/step >10, 16/693, d1=0.670, d2=0.675 g=0.745 2/2 [==============================] - 0s 18ms/step >10, 17/693, d1=0.671, d2=0.677 g=0.747 2/2 [==============================] - 0s 19ms/step >10, 18/693, d1=0.637, d2=0.682 g=0.747 2/2 [==============================] - 0s 19ms/step >10, 19/693, d1=0.702, d2=0.673 g=0.739 2/2 [==============================] - 0s 19ms/step >10, 20/693, d1=0.651, d2=0.708 g=0.733 2/2 [==============================] - 0s 19ms/step >10, 21/693, d1=0.665, d2=0.680 g=0.727 2/2 [==============================] - 0s 19ms/step >10, 22/693, d1=0.672, d2=0.688 g=0.769 2/2 [==============================] - 0s 17ms/step >10, 23/693, d1=0.664, d2=0.691 g=0.750 2/2 [==============================] - 0s 19ms/step >10, 24/693, d1=0.661, d2=0.730 g=0.748 2/2 [==============================] - 0s 19ms/step >10, 25/693, d1=0.658, d2=0.674 g=0.765 2/2 [==============================] - 0s 18ms/step >10, 26/693, d1=0.689, d2=0.684 g=0.749 2/2 [==============================] - 0s 18ms/step >10, 27/693, d1=0.700, d2=0.668 g=0.756 2/2 [==============================] - 0s 17ms/step >10, 28/693, d1=0.640, d2=0.692 g=0.771 2/2 [==============================] - 0s 18ms/step >10, 29/693, d1=0.684, d2=0.651 g=0.756 2/2 [==============================] - 0s 19ms/step >10, 30/693, d1=0.678, d2=0.676 g=0.739 2/2 [==============================] - 0s 19ms/step >10, 31/693, d1=0.686, d2=0.704 g=0.745 2/2 [==============================] - 0s 21ms/step >10, 32/693, d1=0.702, d2=0.677 g=0.767 2/2 [==============================] - 0s 18ms/step >10, 33/693, d1=0.683, d2=0.691 g=0.739 2/2 [==============================] - 0s 21ms/step >10, 34/693, d1=0.648, d2=0.696 g=0.753 2/2 [==============================] - 0s 19ms/step >10, 35/693, d1=0.666, d2=0.700 g=0.748 2/2 [==============================] - 0s 18ms/step >10, 36/693, d1=0.640, d2=0.673 g=0.752 2/2 [==============================] - 0s 17ms/step >10, 37/693, d1=0.662, d2=0.732 g=0.757 2/2 [==============================] - 0s 19ms/step >10, 38/693, d1=0.680, d2=0.692 g=0.775 2/2 [==============================] - 0s 18ms/step >10, 39/693, d1=0.688, d2=0.684 g=0.801 2/2 [==============================] - 0s 20ms/step >10, 40/693, d1=0.723, d2=0.692 g=0.754 2/2 [==============================] - 0s 19ms/step >10, 41/693, d1=0.670, d2=0.667 g=0.770 2/2 [==============================] - 0s 18ms/step >10, 42/693, d1=0.688, d2=0.685 g=0.752 2/2 [==============================] - 0s 18ms/step >10, 43/693, d1=0.650, d2=0.710 g=0.796 2/2 [==============================] - 0s 19ms/step >10, 44/693, d1=0.688, d2=0.669 g=0.781 2/2 [==============================] - 0s 18ms/step >10, 45/693, d1=0.683, d2=0.652 g=0.760 2/2 [==============================] - 0s 17ms/step >10, 46/693, d1=0.672, d2=0.661 g=0.777 2/2 [==============================] - 0s 19ms/step >10, 47/693, d1=0.687, d2=0.656 g=0.762 2/2 [==============================] - 0s 18ms/step >10, 48/693, d1=0.675, d2=0.675 g=0.736 2/2 [==============================] - 0s 20ms/step >10, 49/693, d1=0.681, d2=0.673 g=0.754 2/2 [==============================] - 0s 18ms/step >10, 50/693, d1=0.689, d2=0.677 g=0.760 2/2 [==============================] - 0s 21ms/step >10, 51/693, d1=0.656, d2=0.706 g=0.759 2/2 [==============================] - 0s 19ms/step >10, 52/693, d1=0.662, d2=0.679 g=0.769 2/2 [==============================] - 0s 19ms/step >10, 53/693, d1=0.662, d2=0.702 g=0.763 2/2 [==============================] - 0s 19ms/step >10, 54/693, d1=0.669, d2=0.707 g=0.751 2/2 [==============================] - 0s 19ms/step >10, 55/693, d1=0.666, d2=0.677 g=0.761 2/2 [==============================] - 0s 19ms/step >10, 56/693, d1=0.650, d2=0.708 g=0.771 2/2 [==============================] - 0s 18ms/step >10, 57/693, d1=0.672, d2=0.677 g=0.768 2/2 [==============================] - 0s 19ms/step >10, 58/693, d1=0.703, d2=0.679 g=0.771 2/2 [==============================] - 0s 19ms/step >10, 59/693, d1=0.697, d2=0.685 g=0.753 2/2 [==============================] - 0s 18ms/step >10, 60/693, d1=0.682, d2=0.726 g=0.770 2/2 [==============================] - 0s 19ms/step >10, 61/693, d1=0.659, d2=0.653 g=0.772 2/2 [==============================] - 0s 20ms/step >10, 62/693, d1=0.677, d2=0.677 g=0.773 2/2 [==============================] - 0s 17ms/step >10, 63/693, d1=0.706, d2=0.702 g=0.753 2/2 [==============================] - 0s 20ms/step >10, 64/693, d1=0.688, d2=0.678 g=0.776 2/2 [==============================] - 0s 19ms/step >10, 65/693, d1=0.680, d2=0.676 g=0.762 2/2 [==============================] - 0s 17ms/step >10, 66/693, d1=0.661, d2=0.701 g=0.750 2/2 [==============================] - 0s 18ms/step >10, 67/693, d1=0.693, d2=0.685 g=0.756 2/2 [==============================] - 0s 17ms/step >10, 68/693, d1=0.687, d2=0.685 g=0.774 2/2 [==============================] - 0s 20ms/step >10, 69/693, d1=0.674, d2=0.657 g=0.780 2/2 [==============================] - 0s 18ms/step >10, 70/693, d1=0.675, d2=0.666 g=0.794 2/2 [==============================] - 0s 19ms/step >10, 71/693, d1=0.684, d2=0.670 g=0.771 2/2 [==============================] - 0s 18ms/step >10, 72/693, d1=0.730, d2=0.665 g=0.775 2/2 [==============================] - 0s 18ms/step >10, 73/693, d1=0.695, d2=0.699 g=0.768 2/2 [==============================] - 0s 18ms/step >10, 74/693, d1=0.692, d2=0.703 g=0.760 2/2 [==============================] - 0s 19ms/step >10, 75/693, d1=0.672, d2=0.667 g=0.785 2/2 [==============================] - 0s 19ms/step >10, 76/693, d1=0.697, d2=0.691 g=0.774 2/2 [==============================] - 0s 19ms/step >10, 77/693, d1=0.701, d2=0.690 g=0.779 2/2 [==============================] - 0s 18ms/step >10, 78/693, d1=0.662, d2=0.671 g=0.767 2/2 [==============================] - 0s 18ms/step >10, 79/693, d1=0.669, d2=0.661 g=0.764 2/2 [==============================] - 0s 19ms/step >10, 80/693, d1=0.677, d2=0.697 g=0.757 2/2 [==============================] - 0s 21ms/step >10, 81/693, d1=0.657, d2=0.668 g=0.756 2/2 [==============================] - 0s 19ms/step >10, 82/693, d1=0.708, d2=0.693 g=0.765 2/2 [==============================] - 0s 17ms/step >10, 83/693, d1=0.702, d2=0.647 g=0.772 2/2 [==============================] - 0s 21ms/step >10, 84/693, d1=0.697, d2=0.673 g=0.782 2/2 [==============================] - 0s 19ms/step >10, 85/693, d1=0.710, d2=0.660 g=0.769 2/2 [==============================] - 0s 18ms/step >10, 86/693, d1=0.705, d2=0.676 g=0.745 2/2 [==============================] - 0s 18ms/step >10, 87/693, d1=0.698, d2=0.707 g=0.730 2/2 [==============================] - 0s 20ms/step >10, 88/693, d1=0.663, d2=0.692 g=0.747 2/2 [==============================] - 0s 18ms/step >10, 89/693, d1=0.642, d2=0.680 g=0.745 2/2 [==============================] - 0s 16ms/step >10, 90/693, d1=0.681, d2=0.693 g=0.756 2/2 [==============================] - 0s 18ms/step >10, 91/693, d1=0.684, d2=0.665 g=0.749 2/2 [==============================] - 0s 19ms/step >10, 92/693, d1=0.667, d2=0.664 g=0.769 2/2 [==============================] - 0s 18ms/step >10, 93/693, d1=0.719, d2=0.680 g=0.733 2/2 [==============================] - 0s 20ms/step >10, 94/693, d1=0.659, d2=0.691 g=0.734 2/2 [==============================] - 0s 20ms/step >10, 95/693, d1=0.690, d2=0.687 g=0.726 2/2 [==============================] - 0s 19ms/step >10, 96/693, d1=0.679, d2=0.703 g=0.739 2/2 [==============================] - 0s 19ms/step >10, 97/693, d1=0.656, d2=0.687 g=0.750 2/2 [==============================] - 0s 19ms/step >10, 98/693, d1=0.685, d2=0.693 g=0.743 2/2 [==============================] - 0s 18ms/step >10, 99/693, d1=0.651, d2=0.707 g=0.755 2/2 [==============================] - 0s 19ms/step >10, 100/693, d1=0.669, d2=0.647 g=0.742 2/2 [==============================] - 0s 18ms/step >10, 101/693, d1=0.666, d2=0.676 g=0.766 2/2 [==============================] - 0s 20ms/step >10, 102/693, d1=0.666, d2=0.697 g=0.739 2/2 [==============================] - 0s 19ms/step >10, 103/693, d1=0.654, d2=0.717 g=0.750 2/2 [==============================] - 0s 19ms/step >10, 104/693, d1=0.685, d2=0.679 g=0.774 2/2 [==============================] - 0s 17ms/step >10, 105/693, d1=0.649, d2=0.702 g=0.742 2/2 [==============================] - 0s 18ms/step >10, 106/693, d1=0.685, d2=0.706 g=0.765 2/2 [==============================] - 0s 19ms/step >10, 107/693, d1=0.672, d2=0.677 g=0.768 2/2 [==============================] - 0s 19ms/step >10, 108/693, d1=0.694, d2=0.684 g=0.750 2/2 [==============================] - 0s 17ms/step >10, 109/693, d1=0.657, d2=0.698 g=0.783 2/2 [==============================] - 0s 19ms/step >10, 110/693, d1=0.669, d2=0.696 g=0.808 2/2 [==============================] - 0s 17ms/step >10, 111/693, d1=0.687, d2=0.652 g=0.798 2/2 [==============================] - 0s 19ms/step >10, 112/693, d1=0.709, d2=0.638 g=0.774 2/2 [==============================] - 0s 20ms/step >10, 113/693, d1=0.698, d2=0.647 g=0.786 2/2 [==============================] - 0s 19ms/step >10, 114/693, d1=0.702, d2=0.677 g=0.767 2/2 [==============================] - 0s 18ms/step >10, 115/693, d1=0.714, d2=0.672 g=0.786 2/2 [==============================] - 0s 19ms/step >10, 116/693, d1=0.693, d2=0.664 g=0.767 2/2 [==============================] - 0s 19ms/step >10, 117/693, d1=0.652, d2=0.679 g=0.761 2/2 [==============================] - 0s 17ms/step >10, 118/693, d1=0.680, d2=0.671 g=0.774 2/2 [==============================] - 0s 20ms/step >10, 119/693, d1=0.674, d2=0.666 g=0.776 2/2 [==============================] - 0s 19ms/step >10, 120/693, d1=0.695, d2=0.677 g=0.800 2/2 [==============================] - 0s 20ms/step >10, 121/693, d1=0.697, d2=0.639 g=0.777 2/2 [==============================] - 0s 16ms/step >10, 122/693, d1=0.695, d2=0.680 g=0.758 2/2 [==============================] - 0s 19ms/step >10, 123/693, d1=0.688, d2=0.676 g=0.752 2/2 [==============================] - 0s 20ms/step >10, 124/693, d1=0.663, d2=0.691 g=0.762 2/2 [==============================] - 0s 19ms/step >10, 125/693, d1=0.672, d2=0.680 g=0.762 2/2 [==============================] - 0s 19ms/step >10, 126/693, d1=0.672, d2=0.654 g=0.773 2/2 [==============================] - 0s 18ms/step >10, 127/693, d1=0.679, d2=0.666 g=0.779 2/2 [==============================] - 0s 19ms/step >10, 128/693, d1=0.698, d2=0.677 g=0.763 2/2 [==============================] - 0s 18ms/step >10, 129/693, d1=0.679, d2=0.683 g=0.764 2/2 [==============================] - 0s 18ms/step >10, 130/693, d1=0.673, d2=0.674 g=0.744 2/2 [==============================] - 0s 18ms/step >10, 131/693, d1=0.660, d2=0.710 g=0.761 2/2 [==============================] - 0s 17ms/step >10, 132/693, d1=0.687, d2=0.658 g=0.765 2/2 [==============================] - 0s 19ms/step >10, 133/693, d1=0.674, d2=0.716 g=0.761 2/2 [==============================] - 0s 18ms/step >10, 134/693, d1=0.682, d2=0.677 g=0.772 2/2 [==============================] - 0s 19ms/step >10, 135/693, d1=0.663, d2=0.678 g=0.755 2/2 [==============================] - 0s 19ms/step >10, 136/693, d1=0.666, d2=0.697 g=0.758 2/2 [==============================] - 0s 18ms/step >10, 137/693, d1=0.680, d2=0.649 g=0.750 2/2 [==============================] - 0s 18ms/step >10, 138/693, d1=0.682, d2=0.662 g=0.758 2/2 [==============================] - 0s 18ms/step >10, 139/693, d1=0.660, d2=0.722 g=0.765 2/2 [==============================] - 0s 18ms/step >10, 140/693, d1=0.680, d2=0.707 g=0.766 2/2 [==============================] - 0s 19ms/step >10, 141/693, d1=0.678, d2=0.693 g=0.773 2/2 [==============================] - 0s 18ms/step >10, 142/693, d1=0.684, d2=0.649 g=0.776 2/2 [==============================] - 0s 19ms/step >10, 143/693, d1=0.712, d2=0.675 g=0.763 2/2 [==============================] - 0s 16ms/step >10, 144/693, d1=0.685, d2=0.647 g=0.743 2/2 [==============================] - 0s 18ms/step >10, 145/693, d1=0.664, d2=0.697 g=0.730 2/2 [==============================] - 0s 18ms/step >10, 146/693, d1=0.670, d2=0.659 g=0.752 2/2 [==============================] - 0s 19ms/step >10, 147/693, d1=0.645, d2=0.696 g=0.755 2/2 [==============================] - 0s 19ms/step >10, 148/693, d1=0.673, d2=0.715 g=0.741 2/2 [==============================] - 0s 19ms/step >10, 149/693, d1=0.678, d2=0.720 g=0.759 2/2 [==============================] - 0s 19ms/step >10, 150/693, d1=0.679, d2=0.701 g=0.761 2/2 [==============================] - 0s 17ms/step >10, 151/693, d1=0.671, d2=0.632 g=0.789 2/2 [==============================] - 0s 18ms/step >10, 152/693, d1=0.704, d2=0.675 g=0.791 2/2 [==============================] - 0s 18ms/step >10, 153/693, d1=0.683, d2=0.665 g=0.773 2/2 [==============================] - 0s 18ms/step >10, 154/693, d1=0.713, d2=0.675 g=0.772 2/2 [==============================] - 0s 18ms/step >10, 155/693, d1=0.660, d2=0.691 g=0.751 2/2 [==============================] - 0s 19ms/step >10, 156/693, d1=0.673, d2=0.695 g=0.759 2/2 [==============================] - 0s 20ms/step >10, 157/693, d1=0.685, d2=0.683 g=0.750 2/2 [==============================] - 0s 20ms/step >10, 158/693, d1=0.671, d2=0.665 g=0.772 2/2 [==============================] - 0s 19ms/step >10, 159/693, d1=0.656, d2=0.656 g=0.751 2/2 [==============================] - 0s 18ms/step >10, 160/693, d1=0.659, d2=0.678 g=0.734 2/2 [==============================] - 0s 19ms/step >10, 161/693, d1=0.664, d2=0.670 g=0.750 2/2 [==============================] - 0s 19ms/step >10, 162/693, d1=0.652, d2=0.671 g=0.764 2/2 [==============================] - 0s 20ms/step >10, 163/693, d1=0.683, d2=0.668 g=0.762 2/2 [==============================] - 0s 18ms/step >10, 164/693, d1=0.649, d2=0.688 g=0.742 2/2 [==============================] - 0s 20ms/step >10, 165/693, d1=0.656, d2=0.724 g=0.769 2/2 [==============================] - 0s 19ms/step >10, 166/693, d1=0.647, d2=0.693 g=0.759 2/2 [==============================] - 0s 18ms/step >10, 167/693, d1=0.668, d2=0.705 g=0.762 2/2 [==============================] - 0s 20ms/step >10, 168/693, d1=0.689, d2=0.693 g=0.751 2/2 [==============================] - 0s 19ms/step >10, 169/693, d1=0.710, d2=0.698 g=0.787 2/2 [==============================] - 0s 18ms/step >10, 170/693, d1=0.686, d2=0.657 g=0.797 2/2 [==============================] - 0s 16ms/step >10, 171/693, d1=0.711, d2=0.658 g=0.779 2/2 [==============================] - 0s 20ms/step >10, 172/693, d1=0.689, d2=0.676 g=0.780 2/2 [==============================] - 0s 18ms/step >10, 173/693, d1=0.706, d2=0.676 g=0.786 2/2 [==============================] - 0s 19ms/step >10, 174/693, d1=0.717, d2=0.653 g=0.774 2/2 [==============================] - 0s 19ms/step >10, 175/693, d1=0.693, d2=0.642 g=0.766 2/2 [==============================] - 0s 19ms/step >10, 176/693, d1=0.708, d2=0.681 g=0.750 2/2 [==============================] - 0s 19ms/step >10, 177/693, d1=0.663, d2=0.699 g=0.766 2/2 [==============================] - 0s 18ms/step >10, 178/693, d1=0.659, d2=0.718 g=0.758 2/2 [==============================] - 0s 19ms/step >10, 179/693, d1=0.678, d2=0.703 g=0.760 2/2 [==============================] - 0s 18ms/step >10, 180/693, d1=0.683, d2=0.685 g=0.760 2/2 [==============================] - 0s 20ms/step >10, 181/693, d1=0.703, d2=0.708 g=0.756 2/2 [==============================] - 0s 18ms/step >10, 182/693, d1=0.692, d2=0.686 g=0.756 2/2 [==============================] - 0s 18ms/step >10, 183/693, d1=0.698, d2=0.683 g=0.766 2/2 [==============================] - 0s 18ms/step >10, 184/693, d1=0.658, d2=0.662 g=0.769 2/2 [==============================] - 0s 17ms/step >10, 185/693, d1=0.660, d2=0.702 g=0.745 2/2 [==============================] - 0s 19ms/step >10, 186/693, d1=0.665, d2=0.681 g=0.779 2/2 [==============================] - 0s 18ms/step >10, 187/693, d1=0.642, d2=0.730 g=0.771 2/2 [==============================] - 0s 18ms/step >10, 188/693, d1=0.663, d2=0.708 g=0.766 2/2 [==============================] - 0s 18ms/step >10, 189/693, d1=0.695, d2=0.686 g=0.786 2/2 [==============================] - 0s 17ms/step >10, 190/693, d1=0.708, d2=0.672 g=0.765 2/2 [==============================] - 0s 19ms/step >10, 191/693, d1=0.698, d2=0.650 g=0.753 2/2 [==============================] - 0s 20ms/step >10, 192/693, d1=0.670, d2=0.657 g=0.784 2/2 [==============================] - 0s 18ms/step >10, 193/693, d1=0.670, d2=0.671 g=0.791 2/2 [==============================] - 0s 20ms/step >10, 194/693, d1=0.704, d2=0.668 g=0.751 2/2 [==============================] - 0s 18ms/step >10, 195/693, d1=0.677, d2=0.693 g=0.760 2/2 [==============================] - 0s 16ms/step >10, 196/693, d1=0.683, d2=0.649 g=0.775 2/2 [==============================] - 0s 18ms/step >10, 197/693, d1=0.674, d2=0.681 g=0.757 2/2 [==============================] - 0s 19ms/step >10, 198/693, d1=0.677, d2=0.675 g=0.767 2/2 [==============================] - 0s 18ms/step >10, 199/693, d1=0.678, d2=0.666 g=0.765 2/2 [==============================] - 0s 19ms/step >10, 200/693, d1=0.690, d2=0.679 g=0.746 2/2 [==============================] - 0s 20ms/step >10, 201/693, d1=0.680, d2=0.666 g=0.737 2/2 [==============================] - 0s 20ms/step >10, 202/693, d1=0.670, d2=0.709 g=0.752 2/2 [==============================] - 0s 18ms/step >10, 203/693, d1=0.716, d2=0.655 g=0.769 2/2 [==============================] - 0s 18ms/step >10, 204/693, d1=0.682, d2=0.667 g=0.772 2/2 [==============================] - 0s 19ms/step >10, 205/693, d1=0.671, d2=0.659 g=0.744 2/2 [==============================] - 0s 18ms/step >10, 206/693, d1=0.655, d2=0.684 g=0.759 2/2 [==============================] - 0s 20ms/step >10, 207/693, d1=0.691, d2=0.656 g=0.765 2/2 [==============================] - 0s 18ms/step >10, 208/693, d1=0.672, d2=0.706 g=0.732 2/2 [==============================] - 0s 20ms/step >10, 209/693, d1=0.676, d2=0.712 g=0.728 2/2 [==============================] - 0s 19ms/step >10, 210/693, d1=0.669, d2=0.710 g=0.754 2/2 [==============================] - 0s 18ms/step >10, 211/693, d1=0.683, d2=0.698 g=0.776 2/2 [==============================] - 0s 17ms/step >10, 212/693, d1=0.692, d2=0.696 g=0.744 2/2 [==============================] - 0s 19ms/step >10, 213/693, d1=0.670, d2=0.698 g=0.756 2/2 [==============================] - 0s 19ms/step >10, 214/693, d1=0.696, d2=0.674 g=0.734 2/2 [==============================] - 0s 19ms/step >10, 215/693, d1=0.684, d2=0.682 g=0.757 2/2 [==============================] - 0s 19ms/step >10, 216/693, d1=0.655, d2=0.676 g=0.740 2/2 [==============================] - 0s 18ms/step >10, 217/693, d1=0.662, d2=0.695 g=0.736 2/2 [==============================] - 0s 17ms/step >10, 218/693, d1=0.664, d2=0.681 g=0.748 2/2 [==============================] - 0s 18ms/step >10, 219/693, d1=0.657, d2=0.695 g=0.759 2/2 [==============================] - 0s 19ms/step >10, 220/693, d1=0.665, d2=0.689 g=0.748 2/2 [==============================] - 0s 18ms/step >10, 221/693, d1=0.655, d2=0.659 g=0.746 2/2 [==============================] - 0s 19ms/step >10, 222/693, d1=0.647, d2=0.766 g=0.755 2/2 [==============================] - 0s 19ms/step >10, 223/693, d1=0.673, d2=0.678 g=0.751 2/2 [==============================] - 0s 19ms/step >10, 224/693, d1=0.694, d2=0.663 g=0.792 2/2 [==============================] - 0s 18ms/step >10, 225/693, d1=0.664, d2=0.690 g=0.750 2/2 [==============================] - 0s 18ms/step >10, 226/693, d1=0.664, d2=0.689 g=0.758 2/2 [==============================] - 0s 21ms/step >10, 227/693, d1=0.665, d2=0.662 g=0.745 2/2 [==============================] - 0s 19ms/step >10, 228/693, d1=0.680, d2=0.670 g=0.751 2/2 [==============================] - 0s 20ms/step >10, 229/693, d1=0.684, d2=0.716 g=0.761 2/2 [==============================] - 0s 20ms/step >10, 230/693, d1=0.676, d2=0.682 g=0.788 2/2 [==============================] - 0s 20ms/step >10, 231/693, d1=0.694, d2=0.685 g=0.775 2/2 [==============================] - 0s 19ms/step >10, 232/693, d1=0.675, d2=0.677 g=0.770 2/2 [==============================] - 0s 19ms/step >10, 233/693, d1=0.682, d2=0.680 g=0.786 2/2 [==============================] - 0s 19ms/step >10, 234/693, d1=0.691, d2=0.646 g=0.772 2/2 [==============================] - 0s 18ms/step >10, 235/693, d1=0.691, d2=0.683 g=0.750 2/2 [==============================] - 0s 19ms/step >10, 236/693, d1=0.691, d2=0.668 g=0.782 2/2 [==============================] - 0s 17ms/step >10, 237/693, d1=0.691, d2=0.651 g=0.775 2/2 [==============================] - 0s 19ms/step >10, 238/693, d1=0.661, d2=0.674 g=0.778 2/2 [==============================] - 0s 18ms/step >10, 239/693, d1=0.686, d2=0.678 g=0.781 2/2 [==============================] - 0s 18ms/step >10, 240/693, d1=0.705, d2=0.673 g=0.758 2/2 [==============================] - 0s 18ms/step >10, 241/693, d1=0.648, d2=0.712 g=0.773 2/2 [==============================] - 0s 19ms/step >10, 242/693, d1=0.697, d2=0.673 g=0.783 2/2 [==============================] - 0s 18ms/step >10, 243/693, d1=0.674, d2=0.652 g=0.792 2/2 [==============================] - 0s 18ms/step >10, 244/693, d1=0.706, d2=0.667 g=0.755 2/2 [==============================] - 0s 20ms/step >10, 245/693, d1=0.659, d2=0.699 g=0.752 2/2 [==============================] - 0s 18ms/step >10, 246/693, d1=0.701, d2=0.672 g=0.769 2/2 [==============================] - 0s 19ms/step >10, 247/693, d1=0.683, d2=0.692 g=0.758 2/2 [==============================] - 0s 16ms/step >10, 248/693, d1=0.650, d2=0.702 g=0.745 2/2 [==============================] - 0s 20ms/step >10, 249/693, d1=0.702, d2=0.684 g=0.764 2/2 [==============================] - 0s 18ms/step >10, 250/693, d1=0.682, d2=0.672 g=0.757 2/2 [==============================] - 0s 18ms/step >10, 251/693, d1=0.667, d2=0.665 g=0.760 2/2 [==============================] - 0s 18ms/step >10, 252/693, d1=0.667, d2=0.721 g=0.732 2/2 [==============================] - 0s 20ms/step >10, 253/693, d1=0.672, d2=0.704 g=0.769 2/2 [==============================] - 0s 18ms/step >10, 254/693, d1=0.677, d2=0.661 g=0.771 2/2 [==============================] - 0s 19ms/step >10, 255/693, d1=0.676, d2=0.668 g=0.768 2/2 [==============================] - 0s 20ms/step >10, 256/693, d1=0.700, d2=0.673 g=0.753 2/2 [==============================] - 0s 17ms/step >10, 257/693, d1=0.680, d2=0.685 g=0.774 2/2 [==============================] - 0s 19ms/step >10, 258/693, d1=0.687, d2=0.656 g=0.748 2/2 [==============================] - 0s 18ms/step >10, 259/693, d1=0.677, d2=0.676 g=0.757 2/2 [==============================] - 0s 20ms/step >10, 260/693, d1=0.654, d2=0.710 g=0.751 2/2 [==============================] - 0s 19ms/step >10, 261/693, d1=0.667, d2=0.694 g=0.725 2/2 [==============================] - 0s 20ms/step >10, 262/693, d1=0.657, d2=0.680 g=0.751 2/2 [==============================] - 0s 18ms/step >10, 263/693, d1=0.658, d2=0.686 g=0.764 2/2 [==============================] - 0s 18ms/step >10, 264/693, d1=0.671, d2=0.701 g=0.742 2/2 [==============================] - 0s 19ms/step >10, 265/693, d1=0.684, d2=0.674 g=0.740 2/2 [==============================] - 0s 18ms/step >10, 266/693, d1=0.664, d2=0.714 g=0.744 2/2 [==============================] - 0s 18ms/step >10, 267/693, d1=0.690, d2=0.687 g=0.761 2/2 [==============================] - 0s 19ms/step >10, 268/693, d1=0.690, d2=0.690 g=0.778 2/2 [==============================] - 0s 20ms/step >10, 269/693, d1=0.704, d2=0.664 g=0.768 2/2 [==============================] - 0s 17ms/step >10, 270/693, d1=0.692, d2=0.692 g=0.796 2/2 [==============================] - 0s 18ms/step >10, 271/693, d1=0.656, d2=0.660 g=0.780 2/2 [==============================] - 0s 19ms/step >10, 272/693, d1=0.673, d2=0.690 g=0.773 2/2 [==============================] - 0s 19ms/step >10, 273/693, d1=0.693, d2=0.676 g=0.771 2/2 [==============================] - 0s 18ms/step >10, 274/693, d1=0.703, d2=0.688 g=0.756 2/2 [==============================] - 0s 19ms/step >10, 275/693, d1=0.683, d2=0.664 g=0.768 2/2 [==============================] - 0s 17ms/step >10, 276/693, d1=0.670, d2=0.656 g=0.776 2/2 [==============================] - 0s 19ms/step >10, 277/693, d1=0.656, d2=0.689 g=0.765 2/2 [==============================] - 0s 18ms/step >10, 278/693, d1=0.708, d2=0.667 g=0.751 2/2 [==============================] - 0s 18ms/step >10, 279/693, d1=0.687, d2=0.697 g=0.729 2/2 [==============================] - 0s 18ms/step >10, 280/693, d1=0.669, d2=0.694 g=0.744 2/2 [==============================] - 0s 19ms/step >10, 281/693, d1=0.662, d2=0.692 g=0.740 2/2 [==============================] - 0s 19ms/step >10, 282/693, d1=0.646, d2=0.688 g=0.743 2/2 [==============================] - 0s 18ms/step >10, 283/693, d1=0.668, d2=0.669 g=0.778 2/2 [==============================] - 0s 19ms/step >10, 284/693, d1=0.680, d2=0.679 g=0.755 2/2 [==============================] - 0s 19ms/step >10, 285/693, d1=0.643, d2=0.679 g=0.748 2/2 [==============================] - 0s 17ms/step >10, 286/693, d1=0.652, d2=0.712 g=0.744 2/2 [==============================] - 0s 20ms/step >10, 287/693, d1=0.649, d2=0.707 g=0.740 2/2 [==============================] - 0s 20ms/step >10, 288/693, d1=0.639, d2=0.686 g=0.774 2/2 [==============================] - 0s 20ms/step >10, 289/693, d1=0.674, d2=0.672 g=0.751 2/2 [==============================] - 0s 19ms/step >10, 290/693, d1=0.700, d2=0.669 g=0.755 2/2 [==============================] - 0s 19ms/step >10, 291/693, d1=0.662, d2=0.693 g=0.738 2/2 [==============================] - 0s 18ms/step >10, 292/693, d1=0.685, d2=0.697 g=0.779 2/2 [==============================] - 0s 19ms/step >10, 293/693, d1=0.684, d2=0.683 g=0.751 2/2 [==============================] - 0s 20ms/step >10, 294/693, d1=0.696, d2=0.664 g=0.762 2/2 [==============================] - 0s 19ms/step >10, 295/693, d1=0.702, d2=0.681 g=0.757 2/2 [==============================] - 0s 17ms/step >10, 296/693, d1=0.667, d2=0.700 g=0.773 2/2 [==============================] - 0s 18ms/step >10, 297/693, d1=0.701, d2=0.673 g=0.765 2/2 [==============================] - 0s 19ms/step >10, 298/693, d1=0.670, d2=0.674 g=0.762 2/2 [==============================] - 0s 18ms/step >10, 299/693, d1=0.704, d2=0.688 g=0.773 2/2 [==============================] - 0s 19ms/step >10, 300/693, d1=0.670, d2=0.691 g=0.784 2/2 [==============================] - 0s 20ms/step >10, 301/693, d1=0.674, d2=0.684 g=0.760 2/2 [==============================] - 0s 16ms/step >10, 302/693, d1=0.667, d2=0.657 g=0.755 2/2 [==============================] - 0s 19ms/step >10, 303/693, d1=0.689, d2=0.712 g=0.745 2/2 [==============================] - 0s 17ms/step >10, 304/693, d1=0.662, d2=0.690 g=0.759 2/2 [==============================] - 0s 19ms/step >10, 305/693, d1=0.693, d2=0.672 g=0.755 2/2 [==============================] - 0s 20ms/step >10, 306/693, d1=0.672, d2=0.673 g=0.755 2/2 [==============================] - 0s 19ms/step >10, 307/693, d1=0.664, d2=0.695 g=0.750 2/2 [==============================] - 0s 18ms/step >10, 308/693, d1=0.694, d2=0.692 g=0.758 2/2 [==============================] - 0s 19ms/step >10, 309/693, d1=0.654, d2=0.732 g=0.754 2/2 [==============================] - 0s 18ms/step >10, 310/693, d1=0.675, d2=0.666 g=0.767 2/2 [==============================] - 0s 19ms/step >10, 311/693, d1=0.695, d2=0.650 g=0.757 2/2 [==============================] - 0s 18ms/step >10, 312/693, d1=0.668, d2=0.685 g=0.745 2/2 [==============================] - 0s 18ms/step >10, 313/693, d1=0.675, d2=0.667 g=0.769 2/2 [==============================] - 0s 19ms/step >10, 314/693, d1=0.656, d2=0.651 g=0.751 2/2 [==============================] - 0s 18ms/step >10, 315/693, d1=0.699, d2=0.690 g=0.752 2/2 [==============================] - 0s 19ms/step >10, 316/693, d1=0.687, d2=0.707 g=0.757 2/2 [==============================] - 0s 17ms/step >10, 317/693, d1=0.647, d2=0.712 g=0.786 2/2 [==============================] - 0s 19ms/step >10, 318/693, d1=0.658, d2=0.667 g=0.762 2/2 [==============================] - 0s 19ms/step >10, 319/693, d1=0.695, d2=0.685 g=0.774 2/2 [==============================] - 0s 18ms/step >10, 320/693, d1=0.662, d2=0.659 g=0.742 2/2 [==============================] - 0s 19ms/step >10, 321/693, d1=0.687, d2=0.707 g=0.756 2/2 [==============================] - 0s 18ms/step >10, 322/693, d1=0.680, d2=0.673 g=0.763 2/2 [==============================] - 0s 16ms/step >10, 323/693, d1=0.695, d2=0.659 g=0.754 2/2 [==============================] - 0s 18ms/step >10, 324/693, d1=0.676, d2=0.686 g=0.775 2/2 [==============================] - 0s 18ms/step >10, 325/693, d1=0.715, d2=0.694 g=0.754 2/2 [==============================] - 0s 19ms/step >10, 326/693, d1=0.667, d2=0.686 g=0.777 2/2 [==============================] - 0s 19ms/step >10, 327/693, d1=0.696, d2=0.689 g=0.733 2/2 [==============================] - 0s 17ms/step >10, 328/693, d1=0.681, d2=0.678 g=0.772 2/2 [==============================] - 0s 19ms/step >10, 329/693, d1=0.670, d2=0.672 g=0.756 2/2 [==============================] - 0s 19ms/step >10, 330/693, d1=0.690, d2=0.683 g=0.748 2/2 [==============================] - 0s 19ms/step >10, 331/693, d1=0.671, d2=0.678 g=0.736 2/2 [==============================] - 0s 18ms/step >10, 332/693, d1=0.670, d2=0.693 g=0.756 2/2 [==============================] - 0s 18ms/step >10, 333/693, d1=0.643, d2=0.687 g=0.760 2/2 [==============================] - 0s 20ms/step >10, 334/693, d1=0.677, d2=0.694 g=0.755 2/2 [==============================] - 0s 18ms/step >10, 335/693, d1=0.665, d2=0.676 g=0.788 2/2 [==============================] - 0s 20ms/step >10, 336/693, d1=0.684, d2=0.669 g=0.788 2/2 [==============================] - 0s 19ms/step >10, 337/693, d1=0.681, d2=0.658 g=0.779 2/2 [==============================] - 0s 19ms/step >10, 338/693, d1=0.696, d2=0.647 g=0.775 2/2 [==============================] - 0s 19ms/step >10, 339/693, d1=0.669, d2=0.667 g=0.756 2/2 [==============================] - 0s 17ms/step >10, 340/693, d1=0.658, d2=0.667 g=0.749 2/2 [==============================] - 0s 18ms/step >10, 341/693, d1=0.686, d2=0.674 g=0.746 2/2 [==============================] - 0s 18ms/step >10, 342/693, d1=0.676, d2=0.668 g=0.754 2/2 [==============================] - 0s 19ms/step >10, 343/693, d1=0.689, d2=0.691 g=0.783 2/2 [==============================] - 0s 15ms/step >10, 344/693, d1=0.679, d2=0.649 g=0.770 2/2 [==============================] - 0s 17ms/step >10, 345/693, d1=0.658, d2=0.670 g=0.773 2/2 [==============================] - 0s 19ms/step >10, 346/693, d1=0.667, d2=0.670 g=0.745 2/2 [==============================] - 0s 17ms/step >10, 347/693, d1=0.671, d2=0.674 g=0.755 2/2 [==============================] - 0s 20ms/step >10, 348/693, d1=0.674, d2=0.667 g=0.781 2/2 [==============================] - 0s 18ms/step >10, 349/693, d1=0.690, d2=0.655 g=0.787 2/2 [==============================] - 0s 18ms/step >10, 350/693, d1=0.699, d2=0.656 g=0.786 2/2 [==============================] - 0s 18ms/step >10, 351/693, d1=0.684, d2=0.703 g=0.757 2/2 [==============================] - 0s 19ms/step >10, 352/693, d1=0.687, d2=0.677 g=0.759 2/2 [==============================] - 0s 17ms/step >10, 353/693, d1=0.683, d2=0.656 g=0.750 2/2 [==============================] - 0s 21ms/step >10, 354/693, d1=0.700, d2=0.679 g=0.772 2/2 [==============================] - 0s 19ms/step >10, 355/693, d1=0.674, d2=0.661 g=0.784 2/2 [==============================] - 0s 19ms/step >10, 356/693, d1=0.696, d2=0.657 g=0.757 2/2 [==============================] - 0s 17ms/step >10, 357/693, d1=0.677, d2=0.675 g=0.763 2/2 [==============================] - 0s 18ms/step >10, 358/693, d1=0.657, d2=0.740 g=0.728 2/2 [==============================] - 0s 20ms/step >10, 359/693, d1=0.649, d2=0.694 g=0.785 2/2 [==============================] - 0s 18ms/step >10, 360/693, d1=0.697, d2=0.689 g=0.782 2/2 [==============================] - 0s 20ms/step >10, 361/693, d1=0.655, d2=0.682 g=0.788 2/2 [==============================] - 0s 18ms/step >10, 362/693, d1=0.684, d2=0.692 g=0.759 2/2 [==============================] - 0s 18ms/step >10, 363/693, d1=0.726, d2=0.660 g=0.766 2/2 [==============================] - 0s 19ms/step >10, 364/693, d1=0.675, d2=0.664 g=0.763 2/2 [==============================] - 0s 19ms/step >10, 365/693, d1=0.697, d2=0.664 g=0.753 2/2 [==============================] - 0s 20ms/step >10, 366/693, d1=0.678, d2=0.670 g=0.752 2/2 [==============================] - 0s 18ms/step >10, 367/693, d1=0.645, d2=0.658 g=0.752 2/2 [==============================] - 0s 19ms/step >10, 368/693, d1=0.668, d2=0.683 g=0.763 2/2 [==============================] - 0s 19ms/step >10, 369/693, d1=0.643, d2=0.676 g=0.754 2/2 [==============================] - 0s 20ms/step >10, 370/693, d1=0.689, d2=0.682 g=0.733 2/2 [==============================] - 0s 19ms/step >10, 371/693, d1=0.672, d2=0.678 g=0.774 2/2 [==============================] - 0s 18ms/step >10, 372/693, d1=0.695, d2=0.690 g=0.782 2/2 [==============================] - 0s 16ms/step >10, 373/693, d1=0.636, d2=0.699 g=0.774 2/2 [==============================] - 0s 19ms/step >10, 374/693, d1=0.689, d2=0.673 g=0.777 2/2 [==============================] - 0s 17ms/step >10, 375/693, d1=0.670, d2=0.669 g=0.770 2/2 [==============================] - 0s 20ms/step >10, 376/693, d1=0.667, d2=0.704 g=0.737 2/2 [==============================] - 0s 18ms/step >10, 377/693, d1=0.663, d2=0.704 g=0.748 2/2 [==============================] - 0s 18ms/step >10, 378/693, d1=0.668, d2=0.713 g=0.753 2/2 [==============================] - 0s 18ms/step >10, 379/693, d1=0.664, d2=0.695 g=0.772 2/2 [==============================] - 0s 19ms/step >10, 380/693, d1=0.668, d2=0.671 g=0.789 2/2 [==============================] - 0s 18ms/step >10, 381/693, d1=0.673, d2=0.695 g=0.765 2/2 [==============================] - 0s 19ms/step >10, 382/693, d1=0.705, d2=0.658 g=0.775 2/2 [==============================] - 0s 20ms/step >10, 383/693, d1=0.657, d2=0.656 g=0.758 2/2 [==============================] - 0s 19ms/step >10, 384/693, d1=0.656, d2=0.690 g=0.752 2/2 [==============================] - 0s 18ms/step >10, 385/693, d1=0.683, d2=0.680 g=0.757 2/2 [==============================] - 0s 19ms/step >10, 386/693, d1=0.701, d2=0.661 g=0.779 2/2 [==============================] - 0s 17ms/step >10, 387/693, d1=0.656, d2=0.690 g=0.762 2/2 [==============================] - 0s 19ms/step >10, 388/693, d1=0.672, d2=0.682 g=0.773 2/2 [==============================] - 0s 18ms/step >10, 389/693, d1=0.669, d2=0.676 g=0.739 2/2 [==============================] - 0s 18ms/step >10, 390/693, d1=0.658, d2=0.676 g=0.744 2/2 [==============================] - 0s 19ms/step >10, 391/693, d1=0.660, d2=0.682 g=0.752 2/2 [==============================] - 0s 19ms/step >10, 392/693, d1=0.683, d2=0.741 g=0.775 2/2 [==============================] - 0s 20ms/step >10, 393/693, d1=0.686, d2=0.654 g=0.793 2/2 [==============================] - 0s 21ms/step >10, 394/693, d1=0.679, d2=0.691 g=0.774 2/2 [==============================] - 0s 19ms/step >10, 395/693, d1=0.687, d2=0.700 g=0.761 2/2 [==============================] - 0s 18ms/step >10, 396/693, d1=0.688, d2=0.675 g=0.755 2/2 [==============================] - 0s 19ms/step >10, 397/693, d1=0.694, d2=0.692 g=0.766 2/2 [==============================] - 0s 18ms/step >10, 398/693, d1=0.687, d2=0.666 g=0.783 2/2 [==============================] - 0s 18ms/step >10, 399/693, d1=0.702, d2=0.673 g=0.776 2/2 [==============================] - 0s 19ms/step >10, 400/693, d1=0.671, d2=0.638 g=0.771 2/2 [==============================] - 0s 19ms/step >10, 401/693, d1=0.679, d2=0.655 g=0.792 2/2 [==============================] - 0s 19ms/step >10, 402/693, d1=0.685, d2=0.668 g=0.748 2/2 [==============================] - 0s 20ms/step >10, 403/693, d1=0.660, d2=0.662 g=0.751 2/2 [==============================] - 0s 20ms/step >10, 404/693, d1=0.633, d2=0.698 g=0.759 2/2 [==============================] - 0s 17ms/step >10, 405/693, d1=0.677, d2=0.705 g=0.732 2/2 [==============================] - 0s 17ms/step >10, 406/693, d1=0.658, d2=0.715 g=0.761 2/2 [==============================] - 0s 20ms/step >10, 407/693, d1=0.657, d2=0.687 g=0.778 2/2 [==============================] - 0s 17ms/step >10, 408/693, d1=0.697, d2=0.694 g=0.755 2/2 [==============================] - 0s 21ms/step >10, 409/693, d1=0.702, d2=0.653 g=0.779 2/2 [==============================] - 0s 19ms/step >10, 410/693, d1=0.711, d2=0.666 g=0.771 2/2 [==============================] - 0s 18ms/step >10, 411/693, d1=0.690, d2=0.664 g=0.742 2/2 [==============================] - 0s 18ms/step >10, 412/693, d1=0.670, d2=0.702 g=0.761 2/2 [==============================] - 0s 19ms/step >10, 413/693, d1=0.712, d2=0.713 g=0.754 2/2 [==============================] - 0s 20ms/step >10, 414/693, d1=0.659, d2=0.681 g=0.767 2/2 [==============================] - 0s 18ms/step >10, 415/693, d1=0.683, d2=0.677 g=0.777 2/2 [==============================] - 0s 18ms/step >10, 416/693, d1=0.677, d2=0.697 g=0.770 2/2 [==============================] - 0s 19ms/step >10, 417/693, d1=0.650, d2=0.675 g=0.749 2/2 [==============================] - 0s 18ms/step >10, 418/693, d1=0.680, d2=0.685 g=0.762 2/2 [==============================] - 0s 19ms/step >10, 419/693, d1=0.647, d2=0.659 g=0.750 2/2 [==============================] - 0s 18ms/step >10, 420/693, d1=0.659, d2=0.703 g=0.726 2/2 [==============================] - 0s 19ms/step >10, 421/693, d1=0.642, d2=0.695 g=0.741 2/2 [==============================] - 0s 19ms/step >10, 422/693, d1=0.659, d2=0.706 g=0.761 2/2 [==============================] - 0s 17ms/step >10, 423/693, d1=0.686, d2=0.691 g=0.760 2/2 [==============================] - 0s 18ms/step >10, 424/693, d1=0.701, d2=0.707 g=0.750 2/2 [==============================] - 0s 18ms/step >10, 425/693, d1=0.670, d2=0.670 g=0.780 2/2 [==============================] - 0s 20ms/step >10, 426/693, d1=0.666, d2=0.664 g=0.762 2/2 [==============================] - 0s 20ms/step >10, 427/693, d1=0.715, d2=0.695 g=0.775 2/2 [==============================] - 0s 18ms/step >10, 428/693, d1=0.679, d2=0.676 g=0.791 2/2 [==============================] - 0s 19ms/step >10, 429/693, d1=0.720, d2=0.654 g=0.791 2/2 [==============================] - 0s 18ms/step >10, 430/693, d1=0.713, d2=0.649 g=0.776 2/2 [==============================] - 0s 20ms/step >10, 431/693, d1=0.711, d2=0.648 g=0.773 2/2 [==============================] - 0s 17ms/step >10, 432/693, d1=0.662, d2=0.688 g=0.774 2/2 [==============================] - 0s 17ms/step >10, 433/693, d1=0.682, d2=0.686 g=0.768 2/2 [==============================] - 0s 20ms/step >10, 434/693, d1=0.697, d2=0.682 g=0.779 2/2 [==============================] - 0s 19ms/step >10, 435/693, d1=0.679, d2=0.661 g=0.774 2/2 [==============================] - 0s 17ms/step >10, 436/693, d1=0.643, d2=0.675 g=0.750 2/2 [==============================] - 0s 18ms/step >10, 437/693, d1=0.666, d2=0.674 g=0.752 2/2 [==============================] - 0s 18ms/step >10, 438/693, d1=0.694, d2=0.697 g=0.766 2/2 [==============================] - 0s 18ms/step >10, 439/693, d1=0.675, d2=0.689 g=0.774 2/2 [==============================] - 0s 19ms/step >10, 440/693, d1=0.671, d2=0.686 g=0.796 2/2 [==============================] - 0s 19ms/step >10, 441/693, d1=0.672, d2=0.673 g=0.784 2/2 [==============================] - 0s 19ms/step >10, 442/693, d1=0.684, d2=0.655 g=0.767 2/2 [==============================] - 0s 19ms/step >10, 443/693, d1=0.698, d2=0.660 g=0.755 2/2 [==============================] - 0s 18ms/step >10, 444/693, d1=0.715, d2=0.650 g=0.748 2/2 [==============================] - 0s 19ms/step >10, 445/693, d1=0.674, d2=0.645 g=0.776 2/2 [==============================] - 0s 19ms/step >10, 446/693, d1=0.667, d2=0.685 g=0.759 2/2 [==============================] - 0s 19ms/step >10, 447/693, d1=0.676, d2=0.695 g=0.744 2/2 [==============================] - 0s 19ms/step >10, 448/693, d1=0.697, d2=0.692 g=0.743 2/2 [==============================] - 0s 20ms/step >10, 449/693, d1=0.683, d2=0.682 g=0.765 2/2 [==============================] - 0s 18ms/step >10, 450/693, d1=0.668, d2=0.713 g=0.779 2/2 [==============================] - 0s 19ms/step >10, 451/693, d1=0.705, d2=0.655 g=0.773 2/2 [==============================] - 0s 20ms/step >10, 452/693, d1=0.709, d2=0.660 g=0.775 2/2 [==============================] - 0s 18ms/step >10, 453/693, d1=0.682, d2=0.660 g=0.764 2/2 [==============================] - 0s 19ms/step >10, 454/693, d1=0.670, d2=0.697 g=0.757 2/2 [==============================] - 0s 18ms/step >10, 455/693, d1=0.678, d2=0.676 g=0.758 2/2 [==============================] - 0s 20ms/step >10, 456/693, d1=0.664, d2=0.670 g=0.774 2/2 [==============================] - 0s 18ms/step >10, 457/693, d1=0.667, d2=0.679 g=0.770 2/2 [==============================] - 0s 20ms/step >10, 458/693, d1=0.667, d2=0.702 g=0.765 2/2 [==============================] - 0s 19ms/step >10, 459/693, d1=0.670, d2=0.674 g=0.757 2/2 [==============================] - 0s 19ms/step >10, 460/693, d1=0.686, d2=0.695 g=0.751 2/2 [==============================] - 0s 19ms/step >10, 461/693, d1=0.676, d2=0.691 g=0.737 2/2 [==============================] - 0s 19ms/step >10, 462/693, d1=0.638, d2=0.710 g=0.751 2/2 [==============================] - 0s 21ms/step >10, 463/693, d1=0.665, d2=0.690 g=0.769 2/2 [==============================] - 0s 17ms/step >10, 464/693, d1=0.659, d2=0.690 g=0.760 2/2 [==============================] - 0s 18ms/step >10, 465/693, d1=0.656, d2=0.689 g=0.759 2/2 [==============================] - 0s 19ms/step >10, 466/693, d1=0.667, d2=0.690 g=0.770 2/2 [==============================] - 0s 20ms/step >10, 467/693, d1=0.679, d2=0.689 g=0.787 2/2 [==============================] - 0s 19ms/step >10, 468/693, d1=0.723, d2=0.643 g=0.768 2/2 [==============================] - 0s 17ms/step >10, 469/693, d1=0.707, d2=0.679 g=0.770 2/2 [==============================] - 0s 19ms/step >10, 470/693, d1=0.698, d2=0.674 g=0.768 2/2 [==============================] - 0s 17ms/step >10, 471/693, d1=0.700, d2=0.672 g=0.745 2/2 [==============================] - 0s 18ms/step >10, 472/693, d1=0.660, d2=0.669 g=0.766 2/2 [==============================] - 0s 18ms/step >10, 473/693, d1=0.685, d2=0.662 g=0.746 2/2 [==============================] - 0s 19ms/step >10, 474/693, d1=0.650, d2=0.680 g=0.753 2/2 [==============================] - 0s 17ms/step >10, 475/693, d1=0.671, d2=0.712 g=0.732 2/2 [==============================] - 0s 19ms/step >10, 476/693, d1=0.649, d2=0.691 g=0.756 2/2 [==============================] - 0s 19ms/step >10, 477/693, d1=0.660, d2=0.707 g=0.782 2/2 [==============================] - 0s 19ms/step >10, 478/693, d1=0.674, d2=0.697 g=0.776 2/2 [==============================] - 0s 19ms/step >10, 479/693, d1=0.695, d2=0.684 g=0.749 2/2 [==============================] - 0s 19ms/step >10, 480/693, d1=0.682, d2=0.712 g=0.783 2/2 [==============================] - 0s 18ms/step >10, 481/693, d1=0.683, d2=0.686 g=0.756 2/2 [==============================] - 0s 21ms/step >10, 482/693, d1=0.690, d2=0.668 g=0.800 2/2 [==============================] - 0s 20ms/step >10, 483/693, d1=0.654, d2=0.681 g=0.754 2/2 [==============================] - 0s 18ms/step >10, 484/693, d1=0.681, d2=0.724 g=0.779 2/2 [==============================] - 0s 18ms/step >10, 485/693, d1=0.696, d2=0.674 g=0.785 2/2 [==============================] - 0s 17ms/step >10, 486/693, d1=0.684, d2=0.654 g=0.784 2/2 [==============================] - 0s 20ms/step >10, 487/693, d1=0.634, d2=0.654 g=0.768 2/2 [==============================] - 0s 20ms/step >10, 488/693, d1=0.697, d2=0.661 g=0.762 2/2 [==============================] - 0s 19ms/step >10, 489/693, d1=0.676, d2=0.678 g=0.749 2/2 [==============================] - 0s 19ms/step >10, 490/693, d1=0.677, d2=0.740 g=0.753 2/2 [==============================] - 0s 19ms/step >10, 491/693, d1=0.678, d2=0.695 g=0.740 2/2 [==============================] - 0s 18ms/step >10, 492/693, d1=0.643, d2=0.700 g=0.754 2/2 [==============================] - 0s 19ms/step >10, 493/693, d1=0.664, d2=0.673 g=0.749 2/2 [==============================] - 0s 18ms/step >10, 494/693, d1=0.668, d2=0.687 g=0.764 2/2 [==============================] - 0s 18ms/step >10, 495/693, d1=0.699, d2=0.645 g=0.778 2/2 [==============================] - 0s 20ms/step >10, 496/693, d1=0.697, d2=0.688 g=0.764 2/2 [==============================] - 0s 19ms/step >10, 497/693, d1=0.678, d2=0.669 g=0.785 2/2 [==============================] - 0s 19ms/step >10, 498/693, d1=0.698, d2=0.672 g=0.786 2/2 [==============================] - 0s 20ms/step >10, 499/693, d1=0.680, d2=0.665 g=0.772 2/2 [==============================] - 0s 19ms/step >10, 500/693, d1=0.686, d2=0.696 g=0.756 2/2 [==============================] - 0s 19ms/step >10, 501/693, d1=0.680, d2=0.689 g=0.760 2/2 [==============================] - 0s 18ms/step >10, 502/693, d1=0.675, d2=0.684 g=0.776 2/2 [==============================] - 0s 17ms/step >10, 503/693, d1=0.660, d2=0.742 g=0.737 2/2 [==============================] - 0s 17ms/step >10, 504/693, d1=0.634, d2=0.695 g=0.756 2/2 [==============================] - 0s 19ms/step >10, 505/693, d1=0.693, d2=0.700 g=0.764 2/2 [==============================] - 0s 19ms/step >10, 506/693, d1=0.719, d2=0.668 g=0.783 2/2 [==============================] - 0s 18ms/step >10, 507/693, d1=0.676, d2=0.660 g=0.769 2/2 [==============================] - 0s 19ms/step >10, 508/693, d1=0.667, d2=0.634 g=0.764 2/2 [==============================] - 0s 19ms/step >10, 509/693, d1=0.686, d2=0.674 g=0.761 2/2 [==============================] - 0s 17ms/step >10, 510/693, d1=0.673, d2=0.690 g=0.746 2/2 [==============================] - 0s 18ms/step >10, 511/693, d1=0.684, d2=0.663 g=0.767 2/2 [==============================] - 0s 17ms/step >10, 512/693, d1=0.673, d2=0.694 g=0.729 2/2 [==============================] - 0s 20ms/step >10, 513/693, d1=0.676, d2=0.713 g=0.740 2/2 [==============================] - 0s 20ms/step >10, 514/693, d1=0.658, d2=0.700 g=0.719 2/2 [==============================] - 0s 20ms/step >10, 515/693, d1=0.674, d2=0.717 g=0.771 2/2 [==============================] - 0s 18ms/step >10, 516/693, d1=0.661, d2=0.696 g=0.751 2/2 [==============================] - 0s 19ms/step >10, 517/693, d1=0.671, d2=0.659 g=0.764 2/2 [==============================] - 0s 19ms/step >10, 518/693, d1=0.687, d2=0.727 g=0.789 2/2 [==============================] - 0s 19ms/step >10, 519/693, d1=0.672, d2=0.639 g=0.745 2/2 [==============================] - 0s 19ms/step >10, 520/693, d1=0.681, d2=0.681 g=0.759 2/2 [==============================] - 0s 19ms/step >10, 521/693, d1=0.687, d2=0.680 g=0.734 2/2 [==============================] - 0s 18ms/step >10, 522/693, d1=0.695, d2=0.679 g=0.734 2/2 [==============================] - 0s 18ms/step >10, 523/693, d1=0.664, d2=0.694 g=0.764 2/2 [==============================] - 0s 17ms/step >10, 524/693, d1=0.688, d2=0.661 g=0.770 2/2 [==============================] - 0s 19ms/step >10, 525/693, d1=0.713, d2=0.666 g=0.754 2/2 [==============================] - 0s 18ms/step >10, 526/693, d1=0.659, d2=0.707 g=0.756 2/2 [==============================] - 0s 18ms/step >10, 527/693, d1=0.638, d2=0.692 g=0.746 2/2 [==============================] - 0s 19ms/step >10, 528/693, d1=0.625, d2=0.683 g=0.771 2/2 [==============================] - 0s 18ms/step >10, 529/693, d1=0.677, d2=0.686 g=0.778 2/2 [==============================] - 0s 20ms/step >10, 530/693, d1=0.694, d2=0.700 g=0.789 2/2 [==============================] - 0s 17ms/step >10, 531/693, d1=0.729, d2=0.676 g=0.770 2/2 [==============================] - 0s 19ms/step >10, 532/693, d1=0.701, d2=0.662 g=0.754 2/2 [==============================] - 0s 17ms/step >10, 533/693, d1=0.641, d2=0.681 g=0.763 2/2 [==============================] - 0s 17ms/step >10, 534/693, d1=0.684, d2=0.687 g=0.776 2/2 [==============================] - 0s 17ms/step >10, 535/693, d1=0.663, d2=0.668 g=0.758 2/2 [==============================] - 0s 18ms/step >10, 536/693, d1=0.656, d2=0.667 g=0.769 2/2 [==============================] - 0s 20ms/step >10, 537/693, d1=0.675, d2=0.686 g=0.748 2/2 [==============================] - 0s 19ms/step >10, 538/693, d1=0.694, d2=0.667 g=0.766 2/2 [==============================] - 0s 20ms/step >10, 539/693, d1=0.665, d2=0.677 g=0.768 2/2 [==============================] - 0s 18ms/step >10, 540/693, d1=0.673, d2=0.686 g=0.761 2/2 [==============================] - 0s 18ms/step >10, 541/693, d1=0.699, d2=0.679 g=0.759 2/2 [==============================] - 0s 19ms/step >10, 542/693, d1=0.651, d2=0.702 g=0.750 2/2 [==============================] - 0s 20ms/step >10, 543/693, d1=0.645, d2=0.689 g=0.761 2/2 [==============================] - 0s 20ms/step >10, 544/693, d1=0.671, d2=0.705 g=0.753 2/2 [==============================] - 0s 19ms/step >10, 545/693, d1=0.664, d2=0.663 g=0.753 2/2 [==============================] - 0s 17ms/step >10, 546/693, d1=0.651, d2=0.674 g=0.740 2/2 [==============================] - 0s 19ms/step >10, 547/693, d1=0.648, d2=0.658 g=0.756 2/2 [==============================] - 0s 16ms/step >10, 548/693, d1=0.671, d2=0.658 g=0.783 2/2 [==============================] - 0s 19ms/step >10, 549/693, d1=0.670, d2=0.664 g=0.764 2/2 [==============================] - 0s 18ms/step >10, 550/693, d1=0.666, d2=0.676 g=0.755 2/2 [==============================] - 0s 19ms/step >10, 551/693, d1=0.658, d2=0.659 g=0.754 2/2 [==============================] - 0s 20ms/step >10, 552/693, d1=0.654, d2=0.685 g=0.760 2/2 [==============================] - 0s 19ms/step >10, 553/693, d1=0.683, d2=0.702 g=0.760 2/2 [==============================] - 0s 18ms/step >10, 554/693, d1=0.642, d2=0.662 g=0.748 2/2 [==============================] - 0s 19ms/step >10, 555/693, d1=0.645, d2=0.685 g=0.775 2/2 [==============================] - 0s 17ms/step >10, 556/693, d1=0.672, d2=0.685 g=0.763 2/2 [==============================] - 0s 19ms/step >10, 557/693, d1=0.689, d2=0.669 g=0.795 2/2 [==============================] - 0s 19ms/step >10, 558/693, d1=0.706, d2=0.661 g=0.809 2/2 [==============================] - 0s 20ms/step >10, 559/693, d1=0.654, d2=0.651 g=0.786 2/2 [==============================] - 0s 18ms/step >10, 560/693, d1=0.707, d2=0.669 g=0.778 2/2 [==============================] - 0s 19ms/step >10, 561/693, d1=0.690, d2=0.686 g=0.741 2/2 [==============================] - 0s 18ms/step >10, 562/693, d1=0.671, d2=0.641 g=0.724 2/2 [==============================] - 0s 20ms/step >10, 563/693, d1=0.644, d2=0.693 g=0.748 2/2 [==============================] - 0s 17ms/step >10, 564/693, d1=0.687, d2=0.733 g=0.772 2/2 [==============================] - 0s 18ms/step >10, 565/693, d1=0.676, d2=0.657 g=0.784 2/2 [==============================] - 0s 19ms/step >10, 566/693, d1=0.655, d2=0.658 g=0.757 2/2 [==============================] - 0s 19ms/step >10, 567/693, d1=0.688, d2=0.699 g=0.770 2/2 [==============================] - 0s 19ms/step >10, 568/693, d1=0.680, d2=0.683 g=0.750 2/2 [==============================] - 0s 19ms/step >10, 569/693, d1=0.658, d2=0.662 g=0.772 2/2 [==============================] - 0s 19ms/step >10, 570/693, d1=0.692, d2=0.682 g=0.761 2/2 [==============================] - 0s 17ms/step >10, 571/693, d1=0.668, d2=0.707 g=0.769 2/2 [==============================] - 0s 19ms/step >10, 572/693, d1=0.700, d2=0.639 g=0.787 2/2 [==============================] - 0s 19ms/step >10, 573/693, d1=0.690, d2=0.672 g=0.753 2/2 [==============================] - 0s 18ms/step >10, 574/693, d1=0.668, d2=0.685 g=0.748 2/2 [==============================] - 0s 20ms/step >10, 575/693, d1=0.676, d2=0.669 g=0.742 2/2 [==============================] - 0s 17ms/step >10, 576/693, d1=0.652, d2=0.708 g=0.757 2/2 [==============================] - 0s 20ms/step >10, 577/693, d1=0.686, d2=0.736 g=0.781 2/2 [==============================] - 0s 18ms/step >10, 578/693, d1=0.648, d2=0.660 g=0.825 2/2 [==============================] - 0s 20ms/step >10, 579/693, d1=0.694, d2=0.648 g=0.806 2/2 [==============================] - 0s 18ms/step >10, 580/693, d1=0.706, d2=0.669 g=0.767 2/2 [==============================] - 0s 21ms/step >10, 581/693, d1=0.685, d2=0.662 g=0.761 2/2 [==============================] - 0s 20ms/step >10, 582/693, d1=0.689, d2=0.678 g=0.789 2/2 [==============================] - 0s 17ms/step >10, 583/693, d1=0.657, d2=0.683 g=0.765 2/2 [==============================] - 0s 18ms/step >10, 584/693, d1=0.658, d2=0.711 g=0.746 2/2 [==============================] - 0s 18ms/step >10, 585/693, d1=0.685, d2=0.670 g=0.785 2/2 [==============================] - 0s 19ms/step >10, 586/693, d1=0.679, d2=0.664 g=0.779 2/2 [==============================] - 0s 19ms/step >10, 587/693, d1=0.703, d2=0.672 g=0.800 2/2 [==============================] - 0s 18ms/step >10, 588/693, d1=0.706, d2=0.663 g=0.748 2/2 [==============================] - 0s 18ms/step >10, 589/693, d1=0.689, d2=0.680 g=0.759 2/2 [==============================] - 0s 20ms/step >10, 590/693, d1=0.688, d2=0.668 g=0.767 2/2 [==============================] - 0s 19ms/step >10, 591/693, d1=0.682, d2=0.676 g=0.770 2/2 [==============================] - 0s 19ms/step >10, 592/693, d1=0.665, d2=0.678 g=0.744 2/2 [==============================] - 0s 18ms/step >10, 593/693, d1=0.648, d2=0.678 g=0.740 2/2 [==============================] - 0s 20ms/step >10, 594/693, d1=0.647, d2=0.727 g=0.764 2/2 [==============================] - 0s 19ms/step >10, 595/693, d1=0.674, d2=0.666 g=0.797 2/2 [==============================] - 0s 19ms/step >10, 596/693, d1=0.661, d2=0.660 g=0.790 2/2 [==============================] - 0s 19ms/step >10, 597/693, d1=0.669, d2=0.682 g=0.748 2/2 [==============================] - 0s 19ms/step >10, 598/693, d1=0.688, d2=0.669 g=0.769 2/2 [==============================] - 0s 17ms/step >10, 599/693, d1=0.680, d2=0.685 g=0.747 2/2 [==============================] - 0s 18ms/step >10, 600/693, d1=0.660, d2=0.690 g=0.758 2/2 [==============================] - 0s 17ms/step >10, 601/693, d1=0.648, d2=0.708 g=0.765 2/2 [==============================] - 0s 20ms/step >10, 602/693, d1=0.661, d2=0.680 g=0.769 2/2 [==============================] - 0s 19ms/step >10, 603/693, d1=0.698, d2=0.665 g=0.746 2/2 [==============================] - 0s 19ms/step >10, 604/693, d1=0.631, d2=0.710 g=0.737 2/2 [==============================] - 0s 17ms/step >10, 605/693, d1=0.665, d2=0.668 g=0.774 2/2 [==============================] - 0s 19ms/step >10, 606/693, d1=0.660, d2=0.691 g=0.755 2/2 [==============================] - 0s 17ms/step >10, 607/693, d1=0.647, d2=0.706 g=0.750 2/2 [==============================] - 0s 19ms/step >10, 608/693, d1=0.665, d2=0.674 g=0.755 2/2 [==============================] - 0s 19ms/step >10, 609/693, d1=0.666, d2=0.683 g=0.732 2/2 [==============================] - 0s 18ms/step >10, 610/693, d1=0.631, d2=0.726 g=0.758 2/2 [==============================] - 0s 19ms/step >10, 611/693, d1=0.642, d2=0.751 g=0.738 2/2 [==============================] - 0s 20ms/step >10, 612/693, d1=0.648, d2=0.682 g=0.754 2/2 [==============================] - 0s 20ms/step >10, 613/693, d1=0.720, d2=0.694 g=0.762 2/2 [==============================] - 0s 17ms/step >10, 614/693, d1=0.645, d2=0.686 g=0.761 2/2 [==============================] - 0s 18ms/step >10, 615/693, d1=0.664, d2=0.670 g=0.779 2/2 [==============================] - 0s 19ms/step >10, 616/693, d1=0.676, d2=0.703 g=0.770 2/2 [==============================] - 0s 18ms/step >10, 617/693, d1=0.672, d2=0.676 g=0.798 2/2 [==============================] - 0s 19ms/step >10, 618/693, d1=0.672, d2=0.671 g=0.779 2/2 [==============================] - 0s 20ms/step >10, 619/693, d1=0.668, d2=0.664 g=0.781 2/2 [==============================] - 0s 18ms/step >10, 620/693, d1=0.664, d2=0.652 g=0.787 2/2 [==============================] - 0s 18ms/step >10, 621/693, d1=0.693, d2=0.693 g=0.774 2/2 [==============================] - 0s 20ms/step >10, 622/693, d1=0.675, d2=0.718 g=0.790 2/2 [==============================] - 0s 19ms/step >10, 623/693, d1=0.679, d2=0.658 g=0.782 2/2 [==============================] - 0s 19ms/step >10, 624/693, d1=0.691, d2=0.667 g=0.780 2/2 [==============================] - 0s 20ms/step >10, 625/693, d1=0.689, d2=0.642 g=0.793 2/2 [==============================] - 0s 19ms/step >10, 626/693, d1=0.715, d2=0.673 g=0.787 2/2 [==============================] - 0s 18ms/step >10, 627/693, d1=0.666, d2=0.686 g=0.780 2/2 [==============================] - 0s 18ms/step >10, 628/693, d1=0.678, d2=0.689 g=0.776 2/2 [==============================] - 0s 18ms/step >10, 629/693, d1=0.688, d2=0.655 g=0.776 2/2 [==============================] - 0s 19ms/step >10, 630/693, d1=0.659, d2=0.674 g=0.773 2/2 [==============================] - 0s 17ms/step >10, 631/693, d1=0.695, d2=0.672 g=0.779 2/2 [==============================] - 0s 19ms/step >10, 632/693, d1=0.705, d2=0.688 g=0.783 2/2 [==============================] - 0s 20ms/step >10, 633/693, d1=0.674, d2=0.702 g=0.763 2/2 [==============================] - 0s 18ms/step >10, 634/693, d1=0.713, d2=0.680 g=0.780 2/2 [==============================] - 0s 18ms/step >10, 635/693, d1=0.702, d2=0.651 g=0.777 2/2 [==============================] - 0s 18ms/step >10, 636/693, d1=0.664, d2=0.688 g=0.774 2/2 [==============================] - 0s 19ms/step >10, 637/693, d1=0.659, d2=0.690 g=0.796 2/2 [==============================] - 0s 19ms/step >10, 638/693, d1=0.664, d2=0.668 g=0.780 2/2 [==============================] - 0s 19ms/step >10, 639/693, d1=0.715, d2=0.658 g=0.763 2/2 [==============================] - 0s 19ms/step >10, 640/693, d1=0.673, d2=0.673 g=0.775 2/2 [==============================] - 0s 19ms/step >10, 641/693, d1=0.664, d2=0.672 g=0.755 2/2 [==============================] - 0s 18ms/step >10, 642/693, d1=0.703, d2=0.691 g=0.731 2/2 [==============================] - 0s 18ms/step >10, 643/693, d1=0.697, d2=0.637 g=0.760 2/2 [==============================] - 0s 19ms/step >10, 644/693, d1=0.676, d2=0.687 g=0.767 2/2 [==============================] - 0s 18ms/step >10, 645/693, d1=0.675, d2=0.668 g=0.772 2/2 [==============================] - 0s 19ms/step >10, 646/693, d1=0.664, d2=0.663 g=0.758 2/2 [==============================] - 0s 18ms/step >10, 647/693, d1=0.691, d2=0.660 g=0.783 2/2 [==============================] - 0s 18ms/step >10, 648/693, d1=0.680, d2=0.656 g=0.775 2/2 [==============================] - 0s 18ms/step >10, 649/693, d1=0.703, d2=0.678 g=0.775 2/2 [==============================] - 0s 19ms/step >10, 650/693, d1=0.659, d2=0.677 g=0.792 2/2 [==============================] - 0s 18ms/step >10, 651/693, d1=0.687, d2=0.654 g=0.782 2/2 [==============================] - 0s 20ms/step >10, 652/693, d1=0.684, d2=0.655 g=0.809 2/2 [==============================] - 0s 18ms/step >10, 653/693, d1=0.701, d2=0.671 g=0.771 2/2 [==============================] - 0s 19ms/step >10, 654/693, d1=0.686, d2=0.703 g=0.776 2/2 [==============================] - 0s 20ms/step >10, 655/693, d1=0.708, d2=0.679 g=0.785 2/2 [==============================] - 0s 19ms/step >10, 656/693, d1=0.676, d2=0.676 g=0.779 2/2 [==============================] - 0s 19ms/step >10, 657/693, d1=0.689, d2=0.682 g=0.772 2/2 [==============================] - 0s 18ms/step >10, 658/693, d1=0.683, d2=0.680 g=0.790 2/2 [==============================] - 0s 18ms/step >10, 659/693, d1=0.673, d2=0.659 g=0.772 2/2 [==============================] - 0s 19ms/step >10, 660/693, d1=0.657, d2=0.705 g=0.759 2/2 [==============================] - 0s 18ms/step >10, 661/693, d1=0.671, d2=0.630 g=0.782 2/2 [==============================] - 0s 20ms/step >10, 662/693, d1=0.676, d2=0.649 g=0.795 2/2 [==============================] - 0s 17ms/step >10, 663/693, d1=0.710, d2=0.671 g=0.784 2/2 [==============================] - 0s 18ms/step >10, 664/693, d1=0.693, d2=0.639 g=0.779 2/2 [==============================] - 0s 19ms/step >10, 665/693, d1=0.684, d2=0.641 g=0.781 2/2 [==============================] - 0s 19ms/step >10, 666/693, d1=0.667, d2=0.684 g=0.769 2/2 [==============================] - 0s 18ms/step >10, 667/693, d1=0.697, d2=0.649 g=0.765 2/2 [==============================] - 0s 18ms/step >10, 668/693, d1=0.653, d2=0.694 g=0.778 2/2 [==============================] - 0s 18ms/step >10, 669/693, d1=0.685, d2=0.716 g=0.754 2/2 [==============================] - 0s 19ms/step >10, 670/693, d1=0.676, d2=0.663 g=0.773 2/2 [==============================] - 0s 17ms/step >10, 671/693, d1=0.678, d2=0.710 g=0.748 2/2 [==============================] - 0s 20ms/step >10, 672/693, d1=0.692, d2=0.665 g=0.778 2/2 [==============================] - 0s 17ms/step >10, 673/693, d1=0.673, d2=0.679 g=0.759 2/2 [==============================] - 0s 17ms/step >10, 674/693, d1=0.643, d2=0.681 g=0.735 2/2 [==============================] - 0s 17ms/step >10, 675/693, d1=0.666, d2=0.697 g=0.745 2/2 [==============================] - 0s 19ms/step >10, 676/693, d1=0.610, d2=0.714 g=0.766 2/2 [==============================] - 0s 20ms/step >10, 677/693, d1=0.694, d2=0.663 g=0.759 2/2 [==============================] - 0s 20ms/step >10, 678/693, d1=0.699, d2=0.669 g=0.755 2/2 [==============================] - 0s 20ms/step >10, 679/693, d1=0.660, d2=0.686 g=0.754 2/2 [==============================] - 0s 18ms/step >10, 680/693, d1=0.673, d2=0.707 g=0.781 2/2 [==============================] - 0s 19ms/step >10, 681/693, d1=0.698, d2=0.677 g=0.769 2/2 [==============================] - 0s 17ms/step >10, 682/693, d1=0.677, d2=0.679 g=0.756 2/2 [==============================] - 0s 19ms/step >10, 683/693, d1=0.680, d2=0.670 g=0.765 2/2 [==============================] - 0s 19ms/step >10, 684/693, d1=0.667, d2=0.686 g=0.750 2/2 [==============================] - 0s 19ms/step >10, 685/693, d1=0.664, d2=0.694 g=0.762 2/2 [==============================] - 0s 19ms/step >10, 686/693, d1=0.648, d2=0.680 g=0.733 2/2 [==============================] - 0s 19ms/step >10, 687/693, d1=0.677, d2=0.714 g=0.740 2/2 [==============================] - 0s 17ms/step >10, 688/693, d1=0.673, d2=0.693 g=0.745 2/2 [==============================] - 0s 20ms/step >10, 689/693, d1=0.702, d2=0.666 g=0.791 2/2 [==============================] - 0s 17ms/step >10, 690/693, d1=0.700, d2=0.652 g=0.800 2/2 [==============================] - 0s 18ms/step >10, 691/693, d1=0.676, d2=0.673 g=0.793 2/2 [==============================] - 0s 20ms/step >10, 692/693, d1=0.651, d2=0.655 g=0.760 2/2 [==============================] - 0s 19ms/step >10, 693/693, d1=0.691, d2=0.663 g=0.755 5/5 [==============================] - 0s 76ms/step >Accuracy real: 59%, fake: 75% >SSIM score: 0.1155 WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model. 5/5 [==============================] - 0s 53ms/step 2/2 [==============================] - 0s 24ms/step >11, 1/693, d1=0.677, d2=0.663 g=0.762 2/2 [==============================] - 0s 19ms/step >11, 2/693, d1=0.643, d2=0.722 g=0.734 2/2 [==============================] - 0s 16ms/step >11, 3/693, d1=0.650, d2=0.668 g=0.744 2/2 [==============================] - 0s 20ms/step >11, 4/693, d1=0.665, d2=0.697 g=0.737 2/2 [==============================] - 0s 19ms/step >11, 5/693, d1=0.677, d2=0.656 g=0.756 2/2 [==============================] - 0s 18ms/step >11, 6/693, d1=0.636, d2=0.704 g=0.770 2/2 [==============================] - 0s 20ms/step >11, 7/693, d1=0.695, d2=0.694 g=0.762 2/2 [==============================] - 0s 19ms/step >11, 8/693, d1=0.701, d2=0.677 g=0.765 2/2 [==============================] - 0s 17ms/step >11, 9/693, d1=0.678, d2=0.690 g=0.777 2/2 [==============================] - 0s 18ms/step >11, 10/693, d1=0.699, d2=0.683 g=0.757 2/2 [==============================] - 0s 18ms/step >11, 11/693, d1=0.681, d2=0.687 g=0.759 2/2 [==============================] - 0s 19ms/step >11, 12/693, d1=0.674, d2=0.738 g=0.731 2/2 [==============================] - 0s 18ms/step >11, 13/693, d1=0.654, d2=0.676 g=0.793 2/2 [==============================] - 0s 18ms/step >11, 14/693, d1=0.690, d2=0.653 g=0.768 2/2 [==============================] - 0s 20ms/step >11, 15/693, d1=0.680, d2=0.669 g=0.783 2/2 [==============================] - 0s 18ms/step >11, 16/693, d1=0.691, d2=0.651 g=0.755 2/2 [==============================] - 0s 17ms/step >11, 17/693, d1=0.684, d2=0.647 g=0.781 2/2 [==============================] - 0s 18ms/step >11, 18/693, d1=0.648, d2=0.695 g=0.739 2/2 [==============================] - 0s 21ms/step >11, 19/693, d1=0.669, d2=0.683 g=0.753 2/2 [==============================] - 0s 19ms/step >11, 20/693, d1=0.637, d2=0.703 g=0.776 2/2 [==============================] - 0s 17ms/step >11, 21/693, d1=0.666, d2=0.681 g=0.787 2/2 [==============================] - 0s 20ms/step >11, 22/693, d1=0.683, d2=0.655 g=0.776 2/2 [==============================] - 0s 19ms/step >11, 23/693, d1=0.656, d2=0.669 g=0.778 2/2 [==============================] - 0s 20ms/step >11, 24/693, d1=0.666, d2=0.683 g=0.774 2/2 [==============================] - 0s 19ms/step >11, 25/693, d1=0.708, d2=0.678 g=0.748 2/2 [==============================] - 0s 18ms/step >11, 26/693, d1=0.663, d2=0.677 g=0.768 2/2 [==============================] - 0s 20ms/step >11, 27/693, d1=0.732, d2=0.679 g=0.779 2/2 [==============================] - 0s 19ms/step >11, 28/693, d1=0.686, d2=0.686 g=0.776 2/2 [==============================] - 0s 19ms/step >11, 29/693, d1=0.681, d2=0.671 g=0.776 2/2 [==============================] - 0s 20ms/step >11, 30/693, d1=0.679, d2=0.686 g=0.762 2/2 [==============================] - 0s 17ms/step >11, 31/693, d1=0.632, d2=0.674 g=0.764 2/2 [==============================] - 0s 19ms/step >11, 32/693, d1=0.670, d2=0.670 g=0.781 2/2 [==============================] - 0s 19ms/step >11, 33/693, d1=0.661, d2=0.684 g=0.753 2/2 [==============================] - 0s 19ms/step >11, 34/693, d1=0.665, d2=0.712 g=0.772 2/2 [==============================] - 0s 18ms/step >11, 35/693, d1=0.675, d2=0.681 g=0.767 2/2 [==============================] - 0s 18ms/step >11, 36/693, d1=0.673, d2=0.701 g=0.778 2/2 [==============================] - 0s 18ms/step >11, 37/693, d1=0.673, d2=0.686 g=0.774 2/2 [==============================] - 0s 19ms/step >11, 38/693, d1=0.684, d2=0.667 g=0.777 2/2 [==============================] - 0s 20ms/step >11, 39/693, d1=0.672, d2=0.666 g=0.766 2/2 [==============================] - 0s 18ms/step >11, 40/693, d1=0.670, d2=0.654 g=0.769 2/2 [==============================] - 0s 17ms/step >11, 41/693, d1=0.713, d2=0.674 g=0.773 2/2 [==============================] - 0s 19ms/step >11, 42/693, d1=0.666, d2=0.676 g=0.760 2/2 [==============================] - 0s 19ms/step >11, 43/693, d1=0.663, d2=0.716 g=0.760 2/2 [==============================] - 0s 18ms/step >11, 44/693, d1=0.653, d2=0.681 g=0.750 2/2 [==============================] - 0s 19ms/step >11, 45/693, d1=0.662, d2=0.702 g=0.795 2/2 [==============================] - 0s 19ms/step >11, 46/693, d1=0.679, d2=0.683 g=0.795 2/2 [==============================] - 0s 20ms/step >11, 47/693, d1=0.690, d2=0.687 g=0.753 2/2 [==============================] - 0s 21ms/step >11, 48/693, d1=0.660, d2=0.672 g=0.766 2/2 [==============================] - 0s 20ms/step >11, 49/693, d1=0.654, d2=0.659 g=0.762 2/2 [==============================] - 0s 18ms/step >11, 50/693, d1=0.648, d2=0.691 g=0.770 2/2 [==============================] - 0s 19ms/step >11, 51/693, d1=0.669, d2=0.697 g=0.762 2/2 [==============================] - 0s 17ms/step >11, 52/693, d1=0.689, d2=0.673 g=0.734 2/2 [==============================] - 0s 19ms/step >11, 53/693, d1=0.673, d2=0.699 g=0.748 2/2 [==============================] - 0s 18ms/step >11, 54/693, d1=0.621, d2=0.673 g=0.755 2/2 [==============================] - 0s 18ms/step >11, 55/693, d1=0.616, d2=0.687 g=0.777 2/2 [==============================] - 0s 19ms/step >11, 56/693, d1=0.685, d2=0.729 g=0.777 2/2 [==============================] - 0s 20ms/step >11, 57/693, d1=0.668, d2=0.671 g=0.781 2/2 [==============================] - 0s 18ms/step >11, 58/693, d1=0.682, d2=0.669 g=0.813 2/2 [==============================] - 0s 18ms/step >11, 59/693, d1=0.677, d2=0.658 g=0.778 2/2 [==============================] - 0s 18ms/step >11, 60/693, d1=0.692, d2=0.669 g=0.793 2/2 [==============================] - 0s 19ms/step >11, 61/693, d1=0.717, d2=0.672 g=0.785 2/2 [==============================] - 0s 19ms/step >11, 62/693, d1=0.667, d2=0.683 g=0.789 2/2 [==============================] - 0s 18ms/step >11, 63/693, d1=0.680, d2=0.660 g=0.815 2/2 [==============================] - 0s 19ms/step >11, 64/693, d1=0.705, d2=0.646 g=0.763 2/2 [==============================] - 0s 17ms/step >11, 65/693, d1=0.687, d2=0.668 g=0.781 2/2 [==============================] - 0s 19ms/step >11, 66/693, d1=0.688, d2=0.662 g=0.791 2/2 [==============================] - 0s 19ms/step >11, 67/693, d1=0.657, d2=0.655 g=0.777 2/2 [==============================] - 0s 19ms/step >11, 68/693, d1=0.668, d2=0.692 g=0.758 2/2 [==============================] - 0s 17ms/step >11, 69/693, d1=0.688, d2=0.675 g=0.759 2/2 [==============================] - 0s 19ms/step >11, 70/693, d1=0.654, d2=0.683 g=0.770 2/2 [==============================] - 0s 20ms/step >11, 71/693, d1=0.666, d2=0.681 g=0.748 2/2 [==============================] - 0s 19ms/step >11, 72/693, d1=0.663, d2=0.690 g=0.766 2/2 [==============================] - 0s 19ms/step >11, 73/693, d1=0.692, d2=0.674 g=0.756 2/2 [==============================] - 0s 18ms/step >11, 74/693, d1=0.690, d2=0.666 g=0.772 2/2 [==============================] - 0s 18ms/step >11, 75/693, d1=0.693, d2=0.708 g=0.765 2/2 [==============================] - 0s 19ms/step >11, 76/693, d1=0.650, d2=0.694 g=0.770 2/2 [==============================] - 0s 17ms/step >11, 77/693, d1=0.676, d2=0.700 g=0.783 2/2 [==============================] - 0s 20ms/step >11, 78/693, d1=0.656, d2=0.635 g=0.809 2/2 [==============================] - 0s 17ms/step >11, 79/693, d1=0.695, d2=0.646 g=0.772 2/2 [==============================] - 0s 19ms/step >11, 80/693, d1=0.686, d2=0.658 g=0.793 2/2 [==============================] - 0s 17ms/step >11, 81/693, d1=0.677, d2=0.650 g=0.779 2/2 [==============================] - 0s 18ms/step >11, 82/693, d1=0.708, d2=0.666 g=0.746 2/2 [==============================] - 0s 21ms/step >11, 83/693, d1=0.679, d2=0.665 g=0.741 2/2 [==============================] - 0s 17ms/step >11, 84/693, d1=0.668, d2=0.702 g=0.743 2/2 [==============================] - 0s 19ms/step >11, 85/693, d1=0.623, d2=0.679 g=0.742 2/2 [==============================] - 0s 18ms/step >11, 86/693, d1=0.635, d2=0.647 g=0.768 2/2 [==============================] - 0s 18ms/step >11, 87/693, d1=0.661, d2=0.694 g=0.767 2/2 [==============================] - 0s 20ms/step >11, 88/693, d1=0.671, d2=0.672 g=0.746 2/2 [==============================] - 0s 19ms/step >11, 89/693, d1=0.646, d2=0.710 g=0.755 2/2 [==============================] - 0s 17ms/step >11, 90/693, d1=0.653, d2=0.664 g=0.733 2/2 [==============================] - 0s 18ms/step >11, 91/693, d1=0.653, d2=0.682 g=0.762 2/2 [==============================] - 0s 18ms/step >11, 92/693, d1=0.625, d2=0.682 g=0.763 2/2 [==============================] - 0s 19ms/step >11, 93/693, d1=0.685, d2=0.678 g=0.771 2/2 [==============================] - 0s 17ms/step >11, 94/693, d1=0.704, d2=0.649 g=0.773 2/2 [==============================] - 0s 20ms/step >11, 95/693, d1=0.690, d2=0.687 g=0.764 2/2 [==============================] - 0s 19ms/step >11, 96/693, d1=0.659, d2=0.669 g=0.760 2/2 [==============================] - 0s 18ms/step >11, 97/693, d1=0.675, d2=0.690 g=0.773 2/2 [==============================] - 0s 19ms/step >11, 98/693, d1=0.672, d2=0.687 g=0.766 2/2 [==============================] - 0s 18ms/step >11, 99/693, d1=0.667, d2=0.679 g=0.743 2/2 [==============================] - 0s 19ms/step >11, 100/693, d1=0.690, d2=0.660 g=0.754 2/2 [==============================] - 0s 18ms/step >11, 101/693, d1=0.690, d2=0.662 g=0.746 2/2 [==============================] - 0s 19ms/step >11, 102/693, d1=0.678, d2=0.686 g=0.727 2/2 [==============================] - 0s 19ms/step >11, 103/693, d1=0.673, d2=0.698 g=0.764 2/2 [==============================] - 0s 20ms/step >11, 104/693, d1=0.677, d2=0.688 g=0.753 2/2 [==============================] - 0s 18ms/step >11, 105/693, d1=0.689, d2=0.697 g=0.757 2/2 [==============================] - 0s 18ms/step >11, 106/693, d1=0.663, d2=0.675 g=0.744 2/2 [==============================] - 0s 19ms/step >11, 107/693, d1=0.689, d2=0.697 g=0.775 2/2 [==============================] - 0s 17ms/step >11, 108/693, d1=0.654, d2=0.714 g=0.769 2/2 [==============================] - 0s 17ms/step >11, 109/693, d1=0.674, d2=0.698 g=0.767 2/2 [==============================] - 0s 20ms/step >11, 110/693, d1=0.657, d2=0.676 g=0.789 2/2 [==============================] - 0s 19ms/step >11, 111/693, d1=0.711, d2=0.657 g=0.768 2/2 [==============================] - 0s 17ms/step >11, 112/693, d1=0.677, d2=0.698 g=0.759 2/2 [==============================] - 0s 17ms/step >11, 113/693, d1=0.658, d2=0.665 g=0.785 2/2 [==============================] - 0s 20ms/step >11, 114/693, d1=0.684, d2=0.675 g=0.767 2/2 [==============================] - 0s 19ms/step >11, 115/693, d1=0.662, d2=0.685 g=0.784 2/2 [==============================] - 0s 17ms/step >11, 116/693, d1=0.688, d2=0.666 g=0.769 2/2 [==============================] - 0s 20ms/step >11, 117/693, d1=0.673, d2=0.696 g=0.774 2/2 [==============================] - 0s 20ms/step >11, 118/693, d1=0.695, d2=0.669 g=0.769 2/2 [==============================] - 0s 18ms/step >11, 119/693, d1=0.674, d2=0.655 g=0.763 2/2 [==============================] - 0s 17ms/step >11, 120/693, d1=0.666, d2=0.671 g=0.764 2/2 [==============================] - 0s 18ms/step >11, 121/693, d1=0.697, d2=0.667 g=0.773 2/2 [==============================] - 0s 19ms/step >11, 122/693, d1=0.679, d2=0.659 g=0.778 2/2 [==============================] - 0s 18ms/step >11, 123/693, d1=0.657, d2=0.667 g=0.759 2/2 [==============================] - 0s 19ms/step >11, 124/693, d1=0.660, d2=0.677 g=0.744 2/2 [==============================] - 0s 19ms/step >11, 125/693, d1=0.631, d2=0.700 g=0.748 2/2 [==============================] - 0s 20ms/step >11, 126/693, d1=0.641, d2=0.743 g=0.773 2/2 [==============================] - 0s 18ms/step >11, 127/693, d1=0.669, d2=0.668 g=0.809 2/2 [==============================] - 0s 20ms/step >11, 128/693, d1=0.714, d2=0.666 g=0.781 2/2 [==============================] - 0s 21ms/step >11, 129/693, d1=0.675, d2=0.628 g=0.765 2/2 [==============================] - 0s 17ms/step >11, 130/693, d1=0.673, d2=0.673 g=0.787 2/2 [==============================] - 0s 17ms/step >11, 131/693, d1=0.677, d2=0.668 g=0.791 2/2 [==============================] - 0s 19ms/step >11, 132/693, d1=0.691, d2=0.683 g=0.785 2/2 [==============================] - 0s 18ms/step >11, 133/693, d1=0.643, d2=0.654 g=0.768 2/2 [==============================] - 0s 19ms/step >11, 134/693, d1=0.712, d2=0.680 g=0.757 2/2 [==============================] - 0s 19ms/step >11, 135/693, d1=0.663, d2=0.684 g=0.774 2/2 [==============================] - 0s 19ms/step >11, 136/693, d1=0.692, d2=0.690 g=0.787 2/2 [==============================] - 0s 19ms/step >11, 137/693, d1=0.710, d2=0.654 g=0.760 2/2 [==============================] - 0s 19ms/step >11, 138/693, d1=0.678, d2=0.703 g=0.757 2/2 [==============================] - 0s 23ms/step >11, 139/693, d1=0.680, d2=0.706 g=0.773 2/2 [==============================] - 0s 17ms/step >11, 140/693, d1=0.690, d2=0.681 g=0.778 2/2 [==============================] - 0s 18ms/step >11, 141/693, d1=0.689, d2=0.665 g=0.761 2/2 [==============================] - 0s 20ms/step >11, 142/693, d1=0.702, d2=0.672 g=0.756 2/2 [==============================] - 0s 18ms/step >11, 143/693, d1=0.673, d2=0.679 g=0.760 2/2 [==============================] - 0s 19ms/step >11, 144/693, d1=0.679, d2=0.667 g=0.775 2/2 [==============================] - 0s 20ms/step >11, 145/693, d1=0.689, d2=0.703 g=0.766 2/2 [==============================] - 0s 20ms/step >11, 146/693, d1=0.699, d2=0.688 g=0.763 2/2 [==============================] - 0s 18ms/step >11, 147/693, d1=0.715, d2=0.681 g=0.763 2/2 [==============================] - 0s 20ms/step >11, 148/693, d1=0.665, d2=0.680 g=0.779 2/2 [==============================] - 0s 19ms/step >11, 149/693, d1=0.668, d2=0.681 g=0.771 2/2 [==============================] - 0s 17ms/step >11, 150/693, d1=0.694, d2=0.684 g=0.780 2/2 [==============================] - 0s 19ms/step >11, 151/693, d1=0.668, d2=0.655 g=0.781 2/2 [==============================] - 0s 18ms/step >11, 152/693, d1=0.685, d2=0.657 g=0.755 2/2 [==============================] - 0s 19ms/step >11, 153/693, d1=0.666, d2=0.677 g=0.761 2/2 [==============================] - 0s 17ms/step >11, 154/693, d1=0.684, d2=0.670 g=0.740 2/2 [==============================] - 0s 19ms/step >11, 155/693, d1=0.661, d2=0.677 g=0.770 2/2 [==============================] - 0s 18ms/step >11, 156/693, d1=0.690, d2=0.685 g=0.786 2/2 [==============================] - 0s 20ms/step >11, 157/693, d1=0.648, d2=0.646 g=0.761 2/2 [==============================] - 0s 19ms/step >11, 158/693, d1=0.691, d2=0.670 g=0.781 2/2 [==============================] - 0s 19ms/step >11, 159/693, d1=0.690, d2=0.684 g=0.750 2/2 [==============================] - 0s 18ms/step >11, 160/693, d1=0.704, d2=0.712 g=0.770 2/2 [==============================] - 0s 20ms/step >11, 161/693, d1=0.663, d2=0.678 g=0.760 2/2 [==============================] - 0s 17ms/step >11, 162/693, d1=0.657, d2=0.693 g=0.748 2/2 [==============================] - 0s 19ms/step >11, 163/693, d1=0.657, d2=0.679 g=0.773 2/2 [==============================] - 0s 18ms/step >11, 164/693, d1=0.613, d2=0.696 g=0.773 2/2 [==============================] - 0s 18ms/step >11, 165/693, d1=0.681, d2=0.676 g=0.751 2/2 [==============================] - 0s 17ms/step >11, 166/693, d1=0.662, d2=0.680 g=0.778 2/2 [==============================] - 0s 17ms/step >11, 167/693, d1=0.645, d2=0.707 g=0.762 2/2 [==============================] - 0s 19ms/step >11, 168/693, d1=0.629, d2=0.667 g=0.777 2/2 [==============================] - 0s 18ms/step >11, 169/693, d1=0.670, d2=0.676 g=0.772 2/2 [==============================] - 0s 18ms/step >11, 170/693, d1=0.694, d2=0.652 g=0.773 2/2 [==============================] - 0s 19ms/step >11, 171/693, d1=0.692, d2=0.672 g=0.752 2/2 [==============================] - 0s 19ms/step >11, 172/693, d1=0.682, d2=0.660 g=0.745 2/2 [==============================] - 0s 19ms/step >11, 173/693, d1=0.651, d2=0.718 g=0.774 2/2 [==============================] - 0s 18ms/step >11, 174/693, d1=0.689, d2=0.692 g=0.786 2/2 [==============================] - 0s 19ms/step >11, 175/693, d1=0.674, d2=0.684 g=0.769 2/2 [==============================] - 0s 20ms/step >11, 176/693, d1=0.675, d2=0.705 g=0.772 2/2 [==============================] - 0s 17ms/step >11, 177/693, d1=0.668, d2=0.659 g=0.809 2/2 [==============================] - 0s 19ms/step >11, 178/693, d1=0.709, d2=0.666 g=0.793 2/2 [==============================] - 0s 18ms/step >11, 179/693, d1=0.686, d2=0.662 g=0.812 2/2 [==============================] - 0s 18ms/step >11, 180/693, d1=0.644, d2=0.624 g=0.771 2/2 [==============================] - 0s 19ms/step >11, 181/693, d1=0.726, d2=0.710 g=0.759 2/2 [==============================] - 0s 18ms/step >11, 182/693, d1=0.674, d2=0.690 g=0.815 2/2 [==============================] - 0s 20ms/step >11, 183/693, d1=0.680, d2=0.640 g=0.770 2/2 [==============================] - 0s 19ms/step >11, 184/693, d1=0.688, d2=0.672 g=0.790 2/2 [==============================] - 0s 19ms/step >11, 185/693, d1=0.673, d2=0.667 g=0.777 2/2 [==============================] - 0s 20ms/step >11, 186/693, d1=0.670, d2=0.654 g=0.756 2/2 [==============================] - 0s 18ms/step >11, 187/693, d1=0.652, d2=0.674 g=0.756 2/2 [==============================] - 0s 20ms/step >11, 188/693, d1=0.654, d2=0.717 g=0.753 2/2 [==============================] - 0s 18ms/step >11, 189/693, d1=0.667, d2=0.673 g=0.745 2/2 [==============================] - 0s 19ms/step >11, 190/693, d1=0.633, d2=0.719 g=0.788 2/2 [==============================] - 0s 20ms/step >11, 191/693, d1=0.673, d2=0.651 g=0.825 2/2 [==============================] - 0s 20ms/step >11, 192/693, d1=0.693, d2=0.672 g=0.796 2/2 [==============================] - 0s 20ms/step >11, 193/693, d1=0.695, d2=0.676 g=0.739 2/2 [==============================] - 0s 18ms/step >11, 194/693, d1=0.680, d2=0.661 g=0.741 2/2 [==============================] - 0s 20ms/step >11, 195/693, d1=0.658, d2=0.644 g=0.764 2/2 [==============================] - 0s 18ms/step >11, 196/693, d1=0.661, d2=0.676 g=0.747 2/2 [==============================] - 0s 20ms/step >11, 197/693, d1=0.631, d2=0.673 g=0.738 2/2 [==============================] - 0s 18ms/step >11, 198/693, d1=0.666, d2=0.679 g=0.724 2/2 [==============================] - 0s 18ms/step >11, 199/693, d1=0.663, d2=0.717 g=0.742 2/2 [==============================] - 0s 20ms/step >11, 200/693, d1=0.673, d2=0.683 g=0.751 2/2 [==============================] - 0s 18ms/step >11, 201/693, d1=0.676, d2=0.723 g=0.759 2/2 [==============================] - 0s 19ms/step >11, 202/693, d1=0.673, d2=0.657 g=0.762 2/2 [==============================] - 0s 19ms/step >11, 203/693, d1=0.687, d2=0.722 g=0.765 2/2 [==============================] - 0s 20ms/step >11, 204/693, d1=0.671, d2=0.681 g=0.803 2/2 [==============================] - 0s 18ms/step >11, 205/693, d1=0.737, d2=0.664 g=0.778 2/2 [==============================] - 0s 17ms/step >11, 206/693, d1=0.662, d2=0.661 g=0.811 2/2 [==============================] - 0s 18ms/step >11, 207/693, d1=0.695, d2=0.669 g=0.774 2/2 [==============================] - 0s 18ms/step >11, 208/693, d1=0.710, d2=0.672 g=0.777 2/2 [==============================] - 0s 18ms/step >11, 209/693, d1=0.667, d2=0.678 g=0.757 2/2 [==============================] - 0s 19ms/step >11, 210/693, d1=0.671, d2=0.664 g=0.781 2/2 [==============================] - 0s 19ms/step >11, 211/693, d1=0.685, d2=0.650 g=0.757 2/2 [==============================] - 0s 19ms/step >11, 212/693, d1=0.636, d2=0.688 g=0.771 2/2 [==============================] - 0s 18ms/step >11, 213/693, d1=0.669, d2=0.664 g=0.760 2/2 [==============================] - 0s 18ms/step >11, 214/693, d1=0.699, d2=0.692 g=0.754 2/2 [==============================] - 0s 19ms/step >11, 215/693, d1=0.683, d2=0.687 g=0.760 2/2 [==============================] - 0s 20ms/step >11, 216/693, d1=0.655, d2=0.696 g=0.771 2/2 [==============================] - 0s 19ms/step >11, 217/693, d1=0.652, d2=0.705 g=0.769 2/2 [==============================] - 0s 19ms/step >11, 218/693, d1=0.686, d2=0.716 g=0.758 2/2 [==============================] - 0s 19ms/step >11, 219/693, d1=0.659, d2=0.693 g=0.752 2/2 [==============================] - 0s 20ms/step >11, 220/693, d1=0.656, d2=0.669 g=0.764 2/2 [==============================] - 0s 19ms/step >11, 221/693, d1=0.654, d2=0.671 g=0.740 2/2 [==============================] - 0s 20ms/step >11, 222/693, d1=0.645, d2=0.714 g=0.739 2/2 [==============================] - 0s 19ms/step >11, 223/693, d1=0.647, d2=0.701 g=0.794 2/2 [==============================] - 0s 19ms/step >11, 224/693, d1=0.704, d2=0.651 g=0.785 2/2 [==============================] - 0s 18ms/step >11, 225/693, d1=0.685, d2=0.633 g=0.780 2/2 [==============================] - 0s 19ms/step >11, 226/693, d1=0.681, d2=0.685 g=0.778 2/2 [==============================] - 0s 18ms/step >11, 227/693, d1=0.664, d2=0.672 g=0.737 2/2 [==============================] - 0s 17ms/step >11, 228/693, d1=0.662, d2=0.660 g=0.763 2/2 [==============================] - 0s 17ms/step >11, 229/693, d1=0.697, d2=0.677 g=0.781 2/2 [==============================] - 0s 17ms/step >11, 230/693, d1=0.682, d2=0.693 g=0.766 2/2 [==============================] - 0s 18ms/step >11, 231/693, d1=0.673, d2=0.683 g=0.763 2/2 [==============================] - 0s 19ms/step >11, 232/693, d1=0.689, d2=0.655 g=0.769 2/2 [==============================] - 0s 17ms/step >11, 233/693, d1=0.691, d2=0.665 g=0.796 2/2 [==============================] - 0s 16ms/step >11, 234/693, d1=0.673, d2=0.686 g=0.774 2/2 [==============================] - 0s 19ms/step >11, 235/693, d1=0.640, d2=0.664 g=0.782 2/2 [==============================] - 0s 18ms/step >11, 236/693, d1=0.699, d2=0.680 g=0.774 2/2 [==============================] - 0s 19ms/step >11, 237/693, d1=0.695, d2=0.691 g=0.771 2/2 [==============================] - 0s 18ms/step >11, 238/693, d1=0.673, d2=0.662 g=0.774 2/2 [==============================] - 0s 18ms/step >11, 239/693, d1=0.702, d2=0.672 g=0.789 2/2 [==============================] - 0s 18ms/step >11, 240/693, d1=0.663, d2=0.699 g=0.777 2/2 [==============================] - 0s 20ms/step >11, 241/693, d1=0.675, d2=0.678 g=0.753 2/2 [==============================] - 0s 18ms/step >11, 242/693, d1=0.691, d2=0.695 g=0.783 2/2 [==============================] - 0s 17ms/step >11, 243/693, d1=0.669, d2=0.655 g=0.745 2/2 [==============================] - 0s 18ms/step >11, 244/693, d1=0.709, d2=0.713 g=0.747 2/2 [==============================] - 0s 20ms/step >11, 245/693, d1=0.636, d2=0.678 g=0.760 2/2 [==============================] - 0s 19ms/step >11, 246/693, d1=0.673, d2=0.712 g=0.791 2/2 [==============================] - 0s 18ms/step >11, 247/693, d1=0.728, d2=0.671 g=0.788 2/2 [==============================] - 0s 18ms/step >11, 248/693, d1=0.700, d2=0.663 g=0.787 2/2 [==============================] - 0s 18ms/step >11, 249/693, d1=0.659, d2=0.664 g=0.785 2/2 [==============================] - 0s 17ms/step >11, 250/693, d1=0.682, d2=0.692 g=0.803 2/2 [==============================] - 0s 20ms/step >11, 251/693, d1=0.677, d2=0.663 g=0.781 2/2 [==============================] - 0s 19ms/step >11, 252/693, d1=0.688, d2=0.671 g=0.771 2/2 [==============================] - 0s 20ms/step >11, 253/693, d1=0.703, d2=0.673 g=0.764 2/2 [==============================] - 0s 19ms/step >11, 254/693, d1=0.670, d2=0.696 g=0.764 2/2 [==============================] - 0s 18ms/step >11, 255/693, d1=0.694, d2=0.646 g=0.789 2/2 [==============================] - 0s 19ms/step >11, 256/693, d1=0.691, d2=0.683 g=0.757 2/2 [==============================] - 0s 19ms/step >11, 257/693, d1=0.633, d2=0.668 g=0.743 2/2 [==============================] - 0s 20ms/step >11, 258/693, d1=0.684, d2=0.697 g=0.740 2/2 [==============================] - 0s 18ms/step >11, 259/693, d1=0.662, d2=0.680 g=0.755 2/2 [==============================] - 0s 17ms/step >11, 260/693, d1=0.718, d2=0.701 g=0.744 2/2 [==============================] - 0s 19ms/step >11, 261/693, d1=0.660, d2=0.696 g=0.756 2/2 [==============================] - 0s 19ms/step >11, 262/693, d1=0.643, d2=0.709 g=0.749 2/2 [==============================] - 0s 20ms/step >11, 263/693, d1=0.648, d2=0.681 g=0.784 2/2 [==============================] - 0s 19ms/step >11, 264/693, d1=0.666, d2=0.688 g=0.732 2/2 [==============================] - 0s 18ms/step >11, 265/693, d1=0.646, d2=0.708 g=0.776 2/2 [==============================] - 0s 19ms/step >11, 266/693, d1=0.676, d2=0.689 g=0.757 2/2 [==============================] - 0s 18ms/step >11, 267/693, d1=0.684, d2=0.715 g=0.746 2/2 [==============================] - 0s 18ms/step >11, 268/693, d1=0.683, d2=0.703 g=0.757 2/2 [==============================] - 0s 18ms/step >11, 269/693, d1=0.700, d2=0.672 g=0.760 2/2 [==============================] - 0s 19ms/step >11, 270/693, d1=0.680, d2=0.686 g=0.751 2/2 [==============================] - 0s 19ms/step >11, 271/693, d1=0.680, d2=0.696 g=0.742 2/2 [==============================] - 0s 19ms/step >11, 272/693, d1=0.685, d2=0.677 g=0.738 2/2 [==============================] - 0s 22ms/step >11, 273/693, d1=0.660, d2=0.687 g=0.755 2/2 [==============================] - 0s 18ms/step >11, 274/693, d1=0.608, d2=0.695 g=0.752 2/2 [==============================] - 0s 19ms/step >11, 275/693, d1=0.671, d2=0.657 g=0.738 2/2 [==============================] - 0s 19ms/step >11, 276/693, d1=0.680, d2=0.696 g=0.757 2/2 [==============================] - 0s 18ms/step >11, 277/693, d1=0.620, d2=0.696 g=0.744 2/2 [==============================] - 0s 19ms/step >11, 278/693, d1=0.665, d2=0.681 g=0.800 2/2 [==============================] - 0s 18ms/step >11, 279/693, d1=0.700, d2=0.635 g=0.782 2/2 [==============================] - 0s 19ms/step >11, 280/693, d1=0.687, d2=0.676 g=0.775 2/2 [==============================] - 0s 20ms/step >11, 281/693, d1=0.710, d2=0.682 g=0.785 2/2 [==============================] - 0s 18ms/step >11, 282/693, d1=0.705, d2=0.651 g=0.784 2/2 [==============================] - 0s 18ms/step >11, 283/693, d1=0.667, d2=0.706 g=0.768 2/2 [==============================] - 0s 19ms/step >11, 284/693, d1=0.658, d2=0.653 g=0.758 2/2 [==============================] - 0s 19ms/step >11, 285/693, d1=0.691, d2=0.648 g=0.788 2/2 [==============================] - 0s 19ms/step >11, 286/693, d1=0.690, d2=0.727 g=0.760 2/2 [==============================] - 0s 18ms/step >11, 287/693, d1=0.687, d2=0.713 g=0.776 2/2 [==============================] - 0s 20ms/step >11, 288/693, d1=0.681, d2=0.668 g=0.767 2/2 [==============================] - 0s 18ms/step >11, 289/693, d1=0.672, d2=0.688 g=0.768 2/2 [==============================] - 0s 17ms/step >11, 290/693, d1=0.672, d2=0.662 g=0.746 2/2 [==============================] - 0s 19ms/step >11, 291/693, d1=0.674, d2=0.672 g=0.756 2/2 [==============================] - 0s 18ms/step >11, 292/693, d1=0.657, d2=0.709 g=0.752 2/2 [==============================] - 0s 18ms/step >11, 293/693, d1=0.703, d2=0.719 g=0.787 2/2 [==============================] - 0s 18ms/step >11, 294/693, d1=0.675, d2=0.692 g=0.750 2/2 [==============================] - 0s 20ms/step >11, 295/693, d1=0.688, d2=0.646 g=0.767 2/2 [==============================] - 0s 17ms/step >11, 296/693, d1=0.682, d2=0.694 g=0.760 2/2 [==============================] - 0s 18ms/step >11, 297/693, d1=0.707, d2=0.677 g=0.777 2/2 [==============================] - 0s 19ms/step >11, 298/693, d1=0.654, d2=0.674 g=0.767 2/2 [==============================] - 0s 18ms/step >11, 299/693, d1=0.650, d2=0.653 g=0.767 2/2 [==============================] - 0s 20ms/step >11, 300/693, d1=0.695, d2=0.687 g=0.791 2/2 [==============================] - 0s 19ms/step >11, 301/693, d1=0.691, d2=0.691 g=0.786 2/2 [==============================] - 0s 18ms/step >11, 302/693, d1=0.678, d2=0.668 g=0.752 2/2 [==============================] - 0s 19ms/step >11, 303/693, d1=0.668, d2=0.710 g=0.775 2/2 [==============================] - 0s 18ms/step >11, 304/693, d1=0.673, d2=0.700 g=0.758 2/2 [==============================] - 0s 18ms/step >11, 305/693, d1=0.657, d2=0.681 g=0.759 2/2 [==============================] - 0s 17ms/step >11, 306/693, d1=0.664, d2=0.703 g=0.774 2/2 [==============================] - 0s 20ms/step >11, 307/693, d1=0.685, d2=0.680 g=0.773 2/2 [==============================] - 0s 17ms/step >11, 308/693, d1=0.673, d2=0.688 g=0.766 2/2 [==============================] - 0s 18ms/step >11, 309/693, d1=0.660, d2=0.694 g=0.786 2/2 [==============================] - 0s 20ms/step >11, 310/693, d1=0.676, d2=0.657 g=0.787 2/2 [==============================] - 0s 19ms/step >11, 311/693, d1=0.688, d2=0.659 g=0.752 2/2 [==============================] - 0s 19ms/step >11, 312/693, d1=0.671, d2=0.633 g=0.784 2/2 [==============================] - 0s 18ms/step >11, 313/693, d1=0.681, d2=0.716 g=0.791 2/2 [==============================] - 0s 19ms/step >11, 314/693, d1=0.672, d2=0.644 g=0.792 2/2 [==============================] - 0s 19ms/step >11, 315/693, d1=0.672, d2=0.661 g=0.784 2/2 [==============================] - 0s 17ms/step >11, 316/693, d1=0.685, d2=0.676 g=0.776 2/2 [==============================] - 0s 19ms/step >11, 317/693, d1=0.672, d2=0.727 g=0.767 2/2 [==============================] - 0s 18ms/step >11, 318/693, d1=0.699, d2=0.663 g=0.772 2/2 [==============================] - 0s 18ms/step >11, 319/693, d1=0.706, d2=0.678 g=0.755 2/2 [==============================] - 0s 18ms/step >11, 320/693, d1=0.651, d2=0.671 g=0.760 2/2 [==============================] - 0s 19ms/step >11, 321/693, d1=0.657, d2=0.665 g=0.755 2/2 [==============================] - 0s 19ms/step >11, 322/693, d1=0.703, d2=0.648 g=0.787 2/2 [==============================] - 0s 17ms/step >11, 323/693, d1=0.710, d2=0.677 g=0.774 2/2 [==============================] - 0s 18ms/step >11, 324/693, d1=0.675, d2=0.703 g=0.780 2/2 [==============================] - 0s 18ms/step >11, 325/693, d1=0.669, d2=0.649 g=0.788 2/2 [==============================] - 0s 18ms/step >11, 326/693, d1=0.696, d2=0.652 g=0.764 2/2 [==============================] - 0s 19ms/step >11, 327/693, d1=0.682, d2=0.677 g=0.773 2/2 [==============================] - 0s 19ms/step >11, 328/693, d1=0.650, d2=0.688 g=0.750 2/2 [==============================] - 0s 18ms/step >11, 329/693, d1=0.662, d2=0.669 g=0.747 2/2 [==============================] - 0s 16ms/step >11, 330/693, d1=0.667, d2=0.692 g=0.761 2/2 [==============================] - 0s 18ms/step >11, 331/693, d1=0.690, d2=0.651 g=0.791 2/2 [==============================] - 0s 19ms/step >11, 332/693, d1=0.679, d2=0.641 g=0.768 2/2 [==============================] - 0s 19ms/step >11, 333/693, d1=0.682, d2=0.653 g=0.749 2/2 [==============================] - 0s 19ms/step >11, 334/693, d1=0.672, d2=0.670 g=0.738 2/2 [==============================] - 0s 17ms/step >11, 335/693, d1=0.666, d2=0.674 g=0.756 2/2 [==============================] - 0s 19ms/step >11, 336/693, d1=0.654, d2=0.712 g=0.755 2/2 [==============================] - 0s 17ms/step >11, 337/693, d1=0.707, d2=0.686 g=0.743 2/2 [==============================] - 0s 18ms/step >11, 338/693, d1=0.686, d2=0.680 g=0.784 2/2 [==============================] - 0s 18ms/step >11, 339/693, d1=0.673, d2=0.675 g=0.769 2/2 [==============================] - 0s 19ms/step >11, 340/693, d1=0.648, d2=0.682 g=0.764 2/2 [==============================] - 0s 19ms/step >11, 341/693, d1=0.683, d2=0.688 g=0.758 2/2 [==============================] - 0s 20ms/step >11, 342/693, d1=0.675, d2=0.701 g=0.768 2/2 [==============================] - 0s 16ms/step >11, 343/693, d1=0.643, d2=0.660 g=0.756 2/2 [==============================] - 0s 19ms/step >11, 344/693, d1=0.660, d2=0.673 g=0.775 2/2 [==============================] - 0s 19ms/step >11, 345/693, d1=0.677, d2=0.648 g=0.776 2/2 [==============================] - 0s 20ms/step >11, 346/693, d1=0.703, d2=0.693 g=0.768 2/2 [==============================] - 0s 18ms/step >11, 347/693, d1=0.703, d2=0.651 g=0.775 2/2 [==============================] - 0s 19ms/step >11, 348/693, d1=0.706, d2=0.708 g=0.772 2/2 [==============================] - 0s 19ms/step >11, 349/693, d1=0.666, d2=0.704 g=0.767 2/2 [==============================] - 0s 18ms/step >11, 350/693, d1=0.702, d2=0.672 g=0.776 2/2 [==============================] - 0s 20ms/step >11, 351/693, d1=0.668, d2=0.654 g=0.766 2/2 [==============================] - 0s 18ms/step >11, 352/693, d1=0.671, d2=0.716 g=0.779 2/2 [==============================] - 0s 19ms/step >11, 353/693, d1=0.675, d2=0.689 g=0.743 2/2 [==============================] - 0s 17ms/step >11, 354/693, d1=0.663, d2=0.667 g=0.789 2/2 [==============================] - 0s 19ms/step >11, 355/693, d1=0.669, d2=0.704 g=0.761 2/2 [==============================] - 0s 20ms/step >11, 356/693, d1=0.662, d2=0.663 g=0.767 2/2 [==============================] - 0s 18ms/step >11, 357/693, d1=0.656, d2=0.728 g=0.775 2/2 [==============================] - 0s 19ms/step >11, 358/693, d1=0.685, d2=0.658 g=0.789 2/2 [==============================] - 0s 20ms/step >11, 359/693, d1=0.681, d2=0.670 g=0.784 2/2 [==============================] - 0s 16ms/step >11, 360/693, d1=0.710, d2=0.675 g=0.776 2/2 [==============================] - 0s 18ms/step >11, 361/693, d1=0.695, d2=0.670 g=0.770 2/2 [==============================] - 0s 20ms/step >11, 362/693, d1=0.671, d2=0.666 g=0.801 2/2 [==============================] - 0s 19ms/step >11, 363/693, d1=0.677, d2=0.656 g=0.766 2/2 [==============================] - 0s 18ms/step >11, 364/693, d1=0.650, d2=0.675 g=0.765 2/2 [==============================] - 0s 17ms/step >11, 365/693, d1=0.671, d2=0.672 g=0.756 2/2 [==============================] - 0s 18ms/step >11, 366/693, d1=0.644, d2=0.672 g=0.753 2/2 [==============================] - 0s 19ms/step >11, 367/693, d1=0.661, d2=0.668 g=0.757 2/2 [==============================] - 0s 18ms/step >11, 368/693, d1=0.646, d2=0.682 g=0.775 2/2 [==============================] - 0s 18ms/step >11, 369/693, d1=0.678, d2=0.697 g=0.787 2/2 [==============================] - 0s 18ms/step >11, 370/693, d1=0.681, d2=0.674 g=0.761 2/2 [==============================] - 0s 18ms/step >11, 371/693, d1=0.705, d2=0.680 g=0.757 2/2 [==============================] - 0s 18ms/step >11, 372/693, d1=0.659, d2=0.671 g=0.795 2/2 [==============================] - 0s 17ms/step >11, 373/693, d1=0.704, d2=0.648 g=0.773 2/2 [==============================] - 0s 18ms/step >11, 374/693, d1=0.671, d2=0.686 g=0.771 2/2 [==============================] - 0s 18ms/step >11, 375/693, d1=0.658, d2=0.657 g=0.797 2/2 [==============================] - 0s 17ms/step >11, 376/693, d1=0.693, d2=0.665 g=0.789 2/2 [==============================] - 0s 20ms/step >11, 377/693, d1=0.707, d2=0.670 g=0.751 2/2 [==============================] - 0s 18ms/step >11, 378/693, d1=0.716, d2=0.659 g=0.761 2/2 [==============================] - 0s 17ms/step >11, 379/693, d1=0.696, d2=0.675 g=0.765 2/2 [==============================] - 0s 18ms/step >11, 380/693, d1=0.698, d2=0.682 g=0.763 2/2 [==============================] - 0s 19ms/step >11, 381/693, d1=0.653, d2=0.683 g=0.765 2/2 [==============================] - 0s 17ms/step >11, 382/693, d1=0.649, d2=0.666 g=0.739 2/2 [==============================] - 0s 18ms/step >11, 383/693, d1=0.646, d2=0.730 g=0.745 2/2 [==============================] - 0s 18ms/step >11, 384/693, d1=0.645, d2=0.715 g=0.728 2/2 [==============================] - 0s 18ms/step >11, 385/693, d1=0.647, d2=0.664 g=0.745 2/2 [==============================] - 0s 18ms/step >11, 386/693, d1=0.649, d2=0.671 g=0.783 2/2 [==============================] - 0s 18ms/step >11, 387/693, d1=0.680, d2=0.672 g=0.789 2/2 [==============================] - 0s 19ms/step >11, 388/693, d1=0.700, d2=0.650 g=0.790 2/2 [==============================] - 0s 19ms/step >11, 389/693, d1=0.664, d2=0.666 g=0.774 2/2 [==============================] - 0s 17ms/step >11, 390/693, d1=0.675, d2=0.645 g=0.787 2/2 [==============================] - 0s 20ms/step >11, 391/693, d1=0.710, d2=0.680 g=0.785 2/2 [==============================] - 0s 18ms/step >11, 392/693, d1=0.690, d2=0.684 g=0.757 2/2 [==============================] - 0s 18ms/step >11, 393/693, d1=0.667, d2=0.705 g=0.772 2/2 [==============================] - 0s 18ms/step >11, 394/693, d1=0.709, d2=0.663 g=0.779 2/2 [==============================] - 0s 19ms/step >11, 395/693, d1=0.668, d2=0.687 g=0.757 2/2 [==============================] - 0s 19ms/step >11, 396/693, d1=0.687, d2=0.694 g=0.784 2/2 [==============================] - 0s 18ms/step >11, 397/693, d1=0.682, d2=0.692 g=0.770 2/2 [==============================] - 0s 19ms/step >11, 398/693, d1=0.673, d2=0.685 g=0.765 2/2 [==============================] - 0s 17ms/step >11, 399/693, d1=0.683, d2=0.674 g=0.751 2/2 [==============================] - 0s 17ms/step >11, 400/693, d1=0.683, d2=0.660 g=0.759 2/2 [==============================] - 0s 18ms/step >11, 401/693, d1=0.677, d2=0.678 g=0.773 2/2 [==============================] - 0s 17ms/step >11, 402/693, d1=0.663, d2=0.678 g=0.751 2/2 [==============================] - 0s 19ms/step >11, 403/693, d1=0.647, d2=0.703 g=0.747 2/2 [==============================] - 0s 19ms/step >11, 404/693, d1=0.633, d2=0.697 g=0.765 2/2 [==============================] - 0s 18ms/step >11, 405/693, d1=0.633, d2=0.668 g=0.747 2/2 [==============================] - 0s 19ms/step >11, 406/693, d1=0.649, d2=0.726 g=0.758 2/2 [==============================] - 0s 18ms/step >11, 407/693, d1=0.665, d2=0.691 g=0.770 2/2 [==============================] - 0s 20ms/step >11, 408/693, d1=0.648, d2=0.675 g=0.754 2/2 [==============================] - 0s 18ms/step >11, 409/693, d1=0.650, d2=0.673 g=0.759 2/2 [==============================] - 0s 20ms/step >11, 410/693, d1=0.682, d2=0.700 g=0.791 2/2 [==============================] - 0s 18ms/step >11, 411/693, d1=0.705, d2=0.680 g=0.776 2/2 [==============================] - 0s 19ms/step >11, 412/693, d1=0.662, d2=0.660 g=0.770 2/2 [==============================] - 0s 19ms/step >11, 413/693, d1=0.660, d2=0.662 g=0.745 2/2 [==============================] - 0s 20ms/step >11, 414/693, d1=0.676, d2=0.667 g=0.766 2/2 [==============================] - 0s 18ms/step >11, 415/693, d1=0.695, d2=0.661 g=0.777 2/2 [==============================] - 0s 20ms/step >11, 416/693, d1=0.647, d2=0.695 g=0.747 2/2 [==============================] - 0s 17ms/step >11, 417/693, d1=0.690, d2=0.692 g=0.737 2/2 [==============================] - 0s 19ms/step >11, 418/693, d1=0.673, d2=0.670 g=0.775 2/2 [==============================] - 0s 18ms/step >11, 419/693, d1=0.646, d2=0.650 g=0.776 2/2 [==============================] - 0s 18ms/step >11, 420/693, d1=0.664, d2=0.674 g=0.791 2/2 [==============================] - 0s 17ms/step >11, 421/693, d1=0.673, d2=0.661 g=0.781 2/2 [==============================] - 0s 20ms/step >11, 422/693, d1=0.692, d2=0.698 g=0.782 2/2 [==============================] - 0s 19ms/step >11, 423/693, d1=0.668, d2=0.666 g=0.764 2/2 [==============================] - 0s 19ms/step >11, 424/693, d1=0.707, d2=0.661 g=0.764 2/2 [==============================] - 0s 19ms/step >11, 425/693, d1=0.671, d2=0.698 g=0.768 2/2 [==============================] - 0s 18ms/step >11, 426/693, d1=0.723, d2=0.701 g=0.781 2/2 [==============================] - 0s 17ms/step >11, 427/693, d1=0.680, d2=0.647 g=0.777 2/2 [==============================] - 0s 19ms/step >11, 428/693, d1=0.709, d2=0.646 g=0.773 2/2 [==============================] - 0s 19ms/step >11, 429/693, d1=0.697, d2=0.677 g=0.756 2/2 [==============================] - 0s 19ms/step >11, 430/693, d1=0.672, d2=0.709 g=0.769 2/2 [==============================] - 0s 17ms/step >11, 431/693, d1=0.655, d2=0.704 g=0.766 2/2 [==============================] - 0s 17ms/step >11, 432/693, d1=0.631, d2=0.665 g=0.774 2/2 [==============================] - 0s 18ms/step >11, 433/693, d1=0.684, d2=0.719 g=0.749 2/2 [==============================] - 0s 16ms/step >11, 434/693, d1=0.665, d2=0.702 g=0.759 2/2 [==============================] - 0s 19ms/step >11, 435/693, d1=0.652, d2=0.685 g=0.769 2/2 [==============================] - 0s 19ms/step >11, 436/693, d1=0.670, d2=0.684 g=0.768 2/2 [==============================] - 0s 20ms/step >11, 437/693, d1=0.697, d2=0.673 g=0.755 2/2 [==============================] - 0s 17ms/step >11, 438/693, d1=0.667, d2=0.669 g=0.759 2/2 [==============================] - 0s 20ms/step >11, 439/693, d1=0.689, d2=0.639 g=0.758 2/2 [==============================] - 0s 19ms/step >11, 440/693, d1=0.662, d2=0.718 g=0.765 2/2 [==============================] - 0s 17ms/step >11, 441/693, d1=0.705, d2=0.678 g=0.760 2/2 [==============================] - 0s 19ms/step >11, 442/693, d1=0.659, d2=0.664 g=0.764 2/2 [==============================] - 0s 18ms/step >11, 443/693, d1=0.650, d2=0.694 g=0.757 2/2 [==============================] - 0s 19ms/step >11, 444/693, d1=0.701, d2=0.658 g=0.782 2/2 [==============================] - 0s 18ms/step >11, 445/693, d1=0.680, d2=0.679 g=0.766 2/2 [==============================] - 0s 19ms/step >11, 446/693, d1=0.706, d2=0.711 g=0.751 2/2 [==============================] - 0s 17ms/step >11, 447/693, d1=0.661, d2=0.672 g=0.750 2/2 [==============================] - 0s 20ms/step >11, 448/693, d1=0.666, d2=0.662 g=0.764 2/2 [==============================] - 0s 18ms/step >11, 449/693, d1=0.664, d2=0.683 g=0.751 2/2 [==============================] - 0s 19ms/step >11, 450/693, d1=0.645, d2=0.683 g=0.752 2/2 [==============================] - 0s 20ms/step >11, 451/693, d1=0.678, d2=0.691 g=0.737 2/2 [==============================] - 0s 20ms/step >11, 452/693, d1=0.654, d2=0.654 g=0.757 2/2 [==============================] - 0s 17ms/step >11, 453/693, d1=0.640, d2=0.741 g=0.775 2/2 [==============================] - 0s 21ms/step >11, 454/693, d1=0.662, d2=0.675 g=0.807 2/2 [==============================] - 0s 18ms/step >11, 455/693, d1=0.702, d2=0.650 g=0.798 2/2 [==============================] - 0s 18ms/step >11, 456/693, d1=0.672, d2=0.654 g=0.777 2/2 [==============================] - 0s 16ms/step >11, 457/693, d1=0.687, d2=0.676 g=0.774 2/2 [==============================] - 0s 17ms/step >11, 458/693, d1=0.710, d2=0.664 g=0.763 2/2 [==============================] - 0s 18ms/step >11, 459/693, d1=0.689, d2=0.665 g=0.792 2/2 [==============================] - 0s 19ms/step >11, 460/693, d1=0.688, d2=0.656 g=0.781 2/2 [==============================] - 0s 17ms/step >11, 461/693, d1=0.684, d2=0.654 g=0.745 2/2 [==============================] - 0s 18ms/step >11, 462/693, d1=0.667, d2=0.693 g=0.762 2/2 [==============================] - 0s 19ms/step >11, 463/693, d1=0.683, d2=0.671 g=0.769 2/2 [==============================] - 0s 17ms/step >11, 464/693, d1=0.662, d2=0.673 g=0.776 2/2 [==============================] - 0s 19ms/step >11, 465/693, d1=0.676, d2=0.691 g=0.798 2/2 [==============================] - 0s 18ms/step >11, 466/693, d1=0.677, d2=0.679 g=0.790 2/2 [==============================] - 0s 18ms/step >11, 467/693, d1=0.684, d2=0.674 g=0.748 2/2 [==============================] - 0s 19ms/step >11, 468/693, d1=0.666, d2=0.689 g=0.756 2/2 [==============================] - 0s 19ms/step >11, 469/693, d1=0.642, d2=0.671 g=0.749 2/2 [==============================] - 0s 18ms/step >11, 470/693, d1=0.655, d2=0.696 g=0.825 2/2 [==============================] - 0s 19ms/step >11, 471/693, d1=0.680, d2=0.681 g=0.817 2/2 [==============================] - 0s 18ms/step >11, 472/693, d1=0.706, d2=0.656 g=0.777 2/2 [==============================] - 0s 20ms/step >11, 473/693, d1=0.688, d2=0.665 g=0.782 2/2 [==============================] - 0s 19ms/step >11, 474/693, d1=0.685, d2=0.660 g=0.778 2/2 [==============================] - 0s 18ms/step >11, 475/693, d1=0.698, d2=0.678 g=0.785 2/2 [==============================] - 0s 17ms/step >11, 476/693, d1=0.692, d2=0.636 g=0.779 2/2 [==============================] - 0s 19ms/step >11, 477/693, d1=0.696, d2=0.689 g=0.765 2/2 [==============================] - 0s 20ms/step >11, 478/693, d1=0.680, d2=0.682 g=0.785 2/2 [==============================] - 0s 17ms/step >11, 479/693, d1=0.704, d2=0.667 g=0.770 2/2 [==============================] - 0s 18ms/step >11, 480/693, d1=0.670, d2=0.675 g=0.769 2/2 [==============================] - 0s 19ms/step >11, 481/693, d1=0.665, d2=0.701 g=0.780 2/2 [==============================] - 0s 18ms/step >11, 482/693, d1=0.684, d2=0.717 g=0.757 2/2 [==============================] - 0s 19ms/step >11, 483/693, d1=0.722, d2=0.692 g=0.779 2/2 [==============================] - 0s 19ms/step >11, 484/693, d1=0.658, d2=0.674 g=0.770 2/2 [==============================] - 0s 20ms/step >11, 485/693, d1=0.666, d2=0.662 g=0.752 2/2 [==============================] - 0s 19ms/step >11, 486/693, d1=0.713, d2=0.690 g=0.778 2/2 [==============================] - 0s 19ms/step >11, 487/693, d1=0.655, d2=0.674 g=0.783 2/2 [==============================] - 0s 18ms/step >11, 488/693, d1=0.687, d2=0.687 g=0.768 2/2 [==============================] - 0s 19ms/step >11, 489/693, d1=0.685, d2=0.682 g=0.787 2/2 [==============================] - 0s 19ms/step >11, 490/693, d1=0.655, d2=0.689 g=0.775 2/2 [==============================] - 0s 18ms/step >11, 491/693, d1=0.636, d2=0.657 g=0.766 2/2 [==============================] - 0s 19ms/step >11, 492/693, d1=0.711, d2=0.694 g=0.748 2/2 [==============================] - 0s 18ms/step >11, 493/693, d1=0.677, d2=0.702 g=0.754 2/2 [==============================] - 0s 18ms/step >11, 494/693, d1=0.659, d2=0.675 g=0.779 2/2 [==============================] - 0s 17ms/step >11, 495/693, d1=0.680, d2=0.673 g=0.767 2/2 [==============================] - 0s 19ms/step >11, 496/693, d1=0.671, d2=0.653 g=0.791 2/2 [==============================] - 0s 19ms/step >11, 497/693, d1=0.678, d2=0.696 g=0.792 2/2 [==============================] - 0s 17ms/step >11, 498/693, d1=0.726, d2=0.650 g=0.781 2/2 [==============================] - 0s 18ms/step >11, 499/693, d1=0.695, d2=0.665 g=0.772 2/2 [==============================] - 0s 20ms/step >11, 500/693, d1=0.671, d2=0.669 g=0.772 2/2 [==============================] - 0s 18ms/step >11, 501/693, d1=0.694, d2=0.668 g=0.750 2/2 [==============================] - 0s 20ms/step >11, 502/693, d1=0.679, d2=0.670 g=0.767 2/2 [==============================] - 0s 20ms/step >11, 503/693, d1=0.657, d2=0.652 g=0.773 2/2 [==============================] - 0s 18ms/step >11, 504/693, d1=0.665, d2=0.681 g=0.774 2/2 [==============================] - 0s 17ms/step >11, 505/693, d1=0.626, d2=0.669 g=0.773 2/2 [==============================] - 0s 18ms/step >11, 506/693, d1=0.714, d2=0.688 g=0.772 2/2 [==============================] - 0s 20ms/step >11, 507/693, d1=0.665, d2=0.670 g=0.786 2/2 [==============================] - 0s 17ms/step >11, 508/693, d1=0.673, d2=0.695 g=0.773 2/2 [==============================] - 0s 18ms/step >11, 509/693, d1=0.701, d2=0.673 g=0.759 2/2 [==============================] - 0s 20ms/step >11, 510/693, d1=0.703, d2=0.721 g=0.763 2/2 [==============================] - 0s 17ms/step >11, 511/693, d1=0.667, d2=0.677 g=0.768 2/2 [==============================] - 0s 18ms/step >11, 512/693, d1=0.666, d2=0.676 g=0.745 2/2 [==============================] - 0s 18ms/step >11, 513/693, d1=0.653, d2=0.684 g=0.741 2/2 [==============================] - 0s 20ms/step >11, 514/693, d1=0.702, d2=0.720 g=0.775 2/2 [==============================] - 0s 19ms/step >11, 515/693, d1=0.618, d2=0.693 g=0.778 2/2 [==============================] - 0s 19ms/step >11, 516/693, d1=0.691, d2=0.643 g=0.784 2/2 [==============================] - 0s 19ms/step >11, 517/693, d1=0.720, d2=0.659 g=0.789 2/2 [==============================] - 0s 20ms/step >11, 518/693, d1=0.711, d2=0.663 g=0.777 2/2 [==============================] - 0s 18ms/step >11, 519/693, d1=0.660, d2=0.669 g=0.784 2/2 [==============================] - 0s 18ms/step >11, 520/693, d1=0.663, d2=0.658 g=0.790 2/2 [==============================] - 0s 19ms/step >11, 521/693, d1=0.711, d2=0.641 g=0.795 2/2 [==============================] - 0s 18ms/step >11, 522/693, d1=0.675, d2=0.718 g=0.777 2/2 [==============================] - 0s 16ms/step >11, 523/693, d1=0.715, d2=0.685 g=0.778 2/2 [==============================] - 0s 18ms/step >11, 524/693, d1=0.690, d2=0.694 g=0.779 2/2 [==============================] - 0s 18ms/step >11, 525/693, d1=0.697, d2=0.664 g=0.740 2/2 [==============================] - 0s 18ms/step >11, 526/693, d1=0.658, d2=0.691 g=0.780 2/2 [==============================] - 0s 19ms/step >11, 527/693, d1=0.642, d2=0.658 g=0.760 2/2 [==============================] - 0s 18ms/step >11, 528/693, d1=0.685, d2=0.701 g=0.736 2/2 [==============================] - 0s 20ms/step >11, 529/693, d1=0.668, d2=0.692 g=0.756 2/2 [==============================] - 0s 19ms/step >11, 530/693, d1=0.649, d2=0.697 g=0.749 2/2 [==============================] - 0s 19ms/step >11, 531/693, d1=0.652, d2=0.697 g=0.761 2/2 [==============================] - 0s 18ms/step >11, 532/693, d1=0.687, d2=0.686 g=0.779 2/2 [==============================] - 0s 19ms/step >11, 533/693, d1=0.658, d2=0.679 g=0.757 2/2 [==============================] - 0s 18ms/step >11, 534/693, d1=0.646, d2=0.682 g=0.771 2/2 [==============================] - 0s 18ms/step >11, 535/693, d1=0.688, d2=0.656 g=0.775 2/2 [==============================] - 0s 17ms/step >11, 536/693, d1=0.679, d2=0.639 g=0.778 2/2 [==============================] - 0s 18ms/step >11, 537/693, d1=0.695, d2=0.658 g=0.767 2/2 [==============================] - 0s 20ms/step >11, 538/693, d1=0.707, d2=0.676 g=0.800 2/2 [==============================] - 0s 19ms/step >11, 539/693, d1=0.690, d2=0.672 g=0.784 2/2 [==============================] - 0s 20ms/step >11, 540/693, d1=0.686, d2=0.701 g=0.800 2/2 [==============================] - 0s 18ms/step >11, 541/693, d1=0.694, d2=0.612 g=0.812 2/2 [==============================] - 0s 20ms/step >11, 542/693, d1=0.691, d2=0.668 g=0.765 2/2 [==============================] - 0s 18ms/step >11, 543/693, d1=0.665, d2=0.678 g=0.770 2/2 [==============================] - 0s 18ms/step >11, 544/693, d1=0.671, d2=0.682 g=0.759 2/2 [==============================] - 0s 17ms/step >11, 545/693, d1=0.678, d2=0.707 g=0.763 2/2 [==============================] - 0s 19ms/step >11, 546/693, d1=0.654, d2=0.674 g=0.791 2/2 [==============================] - 0s 20ms/step >11, 547/693, d1=0.674, d2=0.664 g=0.759 2/2 [==============================] - 0s 19ms/step >11, 548/693, d1=0.702, d2=0.673 g=0.768 2/2 [==============================] - 0s 18ms/step >11, 549/693, d1=0.663, d2=0.685 g=0.756 2/2 [==============================] - 0s 18ms/step >11, 550/693, d1=0.666, d2=0.694 g=0.747 2/2 [==============================] - 0s 19ms/step >11, 551/693, d1=0.658, d2=0.708 g=0.750 2/2 [==============================] - 0s 18ms/step >11, 552/693, d1=0.673, d2=0.704 g=0.751 2/2 [==============================] - 0s 18ms/step >11, 553/693, d1=0.651, d2=0.711 g=0.774 2/2 [==============================] - 0s 20ms/step >11, 554/693, d1=0.664, d2=0.673 g=0.739 2/2 [==============================] - 0s 17ms/step >11, 555/693, d1=0.650, d2=0.701 g=0.744 2/2 [==============================] - 0s 21ms/step >11, 556/693, d1=0.644, d2=0.676 g=0.764 2/2 [==============================] - 0s 19ms/step >11, 557/693, d1=0.680, d2=0.698 g=0.774 2/2 [==============================] - 0s 19ms/step >11, 558/693, d1=0.671, d2=0.682 g=0.793 2/2 [==============================] - 0s 19ms/step >11, 559/693, d1=0.716, d2=0.693 g=0.764 2/2 [==============================] - 0s 19ms/step >11, 560/693, d1=0.670, d2=0.658 g=0.760 2/2 [==============================] - 0s 20ms/step >11, 561/693, d1=0.695, d2=0.664 g=0.745 2/2 [==============================] - 0s 19ms/step >11, 562/693, d1=0.674, d2=0.693 g=0.772 2/2 [==============================] - 0s 19ms/step >11, 563/693, d1=0.639, d2=0.687 g=0.761 2/2 [==============================] - 0s 18ms/step >11, 564/693, d1=0.709, d2=0.696 g=0.740 2/2 [==============================] - 0s 19ms/step >11, 565/693, d1=0.633, d2=0.719 g=0.743 2/2 [==============================] - 0s 20ms/step >11, 566/693, d1=0.651, d2=0.694 g=0.747 2/2 [==============================] - 0s 19ms/step >11, 567/693, d1=0.641, d2=0.690 g=0.763 2/2 [==============================] - 0s 19ms/step >11, 568/693, d1=0.716, d2=0.691 g=0.783 2/2 [==============================] - 0s 19ms/step >11, 569/693, d1=0.691, d2=0.663 g=0.759 2/2 [==============================] - 0s 18ms/step >11, 570/693, d1=0.694, d2=0.669 g=0.770 2/2 [==============================] - 0s 20ms/step >11, 571/693, d1=0.671, d2=0.679 g=0.782 2/2 [==============================] - 0s 17ms/step >11, 572/693, d1=0.660, d2=0.666 g=0.772 2/2 [==============================] - 0s 18ms/step >11, 573/693, d1=0.675, d2=0.680 g=0.777 2/2 [==============================] - 0s 19ms/step >11, 574/693, d1=0.686, d2=0.685 g=0.757 2/2 [==============================] - 0s 18ms/step >11, 575/693, d1=0.635, d2=0.694 g=0.771 2/2 [==============================] - 0s 17ms/step >11, 576/693, d1=0.659, d2=0.674 g=0.793 2/2 [==============================] - 0s 19ms/step >11, 577/693, d1=0.686, d2=0.662 g=0.790 2/2 [==============================] - 0s 19ms/step >11, 578/693, d1=0.699, d2=0.651 g=0.759 2/2 [==============================] - 0s 19ms/step >11, 579/693, d1=0.694, d2=0.685 g=0.765 2/2 [==============================] - 0s 18ms/step >11, 580/693, d1=0.690, d2=0.679 g=0.757 2/2 [==============================] - 0s 19ms/step >11, 581/693, d1=0.679, d2=0.701 g=0.763 2/2 [==============================] - 0s 20ms/step >11, 582/693, d1=0.653, d2=0.671 g=0.744 2/2 [==============================] - 0s 20ms/step >11, 583/693, d1=0.681, d2=0.703 g=0.736 2/2 [==============================] - 0s 19ms/step >11, 584/693, d1=0.672, d2=0.680 g=0.766 2/2 [==============================] - 0s 17ms/step >11, 585/693, d1=0.655, d2=0.706 g=0.753 2/2 [==============================] - 0s 20ms/step >11, 586/693, d1=0.697, d2=0.678 g=0.772 2/2 [==============================] - 0s 18ms/step >11, 587/693, d1=0.666, d2=0.670 g=0.775 2/2 [==============================] - 0s 19ms/step >11, 588/693, d1=0.666, d2=0.672 g=0.790 2/2 [==============================] - 0s 17ms/step >11, 589/693, d1=0.693, d2=0.676 g=0.792 2/2 [==============================] - 0s 19ms/step >11, 590/693, d1=0.694, d2=0.676 g=0.798 2/2 [==============================] - 0s 20ms/step >11, 591/693, d1=0.701, d2=0.657 g=0.805 2/2 [==============================] - 0s 18ms/step >11, 592/693, d1=0.694, d2=0.648 g=0.749 2/2 [==============================] - 0s 20ms/step >11, 593/693, d1=0.685, d2=0.691 g=0.793 2/2 [==============================] - 0s 19ms/step >11, 594/693, d1=0.634, d2=0.697 g=0.760 2/2 [==============================] - 0s 19ms/step >11, 595/693, d1=0.682, d2=0.666 g=0.746 2/2 [==============================] - 0s 18ms/step >11, 596/693, d1=0.672, d2=0.650 g=0.763 2/2 [==============================] - 0s 18ms/step >11, 597/693, d1=0.652, d2=0.653 g=0.768 2/2 [==============================] - 0s 20ms/step >11, 598/693, d1=0.692, d2=0.666 g=0.758 2/2 [==============================] - 0s 20ms/step >11, 599/693, d1=0.674, d2=0.689 g=0.754 2/2 [==============================] - 0s 17ms/step >11, 600/693, d1=0.652, d2=0.666 g=0.758 2/2 [==============================] - 0s 17ms/step >11, 601/693, d1=0.648, d2=0.700 g=0.760 2/2 [==============================] - 0s 18ms/step >11, 602/693, d1=0.657, d2=0.665 g=0.767 2/2 [==============================] - 0s 20ms/step >11, 603/693, d1=0.658, d2=0.670 g=0.758 2/2 [==============================] - 0s 18ms/step >11, 604/693, d1=0.678, d2=0.676 g=0.781 2/2 [==============================] - 0s 20ms/step >11, 605/693, d1=0.671, d2=0.681 g=0.772 2/2 [==============================] - 0s 19ms/step >11, 606/693, d1=0.702, d2=0.639 g=0.781 2/2 [==============================] - 0s 19ms/step >11, 607/693, d1=0.677, d2=0.694 g=0.773 2/2 [==============================] - 0s 19ms/step >11, 608/693, d1=0.676, d2=0.702 g=0.780 2/2 [==============================] - 0s 20ms/step >11, 609/693, d1=0.712, d2=0.681 g=0.780 2/2 [==============================] - 0s 17ms/step >11, 610/693, d1=0.689, d2=0.664 g=0.778 2/2 [==============================] - 0s 18ms/step >11, 611/693, d1=0.708, d2=0.654 g=0.803 2/2 [==============================] - 0s 19ms/step >11, 612/693, d1=0.641, d2=0.636 g=0.786 2/2 [==============================] - 0s 19ms/step >11, 613/693, d1=0.700, d2=0.641 g=0.773 2/2 [==============================] - 0s 18ms/step >11, 614/693, d1=0.687, d2=0.691 g=0.763 2/2 [==============================] - 0s 19ms/step >11, 615/693, d1=0.652, d2=0.733 g=0.767 2/2 [==============================] - 0s 19ms/step >11, 616/693, d1=0.680, d2=0.696 g=0.750 2/2 [==============================] - 0s 19ms/step >11, 617/693, d1=0.666, d2=0.725 g=0.772 2/2 [==============================] - 0s 17ms/step >11, 618/693, d1=0.692, d2=0.670 g=0.785 2/2 [==============================] - 0s 21ms/step >11, 619/693, d1=0.694, d2=0.644 g=0.806 2/2 [==============================] - 0s 17ms/step >11, 620/693, d1=0.693, d2=0.653 g=0.797 2/2 [==============================] - 0s 18ms/step >11, 621/693, d1=0.678, d2=0.647 g=0.793 2/2 [==============================] - 0s 20ms/step >11, 622/693, d1=0.699, d2=0.662 g=0.822 2/2 [==============================] - 0s 18ms/step >11, 623/693, d1=0.723, d2=0.669 g=0.801 2/2 [==============================] - 0s 20ms/step >11, 624/693, d1=0.686, d2=0.624 g=0.790 2/2 [==============================] - 0s 17ms/step >11, 625/693, d1=0.664, d2=0.659 g=0.770 2/2 [==============================] - 0s 19ms/step >11, 626/693, d1=0.681, d2=0.663 g=0.779 2/2 [==============================] - 0s 18ms/step >11, 627/693, d1=0.716, d2=0.630 g=0.769 2/2 [==============================] - 0s 18ms/step >11, 628/693, d1=0.687, d2=0.695 g=0.766 2/2 [==============================] - 0s 18ms/step >11, 629/693, d1=0.646, d2=0.715 g=0.742 2/2 [==============================] - 0s 20ms/step >11, 630/693, d1=0.640, d2=0.679 g=0.758 2/2 [==============================] - 0s 20ms/step >11, 631/693, d1=0.652, d2=0.698 g=0.764 2/2 [==============================] - 0s 19ms/step >11, 632/693, d1=0.674, d2=0.682 g=0.789 2/2 [==============================] - 0s 20ms/step >11, 633/693, d1=0.675, d2=0.683 g=0.743 2/2 [==============================] - 0s 21ms/step >11, 634/693, d1=0.677, d2=0.673 g=0.774 2/2 [==============================] - 0s 20ms/step >11, 635/693, d1=0.669, d2=0.717 g=0.797 2/2 [==============================] - 0s 18ms/step >11, 636/693, d1=0.655, d2=0.673 g=0.789 2/2 [==============================] - 0s 19ms/step >11, 637/693, d1=0.635, d2=0.694 g=0.746 2/2 [==============================] - 0s 18ms/step >11, 638/693, d1=0.671, d2=0.716 g=0.751 2/2 [==============================] - 0s 20ms/step >11, 639/693, d1=0.631, d2=0.694 g=0.775 2/2 [==============================] - 0s 19ms/step >11, 640/693, d1=0.652, d2=0.669 g=0.756 2/2 [==============================] - 0s 20ms/step >11, 641/693, d1=0.678, d2=0.682 g=0.762 2/2 [==============================] - 0s 18ms/step >11, 642/693, d1=0.730, d2=0.653 g=0.781 2/2 [==============================] - 0s 19ms/step >11, 643/693, d1=0.657, d2=0.662 g=0.765 2/2 [==============================] - 0s 20ms/step >11, 644/693, d1=0.657, d2=0.693 g=0.762 2/2 [==============================] - 0s 17ms/step >11, 645/693, d1=0.686, d2=0.698 g=0.755 2/2 [==============================] - 0s 19ms/step >11, 646/693, d1=0.654, d2=0.676 g=0.776 2/2 [==============================] - 0s 18ms/step >11, 647/693, d1=0.655, d2=0.650 g=0.767 2/2 [==============================] - 0s 20ms/step >11, 648/693, d1=0.698, d2=0.672 g=0.758 2/2 [==============================] - 0s 19ms/step >11, 649/693, d1=0.675, d2=0.677 g=0.787 2/2 [==============================] - 0s 17ms/step >11, 650/693, d1=0.667, d2=0.669 g=0.785 2/2 [==============================] - 0s 18ms/step >11, 651/693, d1=0.663, d2=0.684 g=0.753 2/2 [==============================] - 0s 19ms/step >11, 652/693, d1=0.667, d2=0.668 g=0.743 2/2 [==============================] - 0s 19ms/step >11, 653/693, d1=0.680, d2=0.719 g=0.753 2/2 [==============================] - 0s 18ms/step >11, 654/693, d1=0.642, d2=0.715 g=0.797 2/2 [==============================] - 0s 18ms/step >11, 655/693, d1=0.676, d2=0.667 g=0.839 2/2 [==============================] - 0s 19ms/step >11, 656/693, d1=0.694, d2=0.622 g=0.794 2/2 [==============================] - 0s 19ms/step >11, 657/693, d1=0.684, d2=0.659 g=0.784 2/2 [==============================] - 0s 20ms/step >11, 658/693, d1=0.728, d2=0.669 g=0.792 2/2 [==============================] - 0s 18ms/step >11, 659/693, d1=0.674, d2=0.647 g=0.790 2/2 [==============================] - 0s 19ms/step >11, 660/693, d1=0.686, d2=0.700 g=0.810 2/2 [==============================] - 0s 18ms/step >11, 661/693, d1=0.670, d2=0.705 g=0.799 2/2 [==============================] - 0s 19ms/step >11, 662/693, d1=0.683, d2=0.643 g=0.789 2/2 [==============================] - 0s 19ms/step >11, 663/693, d1=0.697, d2=0.659 g=0.803 2/2 [==============================] - 0s 18ms/step >11, 664/693, d1=0.737, d2=0.622 g=0.779 2/2 [==============================] - 0s 19ms/step >11, 665/693, d1=0.680, d2=0.642 g=0.772 2/2 [==============================] - 0s 19ms/step >11, 666/693, d1=0.701, d2=0.683 g=0.771 2/2 [==============================] - 0s 19ms/step >11, 667/693, d1=0.705, d2=0.666 g=0.745 2/2 [==============================] - 0s 17ms/step >11, 668/693, d1=0.664, d2=0.676 g=0.780 2/2 [==============================] - 0s 16ms/step >11, 669/693, d1=0.647, d2=0.673 g=0.757 2/2 [==============================] - 0s 19ms/step >11, 670/693, d1=0.666, d2=0.696 g=0.788 2/2 [==============================] - 0s 18ms/step >11, 671/693, d1=0.663, d2=0.693 g=0.773 2/2 [==============================] - 0s 16ms/step >11, 672/693, d1=0.640, d2=0.706 g=0.754 2/2 [==============================] - 0s 19ms/step >11, 673/693, d1=0.690, d2=0.718 g=0.779 2/2 [==============================] - 0s 19ms/step >11, 674/693, d1=0.714, d2=0.685 g=0.781 2/2 [==============================] - 0s 19ms/step >11, 675/693, d1=0.674, d2=0.670 g=0.757 2/2 [==============================] - 0s 18ms/step >11, 676/693, d1=0.699, d2=0.673 g=0.783 2/2 [==============================] - 0s 18ms/step >11, 677/693, d1=0.668, d2=0.688 g=0.794 2/2 [==============================] - 0s 19ms/step >11, 678/693, d1=0.685, d2=0.731 g=0.776 2/2 [==============================] - 0s 18ms/step >11, 679/693, d1=0.642, d2=0.654 g=0.788 2/2 [==============================] - 0s 20ms/step >11, 680/693, d1=0.676, d2=0.662 g=0.792 2/2 [==============================] - 0s 21ms/step >11, 681/693, d1=0.665, d2=0.632 g=0.777 2/2 [==============================] - 0s 18ms/step >11, 682/693, d1=0.681, d2=0.683 g=0.806 2/2 [==============================] - 0s 19ms/step >11, 683/693, d1=0.675, d2=0.657 g=0.763 2/2 [==============================] - 0s 17ms/step >11, 684/693, d1=0.628, d2=0.673 g=0.769 2/2 [==============================] - 0s 18ms/step >11, 685/693, d1=0.668, d2=0.680 g=0.769 2/2 [==============================] - 0s 18ms/step >11, 686/693, d1=0.671, d2=0.676 g=0.771 2/2 [==============================] - 0s 18ms/step >11, 687/693, d1=0.662, d2=0.637 g=0.795 2/2 [==============================] - 0s 20ms/step >11, 688/693, d1=0.693, d2=0.691 g=0.777 2/2 [==============================] - 0s 18ms/step >11, 689/693, d1=0.674, d2=0.703 g=0.772 2/2 [==============================] - 0s 18ms/step >11, 690/693, d1=0.675, d2=0.686 g=0.805 2/2 [==============================] - 0s 18ms/step >11, 691/693, d1=0.708, d2=0.665 g=0.797 2/2 [==============================] - 0s 18ms/step >11, 692/693, d1=0.650, d2=0.678 g=0.747 2/2 [==============================] - 0s 20ms/step >11, 693/693, d1=0.679, d2=0.708 g=0.763 2/2 [==============================] - 0s 19ms/step >12, 1/693, d1=0.665, d2=0.632 g=0.788 2/2 [==============================] - 0s 17ms/step >12, 2/693, d1=0.663, d2=0.679 g=0.756 2/2 [==============================] - 0s 18ms/step >12, 3/693, d1=0.708, d2=0.683 g=0.764 2/2 [==============================] - 0s 19ms/step >12, 4/693, d1=0.653, d2=0.662 g=0.756 2/2 [==============================] - 0s 20ms/step >12, 5/693, d1=0.658, d2=0.691 g=0.785 2/2 [==============================] - 0s 19ms/step >12, 6/693, d1=0.641, d2=0.671 g=0.774 2/2 [==============================] - 0s 19ms/step >12, 7/693, d1=0.696, d2=0.670 g=0.777 2/2 [==============================] - 0s 18ms/step >12, 8/693, d1=0.694, d2=0.668 g=0.754 2/2 [==============================] - 0s 18ms/step >12, 9/693, d1=0.681, d2=0.668 g=0.782 2/2 [==============================] - 0s 19ms/step >12, 10/693, d1=0.683, d2=0.676 g=0.765 2/2 [==============================] - 0s 17ms/step >12, 11/693, d1=0.688, d2=0.631 g=0.782 2/2 [==============================] - 0s 18ms/step >12, 12/693, d1=0.660, d2=0.670 g=0.785 2/2 [==============================] - 0s 19ms/step >12, 13/693, d1=0.680, d2=0.668 g=0.752 2/2 [==============================] - 0s 18ms/step >12, 14/693, d1=0.699, d2=0.675 g=0.740 2/2 [==============================] - 0s 19ms/step >12, 15/693, d1=0.653, d2=0.639 g=0.783 2/2 [==============================] - 0s 19ms/step >12, 16/693, d1=0.655, d2=0.664 g=0.791 2/2 [==============================] - 0s 17ms/step >12, 17/693, d1=0.669, d2=0.691 g=0.767 2/2 [==============================] - 0s 19ms/step >12, 18/693, d1=0.666, d2=0.684 g=0.751 2/2 [==============================] - 0s 21ms/step >12, 19/693, d1=0.664, d2=0.646 g=0.746 2/2 [==============================] - 0s 17ms/step >12, 20/693, d1=0.667, d2=0.701 g=0.781 2/2 [==============================] - 0s 17ms/step >12, 21/693, d1=0.631, d2=0.733 g=0.784 2/2 [==============================] - 0s 18ms/step >12, 22/693, d1=0.673, d2=0.663 g=0.796 2/2 [==============================] - 0s 19ms/step >12, 23/693, d1=0.691, d2=0.692 g=0.744 2/2 [==============================] - 0s 18ms/step >12, 24/693, d1=0.646, d2=0.695 g=0.770 2/2 [==============================] - 0s 19ms/step >12, 25/693, d1=0.670, d2=0.744 g=0.734 2/2 [==============================] - 0s 17ms/step >12, 26/693, d1=0.659, d2=0.723 g=0.754 2/2 [==============================] - 0s 18ms/step >12, 27/693, d1=0.702, d2=0.713 g=0.783 2/2 [==============================] - 0s 19ms/step >12, 28/693, d1=0.652, d2=0.657 g=0.778 2/2 [==============================] - 0s 19ms/step >12, 29/693, d1=0.709, d2=0.699 g=0.777 2/2 [==============================] - 0s 19ms/step >12, 30/693, d1=0.652, d2=0.650 g=0.770 2/2 [==============================] - 0s 19ms/step >12, 31/693, d1=0.677, d2=0.651 g=0.775 2/2 [==============================] - 0s 19ms/step >12, 32/693, d1=0.657, d2=0.689 g=0.747 2/2 [==============================] - 0s 20ms/step >12, 33/693, d1=0.692, d2=0.664 g=0.773 2/2 [==============================] - 0s 18ms/step >12, 34/693, d1=0.642, d2=0.688 g=0.756 2/2 [==============================] - 0s 18ms/step >12, 35/693, d1=0.666, d2=0.669 g=0.779 2/2 [==============================] - 0s 18ms/step >12, 36/693, d1=0.693, d2=0.647 g=0.784 2/2 [==============================] - 0s 19ms/step >12, 37/693, d1=0.694, d2=0.657 g=0.805 2/2 [==============================] - 0s 17ms/step >12, 38/693, d1=0.688, d2=0.636 g=0.766 2/2 [==============================] - 0s 19ms/step >12, 39/693, d1=0.668, d2=0.695 g=0.758 2/2 [==============================] - 0s 19ms/step >12, 40/693, d1=0.664, d2=0.653 g=0.777 2/2 [==============================] - 0s 19ms/step >12, 41/693, d1=0.664, d2=0.673 g=0.770 2/2 [==============================] - 0s 18ms/step >12, 42/693, d1=0.679, d2=0.733 g=0.767 2/2 [==============================] - 0s 19ms/step >12, 43/693, d1=0.648, d2=0.709 g=0.799 2/2 [==============================] - 0s 18ms/step >12, 44/693, d1=0.692, d2=0.648 g=0.812 2/2 [==============================] - 0s 20ms/step >12, 45/693, d1=0.688, d2=0.643 g=0.790 2/2 [==============================] - 0s 19ms/step >12, 46/693, d1=0.684, d2=0.673 g=0.768 2/2 [==============================] - 0s 18ms/step >12, 47/693, d1=0.674, d2=0.688 g=0.761 2/2 [==============================] - 0s 19ms/step >12, 48/693, d1=0.637, d2=0.694 g=0.746 2/2 [==============================] - 0s 17ms/step >12, 49/693, d1=0.656, d2=0.682 g=0.782 2/2 [==============================] - 0s 20ms/step >12, 50/693, d1=0.682, d2=0.634 g=0.790 2/2 [==============================] - 0s 19ms/step >12, 51/693, d1=0.682, d2=0.688 g=0.796 2/2 [==============================] - 0s 19ms/step >12, 52/693, d1=0.657, d2=0.705 g=0.757 2/2 [==============================] - 0s 17ms/step >12, 53/693, d1=0.653, d2=0.698 g=0.790 2/2 [==============================] - 0s 18ms/step >12, 54/693, d1=0.654, d2=0.672 g=0.749 2/2 [==============================] - 0s 20ms/step >12, 55/693, d1=0.696, d2=0.673 g=0.775 2/2 [==============================] - 0s 19ms/step >12, 56/693, d1=0.669, d2=0.687 g=0.756 2/2 [==============================] - 0s 18ms/step >12, 57/693, d1=0.674, d2=0.703 g=0.768 2/2 [==============================] - 0s 16ms/step >12, 58/693, d1=0.694, d2=0.692 g=0.758 2/2 [==============================] - 0s 18ms/step >12, 59/693, d1=0.665, d2=0.658 g=0.740 2/2 [==============================] - 0s 19ms/step >12, 60/693, d1=0.653, d2=0.706 g=0.766 2/2 [==============================] - 0s 17ms/step >12, 61/693, d1=0.697, d2=0.713 g=0.758 2/2 [==============================] - 0s 20ms/step >12, 62/693, d1=0.687, d2=0.679 g=0.776 2/2 [==============================] - 0s 18ms/step >12, 63/693, d1=0.643, d2=0.678 g=0.773 2/2 [==============================] - 0s 18ms/step >12, 64/693, d1=0.645, d2=0.671 g=0.774 2/2 [==============================] - 0s 19ms/step >12, 65/693, d1=0.672, d2=0.680 g=0.793 2/2 [==============================] - 0s 18ms/step >12, 66/693, d1=0.679, d2=0.704 g=0.788 2/2 [==============================] - 0s 19ms/step >12, 67/693, d1=0.711, d2=0.645 g=0.767 2/2 [==============================] - 0s 18ms/step >12, 68/693, d1=0.701, d2=0.688 g=0.791 2/2 [==============================] - 0s 18ms/step >12, 69/693, d1=0.678, d2=0.666 g=0.794 2/2 [==============================] - 0s 19ms/step >12, 70/693, d1=0.650, d2=0.678 g=0.780 2/2 [==============================] - 0s 19ms/step >12, 71/693, d1=0.694, d2=0.656 g=0.795 2/2 [==============================] - 0s 19ms/step >12, 72/693, d1=0.683, d2=0.673 g=0.797 2/2 [==============================] - 0s 20ms/step >12, 73/693, d1=0.683, d2=0.685 g=0.764 2/2 [==============================] - 0s 18ms/step >12, 74/693, d1=0.668, d2=0.677 g=0.782 2/2 [==============================] - 0s 19ms/step >12, 75/693, d1=0.689, d2=0.661 g=0.767 2/2 [==============================] - 0s 19ms/step >12, 76/693, d1=0.673, d2=0.659 g=0.769 2/2 [==============================] - 0s 18ms/step >12, 77/693, d1=0.686, d2=0.699 g=0.769 2/2 [==============================] - 0s 19ms/step >12, 78/693, d1=0.671, d2=0.705 g=0.767 2/2 [==============================] - 0s 18ms/step >12, 79/693, d1=0.666, d2=0.690 g=0.785 2/2 [==============================] - 0s 19ms/step >12, 80/693, d1=0.674, d2=0.686 g=0.772 2/2 [==============================] - 0s 19ms/step >12, 81/693, d1=0.686, d2=0.647 g=0.765 2/2 [==============================] - 0s 17ms/step >12, 82/693, d1=0.699, d2=0.672 g=0.791 2/2 [==============================] - 0s 19ms/step >12, 83/693, d1=0.686, d2=0.689 g=0.770 2/2 [==============================] - 0s 19ms/step >12, 84/693, d1=0.700, d2=0.684 g=0.743 2/2 [==============================] - 0s 18ms/step >12, 85/693, d1=0.691, d2=0.652 g=0.792 2/2 [==============================] - 0s 19ms/step >12, 86/693, d1=0.645, d2=0.674 g=0.757 2/2 [==============================] - 0s 17ms/step >12, 87/693, d1=0.650, d2=0.670 g=0.812 2/2 [==============================] - 0s 17ms/step >12, 88/693, d1=0.676, d2=0.678 g=0.799 2/2 [==============================] - 0s 20ms/step >12, 89/693, d1=0.685, d2=0.654 g=0.759 2/2 [==============================] - 0s 19ms/step >12, 90/693, d1=0.672, d2=0.698 g=0.760 2/2 [==============================] - 0s 18ms/step >12, 91/693, d1=0.663, d2=0.703 g=0.755 2/2 [==============================] - 0s 20ms/step >12, 92/693, d1=0.613, d2=0.711 g=0.770 2/2 [==============================] - 0s 17ms/step >12, 93/693, d1=0.652, d2=0.687 g=0.790 2/2 [==============================] - 0s 18ms/step >12, 94/693, d1=0.650, d2=0.682 g=0.767 2/2 [==============================] - 0s 19ms/step >12, 95/693, d1=0.676, d2=0.717 g=0.771 2/2 [==============================] - 0s 18ms/step >12, 96/693, d1=0.657, d2=0.672 g=0.759 2/2 [==============================] - 0s 21ms/step >12, 97/693, d1=0.680, d2=0.688 g=0.758 2/2 [==============================] - 0s 20ms/step >12, 98/693, d1=0.665, d2=0.692 g=0.773 2/2 [==============================] - 0s 17ms/step >12, 99/693, d1=0.698, d2=0.667 g=0.769 2/2 [==============================] - 0s 18ms/step >12, 100/693, d1=0.676, d2=0.695 g=0.789 2/2 [==============================] - 0s 19ms/step >12, 101/693, d1=0.677, d2=0.650 g=0.767 2/2 [==============================] - 0s 17ms/step >12, 102/693, d1=0.665, d2=0.691 g=0.754 2/2 [==============================] - 0s 19ms/step >12, 103/693, d1=0.692, d2=0.664 g=0.788 2/2 [==============================] - 0s 18ms/step >12, 104/693, d1=0.681, d2=0.653 g=0.782 2/2 [==============================] - 0s 19ms/step >12, 105/693, d1=0.671, d2=0.657 g=0.786 2/2 [==============================] - 0s 19ms/step >12, 106/693, d1=0.691, d2=0.657 g=0.793 2/2 [==============================] - 0s 21ms/step >12, 107/693, d1=0.682, d2=0.677 g=0.774 2/2 [==============================] - 0s 17ms/step >12, 108/693, d1=0.704, d2=0.672 g=0.790 2/2 [==============================] - 0s 18ms/step >12, 109/693, d1=0.697, d2=0.689 g=0.783 2/2 [==============================] - 0s 19ms/step >12, 110/693, d1=0.703, d2=0.674 g=0.770 2/2 [==============================] - 0s 19ms/step >12, 111/693, d1=0.693, d2=0.655 g=0.769 2/2 [==============================] - 0s 18ms/step >12, 112/693, d1=0.677, d2=0.663 g=0.747 2/2 [==============================] - 0s 19ms/step >12, 113/693, d1=0.695, d2=0.693 g=0.800 2/2 [==============================] - 0s 19ms/step >12, 114/693, d1=0.711, d2=0.665 g=0.769 2/2 [==============================] - 0s 18ms/step >12, 115/693, d1=0.678, d2=0.667 g=0.812 2/2 [==============================] - 0s 19ms/step >12, 116/693, d1=0.688, d2=0.665 g=0.783 2/2 [==============================] - 0s 19ms/step >12, 117/693, d1=0.656, d2=0.695 g=0.782 2/2 [==============================] - 0s 19ms/step >12, 118/693, d1=0.649, d2=0.672 g=0.756 2/2 [==============================] - 0s 19ms/step >12, 119/693, d1=0.683, d2=0.670 g=0.775 2/2 [==============================] - 0s 19ms/step >12, 120/693, d1=0.646, d2=0.684 g=0.787 2/2 [==============================] - 0s 19ms/step >12, 121/693, d1=0.683, d2=0.680 g=0.767 2/2 [==============================] - 0s 17ms/step >12, 122/693, d1=0.676, d2=0.666 g=0.753 2/2 [==============================] - 0s 17ms/step >12, 123/693, d1=0.662, d2=0.693 g=0.764 2/2 [==============================] - 0s 17ms/step >12, 124/693, d1=0.672, d2=0.694 g=0.755 2/2 [==============================] - 0s 17ms/step >12, 125/693, d1=0.647, d2=0.674 g=0.774 2/2 [==============================] - 0s 19ms/step >12, 126/693, d1=0.654, d2=0.678 g=0.788 2/2 [==============================] - 0s 19ms/step >12, 127/693, d1=0.680, d2=0.682 g=0.764 2/2 [==============================] - 0s 17ms/step >12, 128/693, d1=0.668, d2=0.677 g=0.785 2/2 [==============================] - 0s 19ms/step >12, 129/693, d1=0.688, d2=0.656 g=0.807 2/2 [==============================] - 0s 20ms/step >12, 130/693, d1=0.707, d2=0.682 g=0.781 2/2 [==============================] - 0s 17ms/step >12, 131/693, d1=0.692, d2=0.671 g=0.772 2/2 [==============================] - 0s 19ms/step >12, 132/693, d1=0.662, d2=0.692 g=0.775 2/2 [==============================] - 0s 18ms/step >12, 133/693, d1=0.653, d2=0.648 g=0.798 2/2 [==============================] - 0s 19ms/step >12, 134/693, d1=0.662, d2=0.648 g=0.779 2/2 [==============================] - 0s 18ms/step >12, 135/693, d1=0.665, d2=0.639 g=0.766 2/2 [==============================] - 0s 18ms/step >12, 136/693, d1=0.679, d2=0.684 g=0.759 2/2 [==============================] - 0s 19ms/step >12, 137/693, d1=0.638, d2=0.678 g=0.759 2/2 [==============================] - 0s 18ms/step >12, 138/693, d1=0.651, d2=0.683 g=0.723 2/2 [==============================] - 0s 18ms/step >12, 139/693, d1=0.627, d2=0.711 g=0.741 2/2 [==============================] - 0s 20ms/step >12, 140/693, d1=0.652, d2=0.692 g=0.788 2/2 [==============================] - 0s 17ms/step >12, 141/693, d1=0.680, d2=0.636 g=0.784 2/2 [==============================] - 0s 18ms/step >12, 142/693, d1=0.675, d2=0.679 g=0.777 2/2 [==============================] - 0s 20ms/step >12, 143/693, d1=0.665, d2=0.711 g=0.753 2/2 [==============================] - 0s 19ms/step >12, 144/693, d1=0.690, d2=0.688 g=0.775 2/2 [==============================] - 0s 18ms/step >12, 145/693, d1=0.651, d2=0.670 g=0.775 2/2 [==============================] - 0s 18ms/step >12, 146/693, d1=0.686, d2=0.655 g=0.794 2/2 [==============================] - 0s 20ms/step >12, 147/693, d1=0.675, d2=0.708 g=0.770 2/2 [==============================] - 0s 18ms/step >12, 148/693, d1=0.690, d2=0.660 g=0.787 2/2 [==============================] - 0s 18ms/step >12, 149/693, d1=0.668, d2=0.681 g=0.766 2/2 [==============================] - 0s 18ms/step >12, 150/693, d1=0.698, d2=0.688 g=0.754 2/2 [==============================] - 0s 18ms/step >12, 151/693, d1=0.665, d2=0.696 g=0.796 2/2 [==============================] - 0s 19ms/step >12, 152/693, d1=0.678, d2=0.695 g=0.787 2/2 [==============================] - 0s 19ms/step >12, 153/693, d1=0.651, d2=0.671 g=0.770 2/2 [==============================] - 0s 19ms/step >12, 154/693, d1=0.689, d2=0.681 g=0.799 2/2 [==============================] - 0s 18ms/step >12, 155/693, d1=0.709, d2=0.645 g=0.793 2/2 [==============================] - 0s 18ms/step >12, 156/693, d1=0.695, d2=0.658 g=0.802 2/2 [==============================] - 0s 20ms/step >12, 157/693, d1=0.684, d2=0.667 g=0.752 2/2 [==============================] - 0s 19ms/step >12, 158/693, d1=0.643, d2=0.672 g=0.767 2/2 [==============================] - 0s 20ms/step >12, 159/693, d1=0.685, d2=0.690 g=0.762 2/2 [==============================] - 0s 17ms/step >12, 160/693, d1=0.674, d2=0.669 g=0.783 2/2 [==============================] - 0s 18ms/step >12, 161/693, d1=0.685, d2=0.690 g=0.781 2/2 [==============================] - 0s 18ms/step >12, 162/693, d1=0.697, d2=0.701 g=0.766 2/2 [==============================] - 0s 18ms/step >12, 163/693, d1=0.652, d2=0.673 g=0.763 2/2 [==============================] - 0s 19ms/step >12, 164/693, d1=0.681, d2=0.698 g=0.768 2/2 [==============================] - 0s 20ms/step >12, 165/693, d1=0.683, d2=0.691 g=0.798 2/2 [==============================] - 0s 18ms/step >12, 166/693, d1=0.673, d2=0.658 g=0.754 2/2 [==============================] - 0s 18ms/step >12, 167/693, d1=0.695, d2=0.688 g=0.762 2/2 [==============================] - 0s 20ms/step >12, 168/693, d1=0.684, d2=0.692 g=0.760 2/2 [==============================] - 0s 18ms/step >12, 169/693, d1=0.641, d2=0.675 g=0.783 2/2 [==============================] - 0s 18ms/step >12, 170/693, d1=0.691, d2=0.641 g=0.779 2/2 [==============================] - 0s 19ms/step >12, 171/693, d1=0.671, d2=0.682 g=0.776 2/2 [==============================] - 0s 19ms/step >12, 172/693, d1=0.678, d2=0.658 g=0.797 2/2 [==============================] - 0s 18ms/step >12, 173/693, d1=0.726, d2=0.677 g=0.761 2/2 [==============================] - 0s 18ms/step >12, 174/693, d1=0.666, d2=0.701 g=0.797 2/2 [==============================] - 0s 19ms/step >12, 175/693, d1=0.674, d2=0.658 g=0.772 2/2 [==============================] - 0s 19ms/step >12, 176/693, d1=0.693, d2=0.658 g=0.759 2/2 [==============================] - 0s 19ms/step >12, 177/693, d1=0.686, d2=0.675 g=0.771 2/2 [==============================] - 0s 18ms/step >12, 178/693, d1=0.688, d2=0.725 g=0.777 2/2 [==============================] - 0s 17ms/step >12, 179/693, d1=0.698, d2=0.662 g=0.770 2/2 [==============================] - 0s 19ms/step >12, 180/693, d1=0.679, d2=0.670 g=0.791 2/2 [==============================] - 0s 18ms/step >12, 181/693, d1=0.709, d2=0.668 g=0.773 2/2 [==============================] - 0s 17ms/step >12, 182/693, d1=0.683, d2=0.659 g=0.771 2/2 [==============================] - 0s 18ms/step >12, 183/693, d1=0.681, d2=0.721 g=0.757 2/2 [==============================] - 0s 20ms/step >12, 184/693, d1=0.664, d2=0.701 g=0.760 2/2 [==============================] - 0s 19ms/step >12, 185/693, d1=0.666, d2=0.681 g=0.747 2/2 [==============================] - 0s 17ms/step >12, 186/693, d1=0.635, d2=0.711 g=0.779 2/2 [==============================] - 0s 20ms/step >12, 187/693, d1=0.685, d2=0.646 g=0.767 2/2 [==============================] - 0s 19ms/step >12, 188/693, d1=0.658, d2=0.661 g=0.792 2/2 [==============================] - 0s 19ms/step >12, 189/693, d1=0.612, d2=0.656 g=0.774 2/2 [==============================] - 0s 19ms/step >12, 190/693, d1=0.727, d2=0.663 g=0.784 2/2 [==============================] - 0s 18ms/step >12, 191/693, d1=0.660, d2=0.678 g=0.765 2/2 [==============================] - 0s 18ms/step >12, 192/693, d1=0.660, d2=0.680 g=0.775 2/2 [==============================] - 0s 19ms/step >12, 193/693, d1=0.668, d2=0.669 g=0.756 2/2 [==============================] - 0s 20ms/step >12, 194/693, d1=0.680, d2=0.681 g=0.759 2/2 [==============================] - 0s 18ms/step >12, 195/693, d1=0.656, d2=0.711 g=0.795 2/2 [==============================] - 0s 18ms/step >12, 196/693, d1=0.678, d2=0.679 g=0.757 2/2 [==============================] - 0s 18ms/step >12, 197/693, d1=0.690, d2=0.665 g=0.781 2/2 [==============================] - 0s 17ms/step >12, 198/693, d1=0.658, d2=0.700 g=0.773 2/2 [==============================] - 0s 18ms/step >12, 199/693, d1=0.666, d2=0.672 g=0.795 2/2 [==============================] - 0s 18ms/step >12, 200/693, d1=0.673, d2=0.651 g=0.768 2/2 [==============================] - 0s 18ms/step >12, 201/693, d1=0.678, d2=0.681 g=0.795 2/2 [==============================] - 0s 19ms/step >12, 202/693, d1=0.680, d2=0.649 g=0.803 2/2 [==============================] - 0s 19ms/step >12, 203/693, d1=0.652, d2=0.649 g=0.766 2/2 [==============================] - 0s 17ms/step >12, 204/693, d1=0.670, d2=0.710 g=0.758 2/2 [==============================] - 0s 18ms/step >12, 205/693, d1=0.669, d2=0.693 g=0.777 2/2 [==============================] - 0s 19ms/step >12, 206/693, d1=0.674, d2=0.668 g=0.804 2/2 [==============================] - 0s 17ms/step >12, 207/693, d1=0.656, d2=0.660 g=0.773 2/2 [==============================] - 0s 20ms/step >12, 208/693, d1=0.675, d2=0.643 g=0.750 2/2 [==============================] - 0s 19ms/step >12, 209/693, d1=0.673, d2=0.658 g=0.787 2/2 [==============================] - 0s 18ms/step >12, 210/693, d1=0.644, d2=0.680 g=0.799 2/2 [==============================] - 0s 18ms/step >12, 211/693, d1=0.659, d2=0.683 g=0.768 2/2 [==============================] - 0s 20ms/step >12, 212/693, d1=0.687, d2=0.688 g=0.767 2/2 [==============================] - 0s 18ms/step >12, 213/693, d1=0.647, d2=0.646 g=0.771 2/2 [==============================] - 0s 17ms/step >12, 214/693, d1=0.676, d2=0.676 g=0.760 2/2 [==============================] - 0s 18ms/step >12, 215/693, d1=0.628, d2=0.688 g=0.779 2/2 [==============================] - 0s 19ms/step >12, 216/693, d1=0.648, d2=0.724 g=0.751 2/2 [==============================] - 0s 19ms/step >12, 217/693, d1=0.664, d2=0.691 g=0.806 2/2 [==============================] - 0s 19ms/step >12, 218/693, d1=0.688, d2=0.668 g=0.799 2/2 [==============================] - 0s 18ms/step >12, 219/693, d1=0.673, d2=0.663 g=0.771 2/2 [==============================] - 0s 18ms/step >12, 220/693, d1=0.717, d2=0.612 g=0.769 2/2 [==============================] - 0s 18ms/step >12, 221/693, d1=0.646, d2=0.695 g=0.775 2/2 [==============================] - 0s 18ms/step >12, 222/693, d1=0.666, d2=0.675 g=0.762 2/2 [==============================] - 0s 18ms/step >12, 223/693, d1=0.643, d2=0.701 g=0.793 2/2 [==============================] - 0s 18ms/step >12, 224/693, d1=0.675, d2=0.683 g=0.785 2/2 [==============================] - 0s 17ms/step >12, 225/693, d1=0.684, d2=0.640 g=0.809 2/2 [==============================] - 0s 19ms/step >12, 226/693, d1=0.688, d2=0.682 g=0.775 2/2 [==============================] - 0s 20ms/step >12, 227/693, d1=0.688, d2=0.665 g=0.787 2/2 [==============================] - 0s 19ms/step >12, 228/693, d1=0.659, d2=0.658 g=0.775 2/2 [==============================] - 0s 19ms/step >12, 229/693, d1=0.688, d2=0.660 g=0.764 2/2 [==============================] - 0s 20ms/step >12, 230/693, d1=0.670, d2=0.676 g=0.757 2/2 [==============================] - 0s 19ms/step >12, 231/693, d1=0.690, d2=0.702 g=0.779 2/2 [==============================] - 0s 18ms/step >12, 232/693, d1=0.677, d2=0.677 g=0.783 2/2 [==============================] - 0s 19ms/step >12, 233/693, d1=0.678, d2=0.680 g=0.791 2/2 [==============================] - 0s 19ms/step >12, 234/693, d1=0.656, d2=0.696 g=0.782 2/2 [==============================] - 0s 19ms/step >12, 235/693, d1=0.648, d2=0.688 g=0.770 2/2 [==============================] - 0s 18ms/step >12, 236/693, d1=0.712, d2=0.705 g=0.740 2/2 [==============================] - 0s 20ms/step >12, 237/693, d1=0.651, d2=0.683 g=0.781 2/2 [==============================] - 0s 19ms/step >12, 238/693, d1=0.644, d2=0.644 g=0.803 2/2 [==============================] - 0s 19ms/step >12, 239/693, d1=0.669, d2=0.634 g=0.817 2/2 [==============================] - 0s 18ms/step >12, 240/693, d1=0.651, d2=0.650 g=0.787 2/2 [==============================] - 0s 20ms/step >12, 241/693, d1=0.675, d2=0.644 g=0.744 2/2 [==============================] - 0s 18ms/step >12, 242/693, d1=0.661, d2=0.716 g=0.769 2/2 [==============================] - 0s 19ms/step >12, 243/693, d1=0.625, d2=0.679 g=0.756 2/2 [==============================] - 0s 18ms/step >12, 244/693, d1=0.652, d2=0.706 g=0.772 2/2 [==============================] - 0s 19ms/step >12, 245/693, d1=0.686, d2=0.708 g=0.784 2/2 [==============================] - 0s 19ms/step >12, 246/693, d1=0.708, d2=0.687 g=0.788 2/2 [==============================] - 0s 18ms/step >12, 247/693, d1=0.675, d2=0.665 g=0.755 2/2 [==============================] - 0s 18ms/step >12, 248/693, d1=0.676, d2=0.641 g=0.783 2/2 [==============================] - 0s 17ms/step >12, 249/693, d1=0.631, d2=0.679 g=0.810 2/2 [==============================] - 0s 19ms/step >12, 250/693, d1=0.726, d2=0.638 g=0.792 2/2 [==============================] - 0s 20ms/step >12, 251/693, d1=0.712, d2=0.698 g=0.772 2/2 [==============================] - 0s 19ms/step >12, 252/693, d1=0.671, d2=0.661 g=0.798 2/2 [==============================] - 0s 18ms/step >12, 253/693, d1=0.680, d2=0.675 g=0.770 2/2 [==============================] - 0s 18ms/step >12, 254/693, d1=0.692, d2=0.694 g=0.804 2/2 [==============================] - 0s 18ms/step >12, 255/693, d1=0.652, d2=0.612 g=0.801 2/2 [==============================] - 0s 18ms/step >12, 256/693, d1=0.714, d2=0.670 g=0.784 2/2 [==============================] - 0s 18ms/step >12, 257/693, d1=0.683, d2=0.679 g=0.777 2/2 [==============================] - 0s 19ms/step >12, 258/693, d1=0.663, d2=0.703 g=0.789 2/2 [==============================] - 0s 18ms/step >12, 259/693, d1=0.669, d2=0.665 g=0.773 2/2 [==============================] - 0s 20ms/step >12, 260/693, d1=0.728, d2=0.672 g=0.779 2/2 [==============================] - 0s 19ms/step >12, 261/693, d1=0.704, d2=0.675 g=0.764 2/2 [==============================] - 0s 19ms/step >12, 262/693, d1=0.664, d2=0.682 g=0.762 2/2 [==============================] - 0s 19ms/step >12, 263/693, d1=0.702, d2=0.673 g=0.765 2/2 [==============================] - 0s 18ms/step >12, 264/693, d1=0.708, d2=0.689 g=0.767 2/2 [==============================] - 0s 18ms/step >12, 265/693, d1=0.669, d2=0.670 g=0.769 2/2 [==============================] - 0s 20ms/step >12, 266/693, d1=0.675, d2=0.670 g=0.768 2/2 [==============================] - 0s 18ms/step >12, 267/693, d1=0.605, d2=0.648 g=0.793 2/2 [==============================] - 0s 21ms/step >12, 268/693, d1=0.665, d2=0.643 g=0.775 2/2 [==============================] - 0s 18ms/step >12, 269/693, d1=0.671, d2=0.657 g=0.772 2/2 [==============================] - 0s 18ms/step >12, 270/693, d1=0.646, d2=0.642 g=0.788 2/2 [==============================] - 0s 20ms/step >12, 271/693, d1=0.689, d2=0.647 g=0.770 2/2 [==============================] - 0s 18ms/step >12, 272/693, d1=0.650, d2=0.692 g=0.772 2/2 [==============================] - 0s 18ms/step >12, 273/693, d1=0.671, d2=0.695 g=0.775 2/2 [==============================] - 0s 19ms/step >12, 274/693, d1=0.676, d2=0.661 g=0.763 2/2 [==============================] - 0s 20ms/step >12, 275/693, d1=0.653, d2=0.646 g=0.798 2/2 [==============================] - 0s 18ms/step >12, 276/693, d1=0.697, d2=0.692 g=0.770 2/2 [==============================] - 0s 18ms/step >12, 277/693, d1=0.625, d2=0.666 g=0.775 2/2 [==============================] - 0s 18ms/step >12, 278/693, d1=0.656, d2=0.632 g=0.761 2/2 [==============================] - 0s 19ms/step >12, 279/693, d1=0.675, d2=0.674 g=0.755 2/2 [==============================] - 0s 19ms/step >12, 280/693, d1=0.637, d2=0.683 g=0.765 2/2 [==============================] - 0s 19ms/step >12, 281/693, d1=0.650, d2=0.687 g=0.761 2/2 [==============================] - 0s 18ms/step >12, 282/693, d1=0.636, d2=0.679 g=0.769 2/2 [==============================] - 0s 19ms/step >12, 283/693, d1=0.691, d2=0.690 g=0.774 2/2 [==============================] - 0s 19ms/step >12, 284/693, d1=0.681, d2=0.691 g=0.776 2/2 [==============================] - 0s 17ms/step >12, 285/693, d1=0.650, d2=0.674 g=0.773 2/2 [==============================] - 0s 18ms/step >12, 286/693, d1=0.644, d2=0.685 g=0.758 2/2 [==============================] - 0s 18ms/step >12, 287/693, d1=0.634, d2=0.677 g=0.796 2/2 [==============================] - 0s 21ms/step >12, 288/693, d1=0.660, d2=0.678 g=0.765 2/2 [==============================] - 0s 18ms/step >12, 289/693, d1=0.659, d2=0.702 g=0.815 2/2 [==============================] - 0s 19ms/step >12, 290/693, d1=0.682, d2=0.672 g=0.814 2/2 [==============================] - 0s 18ms/step >12, 291/693, d1=0.707, d2=0.661 g=0.780 2/2 [==============================] - 0s 19ms/step >12, 292/693, d1=0.670, d2=0.726 g=0.782 2/2 [==============================] - 0s 19ms/step >12, 293/693, d1=0.652, d2=0.677 g=0.793 2/2 [==============================] - 0s 20ms/step >12, 294/693, d1=0.660, d2=0.697 g=0.773 2/2 [==============================] - 0s 18ms/step >12, 295/693, d1=0.650, d2=0.689 g=0.765 2/2 [==============================] - 0s 17ms/step >12, 296/693, d1=0.672, d2=0.680 g=0.753 2/2 [==============================] - 0s 19ms/step >12, 297/693, d1=0.657, d2=0.641 g=0.756 2/2 [==============================] - 0s 18ms/step >12, 298/693, d1=0.636, d2=0.695 g=0.753 2/2 [==============================] - 0s 18ms/step >12, 299/693, d1=0.691, d2=0.706 g=0.799 2/2 [==============================] - 0s 17ms/step >12, 300/693, d1=0.681, d2=0.675 g=0.752 2/2 [==============================] - 0s 19ms/step >12, 301/693, d1=0.670, d2=0.667 g=0.808 2/2 [==============================] - 0s 18ms/step >12, 302/693, d1=0.682, d2=0.659 g=0.816 2/2 [==============================] - 0s 18ms/step >12, 303/693, d1=0.705, d2=0.653 g=0.818 2/2 [==============================] - 0s 17ms/step >12, 304/693, d1=0.660, d2=0.688 g=0.806 2/2 [==============================] - 0s 19ms/step >12, 305/693, d1=0.690, d2=0.660 g=0.812 2/2 [==============================] - 0s 20ms/step >12, 306/693, d1=0.697, d2=0.660 g=0.793 2/2 [==============================] - 0s 18ms/step >12, 307/693, d1=0.685, d2=0.661 g=0.783 2/2 [==============================] - 0s 21ms/step >12, 308/693, d1=0.671, d2=0.672 g=0.783 2/2 [==============================] - 0s 19ms/step >12, 309/693, d1=0.740, d2=0.648 g=0.770 2/2 [==============================] - 0s 19ms/step >12, 310/693, d1=0.725, d2=0.644 g=0.768 2/2 [==============================] - 0s 19ms/step >12, 311/693, d1=0.629, d2=0.695 g=0.772 2/2 [==============================] - 0s 20ms/step >12, 312/693, d1=0.595, d2=0.692 g=0.768 2/2 [==============================] - 0s 18ms/step >12, 313/693, d1=0.658, d2=0.688 g=0.751 2/2 [==============================] - 0s 18ms/step >12, 314/693, d1=0.642, d2=0.692 g=0.761 2/2 [==============================] - 0s 19ms/step >12, 315/693, d1=0.663, d2=0.697 g=0.799 2/2 [==============================] - 0s 18ms/step >12, 316/693, d1=0.708, d2=0.690 g=0.795 2/2 [==============================] - 0s 17ms/step >12, 317/693, d1=0.718, d2=0.646 g=0.777 2/2 [==============================] - 0s 19ms/step >12, 318/693, d1=0.683, d2=0.653 g=0.770 2/2 [==============================] - 0s 17ms/step >12, 319/693, d1=0.670, d2=0.629 g=0.785 2/2 [==============================] - 0s 19ms/step >12, 320/693, d1=0.715, d2=0.654 g=0.767 2/2 [==============================] - 0s 19ms/step >12, 321/693, d1=0.666, d2=0.673 g=0.741 2/2 [==============================] - 0s 17ms/step >12, 322/693, d1=0.668, d2=0.679 g=0.776 2/2 [==============================] - 0s 18ms/step >12, 323/693, d1=0.663, d2=0.673 g=0.773 2/2 [==============================] - 0s 20ms/step >12, 324/693, d1=0.669, d2=0.651 g=0.765 2/2 [==============================] - 0s 19ms/step >12, 325/693, d1=0.670, d2=0.664 g=0.772 2/2 [==============================] - 0s 19ms/step >12, 326/693, d1=0.665, d2=0.672 g=0.770 2/2 [==============================] - 0s 19ms/step >12, 327/693, d1=0.666, d2=0.669 g=0.765 2/2 [==============================] - 0s 19ms/step >12, 328/693, d1=0.673, d2=0.666 g=0.758 2/2 [==============================] - 0s 18ms/step >12, 329/693, d1=0.658, d2=0.699 g=0.772 2/2 [==============================] - 0s 18ms/step >12, 330/693, d1=0.590, d2=0.674 g=0.760 2/2 [==============================] - 0s 18ms/step >12, 331/693, d1=0.650, d2=0.698 g=0.774 2/2 [==============================] - 0s 19ms/step >12, 332/693, d1=0.646, d2=0.688 g=0.778 2/2 [==============================] - 0s 19ms/step >12, 333/693, d1=0.690, d2=0.658 g=0.767 2/2 [==============================] - 0s 17ms/step >12, 334/693, d1=0.671, d2=0.653 g=0.800 2/2 [==============================] - 0s 19ms/step >12, 335/693, d1=0.694, d2=0.694 g=0.779 2/2 [==============================] - 0s 17ms/step >12, 336/693, d1=0.688, d2=0.679 g=0.807 2/2 [==============================] - 0s 17ms/step >12, 337/693, d1=0.706, d2=0.700 g=0.811 2/2 [==============================] - 0s 20ms/step >12, 338/693, d1=0.681, d2=0.655 g=0.804 2/2 [==============================] - 0s 17ms/step >12, 339/693, d1=0.712, d2=0.681 g=0.784 2/2 [==============================] - 0s 19ms/step >12, 340/693, d1=0.696, d2=0.691 g=0.777 2/2 [==============================] - 0s 20ms/step >12, 341/693, d1=0.706, d2=0.677 g=0.774 2/2 [==============================] - 0s 20ms/step >12, 342/693, d1=0.677, d2=0.667 g=0.785 2/2 [==============================] - 0s 20ms/step >12, 343/693, d1=0.661, d2=0.688 g=0.761 2/2 [==============================] - 0s 19ms/step >12, 344/693, d1=0.697, d2=0.661 g=0.764 2/2 [==============================] - 0s 18ms/step >12, 345/693, d1=0.642, d2=0.690 g=0.794 2/2 [==============================] - 0s 17ms/step >12, 346/693, d1=0.682, d2=0.699 g=0.776 2/2 [==============================] - 0s 18ms/step >12, 347/693, d1=0.691, d2=0.702 g=0.786 2/2 [==============================] - 0s 17ms/step >12, 348/693, d1=0.670, d2=0.658 g=0.794 2/2 [==============================] - 0s 18ms/step >12, 349/693, d1=0.681, d2=0.639 g=0.767 2/2 [==============================] - 0s 20ms/step >12, 350/693, d1=0.666, d2=0.668 g=0.793 2/2 [==============================] - 0s 19ms/step >12, 351/693, d1=0.685, d2=0.658 g=0.772 2/2 [==============================] - 0s 19ms/step >12, 352/693, d1=0.685, d2=0.660 g=0.785 2/2 [==============================] - 0s 20ms/step >12, 353/693, d1=0.672, d2=0.655 g=0.784 2/2 [==============================] - 0s 18ms/step >12, 354/693, d1=0.665, d2=0.659 g=0.770 2/2 [==============================] - 0s 19ms/step >12, 355/693, d1=0.690, d2=0.660 g=0.774 2/2 [==============================] - 0s 18ms/step >12, 356/693, d1=0.661, d2=0.668 g=0.758 2/2 [==============================] - 0s 17ms/step >12, 357/693, d1=0.702, d2=0.684 g=0.764 2/2 [==============================] - 0s 19ms/step >12, 358/693, d1=0.696, d2=0.691 g=0.767 2/2 [==============================] - 0s 19ms/step >12, 359/693, d1=0.650, d2=0.694 g=0.766 2/2 [==============================] - 0s 19ms/step >12, 360/693, d1=0.682, d2=0.674 g=0.780 2/2 [==============================] - 0s 18ms/step >12, 361/693, d1=0.663, d2=0.686 g=0.777 2/2 [==============================] - 0s 20ms/step >12, 362/693, d1=0.629, d2=0.702 g=0.773 2/2 [==============================] - 0s 19ms/step >12, 363/693, d1=0.630, d2=0.669 g=0.774 2/2 [==============================] - 0s 18ms/step >12, 364/693, d1=0.657, d2=0.704 g=0.781 2/2 [==============================] - 0s 17ms/step >12, 365/693, d1=0.654, d2=0.689 g=0.802 2/2 [==============================] - 0s 18ms/step >12, 366/693, d1=0.670, d2=0.675 g=0.800 2/2 [==============================] - 0s 19ms/step >12, 367/693, d1=0.670, d2=0.648 g=0.791 2/2 [==============================] - 0s 19ms/step >12, 368/693, d1=0.700, d2=0.656 g=0.777 2/2 [==============================] - 0s 17ms/step >12, 369/693, d1=0.673, d2=0.680 g=0.752 2/2 [==============================] - 0s 18ms/step >12, 370/693, d1=0.682, d2=0.663 g=0.748 2/2 [==============================] - 0s 17ms/step >12, 371/693, d1=0.664, d2=0.726 g=0.767 2/2 [==============================] - 0s 19ms/step >12, 372/693, d1=0.638, d2=0.681 g=0.774 2/2 [==============================] - 0s 19ms/step >12, 373/693, d1=0.698, d2=0.683 g=0.779 2/2 [==============================] - 0s 18ms/step >12, 374/693, d1=0.679, d2=0.690 g=0.787 2/2 [==============================] - 0s 20ms/step >12, 375/693, d1=0.683, d2=0.655 g=0.760 2/2 [==============================] - 0s 20ms/step >12, 376/693, d1=0.675, d2=0.656 g=0.764 2/2 [==============================] - 0s 19ms/step >12, 377/693, d1=0.658, d2=0.674 g=0.814 2/2 [==============================] - 0s 18ms/step >12, 378/693, d1=0.695, d2=0.650 g=0.800 2/2 [==============================] - 0s 18ms/step >12, 379/693, d1=0.670, d2=0.677 g=0.804 2/2 [==============================] - 0s 16ms/step >12, 380/693, d1=0.714, d2=0.657 g=0.787 2/2 [==============================] - 0s 19ms/step >12, 381/693, d1=0.658, d2=0.630 g=0.780 2/2 [==============================] - 0s 19ms/step >12, 382/693, d1=0.666, d2=0.701 g=0.790 2/2 [==============================] - 0s 16ms/step >12, 383/693, d1=0.729, d2=0.652 g=0.764 2/2 [==============================] - 0s 18ms/step >12, 384/693, d1=0.668, d2=0.668 g=0.777 2/2 [==============================] - 0s 19ms/step >12, 385/693, d1=0.665, d2=0.714 g=0.789 2/2 [==============================] - 0s 18ms/step >12, 386/693, d1=0.678, d2=0.698 g=0.774 2/2 [==============================] - 0s 19ms/step >12, 387/693, d1=0.669, d2=0.680 g=0.775 2/2 [==============================] - 0s 19ms/step >12, 388/693, d1=0.662, d2=0.701 g=0.764 2/2 [==============================] - 0s 19ms/step >12, 389/693, d1=0.651, d2=0.675 g=0.753 2/2 [==============================] - 0s 20ms/step >12, 390/693, d1=0.644, d2=0.669 g=0.788 2/2 [==============================] - 0s 18ms/step >12, 391/693, d1=0.678, d2=0.683 g=0.757 2/2 [==============================] - 0s 19ms/step >12, 392/693, d1=0.702, d2=0.698 g=0.772 2/2 [==============================] - 0s 18ms/step >12, 393/693, d1=0.606, d2=0.700 g=0.768 2/2 [==============================] - 0s 17ms/step >12, 394/693, d1=0.682, d2=0.677 g=0.760 2/2 [==============================] - 0s 17ms/step >12, 395/693, d1=0.652, d2=0.715 g=0.777 2/2 [==============================] - 0s 16ms/step >12, 396/693, d1=0.663, d2=0.659 g=0.781 2/2 [==============================] - 0s 18ms/step >12, 397/693, d1=0.668, d2=0.622 g=0.784 2/2 [==============================] - 0s 18ms/step >12, 398/693, d1=0.670, d2=0.666 g=0.782 2/2 [==============================] - 0s 18ms/step >12, 399/693, d1=0.686, d2=0.636 g=0.772 2/2 [==============================] - 0s 18ms/step >12, 400/693, d1=0.683, d2=0.655 g=0.765 2/2 [==============================] - 0s 18ms/step >12, 401/693, d1=0.698, d2=0.677 g=0.759 2/2 [==============================] - 0s 20ms/step >12, 402/693, d1=0.684, d2=0.667 g=0.762 2/2 [==============================] - 0s 17ms/step >12, 403/693, d1=0.685, d2=0.661 g=0.763 2/2 [==============================] - 0s 17ms/step >12, 404/693, d1=0.664, d2=0.678 g=0.757 2/2 [==============================] - 0s 18ms/step >12, 405/693, d1=0.692, d2=0.712 g=0.763 2/2 [==============================] - 0s 19ms/step >12, 406/693, d1=0.649, d2=0.707 g=0.773 2/2 [==============================] - 0s 18ms/step >12, 407/693, d1=0.653, d2=0.695 g=0.767 2/2 [==============================] - 0s 18ms/step >12, 408/693, d1=0.653, d2=0.656 g=0.768 2/2 [==============================] - 0s 18ms/step >12, 409/693, d1=0.662, d2=0.724 g=0.769 2/2 [==============================] - 0s 19ms/step >12, 410/693, d1=0.710, d2=0.707 g=0.791 2/2 [==============================] - 0s 20ms/step >12, 411/693, d1=0.716, d2=0.710 g=0.775 2/2 [==============================] - 0s 18ms/step >12, 412/693, d1=0.684, d2=0.648 g=0.775 2/2 [==============================] - 0s 19ms/step >12, 413/693, d1=0.705, d2=0.664 g=0.777 2/2 [==============================] - 0s 20ms/step >12, 414/693, d1=0.710, d2=0.669 g=0.761 2/2 [==============================] - 0s 17ms/step >12, 415/693, d1=0.673, d2=0.684 g=0.787 2/2 [==============================] - 0s 18ms/step >12, 416/693, d1=0.676, d2=0.660 g=0.778 2/2 [==============================] - 0s 17ms/step >12, 417/693, d1=0.664, d2=0.653 g=0.788 2/2 [==============================] - 0s 19ms/step >12, 418/693, d1=0.698, d2=0.659 g=0.769 2/2 [==============================] - 0s 18ms/step >12, 419/693, d1=0.654, d2=0.660 g=0.789 2/2 [==============================] - 0s 17ms/step >12, 420/693, d1=0.679, d2=0.659 g=0.782 2/2 [==============================] - 0s 17ms/step >12, 421/693, d1=0.705, d2=0.655 g=0.759 2/2 [==============================] - 0s 19ms/step >12, 422/693, d1=0.682, d2=0.683 g=0.785 2/2 [==============================] - 0s 18ms/step >12, 423/693, d1=0.691, d2=0.656 g=0.768 2/2 [==============================] - 0s 18ms/step >12, 424/693, d1=0.693, d2=0.643 g=0.779 2/2 [==============================] - 0s 19ms/step >12, 425/693, d1=0.680, d2=0.682 g=0.800 2/2 [==============================] - 0s 19ms/step >12, 426/693, d1=0.679, d2=0.653 g=0.791 2/2 [==============================] - 0s 18ms/step >12, 427/693, d1=0.708, d2=0.667 g=0.788 2/2 [==============================] - 0s 18ms/step >12, 428/693, d1=0.671, d2=0.666 g=0.769 2/2 [==============================] - 0s 18ms/step >12, 429/693, d1=0.657, d2=0.679 g=0.757 2/2 [==============================] - 0s 18ms/step >12, 430/693, d1=0.647, d2=0.697 g=0.781 2/2 [==============================] - 0s 20ms/step >12, 431/693, d1=0.662, d2=0.656 g=0.793 2/2 [==============================] - 0s 19ms/step >12, 432/693, d1=0.664, d2=0.635 g=0.757 2/2 [==============================] - 0s 17ms/step >12, 433/693, d1=0.698, d2=0.650 g=0.821 2/2 [==============================] - 0s 19ms/step >12, 434/693, d1=0.709, d2=0.671 g=0.774 2/2 [==============================] - 0s 19ms/step >12, 435/693, d1=0.644, d2=0.706 g=0.757 2/2 [==============================] - 0s 21ms/step >12, 436/693, d1=0.659, d2=0.714 g=0.763 2/2 [==============================] - 0s 19ms/step >12, 437/693, d1=0.673, d2=0.650 g=0.788 2/2 [==============================] - 0s 18ms/step >12, 438/693, d1=0.696, d2=0.659 g=0.759 2/2 [==============================] - 0s 19ms/step >12, 439/693, d1=0.639, d2=0.682 g=0.745 2/2 [==============================] - 0s 21ms/step >12, 440/693, d1=0.670, d2=0.678 g=0.771 2/2 [==============================] - 0s 19ms/step >12, 441/693, d1=0.665, d2=0.678 g=0.762 2/2 [==============================] - 0s 20ms/step >12, 442/693, d1=0.641, d2=0.678 g=0.790 2/2 [==============================] - 0s 17ms/step >12, 443/693, d1=0.674, d2=0.677 g=0.787 2/2 [==============================] - 0s 18ms/step >12, 444/693, d1=0.655, d2=0.658 g=0.795 2/2 [==============================] - 0s 19ms/step >12, 445/693, d1=0.706, d2=0.657 g=0.807 2/2 [==============================] - 0s 19ms/step >12, 446/693, d1=0.644, d2=0.663 g=0.793 2/2 [==============================] - 0s 20ms/step >12, 447/693, d1=0.666, d2=0.671 g=0.783 2/2 [==============================] - 0s 19ms/step >12, 448/693, d1=0.682, d2=0.705 g=0.819 2/2 [==============================] - 0s 18ms/step >12, 449/693, d1=0.726, d2=0.651 g=0.823 2/2 [==============================] - 0s 19ms/step >12, 450/693, d1=0.713, d2=0.645 g=0.798 2/2 [==============================] - 0s 19ms/step >12, 451/693, d1=0.692, d2=0.669 g=0.806 2/2 [==============================] - 0s 17ms/step >12, 452/693, d1=0.710, d2=0.672 g=0.775 2/2 [==============================] - 0s 18ms/step >12, 453/693, d1=0.699, d2=0.668 g=0.786 2/2 [==============================] - 0s 19ms/step >12, 454/693, d1=0.642, d2=0.696 g=0.752 2/2 [==============================] - 0s 18ms/step >12, 455/693, d1=0.632, d2=0.711 g=0.746 2/2 [==============================] - 0s 18ms/step >12, 456/693, d1=0.667, d2=0.715 g=0.757 2/2 [==============================] - 0s 20ms/step >12, 457/693, d1=0.679, d2=0.690 g=0.811 2/2 [==============================] - 0s 18ms/step >12, 458/693, d1=0.667, d2=0.676 g=0.808 2/2 [==============================] - 0s 21ms/step >12, 459/693, d1=0.708, d2=0.676 g=0.789 2/2 [==============================] - 0s 18ms/step >12, 460/693, d1=0.663, d2=0.636 g=0.770 2/2 [==============================] - 0s 19ms/step >12, 461/693, d1=0.690, d2=0.624 g=0.783 2/2 [==============================] - 0s 19ms/step >12, 462/693, d1=0.705, d2=0.694 g=0.772 2/2 [==============================] - 0s 17ms/step >12, 463/693, d1=0.693, d2=0.650 g=0.773 2/2 [==============================] - 0s 19ms/step >12, 464/693, d1=0.696, d2=0.677 g=0.766 2/2 [==============================] - 0s 18ms/step >12, 465/693, d1=0.697, d2=0.680 g=0.769 2/2 [==============================] - 0s 17ms/step >12, 466/693, d1=0.682, d2=0.697 g=0.795 2/2 [==============================] - 0s 18ms/step >12, 467/693, d1=0.652, d2=0.665 g=0.792 2/2 [==============================] - 0s 19ms/step >12, 468/693, d1=0.642, d2=0.674 g=0.771 2/2 [==============================] - 0s 19ms/step >12, 469/693, d1=0.639, d2=0.672 g=0.783 2/2 [==============================] - 0s 19ms/step >12, 470/693, d1=0.690, d2=0.651 g=0.792 2/2 [==============================] - 0s 20ms/step >12, 471/693, d1=0.705, d2=0.660 g=0.749 2/2 [==============================] - 0s 18ms/step >12, 472/693, d1=0.665, d2=0.686 g=0.753 2/2 [==============================] - 0s 18ms/step >12, 473/693, d1=0.661, d2=0.698 g=0.758 2/2 [==============================] - 0s 19ms/step >12, 474/693, d1=0.690, d2=0.698 g=0.774 2/2 [==============================] - 0s 18ms/step >12, 475/693, d1=0.665, d2=0.662 g=0.784 2/2 [==============================] - 0s 20ms/step >12, 476/693, d1=0.673, d2=0.698 g=0.758 2/2 [==============================] - 0s 18ms/step >12, 477/693, d1=0.645, d2=0.708 g=0.763 2/2 [==============================] - 0s 16ms/step >12, 478/693, d1=0.670, d2=0.661 g=0.760 2/2 [==============================] - 0s 19ms/step >12, 479/693, d1=0.659, d2=0.658 g=0.774 2/2 [==============================] - 0s 17ms/step >12, 480/693, d1=0.664, d2=0.674 g=0.768 2/2 [==============================] - 0s 17ms/step >12, 481/693, d1=0.657, d2=0.674 g=0.750 2/2 [==============================] - 0s 19ms/step >12, 482/693, d1=0.698, d2=0.699 g=0.749 2/2 [==============================] - 0s 19ms/step >12, 483/693, d1=0.681, d2=0.686 g=0.786 2/2 [==============================] - 0s 18ms/step >12, 484/693, d1=0.669, d2=0.659 g=0.785 2/2 [==============================] - 0s 19ms/step >12, 485/693, d1=0.689, d2=0.658 g=0.769 2/2 [==============================] - 0s 17ms/step >12, 486/693, d1=0.691, d2=0.695 g=0.771 2/2 [==============================] - 0s 19ms/step >12, 487/693, d1=0.677, d2=0.669 g=0.767 2/2 [==============================] - 0s 19ms/step >12, 488/693, d1=0.709, d2=0.696 g=0.772 2/2 [==============================] - 0s 18ms/step >12, 489/693, d1=0.675, d2=0.703 g=0.768 2/2 [==============================] - 0s 19ms/step >12, 490/693, d1=0.704, d2=0.676 g=0.744 2/2 [==============================] - 0s 19ms/step >12, 491/693, d1=0.645, d2=0.636 g=0.769 2/2 [==============================] - 0s 18ms/step >12, 492/693, d1=0.667, d2=0.676 g=0.779 2/2 [==============================] - 0s 17ms/step >12, 493/693, d1=0.692, d2=0.668 g=0.774 2/2 [==============================] - 0s 17ms/step >12, 494/693, d1=0.646, d2=0.656 g=0.770 2/2 [==============================] - 0s 19ms/step >12, 495/693, d1=0.627, d2=0.682 g=0.789 2/2 [==============================] - 0s 20ms/step >12, 496/693, d1=0.642, d2=0.663 g=0.777 2/2 [==============================] - 0s 18ms/step >12, 497/693, d1=0.667, d2=0.692 g=0.776 2/2 [==============================] - 0s 22ms/step >12, 498/693, d1=0.649, d2=0.710 g=0.768 2/2 [==============================] - 0s 19ms/step >12, 499/693, d1=0.641, d2=0.677 g=0.780 2/2 [==============================] - 0s 19ms/step >12, 500/693, d1=0.670, d2=0.685 g=0.735 2/2 [==============================] - 0s 18ms/step >12, 501/693, d1=0.621, d2=0.668 g=0.797 2/2 [==============================] - 0s 17ms/step >12, 502/693, d1=0.678, d2=0.662 g=0.791 2/2 [==============================] - 0s 20ms/step >12, 503/693, d1=0.674, d2=0.646 g=0.773 2/2 [==============================] - 0s 19ms/step >12, 504/693, d1=0.672, d2=0.678 g=0.757 2/2 [==============================] - 0s 18ms/step >12, 505/693, d1=0.671, d2=0.680 g=0.761 2/2 [==============================] - 0s 18ms/step >12, 506/693, d1=0.642, d2=0.695 g=0.755 2/2 [==============================] - 0s 18ms/step >12, 507/693, d1=0.650, d2=0.682 g=0.790 2/2 [==============================] - 0s 19ms/step >12, 508/693, d1=0.625, d2=0.670 g=0.767 2/2 [==============================] - 0s 17ms/step >12, 509/693, d1=0.664, d2=0.659 g=0.784 2/2 [==============================] - 0s 20ms/step >12, 510/693, d1=0.638, d2=0.643 g=0.778 2/2 [==============================] - 0s 17ms/step >12, 511/693, d1=0.697, d2=0.687 g=0.829 2/2 [==============================] - 0s 18ms/step >12, 512/693, d1=0.710, d2=0.629 g=0.800 2/2 [==============================] - 0s 19ms/step >12, 513/693, d1=0.735, d2=0.691 g=0.764 2/2 [==============================] - 0s 18ms/step >12, 514/693, d1=0.700, d2=0.697 g=0.793 2/2 [==============================] - 0s 18ms/step >12, 515/693, d1=0.641, d2=0.694 g=0.773 2/2 [==============================] - 0s 18ms/step >12, 516/693, d1=0.643, d2=0.668 g=0.776 2/2 [==============================] - 0s 19ms/step >12, 517/693, d1=0.690, d2=0.716 g=0.753 2/2 [==============================] - 0s 19ms/step >12, 518/693, d1=0.697, d2=0.709 g=0.789 2/2 [==============================] - 0s 18ms/step >12, 519/693, d1=0.666, d2=0.654 g=0.752 2/2 [==============================] - 0s 18ms/step >12, 520/693, d1=0.681, d2=0.717 g=0.792 2/2 [==============================] - 0s 19ms/step >12, 521/693, d1=0.685, d2=0.680 g=0.781 2/2 [==============================] - 0s 20ms/step >12, 522/693, d1=0.685, d2=0.673 g=0.771 2/2 [==============================] - 0s 18ms/step >12, 523/693, d1=0.654, d2=0.685 g=0.784 2/2 [==============================] - 0s 19ms/step >12, 524/693, d1=0.687, d2=0.669 g=0.800 2/2 [==============================] - 0s 18ms/step >12, 525/693, d1=0.686, d2=0.634 g=0.785 2/2 [==============================] - 0s 18ms/step >12, 526/693, d1=0.687, d2=0.689 g=0.748 2/2 [==============================] - 0s 19ms/step >12, 527/693, d1=0.665, d2=0.689 g=0.764 2/2 [==============================] - 0s 17ms/step >12, 528/693, d1=0.660, d2=0.679 g=0.757 2/2 [==============================] - 0s 19ms/step >12, 529/693, d1=0.643, d2=0.696 g=0.765 2/2 [==============================] - 0s 20ms/step >12, 530/693, d1=0.677, d2=0.660 g=0.768 2/2 [==============================] - 0s 19ms/step >12, 531/693, d1=0.698, d2=0.663 g=0.789 2/2 [==============================] - 0s 18ms/step >12, 532/693, d1=0.708, d2=0.685 g=0.807 2/2 [==============================] - 0s 19ms/step >12, 533/693, d1=0.691, d2=0.670 g=0.776 2/2 [==============================] - 0s 20ms/step >12, 534/693, d1=0.682, d2=0.675 g=0.798 2/2 [==============================] - 0s 19ms/step >12, 535/693, d1=0.653, d2=0.676 g=0.804 2/2 [==============================] - 0s 19ms/step >12, 536/693, d1=0.691, d2=0.642 g=0.788 2/2 [==============================] - 0s 17ms/step >12, 537/693, d1=0.697, d2=0.690 g=0.786 2/2 [==============================] - 0s 18ms/step >12, 538/693, d1=0.685, d2=0.644 g=0.790 2/2 [==============================] - 0s 20ms/step >12, 539/693, d1=0.666, d2=0.676 g=0.765 2/2 [==============================] - 0s 18ms/step >12, 540/693, d1=0.679, d2=0.681 g=0.784 2/2 [==============================] - 0s 17ms/step >12, 541/693, d1=0.684, d2=0.684 g=0.769 2/2 [==============================] - 0s 20ms/step >12, 542/693, d1=0.682, d2=0.684 g=0.770 2/2 [==============================] - 0s 18ms/step >12, 543/693, d1=0.704, d2=0.731 g=0.767 2/2 [==============================] - 0s 18ms/step >12, 544/693, d1=0.641, d2=0.700 g=0.803 2/2 [==============================] - 0s 20ms/step >12, 545/693, d1=0.720, d2=0.656 g=0.786 2/2 [==============================] - 0s 17ms/step >12, 546/693, d1=0.662, d2=0.666 g=0.798 2/2 [==============================] - 0s 19ms/step >12, 547/693, d1=0.663, d2=0.682 g=0.773 2/2 [==============================] - 0s 19ms/step >12, 548/693, d1=0.678, d2=0.654 g=0.761 2/2 [==============================] - 0s 18ms/step >12, 549/693, d1=0.650, d2=0.652 g=0.763 2/2 [==============================] - 0s 18ms/step >12, 550/693, d1=0.658, d2=0.689 g=0.773 2/2 [==============================] - 0s 19ms/step >12, 551/693, d1=0.668, d2=0.685 g=0.780 2/2 [==============================] - 0s 18ms/step >12, 552/693, d1=0.640, d2=0.728 g=0.778 2/2 [==============================] - 0s 18ms/step >12, 553/693, d1=0.698, d2=0.688 g=0.777 2/2 [==============================] - 0s 17ms/step >12, 554/693, d1=0.658, d2=0.664 g=0.798 2/2 [==============================] - 0s 20ms/step >12, 555/693, d1=0.713, d2=0.667 g=0.777 2/2 [==============================] - 0s 20ms/step >12, 556/693, d1=0.658, d2=0.672 g=0.777 2/2 [==============================] - 0s 19ms/step >12, 557/693, d1=0.678, d2=0.682 g=0.801 2/2 [==============================] - 0s 18ms/step >12, 558/693, d1=0.696, d2=0.655 g=0.805 2/2 [==============================] - 0s 18ms/step >12, 559/693, d1=0.685, d2=0.662 g=0.799 2/2 [==============================] - 0s 17ms/step >12, 560/693, d1=0.654, d2=0.685 g=0.792 2/2 [==============================] - 0s 18ms/step >12, 561/693, d1=0.694, d2=0.658 g=0.795 2/2 [==============================] - 0s 17ms/step >12, 562/693, d1=0.690, d2=0.692 g=0.783 2/2 [==============================] - 0s 19ms/step >12, 563/693, d1=0.659, d2=0.686 g=0.779 2/2 [==============================] - 0s 19ms/step >12, 564/693, d1=0.654, d2=0.715 g=0.763 2/2 [==============================] - 0s 18ms/step >12, 565/693, d1=0.698, d2=0.654 g=0.789 2/2 [==============================] - 0s 19ms/step >12, 566/693, d1=0.695, d2=0.684 g=0.774 2/2 [==============================] - 0s 19ms/step >12, 567/693, d1=0.676, d2=0.642 g=0.765 2/2 [==============================] - 0s 20ms/step >12, 568/693, d1=0.715, d2=0.670 g=0.762 2/2 [==============================] - 0s 18ms/step >12, 569/693, d1=0.670, d2=0.682 g=0.743 2/2 [==============================] - 0s 19ms/step >12, 570/693, d1=0.636, d2=0.669 g=0.756 2/2 [==============================] - 0s 19ms/step >12, 571/693, d1=0.668, d2=0.685 g=0.770 2/2 [==============================] - 0s 20ms/step >12, 572/693, d1=0.671, d2=0.677 g=0.775 2/2 [==============================] - 0s 18ms/step >12, 573/693, d1=0.655, d2=0.691 g=0.796 2/2 [==============================] - 0s 18ms/step >12, 574/693, d1=0.679, d2=0.705 g=0.769 2/2 [==============================] - 0s 19ms/step >12, 575/693, d1=0.671, d2=0.694 g=0.762 2/2 [==============================] - 0s 18ms/step >12, 576/693, d1=0.686, d2=0.691 g=0.783 2/2 [==============================] - 0s 20ms/step >12, 577/693, d1=0.684, d2=0.662 g=0.793 2/2 [==============================] - 0s 18ms/step >12, 578/693, d1=0.684, d2=0.647 g=0.791 2/2 [==============================] - 0s 19ms/step >12, 579/693, d1=0.685, d2=0.679 g=0.804 2/2 [==============================] - 0s 19ms/step >12, 580/693, d1=0.648, d2=0.654 g=0.782 2/2 [==============================] - 0s 18ms/step >12, 581/693, d1=0.691, d2=0.636 g=0.797 2/2 [==============================] - 0s 20ms/step >12, 582/693, d1=0.688, d2=0.667 g=0.796 2/2 [==============================] - 0s 19ms/step >12, 583/693, d1=0.685, d2=0.681 g=0.781 2/2 [==============================] - 0s 18ms/step >12, 584/693, d1=0.691, d2=0.655 g=0.780 2/2 [==============================] - 0s 20ms/step >12, 585/693, d1=0.687, d2=0.715 g=0.799 2/2 [==============================] - 0s 18ms/step >12, 586/693, d1=0.690, d2=0.639 g=0.822 2/2 [==============================] - 0s 19ms/step >12, 587/693, d1=0.655, d2=0.671 g=0.770 2/2 [==============================] - 0s 19ms/step >12, 588/693, d1=0.668, d2=0.666 g=0.800 2/2 [==============================] - 0s 17ms/step >12, 589/693, d1=0.659, d2=0.670 g=0.771 2/2 [==============================] - 0s 18ms/step >12, 590/693, d1=0.666, d2=0.659 g=0.746 2/2 [==============================] - 0s 19ms/step >12, 591/693, d1=0.665, d2=0.676 g=0.762 2/2 [==============================] - 0s 19ms/step >12, 592/693, d1=0.666, d2=0.704 g=0.754 2/2 [==============================] - 0s 19ms/step >12, 593/693, d1=0.656, d2=0.665 g=0.769 2/2 [==============================] - 0s 17ms/step >12, 594/693, d1=0.672, d2=0.696 g=0.788 2/2 [==============================] - 0s 18ms/step >12, 595/693, d1=0.688, d2=0.650 g=0.805 2/2 [==============================] - 0s 18ms/step >12, 596/693, d1=0.714, d2=0.669 g=0.781 2/2 [==============================] - 0s 18ms/step >12, 597/693, d1=0.644, d2=0.686 g=0.766 2/2 [==============================] - 0s 18ms/step >12, 598/693, d1=0.673, d2=0.722 g=0.769 2/2 [==============================] - 0s 18ms/step >12, 599/693, d1=0.660, d2=0.656 g=0.790 2/2 [==============================] - 0s 19ms/step >12, 600/693, d1=0.683, d2=0.681 g=0.804 2/2 [==============================] - 0s 18ms/step >12, 601/693, d1=0.687, d2=0.672 g=0.792 2/2 [==============================] - 0s 17ms/step >12, 602/693, d1=0.686, d2=0.676 g=0.760 2/2 [==============================] - 0s 18ms/step >12, 603/693, d1=0.702, d2=0.674 g=0.801 2/2 [==============================] - 0s 19ms/step >12, 604/693, d1=0.694, d2=0.681 g=0.770 2/2 [==============================] - 0s 18ms/step >12, 605/693, d1=0.747, d2=0.699 g=0.802 2/2 [==============================] - 0s 17ms/step >12, 606/693, d1=0.712, d2=0.664 g=0.772 2/2 [==============================] - 0s 20ms/step >12, 607/693, d1=0.694, d2=0.676 g=0.762 2/2 [==============================] - 0s 18ms/step >12, 608/693, d1=0.639, d2=0.654 g=0.777 2/2 [==============================] - 0s 18ms/step >12, 609/693, d1=0.683, d2=0.671 g=0.762 2/2 [==============================] - 0s 20ms/step >12, 610/693, d1=0.674, d2=0.684 g=0.772 2/2 [==============================] - 0s 19ms/step >12, 611/693, d1=0.675, d2=0.691 g=0.752 2/2 [==============================] - 0s 16ms/step >12, 612/693, d1=0.675, d2=0.649 g=0.756 2/2 [==============================] - 0s 18ms/step >12, 613/693, d1=0.633, d2=0.704 g=0.745 2/2 [==============================] - 0s 18ms/step >12, 614/693, d1=0.656, d2=0.674 g=0.753 2/2 [==============================] - 0s 16ms/step >12, 615/693, d1=0.695, d2=0.690 g=0.808 2/2 [==============================] - 0s 18ms/step >12, 616/693, d1=0.697, d2=0.657 g=0.770 2/2 [==============================] - 0s 17ms/step >12, 617/693, d1=0.693, d2=0.678 g=0.757 2/2 [==============================] - 0s 19ms/step >12, 618/693, d1=0.651, d2=0.691 g=0.771 2/2 [==============================] - 0s 19ms/step >12, 619/693, d1=0.687, d2=0.671 g=0.771 2/2 [==============================] - 0s 19ms/step >12, 620/693, d1=0.682, d2=0.652 g=0.797 2/2 [==============================] - 0s 19ms/step >12, 621/693, d1=0.654, d2=0.702 g=0.795 2/2 [==============================] - 0s 20ms/step >12, 622/693, d1=0.670, d2=0.665 g=0.788 2/2 [==============================] - 0s 18ms/step >12, 623/693, d1=0.664, d2=0.673 g=0.811 2/2 [==============================] - 0s 17ms/step >12, 624/693, d1=0.727, d2=0.686 g=0.767 2/2 [==============================] - 0s 19ms/step >12, 625/693, d1=0.692, d2=0.671 g=0.757 2/2 [==============================] - 0s 18ms/step >12, 626/693, d1=0.652, d2=0.685 g=0.776 2/2 [==============================] - 0s 19ms/step >12, 627/693, d1=0.636, d2=0.684 g=0.801 2/2 [==============================] - 0s 18ms/step >12, 628/693, d1=0.718, d2=0.685 g=0.776 2/2 [==============================] - 0s 18ms/step >12, 629/693, d1=0.687, d2=0.660 g=0.791 2/2 [==============================] - 0s 20ms/step >12, 630/693, d1=0.706, d2=0.645 g=0.778 2/2 [==============================] - 0s 19ms/step >12, 631/693, d1=0.628, d2=0.671 g=0.764 2/2 [==============================] - 0s 18ms/step >12, 632/693, d1=0.661, d2=0.698 g=0.757 2/2 [==============================] - 0s 19ms/step >12, 633/693, d1=0.688, d2=0.667 g=0.756 2/2 [==============================] - 0s 18ms/step >12, 634/693, d1=0.625, d2=0.640 g=0.770 2/2 [==============================] - 0s 20ms/step >12, 635/693, d1=0.680, d2=0.664 g=0.787 2/2 [==============================] - 0s 18ms/step >12, 636/693, d1=0.683, d2=0.639 g=0.782 2/2 [==============================] - 0s 20ms/step >12, 637/693, d1=0.660, d2=0.682 g=0.786 2/2 [==============================] - 0s 19ms/step >12, 638/693, d1=0.646, d2=0.678 g=0.775 2/2 [==============================] - 0s 18ms/step >12, 639/693, d1=0.647, d2=0.703 g=0.781 2/2 [==============================] - 0s 19ms/step >12, 640/693, d1=0.678, d2=0.683 g=0.805 2/2 [==============================] - 0s 17ms/step >12, 641/693, d1=0.674, d2=0.665 g=0.806 2/2 [==============================] - 0s 19ms/step >12, 642/693, d1=0.719, d2=0.667 g=0.780 2/2 [==============================] - 0s 19ms/step >12, 643/693, d1=0.684, d2=0.675 g=0.827 2/2 [==============================] - 0s 19ms/step >12, 644/693, d1=0.715, d2=0.670 g=0.787 2/2 [==============================] - 0s 18ms/step >12, 645/693, d1=0.708, d2=0.645 g=0.785 2/2 [==============================] - 0s 19ms/step >12, 646/693, d1=0.660, d2=0.659 g=0.780 2/2 [==============================] - 0s 19ms/step >12, 647/693, d1=0.632, d2=0.666 g=0.785 2/2 [==============================] - 0s 17ms/step >12, 648/693, d1=0.665, d2=0.660 g=0.768 2/2 [==============================] - 0s 16ms/step >12, 649/693, d1=0.641, d2=0.691 g=0.791 2/2 [==============================] - 0s 20ms/step >12, 650/693, d1=0.649, d2=0.683 g=0.775 2/2 [==============================] - 0s 17ms/step >12, 651/693, d1=0.665, d2=0.654 g=0.806 2/2 [==============================] - 0s 19ms/step >12, 652/693, d1=0.678, d2=0.621 g=0.800 2/2 [==============================] - 0s 17ms/step >12, 653/693, d1=0.684, d2=0.659 g=0.776 2/2 [==============================] - 0s 19ms/step >12, 654/693, d1=0.662, d2=0.653 g=0.782 2/2 [==============================] - 0s 18ms/step >12, 655/693, d1=0.647, d2=0.676 g=0.782 2/2 [==============================] - 0s 18ms/step >12, 656/693, d1=0.658, d2=0.705 g=0.798 2/2 [==============================] - 0s 19ms/step >12, 657/693, d1=0.669, d2=0.692 g=0.794 2/2 [==============================] - 0s 18ms/step >12, 658/693, d1=0.704, d2=0.649 g=0.797 2/2 [==============================] - 0s 20ms/step >12, 659/693, d1=0.702, d2=0.661 g=0.770 2/2 [==============================] - 0s 19ms/step >12, 660/693, d1=0.646, d2=0.671 g=0.783 2/2 [==============================] - 0s 19ms/step >12, 661/693, d1=0.640, d2=0.639 g=0.801 2/2 [==============================] - 0s 18ms/step >12, 662/693, d1=0.685, d2=0.630 g=0.819 2/2 [==============================] - 0s 18ms/step >12, 663/693, d1=0.694, d2=0.624 g=0.749 2/2 [==============================] - 0s 17ms/step >12, 664/693, d1=0.668, d2=0.671 g=0.788 2/2 [==============================] - 0s 20ms/step >12, 665/693, d1=0.649, d2=0.720 g=0.761 2/2 [==============================] - 0s 19ms/step >12, 666/693, d1=0.673, d2=0.673 g=0.785 2/2 [==============================] - 0s 18ms/step >12, 667/693, d1=0.680, d2=0.674 g=0.792 2/2 [==============================] - 0s 19ms/step >12, 668/693, d1=0.685, d2=0.676 g=0.777 2/2 [==============================] - 0s 19ms/step >12, 669/693, d1=0.686, d2=0.691 g=0.780 2/2 [==============================] - 0s 19ms/step >12, 670/693, d1=0.684, d2=0.692 g=0.758 2/2 [==============================] - 0s 19ms/step >12, 671/693, d1=0.705, d2=0.657 g=0.792 2/2 [==============================] - 0s 20ms/step >12, 672/693, d1=0.698, d2=0.662 g=0.763 2/2 [==============================] - 0s 19ms/step >12, 673/693, d1=0.683, d2=0.625 g=0.794 2/2 [==============================] - 0s 19ms/step >12, 674/693, d1=0.639, d2=0.683 g=0.766 2/2 [==============================] - 0s 17ms/step >12, 675/693, d1=0.655, d2=0.703 g=0.773 2/2 [==============================] - 0s 20ms/step >12, 676/693, d1=0.654, d2=0.674 g=0.755 2/2 [==============================] - 0s 17ms/step >12, 677/693, d1=0.632, d2=0.662 g=0.757 2/2 [==============================] - 0s 18ms/step >12, 678/693, d1=0.686, d2=0.678 g=0.789 2/2 [==============================] - 0s 20ms/step >12, 679/693, d1=0.704, d2=0.674 g=0.766 2/2 [==============================] - 0s 18ms/step >12, 680/693, d1=0.646, d2=0.687 g=0.768 2/2 [==============================] - 0s 18ms/step >12, 681/693, d1=0.661, d2=0.680 g=0.779 2/2 [==============================] - 0s 18ms/step >12, 682/693, d1=0.670, d2=0.668 g=0.771 2/2 [==============================] - 0s 19ms/step >12, 683/693, d1=0.681, d2=0.687 g=0.786 2/2 [==============================] - 0s 19ms/step >12, 684/693, d1=0.636, d2=0.685 g=0.781 2/2 [==============================] - 0s 18ms/step >12, 685/693, d1=0.677, d2=0.643 g=0.777 2/2 [==============================] - 0s 19ms/step >12, 686/693, d1=0.688, d2=0.725 g=0.764 2/2 [==============================] - 0s 20ms/step >12, 687/693, d1=0.695, d2=0.708 g=0.762 2/2 [==============================] - 0s 20ms/step >12, 688/693, d1=0.639, d2=0.688 g=0.787 2/2 [==============================] - 0s 18ms/step >12, 689/693, d1=0.685, d2=0.704 g=0.791 2/2 [==============================] - 0s 18ms/step >12, 690/693, d1=0.670, d2=0.672 g=0.753 2/2 [==============================] - 0s 19ms/step >12, 691/693, d1=0.640, d2=0.695 g=0.783 2/2 [==============================] - 0s 19ms/step >12, 692/693, d1=0.676, d2=0.698 g=0.767 2/2 [==============================] - 0s 19ms/step >12, 693/693, d1=0.675, d2=0.648 g=0.768 2/2 [==============================] - 0s 20ms/step >13, 1/693, d1=0.682, d2=0.714 g=0.763 2/2 [==============================] - 0s 18ms/step >13, 2/693, d1=0.671, d2=0.695 g=0.774 2/2 [==============================] - 0s 19ms/step >13, 3/693, d1=0.669, d2=0.723 g=0.785 2/2 [==============================] - 0s 19ms/step >13, 4/693, d1=0.635, d2=0.697 g=0.781 2/2 [==============================] - 0s 16ms/step >13, 5/693, d1=0.662, d2=0.688 g=0.786 2/2 [==============================] - 0s 19ms/step >13, 6/693, d1=0.674, d2=0.648 g=0.809 2/2 [==============================] - 0s 17ms/step >13, 7/693, d1=0.673, d2=0.656 g=0.776 2/2 [==============================] - 0s 18ms/step >13, 8/693, d1=0.651, d2=0.695 g=0.781 2/2 [==============================] - 0s 21ms/step >13, 9/693, d1=0.688, d2=0.691 g=0.760 2/2 [==============================] - 0s 19ms/step >13, 10/693, d1=0.676, d2=0.662 g=0.780 2/2 [==============================] - 0s 18ms/step >13, 11/693, d1=0.689, d2=0.656 g=0.764 2/2 [==============================] - 0s 19ms/step >13, 12/693, d1=0.628, d2=0.713 g=0.748 2/2 [==============================] - 0s 17ms/step >13, 13/693, d1=0.668, d2=0.665 g=0.773 2/2 [==============================] - 0s 19ms/step >13, 14/693, d1=0.596, d2=0.688 g=0.734 2/2 [==============================] - 0s 20ms/step >13, 15/693, d1=0.666, d2=0.702 g=0.745 2/2 [==============================] - 0s 19ms/step >13, 16/693, d1=0.623, d2=0.684 g=0.745 2/2 [==============================] - 0s 19ms/step >13, 17/693, d1=0.656, d2=0.707 g=0.780 2/2 [==============================] - 0s 19ms/step >13, 18/693, d1=0.700, d2=0.686 g=0.778 2/2 [==============================] - 0s 19ms/step >13, 19/693, d1=0.678, d2=0.662 g=0.777 2/2 [==============================] - 0s 17ms/step >13, 20/693, d1=0.653, d2=0.674 g=0.766 2/2 [==============================] - 0s 19ms/step >13, 21/693, d1=0.662, d2=0.655 g=0.791 2/2 [==============================] - 0s 18ms/step >13, 22/693, d1=0.673, d2=0.693 g=0.792 2/2 [==============================] - 0s 19ms/step >13, 23/693, d1=0.651, d2=0.675 g=0.765 2/2 [==============================] - 0s 19ms/step >13, 24/693, d1=0.652, d2=0.655 g=0.761 2/2 [==============================] - 0s 19ms/step >13, 25/693, d1=0.675, d2=0.690 g=0.764 2/2 [==============================] - 0s 18ms/step >13, 26/693, d1=0.647, d2=0.658 g=0.784 2/2 [==============================] - 0s 17ms/step >13, 27/693, d1=0.650, d2=0.672 g=0.761 2/2 [==============================] - 0s 20ms/step >13, 28/693, d1=0.670, d2=0.661 g=0.765 2/2 [==============================] - 0s 20ms/step >13, 29/693, d1=0.663, d2=0.686 g=0.783 2/2 [==============================] - 0s 17ms/step >13, 30/693, d1=0.627, d2=0.675 g=0.768 2/2 [==============================] - 0s 19ms/step >13, 31/693, d1=0.678, d2=0.659 g=0.778 2/2 [==============================] - 0s 17ms/step >13, 32/693, d1=0.665, d2=0.644 g=0.776 2/2 [==============================] - 0s 19ms/step >13, 33/693, d1=0.721, d2=0.709 g=0.824 2/2 [==============================] - 0s 18ms/step >13, 34/693, d1=0.726, d2=0.636 g=0.771 2/2 [==============================] - 0s 19ms/step >13, 35/693, d1=0.653, d2=0.657 g=0.765 2/2 [==============================] - 0s 16ms/step >13, 36/693, d1=0.669, d2=0.686 g=0.768 2/2 [==============================] - 0s 18ms/step >13, 37/693, d1=0.692, d2=0.695 g=0.780 2/2 [==============================] - 0s 19ms/step >13, 38/693, d1=0.650, d2=0.672 g=0.786 2/2 [==============================] - 0s 19ms/step >13, 39/693, d1=0.658, d2=0.681 g=0.796 2/2 [==============================] - 0s 18ms/step >13, 40/693, d1=0.673, d2=0.683 g=0.819 2/2 [==============================] - 0s 20ms/step >13, 41/693, d1=0.687, d2=0.672 g=0.823 2/2 [==============================] - 0s 18ms/step >13, 42/693, d1=0.701, d2=0.649 g=0.769 2/2 [==============================] - 0s 17ms/step >13, 43/693, d1=0.683, d2=0.680 g=0.790 2/2 [==============================] - 0s 21ms/step >13, 44/693, d1=0.636, d2=0.650 g=0.794 2/2 [==============================] - 0s 19ms/step >13, 45/693, d1=0.652, d2=0.687 g=0.782 2/2 [==============================] - 0s 19ms/step >13, 46/693, d1=0.678, d2=0.639 g=0.799 2/2 [==============================] - 0s 18ms/step >13, 47/693, d1=0.662, d2=0.664 g=0.783 2/2 [==============================] - 0s 18ms/step >13, 48/693, d1=0.740, d2=0.687 g=0.763 2/2 [==============================] - 0s 18ms/step >13, 49/693, d1=0.663, d2=0.663 g=0.787 2/2 [==============================] - 0s 19ms/step >13, 50/693, d1=0.677, d2=0.660 g=0.749 2/2 [==============================] - 0s 19ms/step >13, 51/693, d1=0.699, d2=0.693 g=0.767 2/2 [==============================] - 0s 18ms/step >13, 52/693, d1=0.647, d2=0.701 g=0.802 2/2 [==============================] - 0s 19ms/step >13, 53/693, d1=0.671, d2=0.670 g=0.780 2/2 [==============================] - 0s 19ms/step >13, 54/693, d1=0.680, d2=0.648 g=0.782 2/2 [==============================] - 0s 18ms/step >13, 55/693, d1=0.668, d2=0.666 g=0.803 2/2 [==============================] - 0s 18ms/step >13, 56/693, d1=0.689, d2=0.639 g=0.788 2/2 [==============================] - 0s 18ms/step >13, 57/693, d1=0.700, d2=0.676 g=0.816 2/2 [==============================] - 0s 19ms/step >13, 58/693, d1=0.739, d2=0.673 g=0.798 2/2 [==============================] - 0s 17ms/step >13, 59/693, d1=0.677, d2=0.638 g=0.798 2/2 [==============================] - 0s 19ms/step >13, 60/693, d1=0.713, d2=0.663 g=0.783 2/2 [==============================] - 0s 18ms/step >13, 61/693, d1=0.691, d2=0.665 g=0.792 2/2 [==============================] - 0s 18ms/step >13, 62/693, d1=0.658, d2=0.698 g=0.763 2/2 [==============================] - 0s 21ms/step >13, 63/693, d1=0.654, d2=0.681 g=0.768 2/2 [==============================] - 0s 17ms/step >13, 64/693, d1=0.657, d2=0.667 g=0.773 2/2 [==============================] - 0s 18ms/step >13, 65/693, d1=0.680, d2=0.651 g=0.760 2/2 [==============================] - 0s 19ms/step >13, 66/693, d1=0.685, d2=0.698 g=0.769 2/2 [==============================] - 0s 19ms/step >13, 67/693, d1=0.618, d2=0.675 g=0.797 2/2 [==============================] - 0s 18ms/step >13, 68/693, d1=0.639, d2=0.648 g=0.787 2/2 [==============================] - 0s 19ms/step >13, 69/693, d1=0.704, d2=0.733 g=0.808 2/2 [==============================] - 0s 20ms/step >13, 70/693, d1=0.634, d2=0.649 g=0.796 2/2 [==============================] - 0s 19ms/step >13, 71/693, d1=0.686, d2=0.676 g=0.800 2/2 [==============================] - 0s 16ms/step >13, 72/693, d1=0.685, d2=0.632 g=0.792 2/2 [==============================] - 0s 19ms/step >13, 73/693, d1=0.670, d2=0.653 g=0.797 2/2 [==============================] - 0s 19ms/step >13, 74/693, d1=0.664, d2=0.659 g=0.797 2/2 [==============================] - 0s 17ms/step >13, 75/693, d1=0.649, d2=0.690 g=0.804 2/2 [==============================] - 0s 19ms/step >13, 76/693, d1=0.677, d2=0.705 g=0.791 2/2 [==============================] - 0s 19ms/step >13, 77/693, d1=0.654, d2=0.672 g=0.806 2/2 [==============================] - 0s 19ms/step >13, 78/693, d1=0.707, d2=0.701 g=0.813 2/2 [==============================] - 0s 18ms/step >13, 79/693, d1=0.680, d2=0.658 g=0.765 2/2 [==============================] - 0s 20ms/step >13, 80/693, d1=0.680, d2=0.673 g=0.777 2/2 [==============================] - 0s 19ms/step >13, 81/693, d1=0.668, d2=0.698 g=0.771 2/2 [==============================] - 0s 23ms/step >13, 82/693, d1=0.659, d2=0.679 g=0.777 2/2 [==============================] - 0s 18ms/step >13, 83/693, d1=0.648, d2=0.672 g=0.782 2/2 [==============================] - 0s 19ms/step >13, 84/693, d1=0.674, d2=0.639 g=0.795 2/2 [==============================] - 0s 19ms/step >13, 85/693, d1=0.684, d2=0.665 g=0.783 2/2 [==============================] - 0s 17ms/step >13, 86/693, d1=0.620, d2=0.671 g=0.776 2/2 [==============================] - 0s 17ms/step >13, 87/693, d1=0.650, d2=0.702 g=0.794 2/2 [==============================] - 0s 19ms/step >13, 88/693, d1=0.691, d2=0.676 g=0.802 2/2 [==============================] - 0s 19ms/step >13, 89/693, d1=0.688, d2=0.638 g=0.801 2/2 [==============================] - 0s 19ms/step >13, 90/693, d1=0.708, d2=0.660 g=0.781 2/2 [==============================] - 0s 20ms/step >13, 91/693, d1=0.685, d2=0.680 g=0.800 2/2 [==============================] - 0s 20ms/step >13, 92/693, d1=0.675, d2=0.636 g=0.756 2/2 [==============================] - 0s 18ms/step >13, 93/693, d1=0.678, d2=0.681 g=0.800 2/2 [==============================] - 0s 18ms/step >13, 94/693, d1=0.715, d2=0.666 g=0.813 2/2 [==============================] - 0s 18ms/step >13, 95/693, d1=0.670, d2=0.656 g=0.776 2/2 [==============================] - 0s 19ms/step >13, 96/693, d1=0.691, d2=0.680 g=0.805 2/2 [==============================] - 0s 17ms/step >13, 97/693, d1=0.661, d2=0.664 g=0.797 2/2 [==============================] - 0s 19ms/step >13, 98/693, d1=0.680, d2=0.660 g=0.787 2/2 [==============================] - 0s 20ms/step >13, 99/693, d1=0.698, d2=0.628 g=0.817 2/2 [==============================] - 0s 17ms/step >13, 100/693, d1=0.694, d2=0.682 g=0.788 2/2 [==============================] - 0s 19ms/step >13, 101/693, d1=0.655, d2=0.679 g=0.799 2/2 [==============================] - 0s 21ms/step >13, 102/693, d1=0.686, d2=0.670 g=0.758 2/2 [==============================] - 0s 19ms/step >13, 103/693, d1=0.667, d2=0.709 g=0.766 2/2 [==============================] - 0s 17ms/step >13, 104/693, d1=0.673, d2=0.645 g=0.757 2/2 [==============================] - 0s 19ms/step >13, 105/693, d1=0.679, d2=0.705 g=0.765 2/2 [==============================] - 0s 19ms/step >13, 106/693, d1=0.668, d2=0.655 g=0.763 2/2 [==============================] - 0s 18ms/step >13, 107/693, d1=0.673, d2=0.658 g=0.778 2/2 [==============================] - 0s 18ms/step >13, 108/693, d1=0.668, d2=0.662 g=0.782 2/2 [==============================] - 0s 19ms/step >13, 109/693, d1=0.646, d2=0.679 g=0.810 2/2 [==============================] - 0s 19ms/step >13, 110/693, d1=0.676, d2=0.669 g=0.794 2/2 [==============================] - 0s 19ms/step >13, 111/693, d1=0.667, d2=0.651 g=0.796 2/2 [==============================] - 0s 18ms/step >13, 112/693, d1=0.666, d2=0.674 g=0.788 2/2 [==============================] - 0s 18ms/step >13, 113/693, d1=0.700, d2=0.666 g=0.782 2/2 [==============================] - 0s 18ms/step >13, 114/693, d1=0.672, d2=0.694 g=0.734 2/2 [==============================] - 0s 18ms/step >13, 115/693, d1=0.642, d2=0.703 g=0.755 2/2 [==============================] - 0s 19ms/step >13, 116/693, d1=0.665, d2=0.673 g=0.750 2/2 [==============================] - 0s 20ms/step >13, 117/693, d1=0.681, d2=0.647 g=0.749 2/2 [==============================] - 0s 20ms/step >13, 118/693, d1=0.648, d2=0.674 g=0.770 2/2 [==============================] - 0s 17ms/step >13, 119/693, d1=0.649, d2=0.697 g=0.778 2/2 [==============================] - 0s 18ms/step >13, 120/693, d1=0.636, d2=0.696 g=0.775 2/2 [==============================] - 0s 18ms/step >13, 121/693, d1=0.668, d2=0.721 g=0.775 2/2 [==============================] - 0s 20ms/step >13, 122/693, d1=0.683, d2=0.687 g=0.781 2/2 [==============================] - 0s 18ms/step >13, 123/693, d1=0.665, d2=0.649 g=0.767 2/2 [==============================] - 0s 16ms/step >13, 124/693, d1=0.665, d2=0.676 g=0.772 2/2 [==============================] - 0s 20ms/step >13, 125/693, d1=0.659, d2=0.661 g=0.780 2/2 [==============================] - 0s 18ms/step >13, 126/693, d1=0.686, d2=0.665 g=0.800 2/2 [==============================] - 0s 19ms/step >13, 127/693, d1=0.663, d2=0.691 g=0.784 2/2 [==============================] - 0s 18ms/step >13, 128/693, d1=0.709, d2=0.664 g=0.786 2/2 [==============================] - 0s 19ms/step >13, 129/693, d1=0.614, d2=0.670 g=0.758 2/2 [==============================] - 0s 20ms/step >13, 130/693, d1=0.656, d2=0.672 g=0.796 2/2 [==============================] - 0s 20ms/step >13, 131/693, d1=0.675, d2=0.690 g=0.779 2/2 [==============================] - 0s 18ms/step >13, 132/693, d1=0.676, d2=0.671 g=0.770 2/2 [==============================] - 0s 19ms/step >13, 133/693, d1=0.655, d2=0.653 g=0.766 2/2 [==============================] - 0s 18ms/step >13, 134/693, d1=0.646, d2=0.648 g=0.790 2/2 [==============================] - 0s 19ms/step >13, 135/693, d1=0.680, d2=0.665 g=0.774 2/2 [==============================] - 0s 19ms/step >13, 136/693, d1=0.655, d2=0.691 g=0.776 2/2 [==============================] - 0s 18ms/step >13, 137/693, d1=0.639, d2=0.678 g=0.783 2/2 [==============================] - 0s 16ms/step >13, 138/693, d1=0.663, d2=0.670 g=0.801 2/2 [==============================] - 0s 18ms/step >13, 139/693, d1=0.666, d2=0.652 g=0.797 2/2 [==============================] - 0s 20ms/step >13, 140/693, d1=0.652, d2=0.672 g=0.801 2/2 [==============================] - 0s 18ms/step >13, 141/693, d1=0.656, d2=0.664 g=0.747 2/2 [==============================] - 0s 18ms/step >13, 142/693, d1=0.664, d2=0.685 g=0.794 2/2 [==============================] - 0s 19ms/step >13, 143/693, d1=0.625, d2=0.708 g=0.776 2/2 [==============================] - 0s 18ms/step >13, 144/693, d1=0.692, d2=0.708 g=0.762 2/2 [==============================] - 0s 20ms/step >13, 145/693, d1=0.624, d2=0.691 g=0.744 2/2 [==============================] - 0s 18ms/step >13, 146/693, d1=0.670, d2=0.658 g=0.781 2/2 [==============================] - 0s 20ms/step >13, 147/693, d1=0.649, d2=0.681 g=0.799 2/2 [==============================] - 0s 17ms/step >13, 148/693, d1=0.698, d2=0.658 g=0.799 2/2 [==============================] - 0s 19ms/step >13, 149/693, d1=0.667, d2=0.677 g=0.777 2/2 [==============================] - 0s 19ms/step >13, 150/693, d1=0.651, d2=0.691 g=0.781 2/2 [==============================] - 0s 18ms/step >13, 151/693, d1=0.680, d2=0.683 g=0.821 2/2 [==============================] - 0s 19ms/step >13, 152/693, d1=0.703, d2=0.676 g=0.814 2/2 [==============================] - 0s 18ms/step >13, 153/693, d1=0.662, d2=0.631 g=0.806 2/2 [==============================] - 0s 20ms/step >13, 154/693, d1=0.688, d2=0.662 g=0.785 2/2 [==============================] - 0s 18ms/step >13, 155/693, d1=0.678, d2=0.659 g=0.800 2/2 [==============================] - 0s 19ms/step >13, 156/693, d1=0.719, d2=0.655 g=0.803 2/2 [==============================] - 0s 18ms/step >13, 157/693, d1=0.652, d2=0.685 g=0.798 2/2 [==============================] - 0s 18ms/step >13, 158/693, d1=0.694, d2=0.664 g=0.808 2/2 [==============================] - 0s 19ms/step >13, 159/693, d1=0.675, d2=0.704 g=0.745 2/2 [==============================] - 0s 18ms/step >13, 160/693, d1=0.663, d2=0.648 g=0.767 2/2 [==============================] - 0s 18ms/step >13, 161/693, d1=0.655, d2=0.702 g=0.778 2/2 [==============================] - 0s 20ms/step >13, 162/693, d1=0.623, d2=0.688 g=0.777 2/2 [==============================] - 0s 18ms/step >13, 163/693, d1=0.633, d2=0.694 g=0.776 2/2 [==============================] - 0s 17ms/step >13, 164/693, d1=0.659, d2=0.687 g=0.773 2/2 [==============================] - 0s 18ms/step >13, 165/693, d1=0.706, d2=0.646 g=0.800 2/2 [==============================] - 0s 18ms/step >13, 166/693, d1=0.701, d2=0.661 g=0.803 2/2 [==============================] - 0s 19ms/step >13, 167/693, d1=0.694, d2=0.656 g=0.776 2/2 [==============================] - 0s 19ms/step >13, 168/693, d1=0.645, d2=0.662 g=0.794 2/2 [==============================] - 0s 19ms/step >13, 169/693, d1=0.679, d2=0.645 g=0.789 2/2 [==============================] - 0s 17ms/step >13, 170/693, d1=0.685, d2=0.640 g=0.774 2/2 [==============================] - 0s 18ms/step >13, 171/693, d1=0.642, d2=0.652 g=0.787 2/2 [==============================] - 0s 20ms/step >13, 172/693, d1=0.636, d2=0.664 g=0.792 2/2 [==============================] - 0s 18ms/step >13, 173/693, d1=0.615, d2=0.660 g=0.796 2/2 [==============================] - 0s 19ms/step >13, 174/693, d1=0.677, d2=0.666 g=0.786 2/2 [==============================] - 0s 20ms/step >13, 175/693, d1=0.626, d2=0.677 g=0.769 2/2 [==============================] - 0s 18ms/step >13, 176/693, d1=0.661, d2=0.660 g=0.796 2/2 [==============================] - 0s 19ms/step >13, 177/693, d1=0.647, d2=0.745 g=0.757 2/2 [==============================] - 0s 18ms/step >13, 178/693, d1=0.594, d2=0.701 g=0.735 2/2 [==============================] - 0s 20ms/step >13, 179/693, d1=0.685, d2=0.692 g=0.776 2/2 [==============================] - 0s 17ms/step >13, 180/693, d1=0.677, d2=0.684 g=0.786 2/2 [==============================] - 0s 19ms/step >13, 181/693, d1=0.677, d2=0.685 g=0.807 2/2 [==============================] - 0s 20ms/step >13, 182/693, d1=0.697, d2=0.671 g=0.844 2/2 [==============================] - 0s 20ms/step >13, 183/693, d1=0.691, d2=0.658 g=0.805 2/2 [==============================] - 0s 20ms/step >13, 184/693, d1=0.707, d2=0.617 g=0.813 2/2 [==============================] - 0s 18ms/step >13, 185/693, d1=0.691, d2=0.690 g=0.781 2/2 [==============================] - 0s 17ms/step >13, 186/693, d1=0.684, d2=0.640 g=0.834 2/2 [==============================] - 0s 19ms/step >13, 187/693, d1=0.692, d2=0.643 g=0.853 2/2 [==============================] - 0s 18ms/step >13, 188/693, d1=0.693, d2=0.626 g=0.804 2/2 [==============================] - 0s 18ms/step >13, 189/693, d1=0.686, d2=0.654 g=0.788 2/2 [==============================] - 0s 19ms/step >13, 190/693, d1=0.658, d2=0.650 g=0.782 2/2 [==============================] - 0s 20ms/step >13, 191/693, d1=0.668, d2=0.644 g=0.780 2/2 [==============================] - 0s 18ms/step >13, 192/693, d1=0.669, d2=0.643 g=0.744 2/2 [==============================] - 0s 19ms/step >13, 193/693, d1=0.650, d2=0.665 g=0.811 2/2 [==============================] - 0s 20ms/step >13, 194/693, d1=0.663, d2=0.685 g=0.797 2/2 [==============================] - 0s 18ms/step >13, 195/693, d1=0.634, d2=0.656 g=0.806 2/2 [==============================] - 0s 19ms/step >13, 196/693, d1=0.661, d2=0.657 g=0.839 2/2 [==============================] - 0s 17ms/step >13, 197/693, d1=0.672, d2=0.654 g=0.823 2/2 [==============================] - 0s 20ms/step >13, 198/693, d1=0.657, d2=0.638 g=0.781 2/2 [==============================] - 0s 19ms/step >13, 199/693, d1=0.652, d2=0.661 g=0.769 2/2 [==============================] - 0s 17ms/step >13, 200/693, d1=0.706, d2=0.672 g=0.783 2/2 [==============================] - 0s 19ms/step >13, 201/693, d1=0.649, d2=0.665 g=0.801 2/2 [==============================] - 0s 17ms/step >13, 202/693, d1=0.669, d2=0.660 g=0.799 2/2 [==============================] - 0s 19ms/step >13, 203/693, d1=0.664, d2=0.667 g=0.787 2/2 [==============================] - 0s 20ms/step >13, 204/693, d1=0.643, d2=0.682 g=0.772 2/2 [==============================] - 0s 16ms/step >13, 205/693, d1=0.648, d2=0.689 g=0.777 2/2 [==============================] - 0s 18ms/step >13, 206/693, d1=0.697, d2=0.652 g=0.763 2/2 [==============================] - 0s 17ms/step >13, 207/693, d1=0.660, d2=0.644 g=0.767 2/2 [==============================] - 0s 20ms/step >13, 208/693, d1=0.651, d2=0.719 g=0.752 2/2 [==============================] - 0s 20ms/step >13, 209/693, d1=0.692, d2=0.708 g=0.808 2/2 [==============================] - 0s 18ms/step >13, 210/693, d1=0.663, d2=0.655 g=0.832 2/2 [==============================] - 0s 20ms/step >13, 211/693, d1=0.650, d2=0.615 g=0.833 2/2 [==============================] - 0s 18ms/step >13, 212/693, d1=0.703, d2=0.600 g=0.829 2/2 [==============================] - 0s 19ms/step >13, 213/693, d1=0.665, d2=0.699 g=0.774 2/2 [==============================] - 0s 17ms/step >13, 214/693, d1=0.635, d2=0.673 g=0.818 2/2 [==============================] - 0s 18ms/step >13, 215/693, d1=0.676, d2=0.658 g=0.813 2/2 [==============================] - 0s 19ms/step >13, 216/693, d1=0.674, d2=0.681 g=0.782 2/2 [==============================] - 0s 18ms/step >13, 217/693, d1=0.661, d2=0.728 g=0.742 2/2 [==============================] - 0s 18ms/step >13, 218/693, d1=0.685, d2=0.670 g=0.765 2/2 [==============================] - 0s 20ms/step >13, 219/693, d1=0.666, d2=0.660 g=0.779 2/2 [==============================] - 0s 19ms/step >13, 220/693, d1=0.663, d2=0.662 g=0.806 2/2 [==============================] - 0s 19ms/step >13, 221/693, d1=0.665, d2=0.702 g=0.780 2/2 [==============================] - 0s 19ms/step >13, 222/693, d1=0.644, d2=0.692 g=0.781 2/2 [==============================] - 0s 21ms/step >13, 223/693, d1=0.623, d2=0.700 g=0.746 2/2 [==============================] - 0s 20ms/step >13, 224/693, d1=0.606, d2=0.681 g=0.752 2/2 [==============================] - 0s 18ms/step >13, 225/693, d1=0.672, d2=0.685 g=0.791 2/2 [==============================] - 0s 19ms/step >13, 226/693, d1=0.709, d2=0.654 g=0.805 2/2 [==============================] - 0s 19ms/step >13, 227/693, d1=0.689, d2=0.657 g=0.782 2/2 [==============================] - 0s 20ms/step >13, 228/693, d1=0.700, d2=0.670 g=0.794 2/2 [==============================] - 0s 19ms/step >13, 229/693, d1=0.672, d2=0.671 g=0.763 2/2 [==============================] - 0s 17ms/step >13, 230/693, d1=0.665, d2=0.629 g=0.803 2/2 [==============================] - 0s 19ms/step >13, 231/693, d1=0.688, d2=0.688 g=0.783 2/2 [==============================] - 0s 18ms/step >13, 232/693, d1=0.648, d2=0.686 g=0.760 2/2 [==============================] - 0s 19ms/step >13, 233/693, d1=0.710, d2=0.668 g=0.774 2/2 [==============================] - 0s 17ms/step >13, 234/693, d1=0.651, d2=0.676 g=0.761 2/2 [==============================] - 0s 19ms/step >13, 235/693, d1=0.637, d2=0.718 g=0.771 2/2 [==============================] - 0s 19ms/step >13, 236/693, d1=0.679, d2=0.688 g=0.768 2/2 [==============================] - 0s 19ms/step >13, 237/693, d1=0.658, d2=0.697 g=0.787 2/2 [==============================] - 0s 18ms/step >13, 238/693, d1=0.679, d2=0.672 g=0.785 2/2 [==============================] - 0s 18ms/step >13, 239/693, d1=0.650, d2=0.667 g=0.792 2/2 [==============================] - 0s 18ms/step >13, 240/693, d1=0.638, d2=0.682 g=0.774 2/2 [==============================] - 0s 19ms/step >13, 241/693, d1=0.611, d2=0.708 g=0.803 2/2 [==============================] - 0s 17ms/step >13, 242/693, d1=0.673, d2=0.655 g=0.798 2/2 [==============================] - 0s 19ms/step >13, 243/693, d1=0.668, d2=0.683 g=0.757 2/2 [==============================] - 0s 21ms/step >13, 244/693, d1=0.667, d2=0.665 g=0.793 2/2 [==============================] - 0s 17ms/step >13, 245/693, d1=0.688, d2=0.689 g=0.758 2/2 [==============================] - 0s 18ms/step >13, 246/693, d1=0.675, d2=0.652 g=0.797 2/2 [==============================] - 0s 20ms/step >13, 247/693, d1=0.636, d2=0.683 g=0.788 2/2 [==============================] - 0s 18ms/step >13, 248/693, d1=0.648, d2=0.657 g=0.813 2/2 [==============================] - 0s 17ms/step >13, 249/693, d1=0.692, d2=0.679 g=0.812 2/2 [==============================] - 0s 19ms/step >13, 250/693, d1=0.692, d2=0.669 g=0.799 2/2 [==============================] - 0s 18ms/step >13, 251/693, d1=0.688, d2=0.658 g=0.797 2/2 [==============================] - 0s 19ms/step >13, 252/693, d1=0.699, d2=0.681 g=0.812 2/2 [==============================] - 0s 18ms/step >13, 253/693, d1=0.680, d2=0.630 g=0.785 2/2 [==============================] - 0s 21ms/step >13, 254/693, d1=0.661, d2=0.671 g=0.775 2/2 [==============================] - 0s 16ms/step >13, 255/693, d1=0.695, d2=0.726 g=0.755 2/2 [==============================] - 0s 18ms/step >13, 256/693, d1=0.678, d2=0.709 g=0.797 2/2 [==============================] - 0s 20ms/step >13, 257/693, d1=0.707, d2=0.651 g=0.800 2/2 [==============================] - 0s 17ms/step >13, 258/693, d1=0.686, d2=0.624 g=0.803 2/2 [==============================] - 0s 19ms/step >13, 259/693, d1=0.692, d2=0.652 g=0.772 2/2 [==============================] - 0s 19ms/step >13, 260/693, d1=0.687, d2=0.697 g=0.787 2/2 [==============================] - 0s 19ms/step >13, 261/693, d1=0.606, d2=0.669 g=0.774 2/2 [==============================] - 0s 18ms/step >13, 262/693, d1=0.678, d2=0.661 g=0.784 2/2 [==============================] - 0s 19ms/step >13, 263/693, d1=0.694, d2=0.680 g=0.758 2/2 [==============================] - 0s 19ms/step >13, 264/693, d1=0.701, d2=0.650 g=0.785 2/2 [==============================] - 0s 19ms/step >13, 265/693, d1=0.676, d2=0.706 g=0.775 2/2 [==============================] - 0s 20ms/step >13, 266/693, d1=0.682, d2=0.691 g=0.789 2/2 [==============================] - 0s 19ms/step >13, 267/693, d1=0.647, d2=0.705 g=0.784 2/2 [==============================] - 0s 19ms/step >13, 268/693, d1=0.695, d2=0.693 g=0.795 2/2 [==============================] - 0s 18ms/step >13, 269/693, d1=0.647, d2=0.641 g=0.798 2/2 [==============================] - 0s 18ms/step >13, 270/693, d1=0.690, d2=0.673 g=0.789 2/2 [==============================] - 0s 19ms/step >13, 271/693, d1=0.683, d2=0.662 g=0.778 2/2 [==============================] - 0s 18ms/step >13, 272/693, d1=0.652, d2=0.665 g=0.787 2/2 [==============================] - 0s 18ms/step >13, 273/693, d1=0.709, d2=0.653 g=0.809 2/2 [==============================] - 0s 18ms/step >13, 274/693, d1=0.678, d2=0.679 g=0.809 2/2 [==============================] - 0s 18ms/step >13, 275/693, d1=0.674, d2=0.671 g=0.816 2/2 [==============================] - 0s 20ms/step >13, 276/693, d1=0.652, d2=0.641 g=0.812 2/2 [==============================] - 0s 19ms/step >13, 277/693, d1=0.625, d2=0.642 g=0.785 2/2 [==============================] - 0s 18ms/step >13, 278/693, d1=0.667, d2=0.675 g=0.772 2/2 [==============================] - 0s 19ms/step >13, 279/693, d1=0.718, d2=0.668 g=0.786 2/2 [==============================] - 0s 19ms/step >13, 280/693, d1=0.615, d2=0.658 g=0.786 2/2 [==============================] - 0s 19ms/step >13, 281/693, d1=0.633, d2=0.697 g=0.773 2/2 [==============================] - 0s 18ms/step >13, 282/693, d1=0.643, d2=0.639 g=0.797 2/2 [==============================] - 0s 19ms/step >13, 283/693, d1=0.710, d2=0.649 g=0.758 2/2 [==============================] - 0s 19ms/step >13, 284/693, d1=0.663, d2=0.688 g=0.793 2/2 [==============================] - 0s 18ms/step >13, 285/693, d1=0.685, d2=0.648 g=0.785 2/2 [==============================] - 0s 19ms/step >13, 286/693, d1=0.677, d2=0.700 g=0.821 2/2 [==============================] - 0s 18ms/step >13, 287/693, d1=0.679, d2=0.682 g=0.784 2/2 [==============================] - 0s 18ms/step >13, 288/693, d1=0.695, d2=0.662 g=0.778 2/2 [==============================] - 0s 17ms/step >13, 289/693, d1=0.681, d2=0.683 g=0.777 2/2 [==============================] - 0s 19ms/step >13, 290/693, d1=0.673, d2=0.722 g=0.789 2/2 [==============================] - 0s 19ms/step >13, 291/693, d1=0.675, d2=0.683 g=0.767 2/2 [==============================] - 0s 17ms/step >13, 292/693, d1=0.672, d2=0.660 g=0.781 2/2 [==============================] - 0s 20ms/step >13, 293/693, d1=0.631, d2=0.685 g=0.787 2/2 [==============================] - 0s 18ms/step >13, 294/693, d1=0.673, d2=0.654 g=0.796 2/2 [==============================] - 0s 19ms/step >13, 295/693, d1=0.659, d2=0.653 g=0.824 2/2 [==============================] - 0s 20ms/step >13, 296/693, d1=0.696, d2=0.623 g=0.785 2/2 [==============================] - 0s 18ms/step >13, 297/693, d1=0.665, d2=0.670 g=0.828 2/2 [==============================] - 0s 18ms/step >13, 298/693, d1=0.719, d2=0.669 g=0.798 2/2 [==============================] - 0s 18ms/step >13, 299/693, d1=0.664, d2=0.686 g=0.772 2/2 [==============================] - 0s 19ms/step >13, 300/693, d1=0.670, d2=0.648 g=0.778 2/2 [==============================] - 0s 19ms/step >13, 301/693, d1=0.660, d2=0.697 g=0.793 2/2 [==============================] - 0s 18ms/step >13, 302/693, d1=0.639, d2=0.656 g=0.754 2/2 [==============================] - 0s 19ms/step >13, 303/693, d1=0.616, d2=0.704 g=0.751 2/2 [==============================] - 0s 18ms/step >13, 304/693, d1=0.661, d2=0.659 g=0.793 2/2 [==============================] - 0s 19ms/step >13, 305/693, d1=0.665, d2=0.673 g=0.784 2/2 [==============================] - 0s 18ms/step >13, 306/693, d1=0.645, d2=0.657 g=0.796 2/2 [==============================] - 0s 17ms/step >13, 307/693, d1=0.711, d2=0.662 g=0.763 2/2 [==============================] - 0s 19ms/step >13, 308/693, d1=0.673, d2=0.689 g=0.769 2/2 [==============================] - 0s 18ms/step >13, 309/693, d1=0.619, d2=0.703 g=0.789 2/2 [==============================] - 0s 19ms/step >13, 310/693, d1=0.688, d2=0.637 g=0.748 2/2 [==============================] - 0s 18ms/step >13, 311/693, d1=0.677, d2=0.692 g=0.796 2/2 [==============================] - 0s 19ms/step >13, 312/693, d1=0.646, d2=0.680 g=0.791 2/2 [==============================] - 0s 18ms/step >13, 313/693, d1=0.654, d2=0.686 g=0.777 2/2 [==============================] - 0s 17ms/step >13, 314/693, d1=0.633, d2=0.681 g=0.781 2/2 [==============================] - 0s 19ms/step >13, 315/693, d1=0.638, d2=0.684 g=0.807 2/2 [==============================] - 0s 19ms/step >13, 316/693, d1=0.665, d2=0.659 g=0.786 2/2 [==============================] - 0s 19ms/step >13, 317/693, d1=0.696, d2=0.696 g=0.778 2/2 [==============================] - 0s 17ms/step >13, 318/693, d1=0.674, d2=0.698 g=0.782 2/2 [==============================] - 0s 18ms/step >13, 319/693, d1=0.672, d2=0.678 g=0.765 2/2 [==============================] - 0s 20ms/step >13, 320/693, d1=0.683, d2=0.636 g=0.783 2/2 [==============================] - 0s 19ms/step >13, 321/693, d1=0.683, d2=0.664 g=0.781 2/2 [==============================] - 0s 18ms/step >13, 322/693, d1=0.667, d2=0.679 g=0.788 2/2 [==============================] - 0s 20ms/step >13, 323/693, d1=0.674, d2=0.696 g=0.762 2/2 [==============================] - 0s 21ms/step >13, 324/693, d1=0.677, d2=0.636 g=0.800 2/2 [==============================] - 0s 19ms/step >13, 325/693, d1=0.672, d2=0.669 g=0.802 2/2 [==============================] - 0s 17ms/step >13, 326/693, d1=0.655, d2=0.684 g=0.785 2/2 [==============================] - 0s 19ms/step >13, 327/693, d1=0.702, d2=0.698 g=0.761 2/2 [==============================] - 0s 18ms/step >13, 328/693, d1=0.672, d2=0.657 g=0.740 2/2 [==============================] - 0s 19ms/step >13, 329/693, d1=0.648, d2=0.671 g=0.788 2/2 [==============================] - 0s 18ms/step >13, 330/693, d1=0.658, d2=0.656 g=0.798 2/2 [==============================] - 0s 20ms/step >13, 331/693, d1=0.655, d2=0.678 g=0.761 2/2 [==============================] - 0s 19ms/step >13, 332/693, d1=0.679, d2=0.672 g=0.775 2/2 [==============================] - 0s 17ms/step >13, 333/693, d1=0.660, d2=0.663 g=0.766 2/2 [==============================] - 0s 18ms/step >13, 334/693, d1=0.672, d2=0.663 g=0.838 2/2 [==============================] - 0s 18ms/step >13, 335/693, d1=0.689, d2=0.643 g=0.791 2/2 [==============================] - 0s 19ms/step >13, 336/693, d1=0.701, d2=0.648 g=0.773 2/2 [==============================] - 0s 18ms/step >13, 337/693, d1=0.687, d2=0.662 g=0.789 2/2 [==============================] - 0s 18ms/step >13, 338/693, d1=0.648, d2=0.709 g=0.785 2/2 [==============================] - 0s 18ms/step >13, 339/693, d1=0.580, d2=0.660 g=0.811 2/2 [==============================] - 0s 18ms/step >13, 340/693, d1=0.676, d2=0.651 g=0.825 2/2 [==============================] - 0s 20ms/step >13, 341/693, d1=0.694, d2=0.648 g=0.823 2/2 [==============================] - 0s 18ms/step >13, 342/693, d1=0.691, d2=0.645 g=0.804 2/2 [==============================] - 0s 18ms/step >13, 343/693, d1=0.690, d2=0.686 g=0.781 2/2 [==============================] - 0s 19ms/step >13, 344/693, d1=0.641, d2=0.676 g=0.777 2/2 [==============================] - 0s 20ms/step >13, 345/693, d1=0.676, d2=0.677 g=0.807 2/2 [==============================] - 0s 17ms/step >13, 346/693, d1=0.722, d2=0.701 g=0.777 2/2 [==============================] - 0s 17ms/step >13, 347/693, d1=0.646, d2=0.689 g=0.807 2/2 [==============================] - 0s 18ms/step >13, 348/693, d1=0.644, d2=0.657 g=0.803 2/2 [==============================] - 0s 18ms/step >13, 349/693, d1=0.666, d2=0.670 g=0.786 2/2 [==============================] - 0s 17ms/step >13, 350/693, d1=0.660, d2=0.667 g=0.777 2/2 [==============================] - 0s 19ms/step >13, 351/693, d1=0.645, d2=0.668 g=0.766 2/2 [==============================] - 0s 18ms/step >13, 352/693, d1=0.646, d2=0.692 g=0.795 2/2 [==============================] - 0s 20ms/step >13, 353/693, d1=0.643, d2=0.642 g=0.786 2/2 [==============================] - 0s 19ms/step >13, 354/693, d1=0.678, d2=0.676 g=0.755 2/2 [==============================] - 0s 19ms/step >13, 355/693, d1=0.659, d2=0.713 g=0.792 2/2 [==============================] - 0s 19ms/step >13, 356/693, d1=0.716, d2=0.674 g=0.784 2/2 [==============================] - 0s 18ms/step >13, 357/693, d1=0.658, d2=0.692 g=0.772 2/2 [==============================] - 0s 20ms/step >13, 358/693, d1=0.638, d2=0.663 g=0.804 2/2 [==============================] - 0s 18ms/step >13, 359/693, d1=0.679, d2=0.638 g=0.817 2/2 [==============================] - 0s 18ms/step >13, 360/693, d1=0.693, d2=0.659 g=0.804 2/2 [==============================] - 0s 19ms/step >13, 361/693, d1=0.669, d2=0.668 g=0.761 2/2 [==============================] - 0s 18ms/step >13, 362/693, d1=0.610, d2=0.673 g=0.791 2/2 [==============================] - 0s 20ms/step >13, 363/693, d1=0.668, d2=0.671 g=0.791 2/2 [==============================] - 0s 18ms/step >13, 364/693, d1=0.684, d2=0.735 g=0.806 2/2 [==============================] - 0s 19ms/step >13, 365/693, d1=0.660, d2=0.683 g=0.804 2/2 [==============================] - 0s 19ms/step >13, 366/693, d1=0.701, d2=0.630 g=0.779 2/2 [==============================] - 0s 19ms/step >13, 367/693, d1=0.673, d2=0.643 g=0.790 2/2 [==============================] - 0s 18ms/step >13, 368/693, d1=0.669, d2=0.663 g=0.793 2/2 [==============================] - 0s 18ms/step >13, 369/693, d1=0.689, d2=0.692 g=0.779 2/2 [==============================] - 0s 19ms/step >13, 370/693, d1=0.683, d2=0.642 g=0.804 2/2 [==============================] - 0s 19ms/step >13, 371/693, d1=0.674, d2=0.702 g=0.774 2/2 [==============================] - 0s 18ms/step >13, 372/693, d1=0.671, d2=0.721 g=0.793 2/2 [==============================] - 0s 19ms/step >13, 373/693, d1=0.674, d2=0.646 g=0.788 2/2 [==============================] - 0s 19ms/step >13, 374/693, d1=0.652, d2=0.673 g=0.809 2/2 [==============================] - 0s 18ms/step >13, 375/693, d1=0.675, d2=0.646 g=0.787 2/2 [==============================] - 0s 17ms/step >13, 376/693, d1=0.658, d2=0.706 g=0.762 2/2 [==============================] - 0s 19ms/step >13, 377/693, d1=0.615, d2=0.683 g=0.778 2/2 [==============================] - 0s 20ms/step >13, 378/693, d1=0.673, d2=0.686 g=0.781 2/2 [==============================] - 0s 19ms/step >13, 379/693, d1=0.661, d2=0.687 g=0.793 2/2 [==============================] - 0s 18ms/step >13, 380/693, d1=0.650, d2=0.649 g=0.809 2/2 [==============================] - 0s 18ms/step >13, 381/693, d1=0.672, d2=0.685 g=0.781 2/2 [==============================] - 0s 18ms/step >13, 382/693, d1=0.702, d2=0.662 g=0.751 2/2 [==============================] - 0s 19ms/step >13, 383/693, d1=0.679, d2=0.725 g=0.783 2/2 [==============================] - 0s 18ms/step >13, 384/693, d1=0.666, d2=0.681 g=0.821 2/2 [==============================] - 0s 20ms/step >13, 385/693, d1=0.720, d2=0.658 g=0.815 2/2 [==============================] - 0s 19ms/step >13, 386/693, d1=0.678, d2=0.632 g=0.787 2/2 [==============================] - 0s 19ms/step >13, 387/693, d1=0.651, d2=0.668 g=0.788 2/2 [==============================] - 0s 19ms/step >13, 388/693, d1=0.689, d2=0.679 g=0.768 2/2 [==============================] - 0s 19ms/step >13, 389/693, d1=0.636, d2=0.702 g=0.780 2/2 [==============================] - 0s 18ms/step >13, 390/693, d1=0.658, d2=0.669 g=0.795 2/2 [==============================] - 0s 18ms/step >13, 391/693, d1=0.654, d2=0.657 g=0.823 2/2 [==============================] - 0s 18ms/step >13, 392/693, d1=0.705, d2=0.677 g=0.781 2/2 [==============================] - 0s 18ms/step >13, 393/693, d1=0.667, d2=0.646 g=0.797 2/2 [==============================] - 0s 19ms/step >13, 394/693, d1=0.700, d2=0.694 g=0.801 2/2 [==============================] - 0s 19ms/step >13, 395/693, d1=0.669, d2=0.672 g=0.815 2/2 [==============================] - 0s 19ms/step >13, 396/693, d1=0.656, d2=0.669 g=0.783 2/2 [==============================] - 0s 19ms/step >13, 397/693, d1=0.667, d2=0.696 g=0.803 2/2 [==============================] - 0s 19ms/step >13, 398/693, d1=0.679, d2=0.701 g=0.776 2/2 [==============================] - 0s 18ms/step >13, 399/693, d1=0.719, d2=0.654 g=0.780 2/2 [==============================] - 0s 19ms/step >13, 400/693, d1=0.669, d2=0.656 g=0.784 2/2 [==============================] - 0s 19ms/step >13, 401/693, d1=0.658, d2=0.635 g=0.798 2/2 [==============================] - 0s 20ms/step >13, 402/693, d1=0.668, d2=0.711 g=0.818 2/2 [==============================] - 0s 18ms/step >13, 403/693, d1=0.720, d2=0.644 g=0.801 2/2 [==============================] - 0s 18ms/step >13, 404/693, d1=0.703, d2=0.690 g=0.799 2/2 [==============================] - 0s 21ms/step >13, 405/693, d1=0.652, d2=0.654 g=0.798 2/2 [==============================] - 0s 19ms/step >13, 406/693, d1=0.697, d2=0.657 g=0.808 2/2 [==============================] - 0s 18ms/step >13, 407/693, d1=0.644, d2=0.613 g=0.792 2/2 [==============================] - 0s 18ms/step >13, 408/693, d1=0.652, d2=0.646 g=0.772 2/2 [==============================] - 0s 19ms/step >13, 409/693, d1=0.667, d2=0.682 g=0.796 2/2 [==============================] - 0s 18ms/step >13, 410/693, d1=0.671, d2=0.654 g=0.774 2/2 [==============================] - 0s 20ms/step >13, 411/693, d1=0.672, d2=0.696 g=0.768 2/2 [==============================] - 0s 20ms/step >13, 412/693, d1=0.641, d2=0.649 g=0.802 2/2 [==============================] - 0s 19ms/step >13, 413/693, d1=0.681, d2=0.643 g=0.791 2/2 [==============================] - 0s 19ms/step >13, 414/693, d1=0.658, d2=0.677 g=0.804 2/2 [==============================] - 0s 19ms/step >13, 415/693, d1=0.679, d2=0.642 g=0.812 2/2 [==============================] - 0s 17ms/step >13, 416/693, d1=0.679, d2=0.658 g=0.816 2/2 [==============================] - 0s 18ms/step >13, 417/693, d1=0.651, d2=0.620 g=0.824 2/2 [==============================] - 0s 19ms/step >13, 418/693, d1=0.715, d2=0.632 g=0.799 2/2 [==============================] - 0s 19ms/step >13, 419/693, d1=0.645, d2=0.686 g=0.777 2/2 [==============================] - 0s 17ms/step >13, 420/693, d1=0.668, d2=0.692 g=0.784 2/2 [==============================] - 0s 17ms/step >13, 421/693, d1=0.647, d2=0.647 g=0.789 2/2 [==============================] - 0s 18ms/step >13, 422/693, d1=0.704, d2=0.646 g=0.793 2/2 [==============================] - 0s 19ms/step >13, 423/693, d1=0.632, d2=0.673 g=0.784 2/2 [==============================] - 0s 18ms/step >13, 424/693, d1=0.688, d2=0.696 g=0.789 2/2 [==============================] - 0s 17ms/step >13, 425/693, d1=0.674, d2=0.716 g=0.793 2/2 [==============================] - 0s 18ms/step >13, 426/693, d1=0.644, d2=0.680 g=0.784 2/2 [==============================] - 0s 17ms/step >13, 427/693, d1=0.730, d2=0.691 g=0.764 2/2 [==============================] - 0s 19ms/step >13, 428/693, d1=0.696, d2=0.657 g=0.793 2/2 [==============================] - 0s 21ms/step >13, 429/693, d1=0.651, d2=0.672 g=0.743 2/2 [==============================] - 0s 19ms/step >13, 430/693, d1=0.649, d2=0.683 g=0.793 2/2 [==============================] - 0s 16ms/step >13, 431/693, d1=0.683, d2=0.684 g=0.786 2/2 [==============================] - 0s 20ms/step >13, 432/693, d1=0.658, d2=0.710 g=0.793 2/2 [==============================] - 0s 18ms/step >13, 433/693, d1=0.654, d2=0.664 g=0.802 2/2 [==============================] - 0s 18ms/step >13, 434/693, d1=0.689, d2=0.665 g=0.808 2/2 [==============================] - 0s 20ms/step >13, 435/693, d1=0.711, d2=0.659 g=0.808 2/2 [==============================] - 0s 19ms/step >13, 436/693, d1=0.664, d2=0.665 g=0.787 2/2 [==============================] - 0s 18ms/step >13, 437/693, d1=0.679, d2=0.709 g=0.812 2/2 [==============================] - 0s 17ms/step >13, 438/693, d1=0.678, d2=0.673 g=0.753 2/2 [==============================] - 0s 19ms/step >13, 439/693, d1=0.669, d2=0.664 g=0.767 2/2 [==============================] - 0s 17ms/step >13, 440/693, d1=0.649, d2=0.700 g=0.780 2/2 [==============================] - 0s 18ms/step >13, 441/693, d1=0.638, d2=0.662 g=0.809 2/2 [==============================] - 0s 19ms/step >13, 442/693, d1=0.674, d2=0.650 g=0.824 2/2 [==============================] - 0s 18ms/step >13, 443/693, d1=0.660, d2=0.679 g=0.807 2/2 [==============================] - 0s 18ms/step >13, 444/693, d1=0.695, d2=0.681 g=0.791 2/2 [==============================] - 0s 17ms/step >13, 445/693, d1=0.702, d2=0.647 g=0.809 2/2 [==============================] - 0s 19ms/step >13, 446/693, d1=0.705, d2=0.653 g=0.818 2/2 [==============================] - 0s 17ms/step >13, 447/693, d1=0.672, d2=0.649 g=0.834 2/2 [==============================] - 0s 18ms/step >13, 448/693, d1=0.747, d2=0.686 g=0.795 2/2 [==============================] - 0s 19ms/step >13, 449/693, d1=0.715, d2=0.667 g=0.781 2/2 [==============================] - 0s 19ms/step >13, 450/693, d1=0.673, d2=0.640 g=0.778 2/2 [==============================] - 0s 20ms/step >13, 451/693, d1=0.667, d2=0.690 g=0.753 2/2 [==============================] - 0s 17ms/step >13, 452/693, d1=0.658, d2=0.686 g=0.804 2/2 [==============================] - 0s 19ms/step >13, 453/693, d1=0.616, d2=0.682 g=0.803 2/2 [==============================] - 0s 21ms/step >13, 454/693, d1=0.667, d2=0.655 g=0.792 2/2 [==============================] - 0s 18ms/step >13, 455/693, d1=0.685, d2=0.672 g=0.780 2/2 [==============================] - 0s 18ms/step >13, 456/693, d1=0.661, d2=0.684 g=0.743 2/2 [==============================] - 0s 17ms/step >13, 457/693, d1=0.664, d2=0.702 g=0.780 2/2 [==============================] - 0s 18ms/step >13, 458/693, d1=0.648, d2=0.695 g=0.780 2/2 [==============================] - 0s 18ms/step >13, 459/693, d1=0.676, d2=0.646 g=0.766 2/2 [==============================] - 0s 18ms/step >13, 460/693, d1=0.661, d2=0.687 g=0.748 2/2 [==============================] - 0s 19ms/step >13, 461/693, d1=0.652, d2=0.662 g=0.785 2/2 [==============================] - 0s 18ms/step >13, 462/693, d1=0.626, d2=0.695 g=0.764 2/2 [==============================] - 0s 20ms/step >13, 463/693, d1=0.694, d2=0.695 g=0.794 2/2 [==============================] - 0s 18ms/step >13, 464/693, d1=0.637, d2=0.647 g=0.771 2/2 [==============================] - 0s 19ms/step >13, 465/693, d1=0.631, d2=0.655 g=0.777 2/2 [==============================] - 0s 18ms/step >13, 466/693, d1=0.680, d2=0.720 g=0.785 2/2 [==============================] - 0s 18ms/step >13, 467/693, d1=0.673, d2=0.663 g=0.758 2/2 [==============================] - 0s 19ms/step >13, 468/693, d1=0.636, d2=0.685 g=0.760 2/2 [==============================] - 0s 18ms/step >13, 469/693, d1=0.677, d2=0.660 g=0.808 2/2 [==============================] - 0s 19ms/step >13, 470/693, d1=0.628, d2=0.635 g=0.810 2/2 [==============================] - 0s 18ms/step >13, 471/693, d1=0.656, d2=0.683 g=0.769 2/2 [==============================] - 0s 18ms/step >13, 472/693, d1=0.689, d2=0.736 g=0.796 2/2 [==============================] - 0s 19ms/step >13, 473/693, d1=0.675, d2=0.637 g=0.788 2/2 [==============================] - 0s 17ms/step >13, 474/693, d1=0.666, d2=0.648 g=0.766 2/2 [==============================] - 0s 18ms/step >13, 475/693, d1=0.667, d2=0.696 g=0.812 2/2 [==============================] - 0s 19ms/step >13, 476/693, d1=0.674, d2=0.688 g=0.762 2/2 [==============================] - 0s 19ms/step >13, 477/693, d1=0.643, d2=0.680 g=0.794 2/2 [==============================] - 0s 17ms/step >13, 478/693, d1=0.642, d2=0.660 g=0.801 2/2 [==============================] - 0s 18ms/step >13, 479/693, d1=0.659, d2=0.645 g=0.784 2/2 [==============================] - 0s 19ms/step >13, 480/693, d1=0.693, d2=0.617 g=0.789 2/2 [==============================] - 0s 18ms/step >13, 481/693, d1=0.663, d2=0.676 g=0.778 2/2 [==============================] - 0s 18ms/step >13, 482/693, d1=0.621, d2=0.706 g=0.769 2/2 [==============================] - 0s 20ms/step >13, 483/693, d1=0.681, d2=0.667 g=0.778 2/2 [==============================] - 0s 19ms/step >13, 484/693, d1=0.697, d2=0.656 g=0.761 2/2 [==============================] - 0s 18ms/step >13, 485/693, d1=0.675, d2=0.702 g=0.755 2/2 [==============================] - 0s 19ms/step >13, 486/693, d1=0.648, d2=0.696 g=0.796 2/2 [==============================] - 0s 19ms/step >13, 487/693, d1=0.680, d2=0.679 g=0.808 2/2 [==============================] - 0s 17ms/step >13, 488/693, d1=0.706, d2=0.629 g=0.793 2/2 [==============================] - 0s 18ms/step >13, 489/693, d1=0.705, d2=0.679 g=0.778 2/2 [==============================] - 0s 18ms/step >13, 490/693, d1=0.652, d2=0.644 g=0.786 2/2 [==============================] - 0s 16ms/step >13, 491/693, d1=0.692, d2=0.662 g=0.802 2/2 [==============================] - 0s 19ms/step >13, 492/693, d1=0.644, d2=0.666 g=0.797 2/2 [==============================] - 0s 19ms/step >13, 493/693, d1=0.684, d2=0.660 g=0.771 2/2 [==============================] - 0s 18ms/step >13, 494/693, d1=0.660, d2=0.648 g=0.789 2/2 [==============================] - 0s 18ms/step >13, 495/693, d1=0.666, d2=0.667 g=0.769 2/2 [==============================] - 0s 19ms/step >13, 496/693, d1=0.672, d2=0.670 g=0.759 2/2 [==============================] - 0s 19ms/step >13, 497/693, d1=0.705, d2=0.681 g=0.789 2/2 [==============================] - 0s 19ms/step >13, 498/693, d1=0.670, d2=0.687 g=0.801 2/2 [==============================] - 0s 18ms/step >13, 499/693, d1=0.646, d2=0.684 g=0.814 2/2 [==============================] - 0s 19ms/step >13, 500/693, d1=0.648, d2=0.644 g=0.789 2/2 [==============================] - 0s 19ms/step >13, 501/693, d1=0.664, d2=0.643 g=0.778 2/2 [==============================] - 0s 19ms/step >13, 502/693, d1=0.704, d2=0.695 g=0.803 2/2 [==============================] - 0s 18ms/step >13, 503/693, d1=0.655, d2=0.674 g=0.775 2/2 [==============================] - 0s 19ms/step >13, 504/693, d1=0.682, d2=0.704 g=0.758 2/2 [==============================] - 0s 21ms/step >13, 505/693, d1=0.661, d2=0.687 g=0.788 2/2 [==============================] - 0s 16ms/step >13, 506/693, d1=0.690, d2=0.687 g=0.794 2/2 [==============================] - 0s 20ms/step >13, 507/693, d1=0.648, d2=0.661 g=0.766 2/2 [==============================] - 0s 16ms/step >13, 508/693, d1=0.682, d2=0.665 g=0.789 2/2 [==============================] - 0s 17ms/step >13, 509/693, d1=0.681, d2=0.684 g=0.791 2/2 [==============================] - 0s 18ms/step >13, 510/693, d1=0.712, d2=0.665 g=0.806 2/2 [==============================] - 0s 19ms/step >13, 511/693, d1=0.669, d2=0.642 g=0.809 2/2 [==============================] - 0s 18ms/step >13, 512/693, d1=0.661, d2=0.710 g=0.779 2/2 [==============================] - 0s 19ms/step >13, 513/693, d1=0.695, d2=0.686 g=0.781 2/2 [==============================] - 0s 18ms/step >13, 514/693, d1=0.677, d2=0.699 g=0.781 2/2 [==============================] - 0s 20ms/step >13, 515/693, d1=0.674, d2=0.699 g=0.797 2/2 [==============================] - 0s 18ms/step >13, 516/693, d1=0.664, d2=0.671 g=0.780 2/2 [==============================] - 0s 18ms/step >13, 517/693, d1=0.675, d2=0.665 g=0.797 2/2 [==============================] - 0s 19ms/step >13, 518/693, d1=0.643, d2=0.701 g=0.757 2/2 [==============================] - 0s 19ms/step >13, 519/693, d1=0.660, d2=0.688 g=0.769 2/2 [==============================] - 0s 19ms/step >13, 520/693, d1=0.674, d2=0.687 g=0.806 2/2 [==============================] - 0s 20ms/step >13, 521/693, d1=0.639, d2=0.687 g=0.788 2/2 [==============================] - 0s 17ms/step >13, 522/693, d1=0.717, d2=0.616 g=0.798 2/2 [==============================] - 0s 17ms/step >13, 523/693, d1=0.646, d2=0.648 g=0.785 2/2 [==============================] - 0s 18ms/step >13, 524/693, d1=0.685, d2=0.661 g=0.782 2/2 [==============================] - 0s 18ms/step >13, 525/693, d1=0.631, d2=0.704 g=0.789 2/2 [==============================] - 0s 19ms/step >13, 526/693, d1=0.653, d2=0.680 g=0.814 2/2 [==============================] - 0s 20ms/step >13, 527/693, d1=0.677, d2=0.672 g=0.788 2/2 [==============================] - 0s 18ms/step >13, 528/693, d1=0.689, d2=0.660 g=0.776 2/2 [==============================] - 0s 18ms/step >13, 529/693, d1=0.658, d2=0.662 g=0.795 2/2 [==============================] - 0s 19ms/step >13, 530/693, d1=0.681, d2=0.654 g=0.797 2/2 [==============================] - 0s 17ms/step >13, 531/693, d1=0.645, d2=0.636 g=0.843 2/2 [==============================] - 0s 17ms/step >13, 532/693, d1=0.648, d2=0.649 g=0.791 2/2 [==============================] - 0s 18ms/step >13, 533/693, d1=0.675, d2=0.698 g=0.828 2/2 [==============================] - 0s 20ms/step >13, 534/693, d1=0.692, d2=0.662 g=0.817 2/2 [==============================] - 0s 19ms/step >13, 535/693, d1=0.659, d2=0.660 g=0.794 2/2 [==============================] - 0s 18ms/step >13, 536/693, d1=0.689, d2=0.646 g=0.783 2/2 [==============================] - 0s 18ms/step >13, 537/693, d1=0.679, d2=0.601 g=0.788 2/2 [==============================] - 0s 16ms/step >13, 538/693, d1=0.690, d2=0.668 g=0.747 2/2 [==============================] - 0s 20ms/step >13, 539/693, d1=0.647, d2=0.687 g=0.818 2/2 [==============================] - 0s 20ms/step >13, 540/693, d1=0.631, d2=0.630 g=0.799 2/2 [==============================] - 0s 17ms/step >13, 541/693, d1=0.659, d2=0.633 g=0.788 2/2 [==============================] - 0s 17ms/step >13, 542/693, d1=0.683, d2=0.670 g=0.778 2/2 [==============================] - 0s 19ms/step >13, 543/693, d1=0.673, d2=0.666 g=0.730 2/2 [==============================] - 0s 19ms/step >13, 544/693, d1=0.696, d2=0.671 g=0.782 2/2 [==============================] - 0s 18ms/step >13, 545/693, d1=0.624, d2=0.647 g=0.752 2/2 [==============================] - 0s 19ms/step >13, 546/693, d1=0.638, d2=0.676 g=0.799 2/2 [==============================] - 0s 19ms/step >13, 547/693, d1=0.644, d2=0.702 g=0.790 2/2 [==============================] - 0s 18ms/step >13, 548/693, d1=0.691, d2=0.665 g=0.794 2/2 [==============================] - 0s 18ms/step >13, 549/693, d1=0.680, d2=0.682 g=0.797 2/2 [==============================] - 0s 18ms/step >13, 550/693, d1=0.659, d2=0.658 g=0.777 2/2 [==============================] - 0s 21ms/step >13, 551/693, d1=0.651, d2=0.700 g=0.826 2/2 [==============================] - 0s 17ms/step >13, 552/693, d1=0.704, d2=0.646 g=0.815 2/2 [==============================] - 0s 18ms/step >13, 553/693, d1=0.708, d2=0.681 g=0.797 2/2 [==============================] - 0s 19ms/step >13, 554/693, d1=0.665, d2=0.621 g=0.794 2/2 [==============================] - 0s 19ms/step >13, 555/693, d1=0.719, d2=0.688 g=0.766 2/2 [==============================] - 0s 18ms/step >13, 556/693, d1=0.654, d2=0.667 g=0.792 2/2 [==============================] - 0s 18ms/step >13, 557/693, d1=0.655, d2=0.676 g=0.770 2/2 [==============================] - 0s 18ms/step >13, 558/693, d1=0.665, d2=0.728 g=0.794 2/2 [==============================] - 0s 20ms/step >13, 559/693, d1=0.654, d2=0.708 g=0.801 2/2 [==============================] - 0s 18ms/step >13, 560/693, d1=0.648, d2=0.658 g=0.786 2/2 [==============================] - 0s 19ms/step >13, 561/693, d1=0.664, d2=0.665 g=0.819 2/2 [==============================] - 0s 19ms/step >13, 562/693, d1=0.692, d2=0.662 g=0.789 2/2 [==============================] - 0s 19ms/step >13, 563/693, d1=0.704, d2=0.676 g=0.810 2/2 [==============================] - 0s 20ms/step >13, 564/693, d1=0.672, d2=0.618 g=0.806 2/2 [==============================] - 0s 18ms/step >13, 565/693, d1=0.679, d2=0.650 g=0.796 2/2 [==============================] - 0s 17ms/step >13, 566/693, d1=0.661, d2=0.700 g=0.803 2/2 [==============================] - 0s 19ms/step >13, 567/693, d1=0.677, d2=0.704 g=0.808 2/2 [==============================] - 0s 18ms/step >13, 568/693, d1=0.663, d2=0.696 g=0.790 2/2 [==============================] - 0s 20ms/step >13, 569/693, d1=0.661, d2=0.649 g=0.810 2/2 [==============================] - 0s 18ms/step >13, 570/693, d1=0.680, d2=0.705 g=0.813 2/2 [==============================] - 0s 18ms/step >13, 571/693, d1=0.682, d2=0.628 g=0.806 2/2 [==============================] - 0s 17ms/step >13, 572/693, d1=0.703, d2=0.635 g=0.815 2/2 [==============================] - 0s 18ms/step >13, 573/693, d1=0.702, d2=0.644 g=0.772 2/2 [==============================] - 0s 17ms/step >13, 574/693, d1=0.700, d2=0.658 g=0.818 2/2 [==============================] - 0s 19ms/step >13, 575/693, d1=0.684, d2=0.675 g=0.808 2/2 [==============================] - 0s 19ms/step >13, 576/693, d1=0.655, d2=0.710 g=0.783 2/2 [==============================] - 0s 17ms/step >13, 577/693, d1=0.677, d2=0.683 g=0.794 2/2 [==============================] - 0s 18ms/step >13, 578/693, d1=0.658, d2=0.665 g=0.794 2/2 [==============================] - 0s 17ms/step >13, 579/693, d1=0.691, d2=0.669 g=0.779 2/2 [==============================] - 0s 18ms/step >13, 580/693, d1=0.646, d2=0.691 g=0.776 2/2 [==============================] - 0s 19ms/step >13, 581/693, d1=0.649, d2=0.689 g=0.781 2/2 [==============================] - 0s 20ms/step >13, 582/693, d1=0.704, d2=0.670 g=0.803 2/2 [==============================] - 0s 18ms/step >13, 583/693, d1=0.659, d2=0.628 g=0.817 2/2 [==============================] - 0s 18ms/step >13, 584/693, d1=0.687, d2=0.646 g=0.779 2/2 [==============================] - 0s 19ms/step >13, 585/693, d1=0.673, d2=0.687 g=0.791 2/2 [==============================] - 0s 19ms/step >13, 586/693, d1=0.661, d2=0.703 g=0.770 2/2 [==============================] - 0s 17ms/step >13, 587/693, d1=0.638, d2=0.722 g=0.769 2/2 [==============================] - 0s 18ms/step >13, 588/693, d1=0.696, d2=0.674 g=0.804 2/2 [==============================] - 0s 19ms/step >13, 589/693, d1=0.636, d2=0.635 g=0.811 2/2 [==============================] - 0s 18ms/step >13, 590/693, d1=0.633, d2=0.657 g=0.794 2/2 [==============================] - 0s 17ms/step >13, 591/693, d1=0.671, d2=0.667 g=0.785 2/2 [==============================] - 0s 17ms/step >13, 592/693, d1=0.675, d2=0.648 g=0.796 2/2 [==============================] - 0s 19ms/step >13, 593/693, d1=0.656, d2=0.662 g=0.808 2/2 [==============================] - 0s 20ms/step >13, 594/693, d1=0.642, d2=0.692 g=0.825 2/2 [==============================] - 0s 19ms/step >13, 595/693, d1=0.706, d2=0.681 g=0.818 2/2 [==============================] - 0s 18ms/step >13, 596/693, d1=0.683, d2=0.655 g=0.816 2/2 [==============================] - 0s 19ms/step >13, 597/693, d1=0.718, d2=0.680 g=0.818 2/2 [==============================] - 0s 18ms/step >13, 598/693, d1=0.678, d2=0.667 g=0.877 2/2 [==============================] - 0s 18ms/step >13, 599/693, d1=0.722, d2=0.648 g=0.807 2/2 [==============================] - 0s 19ms/step >13, 600/693, d1=0.742, d2=0.638 g=0.800 2/2 [==============================] - 0s 17ms/step >13, 601/693, d1=0.698, d2=0.690 g=0.791 2/2 [==============================] - 0s 18ms/step >13, 602/693, d1=0.700, d2=0.716 g=0.806 2/2 [==============================] - 0s 20ms/step >13, 603/693, d1=0.661, d2=0.661 g=0.758 2/2 [==============================] - 0s 18ms/step >13, 604/693, d1=0.642, d2=0.618 g=0.826 2/2 [==============================] - 0s 17ms/step >13, 605/693, d1=0.679, d2=0.670 g=0.799 2/2 [==============================] - 0s 18ms/step >13, 606/693, d1=0.674, d2=0.664 g=0.807 2/2 [==============================] - 0s 19ms/step >13, 607/693, d1=0.695, d2=0.683 g=0.790 2/2 [==============================] - 0s 19ms/step >13, 608/693, d1=0.651, d2=0.645 g=0.795 2/2 [==============================] - 0s 19ms/step >13, 609/693, d1=0.637, d2=0.707 g=0.857 2/2 [==============================] - 0s 18ms/step >13, 610/693, d1=0.642, d2=0.671 g=0.808 2/2 [==============================] - 0s 18ms/step >13, 611/693, d1=0.743, d2=0.665 g=0.827 2/2 [==============================] - 0s 19ms/step >13, 612/693, d1=0.668, d2=0.634 g=0.795 2/2 [==============================] - 0s 20ms/step >13, 613/693, d1=0.656, d2=0.652 g=0.773 2/2 [==============================] - 0s 18ms/step >13, 614/693, d1=0.719, d2=0.721 g=0.805 2/2 [==============================] - 0s 19ms/step >13, 615/693, d1=0.702, d2=0.645 g=0.779 2/2 [==============================] - 0s 18ms/step >13, 616/693, d1=0.709, d2=0.652 g=0.769 2/2 [==============================] - 0s 18ms/step >13, 617/693, d1=0.655, d2=0.683 g=0.806 2/2 [==============================] - 0s 18ms/step >13, 618/693, d1=0.658, d2=0.655 g=0.800 2/2 [==============================] - 0s 19ms/step >13, 619/693, d1=0.674, d2=0.655 g=0.799 2/2 [==============================] - 0s 20ms/step >13, 620/693, d1=0.689, d2=0.688 g=0.791 2/2 [==============================] - 0s 18ms/step >13, 621/693, d1=0.651, d2=0.634 g=0.777 2/2 [==============================] - 0s 19ms/step >13, 622/693, d1=0.664, d2=0.674 g=0.780 2/2 [==============================] - 0s 18ms/step >13, 623/693, d1=0.668, d2=0.678 g=0.749 2/2 [==============================] - 0s 18ms/step >13, 624/693, d1=0.639, d2=0.674 g=0.782 2/2 [==============================] - 0s 17ms/step >13, 625/693, d1=0.720, d2=0.696 g=0.801 2/2 [==============================] - 0s 19ms/step >13, 626/693, d1=0.679, d2=0.657 g=0.791 2/2 [==============================] - 0s 19ms/step >13, 627/693, d1=0.659, d2=0.671 g=0.786 2/2 [==============================] - 0s 18ms/step >13, 628/693, d1=0.640, d2=0.702 g=0.806 2/2 [==============================] - 0s 18ms/step >13, 629/693, d1=0.641, d2=0.671 g=0.777 2/2 [==============================] - 0s 19ms/step >13, 630/693, d1=0.681, d2=0.681 g=0.774 2/2 [==============================] - 0s 20ms/step >13, 631/693, d1=0.668, d2=0.678 g=0.816 2/2 [==============================] - 0s 16ms/step >13, 632/693, d1=0.661, d2=0.649 g=0.798 2/2 [==============================] - 0s 19ms/step >13, 633/693, d1=0.684, d2=0.701 g=0.801 2/2 [==============================] - 0s 18ms/step >13, 634/693, d1=0.674, d2=0.641 g=0.806 2/2 [==============================] - 0s 19ms/step >13, 635/693, d1=0.715, d2=0.668 g=0.754 2/2 [==============================] - 0s 20ms/step >13, 636/693, d1=0.650, d2=0.674 g=0.793 2/2 [==============================] - 0s 19ms/step >13, 637/693, d1=0.683, d2=0.680 g=0.814 2/2 [==============================] - 0s 18ms/step >13, 638/693, d1=0.687, d2=0.685 g=0.787 2/2 [==============================] - 0s 19ms/step >13, 639/693, d1=0.698, d2=0.672 g=0.796 2/2 [==============================] - 0s 19ms/step >13, 640/693, d1=0.677, d2=0.638 g=0.776 2/2 [==============================] - 0s 18ms/step >13, 641/693, d1=0.661, d2=0.628 g=0.778 2/2 [==============================] - 0s 18ms/step >13, 642/693, d1=0.672, d2=0.667 g=0.791 2/2 [==============================] - 0s 18ms/step >13, 643/693, d1=0.669, d2=0.650 g=0.783 2/2 [==============================] - 0s 18ms/step >13, 644/693, d1=0.677, d2=0.701 g=0.780 2/2 [==============================] - 0s 18ms/step >13, 645/693, d1=0.639, d2=0.681 g=0.751 2/2 [==============================] - 0s 19ms/step >13, 646/693, d1=0.697, d2=0.679 g=0.759 2/2 [==============================] - 0s 19ms/step >13, 647/693, d1=0.592, d2=0.719 g=0.767 2/2 [==============================] - 0s 19ms/step >13, 648/693, d1=0.587, d2=0.673 g=0.816 2/2 [==============================] - 0s 18ms/step >13, 649/693, d1=0.665, d2=0.661 g=0.794 2/2 [==============================] - 0s 18ms/step >13, 650/693, d1=0.647, d2=0.726 g=0.783 2/2 [==============================] - 0s 19ms/step >13, 651/693, d1=0.620, d2=0.676 g=0.767 2/2 [==============================] - 0s 18ms/step >13, 652/693, d1=0.629, d2=0.681 g=0.775 2/2 [==============================] - 0s 18ms/step >13, 653/693, d1=0.707, d2=0.683 g=0.786 2/2 [==============================] - 0s 19ms/step >13, 654/693, d1=0.646, d2=0.712 g=0.805 2/2 [==============================] - 0s 19ms/step >13, 655/693, d1=0.642, d2=0.643 g=0.792 2/2 [==============================] - 0s 18ms/step >13, 656/693, d1=0.704, d2=0.656 g=0.823 2/2 [==============================] - 0s 19ms/step >13, 657/693, d1=0.685, d2=0.638 g=0.810 2/2 [==============================] - 0s 19ms/step >13, 658/693, d1=0.679, d2=0.652 g=0.804 2/2 [==============================] - 0s 18ms/step >13, 659/693, d1=0.666, d2=0.685 g=0.816 2/2 [==============================] - 0s 19ms/step >13, 660/693, d1=0.709, d2=0.692 g=0.796 2/2 [==============================] - 0s 18ms/step >13, 661/693, d1=0.706, d2=0.654 g=0.820 2/2 [==============================] - 0s 20ms/step >13, 662/693, d1=0.672, d2=0.692 g=0.809 2/2 [==============================] - 0s 18ms/step >13, 663/693, d1=0.683, d2=0.701 g=0.821 2/2 [==============================] - 0s 18ms/step >13, 664/693, d1=0.665, d2=0.679 g=0.818 2/2 [==============================] - 0s 19ms/step >13, 665/693, d1=0.662, d2=0.626 g=0.831 2/2 [==============================] - 0s 18ms/step >13, 666/693, d1=0.663, d2=0.645 g=0.803 2/2 [==============================] - 0s 20ms/step >13, 667/693, d1=0.693, d2=0.651 g=0.819 2/2 [==============================] - 0s 19ms/step >13, 668/693, d1=0.688, d2=0.656 g=0.806 2/2 [==============================] - 0s 20ms/step >13, 669/693, d1=0.684, d2=0.646 g=0.825 2/2 [==============================] - 0s 17ms/step >13, 670/693, d1=0.678, d2=0.630 g=0.758 2/2 [==============================] - 0s 18ms/step >13, 671/693, d1=0.624, d2=0.668 g=0.777 2/2 [==============================] - 0s 20ms/step >13, 672/693, d1=0.627, d2=0.662 g=0.808 2/2 [==============================] - 0s 19ms/step >13, 673/693, d1=0.688, d2=0.733 g=0.783 2/2 [==============================] - 0s 17ms/step >13, 674/693, d1=0.680, d2=0.630 g=0.784 2/2 [==============================] - 0s 18ms/step >13, 675/693, d1=0.680, d2=0.686 g=0.784 2/2 [==============================] - 0s 19ms/step >13, 676/693, d1=0.666, d2=0.663 g=0.777 2/2 [==============================] - 0s 21ms/step >13, 677/693, d1=0.680, d2=0.659 g=0.778 2/2 [==============================] - 0s 19ms/step >13, 678/693, d1=0.648, d2=0.691 g=0.802 2/2 [==============================] - 0s 19ms/step >13, 679/693, d1=0.702, d2=0.699 g=0.791 2/2 [==============================] - 0s 17ms/step >13, 680/693, d1=0.670, d2=0.686 g=0.792 2/2 [==============================] - 0s 19ms/step >13, 681/693, d1=0.688, d2=0.653 g=0.808 2/2 [==============================] - 0s 19ms/step >13, 682/693, d1=0.673, d2=0.669 g=0.798 2/2 [==============================] - 0s 17ms/step >13, 683/693, d1=0.660, d2=0.655 g=0.751 2/2 [==============================] - 0s 18ms/step >13, 684/693, d1=0.607, d2=0.680 g=0.793 2/2 [==============================] - 0s 19ms/step >13, 685/693, d1=0.658, d2=0.666 g=0.823 2/2 [==============================] - 0s 20ms/step >13, 686/693, d1=0.671, d2=0.643 g=0.775 2/2 [==============================] - 0s 16ms/step >13, 687/693, d1=0.729, d2=0.676 g=0.805 2/2 [==============================] - 0s 18ms/step >13, 688/693, d1=0.644, d2=0.687 g=0.781 2/2 [==============================] - 0s 18ms/step >13, 689/693, d1=0.643, d2=0.684 g=0.819 2/2 [==============================] - 0s 18ms/step >13, 690/693, d1=0.684, d2=0.669 g=0.814 2/2 [==============================] - 0s 19ms/step >13, 691/693, d1=0.735, d2=0.672 g=0.769 2/2 [==============================] - 0s 19ms/step >13, 692/693, d1=0.669, d2=0.625 g=0.777 2/2 [==============================] - 0s 18ms/step >13, 693/693, d1=0.670, d2=0.694 g=0.751 2/2 [==============================] - 0s 19ms/step >14, 1/693, d1=0.637, d2=0.653 g=0.791 2/2 [==============================] - 0s 17ms/step >14, 2/693, d1=0.661, d2=0.697 g=0.798 2/2 [==============================] - 0s 18ms/step >14, 3/693, d1=0.675, d2=0.650 g=0.795 2/2 [==============================] - 0s 18ms/step >14, 4/693, d1=0.642, d2=0.670 g=0.792 2/2 [==============================] - 0s 18ms/step >14, 5/693, d1=0.679, d2=0.700 g=0.807 2/2 [==============================] - 0s 21ms/step >14, 6/693, d1=0.656, d2=0.666 g=0.826 2/2 [==============================] - 0s 18ms/step >14, 7/693, d1=0.688, d2=0.671 g=0.798 2/2 [==============================] - 0s 18ms/step >14, 8/693, d1=0.678, d2=0.673 g=0.796 2/2 [==============================] - 0s 19ms/step >14, 9/693, d1=0.659, d2=0.666 g=0.820 2/2 [==============================] - 0s 18ms/step >14, 10/693, d1=0.687, d2=0.675 g=0.810 2/2 [==============================] - 0s 18ms/step >14, 11/693, d1=0.682, d2=0.663 g=0.821 2/2 [==============================] - 0s 18ms/step >14, 12/693, d1=0.649, d2=0.673 g=0.806 2/2 [==============================] - 0s 18ms/step >14, 13/693, d1=0.703, d2=0.597 g=0.816 2/2 [==============================] - 0s 19ms/step >14, 14/693, d1=0.691, d2=0.721 g=0.748 2/2 [==============================] - 0s 20ms/step >14, 15/693, d1=0.677, d2=0.672 g=0.792 2/2 [==============================] - 0s 20ms/step >14, 16/693, d1=0.712, d2=0.676 g=0.783 2/2 [==============================] - 0s 18ms/step >14, 17/693, d1=0.657, d2=0.694 g=0.831 2/2 [==============================] - 0s 18ms/step >14, 18/693, d1=0.688, d2=0.708 g=0.778 2/2 [==============================] - 0s 19ms/step >14, 19/693, d1=0.716, d2=0.681 g=0.794 2/2 [==============================] - 0s 18ms/step >14, 20/693, d1=0.664, d2=0.672 g=0.787 2/2 [==============================] - 0s 20ms/step >14, 21/693, d1=0.622, d2=0.659 g=0.819 2/2 [==============================] - 0s 19ms/step >14, 22/693, d1=0.606, d2=0.647 g=0.833 2/2 [==============================] - 0s 19ms/step >14, 23/693, d1=0.691, d2=0.657 g=0.786 2/2 [==============================] - 0s 19ms/step >14, 24/693, d1=0.706, d2=0.648 g=0.810 2/2 [==============================] - 0s 19ms/step >14, 25/693, d1=0.683, d2=0.668 g=0.783 2/2 [==============================] - 0s 19ms/step >14, 26/693, d1=0.707, d2=0.669 g=0.788 2/2 [==============================] - 0s 19ms/step >14, 27/693, d1=0.668, d2=0.766 g=0.809 2/2 [==============================] - 0s 20ms/step >14, 28/693, d1=0.680, d2=0.685 g=0.821 2/2 [==============================] - 0s 19ms/step >14, 29/693, d1=0.687, d2=0.634 g=0.822 2/2 [==============================] - 0s 19ms/step >14, 30/693, d1=0.668, d2=0.684 g=0.788 2/2 [==============================] - 0s 18ms/step >14, 31/693, d1=0.697, d2=0.671 g=0.767 2/2 [==============================] - 0s 19ms/step >14, 32/693, d1=0.661, d2=0.687 g=0.758 2/2 [==============================] - 0s 19ms/step >14, 33/693, d1=0.635, d2=0.706 g=0.785 2/2 [==============================] - 0s 19ms/step >14, 34/693, d1=0.665, d2=0.651 g=0.791 2/2 [==============================] - 0s 18ms/step >14, 35/693, d1=0.650, d2=0.659 g=0.836 2/2 [==============================] - 0s 19ms/step >14, 36/693, d1=0.691, d2=0.639 g=0.797 2/2 [==============================] - 0s 18ms/step >14, 37/693, d1=0.667, d2=0.675 g=0.801 2/2 [==============================] - 0s 18ms/step >14, 38/693, d1=0.636, d2=0.623 g=0.776 2/2 [==============================] - 0s 20ms/step >14, 39/693, d1=0.669, d2=0.666 g=0.791 2/2 [==============================] - 0s 17ms/step >14, 40/693, d1=0.674, d2=0.642 g=0.778 2/2 [==============================] - 0s 19ms/step >14, 41/693, d1=0.690, d2=0.644 g=0.822 2/2 [==============================] - 0s 19ms/step >14, 42/693, d1=0.629, d2=0.712 g=0.802 2/2 [==============================] - 0s 19ms/step >14, 43/693, d1=0.629, d2=0.670 g=0.782 2/2 [==============================] - 0s 18ms/step >14, 44/693, d1=0.744, d2=0.648 g=0.784 2/2 [==============================] - 0s 18ms/step >14, 45/693, d1=0.653, d2=0.694 g=0.798 2/2 [==============================] - 0s 20ms/step >14, 46/693, d1=0.694, d2=0.696 g=0.809 2/2 [==============================] - 0s 17ms/step >14, 47/693, d1=0.719, d2=0.657 g=0.792 2/2 [==============================] - 0s 17ms/step >14, 48/693, d1=0.663, d2=0.642 g=0.784 2/2 [==============================] - 0s 20ms/step >14, 49/693, d1=0.683, d2=0.631 g=0.780 2/2 [==============================] - 0s 18ms/step >14, 50/693, d1=0.642, d2=0.667 g=0.803 2/2 [==============================] - 0s 21ms/step >14, 51/693, d1=0.644, d2=0.678 g=0.765 2/2 [==============================] - 0s 19ms/step >14, 52/693, d1=0.650, d2=0.659 g=0.740 2/2 [==============================] - 0s 20ms/step >14, 53/693, d1=0.680, d2=0.710 g=0.779 2/2 [==============================] - 0s 17ms/step >14, 54/693, d1=0.637, d2=0.675 g=0.795 2/2 [==============================] - 0s 18ms/step >14, 55/693, d1=0.677, d2=0.672 g=0.764 2/2 [==============================] - 0s 20ms/step >14, 56/693, d1=0.661, d2=0.674 g=0.778 2/2 [==============================] - 0s 17ms/step >14, 57/693, d1=0.643, d2=0.673 g=0.796 2/2 [==============================] - 0s 19ms/step >14, 58/693, d1=0.699, d2=0.672 g=0.791 2/2 [==============================] - 0s 18ms/step >14, 59/693, d1=0.629, d2=0.637 g=0.790 2/2 [==============================] - 0s 20ms/step >14, 60/693, d1=0.679, d2=0.624 g=0.772 2/2 [==============================] - 0s 17ms/step >14, 61/693, d1=0.668, d2=0.691 g=0.776 2/2 [==============================] - 0s 18ms/step >14, 62/693, d1=0.647, d2=0.691 g=0.772 2/2 [==============================] - 0s 18ms/step >14, 63/693, d1=0.646, d2=0.669 g=0.818 2/2 [==============================] - 0s 17ms/step >14, 64/693, d1=0.646, d2=0.659 g=0.804 2/2 [==============================] - 0s 19ms/step >14, 65/693, d1=0.615, d2=0.670 g=0.740 2/2 [==============================] - 0s 20ms/step >14, 66/693, d1=0.666, d2=0.705 g=0.782 2/2 [==============================] - 0s 17ms/step >14, 67/693, d1=0.675, d2=0.638 g=0.808 2/2 [==============================] - 0s 20ms/step >14, 68/693, d1=0.678, d2=0.669 g=0.776 2/2 [==============================] - 0s 19ms/step >14, 69/693, d1=0.661, d2=0.646 g=0.772 2/2 [==============================] - 0s 19ms/step >14, 70/693, d1=0.677, d2=0.690 g=0.795 2/2 [==============================] - 0s 20ms/step >14, 71/693, d1=0.650, d2=0.691 g=0.776 2/2 [==============================] - 0s 16ms/step >14, 72/693, d1=0.693, d2=0.668 g=0.750 2/2 [==============================] - 0s 20ms/step >14, 73/693, d1=0.683, d2=0.661 g=0.762 2/2 [==============================] - 0s 17ms/step >14, 74/693, d1=0.655, d2=0.739 g=0.786 2/2 [==============================] - 0s 19ms/step >14, 75/693, d1=0.645, d2=0.708 g=0.817 2/2 [==============================] - 0s 24ms/step >14, 76/693, d1=0.661, d2=0.642 g=0.801 2/2 [==============================] - 0s 19ms/step >14, 77/693, d1=0.697, d2=0.704 g=0.790 2/2 [==============================] - 0s 19ms/step >14, 78/693, d1=0.640, d2=0.652 g=0.817 2/2 [==============================] - 0s 18ms/step >14, 79/693, d1=0.664, d2=0.627 g=0.789 2/2 [==============================] - 0s 19ms/step >14, 80/693, d1=0.644, d2=0.672 g=0.775 2/2 [==============================] - 0s 18ms/step >14, 81/693, d1=0.629, d2=0.657 g=0.799 2/2 [==============================] - 0s 18ms/step >14, 82/693, d1=0.644, d2=0.704 g=0.797 2/2 [==============================] - 0s 18ms/step >14, 83/693, d1=0.699, d2=0.695 g=0.792 2/2 [==============================] - 0s 18ms/step >14, 84/693, d1=0.694, d2=0.685 g=0.781 2/2 [==============================] - 0s 18ms/step >14, 85/693, d1=0.624, d2=0.675 g=0.806 2/2 [==============================] - 0s 19ms/step >14, 86/693, d1=0.666, d2=0.653 g=0.804 2/2 [==============================] - 0s 18ms/step >14, 87/693, d1=0.629, d2=0.634 g=0.794 2/2 [==============================] - 0s 20ms/step >14, 88/693, d1=0.663, d2=0.690 g=0.827 2/2 [==============================] - 0s 19ms/step >14, 89/693, d1=0.634, d2=0.683 g=0.823 2/2 [==============================] - 0s 19ms/step >14, 90/693, d1=0.650, d2=0.667 g=0.792 2/2 [==============================] - 0s 21ms/step >14, 91/693, d1=0.682, d2=0.710 g=0.795 2/2 [==============================] - 0s 19ms/step >14, 92/693, d1=0.708, d2=0.703 g=0.806 2/2 [==============================] - 0s 20ms/step >14, 93/693, d1=0.690, d2=0.651 g=0.820 2/2 [==============================] - 0s 19ms/step >14, 94/693, d1=0.721, d2=0.654 g=0.799 2/2 [==============================] - 0s 19ms/step >14, 95/693, d1=0.670, d2=0.635 g=0.810 2/2 [==============================] - 0s 19ms/step >14, 96/693, d1=0.683, d2=0.679 g=0.754 2/2 [==============================] - 0s 19ms/step >14, 97/693, d1=0.681, d2=0.682 g=0.785 2/2 [==============================] - 0s 19ms/step >14, 98/693, d1=0.674, d2=0.662 g=0.759 2/2 [==============================] - 0s 19ms/step >14, 99/693, d1=0.661, d2=0.679 g=0.796 2/2 [==============================] - 0s 19ms/step >14, 100/693, d1=0.606, d2=0.686 g=0.796 2/2 [==============================] - 0s 18ms/step >14, 101/693, d1=0.697, d2=0.647 g=0.824 2/2 [==============================] - 0s 18ms/step >14, 102/693, d1=0.670, d2=0.668 g=0.784 2/2 [==============================] - 0s 19ms/step >14, 103/693, d1=0.665, d2=0.669 g=0.776 2/2 [==============================] - 0s 18ms/step >14, 104/693, d1=0.638, d2=0.720 g=0.792 2/2 [==============================] - 0s 19ms/step >14, 105/693, d1=0.609, d2=0.675 g=0.773 2/2 [==============================] - 0s 17ms/step >14, 106/693, d1=0.680, d2=0.676 g=0.757 2/2 [==============================] - 0s 19ms/step >14, 107/693, d1=0.628, d2=0.692 g=0.768 2/2 [==============================] - 0s 18ms/step >14, 108/693, d1=0.645, d2=0.676 g=0.786 2/2 [==============================] - 0s 19ms/step >14, 109/693, d1=0.671, d2=0.652 g=0.799 2/2 [==============================] - 0s 18ms/step >14, 110/693, d1=0.675, d2=0.629 g=0.793 2/2 [==============================] - 0s 19ms/step >14, 111/693, d1=0.669, d2=0.673 g=0.812 2/2 [==============================] - 0s 19ms/step >14, 112/693, d1=0.690, d2=0.692 g=0.790 2/2 [==============================] - 0s 18ms/step >14, 113/693, d1=0.678, d2=0.618 g=0.787 2/2 [==============================] - 0s 16ms/step >14, 114/693, d1=0.689, d2=0.634 g=0.787 2/2 [==============================] - 0s 18ms/step >14, 115/693, d1=0.714, d2=0.665 g=0.792 2/2 [==============================] - 0s 18ms/step >14, 116/693, d1=0.705, d2=0.671 g=0.787 2/2 [==============================] - 0s 19ms/step >14, 117/693, d1=0.681, d2=0.665 g=0.809 2/2 [==============================] - 0s 18ms/step >14, 118/693, d1=0.666, d2=0.667 g=0.794 2/2 [==============================] - 0s 19ms/step >14, 119/693, d1=0.692, d2=0.693 g=0.782 2/2 [==============================] - 0s 18ms/step >14, 120/693, d1=0.665, d2=0.661 g=0.799 2/2 [==============================] - 0s 18ms/step >14, 121/693, d1=0.693, d2=0.679 g=0.757 2/2 [==============================] - 0s 19ms/step >14, 122/693, d1=0.647, d2=0.659 g=0.796 2/2 [==============================] - 0s 18ms/step >14, 123/693, d1=0.681, d2=0.674 g=0.765 2/2 [==============================] - 0s 20ms/step >14, 124/693, d1=0.665, d2=0.681 g=0.785 2/2 [==============================] - 0s 18ms/step >14, 125/693, d1=0.642, d2=0.640 g=0.771 2/2 [==============================] - 0s 19ms/step >14, 126/693, d1=0.657, d2=0.665 g=0.780 2/2 [==============================] - 0s 18ms/step >14, 127/693, d1=0.664, d2=0.642 g=0.768 2/2 [==============================] - 0s 18ms/step >14, 128/693, d1=0.678, d2=0.682 g=0.825 2/2 [==============================] - 0s 19ms/step >14, 129/693, d1=0.692, d2=0.677 g=0.812 2/2 [==============================] - 0s 21ms/step >14, 130/693, d1=0.663, d2=0.630 g=0.816 2/2 [==============================] - 0s 19ms/step >14, 131/693, d1=0.642, d2=0.635 g=0.819 2/2 [==============================] - 0s 18ms/step >14, 132/693, d1=0.691, d2=0.657 g=0.819 2/2 [==============================] - 0s 19ms/step >14, 133/693, d1=0.694, d2=0.654 g=0.800 2/2 [==============================] - 0s 18ms/step >14, 134/693, d1=0.684, d2=0.690 g=0.775 2/2 [==============================] - 0s 18ms/step >14, 135/693, d1=0.673, d2=0.646 g=0.752 2/2 [==============================] - 0s 18ms/step >14, 136/693, d1=0.635, d2=0.724 g=0.788 2/2 [==============================] - 0s 18ms/step >14, 137/693, d1=0.657, d2=0.654 g=0.805 2/2 [==============================] - 0s 18ms/step >14, 138/693, d1=0.656, d2=0.656 g=0.809 2/2 [==============================] - 0s 18ms/step >14, 139/693, d1=0.670, d2=0.691 g=0.804 2/2 [==============================] - 0s 19ms/step >14, 140/693, d1=0.714, d2=0.678 g=0.808 2/2 [==============================] - 0s 18ms/step >14, 141/693, d1=0.688, d2=0.643 g=0.799 2/2 [==============================] - 0s 20ms/step >14, 142/693, d1=0.694, d2=0.707 g=0.785 2/2 [==============================] - 0s 19ms/step >14, 143/693, d1=0.694, d2=0.656 g=0.809 2/2 [==============================] - 0s 19ms/step >14, 144/693, d1=0.683, d2=0.689 g=0.799 2/2 [==============================] - 0s 17ms/step >14, 145/693, d1=0.665, d2=0.708 g=0.791 2/2 [==============================] - 0s 20ms/step >14, 146/693, d1=0.658, d2=0.669 g=0.789 2/2 [==============================] - 0s 20ms/step >14, 147/693, d1=0.665, d2=0.644 g=0.785 2/2 [==============================] - 0s 18ms/step >14, 148/693, d1=0.693, d2=0.677 g=0.813 2/2 [==============================] - 0s 20ms/step >14, 149/693, d1=0.686, d2=0.668 g=0.767 2/2 [==============================] - 0s 17ms/step >14, 150/693, d1=0.690, d2=0.657 g=0.749 2/2 [==============================] - 0s 19ms/step >14, 151/693, d1=0.633, d2=0.692 g=0.775 2/2 [==============================] - 0s 18ms/step >14, 152/693, d1=0.631, d2=0.696 g=0.790 2/2 [==============================] - 0s 18ms/step >14, 153/693, d1=0.699, d2=0.652 g=0.807 2/2 [==============================] - 0s 19ms/step >14, 154/693, d1=0.634, d2=0.689 g=0.817 2/2 [==============================] - 0s 18ms/step >14, 155/693, d1=0.675, d2=0.683 g=0.770 2/2 [==============================] - 0s 19ms/step >14, 156/693, d1=0.706, d2=0.682 g=0.757 2/2 [==============================] - 0s 20ms/step >14, 157/693, d1=0.665, d2=0.677 g=0.790 2/2 [==============================] - 0s 19ms/step >14, 158/693, d1=0.670, d2=0.663 g=0.815 2/2 [==============================] - 0s 17ms/step >14, 159/693, d1=0.662, d2=0.697 g=0.802 2/2 [==============================] - 0s 18ms/step >14, 160/693, d1=0.681, d2=0.671 g=0.814 2/2 [==============================] - 0s 19ms/step >14, 161/693, d1=0.661, d2=0.676 g=0.804 2/2 [==============================] - 0s 18ms/step >14, 162/693, d1=0.707, d2=0.649 g=0.801 2/2 [==============================] - 0s 19ms/step >14, 163/693, d1=0.670, d2=0.728 g=0.799 2/2 [==============================] - 0s 18ms/step >14, 164/693, d1=0.645, d2=0.682 g=0.816 2/2 [==============================] - 0s 19ms/step >14, 165/693, d1=0.684, d2=0.660 g=0.788 2/2 [==============================] - 0s 20ms/step >14, 166/693, d1=0.658, d2=0.669 g=0.793 2/2 [==============================] - 0s 19ms/step >14, 167/693, d1=0.669, d2=0.677 g=0.776 2/2 [==============================] - 0s 18ms/step >14, 168/693, d1=0.681, d2=0.648 g=0.811 2/2 [==============================] - 0s 19ms/step >14, 169/693, d1=0.673, d2=0.675 g=0.796 2/2 [==============================] - 0s 19ms/step >14, 170/693, d1=0.657, d2=0.726 g=0.776 2/2 [==============================] - 0s 20ms/step >14, 171/693, d1=0.652, d2=0.687 g=0.791 2/2 [==============================] - 0s 17ms/step >14, 172/693, d1=0.641, d2=0.670 g=0.792 2/2 [==============================] - 0s 19ms/step >14, 173/693, d1=0.675, d2=0.635 g=0.804 2/2 [==============================] - 0s 19ms/step >14, 174/693, d1=0.613, d2=0.690 g=0.782 2/2 [==============================] - 0s 19ms/step >14, 175/693, d1=0.670, d2=0.677 g=0.785 2/2 [==============================] - 0s 18ms/step >14, 176/693, d1=0.677, d2=0.682 g=0.802 2/2 [==============================] - 0s 17ms/step >14, 177/693, d1=0.645, d2=0.673 g=0.795 2/2 [==============================] - 0s 19ms/step >14, 178/693, d1=0.647, d2=0.630 g=0.812 2/2 [==============================] - 0s 18ms/step >14, 179/693, d1=0.704, d2=0.681 g=0.826 2/2 [==============================] - 0s 18ms/step >14, 180/693, d1=0.735, d2=0.635 g=0.830 2/2 [==============================] - 0s 20ms/step >14, 181/693, d1=0.680, d2=0.653 g=0.841 2/2 [==============================] - 0s 19ms/step >14, 182/693, d1=0.650, d2=0.659 g=0.820 2/2 [==============================] - 0s 20ms/step >14, 183/693, d1=0.701, d2=0.649 g=0.771 2/2 [==============================] - 0s 17ms/step >14, 184/693, d1=0.689, d2=0.671 g=0.807 2/2 [==============================] - 0s 20ms/step >14, 185/693, d1=0.645, d2=0.658 g=0.775 2/2 [==============================] - 0s 19ms/step >14, 186/693, d1=0.654, d2=0.654 g=0.789 2/2 [==============================] - 0s 19ms/step >14, 187/693, d1=0.691, d2=0.703 g=0.818 2/2 [==============================] - 0s 17ms/step >14, 188/693, d1=0.656, d2=0.687 g=0.827 2/2 [==============================] - 0s 20ms/step >14, 189/693, d1=0.745, d2=0.662 g=0.790 2/2 [==============================] - 0s 19ms/step >14, 190/693, d1=0.692, d2=0.681 g=0.797 2/2 [==============================] - 0s 19ms/step >14, 191/693, d1=0.674, d2=0.667 g=0.809 2/2 [==============================] - 0s 18ms/step >14, 192/693, d1=0.650, d2=0.661 g=0.788 2/2 [==============================] - 0s 20ms/step >14, 193/693, d1=0.704, d2=0.651 g=0.795 2/2 [==============================] - 0s 18ms/step >14, 194/693, d1=0.620, d2=0.664 g=0.792 2/2 [==============================] - 0s 19ms/step >14, 195/693, d1=0.652, d2=0.654 g=0.762 2/2 [==============================] - 0s 17ms/step >14, 196/693, d1=0.671, d2=0.662 g=0.799 2/2 [==============================] - 0s 17ms/step >14, 197/693, d1=0.681, d2=0.632 g=0.800 2/2 [==============================] - 0s 20ms/step >14, 198/693, d1=0.621, d2=0.676 g=0.778 2/2 [==============================] - 0s 17ms/step >14, 199/693, d1=0.630, d2=0.698 g=0.781 2/2 [==============================] - 0s 18ms/step >14, 200/693, d1=0.653, d2=0.653 g=0.783 2/2 [==============================] - 0s 19ms/step >14, 201/693, d1=0.651, d2=0.671 g=0.780 2/2 [==============================] - 0s 18ms/step >14, 202/693, d1=0.659, d2=0.731 g=0.769 2/2 [==============================] - 0s 17ms/step >14, 203/693, d1=0.642, d2=0.698 g=0.775 2/2 [==============================] - 0s 19ms/step >14, 204/693, d1=0.644, d2=0.686 g=0.786 2/2 [==============================] - 0s 20ms/step >14, 205/693, d1=0.635, d2=0.689 g=0.822 2/2 [==============================] - 0s 18ms/step >14, 206/693, d1=0.686, d2=0.655 g=0.833 2/2 [==============================] - 0s 19ms/step >14, 207/693, d1=0.704, d2=0.624 g=0.791 2/2 [==============================] - 0s 19ms/step >14, 208/693, d1=0.673, d2=0.656 g=0.811 2/2 [==============================] - 0s 18ms/step >14, 209/693, d1=0.665, d2=0.670 g=0.808 2/2 [==============================] - 0s 20ms/step >14, 210/693, d1=0.695, d2=0.636 g=0.840 2/2 [==============================] - 0s 17ms/step >14, 211/693, d1=0.623, d2=0.673 g=0.808 2/2 [==============================] - 0s 20ms/step >14, 212/693, d1=0.641, d2=0.662 g=0.765 2/2 [==============================] - 0s 18ms/step >14, 213/693, d1=0.668, d2=0.702 g=0.809 2/2 [==============================] - 0s 18ms/step >14, 214/693, d1=0.723, d2=0.607 g=0.769 2/2 [==============================] - 0s 18ms/step >14, 215/693, d1=0.671, d2=0.627 g=0.814 2/2 [==============================] - 0s 20ms/step >14, 216/693, d1=0.665, d2=0.678 g=0.822 2/2 [==============================] - 0s 19ms/step >14, 217/693, d1=0.681, d2=0.651 g=0.793 2/2 [==============================] - 0s 17ms/step >14, 218/693, d1=0.679, d2=0.662 g=0.796 2/2 [==============================] - 0s 19ms/step >14, 219/693, d1=0.678, d2=0.653 g=0.823 2/2 [==============================] - 0s 19ms/step >14, 220/693, d1=0.716, d2=0.615 g=0.805 2/2 [==============================] - 0s 17ms/step >14, 221/693, d1=0.696, d2=0.694 g=0.795 2/2 [==============================] - 0s 19ms/step >14, 222/693, d1=0.671, d2=0.726 g=0.773 2/2 [==============================] - 0s 19ms/step >14, 223/693, d1=0.651, d2=0.661 g=0.788 2/2 [==============================] - 0s 19ms/step >14, 224/693, d1=0.658, d2=0.654 g=0.752 2/2 [==============================] - 0s 18ms/step >14, 225/693, d1=0.673, d2=0.684 g=0.775 2/2 [==============================] - 0s 18ms/step >14, 226/693, d1=0.733, d2=0.647 g=0.809 2/2 [==============================] - 0s 20ms/step >14, 227/693, d1=0.687, d2=0.712 g=0.785 2/2 [==============================] - 0s 18ms/step >14, 228/693, d1=0.655, d2=0.724 g=0.760 2/2 [==============================] - 0s 20ms/step >14, 229/693, d1=0.675, d2=0.687 g=0.789 2/2 [==============================] - 0s 20ms/step >14, 230/693, d1=0.640, d2=0.694 g=0.753 2/2 [==============================] - 0s 18ms/step >14, 231/693, d1=0.653, d2=0.689 g=0.785 2/2 [==============================] - 0s 19ms/step >14, 232/693, d1=0.689, d2=0.648 g=0.833 2/2 [==============================] - 0s 19ms/step >14, 233/693, d1=0.660, d2=0.670 g=0.810 2/2 [==============================] - 0s 18ms/step >14, 234/693, d1=0.678, d2=0.649 g=0.806 2/2 [==============================] - 0s 19ms/step >14, 235/693, d1=0.677, d2=0.666 g=0.785 2/2 [==============================] - 0s 17ms/step >14, 236/693, d1=0.683, d2=0.642 g=0.806 2/2 [==============================] - 0s 18ms/step >14, 237/693, d1=0.701, d2=0.656 g=0.747 2/2 [==============================] - 0s 21ms/step >14, 238/693, d1=0.672, d2=0.668 g=0.795 2/2 [==============================] - 0s 20ms/step >14, 239/693, d1=0.685, d2=0.668 g=0.773 2/2 [==============================] - 0s 17ms/step >14, 240/693, d1=0.674, d2=0.641 g=0.752 2/2 [==============================] - 0s 19ms/step >14, 241/693, d1=0.644, d2=0.678 g=0.810 2/2 [==============================] - 0s 17ms/step >14, 242/693, d1=0.646, d2=0.691 g=0.766 2/2 [==============================] - 0s 17ms/step >14, 243/693, d1=0.616, d2=0.664 g=0.763 2/2 [==============================] - 0s 18ms/step >14, 244/693, d1=0.680, d2=0.717 g=0.790 2/2 [==============================] - 0s 18ms/step >14, 245/693, d1=0.694, d2=0.668 g=0.836 2/2 [==============================] - 0s 17ms/step >14, 246/693, d1=0.713, d2=0.663 g=0.795 2/2 [==============================] - 0s 20ms/step >14, 247/693, d1=0.609, d2=0.633 g=0.855 2/2 [==============================] - 0s 19ms/step >14, 248/693, d1=0.689, d2=0.671 g=0.803 2/2 [==============================] - 0s 19ms/step >14, 249/693, d1=0.707, d2=0.677 g=0.773 2/2 [==============================] - 0s 17ms/step >14, 250/693, d1=0.633, d2=0.693 g=0.787 2/2 [==============================] - 0s 20ms/step >14, 251/693, d1=0.667, d2=0.666 g=0.846 2/2 [==============================] - 0s 18ms/step >14, 252/693, d1=0.657, d2=0.671 g=0.802 2/2 [==============================] - 0s 18ms/step >14, 253/693, d1=0.694, d2=0.672 g=0.793 2/2 [==============================] - 0s 18ms/step >14, 254/693, d1=0.668, d2=0.668 g=0.807 2/2 [==============================] - 0s 17ms/step >14, 255/693, d1=0.637, d2=0.695 g=0.790 2/2 [==============================] - 0s 18ms/step >14, 256/693, d1=0.702, d2=0.665 g=0.795 2/2 [==============================] - 0s 19ms/step >14, 257/693, d1=0.680, d2=0.667 g=0.780 2/2 [==============================] - 0s 19ms/step >14, 258/693, d1=0.678, d2=0.722 g=0.791 2/2 [==============================] - 0s 19ms/step >14, 259/693, d1=0.675, d2=0.663 g=0.770 2/2 [==============================] - 0s 20ms/step >14, 260/693, d1=0.639, d2=0.666 g=0.786 2/2 [==============================] - 0s 19ms/step >14, 261/693, d1=0.670, d2=0.653 g=0.795 2/2 [==============================] - 0s 19ms/step >14, 262/693, d1=0.667, d2=0.661 g=0.775 2/2 [==============================] - 0s 19ms/step >14, 263/693, d1=0.673, d2=0.653 g=0.792 2/2 [==============================] - 0s 20ms/step >14, 264/693, d1=0.685, d2=0.713 g=0.792 2/2 [==============================] - 0s 18ms/step >14, 265/693, d1=0.696, d2=0.653 g=0.788 2/2 [==============================] - 0s 20ms/step >14, 266/693, d1=0.658, d2=0.640 g=0.772 2/2 [==============================] - 0s 17ms/step >14, 267/693, d1=0.654, d2=0.727 g=0.764 2/2 [==============================] - 0s 18ms/step >14, 268/693, d1=0.638, d2=0.658 g=0.770 2/2 [==============================] - 0s 20ms/step >14, 269/693, d1=0.656, d2=0.677 g=0.771 2/2 [==============================] - 0s 18ms/step >14, 270/693, d1=0.637, d2=0.699 g=0.764 2/2 [==============================] - 0s 18ms/step >14, 271/693, d1=0.648, d2=0.681 g=0.792 2/2 [==============================] - 0s 19ms/step >14, 272/693, d1=0.650, d2=0.697 g=0.782 2/2 [==============================] - 0s 20ms/step >14, 273/693, d1=0.675, d2=0.705 g=0.769 2/2 [==============================] - 0s 17ms/step >14, 274/693, d1=0.662, d2=0.705 g=0.783 2/2 [==============================] - 0s 18ms/step >14, 275/693, d1=0.641, d2=0.658 g=0.783 2/2 [==============================] - 0s 20ms/step >14, 276/693, d1=0.653, d2=0.656 g=0.772 2/2 [==============================] - 0s 17ms/step >14, 277/693, d1=0.631, d2=0.626 g=0.800 2/2 [==============================] - 0s 19ms/step >14, 278/693, d1=0.660, d2=0.714 g=0.812 2/2 [==============================] - 0s 18ms/step >14, 279/693, d1=0.674, d2=0.649 g=0.796 2/2 [==============================] - 0s 18ms/step >14, 280/693, d1=0.670, d2=0.627 g=0.806 2/2 [==============================] - 0s 18ms/step >14, 281/693, d1=0.721, d2=0.615 g=0.804 2/2 [==============================] - 0s 18ms/step >14, 282/693, d1=0.640, d2=0.663 g=0.792 2/2 [==============================] - 0s 19ms/step >14, 283/693, d1=0.640, d2=0.701 g=0.796 2/2 [==============================] - 0s 19ms/step >14, 284/693, d1=0.634, d2=0.654 g=0.832 2/2 [==============================] - 0s 17ms/step >14, 285/693, d1=0.657, d2=0.682 g=0.786 2/2 [==============================] - 0s 19ms/step >14, 286/693, d1=0.672, d2=0.649 g=0.757 2/2 [==============================] - 0s 19ms/step >14, 287/693, d1=0.663, d2=0.679 g=0.776 2/2 [==============================] - 0s 19ms/step >14, 288/693, d1=0.662, d2=0.687 g=0.806 2/2 [==============================] - 0s 18ms/step >14, 289/693, d1=0.712, d2=0.653 g=0.823 2/2 [==============================] - 0s 19ms/step >14, 290/693, d1=0.685, d2=0.638 g=0.790 2/2 [==============================] - 0s 19ms/step >14, 291/693, d1=0.663, d2=0.678 g=0.779 2/2 [==============================] - 0s 16ms/step >14, 292/693, d1=0.663, d2=0.694 g=0.791 2/2 [==============================] - 0s 19ms/step >14, 293/693, d1=0.627, d2=0.666 g=0.806 2/2 [==============================] - 0s 19ms/step >14, 294/693, d1=0.666, d2=0.664 g=0.783 2/2 [==============================] - 0s 18ms/step >14, 295/693, d1=0.680, d2=0.684 g=0.791 2/2 [==============================] - 0s 19ms/step >14, 296/693, d1=0.668, d2=0.667 g=0.796 2/2 [==============================] - 0s 18ms/step >14, 297/693, d1=0.712, d2=0.694 g=0.778 2/2 [==============================] - 0s 20ms/step >14, 298/693, d1=0.663, d2=0.648 g=0.826 2/2 [==============================] - 0s 17ms/step >14, 299/693, d1=0.693, d2=0.673 g=0.793 2/2 [==============================] - 0s 18ms/step >14, 300/693, d1=0.645, d2=0.656 g=0.798 2/2 [==============================] - 0s 20ms/step >14, 301/693, d1=0.674, d2=0.635 g=0.807 2/2 [==============================] - 0s 18ms/step >14, 302/693, d1=0.675, d2=0.673 g=0.785 2/2 [==============================] - 0s 18ms/step >14, 303/693, d1=0.681, d2=0.674 g=0.789 2/2 [==============================] - 0s 18ms/step >14, 304/693, d1=0.713, d2=0.657 g=0.769 2/2 [==============================] - 0s 18ms/step >14, 305/693, d1=0.679, d2=0.666 g=0.762 2/2 [==============================] - 0s 19ms/step >14, 306/693, d1=0.672, d2=0.650 g=0.779 2/2 [==============================] - 0s 17ms/step >14, 307/693, d1=0.633, d2=0.657 g=0.794 2/2 [==============================] - 0s 18ms/step >14, 308/693, d1=0.673, d2=0.673 g=0.786 2/2 [==============================] - 0s 18ms/step >14, 309/693, d1=0.694, d2=0.647 g=0.768 2/2 [==============================] - 0s 19ms/step >14, 310/693, d1=0.669, d2=0.674 g=0.793 2/2 [==============================] - 0s 17ms/step >14, 311/693, d1=0.635, d2=0.715 g=0.787 2/2 [==============================] - 0s 19ms/step >14, 312/693, d1=0.648, d2=0.737 g=0.797 2/2 [==============================] - 0s 17ms/step >14, 313/693, d1=0.627, d2=0.693 g=0.753 2/2 [==============================] - 0s 19ms/step >14, 314/693, d1=0.666, d2=0.711 g=0.785 2/2 [==============================] - 0s 20ms/step >14, 315/693, d1=0.688, d2=0.710 g=0.790 2/2 [==============================] - 0s 17ms/step >14, 316/693, d1=0.687, d2=0.663 g=0.795 2/2 [==============================] - 0s 19ms/step >14, 317/693, d1=0.647, d2=0.670 g=0.770 2/2 [==============================] - 0s 18ms/step >14, 318/693, d1=0.684, d2=0.678 g=0.815 2/2 [==============================] - 0s 18ms/step >14, 319/693, d1=0.668, d2=0.643 g=0.799 2/2 [==============================] - 0s 17ms/step >14, 320/693, d1=0.677, d2=0.618 g=0.811 2/2 [==============================] - 0s 19ms/step >14, 321/693, d1=0.664, d2=0.642 g=0.776 2/2 [==============================] - 0s 18ms/step >14, 322/693, d1=0.662, d2=0.661 g=0.793 2/2 [==============================] - 0s 20ms/step >14, 323/693, d1=0.689, d2=0.640 g=0.809 2/2 [==============================] - 0s 19ms/step >14, 324/693, d1=0.681, d2=0.693 g=0.803 2/2 [==============================] - 0s 18ms/step >14, 325/693, d1=0.698, d2=0.651 g=0.797 2/2 [==============================] - 0s 17ms/step >14, 326/693, d1=0.729, d2=0.678 g=0.793 2/2 [==============================] - 0s 18ms/step >14, 327/693, d1=0.681, d2=0.685 g=0.775 2/2 [==============================] - 0s 19ms/step >14, 328/693, d1=0.646, d2=0.679 g=0.772 2/2 [==============================] - 0s 19ms/step >14, 329/693, d1=0.624, d2=0.653 g=0.786 2/2 [==============================] - 0s 19ms/step >14, 330/693, d1=0.637, d2=0.664 g=0.795 2/2 [==============================] - 0s 20ms/step >14, 331/693, d1=0.672, d2=0.658 g=0.770 2/2 [==============================] - 0s 20ms/step >14, 332/693, d1=0.637, d2=0.704 g=0.780 2/2 [==============================] - 0s 18ms/step >14, 333/693, d1=0.654, d2=0.695 g=0.791 2/2 [==============================] - 0s 19ms/step >14, 334/693, d1=0.675, d2=0.720 g=0.819 2/2 [==============================] - 0s 20ms/step >14, 335/693, d1=0.662, d2=0.666 g=0.817 2/2 [==============================] - 0s 16ms/step >14, 336/693, d1=0.701, d2=0.654 g=0.818 2/2 [==============================] - 0s 19ms/step >14, 337/693, d1=0.676, d2=0.673 g=0.796 2/2 [==============================] - 0s 20ms/step >14, 338/693, d1=0.689, d2=0.613 g=0.794 2/2 [==============================] - 0s 18ms/step >14, 339/693, d1=0.679, d2=0.657 g=0.801 2/2 [==============================] - 0s 17ms/step >14, 340/693, d1=0.682, d2=0.622 g=0.789 2/2 [==============================] - 0s 19ms/step >14, 341/693, d1=0.655, d2=0.676 g=0.772 2/2 [==============================] - 0s 18ms/step >14, 342/693, d1=0.649, d2=0.699 g=0.807 2/2 [==============================] - 0s 19ms/step >14, 343/693, d1=0.669, d2=0.654 g=0.801 2/2 [==============================] - 0s 20ms/step >14, 344/693, d1=0.673, d2=0.594 g=0.771 2/2 [==============================] - 0s 18ms/step >14, 345/693, d1=0.617, d2=0.685 g=0.787 2/2 [==============================] - 0s 17ms/step >14, 346/693, d1=0.672, d2=0.649 g=0.769 2/2 [==============================] - 0s 19ms/step >14, 347/693, d1=0.635, d2=0.693 g=0.778 2/2 [==============================] - 0s 19ms/step >14, 348/693, d1=0.662, d2=0.658 g=0.820 2/2 [==============================] - 0s 21ms/step >14, 349/693, d1=0.656, d2=0.691 g=0.795 2/2 [==============================] - 0s 19ms/step >14, 350/693, d1=0.677, d2=0.665 g=0.795 2/2 [==============================] - 0s 19ms/step >14, 351/693, d1=0.664, d2=0.627 g=0.796 2/2 [==============================] - 0s 19ms/step >14, 352/693, d1=0.634, d2=0.695 g=0.800 2/2 [==============================] - 0s 18ms/step >14, 353/693, d1=0.651, d2=0.683 g=0.817 2/2 [==============================] - 0s 17ms/step >14, 354/693, d1=0.707, d2=0.654 g=0.796 2/2 [==============================] - 0s 18ms/step >14, 355/693, d1=0.658, d2=0.731 g=0.819 2/2 [==============================] - 0s 18ms/step >14, 356/693, d1=0.698, d2=0.651 g=0.815 2/2 [==============================] - 0s 20ms/step >14, 357/693, d1=0.671, d2=0.655 g=0.822 2/2 [==============================] - 0s 18ms/step >14, 358/693, d1=0.653, d2=0.698 g=0.809 2/2 [==============================] - 0s 19ms/step >14, 359/693, d1=0.708, d2=0.665 g=0.819 2/2 [==============================] - 0s 19ms/step >14, 360/693, d1=0.699, d2=0.693 g=0.816 2/2 [==============================] - 0s 17ms/step >14, 361/693, d1=0.665, d2=0.663 g=0.800 2/2 [==============================] - 0s 20ms/step >14, 362/693, d1=0.685, d2=0.644 g=0.821 2/2 [==============================] - 0s 18ms/step >14, 363/693, d1=0.679, d2=0.708 g=0.806 2/2 [==============================] - 0s 18ms/step >14, 364/693, d1=0.626, d2=0.633 g=0.804 2/2 [==============================] - 0s 18ms/step >14, 365/693, d1=0.686, d2=0.654 g=0.770 2/2 [==============================] - 0s 19ms/step >14, 366/693, d1=0.635, d2=0.633 g=0.771 2/2 [==============================] - 0s 18ms/step >14, 367/693, d1=0.709, d2=0.652 g=0.814 2/2 [==============================] - 0s 19ms/step >14, 368/693, d1=0.643, d2=0.718 g=0.795 2/2 [==============================] - 0s 19ms/step >14, 369/693, d1=0.641, d2=0.671 g=0.819 2/2 [==============================] - 0s 17ms/step >14, 370/693, d1=0.698, d2=0.631 g=0.782 2/2 [==============================] - 0s 18ms/step >14, 371/693, d1=0.696, d2=0.671 g=0.808 2/2 [==============================] - 0s 19ms/step >14, 372/693, d1=0.672, d2=0.644 g=0.772 2/2 [==============================] - 0s 18ms/step >14, 373/693, d1=0.659, d2=0.688 g=0.789 2/2 [==============================] - 0s 19ms/step >14, 374/693, d1=0.663, d2=0.665 g=0.766 2/2 [==============================] - 0s 20ms/step >14, 375/693, d1=0.653, d2=0.627 g=0.789 2/2 [==============================] - 0s 18ms/step >14, 376/693, d1=0.668, d2=0.678 g=0.780 2/2 [==============================] - 0s 18ms/step >14, 377/693, d1=0.704, d2=0.681 g=0.841 2/2 [==============================] - 0s 19ms/step >14, 378/693, d1=0.684, d2=0.689 g=0.797 2/2 [==============================] - 0s 19ms/step >14, 379/693, d1=0.663, d2=0.660 g=0.784 2/2 [==============================] - 0s 19ms/step >14, 380/693, d1=0.693, d2=0.702 g=0.803 2/2 [==============================] - 0s 18ms/step >14, 381/693, d1=0.644, d2=0.638 g=0.801 2/2 [==============================] - 0s 20ms/step >14, 382/693, d1=0.669, d2=0.654 g=0.820 2/2 [==============================] - 0s 19ms/step >14, 383/693, d1=0.682, d2=0.667 g=0.808 2/2 [==============================] - 0s 18ms/step >14, 384/693, d1=0.661, d2=0.679 g=0.789 2/2 [==============================] - 0s 18ms/step >14, 385/693, d1=0.643, d2=0.650 g=0.814 2/2 [==============================] - 0s 20ms/step >14, 386/693, d1=0.707, d2=0.667 g=0.807 2/2 [==============================] - 0s 17ms/step >14, 387/693, d1=0.631, d2=0.692 g=0.828 2/2 [==============================] - 0s 19ms/step >14, 388/693, d1=0.657, d2=0.683 g=0.807 2/2 [==============================] - 0s 19ms/step >14, 389/693, d1=0.695, d2=0.686 g=0.819 2/2 [==============================] - 0s 19ms/step >14, 390/693, d1=0.673, d2=0.664 g=0.796 2/2 [==============================] - 0s 19ms/step >14, 391/693, d1=0.667, d2=0.659 g=0.803 2/2 [==============================] - 0s 20ms/step >14, 392/693, d1=0.627, d2=0.687 g=0.798 2/2 [==============================] - 0s 17ms/step >14, 393/693, d1=0.649, d2=0.628 g=0.829 2/2 [==============================] - 0s 19ms/step >14, 394/693, d1=0.676, d2=0.685 g=0.846 2/2 [==============================] - 0s 19ms/step >14, 395/693, d1=0.672, d2=0.663 g=0.806 2/2 [==============================] - 0s 21ms/step >14, 396/693, d1=0.670, d2=0.647 g=0.804 2/2 [==============================] - 0s 18ms/step >14, 397/693, d1=0.685, d2=0.660 g=0.813 2/2 [==============================] - 0s 17ms/step >14, 398/693, d1=0.711, d2=0.655 g=0.794 2/2 [==============================] - 0s 19ms/step >14, 399/693, d1=0.676, d2=0.685 g=0.790 2/2 [==============================] - 0s 18ms/step >14, 400/693, d1=0.630, d2=0.640 g=0.755 2/2 [==============================] - 0s 20ms/step >14, 401/693, d1=0.641, d2=0.627 g=0.792 2/2 [==============================] - 0s 18ms/step >14, 402/693, d1=0.645, d2=0.667 g=0.777 2/2 [==============================] - 0s 18ms/step >14, 403/693, d1=0.642, d2=0.672 g=0.796 2/2 [==============================] - 0s 18ms/step >14, 404/693, d1=0.685, d2=0.678 g=0.778 2/2 [==============================] - 0s 19ms/step >14, 405/693, d1=0.670, d2=0.685 g=0.801 2/2 [==============================] - 0s 19ms/step >14, 406/693, d1=0.690, d2=0.717 g=0.802 2/2 [==============================] - 0s 18ms/step >14, 407/693, d1=0.702, d2=0.642 g=0.797 2/2 [==============================] - 0s 18ms/step >14, 408/693, d1=0.644, d2=0.667 g=0.785 2/2 [==============================] - 0s 18ms/step >14, 409/693, d1=0.682, d2=0.667 g=0.786 2/2 [==============================] - 0s 19ms/step >14, 410/693, d1=0.656, d2=0.671 g=0.808 2/2 [==============================] - 0s 18ms/step >14, 411/693, d1=0.675, d2=0.672 g=0.778 2/2 [==============================] - 0s 18ms/step >14, 412/693, d1=0.621, d2=0.706 g=0.774 2/2 [==============================] - 0s 18ms/step >14, 413/693, d1=0.647, d2=0.656 g=0.805 2/2 [==============================] - 0s 18ms/step >14, 414/693, d1=0.660, d2=0.663 g=0.806 2/2 [==============================] - 0s 17ms/step >14, 415/693, d1=0.655, d2=0.639 g=0.837 2/2 [==============================] - 0s 18ms/step >14, 416/693, d1=0.659, d2=0.632 g=0.787 2/2 [==============================] - 0s 18ms/step >14, 417/693, d1=0.671, d2=0.636 g=0.778 2/2 [==============================] - 0s 19ms/step >14, 418/693, d1=0.676, d2=0.641 g=0.792 2/2 [==============================] - 0s 19ms/step >14, 419/693, d1=0.662, d2=0.677 g=0.785 2/2 [==============================] - 0s 19ms/step >14, 420/693, d1=0.655, d2=0.669 g=0.769 2/2 [==============================] - 0s 18ms/step >14, 421/693, d1=0.636, d2=0.687 g=0.824 2/2 [==============================] - 0s 17ms/step >14, 422/693, d1=0.697, d2=0.661 g=0.809 2/2 [==============================] - 0s 20ms/step >14, 423/693, d1=0.653, d2=0.643 g=0.775 2/2 [==============================] - 0s 18ms/step >14, 424/693, d1=0.668, d2=0.679 g=0.800 2/2 [==============================] - 0s 16ms/step >14, 425/693, d1=0.607, d2=0.649 g=0.786 2/2 [==============================] - 0s 18ms/step >14, 426/693, d1=0.702, d2=0.664 g=0.778 2/2 [==============================] - 0s 19ms/step >14, 427/693, d1=0.684, d2=0.689 g=0.833 2/2 [==============================] - 0s 20ms/step >14, 428/693, d1=0.710, d2=0.647 g=0.815 2/2 [==============================] - 0s 18ms/step >14, 429/693, d1=0.645, d2=0.652 g=0.786 2/2 [==============================] - 0s 19ms/step >14, 430/693, d1=0.634, d2=0.672 g=0.804 2/2 [==============================] - 0s 18ms/step >14, 431/693, d1=0.668, d2=0.662 g=0.807 2/2 [==============================] - 0s 18ms/step >14, 432/693, d1=0.659, d2=0.680 g=0.777 2/2 [==============================] - 0s 18ms/step >14, 433/693, d1=0.635, d2=0.730 g=0.824 2/2 [==============================] - 0s 19ms/step >14, 434/693, d1=0.686, d2=0.655 g=0.759 2/2 [==============================] - 0s 20ms/step >14, 435/693, d1=0.636, d2=0.719 g=0.782 2/2 [==============================] - 0s 17ms/step >14, 436/693, d1=0.635, d2=0.681 g=0.810 2/2 [==============================] - 0s 20ms/step >14, 437/693, d1=0.700, d2=0.642 g=0.808 2/2 [==============================] - 0s 20ms/step >14, 438/693, d1=0.685, d2=0.650 g=0.801 2/2 [==============================] - 0s 18ms/step >14, 439/693, d1=0.710, d2=0.705 g=0.779 2/2 [==============================] - 0s 19ms/step >14, 440/693, d1=0.610, d2=0.708 g=0.777 2/2 [==============================] - 0s 18ms/step >14, 441/693, d1=0.619, d2=0.680 g=0.795 2/2 [==============================] - 0s 15ms/step >14, 442/693, d1=0.656, d2=0.682 g=0.777 2/2 [==============================] - 0s 18ms/step >14, 443/693, d1=0.650, d2=0.679 g=0.850 2/2 [==============================] - 0s 19ms/step >14, 444/693, d1=0.677, d2=0.641 g=0.777 2/2 [==============================] - 0s 18ms/step >14, 445/693, d1=0.605, d2=0.683 g=0.761 2/2 [==============================] - 0s 19ms/step >14, 446/693, d1=0.660, d2=0.649 g=0.830 2/2 [==============================] - 0s 20ms/step >14, 447/693, d1=0.671, d2=0.669 g=0.813 2/2 [==============================] - 0s 19ms/step >14, 448/693, d1=0.693, d2=0.669 g=0.782 2/2 [==============================] - 0s 18ms/step >14, 449/693, d1=0.672, d2=0.693 g=0.820 2/2 [==============================] - 0s 19ms/step >14, 450/693, d1=0.653, d2=0.639 g=0.817 2/2 [==============================] - 0s 19ms/step >14, 451/693, d1=0.651, d2=0.651 g=0.793 2/2 [==============================] - 0s 19ms/step >14, 452/693, d1=0.679, d2=0.666 g=0.783 2/2 [==============================] - 0s 18ms/step >14, 453/693, d1=0.664, d2=0.672 g=0.835 2/2 [==============================] - 0s 17ms/step >14, 454/693, d1=0.701, d2=0.715 g=0.813 2/2 [==============================] - 0s 17ms/step >14, 455/693, d1=0.673, d2=0.645 g=0.802 2/2 [==============================] - 0s 19ms/step >14, 456/693, d1=0.699, d2=0.685 g=0.822 2/2 [==============================] - 0s 17ms/step >14, 457/693, d1=0.680, d2=0.672 g=0.815 2/2 [==============================] - 0s 18ms/step >14, 458/693, d1=0.669, d2=0.641 g=0.807 2/2 [==============================] - 0s 20ms/step >14, 459/693, d1=0.679, d2=0.684 g=0.812 2/2 [==============================] - 0s 18ms/step >14, 460/693, d1=0.661, d2=0.678 g=0.823 2/2 [==============================] - 0s 18ms/step >14, 461/693, d1=0.685, d2=0.663 g=0.808 2/2 [==============================] - 0s 19ms/step >14, 462/693, d1=0.682, d2=0.644 g=0.787 2/2 [==============================] - 0s 18ms/step >14, 463/693, d1=0.677, d2=0.677 g=0.771 2/2 [==============================] - 0s 19ms/step >14, 464/693, d1=0.670, d2=0.655 g=0.827 2/2 [==============================] - 0s 19ms/step >14, 465/693, d1=0.686, d2=0.672 g=0.765 2/2 [==============================] - 0s 19ms/step >14, 466/693, d1=0.627, d2=0.664 g=0.781 2/2 [==============================] - 0s 17ms/step >14, 467/693, d1=0.672, d2=0.716 g=0.787 2/2 [==============================] - 0s 19ms/step >14, 468/693, d1=0.619, d2=0.669 g=0.826 2/2 [==============================] - 0s 18ms/step >14, 469/693, d1=0.670, d2=0.651 g=0.803 2/2 [==============================] - 0s 18ms/step >14, 470/693, d1=0.702, d2=0.669 g=0.807 2/2 [==============================] - 0s 19ms/step >14, 471/693, d1=0.668, d2=0.663 g=0.816 2/2 [==============================] - 0s 18ms/step >14, 472/693, d1=0.672, d2=0.637 g=0.802 2/2 [==============================] - 0s 18ms/step >14, 473/693, d1=0.651, d2=0.683 g=0.835 2/2 [==============================] - 0s 21ms/step >14, 474/693, d1=0.651, d2=0.685 g=0.824 2/2 [==============================] - 0s 18ms/step >14, 475/693, d1=0.668, d2=0.660 g=0.794 2/2 [==============================] - 0s 18ms/step >14, 476/693, d1=0.639, d2=0.667 g=0.808 2/2 [==============================] - 0s 18ms/step >14, 477/693, d1=0.689, d2=0.680 g=0.775 2/2 [==============================] - 0s 19ms/step >14, 478/693, d1=0.690, d2=0.675 g=0.825 2/2 [==============================] - 0s 18ms/step >14, 479/693, d1=0.660, d2=0.623 g=0.826 2/2 [==============================] - 0s 21ms/step >14, 480/693, d1=0.650, d2=0.631 g=0.806 2/2 [==============================] - 0s 17ms/step >14, 481/693, d1=0.648, d2=0.664 g=0.808 2/2 [==============================] - 0s 18ms/step >14, 482/693, d1=0.703, d2=0.635 g=0.812 2/2 [==============================] - 0s 17ms/step >14, 483/693, d1=0.647, d2=0.656 g=0.812 2/2 [==============================] - 0s 17ms/step >14, 484/693, d1=0.646, d2=0.638 g=0.795 2/2 [==============================] - 0s 19ms/step >14, 485/693, d1=0.720, d2=0.698 g=0.753 2/2 [==============================] - 0s 17ms/step >14, 486/693, d1=0.654, d2=0.683 g=0.796 2/2 [==============================] - 0s 19ms/step >14, 487/693, d1=0.703, d2=0.695 g=0.795 2/2 [==============================] - 0s 18ms/step >14, 488/693, d1=0.709, d2=0.652 g=0.817 2/2 [==============================] - 0s 19ms/step >14, 489/693, d1=0.712, d2=0.659 g=0.802 2/2 [==============================] - 0s 17ms/step >14, 490/693, d1=0.691, d2=0.676 g=0.764 2/2 [==============================] - 0s 19ms/step >14, 491/693, d1=0.623, d2=0.639 g=0.792 2/2 [==============================] - 0s 18ms/step >14, 492/693, d1=0.656, d2=0.671 g=0.819 2/2 [==============================] - 0s 20ms/step >14, 493/693, d1=0.637, d2=0.681 g=0.793 2/2 [==============================] - 0s 18ms/step >14, 494/693, d1=0.665, d2=0.721 g=0.754 2/2 [==============================] - 0s 18ms/step >14, 495/693, d1=0.675, d2=0.664 g=0.793 2/2 [==============================] - 0s 17ms/step >14, 496/693, d1=0.604, d2=0.685 g=0.781 2/2 [==============================] - 0s 18ms/step >14, 497/693, d1=0.661, d2=0.660 g=0.785 2/2 [==============================] - 0s 20ms/step >14, 498/693, d1=0.628, d2=0.695 g=0.819 2/2 [==============================] - 0s 18ms/step >14, 499/693, d1=0.668, d2=0.656 g=0.780 2/2 [==============================] - 0s 19ms/step >14, 500/693, d1=0.686, d2=0.689 g=0.791 2/2 [==============================] - 0s 18ms/step >14, 501/693, d1=0.662, d2=0.659 g=0.788 2/2 [==============================] - 0s 20ms/step >14, 502/693, d1=0.676, d2=0.738 g=0.792 2/2 [==============================] - 0s 19ms/step >14, 503/693, d1=0.641, d2=0.673 g=0.799 2/2 [==============================] - 0s 18ms/step >14, 504/693, d1=0.671, d2=0.676 g=0.815 2/2 [==============================] - 0s 18ms/step >14, 505/693, d1=0.657, d2=0.674 g=0.773 2/2 [==============================] - 0s 20ms/step >14, 506/693, d1=0.661, d2=0.639 g=0.784 2/2 [==============================] - 0s 19ms/step >14, 507/693, d1=0.640, d2=0.694 g=0.772 2/2 [==============================] - 0s 16ms/step >14, 508/693, d1=0.647, d2=0.699 g=0.821 2/2 [==============================] - 0s 19ms/step >14, 509/693, d1=0.668, d2=0.681 g=0.768 2/2 [==============================] - 0s 20ms/step >14, 510/693, d1=0.654, d2=0.703 g=0.819 2/2 [==============================] - 0s 17ms/step >14, 511/693, d1=0.715, d2=0.640 g=0.805 2/2 [==============================] - 0s 19ms/step >14, 512/693, d1=0.657, d2=0.638 g=0.793 2/2 [==============================] - 0s 18ms/step >14, 513/693, d1=0.628, d2=0.673 g=0.830 2/2 [==============================] - 0s 19ms/step >14, 514/693, d1=0.672, d2=0.669 g=0.797 2/2 [==============================] - 0s 18ms/step >14, 515/693, d1=0.681, d2=0.643 g=0.830 2/2 [==============================] - 0s 20ms/step >14, 516/693, d1=0.645, d2=0.685 g=0.810 2/2 [==============================] - 0s 18ms/step >14, 517/693, d1=0.700, d2=0.659 g=0.833 2/2 [==============================] - 0s 18ms/step >14, 518/693, d1=0.703, d2=0.699 g=0.795 2/2 [==============================] - 0s 20ms/step >14, 519/693, d1=0.678, d2=0.697 g=0.807 2/2 [==============================] - 0s 19ms/step >14, 520/693, d1=0.681, d2=0.667 g=0.791 2/2 [==============================] - 0s 19ms/step >14, 521/693, d1=0.649, d2=0.683 g=0.801 2/2 [==============================] - 0s 18ms/step >14, 522/693, d1=0.671, d2=0.659 g=0.765 2/2 [==============================] - 0s 20ms/step >14, 523/693, d1=0.652, d2=0.685 g=0.827 2/2 [==============================] - 0s 19ms/step >14, 524/693, d1=0.663, d2=0.626 g=0.803 2/2 [==============================] - 0s 18ms/step >14, 525/693, d1=0.691, d2=0.699 g=0.795 2/2 [==============================] - 0s 19ms/step >14, 526/693, d1=0.652, d2=0.663 g=0.814 2/2 [==============================] - 0s 17ms/step >14, 527/693, d1=0.639, d2=0.690 g=0.827 2/2 [==============================] - 0s 18ms/step >14, 528/693, d1=0.698, d2=0.658 g=0.811 2/2 [==============================] - 0s 18ms/step >14, 529/693, d1=0.672, d2=0.610 g=0.832 2/2 [==============================] - 0s 18ms/step >14, 530/693, d1=0.658, d2=0.660 g=0.785 2/2 [==============================] - 0s 20ms/step >14, 531/693, d1=0.653, d2=0.619 g=0.813 2/2 [==============================] - 0s 18ms/step >14, 532/693, d1=0.650, d2=0.704 g=0.804 2/2 [==============================] - 0s 18ms/step >14, 533/693, d1=0.655, d2=0.678 g=0.811 2/2 [==============================] - 0s 19ms/step >14, 534/693, d1=0.639, d2=0.653 g=0.783 2/2 [==============================] - 0s 18ms/step >14, 535/693, d1=0.631, d2=0.683 g=0.793 2/2 [==============================] - 0s 19ms/step >14, 536/693, d1=0.672, d2=0.643 g=0.798 2/2 [==============================] - 0s 19ms/step >14, 537/693, d1=0.664, d2=0.650 g=0.775 2/2 [==============================] - 0s 20ms/step >14, 538/693, d1=0.664, d2=0.666 g=0.801 2/2 [==============================] - 0s 18ms/step >14, 539/693, d1=0.693, d2=0.681 g=0.767 2/2 [==============================] - 0s 18ms/step >14, 540/693, d1=0.666, d2=0.699 g=0.787 2/2 [==============================] - 0s 19ms/step >14, 541/693, d1=0.634, d2=0.662 g=0.805 2/2 [==============================] - 0s 17ms/step >14, 542/693, d1=0.698, d2=0.629 g=0.805 2/2 [==============================] - 0s 19ms/step >14, 543/693, d1=0.694, d2=0.652 g=0.838 2/2 [==============================] - 0s 20ms/step >14, 544/693, d1=0.648, d2=0.652 g=0.798 2/2 [==============================] - 0s 19ms/step >14, 545/693, d1=0.645, d2=0.663 g=0.842 2/2 [==============================] - 0s 19ms/step >14, 546/693, d1=0.656, d2=0.647 g=0.794 2/2 [==============================] - 0s 17ms/step >14, 547/693, d1=0.655, d2=0.669 g=0.792 2/2 [==============================] - 0s 18ms/step >14, 548/693, d1=0.668, d2=0.670 g=0.793 2/2 [==============================] - 0s 20ms/step >14, 549/693, d1=0.648, d2=0.692 g=0.783 2/2 [==============================] - 0s 17ms/step >14, 550/693, d1=0.672, d2=0.666 g=0.776 2/2 [==============================] - 0s 20ms/step >14, 551/693, d1=0.694, d2=0.689 g=0.797 2/2 [==============================] - 0s 20ms/step >14, 552/693, d1=0.646, d2=0.650 g=0.780 2/2 [==============================] - 0s 18ms/step >14, 553/693, d1=0.670, d2=0.721 g=0.785 2/2 [==============================] - 0s 18ms/step >14, 554/693, d1=0.620, d2=0.682 g=0.846 2/2 [==============================] - 0s 20ms/step >14, 555/693, d1=0.662, d2=0.639 g=0.785 2/2 [==============================] - 0s 18ms/step >14, 556/693, d1=0.665, d2=0.701 g=0.772 2/2 [==============================] - 0s 19ms/step >14, 557/693, d1=0.668, d2=0.650 g=0.798 2/2 [==============================] - 0s 19ms/step >14, 558/693, d1=0.693, d2=0.663 g=0.804 2/2 [==============================] - 0s 18ms/step >14, 559/693, d1=0.673, d2=0.680 g=0.771 2/2 [==============================] - 0s 19ms/step >14, 560/693, d1=0.661, d2=0.656 g=0.793 2/2 [==============================] - 0s 18ms/step >14, 561/693, d1=0.690, d2=0.745 g=0.807 2/2 [==============================] - 0s 20ms/step >14, 562/693, d1=0.678, d2=0.685 g=0.844 2/2 [==============================] - 0s 19ms/step >14, 563/693, d1=0.654, d2=0.640 g=0.845 2/2 [==============================] - 0s 19ms/step >14, 564/693, d1=0.682, d2=0.636 g=0.833 2/2 [==============================] - 0s 20ms/step >14, 565/693, d1=0.678, d2=0.648 g=0.821 2/2 [==============================] - 0s 18ms/step >14, 566/693, d1=0.692, d2=0.618 g=0.774 2/2 [==============================] - 0s 20ms/step >14, 567/693, d1=0.658, d2=0.685 g=0.765 2/2 [==============================] - 0s 19ms/step >14, 568/693, d1=0.683, d2=0.650 g=0.797 2/2 [==============================] - 0s 17ms/step >14, 569/693, d1=0.668, d2=0.697 g=0.803 2/2 [==============================] - 0s 19ms/step >14, 570/693, d1=0.635, d2=0.643 g=0.825 2/2 [==============================] - 0s 19ms/step >14, 571/693, d1=0.670, d2=0.644 g=0.869 2/2 [==============================] - 0s 20ms/step >14, 572/693, d1=0.662, d2=0.658 g=0.801 2/2 [==============================] - 0s 17ms/step >14, 573/693, d1=0.656, d2=0.675 g=0.802 2/2 [==============================] - 0s 20ms/step >14, 574/693, d1=0.639, d2=0.664 g=0.851 2/2 [==============================] - 0s 20ms/step >14, 575/693, d1=0.704, d2=0.681 g=0.800 2/2 [==============================] - 0s 18ms/step >14, 576/693, d1=0.649, d2=0.620 g=0.843 2/2 [==============================] - 0s 19ms/step >14, 577/693, d1=0.688, d2=0.668 g=0.842 2/2 [==============================] - 0s 18ms/step >14, 578/693, d1=0.641, d2=0.627 g=0.825 2/2 [==============================] - 0s 19ms/step >14, 579/693, d1=0.712, d2=0.670 g=0.793 2/2 [==============================] - 0s 19ms/step >14, 580/693, d1=0.689, d2=0.649 g=0.812 2/2 [==============================] - 0s 18ms/step >14, 581/693, d1=0.619, d2=0.684 g=0.787 2/2 [==============================] - 0s 19ms/step >14, 582/693, d1=0.677, d2=0.671 g=0.821 2/2 [==============================] - 0s 18ms/step >14, 583/693, d1=0.681, d2=0.653 g=0.794 2/2 [==============================] - 0s 18ms/step >14, 584/693, d1=0.651, d2=0.634 g=0.806 2/2 [==============================] - 0s 19ms/step >14, 585/693, d1=0.640, d2=0.649 g=0.814 2/2 [==============================] - 0s 18ms/step >14, 586/693, d1=0.700, d2=0.656 g=0.784 2/2 [==============================] - 0s 19ms/step >14, 587/693, d1=0.661, d2=0.667 g=0.820 2/2 [==============================] - 0s 17ms/step >14, 588/693, d1=0.620, d2=0.701 g=0.782 2/2 [==============================] - 0s 19ms/step >14, 589/693, d1=0.646, d2=0.697 g=0.804 2/2 [==============================] - 0s 19ms/step >14, 590/693, d1=0.651, d2=0.635 g=0.795 2/2 [==============================] - 0s 19ms/step >14, 591/693, d1=0.626, d2=0.717 g=0.790 2/2 [==============================] - 0s 19ms/step >14, 592/693, d1=0.678, d2=0.668 g=0.768 2/2 [==============================] - 0s 19ms/step >14, 593/693, d1=0.657, d2=0.677 g=0.796 2/2 [==============================] - 0s 20ms/step >14, 594/693, d1=0.708, d2=0.702 g=0.795 2/2 [==============================] - 0s 19ms/step >14, 595/693, d1=0.706, d2=0.635 g=0.815 2/2 [==============================] - 0s 19ms/step >14, 596/693, d1=0.685, d2=0.636 g=0.812 2/2 [==============================] - 0s 19ms/step >14, 597/693, d1=0.679, d2=0.643 g=0.775 2/2 [==============================] - 0s 18ms/step >14, 598/693, d1=0.643, d2=0.707 g=0.762 2/2 [==============================] - 0s 18ms/step >14, 599/693, d1=0.621, d2=0.678 g=0.820 2/2 [==============================] - 0s 19ms/step >14, 600/693, d1=0.657, d2=0.681 g=0.814 2/2 [==============================] - 0s 20ms/step >14, 601/693, d1=0.649, d2=0.646 g=0.766 2/2 [==============================] - 0s 17ms/step >14, 602/693, d1=0.658, d2=0.692 g=0.789 2/2 [==============================] - 0s 18ms/step >14, 603/693, d1=0.676, d2=0.665 g=0.808 2/2 [==============================] - 0s 19ms/step >14, 604/693, d1=0.647, d2=0.668 g=0.771 2/2 [==============================] - 0s 17ms/step >14, 605/693, d1=0.634, d2=0.633 g=0.780 2/2 [==============================] - 0s 19ms/step >14, 606/693, d1=0.652, d2=0.688 g=0.759 2/2 [==============================] - 0s 18ms/step >14, 607/693, d1=0.682, d2=0.669 g=0.789 2/2 [==============================] - 0s 20ms/step >14, 608/693, d1=0.680, d2=0.717 g=0.782 2/2 [==============================] - 0s 17ms/step >14, 609/693, d1=0.655, d2=0.674 g=0.821 2/2 [==============================] - 0s 19ms/step >14, 610/693, d1=0.672, d2=0.640 g=0.835 2/2 [==============================] - 0s 20ms/step >14, 611/693, d1=0.638, d2=0.633 g=0.812 2/2 [==============================] - 0s 18ms/step >14, 612/693, d1=0.664, d2=0.691 g=0.811 2/2 [==============================] - 0s 18ms/step >14, 613/693, d1=0.667, d2=0.656 g=0.813 2/2 [==============================] - 0s 17ms/step >14, 614/693, d1=0.667, d2=0.685 g=0.800 2/2 [==============================] - 0s 18ms/step >14, 615/693, d1=0.692, d2=0.673 g=0.791 2/2 [==============================] - 0s 18ms/step >14, 616/693, d1=0.650, d2=0.660 g=0.792 2/2 [==============================] - 0s 17ms/step >14, 617/693, d1=0.654, d2=0.703 g=0.813 2/2 [==============================] - 0s 19ms/step >14, 618/693, d1=0.635, d2=0.690 g=0.808 2/2 [==============================] - 0s 18ms/step >14, 619/693, d1=0.668, d2=0.671 g=0.827 2/2 [==============================] - 0s 18ms/step >14, 620/693, d1=0.666, d2=0.629 g=0.826 2/2 [==============================] - 0s 18ms/step >14, 621/693, d1=0.685, d2=0.623 g=0.811 2/2 [==============================] - 0s 18ms/step >14, 622/693, d1=0.689, d2=0.674 g=0.821 2/2 [==============================] - 0s 18ms/step >14, 623/693, d1=0.679, d2=0.643 g=0.813 2/2 [==============================] - 0s 19ms/step >14, 624/693, d1=0.666, d2=0.659 g=0.802 2/2 [==============================] - 0s 18ms/step >14, 625/693, d1=0.683, d2=0.637 g=0.798 2/2 [==============================] - 0s 19ms/step >14, 626/693, d1=0.683, d2=0.681 g=0.811 2/2 [==============================] - 0s 19ms/step >14, 627/693, d1=0.695, d2=0.645 g=0.837 2/2 [==============================] - 0s 18ms/step >14, 628/693, d1=0.708, d2=0.623 g=0.780 2/2 [==============================] - 0s 20ms/step >14, 629/693, d1=0.660, d2=0.686 g=0.782 2/2 [==============================] - 0s 20ms/step >14, 630/693, d1=0.623, d2=0.673 g=0.839 2/2 [==============================] - 0s 19ms/step >14, 631/693, d1=0.687, d2=0.697 g=0.791 2/2 [==============================] - 0s 19ms/step >14, 632/693, d1=0.643, d2=0.683 g=0.775 2/2 [==============================] - 0s 19ms/step >14, 633/693, d1=0.673, d2=0.624 g=0.801 2/2 [==============================] - 0s 20ms/step >14, 634/693, d1=0.633, d2=0.685 g=0.793 2/2 [==============================] - 0s 17ms/step >14, 635/693, d1=0.674, d2=0.741 g=0.784 2/2 [==============================] - 0s 19ms/step >14, 636/693, d1=0.641, d2=0.690 g=0.817 2/2 [==============================] - 0s 18ms/step >14, 637/693, d1=0.665, d2=0.632 g=0.781 2/2 [==============================] - 0s 18ms/step >14, 638/693, d1=0.674, d2=0.657 g=0.784 2/2 [==============================] - 0s 19ms/step >14, 639/693, d1=0.646, d2=0.677 g=0.812 2/2 [==============================] - 0s 20ms/step >14, 640/693, d1=0.677, d2=0.652 g=0.840 2/2 [==============================] - 0s 19ms/step >14, 641/693, d1=0.702, d2=0.698 g=0.778 2/2 [==============================] - 0s 18ms/step >14, 642/693, d1=0.698, d2=0.672 g=0.809 2/2 [==============================] - 0s 17ms/step >14, 643/693, d1=0.611, d2=0.661 g=0.810 2/2 [==============================] - 0s 19ms/step >14, 644/693, d1=0.674, d2=0.688 g=0.802 2/2 [==============================] - 0s 18ms/step >14, 645/693, d1=0.678, d2=0.649 g=0.836 2/2 [==============================] - 0s 19ms/step >14, 646/693, d1=0.669, d2=0.671 g=0.821 2/2 [==============================] - 0s 19ms/step >14, 647/693, d1=0.635, d2=0.673 g=0.801 2/2 [==============================] - 0s 18ms/step >14, 648/693, d1=0.650, d2=0.680 g=0.812 2/2 [==============================] - 0s 18ms/step >14, 649/693, d1=0.653, d2=0.670 g=0.802 2/2 [==============================] - 0s 18ms/step >14, 650/693, d1=0.683, d2=0.677 g=0.799 2/2 [==============================] - 0s 17ms/step >14, 651/693, d1=0.678, d2=0.664 g=0.831 2/2 [==============================] - 0s 17ms/step >14, 652/693, d1=0.634, d2=0.668 g=0.812 2/2 [==============================] - 0s 20ms/step >14, 653/693, d1=0.648, d2=0.629 g=0.837 2/2 [==============================] - 0s 19ms/step >14, 654/693, d1=0.696, d2=0.664 g=0.801 2/2 [==============================] - 0s 17ms/step >14, 655/693, d1=0.698, d2=0.648 g=0.810 2/2 [==============================] - 0s 19ms/step >14, 656/693, d1=0.718, d2=0.672 g=0.813 2/2 [==============================] - 0s 17ms/step >14, 657/693, d1=0.649, d2=0.666 g=0.797 2/2 [==============================] - 0s 18ms/step >14, 658/693, d1=0.642, d2=0.652 g=0.776 2/2 [==============================] - 0s 19ms/step >14, 659/693, d1=0.659, d2=0.729 g=0.796 2/2 [==============================] - 0s 19ms/step >14, 660/693, d1=0.697, d2=0.664 g=0.819 2/2 [==============================] - 0s 18ms/step >14, 661/693, d1=0.682, d2=0.678 g=0.750 2/2 [==============================] - 0s 17ms/step >14, 662/693, d1=0.594, d2=0.676 g=0.812 2/2 [==============================] - 0s 18ms/step >14, 663/693, d1=0.660, d2=0.670 g=0.797 2/2 [==============================] - 0s 21ms/step >14, 664/693, d1=0.635, d2=0.667 g=0.826 2/2 [==============================] - 0s 20ms/step >14, 665/693, d1=0.675, d2=0.669 g=0.823 2/2 [==============================] - 0s 19ms/step >14, 666/693, d1=0.664, d2=0.674 g=0.773 2/2 [==============================] - 0s 19ms/step >14, 667/693, d1=0.662, d2=0.629 g=0.790 2/2 [==============================] - 0s 20ms/step >14, 668/693, d1=0.744, d2=0.640 g=0.784 2/2 [==============================] - 0s 18ms/step >14, 669/693, d1=0.641, d2=0.658 g=0.784 2/2 [==============================] - 0s 19ms/step >14, 670/693, d1=0.672, d2=0.687 g=0.816 2/2 [==============================] - 0s 19ms/step >14, 671/693, d1=0.703, d2=0.695 g=0.801 2/2 [==============================] - 0s 19ms/step >14, 672/693, d1=0.622, d2=0.704 g=0.774 2/2 [==============================] - 0s 19ms/step >14, 673/693, d1=0.641, d2=0.675 g=0.797 2/2 [==============================] - 0s 19ms/step >14, 674/693, d1=0.693, d2=0.716 g=0.776 2/2 [==============================] - 0s 19ms/step >14, 675/693, d1=0.662, d2=0.638 g=0.783 2/2 [==============================] - 0s 17ms/step >14, 676/693, d1=0.691, d2=0.617 g=0.787 2/2 [==============================] - 0s 18ms/step >14, 677/693, d1=0.665, d2=0.677 g=0.815 2/2 [==============================] - 0s 19ms/step >14, 678/693, d1=0.633, d2=0.665 g=0.793 2/2 [==============================] - 0s 18ms/step >14, 679/693, d1=0.674, d2=0.683 g=0.786 2/2 [==============================] - 0s 19ms/step >14, 680/693, d1=0.661, d2=0.671 g=0.787 2/2 [==============================] - 0s 17ms/step >14, 681/693, d1=0.625, d2=0.637 g=0.809 2/2 [==============================] - 0s 20ms/step >14, 682/693, d1=0.654, d2=0.653 g=0.820 2/2 [==============================] - 0s 19ms/step >14, 683/693, d1=0.649, d2=0.693 g=0.813 2/2 [==============================] - 0s 19ms/step >14, 684/693, d1=0.696, d2=0.706 g=0.777 2/2 [==============================] - 0s 20ms/step >14, 685/693, d1=0.623, d2=0.643 g=0.813 2/2 [==============================] - 0s 18ms/step >14, 686/693, d1=0.666, d2=0.682 g=0.824 2/2 [==============================] - 0s 18ms/step >14, 687/693, d1=0.633, d2=0.682 g=0.856 2/2 [==============================] - 0s 19ms/step >14, 688/693, d1=0.637, d2=0.652 g=0.834 2/2 [==============================] - 0s 19ms/step >14, 689/693, d1=0.658, d2=0.652 g=0.832 2/2 [==============================] - 0s 18ms/step >14, 690/693, d1=0.719, d2=0.663 g=0.823 2/2 [==============================] - 0s 18ms/step >14, 691/693, d1=0.704, d2=0.647 g=0.868 2/2 [==============================] - 0s 17ms/step >14, 692/693, d1=0.700, d2=0.615 g=0.837 2/2 [==============================] - 0s 18ms/step >14, 693/693, d1=0.663, d2=0.678 g=0.817 2/2 [==============================] - 0s 18ms/step >15, 1/693, d1=0.707, d2=0.706 g=0.804 2/2 [==============================] - 0s 17ms/step >15, 2/693, d1=0.672, d2=0.643 g=0.839 2/2 [==============================] - 0s 19ms/step >15, 3/693, d1=0.712, d2=0.669 g=0.793 2/2 [==============================] - 0s 19ms/step >15, 4/693, d1=0.692, d2=0.644 g=0.813 2/2 [==============================] - 0s 18ms/step >15, 5/693, d1=0.643, d2=0.650 g=0.770 2/2 [==============================] - 0s 19ms/step >15, 6/693, d1=0.621, d2=0.638 g=0.802 2/2 [==============================] - 0s 20ms/step >15, 7/693, d1=0.621, d2=0.719 g=0.803 2/2 [==============================] - 0s 18ms/step >15, 8/693, d1=0.639, d2=0.679 g=0.784 2/2 [==============================] - 0s 19ms/step >15, 9/693, d1=0.655, d2=0.655 g=0.844 2/2 [==============================] - 0s 18ms/step >15, 10/693, d1=0.697, d2=0.627 g=0.809 2/2 [==============================] - 0s 19ms/step >15, 11/693, d1=0.637, d2=0.693 g=0.808 2/2 [==============================] - 0s 19ms/step >15, 12/693, d1=0.724, d2=0.640 g=0.798 2/2 [==============================] - 0s 18ms/step >15, 13/693, d1=0.701, d2=0.641 g=0.783 2/2 [==============================] - 0s 18ms/step >15, 14/693, d1=0.635, d2=0.680 g=0.800 2/2 [==============================] - 0s 18ms/step >15, 15/693, d1=0.667, d2=0.638 g=0.818 2/2 [==============================] - 0s 19ms/step >15, 16/693, d1=0.684, d2=0.643 g=0.780 2/2 [==============================] - 0s 16ms/step >15, 17/693, d1=0.668, d2=0.711 g=0.834 2/2 [==============================] - 0s 20ms/step >15, 18/693, d1=0.679, d2=0.652 g=0.813 2/2 [==============================] - 0s 19ms/step >15, 19/693, d1=0.666, d2=0.649 g=0.786 2/2 [==============================] - 0s 18ms/step >15, 20/693, d1=0.664, d2=0.650 g=0.773 2/2 [==============================] - 0s 19ms/step >15, 21/693, d1=0.646, d2=0.658 g=0.786 2/2 [==============================] - 0s 19ms/step >15, 22/693, d1=0.609, d2=0.683 g=0.792 2/2 [==============================] - 0s 20ms/step >15, 23/693, d1=0.624, d2=0.689 g=0.753 2/2 [==============================] - 0s 18ms/step >15, 24/693, d1=0.654, d2=0.678 g=0.785 2/2 [==============================] - 0s 19ms/step >15, 25/693, d1=0.625, d2=0.679 g=0.765 2/2 [==============================] - 0s 20ms/step >15, 26/693, d1=0.659, d2=0.681 g=0.813 2/2 [==============================] - 0s 19ms/step >15, 27/693, d1=0.641, d2=0.669 g=0.814 2/2 [==============================] - 0s 18ms/step >15, 28/693, d1=0.681, d2=0.689 g=0.840 2/2 [==============================] - 0s 19ms/step >15, 29/693, d1=0.676, d2=0.640 g=0.833 2/2 [==============================] - 0s 18ms/step >15, 30/693, d1=0.723, d2=0.665 g=0.820 2/2 [==============================] - 0s 17ms/step >15, 31/693, d1=0.682, d2=0.633 g=0.822 2/2 [==============================] - 0s 18ms/step >15, 32/693, d1=0.703, d2=0.665 g=0.798 2/2 [==============================] - 0s 19ms/step >15, 33/693, d1=0.646, d2=0.713 g=0.797 2/2 [==============================] - 0s 18ms/step >15, 34/693, d1=0.641, d2=0.692 g=0.779 2/2 [==============================] - 0s 18ms/step >15, 35/693, d1=0.653, d2=0.686 g=0.808 2/2 [==============================] - 0s 20ms/step >15, 36/693, d1=0.656, d2=0.629 g=0.804 2/2 [==============================] - 0s 19ms/step >15, 37/693, d1=0.672, d2=0.656 g=0.805 2/2 [==============================] - 0s 18ms/step >15, 38/693, d1=0.687, d2=0.684 g=0.816 2/2 [==============================] - 0s 18ms/step >15, 39/693, d1=0.641, d2=0.651 g=0.790 2/2 [==============================] - 0s 19ms/step >15, 40/693, d1=0.721, d2=0.665 g=0.807 2/2 [==============================] - 0s 19ms/step >15, 41/693, d1=0.657, d2=0.657 g=0.805 2/2 [==============================] - 0s 19ms/step >15, 42/693, d1=0.641, d2=0.657 g=0.804 2/2 [==============================] - 0s 18ms/step >15, 43/693, d1=0.638, d2=0.620 g=0.776 2/2 [==============================] - 0s 19ms/step >15, 44/693, d1=0.621, d2=0.669 g=0.768 2/2 [==============================] - 0s 20ms/step >15, 45/693, d1=0.625, d2=0.674 g=0.788 2/2 [==============================] - 0s 17ms/step >15, 46/693, d1=0.658, d2=0.645 g=0.782 2/2 [==============================] - 0s 20ms/step >15, 47/693, d1=0.669, d2=0.667 g=0.792 2/2 [==============================] - 0s 18ms/step >15, 48/693, d1=0.661, d2=0.696 g=0.791 2/2 [==============================] - 0s 18ms/step >15, 49/693, d1=0.663, d2=0.651 g=0.805 2/2 [==============================] - 0s 19ms/step >15, 50/693, d1=0.666, d2=0.680 g=0.796 2/2 [==============================] - 0s 18ms/step >15, 51/693, d1=0.681, d2=0.639 g=0.759 2/2 [==============================] - 0s 20ms/step >15, 52/693, d1=0.656, d2=0.684 g=0.796 2/2 [==============================] - 0s 19ms/step >15, 53/693, d1=0.653, d2=0.666 g=0.810 2/2 [==============================] - 0s 18ms/step >15, 54/693, d1=0.638, d2=0.628 g=0.822 2/2 [==============================] - 0s 20ms/step >15, 55/693, d1=0.670, d2=0.648 g=0.835 2/2 [==============================] - 0s 19ms/step >15, 56/693, d1=0.680, d2=0.685 g=0.830 2/2 [==============================] - 0s 19ms/step >15, 57/693, d1=0.702, d2=0.672 g=0.805 2/2 [==============================] - 0s 19ms/step >15, 58/693, d1=0.694, d2=0.671 g=0.759 2/2 [==============================] - 0s 17ms/step >15, 59/693, d1=0.680, d2=0.654 g=0.797 2/2 [==============================] - 0s 19ms/step >15, 60/693, d1=0.674, d2=0.733 g=0.793 2/2 [==============================] - 0s 18ms/step >15, 61/693, d1=0.640, d2=0.685 g=0.803 2/2 [==============================] - 0s 19ms/step >15, 62/693, d1=0.628, d2=0.707 g=0.835 2/2 [==============================] - 0s 18ms/step >15, 63/693, d1=0.684, d2=0.667 g=0.774 2/2 [==============================] - 0s 17ms/step >15, 64/693, d1=0.631, d2=0.699 g=0.796 2/2 [==============================] - 0s 18ms/step >15, 65/693, d1=0.621, d2=0.626 g=0.782 2/2 [==============================] - 0s 19ms/step >15, 66/693, d1=0.670, d2=0.719 g=0.783 2/2 [==============================] - 0s 20ms/step >15, 67/693, d1=0.675, d2=0.681 g=0.806 2/2 [==============================] - 0s 19ms/step >15, 68/693, d1=0.658, d2=0.671 g=0.880 2/2 [==============================] - 0s 19ms/step >15, 69/693, d1=0.708, d2=0.704 g=0.815 2/2 [==============================] - 0s 19ms/step >15, 70/693, d1=0.702, d2=0.652 g=0.826 2/2 [==============================] - 0s 20ms/step >15, 71/693, d1=0.673, d2=0.689 g=0.808 2/2 [==============================] - 0s 18ms/step >15, 72/693, d1=0.702, d2=0.654 g=0.840 2/2 [==============================] - 0s 18ms/step >15, 73/693, d1=0.701, d2=0.621 g=0.825 2/2 [==============================] - 0s 19ms/step >15, 74/693, d1=0.666, d2=0.663 g=0.818 2/2 [==============================] - 0s 19ms/step >15, 75/693, d1=0.662, d2=0.643 g=0.816 2/2 [==============================] - 0s 20ms/step >15, 76/693, d1=0.674, d2=0.712 g=0.804 2/2 [==============================] - 0s 19ms/step >15, 77/693, d1=0.614, d2=0.694 g=0.798 2/2 [==============================] - 0s 18ms/step >15, 78/693, d1=0.663, d2=0.674 g=0.813 2/2 [==============================] - 0s 19ms/step >15, 79/693, d1=0.676, d2=0.652 g=0.772 2/2 [==============================] - 0s 18ms/step >15, 80/693, d1=0.668, d2=0.632 g=0.780 2/2 [==============================] - 0s 18ms/step >15, 81/693, d1=0.685, d2=0.685 g=0.811 2/2 [==============================] - 0s 17ms/step >15, 82/693, d1=0.665, d2=0.697 g=0.819 2/2 [==============================] - 0s 18ms/step >15, 83/693, d1=0.704, d2=0.646 g=0.804 2/2 [==============================] - 0s 20ms/step >15, 84/693, d1=0.717, d2=0.713 g=0.821 2/2 [==============================] - 0s 20ms/step >15, 85/693, d1=0.703, d2=0.659 g=0.811 2/2 [==============================] - 0s 17ms/step >15, 86/693, d1=0.655, d2=0.672 g=0.799 2/2 [==============================] - 0s 18ms/step >15, 87/693, d1=0.653, d2=0.675 g=0.807 2/2 [==============================] - 0s 19ms/step >15, 88/693, d1=0.618, d2=0.645 g=0.780 2/2 [==============================] - 0s 20ms/step >15, 89/693, d1=0.630, d2=0.659 g=0.792 2/2 [==============================] - 0s 21ms/step >15, 90/693, d1=0.669, d2=0.661 g=0.782 2/2 [==============================] - 0s 18ms/step >15, 91/693, d1=0.645, d2=0.649 g=0.807 2/2 [==============================] - 0s 19ms/step >15, 92/693, d1=0.599, d2=0.703 g=0.783 2/2 [==============================] - 0s 18ms/step >15, 93/693, d1=0.645, d2=0.701 g=0.765 2/2 [==============================] - 0s 16ms/step >15, 94/693, d1=0.656, d2=0.692 g=0.771 2/2 [==============================] - 0s 19ms/step >15, 95/693, d1=0.657, d2=0.701 g=0.781 2/2 [==============================] - 0s 18ms/step >15, 96/693, d1=0.683, d2=0.668 g=0.848 2/2 [==============================] - 0s 19ms/step >15, 97/693, d1=0.724, d2=0.630 g=0.803 2/2 [==============================] - 0s 19ms/step >15, 98/693, d1=0.696, d2=0.678 g=0.823 2/2 [==============================] - 0s 19ms/step >15, 99/693, d1=0.671, d2=0.697 g=0.801 2/2 [==============================] - 0s 19ms/step >15, 100/693, d1=0.714, d2=0.600 g=0.797 2/2 [==============================] - 0s 19ms/step >15, 101/693, d1=0.704, d2=0.689 g=0.806 2/2 [==============================] - 0s 18ms/step >15, 102/693, d1=0.660, d2=0.675 g=0.783 2/2 [==============================] - 0s 18ms/step >15, 103/693, d1=0.676, d2=0.651 g=0.804 2/2 [==============================] - 0s 17ms/step >15, 104/693, d1=0.686, d2=0.693 g=0.813 2/2 [==============================] - 0s 19ms/step >15, 105/693, d1=0.686, d2=0.652 g=0.818 2/2 [==============================] - 0s 20ms/step >15, 106/693, d1=0.665, d2=0.708 g=0.824 2/2 [==============================] - 0s 20ms/step >15, 107/693, d1=0.651, d2=0.664 g=0.831 2/2 [==============================] - 0s 17ms/step >15, 108/693, d1=0.688, d2=0.685 g=0.791 2/2 [==============================] - 0s 17ms/step >15, 109/693, d1=0.655, d2=0.651 g=0.827 2/2 [==============================] - 0s 19ms/step >15, 110/693, d1=0.674, d2=0.683 g=0.758 2/2 [==============================] - 0s 19ms/step >15, 111/693, d1=0.652, d2=0.707 g=0.795 2/2 [==============================] - 0s 20ms/step >15, 112/693, d1=0.647, d2=0.705 g=0.814 2/2 [==============================] - 0s 18ms/step >15, 113/693, d1=0.710, d2=0.650 g=0.831 2/2 [==============================] - 0s 18ms/step >15, 114/693, d1=0.708, d2=0.658 g=0.820 2/2 [==============================] - 0s 18ms/step >15, 115/693, d1=0.667, d2=0.655 g=0.821 2/2 [==============================] - 0s 17ms/step >15, 116/693, d1=0.684, d2=0.674 g=0.803 2/2 [==============================] - 0s 19ms/step >15, 117/693, d1=0.688, d2=0.653 g=0.808 2/2 [==============================] - 0s 19ms/step >15, 118/693, d1=0.659, d2=0.601 g=0.853 2/2 [==============================] - 0s 17ms/step >15, 119/693, d1=0.641, d2=0.613 g=0.828 2/2 [==============================] - 0s 19ms/step >15, 120/693, d1=0.670, d2=0.664 g=0.800 2/2 [==============================] - 0s 19ms/step >15, 121/693, d1=0.675, d2=0.663 g=0.832 2/2 [==============================] - 0s 17ms/step >15, 122/693, d1=0.667, d2=0.623 g=0.843 2/2 [==============================] - 0s 19ms/step >15, 123/693, d1=0.696, d2=0.645 g=0.797 2/2 [==============================] - 0s 20ms/step >15, 124/693, d1=0.666, d2=0.660 g=0.795 2/2 [==============================] - 0s 17ms/step >15, 125/693, d1=0.624, d2=0.680 g=0.798 2/2 [==============================] - 0s 17ms/step >15, 126/693, d1=0.611, d2=0.632 g=0.822 2/2 [==============================] - 0s 19ms/step >15, 127/693, d1=0.644, d2=0.650 g=0.815 2/2 [==============================] - 0s 18ms/step >15, 128/693, d1=0.647, d2=0.677 g=0.800 2/2 [==============================] - 0s 18ms/step >15, 129/693, d1=0.658, d2=0.643 g=0.821 2/2 [==============================] - 0s 18ms/step >15, 130/693, d1=0.697, d2=0.689 g=0.842 2/2 [==============================] - 0s 19ms/step >15, 131/693, d1=0.690, d2=0.639 g=0.805 2/2 [==============================] - 0s 19ms/step >15, 132/693, d1=0.651, d2=0.661 g=0.797 2/2 [==============================] - 0s 18ms/step >15, 133/693, d1=0.669, d2=0.656 g=0.793 2/2 [==============================] - 0s 18ms/step >15, 134/693, d1=0.708, d2=0.655 g=0.819 2/2 [==============================] - 0s 17ms/step >15, 135/693, d1=0.643, d2=0.659 g=0.812 2/2 [==============================] - 0s 19ms/step >15, 136/693, d1=0.645, d2=0.653 g=0.821 2/2 [==============================] - 0s 18ms/step >15, 137/693, d1=0.642, d2=0.673 g=0.790 2/2 [==============================] - 0s 17ms/step >15, 138/693, d1=0.635, d2=0.680 g=0.816 2/2 [==============================] - 0s 18ms/step >15, 139/693, d1=0.704, d2=0.662 g=0.814 2/2 [==============================] - 0s 19ms/step >15, 140/693, d1=0.647, d2=0.674 g=0.780 2/2 [==============================] - 0s 19ms/step >15, 141/693, d1=0.679, d2=0.694 g=0.800 2/2 [==============================] - 0s 18ms/step >15, 142/693, d1=0.694, d2=0.656 g=0.768 2/2 [==============================] - 0s 19ms/step >15, 143/693, d1=0.661, d2=0.744 g=0.814 2/2 [==============================] - 0s 19ms/step >15, 144/693, d1=0.613, d2=0.688 g=0.824 2/2 [==============================] - 0s 19ms/step >15, 145/693, d1=0.669, d2=0.677 g=0.805 2/2 [==============================] - 0s 18ms/step >15, 146/693, d1=0.709, d2=0.683 g=0.824 2/2 [==============================] - 0s 18ms/step >15, 147/693, d1=0.706, d2=0.641 g=0.773 2/2 [==============================] - 0s 17ms/step >15, 148/693, d1=0.677, d2=0.631 g=0.798 2/2 [==============================] - 0s 18ms/step >15, 149/693, d1=0.662, d2=0.661 g=0.751 2/2 [==============================] - 0s 19ms/step >15, 150/693, d1=0.671, d2=0.675 g=0.772 2/2 [==============================] - 0s 19ms/step >15, 151/693, d1=0.646, d2=0.659 g=0.796 2/2 [==============================] - 0s 19ms/step >15, 152/693, d1=0.629, d2=0.659 g=0.792 2/2 [==============================] - 0s 20ms/step >15, 153/693, d1=0.683, d2=0.663 g=0.801 2/2 [==============================] - 0s 20ms/step >15, 154/693, d1=0.656, d2=0.661 g=0.766 2/2 [==============================] - 0s 16ms/step >15, 155/693, d1=0.669, d2=0.689 g=0.751 2/2 [==============================] - 0s 17ms/step >15, 156/693, d1=0.647, d2=0.680 g=0.804 2/2 [==============================] - 0s 17ms/step >15, 157/693, d1=0.640, d2=0.671 g=0.814 2/2 [==============================] - 0s 16ms/step >15, 158/693, d1=0.662, d2=0.702 g=0.786 2/2 [==============================] - 0s 16ms/step >15, 159/693, d1=0.662, d2=0.695 g=0.799 2/2 [==============================] - 0s 17ms/step >15, 160/693, d1=0.688, d2=0.709 g=0.765 2/2 [==============================] - 0s 16ms/step >15, 161/693, d1=0.670, d2=0.678 g=0.811 2/2 [==============================] - 0s 16ms/step >15, 162/693, d1=0.678, d2=0.667 g=0.793 2/2 [==============================] - 0s 16ms/step >15, 163/693, d1=0.696, d2=0.642 g=0.846 2/2 [==============================] - 0s 17ms/step >15, 164/693, d1=0.691, d2=0.664 g=0.799 2/2 [==============================] - 0s 16ms/step >15, 165/693, d1=0.701, d2=0.720 g=0.780 2/2 [==============================] - 0s 17ms/step >15, 166/693, d1=0.632, d2=0.631 g=0.778 2/2 [==============================] - 0s 17ms/step >15, 167/693, d1=0.659, d2=0.690 g=0.809 2/2 [==============================] - 0s 17ms/step >15, 168/693, d1=0.688, d2=0.658 g=0.819 2/2 [==============================] - 0s 20ms/step >15, 169/693, d1=0.638, d2=0.617 g=0.792 2/2 [==============================] - 0s 20ms/step >15, 170/693, d1=0.620, d2=0.688 g=0.735 2/2 [==============================] - 0s 20ms/step >15, 171/693, d1=0.654, d2=0.694 g=0.789 2/2 [==============================] - 0s 16ms/step >15, 172/693, d1=0.645, d2=0.697 g=0.848 2/2 [==============================] - 0s 17ms/step >15, 173/693, d1=0.687, d2=0.677 g=0.757 2/2 [==============================] - 0s 18ms/step >15, 174/693, d1=0.632, d2=0.715 g=0.774 2/2 [==============================] - 0s 20ms/step >15, 175/693, d1=0.629, d2=0.677 g=0.774 2/2 [==============================] - 0s 18ms/step >15, 176/693, d1=0.667, d2=0.672 g=0.786 2/2 [==============================] - 0s 20ms/step >15, 177/693, d1=0.629, d2=0.654 g=0.844 2/2 [==============================] - 0s 20ms/step >15, 178/693, d1=0.667, d2=0.636 g=0.812 2/2 [==============================] - 0s 17ms/step >15, 179/693, d1=0.681, d2=0.659 g=0.823 2/2 [==============================] - 0s 19ms/step >15, 180/693, d1=0.720, d2=0.656 g=0.827 2/2 [==============================] - 0s 21ms/step >15, 181/693, d1=0.673, d2=0.652 g=0.825 2/2 [==============================] - 0s 21ms/step >15, 182/693, d1=0.709, d2=0.646 g=0.815 2/2 [==============================] - 0s 18ms/step >15, 183/693, d1=0.662, d2=0.684 g=0.831 2/2 [==============================] - 0s 16ms/step >15, 184/693, d1=0.630, d2=0.619 g=0.800 2/2 [==============================] - 0s 20ms/step >15, 185/693, d1=0.722, d2=0.665 g=0.799 2/2 [==============================] - 0s 19ms/step >15, 186/693, d1=0.627, d2=0.682 g=0.790 2/2 [==============================] - 0s 21ms/step >15, 187/693, d1=0.642, d2=0.636 g=0.776 2/2 [==============================] - 0s 19ms/step >15, 188/693, d1=0.675, d2=0.709 g=0.820 2/2 [==============================] - 0s 20ms/step >15, 189/693, d1=0.696, d2=0.663 g=0.811 2/2 [==============================] - 0s 20ms/step >15, 190/693, d1=0.671, d2=0.686 g=0.772 2/2 [==============================] - 0s 20ms/step >15, 191/693, d1=0.640, d2=0.676 g=0.797 2/2 [==============================] - 0s 21ms/step >15, 192/693, d1=0.628, d2=0.665 g=0.810 2/2 [==============================] - 0s 19ms/step >15, 193/693, d1=0.650, d2=0.631 g=0.772 2/2 [==============================] - 0s 19ms/step >15, 194/693, d1=0.653, d2=0.675 g=0.842 2/2 [==============================] - 0s 20ms/step >15, 195/693, d1=0.650, d2=0.668 g=0.774 2/2 [==============================] - 0s 20ms/step >15, 196/693, d1=0.683, d2=0.686 g=0.786 2/2 [==============================] - 0s 20ms/step >15, 197/693, d1=0.687, d2=0.656 g=0.761 2/2 [==============================] - 0s 18ms/step >15, 198/693, d1=0.642, d2=0.639 g=0.803 2/2 [==============================] - 0s 19ms/step >15, 199/693, d1=0.634, d2=0.665 g=0.822 2/2 [==============================] - 0s 20ms/step >15, 200/693, d1=0.674, d2=0.631 g=0.852 2/2 [==============================] - 0s 19ms/step >15, 201/693, d1=0.670, d2=0.631 g=0.807 2/2 [==============================] - 0s 21ms/step >15, 202/693, d1=0.614, d2=0.679 g=0.827 2/2 [==============================] - 0s 19ms/step >15, 203/693, d1=0.710, d2=0.673 g=0.832 2/2 [==============================] - 0s 20ms/step >15, 204/693, d1=0.711, d2=0.637 g=0.796 2/2 [==============================] - 0s 20ms/step >15, 205/693, d1=0.692, d2=0.644 g=0.791 2/2 [==============================] - 0s 20ms/step >15, 206/693, d1=0.682, d2=0.684 g=0.804 2/2 [==============================] - 0s 20ms/step >15, 207/693, d1=0.647, d2=0.731 g=0.768 2/2 [==============================] - 0s 20ms/step >15, 208/693, d1=0.653, d2=0.683 g=0.778 2/2 [==============================] - 0s 19ms/step >15, 209/693, d1=0.647, d2=0.667 g=0.820 2/2 [==============================] - 0s 19ms/step >15, 210/693, d1=0.665, d2=0.693 g=0.782 2/2 [==============================] - 0s 19ms/step >15, 211/693, d1=0.637, d2=0.656 g=0.818 2/2 [==============================] - 0s 19ms/step >15, 212/693, d1=0.622, d2=0.696 g=0.773 2/2 [==============================] - 0s 20ms/step >15, 213/693, d1=0.677, d2=0.744 g=0.815 2/2 [==============================] - 0s 20ms/step >15, 214/693, d1=0.649, d2=0.616 g=0.840 2/2 [==============================] - 0s 18ms/step >15, 215/693, d1=0.672, d2=0.630 g=0.831 2/2 [==============================] - 0s 19ms/step >15, 216/693, d1=0.659, d2=0.671 g=0.824 2/2 [==============================] - 0s 17ms/step >15, 217/693, d1=0.700, d2=0.653 g=0.767 2/2 [==============================] - 0s 20ms/step >15, 218/693, d1=0.653, d2=0.702 g=0.787 2/2 [==============================] - 0s 20ms/step >15, 219/693, d1=0.707, d2=0.639 g=0.861 2/2 [==============================] - 0s 20ms/step >15, 220/693, d1=0.696, d2=0.664 g=0.842 2/2 [==============================] - 0s 19ms/step >15, 221/693, d1=0.695, d2=0.656 g=0.788 2/2 [==============================] - 0s 19ms/step >15, 222/693, d1=0.661, d2=0.619 g=0.807 2/2 [==============================] - 0s 21ms/step >15, 223/693, d1=0.669, d2=0.690 g=0.791 2/2 [==============================] - 0s 20ms/step >15, 224/693, d1=0.649, d2=0.677 g=0.798 2/2 [==============================] - 0s 21ms/step >15, 225/693, d1=0.687, d2=0.652 g=0.831 2/2 [==============================] - 0s 20ms/step >15, 226/693, d1=0.697, d2=0.662 g=0.784 2/2 [==============================] - 0s 19ms/step >15, 227/693, d1=0.666, d2=0.681 g=0.820 2/2 [==============================] - 0s 17ms/step >15, 228/693, d1=0.719, d2=0.657 g=0.795 2/2 [==============================] - 0s 20ms/step >15, 229/693, d1=0.666, d2=0.692 g=0.826 2/2 [==============================] - 0s 20ms/step >15, 230/693, d1=0.661, d2=0.738 g=0.770 2/2 [==============================] - 0s 20ms/step >15, 231/693, d1=0.650, d2=0.665 g=0.763 2/2 [==============================] - 0s 20ms/step >15, 232/693, d1=0.659, d2=0.706 g=0.817 2/2 [==============================] - 0s 19ms/step >15, 233/693, d1=0.628, d2=0.604 g=0.838 2/2 [==============================] - 0s 20ms/step >15, 234/693, d1=0.711, d2=0.657 g=0.813 2/2 [==============================] - 0s 19ms/step >15, 235/693, d1=0.678, d2=0.642 g=0.823 2/2 [==============================] - 0s 19ms/step >15, 236/693, d1=0.637, d2=0.647 g=0.837 2/2 [==============================] - 0s 20ms/step >15, 237/693, d1=0.635, d2=0.647 g=0.836 2/2 [==============================] - 0s 24ms/step >15, 238/693, d1=0.670, d2=0.658 g=0.783 2/2 [==============================] - 0s 18ms/step >15, 239/693, d1=0.634, d2=0.639 g=0.790 2/2 [==============================] - 0s 19ms/step >15, 240/693, d1=0.668, d2=0.719 g=0.823 2/2 [==============================] - 0s 20ms/step >15, 241/693, d1=0.612, d2=0.664 g=0.798 2/2 [==============================] - 0s 17ms/step >15, 242/693, d1=0.654, d2=0.671 g=0.771 2/2 [==============================] - 0s 20ms/step >15, 243/693, d1=0.590, d2=0.668 g=0.780 2/2 [==============================] - 0s 19ms/step >15, 244/693, d1=0.615, d2=0.663 g=0.832 2/2 [==============================] - 0s 21ms/step >15, 245/693, d1=0.652, d2=0.651 g=0.767 2/2 [==============================] - 0s 19ms/step >15, 246/693, d1=0.635, d2=0.645 g=0.812 2/2 [==============================] - 0s 18ms/step >15, 247/693, d1=0.624, d2=0.725 g=0.825 2/2 [==============================] - 0s 18ms/step >15, 248/693, d1=0.673, d2=0.621 g=0.828 2/2 [==============================] - 0s 18ms/step >15, 249/693, d1=0.696, d2=0.627 g=0.781 2/2 [==============================] - 0s 19ms/step >15, 250/693, d1=0.660, d2=0.693 g=0.847 2/2 [==============================] - 0s 19ms/step >15, 251/693, d1=0.665, d2=0.664 g=0.853 2/2 [==============================] - 0s 19ms/step >15, 252/693, d1=0.648, d2=0.644 g=0.861 2/2 [==============================] - 0s 20ms/step >15, 253/693, d1=0.627, d2=0.667 g=0.813 2/2 [==============================] - 0s 19ms/step >15, 254/693, d1=0.692, d2=0.688 g=0.844 2/2 [==============================] - 0s 17ms/step >15, 255/693, d1=0.709, d2=0.637 g=0.852 2/2 [==============================] - 0s 20ms/step >15, 256/693, d1=0.648, d2=0.621 g=0.812 2/2 [==============================] - 0s 18ms/step >15, 257/693, d1=0.672, d2=0.668 g=0.857 2/2 [==============================] - 0s 18ms/step >15, 258/693, d1=0.696, d2=0.704 g=0.796 2/2 [==============================] - 0s 21ms/step >15, 259/693, d1=0.682, d2=0.673 g=0.792 2/2 [==============================] - 0s 21ms/step >15, 260/693, d1=0.633, d2=0.709 g=0.784 2/2 [==============================] - 0s 19ms/step >15, 261/693, d1=0.599, d2=0.677 g=0.813 2/2 [==============================] - 0s 17ms/step >15, 262/693, d1=0.648, d2=0.690 g=0.771 2/2 [==============================] - 0s 19ms/step >15, 263/693, d1=0.634, d2=0.696 g=0.805 2/2 [==============================] - 0s 20ms/step >15, 264/693, d1=0.598, d2=0.654 g=0.833 2/2 [==============================] - 0s 18ms/step >15, 265/693, d1=0.657, d2=0.644 g=0.850 2/2 [==============================] - 0s 20ms/step >15, 266/693, d1=0.704, d2=0.655 g=0.801 2/2 [==============================] - 0s 17ms/step >15, 267/693, d1=0.642, d2=0.662 g=0.798 2/2 [==============================] - 0s 18ms/step >15, 268/693, d1=0.690, d2=0.673 g=0.833 2/2 [==============================] - 0s 17ms/step >15, 269/693, d1=0.673, d2=0.652 g=0.834 2/2 [==============================] - 0s 19ms/step >15, 270/693, d1=0.647, d2=0.662 g=0.834 2/2 [==============================] - 0s 18ms/step >15, 271/693, d1=0.694, d2=0.652 g=0.804 2/2 [==============================] - 0s 19ms/step >15, 272/693, d1=0.687, d2=0.697 g=0.861 2/2 [==============================] - 0s 19ms/step >15, 273/693, d1=0.668, d2=0.687 g=0.819 2/2 [==============================] - 0s 20ms/step >15, 274/693, d1=0.685, d2=0.645 g=0.850 2/2 [==============================] - 0s 17ms/step >15, 275/693, d1=0.728, d2=0.662 g=0.852 2/2 [==============================] - 0s 20ms/step >15, 276/693, d1=0.674, d2=0.628 g=0.864 2/2 [==============================] - 0s 18ms/step >15, 277/693, d1=0.697, d2=0.628 g=0.815 2/2 [==============================] - 0s 17ms/step >15, 278/693, d1=0.675, d2=0.635 g=0.807 2/2 [==============================] - 0s 18ms/step >15, 279/693, d1=0.697, d2=0.652 g=0.812 2/2 [==============================] - 0s 19ms/step >15, 280/693, d1=0.670, d2=0.688 g=0.795 2/2 [==============================] - 0s 20ms/step >15, 281/693, d1=0.672, d2=0.669 g=0.798 2/2 [==============================] - 0s 19ms/step >15, 282/693, d1=0.680, d2=0.655 g=0.826 2/2 [==============================] - 0s 18ms/step >15, 283/693, d1=0.683, d2=0.669 g=0.784 2/2 [==============================] - 0s 17ms/step >15, 284/693, d1=0.672, d2=0.701 g=0.772 2/2 [==============================] - 0s 18ms/step >15, 285/693, d1=0.684, d2=0.664 g=0.775 2/2 [==============================] - 0s 19ms/step >15, 286/693, d1=0.664, d2=0.687 g=0.803 2/2 [==============================] - 0s 18ms/step >15, 287/693, d1=0.663, d2=0.604 g=0.823 2/2 [==============================] - 0s 21ms/step >15, 288/693, d1=0.674, d2=0.635 g=0.793 2/2 [==============================] - 0s 18ms/step >15, 289/693, d1=0.662, d2=0.714 g=0.772 2/2 [==============================] - 0s 21ms/step >15, 290/693, d1=0.647, d2=0.673 g=0.790 2/2 [==============================] - 0s 21ms/step >15, 291/693, d1=0.672, d2=0.699 g=0.783 2/2 [==============================] - 0s 20ms/step >15, 292/693, d1=0.674, d2=0.674 g=0.824 2/2 [==============================] - 0s 19ms/step >15, 293/693, d1=0.700, d2=0.641 g=0.838 2/2 [==============================] - 0s 20ms/step >15, 294/693, d1=0.721, d2=0.642 g=0.759 2/2 [==============================] - 0s 20ms/step >15, 295/693, d1=0.673, d2=0.665 g=0.789 2/2 [==============================] - 0s 20ms/step >15, 296/693, d1=0.665, d2=0.666 g=0.794 2/2 [==============================] - 0s 19ms/step >15, 297/693, d1=0.653, d2=0.695 g=0.765 2/2 [==============================] - 0s 17ms/step >15, 298/693, d1=0.630, d2=0.674 g=0.787 2/2 [==============================] - 0s 18ms/step >15, 299/693, d1=0.614, d2=0.705 g=0.829 2/2 [==============================] - 0s 18ms/step >15, 300/693, d1=0.644, d2=0.693 g=0.828 2/2 [==============================] - 0s 18ms/step >15, 301/693, d1=0.668, d2=0.662 g=0.813 2/2 [==============================] - 0s 19ms/step >15, 302/693, d1=0.673, d2=0.653 g=0.807 2/2 [==============================] - 0s 17ms/step >15, 303/693, d1=0.629, d2=0.646 g=0.846 2/2 [==============================] - 0s 20ms/step >15, 304/693, d1=0.675, d2=0.629 g=0.838 2/2 [==============================] - 0s 20ms/step >15, 305/693, d1=0.646, d2=0.623 g=0.841 2/2 [==============================] - 0s 17ms/step >15, 306/693, d1=0.690, d2=0.641 g=0.833 2/2 [==============================] - 0s 17ms/step >15, 307/693, d1=0.675, d2=0.661 g=0.850 2/2 [==============================] - 0s 21ms/step >15, 308/693, d1=0.690, d2=0.666 g=0.821 2/2 [==============================] - 0s 17ms/step >15, 309/693, d1=0.669, d2=0.673 g=0.820 2/2 [==============================] - 0s 20ms/step >15, 310/693, d1=0.682, d2=0.649 g=0.792 2/2 [==============================] - 0s 21ms/step >15, 311/693, d1=0.659, d2=0.645 g=0.813 2/2 [==============================] - 0s 18ms/step >15, 312/693, d1=0.578, d2=0.668 g=0.806 2/2 [==============================] - 0s 18ms/step >15, 313/693, d1=0.650, d2=0.684 g=0.761 2/2 [==============================] - 0s 21ms/step >15, 314/693, d1=0.654, d2=0.662 g=0.794 2/2 [==============================] - 0s 17ms/step >15, 315/693, d1=0.642, d2=0.698 g=0.783 2/2 [==============================] - 0s 18ms/step >15, 316/693, d1=0.653, d2=0.660 g=0.815 2/2 [==============================] - 0s 17ms/step >15, 317/693, d1=0.659, d2=0.663 g=0.841 2/2 [==============================] - 0s 18ms/step >15, 318/693, d1=0.669, d2=0.633 g=0.808 2/2 [==============================] - 0s 17ms/step >15, 319/693, d1=0.646, d2=0.663 g=0.840 2/2 [==============================] - 0s 17ms/step >15, 320/693, d1=0.654, d2=0.672 g=0.854 2/2 [==============================] - 0s 17ms/step >15, 321/693, d1=0.668, d2=0.691 g=0.828 2/2 [==============================] - 0s 18ms/step >15, 322/693, d1=0.665, d2=0.613 g=0.788 2/2 [==============================] - 0s 19ms/step >15, 323/693, d1=0.658, d2=0.643 g=0.800 2/2 [==============================] - 0s 19ms/step >15, 324/693, d1=0.667, d2=0.615 g=0.807 2/2 [==============================] - 0s 16ms/step >15, 325/693, d1=0.638, d2=0.682 g=0.783 2/2 [==============================] - 0s 18ms/step >15, 326/693, d1=0.673, d2=0.616 g=0.761 2/2 [==============================] - 0s 16ms/step >15, 327/693, d1=0.660, d2=0.693 g=0.782 2/2 [==============================] - 0s 17ms/step >15, 328/693, d1=0.627, d2=0.683 g=0.786 2/2 [==============================] - 0s 18ms/step >15, 329/693, d1=0.635, d2=0.632 g=0.796 2/2 [==============================] - 0s 17ms/step >15, 330/693, d1=0.637, d2=0.642 g=0.811 2/2 [==============================] - 0s 17ms/step >15, 331/693, d1=0.630, d2=0.682 g=0.845 2/2 [==============================] - 0s 16ms/step >15, 332/693, d1=0.652, d2=0.680 g=0.794 2/2 [==============================] - 0s 17ms/step >15, 333/693, d1=0.628, d2=0.698 g=0.839 2/2 [==============================] - 0s 16ms/step >15, 334/693, d1=0.688, d2=0.632 g=0.768 2/2 [==============================] - 0s 17ms/step >15, 335/693, d1=0.681, d2=0.674 g=0.800 2/2 [==============================] - 0s 17ms/step >15, 336/693, d1=0.648, d2=0.677 g=0.849 2/2 [==============================] - 0s 18ms/step >15, 337/693, d1=0.674, d2=0.640 g=0.831 2/2 [==============================] - 0s 16ms/step >15, 338/693, d1=0.705, d2=0.607 g=0.847 2/2 [==============================] - 0s 18ms/step >15, 339/693, d1=0.663, d2=0.620 g=0.787 2/2 [==============================] - 0s 17ms/step >15, 340/693, d1=0.662, d2=0.656 g=0.780 2/2 [==============================] - 0s 17ms/step >15, 341/693, d1=0.637, d2=0.646 g=0.836 2/2 [==============================] - 0s 17ms/step >15, 342/693, d1=0.654, d2=0.675 g=0.808 2/2 [==============================] - 0s 17ms/step >15, 343/693, d1=0.682, d2=0.630 g=0.823 2/2 [==============================] - 0s 17ms/step >15, 344/693, d1=0.632, d2=0.656 g=0.832 2/2 [==============================] - 0s 17ms/step >15, 345/693, d1=0.702, d2=0.694 g=0.782 2/2 [==============================] - 0s 17ms/step >15, 346/693, d1=0.667, d2=0.664 g=0.806 2/2 [==============================] - 0s 17ms/step >15, 347/693, d1=0.699, d2=0.631 g=0.795 2/2 [==============================] - 0s 17ms/step >15, 348/693, d1=0.652, d2=0.676 g=0.793 2/2 [==============================] - 0s 16ms/step >15, 349/693, d1=0.622, d2=0.622 g=0.799 2/2 [==============================] - 0s 17ms/step >15, 350/693, d1=0.688, d2=0.669 g=0.786 2/2 [==============================] - 0s 18ms/step >15, 351/693, d1=0.692, d2=0.676 g=0.812 2/2 [==============================] - 0s 16ms/step >15, 352/693, d1=0.680, d2=0.648 g=0.804 2/2 [==============================] - 0s 16ms/step >15, 353/693, d1=0.656, d2=0.637 g=0.777 2/2 [==============================] - 0s 16ms/step >15, 354/693, d1=0.656, d2=0.659 g=0.820 2/2 [==============================] - 0s 15ms/step >15, 355/693, d1=0.663, d2=0.645 g=0.823 2/2 [==============================] - 0s 18ms/step >15, 356/693, d1=0.638, d2=0.626 g=0.820 2/2 [==============================] - 0s 19ms/step >15, 357/693, d1=0.675, d2=0.653 g=0.806 2/2 [==============================] - 0s 16ms/step >15, 358/693, d1=0.689, d2=0.666 g=0.797 2/2 [==============================] - 0s 17ms/step >15, 359/693, d1=0.656, d2=0.733 g=0.857 2/2 [==============================] - 0s 17ms/step >15, 360/693, d1=0.640, d2=0.642 g=0.837 2/2 [==============================] - 0s 18ms/step >15, 361/693, d1=0.695, d2=0.671 g=0.821 2/2 [==============================] - 0s 17ms/step >15, 362/693, d1=0.621, d2=0.660 g=0.819 2/2 [==============================] - 0s 18ms/step >15, 363/693, d1=0.661, d2=0.679 g=0.836 2/2 [==============================] - 0s 17ms/step >15, 364/693, d1=0.643, d2=0.646 g=0.798 2/2 [==============================] - 0s 20ms/step >15, 365/693, d1=0.666, d2=0.658 g=0.812 2/2 [==============================] - 0s 18ms/step >15, 366/693, d1=0.680, d2=0.626 g=0.805 2/2 [==============================] - 0s 18ms/step >15, 367/693, d1=0.654, d2=0.684 g=0.808 2/2 [==============================] - 0s 16ms/step >15, 368/693, d1=0.659, d2=0.677 g=0.881 2/2 [==============================] - 0s 17ms/step >15, 369/693, d1=0.668, d2=0.680 g=0.855 2/2 [==============================] - 0s 17ms/step >15, 370/693, d1=0.713, d2=0.637 g=0.842 2/2 [==============================] - 0s 17ms/step >15, 371/693, d1=0.717, d2=0.652 g=0.834 2/2 [==============================] - 0s 17ms/step >15, 372/693, d1=0.701, d2=0.624 g=0.860 2/2 [==============================] - 0s 16ms/step >15, 373/693, d1=0.706, d2=0.657 g=0.840 2/2 [==============================] - 0s 17ms/step >15, 374/693, d1=0.734, d2=0.675 g=0.818 2/2 [==============================] - 0s 17ms/step >15, 375/693, d1=0.699, d2=0.697 g=0.773 2/2 [==============================] - 0s 17ms/step >15, 376/693, d1=0.640, d2=0.697 g=0.813 2/2 [==============================] - 0s 18ms/step >15, 377/693, d1=0.710, d2=0.670 g=0.830 2/2 [==============================] - 0s 17ms/step >15, 378/693, d1=0.638, d2=0.662 g=0.799 2/2 [==============================] - 0s 18ms/step >15, 379/693, d1=0.707, d2=0.716 g=0.799 2/2 [==============================] - 0s 16ms/step >15, 380/693, d1=0.653, d2=0.664 g=0.791 2/2 [==============================] - 0s 17ms/step >15, 381/693, d1=0.642, d2=0.659 g=0.816 2/2 [==============================] - 0s 17ms/step >15, 382/693, d1=0.636, d2=0.687 g=0.831 2/2 [==============================] - 0s 16ms/step >15, 383/693, d1=0.672, d2=0.671 g=0.823 2/2 [==============================] - 0s 18ms/step >15, 384/693, d1=0.610, d2=0.607 g=0.837 2/2 [==============================] - 0s 17ms/step >15, 385/693, d1=0.748, d2=0.676 g=0.831 2/2 [==============================] - 0s 17ms/step >15, 386/693, d1=0.702, d2=0.653 g=0.856 2/2 [==============================] - 0s 16ms/step >15, 387/693, d1=0.660, d2=0.680 g=0.825 2/2 [==============================] - 0s 17ms/step >15, 388/693, d1=0.685, d2=0.657 g=0.868 2/2 [==============================] - 0s 17ms/step >15, 389/693, d1=0.702, d2=0.610 g=0.860 2/2 [==============================] - 0s 17ms/step >15, 390/693, d1=0.674, d2=0.665 g=0.803 2/2 [==============================] - 0s 17ms/step >15, 391/693, d1=0.653, d2=0.654 g=0.826 2/2 [==============================] - 0s 17ms/step >15, 392/693, d1=0.688, d2=0.648 g=0.796 2/2 [==============================] - 0s 18ms/step >15, 393/693, d1=0.629, d2=0.741 g=0.833 2/2 [==============================] - 0s 17ms/step >15, 394/693, d1=0.656, d2=0.671 g=0.827 2/2 [==============================] - 0s 16ms/step >15, 395/693, d1=0.719, d2=0.638 g=0.827 2/2 [==============================] - 0s 17ms/step >15, 396/693, d1=0.643, d2=0.661 g=0.805 2/2 [==============================] - 0s 16ms/step >15, 397/693, d1=0.642, d2=0.640 g=0.797 2/2 [==============================] - 0s 17ms/step >15, 398/693, d1=0.647, d2=0.663 g=0.845 2/2 [==============================] - 0s 21ms/step >15, 399/693, d1=0.654, d2=0.678 g=0.825 2/2 [==============================] - 0s 17ms/step >15, 400/693, d1=0.708, d2=0.652 g=0.836 2/2 [==============================] - 0s 17ms/step >15, 401/693, d1=0.712, d2=0.659 g=0.821 2/2 [==============================] - 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0s 18ms/step >15, 413/693, d1=0.680, d2=0.644 g=0.756 2/2 [==============================] - 0s 17ms/step >15, 414/693, d1=0.686, d2=0.676 g=0.799 2/2 [==============================] - 0s 17ms/step >15, 415/693, d1=0.628, d2=0.669 g=0.764 2/2 [==============================] - 0s 18ms/step >15, 416/693, d1=0.632, d2=0.669 g=0.809 2/2 [==============================] - 0s 17ms/step >15, 417/693, d1=0.638, d2=0.698 g=0.797 2/2 [==============================] - 0s 16ms/step >15, 418/693, d1=0.687, d2=0.714 g=0.834 2/2 [==============================] - 0s 20ms/step >15, 419/693, d1=0.642, d2=0.685 g=0.810 2/2 [==============================] - 0s 17ms/step >15, 420/693, d1=0.669, d2=0.670 g=0.823 2/2 [==============================] - 0s 17ms/step >15, 421/693, d1=0.642, d2=0.660 g=0.831 2/2 [==============================] - 0s 22ms/step >15, 422/693, d1=0.697, d2=0.632 g=0.830 2/2 [==============================] - 0s 18ms/step >15, 423/693, d1=0.655, d2=0.674 g=0.777 2/2 [==============================] - 0s 19ms/step >15, 424/693, d1=0.659, d2=0.688 g=0.845 2/2 [==============================] - 0s 19ms/step >15, 425/693, d1=0.668, d2=0.676 g=0.792 2/2 [==============================] - 0s 20ms/step >15, 426/693, d1=0.658, d2=0.701 g=0.825 2/2 [==============================] - 0s 19ms/step >15, 427/693, d1=0.691, d2=0.646 g=0.828 2/2 [==============================] - 0s 17ms/step >15, 428/693, d1=0.659, d2=0.668 g=0.806 2/2 [==============================] - 0s 19ms/step >15, 429/693, d1=0.671, d2=0.636 g=0.801 2/2 [==============================] - 0s 19ms/step >15, 430/693, d1=0.683, d2=0.675 g=0.806 2/2 [==============================] - 0s 18ms/step >15, 431/693, d1=0.675, d2=0.655 g=0.804 2/2 [==============================] - 0s 19ms/step >15, 432/693, d1=0.669, d2=0.673 g=0.786 2/2 [==============================] - 0s 18ms/step >15, 433/693, d1=0.694, d2=0.661 g=0.799 2/2 [==============================] - 0s 18ms/step >15, 434/693, d1=0.681, d2=0.653 g=0.859 2/2 [==============================] - 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0s 19ms/step >15, 446/693, d1=0.667, d2=0.680 g=0.824 2/2 [==============================] - 0s 18ms/step >15, 447/693, d1=0.661, d2=0.703 g=0.809 2/2 [==============================] - 0s 19ms/step >15, 448/693, d1=0.688, d2=0.638 g=0.793 2/2 [==============================] - 0s 16ms/step >15, 449/693, d1=0.687, d2=0.646 g=0.771 2/2 [==============================] - 0s 18ms/step >15, 450/693, d1=0.706, d2=0.708 g=0.841 2/2 [==============================] - 0s 18ms/step >15, 451/693, d1=0.715, d2=0.657 g=0.803 2/2 [==============================] - 0s 18ms/step >15, 452/693, d1=0.641, d2=0.671 g=0.789 2/2 [==============================] - 0s 19ms/step >15, 453/693, d1=0.661, d2=0.694 g=0.791 2/2 [==============================] - 0s 19ms/step >15, 454/693, d1=0.622, d2=0.653 g=0.781 2/2 [==============================] - 0s 19ms/step >15, 455/693, d1=0.654, d2=0.758 g=0.776 2/2 [==============================] - 0s 18ms/step >15, 456/693, d1=0.657, d2=0.708 g=0.829 2/2 [==============================] - 0s 19ms/step >15, 457/693, d1=0.641, d2=0.677 g=0.809 2/2 [==============================] - 0s 19ms/step >15, 458/693, d1=0.695, d2=0.655 g=0.820 2/2 [==============================] - 0s 19ms/step >15, 459/693, d1=0.679, d2=0.649 g=0.813 2/2 [==============================] - 0s 19ms/step >15, 460/693, d1=0.708, d2=0.648 g=0.776 2/2 [==============================] - 0s 16ms/step >15, 461/693, d1=0.667, d2=0.638 g=0.819 2/2 [==============================] - 0s 18ms/step >15, 462/693, d1=0.654, d2=0.624 g=0.801 2/2 [==============================] - 0s 20ms/step >15, 463/693, d1=0.631, d2=0.681 g=0.776 2/2 [==============================] - 0s 19ms/step >15, 464/693, d1=0.692, d2=0.698 g=0.870 2/2 [==============================] - 0s 20ms/step >15, 465/693, d1=0.655, d2=0.650 g=0.871 2/2 [==============================] - 0s 19ms/step >15, 466/693, d1=0.685, d2=0.642 g=0.784 2/2 [==============================] - 0s 19ms/step >15, 467/693, d1=0.650, d2=0.669 g=0.809 2/2 [==============================] - 0s 18ms/step >15, 468/693, d1=0.656, d2=0.637 g=0.826 2/2 [==============================] - 0s 17ms/step >15, 469/693, d1=0.660, d2=0.605 g=0.868 2/2 [==============================] - 0s 18ms/step >15, 470/693, d1=0.645, d2=0.665 g=0.823 2/2 [==============================] - 0s 18ms/step >15, 471/693, d1=0.632, d2=0.688 g=0.838 2/2 [==============================] - 0s 20ms/step >15, 472/693, d1=0.673, d2=0.682 g=0.836 2/2 [==============================] - 0s 20ms/step >15, 473/693, d1=0.695, d2=0.644 g=0.828 2/2 [==============================] - 0s 18ms/step >15, 474/693, d1=0.638, d2=0.633 g=0.804 2/2 [==============================] - 0s 17ms/step >15, 475/693, d1=0.712, d2=0.637 g=0.831 2/2 [==============================] - 0s 19ms/step >15, 476/693, d1=0.692, d2=0.675 g=0.838 2/2 [==============================] - 0s 20ms/step >15, 477/693, d1=0.681, d2=0.616 g=0.782 2/2 [==============================] - 0s 17ms/step >15, 478/693, d1=0.642, d2=0.667 g=0.803 2/2 [==============================] - 0s 18ms/step >15, 479/693, d1=0.656, d2=0.694 g=0.768 2/2 [==============================] - 0s 18ms/step >15, 480/693, d1=0.680, d2=0.659 g=0.797 2/2 [==============================] - 0s 18ms/step >15, 481/693, d1=0.685, d2=0.629 g=0.790 2/2 [==============================] - 0s 18ms/step >15, 482/693, d1=0.610, d2=0.721 g=0.789 2/2 [==============================] - 0s 19ms/step >15, 483/693, d1=0.629, d2=0.696 g=0.821 2/2 [==============================] - 0s 20ms/step >15, 484/693, d1=0.659, d2=0.664 g=0.840 2/2 [==============================] - 0s 18ms/step >15, 485/693, d1=0.673, d2=0.636 g=0.875 2/2 [==============================] - 0s 20ms/step >15, 486/693, d1=0.683, d2=0.647 g=0.843 2/2 [==============================] - 0s 19ms/step >15, 487/693, d1=0.666, d2=0.640 g=0.798 2/2 [==============================] - 0s 18ms/step >15, 488/693, d1=0.649, d2=0.621 g=0.805 2/2 [==============================] - 0s 20ms/step >15, 489/693, d1=0.658, d2=0.694 g=0.840 2/2 [==============================] - 0s 20ms/step >15, 490/693, d1=0.642, d2=0.654 g=0.791 2/2 [==============================] - 0s 18ms/step >15, 491/693, d1=0.667, d2=0.656 g=0.806 2/2 [==============================] - 0s 20ms/step >15, 492/693, d1=0.663, d2=0.704 g=0.818 2/2 [==============================] - 0s 19ms/step >15, 493/693, d1=0.648, d2=0.624 g=0.760 2/2 [==============================] - 0s 18ms/step >15, 494/693, d1=0.663, d2=0.689 g=0.785 2/2 [==============================] - 0s 17ms/step >15, 495/693, d1=0.681, d2=0.683 g=0.799 2/2 [==============================] - 0s 20ms/step >15, 496/693, d1=0.663, d2=0.649 g=0.857 2/2 [==============================] - 0s 20ms/step >15, 497/693, d1=0.676, d2=0.618 g=0.855 2/2 [==============================] - 0s 18ms/step >15, 498/693, d1=0.691, d2=0.642 g=0.890 2/2 [==============================] - 0s 14ms/step >15, 499/693, d1=0.681, d2=0.632 g=0.858 2/2 [==============================] - 0s 19ms/step >15, 500/693, d1=0.705, d2=0.663 g=0.860 2/2 [==============================] - 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0s 17ms/step >15, 677/693, d1=0.667, d2=0.693 g=0.798 2/2 [==============================] - 0s 17ms/step >15, 678/693, d1=0.617, d2=0.645 g=0.828 2/2 [==============================] - 0s 17ms/step >15, 679/693, d1=0.639, d2=0.667 g=0.804 2/2 [==============================] - 0s 17ms/step >15, 680/693, d1=0.701, d2=0.682 g=0.826 2/2 [==============================] - 0s 17ms/step >15, 681/693, d1=0.646, d2=0.661 g=0.808 2/2 [==============================] - 0s 17ms/step >15, 682/693, d1=0.706, d2=0.650 g=0.848 2/2 [==============================] - 0s 16ms/step >15, 683/693, d1=0.695, d2=0.645 g=0.815 2/2 [==============================] - 0s 18ms/step >15, 684/693, d1=0.667, d2=0.662 g=0.828 2/2 [==============================] - 0s 16ms/step >15, 685/693, d1=0.684, d2=0.636 g=0.844 2/2 [==============================] - 0s 18ms/step >15, 686/693, d1=0.672, d2=0.706 g=0.822 2/2 [==============================] - 0s 18ms/step >15, 687/693, d1=0.681, d2=0.650 g=0.829 2/2 [==============================] - 0s 18ms/step >15, 688/693, d1=0.683, d2=0.680 g=0.772 2/2 [==============================] - 0s 18ms/step >15, 689/693, d1=0.647, d2=0.689 g=0.824 2/2 [==============================] - 0s 16ms/step >15, 690/693, d1=0.700, d2=0.643 g=0.800 2/2 [==============================] - 0s 18ms/step >15, 691/693, d1=0.639, d2=0.693 g=0.768 2/2 [==============================] - 0s 17ms/step >15, 692/693, d1=0.606, d2=0.685 g=0.805 2/2 [==============================] - 0s 17ms/step >15, 693/693, d1=0.651, d2=0.671 g=0.805 2/2 [==============================] - 0s 17ms/step >16, 1/693, d1=0.661, d2=0.639 g=0.802 2/2 [==============================] - 0s 17ms/step >16, 2/693, d1=0.615, d2=0.657 g=0.797 2/2 [==============================] - 0s 17ms/step >16, 3/693, d1=0.680, d2=0.636 g=0.813 2/2 [==============================] - 0s 17ms/step >16, 4/693, d1=0.630, d2=0.636 g=0.818 2/2 [==============================] - 0s 17ms/step >16, 5/693, d1=0.616, d2=0.688 g=0.783 2/2 [==============================] - 0s 17ms/step >16, 6/693, d1=0.682, d2=0.654 g=0.786 2/2 [==============================] - 0s 18ms/step >16, 7/693, d1=0.626, d2=0.690 g=0.775 2/2 [==============================] - 0s 18ms/step >16, 8/693, d1=0.662, d2=0.632 g=0.782 2/2 [==============================] - 0s 16ms/step >16, 9/693, d1=0.627, d2=0.653 g=0.811 2/2 [==============================] - 0s 16ms/step >16, 10/693, d1=0.646, d2=0.691 g=0.775 2/2 [==============================] - 0s 17ms/step >16, 11/693, d1=0.731, d2=0.671 g=0.769 2/2 [==============================] - 0s 17ms/step >16, 12/693, d1=0.592, d2=0.706 g=0.795 2/2 [==============================] - 0s 17ms/step >16, 13/693, d1=0.653, d2=0.684 g=0.811 2/2 [==============================] - 0s 17ms/step >16, 14/693, d1=0.654, d2=0.674 g=0.833 2/2 [==============================] - 0s 17ms/step >16, 15/693, d1=0.672, d2=0.657 g=0.866 2/2 [==============================] - 0s 17ms/step >16, 16/693, d1=0.643, d2=0.621 g=0.831 2/2 [==============================] - 0s 16ms/step >16, 17/693, d1=0.666, d2=0.680 g=0.788 2/2 [==============================] - 0s 16ms/step >16, 18/693, d1=0.651, d2=0.715 g=0.806 2/2 [==============================] - 0s 17ms/step >16, 19/693, d1=0.626, d2=0.678 g=0.807 2/2 [==============================] - 0s 17ms/step >16, 20/693, d1=0.668, d2=0.670 g=0.832 2/2 [==============================] - 0s 16ms/step >16, 21/693, d1=0.663, d2=0.611 g=0.809 2/2 [==============================] - 0s 22ms/step >16, 22/693, d1=0.687, d2=0.649 g=0.822 2/2 [==============================] - 0s 16ms/step >16, 23/693, d1=0.647, d2=0.600 g=0.888 2/2 [==============================] - 0s 17ms/step >16, 24/693, d1=0.689, d2=0.668 g=0.855 2/2 [==============================] - 0s 17ms/step >16, 25/693, d1=0.655, d2=0.629 g=0.805 2/2 [==============================] - 0s 16ms/step >16, 26/693, d1=0.653, d2=0.660 g=0.794 2/2 [==============================] - 0s 18ms/step >16, 27/693, d1=0.654, d2=0.658 g=0.774 2/2 [==============================] - 0s 17ms/step >16, 28/693, d1=0.623, d2=0.638 g=0.778 2/2 [==============================] - 0s 17ms/step >16, 29/693, d1=0.640, d2=0.677 g=0.780 2/2 [==============================] - 0s 17ms/step >16, 30/693, d1=0.602, d2=0.709 g=0.808 2/2 [==============================] - 0s 17ms/step >16, 31/693, d1=0.685, d2=0.638 g=0.821 2/2 [==============================] - 0s 17ms/step >16, 32/693, d1=0.667, d2=0.683 g=0.811 2/2 [==============================] - 0s 17ms/step >16, 33/693, d1=0.663, d2=0.640 g=0.805 2/2 [==============================] - 0s 17ms/step >16, 34/693, d1=0.703, d2=0.658 g=0.831 2/2 [==============================] - 0s 17ms/step >16, 35/693, d1=0.684, d2=0.661 g=0.831 2/2 [==============================] - 0s 17ms/step >16, 36/693, d1=0.635, d2=0.646 g=0.875 2/2 [==============================] - 0s 16ms/step >16, 37/693, d1=0.652, d2=0.610 g=0.817 2/2 [==============================] - 0s 17ms/step >16, 38/693, d1=0.683, d2=0.648 g=0.820 2/2 [==============================] - 0s 17ms/step >16, 39/693, d1=0.670, d2=0.686 g=0.792 2/2 [==============================] - 0s 16ms/step >16, 40/693, d1=0.671, d2=0.695 g=0.830 2/2 [==============================] - 0s 17ms/step >16, 41/693, d1=0.625, d2=0.667 g=0.844 2/2 [==============================] - 0s 17ms/step >16, 42/693, d1=0.705, d2=0.623 g=0.834 2/2 [==============================] - 0s 17ms/step >16, 43/693, d1=0.669, d2=0.681 g=0.838 2/2 [==============================] - 0s 16ms/step >16, 44/693, d1=0.653, d2=0.678 g=0.818 2/2 [==============================] - 0s 16ms/step >16, 45/693, d1=0.678, d2=0.681 g=0.836 2/2 [==============================] - 0s 17ms/step >16, 46/693, d1=0.699, d2=0.644 g=0.765 2/2 [==============================] - 0s 18ms/step >16, 47/693, d1=0.629, d2=0.670 g=0.789 2/2 [==============================] - 0s 18ms/step >16, 48/693, d1=0.626, d2=0.683 g=0.801 2/2 [==============================] - 0s 17ms/step >16, 49/693, d1=0.627, d2=0.651 g=0.807 2/2 [==============================] - 0s 17ms/step >16, 50/693, d1=0.621, d2=0.616 g=0.845 2/2 [==============================] - 0s 16ms/step >16, 51/693, d1=0.678, d2=0.684 g=0.823 2/2 [==============================] - 0s 17ms/step >16, 52/693, d1=0.672, d2=0.626 g=0.806 2/2 [==============================] - 0s 17ms/step >16, 53/693, d1=0.637, d2=0.701 g=0.800 2/2 [==============================] - 0s 18ms/step >16, 54/693, d1=0.688, d2=0.705 g=0.796 2/2 [==============================] - 0s 17ms/step >16, 55/693, d1=0.635, d2=0.672 g=0.851 2/2 [==============================] - 0s 17ms/step >16, 56/693, d1=0.678, d2=0.653 g=0.875 2/2 [==============================] - 0s 17ms/step >16, 57/693, d1=0.678, d2=0.661 g=0.849 2/2 [==============================] - 0s 18ms/step >16, 58/693, d1=0.686, d2=0.633 g=0.841 2/2 [==============================] - 0s 18ms/step >16, 59/693, d1=0.682, d2=0.608 g=0.805 2/2 [==============================] - 0s 18ms/step >16, 60/693, d1=0.682, d2=0.651 g=0.814 2/2 [==============================] - 0s 18ms/step >16, 61/693, d1=0.666, d2=0.621 g=0.833 2/2 [==============================] - 0s 19ms/step >16, 62/693, d1=0.680, d2=0.686 g=0.819 2/2 [==============================] - 0s 17ms/step >16, 63/693, d1=0.684, d2=0.621 g=0.811 2/2 [==============================] - 0s 17ms/step >16, 64/693, d1=0.649, d2=0.652 g=0.838 2/2 [==============================] - 0s 17ms/step >16, 65/693, d1=0.673, d2=0.650 g=0.769 2/2 [==============================] - 0s 19ms/step >16, 66/693, d1=0.625, d2=0.688 g=0.808 2/2 [==============================] - 0s 18ms/step >16, 67/693, d1=0.640, d2=0.722 g=0.790 2/2 [==============================] - 0s 16ms/step >16, 68/693, d1=0.665, d2=0.721 g=0.802 2/2 [==============================] - 0s 17ms/step >16, 69/693, d1=0.706, d2=0.663 g=0.799 2/2 [==============================] - 0s 18ms/step >16, 70/693, d1=0.684, d2=0.639 g=0.844 2/2 [==============================] - 0s 17ms/step >16, 71/693, d1=0.680, d2=0.685 g=0.790 2/2 [==============================] - 0s 17ms/step >16, 72/693, d1=0.669, d2=0.631 g=0.838 2/2 [==============================] - 0s 17ms/step >16, 73/693, d1=0.686, d2=0.639 g=0.824 2/2 [==============================] - 0s 17ms/step >16, 74/693, d1=0.700, d2=0.626 g=0.834 2/2 [==============================] - 0s 18ms/step >16, 75/693, d1=0.689, d2=0.685 g=0.840 2/2 [==============================] - 0s 17ms/step >16, 76/693, d1=0.720, d2=0.650 g=0.804 2/2 [==============================] - 0s 17ms/step >16, 77/693, d1=0.630, d2=0.664 g=0.804 2/2 [==============================] - 0s 18ms/step >16, 78/693, d1=0.641, d2=0.684 g=0.825 2/2 [==============================] - 0s 17ms/step >16, 79/693, d1=0.672, d2=0.657 g=0.811 2/2 [==============================] - 0s 17ms/step >16, 80/693, d1=0.679, d2=0.664 g=0.818 2/2 [==============================] - 0s 17ms/step >16, 81/693, d1=0.675, d2=0.663 g=0.797 2/2 [==============================] - 0s 17ms/step >16, 82/693, d1=0.659, d2=0.630 g=0.801 2/2 [==============================] - 0s 17ms/step >16, 83/693, d1=0.669, d2=0.693 g=0.818 2/2 [==============================] - 0s 18ms/step >16, 84/693, d1=0.679, d2=0.632 g=0.829 2/2 [==============================] - 0s 19ms/step >16, 85/693, d1=0.648, d2=0.655 g=0.830 2/2 [==============================] - 0s 18ms/step >16, 86/693, d1=0.666, d2=0.636 g=0.818 2/2 [==============================] - 0s 18ms/step >16, 87/693, d1=0.656, d2=0.692 g=0.809 2/2 [==============================] - 0s 18ms/step >16, 88/693, d1=0.685, d2=0.695 g=0.832 2/2 [==============================] - 0s 18ms/step >16, 89/693, d1=0.674, d2=0.625 g=0.843 2/2 [==============================] - 0s 18ms/step >16, 90/693, d1=0.685, d2=0.681 g=0.786 2/2 [==============================] - 0s 17ms/step >16, 91/693, d1=0.666, d2=0.623 g=0.815 2/2 [==============================] - 0s 18ms/step >16, 92/693, d1=0.642, d2=0.652 g=0.821 2/2 [==============================] - 0s 17ms/step >16, 93/693, d1=0.643, d2=0.615 g=0.807 2/2 [==============================] - 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0s 17ms/step >16, 105/693, d1=0.620, d2=0.735 g=0.768 2/2 [==============================] - 0s 17ms/step >16, 106/693, d1=0.647, d2=0.672 g=0.800 2/2 [==============================] - 0s 16ms/step >16, 107/693, d1=0.626, d2=0.694 g=0.789 2/2 [==============================] - 0s 17ms/step >16, 108/693, d1=0.638, d2=0.659 g=0.807 2/2 [==============================] - 0s 17ms/step >16, 109/693, d1=0.657, d2=0.731 g=0.809 2/2 [==============================] - 0s 17ms/step >16, 110/693, d1=0.706, d2=0.652 g=0.832 2/2 [==============================] - 0s 17ms/step >16, 111/693, d1=0.701, d2=0.654 g=0.826 2/2 [==============================] - 0s 18ms/step >16, 112/693, d1=0.653, d2=0.658 g=0.822 2/2 [==============================] - 0s 17ms/step >16, 113/693, d1=0.631, d2=0.669 g=0.858 2/2 [==============================] - 0s 17ms/step >16, 114/693, d1=0.677, d2=0.643 g=0.883 2/2 [==============================] - 0s 18ms/step >16, 115/693, d1=0.644, d2=0.674 g=0.815 2/2 [==============================] - 0s 17ms/step >16, 116/693, d1=0.657, d2=0.664 g=0.826 2/2 [==============================] - 0s 18ms/step >16, 117/693, d1=0.717, d2=0.660 g=0.872 2/2 [==============================] - 0s 18ms/step >16, 118/693, d1=0.627, d2=0.706 g=0.874 2/2 [==============================] - 0s 16ms/step >16, 119/693, d1=0.697, d2=0.684 g=0.788 2/2 [==============================] - 0s 17ms/step >16, 120/693, d1=0.703, d2=0.664 g=0.837 2/2 [==============================] - 0s 18ms/step >16, 121/693, d1=0.653, d2=0.670 g=0.794 2/2 [==============================] - 0s 18ms/step >16, 122/693, d1=0.656, d2=0.617 g=0.783 2/2 [==============================] - 0s 17ms/step >16, 123/693, d1=0.644, d2=0.670 g=0.819 2/2 [==============================] - 0s 17ms/step >16, 124/693, d1=0.617, d2=0.680 g=0.813 2/2 [==============================] - 0s 16ms/step >16, 125/693, d1=0.679, d2=0.699 g=0.809 2/2 [==============================] - 0s 16ms/step >16, 126/693, d1=0.621, d2=0.661 g=0.808 2/2 [==============================] - 0s 17ms/step >16, 127/693, d1=0.607, d2=0.673 g=0.821 2/2 [==============================] - 0s 17ms/step >16, 128/693, d1=0.659, d2=0.659 g=0.860 2/2 [==============================] - 0s 16ms/step >16, 129/693, d1=0.672, d2=0.635 g=0.828 2/2 [==============================] - 0s 16ms/step >16, 130/693, d1=0.688, d2=0.688 g=0.790 2/2 [==============================] - 0s 18ms/step >16, 131/693, d1=0.683, d2=0.715 g=0.822 2/2 [==============================] - 0s 17ms/step >16, 132/693, d1=0.675, d2=0.670 g=0.792 2/2 [==============================] - 0s 17ms/step >16, 133/693, d1=0.665, d2=0.651 g=0.838 2/2 [==============================] - 0s 18ms/step >16, 134/693, d1=0.676, d2=0.657 g=0.861 2/2 [==============================] - 0s 17ms/step >16, 135/693, d1=0.676, d2=0.689 g=0.813 2/2 [==============================] - 0s 17ms/step >16, 136/693, d1=0.664, d2=0.718 g=0.868 2/2 [==============================] - 0s 17ms/step >16, 137/693, d1=0.677, d2=0.659 g=0.840 2/2 [==============================] - 0s 17ms/step >16, 138/693, d1=0.698, d2=0.694 g=0.815 2/2 [==============================] - 0s 18ms/step >16, 139/693, d1=0.701, d2=0.652 g=0.784 2/2 [==============================] - 0s 17ms/step >16, 140/693, d1=0.676, d2=0.638 g=0.812 2/2 [==============================] - 0s 16ms/step >16, 141/693, d1=0.684, d2=0.681 g=0.816 2/2 [==============================] - 0s 17ms/step >16, 142/693, d1=0.651, d2=0.663 g=0.783 2/2 [==============================] - 0s 17ms/step >16, 143/693, d1=0.674, d2=0.655 g=0.768 2/2 [==============================] - 0s 16ms/step >16, 144/693, d1=0.654, d2=0.679 g=0.806 2/2 [==============================] - 0s 17ms/step >16, 145/693, d1=0.634, d2=0.693 g=0.804 2/2 [==============================] - 0s 17ms/step >16, 146/693, d1=0.678, d2=0.641 g=0.843 2/2 [==============================] - 0s 16ms/step >16, 147/693, d1=0.644, d2=0.687 g=0.806 2/2 [==============================] - 0s 17ms/step >16, 148/693, d1=0.626, d2=0.620 g=0.766 2/2 [==============================] - 0s 17ms/step >16, 149/693, d1=0.642, d2=0.694 g=0.797 2/2 [==============================] - 0s 17ms/step >16, 150/693, d1=0.616, d2=0.649 g=0.820 2/2 [==============================] - 0s 16ms/step >16, 151/693, d1=0.633, d2=0.678 g=0.801 2/2 [==============================] - 0s 17ms/step >16, 152/693, d1=0.628, d2=0.635 g=0.844 2/2 [==============================] - 0s 16ms/step >16, 153/693, d1=0.653, d2=0.699 g=0.843 2/2 [==============================] - 0s 17ms/step >16, 154/693, d1=0.686, d2=0.647 g=0.843 2/2 [==============================] - 0s 17ms/step >16, 155/693, d1=0.678, d2=0.714 g=0.830 2/2 [==============================] - 0s 16ms/step >16, 156/693, d1=0.686, d2=0.660 g=0.851 2/2 [==============================] - 0s 16ms/step >16, 157/693, d1=0.706, d2=0.607 g=0.825 2/2 [==============================] - 0s 17ms/step >16, 158/693, d1=0.717, d2=0.603 g=0.828 2/2 [==============================] - 0s 18ms/step >16, 159/693, d1=0.649, d2=0.697 g=0.788 2/2 [==============================] - 0s 17ms/step >16, 160/693, d1=0.663, d2=0.663 g=0.792 2/2 [==============================] - 0s 16ms/step >16, 161/693, d1=0.651, d2=0.653 g=0.813 2/2 [==============================] - 0s 17ms/step >16, 162/693, d1=0.654, d2=0.678 g=0.845 2/2 [==============================] - 0s 18ms/step >16, 163/693, d1=0.654, d2=0.689 g=0.850 2/2 [==============================] - 0s 17ms/step >16, 164/693, d1=0.692, d2=0.646 g=0.829 2/2 [==============================] - 0s 17ms/step >16, 165/693, d1=0.675, d2=0.657 g=0.819 2/2 [==============================] - 0s 16ms/step >16, 166/693, d1=0.644, d2=0.627 g=0.777 2/2 [==============================] - 0s 17ms/step >16, 167/693, d1=0.676, d2=0.674 g=0.822 2/2 [==============================] - 0s 17ms/step >16, 168/693, d1=0.619, d2=0.662 g=0.803 2/2 [==============================] - 0s 17ms/step >16, 169/693, d1=0.654, d2=0.685 g=0.812 2/2 [==============================] - 0s 17ms/step >16, 170/693, d1=0.698, d2=0.620 g=0.834 2/2 [==============================] - 0s 17ms/step >16, 171/693, d1=0.649, d2=0.651 g=0.802 2/2 [==============================] - 0s 17ms/step >16, 172/693, d1=0.651, d2=0.670 g=0.827 2/2 [==============================] - 0s 17ms/step >16, 173/693, d1=0.631, d2=0.636 g=0.815 2/2 [==============================] - 0s 17ms/step >16, 174/693, d1=0.672, d2=0.682 g=0.812 2/2 [==============================] - 0s 17ms/step >16, 175/693, d1=0.650, d2=0.656 g=0.813 2/2 [==============================] - 0s 18ms/step >16, 176/693, d1=0.647, d2=0.658 g=0.801 2/2 [==============================] - 0s 18ms/step >16, 177/693, d1=0.678, d2=0.674 g=0.799 2/2 [==============================] - 0s 16ms/step >16, 178/693, d1=0.637, d2=0.672 g=0.808 2/2 [==============================] - 0s 17ms/step >16, 179/693, d1=0.653, d2=0.638 g=0.796 2/2 [==============================] - 0s 16ms/step >16, 180/693, d1=0.670, d2=0.629 g=0.829 2/2 [==============================] - 0s 17ms/step >16, 181/693, d1=0.678, d2=0.636 g=0.827 2/2 [==============================] - 0s 16ms/step >16, 182/693, d1=0.687, d2=0.659 g=0.822 2/2 [==============================] - 0s 16ms/step >16, 183/693, d1=0.669, d2=0.670 g=0.809 2/2 [==============================] - 0s 17ms/step >16, 184/693, d1=0.694, d2=0.653 g=0.812 2/2 [==============================] - 0s 17ms/step >16, 185/693, d1=0.675, d2=0.684 g=0.806 2/2 [==============================] - 0s 17ms/step >16, 186/693, d1=0.671, d2=0.683 g=0.786 2/2 [==============================] - 0s 18ms/step >16, 187/693, d1=0.632, d2=0.707 g=0.830 2/2 [==============================] - 0s 17ms/step >16, 188/693, d1=0.672, d2=0.695 g=0.858 2/2 [==============================] - 0s 17ms/step >16, 189/693, d1=0.637, d2=0.673 g=0.816 2/2 [==============================] - 0s 18ms/step >16, 190/693, d1=0.662, d2=0.655 g=0.792 2/2 [==============================] - 0s 17ms/step >16, 191/693, d1=0.655, d2=0.646 g=0.792 2/2 [==============================] - 0s 17ms/step >16, 192/693, d1=0.654, d2=0.668 g=0.829 2/2 [==============================] - 0s 17ms/step >16, 193/693, d1=0.639, d2=0.686 g=0.816 2/2 [==============================] - 0s 18ms/step >16, 194/693, d1=0.696, d2=0.681 g=0.821 2/2 [==============================] - 0s 17ms/step >16, 195/693, d1=0.653, d2=0.642 g=0.829 2/2 [==============================] - 0s 16ms/step >16, 196/693, d1=0.709, d2=0.703 g=0.801 2/2 [==============================] - 0s 19ms/step >16, 197/693, d1=0.692, d2=0.686 g=0.792 2/2 [==============================] - 0s 20ms/step >16, 198/693, d1=0.676, d2=0.682 g=0.781 2/2 [==============================] - 0s 16ms/step >16, 199/693, d1=0.662, d2=0.692 g=0.809 2/2 [==============================] - 0s 18ms/step >16, 200/693, d1=0.639, d2=0.694 g=0.842 2/2 [==============================] - 0s 17ms/step >16, 201/693, d1=0.670, d2=0.678 g=0.814 2/2 [==============================] - 0s 17ms/step >16, 202/693, d1=0.701, d2=0.645 g=0.814 2/2 [==============================] - 0s 17ms/step >16, 203/693, d1=0.630, d2=0.623 g=0.864 2/2 [==============================] - 0s 17ms/step >16, 204/693, d1=0.628, d2=0.625 g=0.845 2/2 [==============================] - 0s 16ms/step >16, 205/693, d1=0.696, d2=0.681 g=0.839 2/2 [==============================] - 0s 17ms/step >16, 206/693, d1=0.665, d2=0.656 g=0.825 2/2 [==============================] - 0s 16ms/step >16, 207/693, d1=0.637, d2=0.657 g=0.863 2/2 [==============================] - 0s 17ms/step >16, 208/693, d1=0.669, d2=0.674 g=0.815 2/2 [==============================] - 0s 16ms/step >16, 209/693, d1=0.656, d2=0.714 g=0.844 2/2 [==============================] - 0s 17ms/step >16, 210/693, d1=0.713, d2=0.655 g=0.837 2/2 [==============================] - 0s 17ms/step >16, 211/693, d1=0.681, d2=0.660 g=0.835 2/2 [==============================] - 0s 16ms/step >16, 212/693, d1=0.643, d2=0.632 g=0.825 2/2 [==============================] - 0s 17ms/step >16, 213/693, d1=0.720, d2=0.673 g=0.775 2/2 [==============================] - 0s 17ms/step >16, 214/693, d1=0.669, d2=0.724 g=0.820 2/2 [==============================] - 0s 17ms/step >16, 215/693, d1=0.643, d2=0.667 g=0.808 2/2 [==============================] - 0s 18ms/step >16, 216/693, d1=0.682, d2=0.662 g=0.803 2/2 [==============================] - 0s 18ms/step >16, 217/693, d1=0.683, d2=0.654 g=0.840 2/2 [==============================] - 0s 16ms/step >16, 218/693, d1=0.671, d2=0.671 g=0.790 2/2 [==============================] - 0s 17ms/step >16, 219/693, d1=0.677, d2=0.675 g=0.807 2/2 [==============================] - 0s 17ms/step >16, 220/693, d1=0.681, d2=0.653 g=0.785 2/2 [==============================] - 0s 17ms/step >16, 221/693, d1=0.609, d2=0.717 g=0.778 2/2 [==============================] - 0s 17ms/step >16, 222/693, d1=0.720, d2=0.660 g=0.812 2/2 [==============================] - 0s 17ms/step >16, 223/693, d1=0.629, d2=0.690 g=0.828 2/2 [==============================] - 0s 16ms/step >16, 224/693, d1=0.694, d2=0.663 g=0.811 2/2 [==============================] - 0s 17ms/step >16, 225/693, d1=0.680, d2=0.662 g=0.839 2/2 [==============================] - 0s 17ms/step >16, 226/693, d1=0.711, d2=0.634 g=0.827 2/2 [==============================] - 0s 17ms/step >16, 227/693, d1=0.675, d2=0.658 g=0.821 2/2 [==============================] - 0s 17ms/step >16, 228/693, d1=0.727, d2=0.647 g=0.801 2/2 [==============================] - 0s 17ms/step >16, 229/693, d1=0.662, d2=0.626 g=0.814 2/2 [==============================] - 0s 17ms/step >16, 230/693, d1=0.624, d2=0.686 g=0.807 2/2 [==============================] - 0s 16ms/step >16, 231/693, d1=0.644, d2=0.682 g=0.801 2/2 [==============================] - 0s 17ms/step >16, 232/693, d1=0.691, d2=0.669 g=0.760 2/2 [==============================] - 0s 17ms/step >16, 233/693, d1=0.629, d2=0.687 g=0.809 2/2 [==============================] - 0s 17ms/step >16, 234/693, d1=0.622, d2=0.635 g=0.827 2/2 [==============================] - 0s 16ms/step >16, 235/693, d1=0.653, d2=0.645 g=0.825 2/2 [==============================] - 0s 17ms/step >16, 236/693, d1=0.662, d2=0.667 g=0.825 2/2 [==============================] - 0s 16ms/step >16, 237/693, d1=0.641, d2=0.611 g=0.824 2/2 [==============================] - 0s 17ms/step >16, 238/693, d1=0.603, d2=0.697 g=0.856 2/2 [==============================] - 0s 17ms/step >16, 239/693, d1=0.683, d2=0.692 g=0.851 2/2 [==============================] - 0s 17ms/step >16, 240/693, d1=0.670, d2=0.599 g=0.868 2/2 [==============================] - 0s 17ms/step >16, 241/693, d1=0.689, d2=0.635 g=0.822 2/2 [==============================] - 0s 17ms/step >16, 242/693, d1=0.718, d2=0.653 g=0.845 2/2 [==============================] - 0s 17ms/step >16, 243/693, d1=0.655, d2=0.634 g=0.814 2/2 [==============================] - 0s 16ms/step >16, 244/693, d1=0.696, d2=0.644 g=0.787 2/2 [==============================] - 0s 17ms/step >16, 245/693, d1=0.632, d2=0.693 g=0.810 2/2 [==============================] - 0s 16ms/step >16, 246/693, d1=0.658, d2=0.683 g=0.781 2/2 [==============================] - 0s 16ms/step >16, 247/693, d1=0.666, d2=0.683 g=0.812 2/2 [==============================] - 0s 16ms/step >16, 248/693, d1=0.641, d2=0.683 g=0.810 2/2 [==============================] - 0s 17ms/step >16, 249/693, d1=0.650, d2=0.647 g=0.789 2/2 [==============================] - 0s 16ms/step >16, 250/693, d1=0.620, d2=0.674 g=0.829 2/2 [==============================] - 0s 16ms/step >16, 251/693, d1=0.630, d2=0.660 g=0.806 2/2 [==============================] - 0s 17ms/step >16, 252/693, d1=0.679, d2=0.705 g=0.779 2/2 [==============================] - 0s 16ms/step >16, 253/693, d1=0.727, d2=0.677 g=0.809 2/2 [==============================] - 0s 17ms/step >16, 254/693, d1=0.659, d2=0.701 g=0.807 2/2 [==============================] - 0s 17ms/step >16, 255/693, d1=0.696, d2=0.663 g=0.806 2/2 [==============================] - 0s 16ms/step >16, 256/693, d1=0.677, d2=0.618 g=0.847 2/2 [==============================] - 0s 17ms/step >16, 257/693, d1=0.651, d2=0.699 g=0.843 2/2 [==============================] - 0s 17ms/step >16, 258/693, d1=0.622, d2=0.620 g=0.817 2/2 [==============================] - 0s 16ms/step >16, 259/693, d1=0.703, d2=0.675 g=0.849 2/2 [==============================] - 0s 17ms/step >16, 260/693, d1=0.709, d2=0.647 g=0.782 2/2 [==============================] - 0s 17ms/step >16, 261/693, d1=0.617, d2=0.690 g=0.799 2/2 [==============================] - 0s 20ms/step >16, 262/693, d1=0.646, d2=0.676 g=0.786 2/2 [==============================] - 0s 18ms/step >16, 263/693, d1=0.684, d2=0.732 g=0.804 2/2 [==============================] - 0s 18ms/step >16, 264/693, d1=0.634, d2=0.643 g=0.809 2/2 [==============================] - 0s 16ms/step >16, 265/693, d1=0.671, d2=0.692 g=0.838 2/2 [==============================] - 0s 17ms/step >16, 266/693, d1=0.665, d2=0.645 g=0.850 2/2 [==============================] - 0s 17ms/step >16, 267/693, d1=0.695, d2=0.625 g=0.839 2/2 [==============================] - 0s 17ms/step >16, 268/693, d1=0.648, d2=0.628 g=0.827 2/2 [==============================] - 0s 16ms/step >16, 269/693, d1=0.647, d2=0.678 g=0.829 2/2 [==============================] - 0s 17ms/step >16, 270/693, d1=0.692, d2=0.672 g=0.807 2/2 [==============================] - 0s 17ms/step >16, 271/693, d1=0.656, d2=0.698 g=0.813 2/2 [==============================] - 0s 16ms/step >16, 272/693, d1=0.673, d2=0.639 g=0.798 2/2 [==============================] - 0s 17ms/step >16, 273/693, d1=0.669, d2=0.682 g=0.790 2/2 [==============================] - 0s 18ms/step >16, 274/693, d1=0.697, d2=0.681 g=0.809 2/2 [==============================] - 0s 16ms/step >16, 275/693, d1=0.653, d2=0.649 g=0.800 2/2 [==============================] - 0s 16ms/step >16, 276/693, d1=0.640, d2=0.673 g=0.797 2/2 [==============================] - 0s 17ms/step >16, 277/693, d1=0.680, d2=0.647 g=0.831 2/2 [==============================] - 0s 19ms/step >16, 278/693, d1=0.653, d2=0.668 g=0.799 2/2 [==============================] - 0s 17ms/step >16, 279/693, d1=0.649, d2=0.620 g=0.784 2/2 [==============================] - 0s 17ms/step >16, 280/693, d1=0.689, d2=0.670 g=0.822 2/2 [==============================] - 0s 17ms/step >16, 281/693, d1=0.675, d2=0.647 g=0.802 2/2 [==============================] - 0s 18ms/step >16, 282/693, d1=0.603, d2=0.628 g=0.784 2/2 [==============================] - 0s 16ms/step >16, 283/693, d1=0.652, d2=0.686 g=0.813 2/2 [==============================] - 0s 17ms/step >16, 284/693, d1=0.692, d2=0.612 g=0.848 2/2 [==============================] - 0s 16ms/step >16, 285/693, d1=0.650, d2=0.677 g=0.783 2/2 [==============================] - 0s 17ms/step >16, 286/693, d1=0.593, d2=0.676 g=0.837 2/2 [==============================] - 0s 17ms/step >16, 287/693, d1=0.649, d2=0.623 g=0.821 2/2 [==============================] - 0s 16ms/step >16, 288/693, d1=0.681, d2=0.633 g=0.835 2/2 [==============================] - 0s 16ms/step >16, 289/693, d1=0.664, d2=0.643 g=0.837 2/2 [==============================] - 0s 18ms/step >16, 290/693, d1=0.655, d2=0.640 g=0.798 2/2 [==============================] - 0s 15ms/step >16, 291/693, d1=0.670, d2=0.675 g=0.793 2/2 [==============================] - 0s 17ms/step >16, 292/693, d1=0.634, d2=0.646 g=0.815 2/2 [==============================] - 0s 17ms/step >16, 293/693, d1=0.664, d2=0.674 g=0.786 2/2 [==============================] - 0s 17ms/step >16, 294/693, d1=0.633, d2=0.693 g=0.818 2/2 [==============================] - 0s 17ms/step >16, 295/693, d1=0.621, d2=0.676 g=0.836 2/2 [==============================] - 0s 17ms/step >16, 296/693, d1=0.676, d2=0.672 g=0.822 2/2 [==============================] - 0s 17ms/step >16, 297/693, d1=0.642, d2=0.629 g=0.819 2/2 [==============================] - 0s 18ms/step >16, 298/693, d1=0.680, d2=0.631 g=0.847 2/2 [==============================] - 0s 18ms/step >16, 299/693, d1=0.699, d2=0.666 g=0.815 2/2 [==============================] - 0s 19ms/step >16, 300/693, d1=0.683, d2=0.650 g=0.832 2/2 [==============================] - 0s 18ms/step >16, 301/693, d1=0.657, d2=0.613 g=0.853 2/2 [==============================] - 0s 17ms/step >16, 302/693, d1=0.687, d2=0.683 g=0.840 2/2 [==============================] - 0s 16ms/step >16, 303/693, d1=0.677, d2=0.666 g=0.812 2/2 [==============================] - 0s 19ms/step >16, 304/693, d1=0.678, d2=0.674 g=0.817 2/2 [==============================] - 0s 17ms/step >16, 305/693, d1=0.687, d2=0.664 g=0.809 2/2 [==============================] - 0s 18ms/step >16, 306/693, d1=0.683, d2=0.667 g=0.875 2/2 [==============================] - 0s 17ms/step >16, 307/693, d1=0.643, d2=0.611 g=0.822 2/2 [==============================] - 0s 17ms/step >16, 308/693, d1=0.696, d2=0.645 g=0.831 2/2 [==============================] - 0s 17ms/step >16, 309/693, d1=0.647, d2=0.627 g=0.828 2/2 [==============================] - 0s 17ms/step >16, 310/693, d1=0.656, d2=0.645 g=0.836 2/2 [==============================] - 0s 17ms/step >16, 311/693, d1=0.663, d2=0.632 g=0.858 2/2 [==============================] - 0s 17ms/step >16, 312/693, d1=0.658, d2=0.691 g=0.840 2/2 [==============================] - 0s 17ms/step >16, 313/693, d1=0.691, d2=0.663 g=0.791 2/2 [==============================] - 0s 19ms/step >16, 314/693, d1=0.659, d2=0.643 g=0.767 2/2 [==============================] - 0s 18ms/step >16, 315/693, d1=0.666, d2=0.706 g=0.827 2/2 [==============================] - 0s 18ms/step >16, 316/693, d1=0.622, d2=0.658 g=0.837 2/2 [==============================] - 0s 17ms/step >16, 317/693, d1=0.671, d2=0.668 g=0.781 2/2 [==============================] - 0s 18ms/step >16, 318/693, d1=0.656, d2=0.661 g=0.855 2/2 [==============================] - 0s 17ms/step >16, 319/693, d1=0.655, d2=0.657 g=0.821 2/2 [==============================] - 0s 16ms/step >16, 320/693, d1=0.703, d2=0.675 g=0.793 2/2 [==============================] - 0s 16ms/step >16, 321/693, d1=0.648, d2=0.683 g=0.825 2/2 [==============================] - 0s 16ms/step >16, 322/693, d1=0.657, d2=0.655 g=0.831 2/2 [==============================] - 0s 17ms/step >16, 323/693, d1=0.685, d2=0.665 g=0.812 2/2 [==============================] - 0s 16ms/step >16, 324/693, d1=0.636, d2=0.679 g=0.766 2/2 [==============================] - 0s 18ms/step >16, 325/693, d1=0.641, d2=0.680 g=0.809 2/2 [==============================] - 0s 16ms/step >16, 326/693, d1=0.674, d2=0.697 g=0.776 2/2 [==============================] - 0s 17ms/step >16, 327/693, d1=0.690, d2=0.645 g=0.794 2/2 [==============================] - 0s 17ms/step >16, 328/693, d1=0.626, d2=0.661 g=0.801 2/2 [==============================] - 0s 18ms/step >16, 329/693, d1=0.647, d2=0.636 g=0.788 2/2 [==============================] - 0s 18ms/step >16, 330/693, d1=0.656, d2=0.644 g=0.812 2/2 [==============================] - 0s 16ms/step >16, 331/693, d1=0.630, d2=0.705 g=0.792 2/2 [==============================] - 0s 16ms/step >16, 332/693, d1=0.659, d2=0.641 g=0.812 2/2 [==============================] - 0s 17ms/step >16, 333/693, d1=0.627, d2=0.691 g=0.791 2/2 [==============================] - 0s 17ms/step >16, 334/693, d1=0.639, d2=0.678 g=0.823 2/2 [==============================] - 0s 16ms/step >16, 335/693, d1=0.652, d2=0.692 g=0.829 2/2 [==============================] - 0s 16ms/step >16, 336/693, d1=0.698, d2=0.641 g=0.840 2/2 [==============================] - 0s 17ms/step >16, 337/693, d1=0.656, d2=0.639 g=0.813 2/2 [==============================] - 0s 16ms/step >16, 338/693, d1=0.717, d2=0.644 g=0.820 2/2 [==============================] - 0s 17ms/step >16, 339/693, d1=0.652, d2=0.668 g=0.774 2/2 [==============================] - 0s 16ms/step >16, 340/693, d1=0.647, d2=0.658 g=0.794 2/2 [==============================] - 0s 17ms/step >16, 341/693, d1=0.635, d2=0.632 g=0.791 2/2 [==============================] - 0s 16ms/step >16, 342/693, d1=0.620, d2=0.664 g=0.828 2/2 [==============================] - 0s 16ms/step >16, 343/693, d1=0.649, d2=0.684 g=0.849 2/2 [==============================] - 0s 16ms/step >16, 344/693, d1=0.686, d2=0.684 g=0.809 2/2 [==============================] - 0s 17ms/step >16, 345/693, d1=0.657, d2=0.665 g=0.804 2/2 [==============================] - 0s 16ms/step >16, 346/693, d1=0.662, d2=0.704 g=0.771 2/2 [==============================] - 0s 17ms/step >16, 347/693, d1=0.632, d2=0.657 g=0.778 2/2 [==============================] - 0s 16ms/step >16, 348/693, d1=0.635, d2=0.660 g=0.778 2/2 [==============================] - 0s 16ms/step >16, 349/693, d1=0.623, d2=0.685 g=0.797 2/2 [==============================] - 0s 16ms/step >16, 350/693, d1=0.669, d2=0.665 g=0.763 2/2 [==============================] - 0s 18ms/step >16, 351/693, d1=0.643, d2=0.707 g=0.783 2/2 [==============================] - 0s 18ms/step >16, 352/693, d1=0.644, d2=0.641 g=0.822 2/2 [==============================] - 0s 16ms/step >16, 353/693, d1=0.651, d2=0.653 g=0.840 2/2 [==============================] - 0s 18ms/step >16, 354/693, d1=0.674, d2=0.627 g=0.832 2/2 [==============================] - 0s 17ms/step >16, 355/693, d1=0.604, d2=0.652 g=0.828 2/2 [==============================] - 0s 16ms/step >16, 356/693, d1=0.662, d2=0.650 g=0.839 2/2 [==============================] - 0s 20ms/step >16, 357/693, d1=0.660, d2=0.677 g=0.814 2/2 [==============================] - 0s 17ms/step >16, 358/693, d1=0.700, d2=0.681 g=0.795 2/2 [==============================] - 0s 18ms/step >16, 359/693, d1=0.622, d2=0.742 g=0.831 2/2 [==============================] - 0s 17ms/step >16, 360/693, d1=0.631, d2=0.726 g=0.841 2/2 [==============================] - 0s 18ms/step >16, 361/693, d1=0.695, d2=0.648 g=0.863 2/2 [==============================] - 0s 17ms/step >16, 362/693, d1=0.685, d2=0.621 g=0.802 2/2 [==============================] - 0s 17ms/step >16, 363/693, d1=0.611, d2=0.678 g=0.844 2/2 [==============================] - 0s 18ms/step >16, 364/693, d1=0.634, d2=0.649 g=0.853 2/2 [==============================] - 0s 18ms/step >16, 365/693, d1=0.651, d2=0.682 g=0.836 2/2 [==============================] - 0s 17ms/step >16, 366/693, d1=0.690, d2=0.672 g=0.842 2/2 [==============================] - 0s 18ms/step >16, 367/693, d1=0.709, d2=0.634 g=0.837 2/2 [==============================] - 0s 18ms/step >16, 368/693, d1=0.654, d2=0.694 g=0.811 2/2 [==============================] - 0s 18ms/step >16, 369/693, d1=0.677, d2=0.641 g=0.885 2/2 [==============================] - 0s 17ms/step >16, 370/693, d1=0.712, d2=0.613 g=0.816 2/2 [==============================] - 0s 18ms/step >16, 371/693, d1=0.668, d2=0.669 g=0.813 2/2 [==============================] - 0s 17ms/step >16, 372/693, d1=0.680, d2=0.648 g=0.802 2/2 [==============================] - 0s 17ms/step >16, 373/693, d1=0.647, d2=0.664 g=0.815 2/2 [==============================] - 0s 17ms/step >16, 374/693, d1=0.636, d2=0.629 g=0.875 2/2 [==============================] - 0s 17ms/step >16, 375/693, d1=0.663, d2=0.646 g=0.854 2/2 [==============================] - 0s 19ms/step >16, 376/693, d1=0.654, d2=0.673 g=0.813 2/2 [==============================] - 0s 18ms/step >16, 377/693, d1=0.642, d2=0.651 g=0.822 2/2 [==============================] - 0s 18ms/step >16, 378/693, d1=0.657, d2=0.636 g=0.838 2/2 [==============================] - 0s 18ms/step >16, 379/693, d1=0.677, d2=0.657 g=0.818 2/2 [==============================] - 0s 16ms/step >16, 380/693, d1=0.647, d2=0.663 g=0.839 2/2 [==============================] - 0s 17ms/step >16, 381/693, d1=0.639, d2=0.673 g=0.841 2/2 [==============================] - 0s 17ms/step >16, 382/693, d1=0.659, d2=0.667 g=0.835 2/2 [==============================] - 0s 17ms/step >16, 383/693, d1=0.627, d2=0.628 g=0.840 2/2 [==============================] - 0s 17ms/step >16, 384/693, d1=0.655, d2=0.673 g=0.815 2/2 [==============================] - 0s 18ms/step >16, 385/693, d1=0.635, d2=0.678 g=0.844 2/2 [==============================] - 0s 18ms/step >16, 386/693, d1=0.674, d2=0.658 g=0.791 2/2 [==============================] - 0s 18ms/step >16, 387/693, d1=0.665, d2=0.654 g=0.860 2/2 [==============================] - 0s 16ms/step >16, 388/693, d1=0.673, d2=0.669 g=0.801 2/2 [==============================] - 0s 17ms/step >16, 389/693, d1=0.652, d2=0.700 g=0.860 2/2 [==============================] - 0s 17ms/step >16, 390/693, d1=0.662, d2=0.632 g=0.840 2/2 [==============================] - 0s 16ms/step >16, 391/693, d1=0.650, d2=0.635 g=0.817 2/2 [==============================] - 0s 17ms/step >16, 392/693, d1=0.697, d2=0.639 g=0.826 2/2 [==============================] - 0s 17ms/step >16, 393/693, d1=0.619, d2=0.673 g=0.833 2/2 [==============================] - 0s 17ms/step >16, 394/693, d1=0.651, d2=0.670 g=0.822 2/2 [==============================] - 0s 16ms/step >16, 395/693, d1=0.668, d2=0.703 g=0.841 2/2 [==============================] - 0s 18ms/step >16, 396/693, d1=0.665, d2=0.627 g=0.814 2/2 [==============================] - 0s 17ms/step >16, 397/693, d1=0.663, d2=0.640 g=0.806 2/2 [==============================] - 0s 17ms/step >16, 398/693, d1=0.677, d2=0.624 g=0.788 2/2 [==============================] - 0s 18ms/step >16, 399/693, d1=0.667, d2=0.657 g=0.819 2/2 [==============================] - 0s 16ms/step >16, 400/693, d1=0.668, d2=0.671 g=0.855 2/2 [==============================] - 0s 17ms/step >16, 401/693, d1=0.639, d2=0.623 g=0.859 2/2 [==============================] - 0s 16ms/step >16, 402/693, d1=0.657, d2=0.630 g=0.843 2/2 [==============================] - 0s 17ms/step >16, 403/693, d1=0.683, d2=0.639 g=0.821 2/2 [==============================] - 0s 16ms/step >16, 404/693, d1=0.683, d2=0.658 g=0.791 2/2 [==============================] - 0s 17ms/step >16, 405/693, d1=0.628, d2=0.676 g=0.791 2/2 [==============================] - 0s 21ms/step >16, 406/693, d1=0.670, d2=0.662 g=0.830 2/2 [==============================] - 0s 17ms/step >16, 407/693, d1=0.634, d2=0.659 g=0.802 2/2 [==============================] - 0s 16ms/step >16, 408/693, d1=0.681, d2=0.663 g=0.808 2/2 [==============================] - 0s 18ms/step >16, 409/693, d1=0.682, d2=0.683 g=0.797 2/2 [==============================] - 0s 16ms/step >16, 410/693, d1=0.648, d2=0.687 g=0.803 2/2 [==============================] - 0s 18ms/step >16, 411/693, d1=0.630, d2=0.687 g=0.772 2/2 [==============================] - 0s 17ms/step >16, 412/693, d1=0.656, d2=0.648 g=0.848 2/2 [==============================] - 0s 16ms/step >16, 413/693, d1=0.634, d2=0.660 g=0.845 2/2 [==============================] - 0s 21ms/step >16, 414/693, d1=0.700, d2=0.643 g=0.814 2/2 [==============================] - 0s 17ms/step >16, 415/693, d1=0.677, d2=0.634 g=0.810 2/2 [==============================] - 0s 17ms/step >16, 416/693, d1=0.641, d2=0.668 g=0.784 2/2 [==============================] - 0s 17ms/step >16, 417/693, d1=0.641, d2=0.661 g=0.760 2/2 [==============================] - 0s 17ms/step >16, 418/693, d1=0.638, d2=0.649 g=0.796 2/2 [==============================] - 0s 17ms/step >16, 419/693, d1=0.630, d2=0.690 g=0.794 2/2 [==============================] - 0s 17ms/step >16, 420/693, d1=0.642, d2=0.649 g=0.831 2/2 [==============================] - 0s 17ms/step >16, 421/693, d1=0.694, d2=0.650 g=0.811 2/2 [==============================] - 0s 17ms/step >16, 422/693, d1=0.617, d2=0.656 g=0.817 2/2 [==============================] - 0s 17ms/step >16, 423/693, d1=0.670, d2=0.646 g=0.754 2/2 [==============================] - 0s 18ms/step >16, 424/693, d1=0.681, d2=0.645 g=0.798 2/2 [==============================] - 0s 17ms/step >16, 425/693, d1=0.665, d2=0.668 g=0.822 2/2 [==============================] - 0s 18ms/step >16, 426/693, d1=0.658, d2=0.702 g=0.834 2/2 [==============================] - 0s 16ms/step >16, 427/693, d1=0.637, d2=0.640 g=0.847 2/2 [==============================] - 0s 17ms/step >16, 428/693, d1=0.656, d2=0.613 g=0.858 2/2 [==============================] - 0s 17ms/step >16, 429/693, d1=0.730, d2=0.647 g=0.831 2/2 [==============================] - 0s 18ms/step >16, 430/693, d1=0.707, d2=0.654 g=0.832 2/2 [==============================] - 0s 17ms/step >16, 431/693, d1=0.699, d2=0.646 g=0.850 2/2 [==============================] - 0s 17ms/step >16, 432/693, d1=0.677, d2=0.656 g=0.809 2/2 [==============================] - 0s 18ms/step >16, 433/693, d1=0.657, d2=0.647 g=0.824 2/2 [==============================] - 0s 16ms/step >16, 434/693, d1=0.678, d2=0.678 g=0.820 2/2 [==============================] - 0s 18ms/step >16, 435/693, d1=0.692, d2=0.656 g=0.810 2/2 [==============================] - 0s 18ms/step >16, 436/693, d1=0.615, d2=0.647 g=0.833 2/2 [==============================] - 0s 16ms/step >16, 437/693, d1=0.683, d2=0.643 g=0.843 2/2 [==============================] - 0s 16ms/step >16, 438/693, d1=0.660, d2=0.656 g=0.815 2/2 [==============================] - 0s 17ms/step >16, 439/693, d1=0.672, d2=0.648 g=0.809 2/2 [==============================] - 0s 16ms/step >16, 440/693, d1=0.671, d2=0.668 g=0.831 2/2 [==============================] - 0s 18ms/step >16, 441/693, d1=0.660, d2=0.654 g=0.839 2/2 [==============================] - 0s 18ms/step >16, 442/693, d1=0.703, d2=0.683 g=0.793 2/2 [==============================] - 0s 17ms/step >16, 443/693, d1=0.648, d2=0.666 g=0.809 2/2 [==============================] - 0s 18ms/step >16, 444/693, d1=0.677, d2=0.672 g=0.808 2/2 [==============================] - 0s 17ms/step >16, 445/693, d1=0.655, d2=0.641 g=0.790 2/2 [==============================] - 0s 18ms/step >16, 446/693, d1=0.647, d2=0.673 g=0.757 2/2 [==============================] - 0s 17ms/step >16, 447/693, d1=0.647, d2=0.695 g=0.804 2/2 [==============================] - 0s 17ms/step >16, 448/693, d1=0.643, d2=0.668 g=0.798 2/2 [==============================] - 0s 18ms/step >16, 449/693, d1=0.637, d2=0.676 g=0.800 2/2 [==============================] - 0s 16ms/step >16, 450/693, d1=0.648, d2=0.683 g=0.786 2/2 [==============================] - 0s 18ms/step >16, 451/693, d1=0.639, d2=0.690 g=0.831 2/2 [==============================] - 0s 16ms/step >16, 452/693, d1=0.678, d2=0.673 g=0.798 2/2 [==============================] - 0s 18ms/step >16, 453/693, d1=0.650, d2=0.630 g=0.810 2/2 [==============================] - 0s 17ms/step >16, 454/693, d1=0.604, d2=0.642 g=0.824 2/2 [==============================] - 0s 17ms/step >16, 455/693, d1=0.720, d2=0.701 g=0.845 2/2 [==============================] - 0s 18ms/step >16, 456/693, d1=0.653, d2=0.669 g=0.809 2/2 [==============================] - 0s 19ms/step >16, 457/693, d1=0.657, d2=0.639 g=0.828 2/2 [==============================] - 0s 17ms/step >16, 458/693, d1=0.654, d2=0.650 g=0.846 2/2 [==============================] - 0s 17ms/step >16, 459/693, d1=0.661, d2=0.680 g=0.788 2/2 [==============================] - 0s 17ms/step >16, 460/693, d1=0.688, d2=0.678 g=0.782 2/2 [==============================] - 0s 16ms/step >16, 461/693, d1=0.684, d2=0.669 g=0.830 2/2 [==============================] - 0s 17ms/step >16, 462/693, d1=0.683, d2=0.694 g=0.817 2/2 [==============================] - 0s 18ms/step >16, 463/693, d1=0.646, d2=0.681 g=0.795 2/2 [==============================] - 0s 17ms/step >16, 464/693, d1=0.647, d2=0.661 g=0.843 2/2 [==============================] - 0s 18ms/step >16, 465/693, d1=0.688, d2=0.710 g=0.805 2/2 [==============================] - 0s 17ms/step >16, 466/693, d1=0.678, d2=0.637 g=0.829 2/2 [==============================] - 0s 18ms/step >16, 467/693, d1=0.682, d2=0.669 g=0.785 2/2 [==============================] - 0s 16ms/step >16, 468/693, d1=0.629, d2=0.671 g=0.830 2/2 [==============================] - 0s 17ms/step >16, 469/693, d1=0.634, d2=0.706 g=0.862 2/2 [==============================] - 0s 17ms/step >16, 470/693, d1=0.715, d2=0.632 g=0.802 2/2 [==============================] - 0s 17ms/step >16, 471/693, d1=0.668, d2=0.633 g=0.864 2/2 [==============================] - 0s 17ms/step >16, 472/693, d1=0.640, d2=0.659 g=0.826 2/2 [==============================] - 0s 17ms/step >16, 473/693, d1=0.639, d2=0.676 g=0.804 2/2 [==============================] - 0s 18ms/step >16, 474/693, d1=0.642, d2=0.676 g=0.832 2/2 [==============================] - 0s 17ms/step >16, 475/693, d1=0.639, d2=0.656 g=0.845 2/2 [==============================] - 0s 17ms/step >16, 476/693, d1=0.673, d2=0.637 g=0.848 2/2 [==============================] - 0s 17ms/step >16, 477/693, d1=0.707, d2=0.672 g=0.811 2/2 [==============================] - 0s 18ms/step >16, 478/693, d1=0.665, d2=0.657 g=0.793 2/2 [==============================] - 0s 17ms/step >16, 479/693, d1=0.665, d2=0.634 g=0.836 2/2 [==============================] - 0s 17ms/step >16, 480/693, d1=0.675, d2=0.645 g=0.807 2/2 [==============================] - 0s 17ms/step >16, 481/693, d1=0.630, d2=0.647 g=0.800 2/2 [==============================] - 0s 17ms/step >16, 482/693, d1=0.640, d2=0.680 g=0.800 2/2 [==============================] - 0s 16ms/step >16, 483/693, d1=0.657, d2=0.651 g=0.793 2/2 [==============================] - 0s 17ms/step >16, 484/693, d1=0.613, d2=0.675 g=0.824 2/2 [==============================] - 0s 17ms/step >16, 485/693, d1=0.657, d2=0.684 g=0.819 2/2 [==============================] - 0s 18ms/step >16, 486/693, d1=0.620, d2=0.661 g=0.876 2/2 [==============================] - 0s 17ms/step >16, 487/693, d1=0.652, d2=0.701 g=0.847 2/2 [==============================] - 0s 18ms/step >16, 488/693, d1=0.642, d2=0.623 g=0.850 2/2 [==============================] - 0s 17ms/step >16, 489/693, d1=0.674, d2=0.650 g=0.845 2/2 [==============================] - 0s 17ms/step >16, 490/693, d1=0.701, d2=0.676 g=0.834 2/2 [==============================] - 0s 18ms/step >16, 491/693, d1=0.642, d2=0.615 g=0.857 2/2 [==============================] - 0s 16ms/step >16, 492/693, d1=0.705, d2=0.619 g=0.831 2/2 [==============================] - 0s 17ms/step >16, 493/693, d1=0.664, d2=0.649 g=0.816 2/2 [==============================] - 0s 18ms/step >16, 494/693, d1=0.662, d2=0.665 g=0.840 2/2 [==============================] - 0s 17ms/step >16, 495/693, d1=0.700, d2=0.651 g=0.814 2/2 [==============================] - 0s 18ms/step >16, 496/693, d1=0.679, d2=0.666 g=0.833 2/2 [==============================] - 0s 17ms/step >16, 497/693, d1=0.655, d2=0.641 g=0.803 2/2 [==============================] - 0s 17ms/step >16, 498/693, d1=0.666, d2=0.726 g=0.829 2/2 [==============================] - 0s 17ms/step >16, 499/693, d1=0.653, d2=0.653 g=0.803 2/2 [==============================] - 0s 17ms/step >16, 500/693, d1=0.663, d2=0.699 g=0.824 2/2 [==============================] - 0s 17ms/step >16, 501/693, d1=0.613, d2=0.659 g=0.815 2/2 [==============================] - 0s 17ms/step >16, 502/693, d1=0.690, d2=0.668 g=0.819 2/2 [==============================] - 0s 17ms/step >16, 503/693, d1=0.688, d2=0.657 g=0.863 2/2 [==============================] - 0s 17ms/step >16, 504/693, d1=0.640, d2=0.644 g=0.828 2/2 [==============================] - 0s 17ms/step >16, 505/693, d1=0.684, d2=0.617 g=0.872 2/2 [==============================] - 0s 17ms/step >16, 506/693, d1=0.722, d2=0.646 g=0.827 2/2 [==============================] - 0s 17ms/step >16, 507/693, d1=0.644, d2=0.674 g=0.792 2/2 [==============================] - 0s 18ms/step >16, 508/693, d1=0.631, d2=0.648 g=0.821 2/2 [==============================] - 0s 18ms/step >16, 509/693, d1=0.716, d2=0.709 g=0.821 2/2 [==============================] - 0s 17ms/step >16, 510/693, d1=0.674, d2=0.640 g=0.789 2/2 [==============================] - 0s 17ms/step >16, 511/693, d1=0.630, d2=0.620 g=0.785 2/2 [==============================] - 0s 17ms/step >16, 512/693, d1=0.669, d2=0.730 g=0.790 2/2 [==============================] - 0s 16ms/step >16, 513/693, d1=0.652, d2=0.688 g=0.833 2/2 [==============================] - 0s 17ms/step >16, 514/693, d1=0.646, d2=0.634 g=0.847 2/2 [==============================] - 0s 18ms/step >16, 515/693, d1=0.654, d2=0.645 g=0.837 2/2 [==============================] - 0s 17ms/step >16, 516/693, d1=0.674, d2=0.681 g=0.845 2/2 [==============================] - 0s 17ms/step >16, 517/693, d1=0.672, d2=0.612 g=0.842 2/2 [==============================] - 0s 18ms/step >16, 518/693, d1=0.707, d2=0.682 g=0.807 2/2 [==============================] - 0s 17ms/step >16, 519/693, d1=0.650, d2=0.622 g=0.808 2/2 [==============================] - 0s 17ms/step >16, 520/693, d1=0.675, d2=0.621 g=0.801 2/2 [==============================] - 0s 18ms/step >16, 521/693, d1=0.681, d2=0.707 g=0.805 2/2 [==============================] - 0s 19ms/step >16, 522/693, d1=0.674, d2=0.685 g=0.792 2/2 [==============================] - 0s 17ms/step >16, 523/693, d1=0.586, d2=0.669 g=0.835 2/2 [==============================] - 0s 17ms/step >16, 524/693, d1=0.649, d2=0.677 g=0.820 2/2 [==============================] - 0s 18ms/step >16, 525/693, d1=0.644, d2=0.700 g=0.784 2/2 [==============================] - 0s 17ms/step >16, 526/693, d1=0.626, d2=0.637 g=0.822 2/2 [==============================] - 0s 17ms/step >16, 527/693, d1=0.658, d2=0.693 g=0.857 2/2 [==============================] - 0s 18ms/step >16, 528/693, d1=0.694, d2=0.631 g=0.830 2/2 [==============================] - 0s 18ms/step >16, 529/693, d1=0.673, d2=0.685 g=0.814 2/2 [==============================] - 0s 18ms/step >16, 530/693, d1=0.707, d2=0.660 g=0.802 2/2 [==============================] - 0s 17ms/step >16, 531/693, d1=0.659, d2=0.600 g=0.828 2/2 [==============================] - 0s 17ms/step >16, 532/693, d1=0.641, d2=0.660 g=0.789 2/2 [==============================] - 0s 18ms/step >16, 533/693, d1=0.665, d2=0.676 g=0.827 2/2 [==============================] - 0s 17ms/step >16, 534/693, d1=0.681, d2=0.663 g=0.829 2/2 [==============================] - 0s 14ms/step >16, 535/693, d1=0.652, d2=0.683 g=0.813 2/2 [==============================] - 0s 18ms/step >16, 536/693, d1=0.658, d2=0.682 g=0.779 2/2 [==============================] - 0s 17ms/step >16, 537/693, d1=0.621, d2=0.651 g=0.819 2/2 [==============================] - 0s 17ms/step >16, 538/693, d1=0.642, d2=0.683 g=0.812 2/2 [==============================] - 0s 19ms/step >16, 539/693, d1=0.678, d2=0.685 g=0.850 2/2 [==============================] - 0s 16ms/step >16, 540/693, d1=0.668, d2=0.681 g=0.821 2/2 [==============================] - 0s 17ms/step >16, 541/693, d1=0.625, d2=0.689 g=0.807 2/2 [==============================] - 0s 18ms/step >16, 542/693, d1=0.678, d2=0.654 g=0.818 2/2 [==============================] - 0s 18ms/step >16, 543/693, d1=0.637, d2=0.661 g=0.809 2/2 [==============================] - 0s 18ms/step >16, 544/693, d1=0.665, d2=0.675 g=0.786 2/2 [==============================] - 0s 18ms/step >16, 545/693, d1=0.650, d2=0.629 g=0.767 2/2 [==============================] - 0s 18ms/step >16, 546/693, d1=0.615, d2=0.712 g=0.805 2/2 [==============================] - 0s 18ms/step >16, 547/693, d1=0.691, d2=0.641 g=0.802 2/2 [==============================] - 0s 17ms/step >16, 548/693, d1=0.723, d2=0.689 g=0.809 2/2 [==============================] - 0s 17ms/step >16, 549/693, d1=0.630, d2=0.660 g=0.827 2/2 [==============================] - 0s 17ms/step >16, 550/693, d1=0.676, d2=0.654 g=0.814 2/2 [==============================] - 0s 16ms/step >16, 551/693, d1=0.618, d2=0.651 g=0.816 2/2 [==============================] - 0s 17ms/step >16, 552/693, d1=0.638, d2=0.644 g=0.840 2/2 [==============================] - 0s 17ms/step >16, 553/693, d1=0.669, d2=0.671 g=0.847 2/2 [==============================] - 0s 18ms/step >16, 554/693, d1=0.676, d2=0.698 g=0.817 2/2 [==============================] - 0s 17ms/step >16, 555/693, d1=0.722, d2=0.670 g=0.838 2/2 [==============================] - 0s 19ms/step >16, 556/693, d1=0.717, d2=0.653 g=0.779 2/2 [==============================] - 0s 18ms/step >16, 557/693, d1=0.660, d2=0.605 g=0.799 2/2 [==============================] - 0s 17ms/step >16, 558/693, d1=0.647, d2=0.671 g=0.797 2/2 [==============================] - 0s 18ms/step >16, 559/693, d1=0.613, d2=0.731 g=0.811 2/2 [==============================] - 0s 17ms/step >16, 560/693, d1=0.654, d2=0.683 g=0.790 2/2 [==============================] - 0s 17ms/step >16, 561/693, d1=0.681, d2=0.711 g=0.851 2/2 [==============================] - 0s 17ms/step >16, 562/693, d1=0.650, d2=0.641 g=0.846 2/2 [==============================] - 0s 17ms/step >16, 563/693, d1=0.646, d2=0.684 g=0.820 2/2 [==============================] - 0s 16ms/step >16, 564/693, d1=0.635, d2=0.669 g=0.834 2/2 [==============================] - 0s 15ms/step >16, 565/693, d1=0.633, d2=0.699 g=0.809 2/2 [==============================] - 0s 18ms/step >16, 566/693, d1=0.681, d2=0.666 g=0.817 2/2 [==============================] - 0s 18ms/step >16, 567/693, d1=0.668, d2=0.635 g=0.864 2/2 [==============================] - 0s 18ms/step >16, 568/693, d1=0.648, d2=0.644 g=0.856 2/2 [==============================] - 0s 16ms/step >16, 569/693, d1=0.637, d2=0.627 g=0.860 2/2 [==============================] - 0s 18ms/step >16, 570/693, d1=0.647, d2=0.659 g=0.850 2/2 [==============================] - 0s 18ms/step >16, 571/693, d1=0.715, d2=0.637 g=0.840 2/2 [==============================] - 0s 18ms/step >16, 572/693, d1=0.637, d2=0.645 g=0.844 2/2 [==============================] - 0s 17ms/step >16, 573/693, d1=0.684, d2=0.704 g=0.867 2/2 [==============================] - 0s 16ms/step >16, 574/693, d1=0.739, d2=0.685 g=0.851 2/2 [==============================] - 0s 16ms/step >16, 575/693, d1=0.738, d2=0.622 g=0.844 2/2 [==============================] - 0s 17ms/step >16, 576/693, d1=0.632, d2=0.625 g=0.822 2/2 [==============================] - 0s 17ms/step >16, 577/693, d1=0.649, d2=0.635 g=0.855 2/2 [==============================] - 0s 16ms/step >16, 578/693, d1=0.662, d2=0.567 g=0.810 2/2 [==============================] - 0s 17ms/step >16, 579/693, d1=0.595, d2=0.645 g=0.824 2/2 [==============================] - 0s 16ms/step >16, 580/693, d1=0.631, d2=0.648 g=0.836 2/2 [==============================] - 0s 17ms/step >16, 581/693, d1=0.646, d2=0.636 g=0.823 2/2 [==============================] - 0s 20ms/step >16, 582/693, d1=0.631, d2=0.718 g=0.816 2/2 [==============================] - 0s 17ms/step >16, 583/693, d1=0.645, d2=0.634 g=0.832 2/2 [==============================] - 0s 17ms/step >16, 584/693, d1=0.654, d2=0.610 g=0.838 2/2 [==============================] - 0s 18ms/step >16, 585/693, d1=0.619, d2=0.649 g=0.802 2/2 [==============================] - 0s 17ms/step >16, 586/693, d1=0.647, d2=0.658 g=0.779 2/2 [==============================] - 0s 16ms/step >16, 587/693, d1=0.612, d2=0.685 g=0.848 2/2 [==============================] - 0s 16ms/step >16, 588/693, d1=0.604, d2=0.657 g=0.813 2/2 [==============================] - 0s 17ms/step >16, 589/693, d1=0.719, d2=0.626 g=0.878 2/2 [==============================] - 0s 17ms/step >16, 590/693, d1=0.646, d2=0.643 g=0.832 2/2 [==============================] - 0s 16ms/step >16, 591/693, d1=0.647, d2=0.608 g=0.817 2/2 [==============================] - 0s 17ms/step >16, 592/693, d1=0.645, d2=0.667 g=0.818 2/2 [==============================] - 0s 16ms/step >16, 593/693, d1=0.652, d2=0.666 g=0.840 2/2 [==============================] - 0s 18ms/step >16, 594/693, d1=0.761, d2=0.632 g=0.820 2/2 [==============================] - 0s 16ms/step >16, 595/693, d1=0.630, d2=0.648 g=0.838 2/2 [==============================] - 0s 16ms/step >16, 596/693, d1=0.617, d2=0.679 g=0.858 2/2 [==============================] - 0s 17ms/step >16, 597/693, d1=0.650, d2=0.710 g=0.825 2/2 [==============================] - 0s 17ms/step >16, 598/693, d1=0.646, d2=0.632 g=0.865 2/2 [==============================] - 0s 17ms/step >16, 599/693, d1=0.706, d2=0.666 g=0.803 2/2 [==============================] - 0s 17ms/step >16, 600/693, d1=0.635, d2=0.705 g=0.820 2/2 [==============================] - 0s 17ms/step >16, 601/693, d1=0.602, d2=0.633 g=0.864 2/2 [==============================] - 0s 19ms/step >16, 602/693, d1=0.678, d2=0.649 g=0.801 2/2 [==============================] - 0s 18ms/step >16, 603/693, d1=0.657, d2=0.670 g=0.825 2/2 [==============================] - 0s 21ms/step >16, 604/693, d1=0.671, d2=0.656 g=0.830 2/2 [==============================] - 0s 17ms/step >16, 605/693, d1=0.656, d2=0.670 g=0.798 2/2 [==============================] - 0s 18ms/step >16, 606/693, d1=0.652, d2=0.611 g=0.810 2/2 [==============================] - 0s 15ms/step >16, 607/693, d1=0.662, d2=0.708 g=0.807 2/2 [==============================] - 0s 18ms/step >16, 608/693, d1=0.650, d2=0.658 g=0.839 2/2 [==============================] - 0s 19ms/step >16, 609/693, d1=0.706, d2=0.671 g=0.838 2/2 [==============================] - 0s 18ms/step >16, 610/693, d1=0.613, d2=0.632 g=0.847 2/2 [==============================] - 0s 18ms/step >16, 611/693, d1=0.680, d2=0.651 g=0.837 2/2 [==============================] - 0s 17ms/step >16, 612/693, d1=0.665, d2=0.607 g=0.803 2/2 [==============================] - 0s 16ms/step >16, 613/693, d1=0.576, d2=0.684 g=0.819 2/2 [==============================] - 0s 17ms/step >16, 614/693, d1=0.670, d2=0.695 g=0.777 2/2 [==============================] - 0s 17ms/step >16, 615/693, d1=0.633, d2=0.630 g=0.865 2/2 [==============================] - 0s 18ms/step >16, 616/693, d1=0.716, d2=0.636 g=0.821 2/2 [==============================] - 0s 18ms/step >16, 617/693, d1=0.663, d2=0.618 g=0.855 2/2 [==============================] - 0s 17ms/step >16, 618/693, d1=0.655, d2=0.658 g=0.830 2/2 [==============================] - 0s 16ms/step >16, 619/693, d1=0.634, d2=0.707 g=0.855 2/2 [==============================] - 0s 17ms/step >16, 620/693, d1=0.620, d2=0.627 g=0.831 2/2 [==============================] - 0s 17ms/step >16, 621/693, d1=0.658, d2=0.651 g=0.829 2/2 [==============================] - 0s 18ms/step >16, 622/693, d1=0.635, d2=0.685 g=0.835 2/2 [==============================] - 0s 16ms/step >16, 623/693, d1=0.656, d2=0.683 g=0.878 2/2 [==============================] - 0s 17ms/step >16, 624/693, d1=0.669, d2=0.619 g=0.849 2/2 [==============================] - 0s 16ms/step >16, 625/693, d1=0.680, d2=0.611 g=0.832 2/2 [==============================] - 0s 17ms/step >16, 626/693, d1=0.682, d2=0.671 g=0.827 2/2 [==============================] - 0s 16ms/step >16, 627/693, d1=0.706, d2=0.649 g=0.833 2/2 [==============================] - 0s 18ms/step >16, 628/693, d1=0.627, d2=0.635 g=0.845 2/2 [==============================] - 0s 17ms/step >16, 629/693, d1=0.708, d2=0.677 g=0.831 2/2 [==============================] - 0s 17ms/step >16, 630/693, d1=0.633, d2=0.665 g=0.834 2/2 [==============================] - 0s 21ms/step >16, 631/693, d1=0.658, d2=0.620 g=0.835 2/2 [==============================] - 0s 17ms/step >16, 632/693, d1=0.689, d2=0.615 g=0.809 2/2 [==============================] - 0s 20ms/step >16, 633/693, d1=0.706, d2=0.674 g=0.798 2/2 [==============================] - 0s 20ms/step >16, 634/693, d1=0.636, d2=0.637 g=0.776 2/2 [==============================] - 0s 19ms/step >16, 635/693, d1=0.653, d2=0.680 g=0.788 2/2 [==============================] - 0s 20ms/step >16, 636/693, d1=0.682, d2=0.683 g=0.856 2/2 [==============================] - 0s 19ms/step >16, 637/693, d1=0.662, d2=0.682 g=0.820 2/2 [==============================] - 0s 20ms/step >16, 638/693, d1=0.700, d2=0.639 g=0.856 2/2 [==============================] - 0s 20ms/step >16, 639/693, d1=0.665, d2=0.637 g=0.802 2/2 [==============================] - 0s 20ms/step >16, 640/693, d1=0.685, d2=0.667 g=0.823 2/2 [==============================] - 0s 20ms/step >16, 641/693, d1=0.621, d2=0.606 g=0.873 2/2 [==============================] - 0s 19ms/step >16, 642/693, d1=0.673, d2=0.618 g=0.810 2/2 [==============================] - 0s 19ms/step >16, 643/693, d1=0.754, d2=0.694 g=0.783 2/2 [==============================] - 0s 20ms/step >16, 644/693, d1=0.619, d2=0.654 g=0.787 2/2 [==============================] - 0s 19ms/step >16, 645/693, d1=0.632, d2=0.661 g=0.832 2/2 [==============================] - 0s 19ms/step >16, 646/693, d1=0.581, d2=0.669 g=0.836 2/2 [==============================] - 0s 19ms/step >16, 647/693, d1=0.623, d2=0.647 g=0.817 2/2 [==============================] - 0s 19ms/step >16, 648/693, d1=0.637, d2=0.675 g=0.825 2/2 [==============================] - 0s 19ms/step >16, 649/693, d1=0.591, d2=0.617 g=0.837 2/2 [==============================] - 0s 17ms/step >16, 650/693, d1=0.685, d2=0.637 g=0.859 2/2 [==============================] - 0s 21ms/step >16, 651/693, d1=0.679, d2=0.655 g=0.870 2/2 [==============================] - 0s 20ms/step >16, 652/693, d1=0.650, d2=0.663 g=0.838 2/2 [==============================] - 0s 20ms/step >16, 653/693, d1=0.647, d2=0.727 g=0.868 2/2 [==============================] - 0s 20ms/step >16, 654/693, d1=0.650, d2=0.627 g=0.837 2/2 [==============================] - 0s 20ms/step >16, 655/693, d1=0.663, d2=0.653 g=0.830 2/2 [==============================] - 0s 20ms/step >16, 656/693, d1=0.671, d2=0.652 g=0.831 2/2 [==============================] - 0s 21ms/step >16, 657/693, d1=0.629, d2=0.681 g=0.812 2/2 [==============================] - 0s 20ms/step >16, 658/693, d1=0.623, d2=0.659 g=0.817 2/2 [==============================] - 0s 21ms/step >16, 659/693, d1=0.676, d2=0.685 g=0.857 2/2 [==============================] - 0s 20ms/step >16, 660/693, d1=0.709, d2=0.689 g=0.848 2/2 [==============================] - 0s 21ms/step >16, 661/693, d1=0.694, d2=0.704 g=0.849 2/2 [==============================] - 0s 19ms/step >16, 662/693, d1=0.659, d2=0.628 g=0.814 2/2 [==============================] - 0s 20ms/step >16, 663/693, d1=0.674, d2=0.666 g=0.831 2/2 [==============================] - 0s 19ms/step >16, 664/693, d1=0.677, d2=0.671 g=0.855 2/2 [==============================] - 0s 21ms/step >16, 665/693, d1=0.662, d2=0.638 g=0.838 2/2 [==============================] - 0s 19ms/step >16, 666/693, d1=0.663, d2=0.663 g=0.851 2/2 [==============================] - 0s 20ms/step >16, 667/693, d1=0.659, d2=0.640 g=0.830 2/2 [==============================] - 0s 21ms/step >16, 668/693, d1=0.646, d2=0.652 g=0.793 2/2 [==============================] - 0s 20ms/step >16, 669/693, d1=0.672, d2=0.649 g=0.784 2/2 [==============================] - 0s 19ms/step >16, 670/693, d1=0.624, d2=0.707 g=0.855 2/2 [==============================] - 0s 19ms/step >16, 671/693, d1=0.648, d2=0.681 g=0.814 2/2 [==============================] - 0s 20ms/step >16, 672/693, d1=0.606, d2=0.654 g=0.857 2/2 [==============================] - 0s 20ms/step >16, 673/693, d1=0.686, d2=0.657 g=0.856 2/2 [==============================] - 0s 17ms/step >16, 674/693, d1=0.647, d2=0.622 g=0.790 2/2 [==============================] - 0s 17ms/step >16, 675/693, d1=0.716, d2=0.689 g=0.807 2/2 [==============================] - 0s 20ms/step >16, 676/693, d1=0.687, d2=0.638 g=0.778 2/2 [==============================] - 0s 22ms/step >16, 677/693, d1=0.638, d2=0.701 g=0.796 2/2 [==============================] - 0s 20ms/step >16, 678/693, d1=0.634, d2=0.674 g=0.852 2/2 [==============================] - 0s 17ms/step >16, 679/693, d1=0.644, d2=0.691 g=0.855 2/2 [==============================] - 0s 16ms/step >16, 680/693, d1=0.652, d2=0.632 g=0.857 2/2 [==============================] - 0s 19ms/step >16, 681/693, d1=0.713, d2=0.636 g=0.857 2/2 [==============================] - 0s 16ms/step >16, 682/693, d1=0.685, d2=0.649 g=0.843 2/2 [==============================] - 0s 18ms/step >16, 683/693, d1=0.681, d2=0.649 g=0.874 2/2 [==============================] - 0s 17ms/step >16, 684/693, d1=0.654, d2=0.641 g=0.817 2/2 [==============================] - 0s 17ms/step >16, 685/693, d1=0.679, d2=0.677 g=0.841 2/2 [==============================] - 0s 17ms/step >16, 686/693, d1=0.669, d2=0.665 g=0.818 2/2 [==============================] - 0s 17ms/step >16, 687/693, d1=0.646, d2=0.624 g=0.826 2/2 [==============================] - 0s 19ms/step >16, 688/693, d1=0.688, d2=0.658 g=0.821 2/2 [==============================] - 0s 19ms/step >16, 689/693, d1=0.619, d2=0.689 g=0.835 2/2 [==============================] - 0s 19ms/step >16, 690/693, d1=0.643, d2=0.664 g=0.798 2/2 [==============================] - 0s 18ms/step >16, 691/693, d1=0.656, d2=0.671 g=0.869 2/2 [==============================] - 0s 17ms/step >16, 692/693, d1=0.674, d2=0.662 g=0.789 2/2 [==============================] - 0s 18ms/step >16, 693/693, d1=0.632, d2=0.671 g=0.836 2/2 [==============================] - 0s 19ms/step >17, 1/693, d1=0.697, d2=0.696 g=0.814 2/2 [==============================] - 0s 19ms/step >17, 2/693, d1=0.647, d2=0.662 g=0.878 2/2 [==============================] - 0s 18ms/step >17, 3/693, d1=0.713, d2=0.627 g=0.867 2/2 [==============================] - 0s 18ms/step >17, 4/693, d1=0.644, d2=0.626 g=0.835 2/2 [==============================] - 0s 16ms/step >17, 5/693, d1=0.640, d2=0.627 g=0.888 2/2 [==============================] - 0s 23ms/step >17, 6/693, d1=0.687, d2=0.621 g=0.883 2/2 [==============================] - 0s 21ms/step >17, 7/693, d1=0.692, d2=0.627 g=0.821 2/2 [==============================] - 0s 17ms/step >17, 8/693, d1=0.653, d2=0.662 g=0.840 2/2 [==============================] - 0s 18ms/step >17, 9/693, d1=0.656, d2=0.646 g=0.823 2/2 [==============================] - 0s 18ms/step >17, 10/693, d1=0.662, d2=0.615 g=0.819 2/2 [==============================] - 0s 20ms/step >17, 11/693, d1=0.623, d2=0.662 g=0.846 2/2 [==============================] - 0s 20ms/step >17, 12/693, d1=0.626, d2=0.644 g=0.824 2/2 [==============================] - 0s 20ms/step >17, 13/693, d1=0.649, d2=0.640 g=0.849 2/2 [==============================] - 0s 18ms/step >17, 14/693, d1=0.630, d2=0.620 g=0.843 2/2 [==============================] - 0s 18ms/step >17, 15/693, d1=0.705, d2=0.624 g=0.826 2/2 [==============================] - 0s 21ms/step >17, 16/693, d1=0.694, d2=0.741 g=0.855 2/2 [==============================] - 0s 18ms/step >17, 17/693, d1=0.669, d2=0.617 g=0.837 2/2 [==============================] - 0s 19ms/step >17, 18/693, d1=0.670, d2=0.663 g=0.870 2/2 [==============================] - 0s 18ms/step >17, 19/693, d1=0.670, d2=0.665 g=0.803 2/2 [==============================] - 0s 18ms/step >17, 20/693, d1=0.659, d2=0.673 g=0.816 2/2 [==============================] - 0s 20ms/step >17, 21/693, d1=0.588, d2=0.670 g=0.826 2/2 [==============================] - 0s 19ms/step >17, 22/693, d1=0.658, d2=0.646 g=0.864 2/2 [==============================] - 0s 17ms/step >17, 23/693, d1=0.647, d2=0.649 g=0.860 2/2 [==============================] - 0s 18ms/step >17, 24/693, d1=0.672, d2=0.647 g=0.851 2/2 [==============================] - 0s 16ms/step >17, 25/693, d1=0.675, d2=0.621 g=0.833 2/2 [==============================] - 0s 19ms/step >17, 26/693, d1=0.601, d2=0.662 g=0.828 2/2 [==============================] - 0s 17ms/step >17, 27/693, d1=0.645, d2=0.630 g=0.840 2/2 [==============================] - 0s 17ms/step >17, 28/693, d1=0.718, d2=0.608 g=0.841 2/2 [==============================] - 0s 17ms/step >17, 29/693, d1=0.707, d2=0.640 g=0.853 2/2 [==============================] - 0s 16ms/step >17, 30/693, d1=0.628, d2=0.716 g=0.817 2/2 [==============================] - 0s 17ms/step >17, 31/693, d1=0.651, d2=0.659 g=0.847 2/2 [==============================] - 0s 17ms/step >17, 32/693, d1=0.712, d2=0.675 g=0.813 2/2 [==============================] - 0s 21ms/step >17, 33/693, d1=0.701, d2=0.660 g=0.826 2/2 [==============================] - 0s 20ms/step >17, 34/693, d1=0.674, d2=0.664 g=0.845 2/2 [==============================] - 0s 20ms/step >17, 35/693, d1=0.645, d2=0.674 g=0.838 2/2 [==============================] - 0s 17ms/step >17, 36/693, d1=0.683, d2=0.657 g=0.794 2/2 [==============================] - 0s 17ms/step >17, 37/693, d1=0.668, d2=0.691 g=0.830 2/2 [==============================] - 0s 18ms/step >17, 38/693, d1=0.637, d2=0.633 g=0.836 2/2 [==============================] - 0s 21ms/step >17, 39/693, d1=0.635, d2=0.629 g=0.855 2/2 [==============================] - 0s 16ms/step >17, 40/693, d1=0.636, d2=0.692 g=0.815 2/2 [==============================] - 0s 17ms/step >17, 41/693, d1=0.606, d2=0.689 g=0.828 2/2 [==============================] - 0s 16ms/step >17, 42/693, d1=0.633, d2=0.620 g=0.859 2/2 [==============================] - 0s 17ms/step >17, 43/693, d1=0.668, d2=0.652 g=0.877 2/2 [==============================] - 0s 17ms/step >17, 44/693, d1=0.701, d2=0.623 g=0.834 2/2 [==============================] - 0s 18ms/step >17, 45/693, d1=0.628, d2=0.636 g=0.851 2/2 [==============================] - 0s 17ms/step >17, 46/693, d1=0.743, d2=0.693 g=0.813 2/2 [==============================] - 0s 17ms/step >17, 47/693, d1=0.637, d2=0.640 g=0.829 2/2 [==============================] - 0s 19ms/step >17, 48/693, d1=0.687, d2=0.722 g=0.853 2/2 [==============================] - 0s 18ms/step >17, 49/693, d1=0.656, d2=0.617 g=0.812 2/2 [==============================] - 0s 17ms/step >17, 50/693, d1=0.659, d2=0.673 g=0.863 2/2 [==============================] - 0s 20ms/step >17, 51/693, d1=0.634, d2=0.677 g=0.859 2/2 [==============================] - 0s 18ms/step >17, 52/693, d1=0.667, d2=0.717 g=0.852 2/2 [==============================] - 0s 17ms/step >17, 53/693, d1=0.642, d2=0.652 g=0.837 2/2 [==============================] - 0s 18ms/step >17, 54/693, d1=0.699, d2=0.642 g=0.874 2/2 [==============================] - 0s 16ms/step >17, 55/693, d1=0.688, d2=0.642 g=0.833 2/2 [==============================] - 0s 17ms/step >17, 56/693, d1=0.739, d2=0.620 g=0.862 2/2 [==============================] - 0s 17ms/step >17, 57/693, d1=0.653, d2=0.641 g=0.799 2/2 [==============================] - 0s 18ms/step >17, 58/693, d1=0.656, d2=0.623 g=0.852 2/2 [==============================] - 0s 17ms/step >17, 59/693, d1=0.691, d2=0.624 g=0.809 2/2 [==============================] - 0s 16ms/step >17, 60/693, d1=0.614, d2=0.620 g=0.771 2/2 [==============================] - 0s 17ms/step >17, 61/693, d1=0.606, d2=0.701 g=0.788 2/2 [==============================] - 0s 19ms/step >17, 62/693, d1=0.689, d2=0.658 g=0.798 2/2 [==============================] - 0s 20ms/step >17, 63/693, d1=0.666, d2=0.694 g=0.829 2/2 [==============================] - 0s 18ms/step >17, 64/693, d1=0.683, d2=0.687 g=0.843 2/2 [==============================] - 0s 16ms/step >17, 65/693, d1=0.662, d2=0.640 g=0.856 2/2 [==============================] - 0s 18ms/step >17, 66/693, d1=0.724, d2=0.693 g=0.844 2/2 [==============================] - 0s 17ms/step >17, 67/693, d1=0.644, d2=0.668 g=0.827 2/2 [==============================] - 0s 20ms/step >17, 68/693, d1=0.669, d2=0.613 g=0.832 2/2 [==============================] - 0s 16ms/step >17, 69/693, d1=0.639, d2=0.693 g=0.856 2/2 [==============================] - 0s 17ms/step >17, 70/693, d1=0.676, d2=0.643 g=0.820 2/2 [==============================] - 0s 24ms/step >17, 71/693, d1=0.655, d2=0.650 g=0.826 2/2 [==============================] - 0s 16ms/step >17, 72/693, d1=0.649, d2=0.636 g=0.857 2/2 [==============================] - 0s 17ms/step >17, 73/693, d1=0.643, d2=0.643 g=0.828 2/2 [==============================] - 0s 16ms/step >17, 74/693, d1=0.677, d2=0.642 g=0.868 2/2 [==============================] - 0s 17ms/step >17, 75/693, d1=0.671, d2=0.661 g=0.813 2/2 [==============================] - 0s 17ms/step >17, 76/693, d1=0.646, d2=0.653 g=0.824 2/2 [==============================] - 0s 17ms/step >17, 77/693, d1=0.680, d2=0.656 g=0.807 2/2 [==============================] - 0s 16ms/step >17, 78/693, d1=0.648, d2=0.666 g=0.828 2/2 [==============================] - 0s 17ms/step >17, 79/693, d1=0.636, d2=0.696 g=0.837 2/2 [==============================] - 0s 18ms/step >17, 80/693, d1=0.713, d2=0.693 g=0.787 2/2 [==============================] - 0s 17ms/step >17, 81/693, d1=0.653, d2=0.692 g=0.824 2/2 [==============================] - 0s 18ms/step >17, 82/693, d1=0.653, d2=0.669 g=0.790 2/2 [==============================] - 0s 17ms/step >17, 83/693, d1=0.618, d2=0.705 g=0.797 2/2 [==============================] - 0s 18ms/step >17, 84/693, d1=0.665, d2=0.684 g=0.844 2/2 [==============================] - 0s 16ms/step >17, 85/693, d1=0.633, d2=0.639 g=0.795 2/2 [==============================] - 0s 16ms/step >17, 86/693, d1=0.705, d2=0.695 g=0.790 2/2 [==============================] - 0s 18ms/step >17, 87/693, d1=0.633, d2=0.674 g=0.806 2/2 [==============================] - 0s 18ms/step >17, 88/693, d1=0.629, d2=0.699 g=0.824 2/2 [==============================] - 0s 17ms/step >17, 89/693, d1=0.689, d2=0.616 g=0.819 2/2 [==============================] - 0s 17ms/step >17, 90/693, d1=0.645, d2=0.686 g=0.858 2/2 [==============================] - 0s 16ms/step >17, 91/693, d1=0.717, d2=0.650 g=0.920 2/2 [==============================] - 0s 19ms/step >17, 92/693, d1=0.716, d2=0.637 g=0.836 2/2 [==============================] - 0s 17ms/step >17, 93/693, d1=0.681, d2=0.615 g=0.848 2/2 [==============================] - 0s 17ms/step >17, 94/693, d1=0.746, d2=0.703 g=0.834 2/2 [==============================] - 0s 17ms/step >17, 95/693, d1=0.697, d2=0.641 g=0.822 2/2 [==============================] - 0s 17ms/step >17, 96/693, d1=0.658, d2=0.673 g=0.781 2/2 [==============================] - 0s 19ms/step >17, 97/693, d1=0.637, d2=0.747 g=0.828 2/2 [==============================] - 0s 17ms/step >17, 98/693, d1=0.674, d2=0.690 g=0.842 2/2 [==============================] - 0s 17ms/step >17, 99/693, d1=0.688, d2=0.638 g=0.838 2/2 [==============================] - 0s 17ms/step >17, 100/693, d1=0.737, d2=0.667 g=0.840 2/2 [==============================] - 0s 18ms/step >17, 101/693, d1=0.637, d2=0.684 g=0.850 2/2 [==============================] - 0s 18ms/step >17, 102/693, d1=0.636, d2=0.685 g=0.828 2/2 [==============================] - 0s 18ms/step >17, 103/693, d1=0.632, d2=0.692 g=0.839 2/2 [==============================] - 0s 17ms/step >17, 104/693, d1=0.699, d2=0.623 g=0.833 2/2 [==============================] - 0s 17ms/step >17, 105/693, d1=0.646, d2=0.598 g=0.862 2/2 [==============================] - 0s 16ms/step >17, 106/693, d1=0.680, d2=0.658 g=0.809 2/2 [==============================] - 0s 16ms/step >17, 107/693, d1=0.688, d2=0.657 g=0.839 2/2 [==============================] - 0s 16ms/step >17, 108/693, d1=0.681, d2=0.659 g=0.794 2/2 [==============================] - 0s 17ms/step >17, 109/693, d1=0.707, d2=0.718 g=0.802 2/2 [==============================] - 0s 18ms/step >17, 110/693, d1=0.615, d2=0.695 g=0.814 2/2 [==============================] - 0s 17ms/step >17, 111/693, d1=0.695, d2=0.676 g=0.814 2/2 [==============================] - 0s 19ms/step >17, 112/693, d1=0.674, d2=0.628 g=0.828 2/2 [==============================] - 0s 17ms/step >17, 113/693, d1=0.675, d2=0.635 g=0.853 2/2 [==============================] - 0s 18ms/step >17, 114/693, d1=0.669, d2=0.641 g=0.819 2/2 [==============================] - 0s 17ms/step >17, 115/693, d1=0.654, d2=0.692 g=0.853 2/2 [==============================] - 0s 17ms/step >17, 116/693, d1=0.683, d2=0.655 g=0.839 2/2 [==============================] - 0s 18ms/step >17, 117/693, d1=0.707, d2=0.652 g=0.825 2/2 [==============================] - 0s 17ms/step >17, 118/693, d1=0.633, d2=0.626 g=0.860 2/2 [==============================] - 0s 16ms/step >17, 119/693, d1=0.674, d2=0.722 g=0.827 2/2 [==============================] - 0s 16ms/step >17, 120/693, d1=0.645, d2=0.644 g=0.825 2/2 [==============================] - 0s 17ms/step >17, 121/693, d1=0.683, d2=0.657 g=0.833 2/2 [==============================] - 0s 16ms/step >17, 122/693, d1=0.678, d2=0.642 g=0.809 2/2 [==============================] - 0s 16ms/step >17, 123/693, d1=0.634, d2=0.656 g=0.859 2/2 [==============================] - 0s 17ms/step >17, 124/693, d1=0.642, d2=0.687 g=0.830 2/2 [==============================] - 0s 17ms/step >17, 125/693, d1=0.674, d2=0.657 g=0.831 2/2 [==============================] - 0s 19ms/step >17, 126/693, d1=0.698, d2=0.688 g=0.838 2/2 [==============================] - 0s 17ms/step >17, 127/693, d1=0.656, d2=0.670 g=0.803 2/2 [==============================] - 0s 17ms/step >17, 128/693, d1=0.653, d2=0.722 g=0.801 2/2 [==============================] - 0s 17ms/step >17, 129/693, d1=0.661, d2=0.643 g=0.814 2/2 [==============================] - 0s 18ms/step >17, 130/693, d1=0.626, d2=0.661 g=0.835 2/2 [==============================] - 0s 19ms/step >17, 131/693, d1=0.633, d2=0.667 g=0.797 2/2 [==============================] - 0s 17ms/step >17, 132/693, d1=0.696, d2=0.701 g=0.791 2/2 [==============================] - 0s 17ms/step >17, 133/693, d1=0.661, d2=0.679 g=0.788 2/2 [==============================] - 0s 17ms/step >17, 134/693, d1=0.609, d2=0.711 g=0.780 2/2 [==============================] - 0s 15ms/step >17, 135/693, d1=0.650, d2=0.632 g=0.776 2/2 [==============================] - 0s 17ms/step >17, 136/693, d1=0.642, d2=0.630 g=0.833 2/2 [==============================] - 0s 17ms/step >17, 137/693, d1=0.639, d2=0.662 g=0.835 2/2 [==============================] - 0s 17ms/step >17, 138/693, d1=0.666, d2=0.687 g=0.809 2/2 [==============================] - 0s 17ms/step >17, 139/693, d1=0.684, d2=0.648 g=0.782 2/2 [==============================] - 0s 16ms/step >17, 140/693, d1=0.667, d2=0.657 g=0.864 2/2 [==============================] - 0s 19ms/step >17, 141/693, d1=0.635, d2=0.605 g=0.824 2/2 [==============================] - 0s 17ms/step >17, 142/693, d1=0.693, d2=0.649 g=0.855 2/2 [==============================] - 0s 17ms/step >17, 143/693, d1=0.674, d2=0.723 g=0.818 2/2 [==============================] - 0s 17ms/step >17, 144/693, d1=0.672, d2=0.622 g=0.811 2/2 [==============================] - 0s 17ms/step >17, 145/693, d1=0.685, d2=0.656 g=0.838 2/2 [==============================] - 0s 17ms/step >17, 146/693, d1=0.637, d2=0.700 g=0.820 2/2 [==============================] - 0s 18ms/step >17, 147/693, d1=0.616, d2=0.669 g=0.815 2/2 [==============================] - 0s 18ms/step >17, 148/693, d1=0.619, d2=0.678 g=0.835 2/2 [==============================] - 0s 17ms/step >17, 149/693, d1=0.678, d2=0.614 g=0.825 2/2 [==============================] - 0s 16ms/step >17, 150/693, d1=0.695, d2=0.654 g=0.854 2/2 [==============================] - 0s 16ms/step >17, 151/693, d1=0.677, d2=0.658 g=0.827 2/2 [==============================] - 0s 17ms/step >17, 152/693, d1=0.697, d2=0.670 g=0.794 2/2 [==============================] - 0s 17ms/step >17, 153/693, d1=0.647, d2=0.659 g=0.853 2/2 [==============================] - 0s 17ms/step >17, 154/693, d1=0.604, d2=0.673 g=0.797 2/2 [==============================] - 0s 17ms/step >17, 155/693, d1=0.720, d2=0.640 g=0.836 2/2 [==============================] - 0s 17ms/step >17, 156/693, d1=0.674, d2=0.653 g=0.800 2/2 [==============================] - 0s 18ms/step >17, 157/693, d1=0.668, d2=0.725 g=0.793 2/2 [==============================] - 0s 17ms/step >17, 158/693, d1=0.673, d2=0.674 g=0.800 2/2 [==============================] - 0s 17ms/step >17, 159/693, d1=0.618, d2=0.621 g=0.816 2/2 [==============================] - 0s 19ms/step >17, 160/693, d1=0.646, d2=0.677 g=0.817 2/2 [==============================] - 0s 20ms/step >17, 161/693, d1=0.624, d2=0.624 g=0.844 2/2 [==============================] - 0s 18ms/step >17, 162/693, d1=0.696, d2=0.635 g=0.816 2/2 [==============================] - 0s 16ms/step >17, 163/693, d1=0.640, d2=0.631 g=0.824 2/2 [==============================] - 0s 18ms/step >17, 164/693, d1=0.612, d2=0.653 g=0.822 2/2 [==============================] - 0s 16ms/step >17, 165/693, d1=0.620, d2=0.629 g=0.773 2/2 [==============================] - 0s 17ms/step >17, 166/693, d1=0.620, d2=0.664 g=0.787 2/2 [==============================] - 0s 16ms/step >17, 167/693, d1=0.584, d2=0.697 g=0.799 2/2 [==============================] - 0s 17ms/step >17, 168/693, d1=0.724, d2=0.631 g=0.830 2/2 [==============================] - 0s 18ms/step >17, 169/693, d1=0.626, d2=0.666 g=0.788 2/2 [==============================] - 0s 18ms/step >17, 170/693, d1=0.670, d2=0.669 g=0.841 2/2 [==============================] - 0s 18ms/step >17, 171/693, d1=0.696, d2=0.638 g=0.856 2/2 [==============================] - 0s 18ms/step >17, 172/693, d1=0.677, d2=0.656 g=0.818 2/2 [==============================] - 0s 18ms/step >17, 173/693, d1=0.613, d2=0.686 g=0.846 2/2 [==============================] - 0s 17ms/step >17, 174/693, d1=0.719, d2=0.637 g=0.827 2/2 [==============================] - 0s 16ms/step >17, 175/693, d1=0.669, d2=0.624 g=0.873 2/2 [==============================] - 0s 17ms/step >17, 176/693, d1=0.631, d2=0.655 g=0.860 2/2 [==============================] - 0s 18ms/step >17, 177/693, d1=0.699, d2=0.669 g=0.843 2/2 [==============================] - 0s 17ms/step >17, 178/693, d1=0.654, d2=0.675 g=0.866 2/2 [==============================] - 0s 16ms/step >17, 179/693, d1=0.649, d2=0.658 g=0.883 2/2 [==============================] - 0s 19ms/step >17, 180/693, d1=0.738, d2=0.634 g=0.831 2/2 [==============================] - 0s 18ms/step >17, 181/693, d1=0.694, d2=0.649 g=0.864 2/2 [==============================] - 0s 17ms/step >17, 182/693, d1=0.691, d2=0.636 g=0.841 2/2 [==============================] - 0s 17ms/step >17, 183/693, d1=0.653, d2=0.638 g=0.871 2/2 [==============================] - 0s 16ms/step >17, 184/693, d1=0.647, d2=0.668 g=0.828 2/2 [==============================] - 0s 16ms/step >17, 185/693, d1=0.677, d2=0.655 g=0.819 2/2 [==============================] - 0s 17ms/step >17, 186/693, d1=0.685, d2=0.672 g=0.797 2/2 [==============================] - 0s 17ms/step >17, 187/693, d1=0.629, d2=0.649 g=0.805 2/2 [==============================] - 0s 18ms/step >17, 188/693, d1=0.630, d2=0.655 g=0.796 2/2 [==============================] - 0s 18ms/step >17, 189/693, d1=0.590, d2=0.655 g=0.816 2/2 [==============================] - 0s 16ms/step >17, 190/693, d1=0.666, d2=0.695 g=0.838 2/2 [==============================] - 0s 17ms/step >17, 191/693, d1=0.680, d2=0.692 g=0.800 2/2 [==============================] - 0s 18ms/step >17, 192/693, d1=0.669, d2=0.631 g=0.829 2/2 [==============================] - 0s 19ms/step >17, 193/693, d1=0.667, d2=0.668 g=0.875 2/2 [==============================] - 0s 17ms/step >17, 194/693, d1=0.665, d2=0.653 g=0.851 2/2 [==============================] - 0s 19ms/step >17, 195/693, d1=0.646, d2=0.677 g=0.813 2/2 [==============================] - 0s 17ms/step >17, 196/693, d1=0.694, d2=0.661 g=0.823 2/2 [==============================] - 0s 16ms/step >17, 197/693, d1=0.661, d2=0.634 g=0.814 2/2 [==============================] - 0s 17ms/step >17, 198/693, d1=0.686, d2=0.689 g=0.793 2/2 [==============================] - 0s 16ms/step >17, 199/693, d1=0.624, d2=0.658 g=0.827 2/2 [==============================] - 0s 17ms/step >17, 200/693, d1=0.638, d2=0.617 g=0.813 2/2 [==============================] - 0s 16ms/step >17, 201/693, d1=0.652, d2=0.658 g=0.803 2/2 [==============================] - 0s 18ms/step >17, 202/693, d1=0.681, d2=0.674 g=0.833 2/2 [==============================] - 0s 17ms/step >17, 203/693, d1=0.647, d2=0.655 g=0.835 2/2 [==============================] - 0s 16ms/step >17, 204/693, d1=0.644, d2=0.664 g=0.817 2/2 [==============================] - 0s 19ms/step >17, 205/693, d1=0.633, d2=0.608 g=0.820 2/2 [==============================] - 0s 17ms/step >17, 206/693, d1=0.615, d2=0.673 g=0.841 2/2 [==============================] - 0s 18ms/step >17, 207/693, d1=0.642, d2=0.611 g=0.820 2/2 [==============================] - 0s 19ms/step >17, 208/693, d1=0.684, d2=0.677 g=0.794 2/2 [==============================] - 0s 19ms/step >17, 209/693, d1=0.692, d2=0.653 g=0.822 2/2 [==============================] - 0s 17ms/step >17, 210/693, d1=0.648, d2=0.655 g=0.856 2/2 [==============================] - 0s 18ms/step >17, 211/693, d1=0.664, d2=0.646 g=0.810 2/2 [==============================] - 0s 16ms/step >17, 212/693, d1=0.678, d2=0.697 g=0.820 2/2 [==============================] - 0s 16ms/step >17, 213/693, d1=0.622, d2=0.612 g=0.838 2/2 [==============================] - 0s 18ms/step >17, 214/693, d1=0.654, d2=0.648 g=0.825 2/2 [==============================] - 0s 17ms/step >17, 215/693, d1=0.621, d2=0.647 g=0.819 2/2 [==============================] - 0s 17ms/step >17, 216/693, d1=0.653, d2=0.673 g=0.820 2/2 [==============================] - 0s 16ms/step >17, 217/693, d1=0.649, d2=0.690 g=0.841 2/2 [==============================] - 0s 17ms/step >17, 218/693, d1=0.679, d2=0.678 g=0.786 2/2 [==============================] - 0s 17ms/step >17, 219/693, d1=0.642, d2=0.691 g=0.817 2/2 [==============================] - 0s 19ms/step >17, 220/693, d1=0.673, d2=0.698 g=0.846 2/2 [==============================] - 0s 17ms/step >17, 221/693, d1=0.656, d2=0.638 g=0.836 2/2 [==============================] - 0s 17ms/step >17, 222/693, d1=0.740, d2=0.638 g=0.800 2/2 [==============================] - 0s 17ms/step >17, 223/693, d1=0.617, d2=0.671 g=0.856 2/2 [==============================] - 0s 20ms/step >17, 224/693, d1=0.704, d2=0.636 g=0.837 2/2 [==============================] - 0s 17ms/step >17, 225/693, d1=0.659, d2=0.637 g=0.823 2/2 [==============================] - 0s 18ms/step >17, 226/693, d1=0.647, d2=0.661 g=0.787 2/2 [==============================] - 0s 19ms/step >17, 227/693, d1=0.637, d2=0.680 g=0.811 2/2 [==============================] - 0s 19ms/step >17, 228/693, d1=0.620, d2=0.665 g=0.825 2/2 [==============================] - 0s 18ms/step >17, 229/693, d1=0.644, d2=0.667 g=0.841 2/2 [==============================] - 0s 18ms/step >17, 230/693, d1=0.639, d2=0.711 g=0.811 2/2 [==============================] - 0s 17ms/step >17, 231/693, d1=0.665, d2=0.665 g=0.805 2/2 [==============================] - 0s 17ms/step >17, 232/693, d1=0.614, d2=0.648 g=0.822 2/2 [==============================] - 0s 16ms/step >17, 233/693, d1=0.645, d2=0.628 g=0.858 2/2 [==============================] - 0s 16ms/step >17, 234/693, d1=0.674, d2=0.652 g=0.825 2/2 [==============================] - 0s 16ms/step >17, 235/693, d1=0.714, d2=0.658 g=0.875 2/2 [==============================] - 0s 18ms/step >17, 236/693, d1=0.646, d2=0.611 g=0.879 2/2 [==============================] - 0s 17ms/step >17, 237/693, d1=0.641, d2=0.591 g=0.837 2/2 [==============================] - 0s 18ms/step >17, 238/693, d1=0.686, d2=0.692 g=0.797 2/2 [==============================] - 0s 18ms/step >17, 239/693, d1=0.586, d2=0.651 g=0.832 2/2 [==============================] - 0s 16ms/step >17, 240/693, d1=0.616, d2=0.606 g=0.873 2/2 [==============================] - 0s 21ms/step >17, 241/693, d1=0.682, d2=0.663 g=0.813 2/2 [==============================] - 0s 17ms/step >17, 242/693, d1=0.681, d2=0.742 g=0.861 2/2 [==============================] - 0s 19ms/step >17, 243/693, d1=0.733, d2=0.647 g=0.835 2/2 [==============================] - 0s 18ms/step >17, 244/693, d1=0.666, d2=0.676 g=0.823 2/2 [==============================] - 0s 19ms/step >17, 245/693, d1=0.662, d2=0.651 g=0.840 2/2 [==============================] - 0s 17ms/step >17, 246/693, d1=0.641, d2=0.684 g=0.835 2/2 [==============================] - 0s 16ms/step >17, 247/693, d1=0.634, d2=0.689 g=0.840 2/2 [==============================] - 0s 17ms/step >17, 248/693, d1=0.651, d2=0.666 g=0.841 2/2 [==============================] - 0s 17ms/step >17, 249/693, d1=0.655, d2=0.657 g=0.828 2/2 [==============================] - 0s 16ms/step >17, 250/693, d1=0.631, d2=0.664 g=0.870 2/2 [==============================] - 0s 18ms/step >17, 251/693, d1=0.638, d2=0.650 g=0.791 2/2 [==============================] - 0s 17ms/step >17, 252/693, d1=0.646, d2=0.663 g=0.796 2/2 [==============================] - 0s 17ms/step >17, 253/693, d1=0.655, d2=0.669 g=0.770 2/2 [==============================] - 0s 16ms/step >17, 254/693, d1=0.658, d2=0.640 g=0.842 2/2 [==============================] - 0s 18ms/step >17, 255/693, d1=0.639, d2=0.660 g=0.834 2/2 [==============================] - 0s 18ms/step >17, 256/693, d1=0.663, d2=0.711 g=0.796 2/2 [==============================] - 0s 18ms/step >17, 257/693, d1=0.680, d2=0.657 g=0.816 2/2 [==============================] - 0s 19ms/step >17, 258/693, d1=0.627, d2=0.629 g=0.803 2/2 [==============================] - 0s 16ms/step >17, 259/693, d1=0.631, d2=0.669 g=0.819 2/2 [==============================] - 0s 16ms/step >17, 260/693, d1=0.617, d2=0.624 g=0.823 2/2 [==============================] - 0s 17ms/step >17, 261/693, d1=0.678, d2=0.658 g=0.787 2/2 [==============================] - 0s 17ms/step >17, 262/693, d1=0.651, d2=0.701 g=0.822 2/2 [==============================] - 0s 17ms/step >17, 263/693, d1=0.622, d2=0.643 g=0.798 2/2 [==============================] - 0s 16ms/step >17, 264/693, d1=0.631, d2=0.662 g=0.822 2/2 [==============================] - 0s 17ms/step >17, 265/693, d1=0.666, d2=0.631 g=0.826 2/2 [==============================] - 0s 17ms/step >17, 266/693, d1=0.696, d2=0.659 g=0.806 2/2 [==============================] - 0s 18ms/step >17, 267/693, d1=0.664, d2=0.692 g=0.818 2/2 [==============================] - 0s 16ms/step >17, 268/693, d1=0.620, d2=0.647 g=0.835 2/2 [==============================] - 0s 18ms/step >17, 269/693, d1=0.656, d2=0.654 g=0.848 2/2 [==============================] - 0s 19ms/step >17, 270/693, d1=0.628, d2=0.620 g=0.826 2/2 [==============================] - 0s 17ms/step >17, 271/693, d1=0.627, d2=0.711 g=0.837 2/2 [==============================] - 0s 20ms/step >17, 272/693, d1=0.680, d2=0.674 g=0.839 2/2 [==============================] - 0s 17ms/step >17, 273/693, d1=0.634, d2=0.640 g=0.798 2/2 [==============================] - 0s 16ms/step >17, 274/693, d1=0.598, d2=0.664 g=0.814 2/2 [==============================] - 0s 16ms/step >17, 275/693, d1=0.630, d2=0.693 g=0.806 2/2 [==============================] - 0s 17ms/step >17, 276/693, d1=0.671, d2=0.660 g=0.880 2/2 [==============================] - 0s 16ms/step >17, 277/693, d1=0.685, d2=0.590 g=0.842 2/2 [==============================] - 0s 17ms/step >17, 278/693, d1=0.562, d2=0.659 g=0.870 2/2 [==============================] - 0s 16ms/step >17, 279/693, d1=0.695, d2=0.614 g=0.838 2/2 [==============================] - 0s 17ms/step >17, 280/693, d1=0.649, d2=0.650 g=0.893 2/2 [==============================] - 0s 18ms/step >17, 281/693, d1=0.650, d2=0.611 g=0.884 2/2 [==============================] - 0s 17ms/step >17, 282/693, d1=0.697, d2=0.648 g=0.870 2/2 [==============================] - 0s 19ms/step >17, 283/693, d1=0.695, d2=0.653 g=0.856 2/2 [==============================] - 0s 16ms/step >17, 284/693, d1=0.659, d2=0.654 g=0.879 2/2 [==============================] - 0s 20ms/step >17, 285/693, d1=0.718, d2=0.647 g=0.836 2/2 [==============================] - 0s 15ms/step >17, 286/693, d1=0.684, d2=0.679 g=0.851 2/2 [==============================] - 0s 17ms/step >17, 287/693, d1=0.614, d2=0.636 g=0.872 2/2 [==============================] - 0s 18ms/step >17, 288/693, d1=0.691, d2=0.617 g=0.834 2/2 [==============================] - 0s 18ms/step >17, 289/693, d1=0.615, d2=0.658 g=0.793 2/2 [==============================] - 0s 19ms/step >17, 290/693, d1=0.650, d2=0.656 g=0.789 2/2 [==============================] - 0s 17ms/step >17, 291/693, d1=0.628, d2=0.665 g=0.822 2/2 [==============================] - 0s 17ms/step >17, 292/693, d1=0.628, d2=0.707 g=0.851 2/2 [==============================] - 0s 18ms/step >17, 293/693, d1=0.715, d2=0.677 g=0.869 2/2 [==============================] - 0s 17ms/step >17, 294/693, d1=0.738, d2=0.676 g=0.864 2/2 [==============================] - 0s 17ms/step >17, 295/693, d1=0.628, d2=0.613 g=0.850 2/2 [==============================] - 0s 18ms/step >17, 296/693, d1=0.679, d2=0.614 g=0.837 2/2 [==============================] - 0s 19ms/step >17, 297/693, d1=0.706, d2=0.664 g=0.825 2/2 [==============================] - 0s 17ms/step >17, 298/693, d1=0.627, d2=0.677 g=0.854 2/2 [==============================] - 0s 17ms/step >17, 299/693, d1=0.644, d2=0.601 g=0.865 2/2 [==============================] - 0s 18ms/step >17, 300/693, d1=0.723, d2=0.632 g=0.802 2/2 [==============================] - 0s 17ms/step >17, 301/693, d1=0.610, d2=0.649 g=0.811 2/2 [==============================] - 0s 17ms/step >17, 302/693, d1=0.628, d2=0.689 g=0.848 2/2 [==============================] - 0s 18ms/step >17, 303/693, d1=0.696, d2=0.631 g=0.827 2/2 [==============================] - 0s 18ms/step >17, 304/693, d1=0.662, d2=0.658 g=0.810 2/2 [==============================] - 0s 17ms/step >17, 305/693, d1=0.685, d2=0.655 g=0.854 2/2 [==============================] - 0s 18ms/step >17, 306/693, d1=0.645, d2=0.672 g=0.797 2/2 [==============================] - 0s 18ms/step >17, 307/693, d1=0.645, d2=0.673 g=0.807 2/2 [==============================] - 0s 17ms/step >17, 308/693, d1=0.670, d2=0.665 g=0.842 2/2 [==============================] - 0s 19ms/step >17, 309/693, d1=0.660, d2=0.681 g=0.834 2/2 [==============================] - 0s 17ms/step >17, 310/693, d1=0.667, d2=0.673 g=0.804 2/2 [==============================] - 0s 17ms/step >17, 311/693, d1=0.629, d2=0.713 g=0.799 2/2 [==============================] - 0s 17ms/step >17, 312/693, d1=0.634, d2=0.672 g=0.833 2/2 [==============================] - 0s 19ms/step >17, 313/693, d1=0.638, d2=0.645 g=0.843 2/2 [==============================] - 0s 17ms/step >17, 314/693, d1=0.668, d2=0.677 g=0.805 2/2 [==============================] - 0s 17ms/step >17, 315/693, d1=0.628, d2=0.638 g=0.797 2/2 [==============================] - 0s 18ms/step >17, 316/693, d1=0.595, d2=0.669 g=0.855 2/2 [==============================] - 0s 18ms/step >17, 317/693, d1=0.650, d2=0.654 g=0.823 2/2 [==============================] - 0s 19ms/step >17, 318/693, d1=0.624, d2=0.621 g=0.820 2/2 [==============================] - 0s 18ms/step >17, 319/693, d1=0.681, d2=0.648 g=0.848 2/2 [==============================] - 0s 17ms/step >17, 320/693, d1=0.649, d2=0.636 g=0.907 2/2 [==============================] - 0s 17ms/step >17, 321/693, d1=0.641, d2=0.624 g=0.891 2/2 [==============================] - 0s 19ms/step >17, 322/693, d1=0.658, d2=0.644 g=0.877 2/2 [==============================] - 0s 16ms/step >17, 323/693, d1=0.686, d2=0.649 g=0.868 2/2 [==============================] - 0s 17ms/step >17, 324/693, d1=0.677, d2=0.662 g=0.826 2/2 [==============================] - 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0s 17ms/step >17, 336/693, d1=0.653, d2=0.636 g=0.870 2/2 [==============================] - 0s 17ms/step >17, 337/693, d1=0.736, d2=0.652 g=0.870 2/2 [==============================] - 0s 16ms/step >17, 338/693, d1=0.685, d2=0.651 g=0.860 2/2 [==============================] - 0s 17ms/step >17, 339/693, d1=0.657, d2=0.666 g=0.780 2/2 [==============================] - 0s 16ms/step >17, 340/693, d1=0.638, d2=0.709 g=0.806 2/2 [==============================] - 0s 17ms/step >17, 341/693, d1=0.637, d2=0.724 g=0.816 2/2 [==============================] - 0s 17ms/step >17, 342/693, d1=0.599, d2=0.672 g=0.819 2/2 [==============================] - 0s 17ms/step >17, 343/693, d1=0.690, d2=0.633 g=0.826 2/2 [==============================] - 0s 16ms/step >17, 344/693, d1=0.665, d2=0.632 g=0.844 2/2 [==============================] - 0s 17ms/step >17, 345/693, d1=0.682, d2=0.618 g=0.853 2/2 [==============================] - 0s 16ms/step >17, 346/693, d1=0.659, d2=0.664 g=0.813 2/2 [==============================] - 0s 18ms/step >17, 347/693, d1=0.634, d2=0.637 g=0.819 2/2 [==============================] - 0s 16ms/step >17, 348/693, d1=0.660, d2=0.632 g=0.833 2/2 [==============================] - 0s 17ms/step >17, 349/693, d1=0.668, d2=0.653 g=0.824 2/2 [==============================] - 0s 16ms/step >17, 350/693, d1=0.639, d2=0.689 g=0.836 2/2 [==============================] - 0s 18ms/step >17, 351/693, d1=0.619, d2=0.641 g=0.862 2/2 [==============================] - 0s 17ms/step >17, 352/693, d1=0.636, d2=0.735 g=0.850 2/2 [==============================] - 0s 17ms/step >17, 353/693, d1=0.700, d2=0.669 g=0.824 2/2 [==============================] - 0s 16ms/step >17, 354/693, d1=0.644, d2=0.668 g=0.817 2/2 [==============================] - 0s 17ms/step >17, 355/693, d1=0.676, d2=0.645 g=0.849 2/2 [==============================] - 0s 16ms/step >17, 356/693, d1=0.677, d2=0.649 g=0.791 2/2 [==============================] - 0s 17ms/step >17, 357/693, d1=0.662, d2=0.725 g=0.829 2/2 [==============================] - 0s 18ms/step >17, 358/693, d1=0.675, d2=0.690 g=0.822 2/2 [==============================] - 0s 17ms/step >17, 359/693, d1=0.648, d2=0.653 g=0.805 2/2 [==============================] - 0s 19ms/step >17, 360/693, d1=0.597, d2=0.651 g=0.866 2/2 [==============================] - 0s 18ms/step >17, 361/693, d1=0.700, d2=0.602 g=0.829 2/2 [==============================] - 0s 17ms/step >17, 362/693, d1=0.688, d2=0.667 g=0.858 2/2 [==============================] - 0s 18ms/step >17, 363/693, d1=0.637, d2=0.620 g=0.871 2/2 [==============================] - 0s 17ms/step >17, 364/693, d1=0.694, d2=0.685 g=0.849 2/2 [==============================] - 0s 19ms/step >17, 365/693, d1=0.642, d2=0.676 g=0.823 2/2 [==============================] - 0s 17ms/step >17, 366/693, d1=0.661, d2=0.649 g=0.830 2/2 [==============================] - 0s 17ms/step >17, 367/693, d1=0.661, d2=0.622 g=0.843 2/2 [==============================] - 0s 17ms/step >17, 368/693, d1=0.652, d2=0.653 g=0.809 2/2 [==============================] - 0s 16ms/step >17, 369/693, d1=0.651, d2=0.610 g=0.812 2/2 [==============================] - 0s 17ms/step >17, 370/693, d1=0.698, d2=0.665 g=0.795 2/2 [==============================] - 0s 17ms/step >17, 371/693, d1=0.623, d2=0.705 g=0.834 2/2 [==============================] - 0s 21ms/step >17, 372/693, d1=0.632, d2=0.665 g=0.830 2/2 [==============================] - 0s 18ms/step >17, 373/693, d1=0.610, d2=0.669 g=0.787 2/2 [==============================] - 0s 18ms/step >17, 374/693, d1=0.640, d2=0.663 g=0.836 2/2 [==============================] - 0s 18ms/step >17, 375/693, d1=0.585, d2=0.634 g=0.829 2/2 [==============================] - 0s 20ms/step >17, 376/693, d1=0.669, d2=0.660 g=0.887 2/2 [==============================] - 0s 17ms/step >17, 377/693, d1=0.693, d2=0.670 g=0.866 2/2 [==============================] - 0s 16ms/step >17, 378/693, d1=0.671, d2=0.661 g=0.875 2/2 [==============================] - 0s 17ms/step >17, 379/693, d1=0.664, d2=0.628 g=0.885 2/2 [==============================] - 0s 23ms/step >17, 380/693, d1=0.644, d2=0.630 g=0.847 2/2 [==============================] - 0s 18ms/step >17, 381/693, d1=0.632, d2=0.625 g=0.834 2/2 [==============================] - 0s 18ms/step >17, 382/693, d1=0.615, d2=0.640 g=0.821 2/2 [==============================] - 0s 17ms/step >17, 383/693, d1=0.634, d2=0.636 g=0.820 2/2 [==============================] - 0s 17ms/step >17, 384/693, d1=0.631, d2=0.632 g=0.819 2/2 [==============================] - 0s 15ms/step >17, 385/693, d1=0.651, d2=0.654 g=0.834 2/2 [==============================] - 0s 16ms/step >17, 386/693, d1=0.651, d2=0.704 g=0.855 2/2 [==============================] - 0s 18ms/step >17, 387/693, d1=0.678, d2=0.651 g=0.831 2/2 [==============================] - 0s 17ms/step >17, 388/693, d1=0.680, d2=0.672 g=0.837 2/2 [==============================] - 0s 17ms/step >17, 389/693, d1=0.643, d2=0.673 g=0.818 2/2 [==============================] - 0s 17ms/step >17, 390/693, d1=0.678, d2=0.710 g=0.808 2/2 [==============================] - 0s 17ms/step >17, 391/693, d1=0.659, d2=0.646 g=0.831 2/2 [==============================] - 0s 16ms/step >17, 392/693, d1=0.699, d2=0.620 g=0.861 2/2 [==============================] - 0s 18ms/step >17, 393/693, d1=0.617, d2=0.669 g=0.869 2/2 [==============================] - 0s 17ms/step >17, 394/693, d1=0.647, d2=0.605 g=0.849 2/2 [==============================] - 0s 17ms/step >17, 395/693, d1=0.652, d2=0.605 g=0.901 2/2 [==============================] - 0s 17ms/step >17, 396/693, d1=0.642, d2=0.683 g=0.869 2/2 [==============================] - 0s 17ms/step >17, 397/693, d1=0.685, d2=0.645 g=0.881 2/2 [==============================] - 0s 21ms/step >17, 398/693, d1=0.666, d2=0.632 g=0.850 2/2 [==============================] - 0s 18ms/step >17, 399/693, d1=0.658, d2=0.681 g=0.887 2/2 [==============================] - 0s 17ms/step >17, 400/693, d1=0.687, d2=0.582 g=0.901 2/2 [==============================] - 0s 17ms/step >17, 401/693, d1=0.673, d2=0.632 g=0.848 2/2 [==============================] - 0s 18ms/step >17, 402/693, d1=0.653, d2=0.686 g=0.847 2/2 [==============================] - 0s 17ms/step >17, 403/693, d1=0.659, d2=0.659 g=0.823 2/2 [==============================] - 0s 17ms/step >17, 404/693, d1=0.654, d2=0.699 g=0.857 2/2 [==============================] - 0s 16ms/step >17, 405/693, d1=0.647, d2=0.696 g=0.795 2/2 [==============================] - 0s 16ms/step >17, 406/693, d1=0.625, d2=0.662 g=0.820 2/2 [==============================] - 0s 18ms/step >17, 407/693, d1=0.611, d2=0.645 g=0.854 2/2 [==============================] - 0s 18ms/step >17, 408/693, d1=0.635, d2=0.635 g=0.879 2/2 [==============================] - 0s 17ms/step >17, 409/693, d1=0.660, d2=0.647 g=0.851 2/2 [==============================] - 0s 19ms/step >17, 410/693, d1=0.665, d2=0.641 g=0.844 2/2 [==============================] - 0s 17ms/step >17, 411/693, d1=0.625, d2=0.651 g=0.812 2/2 [==============================] - 0s 20ms/step >17, 412/693, d1=0.655, d2=0.664 g=0.857 2/2 [==============================] - 0s 17ms/step >17, 413/693, d1=0.635, d2=0.663 g=0.818 2/2 [==============================] - 0s 19ms/step >17, 414/693, d1=0.648, d2=0.715 g=0.809 2/2 [==============================] - 0s 16ms/step >17, 415/693, d1=0.635, d2=0.636 g=0.822 2/2 [==============================] - 0s 17ms/step >17, 416/693, d1=0.633, d2=0.672 g=0.846 2/2 [==============================] - 0s 17ms/step >17, 417/693, d1=0.674, d2=0.629 g=0.781 2/2 [==============================] - 0s 18ms/step >17, 418/693, d1=0.612, d2=0.700 g=0.824 2/2 [==============================] - 0s 18ms/step >17, 419/693, d1=0.603, d2=0.625 g=0.865 2/2 [==============================] - 0s 18ms/step >17, 420/693, d1=0.640, d2=0.640 g=0.837 2/2 [==============================] - 0s 17ms/step >17, 421/693, d1=0.661, d2=0.621 g=0.841 2/2 [==============================] - 0s 17ms/step >17, 422/693, d1=0.574, d2=0.701 g=0.880 2/2 [==============================] - 0s 16ms/step >17, 423/693, d1=0.662, d2=0.707 g=0.785 2/2 [==============================] - 0s 17ms/step >17, 424/693, d1=0.658, d2=0.638 g=0.801 2/2 [==============================] - 0s 17ms/step >17, 425/693, d1=0.651, d2=0.614 g=0.835 2/2 [==============================] - 0s 18ms/step >17, 426/693, d1=0.705, d2=0.630 g=0.868 2/2 [==============================] - 0s 17ms/step >17, 427/693, d1=0.674, d2=0.674 g=0.869 2/2 [==============================] - 0s 17ms/step >17, 428/693, d1=0.717, d2=0.684 g=0.845 2/2 [==============================] - 0s 19ms/step >17, 429/693, d1=0.641, d2=0.714 g=0.823 2/2 [==============================] - 0s 18ms/step >17, 430/693, d1=0.656, d2=0.624 g=0.857 2/2 [==============================] - 0s 18ms/step >17, 431/693, d1=0.621, d2=0.675 g=0.845 2/2 [==============================] - 0s 17ms/step >17, 432/693, d1=0.687, d2=0.673 g=0.822 2/2 [==============================] - 0s 17ms/step >17, 433/693, d1=0.672, d2=0.651 g=0.817 2/2 [==============================] - 0s 18ms/step >17, 434/693, d1=0.604, d2=0.661 g=0.860 2/2 [==============================] - 0s 17ms/step >17, 435/693, d1=0.630, d2=0.676 g=0.816 2/2 [==============================] - 0s 17ms/step >17, 436/693, d1=0.688, d2=0.648 g=0.871 2/2 [==============================] - 0s 16ms/step >17, 437/693, d1=0.696, d2=0.654 g=0.838 2/2 [==============================] - 0s 21ms/step >17, 438/693, d1=0.660, d2=0.660 g=0.808 2/2 [==============================] - 0s 18ms/step >17, 439/693, d1=0.730, d2=0.613 g=0.822 2/2 [==============================] - 0s 19ms/step >17, 440/693, d1=0.648, d2=0.714 g=0.823 2/2 [==============================] - 0s 18ms/step >17, 441/693, d1=0.647, d2=0.667 g=0.850 2/2 [==============================] - 0s 18ms/step >17, 442/693, d1=0.658, d2=0.633 g=0.861 2/2 [==============================] - 0s 16ms/step >17, 443/693, d1=0.629, d2=0.659 g=0.839 2/2 [==============================] - 0s 18ms/step >17, 444/693, d1=0.663, d2=0.656 g=0.888 2/2 [==============================] - 0s 18ms/step >17, 445/693, d1=0.652, d2=0.626 g=0.834 2/2 [==============================] - 0s 17ms/step >17, 446/693, d1=0.609, d2=0.702 g=0.849 2/2 [==============================] - 0s 18ms/step >17, 447/693, d1=0.613, d2=0.616 g=0.842 2/2 [==============================] - 0s 18ms/step >17, 448/693, d1=0.579, d2=0.656 g=0.854 2/2 [==============================] - 0s 16ms/step >17, 449/693, d1=0.695, d2=0.644 g=0.920 2/2 [==============================] - 0s 16ms/step >17, 450/693, d1=0.658, d2=0.667 g=0.891 2/2 [==============================] - 0s 17ms/step >17, 451/693, d1=0.681, d2=0.622 g=0.839 2/2 [==============================] - 0s 17ms/step >17, 452/693, d1=0.647, d2=0.652 g=0.839 2/2 [==============================] - 0s 18ms/step >17, 453/693, d1=0.672, d2=0.652 g=0.858 2/2 [==============================] - 0s 17ms/step >17, 454/693, d1=0.656, d2=0.651 g=0.851 2/2 [==============================] - 0s 17ms/step >17, 455/693, d1=0.679, d2=0.640 g=0.856 2/2 [==============================] - 0s 17ms/step >17, 456/693, d1=0.680, d2=0.647 g=0.815 2/2 [==============================] - 0s 18ms/step >17, 457/693, d1=0.633, d2=0.663 g=0.832 2/2 [==============================] - 0s 17ms/step >17, 458/693, d1=0.648, d2=0.676 g=0.865 2/2 [==============================] - 0s 16ms/step >17, 459/693, d1=0.651, d2=0.609 g=0.806 2/2 [==============================] - 0s 17ms/step >17, 460/693, d1=0.621, d2=0.669 g=0.771 2/2 [==============================] - 0s 17ms/step >17, 461/693, d1=0.653, d2=0.629 g=0.857 2/2 [==============================] - 0s 17ms/step >17, 462/693, d1=0.660, d2=0.752 g=0.839 2/2 [==============================] - 0s 17ms/step >17, 463/693, d1=0.636, d2=0.710 g=0.839 2/2 [==============================] - 0s 17ms/step >17, 464/693, d1=0.621, d2=0.629 g=0.825 2/2 [==============================] - 0s 16ms/step >17, 465/693, d1=0.674, d2=0.649 g=0.767 2/2 [==============================] - 0s 16ms/step >17, 466/693, d1=0.692, d2=0.630 g=0.834 2/2 [==============================] - 0s 16ms/step >17, 467/693, d1=0.647, d2=0.708 g=0.862 2/2 [==============================] - 0s 17ms/step >17, 468/693, d1=0.617, d2=0.677 g=0.856 2/2 [==============================] - 0s 18ms/step >17, 469/693, d1=0.648, d2=0.659 g=0.881 2/2 [==============================] - 0s 17ms/step >17, 470/693, d1=0.727, d2=0.625 g=0.877 2/2 [==============================] - 0s 17ms/step >17, 471/693, d1=0.680, d2=0.648 g=0.872 2/2 [==============================] - 0s 17ms/step >17, 472/693, d1=0.719, d2=0.642 g=0.860 2/2 [==============================] - 0s 17ms/step >17, 473/693, d1=0.703, d2=0.629 g=0.834 2/2 [==============================] - 0s 17ms/step >17, 474/693, d1=0.679, d2=0.669 g=0.806 2/2 [==============================] - 0s 18ms/step >17, 475/693, d1=0.633, d2=0.651 g=0.799 2/2 [==============================] - 0s 18ms/step >17, 476/693, d1=0.672, d2=0.670 g=0.848 2/2 [==============================] - 0s 18ms/step >17, 477/693, d1=0.629, d2=0.628 g=0.822 2/2 [==============================] - 0s 18ms/step >17, 478/693, d1=0.615, d2=0.731 g=0.792 2/2 [==============================] - 0s 18ms/step >17, 479/693, d1=0.632, d2=0.669 g=0.805 2/2 [==============================] - 0s 18ms/step >17, 480/693, d1=0.614, d2=0.723 g=0.827 2/2 [==============================] - 0s 18ms/step >17, 481/693, d1=0.681, d2=0.647 g=0.851 2/2 [==============================] - 0s 17ms/step >17, 482/693, d1=0.725, d2=0.663 g=0.851 2/2 [==============================] - 0s 17ms/step >17, 483/693, d1=0.649, d2=0.643 g=0.868 2/2 [==============================] - 0s 20ms/step >17, 484/693, d1=0.681, d2=0.641 g=0.851 2/2 [==============================] - 0s 18ms/step >17, 485/693, d1=0.704, d2=0.678 g=0.927 2/2 [==============================] - 0s 18ms/step >17, 486/693, d1=0.679, d2=0.612 g=0.825 2/2 [==============================] - 0s 17ms/step >17, 487/693, d1=0.673, d2=0.675 g=0.823 2/2 [==============================] - 0s 17ms/step >17, 488/693, d1=0.617, d2=0.671 g=0.811 2/2 [==============================] - 0s 18ms/step >17, 489/693, d1=0.621, d2=0.676 g=0.907 2/2 [==============================] - 0s 19ms/step >17, 490/693, d1=0.671, d2=0.681 g=0.843 2/2 [==============================] - 0s 18ms/step >17, 491/693, d1=0.647, d2=0.649 g=0.831 2/2 [==============================] - 0s 16ms/step >17, 492/693, d1=0.663, d2=0.673 g=0.864 2/2 [==============================] - 0s 17ms/step >17, 493/693, d1=0.693, d2=0.653 g=0.853 2/2 [==============================] - 0s 17ms/step >17, 494/693, d1=0.680, d2=0.616 g=0.855 2/2 [==============================] - 0s 16ms/step >17, 495/693, d1=0.668, d2=0.661 g=0.879 2/2 [==============================] - 0s 17ms/step >17, 496/693, d1=0.703, d2=0.570 g=0.898 2/2 [==============================] - 0s 17ms/step >17, 497/693, d1=0.697, d2=0.630 g=0.811 2/2 [==============================] - 0s 17ms/step >17, 498/693, d1=0.656, d2=0.648 g=0.847 2/2 [==============================] - 0s 16ms/step >17, 499/693, d1=0.654, d2=0.642 g=0.856 2/2 [==============================] - 0s 18ms/step >17, 500/693, d1=0.684, d2=0.699 g=0.820 2/2 [==============================] - 0s 16ms/step >17, 501/693, d1=0.632, d2=0.636 g=0.837 2/2 [==============================] - 0s 18ms/step >17, 502/693, d1=0.656, d2=0.706 g=0.815 2/2 [==============================] - 0s 17ms/step >17, 503/693, d1=0.644, d2=0.672 g=0.902 2/2 [==============================] - 0s 17ms/step >17, 504/693, d1=0.648, d2=0.646 g=0.846 2/2 [==============================] - 0s 17ms/step >17, 505/693, d1=0.655, d2=0.610 g=0.845 2/2 [==============================] - 0s 16ms/step >17, 506/693, d1=0.656, d2=0.684 g=0.878 2/2 [==============================] - 0s 17ms/step >17, 507/693, d1=0.641, d2=0.655 g=0.891 2/2 [==============================] - 0s 17ms/step >17, 508/693, d1=0.718, d2=0.627 g=0.835 2/2 [==============================] - 0s 17ms/step >17, 509/693, d1=0.685, d2=0.635 g=0.833 2/2 [==============================] - 0s 18ms/step >17, 510/693, d1=0.714, d2=0.665 g=0.865 2/2 [==============================] - 0s 17ms/step >17, 511/693, d1=0.641, d2=0.601 g=0.848 2/2 [==============================] - 0s 18ms/step >17, 512/693, d1=0.625, d2=0.661 g=0.863 2/2 [==============================] - 0s 18ms/step >17, 513/693, d1=0.662, d2=0.622 g=0.827 2/2 [==============================] - 0s 16ms/step >17, 514/693, d1=0.653, d2=0.682 g=0.845 2/2 [==============================] - 0s 17ms/step >17, 515/693, d1=0.618, d2=0.694 g=0.805 2/2 [==============================] - 0s 18ms/step >17, 516/693, d1=0.655, d2=0.694 g=0.833 2/2 [==============================] - 0s 16ms/step >17, 517/693, d1=0.665, d2=0.637 g=0.821 2/2 [==============================] - 0s 17ms/step >17, 518/693, d1=0.688, d2=0.628 g=0.834 2/2 [==============================] - 0s 18ms/step >17, 519/693, d1=0.615, d2=0.649 g=0.823 2/2 [==============================] - 0s 16ms/step >17, 520/693, d1=0.644, d2=0.633 g=0.835 2/2 [==============================] - 0s 19ms/step >17, 521/693, d1=0.681, d2=0.695 g=0.777 2/2 [==============================] - 0s 18ms/step >17, 522/693, d1=0.607, d2=0.682 g=0.852 2/2 [==============================] - 0s 18ms/step >17, 523/693, d1=0.618, d2=0.702 g=0.838 2/2 [==============================] - 0s 17ms/step >17, 524/693, d1=0.617, d2=0.695 g=0.805 2/2 [==============================] - 0s 16ms/step >17, 525/693, d1=0.651, d2=0.650 g=0.888 2/2 [==============================] - 0s 17ms/step >17, 526/693, d1=0.612, d2=0.639 g=0.791 2/2 [==============================] - 0s 17ms/step >17, 527/693, d1=0.660, d2=0.650 g=0.847 2/2 [==============================] - 0s 17ms/step >17, 528/693, d1=0.654, d2=0.668 g=0.791 2/2 [==============================] - 0s 18ms/step >17, 529/693, d1=0.650, d2=0.616 g=0.801 2/2 [==============================] - 0s 19ms/step >17, 530/693, d1=0.648, d2=0.724 g=0.817 2/2 [==============================] - 0s 19ms/step >17, 531/693, d1=0.645, d2=0.645 g=0.828 2/2 [==============================] - 0s 19ms/step >17, 532/693, d1=0.607, d2=0.662 g=0.805 2/2 [==============================] - 0s 17ms/step >17, 533/693, d1=0.661, d2=0.676 g=0.855 2/2 [==============================] - 0s 16ms/step >17, 534/693, d1=0.637, d2=0.695 g=0.855 2/2 [==============================] - 0s 18ms/step >17, 535/693, d1=0.655, d2=0.683 g=0.838 2/2 [==============================] - 0s 17ms/step >17, 536/693, d1=0.620, d2=0.580 g=0.819 2/2 [==============================] - 0s 18ms/step >17, 537/693, d1=0.632, d2=0.656 g=0.851 2/2 [==============================] - 0s 17ms/step >17, 538/693, d1=0.630, d2=0.690 g=0.824 2/2 [==============================] - 0s 18ms/step >17, 539/693, d1=0.668, d2=0.677 g=0.832 2/2 [==============================] - 0s 16ms/step >17, 540/693, d1=0.678, d2=0.637 g=0.804 2/2 [==============================] - 0s 16ms/step >17, 541/693, d1=0.700, d2=0.594 g=0.812 2/2 [==============================] - 0s 16ms/step >17, 542/693, d1=0.661, d2=0.647 g=0.830 2/2 [==============================] - 0s 18ms/step >17, 543/693, d1=0.670, d2=0.667 g=0.819 2/2 [==============================] - 0s 17ms/step >17, 544/693, d1=0.636, d2=0.694 g=0.849 2/2 [==============================] - 0s 17ms/step >17, 545/693, d1=0.621, d2=0.633 g=0.844 2/2 [==============================] - 0s 16ms/step >17, 546/693, d1=0.635, d2=0.660 g=0.807 2/2 [==============================] - 0s 18ms/step >17, 547/693, d1=0.625, d2=0.684 g=0.828 2/2 [==============================] - 0s 17ms/step >17, 548/693, d1=0.665, d2=0.646 g=0.881 2/2 [==============================] - 0s 16ms/step >17, 549/693, d1=0.636, d2=0.604 g=0.805 2/2 [==============================] - 0s 16ms/step >17, 550/693, d1=0.638, d2=0.623 g=0.832 2/2 [==============================] - 0s 18ms/step >17, 551/693, d1=0.655, d2=0.744 g=0.835 2/2 [==============================] - 0s 17ms/step >17, 552/693, d1=0.662, d2=0.698 g=0.907 2/2 [==============================] - 0s 18ms/step >17, 553/693, d1=0.664, d2=0.641 g=0.872 2/2 [==============================] - 0s 16ms/step >17, 554/693, d1=0.658, d2=0.637 g=0.906 2/2 [==============================] - 0s 17ms/step >17, 555/693, d1=0.666, d2=0.616 g=0.871 2/2 [==============================] - 0s 17ms/step >17, 556/693, d1=0.721, d2=0.659 g=0.792 2/2 [==============================] - 0s 18ms/step >17, 557/693, d1=0.663, d2=0.631 g=0.879 2/2 [==============================] - 0s 17ms/step >17, 558/693, d1=0.660, d2=0.662 g=0.809 2/2 [==============================] - 0s 18ms/step >17, 559/693, d1=0.630, d2=0.670 g=0.821 2/2 [==============================] - 0s 18ms/step >17, 560/693, d1=0.663, d2=0.656 g=0.807 2/2 [==============================] - 0s 17ms/step >17, 561/693, d1=0.655, d2=0.673 g=0.826 2/2 [==============================] - 0s 17ms/step >17, 562/693, d1=0.657, d2=0.653 g=0.890 2/2 [==============================] - 0s 19ms/step >17, 563/693, d1=0.705, d2=0.626 g=0.895 2/2 [==============================] - 0s 19ms/step >17, 564/693, d1=0.690, d2=0.679 g=0.872 2/2 [==============================] - 0s 18ms/step >17, 565/693, d1=0.725, d2=0.665 g=0.835 2/2 [==============================] - 0s 16ms/step >17, 566/693, d1=0.647, d2=0.620 g=0.826 2/2 [==============================] - 0s 17ms/step >17, 567/693, d1=0.673, d2=0.605 g=0.867 2/2 [==============================] - 0s 18ms/step >17, 568/693, d1=0.676, d2=0.668 g=0.791 2/2 [==============================] - 0s 18ms/step >17, 569/693, d1=0.633, d2=0.701 g=0.847 2/2 [==============================] - 0s 17ms/step >17, 570/693, d1=0.644, d2=0.683 g=0.829 2/2 [==============================] - 0s 18ms/step >17, 571/693, d1=0.646, d2=0.658 g=0.847 2/2 [==============================] - 0s 17ms/step >17, 572/693, d1=0.680, d2=0.613 g=0.824 2/2 [==============================] - 0s 18ms/step >17, 573/693, d1=0.702, d2=0.643 g=0.845 2/2 [==============================] - 0s 17ms/step >17, 574/693, d1=0.616, d2=0.714 g=0.847 2/2 [==============================] - 0s 17ms/step >17, 575/693, d1=0.669, d2=0.675 g=0.887 2/2 [==============================] - 0s 17ms/step >17, 576/693, d1=0.675, d2=0.632 g=0.834 2/2 [==============================] - 0s 17ms/step >17, 577/693, d1=0.620, d2=0.597 g=0.805 2/2 [==============================] - 0s 18ms/step >17, 578/693, d1=0.644, d2=0.620 g=0.874 2/2 [==============================] - 0s 18ms/step >17, 579/693, d1=0.687, d2=0.673 g=0.810 2/2 [==============================] - 0s 17ms/step >17, 580/693, d1=0.691, d2=0.645 g=0.825 2/2 [==============================] - 0s 17ms/step >17, 581/693, d1=0.607, d2=0.646 g=0.824 2/2 [==============================] - 0s 18ms/step >17, 582/693, d1=0.642, d2=0.702 g=0.827 2/2 [==============================] - 0s 17ms/step >17, 583/693, d1=0.695, d2=0.646 g=0.824 2/2 [==============================] - 0s 18ms/step >17, 584/693, d1=0.599, d2=0.642 g=0.854 2/2 [==============================] - 0s 17ms/step >17, 585/693, d1=0.617, d2=0.660 g=0.846 2/2 [==============================] - 0s 16ms/step >17, 586/693, d1=0.599, d2=0.653 g=0.835 2/2 [==============================] - 0s 16ms/step >17, 587/693, d1=0.651, d2=0.635 g=0.856 2/2 [==============================] - 0s 17ms/step >17, 588/693, d1=0.639, d2=0.674 g=0.852 2/2 [==============================] - 0s 17ms/step >17, 589/693, d1=0.689, d2=0.671 g=0.805 2/2 [==============================] - 0s 16ms/step >17, 590/693, d1=0.671, d2=0.684 g=0.827 2/2 [==============================] - 0s 16ms/step >17, 591/693, d1=0.618, d2=0.628 g=0.818 2/2 [==============================] - 0s 17ms/step >17, 592/693, d1=0.707, d2=0.693 g=0.824 2/2 [==============================] - 0s 16ms/step >17, 593/693, d1=0.655, d2=0.659 g=0.820 2/2 [==============================] - 0s 17ms/step >17, 594/693, d1=0.661, d2=0.608 g=0.847 2/2 [==============================] - 0s 18ms/step >17, 595/693, d1=0.604, d2=0.613 g=0.888 2/2 [==============================] - 0s 17ms/step >17, 596/693, d1=0.664, d2=0.646 g=0.841 2/2 [==============================] - 0s 18ms/step >17, 597/693, d1=0.669, d2=0.689 g=0.830 2/2 [==============================] - 0s 16ms/step >17, 598/693, d1=0.649, d2=0.704 g=0.811 2/2 [==============================] - 0s 17ms/step >17, 599/693, d1=0.593, d2=0.667 g=0.840 2/2 [==============================] - 0s 17ms/step >17, 600/693, d1=0.638, d2=0.632 g=0.806 2/2 [==============================] - 0s 17ms/step >17, 601/693, d1=0.658, d2=0.648 g=0.817 2/2 [==============================] - 0s 17ms/step >17, 602/693, d1=0.654, d2=0.608 g=0.805 2/2 [==============================] - 0s 16ms/step >17, 603/693, d1=0.689, d2=0.663 g=0.891 2/2 [==============================] - 0s 17ms/step >17, 604/693, d1=0.675, d2=0.643 g=0.876 2/2 [==============================] - 0s 17ms/step >17, 605/693, d1=0.651, d2=0.620 g=0.863 2/2 [==============================] - 0s 16ms/step >17, 606/693, d1=0.607, d2=0.634 g=0.819 2/2 [==============================] - 0s 17ms/step >17, 607/693, d1=0.657, d2=0.675 g=0.821 2/2 [==============================] - 0s 17ms/step >17, 608/693, d1=0.674, d2=0.692 g=0.823 2/2 [==============================] - 0s 18ms/step >17, 609/693, d1=0.682, d2=0.672 g=0.817 2/2 [==============================] - 0s 19ms/step >17, 610/693, d1=0.585, d2=0.655 g=0.923 2/2 [==============================] - 0s 17ms/step >17, 611/693, d1=0.697, d2=0.652 g=0.878 2/2 [==============================] - 0s 18ms/step >17, 612/693, d1=0.700, d2=0.652 g=0.812 2/2 [==============================] - 0s 17ms/step >17, 613/693, d1=0.648, d2=0.657 g=0.835 2/2 [==============================] - 0s 18ms/step >17, 614/693, d1=0.631, d2=0.649 g=0.826 2/2 [==============================] - 0s 18ms/step >17, 615/693, d1=0.665, d2=0.694 g=0.826 2/2 [==============================] - 0s 17ms/step >17, 616/693, d1=0.609, d2=0.663 g=0.847 2/2 [==============================] - 0s 18ms/step >17, 617/693, d1=0.608, d2=0.634 g=0.862 2/2 [==============================] - 0s 17ms/step >17, 618/693, d1=0.648, d2=0.583 g=0.836 2/2 [==============================] - 0s 17ms/step >17, 619/693, d1=0.699, d2=0.663 g=0.856 2/2 [==============================] - 0s 18ms/step >17, 620/693, d1=0.634, d2=0.669 g=0.828 2/2 [==============================] - 0s 18ms/step >17, 621/693, d1=0.661, d2=0.673 g=0.794 2/2 [==============================] - 0s 17ms/step >17, 622/693, d1=0.675, d2=0.649 g=0.808 2/2 [==============================] - 0s 18ms/step >17, 623/693, d1=0.698, d2=0.753 g=0.824 2/2 [==============================] - 0s 18ms/step >17, 624/693, d1=0.703, d2=0.653 g=0.830 2/2 [==============================] - 0s 19ms/step >17, 625/693, d1=0.629, d2=0.654 g=0.848 2/2 [==============================] - 0s 18ms/step >17, 626/693, d1=0.664, d2=0.576 g=0.913 2/2 [==============================] - 0s 18ms/step >17, 627/693, d1=0.656, d2=0.558 g=0.943 2/2 [==============================] - 0s 17ms/step >17, 628/693, d1=0.641, d2=0.604 g=0.869 2/2 [==============================] - 0s 18ms/step >17, 629/693, d1=0.614, d2=0.722 g=0.809 2/2 [==============================] - 0s 16ms/step >17, 630/693, d1=0.637, d2=0.671 g=0.841 2/2 [==============================] - 0s 18ms/step >17, 631/693, d1=0.620, d2=0.713 g=0.850 2/2 [==============================] - 0s 18ms/step >17, 632/693, d1=0.684, d2=0.674 g=0.817 2/2 [==============================] - 0s 17ms/step >17, 633/693, d1=0.649, d2=0.669 g=0.834 2/2 [==============================] - 0s 17ms/step >17, 634/693, d1=0.649, d2=0.632 g=0.863 2/2 [==============================] - 0s 17ms/step >17, 635/693, d1=0.635, d2=0.641 g=0.880 2/2 [==============================] - 0s 17ms/step >17, 636/693, d1=0.655, d2=0.667 g=0.813 2/2 [==============================] - 0s 18ms/step >17, 637/693, d1=0.661, d2=0.619 g=0.792 2/2 [==============================] - 0s 17ms/step >17, 638/693, d1=0.684, d2=0.627 g=0.832 2/2 [==============================] - 0s 16ms/step >17, 639/693, d1=0.643, d2=0.666 g=0.846 2/2 [==============================] - 0s 18ms/step >17, 640/693, d1=0.653, d2=0.656 g=0.811 2/2 [==============================] - 0s 18ms/step >17, 641/693, d1=0.603, d2=0.648 g=0.842 2/2 [==============================] - 0s 18ms/step >17, 642/693, d1=0.652, d2=0.675 g=0.811 2/2 [==============================] - 0s 17ms/step >17, 643/693, d1=0.644, d2=0.637 g=0.839 2/2 [==============================] - 0s 16ms/step >17, 644/693, d1=0.675, d2=0.649 g=0.871 2/2 [==============================] - 0s 18ms/step >17, 645/693, d1=0.664, d2=0.690 g=0.875 2/2 [==============================] - 0s 17ms/step >17, 646/693, d1=0.619, d2=0.595 g=0.869 2/2 [==============================] - 0s 17ms/step >17, 647/693, d1=0.647, d2=0.646 g=0.832 2/2 [==============================] - 0s 18ms/step >17, 648/693, d1=0.661, d2=0.700 g=0.799 2/2 [==============================] - 0s 17ms/step >17, 649/693, d1=0.642, d2=0.716 g=0.812 2/2 [==============================] - 0s 17ms/step >17, 650/693, d1=0.633, d2=0.668 g=0.822 2/2 [==============================] - 0s 17ms/step >17, 651/693, d1=0.604, d2=0.668 g=0.830 2/2 [==============================] - 0s 17ms/step >17, 652/693, d1=0.625, d2=0.648 g=0.854 2/2 [==============================] - 0s 17ms/step >17, 653/693, d1=0.681, d2=0.640 g=0.872 2/2 [==============================] - 0s 16ms/step >17, 654/693, d1=0.691, d2=0.634 g=0.836 2/2 [==============================] - 0s 17ms/step >17, 655/693, d1=0.685, d2=0.672 g=0.838 2/2 [==============================] - 0s 18ms/step >17, 656/693, d1=0.659, d2=0.608 g=0.853 2/2 [==============================] - 0s 18ms/step >17, 657/693, d1=0.635, d2=0.666 g=0.796 2/2 [==============================] - 0s 16ms/step >17, 658/693, d1=0.682, d2=0.681 g=0.842 2/2 [==============================] - 0s 17ms/step >17, 659/693, d1=0.672, d2=0.612 g=0.862 2/2 [==============================] - 0s 16ms/step >17, 660/693, d1=0.697, d2=0.657 g=0.827 2/2 [==============================] - 0s 17ms/step >17, 661/693, d1=0.683, d2=0.666 g=0.830 2/2 [==============================] - 0s 16ms/step >17, 662/693, d1=0.616, d2=0.640 g=0.824 2/2 [==============================] - 0s 18ms/step >17, 663/693, d1=0.673, d2=0.672 g=0.840 2/2 [==============================] - 0s 19ms/step >17, 664/693, d1=0.675, d2=0.690 g=0.847 2/2 [==============================] - 0s 17ms/step >17, 665/693, d1=0.626, d2=0.744 g=0.819 2/2 [==============================] - 0s 19ms/step >17, 666/693, d1=0.657, d2=0.661 g=0.838 2/2 [==============================] - 0s 17ms/step >17, 667/693, d1=0.618, d2=0.576 g=0.834 2/2 [==============================] - 0s 18ms/step >17, 668/693, d1=0.694, d2=0.650 g=0.830 2/2 [==============================] - 0s 16ms/step >17, 669/693, d1=0.636, d2=0.619 g=0.834 2/2 [==============================] - 0s 17ms/step >17, 670/693, d1=0.640, d2=0.675 g=0.808 2/2 [==============================] - 0s 16ms/step >17, 671/693, d1=0.677, d2=0.675 g=0.785 2/2 [==============================] - 0s 17ms/step >17, 672/693, d1=0.587, d2=0.639 g=0.844 2/2 [==============================] - 0s 17ms/step >17, 673/693, d1=0.665, d2=0.638 g=0.816 2/2 [==============================] - 0s 18ms/step >17, 674/693, d1=0.643, d2=0.691 g=0.822 2/2 [==============================] - 0s 16ms/step >17, 675/693, d1=0.656, d2=0.629 g=0.879 2/2 [==============================] - 0s 17ms/step >17, 676/693, d1=0.667, d2=0.668 g=0.843 2/2 [==============================] - 0s 17ms/step >17, 677/693, d1=0.626, d2=0.664 g=0.838 2/2 [==============================] - 0s 17ms/step >17, 678/693, d1=0.636, d2=0.670 g=0.834 2/2 [==============================] - 0s 17ms/step >17, 679/693, d1=0.630, d2=0.659 g=0.867 2/2 [==============================] - 0s 18ms/step >17, 680/693, d1=0.643, d2=0.626 g=0.837 2/2 [==============================] - 0s 18ms/step >17, 681/693, d1=0.688, d2=0.644 g=0.864 2/2 [==============================] - 0s 17ms/step >17, 682/693, d1=0.706, d2=0.591 g=0.865 2/2 [==============================] - 0s 19ms/step >17, 683/693, d1=0.666, d2=0.669 g=0.859 2/2 [==============================] - 0s 16ms/step >17, 684/693, d1=0.628, d2=0.607 g=0.868 2/2 [==============================] - 0s 17ms/step >17, 685/693, d1=0.700, d2=0.623 g=0.877 2/2 [==============================] - 0s 18ms/step >17, 686/693, d1=0.646, d2=0.655 g=0.873 2/2 [==============================] - 0s 18ms/step >17, 687/693, d1=0.705, d2=0.716 g=0.822 2/2 [==============================] - 0s 17ms/step >17, 688/693, d1=0.639, d2=0.654 g=0.836 2/2 [==============================] - 0s 17ms/step >17, 689/693, d1=0.627, d2=0.646 g=0.797 2/2 [==============================] - 0s 18ms/step >17, 690/693, d1=0.634, d2=0.691 g=0.868 2/2 [==============================] - 0s 16ms/step >17, 691/693, d1=0.650, d2=0.710 g=0.853 2/2 [==============================] - 0s 17ms/step >17, 692/693, d1=0.625, d2=0.709 g=0.847 2/2 [==============================] - 0s 19ms/step >17, 693/693, d1=0.722, d2=0.647 g=0.810 2/2 [==============================] - 0s 17ms/step >18, 1/693, d1=0.701, d2=0.619 g=0.862 2/2 [==============================] - 0s 17ms/step >18, 2/693, d1=0.635, d2=0.666 g=0.806 2/2 [==============================] - 0s 16ms/step >18, 3/693, d1=0.612, d2=0.649 g=0.871 2/2 [==============================] - 0s 17ms/step >18, 4/693, d1=0.670, d2=0.601 g=0.820 2/2 [==============================] - 0s 16ms/step >18, 5/693, d1=0.603, d2=0.668 g=0.815 2/2 [==============================] - 0s 17ms/step >18, 6/693, d1=0.673, d2=0.643 g=0.807 2/2 [==============================] - 0s 16ms/step >18, 7/693, d1=0.657, d2=0.661 g=0.838 2/2 [==============================] - 0s 17ms/step >18, 8/693, d1=0.632, d2=0.681 g=0.840 2/2 [==============================] - 0s 19ms/step >18, 9/693, d1=0.682, d2=0.662 g=0.846 2/2 [==============================] - 0s 17ms/step >18, 10/693, d1=0.638, d2=0.675 g=0.843 2/2 [==============================] - 0s 18ms/step >18, 11/693, d1=0.613, d2=0.682 g=0.839 2/2 [==============================] - 0s 17ms/step >18, 12/693, d1=0.664, d2=0.671 g=0.834 2/2 [==============================] - 0s 19ms/step >18, 13/693, d1=0.684, d2=0.680 g=0.849 2/2 [==============================] - 0s 18ms/step >18, 14/693, d1=0.637, d2=0.677 g=0.835 2/2 [==============================] - 0s 18ms/step >18, 15/693, d1=0.663, d2=0.647 g=0.860 2/2 [==============================] - 0s 17ms/step >18, 16/693, d1=0.643, d2=0.648 g=0.839 2/2 [==============================] - 0s 16ms/step >18, 17/693, d1=0.612, d2=0.635 g=0.863 2/2 [==============================] - 0s 16ms/step >18, 18/693, d1=0.669, d2=0.659 g=0.834 2/2 [==============================] - 0s 18ms/step >18, 19/693, d1=0.621, d2=0.613 g=0.885 2/2 [==============================] - 0s 17ms/step >18, 20/693, d1=0.693, d2=0.598 g=0.852 2/2 [==============================] - 0s 16ms/step >18, 21/693, d1=0.695, d2=0.660 g=0.852 2/2 [==============================] - 0s 17ms/step >18, 22/693, d1=0.636, d2=0.679 g=0.809 2/2 [==============================] - 0s 17ms/step >18, 23/693, d1=0.619, d2=0.642 g=0.836 2/2 [==============================] - 0s 19ms/step >18, 24/693, d1=0.627, d2=0.656 g=0.849 2/2 [==============================] - 0s 19ms/step >18, 25/693, d1=0.662, d2=0.666 g=0.880 2/2 [==============================] - 0s 17ms/step >18, 26/693, d1=0.656, d2=0.626 g=0.814 2/2 [==============================] - 0s 17ms/step >18, 27/693, d1=0.639, d2=0.670 g=0.891 2/2 [==============================] - 0s 18ms/step >18, 28/693, d1=0.657, d2=0.623 g=0.855 2/2 [==============================] - 0s 18ms/step >18, 29/693, d1=0.650, d2=0.651 g=0.842 2/2 [==============================] - 0s 17ms/step >18, 30/693, d1=0.610, d2=0.624 g=0.861 2/2 [==============================] - 0s 18ms/step >18, 31/693, d1=0.691, d2=0.643 g=0.860 2/2 [==============================] - 0s 19ms/step >18, 32/693, d1=0.688, d2=0.648 g=0.842 2/2 [==============================] - 0s 17ms/step >18, 33/693, d1=0.737, d2=0.676 g=0.845 2/2 [==============================] - 0s 17ms/step >18, 34/693, d1=0.649, d2=0.630 g=0.822 2/2 [==============================] - 0s 17ms/step >18, 35/693, d1=0.592, d2=0.714 g=0.821 2/2 [==============================] - 0s 16ms/step >18, 36/693, d1=0.658, d2=0.691 g=0.881 2/2 [==============================] - 0s 18ms/step >18, 37/693, d1=0.680, d2=0.676 g=0.860 2/2 [==============================] - 0s 18ms/step >18, 38/693, d1=0.692, d2=0.672 g=0.879 2/2 [==============================] - 0s 17ms/step >18, 39/693, d1=0.685, d2=0.680 g=0.860 2/2 [==============================] - 0s 17ms/step >18, 40/693, d1=0.697, d2=0.623 g=0.909 2/2 [==============================] - 0s 19ms/step >18, 41/693, d1=0.674, d2=0.625 g=0.824 2/2 [==============================] - 0s 18ms/step >18, 42/693, d1=0.645, d2=0.635 g=0.852 2/2 [==============================] - 0s 17ms/step >18, 43/693, d1=0.595, d2=0.688 g=0.837 2/2 [==============================] - 0s 18ms/step >18, 44/693, d1=0.719, d2=0.640 g=0.817 2/2 [==============================] - 0s 17ms/step >18, 45/693, d1=0.641, d2=0.674 g=0.847 2/2 [==============================] - 0s 18ms/step >18, 46/693, d1=0.650, d2=0.664 g=0.846 2/2 [==============================] - 0s 20ms/step >18, 47/693, d1=0.633, d2=0.684 g=0.829 2/2 [==============================] - 0s 17ms/step >18, 48/693, d1=0.672, d2=0.633 g=0.833 2/2 [==============================] - 0s 16ms/step >18, 49/693, d1=0.652, d2=0.654 g=0.816 2/2 [==============================] - 0s 17ms/step >18, 50/693, d1=0.620, d2=0.626 g=0.839 2/2 [==============================] - 0s 17ms/step >18, 51/693, d1=0.693, d2=0.695 g=0.811 2/2 [==============================] - 0s 17ms/step >18, 52/693, d1=0.643, d2=0.643 g=0.795 2/2 [==============================] - 0s 18ms/step >18, 53/693, d1=0.600, d2=0.677 g=0.823 2/2 [==============================] - 0s 16ms/step >18, 54/693, d1=0.636, d2=0.654 g=0.832 2/2 [==============================] - 0s 17ms/step >18, 55/693, d1=0.630, d2=0.695 g=0.849 2/2 [==============================] - 0s 16ms/step >18, 56/693, d1=0.642, d2=0.646 g=0.867 2/2 [==============================] - 0s 19ms/step >18, 57/693, d1=0.702, d2=0.642 g=0.873 2/2 [==============================] - 0s 17ms/step >18, 58/693, d1=0.657, d2=0.628 g=0.816 2/2 [==============================] - 0s 16ms/step >18, 59/693, d1=0.693, d2=0.647 g=0.846 2/2 [==============================] - 0s 16ms/step >18, 60/693, d1=0.667, d2=0.660 g=0.854 2/2 [==============================] - 0s 17ms/step >18, 61/693, d1=0.652, d2=0.673 g=0.848 2/2 [==============================] - 0s 18ms/step >18, 62/693, d1=0.656, d2=0.640 g=0.834 2/2 [==============================] - 0s 17ms/step >18, 63/693, d1=0.642, d2=0.647 g=0.827 2/2 [==============================] - 0s 16ms/step >18, 64/693, d1=0.650, d2=0.614 g=0.889 2/2 [==============================] - 0s 16ms/step >18, 65/693, d1=0.695, d2=0.624 g=0.832 2/2 [==============================] - 0s 16ms/step >18, 66/693, d1=0.633, d2=0.642 g=0.862 2/2 [==============================] - 0s 17ms/step >18, 67/693, d1=0.651, d2=0.640 g=0.834 2/2 [==============================] - 0s 17ms/step >18, 68/693, d1=0.578, d2=0.663 g=0.879 2/2 [==============================] - 0s 17ms/step >18, 69/693, d1=0.622, d2=0.720 g=0.815 2/2 [==============================] - 0s 16ms/step >18, 70/693, d1=0.610, d2=0.665 g=0.883 2/2 [==============================] - 0s 19ms/step >18, 71/693, d1=0.687, d2=0.623 g=0.887 2/2 [==============================] - 0s 18ms/step >18, 72/693, d1=0.681, d2=0.657 g=0.876 2/2 [==============================] - 0s 17ms/step >18, 73/693, d1=0.633, d2=0.679 g=0.854 2/2 [==============================] - 0s 17ms/step >18, 74/693, d1=0.644, d2=0.630 g=0.888 2/2 [==============================] - 0s 16ms/step >18, 75/693, d1=0.655, d2=0.576 g=0.852 2/2 [==============================] - 0s 20ms/step >18, 76/693, d1=0.677, d2=0.648 g=0.843 2/2 [==============================] - 0s 17ms/step >18, 77/693, d1=0.733, d2=0.655 g=0.853 2/2 [==============================] - 0s 17ms/step >18, 78/693, d1=0.678, d2=0.643 g=0.829 2/2 [==============================] - 0s 17ms/step >18, 79/693, d1=0.637, d2=0.633 g=0.849 2/2 [==============================] - 0s 16ms/step >18, 80/693, d1=0.649, d2=0.630 g=0.845 2/2 [==============================] - 0s 17ms/step >18, 81/693, d1=0.642, d2=0.649 g=0.848 2/2 [==============================] - 0s 16ms/step >18, 82/693, d1=0.629, d2=0.692 g=0.830 2/2 [==============================] - 0s 16ms/step >18, 83/693, d1=0.672, d2=0.703 g=0.816 2/2 [==============================] - 0s 16ms/step >18, 84/693, d1=0.622, d2=0.643 g=0.849 2/2 [==============================] - 0s 16ms/step >18, 85/693, d1=0.677, d2=0.670 g=0.842 2/2 [==============================] - 0s 17ms/step >18, 86/693, d1=0.632, d2=0.625 g=0.830 2/2 [==============================] - 0s 17ms/step >18, 87/693, d1=0.708, d2=0.698 g=0.866 2/2 [==============================] - 0s 16ms/step >18, 88/693, d1=0.589, d2=0.637 g=0.874 2/2 [==============================] - 0s 18ms/step >18, 89/693, d1=0.646, d2=0.673 g=0.849 2/2 [==============================] - 0s 18ms/step >18, 90/693, d1=0.648, d2=0.638 g=0.840 2/2 [==============================] - 0s 17ms/step >18, 91/693, d1=0.663, d2=0.647 g=0.841 2/2 [==============================] - 0s 19ms/step >18, 92/693, d1=0.669, d2=0.714 g=0.847 2/2 [==============================] - 0s 17ms/step >18, 93/693, d1=0.656, d2=0.628 g=0.852 2/2 [==============================] - 0s 17ms/step >18, 94/693, d1=0.646, d2=0.640 g=0.858 2/2 [==============================] - 0s 17ms/step >18, 95/693, d1=0.677, d2=0.634 g=0.793 2/2 [==============================] - 0s 16ms/step >18, 96/693, d1=0.657, d2=0.644 g=0.827 2/2 [==============================] - 0s 16ms/step >18, 97/693, d1=0.693, d2=0.681 g=0.799 2/2 [==============================] - 0s 16ms/step >18, 98/693, d1=0.642, d2=0.697 g=0.847 2/2 [==============================] - 0s 17ms/step >18, 99/693, d1=0.699, d2=0.613 g=0.854 2/2 [==============================] - 0s 16ms/step >18, 100/693, d1=0.614, d2=0.665 g=0.876 2/2 [==============================] - 0s 16ms/step >18, 101/693, d1=0.684, d2=0.664 g=0.837 2/2 [==============================] - 0s 18ms/step >18, 102/693, d1=0.627, d2=0.660 g=0.902 2/2 [==============================] - 0s 18ms/step >18, 103/693, d1=0.664, d2=0.630 g=0.784 2/2 [==============================] - 0s 18ms/step >18, 104/693, d1=0.581, d2=0.705 g=0.827 2/2 [==============================] - 0s 17ms/step >18, 105/693, d1=0.580, d2=0.684 g=0.814 2/2 [==============================] - 0s 18ms/step >18, 106/693, d1=0.631, d2=0.646 g=0.842 2/2 [==============================] - 0s 16ms/step >18, 107/693, d1=0.682, d2=0.634 g=0.842 2/2 [==============================] - 0s 17ms/step >18, 108/693, d1=0.660, d2=0.707 g=0.804 2/2 [==============================] - 0s 17ms/step >18, 109/693, d1=0.658, d2=0.674 g=0.823 2/2 [==============================] - 0s 18ms/step >18, 110/693, d1=0.651, d2=0.695 g=0.883 2/2 [==============================] - 0s 17ms/step >18, 111/693, d1=0.659, d2=0.627 g=0.862 2/2 [==============================] - 0s 17ms/step >18, 112/693, d1=0.718, d2=0.637 g=0.890 2/2 [==============================] - 0s 17ms/step >18, 113/693, d1=0.663, d2=0.607 g=0.875 2/2 [==============================] - 0s 16ms/step >18, 114/693, d1=0.695, d2=0.615 g=0.839 2/2 [==============================] - 0s 17ms/step >18, 115/693, d1=0.685, d2=0.629 g=0.881 2/2 [==============================] - 0s 17ms/step >18, 116/693, d1=0.658, d2=0.636 g=0.858 2/2 [==============================] - 0s 18ms/step >18, 117/693, d1=0.691, d2=0.672 g=0.867 2/2 [==============================] - 0s 15ms/step >18, 118/693, d1=0.672, d2=0.678 g=0.834 2/2 [==============================] - 0s 19ms/step >18, 119/693, d1=0.674, d2=0.616 g=0.849 2/2 [==============================] - 0s 17ms/step >18, 120/693, d1=0.642, d2=0.682 g=0.837 2/2 [==============================] - 0s 18ms/step >18, 121/693, d1=0.625, d2=0.690 g=0.804 2/2 [==============================] - 0s 19ms/step >18, 122/693, d1=0.656, d2=0.672 g=0.803 2/2 [==============================] - 0s 17ms/step >18, 123/693, d1=0.698, d2=0.652 g=0.878 2/2 [==============================] - 0s 19ms/step >18, 124/693, d1=0.615, d2=0.657 g=0.809 2/2 [==============================] - 0s 17ms/step >18, 125/693, d1=0.707, d2=0.639 g=0.834 2/2 [==============================] - 0s 17ms/step >18, 126/693, d1=0.653, d2=0.593 g=0.872 2/2 [==============================] - 0s 17ms/step >18, 127/693, d1=0.643, d2=0.664 g=0.832 2/2 [==============================] - 0s 16ms/step >18, 128/693, d1=0.688, d2=0.675 g=0.813 2/2 [==============================] - 0s 18ms/step >18, 129/693, d1=0.666, d2=0.679 g=0.852 2/2 [==============================] - 0s 17ms/step >18, 130/693, d1=0.604, d2=0.648 g=0.868 2/2 [==============================] - 0s 17ms/step >18, 131/693, d1=0.680, d2=0.652 g=0.843 2/2 [==============================] - 0s 16ms/step >18, 132/693, d1=0.648, d2=0.624 g=0.863 2/2 [==============================] - 0s 17ms/step >18, 133/693, d1=0.637, d2=0.615 g=0.873 2/2 [==============================] - 0s 18ms/step >18, 134/693, d1=0.615, d2=0.653 g=0.826 2/2 [==============================] - 0s 18ms/step >18, 135/693, d1=0.670, d2=0.679 g=0.854 2/2 [==============================] - 0s 17ms/step >18, 136/693, d1=0.672, d2=0.646 g=0.812 2/2 [==============================] - 0s 17ms/step >18, 137/693, d1=0.679, d2=0.653 g=0.850 2/2 [==============================] - 0s 18ms/step >18, 138/693, d1=0.647, d2=0.650 g=0.840 2/2 [==============================] - 0s 18ms/step >18, 139/693, d1=0.644, d2=0.693 g=0.819 2/2 [==============================] - 0s 17ms/step >18, 140/693, d1=0.633, d2=0.706 g=0.812 2/2 [==============================] - 0s 17ms/step >18, 141/693, d1=0.604, d2=0.602 g=0.857 2/2 [==============================] - 0s 16ms/step >18, 142/693, d1=0.672, d2=0.681 g=0.818 2/2 [==============================] - 0s 18ms/step >18, 143/693, d1=0.681, d2=0.667 g=0.845 2/2 [==============================] - 0s 18ms/step >18, 144/693, d1=0.657, d2=0.625 g=0.827 2/2 [==============================] - 0s 17ms/step >18, 145/693, d1=0.636, d2=0.661 g=0.902 2/2 [==============================] - 0s 17ms/step >18, 146/693, d1=0.646, d2=0.639 g=0.855 2/2 [==============================] - 0s 18ms/step >18, 147/693, d1=0.656, d2=0.672 g=0.874 2/2 [==============================] - 0s 20ms/step >18, 148/693, d1=0.660, d2=0.620 g=0.868 2/2 [==============================] - 0s 17ms/step >18, 149/693, d1=0.650, d2=0.609 g=0.891 2/2 [==============================] - 0s 17ms/step >18, 150/693, d1=0.641, d2=0.619 g=0.875 2/2 [==============================] - 0s 18ms/step >18, 151/693, d1=0.661, d2=0.679 g=0.857 2/2 [==============================] - 0s 18ms/step >18, 152/693, d1=0.707, d2=0.654 g=0.823 2/2 [==============================] - 0s 18ms/step >18, 153/693, d1=0.656, d2=0.704 g=0.910 2/2 [==============================] - 0s 19ms/step >18, 154/693, d1=0.740, d2=0.652 g=0.796 2/2 [==============================] - 0s 17ms/step >18, 155/693, d1=0.670, d2=0.697 g=0.799 2/2 [==============================] - 0s 18ms/step >18, 156/693, d1=0.590, d2=0.691 g=0.869 2/2 [==============================] - 0s 17ms/step >18, 157/693, d1=0.702, d2=0.628 g=0.851 2/2 [==============================] - 0s 17ms/step >18, 158/693, d1=0.626, d2=0.658 g=0.862 2/2 [==============================] - 0s 16ms/step >18, 159/693, d1=0.677, d2=0.641 g=0.920 2/2 [==============================] - 0s 17ms/step >18, 160/693, d1=0.702, d2=0.606 g=0.879 2/2 [==============================] - 0s 20ms/step >18, 161/693, d1=0.695, d2=0.645 g=0.882 2/2 [==============================] - 0s 17ms/step >18, 162/693, d1=0.665, d2=0.634 g=0.823 2/2 [==============================] - 0s 17ms/step >18, 163/693, d1=0.677, d2=0.647 g=0.837 2/2 [==============================] - 0s 17ms/step >18, 164/693, d1=0.593, d2=0.667 g=0.826 2/2 [==============================] - 0s 17ms/step >18, 165/693, d1=0.674, d2=0.689 g=0.799 2/2 [==============================] - 0s 17ms/step >18, 166/693, d1=0.632, d2=0.681 g=0.804 2/2 [==============================] - 0s 16ms/step >18, 167/693, d1=0.633, d2=0.619 g=0.856 2/2 [==============================] - 0s 18ms/step >18, 168/693, d1=0.656, d2=0.567 g=0.855 2/2 [==============================] - 0s 17ms/step >18, 169/693, d1=0.683, d2=0.633 g=0.827 2/2 [==============================] - 0s 17ms/step >18, 170/693, d1=0.653, d2=0.699 g=0.794 2/2 [==============================] - 0s 19ms/step >18, 171/693, d1=0.654, d2=0.685 g=0.834 2/2 [==============================] - 0s 18ms/step >18, 172/693, d1=0.694, d2=0.691 g=0.805 2/2 [==============================] - 0s 17ms/step >18, 173/693, d1=0.659, d2=0.687 g=0.859 2/2 [==============================] - 0s 17ms/step >18, 174/693, d1=0.659, d2=0.688 g=0.841 2/2 [==============================] - 0s 17ms/step >18, 175/693, d1=0.571, d2=0.657 g=0.892 2/2 [==============================] - 0s 17ms/step >18, 176/693, d1=0.658, d2=0.589 g=0.858 2/2 [==============================] - 0s 17ms/step >18, 177/693, d1=0.660, d2=0.666 g=0.871 2/2 [==============================] - 0s 17ms/step >18, 178/693, d1=0.647, d2=0.630 g=0.844 2/2 [==============================] - 0s 16ms/step >18, 179/693, d1=0.648, d2=0.613 g=0.817 2/2 [==============================] - 0s 16ms/step >18, 180/693, d1=0.638, d2=0.702 g=0.869 2/2 [==============================] - 0s 16ms/step >18, 181/693, d1=0.647, d2=0.673 g=0.872 2/2 [==============================] - 0s 19ms/step >18, 182/693, d1=0.647, d2=0.610 g=0.817 2/2 [==============================] - 0s 17ms/step >18, 183/693, d1=0.652, d2=0.633 g=0.841 2/2 [==============================] - 0s 18ms/step >18, 184/693, d1=0.701, d2=0.667 g=0.845 2/2 [==============================] - 0s 16ms/step >18, 185/693, d1=0.685, d2=0.693 g=0.848 2/2 [==============================] - 0s 16ms/step >18, 186/693, d1=0.705, d2=0.601 g=0.828 2/2 [==============================] - 0s 17ms/step >18, 187/693, d1=0.596, d2=0.659 g=0.883 2/2 [==============================] - 0s 18ms/step >18, 188/693, d1=0.628, d2=0.694 g=0.855 2/2 [==============================] - 0s 17ms/step >18, 189/693, d1=0.678, d2=0.677 g=0.816 2/2 [==============================] - 0s 18ms/step >18, 190/693, d1=0.629, d2=0.677 g=0.871 2/2 [==============================] - 0s 15ms/step >18, 191/693, d1=0.664, d2=0.726 g=0.839 2/2 [==============================] - 0s 17ms/step >18, 192/693, d1=0.600, d2=0.605 g=0.815 2/2 [==============================] - 0s 17ms/step >18, 193/693, d1=0.618, d2=0.644 g=0.836 2/2 [==============================] - 0s 17ms/step >18, 194/693, d1=0.625, d2=0.718 g=0.852 2/2 [==============================] - 0s 17ms/step >18, 195/693, d1=0.646, d2=0.627 g=0.863 2/2 [==============================] - 0s 17ms/step >18, 196/693, d1=0.669, d2=0.634 g=0.840 2/2 [==============================] - 0s 18ms/step >18, 197/693, d1=0.658, d2=0.648 g=0.839 2/2 [==============================] - 0s 19ms/step >18, 198/693, d1=0.704, d2=0.650 g=0.821 2/2 [==============================] - 0s 18ms/step >18, 199/693, d1=0.613, d2=0.701 g=0.887 2/2 [==============================] - 0s 17ms/step >18, 200/693, d1=0.689, d2=0.686 g=0.849 2/2 [==============================] - 0s 18ms/step >18, 201/693, d1=0.662, d2=0.619 g=0.888 2/2 [==============================] - 0s 18ms/step >18, 202/693, d1=0.653, d2=0.670 g=0.855 2/2 [==============================] - 0s 18ms/step >18, 203/693, d1=0.668, d2=0.650 g=0.833 2/2 [==============================] - 0s 17ms/step >18, 204/693, d1=0.687, d2=0.641 g=0.809 2/2 [==============================] - 0s 17ms/step >18, 205/693, d1=0.672, d2=0.654 g=0.791 2/2 [==============================] - 0s 17ms/step >18, 206/693, d1=0.661, d2=0.629 g=0.828 2/2 [==============================] - 0s 17ms/step >18, 207/693, d1=0.667, d2=0.648 g=0.831 2/2 [==============================] - 0s 17ms/step >18, 208/693, d1=0.616, d2=0.669 g=0.839 2/2 [==============================] - 0s 17ms/step >18, 209/693, d1=0.635, d2=0.675 g=0.836 2/2 [==============================] - 0s 16ms/step >18, 210/693, d1=0.612, d2=0.620 g=0.836 2/2 [==============================] - 0s 16ms/step >18, 211/693, d1=0.719, d2=0.667 g=0.838 2/2 [==============================] - 0s 17ms/step >18, 212/693, d1=0.637, d2=0.656 g=0.772 2/2 [==============================] - 0s 17ms/step >18, 213/693, d1=0.662, d2=0.644 g=0.798 2/2 [==============================] - 0s 18ms/step >18, 214/693, d1=0.626, d2=0.636 g=0.823 2/2 [==============================] - 0s 17ms/step >18, 215/693, d1=0.674, d2=0.685 g=0.812 2/2 [==============================] - 0s 18ms/step >18, 216/693, d1=0.618, d2=0.691 g=0.840 2/2 [==============================] - 0s 19ms/step >18, 217/693, d1=0.688, d2=0.653 g=0.825 2/2 [==============================] - 0s 18ms/step >18, 218/693, d1=0.692, d2=0.654 g=0.812 2/2 [==============================] - 0s 17ms/step >18, 219/693, d1=0.653, d2=0.620 g=0.852 2/2 [==============================] - 0s 16ms/step >18, 220/693, d1=0.693, d2=0.650 g=0.815 2/2 [==============================] - 0s 16ms/step >18, 221/693, d1=0.715, d2=0.633 g=0.826 2/2 [==============================] - 0s 18ms/step >18, 222/693, d1=0.670, d2=0.686 g=0.828 2/2 [==============================] - 0s 17ms/step >18, 223/693, d1=0.640, d2=0.650 g=0.841 2/2 [==============================] - 0s 16ms/step >18, 224/693, d1=0.627, d2=0.675 g=0.821 2/2 [==============================] - 0s 17ms/step >18, 225/693, d1=0.675, d2=0.647 g=0.842 2/2 [==============================] - 0s 17ms/step >18, 226/693, d1=0.632, d2=0.640 g=0.868 2/2 [==============================] - 0s 16ms/step >18, 227/693, d1=0.640, d2=0.623 g=0.855 2/2 [==============================] - 0s 17ms/step >18, 228/693, d1=0.657, d2=0.623 g=0.827 2/2 [==============================] - 0s 18ms/step >18, 229/693, d1=0.659, d2=0.654 g=0.812 2/2 [==============================] - 0s 19ms/step >18, 230/693, d1=0.582, d2=0.684 g=0.785 2/2 [==============================] - 0s 18ms/step >18, 231/693, d1=0.646, d2=0.669 g=0.836 2/2 [==============================] - 0s 19ms/step >18, 232/693, d1=0.683, d2=0.667 g=0.792 2/2 [==============================] - 0s 18ms/step >18, 233/693, d1=0.643, d2=0.630 g=0.856 2/2 [==============================] - 0s 16ms/step >18, 234/693, d1=0.648, d2=0.705 g=0.874 2/2 [==============================] - 0s 18ms/step >18, 235/693, d1=0.664, d2=0.681 g=0.841 2/2 [==============================] - 0s 17ms/step >18, 236/693, d1=0.632, d2=0.655 g=0.894 2/2 [==============================] - 0s 17ms/step >18, 237/693, d1=0.697, d2=0.615 g=0.854 2/2 [==============================] - 0s 16ms/step >18, 238/693, d1=0.600, d2=0.696 g=0.873 2/2 [==============================] - 0s 16ms/step >18, 239/693, d1=0.684, d2=0.600 g=0.885 2/2 [==============================] - 0s 16ms/step >18, 240/693, d1=0.658, d2=0.598 g=0.888 2/2 [==============================] - 0s 16ms/step >18, 241/693, d1=0.652, d2=0.649 g=0.865 2/2 [==============================] - 0s 17ms/step >18, 242/693, d1=0.589, d2=0.684 g=0.866 2/2 [==============================] - 0s 18ms/step >18, 243/693, d1=0.639, d2=0.651 g=0.810 2/2 [==============================] - 0s 17ms/step >18, 244/693, d1=0.613, d2=0.702 g=0.857 2/2 [==============================] - 0s 17ms/step >18, 245/693, d1=0.624, d2=0.629 g=0.833 2/2 [==============================] - 0s 19ms/step >18, 246/693, d1=0.610, d2=0.665 g=0.846 2/2 [==============================] - 0s 17ms/step >18, 247/693, d1=0.627, d2=0.645 g=0.858 2/2 [==============================] - 0s 16ms/step >18, 248/693, d1=0.653, d2=0.640 g=0.847 2/2 [==============================] - 0s 16ms/step >18, 249/693, d1=0.608, d2=0.695 g=0.806 2/2 [==============================] - 0s 16ms/step >18, 250/693, d1=0.646, d2=0.680 g=0.887 2/2 [==============================] - 0s 16ms/step >18, 251/693, d1=0.647, d2=0.648 g=0.870 2/2 [==============================] - 0s 17ms/step >18, 252/693, d1=0.658, d2=0.709 g=0.905 2/2 [==============================] - 0s 17ms/step >18, 253/693, d1=0.673, d2=0.625 g=0.902 2/2 [==============================] - 0s 17ms/step >18, 254/693, d1=0.629, d2=0.656 g=0.838 2/2 [==============================] - 0s 19ms/step >18, 255/693, d1=0.673, d2=0.616 g=0.815 2/2 [==============================] - 0s 16ms/step >18, 256/693, d1=0.693, d2=0.640 g=0.827 2/2 [==============================] - 0s 16ms/step >18, 257/693, d1=0.639, d2=0.717 g=0.847 2/2 [==============================] - 0s 16ms/step >18, 258/693, d1=0.632, d2=0.677 g=0.884 2/2 [==============================] - 0s 17ms/step >18, 259/693, d1=0.700, d2=0.647 g=0.887 2/2 [==============================] - 0s 18ms/step >18, 260/693, d1=0.642, d2=0.656 g=0.911 2/2 [==============================] - 0s 19ms/step >18, 261/693, d1=0.731, d2=0.660 g=0.845 2/2 [==============================] - 0s 17ms/step >18, 262/693, d1=0.679, d2=0.682 g=0.838 2/2 [==============================] - 0s 16ms/step >18, 263/693, d1=0.650, d2=0.688 g=0.901 2/2 [==============================] - 0s 17ms/step >18, 264/693, d1=0.665, d2=0.624 g=0.883 2/2 [==============================] - 0s 18ms/step >18, 265/693, d1=0.689, d2=0.618 g=0.855 2/2 [==============================] - 0s 16ms/step >18, 266/693, d1=0.637, d2=0.642 g=0.806 2/2 [==============================] - 0s 17ms/step >18, 267/693, d1=0.666, d2=0.663 g=0.835 2/2 [==============================] - 0s 16ms/step >18, 268/693, d1=0.633, d2=0.691 g=0.852 2/2 [==============================] - 0s 17ms/step >18, 269/693, d1=0.630, d2=0.601 g=0.886 2/2 [==============================] - 0s 16ms/step >18, 270/693, d1=0.725, d2=0.646 g=0.884 2/2 [==============================] - 0s 17ms/step >18, 271/693, d1=0.632, d2=0.656 g=0.863 2/2 [==============================] - 0s 16ms/step >18, 272/693, d1=0.701, d2=0.656 g=0.852 2/2 [==============================] - 0s 17ms/step >18, 273/693, d1=0.645, d2=0.669 g=0.850 2/2 [==============================] - 0s 19ms/step >18, 274/693, d1=0.615, d2=0.630 g=0.854 2/2 [==============================] - 0s 17ms/step >18, 275/693, d1=0.670, d2=0.617 g=0.870 2/2 [==============================] - 0s 17ms/step >18, 276/693, d1=0.657, d2=0.668 g=0.919 2/2 [==============================] - 0s 16ms/step >18, 277/693, d1=0.634, d2=0.621 g=0.900 2/2 [==============================] - 0s 17ms/step >18, 278/693, d1=0.642, d2=0.674 g=0.848 2/2 [==============================] - 0s 18ms/step >18, 279/693, d1=0.700, d2=0.689 g=0.840 2/2 [==============================] - 0s 17ms/step >18, 280/693, d1=0.664, d2=0.654 g=0.825 2/2 [==============================] - 0s 18ms/step >18, 281/693, d1=0.662, d2=0.652 g=0.834 2/2 [==============================] - 0s 18ms/step >18, 282/693, d1=0.621, d2=0.647 g=0.838 2/2 [==============================] - 0s 16ms/step >18, 283/693, d1=0.675, d2=0.635 g=0.848 2/2 [==============================] - 0s 16ms/step >18, 284/693, d1=0.691, d2=0.646 g=0.851 2/2 [==============================] - 0s 17ms/step >18, 285/693, d1=0.643, d2=0.647 g=0.850 2/2 [==============================] - 0s 16ms/step >18, 286/693, d1=0.701, d2=0.644 g=0.852 2/2 [==============================] - 0s 18ms/step >18, 287/693, d1=0.622, d2=0.633 g=0.855 2/2 [==============================] - 0s 17ms/step >18, 288/693, d1=0.686, d2=0.647 g=0.857 2/2 [==============================] - 0s 17ms/step >18, 289/693, d1=0.635, d2=0.639 g=0.901 2/2 [==============================] - 0s 18ms/step >18, 290/693, d1=0.626, d2=0.669 g=0.801 2/2 [==============================] - 0s 17ms/step >18, 291/693, d1=0.669, d2=0.640 g=0.818 2/2 [==============================] - 0s 17ms/step >18, 292/693, d1=0.609, d2=0.708 g=0.810 2/2 [==============================] - 0s 16ms/step >18, 293/693, d1=0.613, d2=0.653 g=0.881 2/2 [==============================] - 0s 18ms/step >18, 294/693, d1=0.669, d2=0.637 g=0.874 2/2 [==============================] - 0s 17ms/step >18, 295/693, d1=0.614, d2=0.626 g=0.872 2/2 [==============================] - 0s 17ms/step >18, 296/693, d1=0.624, d2=0.622 g=0.883 2/2 [==============================] - 0s 17ms/step >18, 297/693, d1=0.672, d2=0.653 g=0.866 2/2 [==============================] - 0s 17ms/step >18, 298/693, d1=0.705, d2=0.622 g=0.862 2/2 [==============================] - 0s 17ms/step >18, 299/693, d1=0.686, d2=0.616 g=0.910 2/2 [==============================] - 0s 16ms/step >18, 300/693, d1=0.663, d2=0.613 g=0.807 2/2 [==============================] - 0s 17ms/step >18, 301/693, d1=0.690, d2=0.608 g=0.827 2/2 [==============================] - 0s 17ms/step >18, 302/693, d1=0.667, d2=0.687 g=0.796 2/2 [==============================] - 0s 17ms/step >18, 303/693, d1=0.637, d2=0.680 g=0.833 2/2 [==============================] - 0s 16ms/step >18, 304/693, d1=0.623, d2=0.691 g=0.777 2/2 [==============================] - 0s 17ms/step >18, 305/693, d1=0.628, d2=0.699 g=0.802 2/2 [==============================] - 0s 17ms/step >18, 306/693, d1=0.607, d2=0.697 g=0.824 2/2 [==============================] - 0s 17ms/step >18, 307/693, d1=0.608, d2=0.632 g=0.837 2/2 [==============================] - 0s 17ms/step >18, 308/693, d1=0.630, d2=0.690 g=0.875 2/2 [==============================] - 0s 18ms/step >18, 309/693, d1=0.631, d2=0.624 g=0.846 2/2 [==============================] - 0s 19ms/step >18, 310/693, d1=0.676, d2=0.631 g=0.883 2/2 [==============================] - 0s 18ms/step >18, 311/693, d1=0.663, d2=0.673 g=0.870 2/2 [==============================] - 0s 17ms/step >18, 312/693, d1=0.688, d2=0.640 g=0.853 2/2 [==============================] - 0s 19ms/step >18, 313/693, d1=0.702, d2=0.635 g=0.876 2/2 [==============================] - 0s 19ms/step >18, 314/693, d1=0.625, d2=0.622 g=0.889 2/2 [==============================] - 0s 17ms/step >18, 315/693, d1=0.644, d2=0.606 g=0.826 2/2 [==============================] - 0s 17ms/step >18, 316/693, d1=0.697, d2=0.645 g=0.807 2/2 [==============================] - 0s 17ms/step >18, 317/693, d1=0.651, d2=0.625 g=0.844 2/2 [==============================] - 0s 17ms/step >18, 318/693, d1=0.589, d2=0.662 g=0.871 2/2 [==============================] - 0s 16ms/step >18, 319/693, d1=0.705, d2=0.622 g=0.846 2/2 [==============================] - 0s 18ms/step >18, 320/693, d1=0.624, d2=0.658 g=0.836 2/2 [==============================] - 0s 16ms/step >18, 321/693, d1=0.680, d2=0.608 g=0.839 2/2 [==============================] - 0s 18ms/step >18, 322/693, d1=0.650, d2=0.603 g=0.844 2/2 [==============================] - 0s 17ms/step >18, 323/693, d1=0.609, d2=0.608 g=0.837 2/2 [==============================] - 0s 17ms/step >18, 324/693, d1=0.616, d2=0.701 g=0.879 2/2 [==============================] - 0s 19ms/step >18, 325/693, d1=0.643, d2=0.656 g=0.856 2/2 [==============================] - 0s 18ms/step >18, 326/693, d1=0.626, d2=0.621 g=0.868 2/2 [==============================] - 0s 17ms/step >18, 327/693, d1=0.660, d2=0.709 g=0.843 2/2 [==============================] - 0s 18ms/step >18, 328/693, d1=0.636, d2=0.672 g=0.873 2/2 [==============================] - 0s 17ms/step >18, 329/693, d1=0.633, d2=0.652 g=0.886 2/2 [==============================] - 0s 15ms/step >18, 330/693, d1=0.665, d2=0.650 g=0.907 2/2 [==============================] - 0s 16ms/step >18, 331/693, d1=0.662, d2=0.598 g=0.888 2/2 [==============================] - 0s 18ms/step >18, 332/693, d1=0.695, d2=0.634 g=0.903 2/2 [==============================] - 0s 16ms/step >18, 333/693, d1=0.635, d2=0.663 g=0.815 2/2 [==============================] - 0s 17ms/step >18, 334/693, d1=0.627, d2=0.707 g=0.807 2/2 [==============================] - 0s 16ms/step >18, 335/693, d1=0.649, d2=0.641 g=0.857 2/2 [==============================] - 0s 16ms/step >18, 336/693, d1=0.654, d2=0.638 g=0.837 2/2 [==============================] - 0s 20ms/step >18, 337/693, d1=0.618, d2=0.667 g=0.846 2/2 [==============================] - 0s 17ms/step >18, 338/693, d1=0.629, d2=0.706 g=0.813 2/2 [==============================] - 0s 18ms/step >18, 339/693, d1=0.713, d2=0.696 g=0.860 2/2 [==============================] - 0s 17ms/step >18, 340/693, d1=0.655, d2=0.657 g=0.831 2/2 [==============================] - 0s 18ms/step >18, 341/693, d1=0.654, d2=0.631 g=0.814 2/2 [==============================] - 0s 17ms/step >18, 342/693, d1=0.634, d2=0.668 g=0.851 2/2 [==============================] - 0s 17ms/step >18, 343/693, d1=0.634, d2=0.635 g=0.917 2/2 [==============================] - 0s 19ms/step >18, 344/693, d1=0.668, d2=0.651 g=0.875 2/2 [==============================] - 0s 19ms/step >18, 345/693, d1=0.691, d2=0.596 g=0.861 2/2 [==============================] - 0s 17ms/step >18, 346/693, d1=0.668, d2=0.631 g=0.827 2/2 [==============================] - 0s 17ms/step >18, 347/693, d1=0.629, d2=0.681 g=0.845 2/2 [==============================] - 0s 16ms/step >18, 348/693, d1=0.656, d2=0.635 g=0.867 2/2 [==============================] - 0s 16ms/step >18, 349/693, d1=0.636, d2=0.646 g=0.861 2/2 [==============================] - 0s 17ms/step >18, 350/693, d1=0.712, d2=0.635 g=0.860 2/2 [==============================] - 0s 17ms/step >18, 351/693, d1=0.726, d2=0.667 g=0.858 2/2 [==============================] - 0s 18ms/step >18, 352/693, d1=0.706, d2=0.640 g=0.851 2/2 [==============================] - 0s 19ms/step >18, 353/693, d1=0.676, d2=0.626 g=0.878 2/2 [==============================] - 0s 17ms/step >18, 354/693, d1=0.627, d2=0.670 g=0.832 2/2 [==============================] - 0s 16ms/step >18, 355/693, d1=0.653, d2=0.705 g=0.834 2/2 [==============================] - 0s 16ms/step >18, 356/693, d1=0.676, d2=0.608 g=0.818 2/2 [==============================] - 0s 17ms/step >18, 357/693, d1=0.681, d2=0.643 g=0.785 2/2 [==============================] - 0s 19ms/step >18, 358/693, d1=0.664, d2=0.615 g=0.867 2/2 [==============================] - 0s 21ms/step >18, 359/693, d1=0.656, d2=0.650 g=0.818 2/2 [==============================] - 0s 17ms/step >18, 360/693, d1=0.652, d2=0.678 g=0.843 2/2 [==============================] - 0s 18ms/step >18, 361/693, d1=0.710, d2=0.666 g=0.780 2/2 [==============================] - 0s 16ms/step >18, 362/693, d1=0.589, d2=0.718 g=0.849 2/2 [==============================] - 0s 16ms/step >18, 363/693, d1=0.652, d2=0.607 g=0.863 2/2 [==============================] - 0s 18ms/step >18, 364/693, d1=0.646, d2=0.641 g=0.851 2/2 [==============================] - 0s 17ms/step >18, 365/693, d1=0.600, d2=0.659 g=0.808 2/2 [==============================] - 0s 16ms/step >18, 366/693, d1=0.615, d2=0.687 g=0.836 2/2 [==============================] - 0s 17ms/step >18, 367/693, d1=0.640, d2=0.612 g=0.852 2/2 [==============================] - 0s 17ms/step >18, 368/693, d1=0.644, d2=0.639 g=0.888 2/2 [==============================] - 0s 18ms/step >18, 369/693, d1=0.661, d2=0.687 g=0.857 2/2 [==============================] - 0s 17ms/step >18, 370/693, d1=0.643, d2=0.672 g=0.828 2/2 [==============================] - 0s 17ms/step >18, 371/693, d1=0.669, d2=0.652 g=0.820 2/2 [==============================] - 0s 18ms/step >18, 372/693, d1=0.643, d2=0.680 g=0.860 2/2 [==============================] - 0s 17ms/step >18, 373/693, d1=0.681, d2=0.656 g=0.872 2/2 [==============================] - 0s 18ms/step >18, 374/693, d1=0.736, d2=0.631 g=0.808 2/2 [==============================] - 0s 18ms/step >18, 375/693, d1=0.651, d2=0.639 g=0.829 2/2 [==============================] - 0s 16ms/step >18, 376/693, d1=0.686, d2=0.646 g=0.852 2/2 [==============================] - 0s 17ms/step >18, 377/693, d1=0.607, d2=0.692 g=0.869 2/2 [==============================] - 0s 17ms/step >18, 378/693, d1=0.648, d2=0.620 g=0.847 2/2 [==============================] - 0s 16ms/step >18, 379/693, d1=0.684, d2=0.646 g=0.874 2/2 [==============================] - 0s 18ms/step >18, 380/693, d1=0.698, d2=0.658 g=0.892 2/2 [==============================] - 0s 25ms/step >18, 381/693, d1=0.691, d2=0.614 g=0.853 2/2 [==============================] - 0s 17ms/step >18, 382/693, d1=0.656, d2=0.631 g=0.883 2/2 [==============================] - 0s 19ms/step >18, 383/693, d1=0.618, d2=0.679 g=0.858 2/2 [==============================] - 0s 17ms/step >18, 384/693, d1=0.705, d2=0.638 g=0.859 2/2 [==============================] - 0s 18ms/step >18, 385/693, d1=0.633, d2=0.661 g=0.848 2/2 [==============================] - 0s 16ms/step >18, 386/693, d1=0.657, d2=0.636 g=0.843 2/2 [==============================] - 0s 16ms/step >18, 387/693, d1=0.678, d2=0.681 g=0.818 2/2 [==============================] - 0s 18ms/step >18, 388/693, d1=0.613, d2=0.673 g=0.833 2/2 [==============================] - 0s 17ms/step >18, 389/693, d1=0.656, d2=0.627 g=0.836 2/2 [==============================] - 0s 17ms/step >18, 390/693, d1=0.642, d2=0.680 g=0.834 2/2 [==============================] - 0s 16ms/step >18, 391/693, d1=0.629, d2=0.646 g=0.887 2/2 [==============================] - 0s 17ms/step >18, 392/693, d1=0.681, d2=0.591 g=0.878 2/2 [==============================] - 0s 17ms/step >18, 393/693, d1=0.631, d2=0.598 g=0.864 2/2 [==============================] - 0s 16ms/step >18, 394/693, d1=0.671, d2=0.669 g=0.860 2/2 [==============================] - 0s 16ms/step >18, 395/693, d1=0.618, d2=0.627 g=0.824 2/2 [==============================] - 0s 17ms/step >18, 396/693, d1=0.621, d2=0.631 g=0.823 2/2 [==============================] - 0s 17ms/step >18, 397/693, d1=0.667, d2=0.610 g=0.784 2/2 [==============================] - 0s 17ms/step >18, 398/693, d1=0.594, d2=0.678 g=0.780 2/2 [==============================] - 0s 17ms/step >18, 399/693, d1=0.607, d2=0.728 g=0.831 2/2 [==============================] - 0s 19ms/step >18, 400/693, d1=0.636, d2=0.641 g=0.820 2/2 [==============================] - 0s 17ms/step >18, 401/693, d1=0.610, d2=0.609 g=0.835 2/2 [==============================] - 0s 18ms/step >18, 402/693, d1=0.658, d2=0.679 g=0.816 2/2 [==============================] - 0s 18ms/step >18, 403/693, d1=0.612, d2=0.730 g=0.870 2/2 [==============================] - 0s 19ms/step >18, 404/693, d1=0.681, d2=0.623 g=0.805 2/2 [==============================] - 0s 19ms/step >18, 405/693, d1=0.664, d2=0.617 g=0.881 2/2 [==============================] - 0s 17ms/step >18, 406/693, d1=0.692, d2=0.605 g=0.858 2/2 [==============================] - 0s 18ms/step >18, 407/693, d1=0.679, d2=0.682 g=0.820 2/2 [==============================] - 0s 17ms/step >18, 408/693, d1=0.587, d2=0.677 g=0.851 2/2 [==============================] - 0s 18ms/step >18, 409/693, d1=0.671, d2=0.630 g=0.848 2/2 [==============================] - 0s 17ms/step >18, 410/693, d1=0.608, d2=0.643 g=0.849 2/2 [==============================] - 0s 16ms/step >18, 411/693, d1=0.613, d2=0.669 g=0.810 2/2 [==============================] - 0s 16ms/step >18, 412/693, d1=0.631, d2=0.686 g=0.821 2/2 [==============================] - 0s 17ms/step >18, 413/693, d1=0.658, d2=0.683 g=0.844 2/2 [==============================] - 0s 18ms/step >18, 414/693, d1=0.632, d2=0.664 g=0.860 2/2 [==============================] - 0s 18ms/step >18, 415/693, d1=0.650, d2=0.593 g=0.826 2/2 [==============================] - 0s 16ms/step >18, 416/693, d1=0.650, d2=0.631 g=0.839 2/2 [==============================] - 0s 17ms/step >18, 417/693, d1=0.614, d2=0.622 g=0.838 2/2 [==============================] - 0s 17ms/step >18, 418/693, d1=0.577, d2=0.691 g=0.800 2/2 [==============================] - 0s 16ms/step >18, 419/693, d1=0.655, d2=0.657 g=0.810 2/2 [==============================] - 0s 16ms/step >18, 420/693, d1=0.669, d2=0.634 g=0.806 2/2 [==============================] - 0s 16ms/step >18, 421/693, d1=0.642, d2=0.672 g=0.843 2/2 [==============================] - 0s 18ms/step >18, 422/693, d1=0.653, d2=0.653 g=0.877 2/2 [==============================] - 0s 17ms/step >18, 423/693, d1=0.611, d2=0.664 g=0.833 2/2 [==============================] - 0s 17ms/step >18, 424/693, d1=0.610, d2=0.739 g=0.876 2/2 [==============================] - 0s 16ms/step >18, 425/693, d1=0.644, d2=0.658 g=0.834 2/2 [==============================] - 0s 17ms/step >18, 426/693, d1=0.654, d2=0.654 g=0.860 2/2 [==============================] - 0s 16ms/step >18, 427/693, d1=0.727, d2=0.592 g=0.883 2/2 [==============================] - 0s 16ms/step >18, 428/693, d1=0.716, d2=0.600 g=0.857 2/2 [==============================] - 0s 17ms/step >18, 429/693, d1=0.633, d2=0.609 g=0.869 2/2 [==============================] - 0s 16ms/step >18, 430/693, d1=0.665, d2=0.647 g=0.834 2/2 [==============================] - 0s 18ms/step >18, 431/693, d1=0.623, d2=0.686 g=0.797 2/2 [==============================] - 0s 19ms/step >18, 432/693, d1=0.550, d2=0.678 g=0.794 2/2 [==============================] - 0s 18ms/step >18, 433/693, d1=0.606, d2=0.687 g=0.825 2/2 [==============================] - 0s 22ms/step >18, 434/693, d1=0.652, d2=0.717 g=0.845 2/2 [==============================] - 0s 16ms/step >18, 435/693, d1=0.695, d2=0.604 g=0.929 2/2 [==============================] - 0s 16ms/step >18, 436/693, d1=0.702, d2=0.610 g=0.864 2/2 [==============================] - 0s 17ms/step >18, 437/693, d1=0.665, d2=0.624 g=0.887 2/2 [==============================] - 0s 17ms/step >18, 438/693, d1=0.665, d2=0.602 g=0.849 2/2 [==============================] - 0s 17ms/step >18, 439/693, d1=0.670, d2=0.665 g=0.820 2/2 [==============================] - 0s 17ms/step >18, 440/693, d1=0.630, d2=0.706 g=0.810 2/2 [==============================] - 0s 17ms/step >18, 441/693, d1=0.616, d2=0.588 g=0.886 2/2 [==============================] - 0s 17ms/step >18, 442/693, d1=0.625, d2=0.653 g=0.863 2/2 [==============================] - 0s 18ms/step >18, 443/693, d1=0.629, d2=0.661 g=0.893 2/2 [==============================] - 0s 16ms/step >18, 444/693, d1=0.673, d2=0.661 g=0.850 2/2 [==============================] - 0s 16ms/step >18, 445/693, d1=0.611, d2=0.676 g=0.825 2/2 [==============================] - 0s 17ms/step >18, 446/693, d1=0.680, d2=0.629 g=0.870 2/2 [==============================] - 0s 17ms/step >18, 447/693, d1=0.640, d2=0.654 g=0.884 2/2 [==============================] - 0s 18ms/step >18, 448/693, d1=0.658, d2=0.698 g=0.865 2/2 [==============================] - 0s 16ms/step >18, 449/693, d1=0.670, d2=0.653 g=0.873 2/2 [==============================] - 0s 17ms/step >18, 450/693, d1=0.663, d2=0.662 g=0.836 2/2 [==============================] - 0s 17ms/step >18, 451/693, d1=0.651, d2=0.654 g=0.863 2/2 [==============================] - 0s 18ms/step >18, 452/693, d1=0.625, d2=0.685 g=0.919 2/2 [==============================] - 0s 18ms/step >18, 453/693, d1=0.722, d2=0.578 g=0.843 2/2 [==============================] - 0s 16ms/step >18, 454/693, d1=0.679, d2=0.639 g=0.842 2/2 [==============================] - 0s 16ms/step >18, 455/693, d1=0.625, d2=0.648 g=0.867 2/2 [==============================] - 0s 15ms/step >18, 456/693, d1=0.677, d2=0.670 g=0.855 2/2 [==============================] - 0s 17ms/step >18, 457/693, d1=0.706, d2=0.710 g=0.842 2/2 [==============================] - 0s 18ms/step >18, 458/693, d1=0.640, d2=0.650 g=0.863 2/2 [==============================] - 0s 18ms/step >18, 459/693, d1=0.663, d2=0.629 g=0.852 2/2 [==============================] - 0s 17ms/step >18, 460/693, d1=0.718, d2=0.596 g=0.821 2/2 [==============================] - 0s 17ms/step >18, 461/693, d1=0.636, d2=0.682 g=0.817 2/2 [==============================] - 0s 18ms/step >18, 462/693, d1=0.592, d2=0.703 g=0.822 2/2 [==============================] - 0s 17ms/step >18, 463/693, d1=0.595, d2=0.691 g=0.855 2/2 [==============================] - 0s 18ms/step >18, 464/693, d1=0.628, d2=0.673 g=0.907 2/2 [==============================] - 0s 16ms/step >18, 465/693, d1=0.740, d2=0.617 g=0.859 2/2 [==============================] - 0s 18ms/step >18, 466/693, d1=0.669, d2=0.621 g=0.872 2/2 [==============================] - 0s 17ms/step >18, 467/693, d1=0.685, d2=0.646 g=0.900 2/2 [==============================] - 0s 18ms/step >18, 468/693, d1=0.653, d2=0.601 g=0.923 2/2 [==============================] - 0s 17ms/step >18, 469/693, d1=0.667, d2=0.653 g=0.885 2/2 [==============================] - 0s 16ms/step >18, 470/693, d1=0.708, d2=0.640 g=0.852 2/2 [==============================] - 0s 17ms/step >18, 471/693, d1=0.716, d2=0.657 g=0.880 2/2 [==============================] - 0s 16ms/step >18, 472/693, d1=0.654, d2=0.649 g=0.850 2/2 [==============================] - 0s 17ms/step >18, 473/693, d1=0.626, d2=0.671 g=0.847 2/2 [==============================] - 0s 17ms/step >18, 474/693, d1=0.638, d2=0.707 g=0.805 2/2 [==============================] - 0s 17ms/step >18, 475/693, d1=0.626, d2=0.685 g=0.846 2/2 [==============================] - 0s 17ms/step >18, 476/693, d1=0.688, d2=0.657 g=0.810 2/2 [==============================] - 0s 16ms/step >18, 477/693, d1=0.648, d2=0.704 g=0.868 2/2 [==============================] - 0s 17ms/step >18, 478/693, d1=0.713, d2=0.679 g=0.829 2/2 [==============================] - 0s 16ms/step >18, 479/693, d1=0.612, d2=0.640 g=0.873 2/2 [==============================] - 0s 18ms/step >18, 480/693, d1=0.730, d2=0.618 g=0.841 2/2 [==============================] - 0s 17ms/step >18, 481/693, d1=0.678, d2=0.669 g=0.867 2/2 [==============================] - 0s 18ms/step >18, 482/693, d1=0.672, d2=0.642 g=0.857 2/2 [==============================] - 0s 17ms/step >18, 483/693, d1=0.636, d2=0.642 g=0.844 2/2 [==============================] - 0s 18ms/step >18, 484/693, d1=0.670, d2=0.619 g=0.873 2/2 [==============================] - 0s 17ms/step >18, 485/693, d1=0.669, d2=0.640 g=0.812 2/2 [==============================] - 0s 17ms/step >18, 486/693, d1=0.608, d2=0.694 g=0.816 2/2 [==============================] - 0s 17ms/step >18, 487/693, d1=0.610, d2=0.675 g=0.846 2/2 [==============================] - 0s 16ms/step >18, 488/693, d1=0.682, d2=0.655 g=0.883 2/2 [==============================] - 0s 16ms/step >18, 489/693, d1=0.638, d2=0.645 g=0.778 2/2 [==============================] - 0s 17ms/step >18, 490/693, d1=0.609, d2=0.597 g=0.825 2/2 [==============================] - 0s 17ms/step >18, 491/693, d1=0.564, d2=0.637 g=0.811 2/2 [==============================] - 0s 17ms/step >18, 492/693, d1=0.641, d2=0.641 g=0.814 2/2 [==============================] - 0s 17ms/step >18, 493/693, d1=0.630, d2=0.636 g=0.797 2/2 [==============================] - 0s 17ms/step >18, 494/693, d1=0.647, d2=0.679 g=0.793 2/2 [==============================] - 0s 17ms/step >18, 495/693, d1=0.585, d2=0.645 g=0.854 2/2 [==============================] - 0s 19ms/step >18, 496/693, d1=0.736, d2=0.606 g=0.839 2/2 [==============================] - 0s 18ms/step >18, 497/693, d1=0.667, d2=0.651 g=0.904 2/2 [==============================] - 0s 17ms/step >18, 498/693, d1=0.658, d2=0.653 g=0.913 2/2 [==============================] - 0s 17ms/step >18, 499/693, d1=0.642, d2=0.661 g=0.844 2/2 [==============================] - 0s 17ms/step >18, 500/693, d1=0.641, d2=0.620 g=0.893 2/2 [==============================] - 0s 18ms/step >18, 501/693, d1=0.674, d2=0.632 g=0.865 2/2 [==============================] - 0s 17ms/step >18, 502/693, d1=0.687, d2=0.669 g=0.878 2/2 [==============================] - 0s 17ms/step >18, 503/693, d1=0.651, d2=0.663 g=0.848 2/2 [==============================] - 0s 16ms/step >18, 504/693, d1=0.653, d2=0.638 g=0.781 2/2 [==============================] - 0s 17ms/step >18, 505/693, d1=0.633, d2=0.714 g=0.852 2/2 [==============================] - 0s 17ms/step >18, 506/693, d1=0.609, d2=0.723 g=0.833 2/2 [==============================] - 0s 17ms/step >18, 507/693, d1=0.657, d2=0.648 g=0.843 2/2 [==============================] - 0s 17ms/step >18, 508/693, d1=0.617, d2=0.611 g=0.873 2/2 [==============================] - 0s 18ms/step >18, 509/693, d1=0.653, d2=0.638 g=0.871 2/2 [==============================] - 0s 18ms/step >18, 510/693, d1=0.666, d2=0.673 g=0.895 2/2 [==============================] - 0s 17ms/step >18, 511/693, d1=0.670, d2=0.641 g=0.913 2/2 [==============================] - 0s 18ms/step >18, 512/693, d1=0.710, d2=0.626 g=0.854 2/2 [==============================] - 0s 19ms/step >18, 513/693, d1=0.688, d2=0.646 g=0.868 2/2 [==============================] - 0s 17ms/step >18, 514/693, d1=0.644, d2=0.628 g=0.872 2/2 [==============================] - 0s 18ms/step >18, 515/693, d1=0.596, d2=0.663 g=0.898 2/2 [==============================] - 0s 17ms/step >18, 516/693, d1=0.698, d2=0.621 g=0.864 2/2 [==============================] - 0s 17ms/step >18, 517/693, d1=0.603, d2=0.702 g=0.815 2/2 [==============================] - 0s 16ms/step >18, 518/693, d1=0.626, d2=0.612 g=0.866 2/2 [==============================] - 0s 17ms/step >18, 519/693, d1=0.693, d2=0.676 g=0.844 2/2 [==============================] - 0s 18ms/step >18, 520/693, d1=0.622, d2=0.643 g=0.839 2/2 [==============================] - 0s 17ms/step >18, 521/693, d1=0.651, d2=0.647 g=0.871 2/2 [==============================] - 0s 17ms/step >18, 522/693, d1=0.696, d2=0.656 g=0.843 2/2 [==============================] - 0s 18ms/step >18, 523/693, d1=0.667, d2=0.652 g=0.865 2/2 [==============================] - 0s 17ms/step >18, 524/693, d1=0.611, d2=0.681 g=0.809 2/2 [==============================] - 0s 16ms/step >18, 525/693, d1=0.652, d2=0.613 g=0.835 2/2 [==============================] - 0s 17ms/step >18, 526/693, d1=0.641, d2=0.639 g=0.842 2/2 [==============================] - 0s 17ms/step >18, 527/693, d1=0.662, d2=0.686 g=0.801 2/2 [==============================] - 0s 17ms/step >18, 528/693, d1=0.627, d2=0.666 g=0.874 2/2 [==============================] - 0s 18ms/step >18, 529/693, d1=0.623, d2=0.692 g=0.881 2/2 [==============================] - 0s 17ms/step >18, 530/693, d1=0.663, d2=0.674 g=0.901 2/2 [==============================] - 0s 18ms/step >18, 531/693, d1=0.665, d2=0.688 g=0.892 2/2 [==============================] - 0s 16ms/step >18, 532/693, d1=0.669, d2=0.664 g=0.887 2/2 [==============================] - 0s 17ms/step >18, 533/693, d1=0.647, d2=0.646 g=0.853 2/2 [==============================] - 0s 16ms/step >18, 534/693, d1=0.688, d2=0.657 g=0.856 2/2 [==============================] - 0s 17ms/step >18, 535/693, d1=0.675, d2=0.646 g=0.847 2/2 [==============================] - 0s 16ms/step >18, 536/693, d1=0.634, d2=0.660 g=0.833 2/2 [==============================] - 0s 17ms/step >18, 537/693, d1=0.658, d2=0.686 g=0.810 2/2 [==============================] - 0s 17ms/step >18, 538/693, d1=0.613, d2=0.685 g=0.837 2/2 [==============================] - 0s 17ms/step >18, 539/693, d1=0.624, d2=0.644 g=0.842 2/2 [==============================] - 0s 18ms/step >18, 540/693, d1=0.629, d2=0.626 g=0.836 2/2 [==============================] - 0s 19ms/step >18, 541/693, d1=0.638, d2=0.648 g=0.861 2/2 [==============================] - 0s 16ms/step >18, 542/693, d1=0.638, d2=0.647 g=0.871 2/2 [==============================] - 0s 16ms/step >18, 543/693, d1=0.659, d2=0.682 g=0.894 2/2 [==============================] - 0s 16ms/step >18, 544/693, d1=0.658, d2=0.640 g=0.909 2/2 [==============================] - 0s 20ms/step >18, 545/693, d1=0.641, d2=0.628 g=0.893 2/2 [==============================] - 0s 19ms/step >18, 546/693, d1=0.747, d2=0.598 g=0.840 2/2 [==============================] - 0s 17ms/step >18, 547/693, d1=0.665, d2=0.625 g=0.911 2/2 [==============================] - 0s 16ms/step >18, 548/693, d1=0.618, d2=0.555 g=0.880 2/2 [==============================] - 0s 16ms/step >18, 549/693, d1=0.695, d2=0.643 g=0.859 2/2 [==============================] - 0s 18ms/step >18, 550/693, d1=0.599, d2=0.699 g=0.870 2/2 [==============================] - 0s 17ms/step >18, 551/693, d1=0.622, d2=0.663 g=0.869 2/2 [==============================] - 0s 17ms/step >18, 552/693, d1=0.613, d2=0.589 g=0.851 2/2 [==============================] - 0s 18ms/step >18, 553/693, d1=0.634, d2=0.650 g=0.863 2/2 [==============================] - 0s 17ms/step >18, 554/693, d1=0.608, d2=0.675 g=0.835 2/2 [==============================] - 0s 17ms/step >18, 555/693, d1=0.641, d2=0.623 g=0.831 2/2 [==============================] - 0s 18ms/step >18, 556/693, d1=0.620, d2=0.617 g=0.926 2/2 [==============================] - 0s 18ms/step >18, 557/693, d1=0.659, d2=0.627 g=0.843 2/2 [==============================] - 0s 18ms/step >18, 558/693, d1=0.654, d2=0.653 g=0.852 2/2 [==============================] - 0s 18ms/step >18, 559/693, d1=0.604, d2=0.670 g=0.850 2/2 [==============================] - 0s 17ms/step >18, 560/693, d1=0.650, d2=0.732 g=0.860 2/2 [==============================] - 0s 18ms/step >18, 561/693, d1=0.623, d2=0.628 g=0.895 2/2 [==============================] - 0s 18ms/step >18, 562/693, d1=0.607, d2=0.581 g=0.870 2/2 [==============================] - 0s 18ms/step >18, 563/693, d1=0.625, d2=0.586 g=0.856 2/2 [==============================] - 0s 17ms/step >18, 564/693, d1=0.624, d2=0.616 g=0.927 2/2 [==============================] - 0s 18ms/step >18, 565/693, d1=0.631, d2=0.679 g=0.918 2/2 [==============================] - 0s 17ms/step >18, 566/693, d1=0.656, d2=0.629 g=0.874 2/2 [==============================] - 0s 18ms/step >18, 567/693, d1=0.651, d2=0.672 g=0.888 2/2 [==============================] - 0s 18ms/step >18, 568/693, d1=0.670, d2=0.616 g=0.895 2/2 [==============================] - 0s 17ms/step >18, 569/693, d1=0.713, d2=0.596 g=0.853 2/2 [==============================] - 0s 16ms/step >18, 570/693, d1=0.684, d2=0.659 g=0.849 2/2 [==============================] - 0s 17ms/step >18, 571/693, d1=0.643, d2=0.568 g=0.844 2/2 [==============================] - 0s 18ms/step >18, 572/693, d1=0.701, d2=0.686 g=0.866 2/2 [==============================] - 0s 19ms/step >18, 573/693, d1=0.583, d2=0.617 g=0.839 2/2 [==============================] - 0s 17ms/step >18, 574/693, d1=0.650, d2=0.728 g=0.863 2/2 [==============================] - 0s 17ms/step >18, 575/693, d1=0.680, d2=0.627 g=0.877 2/2 [==============================] - 0s 16ms/step >18, 576/693, d1=0.639, d2=0.631 g=0.851 2/2 [==============================] - 0s 16ms/step >18, 577/693, d1=0.651, d2=0.666 g=0.885 2/2 [==============================] - 0s 19ms/step >18, 578/693, d1=0.603, d2=0.623 g=0.840 2/2 [==============================] - 0s 17ms/step >18, 579/693, d1=0.643, d2=0.603 g=0.886 2/2 [==============================] - 0s 17ms/step >18, 580/693, d1=0.663, d2=0.609 g=0.897 2/2 [==============================] - 0s 18ms/step >18, 581/693, d1=0.678, d2=0.596 g=0.876 2/2 [==============================] - 0s 17ms/step >18, 582/693, d1=0.666, d2=0.653 g=0.834 2/2 [==============================] - 0s 17ms/step >18, 583/693, d1=0.718, d2=0.727 g=0.833 2/2 [==============================] - 0s 18ms/step >18, 584/693, d1=0.640, d2=0.623 g=0.836 2/2 [==============================] - 0s 17ms/step >18, 585/693, d1=0.661, d2=0.648 g=0.850 2/2 [==============================] - 0s 16ms/step >18, 586/693, d1=0.640, d2=0.621 g=0.841 2/2 [==============================] - 0s 17ms/step >18, 587/693, d1=0.652, d2=0.634 g=0.828 2/2 [==============================] - 0s 18ms/step >18, 588/693, d1=0.581, d2=0.668 g=0.847 2/2 [==============================] - 0s 18ms/step >18, 589/693, d1=0.586, d2=0.684 g=0.848 2/2 [==============================] - 0s 19ms/step >18, 590/693, d1=0.567, d2=0.666 g=0.843 2/2 [==============================] - 0s 17ms/step >18, 591/693, d1=0.655, d2=0.676 g=0.833 2/2 [==============================] - 0s 17ms/step >18, 592/693, d1=0.584, d2=0.685 g=0.899 2/2 [==============================] - 0s 18ms/step >18, 593/693, d1=0.672, d2=0.629 g=0.862 2/2 [==============================] - 0s 18ms/step >18, 594/693, d1=0.641, d2=0.621 g=0.891 2/2 [==============================] - 0s 17ms/step >18, 595/693, d1=0.648, d2=0.551 g=0.902 2/2 [==============================] - 0s 17ms/step >18, 596/693, d1=0.673, d2=0.579 g=0.926 2/2 [==============================] - 0s 18ms/step >18, 597/693, d1=0.638, d2=0.637 g=0.869 2/2 [==============================] - 0s 17ms/step >18, 598/693, d1=0.648, d2=0.653 g=0.886 2/2 [==============================] - 0s 17ms/step >18, 599/693, d1=0.657, d2=0.640 g=0.872 2/2 [==============================] - 0s 18ms/step >18, 600/693, d1=0.620, d2=0.666 g=0.876 2/2 [==============================] - 0s 17ms/step >18, 601/693, d1=0.651, d2=0.614 g=0.897 2/2 [==============================] - 0s 16ms/step >18, 602/693, d1=0.587, d2=0.649 g=0.860 2/2 [==============================] - 0s 18ms/step >18, 603/693, d1=0.717, d2=0.676 g=0.789 2/2 [==============================] - 0s 18ms/step >18, 604/693, d1=0.642, d2=0.655 g=0.852 2/2 [==============================] - 0s 17ms/step >18, 605/693, d1=0.570, d2=0.608 g=0.881 2/2 [==============================] - 0s 18ms/step >18, 606/693, d1=0.647, d2=0.705 g=0.827 2/2 [==============================] - 0s 17ms/step >18, 607/693, d1=0.664, d2=0.650 g=0.848 2/2 [==============================] - 0s 18ms/step >18, 608/693, d1=0.592, d2=0.710 g=0.853 2/2 [==============================] - 0s 17ms/step >18, 609/693, d1=0.669, d2=0.681 g=0.873 2/2 [==============================] - 0s 16ms/step >18, 610/693, d1=0.641, d2=0.623 g=0.910 2/2 [==============================] - 0s 18ms/step >18, 611/693, d1=0.698, d2=0.645 g=0.809 2/2 [==============================] - 0s 17ms/step >18, 612/693, d1=0.608, d2=0.687 g=0.846 2/2 [==============================] - 0s 18ms/step >18, 613/693, d1=0.611, d2=0.663 g=0.929 2/2 [==============================] - 0s 17ms/step >18, 614/693, d1=0.647, d2=0.616 g=0.911 2/2 [==============================] - 0s 17ms/step >18, 615/693, d1=0.632, d2=0.682 g=0.915 2/2 [==============================] - 0s 16ms/step >18, 616/693, d1=0.712, d2=0.661 g=0.931 2/2 [==============================] - 0s 17ms/step >18, 617/693, d1=0.690, d2=0.639 g=0.884 2/2 [==============================] - 0s 19ms/step >18, 618/693, d1=0.768, d2=0.627 g=0.915 2/2 [==============================] - 0s 18ms/step >18, 619/693, d1=0.670, d2=0.601 g=0.854 2/2 [==============================] - 0s 18ms/step >18, 620/693, d1=0.645, d2=0.654 g=0.868 2/2 [==============================] - 0s 18ms/step >18, 621/693, d1=0.671, d2=0.648 g=0.803 2/2 [==============================] - 0s 17ms/step >18, 622/693, d1=0.645, d2=0.665 g=0.838 2/2 [==============================] - 0s 18ms/step >18, 623/693, d1=0.573, d2=0.669 g=0.814 2/2 [==============================] - 0s 18ms/step >18, 624/693, d1=0.657, d2=0.654 g=0.824 2/2 [==============================] - 0s 19ms/step >18, 625/693, d1=0.604, d2=0.694 g=0.857 2/2 [==============================] - 0s 16ms/step >18, 626/693, d1=0.655, d2=0.656 g=0.848 2/2 [==============================] - 0s 18ms/step >18, 627/693, d1=0.641, d2=0.656 g=0.865 2/2 [==============================] - 0s 16ms/step >18, 628/693, d1=0.666, d2=0.652 g=0.891 2/2 [==============================] - 0s 18ms/step >18, 629/693, d1=0.661, d2=0.627 g=0.912 2/2 [==============================] - 0s 18ms/step >18, 630/693, d1=0.676, d2=0.687 g=0.872 2/2 [==============================] - 0s 18ms/step >18, 631/693, d1=0.648, d2=0.631 g=0.867 2/2 [==============================] - 0s 18ms/step >18, 632/693, d1=0.657, d2=0.661 g=0.908 2/2 [==============================] - 0s 16ms/step >18, 633/693, d1=0.663, d2=0.674 g=0.877 2/2 [==============================] - 0s 19ms/step >18, 634/693, d1=0.679, d2=0.617 g=0.844 2/2 [==============================] - 0s 17ms/step >18, 635/693, d1=0.662, d2=0.662 g=0.856 2/2 [==============================] - 0s 17ms/step >18, 636/693, d1=0.639, d2=0.654 g=0.831 2/2 [==============================] - 0s 16ms/step >18, 637/693, d1=0.700, d2=0.691 g=0.864 2/2 [==============================] - 0s 17ms/step >18, 638/693, d1=0.688, d2=0.654 g=0.878 2/2 [==============================] - 0s 17ms/step >18, 639/693, d1=0.599, d2=0.662 g=0.840 2/2 [==============================] - 0s 17ms/step >18, 640/693, d1=0.635, d2=0.653 g=0.885 2/2 [==============================] - 0s 16ms/step >18, 641/693, d1=0.631, d2=0.657 g=0.918 2/2 [==============================] - 0s 16ms/step >18, 642/693, d1=0.617, d2=0.638 g=0.794 2/2 [==============================] - 0s 18ms/step >18, 643/693, d1=0.609, d2=0.658 g=0.821 2/2 [==============================] - 0s 17ms/step >18, 644/693, d1=0.647, d2=0.606 g=0.863 2/2 [==============================] - 0s 17ms/step >18, 645/693, d1=0.694, d2=0.625 g=0.930 2/2 [==============================] - 0s 18ms/step >18, 646/693, d1=0.686, d2=0.651 g=0.843 2/2 [==============================] - 0s 16ms/step >18, 647/693, d1=0.702, d2=0.641 g=0.840 2/2 [==============================] - 0s 18ms/step >18, 648/693, d1=0.659, d2=0.642 g=0.853 2/2 [==============================] - 0s 16ms/step >18, 649/693, d1=0.559, d2=0.639 g=0.795 2/2 [==============================] - 0s 17ms/step >18, 650/693, d1=0.627, d2=0.602 g=0.835 2/2 [==============================] - 0s 16ms/step >18, 651/693, d1=0.652, d2=0.637 g=0.829 2/2 [==============================] - 0s 17ms/step >18, 652/693, d1=0.632, d2=0.736 g=0.836 2/2 [==============================] - 0s 16ms/step >18, 653/693, d1=0.618, d2=0.669 g=0.864 2/2 [==============================] - 0s 18ms/step >18, 654/693, d1=0.652, d2=0.722 g=0.822 2/2 [==============================] - 0s 17ms/step >18, 655/693, d1=0.581, d2=0.628 g=0.837 2/2 [==============================] - 0s 18ms/step >18, 656/693, d1=0.677, d2=0.654 g=0.845 2/2 [==============================] - 0s 17ms/step >18, 657/693, d1=0.605, d2=0.644 g=0.871 2/2 [==============================] - 0s 19ms/step >18, 658/693, d1=0.680, d2=0.630 g=0.808 2/2 [==============================] - 0s 17ms/step >18, 659/693, d1=0.613, d2=0.677 g=0.815 2/2 [==============================] - 0s 19ms/step >18, 660/693, d1=0.619, d2=0.614 g=0.861 2/2 [==============================] - 0s 16ms/step >18, 661/693, d1=0.638, d2=0.644 g=0.824 2/2 [==============================] - 0s 17ms/step >18, 662/693, d1=0.728, d2=0.691 g=0.832 2/2 [==============================] - 0s 18ms/step >18, 663/693, d1=0.614, d2=0.671 g=0.865 2/2 [==============================] - 0s 17ms/step >18, 664/693, d1=0.605, d2=0.625 g=0.838 2/2 [==============================] - 0s 18ms/step >18, 665/693, d1=0.670, d2=0.610 g=0.926 2/2 [==============================] - 0s 18ms/step >18, 666/693, d1=0.675, d2=0.629 g=0.870 2/2 [==============================] - 0s 17ms/step >18, 667/693, d1=0.665, d2=0.658 g=0.900 2/2 [==============================] - 0s 16ms/step >18, 668/693, d1=0.619, d2=0.625 g=0.889 2/2 [==============================] - 0s 17ms/step >18, 669/693, d1=0.654, d2=0.653 g=0.903 2/2 [==============================] - 0s 18ms/step >18, 670/693, d1=0.679, d2=0.667 g=0.877 2/2 [==============================] - 0s 18ms/step >18, 671/693, d1=0.651, d2=0.639 g=0.837 2/2 [==============================] - 0s 17ms/step >18, 672/693, d1=0.613, d2=0.662 g=0.902 2/2 [==============================] - 0s 18ms/step >18, 673/693, d1=0.716, d2=0.672 g=0.883 2/2 [==============================] - 0s 16ms/step >18, 674/693, d1=0.656, d2=0.655 g=0.892 2/2 [==============================] - 0s 17ms/step >18, 675/693, d1=0.694, d2=0.610 g=0.936 2/2 [==============================] - 0s 17ms/step >18, 676/693, d1=0.691, d2=0.613 g=0.888 2/2 [==============================] - 0s 16ms/step >18, 677/693, d1=0.765, d2=0.627 g=0.826 2/2 [==============================] - 0s 18ms/step >18, 678/693, d1=0.687, d2=0.659 g=0.839 2/2 [==============================] - 0s 18ms/step >18, 679/693, d1=0.632, d2=0.686 g=0.870 2/2 [==============================] - 0s 18ms/step >18, 680/693, d1=0.657, d2=0.639 g=0.869 2/2 [==============================] - 0s 19ms/step >18, 681/693, d1=0.634, d2=0.659 g=0.844 2/2 [==============================] - 0s 18ms/step >18, 682/693, d1=0.640, d2=0.711 g=0.822 2/2 [==============================] - 0s 16ms/step >18, 683/693, d1=0.561, d2=0.642 g=0.852 2/2 [==============================] - 0s 19ms/step >18, 684/693, d1=0.631, d2=0.659 g=0.857 2/2 [==============================] - 0s 17ms/step >18, 685/693, d1=0.673, d2=0.624 g=0.845 2/2 [==============================] - 0s 18ms/step >18, 686/693, d1=0.674, d2=0.635 g=0.797 2/2 [==============================] - 0s 17ms/step >18, 687/693, d1=0.620, d2=0.585 g=0.787 2/2 [==============================] - 0s 17ms/step >18, 688/693, d1=0.640, d2=0.658 g=0.813 2/2 [==============================] - 0s 17ms/step >18, 689/693, d1=0.687, d2=0.700 g=0.800 2/2 [==============================] - 0s 17ms/step >18, 690/693, d1=0.588, d2=0.660 g=0.876 2/2 [==============================] - 0s 17ms/step >18, 691/693, d1=0.664, d2=0.654 g=0.868 2/2 [==============================] - 0s 17ms/step >18, 692/693, d1=0.665, d2=0.673 g=0.911 2/2 [==============================] - 0s 18ms/step >18, 693/693, d1=0.670, d2=0.634 g=0.845 2/2 [==============================] - 0s 16ms/step >19, 1/693, d1=0.666, d2=0.638 g=0.855 2/2 [==============================] - 0s 18ms/step >19, 2/693, d1=0.604, d2=0.685 g=0.823 2/2 [==============================] - 0s 18ms/step >19, 3/693, d1=0.565, d2=0.645 g=0.818 2/2 [==============================] - 0s 18ms/step >19, 4/693, d1=0.646, d2=0.626 g=0.864 2/2 [==============================] - 0s 17ms/step >19, 5/693, d1=0.604, d2=0.655 g=0.879 2/2 [==============================] - 0s 19ms/step >19, 6/693, d1=0.666, d2=0.655 g=0.861 2/2 [==============================] - 0s 19ms/step >19, 7/693, d1=0.636, d2=0.573 g=0.883 2/2 [==============================] - 0s 17ms/step >19, 8/693, d1=0.693, d2=0.654 g=0.852 2/2 [==============================] - 0s 19ms/step >19, 9/693, d1=0.605, d2=0.609 g=0.864 2/2 [==============================] - 0s 17ms/step >19, 10/693, d1=0.670, d2=0.657 g=0.862 2/2 [==============================] - 0s 17ms/step >19, 11/693, d1=0.689, d2=0.657 g=0.895 2/2 [==============================] - 0s 17ms/step >19, 12/693, d1=0.671, d2=0.648 g=0.863 2/2 [==============================] - 0s 20ms/step >19, 13/693, d1=0.602, d2=0.594 g=0.905 2/2 [==============================] - 0s 17ms/step >19, 14/693, d1=0.668, d2=0.670 g=0.895 2/2 [==============================] - 0s 17ms/step >19, 15/693, d1=0.712, d2=0.691 g=0.836 2/2 [==============================] - 0s 17ms/step >19, 16/693, d1=0.645, d2=0.680 g=0.819 2/2 [==============================] - 0s 16ms/step >19, 17/693, d1=0.632, d2=0.656 g=0.813 2/2 [==============================] - 0s 18ms/step >19, 18/693, d1=0.668, d2=0.726 g=0.840 2/2 [==============================] - 0s 18ms/step >19, 19/693, d1=0.617, d2=0.627 g=0.812 2/2 [==============================] - 0s 18ms/step >19, 20/693, d1=0.637, d2=0.611 g=0.849 2/2 [==============================] - 0s 17ms/step >19, 21/693, d1=0.650, d2=0.700 g=0.869 2/2 [==============================] - 0s 19ms/step >19, 22/693, d1=0.609, d2=0.623 g=0.845 2/2 [==============================] - 0s 17ms/step >19, 23/693, d1=0.652, d2=0.629 g=0.864 2/2 [==============================] - 0s 19ms/step >19, 24/693, d1=0.672, d2=0.703 g=0.838 2/2 [==============================] - 0s 17ms/step >19, 25/693, d1=0.651, d2=0.637 g=0.858 2/2 [==============================] - 0s 18ms/step >19, 26/693, d1=0.670, d2=0.620 g=0.884 2/2 [==============================] - 0s 16ms/step >19, 27/693, d1=0.664, d2=0.643 g=0.846 2/2 [==============================] - 0s 16ms/step >19, 28/693, d1=0.685, d2=0.678 g=0.857 2/2 [==============================] - 0s 17ms/step >19, 29/693, d1=0.639, d2=0.679 g=0.832 2/2 [==============================] - 0s 17ms/step >19, 30/693, d1=0.627, d2=0.687 g=0.868 2/2 [==============================] - 0s 16ms/step >19, 31/693, d1=0.606, d2=0.671 g=0.813 2/2 [==============================] - 0s 17ms/step >19, 32/693, d1=0.652, d2=0.654 g=0.853 2/2 [==============================] - 0s 16ms/step >19, 33/693, d1=0.637, d2=0.656 g=0.898 2/2 [==============================] - 0s 17ms/step >19, 34/693, d1=0.681, d2=0.692 g=0.900 2/2 [==============================] - 0s 19ms/step >19, 35/693, d1=0.629, d2=0.627 g=0.880 2/2 [==============================] - 0s 17ms/step >19, 36/693, d1=0.683, d2=0.580 g=0.873 2/2 [==============================] - 0s 18ms/step >19, 37/693, d1=0.674, d2=0.624 g=0.864 2/2 [==============================] - 0s 16ms/step >19, 38/693, d1=0.683, d2=0.644 g=0.877 2/2 [==============================] - 0s 18ms/step >19, 39/693, d1=0.620, d2=0.659 g=0.875 2/2 [==============================] - 0s 17ms/step >19, 40/693, d1=0.683, d2=0.664 g=0.836 2/2 [==============================] - 0s 17ms/step >19, 41/693, d1=0.651, d2=0.703 g=0.843 2/2 [==============================] - 0s 16ms/step >19, 42/693, d1=0.694, d2=0.611 g=0.871 2/2 [==============================] - 0s 16ms/step >19, 43/693, d1=0.668, d2=0.634 g=0.803 2/2 [==============================] - 0s 17ms/step >19, 44/693, d1=0.618, d2=0.661 g=0.876 2/2 [==============================] - 0s 17ms/step >19, 45/693, d1=0.671, d2=0.597 g=0.903 2/2 [==============================] - 0s 16ms/step >19, 46/693, d1=0.639, d2=0.642 g=0.878 2/2 [==============================] - 0s 16ms/step >19, 47/693, d1=0.641, d2=0.695 g=0.890 2/2 [==============================] - 0s 16ms/step >19, 48/693, d1=0.643, d2=0.622 g=0.866 2/2 [==============================] - 0s 17ms/step >19, 49/693, d1=0.643, d2=0.624 g=0.854 2/2 [==============================] - 0s 17ms/step >19, 50/693, d1=0.636, d2=0.642 g=0.860 2/2 [==============================] - 0s 17ms/step >19, 51/693, d1=0.709, d2=0.714 g=0.782 2/2 [==============================] - 0s 17ms/step >19, 52/693, d1=0.654, d2=0.649 g=0.833 2/2 [==============================] - 0s 17ms/step >19, 53/693, d1=0.613, d2=0.709 g=0.857 2/2 [==============================] - 0s 18ms/step >19, 54/693, d1=0.613, d2=0.642 g=0.890 2/2 [==============================] - 0s 18ms/step >19, 55/693, d1=0.659, d2=0.703 g=0.890 2/2 [==============================] - 0s 18ms/step >19, 56/693, d1=0.604, d2=0.628 g=0.923 2/2 [==============================] - 0s 17ms/step >19, 57/693, d1=0.707, d2=0.632 g=0.895 2/2 [==============================] - 0s 17ms/step >19, 58/693, d1=0.652, d2=0.702 g=0.861 2/2 [==============================] - 0s 16ms/step >19, 59/693, d1=0.658, d2=0.665 g=0.898 2/2 [==============================] - 0s 17ms/step >19, 60/693, d1=0.672, d2=0.669 g=0.894 2/2 [==============================] - 0s 17ms/step >19, 61/693, d1=0.675, d2=0.604 g=0.853 2/2 [==============================] - 0s 17ms/step >19, 62/693, d1=0.646, d2=0.652 g=0.881 2/2 [==============================] - 0s 17ms/step >19, 63/693, d1=0.650, d2=0.645 g=0.838 2/2 [==============================] - 0s 18ms/step >19, 64/693, d1=0.621, d2=0.685 g=0.840 2/2 [==============================] - 0s 17ms/step >19, 65/693, d1=0.637, d2=0.611 g=0.809 2/2 [==============================] - 0s 17ms/step >19, 66/693, d1=0.666, d2=0.645 g=0.847 2/2 [==============================] - 0s 17ms/step >19, 67/693, d1=0.654, d2=0.644 g=0.816 2/2 [==============================] - 0s 17ms/step >19, 68/693, d1=0.619, d2=0.662 g=0.835 2/2 [==============================] - 0s 17ms/step >19, 69/693, d1=0.623, d2=0.657 g=0.806 2/2 [==============================] - 0s 16ms/step >19, 70/693, d1=0.695, d2=0.652 g=0.859 2/2 [==============================] - 0s 18ms/step >19, 71/693, d1=0.634, d2=0.609 g=0.836 2/2 [==============================] - 0s 17ms/step >19, 72/693, d1=0.626, d2=0.656 g=0.814 2/2 [==============================] - 0s 16ms/step >19, 73/693, d1=0.678, d2=0.620 g=0.836 2/2 [==============================] - 0s 17ms/step >19, 74/693, d1=0.624, d2=0.676 g=0.829 2/2 [==============================] - 0s 17ms/step >19, 75/693, d1=0.627, d2=0.700 g=0.838 2/2 [==============================] - 0s 17ms/step >19, 76/693, d1=0.660, d2=0.727 g=0.850 2/2 [==============================] - 0s 16ms/step >19, 77/693, d1=0.639, d2=0.623 g=0.817 2/2 [==============================] - 0s 19ms/step >19, 78/693, d1=0.634, d2=0.688 g=0.833 2/2 [==============================] - 0s 17ms/step >19, 79/693, d1=0.666, d2=0.660 g=0.805 2/2 [==============================] - 0s 17ms/step >19, 80/693, d1=0.626, d2=0.662 g=0.845 2/2 [==============================] - 0s 16ms/step >19, 81/693, d1=0.633, d2=0.622 g=0.876 2/2 [==============================] - 0s 18ms/step >19, 82/693, d1=0.660, d2=0.665 g=0.838 2/2 [==============================] - 0s 17ms/step >19, 83/693, d1=0.638, d2=0.628 g=0.859 2/2 [==============================] - 0s 19ms/step >19, 84/693, d1=0.624, d2=0.644 g=0.888 2/2 [==============================] - 0s 18ms/step >19, 85/693, d1=0.649, d2=0.667 g=0.881 2/2 [==============================] - 0s 17ms/step >19, 86/693, d1=0.635, d2=0.609 g=0.897 2/2 [==============================] - 0s 17ms/step >19, 87/693, d1=0.707, d2=0.627 g=0.829 2/2 [==============================] - 0s 17ms/step >19, 88/693, d1=0.658, d2=0.673 g=0.847 2/2 [==============================] - 0s 16ms/step >19, 89/693, d1=0.652, d2=0.616 g=0.881 2/2 [==============================] - 0s 16ms/step >19, 90/693, d1=0.659, d2=0.674 g=0.863 2/2 [==============================] - 0s 17ms/step >19, 91/693, d1=0.622, d2=0.686 g=0.833 2/2 [==============================] - 0s 17ms/step >19, 92/693, d1=0.678, d2=0.611 g=0.877 2/2 [==============================] - 0s 18ms/step >19, 93/693, d1=0.652, d2=0.669 g=0.850 2/2 [==============================] - 0s 16ms/step >19, 94/693, d1=0.644, d2=0.620 g=0.881 2/2 [==============================] - 0s 17ms/step >19, 95/693, d1=0.641, d2=0.645 g=0.863 2/2 [==============================] - 0s 18ms/step >19, 96/693, d1=0.608, d2=0.716 g=0.872 2/2 [==============================] - 0s 17ms/step >19, 97/693, d1=0.670, d2=0.611 g=0.880 2/2 [==============================] - 0s 17ms/step >19, 98/693, d1=0.638, d2=0.641 g=0.897 2/2 [==============================] - 0s 18ms/step >19, 99/693, d1=0.633, d2=0.636 g=0.819 2/2 [==============================] - 0s 20ms/step >19, 100/693, d1=0.590, d2=0.601 g=0.896 2/2 [==============================] - 0s 18ms/step >19, 101/693, d1=0.683, d2=0.635 g=0.930 2/2 [==============================] - 0s 17ms/step >19, 102/693, d1=0.599, d2=0.611 g=0.862 2/2 [==============================] - 0s 18ms/step >19, 103/693, d1=0.672, d2=0.677 g=0.888 2/2 [==============================] - 0s 17ms/step >19, 104/693, d1=0.620, d2=0.650 g=0.830 2/2 [==============================] - 0s 17ms/step >19, 105/693, d1=0.622, d2=0.753 g=0.833 2/2 [==============================] - 0s 17ms/step >19, 106/693, d1=0.636, d2=0.657 g=0.816 2/2 [==============================] - 0s 16ms/step >19, 107/693, d1=0.617, d2=0.670 g=0.851 2/2 [==============================] - 0s 17ms/step >19, 108/693, d1=0.629, d2=0.627 g=0.897 2/2 [==============================] - 0s 16ms/step >19, 109/693, d1=0.706, d2=0.636 g=0.924 2/2 [==============================] - 0s 17ms/step >19, 110/693, d1=0.639, d2=0.609 g=0.875 2/2 [==============================] - 0s 17ms/step >19, 111/693, d1=0.651, d2=0.623 g=0.893 2/2 [==============================] - 0s 16ms/step >19, 112/693, d1=0.645, d2=0.605 g=0.876 2/2 [==============================] - 0s 16ms/step >19, 113/693, d1=0.634, d2=0.716 g=0.814 2/2 [==============================] - 0s 19ms/step >19, 114/693, d1=0.673, d2=0.693 g=0.887 2/2 [==============================] - 0s 16ms/step >19, 115/693, d1=0.602, d2=0.659 g=0.872 2/2 [==============================] - 0s 19ms/step >19, 116/693, d1=0.633, d2=0.653 g=0.954 2/2 [==============================] - 0s 16ms/step >19, 117/693, d1=0.692, d2=0.644 g=0.888 2/2 [==============================] - 0s 18ms/step >19, 118/693, d1=0.660, d2=0.715 g=0.929 2/2 [==============================] - 0s 18ms/step >19, 119/693, d1=0.632, d2=0.652 g=0.867 2/2 [==============================] - 0s 19ms/step >19, 120/693, d1=0.686, d2=0.666 g=0.883 2/2 [==============================] - 0s 17ms/step >19, 121/693, d1=0.692, d2=0.696 g=0.848 2/2 [==============================] - 0s 17ms/step >19, 122/693, d1=0.663, d2=0.634 g=0.892 2/2 [==============================] - 0s 17ms/step >19, 123/693, d1=0.697, d2=0.633 g=0.899 2/2 [==============================] - 0s 17ms/step >19, 124/693, d1=0.617, d2=0.656 g=0.881 2/2 [==============================] - 0s 17ms/step >19, 125/693, d1=0.617, d2=0.612 g=0.857 2/2 [==============================] - 0s 18ms/step >19, 126/693, d1=0.658, d2=0.628 g=0.872 2/2 [==============================] - 0s 17ms/step >19, 127/693, d1=0.672, d2=0.681 g=0.852 2/2 [==============================] - 0s 17ms/step >19, 128/693, d1=0.661, d2=0.625 g=0.877 2/2 [==============================] - 0s 18ms/step >19, 129/693, d1=0.655, d2=0.627 g=0.896 2/2 [==============================] - 0s 18ms/step >19, 130/693, d1=0.627, d2=0.595 g=0.871 2/2 [==============================] - 0s 19ms/step >19, 131/693, d1=0.622, d2=0.643 g=0.878 2/2 [==============================] - 0s 17ms/step >19, 132/693, d1=0.612, d2=0.605 g=0.904 2/2 [==============================] - 0s 18ms/step >19, 133/693, d1=0.656, d2=0.612 g=0.871 2/2 [==============================] - 0s 18ms/step >19, 134/693, d1=0.695, d2=0.618 g=0.849 2/2 [==============================] - 0s 17ms/step >19, 135/693, d1=0.607, d2=0.680 g=0.887 2/2 [==============================] - 0s 20ms/step >19, 136/693, d1=0.669, d2=0.625 g=0.842 2/2 [==============================] - 0s 17ms/step >19, 137/693, d1=0.613, d2=0.618 g=0.858 2/2 [==============================] - 0s 16ms/step >19, 138/693, d1=0.621, d2=0.657 g=0.908 2/2 [==============================] - 0s 17ms/step >19, 139/693, d1=0.642, d2=0.656 g=0.919 2/2 [==============================] - 0s 16ms/step >19, 140/693, d1=0.614, d2=0.629 g=0.903 2/2 [==============================] - 0s 16ms/step >19, 141/693, d1=0.651, d2=0.661 g=0.919 2/2 [==============================] - 0s 18ms/step >19, 142/693, d1=0.680, d2=0.652 g=0.856 2/2 [==============================] - 0s 17ms/step >19, 143/693, d1=0.697, d2=0.638 g=0.898 2/2 [==============================] - 0s 17ms/step >19, 144/693, d1=0.627, d2=0.637 g=0.825 2/2 [==============================] - 0s 19ms/step >19, 145/693, d1=0.634, d2=0.730 g=0.791 2/2 [==============================] - 0s 17ms/step >19, 146/693, d1=0.653, d2=0.635 g=0.861 2/2 [==============================] - 0s 19ms/step >19, 147/693, d1=0.631, d2=0.645 g=0.865 2/2 [==============================] - 0s 18ms/step >19, 148/693, d1=0.681, d2=0.654 g=0.828 2/2 [==============================] - 0s 18ms/step >19, 149/693, d1=0.653, d2=0.627 g=0.889 2/2 [==============================] - 0s 19ms/step >19, 150/693, d1=0.643, d2=0.653 g=0.845 2/2 [==============================] - 0s 17ms/step >19, 151/693, d1=0.649, d2=0.646 g=0.823 2/2 [==============================] - 0s 20ms/step >19, 152/693, d1=0.630, d2=0.669 g=0.820 2/2 [==============================] - 0s 17ms/step >19, 153/693, d1=0.661, d2=0.713 g=0.823 2/2 [==============================] - 0s 17ms/step >19, 154/693, d1=0.623, d2=0.654 g=0.813 2/2 [==============================] - 0s 17ms/step >19, 155/693, d1=0.629, d2=0.669 g=0.821 2/2 [==============================] - 0s 17ms/step >19, 156/693, d1=0.673, d2=0.670 g=0.802 2/2 [==============================] - 0s 18ms/step >19, 157/693, d1=0.674, d2=0.658 g=0.852 2/2 [==============================] - 0s 17ms/step >19, 158/693, d1=0.663, d2=0.604 g=0.820 2/2 [==============================] - 0s 18ms/step >19, 159/693, d1=0.617, d2=0.627 g=0.847 2/2 [==============================] - 0s 19ms/step >19, 160/693, d1=0.669, d2=0.686 g=0.846 2/2 [==============================] - 0s 19ms/step >19, 161/693, d1=0.606, d2=0.621 g=0.814 2/2 [==============================] - 0s 17ms/step >19, 162/693, d1=0.652, d2=0.680 g=0.854 2/2 [==============================] - 0s 16ms/step >19, 163/693, d1=0.597, d2=0.691 g=0.820 2/2 [==============================] - 0s 19ms/step >19, 164/693, d1=0.634, d2=0.612 g=0.844 2/2 [==============================] - 0s 18ms/step >19, 165/693, d1=0.655, d2=0.637 g=0.866 2/2 [==============================] - 0s 17ms/step >19, 166/693, d1=0.639, d2=0.610 g=0.885 2/2 [==============================] - 0s 22ms/step >19, 167/693, d1=0.617, d2=0.649 g=0.857 2/2 [==============================] - 0s 17ms/step >19, 168/693, d1=0.617, d2=0.686 g=0.915 2/2 [==============================] - 0s 17ms/step >19, 169/693, d1=0.706, d2=0.638 g=0.893 2/2 [==============================] - 0s 16ms/step >19, 170/693, d1=0.633, d2=0.577 g=0.847 2/2 [==============================] - 0s 18ms/step >19, 171/693, d1=0.634, d2=0.616 g=0.921 2/2 [==============================] - 0s 16ms/step >19, 172/693, d1=0.699, d2=0.647 g=0.865 2/2 [==============================] - 0s 18ms/step >19, 173/693, d1=0.642, d2=0.668 g=0.889 2/2 [==============================] - 0s 17ms/step >19, 174/693, d1=0.645, d2=0.606 g=0.865 2/2 [==============================] - 0s 17ms/step >19, 175/693, d1=0.648, d2=0.648 g=0.850 2/2 [==============================] - 0s 20ms/step >19, 176/693, d1=0.678, d2=0.643 g=0.882 2/2 [==============================] - 0s 18ms/step >19, 177/693, d1=0.638, d2=0.613 g=0.889 2/2 [==============================] - 0s 17ms/step >19, 178/693, d1=0.617, d2=0.644 g=0.834 2/2 [==============================] - 0s 18ms/step >19, 179/693, d1=0.634, d2=0.647 g=0.874 2/2 [==============================] - 0s 16ms/step >19, 180/693, d1=0.648, d2=0.690 g=0.846 2/2 [==============================] - 0s 19ms/step >19, 181/693, d1=0.611, d2=0.687 g=0.874 2/2 [==============================] - 0s 18ms/step >19, 182/693, d1=0.696, d2=0.585 g=0.887 2/2 [==============================] - 0s 18ms/step >19, 183/693, d1=0.603, d2=0.644 g=0.925 2/2 [==============================] - 0s 17ms/step >19, 184/693, d1=0.686, d2=0.610 g=0.929 2/2 [==============================] - 0s 18ms/step >19, 185/693, d1=0.675, d2=0.653 g=0.856 2/2 [==============================] - 0s 17ms/step >19, 186/693, d1=0.606, d2=0.703 g=0.865 2/2 [==============================] - 0s 17ms/step >19, 187/693, d1=0.611, d2=0.647 g=0.891 2/2 [==============================] - 0s 19ms/step >19, 188/693, d1=0.673, d2=0.631 g=0.814 2/2 [==============================] - 0s 18ms/step >19, 189/693, d1=0.654, d2=0.587 g=0.846 2/2 [==============================] - 0s 16ms/step >19, 190/693, d1=0.618, d2=0.599 g=0.855 2/2 [==============================] - 0s 18ms/step >19, 191/693, d1=0.614, d2=0.661 g=0.842 2/2 [==============================] - 0s 18ms/step >19, 192/693, d1=0.621, d2=0.681 g=0.888 2/2 [==============================] - 0s 17ms/step >19, 193/693, d1=0.631, d2=0.618 g=0.853 2/2 [==============================] - 0s 19ms/step >19, 194/693, d1=0.691, d2=0.653 g=0.874 2/2 [==============================] - 0s 16ms/step >19, 195/693, d1=0.694, d2=0.677 g=0.891 2/2 [==============================] - 0s 18ms/step >19, 196/693, d1=0.669, d2=0.666 g=0.868 2/2 [==============================] - 0s 18ms/step >19, 197/693, d1=0.688, d2=0.619 g=0.875 2/2 [==============================] - 0s 16ms/step >19, 198/693, d1=0.642, d2=0.644 g=0.892 2/2 [==============================] - 0s 18ms/step >19, 199/693, d1=0.651, d2=0.654 g=0.871 2/2 [==============================] - 0s 17ms/step >19, 200/693, d1=0.616, d2=0.670 g=0.876 2/2 [==============================] - 0s 18ms/step >19, 201/693, d1=0.633, d2=0.577 g=0.885 2/2 [==============================] - 0s 16ms/step >19, 202/693, d1=0.678, d2=0.616 g=0.863 2/2 [==============================] - 0s 17ms/step >19, 203/693, d1=0.675, d2=0.617 g=0.894 2/2 [==============================] - 0s 17ms/step >19, 204/693, d1=0.656, d2=0.660 g=0.841 2/2 [==============================] - 0s 17ms/step >19, 205/693, d1=0.680, d2=0.697 g=0.873 2/2 [==============================] - 0s 16ms/step >19, 206/693, d1=0.617, d2=0.613 g=0.847 2/2 [==============================] - 0s 17ms/step >19, 207/693, d1=0.615, d2=0.652 g=0.904 2/2 [==============================] - 0s 18ms/step >19, 208/693, d1=0.659, d2=0.612 g=0.845 2/2 [==============================] - 0s 18ms/step >19, 209/693, d1=0.605, d2=0.644 g=0.890 2/2 [==============================] - 0s 19ms/step >19, 210/693, d1=0.663, d2=0.671 g=0.860 2/2 [==============================] - 0s 17ms/step >19, 211/693, d1=0.667, d2=0.630 g=0.839 2/2 [==============================] - 0s 18ms/step >19, 212/693, d1=0.668, d2=0.643 g=0.842 2/2 [==============================] - 0s 18ms/step >19, 213/693, d1=0.623, d2=0.685 g=0.862 2/2 [==============================] - 0s 17ms/step >19, 214/693, d1=0.625, d2=0.629 g=0.874 2/2 [==============================] - 0s 19ms/step >19, 215/693, d1=0.636, d2=0.621 g=0.886 2/2 [==============================] - 0s 19ms/step >19, 216/693, d1=0.689, d2=0.629 g=0.903 2/2 [==============================] - 0s 17ms/step >19, 217/693, d1=0.721, d2=0.606 g=0.915 2/2 [==============================] - 0s 16ms/step >19, 218/693, d1=0.652, d2=0.660 g=0.908 2/2 [==============================] - 0s 17ms/step >19, 219/693, d1=0.641, d2=0.614 g=0.907 2/2 [==============================] - 0s 17ms/step >19, 220/693, d1=0.679, d2=0.650 g=0.881 2/2 [==============================] - 0s 18ms/step >19, 221/693, d1=0.692, d2=0.628 g=0.888 2/2 [==============================] - 0s 16ms/step >19, 222/693, d1=0.615, d2=0.636 g=0.927 2/2 [==============================] - 0s 19ms/step >19, 223/693, d1=0.603, d2=0.654 g=0.888 2/2 [==============================] - 0s 16ms/step >19, 224/693, d1=0.685, d2=0.651 g=0.904 2/2 [==============================] - 0s 16ms/step >19, 225/693, d1=0.617, d2=0.565 g=0.886 2/2 [==============================] - 0s 16ms/step >19, 226/693, d1=0.633, d2=0.668 g=0.828 2/2 [==============================] - 0s 18ms/step >19, 227/693, d1=0.723, d2=0.659 g=0.860 2/2 [==============================] - 0s 15ms/step >19, 228/693, d1=0.611, d2=0.680 g=0.843 2/2 [==============================] - 0s 19ms/step >19, 229/693, d1=0.653, d2=0.652 g=0.852 2/2 [==============================] - 0s 16ms/step >19, 230/693, d1=0.684, d2=0.617 g=0.900 2/2 [==============================] - 0s 16ms/step >19, 231/693, d1=0.647, d2=0.626 g=0.885 2/2 [==============================] - 0s 18ms/step >19, 232/693, d1=0.599, d2=0.655 g=0.865 2/2 [==============================] - 0s 16ms/step >19, 233/693, d1=0.626, d2=0.691 g=0.859 2/2 [==============================] - 0s 17ms/step >19, 234/693, d1=0.601, d2=0.641 g=0.899 2/2 [==============================] - 0s 16ms/step >19, 235/693, d1=0.592, d2=0.587 g=0.878 2/2 [==============================] - 0s 17ms/step >19, 236/693, d1=0.600, d2=0.648 g=0.860 2/2 [==============================] - 0s 17ms/step >19, 237/693, d1=0.666, d2=0.679 g=0.912 2/2 [==============================] - 0s 17ms/step >19, 238/693, d1=0.643, d2=0.672 g=0.862 2/2 [==============================] - 0s 18ms/step >19, 239/693, d1=0.762, d2=0.658 g=0.891 2/2 [==============================] - 0s 16ms/step >19, 240/693, d1=0.625, d2=0.592 g=0.916 2/2 [==============================] - 0s 17ms/step >19, 241/693, d1=0.667, d2=0.617 g=0.865 2/2 [==============================] - 0s 17ms/step >19, 242/693, d1=0.602, d2=0.642 g=0.865 2/2 [==============================] - 0s 18ms/step >19, 243/693, d1=0.616, d2=0.692 g=0.897 2/2 [==============================] - 0s 21ms/step >19, 244/693, d1=0.613, d2=0.654 g=0.875 2/2 [==============================] - 0s 18ms/step >19, 245/693, d1=0.605, d2=0.622 g=0.865 2/2 [==============================] - 0s 17ms/step >19, 246/693, d1=0.654, d2=0.633 g=0.853 2/2 [==============================] - 0s 16ms/step >19, 247/693, d1=0.663, d2=0.648 g=0.868 2/2 [==============================] - 0s 16ms/step >19, 248/693, d1=0.660, d2=0.640 g=0.907 2/2 [==============================] - 0s 17ms/step >19, 249/693, d1=0.689, d2=0.653 g=0.866 2/2 [==============================] - 0s 16ms/step >19, 250/693, d1=0.692, d2=0.603 g=0.879 2/2 [==============================] - 0s 17ms/step >19, 251/693, d1=0.607, d2=0.613 g=0.930 2/2 [==============================] - 0s 17ms/step >19, 252/693, d1=0.667, d2=0.632 g=0.862 2/2 [==============================] - 0s 16ms/step >19, 253/693, d1=0.618, d2=0.666 g=0.826 2/2 [==============================] - 0s 17ms/step >19, 254/693, d1=0.575, d2=0.568 g=0.887 2/2 [==============================] - 0s 16ms/step >19, 255/693, d1=0.609, d2=0.702 g=0.903 2/2 [==============================] - 0s 16ms/step >19, 256/693, d1=0.597, d2=0.563 g=0.929 2/2 [==============================] - 0s 19ms/step >19, 257/693, d1=0.655, d2=0.617 g=0.832 2/2 [==============================] - 0s 17ms/step >19, 258/693, d1=0.655, d2=0.648 g=0.859 2/2 [==============================] - 0s 18ms/step >19, 259/693, d1=0.591, d2=0.625 g=0.817 2/2 [==============================] - 0s 17ms/step >19, 260/693, d1=0.603, d2=0.648 g=0.828 2/2 [==============================] - 0s 18ms/step >19, 261/693, d1=0.619, d2=0.731 g=0.836 2/2 [==============================] - 0s 16ms/step >19, 262/693, d1=0.586, d2=0.617 g=0.882 2/2 [==============================] - 0s 16ms/step >19, 263/693, d1=0.619, d2=0.739 g=0.841 2/2 [==============================] - 0s 16ms/step >19, 264/693, d1=0.569, d2=0.655 g=0.860 2/2 [==============================] - 0s 17ms/step >19, 265/693, d1=0.647, d2=0.667 g=0.913 2/2 [==============================] - 0s 16ms/step >19, 266/693, d1=0.678, d2=0.584 g=0.897 2/2 [==============================] - 0s 16ms/step >19, 267/693, d1=0.701, d2=0.691 g=0.919 2/2 [==============================] - 0s 17ms/step >19, 268/693, d1=0.673, d2=0.654 g=0.902 2/2 [==============================] - 0s 17ms/step >19, 269/693, d1=0.658, d2=0.661 g=0.842 2/2 [==============================] - 0s 18ms/step >19, 270/693, d1=0.657, d2=0.662 g=0.843 2/2 [==============================] - 0s 17ms/step >19, 271/693, d1=0.680, d2=0.651 g=0.854 2/2 [==============================] - 0s 17ms/step >19, 272/693, d1=0.680, d2=0.661 g=0.878 2/2 [==============================] - 0s 15ms/step >19, 273/693, d1=0.697, d2=0.672 g=0.921 2/2 [==============================] - 0s 16ms/step >19, 274/693, d1=0.665, d2=0.678 g=0.893 2/2 [==============================] - 0s 17ms/step >19, 275/693, d1=0.665, d2=0.632 g=0.907 2/2 [==============================] - 0s 18ms/step >19, 276/693, d1=0.690, d2=0.648 g=0.918 2/2 [==============================] - 0s 16ms/step >19, 277/693, d1=0.729, d2=0.661 g=0.921 2/2 [==============================] - 0s 17ms/step >19, 278/693, d1=0.720, d2=0.645 g=0.867 2/2 [==============================] - 0s 17ms/step >19, 279/693, d1=0.681, d2=0.673 g=0.879 2/2 [==============================] - 0s 17ms/step >19, 280/693, d1=0.636, d2=0.647 g=0.879 2/2 [==============================] - 0s 17ms/step >19, 281/693, d1=0.682, d2=0.684 g=0.869 2/2 [==============================] - 0s 16ms/step >19, 282/693, d1=0.689, d2=0.624 g=0.848 2/2 [==============================] - 0s 17ms/step >19, 283/693, d1=0.709, d2=0.641 g=0.841 2/2 [==============================] - 0s 16ms/step >19, 284/693, d1=0.593, d2=0.697 g=0.860 2/2 [==============================] - 0s 16ms/step >19, 285/693, d1=0.627, d2=0.714 g=0.831 2/2 [==============================] - 0s 19ms/step >19, 286/693, d1=0.675, d2=0.701 g=0.857 2/2 [==============================] - 0s 17ms/step >19, 287/693, d1=0.660, d2=0.612 g=0.863 2/2 [==============================] - 0s 16ms/step >19, 288/693, d1=0.652, d2=0.667 g=0.875 2/2 [==============================] - 0s 17ms/step >19, 289/693, d1=0.656, d2=0.697 g=0.840 2/2 [==============================] - 0s 17ms/step >19, 290/693, d1=0.652, d2=0.635 g=0.866 2/2 [==============================] - 0s 17ms/step >19, 291/693, d1=0.590, d2=0.664 g=0.817 2/2 [==============================] - 0s 17ms/step >19, 292/693, d1=0.631, d2=0.673 g=0.875 2/2 [==============================] - 0s 17ms/step >19, 293/693, d1=0.648, d2=0.680 g=0.818 2/2 [==============================] - 0s 18ms/step >19, 294/693, d1=0.664, d2=0.713 g=0.830 2/2 [==============================] - 0s 17ms/step >19, 295/693, d1=0.657, d2=0.653 g=0.871 2/2 [==============================] - 0s 16ms/step >19, 296/693, d1=0.595, d2=0.687 g=0.855 2/2 [==============================] - 0s 16ms/step >19, 297/693, d1=0.642, d2=0.640 g=0.867 2/2 [==============================] - 0s 17ms/step >19, 298/693, d1=0.649, d2=0.670 g=0.883 2/2 [==============================] - 0s 16ms/step >19, 299/693, d1=0.660, d2=0.682 g=0.880 2/2 [==============================] - 0s 17ms/step >19, 300/693, d1=0.643, d2=0.617 g=0.849 2/2 [==============================] - 0s 19ms/step >19, 301/693, d1=0.744, d2=0.645 g=0.794 2/2 [==============================] - 0s 16ms/step >19, 302/693, d1=0.663, d2=0.662 g=0.861 2/2 [==============================] - 0s 17ms/step >19, 303/693, d1=0.641, d2=0.640 g=0.887 2/2 [==============================] - 0s 16ms/step >19, 304/693, d1=0.630, d2=0.624 g=0.939 2/2 [==============================] - 0s 17ms/step >19, 305/693, d1=0.683, d2=0.614 g=0.897 2/2 [==============================] - 0s 18ms/step >19, 306/693, d1=0.696, d2=0.641 g=0.852 2/2 [==============================] - 0s 16ms/step >19, 307/693, d1=0.554, d2=0.686 g=0.880 2/2 [==============================] - 0s 16ms/step >19, 308/693, d1=0.658, d2=0.632 g=0.915 2/2 [==============================] - 0s 17ms/step >19, 309/693, d1=0.698, d2=0.657 g=0.992 2/2 [==============================] - 0s 17ms/step >19, 310/693, d1=0.679, d2=0.659 g=0.919 2/2 [==============================] - 0s 16ms/step >19, 311/693, d1=0.604, d2=0.665 g=0.932 2/2 [==============================] - 0s 18ms/step >19, 312/693, d1=0.682, d2=0.676 g=0.892 2/2 [==============================] - 0s 18ms/step >19, 313/693, d1=0.658, d2=0.585 g=0.883 2/2 [==============================] - 0s 16ms/step >19, 314/693, d1=0.629, d2=0.692 g=0.889 2/2 [==============================] - 0s 17ms/step >19, 315/693, d1=0.639, d2=0.643 g=0.901 2/2 [==============================] - 0s 17ms/step >19, 316/693, d1=0.673, d2=0.659 g=0.897 2/2 [==============================] - 0s 19ms/step >19, 317/693, d1=0.631, d2=0.619 g=0.892 2/2 [==============================] - 0s 16ms/step >19, 318/693, d1=0.636, d2=0.648 g=0.899 2/2 [==============================] - 0s 19ms/step >19, 319/693, d1=0.657, d2=0.582 g=0.933 2/2 [==============================] - 0s 17ms/step >19, 320/693, d1=0.696, d2=0.552 g=0.910 2/2 [==============================] - 0s 17ms/step >19, 321/693, d1=0.642, d2=0.618 g=0.901 2/2 [==============================] - 0s 17ms/step >19, 322/693, d1=0.697, d2=0.655 g=0.812 2/2 [==============================] - 0s 17ms/step >19, 323/693, d1=0.616, d2=0.634 g=0.914 2/2 [==============================] - 0s 21ms/step >19, 324/693, d1=0.668, d2=0.628 g=0.822 2/2 [==============================] - 0s 17ms/step >19, 325/693, d1=0.673, d2=0.637 g=0.883 2/2 [==============================] - 0s 16ms/step >19, 326/693, d1=0.656, d2=0.642 g=0.826 2/2 [==============================] - 0s 17ms/step >19, 327/693, d1=0.585, d2=0.689 g=0.833 2/2 [==============================] - 0s 17ms/step >19, 328/693, d1=0.632, d2=0.623 g=0.851 2/2 [==============================] - 0s 18ms/step >19, 329/693, d1=0.645, d2=0.695 g=0.814 2/2 [==============================] - 0s 17ms/step >19, 330/693, d1=0.657, d2=0.635 g=0.820 2/2 [==============================] - 0s 16ms/step >19, 331/693, d1=0.669, d2=0.667 g=0.835 2/2 [==============================] - 0s 17ms/step >19, 332/693, d1=0.627, d2=0.643 g=0.801 2/2 [==============================] - 0s 18ms/step >19, 333/693, d1=0.638, d2=0.674 g=0.823 2/2 [==============================] - 0s 18ms/step >19, 334/693, d1=0.638, d2=0.684 g=0.848 2/2 [==============================] - 0s 17ms/step >19, 335/693, d1=0.622, d2=0.670 g=0.837 2/2 [==============================] - 0s 18ms/step >19, 336/693, d1=0.658, d2=0.664 g=0.917 2/2 [==============================] - 0s 16ms/step >19, 337/693, d1=0.647, d2=0.625 g=0.905 2/2 [==============================] - 0s 17ms/step >19, 338/693, d1=0.637, d2=0.600 g=0.872 2/2 [==============================] - 0s 18ms/step >19, 339/693, d1=0.655, d2=0.676 g=0.885 2/2 [==============================] - 0s 17ms/step >19, 340/693, d1=0.681, d2=0.665 g=0.848 2/2 [==============================] - 0s 17ms/step >19, 341/693, d1=0.646, d2=0.626 g=0.842 2/2 [==============================] - 0s 16ms/step >19, 342/693, d1=0.629, d2=0.640 g=0.833 2/2 [==============================] - 0s 16ms/step >19, 343/693, d1=0.660, d2=0.697 g=0.826 2/2 [==============================] - 0s 17ms/step >19, 344/693, d1=0.652, d2=0.593 g=0.833 2/2 [==============================] - 0s 16ms/step >19, 345/693, d1=0.688, d2=0.662 g=0.898 2/2 [==============================] - 0s 15ms/step >19, 346/693, d1=0.590, d2=0.626 g=0.894 2/2 [==============================] - 0s 16ms/step >19, 347/693, d1=0.636, d2=0.668 g=0.900 2/2 [==============================] - 0s 16ms/step >19, 348/693, d1=0.697, d2=0.638 g=0.872 2/2 [==============================] - 0s 18ms/step >19, 349/693, d1=0.644, d2=0.641 g=0.862 2/2 [==============================] - 0s 17ms/step >19, 350/693, d1=0.605, d2=0.666 g=0.870 2/2 [==============================] - 0s 19ms/step >19, 351/693, d1=0.681, d2=0.667 g=0.817 2/2 [==============================] - 0s 17ms/step >19, 352/693, d1=0.673, d2=0.635 g=0.839 2/2 [==============================] - 0s 18ms/step >19, 353/693, d1=0.632, d2=0.643 g=0.845 2/2 [==============================] - 0s 19ms/step >19, 354/693, d1=0.658, d2=0.664 g=0.843 2/2 [==============================] - 0s 18ms/step >19, 355/693, d1=0.617, d2=0.639 g=0.812 2/2 [==============================] - 0s 16ms/step >19, 356/693, d1=0.594, d2=0.646 g=0.815 2/2 [==============================] - 0s 17ms/step >19, 357/693, d1=0.639, d2=0.658 g=0.852 2/2 [==============================] - 0s 17ms/step >19, 358/693, d1=0.673, d2=0.679 g=0.831 2/2 [==============================] - 0s 17ms/step >19, 359/693, d1=0.617, d2=0.668 g=0.845 2/2 [==============================] - 0s 17ms/step >19, 360/693, d1=0.628, d2=0.626 g=0.855 2/2 [==============================] - 0s 17ms/step >19, 361/693, d1=0.644, d2=0.681 g=0.853 2/2 [==============================] - 0s 17ms/step >19, 362/693, d1=0.596, d2=0.678 g=0.912 2/2 [==============================] - 0s 16ms/step >19, 363/693, d1=0.621, d2=0.653 g=0.844 2/2 [==============================] - 0s 18ms/step >19, 364/693, d1=0.664, d2=0.655 g=0.940 2/2 [==============================] - 0s 17ms/step >19, 365/693, d1=0.686, d2=0.614 g=0.858 2/2 [==============================] - 0s 18ms/step >19, 366/693, d1=0.692, d2=0.627 g=0.859 2/2 [==============================] - 0s 16ms/step >19, 367/693, d1=0.632, d2=0.703 g=0.808 2/2 [==============================] - 0s 17ms/step >19, 368/693, d1=0.610, d2=0.644 g=0.865 2/2 [==============================] - 0s 19ms/step >19, 369/693, d1=0.638, d2=0.675 g=0.925 2/2 [==============================] - 0s 17ms/step >19, 370/693, d1=0.645, d2=0.648 g=0.886 2/2 [==============================] - 0s 17ms/step >19, 371/693, d1=0.646, d2=0.648 g=0.872 2/2 [==============================] - 0s 17ms/step >19, 372/693, d1=0.663, d2=0.593 g=0.852 2/2 [==============================] - 0s 17ms/step >19, 373/693, d1=0.585, d2=0.611 g=0.903 2/2 [==============================] - 0s 17ms/step >19, 374/693, d1=0.650, d2=0.651 g=0.955 2/2 [==============================] - 0s 17ms/step >19, 375/693, d1=0.646, d2=0.651 g=0.885 2/2 [==============================] - 0s 17ms/step >19, 376/693, d1=0.604, d2=0.605 g=0.898 2/2 [==============================] - 0s 16ms/step >19, 377/693, d1=0.621, d2=0.602 g=0.890 2/2 [==============================] - 0s 17ms/step >19, 378/693, d1=0.662, d2=0.665 g=0.899 2/2 [==============================] - 0s 16ms/step >19, 379/693, d1=0.677, d2=0.605 g=0.928 2/2 [==============================] - 0s 18ms/step >19, 380/693, d1=0.680, d2=0.649 g=0.918 2/2 [==============================] - 0s 18ms/step >19, 381/693, d1=0.645, d2=0.661 g=0.878 2/2 [==============================] - 0s 17ms/step >19, 382/693, d1=0.646, d2=0.670 g=0.882 2/2 [==============================] - 0s 17ms/step >19, 383/693, d1=0.603, d2=0.661 g=0.867 2/2 [==============================] - 0s 18ms/step >19, 384/693, d1=0.643, d2=0.649 g=0.867 2/2 [==============================] - 0s 16ms/step >19, 385/693, d1=0.668, d2=0.622 g=0.928 2/2 [==============================] - 0s 18ms/step >19, 386/693, d1=0.722, d2=0.619 g=0.838 2/2 [==============================] - 0s 17ms/step >19, 387/693, d1=0.666, d2=0.652 g=0.940 2/2 [==============================] - 0s 18ms/step >19, 388/693, d1=0.695, d2=0.697 g=0.896 2/2 [==============================] - 0s 15ms/step >19, 389/693, d1=0.618, d2=0.637 g=0.860 2/2 [==============================] - 0s 17ms/step >19, 390/693, d1=0.642, d2=0.645 g=0.862 2/2 [==============================] - 0s 18ms/step >19, 391/693, d1=0.658, d2=0.641 g=0.838 2/2 [==============================] - 0s 17ms/step >19, 392/693, d1=0.687, d2=0.624 g=0.890 2/2 [==============================] - 0s 16ms/step >19, 393/693, d1=0.712, d2=0.667 g=0.873 2/2 [==============================] - 0s 17ms/step >19, 394/693, d1=0.620, d2=0.622 g=0.864 2/2 [==============================] - 0s 18ms/step >19, 395/693, d1=0.641, d2=0.641 g=0.866 2/2 [==============================] - 0s 18ms/step >19, 396/693, d1=0.631, d2=0.668 g=0.905 2/2 [==============================] - 0s 18ms/step >19, 397/693, d1=0.676, d2=0.712 g=0.837 2/2 [==============================] - 0s 19ms/step >19, 398/693, d1=0.638, d2=0.629 g=0.883 2/2 [==============================] - 0s 17ms/step >19, 399/693, d1=0.746, d2=0.632 g=0.868 2/2 [==============================] - 0s 18ms/step >19, 400/693, d1=0.691, d2=0.619 g=0.861 2/2 [==============================] - 0s 17ms/step >19, 401/693, d1=0.680, d2=0.663 g=0.865 2/2 [==============================] - 0s 17ms/step >19, 402/693, d1=0.651, d2=0.621 g=0.837 2/2 [==============================] - 0s 17ms/step >19, 403/693, d1=0.632, d2=0.668 g=0.850 2/2 [==============================] - 0s 17ms/step >19, 404/693, d1=0.599, d2=0.701 g=0.851 2/2 [==============================] - 0s 17ms/step >19, 405/693, d1=0.652, d2=0.694 g=0.845 2/2 [==============================] - 0s 17ms/step >19, 406/693, d1=0.652, d2=0.665 g=0.851 2/2 [==============================] - 0s 16ms/step >19, 407/693, d1=0.618, d2=0.634 g=0.865 2/2 [==============================] - 0s 16ms/step >19, 408/693, d1=0.679, d2=0.655 g=0.868 2/2 [==============================] - 0s 18ms/step >19, 409/693, d1=0.620, d2=0.639 g=0.884 2/2 [==============================] - 0s 17ms/step >19, 410/693, d1=0.656, d2=0.595 g=0.865 2/2 [==============================] - 0s 19ms/step >19, 411/693, d1=0.600, d2=0.651 g=0.902 2/2 [==============================] - 0s 16ms/step >19, 412/693, d1=0.611, d2=0.626 g=0.836 2/2 [==============================] - 0s 18ms/step >19, 413/693, d1=0.621, d2=0.626 g=0.838 2/2 [==============================] - 0s 17ms/step >19, 414/693, d1=0.609, d2=0.610 g=0.899 2/2 [==============================] - 0s 18ms/step >19, 415/693, d1=0.645, d2=0.619 g=0.920 2/2 [==============================] - 0s 17ms/step >19, 416/693, d1=0.699, d2=0.642 g=0.889 2/2 [==============================] - 0s 18ms/step >19, 417/693, d1=0.751, d2=0.635 g=0.864 2/2 [==============================] - 0s 18ms/step >19, 418/693, d1=0.637, d2=0.685 g=0.863 2/2 [==============================] - 0s 17ms/step >19, 419/693, d1=0.626, d2=0.670 g=0.865 2/2 [==============================] - 0s 17ms/step >19, 420/693, d1=0.642, d2=0.616 g=0.850 2/2 [==============================] - 0s 17ms/step >19, 421/693, d1=0.652, d2=0.649 g=0.859 2/2 [==============================] - 0s 18ms/step >19, 422/693, d1=0.681, d2=0.632 g=0.904 2/2 [==============================] - 0s 17ms/step >19, 423/693, d1=0.649, d2=0.652 g=0.919 2/2 [==============================] - 0s 16ms/step >19, 424/693, d1=0.626, d2=0.584 g=0.912 2/2 [==============================] - 0s 17ms/step >19, 425/693, d1=0.653, d2=0.677 g=0.867 2/2 [==============================] - 0s 17ms/step >19, 426/693, d1=0.661, d2=0.676 g=0.838 2/2 [==============================] - 0s 17ms/step >19, 427/693, d1=0.631, d2=0.690 g=0.893 2/2 [==============================] - 0s 19ms/step >19, 428/693, d1=0.599, d2=0.587 g=0.871 2/2 [==============================] - 0s 16ms/step >19, 429/693, d1=0.686, d2=0.556 g=0.847 2/2 [==============================] - 0s 19ms/step >19, 430/693, d1=0.671, d2=0.675 g=0.885 2/2 [==============================] - 0s 16ms/step >19, 431/693, d1=0.659, d2=0.640 g=0.838 2/2 [==============================] - 0s 17ms/step >19, 432/693, d1=0.673, d2=0.637 g=0.846 2/2 [==============================] - 0s 19ms/step >19, 433/693, d1=0.620, d2=0.674 g=0.829 2/2 [==============================] - 0s 17ms/step >19, 434/693, d1=0.692, d2=0.670 g=0.890 2/2 [==============================] - 0s 17ms/step >19, 435/693, d1=0.643, d2=0.604 g=0.887 2/2 [==============================] - 0s 16ms/step >19, 436/693, d1=0.636, d2=0.633 g=0.857 2/2 [==============================] - 0s 17ms/step >19, 437/693, d1=0.614, d2=0.630 g=0.799 2/2 [==============================] - 0s 17ms/step >19, 438/693, d1=0.694, d2=0.677 g=0.887 2/2 [==============================] - 0s 17ms/step >19, 439/693, d1=0.665, d2=0.656 g=0.908 2/2 [==============================] - 0s 17ms/step >19, 440/693, d1=0.721, d2=0.683 g=0.875 2/2 [==============================] - 0s 17ms/step >19, 441/693, d1=0.660, d2=0.662 g=0.825 2/2 [==============================] - 0s 17ms/step >19, 442/693, d1=0.614, d2=0.603 g=0.844 2/2 [==============================] - 0s 18ms/step >19, 443/693, d1=0.624, d2=0.613 g=0.902 2/2 [==============================] - 0s 18ms/step >19, 444/693, d1=0.623, d2=0.662 g=0.876 2/2 [==============================] - 0s 19ms/step >19, 445/693, d1=0.618, d2=0.673 g=0.935 2/2 [==============================] - 0s 17ms/step >19, 446/693, d1=0.614, d2=0.675 g=0.902 2/2 [==============================] - 0s 19ms/step >19, 447/693, d1=0.664, d2=0.637 g=0.877 2/2 [==============================] - 0s 17ms/step >19, 448/693, d1=0.615, d2=0.638 g=0.922 2/2 [==============================] - 0s 17ms/step >19, 449/693, d1=0.644, d2=0.672 g=0.901 2/2 [==============================] - 0s 18ms/step >19, 450/693, d1=0.659, d2=0.658 g=0.841 2/2 [==============================] - 0s 17ms/step >19, 451/693, d1=0.708, d2=0.689 g=0.817 2/2 [==============================] - 0s 17ms/step >19, 452/693, d1=0.622, d2=0.678 g=0.846 2/2 [==============================] - 0s 17ms/step >19, 453/693, d1=0.626, d2=0.632 g=0.846 2/2 [==============================] - 0s 16ms/step >19, 454/693, d1=0.637, d2=0.657 g=0.891 2/2 [==============================] - 0s 17ms/step >19, 455/693, d1=0.643, d2=0.653 g=0.958 2/2 [==============================] - 0s 18ms/step >19, 456/693, d1=0.653, d2=0.644 g=0.929 2/2 [==============================] - 0s 17ms/step >19, 457/693, d1=0.635, d2=0.583 g=0.877 2/2 [==============================] - 0s 20ms/step >19, 458/693, d1=0.677, d2=0.659 g=0.856 2/2 [==============================] - 0s 19ms/step >19, 459/693, d1=0.666, d2=0.592 g=0.886 2/2 [==============================] - 0s 17ms/step >19, 460/693, d1=0.618, d2=0.667 g=0.937 2/2 [==============================] - 0s 16ms/step >19, 461/693, d1=0.681, d2=0.684 g=0.850 2/2 [==============================] - 0s 18ms/step >19, 462/693, d1=0.675, d2=0.660 g=0.845 2/2 [==============================] - 0s 17ms/step >19, 463/693, d1=0.615, d2=0.646 g=0.823 2/2 [==============================] - 0s 17ms/step >19, 464/693, d1=0.642, d2=0.654 g=0.860 2/2 [==============================] - 0s 19ms/step >19, 465/693, d1=0.620, d2=0.633 g=0.865 2/2 [==============================] - 0s 17ms/step >19, 466/693, d1=0.637, d2=0.679 g=0.858 2/2 [==============================] - 0s 17ms/step >19, 467/693, d1=0.662, d2=0.571 g=0.858 2/2 [==============================] - 0s 16ms/step >19, 468/693, d1=0.636, d2=0.704 g=0.887 2/2 [==============================] - 0s 18ms/step >19, 469/693, d1=0.642, d2=0.670 g=0.885 2/2 [==============================] - 0s 17ms/step >19, 470/693, d1=0.628, d2=0.662 g=0.912 2/2 [==============================] - 0s 17ms/step >19, 471/693, d1=0.660, d2=0.623 g=0.882 2/2 [==============================] - 0s 17ms/step >19, 472/693, d1=0.672, d2=0.630 g=0.873 2/2 [==============================] - 0s 17ms/step >19, 473/693, d1=0.649, d2=0.628 g=0.882 2/2 [==============================] - 0s 17ms/step >19, 474/693, d1=0.671, d2=0.645 g=0.878 2/2 [==============================] - 0s 18ms/step >19, 475/693, d1=0.662, d2=0.624 g=0.882 2/2 [==============================] - 0s 19ms/step >19, 476/693, d1=0.655, d2=0.633 g=0.870 2/2 [==============================] - 0s 16ms/step >19, 477/693, d1=0.656, d2=0.670 g=0.882 2/2 [==============================] - 0s 16ms/step >19, 478/693, d1=0.677, d2=0.650 g=0.836 2/2 [==============================] - 0s 19ms/step >19, 479/693, d1=0.584, d2=0.737 g=0.850 2/2 [==============================] - 0s 18ms/step >19, 480/693, d1=0.625, d2=0.614 g=0.815 2/2 [==============================] - 0s 16ms/step >19, 481/693, d1=0.662, d2=0.628 g=0.864 2/2 [==============================] - 0s 16ms/step >19, 482/693, d1=0.687, d2=0.691 g=0.924 2/2 [==============================] - 0s 17ms/step >19, 483/693, d1=0.635, d2=0.690 g=0.901 2/2 [==============================] - 0s 16ms/step >19, 484/693, d1=0.674, d2=0.601 g=0.911 2/2 [==============================] - 0s 18ms/step >19, 485/693, d1=0.671, d2=0.638 g=0.857 2/2 [==============================] - 0s 17ms/step >19, 486/693, d1=0.626, d2=0.602 g=0.844 2/2 [==============================] - 0s 18ms/step >19, 487/693, d1=0.606, d2=0.618 g=0.839 2/2 [==============================] - 0s 18ms/step >19, 488/693, d1=0.613, d2=0.624 g=0.843 2/2 [==============================] - 0s 17ms/step >19, 489/693, d1=0.592, d2=0.715 g=0.891 2/2 [==============================] - 0s 18ms/step >19, 490/693, d1=0.723, d2=0.639 g=0.917 2/2 [==============================] - 0s 16ms/step >19, 491/693, d1=0.648, d2=0.641 g=0.907 2/2 [==============================] - 0s 19ms/step >19, 492/693, d1=0.647, d2=0.640 g=0.904 2/2 [==============================] - 0s 17ms/step >19, 493/693, d1=0.602, d2=0.599 g=0.857 2/2 [==============================] - 0s 18ms/step >19, 494/693, d1=0.674, d2=0.668 g=0.883 2/2 [==============================] - 0s 18ms/step >19, 495/693, d1=0.574, d2=0.636 g=0.882 2/2 [==============================] - 0s 19ms/step >19, 496/693, d1=0.637, d2=0.641 g=0.883 2/2 [==============================] - 0s 17ms/step >19, 497/693, d1=0.658, d2=0.643 g=0.866 2/2 [==============================] - 0s 16ms/step >19, 498/693, d1=0.666, d2=0.711 g=0.901 2/2 [==============================] - 0s 18ms/step >19, 499/693, d1=0.600, d2=0.666 g=0.852 2/2 [==============================] - 0s 17ms/step >19, 500/693, d1=0.588, d2=0.593 g=0.893 2/2 [==============================] - 0s 17ms/step >19, 501/693, d1=0.661, d2=0.663 g=0.901 2/2 [==============================] - 0s 16ms/step >19, 502/693, d1=0.684, d2=0.628 g=0.859 2/2 [==============================] - 0s 17ms/step >19, 503/693, d1=0.563, d2=0.634 g=0.815 2/2 [==============================] - 0s 15ms/step >19, 504/693, d1=0.680, d2=0.632 g=0.837 2/2 [==============================] - 0s 16ms/step >19, 505/693, d1=0.631, d2=0.659 g=0.902 2/2 [==============================] - 0s 16ms/step >19, 506/693, d1=0.627, d2=0.635 g=0.946 2/2 [==============================] - 0s 16ms/step >19, 507/693, d1=0.612, d2=0.652 g=0.885 2/2 [==============================] - 0s 17ms/step >19, 508/693, d1=0.607, d2=0.660 g=0.936 2/2 [==============================] - 0s 17ms/step >19, 509/693, d1=0.657, d2=0.713 g=0.905 2/2 [==============================] - 0s 18ms/step >19, 510/693, d1=0.634, d2=0.638 g=0.853 2/2 [==============================] - 0s 19ms/step >19, 511/693, d1=0.659, d2=0.583 g=0.877 2/2 [==============================] - 0s 17ms/step >19, 512/693, d1=0.612, d2=0.607 g=0.986 2/2 [==============================] - 0s 17ms/step >19, 513/693, d1=0.750, d2=0.581 g=0.897 2/2 [==============================] - 0s 16ms/step >19, 514/693, d1=0.618, d2=0.622 g=0.868 2/2 [==============================] - 0s 17ms/step >19, 515/693, d1=0.608, d2=0.736 g=0.855 2/2 [==============================] - 0s 16ms/step >19, 516/693, d1=0.659, d2=0.729 g=0.886 2/2 [==============================] - 0s 17ms/step >19, 517/693, d1=0.655, d2=0.643 g=0.892 2/2 [==============================] - 0s 17ms/step >19, 518/693, d1=0.717, d2=0.624 g=0.951 2/2 [==============================] - 0s 17ms/step >19, 519/693, d1=0.720, d2=0.615 g=0.907 2/2 [==============================] - 0s 19ms/step >19, 520/693, d1=0.640, d2=0.632 g=0.930 2/2 [==============================] - 0s 17ms/step >19, 521/693, d1=0.688, d2=0.631 g=0.942 2/2 [==============================] - 0s 16ms/step >19, 522/693, d1=0.700, d2=0.627 g=0.892 2/2 [==============================] - 0s 17ms/step >19, 523/693, d1=0.657, d2=0.630 g=0.835 2/2 [==============================] - 0s 17ms/step >19, 524/693, d1=0.597, d2=0.615 g=0.836 2/2 [==============================] - 0s 16ms/step >19, 525/693, d1=0.671, d2=0.616 g=0.813 2/2 [==============================] - 0s 19ms/step >19, 526/693, d1=0.618, d2=0.698 g=0.837 2/2 [==============================] - 0s 18ms/step >19, 527/693, d1=0.601, d2=0.687 g=0.870 2/2 [==============================] - 0s 18ms/step >19, 528/693, d1=0.651, d2=0.645 g=0.882 2/2 [==============================] - 0s 18ms/step >19, 529/693, d1=0.609, d2=0.590 g=0.852 2/2 [==============================] - 0s 18ms/step >19, 530/693, d1=0.722, d2=0.619 g=0.832 2/2 [==============================] - 0s 19ms/step >19, 531/693, d1=0.622, d2=0.695 g=0.922 2/2 [==============================] - 0s 22ms/step >19, 532/693, d1=0.603, d2=0.619 g=0.923 2/2 [==============================] - 0s 17ms/step >19, 533/693, d1=0.667, d2=0.632 g=0.935 2/2 [==============================] - 0s 18ms/step >19, 534/693, d1=0.676, d2=0.592 g=0.909 2/2 [==============================] - 0s 17ms/step >19, 535/693, d1=0.680, d2=0.668 g=0.865 2/2 [==============================] - 0s 18ms/step >19, 536/693, d1=0.639, d2=0.631 g=0.895 2/2 [==============================] - 0s 18ms/step >19, 537/693, d1=0.624, d2=0.599 g=0.920 2/2 [==============================] - 0s 18ms/step >19, 538/693, d1=0.680, d2=0.626 g=0.848 2/2 [==============================] - 0s 18ms/step >19, 539/693, d1=0.591, d2=0.596 g=0.896 2/2 [==============================] - 0s 17ms/step >19, 540/693, d1=0.649, d2=0.580 g=0.885 2/2 [==============================] - 0s 18ms/step >19, 541/693, d1=0.611, d2=0.648 g=0.870 2/2 [==============================] - 0s 16ms/step >19, 542/693, d1=0.602, d2=0.699 g=0.849 2/2 [==============================] - 0s 17ms/step >19, 543/693, d1=0.646, d2=0.607 g=0.935 2/2 [==============================] - 0s 17ms/step >19, 544/693, d1=0.641, d2=0.633 g=0.886 2/2 [==============================] - 0s 17ms/step >19, 545/693, d1=0.630, d2=0.668 g=0.924 2/2 [==============================] - 0s 20ms/step >19, 546/693, d1=0.637, d2=0.648 g=0.854 2/2 [==============================] - 0s 18ms/step >19, 547/693, d1=0.668, d2=0.673 g=0.909 2/2 [==============================] - 0s 17ms/step >19, 548/693, d1=0.605, d2=0.632 g=0.866 2/2 [==============================] - 0s 17ms/step >19, 549/693, d1=0.651, d2=0.656 g=0.896 2/2 [==============================] - 0s 17ms/step >19, 550/693, d1=0.694, d2=0.662 g=0.882 2/2 [==============================] - 0s 20ms/step >19, 551/693, d1=0.730, d2=0.630 g=0.804 2/2 [==============================] - 0s 18ms/step >19, 552/693, d1=0.651, d2=0.623 g=0.866 2/2 [==============================] - 0s 17ms/step >19, 553/693, d1=0.643, d2=0.626 g=0.881 2/2 [==============================] - 0s 17ms/step >19, 554/693, d1=0.650, d2=0.597 g=0.862 2/2 [==============================] - 0s 17ms/step >19, 555/693, d1=0.577, d2=0.654 g=0.920 2/2 [==============================] - 0s 16ms/step >19, 556/693, d1=0.685, d2=0.614 g=0.863 2/2 [==============================] - 0s 17ms/step >19, 557/693, d1=0.615, d2=0.695 g=0.838 2/2 [==============================] - 0s 17ms/step >19, 558/693, d1=0.630, d2=0.688 g=0.844 2/2 [==============================] - 0s 16ms/step >19, 559/693, d1=0.679, d2=0.669 g=0.916 2/2 [==============================] - 0s 17ms/step >19, 560/693, d1=0.675, d2=0.641 g=0.933 2/2 [==============================] - 0s 16ms/step >19, 561/693, d1=0.638, d2=0.631 g=0.886 2/2 [==============================] - 0s 17ms/step >19, 562/693, d1=0.628, d2=0.672 g=0.822 2/2 [==============================] - 0s 17ms/step >19, 563/693, d1=0.626, d2=0.674 g=0.846 2/2 [==============================] - 0s 17ms/step >19, 564/693, d1=0.644, d2=0.705 g=0.863 2/2 [==============================] - 0s 16ms/step >19, 565/693, d1=0.603, d2=0.688 g=0.858 2/2 [==============================] - 0s 18ms/step >19, 566/693, d1=0.716, d2=0.639 g=0.952 2/2 [==============================] - 0s 17ms/step >19, 567/693, d1=0.631, d2=0.662 g=0.874 2/2 [==============================] - 0s 19ms/step >19, 568/693, d1=0.640, d2=0.654 g=0.889 2/2 [==============================] - 0s 17ms/step >19, 569/693, d1=0.687, d2=0.638 g=0.909 2/2 [==============================] - 0s 16ms/step >19, 570/693, d1=0.652, d2=0.604 g=0.855 2/2 [==============================] - 0s 19ms/step >19, 571/693, d1=0.570, d2=0.610 g=0.847 2/2 [==============================] - 0s 16ms/step >19, 572/693, d1=0.676, d2=0.671 g=0.847 2/2 [==============================] - 0s 18ms/step >19, 573/693, d1=0.653, d2=0.605 g=0.868 2/2 [==============================] - 0s 17ms/step >19, 574/693, d1=0.652, d2=0.717 g=0.888 2/2 [==============================] - 0s 18ms/step >19, 575/693, d1=0.626, d2=0.669 g=0.875 2/2 [==============================] - 0s 18ms/step >19, 576/693, d1=0.616, d2=0.628 g=0.880 2/2 [==============================] - 0s 16ms/step >19, 577/693, d1=0.619, d2=0.700 g=0.903 2/2 [==============================] - 0s 17ms/step >19, 578/693, d1=0.643, d2=0.640 g=0.895 2/2 [==============================] - 0s 19ms/step >19, 579/693, d1=0.668, d2=0.582 g=0.908 2/2 [==============================] - 0s 19ms/step >19, 580/693, d1=0.665, d2=0.639 g=0.878 2/2 [==============================] - 0s 18ms/step >19, 581/693, d1=0.663, d2=0.649 g=0.912 2/2 [==============================] - 0s 18ms/step >19, 582/693, d1=0.651, d2=0.680 g=0.850 2/2 [==============================] - 0s 18ms/step >19, 583/693, d1=0.649, d2=0.643 g=0.795 2/2 [==============================] - 0s 18ms/step >19, 584/693, d1=0.615, d2=0.668 g=0.832 2/2 [==============================] - 0s 18ms/step >19, 585/693, d1=0.655, d2=0.668 g=0.895 2/2 [==============================] - 0s 20ms/step >19, 586/693, d1=0.631, d2=0.636 g=0.873 2/2 [==============================] - 0s 18ms/step >19, 587/693, d1=0.680, d2=0.650 g=0.858 2/2 [==============================] - 0s 18ms/step >19, 588/693, d1=0.703, d2=0.664 g=0.864 2/2 [==============================] - 0s 18ms/step >19, 589/693, d1=0.696, d2=0.691 g=0.878 2/2 [==============================] - 0s 18ms/step >19, 590/693, d1=0.632, d2=0.667 g=0.898 2/2 [==============================] - 0s 19ms/step >19, 591/693, d1=0.619, d2=0.668 g=0.886 2/2 [==============================] - 0s 19ms/step >19, 592/693, d1=0.725, d2=0.678 g=0.938 2/2 [==============================] - 0s 19ms/step >19, 593/693, d1=0.649, d2=0.653 g=0.856 2/2 [==============================] - 0s 19ms/step >19, 594/693, d1=0.680, d2=0.658 g=0.864 2/2 [==============================] - 0s 19ms/step >19, 595/693, d1=0.644, d2=0.659 g=0.919 2/2 [==============================] - 0s 20ms/step >19, 596/693, d1=0.616, d2=0.668 g=0.881 2/2 [==============================] - 0s 20ms/step >19, 597/693, d1=0.637, d2=0.581 g=0.912 2/2 [==============================] - 0s 18ms/step >19, 598/693, d1=0.690, d2=0.648 g=0.877 2/2 [==============================] - 0s 18ms/step >19, 599/693, d1=0.638, d2=0.670 g=0.838 2/2 [==============================] - 0s 19ms/step >19, 600/693, d1=0.673, d2=0.699 g=0.880 2/2 [==============================] - 0s 17ms/step >19, 601/693, d1=0.612, d2=0.625 g=0.905 2/2 [==============================] - 0s 19ms/step >19, 602/693, d1=0.663, d2=0.666 g=0.877 2/2 [==============================] - 0s 18ms/step >19, 603/693, d1=0.631, d2=0.614 g=0.868 2/2 [==============================] - 0s 19ms/step >19, 604/693, d1=0.722, d2=0.634 g=0.891 2/2 [==============================] - 0s 19ms/step >19, 605/693, d1=0.651, d2=0.677 g=0.903 2/2 [==============================] - 0s 18ms/step >19, 606/693, d1=0.669, d2=0.641 g=0.899 2/2 [==============================] - 0s 20ms/step >19, 607/693, d1=0.661, d2=0.643 g=0.892 2/2 [==============================] - 0s 19ms/step >19, 608/693, d1=0.630, d2=0.711 g=0.893 2/2 [==============================] - 0s 17ms/step >19, 609/693, d1=0.683, d2=0.691 g=0.906 2/2 [==============================] - 0s 19ms/step >19, 610/693, d1=0.706, d2=0.625 g=0.935 2/2 [==============================] - 0s 18ms/step >19, 611/693, d1=0.694, d2=0.626 g=0.896 2/2 [==============================] - 0s 18ms/step >19, 612/693, d1=0.637, d2=0.647 g=0.896 2/2 [==============================] - 0s 20ms/step >19, 613/693, d1=0.591, d2=0.604 g=0.837 2/2 [==============================] - 0s 16ms/step >19, 614/693, d1=0.636, d2=0.666 g=0.973 2/2 [==============================] - 0s 19ms/step >19, 615/693, d1=0.603, d2=0.615 g=0.860 2/2 [==============================] - 0s 18ms/step >19, 616/693, d1=0.593, d2=0.620 g=0.860 2/2 [==============================] - 0s 18ms/step >19, 617/693, d1=0.613, d2=0.663 g=0.875 2/2 [==============================] - 0s 17ms/step >19, 618/693, d1=0.630, d2=0.627 g=0.874 2/2 [==============================] - 0s 17ms/step >19, 619/693, d1=0.631, d2=0.684 g=0.885 2/2 [==============================] - 0s 19ms/step >19, 620/693, d1=0.632, d2=0.638 g=0.852 2/2 [==============================] - 0s 18ms/step >19, 621/693, d1=0.653, d2=0.605 g=0.906 2/2 [==============================] - 0s 18ms/step >19, 622/693, d1=0.632, d2=0.687 g=0.901 2/2 [==============================] - 0s 16ms/step >19, 623/693, d1=0.687, d2=0.596 g=0.852 2/2 [==============================] - 0s 16ms/step >19, 624/693, d1=0.645, d2=0.649 g=0.901 2/2 [==============================] - 0s 20ms/step >19, 625/693, d1=0.671, d2=0.620 g=0.912 2/2 [==============================] - 0s 16ms/step >19, 626/693, d1=0.613, d2=0.593 g=0.842 2/2 [==============================] - 0s 17ms/step >19, 627/693, d1=0.615, d2=0.637 g=0.883 2/2 [==============================] - 0s 21ms/step >19, 628/693, d1=0.607, d2=0.677 g=0.905 2/2 [==============================] - 0s 19ms/step >19, 629/693, d1=0.594, d2=0.682 g=0.881 2/2 [==============================] - 0s 19ms/step >19, 630/693, d1=0.686, d2=0.593 g=0.894 2/2 [==============================] - 0s 20ms/step >19, 631/693, d1=0.657, d2=0.586 g=0.889 2/2 [==============================] - 0s 19ms/step >19, 632/693, d1=0.653, d2=0.628 g=0.817 2/2 [==============================] - 0s 21ms/step >19, 633/693, d1=0.636, d2=0.655 g=0.888 2/2 [==============================] - 0s 20ms/step >19, 634/693, d1=0.639, d2=0.626 g=0.868 2/2 [==============================] - 0s 19ms/step >19, 635/693, d1=0.652, d2=0.620 g=0.894 2/2 [==============================] - 0s 20ms/step >19, 636/693, d1=0.669, d2=0.651 g=0.955 2/2 [==============================] - 0s 20ms/step >19, 637/693, d1=0.627, d2=0.631 g=0.885 2/2 [==============================] - 0s 18ms/step >19, 638/693, d1=0.687, d2=0.655 g=0.887 2/2 [==============================] - 0s 20ms/step >19, 639/693, d1=0.646, d2=0.658 g=0.917 2/2 [==============================] - 0s 19ms/step >19, 640/693, d1=0.638, d2=0.625 g=0.879 2/2 [==============================] - 0s 19ms/step >19, 641/693, d1=0.616, d2=0.623 g=0.854 2/2 [==============================] - 0s 20ms/step >19, 642/693, d1=0.632, d2=0.650 g=0.875 2/2 [==============================] - 0s 19ms/step >19, 643/693, d1=0.539, d2=0.739 g=0.870 2/2 [==============================] - 0s 19ms/step >19, 644/693, d1=0.647, d2=0.676 g=0.881 2/2 [==============================] - 0s 20ms/step >19, 645/693, d1=0.570, d2=0.623 g=0.894 2/2 [==============================] - 0s 19ms/step >19, 646/693, d1=0.619, d2=0.597 g=0.884 2/2 [==============================] - 0s 20ms/step >19, 647/693, d1=0.668, d2=0.568 g=0.908 2/2 [==============================] - 0s 20ms/step >19, 648/693, d1=0.689, d2=0.605 g=0.894 2/2 [==============================] - 0s 19ms/step >19, 649/693, d1=0.648, d2=0.643 g=0.886 2/2 [==============================] - 0s 20ms/step >19, 650/693, d1=0.698, d2=0.651 g=0.866 2/2 [==============================] - 0s 18ms/step >19, 651/693, d1=0.655, d2=0.658 g=0.852 2/2 [==============================] - 0s 17ms/step >19, 652/693, d1=0.627, d2=0.599 g=0.862 2/2 [==============================] - 0s 19ms/step >19, 653/693, d1=0.622, d2=0.641 g=0.807 2/2 [==============================] - 0s 17ms/step >19, 654/693, d1=0.650, d2=0.763 g=0.877 2/2 [==============================] - 0s 20ms/step >19, 655/693, d1=0.568, d2=0.590 g=0.888 2/2 [==============================] - 0s 20ms/step >19, 656/693, d1=0.653, d2=0.644 g=0.868 2/2 [==============================] - 0s 20ms/step >19, 657/693, d1=0.684, d2=0.671 g=0.913 2/2 [==============================] - 0s 18ms/step >19, 658/693, d1=0.667, d2=0.603 g=0.866 2/2 [==============================] - 0s 19ms/step >19, 659/693, d1=0.635, d2=0.652 g=0.903 2/2 [==============================] - 0s 20ms/step >19, 660/693, d1=0.608, d2=0.648 g=0.903 2/2 [==============================] - 0s 20ms/step >19, 661/693, d1=0.568, d2=0.680 g=0.888 2/2 [==============================] - 0s 19ms/step >19, 662/693, d1=0.627, d2=0.636 g=0.919 2/2 [==============================] - 0s 19ms/step >19, 663/693, d1=0.626, d2=0.606 g=0.860 2/2 [==============================] - 0s 19ms/step >19, 664/693, d1=0.569, d2=0.714 g=0.954 2/2 [==============================] - 0s 19ms/step >19, 665/693, d1=0.657, d2=0.598 g=0.933 2/2 [==============================] - 0s 19ms/step >19, 666/693, d1=0.682, d2=0.654 g=0.958 2/2 [==============================] - 0s 19ms/step >19, 667/693, d1=0.625, d2=0.585 g=0.918 2/2 [==============================] - 0s 20ms/step >19, 668/693, d1=0.681, d2=0.571 g=0.940 2/2 [==============================] - 0s 19ms/step >19, 669/693, d1=0.718, d2=0.619 g=0.933 2/2 [==============================] - 0s 19ms/step >19, 670/693, d1=0.659, d2=0.587 g=0.861 2/2 [==============================] - 0s 18ms/step >19, 671/693, d1=0.651, d2=0.701 g=0.915 2/2 [==============================] - 0s 21ms/step >19, 672/693, d1=0.635, d2=0.679 g=0.913 2/2 [==============================] - 0s 17ms/step >19, 673/693, d1=0.663, d2=0.604 g=0.946 2/2 [==============================] - 0s 21ms/step >19, 674/693, d1=0.655, d2=0.614 g=0.896 2/2 [==============================] - 0s 18ms/step >19, 675/693, d1=0.631, d2=0.646 g=0.885 2/2 [==============================] - 0s 19ms/step >19, 676/693, d1=0.642, d2=0.648 g=0.895 2/2 [==============================] - 0s 21ms/step >19, 677/693, d1=0.668, d2=0.611 g=0.926 2/2 [==============================] - 0s 18ms/step >19, 678/693, d1=0.600, d2=0.605 g=0.911 2/2 [==============================] - 0s 20ms/step >19, 679/693, d1=0.588, d2=0.631 g=0.875 2/2 [==============================] - 0s 20ms/step >19, 680/693, d1=0.623, d2=0.623 g=0.871 2/2 [==============================] - 0s 18ms/step >19, 681/693, d1=0.669, d2=0.608 g=0.868 2/2 [==============================] - 0s 19ms/step >19, 682/693, d1=0.714, d2=0.617 g=0.854 2/2 [==============================] - 0s 19ms/step >19, 683/693, d1=0.633, d2=0.630 g=0.886 2/2 [==============================] - 0s 20ms/step >19, 684/693, d1=0.669, d2=0.672 g=0.861 2/2 [==============================] - 0s 18ms/step >19, 685/693, d1=0.651, d2=0.669 g=0.866 2/2 [==============================] - 0s 19ms/step >19, 686/693, d1=0.623, d2=0.610 g=0.895 2/2 [==============================] - 0s 20ms/step >19, 687/693, d1=0.675, d2=0.653 g=0.900 2/2 [==============================] - 0s 19ms/step >19, 688/693, d1=0.679, d2=0.661 g=0.924 2/2 [==============================] - 0s 18ms/step >19, 689/693, d1=0.628, d2=0.657 g=0.930 2/2 [==============================] - 0s 19ms/step >19, 690/693, d1=0.691, d2=0.581 g=0.905 2/2 [==============================] - 0s 18ms/step >19, 691/693, d1=0.660, d2=0.653 g=0.854 2/2 [==============================] - 0s 20ms/step >19, 692/693, d1=0.599, d2=0.700 g=0.859 2/2 [==============================] - 0s 18ms/step >19, 693/693, d1=0.649, d2=0.668 g=0.905 2/2 [==============================] - 0s 20ms/step >20, 1/693, d1=0.654, d2=0.697 g=0.873 2/2 [==============================] - 0s 21ms/step >20, 2/693, d1=0.653, d2=0.651 g=0.888 2/2 [==============================] - 0s 20ms/step >20, 3/693, d1=0.607, d2=0.529 g=0.895 2/2 [==============================] - 0s 20ms/step >20, 4/693, d1=0.650, d2=0.664 g=0.902 2/2 [==============================] - 0s 20ms/step >20, 5/693, d1=0.654, d2=0.671 g=0.890 2/2 [==============================] - 0s 20ms/step >20, 6/693, d1=0.646, d2=0.599 g=0.909 2/2 [==============================] - 0s 20ms/step >20, 7/693, d1=0.710, d2=0.638 g=0.870 2/2 [==============================] - 0s 21ms/step >20, 8/693, d1=0.590, d2=0.606 g=0.909 2/2 [==============================] - 0s 20ms/step >20, 9/693, d1=0.691, d2=0.568 g=0.829 2/2 [==============================] - 0s 20ms/step >20, 10/693, d1=0.650, d2=0.763 g=0.850 2/2 [==============================] - 0s 19ms/step >20, 11/693, d1=0.612, d2=0.709 g=0.871 2/2 [==============================] - 0s 19ms/step >20, 12/693, d1=0.631, d2=0.663 g=0.894 2/2 [==============================] - 0s 19ms/step >20, 13/693, d1=0.661, d2=0.685 g=0.828 2/2 [==============================] - 0s 20ms/step >20, 14/693, d1=0.763, d2=0.602 g=0.815 2/2 [==============================] - 0s 19ms/step >20, 15/693, d1=0.647, d2=0.676 g=0.809 2/2 [==============================] - 0s 19ms/step >20, 16/693, d1=0.597, d2=0.654 g=0.820 2/2 [==============================] - 0s 19ms/step >20, 17/693, d1=0.549, d2=0.701 g=0.846 2/2 [==============================] - 0s 20ms/step >20, 18/693, d1=0.628, d2=0.702 g=0.851 2/2 [==============================] - 0s 19ms/step >20, 19/693, d1=0.618, d2=0.642 g=0.865 2/2 [==============================] - 0s 18ms/step >20, 20/693, d1=0.613, d2=0.652 g=0.862 2/2 [==============================] - 0s 19ms/step >20, 21/693, d1=0.622, d2=0.697 g=0.901 2/2 [==============================] - 0s 21ms/step >20, 22/693, d1=0.709, d2=0.605 g=0.894 2/2 [==============================] - 0s 20ms/step >20, 23/693, d1=0.651, d2=0.647 g=0.884 2/2 [==============================] - 0s 18ms/step >20, 24/693, d1=0.617, d2=0.594 g=0.953 2/2 [==============================] - 0s 17ms/step >20, 25/693, d1=0.700, d2=0.613 g=0.945 2/2 [==============================] - 0s 20ms/step >20, 26/693, d1=0.650, d2=0.599 g=0.951 2/2 [==============================] - 0s 20ms/step >20, 27/693, d1=0.660, d2=0.606 g=0.991 2/2 [==============================] - 0s 17ms/step >20, 28/693, d1=0.624, d2=0.624 g=0.933 2/2 [==============================] - 0s 16ms/step >20, 29/693, d1=0.675, d2=0.669 g=0.874 2/2 [==============================] - 0s 17ms/step >20, 30/693, d1=0.641, d2=0.719 g=0.890 2/2 [==============================] - 0s 16ms/step >20, 31/693, d1=0.660, d2=0.609 g=0.872 2/2 [==============================] - 0s 18ms/step >20, 32/693, d1=0.715, d2=0.624 g=0.867 2/2 [==============================] - 0s 17ms/step >20, 33/693, d1=0.669, d2=0.655 g=0.874 2/2 [==============================] - 0s 17ms/step >20, 34/693, d1=0.621, d2=0.583 g=0.866 2/2 [==============================] - 0s 18ms/step >20, 35/693, d1=0.704, d2=0.674 g=0.841 2/2 [==============================] - 0s 17ms/step >20, 36/693, d1=0.638, d2=0.684 g=0.825 2/2 [==============================] - 0s 17ms/step >20, 37/693, d1=0.608, d2=0.689 g=0.873 2/2 [==============================] - 0s 16ms/step >20, 38/693, d1=0.632, d2=0.649 g=0.861 2/2 [==============================] - 0s 17ms/step >20, 39/693, d1=0.601, d2=0.703 g=0.884 2/2 [==============================] - 0s 16ms/step >20, 40/693, d1=0.595, d2=0.714 g=0.943 2/2 [==============================] - 0s 20ms/step >20, 41/693, d1=0.670, d2=0.627 g=0.911 2/2 [==============================] - 0s 17ms/step >20, 42/693, d1=0.679, d2=0.550 g=0.954 2/2 [==============================] - 0s 18ms/step >20, 43/693, d1=0.700, d2=0.666 g=0.901 2/2 [==============================] - 0s 17ms/step >20, 44/693, d1=0.648, d2=0.651 g=0.890 2/2 [==============================] - 0s 17ms/step >20, 45/693, d1=0.664, d2=0.642 g=0.885 2/2 [==============================] - 0s 17ms/step >20, 46/693, d1=0.622, d2=0.669 g=0.884 2/2 [==============================] - 0s 17ms/step >20, 47/693, d1=0.696, d2=0.635 g=0.911 2/2 [==============================] - 0s 16ms/step >20, 48/693, d1=0.692, d2=0.611 g=0.889 2/2 [==============================] - 0s 16ms/step >20, 49/693, d1=0.660, d2=0.657 g=0.848 2/2 [==============================] - 0s 20ms/step >20, 50/693, d1=0.610, d2=0.633 g=0.822 2/2 [==============================] - 0s 16ms/step >20, 51/693, d1=0.586, d2=0.636 g=0.870 2/2 [==============================] - 0s 18ms/step >20, 52/693, d1=0.602, d2=0.613 g=0.891 2/2 [==============================] - 0s 17ms/step >20, 53/693, d1=0.644, d2=0.649 g=0.884 2/2 [==============================] - 0s 16ms/step >20, 54/693, d1=0.669, d2=0.692 g=0.886 2/2 [==============================] - 0s 16ms/step >20, 55/693, d1=0.651, d2=0.601 g=0.865 2/2 [==============================] - 0s 17ms/step >20, 56/693, d1=0.685, d2=0.616 g=0.814 2/2 [==============================] - 0s 18ms/step >20, 57/693, d1=0.619, d2=0.648 g=0.892 2/2 [==============================] - 0s 17ms/step >20, 58/693, d1=0.576, d2=0.685 g=0.854 2/2 [==============================] - 0s 17ms/step >20, 59/693, d1=0.683, d2=0.620 g=0.863 2/2 [==============================] - 0s 18ms/step >20, 60/693, d1=0.673, d2=0.635 g=0.874 2/2 [==============================] - 0s 18ms/step >20, 61/693, d1=0.655, d2=0.611 g=0.924 2/2 [==============================] - 0s 17ms/step >20, 62/693, d1=0.615, d2=0.642 g=0.898 2/2 [==============================] - 0s 18ms/step >20, 63/693, d1=0.606, d2=0.632 g=0.862 2/2 [==============================] - 0s 17ms/step >20, 64/693, d1=0.683, d2=0.638 g=0.889 2/2 [==============================] - 0s 16ms/step >20, 65/693, d1=0.608, d2=0.674 g=0.920 2/2 [==============================] - 0s 17ms/step >20, 66/693, d1=0.677, d2=0.695 g=0.887 2/2 [==============================] - 0s 17ms/step >20, 67/693, d1=0.638, d2=0.602 g=0.897 2/2 [==============================] - 0s 16ms/step >20, 68/693, d1=0.711, d2=0.595 g=0.859 2/2 [==============================] - 0s 16ms/step >20, 69/693, d1=0.676, d2=0.643 g=0.853 2/2 [==============================] - 0s 17ms/step >20, 70/693, d1=0.626, d2=0.706 g=0.840 2/2 [==============================] - 0s 16ms/step >20, 71/693, d1=0.623, d2=0.654 g=0.857 2/2 [==============================] - 0s 16ms/step >20, 72/693, d1=0.698, d2=0.678 g=0.866 2/2 [==============================] - 0s 16ms/step >20, 73/693, d1=0.615, d2=0.603 g=0.871 2/2 [==============================] - 0s 17ms/step >20, 74/693, d1=0.676, d2=0.633 g=0.816 2/2 [==============================] - 0s 18ms/step >20, 75/693, d1=0.602, d2=0.768 g=0.910 2/2 [==============================] - 0s 20ms/step >20, 76/693, d1=0.659, d2=0.622 g=0.918 2/2 [==============================] - 0s 17ms/step >20, 77/693, d1=0.634, d2=0.646 g=0.885 2/2 [==============================] - 0s 17ms/step >20, 78/693, d1=0.630, d2=0.657 g=0.906 2/2 [==============================] - 0s 17ms/step >20, 79/693, d1=0.652, d2=0.645 g=0.895 2/2 [==============================] - 0s 16ms/step >20, 80/693, d1=0.643, d2=0.646 g=0.872 2/2 [==============================] - 0s 17ms/step >20, 81/693, d1=0.713, d2=0.597 g=0.918 2/2 [==============================] - 0s 18ms/step >20, 82/693, d1=0.709, d2=0.648 g=0.839 2/2 [==============================] - 0s 17ms/step >20, 83/693, d1=0.623, d2=0.648 g=0.820 2/2 [==============================] - 0s 17ms/step >20, 84/693, d1=0.600, d2=0.675 g=0.944 2/2 [==============================] - 0s 18ms/step >20, 85/693, d1=0.646, d2=0.646 g=0.894 2/2 [==============================] - 0s 17ms/step >20, 86/693, d1=0.674, d2=0.585 g=0.910 2/2 [==============================] - 0s 17ms/step >20, 87/693, d1=0.677, d2=0.651 g=0.870 2/2 [==============================] - 0s 16ms/step >20, 88/693, d1=0.591, d2=0.676 g=0.909 2/2 [==============================] - 0s 17ms/step >20, 89/693, d1=0.683, d2=0.682 g=0.935 2/2 [==============================] - 0s 17ms/step >20, 90/693, d1=0.637, d2=0.636 g=0.865 2/2 [==============================] - 0s 22ms/step >20, 91/693, d1=0.715, d2=0.662 g=0.896 2/2 [==============================] - 0s 22ms/step >20, 92/693, d1=0.599, d2=0.668 g=0.884 2/2 [==============================] - 0s 18ms/step >20, 93/693, d1=0.654, d2=0.626 g=0.906 2/2 [==============================] - 0s 17ms/step >20, 94/693, d1=0.683, d2=0.601 g=0.928 2/2 [==============================] - 0s 18ms/step >20, 95/693, d1=0.670, d2=0.623 g=0.931 2/2 [==============================] - 0s 20ms/step >20, 96/693, d1=0.648, d2=0.679 g=0.849 2/2 [==============================] - 0s 18ms/step >20, 97/693, d1=0.638, d2=0.618 g=0.901 2/2 [==============================] - 0s 18ms/step >20, 98/693, d1=0.653, d2=0.595 g=0.923 2/2 [==============================] - 0s 18ms/step >20, 99/693, d1=0.646, d2=0.663 g=0.885 2/2 [==============================] - 0s 17ms/step >20, 100/693, d1=0.622, d2=0.671 g=0.860 2/2 [==============================] - 0s 17ms/step >20, 101/693, d1=0.622, d2=0.638 g=0.920 2/2 [==============================] - 0s 17ms/step >20, 102/693, d1=0.616, d2=0.658 g=0.864 2/2 [==============================] - 0s 17ms/step >20, 103/693, d1=0.598, d2=0.657 g=0.880 2/2 [==============================] - 0s 17ms/step >20, 104/693, d1=0.603, d2=0.654 g=0.849 2/2 [==============================] - 0s 19ms/step >20, 105/693, d1=0.665, d2=0.627 g=0.910 2/2 [==============================] - 0s 17ms/step >20, 106/693, d1=0.657, d2=0.583 g=0.933 2/2 [==============================] - 0s 18ms/step >20, 107/693, d1=0.635, d2=0.615 g=0.862 2/2 [==============================] - 0s 17ms/step >20, 108/693, d1=0.668, d2=0.636 g=0.920 2/2 [==============================] - 0s 19ms/step >20, 109/693, d1=0.658, d2=0.635 g=0.883 2/2 [==============================] - 0s 16ms/step >20, 110/693, d1=0.643, d2=0.640 g=0.885 2/2 [==============================] - 0s 18ms/step >20, 111/693, d1=0.650, d2=0.693 g=0.892 2/2 [==============================] - 0s 19ms/step >20, 112/693, d1=0.699, d2=0.691 g=0.921 2/2 [==============================] - 0s 17ms/step >20, 113/693, d1=0.651, d2=0.659 g=0.891 2/2 [==============================] - 0s 18ms/step >20, 114/693, d1=0.683, d2=0.662 g=0.932 2/2 [==============================] - 0s 16ms/step >20, 115/693, d1=0.639, d2=0.651 g=0.910 2/2 [==============================] - 0s 17ms/step >20, 116/693, d1=0.614, d2=0.633 g=0.880 2/2 [==============================] - 0s 17ms/step >20, 117/693, d1=0.726, d2=0.608 g=0.918 2/2 [==============================] - 0s 17ms/step >20, 118/693, d1=0.678, d2=0.702 g=0.833 2/2 [==============================] - 0s 17ms/step >20, 119/693, d1=0.684, d2=0.680 g=0.875 2/2 [==============================] - 0s 16ms/step >20, 120/693, d1=0.673, d2=0.691 g=0.911 2/2 [==============================] - 0s 19ms/step >20, 121/693, d1=0.663, d2=0.636 g=0.954 2/2 [==============================] - 0s 17ms/step >20, 122/693, d1=0.602, d2=0.663 g=0.908 2/2 [==============================] - 0s 19ms/step >20, 123/693, d1=0.652, d2=0.671 g=0.932 2/2 [==============================] - 0s 17ms/step >20, 124/693, d1=0.644, d2=0.579 g=0.892 2/2 [==============================] - 0s 19ms/step >20, 125/693, d1=0.638, d2=0.595 g=0.929 2/2 [==============================] - 0s 18ms/step >20, 126/693, d1=0.707, d2=0.609 g=0.936 2/2 [==============================] - 0s 18ms/step >20, 127/693, d1=0.738, d2=0.682 g=0.857 2/2 [==============================] - 0s 18ms/step >20, 128/693, d1=0.637, d2=0.670 g=0.821 2/2 [==============================] - 0s 17ms/step >20, 129/693, d1=0.592, d2=0.683 g=0.876 2/2 [==============================] - 0s 16ms/step >20, 130/693, d1=0.654, d2=0.567 g=0.819 2/2 [==============================] - 0s 22ms/step >20, 131/693, d1=0.600, d2=0.644 g=0.886 2/2 [==============================] - 0s 17ms/step >20, 132/693, d1=0.635, d2=0.655 g=0.859 2/2 [==============================] - 0s 16ms/step >20, 133/693, d1=0.708, d2=0.647 g=0.938 2/2 [==============================] - 0s 16ms/step >20, 134/693, d1=0.664, d2=0.558 g=0.891 2/2 [==============================] - 0s 17ms/step >20, 135/693, d1=0.640, d2=0.667 g=0.912 2/2 [==============================] - 0s 18ms/step >20, 136/693, d1=0.621, d2=0.593 g=0.951 2/2 [==============================] - 0s 17ms/step >20, 137/693, d1=0.627, d2=0.625 g=0.884 2/2 [==============================] - 0s 17ms/step >20, 138/693, d1=0.673, d2=0.676 g=0.896 2/2 [==============================] - 0s 16ms/step >20, 139/693, d1=0.628, d2=0.652 g=0.865 2/2 [==============================] - 0s 18ms/step >20, 140/693, d1=0.700, d2=0.568 g=0.862 2/2 [==============================] - 0s 18ms/step >20, 141/693, d1=0.623, d2=0.624 g=0.850 2/2 [==============================] - 0s 17ms/step >20, 142/693, d1=0.617, d2=0.649 g=0.862 2/2 [==============================] - 0s 17ms/step >20, 143/693, d1=0.552, d2=0.698 g=0.905 2/2 [==============================] - 0s 17ms/step >20, 144/693, d1=0.643, d2=0.715 g=0.899 2/2 [==============================] - 0s 17ms/step >20, 145/693, d1=0.639, d2=0.641 g=0.936 2/2 [==============================] - 0s 18ms/step >20, 146/693, d1=0.657, d2=0.630 g=0.894 2/2 [==============================] - 0s 17ms/step >20, 147/693, d1=0.619, d2=0.610 g=0.915 2/2 [==============================] - 0s 17ms/step >20, 148/693, d1=0.672, d2=0.635 g=0.893 2/2 [==============================] - 0s 16ms/step >20, 149/693, d1=0.716, d2=0.667 g=0.836 2/2 [==============================] - 0s 16ms/step >20, 150/693, d1=0.635, d2=0.624 g=0.844 2/2 [==============================] - 0s 17ms/step >20, 151/693, d1=0.620, d2=0.636 g=0.883 2/2 [==============================] - 0s 20ms/step >20, 152/693, d1=0.636, d2=0.624 g=0.961 2/2 [==============================] - 0s 18ms/step >20, 153/693, d1=0.675, d2=0.638 g=0.882 2/2 [==============================] - 0s 19ms/step >20, 154/693, d1=0.636, d2=0.617 g=0.868 2/2 [==============================] - 0s 18ms/step >20, 155/693, d1=0.588, d2=0.637 g=0.838 2/2 [==============================] - 0s 18ms/step >20, 156/693, d1=0.633, d2=0.641 g=0.819 2/2 [==============================] - 0s 19ms/step >20, 157/693, d1=0.660, d2=0.658 g=0.858 2/2 [==============================] - 0s 18ms/step >20, 158/693, d1=0.643, d2=0.591 g=0.824 2/2 [==============================] - 0s 18ms/step >20, 159/693, d1=0.663, d2=0.661 g=0.896 2/2 [==============================] - 0s 19ms/step >20, 160/693, d1=0.633, d2=0.618 g=0.890 2/2 [==============================] - 0s 18ms/step >20, 161/693, d1=0.607, d2=0.564 g=0.975 2/2 [==============================] - 0s 18ms/step >20, 162/693, d1=0.607, d2=0.620 g=0.926 2/2 [==============================] - 0s 20ms/step >20, 163/693, d1=0.601, d2=0.649 g=0.845 2/2 [==============================] - 0s 19ms/step >20, 164/693, d1=0.649, d2=0.639 g=0.898 2/2 [==============================] - 0s 19ms/step >20, 165/693, d1=0.646, d2=0.651 g=0.833 2/2 [==============================] - 0s 17ms/step >20, 166/693, d1=0.642, d2=0.695 g=0.874 2/2 [==============================] - 0s 18ms/step >20, 167/693, d1=0.665, d2=0.589 g=0.883 2/2 [==============================] - 0s 18ms/step >20, 168/693, d1=0.635, d2=0.674 g=0.841 2/2 [==============================] - 0s 19ms/step >20, 169/693, d1=0.606, d2=0.633 g=0.825 2/2 [==============================] - 0s 18ms/step >20, 170/693, d1=0.664, d2=0.665 g=0.842 2/2 [==============================] - 0s 17ms/step >20, 171/693, d1=0.591, d2=0.625 g=0.889 2/2 [==============================] - 0s 19ms/step >20, 172/693, d1=0.650, d2=0.651 g=0.877 2/2 [==============================] - 0s 17ms/step >20, 173/693, d1=0.717, d2=0.612 g=0.893 2/2 [==============================] - 0s 18ms/step >20, 174/693, d1=0.598, d2=0.657 g=0.912 2/2 [==============================] - 0s 18ms/step >20, 175/693, d1=0.655, d2=0.587 g=0.920 2/2 [==============================] - 0s 17ms/step >20, 176/693, d1=0.596, d2=0.556 g=0.947 2/2 [==============================] - 0s 19ms/step >20, 177/693, d1=0.628, d2=0.595 g=0.959 2/2 [==============================] - 0s 17ms/step >20, 178/693, d1=0.580, d2=0.629 g=0.916 2/2 [==============================] - 0s 17ms/step >20, 179/693, d1=0.648, d2=0.625 g=0.853 2/2 [==============================] - 0s 19ms/step >20, 180/693, d1=0.642, d2=0.672 g=0.867 2/2 [==============================] - 0s 20ms/step >20, 181/693, d1=0.603, d2=0.635 g=0.868 2/2 [==============================] - 0s 19ms/step >20, 182/693, d1=0.633, d2=0.647 g=0.939 2/2 [==============================] - 0s 17ms/step >20, 183/693, d1=0.642, d2=0.660 g=0.969 2/2 [==============================] - 0s 17ms/step >20, 184/693, d1=0.695, d2=0.670 g=0.862 2/2 [==============================] - 0s 18ms/step >20, 185/693, d1=0.579, d2=0.603 g=0.948 2/2 [==============================] - 0s 17ms/step >20, 186/693, d1=0.576, d2=0.604 g=0.934 2/2 [==============================] - 0s 18ms/step >20, 187/693, d1=0.590, d2=0.596 g=0.919 2/2 [==============================] - 0s 18ms/step >20, 188/693, d1=0.606, d2=0.650 g=0.968 2/2 [==============================] - 0s 18ms/step >20, 189/693, d1=0.665, d2=0.594 g=0.911 2/2 [==============================] - 0s 17ms/step >20, 190/693, d1=0.674, d2=0.677 g=0.957 2/2 [==============================] - 0s 18ms/step >20, 191/693, d1=0.642, d2=0.570 g=0.961 2/2 [==============================] - 0s 16ms/step >20, 192/693, d1=0.678, d2=0.568 g=0.928 2/2 [==============================] - 0s 18ms/step >20, 193/693, d1=0.660, d2=0.624 g=0.901 2/2 [==============================] - 0s 17ms/step >20, 194/693, d1=0.619, d2=0.617 g=0.886 2/2 [==============================] - 0s 18ms/step >20, 195/693, d1=0.643, d2=0.616 g=0.891 2/2 [==============================] - 0s 22ms/step >20, 196/693, d1=0.641, d2=0.594 g=0.803 2/2 [==============================] - 0s 18ms/step >20, 197/693, d1=0.608, d2=0.655 g=0.857 2/2 [==============================] - 0s 19ms/step >20, 198/693, d1=0.633, d2=0.662 g=0.869 2/2 [==============================] - 0s 18ms/step >20, 199/693, d1=0.661, d2=0.673 g=0.877 2/2 [==============================] - 0s 19ms/step >20, 200/693, d1=0.658, d2=0.615 g=0.856 2/2 [==============================] - 0s 21ms/step >20, 201/693, d1=0.585, d2=0.702 g=0.851 2/2 [==============================] - 0s 16ms/step >20, 202/693, d1=0.632, d2=0.652 g=0.883 2/2 [==============================] - 0s 17ms/step >20, 203/693, d1=0.598, d2=0.611 g=0.872 2/2 [==============================] - 0s 18ms/step >20, 204/693, d1=0.620, d2=0.710 g=0.914 2/2 [==============================] - 0s 16ms/step >20, 205/693, d1=0.596, d2=0.674 g=0.878 2/2 [==============================] - 0s 18ms/step >20, 206/693, d1=0.673, d2=0.588 g=0.904 2/2 [==============================] - 0s 20ms/step >20, 207/693, d1=0.624, d2=0.549 g=0.889 2/2 [==============================] - 0s 18ms/step >20, 208/693, d1=0.629, d2=0.638 g=0.896 2/2 [==============================] - 0s 18ms/step >20, 209/693, d1=0.626, d2=0.665 g=0.902 2/2 [==============================] - 0s 18ms/step >20, 210/693, d1=0.688, d2=0.651 g=0.868 2/2 [==============================] - 0s 20ms/step >20, 211/693, d1=0.656, d2=0.639 g=0.872 2/2 [==============================] - 0s 17ms/step >20, 212/693, d1=0.719, d2=0.621 g=0.863 2/2 [==============================] - 0s 17ms/step >20, 213/693, d1=0.661, d2=0.652 g=0.840 2/2 [==============================] - 0s 19ms/step >20, 214/693, d1=0.625, d2=0.675 g=0.904 2/2 [==============================] - 0s 18ms/step >20, 215/693, d1=0.657, d2=0.660 g=0.839 2/2 [==============================] - 0s 16ms/step >20, 216/693, d1=0.616, d2=0.686 g=0.935 2/2 [==============================] - 0s 17ms/step >20, 217/693, d1=0.714, d2=0.610 g=0.903 2/2 [==============================] - 0s 17ms/step >20, 218/693, d1=0.687, d2=0.648 g=0.999 2/2 [==============================] - 0s 17ms/step >20, 219/693, d1=0.621, d2=0.564 g=0.909 2/2 [==============================] - 0s 17ms/step >20, 220/693, d1=0.637, d2=0.648 g=0.861 2/2 [==============================] - 0s 17ms/step >20, 221/693, d1=0.673, d2=0.612 g=0.893 2/2 [==============================] - 0s 18ms/step >20, 222/693, d1=0.609, d2=0.585 g=0.881 2/2 [==============================] - 0s 17ms/step >20, 223/693, d1=0.648, d2=0.649 g=0.855 2/2 [==============================] - 0s 18ms/step >20, 224/693, d1=0.648, d2=0.625 g=0.849 2/2 [==============================] - 0s 18ms/step >20, 225/693, d1=0.570, d2=0.699 g=0.869 2/2 [==============================] - 0s 16ms/step >20, 226/693, d1=0.613, d2=0.592 g=0.898 2/2 [==============================] - 0s 17ms/step >20, 227/693, d1=0.621, d2=0.685 g=0.853 2/2 [==============================] - 0s 18ms/step >20, 228/693, d1=0.630, d2=0.628 g=0.883 2/2 [==============================] - 0s 17ms/step >20, 229/693, d1=0.608, d2=0.580 g=0.912 2/2 [==============================] - 0s 18ms/step >20, 230/693, d1=0.625, d2=0.665 g=0.905 2/2 [==============================] - 0s 17ms/step >20, 231/693, d1=0.662, d2=0.644 g=0.837 2/2 [==============================] - 0s 17ms/step >20, 232/693, d1=0.564, d2=0.672 g=0.933 2/2 [==============================] - 0s 17ms/step >20, 233/693, d1=0.643, d2=0.663 g=0.912 2/2 [==============================] - 0s 18ms/step >20, 234/693, d1=0.610, d2=0.654 g=0.927 2/2 [==============================] - 0s 19ms/step >20, 235/693, d1=0.669, d2=0.583 g=0.881 2/2 [==============================] - 0s 16ms/step >20, 236/693, d1=0.696, d2=0.626 g=0.901 2/2 [==============================] - 0s 17ms/step >20, 237/693, d1=0.625, d2=0.666 g=0.917 2/2 [==============================] - 0s 16ms/step >20, 238/693, d1=0.686, d2=0.642 g=0.906 2/2 [==============================] - 0s 18ms/step >20, 239/693, d1=0.661, d2=0.634 g=0.912 2/2 [==============================] - 0s 18ms/step >20, 240/693, d1=0.724, d2=0.672 g=0.888 2/2 [==============================] - 0s 17ms/step >20, 241/693, d1=0.668, d2=0.612 g=0.924 2/2 [==============================] - 0s 17ms/step >20, 242/693, d1=0.631, d2=0.657 g=0.809 2/2 [==============================] - 0s 18ms/step >20, 243/693, d1=0.680, d2=0.595 g=0.887 2/2 [==============================] - 0s 17ms/step >20, 244/693, d1=0.632, d2=0.596 g=0.928 2/2 [==============================] - 0s 17ms/step >20, 245/693, d1=0.661, d2=0.629 g=0.902 2/2 [==============================] - 0s 16ms/step >20, 246/693, d1=0.609, d2=0.634 g=0.888 2/2 [==============================] - 0s 17ms/step >20, 247/693, d1=0.620, d2=0.603 g=0.899 2/2 [==============================] - 0s 16ms/step >20, 248/693, d1=0.623, d2=0.639 g=0.883 2/2 [==============================] - 0s 17ms/step >20, 249/693, d1=0.662, d2=0.685 g=0.894 2/2 [==============================] - 0s 18ms/step >20, 250/693, d1=0.698, d2=0.657 g=0.877 2/2 [==============================] - 0s 18ms/step >20, 251/693, d1=0.629, d2=0.622 g=0.864 2/2 [==============================] - 0s 16ms/step >20, 252/693, d1=0.625, d2=0.667 g=0.921 2/2 [==============================] - 0s 17ms/step >20, 253/693, d1=0.664, d2=0.610 g=0.915 2/2 [==============================] - 0s 17ms/step >20, 254/693, d1=0.669, d2=0.608 g=0.922 2/2 [==============================] - 0s 14ms/step >20, 255/693, d1=0.620, d2=0.654 g=0.885 2/2 [==============================] - 0s 17ms/step >20, 256/693, d1=0.698, d2=0.663 g=0.872 2/2 [==============================] - 0s 16ms/step >20, 257/693, d1=0.584, d2=0.615 g=0.912 2/2 [==============================] - 0s 18ms/step >20, 258/693, d1=0.605, d2=0.591 g=0.883 2/2 [==============================] - 0s 18ms/step >20, 259/693, d1=0.656, d2=0.641 g=0.918 2/2 [==============================] - 0s 16ms/step >20, 260/693, d1=0.668, d2=0.632 g=0.945 2/2 [==============================] - 0s 17ms/step >20, 261/693, d1=0.619, d2=0.621 g=0.893 2/2 [==============================] - 0s 17ms/step >20, 262/693, d1=0.666, d2=0.592 g=0.896 2/2 [==============================] - 0s 16ms/step >20, 263/693, d1=0.600, d2=0.649 g=0.867 2/2 [==============================] - 0s 17ms/step >20, 264/693, d1=0.668, d2=0.675 g=0.860 2/2 [==============================] - 0s 17ms/step >20, 265/693, d1=0.630, d2=0.654 g=0.875 2/2 [==============================] - 0s 17ms/step >20, 266/693, d1=0.611, d2=0.589 g=0.877 2/2 [==============================] - 0s 20ms/step >20, 267/693, d1=0.642, d2=0.663 g=0.864 2/2 [==============================] - 0s 17ms/step >20, 268/693, d1=0.620, d2=0.616 g=0.868 2/2 [==============================] - 0s 17ms/step >20, 269/693, d1=0.584, d2=0.672 g=0.871 2/2 [==============================] - 0s 17ms/step >20, 270/693, d1=0.613, d2=0.671 g=0.860 2/2 [==============================] - 0s 19ms/step >20, 271/693, d1=0.641, d2=0.628 g=0.924 2/2 [==============================] - 0s 18ms/step >20, 272/693, d1=0.644, d2=0.620 g=0.877 2/2 [==============================] - 0s 18ms/step >20, 273/693, d1=0.590, d2=0.594 g=0.894 2/2 [==============================] - 0s 19ms/step >20, 274/693, d1=0.651, d2=0.645 g=0.905 2/2 [==============================] - 0s 21ms/step >20, 275/693, d1=0.657, d2=0.624 g=0.889 2/2 [==============================] - 0s 17ms/step >20, 276/693, d1=0.639, d2=0.643 g=0.883 2/2 [==============================] - 0s 18ms/step >20, 277/693, d1=0.636, d2=0.692 g=0.913 2/2 [==============================] - 0s 19ms/step >20, 278/693, d1=0.612, d2=0.663 g=0.905 2/2 [==============================] - 0s 19ms/step >20, 279/693, d1=0.692, d2=0.582 g=0.800 2/2 [==============================] - 0s 18ms/step >20, 280/693, d1=0.595, d2=0.673 g=0.850 2/2 [==============================] - 0s 18ms/step >20, 281/693, d1=0.591, d2=0.663 g=0.921 2/2 [==============================] - 0s 18ms/step >20, 282/693, d1=0.714, d2=0.654 g=0.847 2/2 [==============================] - 0s 18ms/step >20, 283/693, d1=0.626, d2=0.595 g=0.938 2/2 [==============================] - 0s 19ms/step >20, 284/693, d1=0.658, d2=0.695 g=0.885 2/2 [==============================] - 0s 18ms/step >20, 285/693, d1=0.607, d2=0.635 g=0.881 2/2 [==============================] - 0s 18ms/step >20, 286/693, d1=0.665, d2=0.650 g=0.922 2/2 [==============================] - 0s 19ms/step >20, 287/693, d1=0.658, d2=0.665 g=0.911 2/2 [==============================] - 0s 18ms/step >20, 288/693, d1=0.677, d2=0.586 g=0.944 2/2 [==============================] - 0s 18ms/step >20, 289/693, d1=0.660, d2=0.655 g=0.886 2/2 [==============================] - 0s 19ms/step >20, 290/693, d1=0.684, d2=0.615 g=0.895 2/2 [==============================] - 0s 18ms/step >20, 291/693, d1=0.697, d2=0.642 g=0.881 2/2 [==============================] - 0s 18ms/step >20, 292/693, d1=0.589, d2=0.629 g=0.825 2/2 [==============================] - 0s 19ms/step >20, 293/693, d1=0.649, d2=0.676 g=0.920 2/2 [==============================] - 0s 19ms/step >20, 294/693, d1=0.661, d2=0.628 g=0.898 2/2 [==============================] - 0s 18ms/step >20, 295/693, d1=0.643, d2=0.662 g=0.922 2/2 [==============================] - 0s 18ms/step >20, 296/693, d1=0.669, d2=0.689 g=0.968 2/2 [==============================] - 0s 17ms/step >20, 297/693, d1=0.637, d2=0.582 g=0.942 2/2 [==============================] - 0s 17ms/step >20, 298/693, d1=0.548, d2=0.572 g=0.957 2/2 [==============================] - 0s 18ms/step >20, 299/693, d1=0.740, d2=0.671 g=0.997 2/2 [==============================] - 0s 17ms/step >20, 300/693, d1=0.614, d2=0.622 g=0.880 2/2 [==============================] - 0s 17ms/step >20, 301/693, d1=0.650, d2=0.657 g=0.905 2/2 [==============================] - 0s 18ms/step >20, 302/693, d1=0.655, d2=0.580 g=0.889 2/2 [==============================] - 0s 22ms/step >20, 303/693, d1=0.613, d2=0.602 g=0.899 2/2 [==============================] - 0s 17ms/step >20, 304/693, d1=0.699, d2=0.739 g=0.883 2/2 [==============================] - 0s 18ms/step >20, 305/693, d1=0.648, d2=0.633 g=0.899 2/2 [==============================] - 0s 17ms/step >20, 306/693, d1=0.631, d2=0.623 g=0.875 2/2 [==============================] - 0s 17ms/step >20, 307/693, d1=0.656, d2=0.667 g=0.878 2/2 [==============================] - 0s 18ms/step >20, 308/693, d1=0.634, d2=0.623 g=0.889 2/2 [==============================] - 0s 18ms/step >20, 309/693, d1=0.684, d2=0.653 g=0.886 2/2 [==============================] - 0s 17ms/step >20, 310/693, d1=0.607, d2=0.618 g=0.924 2/2 [==============================] - 0s 17ms/step >20, 311/693, d1=0.653, d2=0.627 g=0.910 2/2 [==============================] - 0s 17ms/step >20, 312/693, d1=0.609, d2=0.651 g=0.939 2/2 [==============================] - 0s 17ms/step >20, 313/693, d1=0.622, d2=0.608 g=0.902 2/2 [==============================] - 0s 18ms/step >20, 314/693, d1=0.606, d2=0.690 g=0.912 2/2 [==============================] - 0s 17ms/step >20, 315/693, d1=0.729, d2=0.669 g=0.893 2/2 [==============================] - 0s 18ms/step >20, 316/693, d1=0.650, d2=0.611 g=0.921 2/2 [==============================] - 0s 18ms/step >20, 317/693, d1=0.634, d2=0.713 g=0.939 2/2 [==============================] - 0s 18ms/step >20, 318/693, d1=0.640, d2=0.642 g=0.938 2/2 [==============================] - 0s 16ms/step >20, 319/693, d1=0.666, d2=0.613 g=0.918 2/2 [==============================] - 0s 18ms/step >20, 320/693, d1=0.646, d2=0.591 g=0.985 2/2 [==============================] - 0s 18ms/step >20, 321/693, d1=0.641, d2=0.545 g=0.968 2/2 [==============================] - 0s 17ms/step >20, 322/693, d1=0.672, d2=0.652 g=0.842 2/2 [==============================] - 0s 18ms/step >20, 323/693, d1=0.635, d2=0.666 g=0.861 2/2 [==============================] - 0s 20ms/step >20, 324/693, d1=0.703, d2=0.643 g=0.931 2/2 [==============================] - 0s 17ms/step >20, 325/693, d1=0.574, d2=0.608 g=0.924 2/2 [==============================] - 0s 18ms/step >20, 326/693, d1=0.690, d2=0.582 g=0.878 2/2 [==============================] - 0s 17ms/step >20, 327/693, d1=0.632, d2=0.655 g=0.880 2/2 [==============================] - 0s 18ms/step >20, 328/693, d1=0.654, d2=0.750 g=0.824 2/2 [==============================] - 0s 18ms/step >20, 329/693, d1=0.707, d2=0.727 g=0.861 2/2 [==============================] - 0s 19ms/step >20, 330/693, d1=0.608, d2=0.618 g=0.925 2/2 [==============================] - 0s 20ms/step >20, 331/693, d1=0.549, d2=0.605 g=0.922 2/2 [==============================] - 0s 20ms/step >20, 332/693, d1=0.645, d2=0.555 g=0.932 2/2 [==============================] - 0s 18ms/step >20, 333/693, d1=0.676, d2=0.616 g=0.869 2/2 [==============================] - 0s 16ms/step >20, 334/693, d1=0.587, d2=0.632 g=0.847 2/2 [==============================] - 0s 16ms/step >20, 335/693, d1=0.585, d2=0.712 g=0.879 2/2 [==============================] - 0s 19ms/step >20, 336/693, d1=0.654, d2=0.614 g=0.900 2/2 [==============================] - 0s 17ms/step >20, 337/693, d1=0.644, d2=0.632 g=0.955 2/2 [==============================] - 0s 18ms/step >20, 338/693, d1=0.681, d2=0.564 g=0.928 2/2 [==============================] - 0s 18ms/step >20, 339/693, d1=0.605, d2=0.643 g=0.876 2/2 [==============================] - 0s 21ms/step >20, 340/693, d1=0.674, d2=0.640 g=0.874 2/2 [==============================] - 0s 18ms/step >20, 341/693, d1=0.583, d2=0.655 g=0.923 2/2 [==============================] - 0s 16ms/step >20, 342/693, d1=0.594, d2=0.625 g=0.973 2/2 [==============================] - 0s 16ms/step >20, 343/693, d1=0.682, d2=0.545 g=0.982 2/2 [==============================] - 0s 18ms/step >20, 344/693, d1=0.613, d2=0.565 g=0.896 2/2 [==============================] - 0s 17ms/step >20, 345/693, d1=0.607, d2=0.684 g=0.918 2/2 [==============================] - 0s 16ms/step >20, 346/693, d1=0.636, d2=0.684 g=0.911 2/2 [==============================] - 0s 19ms/step >20, 347/693, d1=0.615, d2=0.617 g=0.993 2/2 [==============================] - 0s 17ms/step >20, 348/693, d1=0.680, d2=0.611 g=0.874 2/2 [==============================] - 0s 19ms/step >20, 349/693, d1=0.649, d2=0.692 g=0.855 2/2 [==============================] - 0s 20ms/step >20, 350/693, d1=0.587, d2=0.671 g=0.927 2/2 [==============================] - 0s 16ms/step >20, 351/693, d1=0.630, d2=0.664 g=0.845 2/2 [==============================] - 0s 19ms/step >20, 352/693, d1=0.602, d2=0.625 g=0.921 2/2 [==============================] - 0s 18ms/step >20, 353/693, d1=0.691, d2=0.657 g=0.855 2/2 [==============================] - 0s 17ms/step >20, 354/693, d1=0.649, d2=0.661 g=0.937 2/2 [==============================] - 0s 17ms/step >20, 355/693, d1=0.617, d2=0.624 g=0.970 2/2 [==============================] - 0s 17ms/step >20, 356/693, d1=0.649, d2=0.640 g=0.950 2/2 [==============================] - 0s 16ms/step >20, 357/693, d1=0.691, d2=0.655 g=0.940 2/2 [==============================] - 0s 17ms/step >20, 358/693, d1=0.628, d2=0.616 g=0.916 2/2 [==============================] - 0s 17ms/step >20, 359/693, d1=0.682, d2=0.586 g=0.857 2/2 [==============================] - 0s 16ms/step >20, 360/693, d1=0.635, d2=0.649 g=0.949 2/2 [==============================] - 0s 18ms/step >20, 361/693, d1=0.671, d2=0.606 g=0.926 2/2 [==============================] - 0s 17ms/step >20, 362/693, d1=0.611, d2=0.561 g=0.912 2/2 [==============================] - 0s 16ms/step >20, 363/693, d1=0.678, d2=0.627 g=0.848 2/2 [==============================] - 0s 17ms/step >20, 364/693, d1=0.667, d2=0.644 g=0.925 2/2 [==============================] - 0s 17ms/step >20, 365/693, d1=0.698, d2=0.616 g=0.895 2/2 [==============================] - 0s 16ms/step >20, 366/693, d1=0.629, d2=0.597 g=0.962 2/2 [==============================] - 0s 17ms/step >20, 367/693, d1=0.649, d2=0.637 g=0.848 2/2 [==============================] - 0s 17ms/step >20, 368/693, d1=0.651, d2=0.632 g=0.894 2/2 [==============================] - 0s 20ms/step >20, 369/693, d1=0.590, d2=0.698 g=0.873 2/2 [==============================] - 0s 17ms/step >20, 370/693, d1=0.506, d2=0.691 g=0.909 2/2 [==============================] - 0s 17ms/step >20, 371/693, d1=0.659, d2=0.696 g=0.952 2/2 [==============================] - 0s 16ms/step >20, 372/693, d1=0.701, d2=0.651 g=0.918 2/2 [==============================] - 0s 16ms/step >20, 373/693, d1=0.629, d2=0.622 g=0.879 2/2 [==============================] - 0s 17ms/step >20, 374/693, d1=0.646, d2=0.672 g=0.952 2/2 [==============================] - 0s 17ms/step >20, 375/693, d1=0.693, d2=0.649 g=0.937 2/2 [==============================] - 0s 17ms/step >20, 376/693, d1=0.740, d2=0.574 g=0.975 2/2 [==============================] - 0s 17ms/step >20, 377/693, d1=0.676, d2=0.516 g=0.978 2/2 [==============================] - 0s 17ms/step >20, 378/693, d1=0.637, d2=0.600 g=0.928 2/2 [==============================] - 0s 17ms/step >20, 379/693, d1=0.613, d2=0.632 g=0.853 2/2 [==============================] - 0s 15ms/step >20, 380/693, d1=0.592, d2=0.645 g=0.919 2/2 [==============================] - 0s 17ms/step >20, 381/693, d1=0.664, d2=0.627 g=0.925 2/2 [==============================] - 0s 17ms/step >20, 382/693, d1=0.548, d2=0.623 g=0.971 2/2 [==============================] - 0s 18ms/step >20, 383/693, d1=0.556, d2=0.717 g=0.957 2/2 [==============================] - 0s 16ms/step >20, 384/693, d1=0.639, d2=0.580 g=0.979 2/2 [==============================] - 0s 17ms/step >20, 385/693, d1=0.646, d2=0.603 g=0.896 2/2 [==============================] - 0s 17ms/step >20, 386/693, d1=0.632, d2=0.645 g=1.010 2/2 [==============================] - 0s 17ms/step >20, 387/693, d1=0.682, d2=0.606 g=0.885 2/2 [==============================] - 0s 17ms/step >20, 388/693, d1=0.651, d2=0.642 g=0.871 2/2 [==============================] - 0s 16ms/step >20, 389/693, d1=0.642, d2=0.637 g=0.904 2/2 [==============================] - 0s 17ms/step >20, 390/693, d1=0.666, d2=0.656 g=0.913 2/2 [==============================] - 0s 15ms/step >20, 391/693, d1=0.643, d2=0.666 g=0.886 2/2 [==============================] - 0s 18ms/step >20, 392/693, d1=0.624, d2=0.626 g=0.876 2/2 [==============================] - 0s 18ms/step >20, 393/693, d1=0.621, d2=0.677 g=0.924 2/2 [==============================] - 0s 16ms/step >20, 394/693, d1=0.644, d2=0.588 g=0.891 2/2 [==============================] - 0s 17ms/step >20, 395/693, d1=0.642, d2=0.666 g=0.909 2/2 [==============================] - 0s 18ms/step >20, 396/693, d1=0.652, d2=0.657 g=0.890 2/2 [==============================] - 0s 19ms/step >20, 397/693, d1=0.692, d2=0.709 g=0.900 2/2 [==============================] - 0s 16ms/step >20, 398/693, d1=0.622, d2=0.618 g=0.892 2/2 [==============================] - 0s 18ms/step >20, 399/693, d1=0.615, d2=0.642 g=0.865 2/2 [==============================] - 0s 17ms/step >20, 400/693, d1=0.667, d2=0.630 g=0.962 2/2 [==============================] - 0s 17ms/step >20, 401/693, d1=0.631, d2=0.587 g=0.901 2/2 [==============================] - 0s 17ms/step >20, 402/693, d1=0.661, d2=0.616 g=0.972 2/2 [==============================] - 0s 17ms/step >20, 403/693, d1=0.626, d2=0.624 g=0.871 2/2 [==============================] - 0s 18ms/step >20, 404/693, d1=0.624, d2=0.611 g=0.894 2/2 [==============================] - 0s 17ms/step >20, 405/693, d1=0.557, d2=0.602 g=0.969 2/2 [==============================] - 0s 17ms/step >20, 406/693, d1=0.598, d2=0.629 g=0.878 2/2 [==============================] - 0s 16ms/step >20, 407/693, d1=0.616, d2=0.672 g=0.872 2/2 [==============================] - 0s 18ms/step >20, 408/693, d1=0.634, d2=0.647 g=0.914 2/2 [==============================] - 0s 16ms/step >20, 409/693, d1=0.642, d2=0.606 g=0.933 2/2 [==============================] - 0s 17ms/step >20, 410/693, d1=0.679, d2=0.667 g=0.907 2/2 [==============================] - 0s 16ms/step >20, 411/693, d1=0.695, d2=0.690 g=0.890 2/2 [==============================] - 0s 16ms/step >20, 412/693, d1=0.586, d2=0.680 g=0.855 2/2 [==============================] - 0s 16ms/step >20, 413/693, d1=0.642, d2=0.655 g=0.886 2/2 [==============================] - 0s 16ms/step >20, 414/693, d1=0.585, d2=0.618 g=0.935 2/2 [==============================] - 0s 19ms/step >20, 415/693, d1=0.627, d2=0.615 g=0.914 2/2 [==============================] - 0s 16ms/step >20, 416/693, d1=0.620, d2=0.651 g=0.957 2/2 [==============================] - 0s 17ms/step >20, 417/693, d1=0.613, d2=0.644 g=0.973 2/2 [==============================] - 0s 19ms/step >20, 418/693, d1=0.739, d2=0.564 g=0.987 2/2 [==============================] - 0s 18ms/step >20, 419/693, d1=0.673, d2=0.564 g=0.918 2/2 [==============================] - 0s 16ms/step >20, 420/693, d1=0.728, d2=0.665 g=0.845 2/2 [==============================] - 0s 17ms/step >20, 421/693, d1=0.629, d2=0.667 g=0.917 2/2 [==============================] - 0s 18ms/step >20, 422/693, d1=0.586, d2=0.606 g=0.907 2/2 [==============================] - 0s 18ms/step >20, 423/693, d1=0.616, d2=0.645 g=0.891 2/2 [==============================] - 0s 17ms/step >20, 424/693, d1=0.639, d2=0.684 g=0.903 2/2 [==============================] - 0s 18ms/step >20, 425/693, d1=0.631, d2=0.606 g=0.904 2/2 [==============================] - 0s 16ms/step >20, 426/693, d1=0.648, d2=0.672 g=0.895 2/2 [==============================] - 0s 17ms/step >20, 427/693, d1=0.648, d2=0.622 g=0.864 2/2 [==============================] - 0s 17ms/step >20, 428/693, d1=0.636, d2=0.682 g=0.861 2/2 [==============================] - 0s 18ms/step >20, 429/693, d1=0.650, d2=0.669 g=0.836 2/2 [==============================] - 0s 17ms/step >20, 430/693, d1=0.572, d2=0.634 g=0.947 2/2 [==============================] - 0s 17ms/step >20, 431/693, d1=0.654, d2=0.653 g=0.921 2/2 [==============================] - 0s 17ms/step >20, 432/693, d1=0.637, d2=0.657 g=0.894 2/2 [==============================] - 0s 16ms/step >20, 433/693, d1=0.703, d2=0.632 g=0.834 2/2 [==============================] - 0s 17ms/step >20, 434/693, d1=0.588, d2=0.617 g=0.856 2/2 [==============================] - 0s 18ms/step >20, 435/693, d1=0.642, d2=0.710 g=0.908 2/2 [==============================] - 0s 17ms/step >20, 436/693, d1=0.632, d2=0.617 g=0.936 2/2 [==============================] - 0s 16ms/step >20, 437/693, d1=0.665, d2=0.603 g=0.888 2/2 [==============================] - 0s 16ms/step >20, 438/693, d1=0.641, d2=0.661 g=0.912 2/2 [==============================] - 0s 19ms/step >20, 439/693, d1=0.650, d2=0.628 g=0.860 2/2 [==============================] - 0s 17ms/step >20, 440/693, d1=0.656, d2=0.659 g=0.904 2/2 [==============================] - 0s 18ms/step >20, 441/693, d1=0.623, d2=0.693 g=0.934 2/2 [==============================] - 0s 17ms/step >20, 442/693, d1=0.640, d2=0.550 g=0.927 2/2 [==============================] - 0s 16ms/step >20, 443/693, d1=0.635, d2=0.646 g=0.885 2/2 [==============================] - 0s 16ms/step >20, 444/693, d1=0.685, d2=0.597 g=0.915 2/2 [==============================] - 0s 17ms/step >20, 445/693, d1=0.649, d2=0.615 g=0.853 2/2 [==============================] - 0s 16ms/step >20, 446/693, d1=0.614, d2=0.641 g=0.866 2/2 [==============================] - 0s 18ms/step >20, 447/693, d1=0.692, d2=0.639 g=0.940 2/2 [==============================] - 0s 19ms/step >20, 448/693, d1=0.646, d2=0.635 g=0.880 2/2 [==============================] - 0s 17ms/step >20, 449/693, d1=0.624, d2=0.713 g=0.911 2/2 [==============================] - 0s 17ms/step >20, 450/693, d1=0.694, d2=0.617 g=0.895 2/2 [==============================] - 0s 17ms/step >20, 451/693, d1=0.589, d2=0.613 g=0.910 2/2 [==============================] - 0s 17ms/step >20, 452/693, d1=0.581, d2=0.647 g=0.891 2/2 [==============================] - 0s 18ms/step >20, 453/693, d1=0.656, d2=0.671 g=0.889 2/2 [==============================] - 0s 16ms/step >20, 454/693, d1=0.636, d2=0.602 g=1.000 2/2 [==============================] - 0s 18ms/step >20, 455/693, d1=0.613, d2=0.590 g=0.916 2/2 [==============================] - 0s 17ms/step >20, 456/693, d1=0.604, d2=0.584 g=0.892 2/2 [==============================] - 0s 18ms/step >20, 457/693, d1=0.689, d2=0.603 g=0.888 2/2 [==============================] - 0s 17ms/step >20, 458/693, d1=0.682, d2=0.654 g=0.894 2/2 [==============================] - 0s 17ms/step >20, 459/693, d1=0.637, d2=0.570 g=0.905 2/2 [==============================] - 0s 16ms/step >20, 460/693, d1=0.657, d2=0.591 g=0.883 2/2 [==============================] - 0s 18ms/step >20, 461/693, d1=0.625, d2=0.658 g=0.947 2/2 [==============================] - 0s 17ms/step >20, 462/693, d1=0.681, d2=0.671 g=0.914 2/2 [==============================] - 0s 16ms/step >20, 463/693, d1=0.705, d2=0.667 g=0.858 2/2 [==============================] - 0s 17ms/step >20, 464/693, d1=0.674, d2=0.573 g=0.851 2/2 [==============================] - 0s 16ms/step >20, 465/693, d1=0.593, d2=0.607 g=0.887 2/2 [==============================] - 0s 17ms/step >20, 466/693, d1=0.693, d2=0.722 g=0.852 2/2 [==============================] - 0s 16ms/step >20, 467/693, d1=0.572, d2=0.660 g=0.834 2/2 [==============================] - 0s 17ms/step >20, 468/693, d1=0.620, d2=0.674 g=0.844 2/2 [==============================] - 0s 17ms/step >20, 469/693, d1=0.656, d2=0.616 g=0.861 2/2 [==============================] - 0s 17ms/step >20, 470/693, d1=0.598, d2=0.629 g=0.875 2/2 [==============================] - 0s 17ms/step >20, 471/693, d1=0.685, d2=0.610 g=0.916 2/2 [==============================] - 0s 16ms/step >20, 472/693, d1=0.596, d2=0.617 g=0.875 2/2 [==============================] - 0s 16ms/step >20, 473/693, d1=0.591, d2=0.591 g=0.971 2/2 [==============================] - 0s 17ms/step >20, 474/693, d1=0.724, d2=0.548 g=0.927 2/2 [==============================] - 0s 17ms/step >20, 475/693, d1=0.606, d2=0.684 g=0.901 2/2 [==============================] - 0s 18ms/step >20, 476/693, d1=0.675, d2=0.630 g=0.854 2/2 [==============================] - 0s 16ms/step >20, 477/693, d1=0.646, d2=0.599 g=0.936 2/2 [==============================] - 0s 18ms/step >20, 478/693, d1=0.651, d2=0.614 g=0.885 2/2 [==============================] - 0s 17ms/step >20, 479/693, d1=0.641, d2=0.665 g=0.912 2/2 [==============================] - 0s 17ms/step >20, 480/693, d1=0.656, d2=0.677 g=0.888 2/2 [==============================] - 0s 17ms/step >20, 481/693, d1=0.577, d2=0.640 g=0.916 2/2 [==============================] - 0s 16ms/step >20, 482/693, d1=0.620, d2=0.663 g=0.888 2/2 [==============================] - 0s 17ms/step >20, 483/693, d1=0.563, d2=0.728 g=1.002 2/2 [==============================] - 0s 17ms/step >20, 484/693, d1=0.667, d2=0.601 g=0.899 2/2 [==============================] - 0s 16ms/step >20, 485/693, d1=0.573, d2=0.596 g=0.904 2/2 [==============================] - 0s 17ms/step >20, 486/693, d1=0.620, d2=0.664 g=0.827 2/2 [==============================] - 0s 16ms/step >20, 487/693, d1=0.625, d2=0.638 g=0.907 2/2 [==============================] - 0s 17ms/step >20, 488/693, d1=0.661, d2=0.615 g=0.915 2/2 [==============================] - 0s 16ms/step >20, 489/693, d1=0.595, d2=0.579 g=0.899 2/2 [==============================] - 0s 18ms/step >20, 490/693, d1=0.714, d2=0.715 g=0.914 2/2 [==============================] - 0s 17ms/step >20, 491/693, d1=0.672, d2=0.651 g=0.861 2/2 [==============================] - 0s 17ms/step >20, 492/693, d1=0.613, d2=0.629 g=0.862 2/2 [==============================] - 0s 17ms/step >20, 493/693, d1=0.638, d2=0.650 g=0.930 2/2 [==============================] - 0s 17ms/step >20, 494/693, d1=0.670, d2=0.572 g=0.889 2/2 [==============================] - 0s 17ms/step >20, 495/693, d1=0.649, d2=0.676 g=0.899 2/2 [==============================] - 0s 17ms/step >20, 496/693, d1=0.624, d2=0.638 g=0.860 2/2 [==============================] - 0s 18ms/step >20, 497/693, d1=0.641, d2=0.575 g=0.855 2/2 [==============================] - 0s 16ms/step >20, 498/693, d1=0.624, d2=0.713 g=0.877 2/2 [==============================] - 0s 16ms/step >20, 499/693, d1=0.607, d2=0.675 g=0.869 2/2 [==============================] - 0s 16ms/step >20, 500/693, d1=0.671, d2=0.670 g=0.944 2/2 [==============================] - 0s 16ms/step >20, 501/693, d1=0.572, d2=0.638 g=0.923 2/2 [==============================] - 0s 17ms/step >20, 502/693, d1=0.680, d2=0.635 g=0.930 2/2 [==============================] - 0s 15ms/step >20, 503/693, d1=0.610, d2=0.626 g=0.857 2/2 [==============================] - 0s 17ms/step >20, 504/693, d1=0.549, d2=0.568 g=0.870 2/2 [==============================] - 0s 16ms/step >20, 505/693, d1=0.606, d2=0.575 g=0.851 2/2 [==============================] - 0s 16ms/step >20, 506/693, d1=0.692, d2=0.652 g=0.857 2/2 [==============================] - 0s 16ms/step >20, 507/693, d1=0.602, d2=0.652 g=0.890 2/2 [==============================] - 0s 16ms/step >20, 508/693, d1=0.622, d2=0.662 g=0.893 2/2 [==============================] - 0s 18ms/step >20, 509/693, d1=0.693, d2=0.671 g=0.863 2/2 [==============================] - 0s 16ms/step >20, 510/693, d1=0.586, d2=0.636 g=0.900 2/2 [==============================] - 0s 17ms/step >20, 511/693, d1=0.637, d2=0.608 g=0.881 2/2 [==============================] - 0s 17ms/step >20, 512/693, d1=0.678, d2=0.653 g=0.825 2/2 [==============================] - 0s 17ms/step >20, 513/693, d1=0.642, d2=0.674 g=0.895 2/2 [==============================] - 0s 16ms/step >20, 514/693, d1=0.701, d2=0.661 g=0.873 2/2 [==============================] - 0s 16ms/step >20, 515/693, d1=0.646, d2=0.669 g=0.838 2/2 [==============================] - 0s 17ms/step >20, 516/693, d1=0.623, d2=0.613 g=0.840 2/2 [==============================] - 0s 17ms/step >20, 517/693, d1=0.616, d2=0.668 g=0.880 2/2 [==============================] - 0s 17ms/step >20, 518/693, d1=0.604, d2=0.665 g=0.868 2/2 [==============================] - 0s 17ms/step >20, 519/693, d1=0.611, d2=0.676 g=0.905 2/2 [==============================] - 0s 16ms/step >20, 520/693, d1=0.655, d2=0.656 g=0.917 2/2 [==============================] - 0s 19ms/step >20, 521/693, d1=0.669, d2=0.599 g=0.913 2/2 [==============================] - 0s 17ms/step >20, 522/693, d1=0.686, d2=0.633 g=0.908 2/2 [==============================] - 0s 17ms/step >20, 523/693, d1=0.640, d2=0.742 g=0.913 2/2 [==============================] - 0s 16ms/step >20, 524/693, d1=0.588, d2=0.627 g=0.952 2/2 [==============================] - 0s 17ms/step >20, 525/693, d1=0.704, d2=0.638 g=0.925 2/2 [==============================] - 0s 16ms/step >20, 526/693, d1=0.677, d2=0.621 g=0.907 2/2 [==============================] - 0s 17ms/step >20, 527/693, d1=0.751, d2=0.629 g=0.825 2/2 [==============================] - 0s 18ms/step >20, 528/693, d1=0.598, d2=0.627 g=0.826 2/2 [==============================] - 0s 17ms/step >20, 529/693, d1=0.627, d2=0.663 g=0.862 2/2 [==============================] - 0s 17ms/step >20, 530/693, d1=0.659, d2=0.620 g=0.865 2/2 [==============================] - 0s 17ms/step >20, 531/693, d1=0.672, d2=0.638 g=0.855 2/2 [==============================] - 0s 16ms/step >20, 532/693, d1=0.667, d2=0.637 g=0.897 2/2 [==============================] - 0s 17ms/step >20, 533/693, d1=0.619, d2=0.650 g=0.888 2/2 [==============================] - 0s 17ms/step >20, 534/693, d1=0.666, d2=0.659 g=0.898 2/2 [==============================] - 0s 18ms/step >20, 535/693, d1=0.626, d2=0.622 g=0.900 2/2 [==============================] - 0s 17ms/step >20, 536/693, d1=0.618, d2=0.651 g=0.892 2/2 [==============================] - 0s 18ms/step >20, 537/693, d1=0.644, d2=0.649 g=0.925 2/2 [==============================] - 0s 18ms/step >20, 538/693, d1=0.665, d2=0.609 g=0.994 2/2 [==============================] - 0s 17ms/step >20, 539/693, d1=0.676, d2=0.616 g=0.975 2/2 [==============================] - 0s 17ms/step >20, 540/693, d1=0.599, d2=0.661 g=0.937 2/2 [==============================] - 0s 18ms/step >20, 541/693, d1=0.692, d2=0.631 g=0.914 2/2 [==============================] - 0s 19ms/step >20, 542/693, d1=0.696, d2=0.612 g=0.953 2/2 [==============================] - 0s 17ms/step >20, 543/693, d1=0.665, d2=0.628 g=0.907 2/2 [==============================] - 0s 16ms/step >20, 544/693, d1=0.634, d2=0.609 g=0.889 2/2 [==============================] - 0s 17ms/step >20, 545/693, d1=0.639, d2=0.619 g=0.946 2/2 [==============================] - 0s 17ms/step >20, 546/693, d1=0.638, d2=0.624 g=0.911 2/2 [==============================] - 0s 17ms/step >20, 547/693, d1=0.613, d2=0.686 g=0.914 2/2 [==============================] - 0s 17ms/step >20, 548/693, d1=0.673, d2=0.626 g=0.884 2/2 [==============================] - 0s 18ms/step >20, 549/693, d1=0.675, d2=0.620 g=0.941 2/2 [==============================] - 0s 16ms/step >20, 550/693, d1=0.666, d2=0.637 g=0.891 2/2 [==============================] - 0s 16ms/step >20, 551/693, d1=0.661, d2=0.700 g=0.905 2/2 [==============================] - 0s 17ms/step >20, 552/693, d1=0.666, d2=0.634 g=0.924 2/2 [==============================] - 0s 17ms/step >20, 553/693, d1=0.638, d2=0.596 g=0.872 2/2 [==============================] - 0s 18ms/step >20, 554/693, d1=0.651, d2=0.669 g=0.946 2/2 [==============================] - 0s 17ms/step >20, 555/693, d1=0.607, d2=0.629 g=0.888 2/2 [==============================] - 0s 18ms/step >20, 556/693, d1=0.618, d2=0.705 g=0.914 2/2 [==============================] - 0s 17ms/step >20, 557/693, d1=0.641, d2=0.597 g=0.892 2/2 [==============================] - 0s 17ms/step >20, 558/693, d1=0.565, d2=0.709 g=0.957 2/2 [==============================] - 0s 18ms/step >20, 559/693, d1=0.660, d2=0.618 g=0.935 2/2 [==============================] - 0s 18ms/step >20, 560/693, d1=0.661, d2=0.587 g=0.972 2/2 [==============================] - 0s 16ms/step >20, 561/693, d1=0.659, d2=0.622 g=0.935 2/2 [==============================] - 0s 16ms/step >20, 562/693, d1=0.629, d2=0.675 g=0.861 2/2 [==============================] - 0s 17ms/step >20, 563/693, d1=0.619, d2=0.677 g=0.863 2/2 [==============================] - 0s 16ms/step >20, 564/693, d1=0.619, d2=0.627 g=0.887 2/2 [==============================] - 0s 18ms/step >20, 565/693, d1=0.658, d2=0.680 g=0.869 2/2 [==============================] - 0s 17ms/step >20, 566/693, d1=0.626, d2=0.681 g=0.895 2/2 [==============================] - 0s 17ms/step >20, 567/693, d1=0.628, d2=0.630 g=0.920 2/2 [==============================] - 0s 17ms/step >20, 568/693, d1=0.687, d2=0.594 g=0.893 2/2 [==============================] - 0s 17ms/step >20, 569/693, d1=0.663, d2=0.598 g=0.947 2/2 [==============================] - 0s 17ms/step >20, 570/693, d1=0.635, d2=0.694 g=0.954 2/2 [==============================] - 0s 16ms/step >20, 571/693, d1=0.662, d2=0.625 g=0.874 2/2 [==============================] - 0s 17ms/step >20, 572/693, d1=0.656, d2=0.660 g=0.854 2/2 [==============================] - 0s 16ms/step >20, 573/693, d1=0.656, d2=0.654 g=0.896 2/2 [==============================] - 0s 16ms/step >20, 574/693, d1=0.636, d2=0.696 g=0.900 2/2 [==============================] - 0s 17ms/step >20, 575/693, d1=0.641, d2=0.640 g=0.900 2/2 [==============================] - 0s 16ms/step >20, 576/693, d1=0.658, d2=0.633 g=0.903 2/2 [==============================] - 0s 19ms/step >20, 577/693, d1=0.617, d2=0.635 g=0.897 2/2 [==============================] - 0s 17ms/step >20, 578/693, d1=0.625, d2=0.653 g=0.937 2/2 [==============================] - 0s 18ms/step >20, 579/693, d1=0.667, d2=0.576 g=0.912 2/2 [==============================] - 0s 17ms/step >20, 580/693, d1=0.694, d2=0.674 g=0.893 2/2 [==============================] - 0s 17ms/step >20, 581/693, d1=0.597, d2=0.634 g=0.950 2/2 [==============================] - 0s 17ms/step >20, 582/693, d1=0.726, d2=0.664 g=0.904 2/2 [==============================] - 0s 17ms/step >20, 583/693, d1=0.602, d2=0.728 g=0.889 2/2 [==============================] - 0s 17ms/step >20, 584/693, d1=0.647, d2=0.657 g=0.930 2/2 [==============================] - 0s 17ms/step >20, 585/693, d1=0.665, d2=0.631 g=1.038 2/2 [==============================] - 0s 19ms/step >20, 586/693, d1=0.670, d2=0.614 g=0.954 2/2 [==============================] - 0s 16ms/step >20, 587/693, d1=0.655, d2=0.581 g=0.913 2/2 [==============================] - 0s 16ms/step >20, 588/693, d1=0.678, d2=0.622 g=0.930 2/2 [==============================] - 0s 17ms/step >20, 589/693, d1=0.659, d2=0.594 g=0.834 2/2 [==============================] - 0s 17ms/step >20, 590/693, d1=0.606, d2=0.642 g=0.894 2/2 [==============================] - 0s 17ms/step >20, 591/693, d1=0.608, d2=0.632 g=0.876 2/2 [==============================] - 0s 18ms/step >20, 592/693, d1=0.592, d2=0.676 g=0.858 2/2 [==============================] - 0s 17ms/step >20, 593/693, d1=0.580, d2=0.662 g=0.896 2/2 [==============================] - 0s 18ms/step >20, 594/693, d1=0.563, d2=0.610 g=0.962 2/2 [==============================] - 0s 17ms/step >20, 595/693, d1=0.582, d2=0.630 g=0.931 2/2 [==============================] - 0s 17ms/step >20, 596/693, d1=0.580, d2=0.566 g=0.956 2/2 [==============================] - 0s 18ms/step >20, 597/693, d1=0.670, d2=0.655 g=0.920 2/2 [==============================] - 0s 20ms/step >20, 598/693, d1=0.659, d2=0.655 g=0.930 2/2 [==============================] - 0s 18ms/step >20, 599/693, d1=0.607, d2=0.579 g=1.072 2/2 [==============================] - 0s 17ms/step >20, 600/693, d1=0.654, d2=0.536 g=1.000 2/2 [==============================] - 0s 17ms/step >20, 601/693, d1=0.612, d2=0.649 g=0.989 2/2 [==============================] - 0s 19ms/step >20, 602/693, d1=0.589, d2=0.686 g=0.870 2/2 [==============================] - 0s 17ms/step >20, 603/693, d1=0.669, d2=0.598 g=0.997 2/2 [==============================] - 0s 19ms/step >20, 604/693, d1=0.629, d2=0.587 g=0.904 2/2 [==============================] - 0s 17ms/step >20, 605/693, d1=0.654, d2=0.614 g=0.877 2/2 [==============================] - 0s 18ms/step >20, 606/693, d1=0.668, d2=0.600 g=0.921 2/2 [==============================] - 0s 18ms/step >20, 607/693, d1=0.659, d2=0.653 g=0.846 2/2 [==============================] - 0s 18ms/step >20, 608/693, d1=0.610, d2=0.640 g=0.941 2/2 [==============================] - 0s 17ms/step >20, 609/693, d1=0.595, d2=0.646 g=0.960 2/2 [==============================] - 0s 16ms/step >20, 610/693, d1=0.583, d2=0.611 g=0.906 2/2 [==============================] - 0s 16ms/step >20, 611/693, d1=0.650, d2=0.638 g=0.990 2/2 [==============================] - 0s 16ms/step >20, 612/693, d1=0.555, d2=0.673 g=0.896 2/2 [==============================] - 0s 18ms/step >20, 613/693, d1=0.632, d2=0.627 g=0.933 2/2 [==============================] - 0s 16ms/step >20, 614/693, d1=0.676, d2=0.614 g=0.967 2/2 [==============================] - 0s 18ms/step >20, 615/693, d1=0.633, d2=0.626 g=0.912 2/2 [==============================] - 0s 16ms/step >20, 616/693, d1=0.563, d2=0.668 g=0.938 2/2 [==============================] - 0s 19ms/step >20, 617/693, d1=0.695, d2=0.615 g=0.948 2/2 [==============================] - 0s 18ms/step >20, 618/693, d1=0.670, d2=0.583 g=0.915 2/2 [==============================] - 0s 16ms/step >20, 619/693, d1=0.597, d2=0.651 g=0.899 2/2 [==============================] - 0s 18ms/step >20, 620/693, d1=0.649, d2=0.634 g=1.000 2/2 [==============================] - 0s 17ms/step >20, 621/693, d1=0.626, d2=0.663 g=1.009 2/2 [==============================] - 0s 17ms/step >20, 622/693, d1=0.642, d2=0.563 g=0.967 2/2 [==============================] - 0s 16ms/step >20, 623/693, d1=0.626, d2=0.672 g=0.971 2/2 [==============================] - 0s 19ms/step >20, 624/693, d1=0.668, d2=0.599 g=0.913 2/2 [==============================] - 0s 18ms/step >20, 625/693, d1=0.687, d2=0.606 g=0.873 2/2 [==============================] - 0s 19ms/step >20, 626/693, d1=0.611, d2=0.648 g=0.848 2/2 [==============================] - 0s 18ms/step >20, 627/693, d1=0.613, d2=0.622 g=0.823 2/2 [==============================] - 0s 17ms/step >20, 628/693, d1=0.639, d2=0.615 g=0.932 2/2 [==============================] - 0s 16ms/step >20, 629/693, d1=0.630, d2=0.669 g=0.900 2/2 [==============================] - 0s 17ms/step >20, 630/693, d1=0.685, d2=0.642 g=0.921 2/2 [==============================] - 0s 16ms/step >20, 631/693, d1=0.619, d2=0.645 g=0.898 2/2 [==============================] - 0s 17ms/step >20, 632/693, d1=0.629, d2=0.652 g=0.882 2/2 [==============================] - 0s 17ms/step >20, 633/693, d1=0.686, d2=0.674 g=0.927 2/2 [==============================] - 0s 18ms/step >20, 634/693, d1=0.685, d2=0.723 g=0.915 2/2 [==============================] - 0s 18ms/step >20, 635/693, d1=0.677, d2=0.672 g=0.875 2/2 [==============================] - 0s 16ms/step >20, 636/693, d1=0.571, d2=0.654 g=0.890 2/2 [==============================] - 0s 17ms/step >20, 637/693, d1=0.630, d2=0.588 g=0.860 2/2 [==============================] - 0s 18ms/step >20, 638/693, d1=0.692, d2=0.643 g=0.942 2/2 [==============================] - 0s 16ms/step >20, 639/693, d1=0.651, d2=0.658 g=0.903 2/2 [==============================] - 0s 18ms/step >20, 640/693, d1=0.685, d2=0.668 g=0.894 2/2 [==============================] - 0s 17ms/step >20, 641/693, d1=0.692, d2=0.595 g=0.859 2/2 [==============================] - 0s 19ms/step >20, 642/693, d1=0.589, d2=0.673 g=0.961 2/2 [==============================] - 0s 18ms/step >20, 643/693, d1=0.635, d2=0.593 g=0.873 2/2 [==============================] - 0s 17ms/step >20, 644/693, d1=0.654, d2=0.654 g=0.892 2/2 [==============================] - 0s 17ms/step >20, 645/693, d1=0.613, d2=0.656 g=0.919 2/2 [==============================] - 0s 16ms/step >20, 646/693, d1=0.667, d2=0.638 g=0.885 2/2 [==============================] - 0s 17ms/step >20, 647/693, d1=0.669, d2=0.656 g=0.879 2/2 [==============================] - 0s 17ms/step >20, 648/693, d1=0.597, d2=0.653 g=0.837 2/2 [==============================] - 0s 18ms/step >20, 649/693, d1=0.622, d2=0.680 g=0.969 2/2 [==============================] - 0s 17ms/step >20, 650/693, d1=0.649, d2=0.654 g=0.944 2/2 [==============================] - 0s 19ms/step >20, 651/693, d1=0.670, d2=0.650 g=0.925 2/2 [==============================] - 0s 18ms/step >20, 652/693, d1=0.670, d2=0.586 g=0.881 2/2 [==============================] - 0s 17ms/step >20, 653/693, d1=0.588, d2=0.595 g=0.879 2/2 [==============================] - 0s 18ms/step >20, 654/693, d1=0.616, d2=0.647 g=0.919 2/2 [==============================] - 0s 18ms/step >20, 655/693, d1=0.676, d2=0.607 g=0.954 2/2 [==============================] - 0s 18ms/step >20, 656/693, d1=0.588, d2=0.620 g=0.932 2/2 [==============================] - 0s 18ms/step >20, 657/693, d1=0.618, d2=0.613 g=0.940 2/2 [==============================] - 0s 17ms/step >20, 658/693, d1=0.696, d2=0.611 g=0.944 2/2 [==============================] - 0s 17ms/step >20, 659/693, d1=0.693, d2=0.604 g=0.904 2/2 [==============================] - 0s 17ms/step >20, 660/693, d1=0.630, d2=0.611 g=0.885 2/2 [==============================] - 0s 17ms/step >20, 661/693, d1=0.634, d2=0.593 g=0.891 2/2 [==============================] - 0s 16ms/step >20, 662/693, d1=0.620, d2=0.631 g=0.890 2/2 [==============================] - 0s 17ms/step >20, 663/693, d1=0.649, d2=0.699 g=0.922 2/2 [==============================] - 0s 17ms/step >20, 664/693, d1=0.606, d2=0.676 g=0.895 2/2 [==============================] - 0s 17ms/step >20, 665/693, d1=0.547, d2=0.668 g=0.922 2/2 [==============================] - 0s 17ms/step >20, 666/693, d1=0.635, d2=0.683 g=0.895 2/2 [==============================] - 0s 17ms/step >20, 667/693, d1=0.691, d2=0.619 g=0.958 2/2 [==============================] - 0s 17ms/step >20, 668/693, d1=0.698, d2=0.624 g=0.946 2/2 [==============================] - 0s 18ms/step >20, 669/693, d1=0.589, d2=0.587 g=1.016 2/2 [==============================] - 0s 17ms/step >20, 670/693, d1=0.722, d2=0.627 g=0.878 2/2 [==============================] - 0s 18ms/step >20, 671/693, d1=0.597, d2=0.657 g=0.919 2/2 [==============================] - 0s 17ms/step >20, 672/693, d1=0.565, d2=0.620 g=0.891 2/2 [==============================] - 0s 18ms/step >20, 673/693, d1=0.598, d2=0.632 g=0.885 2/2 [==============================] - 0s 17ms/step >20, 674/693, d1=0.611, d2=0.721 g=0.872 2/2 [==============================] - 0s 20ms/step >20, 675/693, d1=0.635, d2=0.631 g=0.924 2/2 [==============================] - 0s 17ms/step >20, 676/693, d1=0.663, d2=0.620 g=0.876 2/2 [==============================] - 0s 17ms/step >20, 677/693, d1=0.591, d2=0.656 g=0.895 2/2 [==============================] - 0s 16ms/step >20, 678/693, d1=0.588, d2=0.685 g=0.883 2/2 [==============================] - 0s 17ms/step >20, 679/693, d1=0.690, d2=0.590 g=0.899 2/2 [==============================] - 0s 16ms/step >20, 680/693, d1=0.671, d2=0.575 g=0.832 2/2 [==============================] - 0s 17ms/step >20, 681/693, d1=0.658, d2=0.623 g=0.834 2/2 [==============================] - 0s 17ms/step >20, 682/693, d1=0.571, d2=0.703 g=0.890 2/2 [==============================] - 0s 18ms/step >20, 683/693, d1=0.606, d2=0.678 g=0.971 2/2 [==============================] - 0s 17ms/step >20, 684/693, d1=0.662, d2=0.584 g=0.929 2/2 [==============================] - 0s 17ms/step >20, 685/693, d1=0.715, d2=0.676 g=0.927 2/2 [==============================] - 0s 17ms/step >20, 686/693, d1=0.633, d2=0.574 g=0.931 2/2 [==============================] - 0s 18ms/step >20, 687/693, d1=0.731, d2=0.586 g=0.919 2/2 [==============================] - 0s 16ms/step >20, 688/693, d1=0.654, d2=0.646 g=0.882 2/2 [==============================] - 0s 16ms/step >20, 689/693, d1=0.566, d2=0.673 g=0.911 2/2 [==============================] - 0s 17ms/step >20, 690/693, d1=0.600, d2=0.714 g=0.845 2/2 [==============================] - 0s 17ms/step >20, 691/693, d1=0.668, d2=0.661 g=0.919 2/2 [==============================] - 0s 17ms/step >20, 692/693, d1=0.647, d2=0.643 g=0.957 2/2 [==============================] - 0s 17ms/step >20, 693/693, d1=0.715, d2=0.547 g=0.929 5/5 [==============================] - 0s 17ms/step >Accuracy real: 63%, fake: 77% >SSIM score: 0.1064 WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model. 5/5 [==============================] - 0s 17ms/step 2/2 [==============================] - 0s 17ms/step >21, 1/693, d1=0.669, d2=0.603 g=0.934 2/2 [==============================] - 0s 17ms/step >21, 2/693, d1=0.653, d2=0.609 g=0.872 2/2 [==============================] - 0s 17ms/step >21, 3/693, d1=0.627, d2=0.671 g=0.904 2/2 [==============================] - 0s 17ms/step >21, 4/693, d1=0.627, d2=0.624 g=0.969 2/2 [==============================] - 0s 16ms/step >21, 5/693, d1=0.658, d2=0.679 g=0.922 2/2 [==============================] - 0s 17ms/step >21, 6/693, d1=0.709, d2=0.643 g=0.968 2/2 [==============================] - 0s 17ms/step >21, 7/693, d1=0.661, d2=0.630 g=0.911 2/2 [==============================] - 0s 18ms/step >21, 8/693, d1=0.645, d2=0.628 g=0.919 2/2 [==============================] - 0s 17ms/step >21, 9/693, d1=0.620, d2=0.659 g=0.918 2/2 [==============================] - 0s 16ms/step >21, 10/693, d1=0.605, d2=0.675 g=0.960 2/2 [==============================] - 0s 17ms/step >21, 11/693, d1=0.670, d2=0.632 g=0.958 2/2 [==============================] - 0s 16ms/step >21, 12/693, d1=0.607, d2=0.604 g=0.985 2/2 [==============================] - 0s 17ms/step >21, 13/693, d1=0.661, d2=0.603 g=0.934 2/2 [==============================] - 0s 19ms/step >21, 14/693, d1=0.639, d2=0.650 g=0.865 2/2 [==============================] - 0s 17ms/step >21, 15/693, d1=0.626, d2=0.624 g=0.923 2/2 [==============================] - 0s 17ms/step >21, 16/693, d1=0.651, d2=0.595 g=0.903 2/2 [==============================] - 0s 18ms/step >21, 17/693, d1=0.645, d2=0.610 g=0.918 2/2 [==============================] - 0s 19ms/step >21, 18/693, d1=0.646, d2=0.664 g=0.905 2/2 [==============================] - 0s 17ms/step >21, 19/693, d1=0.621, d2=0.637 g=0.910 2/2 [==============================] - 0s 17ms/step >21, 20/693, d1=0.632, d2=0.671 g=0.914 2/2 [==============================] - 0s 17ms/step >21, 21/693, d1=0.697, d2=0.629 g=0.912 2/2 [==============================] - 0s 16ms/step >21, 22/693, d1=0.635, d2=0.587 g=0.819 2/2 [==============================] - 0s 17ms/step >21, 23/693, d1=0.664, d2=0.645 g=0.829 2/2 [==============================] - 0s 17ms/step >21, 24/693, d1=0.638, d2=0.677 g=0.833 2/2 [==============================] - 0s 17ms/step >21, 25/693, d1=0.612, d2=0.651 g=0.861 2/2 [==============================] - 0s 17ms/step >21, 26/693, d1=0.592, d2=0.701 g=0.858 2/2 [==============================] - 0s 16ms/step >21, 27/693, d1=0.679, d2=0.614 g=0.942 2/2 [==============================] - 0s 17ms/step >21, 28/693, d1=0.600, d2=0.658 g=0.896 2/2 [==============================] - 0s 16ms/step >21, 29/693, d1=0.708, d2=0.630 g=0.949 2/2 [==============================] - 0s 16ms/step >21, 30/693, d1=0.594, d2=0.603 g=0.900 2/2 [==============================] - 0s 17ms/step >21, 31/693, d1=0.639, d2=0.680 g=0.937 2/2 [==============================] - 0s 18ms/step >21, 32/693, d1=0.644, d2=0.615 g=0.932 2/2 [==============================] - 0s 17ms/step >21, 33/693, d1=0.636, d2=0.688 g=0.970 2/2 [==============================] - 0s 19ms/step >21, 34/693, d1=0.615, d2=0.601 g=0.872 2/2 [==============================] - 0s 19ms/step >21, 35/693, d1=0.601, d2=0.617 g=0.904 2/2 [==============================] - 0s 17ms/step >21, 36/693, d1=0.651, d2=0.606 g=0.892 2/2 [==============================] - 0s 16ms/step >21, 37/693, d1=0.683, d2=0.615 g=0.928 2/2 [==============================] - 0s 16ms/step >21, 38/693, d1=0.610, d2=0.612 g=0.912 2/2 [==============================] - 0s 17ms/step >21, 39/693, d1=0.654, d2=0.580 g=0.928 2/2 [==============================] - 0s 16ms/step >21, 40/693, d1=0.638, d2=0.598 g=0.933 2/2 [==============================] - 0s 16ms/step >21, 41/693, d1=0.584, d2=0.664 g=0.935 2/2 [==============================] - 0s 17ms/step >21, 42/693, d1=0.637, d2=0.665 g=0.956 2/2 [==============================] - 0s 17ms/step >21, 43/693, d1=0.695, d2=0.632 g=0.877 2/2 [==============================] - 0s 16ms/step >21, 44/693, d1=0.634, d2=0.745 g=0.938 2/2 [==============================] - 0s 16ms/step >21, 45/693, d1=0.638, d2=0.644 g=0.956 2/2 [==============================] - 0s 18ms/step >21, 46/693, d1=0.663, d2=0.598 g=0.912 2/2 [==============================] - 0s 17ms/step >21, 47/693, d1=0.624, d2=0.690 g=0.902 2/2 [==============================] - 0s 17ms/step >21, 48/693, d1=0.582, d2=0.627 g=0.903 2/2 [==============================] - 0s 16ms/step >21, 49/693, d1=0.634, d2=0.646 g=0.909 2/2 [==============================] - 0s 16ms/step >21, 50/693, d1=0.613, d2=0.671 g=0.925 2/2 [==============================] - 0s 19ms/step >21, 51/693, d1=0.616, d2=0.641 g=0.946 2/2 [==============================] - 0s 17ms/step >21, 52/693, d1=0.634, d2=0.613 g=0.906 2/2 [==============================] - 0s 17ms/step >21, 53/693, d1=0.648, d2=0.654 g=0.872 2/2 [==============================] - 0s 17ms/step >21, 54/693, d1=0.708, d2=0.619 g=0.858 2/2 [==============================] - 0s 16ms/step >21, 55/693, d1=0.649, d2=0.666 g=0.870 2/2 [==============================] - 0s 16ms/step >21, 56/693, d1=0.587, d2=0.660 g=0.933 2/2 [==============================] - 0s 16ms/step >21, 57/693, d1=0.566, d2=0.608 g=0.919 2/2 [==============================] - 0s 16ms/step >21, 58/693, d1=0.602, d2=0.616 g=0.906 2/2 [==============================] - 0s 17ms/step >21, 59/693, d1=0.613, d2=0.659 g=0.892 2/2 [==============================] - 0s 17ms/step >21, 60/693, d1=0.638, d2=0.584 g=1.010 2/2 [==============================] - 0s 16ms/step >21, 61/693, d1=0.608, d2=0.620 g=0.945 2/2 [==============================] - 0s 16ms/step >21, 62/693, d1=0.649, d2=0.632 g=0.899 2/2 [==============================] - 0s 16ms/step >21, 63/693, d1=0.649, d2=0.631 g=0.955 2/2 [==============================] - 0s 16ms/step >21, 64/693, d1=0.675, d2=0.653 g=0.975 2/2 [==============================] - 0s 17ms/step >21, 65/693, d1=0.738, d2=0.581 g=0.929 2/2 [==============================] - 0s 17ms/step >21, 66/693, d1=0.662, d2=0.685 g=0.882 2/2 [==============================] - 0s 17ms/step >21, 67/693, d1=0.606, d2=0.614 g=0.900 2/2 [==============================] - 0s 17ms/step >21, 68/693, d1=0.664, d2=0.632 g=0.888 2/2 [==============================] - 0s 16ms/step >21, 69/693, d1=0.640, d2=0.651 g=0.933 2/2 [==============================] - 0s 17ms/step >21, 70/693, d1=0.644, d2=0.630 g=1.022 2/2 [==============================] - 0s 18ms/step >21, 71/693, d1=0.685, d2=0.572 g=0.905 2/2 [==============================] - 0s 17ms/step >21, 72/693, d1=0.679, d2=0.708 g=0.826 2/2 [==============================] - 0s 17ms/step >21, 73/693, d1=0.652, d2=0.673 g=0.937 2/2 [==============================] - 0s 17ms/step >21, 74/693, d1=0.622, d2=0.658 g=0.878 2/2 [==============================] - 0s 17ms/step >21, 75/693, d1=0.642, d2=0.592 g=0.929 2/2 [==============================] - 0s 17ms/step >21, 76/693, d1=0.616, d2=0.651 g=0.847 2/2 [==============================] - 0s 17ms/step >21, 77/693, d1=0.640, d2=0.611 g=0.903 2/2 [==============================] - 0s 16ms/step >21, 78/693, d1=0.616, d2=0.633 g=0.874 2/2 [==============================] - 0s 17ms/step >21, 79/693, d1=0.645, d2=0.630 g=0.949 2/2 [==============================] - 0s 17ms/step >21, 80/693, d1=0.653, d2=0.614 g=0.979 2/2 [==============================] - 0s 17ms/step >21, 81/693, d1=0.636, d2=0.644 g=0.897 2/2 [==============================] - 0s 17ms/step >21, 82/693, d1=0.652, d2=0.584 g=0.910 2/2 [==============================] - 0s 19ms/step >21, 83/693, d1=0.629, d2=0.635 g=0.893 2/2 [==============================] - 0s 18ms/step >21, 84/693, d1=0.690, d2=0.703 g=0.894 2/2 [==============================] - 0s 17ms/step >21, 85/693, d1=0.600, d2=0.625 g=0.921 2/2 [==============================] - 0s 17ms/step >21, 86/693, d1=0.713, d2=0.685 g=0.926 2/2 [==============================] - 0s 18ms/step >21, 87/693, d1=0.658, d2=0.605 g=0.909 2/2 [==============================] - 0s 17ms/step >21, 88/693, d1=0.602, d2=0.627 g=0.915 2/2 [==============================] - 0s 17ms/step >21, 89/693, d1=0.652, d2=0.616 g=0.886 2/2 [==============================] - 0s 17ms/step >21, 90/693, d1=0.615, d2=0.643 g=0.916 2/2 [==============================] - 0s 19ms/step >21, 91/693, d1=0.617, d2=0.661 g=0.870 2/2 [==============================] - 0s 18ms/step >21, 92/693, d1=0.693, d2=0.620 g=0.899 2/2 [==============================] - 0s 18ms/step >21, 93/693, d1=0.600, d2=0.658 g=0.878 2/2 [==============================] - 0s 17ms/step >21, 94/693, d1=0.591, d2=0.657 g=0.845 2/2 [==============================] - 0s 17ms/step >21, 95/693, d1=0.616, d2=0.575 g=0.884 2/2 [==============================] - 0s 16ms/step >21, 96/693, d1=0.613, d2=0.642 g=0.919 2/2 [==============================] - 0s 16ms/step >21, 97/693, d1=0.621, d2=0.619 g=0.855 2/2 [==============================] - 0s 16ms/step >21, 98/693, d1=0.689, d2=0.653 g=0.871 2/2 [==============================] - 0s 19ms/step >21, 99/693, d1=0.630, d2=0.677 g=0.852 2/2 [==============================] - 0s 18ms/step >21, 100/693, d1=0.648, d2=0.738 g=0.923 2/2 [==============================] - 0s 17ms/step >21, 101/693, d1=0.673, d2=0.580 g=0.936 2/2 [==============================] - 0s 18ms/step >21, 102/693, d1=0.660, d2=0.611 g=0.935 2/2 [==============================] - 0s 16ms/step >21, 103/693, d1=0.708, d2=0.652 g=0.913 2/2 [==============================] - 0s 17ms/step >21, 104/693, d1=0.572, d2=0.655 g=0.932 2/2 [==============================] - 0s 17ms/step >21, 105/693, d1=0.664, d2=0.636 g=0.875 2/2 [==============================] - 0s 17ms/step >21, 106/693, d1=0.571, d2=0.673 g=0.930 2/2 [==============================] - 0s 17ms/step >21, 107/693, d1=0.709, d2=0.546 g=0.911 2/2 [==============================] - 0s 18ms/step >21, 108/693, d1=0.642, d2=0.644 g=0.882 2/2 [==============================] - 0s 17ms/step >21, 109/693, d1=0.639, d2=0.658 g=0.926 2/2 [==============================] - 0s 17ms/step >21, 110/693, d1=0.647, d2=0.601 g=0.898 2/2 [==============================] - 0s 17ms/step >21, 111/693, d1=0.670, d2=0.637 g=0.899 2/2 [==============================] - 0s 16ms/step >21, 112/693, d1=0.588, d2=0.599 g=0.879 2/2 [==============================] - 0s 17ms/step >21, 113/693, d1=0.638, d2=0.710 g=0.872 2/2 [==============================] - 0s 16ms/step >21, 114/693, d1=0.598, d2=0.629 g=0.972 2/2 [==============================] - 0s 17ms/step >21, 115/693, d1=0.681, d2=0.595 g=1.001 2/2 [==============================] - 0s 19ms/step >21, 116/693, d1=0.638, d2=0.647 g=1.061 2/2 [==============================] - 0s 17ms/step >21, 117/693, d1=0.681, d2=0.532 g=1.027 2/2 [==============================] - 0s 19ms/step >21, 118/693, d1=0.619, d2=0.598 g=0.962 2/2 [==============================] - 0s 18ms/step >21, 119/693, d1=0.600, d2=0.621 g=0.918 2/2 [==============================] - 0s 18ms/step >21, 120/693, d1=0.651, d2=0.615 g=0.885 2/2 [==============================] - 0s 17ms/step >21, 121/693, d1=0.665, d2=0.615 g=0.918 2/2 [==============================] - 0s 17ms/step >21, 122/693, d1=0.639, d2=0.627 g=0.908 2/2 [==============================] - 0s 17ms/step >21, 123/693, d1=0.638, d2=0.625 g=0.985 2/2 [==============================] - 0s 19ms/step >21, 124/693, d1=0.634, d2=0.668 g=0.920 2/2 [==============================] - 0s 18ms/step >21, 125/693, d1=0.632, d2=0.618 g=0.851 2/2 [==============================] - 0s 18ms/step >21, 126/693, d1=0.626, d2=0.693 g=0.888 2/2 [==============================] - 0s 17ms/step >21, 127/693, d1=0.631, d2=0.630 g=0.942 2/2 [==============================] - 0s 17ms/step >21, 128/693, d1=0.606, d2=0.595 g=1.027 2/2 [==============================] - 0s 18ms/step >21, 129/693, d1=0.609, d2=0.539 g=1.010 2/2 [==============================] - 0s 16ms/step >21, 130/693, d1=0.637, d2=0.607 g=0.915 2/2 [==============================] - 0s 17ms/step >21, 131/693, d1=0.713, d2=0.673 g=0.861 2/2 [==============================] - 0s 17ms/step >21, 132/693, d1=0.607, d2=0.666 g=0.900 2/2 [==============================] - 0s 16ms/step >21, 133/693, d1=0.675, d2=0.610 g=0.907 2/2 [==============================] - 0s 16ms/step >21, 134/693, d1=0.576, d2=0.715 g=0.910 2/2 [==============================] - 0s 17ms/step >21, 135/693, d1=0.711, d2=0.614 g=0.870 2/2 [==============================] - 0s 17ms/step >21, 136/693, d1=0.683, d2=0.710 g=0.861 2/2 [==============================] - 0s 18ms/step >21, 137/693, d1=0.660, d2=0.688 g=0.873 2/2 [==============================] - 0s 16ms/step >21, 138/693, d1=0.615, d2=0.670 g=0.908 2/2 [==============================] - 0s 17ms/step >21, 139/693, d1=0.676, d2=0.576 g=0.933 2/2 [==============================] - 0s 17ms/step >21, 140/693, d1=0.700, d2=0.598 g=0.848 2/2 [==============================] - 0s 16ms/step >21, 141/693, d1=0.678, d2=0.628 g=0.843 2/2 [==============================] - 0s 18ms/step >21, 142/693, d1=0.647, d2=0.695 g=0.865 2/2 [==============================] - 0s 17ms/step >21, 143/693, d1=0.584, d2=0.682 g=0.871 2/2 [==============================] - 0s 16ms/step >21, 144/693, d1=0.598, d2=0.651 g=0.908 2/2 [==============================] - 0s 17ms/step >21, 145/693, d1=0.660, d2=0.723 g=0.895 2/2 [==============================] - 0s 16ms/step >21, 146/693, d1=0.612, d2=0.588 g=0.839 2/2 [==============================] - 0s 17ms/step >21, 147/693, d1=0.653, d2=0.610 g=0.916 2/2 [==============================] - 0s 19ms/step >21, 148/693, d1=0.624, d2=0.723 g=0.857 2/2 [==============================] - 0s 17ms/step >21, 149/693, d1=0.664, d2=0.673 g=0.905 2/2 [==============================] - 0s 17ms/step >21, 150/693, d1=0.640, d2=0.629 g=0.871 2/2 [==============================] - 0s 16ms/step >21, 151/693, d1=0.684, d2=0.617 g=0.876 2/2 [==============================] - 0s 16ms/step >21, 152/693, d1=0.571, d2=0.608 g=0.849 2/2 [==============================] - 0s 18ms/step >21, 153/693, d1=0.689, d2=0.631 g=0.864 2/2 [==============================] - 0s 17ms/step >21, 154/693, d1=0.653, d2=0.660 g=0.949 2/2 [==============================] - 0s 17ms/step >21, 155/693, d1=0.636, d2=0.672 g=0.940 2/2 [==============================] - 0s 18ms/step >21, 156/693, d1=0.593, d2=0.571 g=0.953 2/2 [==============================] - 0s 16ms/step >21, 157/693, d1=0.653, d2=0.607 g=0.885 2/2 [==============================] - 0s 16ms/step >21, 158/693, d1=0.678, d2=0.668 g=0.842 2/2 [==============================] - 0s 17ms/step >21, 159/693, d1=0.592, d2=0.671 g=0.860 2/2 [==============================] - 0s 18ms/step >21, 160/693, d1=0.598, d2=0.631 g=0.879 2/2 [==============================] - 0s 16ms/step >21, 161/693, d1=0.685, d2=0.628 g=0.924 2/2 [==============================] - 0s 17ms/step >21, 162/693, d1=0.680, d2=0.653 g=0.967 2/2 [==============================] - 0s 18ms/step >21, 163/693, d1=0.663, d2=0.647 g=0.865 2/2 [==============================] - 0s 17ms/step >21, 164/693, d1=0.621, d2=0.640 g=0.891 2/2 [==============================] - 0s 19ms/step >21, 165/693, d1=0.571, d2=0.707 g=0.854 2/2 [==============================] - 0s 17ms/step >21, 166/693, d1=0.583, d2=0.636 g=0.944 2/2 [==============================] - 0s 17ms/step >21, 167/693, d1=0.672, d2=0.581 g=0.958 2/2 [==============================] - 0s 18ms/step >21, 168/693, d1=0.638, d2=0.592 g=0.927 2/2 [==============================] - 0s 16ms/step >21, 169/693, d1=0.660, d2=0.584 g=0.916 2/2 [==============================] - 0s 19ms/step >21, 170/693, d1=0.571, d2=0.665 g=0.909 2/2 [==============================] - 0s 18ms/step >21, 171/693, d1=0.610, d2=0.649 g=0.905 2/2 [==============================] - 0s 19ms/step >21, 172/693, d1=0.597, d2=0.598 g=0.972 2/2 [==============================] - 0s 18ms/step >21, 173/693, d1=0.686, d2=0.591 g=1.007 2/2 [==============================] - 0s 18ms/step >21, 174/693, d1=0.654, d2=0.594 g=0.985 2/2 [==============================] - 0s 17ms/step >21, 175/693, d1=0.839, d2=0.687 g=0.899 2/2 [==============================] - 0s 18ms/step >21, 176/693, d1=0.591, d2=0.630 g=0.874 2/2 [==============================] - 0s 17ms/step >21, 177/693, d1=0.626, d2=0.626 g=0.984 2/2 [==============================] - 0s 16ms/step >21, 178/693, d1=0.641, d2=0.631 g=0.922 2/2 [==============================] - 0s 17ms/step >21, 179/693, d1=0.651, d2=0.655 g=0.905 2/2 [==============================] - 0s 17ms/step >21, 180/693, d1=0.621, d2=0.641 g=0.923 2/2 [==============================] - 0s 19ms/step >21, 181/693, d1=0.615, d2=0.637 g=0.920 2/2 [==============================] - 0s 18ms/step >21, 182/693, d1=0.624, d2=0.540 g=0.958 2/2 [==============================] - 0s 17ms/step >21, 183/693, d1=0.603, d2=0.563 g=1.036 2/2 [==============================] - 0s 16ms/step >21, 184/693, d1=0.639, d2=0.600 g=0.952 2/2 [==============================] - 0s 17ms/step >21, 185/693, d1=0.641, d2=0.616 g=0.912 2/2 [==============================] - 0s 18ms/step >21, 186/693, d1=0.579, d2=0.682 g=0.971 2/2 [==============================] - 0s 16ms/step >21, 187/693, d1=0.625, d2=0.666 g=0.887 2/2 [==============================] - 0s 18ms/step >21, 188/693, d1=0.606, d2=0.674 g=0.892 2/2 [==============================] - 0s 16ms/step >21, 189/693, d1=0.609, d2=0.624 g=0.914 2/2 [==============================] - 0s 17ms/step >21, 190/693, d1=0.627, d2=0.654 g=0.841 2/2 [==============================] - 0s 17ms/step >21, 191/693, d1=0.649, d2=0.661 g=0.905 2/2 [==============================] - 0s 16ms/step >21, 192/693, d1=0.663, d2=0.689 g=0.914 2/2 [==============================] - 0s 18ms/step >21, 193/693, d1=0.621, d2=0.614 g=0.905 2/2 [==============================] - 0s 17ms/step >21, 194/693, d1=0.616, d2=0.688 g=0.890 2/2 [==============================] - 0s 16ms/step >21, 195/693, d1=0.676, d2=0.589 g=0.932 2/2 [==============================] - 0s 17ms/step >21, 196/693, d1=0.637, d2=0.687 g=0.903 2/2 [==============================] - 0s 18ms/step >21, 197/693, d1=0.639, d2=0.638 g=0.849 2/2 [==============================] - 0s 17ms/step >21, 198/693, d1=0.662, d2=0.577 g=0.896 2/2 [==============================] - 0s 17ms/step >21, 199/693, d1=0.614, d2=0.674 g=0.893 2/2 [==============================] - 0s 17ms/step >21, 200/693, d1=0.636, d2=0.646 g=0.935 2/2 [==============================] - 0s 17ms/step >21, 201/693, d1=0.604, d2=0.646 g=0.840 2/2 [==============================] - 0s 17ms/step >21, 202/693, d1=0.661, d2=0.576 g=0.944 2/2 [==============================] - 0s 17ms/step >21, 203/693, d1=0.594, d2=0.584 g=0.959 2/2 [==============================] - 0s 17ms/step >21, 204/693, d1=0.633, d2=0.575 g=1.036 2/2 [==============================] - 0s 19ms/step >21, 205/693, d1=0.661, d2=0.598 g=0.945 2/2 [==============================] - 0s 17ms/step >21, 206/693, d1=0.703, d2=0.629 g=0.885 2/2 [==============================] - 0s 16ms/step >21, 207/693, d1=0.589, d2=0.682 g=0.885 2/2 [==============================] - 0s 17ms/step >21, 208/693, d1=0.620, d2=0.681 g=0.870 2/2 [==============================] - 0s 17ms/step >21, 209/693, d1=0.627, d2=0.704 g=0.868 2/2 [==============================] - 0s 17ms/step >21, 210/693, d1=0.662, d2=0.682 g=0.865 2/2 [==============================] - 0s 16ms/step >21, 211/693, d1=0.585, d2=0.651 g=0.911 2/2 [==============================] - 0s 16ms/step >21, 212/693, d1=0.576, d2=0.692 g=0.934 2/2 [==============================] - 0s 16ms/step >21, 213/693, d1=0.695, d2=0.605 g=0.962 2/2 [==============================] - 0s 18ms/step >21, 214/693, d1=0.637, d2=0.686 g=0.947 2/2 [==============================] - 0s 18ms/step >21, 215/693, d1=0.628, d2=0.612 g=0.975 2/2 [==============================] - 0s 17ms/step >21, 216/693, d1=0.675, d2=0.644 g=0.888 2/2 [==============================] - 0s 16ms/step >21, 217/693, d1=0.632, d2=0.627 g=0.947 2/2 [==============================] - 0s 17ms/step >21, 218/693, d1=0.644, d2=0.655 g=0.861 2/2 [==============================] - 0s 19ms/step >21, 219/693, d1=0.679, d2=0.594 g=0.895 2/2 [==============================] - 0s 18ms/step >21, 220/693, d1=0.643, d2=0.652 g=0.962 2/2 [==============================] - 0s 17ms/step >21, 221/693, d1=0.646, d2=0.614 g=0.985 2/2 [==============================] - 0s 17ms/step >21, 222/693, d1=0.661, d2=0.649 g=0.929 2/2 [==============================] - 0s 18ms/step >21, 223/693, d1=0.640, d2=0.600 g=0.922 2/2 [==============================] - 0s 17ms/step >21, 224/693, d1=0.587, d2=0.603 g=0.888 2/2 [==============================] - 0s 16ms/step >21, 225/693, d1=0.632, d2=0.629 g=0.929 2/2 [==============================] - 0s 16ms/step >21, 226/693, d1=0.611, d2=0.635 g=0.925 2/2 [==============================] - 0s 17ms/step >21, 227/693, d1=0.659, d2=0.666 g=0.981 2/2 [==============================] - 0s 17ms/step >21, 228/693, d1=0.644, d2=0.626 g=0.935 2/2 [==============================] - 0s 17ms/step >21, 229/693, d1=0.664, d2=0.620 g=0.877 2/2 [==============================] - 0s 18ms/step >21, 230/693, d1=0.657, d2=0.645 g=0.848 2/2 [==============================] - 0s 17ms/step >21, 231/693, d1=0.664, d2=0.652 g=0.878 2/2 [==============================] - 0s 17ms/step >21, 232/693, d1=0.613, d2=0.633 g=0.934 2/2 [==============================] - 0s 18ms/step >21, 233/693, d1=0.606, d2=0.644 g=0.920 2/2 [==============================] - 0s 17ms/step >21, 234/693, d1=0.623, d2=0.675 g=0.838 2/2 [==============================] - 0s 18ms/step >21, 235/693, d1=0.667, d2=0.600 g=0.925 2/2 [==============================] - 0s 17ms/step >21, 236/693, d1=0.632, d2=0.654 g=0.823 2/2 [==============================] - 0s 17ms/step >21, 237/693, d1=0.617, d2=0.634 g=0.894 2/2 [==============================] - 0s 17ms/step >21, 238/693, d1=0.656, d2=0.637 g=0.876 2/2 [==============================] - 0s 18ms/step >21, 239/693, d1=0.699, d2=0.656 g=0.862 2/2 [==============================] - 0s 16ms/step >21, 240/693, d1=0.573, d2=0.647 g=0.918 2/2 [==============================] - 0s 19ms/step >21, 241/693, d1=0.696, d2=0.601 g=0.912 2/2 [==============================] - 0s 16ms/step >21, 242/693, d1=0.630, d2=0.700 g=0.907 2/2 [==============================] - 0s 16ms/step >21, 243/693, d1=0.643, d2=0.640 g=0.888 2/2 [==============================] - 0s 17ms/step >21, 244/693, d1=0.632, d2=0.673 g=0.917 2/2 [==============================] - 0s 16ms/step >21, 245/693, d1=0.632, d2=0.587 g=0.982 2/2 [==============================] - 0s 18ms/step >21, 246/693, d1=0.605, d2=0.593 g=0.914 2/2 [==============================] - 0s 17ms/step >21, 247/693, d1=0.636, d2=0.609 g=0.923 2/2 [==============================] - 0s 16ms/step >21, 248/693, d1=0.611, d2=0.664 g=0.953 2/2 [==============================] - 0s 16ms/step >21, 249/693, d1=0.637, d2=0.583 g=0.875 2/2 [==============================] - 0s 17ms/step >21, 250/693, d1=0.636, d2=0.668 g=0.962 2/2 [==============================] - 0s 18ms/step >21, 251/693, d1=0.630, d2=0.613 g=0.964 2/2 [==============================] - 0s 18ms/step >21, 252/693, d1=0.668, d2=0.590 g=0.922 2/2 [==============================] - 0s 19ms/step >21, 253/693, d1=0.667, d2=0.599 g=0.925 2/2 [==============================] - 0s 18ms/step >21, 254/693, d1=0.601, d2=0.653 g=0.933 2/2 [==============================] - 0s 17ms/step >21, 255/693, d1=0.588, d2=0.658 g=0.928 2/2 [==============================] - 0s 17ms/step >21, 256/693, d1=0.721, d2=0.563 g=0.908 2/2 [==============================] - 0s 17ms/step >21, 257/693, d1=0.620, d2=0.638 g=0.876 2/2 [==============================] - 0s 17ms/step >21, 258/693, d1=0.645, d2=0.578 g=0.906 2/2 [==============================] - 0s 17ms/step >21, 259/693, d1=0.666, d2=0.653 g=0.860 2/2 [==============================] - 0s 17ms/step >21, 260/693, d1=0.545, d2=0.656 g=0.887 2/2 [==============================] - 0s 17ms/step >21, 261/693, d1=0.557, d2=0.665 g=0.935 2/2 [==============================] - 0s 18ms/step >21, 262/693, d1=0.614, d2=0.678 g=0.966 2/2 [==============================] - 0s 17ms/step >21, 263/693, d1=0.697, d2=0.626 g=0.954 2/2 [==============================] - 0s 17ms/step >21, 264/693, d1=0.604, d2=0.604 g=0.933 2/2 [==============================] - 0s 18ms/step >21, 265/693, d1=0.692, d2=0.593 g=0.917 2/2 [==============================] - 0s 17ms/step >21, 266/693, d1=0.660, d2=0.701 g=0.904 2/2 [==============================] - 0s 18ms/step >21, 267/693, d1=0.589, d2=0.622 g=0.918 2/2 [==============================] - 0s 16ms/step >21, 268/693, d1=0.671, d2=0.627 g=0.899 2/2 [==============================] - 0s 17ms/step >21, 269/693, d1=0.576, d2=0.653 g=0.927 2/2 [==============================] - 0s 17ms/step >21, 270/693, d1=0.627, d2=0.669 g=0.942 2/2 [==============================] - 0s 17ms/step >21, 271/693, d1=0.621, d2=0.607 g=0.841 2/2 [==============================] - 0s 17ms/step >21, 272/693, d1=0.643, d2=0.633 g=0.898 2/2 [==============================] - 0s 17ms/step >21, 273/693, d1=0.605, d2=0.601 g=0.897 2/2 [==============================] - 0s 17ms/step >21, 274/693, d1=0.677, d2=0.622 g=0.857 2/2 [==============================] - 0s 17ms/step >21, 275/693, d1=0.619, d2=0.656 g=0.856 2/2 [==============================] - 0s 17ms/step >21, 276/693, d1=0.581, d2=0.684 g=0.956 2/2 [==============================] - 0s 16ms/step >21, 277/693, d1=0.664, d2=0.620 g=0.880 2/2 [==============================] - 0s 17ms/step >21, 278/693, d1=0.678, d2=0.597 g=0.842 2/2 [==============================] - 0s 17ms/step >21, 279/693, d1=0.654, d2=0.636 g=0.932 2/2 [==============================] - 0s 18ms/step >21, 280/693, d1=0.655, d2=0.654 g=0.954 2/2 [==============================] - 0s 18ms/step >21, 281/693, d1=0.590, d2=0.650 g=0.932 2/2 [==============================] - 0s 17ms/step >21, 282/693, d1=0.594, d2=0.673 g=0.928 2/2 [==============================] - 0s 17ms/step >21, 283/693, d1=0.614, d2=0.604 g=0.917 2/2 [==============================] - 0s 17ms/step >21, 284/693, d1=0.642, d2=0.597 g=0.916 2/2 [==============================] - 0s 18ms/step >21, 285/693, d1=0.615, d2=0.631 g=0.874 2/2 [==============================] - 0s 18ms/step >21, 286/693, d1=0.621, d2=0.584 g=0.879 2/2 [==============================] - 0s 17ms/step >21, 287/693, d1=0.646, d2=0.729 g=0.928 2/2 [==============================] - 0s 16ms/step >21, 288/693, d1=0.708, d2=0.643 g=0.963 2/2 [==============================] - 0s 16ms/step >21, 289/693, d1=0.665, d2=0.610 g=0.952 2/2 [==============================] - 0s 18ms/step >21, 290/693, d1=0.633, d2=0.614 g=1.001 2/2 [==============================] - 0s 17ms/step >21, 291/693, d1=0.672, d2=0.595 g=0.989 2/2 [==============================] - 0s 16ms/step >21, 292/693, d1=0.659, d2=0.681 g=0.908 2/2 [==============================] - 0s 16ms/step >21, 293/693, d1=0.679, d2=0.660 g=0.934 2/2 [==============================] - 0s 18ms/step >21, 294/693, d1=0.603, d2=0.664 g=0.910 2/2 [==============================] - 0s 18ms/step >21, 295/693, d1=0.645, d2=0.571 g=0.959 2/2 [==============================] - 0s 18ms/step >21, 296/693, d1=0.703, d2=0.648 g=0.900 2/2 [==============================] - 0s 19ms/step >21, 297/693, d1=0.653, d2=0.647 g=0.905 2/2 [==============================] - 0s 17ms/step >21, 298/693, d1=0.594, d2=0.598 g=0.889 2/2 [==============================] - 0s 17ms/step >21, 299/693, d1=0.637, d2=0.648 g=0.946 2/2 [==============================] - 0s 17ms/step >21, 300/693, d1=0.583, d2=0.597 g=0.923 2/2 [==============================] - 0s 17ms/step >21, 301/693, d1=0.633, d2=0.587 g=0.950 2/2 [==============================] - 0s 18ms/step >21, 302/693, d1=0.664, d2=0.675 g=0.905 2/2 [==============================] - 0s 16ms/step >21, 303/693, d1=0.712, d2=0.598 g=0.944 2/2 [==============================] - 0s 17ms/step >21, 304/693, d1=0.686, d2=0.630 g=0.861 2/2 [==============================] - 0s 15ms/step >21, 305/693, d1=0.628, d2=0.691 g=0.895 2/2 [==============================] - 0s 17ms/step >21, 306/693, d1=0.597, d2=0.668 g=0.908 2/2 [==============================] - 0s 17ms/step >21, 307/693, d1=0.643, d2=0.624 g=0.974 2/2 [==============================] - 0s 17ms/step >21, 308/693, d1=0.632, d2=0.628 g=0.886 2/2 [==============================] - 0s 17ms/step >21, 309/693, d1=0.649, d2=0.679 g=0.885 2/2 [==============================] - 0s 18ms/step >21, 310/693, d1=0.626, d2=0.589 g=0.928 2/2 [==============================] - 0s 18ms/step >21, 311/693, d1=0.614, d2=0.606 g=0.887 2/2 [==============================] - 0s 17ms/step >21, 312/693, d1=0.597, d2=0.652 g=0.940 2/2 [==============================] - 0s 17ms/step >21, 313/693, d1=0.616, d2=0.627 g=0.936 2/2 [==============================] - 0s 17ms/step >21, 314/693, d1=0.682, d2=0.610 g=0.959 2/2 [==============================] - 0s 17ms/step >21, 315/693, d1=0.594, d2=0.621 g=0.909 2/2 [==============================] - 0s 17ms/step >21, 316/693, d1=0.657, d2=0.677 g=0.903 2/2 [==============================] - 0s 17ms/step >21, 317/693, d1=0.638, d2=0.640 g=0.900 2/2 [==============================] - 0s 17ms/step >21, 318/693, d1=0.669, d2=0.693 g=0.926 2/2 [==============================] - 0s 16ms/step >21, 319/693, d1=0.630, d2=0.616 g=0.887 2/2 [==============================] - 0s 16ms/step >21, 320/693, d1=0.700, d2=0.670 g=0.868 2/2 [==============================] - 0s 16ms/step >21, 321/693, d1=0.608, d2=0.628 g=0.915 2/2 [==============================] - 0s 17ms/step >21, 322/693, d1=0.608, d2=0.632 g=0.923 2/2 [==============================] - 0s 16ms/step >21, 323/693, d1=0.687, d2=0.620 g=0.946 2/2 [==============================] - 0s 17ms/step >21, 324/693, d1=0.636, d2=0.637 g=0.867 2/2 [==============================] - 0s 18ms/step >21, 325/693, d1=0.655, d2=0.654 g=0.911 2/2 [==============================] - 0s 17ms/step >21, 326/693, d1=0.581, d2=0.704 g=0.922 2/2 [==============================] - 0s 18ms/step >21, 327/693, d1=0.624, d2=0.656 g=0.906 2/2 [==============================] - 0s 17ms/step >21, 328/693, d1=0.725, d2=0.641 g=0.913 2/2 [==============================] - 0s 16ms/step >21, 329/693, d1=0.624, d2=0.559 g=0.934 2/2 [==============================] - 0s 17ms/step >21, 330/693, d1=0.674, d2=0.617 g=0.875 2/2 [==============================] - 0s 17ms/step >21, 331/693, d1=0.657, d2=0.616 g=0.889 2/2 [==============================] - 0s 17ms/step >21, 332/693, d1=0.591, d2=0.642 g=0.876 2/2 [==============================] - 0s 16ms/step >21, 333/693, d1=0.664, d2=0.642 g=0.932 2/2 [==============================] - 0s 17ms/step >21, 334/693, d1=0.587, d2=0.668 g=0.858 2/2 [==============================] - 0s 17ms/step >21, 335/693, d1=0.666, d2=0.640 g=0.858 2/2 [==============================] - 0s 17ms/step >21, 336/693, d1=0.690, d2=0.648 g=0.984 2/2 [==============================] - 0s 17ms/step >21, 337/693, d1=0.652, d2=0.646 g=0.859 2/2 [==============================] - 0s 18ms/step >21, 338/693, d1=0.693, d2=0.610 g=0.899 2/2 [==============================] - 0s 16ms/step >21, 339/693, d1=0.622, d2=0.668 g=0.887 2/2 [==============================] - 0s 17ms/step >21, 340/693, d1=0.591, d2=0.634 g=0.871 2/2 [==============================] - 0s 17ms/step >21, 341/693, d1=0.678, d2=0.613 g=0.904 2/2 [==============================] - 0s 17ms/step >21, 342/693, d1=0.702, d2=0.653 g=0.909 2/2 [==============================] - 0s 16ms/step >21, 343/693, d1=0.599, d2=0.615 g=0.932 2/2 [==============================] - 0s 16ms/step >21, 344/693, d1=0.580, d2=0.594 g=0.899 2/2 [==============================] - 0s 17ms/step >21, 345/693, d1=0.582, d2=0.635 g=0.944 2/2 [==============================] - 0s 17ms/step >21, 346/693, d1=0.600, d2=0.639 g=0.945 2/2 [==============================] - 0s 17ms/step >21, 347/693, d1=0.610, d2=0.672 g=0.860 2/2 [==============================] - 0s 16ms/step >21, 348/693, d1=0.618, d2=0.616 g=0.898 2/2 [==============================] - 0s 17ms/step >21, 349/693, d1=0.650, d2=0.623 g=0.946 2/2 [==============================] - 0s 16ms/step >21, 350/693, d1=0.606, d2=0.682 g=0.960 2/2 [==============================] - 0s 17ms/step >21, 351/693, d1=0.741, d2=0.701 g=0.948 2/2 [==============================] - 0s 17ms/step >21, 352/693, d1=0.615, d2=0.634 g=0.954 2/2 [==============================] - 0s 18ms/step >21, 353/693, d1=0.635, d2=0.601 g=0.948 2/2 [==============================] - 0s 17ms/step >21, 354/693, d1=0.617, d2=0.565 g=0.993 2/2 [==============================] - 0s 17ms/step >21, 355/693, d1=0.674, d2=0.556 g=0.930 2/2 [==============================] - 0s 16ms/step >21, 356/693, d1=0.621, d2=0.608 g=0.941 2/2 [==============================] - 0s 15ms/step >21, 357/693, d1=0.624, d2=0.605 g=0.869 2/2 [==============================] - 0s 17ms/step >21, 358/693, d1=0.662, d2=0.639 g=0.943 2/2 [==============================] - 0s 17ms/step >21, 359/693, d1=0.644, d2=0.637 g=0.948 2/2 [==============================] - 0s 17ms/step >21, 360/693, d1=0.635, d2=0.593 g=0.863 2/2 [==============================] - 0s 16ms/step >21, 361/693, d1=0.550, d2=0.687 g=0.932 2/2 [==============================] - 0s 17ms/step >21, 362/693, d1=0.594, d2=0.661 g=0.928 2/2 [==============================] - 0s 17ms/step >21, 363/693, d1=0.723, d2=0.583 g=0.931 2/2 [==============================] - 0s 17ms/step >21, 364/693, d1=0.617, d2=0.632 g=0.889 2/2 [==============================] - 0s 16ms/step >21, 365/693, d1=0.637, d2=0.644 g=0.906 2/2 [==============================] - 0s 17ms/step >21, 366/693, d1=0.619, d2=0.642 g=0.900 2/2 [==============================] - 0s 16ms/step >21, 367/693, d1=0.692, d2=0.681 g=0.905 2/2 [==============================] - 0s 17ms/step >21, 368/693, d1=0.560, d2=0.626 g=0.880 2/2 [==============================] - 0s 16ms/step >21, 369/693, d1=0.621, d2=0.685 g=0.942 2/2 [==============================] - 0s 16ms/step >21, 370/693, d1=0.654, d2=0.628 g=0.859 2/2 [==============================] - 0s 16ms/step >21, 371/693, d1=0.644, d2=0.616 g=0.849 2/2 [==============================] - 0s 17ms/step >21, 372/693, d1=0.660, d2=0.643 g=0.942 2/2 [==============================] - 0s 17ms/step >21, 373/693, d1=0.665, d2=0.628 g=0.906 2/2 [==============================] - 0s 17ms/step >21, 374/693, d1=0.731, d2=0.694 g=0.826 2/2 [==============================] - 0s 16ms/step >21, 375/693, d1=0.653, d2=0.668 g=0.900 2/2 [==============================] - 0s 21ms/step >21, 376/693, d1=0.638, d2=0.665 g=0.906 2/2 [==============================] - 0s 17ms/step >21, 377/693, d1=0.654, d2=0.640 g=0.921 2/2 [==============================] - 0s 16ms/step >21, 378/693, d1=0.655, d2=0.676 g=0.921 2/2 [==============================] - 0s 16ms/step >21, 379/693, d1=0.602, d2=0.657 g=0.945 2/2 [==============================] - 0s 16ms/step >21, 380/693, d1=0.616, d2=0.596 g=0.925 2/2 [==============================] - 0s 18ms/step >21, 381/693, d1=0.594, d2=0.664 g=0.947 2/2 [==============================] - 0s 18ms/step >21, 382/693, d1=0.617, d2=0.661 g=0.920 2/2 [==============================] - 0s 17ms/step >21, 383/693, d1=0.641, d2=0.639 g=0.943 2/2 [==============================] - 0s 17ms/step >21, 384/693, d1=0.617, d2=0.577 g=0.963 2/2 [==============================] - 0s 17ms/step >21, 385/693, d1=0.622, d2=0.628 g=0.897 2/2 [==============================] - 0s 17ms/step >21, 386/693, d1=0.591, d2=0.644 g=0.887 2/2 [==============================] - 0s 17ms/step >21, 387/693, d1=0.654, d2=0.612 g=0.954 2/2 [==============================] - 0s 17ms/step >21, 388/693, d1=0.641, d2=0.632 g=0.933 2/2 [==============================] - 0s 17ms/step >21, 389/693, d1=0.630, d2=0.611 g=0.930 2/2 [==============================] - 0s 17ms/step >21, 390/693, d1=0.611, d2=0.587 g=0.883 2/2 [==============================] - 0s 16ms/step >21, 391/693, d1=0.526, d2=0.645 g=0.896 2/2 [==============================] - 0s 18ms/step >21, 392/693, d1=0.580, d2=0.629 g=0.925 2/2 [==============================] - 0s 17ms/step >21, 393/693, d1=0.626, d2=0.627 g=0.956 2/2 [==============================] - 0s 18ms/step >21, 394/693, d1=0.690, d2=0.614 g=0.897 2/2 [==============================] - 0s 17ms/step >21, 395/693, d1=0.621, d2=0.658 g=0.917 2/2 [==============================] - 0s 18ms/step >21, 396/693, d1=0.669, d2=0.578 g=0.955 2/2 [==============================] - 0s 17ms/step >21, 397/693, d1=0.677, d2=0.581 g=0.947 2/2 [==============================] - 0s 19ms/step >21, 398/693, d1=0.628, d2=0.591 g=0.955 2/2 [==============================] - 0s 17ms/step >21, 399/693, d1=0.625, d2=0.649 g=0.948 2/2 [==============================] - 0s 17ms/step >21, 400/693, d1=0.753, d2=0.618 g=0.911 2/2 [==============================] - 0s 17ms/step >21, 401/693, d1=0.638, d2=0.597 g=0.920 2/2 [==============================] - 0s 17ms/step >21, 402/693, d1=0.689, d2=0.646 g=0.884 2/2 [==============================] - 0s 16ms/step >21, 403/693, d1=0.589, d2=0.627 g=0.897 2/2 [==============================] - 0s 18ms/step >21, 404/693, d1=0.630, d2=0.652 g=0.873 2/2 [==============================] - 0s 16ms/step >21, 405/693, d1=0.671, d2=0.645 g=0.884 2/2 [==============================] - 0s 16ms/step >21, 406/693, d1=0.572, d2=0.671 g=0.954 2/2 [==============================] - 0s 17ms/step >21, 407/693, d1=0.611, d2=0.608 g=0.961 2/2 [==============================] - 0s 17ms/step >21, 408/693, d1=0.668, d2=0.615 g=0.877 2/2 [==============================] - 0s 17ms/step >21, 409/693, d1=0.641, d2=0.623 g=0.978 2/2 [==============================] - 0s 17ms/step >21, 410/693, d1=0.662, d2=0.656 g=1.007 2/2 [==============================] - 0s 17ms/step >21, 411/693, d1=0.596, d2=0.582 g=0.988 2/2 [==============================] - 0s 16ms/step >21, 412/693, d1=0.683, d2=0.589 g=0.926 2/2 [==============================] - 0s 17ms/step >21, 413/693, d1=0.595, d2=0.580 g=0.889 2/2 [==============================] - 0s 17ms/step >21, 414/693, d1=0.618, d2=0.629 g=0.939 2/2 [==============================] - 0s 18ms/step >21, 415/693, d1=0.678, d2=0.682 g=0.999 2/2 [==============================] - 0s 18ms/step >21, 416/693, d1=0.611, d2=0.613 g=0.948 2/2 [==============================] - 0s 17ms/step >21, 417/693, d1=0.648, d2=0.664 g=0.922 2/2 [==============================] - 0s 16ms/step >21, 418/693, d1=0.627, d2=0.620 g=0.905 2/2 [==============================] - 0s 16ms/step >21, 419/693, d1=0.646, d2=0.636 g=0.910 2/2 [==============================] - 0s 17ms/step >21, 420/693, d1=0.660, d2=0.656 g=0.918 2/2 [==============================] - 0s 16ms/step >21, 421/693, d1=0.590, d2=0.650 g=0.936 2/2 [==============================] - 0s 16ms/step >21, 422/693, d1=0.664, d2=0.610 g=1.013 2/2 [==============================] - 0s 17ms/step >21, 423/693, d1=0.595, d2=0.599 g=0.987 2/2 [==============================] - 0s 18ms/step >21, 424/693, d1=0.678, d2=0.555 g=0.930 2/2 [==============================] - 0s 18ms/step >21, 425/693, d1=0.668, d2=0.612 g=0.905 2/2 [==============================] - 0s 17ms/step >21, 426/693, d1=0.629, d2=0.637 g=0.870 2/2 [==============================] - 0s 22ms/step >21, 427/693, d1=0.654, d2=0.655 g=0.902 2/2 [==============================] - 0s 17ms/step >21, 428/693, d1=0.631, d2=0.608 g=0.908 2/2 [==============================] - 0s 16ms/step >21, 429/693, d1=0.562, d2=0.639 g=0.908 2/2 [==============================] - 0s 16ms/step >21, 430/693, d1=0.633, d2=0.605 g=0.963 2/2 [==============================] - 0s 21ms/step >21, 431/693, d1=0.687, d2=0.637 g=0.886 2/2 [==============================] - 0s 18ms/step >21, 432/693, d1=0.679, d2=0.662 g=0.923 2/2 [==============================] - 0s 19ms/step >21, 433/693, d1=0.629, d2=0.648 g=0.901 2/2 [==============================] - 0s 22ms/step >21, 434/693, d1=0.581, d2=0.633 g=0.942 2/2 [==============================] - 0s 20ms/step >21, 435/693, d1=0.637, d2=0.556 g=0.983 2/2 [==============================] - 0s 19ms/step >21, 436/693, d1=0.582, d2=0.599 g=0.889 2/2 [==============================] - 0s 18ms/step >21, 437/693, d1=0.623, d2=0.597 g=0.990 2/2 [==============================] - 0s 19ms/step >21, 438/693, d1=0.665, d2=0.616 g=0.993 2/2 [==============================] - 0s 20ms/step >21, 439/693, d1=0.574, d2=0.654 g=1.007 2/2 [==============================] - 0s 21ms/step >21, 440/693, d1=0.602, d2=0.666 g=0.946 2/2 [==============================] - 0s 17ms/step >21, 441/693, d1=0.652, d2=0.592 g=0.929 2/2 [==============================] - 0s 21ms/step >21, 442/693, d1=0.598, d2=0.627 g=0.906 2/2 [==============================] - 0s 19ms/step >21, 443/693, d1=0.658, d2=0.674 g=0.940 2/2 [==============================] - 0s 20ms/step >21, 444/693, d1=0.588, d2=0.632 g=0.947 2/2 [==============================] - 0s 20ms/step >21, 445/693, d1=0.633, d2=0.630 g=0.927 2/2 [==============================] - 0s 20ms/step >21, 446/693, d1=0.603, d2=0.643 g=0.957 2/2 [==============================] - 0s 19ms/step >21, 447/693, d1=0.662, d2=0.610 g=0.911 2/2 [==============================] - 0s 19ms/step >21, 448/693, d1=0.662, d2=0.670 g=0.905 2/2 [==============================] - 0s 20ms/step >21, 449/693, d1=0.655, d2=0.618 g=0.902 2/2 [==============================] - 0s 19ms/step >21, 450/693, d1=0.606, d2=0.623 g=0.941 2/2 [==============================] - 0s 18ms/step >21, 451/693, d1=0.656, d2=0.682 g=1.009 2/2 [==============================] - 0s 20ms/step >21, 452/693, d1=0.578, d2=0.572 g=0.931 2/2 [==============================] - 0s 19ms/step >21, 453/693, d1=0.648, d2=0.651 g=0.958 2/2 [==============================] - 0s 19ms/step >21, 454/693, d1=0.643, d2=0.683 g=0.896 2/2 [==============================] - 0s 17ms/step >21, 455/693, d1=0.674, d2=0.566 g=0.920 2/2 [==============================] - 0s 20ms/step >21, 456/693, d1=0.565, d2=0.601 g=0.952 2/2 [==============================] - 0s 20ms/step >21, 457/693, d1=0.630, d2=0.619 g=0.918 2/2 [==============================] - 0s 19ms/step >21, 458/693, d1=0.629, d2=0.624 g=0.931 2/2 [==============================] - 0s 20ms/step >21, 459/693, d1=0.630, d2=0.683 g=0.907 2/2 [==============================] - 0s 20ms/step >21, 460/693, d1=0.610, d2=0.624 g=0.930 2/2 [==============================] - 0s 19ms/step >21, 461/693, d1=0.662, d2=0.644 g=0.978 2/2 [==============================] - 0s 19ms/step >21, 462/693, d1=0.561, d2=0.634 g=0.970 2/2 [==============================] - 0s 18ms/step >21, 463/693, d1=0.615, d2=0.637 g=1.008 2/2 [==============================] - 0s 19ms/step >21, 464/693, d1=0.667, d2=0.619 g=0.970 2/2 [==============================] - 0s 19ms/step >21, 465/693, d1=0.656, d2=0.585 g=0.922 2/2 [==============================] - 0s 21ms/step >21, 466/693, d1=0.624, d2=0.595 g=0.924 2/2 [==============================] - 0s 20ms/step >21, 467/693, d1=0.663, d2=0.667 g=0.896 2/2 [==============================] - 0s 19ms/step >21, 468/693, d1=0.579, d2=0.648 g=0.950 2/2 [==============================] - 0s 19ms/step >21, 469/693, d1=0.636, d2=0.580 g=0.950 2/2 [==============================] - 0s 18ms/step >21, 470/693, d1=0.625, d2=0.610 g=0.913 2/2 [==============================] - 0s 20ms/step >21, 471/693, d1=0.646, d2=0.629 g=0.886 2/2 [==============================] - 0s 20ms/step >21, 472/693, d1=0.653, d2=0.623 g=0.877 2/2 [==============================] - 0s 20ms/step >21, 473/693, d1=0.580, d2=0.694 g=0.944 2/2 [==============================] - 0s 20ms/step >21, 474/693, d1=0.616, d2=0.599 g=0.892 2/2 [==============================] - 0s 20ms/step >21, 475/693, d1=0.699, d2=0.627 g=0.931 2/2 [==============================] - 0s 17ms/step >21, 476/693, d1=0.623, d2=0.662 g=0.923 2/2 [==============================] - 0s 19ms/step >21, 477/693, d1=0.614, d2=0.622 g=0.850 2/2 [==============================] - 0s 20ms/step >21, 478/693, d1=0.589, d2=0.681 g=0.944 2/2 [==============================] - 0s 20ms/step >21, 479/693, d1=0.644, d2=0.675 g=1.047 2/2 [==============================] - 0s 20ms/step >21, 480/693, d1=0.638, d2=0.618 g=0.952 2/2 [==============================] - 0s 20ms/step >21, 481/693, d1=0.623, d2=0.570 g=0.919 2/2 [==============================] - 0s 20ms/step >21, 482/693, d1=0.645, d2=0.601 g=1.018 2/2 [==============================] - 0s 20ms/step >21, 483/693, d1=0.708, d2=0.534 g=0.968 2/2 [==============================] - 0s 19ms/step >21, 484/693, d1=0.620, d2=0.580 g=1.072 2/2 [==============================] - 0s 21ms/step >21, 485/693, d1=0.608, d2=0.628 g=0.964 2/2 [==============================] - 0s 19ms/step >21, 486/693, d1=0.633, d2=0.626 g=1.042 2/2 [==============================] - 0s 21ms/step >21, 487/693, d1=0.631, d2=0.569 g=0.964 2/2 [==============================] - 0s 19ms/step >21, 488/693, d1=0.592, d2=0.523 g=0.994 2/2 [==============================] - 0s 20ms/step >21, 489/693, d1=0.588, d2=0.606 g=0.973 2/2 [==============================] - 0s 20ms/step >21, 490/693, d1=0.631, d2=0.661 g=0.963 2/2 [==============================] - 0s 17ms/step >21, 491/693, d1=0.619, d2=0.618 g=1.037 2/2 [==============================] - 0s 20ms/step >21, 492/693, d1=0.577, d2=0.569 g=1.013 2/2 [==============================] - 0s 20ms/step >21, 493/693, d1=0.572, d2=0.572 g=1.091 2/2 [==============================] - 0s 20ms/step >21, 494/693, d1=0.629, d2=0.572 g=0.955 2/2 [==============================] - 0s 18ms/step >21, 495/693, d1=0.598, d2=0.676 g=1.000 2/2 [==============================] - 0s 18ms/step >21, 496/693, d1=0.614, d2=0.714 g=1.032 2/2 [==============================] - 0s 20ms/step >21, 497/693, d1=0.640, d2=0.581 g=0.966 2/2 [==============================] - 0s 19ms/step >21, 498/693, d1=0.589, d2=0.604 g=0.957 2/2 [==============================] - 0s 18ms/step >21, 499/693, d1=0.618, d2=0.574 g=0.915 2/2 [==============================] - 0s 19ms/step >21, 500/693, d1=0.590, d2=0.588 g=0.867 2/2 [==============================] - 0s 21ms/step >21, 501/693, d1=0.647, d2=0.688 g=0.911 2/2 [==============================] - 0s 21ms/step >21, 502/693, d1=0.600, d2=0.644 g=0.960 2/2 [==============================] - 0s 19ms/step >21, 503/693, d1=0.667, d2=0.644 g=0.918 2/2 [==============================] - 0s 20ms/step >21, 504/693, d1=0.667, d2=0.682 g=0.939 2/2 [==============================] - 0s 20ms/step >21, 505/693, d1=0.639, d2=0.656 g=0.939 2/2 [==============================] - 0s 20ms/step >21, 506/693, d1=0.666, d2=0.653 g=0.914 2/2 [==============================] - 0s 18ms/step >21, 507/693, d1=0.658, d2=0.664 g=0.908 2/2 [==============================] - 0s 20ms/step >21, 508/693, d1=0.543, d2=0.641 g=0.971 2/2 [==============================] - 0s 19ms/step >21, 509/693, d1=0.606, d2=0.611 g=0.975 2/2 [==============================] - 0s 20ms/step >21, 510/693, d1=0.597, d2=0.683 g=0.974 2/2 [==============================] - 0s 20ms/step >21, 511/693, d1=0.686, d2=0.633 g=0.966 2/2 [==============================] - 0s 20ms/step >21, 512/693, d1=0.622, d2=0.595 g=0.882 2/2 [==============================] - 0s 19ms/step >21, 513/693, d1=0.662, d2=0.628 g=0.974 2/2 [==============================] - 0s 20ms/step >21, 514/693, d1=0.670, d2=0.619 g=0.936 2/2 [==============================] - 0s 20ms/step >21, 515/693, d1=0.603, d2=0.650 g=0.947 2/2 [==============================] - 0s 20ms/step >21, 516/693, d1=0.627, d2=0.620 g=0.849 2/2 [==============================] - 0s 21ms/step >21, 517/693, d1=0.622, d2=0.571 g=0.871 2/2 [==============================] - 0s 19ms/step >21, 518/693, d1=0.624, d2=0.602 g=0.903 2/2 [==============================] - 0s 20ms/step >21, 519/693, d1=0.639, d2=0.645 g=0.926 2/2 [==============================] - 0s 19ms/step >21, 520/693, d1=0.599, d2=0.602 g=0.939 2/2 [==============================] - 0s 20ms/step >21, 521/693, d1=0.676, d2=0.658 g=0.918 2/2 [==============================] - 0s 19ms/step >21, 522/693, d1=0.643, d2=0.656 g=0.904 2/2 [==============================] - 0s 38ms/step >21, 523/693, d1=0.679, d2=0.661 g=0.925 2/2 [==============================] - 0s 20ms/step >21, 524/693, d1=0.637, d2=0.640 g=0.879 2/2 [==============================] - 0s 19ms/step >21, 525/693, d1=0.618, d2=0.660 g=0.863 2/2 [==============================] - 0s 19ms/step >21, 526/693, d1=0.591, d2=0.669 g=0.884 2/2 [==============================] - 0s 16ms/step >21, 527/693, d1=0.614, d2=0.640 g=0.876 2/2 [==============================] - 0s 17ms/step >21, 528/693, d1=0.600, d2=0.695 g=0.960 2/2 [==============================] - 0s 17ms/step >21, 529/693, d1=0.667, d2=0.665 g=0.929 2/2 [==============================] - 0s 18ms/step >21, 530/693, d1=0.587, d2=0.647 g=0.968 2/2 [==============================] - 0s 17ms/step >21, 531/693, d1=0.645, d2=0.582 g=0.989 2/2 [==============================] - 0s 17ms/step >21, 532/693, d1=0.678, d2=0.555 g=0.951 2/2 [==============================] - 0s 19ms/step >21, 533/693, d1=0.652, d2=0.594 g=0.977 2/2 [==============================] - 0s 18ms/step >21, 534/693, d1=0.611, d2=0.721 g=0.869 2/2 [==============================] - 0s 17ms/step >21, 535/693, d1=0.636, d2=0.733 g=0.998 2/2 [==============================] - 0s 17ms/step >21, 536/693, d1=0.660, d2=0.665 g=1.028 2/2 [==============================] - 0s 18ms/step >21, 537/693, d1=0.733, d2=0.606 g=0.904 2/2 [==============================] - 0s 18ms/step >21, 538/693, d1=0.642, d2=0.657 g=0.939 2/2 [==============================] - 0s 17ms/step >21, 539/693, d1=0.647, d2=0.655 g=0.914 2/2 [==============================] - 0s 19ms/step >21, 540/693, d1=0.693, d2=0.617 g=0.910 2/2 [==============================] - 0s 16ms/step >21, 541/693, d1=0.630, d2=0.556 g=0.873 2/2 [==============================] - 0s 16ms/step >21, 542/693, d1=0.677, d2=0.629 g=0.908 2/2 [==============================] - 0s 17ms/step >21, 543/693, d1=0.618, d2=0.601 g=0.917 2/2 [==============================] - 0s 18ms/step >21, 544/693, d1=0.633, d2=0.620 g=0.911 2/2 [==============================] - 0s 17ms/step >21, 545/693, d1=0.643, d2=0.614 g=0.872 2/2 [==============================] - 0s 16ms/step >21, 546/693, d1=0.555, d2=0.628 g=0.850 2/2 [==============================] - 0s 17ms/step >21, 547/693, d1=0.616, d2=0.686 g=0.916 2/2 [==============================] - 0s 17ms/step >21, 548/693, d1=0.680, d2=0.667 g=0.966 2/2 [==============================] - 0s 18ms/step >21, 549/693, d1=0.662, d2=0.613 g=0.916 2/2 [==============================] - 0s 16ms/step >21, 550/693, d1=0.654, d2=0.605 g=0.904 2/2 [==============================] - 0s 18ms/step >21, 551/693, d1=0.687, d2=0.725 g=0.884 2/2 [==============================] - 0s 17ms/step >21, 552/693, d1=0.619, d2=0.683 g=0.868 2/2 [==============================] - 0s 17ms/step >21, 553/693, d1=0.586, d2=0.630 g=0.948 2/2 [==============================] - 0s 17ms/step >21, 554/693, d1=0.657, d2=0.585 g=0.859 2/2 [==============================] - 0s 17ms/step >21, 555/693, d1=0.661, d2=0.666 g=0.848 2/2 [==============================] - 0s 19ms/step >21, 556/693, d1=0.597, d2=0.664 g=0.916 2/2 [==============================] - 0s 19ms/step >21, 557/693, d1=0.586, d2=0.640 g=0.925 2/2 [==============================] - 0s 18ms/step >21, 558/693, d1=0.661, d2=0.598 g=0.915 2/2 [==============================] - 0s 16ms/step >21, 559/693, d1=0.660, d2=0.590 g=0.900 2/2 [==============================] - 0s 16ms/step >21, 560/693, d1=0.618, d2=0.569 g=0.895 2/2 [==============================] - 0s 18ms/step >21, 561/693, d1=0.675, d2=0.647 g=0.901 2/2 [==============================] - 0s 17ms/step >21, 562/693, d1=0.598, d2=0.624 g=0.990 2/2 [==============================] - 0s 17ms/step >21, 563/693, d1=0.621, d2=0.627 g=0.896 2/2 [==============================] - 0s 18ms/step >21, 564/693, d1=0.701, d2=0.694 g=0.908 2/2 [==============================] - 0s 17ms/step >21, 565/693, d1=0.662, d2=0.630 g=0.939 2/2 [==============================] - 0s 18ms/step >21, 566/693, d1=0.656, d2=0.626 g=0.913 2/2 [==============================] - 0s 16ms/step >21, 567/693, d1=0.627, d2=0.646 g=0.904 2/2 [==============================] - 0s 17ms/step >21, 568/693, d1=0.660, d2=0.664 g=0.977 2/2 [==============================] - 0s 18ms/step >21, 569/693, d1=0.695, d2=0.624 g=1.032 2/2 [==============================] - 0s 16ms/step >21, 570/693, d1=0.675, d2=0.651 g=0.914 2/2 [==============================] - 0s 17ms/step >21, 571/693, d1=0.599, d2=0.656 g=0.963 2/2 [==============================] - 0s 18ms/step >21, 572/693, d1=0.628, d2=0.664 g=0.854 2/2 [==============================] - 0s 16ms/step >21, 573/693, d1=0.564, d2=0.662 g=0.956 2/2 [==============================] - 0s 20ms/step >21, 574/693, d1=0.608, d2=0.635 g=0.901 2/2 [==============================] - 0s 18ms/step >21, 575/693, d1=0.563, d2=0.594 g=0.955 2/2 [==============================] - 0s 18ms/step >21, 576/693, d1=0.644, d2=0.630 g=0.933 2/2 [==============================] - 0s 19ms/step >21, 577/693, d1=0.623, d2=0.599 g=0.996 2/2 [==============================] - 0s 18ms/step >21, 578/693, d1=0.642, d2=0.625 g=0.947 2/2 [==============================] - 0s 17ms/step >21, 579/693, d1=0.676, d2=0.608 g=0.842 2/2 [==============================] - 0s 18ms/step >21, 580/693, d1=0.648, d2=0.644 g=0.922 2/2 [==============================] - 0s 16ms/step >21, 581/693, d1=0.641, d2=0.632 g=0.956 2/2 [==============================] - 0s 16ms/step >21, 582/693, d1=0.667, d2=0.614 g=0.907 2/2 [==============================] - 0s 17ms/step >21, 583/693, d1=0.573, d2=0.671 g=0.913 2/2 [==============================] - 0s 17ms/step >21, 584/693, d1=0.581, d2=0.622 g=0.905 2/2 [==============================] - 0s 17ms/step >21, 585/693, d1=0.585, d2=0.628 g=0.986 2/2 [==============================] - 0s 16ms/step >21, 586/693, d1=0.616, d2=0.581 g=0.936 2/2 [==============================] - 0s 18ms/step >21, 587/693, d1=0.572, d2=0.607 g=0.895 2/2 [==============================] - 0s 18ms/step >21, 588/693, d1=0.665, d2=0.571 g=1.000 2/2 [==============================] - 0s 17ms/step >21, 589/693, d1=0.654, d2=0.665 g=0.923 2/2 [==============================] - 0s 17ms/step >21, 590/693, d1=0.660, d2=0.691 g=0.909 2/2 [==============================] - 0s 17ms/step >21, 591/693, d1=0.617, d2=0.625 g=0.939 2/2 [==============================] - 0s 17ms/step >21, 592/693, d1=0.675, d2=0.602 g=0.939 2/2 [==============================] - 0s 17ms/step >21, 593/693, d1=0.657, d2=0.664 g=0.896 2/2 [==============================] - 0s 16ms/step >21, 594/693, d1=0.635, d2=0.627 g=0.847 2/2 [==============================] - 0s 19ms/step >21, 595/693, d1=0.584, d2=0.647 g=0.925 2/2 [==============================] - 0s 18ms/step >21, 596/693, d1=0.662, d2=0.650 g=0.872 2/2 [==============================] - 0s 18ms/step >21, 597/693, d1=0.610, d2=0.618 g=0.951 2/2 [==============================] - 0s 16ms/step >21, 598/693, d1=0.677, d2=0.610 g=0.877 2/2 [==============================] - 0s 18ms/step >21, 599/693, d1=0.623, d2=0.718 g=0.874 2/2 [==============================] - 0s 17ms/step >21, 600/693, d1=0.613, d2=0.659 g=0.886 2/2 [==============================] - 0s 16ms/step >21, 601/693, d1=0.616, d2=0.630 g=0.878 2/2 [==============================] - 0s 16ms/step >21, 602/693, d1=0.666, d2=0.618 g=0.904 2/2 [==============================] - 0s 18ms/step >21, 603/693, d1=0.624, d2=0.666 g=0.911 2/2 [==============================] - 0s 19ms/step >21, 604/693, d1=0.636, d2=0.661 g=0.930 2/2 [==============================] - 0s 17ms/step >21, 605/693, d1=0.619, d2=0.626 g=0.908 2/2 [==============================] - 0s 17ms/step >21, 606/693, d1=0.671, d2=0.640 g=0.885 2/2 [==============================] - 0s 18ms/step >21, 607/693, d1=0.659, d2=0.684 g=0.945 2/2 [==============================] - 0s 18ms/step >21, 608/693, d1=0.715, d2=0.603 g=1.041 2/2 [==============================] - 0s 16ms/step >21, 609/693, d1=0.704, d2=0.583 g=0.987 2/2 [==============================] - 0s 17ms/step >21, 610/693, d1=0.600, d2=0.594 g=0.916 2/2 [==============================] - 0s 17ms/step >21, 611/693, d1=0.686, d2=0.722 g=0.919 2/2 [==============================] - 0s 17ms/step >21, 612/693, d1=0.668, d2=0.682 g=0.934 2/2 [==============================] - 0s 18ms/step >21, 613/693, d1=0.649, d2=0.587 g=0.931 2/2 [==============================] - 0s 17ms/step >21, 614/693, d1=0.590, d2=0.606 g=0.973 2/2 [==============================] - 0s 17ms/step >21, 615/693, d1=0.644, d2=0.659 g=0.923 2/2 [==============================] - 0s 18ms/step >21, 616/693, d1=0.595, d2=0.645 g=0.894 2/2 [==============================] - 0s 18ms/step >21, 617/693, d1=0.666, d2=0.580 g=0.985 2/2 [==============================] - 0s 18ms/step >21, 618/693, d1=0.642, d2=0.590 g=0.972 2/2 [==============================] - 0s 17ms/step >21, 619/693, d1=0.654, d2=0.670 g=0.989 2/2 [==============================] - 0s 17ms/step >21, 620/693, d1=0.561, d2=0.590 g=0.956 2/2 [==============================] - 0s 18ms/step >21, 621/693, d1=0.607, d2=0.590 g=0.883 2/2 [==============================] - 0s 17ms/step >21, 622/693, d1=0.661, d2=0.686 g=0.896 2/2 [==============================] - 0s 17ms/step >21, 623/693, d1=0.645, d2=0.695 g=0.866 2/2 [==============================] - 0s 16ms/step >21, 624/693, d1=0.620, d2=0.655 g=0.912 2/2 [==============================] - 0s 18ms/step >21, 625/693, d1=0.644, d2=0.623 g=0.949 2/2 [==============================] - 0s 16ms/step >21, 626/693, d1=0.598, d2=0.627 g=0.854 2/2 [==============================] - 0s 17ms/step >21, 627/693, d1=0.595, d2=0.651 g=0.862 2/2 [==============================] - 0s 17ms/step >21, 628/693, d1=0.627, d2=0.717 g=1.009 2/2 [==============================] - 0s 17ms/step >21, 629/693, d1=0.621, d2=0.609 g=0.965 2/2 [==============================] - 0s 18ms/step >21, 630/693, d1=0.658, d2=0.520 g=1.039 2/2 [==============================] - 0s 17ms/step >21, 631/693, d1=0.663, d2=0.546 g=0.985 2/2 [==============================] - 0s 17ms/step >21, 632/693, d1=0.656, d2=0.593 g=0.958 2/2 [==============================] - 0s 17ms/step >21, 633/693, d1=0.644, d2=0.714 g=1.012 2/2 [==============================] - 0s 17ms/step >21, 634/693, d1=0.660, d2=0.682 g=0.993 2/2 [==============================] - 0s 18ms/step >21, 635/693, d1=0.606, d2=0.614 g=0.937 2/2 [==============================] - 0s 16ms/step >21, 636/693, d1=0.622, d2=0.661 g=0.980 2/2 [==============================] - 0s 18ms/step >21, 637/693, d1=0.692, d2=0.632 g=0.931 2/2 [==============================] - 0s 17ms/step >21, 638/693, d1=0.645, d2=0.687 g=0.835 2/2 [==============================] - 0s 18ms/step >21, 639/693, d1=0.598, d2=0.595 g=0.895 2/2 [==============================] - 0s 17ms/step >21, 640/693, d1=0.639, d2=0.706 g=0.908 2/2 [==============================] - 0s 18ms/step >21, 641/693, d1=0.584, d2=0.727 g=1.056 2/2 [==============================] - 0s 17ms/step >21, 642/693, d1=0.690, d2=0.548 g=1.102 2/2 [==============================] - 0s 16ms/step >21, 643/693, d1=0.631, d2=0.612 g=0.983 2/2 [==============================] - 0s 16ms/step >21, 644/693, d1=0.658, d2=0.585 g=1.028 2/2 [==============================] - 0s 16ms/step >21, 645/693, d1=0.691, d2=0.602 g=0.974 2/2 [==============================] - 0s 16ms/step >21, 646/693, d1=0.613, d2=0.603 g=1.006 2/2 [==============================] - 0s 17ms/step >21, 647/693, d1=0.617, d2=0.586 g=0.981 2/2 [==============================] - 0s 17ms/step >21, 648/693, d1=0.583, d2=0.585 g=0.904 2/2 [==============================] - 0s 17ms/step >21, 649/693, d1=0.684, d2=0.626 g=0.930 2/2 [==============================] - 0s 17ms/step >21, 650/693, d1=0.653, d2=0.661 g=0.880 2/2 [==============================] - 0s 16ms/step >21, 651/693, d1=0.603, d2=0.658 g=0.931 2/2 [==============================] - 0s 18ms/step >21, 652/693, d1=0.605, d2=0.609 g=0.900 2/2 [==============================] - 0s 19ms/step >21, 653/693, d1=0.622, d2=0.624 g=0.897 2/2 [==============================] - 0s 16ms/step >21, 654/693, d1=0.637, d2=0.672 g=0.902 2/2 [==============================] - 0s 17ms/step >21, 655/693, d1=0.682, d2=0.623 g=0.928 2/2 [==============================] - 0s 17ms/step >21, 656/693, d1=0.626, d2=0.600 g=0.963 2/2 [==============================] - 0s 21ms/step >21, 657/693, d1=0.628, d2=0.662 g=0.883 2/2 [==============================] - 0s 17ms/step >21, 658/693, d1=0.621, d2=0.578 g=0.893 2/2 [==============================] - 0s 17ms/step >21, 659/693, d1=0.589, d2=0.692 g=0.948 2/2 [==============================] - 0s 17ms/step >21, 660/693, d1=0.630, d2=0.613 g=0.905 2/2 [==============================] - 0s 17ms/step >21, 661/693, d1=0.677, d2=0.634 g=0.959 2/2 [==============================] - 0s 18ms/step >21, 662/693, d1=0.674, d2=0.589 g=0.895 2/2 [==============================] - 0s 17ms/step >21, 663/693, d1=0.608, d2=0.633 g=0.918 2/2 [==============================] - 0s 18ms/step >21, 664/693, d1=0.583, d2=0.685 g=0.969 2/2 [==============================] - 0s 18ms/step >21, 665/693, d1=0.684, d2=0.672 g=0.980 2/2 [==============================] - 0s 17ms/step >21, 666/693, d1=0.672, d2=0.564 g=0.956 2/2 [==============================] - 0s 17ms/step >21, 667/693, d1=0.638, d2=0.589 g=0.939 2/2 [==============================] - 0s 17ms/step >21, 668/693, d1=0.595, d2=0.611 g=0.955 2/2 [==============================] - 0s 19ms/step >21, 669/693, d1=0.614, d2=0.618 g=0.922 2/2 [==============================] - 0s 20ms/step >21, 670/693, d1=0.611, d2=0.646 g=0.921 2/2 [==============================] - 0s 17ms/step >21, 671/693, d1=0.622, d2=0.626 g=0.887 2/2 [==============================] - 0s 17ms/step >21, 672/693, d1=0.633, d2=0.666 g=0.906 2/2 [==============================] - 0s 16ms/step >21, 673/693, d1=0.580, d2=0.626 g=0.922 2/2 [==============================] - 0s 18ms/step >21, 674/693, d1=0.660, d2=0.605 g=0.992 2/2 [==============================] - 0s 18ms/step >21, 675/693, d1=0.663, d2=0.641 g=0.929 2/2 [==============================] - 0s 16ms/step >21, 676/693, d1=0.611, d2=0.601 g=0.919 2/2 [==============================] - 0s 17ms/step >21, 677/693, d1=0.623, d2=0.630 g=0.928 2/2 [==============================] - 0s 17ms/step >21, 678/693, d1=0.613, d2=0.685 g=0.921 2/2 [==============================] - 0s 19ms/step >21, 679/693, d1=0.582, d2=0.643 g=0.959 2/2 [==============================] - 0s 17ms/step >21, 680/693, d1=0.570, d2=0.584 g=0.898 2/2 [==============================] - 0s 17ms/step >21, 681/693, d1=0.576, d2=0.615 g=0.948 2/2 [==============================] - 0s 18ms/step >21, 682/693, d1=0.620, d2=0.602 g=0.931 2/2 [==============================] - 0s 16ms/step >21, 683/693, d1=0.595, d2=0.609 g=0.903 2/2 [==============================] - 0s 17ms/step >21, 684/693, d1=0.649, d2=0.669 g=0.877 2/2 [==============================] - 0s 18ms/step >21, 685/693, d1=0.638, d2=0.569 g=0.977 2/2 [==============================] - 0s 17ms/step >21, 686/693, d1=0.632, d2=0.688 g=0.955 2/2 [==============================] - 0s 16ms/step >21, 687/693, d1=0.641, d2=0.646 g=0.956 2/2 [==============================] - 0s 17ms/step >21, 688/693, d1=0.629, d2=0.619 g=0.925 2/2 [==============================] - 0s 19ms/step >21, 689/693, d1=0.639, d2=0.546 g=0.942 2/2 [==============================] - 0s 17ms/step >21, 690/693, d1=0.633, d2=0.604 g=0.955 2/2 [==============================] - 0s 17ms/step >21, 691/693, d1=0.660, d2=0.589 g=0.979 2/2 [==============================] - 0s 16ms/step >21, 692/693, d1=0.578, d2=0.579 g=0.846 2/2 [==============================] - 0s 18ms/step >21, 693/693, d1=0.594, d2=0.743 g=1.017 2/2 [==============================] - 0s 17ms/step >22, 1/693, d1=0.649, d2=0.611 g=0.917 2/2 [==============================] - 0s 18ms/step >22, 2/693, d1=0.613, d2=0.576 g=0.940 2/2 [==============================] - 0s 17ms/step >22, 3/693, d1=0.632, d2=0.641 g=0.941 2/2 [==============================] - 0s 17ms/step >22, 4/693, d1=0.640, d2=0.667 g=0.968 2/2 [==============================] - 0s 17ms/step >22, 5/693, d1=0.583, d2=0.684 g=0.918 2/2 [==============================] - 0s 17ms/step >22, 6/693, d1=0.711, d2=0.585 g=0.965 2/2 [==============================] - 0s 17ms/step >22, 7/693, d1=0.630, d2=0.630 g=0.934 2/2 [==============================] - 0s 19ms/step >22, 8/693, d1=0.640, d2=0.602 g=0.890 2/2 [==============================] - 0s 17ms/step >22, 9/693, d1=0.642, d2=0.661 g=0.956 2/2 [==============================] - 0s 18ms/step >22, 10/693, d1=0.573, d2=0.724 g=0.981 2/2 [==============================] - 0s 17ms/step >22, 11/693, d1=0.637, d2=0.638 g=0.976 2/2 [==============================] - 0s 17ms/step >22, 12/693, d1=0.668, d2=0.617 g=1.002 2/2 [==============================] - 0s 18ms/step >22, 13/693, d1=0.754, d2=0.665 g=0.981 2/2 [==============================] - 0s 17ms/step >22, 14/693, d1=0.662, d2=0.624 g=0.952 2/2 [==============================] - 0s 18ms/step >22, 15/693, d1=0.604, d2=0.609 g=0.892 2/2 [==============================] - 0s 18ms/step >22, 16/693, d1=0.636, d2=0.649 g=0.884 2/2 [==============================] - 0s 19ms/step >22, 17/693, d1=0.589, d2=0.596 g=0.939 2/2 [==============================] - 0s 17ms/step >22, 18/693, d1=0.596, d2=0.607 g=0.951 2/2 [==============================] - 0s 17ms/step >22, 19/693, d1=0.637, d2=0.679 g=0.913 2/2 [==============================] - 0s 18ms/step >22, 20/693, d1=0.672, d2=0.706 g=0.981 2/2 [==============================] - 0s 17ms/step >22, 21/693, d1=0.683, d2=0.525 g=1.008 2/2 [==============================] - 0s 18ms/step >22, 22/693, d1=0.660, d2=0.567 g=0.971 2/2 [==============================] - 0s 17ms/step >22, 23/693, d1=0.575, d2=0.662 g=0.972 2/2 [==============================] - 0s 18ms/step >22, 24/693, d1=0.679, d2=0.628 g=1.028 2/2 [==============================] - 0s 19ms/step >22, 25/693, d1=0.694, d2=0.634 g=0.865 2/2 [==============================] - 0s 18ms/step >22, 26/693, d1=0.633, d2=0.659 g=0.986 2/2 [==============================] - 0s 18ms/step >22, 27/693, d1=0.609, d2=0.580 g=0.945 2/2 [==============================] - 0s 18ms/step >22, 28/693, d1=0.672, d2=0.600 g=0.978 2/2 [==============================] - 0s 18ms/step >22, 29/693, d1=0.638, d2=0.637 g=0.926 2/2 [==============================] - 0s 18ms/step >22, 30/693, d1=0.638, d2=0.627 g=0.997 2/2 [==============================] - 0s 19ms/step >22, 31/693, d1=0.593, d2=0.579 g=0.971 2/2 [==============================] - 0s 18ms/step >22, 32/693, d1=0.573, d2=0.628 g=0.956 2/2 [==============================] - 0s 18ms/step >22, 33/693, d1=0.555, d2=0.661 g=1.023 2/2 [==============================] - 0s 17ms/step >22, 34/693, d1=0.656, d2=0.533 g=1.058 2/2 [==============================] - 0s 17ms/step >22, 35/693, d1=0.676, d2=0.619 g=1.019 2/2 [==============================] - 0s 16ms/step >22, 36/693, d1=0.609, d2=0.653 g=0.915 2/2 [==============================] - 0s 19ms/step >22, 37/693, d1=0.729, d2=0.622 g=0.891 2/2 [==============================] - 0s 16ms/step >22, 38/693, d1=0.601, d2=0.651 g=0.932 2/2 [==============================] - 0s 17ms/step >22, 39/693, d1=0.573, d2=0.652 g=0.964 2/2 [==============================] - 0s 19ms/step >22, 40/693, d1=0.658, d2=0.575 g=0.932 2/2 [==============================] - 0s 17ms/step >22, 41/693, d1=0.628, d2=0.558 g=0.942 2/2 [==============================] - 0s 16ms/step >22, 42/693, d1=0.644, d2=0.644 g=0.923 2/2 [==============================] - 0s 17ms/step >22, 43/693, d1=0.625, d2=0.598 g=0.931 2/2 [==============================] - 0s 17ms/step >22, 44/693, d1=0.596, d2=0.598 g=0.927 2/2 [==============================] - 0s 18ms/step >22, 45/693, d1=0.654, d2=0.590 g=0.941 2/2 [==============================] - 0s 17ms/step >22, 46/693, d1=0.614, d2=0.655 g=0.882 2/2 [==============================] - 0s 18ms/step >22, 47/693, d1=0.609, d2=0.623 g=0.945 2/2 [==============================] - 0s 18ms/step >22, 48/693, d1=0.578, d2=0.615 g=0.954 2/2 [==============================] - 0s 17ms/step >22, 49/693, d1=0.641, d2=0.624 g=0.973 2/2 [==============================] - 0s 16ms/step >22, 50/693, d1=0.629, d2=0.565 g=0.952 2/2 [==============================] - 0s 18ms/step >22, 51/693, d1=0.646, d2=0.681 g=0.969 2/2 [==============================] - 0s 16ms/step >22, 52/693, d1=0.662, d2=0.614 g=0.947 2/2 [==============================] - 0s 18ms/step >22, 53/693, d1=0.647, d2=0.598 g=0.947 2/2 [==============================] - 0s 17ms/step >22, 54/693, d1=0.728, d2=0.605 g=0.917 2/2 [==============================] - 0s 16ms/step >22, 55/693, d1=0.589, d2=0.658 g=0.862 2/2 [==============================] - 0s 18ms/step >22, 56/693, d1=0.599, d2=0.619 g=0.903 2/2 [==============================] - 0s 17ms/step >22, 57/693, d1=0.618, d2=0.697 g=0.931 2/2 [==============================] - 0s 16ms/step >22, 58/693, d1=0.582, d2=0.652 g=0.965 2/2 [==============================] - 0s 17ms/step >22, 59/693, d1=0.619, d2=0.666 g=0.868 2/2 [==============================] - 0s 17ms/step >22, 60/693, d1=0.602, d2=0.712 g=0.975 2/2 [==============================] - 0s 16ms/step >22, 61/693, d1=0.684, d2=0.596 g=0.968 2/2 [==============================] - 0s 16ms/step >22, 62/693, d1=0.657, d2=0.666 g=0.907 2/2 [==============================] - 0s 17ms/step >22, 63/693, d1=0.627, d2=0.662 g=0.968 2/2 [==============================] - 0s 16ms/step >22, 64/693, d1=0.707, d2=0.711 g=1.012 2/2 [==============================] - 0s 17ms/step >22, 65/693, d1=0.707, d2=0.581 g=0.936 2/2 [==============================] - 0s 17ms/step >22, 66/693, d1=0.561, d2=0.581 g=0.901 2/2 [==============================] - 0s 17ms/step >22, 67/693, d1=0.630, d2=0.558 g=0.913 2/2 [==============================] - 0s 16ms/step >22, 68/693, d1=0.633, d2=0.588 g=0.952 2/2 [==============================] - 0s 17ms/step >22, 69/693, d1=0.628, d2=0.620 g=0.954 2/2 [==============================] - 0s 16ms/step >22, 70/693, d1=0.634, d2=0.699 g=0.950 2/2 [==============================] - 0s 16ms/step >22, 71/693, d1=0.672, d2=0.611 g=0.941 2/2 [==============================] - 0s 17ms/step >22, 72/693, d1=0.660, d2=0.653 g=0.954 2/2 [==============================] - 0s 18ms/step >22, 73/693, d1=0.634, d2=0.611 g=0.991 2/2 [==============================] - 0s 18ms/step >22, 74/693, d1=0.632, d2=0.696 g=0.854 2/2 [==============================] - 0s 16ms/step >22, 75/693, d1=0.660, d2=0.614 g=0.924 2/2 [==============================] - 0s 19ms/step >22, 76/693, d1=0.620, d2=0.621 g=0.897 2/2 [==============================] - 0s 17ms/step >22, 77/693, d1=0.620, d2=0.709 g=0.944 2/2 [==============================] - 0s 17ms/step >22, 78/693, d1=0.600, d2=0.655 g=0.911 2/2 [==============================] - 0s 16ms/step >22, 79/693, d1=0.668, d2=0.630 g=0.932 2/2 [==============================] - 0s 17ms/step >22, 80/693, d1=0.710, d2=0.621 g=0.857 2/2 [==============================] - 0s 17ms/step >22, 81/693, d1=0.597, d2=0.741 g=0.926 2/2 [==============================] - 0s 17ms/step >22, 82/693, d1=0.716, d2=0.656 g=0.889 2/2 [==============================] - 0s 17ms/step >22, 83/693, d1=0.607, d2=0.546 g=0.927 2/2 [==============================] - 0s 17ms/step >22, 84/693, d1=0.606, d2=0.655 g=0.949 2/2 [==============================] - 0s 18ms/step >22, 85/693, d1=0.682, d2=0.556 g=0.949 2/2 [==============================] - 0s 18ms/step >22, 86/693, d1=0.691, d2=0.652 g=0.871 2/2 [==============================] - 0s 17ms/step >22, 87/693, d1=0.680, d2=0.621 g=0.870 2/2 [==============================] - 0s 16ms/step >22, 88/693, d1=0.617, d2=0.627 g=0.935 2/2 [==============================] - 0s 18ms/step >22, 89/693, d1=0.542, d2=0.616 g=0.916 2/2 [==============================] - 0s 17ms/step >22, 90/693, d1=0.629, d2=0.648 g=0.869 2/2 [==============================] - 0s 17ms/step >22, 91/693, d1=0.560, d2=0.674 g=0.908 2/2 [==============================] - 0s 17ms/step >22, 92/693, d1=0.631, d2=0.594 g=0.904 2/2 [==============================] - 0s 17ms/step >22, 93/693, d1=0.649, d2=0.597 g=0.896 2/2 [==============================] - 0s 18ms/step >22, 94/693, d1=0.706, d2=0.689 g=0.870 2/2 [==============================] - 0s 18ms/step >22, 95/693, d1=0.596, d2=0.702 g=0.927 2/2 [==============================] - 0s 18ms/step >22, 96/693, d1=0.590, d2=0.598 g=0.899 2/2 [==============================] - 0s 17ms/step >22, 97/693, d1=0.575, d2=0.604 g=0.939 2/2 [==============================] - 0s 16ms/step >22, 98/693, d1=0.657, d2=0.621 g=0.953 2/2 [==============================] - 0s 17ms/step >22, 99/693, d1=0.629, d2=0.648 g=0.953 2/2 [==============================] - 0s 17ms/step >22, 100/693, d1=0.685, d2=0.669 g=0.937 2/2 [==============================] - 0s 18ms/step >22, 101/693, d1=0.648, d2=0.643 g=0.900 2/2 [==============================] - 0s 17ms/step >22, 102/693, d1=0.618, d2=0.650 g=0.975 2/2 [==============================] - 0s 17ms/step >22, 103/693, d1=0.678, d2=0.600 g=1.026 2/2 [==============================] - 0s 17ms/step >22, 104/693, d1=0.590, d2=0.616 g=0.904 2/2 [==============================] - 0s 18ms/step >22, 105/693, d1=0.630, d2=0.590 g=0.908 2/2 [==============================] - 0s 17ms/step >22, 106/693, d1=0.655, d2=0.619 g=0.899 2/2 [==============================] - 0s 16ms/step >22, 107/693, d1=0.626, d2=0.664 g=0.900 2/2 [==============================] - 0s 16ms/step >22, 108/693, d1=0.673, d2=0.692 g=0.909 2/2 [==============================] - 0s 18ms/step >22, 109/693, d1=0.626, d2=0.653 g=0.934 2/2 [==============================] - 0s 17ms/step >22, 110/693, d1=0.609, d2=0.609 g=0.963 2/2 [==============================] - 0s 17ms/step >22, 111/693, d1=0.675, d2=0.543 g=0.940 2/2 [==============================] - 0s 18ms/step >22, 112/693, d1=0.569, d2=0.598 g=0.872 2/2 [==============================] - 0s 18ms/step >22, 113/693, d1=0.650, d2=0.604 g=0.907 2/2 [==============================] - 0s 18ms/step >22, 114/693, d1=0.563, d2=0.665 g=0.885 2/2 [==============================] - 0s 17ms/step >22, 115/693, d1=0.608, d2=0.665 g=0.922 2/2 [==============================] - 0s 17ms/step >22, 116/693, d1=0.682, d2=0.635 g=0.935 2/2 [==============================] - 0s 19ms/step >22, 117/693, d1=0.613, d2=0.624 g=0.957 2/2 [==============================] - 0s 18ms/step >22, 118/693, d1=0.628, d2=0.578 g=0.924 2/2 [==============================] - 0s 17ms/step >22, 119/693, d1=0.647, d2=0.640 g=0.952 2/2 [==============================] - 0s 18ms/step >22, 120/693, d1=0.702, d2=0.626 g=0.955 2/2 [==============================] - 0s 18ms/step >22, 121/693, d1=0.656, d2=0.586 g=0.951 2/2 [==============================] - 0s 18ms/step >22, 122/693, d1=0.662, d2=0.593 g=0.983 2/2 [==============================] - 0s 17ms/step >22, 123/693, d1=0.715, d2=0.642 g=0.902 2/2 [==============================] - 0s 18ms/step >22, 124/693, d1=0.574, d2=0.638 g=0.887 2/2 [==============================] - 0s 17ms/step >22, 125/693, d1=0.618, d2=0.611 g=0.935 2/2 [==============================] - 0s 18ms/step >22, 126/693, d1=0.606, d2=0.610 g=0.935 2/2 [==============================] - 0s 17ms/step >22, 127/693, d1=0.614, d2=0.661 g=0.921 2/2 [==============================] - 0s 18ms/step >22, 128/693, d1=0.638, d2=0.652 g=0.972 2/2 [==============================] - 0s 18ms/step >22, 129/693, d1=0.739, d2=0.674 g=0.906 2/2 [==============================] - 0s 17ms/step >22, 130/693, d1=0.618, d2=0.593 g=0.907 2/2 [==============================] - 0s 17ms/step >22, 131/693, d1=0.558, d2=0.591 g=0.899 2/2 [==============================] - 0s 16ms/step >22, 132/693, d1=0.684, d2=0.655 g=0.913 2/2 [==============================] - 0s 18ms/step >22, 133/693, d1=0.610, d2=0.637 g=0.874 2/2 [==============================] - 0s 17ms/step >22, 134/693, d1=0.588, d2=0.635 g=0.980 2/2 [==============================] - 0s 18ms/step >22, 135/693, d1=0.609, d2=0.656 g=1.039 2/2 [==============================] - 0s 18ms/step >22, 136/693, d1=0.617, d2=0.616 g=0.992 2/2 [==============================] - 0s 18ms/step >22, 137/693, d1=0.607, d2=0.691 g=0.967 2/2 [==============================] - 0s 17ms/step >22, 138/693, d1=0.630, d2=0.597 g=0.985 2/2 [==============================] - 0s 16ms/step >22, 139/693, d1=0.670, d2=0.626 g=0.908 2/2 [==============================] - 0s 17ms/step >22, 140/693, d1=0.635, d2=0.579 g=0.926 2/2 [==============================] - 0s 16ms/step >22, 141/693, d1=0.642, d2=0.566 g=0.925 2/2 [==============================] - 0s 18ms/step >22, 142/693, d1=0.608, d2=0.614 g=0.934 2/2 [==============================] - 0s 19ms/step >22, 143/693, d1=0.623, d2=0.708 g=0.976 2/2 [==============================] - 0s 18ms/step >22, 144/693, d1=0.599, d2=0.633 g=0.981 2/2 [==============================] - 0s 18ms/step >22, 145/693, d1=0.601, d2=0.634 g=0.972 2/2 [==============================] - 0s 17ms/step >22, 146/693, d1=0.612, d2=0.629 g=0.921 2/2 [==============================] - 0s 17ms/step >22, 147/693, d1=0.624, d2=0.720 g=0.955 2/2 [==============================] - 0s 18ms/step >22, 148/693, d1=0.616, d2=0.612 g=1.010 2/2 [==============================] - 0s 15ms/step >22, 149/693, d1=0.617, d2=0.602 g=0.983 2/2 [==============================] - 0s 18ms/step >22, 150/693, d1=0.558, d2=0.571 g=0.933 2/2 [==============================] - 0s 18ms/step >22, 151/693, d1=0.609, d2=0.644 g=0.857 2/2 [==============================] - 0s 20ms/step >22, 152/693, d1=0.531, d2=0.671 g=0.909 2/2 [==============================] - 0s 18ms/step >22, 153/693, d1=0.588, d2=0.588 g=0.897 2/2 [==============================] - 0s 18ms/step >22, 154/693, d1=0.632, d2=0.602 g=0.957 2/2 [==============================] - 0s 18ms/step >22, 155/693, d1=0.687, d2=0.570 g=0.946 2/2 [==============================] - 0s 17ms/step >22, 156/693, d1=0.671, d2=0.619 g=0.920 2/2 [==============================] - 0s 17ms/step >22, 157/693, d1=0.599, d2=0.663 g=0.920 2/2 [==============================] - 0s 16ms/step >22, 158/693, d1=0.668, d2=0.617 g=0.927 2/2 [==============================] - 0s 16ms/step >22, 159/693, d1=0.572, d2=0.630 g=0.944 2/2 [==============================] - 0s 17ms/step >22, 160/693, d1=0.627, d2=0.591 g=0.905 2/2 [==============================] - 0s 16ms/step >22, 161/693, d1=0.617, d2=0.595 g=0.969 2/2 [==============================] - 0s 17ms/step >22, 162/693, d1=0.645, d2=0.650 g=0.995 2/2 [==============================] - 0s 16ms/step >22, 163/693, d1=0.683, d2=0.628 g=0.985 2/2 [==============================] - 0s 17ms/step >22, 164/693, d1=0.621, d2=0.695 g=0.942 2/2 [==============================] - 0s 18ms/step >22, 165/693, d1=0.604, d2=0.618 g=0.937 2/2 [==============================] - 0s 17ms/step >22, 166/693, d1=0.697, d2=0.555 g=0.969 2/2 [==============================] - 0s 16ms/step >22, 167/693, d1=0.680, d2=0.625 g=0.968 2/2 [==============================] - 0s 17ms/step >22, 168/693, d1=0.691, d2=0.594 g=0.894 2/2 [==============================] - 0s 17ms/step >22, 169/693, d1=0.622, d2=0.674 g=0.862 2/2 [==============================] - 0s 17ms/step >22, 170/693, d1=0.655, d2=0.684 g=0.883 2/2 [==============================] - 0s 16ms/step >22, 171/693, d1=0.607, d2=0.621 g=0.919 2/2 [==============================] - 0s 17ms/step >22, 172/693, d1=0.665, d2=0.567 g=0.899 2/2 [==============================] - 0s 18ms/step >22, 173/693, d1=0.646, d2=0.647 g=0.920 2/2 [==============================] - 0s 18ms/step >22, 174/693, d1=0.598, d2=0.738 g=0.928 2/2 [==============================] - 0s 18ms/step >22, 175/693, d1=0.620, d2=0.606 g=0.877 2/2 [==============================] - 0s 17ms/step >22, 176/693, d1=0.640, d2=0.615 g=0.847 2/2 [==============================] - 0s 17ms/step >22, 177/693, d1=0.684, d2=0.668 g=0.859 2/2 [==============================] - 0s 17ms/step >22, 178/693, d1=0.579, d2=0.673 g=0.893 2/2 [==============================] - 0s 17ms/step >22, 179/693, d1=0.551, d2=0.593 g=0.898 2/2 [==============================] - 0s 16ms/step >22, 180/693, d1=0.654, d2=0.644 g=0.927 2/2 [==============================] - 0s 18ms/step >22, 181/693, d1=0.604, d2=0.635 g=0.887 2/2 [==============================] - 0s 16ms/step >22, 182/693, d1=0.610, d2=0.634 g=0.904 2/2 [==============================] - 0s 18ms/step >22, 183/693, d1=0.638, d2=0.638 g=0.947 2/2 [==============================] - 0s 18ms/step >22, 184/693, d1=0.635, d2=0.664 g=0.940 2/2 [==============================] - 0s 16ms/step >22, 185/693, d1=0.623, d2=0.581 g=0.907 2/2 [==============================] - 0s 16ms/step >22, 186/693, d1=0.672, d2=0.701 g=0.887 2/2 [==============================] - 0s 18ms/step >22, 187/693, d1=0.581, d2=0.607 g=0.946 2/2 [==============================] - 0s 16ms/step >22, 188/693, d1=0.690, d2=0.649 g=0.938 2/2 [==============================] - 0s 16ms/step >22, 189/693, d1=0.624, d2=0.628 g=0.896 2/2 [==============================] - 0s 17ms/step >22, 190/693, d1=0.659, d2=0.655 g=0.910 2/2 [==============================] - 0s 17ms/step >22, 191/693, d1=0.582, d2=0.582 g=0.950 2/2 [==============================] - 0s 17ms/step >22, 192/693, d1=0.597, d2=0.649 g=0.981 2/2 [==============================] - 0s 17ms/step >22, 193/693, d1=0.697, d2=0.642 g=0.936 2/2 [==============================] - 0s 18ms/step >22, 194/693, d1=0.614, d2=0.612 g=0.981 2/2 [==============================] - 0s 17ms/step >22, 195/693, d1=0.667, d2=0.636 g=0.951 2/2 [==============================] - 0s 17ms/step >22, 196/693, d1=0.678, d2=0.643 g=0.963 2/2 [==============================] - 0s 17ms/step >22, 197/693, d1=0.618, d2=0.639 g=0.939 2/2 [==============================] - 0s 19ms/step >22, 198/693, d1=0.629, d2=0.676 g=0.971 2/2 [==============================] - 0s 17ms/step >22, 199/693, d1=0.623, d2=0.639 g=1.020 2/2 [==============================] - 0s 16ms/step >22, 200/693, d1=0.635, d2=0.574 g=0.942 2/2 [==============================] - 0s 17ms/step >22, 201/693, d1=0.665, d2=0.545 g=0.965 2/2 [==============================] - 0s 16ms/step >22, 202/693, d1=0.679, d2=0.584 g=0.885 2/2 [==============================] - 0s 17ms/step >22, 203/693, d1=0.603, d2=0.643 g=0.914 2/2 [==============================] - 0s 18ms/step >22, 204/693, d1=0.663, d2=0.677 g=0.960 2/2 [==============================] - 0s 17ms/step >22, 205/693, d1=0.640, d2=0.674 g=0.950 2/2 [==============================] - 0s 16ms/step >22, 206/693, d1=0.638, d2=0.611 g=0.897 2/2 [==============================] - 0s 18ms/step >22, 207/693, d1=0.646, d2=0.678 g=0.862 2/2 [==============================] - 0s 17ms/step >22, 208/693, d1=0.588, d2=0.622 g=0.940 2/2 [==============================] - 0s 16ms/step >22, 209/693, d1=0.665, d2=0.694 g=0.913 2/2 [==============================] - 0s 17ms/step >22, 210/693, d1=0.635, d2=0.641 g=0.910 2/2 [==============================] - 0s 16ms/step >22, 211/693, d1=0.651, d2=0.580 g=0.903 2/2 [==============================] - 0s 17ms/step >22, 212/693, d1=0.643, d2=0.746 g=0.883 2/2 [==============================] - 0s 16ms/step >22, 213/693, d1=0.618, d2=0.660 g=0.894 2/2 [==============================] - 0s 17ms/step >22, 214/693, d1=0.644, d2=0.583 g=0.885 2/2 [==============================] - 0s 17ms/step >22, 215/693, d1=0.619, d2=0.622 g=0.850 2/2 [==============================] - 0s 18ms/step >22, 216/693, d1=0.609, d2=0.667 g=0.972 2/2 [==============================] - 0s 17ms/step >22, 217/693, d1=0.713, d2=0.745 g=0.906 2/2 [==============================] - 0s 18ms/step >22, 218/693, d1=0.656, d2=0.629 g=0.951 2/2 [==============================] - 0s 16ms/step >22, 219/693, d1=0.607, d2=0.602 g=0.933 2/2 [==============================] - 0s 16ms/step >22, 220/693, d1=0.581, d2=0.599 g=0.877 2/2 [==============================] - 0s 17ms/step >22, 221/693, d1=0.614, d2=0.637 g=0.980 2/2 [==============================] - 0s 17ms/step >22, 222/693, d1=0.556, d2=0.613 g=1.006 2/2 [==============================] - 0s 17ms/step >22, 223/693, d1=0.646, d2=0.589 g=0.904 2/2 [==============================] - 0s 17ms/step >22, 224/693, d1=0.658, d2=0.655 g=0.914 2/2 [==============================] - 0s 18ms/step >22, 225/693, d1=0.664, d2=0.552 g=1.006 2/2 [==============================] - 0s 17ms/step >22, 226/693, d1=0.578, d2=0.543 g=1.031 2/2 [==============================] - 0s 18ms/step >22, 227/693, d1=0.640, d2=0.604 g=1.056 2/2 [==============================] - 0s 16ms/step >22, 228/693, d1=0.575, d2=0.551 g=1.140 2/2 [==============================] - 0s 16ms/step >22, 229/693, d1=0.610, d2=0.665 g=0.938 2/2 [==============================] - 0s 17ms/step >22, 230/693, d1=0.585, d2=0.684 g=1.276 2/2 [==============================] - 0s 19ms/step >22, 231/693, d1=0.638, d2=0.471 g=1.261 2/2 [==============================] - 0s 17ms/step >22, 232/693, d1=0.623, d2=0.484 g=1.277 2/2 [==============================] - 0s 19ms/step >22, 233/693, d1=0.550, d2=0.447 g=1.238 2/2 [==============================] - 0s 16ms/step >22, 234/693, d1=0.589, d2=0.557 g=1.021 2/2 [==============================] - 0s 17ms/step >22, 235/693, d1=0.567, d2=0.674 g=1.018 2/2 [==============================] - 0s 18ms/step >22, 236/693, d1=0.529, d2=0.801 g=1.047 2/2 [==============================] - 0s 19ms/step >22, 237/693, d1=0.561, d2=0.557 g=1.007 2/2 [==============================] - 0s 17ms/step >22, 238/693, d1=0.626, d2=0.627 g=1.074 2/2 [==============================] - 0s 18ms/step >22, 239/693, d1=0.614, d2=0.619 g=1.025 2/2 [==============================] - 0s 20ms/step >22, 240/693, d1=0.590, d2=0.637 g=0.972 2/2 [==============================] - 0s 17ms/step >22, 241/693, d1=0.611, d2=0.577 g=0.979 2/2 [==============================] - 0s 17ms/step >22, 242/693, d1=0.647, d2=0.559 g=0.962 2/2 [==============================] - 0s 17ms/step >22, 243/693, d1=0.612, d2=0.683 g=0.960 2/2 [==============================] - 0s 18ms/step >22, 244/693, d1=0.662, d2=0.596 g=0.959 2/2 [==============================] - 0s 17ms/step >22, 245/693, d1=0.747, d2=0.603 g=0.883 2/2 [==============================] - 0s 17ms/step >22, 246/693, d1=0.688, d2=0.642 g=0.932 2/2 [==============================] - 0s 17ms/step >22, 247/693, d1=0.607, d2=0.659 g=0.915 2/2 [==============================] - 0s 17ms/step >22, 248/693, d1=0.579, d2=0.649 g=0.899 2/2 [==============================] - 0s 17ms/step >22, 249/693, d1=0.644, d2=0.611 g=0.953 2/2 [==============================] - 0s 17ms/step >22, 250/693, d1=0.684, d2=0.658 g=0.932 2/2 [==============================] - 0s 18ms/step >22, 251/693, d1=0.636, d2=0.622 g=0.899 2/2 [==============================] - 0s 18ms/step >22, 252/693, d1=0.638, d2=0.691 g=0.862 2/2 [==============================] - 0s 17ms/step >22, 253/693, d1=0.550, d2=0.658 g=0.989 2/2 [==============================] - 0s 18ms/step >22, 254/693, d1=0.624, d2=0.624 g=0.983 2/2 [==============================] - 0s 17ms/step >22, 255/693, d1=0.650, d2=0.616 g=0.956 2/2 [==============================] - 0s 17ms/step >22, 256/693, d1=0.637, d2=0.646 g=0.935 2/2 [==============================] - 0s 17ms/step >22, 257/693, d1=0.692, d2=0.627 g=0.942 2/2 [==============================] - 0s 17ms/step >22, 258/693, d1=0.577, d2=0.655 g=0.977 2/2 [==============================] - 0s 19ms/step >22, 259/693, d1=0.598, d2=0.591 g=0.883 2/2 [==============================] - 0s 17ms/step >22, 260/693, d1=0.582, d2=0.585 g=0.882 2/2 [==============================] - 0s 17ms/step >22, 261/693, d1=0.670, d2=0.626 g=0.913 2/2 [==============================] - 0s 17ms/step >22, 262/693, d1=0.597, d2=0.703 g=0.990 2/2 [==============================] - 0s 16ms/step >22, 263/693, d1=0.608, d2=0.627 g=1.025 2/2 [==============================] - 0s 18ms/step >22, 264/693, d1=0.630, d2=0.559 g=0.991 2/2 [==============================] - 0s 19ms/step >22, 265/693, d1=0.638, d2=0.545 g=0.996 2/2 [==============================] - 0s 17ms/step >22, 266/693, d1=0.499, d2=0.575 g=0.931 2/2 [==============================] - 0s 17ms/step >22, 267/693, d1=0.644, d2=0.654 g=0.890 2/2 [==============================] - 0s 17ms/step >22, 268/693, d1=0.637, d2=0.691 g=0.919 2/2 [==============================] - 0s 20ms/step >22, 269/693, d1=0.646, d2=0.659 g=0.879 2/2 [==============================] - 0s 17ms/step >22, 270/693, d1=0.635, d2=0.582 g=0.906 2/2 [==============================] - 0s 20ms/step >22, 271/693, d1=0.568, d2=0.676 g=0.928 2/2 [==============================] - 0s 19ms/step >22, 272/693, d1=0.623, d2=0.676 g=0.944 2/2 [==============================] - 0s 19ms/step >22, 273/693, d1=0.594, d2=0.580 g=0.903 2/2 [==============================] - 0s 18ms/step >22, 274/693, d1=0.643, d2=0.593 g=0.925 2/2 [==============================] - 0s 19ms/step >22, 275/693, d1=0.612, d2=0.646 g=0.878 2/2 [==============================] - 0s 20ms/step >22, 276/693, d1=0.611, d2=0.686 g=0.934 2/2 [==============================] - 0s 18ms/step >22, 277/693, d1=0.623, d2=0.635 g=0.968 2/2 [==============================] - 0s 16ms/step >22, 278/693, d1=0.645, d2=0.678 g=0.912 2/2 [==============================] - 0s 20ms/step >22, 279/693, d1=0.579, d2=0.574 g=1.007 2/2 [==============================] - 0s 19ms/step >22, 280/693, d1=0.659, d2=0.649 g=1.018 2/2 [==============================] - 0s 18ms/step >22, 281/693, d1=0.688, d2=0.601 g=0.871 2/2 [==============================] - 0s 19ms/step >22, 282/693, d1=0.593, d2=0.644 g=0.917 2/2 [==============================] - 0s 20ms/step >22, 283/693, d1=0.716, d2=0.688 g=0.963 2/2 [==============================] - 0s 19ms/step >22, 284/693, d1=0.562, d2=0.585 g=0.959 2/2 [==============================] - 0s 20ms/step >22, 285/693, d1=0.587, d2=0.639 g=0.962 2/2 [==============================] - 0s 19ms/step >22, 286/693, d1=0.580, d2=0.659 g=0.967 2/2 [==============================] - 0s 20ms/step >22, 287/693, d1=0.697, d2=0.618 g=0.937 2/2 [==============================] - 0s 20ms/step >22, 288/693, d1=0.630, d2=0.583 g=0.903 2/2 [==============================] - 0s 21ms/step >22, 289/693, d1=0.539, d2=0.669 g=0.959 2/2 [==============================] - 0s 18ms/step >22, 290/693, d1=0.665, d2=0.606 g=0.879 2/2 [==============================] - 0s 19ms/step >22, 291/693, d1=0.658, d2=0.650 g=0.854 2/2 [==============================] - 0s 20ms/step >22, 292/693, d1=0.516, d2=0.722 g=0.917 2/2 [==============================] - 0s 20ms/step >22, 293/693, d1=0.684, d2=0.579 g=0.907 2/2 [==============================] - 0s 20ms/step >22, 294/693, d1=0.674, d2=0.615 g=0.933 2/2 [==============================] - 0s 20ms/step >22, 295/693, d1=0.649, d2=0.676 g=0.932 2/2 [==============================] - 0s 20ms/step >22, 296/693, d1=0.654, d2=0.708 g=0.901 2/2 [==============================] - 0s 20ms/step >22, 297/693, d1=0.661, d2=0.586 g=0.961 2/2 [==============================] - 0s 21ms/step >22, 298/693, d1=0.604, d2=0.619 g=1.024 2/2 [==============================] - 0s 20ms/step >22, 299/693, d1=0.677, d2=0.550 g=0.937 2/2 [==============================] - 0s 19ms/step >22, 300/693, d1=0.666, d2=0.616 g=0.919 2/2 [==============================] - 0s 23ms/step >22, 301/693, d1=0.608, d2=0.621 g=0.877 2/2 [==============================] - 0s 16ms/step >22, 302/693, d1=0.707, d2=0.644 g=0.912 2/2 [==============================] - 0s 16ms/step >22, 303/693, d1=0.654, d2=0.627 g=0.887 2/2 [==============================] - 0s 17ms/step >22, 304/693, d1=0.621, d2=0.591 g=0.996 2/2 [==============================] - 0s 21ms/step >22, 305/693, d1=0.708, d2=0.577 g=0.981 2/2 [==============================] - 0s 17ms/step >22, 306/693, d1=0.614, d2=0.691 g=0.935 2/2 [==============================] - 0s 19ms/step >22, 307/693, d1=0.642, d2=0.624 g=0.892 2/2 [==============================] - 0s 19ms/step >22, 308/693, d1=0.647, d2=0.664 g=0.953 2/2 [==============================] - 0s 17ms/step >22, 309/693, d1=0.609, d2=0.704 g=1.065 2/2 [==============================] - 0s 16ms/step >22, 310/693, d1=0.598, d2=0.568 g=1.018 2/2 [==============================] - 0s 19ms/step >22, 311/693, d1=0.568, d2=0.559 g=0.973 2/2 [==============================] - 0s 17ms/step >22, 312/693, d1=0.623, d2=0.598 g=0.951 2/2 [==============================] - 0s 16ms/step >22, 313/693, d1=0.598, d2=0.590 g=0.925 2/2 [==============================] - 0s 16ms/step >22, 314/693, d1=0.667, d2=0.595 g=0.901 2/2 [==============================] - 0s 17ms/step >22, 315/693, d1=0.487, d2=0.693 g=0.963 2/2 [==============================] - 0s 16ms/step >22, 316/693, d1=0.584, d2=0.631 g=0.978 2/2 [==============================] - 0s 18ms/step >22, 317/693, d1=0.604, d2=0.677 g=1.002 2/2 [==============================] - 0s 16ms/step >22, 318/693, d1=0.653, d2=0.579 g=1.054 2/2 [==============================] - 0s 17ms/step >22, 319/693, d1=0.667, d2=0.622 g=1.065 2/2 [==============================] - 0s 16ms/step >22, 320/693, d1=0.679, d2=0.575 g=0.962 2/2 [==============================] - 0s 16ms/step >22, 321/693, d1=0.575, d2=0.593 g=0.953 2/2 [==============================] - 0s 17ms/step >22, 322/693, d1=0.569, d2=0.666 g=1.013 2/2 [==============================] - 0s 16ms/step >22, 323/693, d1=0.614, d2=0.555 g=0.953 2/2 [==============================] - 0s 17ms/step >22, 324/693, d1=0.655, d2=0.586 g=0.952 2/2 [==============================] - 0s 17ms/step >22, 325/693, d1=0.593, d2=0.642 g=0.954 2/2 [==============================] - 0s 18ms/step >22, 326/693, d1=0.665, d2=0.677 g=0.969 2/2 [==============================] - 0s 18ms/step >22, 327/693, d1=0.623, d2=0.624 g=0.954 2/2 [==============================] - 0s 16ms/step >22, 328/693, d1=0.645, d2=0.641 g=0.987 2/2 [==============================] - 0s 18ms/step >22, 329/693, d1=0.637, d2=0.622 g=0.970 2/2 [==============================] - 0s 18ms/step >22, 330/693, d1=0.628, d2=0.652 g=0.934 2/2 [==============================] - 0s 17ms/step >22, 331/693, d1=0.624, d2=0.592 g=0.911 2/2 [==============================] - 0s 17ms/step >22, 332/693, d1=0.648, d2=0.588 g=0.928 2/2 [==============================] - 0s 17ms/step >22, 333/693, d1=0.630, d2=0.676 g=0.910 2/2 [==============================] - 0s 17ms/step >22, 334/693, d1=0.553, d2=0.677 g=1.056 2/2 [==============================] - 0s 17ms/step >22, 335/693, d1=0.658, d2=0.596 g=0.933 2/2 [==============================] - 0s 16ms/step >22, 336/693, d1=0.710, d2=0.621 g=0.918 2/2 [==============================] - 0s 16ms/step >22, 337/693, d1=0.717, d2=0.619 g=0.991 2/2 [==============================] - 0s 17ms/step >22, 338/693, d1=0.688, d2=0.682 g=0.936 2/2 [==============================] - 0s 16ms/step >22, 339/693, d1=0.648, d2=0.689 g=0.903 2/2 [==============================] - 0s 19ms/step >22, 340/693, d1=0.629, d2=0.625 g=0.937 2/2 [==============================] - 0s 16ms/step >22, 341/693, d1=0.580, d2=0.621 g=0.937 2/2 [==============================] - 0s 18ms/step >22, 342/693, d1=0.594, d2=0.653 g=0.924 2/2 [==============================] - 0s 16ms/step >22, 343/693, d1=0.638, d2=0.631 g=0.939 2/2 [==============================] - 0s 20ms/step >22, 344/693, d1=0.568, d2=0.621 g=0.953 2/2 [==============================] - 0s 18ms/step >22, 345/693, d1=0.653, d2=0.618 g=0.901 2/2 [==============================] - 0s 17ms/step >22, 346/693, d1=0.583, d2=0.625 g=0.912 2/2 [==============================] - 0s 18ms/step >22, 347/693, d1=0.669, d2=0.561 g=0.921 2/2 [==============================] - 0s 17ms/step >22, 348/693, d1=0.608, d2=0.621 g=0.932 2/2 [==============================] - 0s 18ms/step >22, 349/693, d1=0.622, d2=0.676 g=0.913 2/2 [==============================] - 0s 19ms/step >22, 350/693, d1=0.628, d2=0.692 g=0.938 2/2 [==============================] - 0s 17ms/step >22, 351/693, d1=0.595, d2=0.669 g=0.928 2/2 [==============================] - 0s 17ms/step >22, 352/693, d1=0.595, d2=0.607 g=0.969 2/2 [==============================] - 0s 18ms/step >22, 353/693, d1=0.667, d2=0.580 g=0.972 2/2 [==============================] - 0s 19ms/step >22, 354/693, d1=0.647, d2=0.607 g=0.992 2/2 [==============================] - 0s 17ms/step >22, 355/693, d1=0.654, d2=0.574 g=0.919 2/2 [==============================] - 0s 18ms/step >22, 356/693, d1=0.639, d2=0.685 g=0.887 2/2 [==============================] - 0s 21ms/step >22, 357/693, d1=0.661, d2=0.656 g=0.903 2/2 [==============================] - 0s 20ms/step >22, 358/693, d1=0.642, d2=0.613 g=0.884 2/2 [==============================] - 0s 18ms/step >22, 359/693, d1=0.624, d2=0.678 g=0.923 2/2 [==============================] - 0s 18ms/step >22, 360/693, d1=0.643, d2=0.625 g=0.915 2/2 [==============================] - 0s 17ms/step >22, 361/693, d1=0.653, d2=0.653 g=0.835 2/2 [==============================] - 0s 18ms/step >22, 362/693, d1=0.635, d2=0.623 g=0.858 2/2 [==============================] - 0s 18ms/step >22, 363/693, d1=0.585, d2=0.681 g=0.881 2/2 [==============================] - 0s 19ms/step >22, 364/693, d1=0.541, d2=0.661 g=0.878 2/2 [==============================] - 0s 17ms/step >22, 365/693, d1=0.622, d2=0.696 g=0.974 2/2 [==============================] - 0s 16ms/step >22, 366/693, d1=0.679, d2=0.655 g=1.014 2/2 [==============================] - 0s 18ms/step >22, 367/693, d1=0.683, d2=0.598 g=1.023 2/2 [==============================] - 0s 18ms/step >22, 368/693, d1=0.665, d2=0.648 g=0.916 2/2 [==============================] - 0s 18ms/step >22, 369/693, d1=0.695, d2=0.591 g=0.899 2/2 [==============================] - 0s 16ms/step >22, 370/693, d1=0.637, d2=0.675 g=0.940 2/2 [==============================] - 0s 18ms/step >22, 371/693, d1=0.608, d2=0.594 g=0.978 2/2 [==============================] - 0s 17ms/step >22, 372/693, d1=0.690, d2=0.574 g=0.950 2/2 [==============================] - 0s 17ms/step >22, 373/693, d1=0.571, d2=0.577 g=0.987 2/2 [==============================] - 0s 17ms/step >22, 374/693, d1=0.680, d2=0.643 g=0.909 2/2 [==============================] - 0s 17ms/step >22, 375/693, d1=0.596, d2=0.643 g=0.919 2/2 [==============================] - 0s 18ms/step >22, 376/693, d1=0.640, d2=0.633 g=0.930 2/2 [==============================] - 0s 18ms/step >22, 377/693, d1=0.624, d2=0.610 g=0.943 2/2 [==============================] - 0s 16ms/step >22, 378/693, d1=0.647, d2=0.630 g=0.885 2/2 [==============================] - 0s 19ms/step >22, 379/693, d1=0.606, d2=0.609 g=0.957 2/2 [==============================] - 0s 18ms/step >22, 380/693, d1=0.609, d2=0.686 g=0.920 2/2 [==============================] - 0s 17ms/step >22, 381/693, d1=0.710, d2=0.669 g=0.993 2/2 [==============================] - 0s 19ms/step >22, 382/693, d1=0.621, d2=0.602 g=0.898 2/2 [==============================] - 0s 19ms/step >22, 383/693, d1=0.613, d2=0.596 g=0.928 2/2 [==============================] - 0s 19ms/step >22, 384/693, d1=0.648, d2=0.649 g=0.914 2/2 [==============================] - 0s 18ms/step >22, 385/693, d1=0.650, d2=0.571 g=0.973 2/2 [==============================] - 0s 19ms/step >22, 386/693, d1=0.669, d2=0.582 g=0.939 2/2 [==============================] - 0s 18ms/step >22, 387/693, d1=0.652, d2=0.591 g=0.895 2/2 [==============================] - 0s 18ms/step >22, 388/693, d1=0.637, d2=0.647 g=0.941 2/2 [==============================] - 0s 18ms/step >22, 389/693, d1=0.685, d2=0.629 g=0.897 2/2 [==============================] - 0s 16ms/step >22, 390/693, d1=0.568, d2=0.630 g=0.941 2/2 [==============================] - 0s 18ms/step >22, 391/693, d1=0.602, d2=0.645 g=0.917 2/2 [==============================] - 0s 20ms/step >22, 392/693, d1=0.608, d2=0.602 g=0.885 2/2 [==============================] - 0s 19ms/step >22, 393/693, d1=0.666, d2=0.606 g=0.812 2/2 [==============================] - 0s 17ms/step >22, 394/693, d1=0.568, d2=0.630 g=0.944 2/2 [==============================] - 0s 17ms/step >22, 395/693, d1=0.578, d2=0.687 g=0.998 2/2 [==============================] - 0s 17ms/step >22, 396/693, d1=0.639, d2=0.572 g=0.996 2/2 [==============================] - 0s 17ms/step >22, 397/693, d1=0.614, d2=0.582 g=1.011 2/2 [==============================] - 0s 17ms/step >22, 398/693, d1=0.618, d2=0.580 g=0.953 2/2 [==============================] - 0s 16ms/step >22, 399/693, d1=0.643, d2=0.652 g=0.978 2/2 [==============================] - 0s 17ms/step >22, 400/693, d1=0.697, d2=0.684 g=0.986 2/2 [==============================] - 0s 16ms/step >22, 401/693, d1=0.669, d2=0.683 g=0.965 2/2 [==============================] - 0s 17ms/step >22, 402/693, d1=0.648, d2=0.652 g=0.936 2/2 [==============================] - 0s 18ms/step >22, 403/693, d1=0.600, d2=0.666 g=0.915 2/2 [==============================] - 0s 18ms/step >22, 404/693, d1=0.629, d2=0.618 g=0.921 2/2 [==============================] - 0s 17ms/step >22, 405/693, d1=0.603, d2=0.569 g=0.936 2/2 [==============================] - 0s 17ms/step >22, 406/693, d1=0.641, d2=0.639 g=0.993 2/2 [==============================] - 0s 16ms/step >22, 407/693, d1=0.618, d2=0.674 g=0.931 2/2 [==============================] - 0s 17ms/step >22, 408/693, d1=0.606, d2=0.591 g=0.961 2/2 [==============================] - 0s 17ms/step >22, 409/693, d1=0.631, d2=0.632 g=0.928 2/2 [==============================] - 0s 17ms/step >22, 410/693, d1=0.639, d2=0.663 g=0.947 2/2 [==============================] - 0s 18ms/step >22, 411/693, d1=0.628, d2=0.620 g=0.986 2/2 [==============================] - 0s 17ms/step >22, 412/693, d1=0.603, d2=0.584 g=0.981 2/2 [==============================] - 0s 19ms/step >22, 413/693, d1=0.668, d2=0.556 g=0.897 2/2 [==============================] - 0s 17ms/step >22, 414/693, d1=0.631, d2=0.567 g=0.894 2/2 [==============================] - 0s 17ms/step >22, 415/693, d1=0.564, d2=0.657 g=0.960 2/2 [==============================] - 0s 17ms/step >22, 416/693, d1=0.570, d2=0.624 g=0.966 2/2 [==============================] - 0s 17ms/step >22, 417/693, d1=0.620, d2=0.685 g=0.939 2/2 [==============================] - 0s 17ms/step >22, 418/693, d1=0.609, d2=0.668 g=0.979 2/2 [==============================] - 0s 18ms/step >22, 419/693, d1=0.581, d2=0.582 g=0.961 2/2 [==============================] - 0s 18ms/step >22, 420/693, d1=0.614, d2=0.614 g=0.965 2/2 [==============================] - 0s 18ms/step >22, 421/693, d1=0.643, d2=0.557 g=0.935 2/2 [==============================] - 0s 17ms/step >22, 422/693, d1=0.555, d2=0.702 g=0.988 2/2 [==============================] - 0s 17ms/step >22, 423/693, d1=0.653, d2=0.565 g=1.078 2/2 [==============================] - 0s 18ms/step >22, 424/693, d1=0.666, d2=0.541 g=1.036 2/2 [==============================] - 0s 16ms/step >22, 425/693, d1=0.649, d2=0.626 g=0.997 2/2 [==============================] - 0s 17ms/step >22, 426/693, d1=0.638, d2=0.593 g=0.994 2/2 [==============================] - 0s 18ms/step >22, 427/693, d1=0.677, d2=0.654 g=0.979 2/2 [==============================] - 0s 17ms/step >22, 428/693, d1=0.671, d2=0.667 g=0.920 2/2 [==============================] - 0s 16ms/step >22, 429/693, d1=0.611, d2=0.602 g=1.006 2/2 [==============================] - 0s 17ms/step >22, 430/693, d1=0.595, d2=0.638 g=0.973 2/2 [==============================] - 0s 16ms/step >22, 431/693, d1=0.637, d2=0.593 g=1.012 2/2 [==============================] - 0s 16ms/step >22, 432/693, d1=0.639, d2=0.592 g=0.998 2/2 [==============================] - 0s 17ms/step >22, 433/693, d1=0.645, d2=0.731 g=0.948 2/2 [==============================] - 0s 17ms/step >22, 434/693, d1=0.585, d2=0.657 g=0.901 2/2 [==============================] - 0s 16ms/step >22, 435/693, d1=0.665, d2=0.621 g=0.925 2/2 [==============================] - 0s 18ms/step >22, 436/693, d1=0.638, d2=0.590 g=0.993 2/2 [==============================] - 0s 16ms/step >22, 437/693, d1=0.619, d2=0.607 g=0.960 2/2 [==============================] - 0s 16ms/step >22, 438/693, d1=0.581, d2=0.620 g=0.932 2/2 [==============================] - 0s 16ms/step >22, 439/693, d1=0.625, d2=0.636 g=0.878 2/2 [==============================] - 0s 17ms/step >22, 440/693, d1=0.569, d2=0.595 g=0.924 2/2 [==============================] - 0s 17ms/step >22, 441/693, d1=0.566, d2=0.603 g=0.925 2/2 [==============================] - 0s 17ms/step >22, 442/693, d1=0.605, d2=0.613 g=0.984 2/2 [==============================] - 0s 17ms/step >22, 443/693, d1=0.669, d2=0.614 g=1.009 2/2 [==============================] - 0s 18ms/step >22, 444/693, d1=0.609, d2=0.619 g=0.936 2/2 [==============================] - 0s 17ms/step >22, 445/693, d1=0.553, d2=0.649 g=0.987 2/2 [==============================] - 0s 16ms/step >22, 446/693, d1=0.658, d2=0.554 g=0.924 2/2 [==============================] - 0s 16ms/step >22, 447/693, d1=0.636, d2=0.576 g=1.069 2/2 [==============================] - 0s 16ms/step >22, 448/693, d1=0.661, d2=0.454 g=1.341 2/2 [==============================] - 0s 17ms/step >22, 449/693, d1=0.584, d2=0.517 g=1.167 2/2 [==============================] - 0s 17ms/step >22, 450/693, d1=0.600, d2=0.540 g=1.113 2/2 [==============================] - 0s 17ms/step >22, 451/693, d1=0.609, d2=0.561 g=1.062 2/2 [==============================] - 0s 18ms/step >22, 452/693, d1=0.537, d2=0.703 g=1.002 2/2 [==============================] - 0s 17ms/step >22, 453/693, d1=0.624, d2=0.729 g=0.988 2/2 [==============================] - 0s 16ms/step >22, 454/693, d1=0.588, d2=0.617 g=1.031 2/2 [==============================] - 0s 17ms/step >22, 455/693, d1=0.596, d2=0.633 g=0.992 2/2 [==============================] - 0s 17ms/step >22, 456/693, d1=0.588, d2=0.620 g=0.979 2/2 [==============================] - 0s 18ms/step >22, 457/693, d1=0.700, d2=0.634 g=1.031 2/2 [==============================] - 0s 16ms/step >22, 458/693, d1=0.656, d2=0.610 g=0.984 2/2 [==============================] - 0s 17ms/step >22, 459/693, d1=0.654, d2=0.698 g=0.925 2/2 [==============================] - 0s 17ms/step >22, 460/693, d1=0.602, d2=0.623 g=0.885 2/2 [==============================] - 0s 17ms/step >22, 461/693, d1=0.521, d2=0.684 g=0.935 2/2 [==============================] - 0s 17ms/step >22, 462/693, d1=0.616, d2=0.622 g=0.955 2/2 [==============================] - 0s 20ms/step >22, 463/693, d1=0.581, d2=0.568 g=0.986 2/2 [==============================] - 0s 18ms/step >22, 464/693, d1=0.584, d2=0.629 g=0.913 2/2 [==============================] - 0s 18ms/step >22, 465/693, d1=0.671, d2=0.644 g=0.983 2/2 [==============================] - 0s 18ms/step >22, 466/693, d1=0.664, d2=0.637 g=0.990 2/2 [==============================] - 0s 17ms/step >22, 467/693, d1=0.696, d2=0.706 g=0.921 2/2 [==============================] - 0s 17ms/step >22, 468/693, d1=0.619, d2=0.622 g=0.978 2/2 [==============================] - 0s 19ms/step >22, 469/693, d1=0.675, d2=0.624 g=0.996 2/2 [==============================] - 0s 18ms/step >22, 470/693, d1=0.627, d2=0.626 g=0.951 2/2 [==============================] - 0s 17ms/step >22, 471/693, d1=0.648, d2=0.703 g=0.950 2/2 [==============================] - 0s 18ms/step >22, 472/693, d1=0.602, d2=0.648 g=1.018 2/2 [==============================] - 0s 16ms/step >22, 473/693, d1=0.635, d2=0.585 g=1.014 2/2 [==============================] - 0s 18ms/step >22, 474/693, d1=0.717, d2=0.544 g=0.974 2/2 [==============================] - 0s 17ms/step >22, 475/693, d1=0.699, d2=0.519 g=0.887 2/2 [==============================] - 0s 17ms/step >22, 476/693, d1=0.612, d2=0.673 g=0.954 2/2 [==============================] - 0s 17ms/step >22, 477/693, d1=0.669, d2=0.737 g=0.943 2/2 [==============================] - 0s 18ms/step >22, 478/693, d1=0.620, d2=0.584 g=0.948 2/2 [==============================] - 0s 17ms/step >22, 479/693, d1=0.609, d2=0.651 g=0.977 2/2 [==============================] - 0s 17ms/step >22, 480/693, d1=0.637, d2=0.685 g=0.977 2/2 [==============================] - 0s 18ms/step >22, 481/693, d1=0.690, d2=0.655 g=0.954 2/2 [==============================] - 0s 17ms/step >22, 482/693, d1=0.622, d2=0.607 g=0.912 2/2 [==============================] - 0s 18ms/step >22, 483/693, d1=0.587, d2=0.555 g=0.878 2/2 [==============================] - 0s 18ms/step >22, 484/693, d1=0.618, d2=0.616 g=0.895 2/2 [==============================] - 0s 17ms/step >22, 485/693, d1=0.593, d2=0.567 g=1.005 2/2 [==============================] - 0s 16ms/step >22, 486/693, d1=0.571, d2=0.613 g=0.879 2/2 [==============================] - 0s 17ms/step >22, 487/693, d1=0.574, d2=0.585 g=0.938 2/2 [==============================] - 0s 18ms/step >22, 488/693, d1=0.604, d2=0.639 g=0.893 2/2 [==============================] - 0s 18ms/step >22, 489/693, d1=0.645, d2=0.645 g=0.914 2/2 [==============================] - 0s 19ms/step >22, 490/693, d1=0.614, d2=0.673 g=0.980 2/2 [==============================] - 0s 16ms/step >22, 491/693, d1=0.593, d2=0.620 g=1.012 2/2 [==============================] - 0s 17ms/step >22, 492/693, d1=0.632, d2=0.615 g=0.990 2/2 [==============================] - 0s 16ms/step >22, 493/693, d1=0.664, d2=0.645 g=0.937 2/2 [==============================] - 0s 20ms/step >22, 494/693, d1=0.616, d2=0.605 g=0.957 2/2 [==============================] - 0s 19ms/step >22, 495/693, d1=0.621, d2=0.638 g=0.854 2/2 [==============================] - 0s 19ms/step >22, 496/693, d1=0.651, d2=0.697 g=0.885 2/2 [==============================] - 0s 18ms/step >22, 497/693, d1=0.639, d2=0.639 g=0.907 2/2 [==============================] - 0s 19ms/step >22, 498/693, d1=0.513, d2=0.649 g=0.880 2/2 [==============================] - 0s 18ms/step >22, 499/693, d1=0.593, d2=0.612 g=0.947 2/2 [==============================] - 0s 19ms/step >22, 500/693, d1=0.622, d2=0.682 g=0.864 2/2 [==============================] - 0s 19ms/step >22, 501/693, d1=0.606, d2=0.638 g=0.960 2/2 [==============================] - 0s 18ms/step >22, 502/693, d1=0.631, d2=0.715 g=0.955 2/2 [==============================] - 0s 18ms/step >22, 503/693, d1=0.651, d2=0.571 g=0.911 2/2 [==============================] - 0s 20ms/step >22, 504/693, d1=0.690, d2=0.588 g=0.991 2/2 [==============================] - 0s 18ms/step >22, 505/693, d1=0.668, d2=0.536 g=0.979 2/2 [==============================] - 0s 18ms/step >22, 506/693, d1=0.654, d2=0.709 g=0.884 2/2 [==============================] - 0s 17ms/step >22, 507/693, d1=0.579, d2=0.636 g=0.930 2/2 [==============================] - 0s 18ms/step >22, 508/693, d1=0.555, d2=0.662 g=0.964 2/2 [==============================] - 0s 18ms/step >22, 509/693, d1=0.588, d2=0.589 g=1.015 2/2 [==============================] - 0s 18ms/step >22, 510/693, d1=0.705, d2=0.591 g=1.003 2/2 [==============================] - 0s 19ms/step >22, 511/693, d1=0.674, d2=0.675 g=0.914 2/2 [==============================] - 0s 18ms/step >22, 512/693, d1=0.582, d2=0.622 g=0.980 2/2 [==============================] - 0s 18ms/step >22, 513/693, d1=0.669, d2=0.631 g=0.966 2/2 [==============================] - 0s 17ms/step >22, 514/693, d1=0.652, d2=0.579 g=0.977 2/2 [==============================] - 0s 16ms/step >22, 515/693, d1=0.643, d2=0.527 g=0.978 2/2 [==============================] - 0s 20ms/step >22, 516/693, d1=0.611, d2=0.714 g=0.930 2/2 [==============================] - 0s 18ms/step >22, 517/693, d1=0.665, d2=0.703 g=0.960 2/2 [==============================] - 0s 18ms/step >22, 518/693, d1=0.565, d2=0.634 g=0.978 2/2 [==============================] - 0s 19ms/step >22, 519/693, d1=0.663, d2=0.660 g=0.910 2/2 [==============================] - 0s 18ms/step >22, 520/693, d1=0.678, d2=0.647 g=0.932 2/2 [==============================] - 0s 19ms/step >22, 521/693, d1=0.592, d2=0.656 g=0.907 2/2 [==============================] - 0s 19ms/step >22, 522/693, d1=0.624, d2=0.650 g=0.949 2/2 [==============================] - 0s 18ms/step >22, 523/693, d1=0.663, d2=0.616 g=0.998 2/2 [==============================] - 0s 18ms/step >22, 524/693, d1=0.624, d2=0.593 g=1.019 2/2 [==============================] - 0s 18ms/step >22, 525/693, d1=0.667, d2=0.567 g=0.958 2/2 [==============================] - 0s 18ms/step >22, 526/693, d1=0.668, d2=0.622 g=0.960 2/2 [==============================] - 0s 18ms/step >22, 527/693, d1=0.665, d2=0.610 g=0.976 2/2 [==============================] - 0s 18ms/step >22, 528/693, d1=0.574, d2=0.648 g=0.995 2/2 [==============================] - 0s 18ms/step >22, 529/693, d1=0.639, d2=0.653 g=0.954 2/2 [==============================] - 0s 18ms/step >22, 530/693, d1=0.690, d2=0.672 g=0.974 2/2 [==============================] - 0s 19ms/step >22, 531/693, d1=0.615, d2=0.568 g=0.940 2/2 [==============================] - 0s 21ms/step >22, 532/693, d1=0.621, d2=0.605 g=0.985 2/2 [==============================] - 0s 18ms/step >22, 533/693, d1=0.604, d2=0.615 g=0.945 2/2 [==============================] - 0s 16ms/step >22, 534/693, d1=0.692, d2=0.670 g=1.052 2/2 [==============================] - 0s 19ms/step >22, 535/693, d1=0.635, d2=0.645 g=1.106 2/2 [==============================] - 0s 17ms/step >22, 536/693, d1=0.740, d2=0.544 g=1.116 2/2 [==============================] - 0s 17ms/step >22, 537/693, d1=0.596, d2=0.486 g=1.037 2/2 [==============================] - 0s 19ms/step >22, 538/693, d1=0.620, d2=0.706 g=0.884 2/2 [==============================] - 0s 19ms/step >22, 539/693, d1=0.602, d2=0.598 g=1.089 2/2 [==============================] - 0s 18ms/step >22, 540/693, d1=0.677, d2=0.488 g=1.165 2/2 [==============================] - 0s 19ms/step >22, 541/693, d1=0.663, d2=0.533 g=1.126 2/2 [==============================] - 0s 18ms/step >22, 542/693, d1=0.655, d2=0.618 g=0.946 2/2 [==============================] - 0s 17ms/step >22, 543/693, d1=0.527, d2=0.650 g=0.983 2/2 [==============================] - 0s 18ms/step >22, 544/693, d1=0.632, d2=0.640 g=1.025 2/2 [==============================] - 0s 19ms/step >22, 545/693, d1=0.644, d2=0.562 g=1.065 2/2 [==============================] - 0s 21ms/step >22, 546/693, d1=0.614, d2=0.582 g=0.933 2/2 [==============================] - 0s 20ms/step >22, 547/693, d1=0.565, d2=0.549 g=0.949 2/2 [==============================] - 0s 19ms/step >22, 548/693, d1=0.562, d2=0.613 g=1.049 2/2 [==============================] - 0s 18ms/step >22, 549/693, d1=0.600, d2=0.652 g=0.943 2/2 [==============================] - 0s 20ms/step >22, 550/693, d1=0.579, d2=0.657 g=0.964 2/2 [==============================] - 0s 20ms/step >22, 551/693, d1=0.590, d2=0.659 g=1.028 2/2 [==============================] - 0s 17ms/step >22, 552/693, d1=0.632, d2=0.622 g=1.045 2/2 [==============================] - 0s 19ms/step >22, 553/693, d1=0.650, d2=0.604 g=1.026 2/2 [==============================] - 0s 18ms/step >22, 554/693, d1=0.589, d2=0.651 g=0.954 2/2 [==============================] - 0s 17ms/step >22, 555/693, d1=0.577, d2=0.607 g=0.932 2/2 [==============================] - 0s 19ms/step >22, 556/693, d1=0.659, d2=0.590 g=0.895 2/2 [==============================] - 0s 16ms/step >22, 557/693, d1=0.584, d2=0.700 g=0.979 2/2 [==============================] - 0s 17ms/step >22, 558/693, d1=0.636, d2=0.644 g=0.954 2/2 [==============================] - 0s 18ms/step >22, 559/693, d1=0.621, d2=0.652 g=0.988 2/2 [==============================] - 0s 19ms/step >22, 560/693, d1=0.549, d2=0.621 g=1.015 2/2 [==============================] - 0s 18ms/step >22, 561/693, d1=0.622, d2=0.586 g=1.030 2/2 [==============================] - 0s 19ms/step >22, 562/693, d1=0.609, d2=0.554 g=0.974 2/2 [==============================] - 0s 16ms/step >22, 563/693, d1=0.687, d2=0.734 g=0.913 2/2 [==============================] - 0s 17ms/step >22, 564/693, d1=0.568, d2=0.581 g=0.975 2/2 [==============================] - 0s 18ms/step >22, 565/693, d1=0.639, d2=0.592 g=0.907 2/2 [==============================] - 0s 18ms/step >22, 566/693, d1=0.558, d2=0.628 g=0.972 2/2 [==============================] - 0s 17ms/step >22, 567/693, d1=0.624, d2=0.585 g=1.018 2/2 [==============================] - 0s 18ms/step >22, 568/693, d1=0.631, d2=0.584 g=0.975 2/2 [==============================] - 0s 17ms/step >22, 569/693, d1=0.613, d2=0.555 g=1.012 2/2 [==============================] - 0s 18ms/step >22, 570/693, d1=0.574, d2=0.617 g=0.974 2/2 [==============================] - 0s 20ms/step >22, 571/693, d1=0.489, d2=0.579 g=1.063 2/2 [==============================] - 0s 18ms/step >22, 572/693, d1=0.678, d2=0.566 g=0.937 2/2 [==============================] - 0s 18ms/step >22, 573/693, d1=0.616, d2=0.592 g=0.889 2/2 [==============================] - 0s 20ms/step >22, 574/693, d1=0.609, d2=0.618 g=0.993 2/2 [==============================] - 0s 18ms/step >22, 575/693, d1=0.589, d2=0.730 g=0.967 2/2 [==============================] - 0s 17ms/step >22, 576/693, d1=0.638, d2=0.713 g=1.089 2/2 [==============================] - 0s 19ms/step >22, 577/693, d1=0.659, d2=0.621 g=0.974 2/2 [==============================] - 0s 17ms/step >22, 578/693, d1=0.616, d2=0.600 g=1.032 2/2 [==============================] - 0s 19ms/step >22, 579/693, d1=0.653, d2=0.551 g=0.987 2/2 [==============================] - 0s 18ms/step >22, 580/693, d1=0.629, d2=0.673 g=0.971 2/2 [==============================] - 0s 19ms/step >22, 581/693, d1=0.657, d2=0.653 g=1.006 2/2 [==============================] - 0s 17ms/step >22, 582/693, d1=0.632, d2=0.587 g=0.961 2/2 [==============================] - 0s 16ms/step >22, 583/693, d1=0.669, d2=0.595 g=0.943 2/2 [==============================] - 0s 16ms/step >22, 584/693, d1=0.577, d2=0.618 g=0.971 2/2 [==============================] - 0s 18ms/step >22, 585/693, d1=0.624, d2=0.563 g=0.916 2/2 [==============================] - 0s 16ms/step >22, 586/693, d1=0.618, d2=0.591 g=0.941 2/2 [==============================] - 0s 18ms/step >22, 587/693, d1=0.614, d2=0.627 g=0.914 2/2 [==============================] - 0s 16ms/step >22, 588/693, d1=0.591, d2=0.630 g=0.949 2/2 [==============================] - 0s 17ms/step >22, 589/693, d1=0.625, d2=0.618 g=0.938 2/2 [==============================] - 0s 19ms/step >22, 590/693, d1=0.555, d2=0.665 g=0.978 2/2 [==============================] - 0s 16ms/step >22, 591/693, d1=0.657, d2=0.605 g=0.962 2/2 [==============================] - 0s 16ms/step >22, 592/693, d1=0.647, d2=0.618 g=1.002 2/2 [==============================] - 0s 18ms/step >22, 593/693, d1=0.567, d2=0.616 g=0.943 2/2 [==============================] - 0s 16ms/step >22, 594/693, d1=0.695, d2=0.642 g=0.939 2/2 [==============================] - 0s 17ms/step >22, 595/693, d1=0.648, d2=0.644 g=0.887 2/2 [==============================] - 0s 17ms/step >22, 596/693, d1=0.587, d2=0.612 g=1.001 2/2 [==============================] - 0s 19ms/step >22, 597/693, d1=0.570, d2=0.555 g=0.987 2/2 [==============================] - 0s 16ms/step >22, 598/693, d1=0.696, d2=0.645 g=0.967 2/2 [==============================] - 0s 17ms/step >22, 599/693, d1=0.670, d2=0.596 g=0.899 2/2 [==============================] - 0s 17ms/step >22, 600/693, d1=0.649, d2=0.610 g=0.890 2/2 [==============================] - 0s 16ms/step >22, 601/693, d1=0.633, d2=0.616 g=0.914 2/2 [==============================] - 0s 17ms/step >22, 602/693, d1=0.622, d2=0.704 g=0.885 2/2 [==============================] - 0s 16ms/step >22, 603/693, d1=0.537, d2=0.656 g=0.912 2/2 [==============================] - 0s 17ms/step >22, 604/693, d1=0.669, d2=0.586 g=0.961 2/2 [==============================] - 0s 17ms/step >22, 605/693, d1=0.652, d2=0.629 g=0.970 2/2 [==============================] - 0s 17ms/step >22, 606/693, d1=0.654, d2=0.621 g=1.009 2/2 [==============================] - 0s 16ms/step >22, 607/693, d1=0.588, d2=0.594 g=0.982 2/2 [==============================] - 0s 17ms/step >22, 608/693, d1=0.689, d2=0.576 g=0.960 2/2 [==============================] - 0s 17ms/step >22, 609/693, d1=0.594, d2=0.583 g=0.991 2/2 [==============================] - 0s 17ms/step >22, 610/693, d1=0.629, d2=0.652 g=0.914 2/2 [==============================] - 0s 16ms/step >22, 611/693, d1=0.679, d2=0.568 g=1.004 2/2 [==============================] - 0s 17ms/step >22, 612/693, d1=0.567, d2=0.584 g=1.013 2/2 [==============================] - 0s 16ms/step >22, 613/693, d1=0.619, d2=0.642 g=0.943 2/2 [==============================] - 0s 17ms/step >22, 614/693, d1=0.583, d2=0.622 g=0.916 2/2 [==============================] - 0s 17ms/step >22, 615/693, d1=0.627, d2=0.646 g=0.917 2/2 [==============================] - 0s 18ms/step >22, 616/693, d1=0.636, d2=0.645 g=0.886 2/2 [==============================] - 0s 16ms/step >22, 617/693, d1=0.620, d2=0.674 g=0.913 2/2 [==============================] - 0s 18ms/step >22, 618/693, d1=0.502, d2=0.677 g=0.934 2/2 [==============================] - 0s 16ms/step >22, 619/693, d1=0.601, d2=0.650 g=0.943 2/2 [==============================] - 0s 17ms/step >22, 620/693, d1=0.580, d2=0.653 g=1.023 2/2 [==============================] - 0s 17ms/step >22, 621/693, d1=0.733, d2=0.603 g=0.901 2/2 [==============================] - 0s 18ms/step >22, 622/693, d1=0.692, d2=0.666 g=0.904 2/2 [==============================] - 0s 19ms/step >22, 623/693, d1=0.624, d2=0.642 g=0.939 2/2 [==============================] - 0s 19ms/step >22, 624/693, d1=0.703, d2=0.587 g=0.884 2/2 [==============================] - 0s 17ms/step >22, 625/693, d1=0.624, d2=0.551 g=0.915 2/2 [==============================] - 0s 16ms/step >22, 626/693, d1=0.553, d2=0.613 g=0.928 2/2 [==============================] - 0s 18ms/step >22, 627/693, d1=0.546, d2=0.687 g=0.929 2/2 [==============================] - 0s 17ms/step >22, 628/693, d1=0.664, d2=0.623 g=0.948 2/2 [==============================] - 0s 19ms/step >22, 629/693, d1=0.640, d2=0.681 g=1.023 2/2 [==============================] - 0s 17ms/step >22, 630/693, d1=0.621, d2=0.604 g=0.943 2/2 [==============================] - 0s 17ms/step >22, 631/693, d1=0.598, d2=0.587 g=0.927 2/2 [==============================] - 0s 17ms/step >22, 632/693, d1=0.593, d2=0.621 g=0.932 2/2 [==============================] - 0s 17ms/step >22, 633/693, d1=0.651, d2=0.572 g=0.971 2/2 [==============================] - 0s 17ms/step >22, 634/693, d1=0.609, d2=0.573 g=0.977 2/2 [==============================] - 0s 16ms/step >22, 635/693, d1=0.603, d2=0.625 g=0.986 2/2 [==============================] - 0s 17ms/step >22, 636/693, d1=0.601, d2=0.629 g=0.935 2/2 [==============================] - 0s 18ms/step >22, 637/693, d1=0.668, d2=0.628 g=0.970 2/2 [==============================] - 0s 16ms/step >22, 638/693, d1=0.660, d2=0.624 g=0.928 2/2 [==============================] - 0s 18ms/step >22, 639/693, d1=0.708, d2=0.629 g=0.934 2/2 [==============================] - 0s 16ms/step >22, 640/693, d1=0.573, d2=0.652 g=1.015 2/2 [==============================] - 0s 16ms/step >22, 641/693, d1=0.649, d2=0.532 g=0.929 2/2 [==============================] - 0s 17ms/step >22, 642/693, d1=0.615, d2=0.661 g=0.906 2/2 [==============================] - 0s 15ms/step >22, 643/693, d1=0.618, d2=0.567 g=1.053 2/2 [==============================] - 0s 16ms/step >22, 644/693, d1=0.655, d2=0.605 g=1.002 2/2 [==============================] - 0s 19ms/step >22, 645/693, d1=0.570, d2=0.645 g=0.986 2/2 [==============================] - 0s 17ms/step >22, 646/693, d1=0.606, d2=0.636 g=0.974 2/2 [==============================] - 0s 16ms/step >22, 647/693, d1=0.574, d2=0.612 g=0.961 2/2 [==============================] - 0s 16ms/step >22, 648/693, d1=0.609, d2=0.582 g=1.051 2/2 [==============================] - 0s 18ms/step >22, 649/693, d1=0.605, d2=0.606 g=1.102 2/2 [==============================] - 0s 17ms/step >22, 650/693, d1=0.571, d2=0.575 g=0.914 2/2 [==============================] - 0s 16ms/step >22, 651/693, d1=0.601, d2=0.573 g=0.991 2/2 [==============================] - 0s 17ms/step >22, 652/693, d1=0.602, d2=0.618 g=0.934 2/2 [==============================] - 0s 17ms/step >22, 653/693, d1=0.652, d2=0.673 g=0.936 2/2 [==============================] - 0s 16ms/step >22, 654/693, d1=0.564, d2=0.630 g=1.036 2/2 [==============================] - 0s 18ms/step >22, 655/693, d1=0.663, d2=0.647 g=0.973 2/2 [==============================] - 0s 17ms/step >22, 656/693, d1=0.670, d2=0.621 g=1.021 2/2 [==============================] - 0s 17ms/step >22, 657/693, d1=0.599, d2=0.624 g=0.934 2/2 [==============================] - 0s 18ms/step >22, 658/693, d1=0.648, d2=0.641 g=1.038 2/2 [==============================] - 0s 19ms/step >22, 659/693, d1=0.670, d2=0.629 g=0.960 2/2 [==============================] - 0s 17ms/step >22, 660/693, d1=0.599, d2=0.663 g=0.984 2/2 [==============================] - 0s 17ms/step >22, 661/693, d1=0.628, d2=0.608 g=1.042 2/2 [==============================] - 0s 17ms/step >22, 662/693, d1=0.525, d2=0.644 g=0.982 2/2 [==============================] - 0s 17ms/step >22, 663/693, d1=0.659, d2=0.639 g=1.007 2/2 [==============================] - 0s 17ms/step >22, 664/693, d1=0.683, d2=0.535 g=1.020 2/2 [==============================] - 0s 17ms/step >22, 665/693, d1=0.650, d2=0.607 g=0.951 2/2 [==============================] - 0s 16ms/step >22, 666/693, d1=0.654, d2=0.582 g=0.965 2/2 [==============================] - 0s 17ms/step >22, 667/693, d1=0.723, d2=0.595 g=0.980 2/2 [==============================] - 0s 16ms/step >22, 668/693, d1=0.500, d2=0.659 g=0.975 2/2 [==============================] - 0s 17ms/step >22, 669/693, d1=0.651, d2=0.624 g=1.019 2/2 [==============================] - 0s 17ms/step >22, 670/693, d1=0.671, d2=0.595 g=1.004 2/2 [==============================] - 0s 17ms/step >22, 671/693, d1=0.650, d2=0.616 g=0.953 2/2 [==============================] - 0s 17ms/step >22, 672/693, d1=0.688, d2=0.609 g=0.977 2/2 [==============================] - 0s 18ms/step >22, 673/693, d1=0.597, d2=0.608 g=0.958 2/2 [==============================] - 0s 18ms/step >22, 674/693, d1=0.577, d2=0.629 g=0.990 2/2 [==============================] - 0s 17ms/step >22, 675/693, d1=0.651, d2=0.621 g=0.965 2/2 [==============================] - 0s 16ms/step >22, 676/693, d1=0.709, d2=0.644 g=0.936 2/2 [==============================] - 0s 17ms/step >22, 677/693, d1=0.575, d2=0.649 g=0.918 2/2 [==============================] - 0s 16ms/step >22, 678/693, d1=0.591, d2=0.653 g=0.925 2/2 [==============================] - 0s 19ms/step >22, 679/693, d1=0.596, d2=0.538 g=0.941 2/2 [==============================] - 0s 16ms/step >22, 680/693, d1=0.575, d2=0.611 g=0.970 2/2 [==============================] - 0s 17ms/step >22, 681/693, d1=0.642, d2=0.582 g=1.011 2/2 [==============================] - 0s 18ms/step >22, 682/693, d1=0.587, d2=0.597 g=0.940 2/2 [==============================] - 0s 16ms/step >22, 683/693, d1=0.672, d2=0.674 g=0.929 2/2 [==============================] - 0s 16ms/step >22, 684/693, d1=0.565, d2=0.659 g=0.990 2/2 [==============================] - 0s 18ms/step >22, 685/693, d1=0.603, d2=0.599 g=0.981 2/2 [==============================] - 0s 16ms/step >22, 686/693, d1=0.522, d2=0.682 g=1.027 2/2 [==============================] - 0s 17ms/step >22, 687/693, d1=0.658, d2=0.563 g=1.010 2/2 [==============================] - 0s 18ms/step >22, 688/693, d1=0.636, d2=0.636 g=1.058 2/2 [==============================] - 0s 16ms/step >22, 689/693, d1=0.739, d2=0.554 g=0.974 2/2 [==============================] - 0s 17ms/step >22, 690/693, d1=0.707, d2=0.554 g=0.986 2/2 [==============================] - 0s 18ms/step >22, 691/693, d1=0.658, d2=0.613 g=0.935 2/2 [==============================] - 0s 17ms/step >22, 692/693, d1=0.572, d2=0.655 g=0.899 2/2 [==============================] - 0s 18ms/step >22, 693/693, d1=0.615, d2=0.563 g=1.068 2/2 [==============================] - 0s 18ms/step >23, 1/693, d1=0.741, d2=0.636 g=0.928 2/2 [==============================] - 0s 17ms/step >23, 2/693, d1=0.604, d2=0.658 g=0.942 2/2 [==============================] - 0s 18ms/step >23, 3/693, d1=0.616, d2=0.610 g=0.994 2/2 [==============================] - 0s 18ms/step >23, 4/693, d1=0.595, d2=0.572 g=1.012 2/2 [==============================] - 0s 18ms/step >23, 5/693, d1=0.573, d2=0.635 g=1.016 2/2 [==============================] - 0s 17ms/step >23, 6/693, d1=0.641, d2=0.632 g=0.982 2/2 [==============================] - 0s 17ms/step >23, 7/693, d1=0.686, d2=0.612 g=0.953 2/2 [==============================] - 0s 17ms/step >23, 8/693, d1=0.665, d2=0.612 g=0.944 2/2 [==============================] - 0s 17ms/step >23, 9/693, d1=0.562, d2=0.641 g=0.964 2/2 [==============================] - 0s 16ms/step >23, 10/693, d1=0.573, d2=0.663 g=0.900 2/2 [==============================] - 0s 17ms/step >23, 11/693, d1=0.651, d2=0.627 g=0.966 2/2 [==============================] - 0s 16ms/step >23, 12/693, d1=0.685, d2=0.549 g=0.961 2/2 [==============================] - 0s 17ms/step >23, 13/693, d1=0.657, d2=0.610 g=0.927 2/2 [==============================] - 0s 17ms/step >23, 14/693, d1=0.588, d2=0.650 g=0.990 2/2 [==============================] - 0s 18ms/step >23, 15/693, d1=0.642, d2=0.565 g=0.883 2/2 [==============================] - 0s 17ms/step >23, 16/693, d1=0.588, d2=0.564 g=0.983 2/2 [==============================] - 0s 16ms/step >23, 17/693, d1=0.673, d2=0.606 g=0.891 2/2 [==============================] - 0s 16ms/step >23, 18/693, d1=0.661, d2=0.678 g=0.920 2/2 [==============================] - 0s 18ms/step >23, 19/693, d1=0.602, d2=0.640 g=0.960 2/2 [==============================] - 0s 16ms/step >23, 20/693, d1=0.619, d2=0.576 g=0.913 2/2 [==============================] - 0s 17ms/step >23, 21/693, d1=0.615, d2=0.643 g=0.926 2/2 [==============================] - 0s 17ms/step >23, 22/693, d1=0.586, d2=0.573 g=0.931 2/2 [==============================] - 0s 17ms/step >23, 23/693, d1=0.582, d2=0.671 g=0.926 2/2 [==============================] - 0s 19ms/step >23, 24/693, d1=0.593, d2=0.597 g=0.906 2/2 [==============================] - 0s 17ms/step >23, 25/693, d1=0.560, d2=0.664 g=1.024 2/2 [==============================] - 0s 17ms/step >23, 26/693, d1=0.686, d2=0.658 g=0.971 2/2 [==============================] - 0s 17ms/step >23, 27/693, d1=0.639, d2=0.721 g=1.020 2/2 [==============================] - 0s 17ms/step >23, 28/693, d1=0.617, d2=0.658 g=1.006 2/2 [==============================] - 0s 17ms/step >23, 29/693, d1=0.675, d2=0.631 g=1.014 2/2 [==============================] - 0s 18ms/step >23, 30/693, d1=0.704, d2=0.669 g=0.977 2/2 [==============================] - 0s 17ms/step >23, 31/693, d1=0.543, d2=0.623 g=1.056 2/2 [==============================] - 0s 17ms/step >23, 32/693, d1=0.591, d2=0.577 g=1.036 2/2 [==============================] - 0s 17ms/step >23, 33/693, d1=0.685, d2=0.653 g=0.959 2/2 [==============================] - 0s 18ms/step >23, 34/693, d1=0.643, d2=0.644 g=0.994 2/2 [==============================] - 0s 17ms/step >23, 35/693, d1=0.615, d2=0.620 g=0.987 2/2 [==============================] - 0s 17ms/step >23, 36/693, d1=0.613, d2=0.537 g=0.941 2/2 [==============================] - 0s 18ms/step >23, 37/693, d1=0.672, d2=0.598 g=0.912 2/2 [==============================] - 0s 16ms/step >23, 38/693, d1=0.670, d2=0.602 g=0.872 2/2 [==============================] - 0s 15ms/step >23, 39/693, d1=0.638, d2=0.660 g=0.924 2/2 [==============================] - 0s 17ms/step >23, 40/693, d1=0.581, d2=0.671 g=0.954 2/2 [==============================] - 0s 17ms/step >23, 41/693, d1=0.645, d2=0.642 g=0.925 2/2 [==============================] - 0s 16ms/step >23, 42/693, d1=0.651, d2=0.680 g=0.997 2/2 [==============================] - 0s 18ms/step >23, 43/693, d1=0.609, d2=0.595 g=0.976 2/2 [==============================] - 0s 18ms/step >23, 44/693, d1=0.619, d2=0.667 g=0.954 2/2 [==============================] - 0s 17ms/step >23, 45/693, d1=0.604, d2=0.618 g=0.978 2/2 [==============================] - 0s 16ms/step >23, 46/693, d1=0.642, d2=0.621 g=0.982 2/2 [==============================] - 0s 17ms/step >23, 47/693, d1=0.630, d2=0.631 g=0.949 2/2 [==============================] - 0s 17ms/step >23, 48/693, d1=0.640, d2=0.541 g=0.876 2/2 [==============================] - 0s 16ms/step >23, 49/693, d1=0.632, d2=0.585 g=0.933 2/2 [==============================] - 0s 17ms/step >23, 50/693, d1=0.639, d2=0.686 g=0.920 2/2 [==============================] - 0s 17ms/step >23, 51/693, d1=0.586, d2=0.611 g=1.026 2/2 [==============================] - 0s 16ms/step >23, 52/693, d1=0.596, d2=0.667 g=0.990 2/2 [==============================] - 0s 17ms/step >23, 53/693, d1=0.618, d2=0.606 g=0.993 2/2 [==============================] - 0s 17ms/step >23, 54/693, d1=0.713, d2=0.604 g=0.955 2/2 [==============================] - 0s 17ms/step >23, 55/693, d1=0.633, d2=0.644 g=0.986 2/2 [==============================] - 0s 16ms/step >23, 56/693, d1=0.636, d2=0.638 g=0.988 2/2 [==============================] - 0s 17ms/step >23, 57/693, d1=0.631, d2=0.599 g=0.983 2/2 [==============================] - 0s 16ms/step >23, 58/693, d1=0.562, d2=0.634 g=1.042 2/2 [==============================] - 0s 17ms/step >23, 59/693, d1=0.670, d2=0.698 g=0.965 2/2 [==============================] - 0s 19ms/step >23, 60/693, d1=0.615, d2=0.575 g=1.033 2/2 [==============================] - 0s 18ms/step >23, 61/693, d1=0.608, d2=0.632 g=0.973 2/2 [==============================] - 0s 18ms/step >23, 62/693, d1=0.625, d2=0.573 g=1.031 2/2 [==============================] - 0s 17ms/step >23, 63/693, d1=0.670, d2=0.602 g=0.985 2/2 [==============================] - 0s 17ms/step >23, 64/693, d1=0.632, d2=0.599 g=0.953 2/2 [==============================] - 0s 17ms/step >23, 65/693, d1=0.694, d2=0.647 g=0.959 2/2 [==============================] - 0s 17ms/step >23, 66/693, d1=0.667, d2=0.653 g=1.011 2/2 [==============================] - 0s 17ms/step >23, 67/693, d1=0.644, d2=0.543 g=0.970 2/2 [==============================] - 0s 17ms/step >23, 68/693, d1=0.651, d2=0.631 g=0.942 2/2 [==============================] - 0s 17ms/step >23, 69/693, d1=0.636, d2=0.621 g=0.952 2/2 [==============================] - 0s 18ms/step >23, 70/693, d1=0.648, d2=0.622 g=0.968 2/2 [==============================] - 0s 17ms/step >23, 71/693, d1=0.637, d2=0.609 g=0.949 2/2 [==============================] - 0s 17ms/step >23, 72/693, d1=0.576, d2=0.617 g=0.938 2/2 [==============================] - 0s 18ms/step >23, 73/693, d1=0.590, d2=0.641 g=0.980 2/2 [==============================] - 0s 18ms/step >23, 74/693, d1=0.605, d2=0.674 g=0.945 2/2 [==============================] - 0s 18ms/step >23, 75/693, d1=0.628, d2=0.648 g=0.927 2/2 [==============================] - 0s 19ms/step >23, 76/693, d1=0.614, d2=0.646 g=0.962 2/2 [==============================] - 0s 16ms/step >23, 77/693, d1=0.644, d2=0.516 g=0.980 2/2 [==============================] - 0s 17ms/step >23, 78/693, d1=0.610, d2=0.633 g=0.967 2/2 [==============================] - 0s 19ms/step >23, 79/693, d1=0.600, d2=0.592 g=0.956 2/2 [==============================] - 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0s 16ms/step >23, 91/693, d1=0.557, d2=0.625 g=0.895 2/2 [==============================] - 0s 19ms/step >23, 92/693, d1=0.540, d2=0.634 g=0.934 2/2 [==============================] - 0s 16ms/step >23, 93/693, d1=0.597, d2=0.624 g=0.881 2/2 [==============================] - 0s 18ms/step >23, 94/693, d1=0.626, d2=0.635 g=0.917 2/2 [==============================] - 0s 17ms/step >23, 95/693, d1=0.641, d2=0.659 g=0.953 2/2 [==============================] - 0s 18ms/step >23, 96/693, d1=0.634, d2=0.663 g=0.933 2/2 [==============================] - 0s 18ms/step >23, 97/693, d1=0.637, d2=0.637 g=0.997 2/2 [==============================] - 0s 17ms/step >23, 98/693, d1=0.668, d2=0.584 g=0.981 2/2 [==============================] - 0s 19ms/step >23, 99/693, d1=0.619, d2=0.648 g=0.957 2/2 [==============================] - 0s 16ms/step >23, 100/693, d1=0.613, d2=0.605 g=0.930 2/2 [==============================] - 0s 17ms/step >23, 101/693, d1=0.651, d2=0.601 g=0.957 2/2 [==============================] - 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0s 18ms/step >23, 124/693, d1=0.675, d2=0.555 g=0.909 2/2 [==============================] - 0s 17ms/step >23, 125/693, d1=0.622, d2=0.641 g=0.941 2/2 [==============================] - 0s 17ms/step >23, 126/693, d1=0.528, d2=0.715 g=0.992 2/2 [==============================] - 0s 16ms/step >23, 127/693, d1=0.667, d2=0.583 g=0.963 2/2 [==============================] - 0s 17ms/step >23, 128/693, d1=0.628, d2=0.672 g=0.978 2/2 [==============================] - 0s 17ms/step >23, 129/693, d1=0.569, d2=0.599 g=0.990 2/2 [==============================] - 0s 16ms/step >23, 130/693, d1=0.669, d2=0.523 g=0.971 2/2 [==============================] - 0s 16ms/step >23, 131/693, d1=0.621, d2=0.669 g=0.974 2/2 [==============================] - 0s 16ms/step >23, 132/693, d1=0.592, d2=0.611 g=0.974 2/2 [==============================] - 0s 18ms/step >23, 133/693, d1=0.647, d2=0.632 g=0.963 2/2 [==============================] - 0s 17ms/step >23, 134/693, d1=0.585, d2=0.594 g=0.920 2/2 [==============================] - 0s 16ms/step >23, 135/693, d1=0.640, d2=0.612 g=0.851 2/2 [==============================] - 0s 17ms/step >23, 136/693, d1=0.584, d2=0.665 g=0.933 2/2 [==============================] - 0s 17ms/step >23, 137/693, d1=0.542, d2=0.639 g=0.961 2/2 [==============================] - 0s 17ms/step >23, 138/693, d1=0.684, d2=0.695 g=0.959 2/2 [==============================] - 0s 17ms/step >23, 139/693, d1=0.601, d2=0.610 g=1.013 2/2 [==============================] - 0s 16ms/step >23, 140/693, d1=0.567, d2=0.650 g=1.090 2/2 [==============================] - 0s 18ms/step >23, 141/693, d1=0.644, d2=0.620 g=1.017 2/2 [==============================] - 0s 18ms/step >23, 142/693, d1=0.658, d2=0.610 g=0.959 2/2 [==============================] - 0s 16ms/step >23, 143/693, d1=0.620, d2=0.565 g=0.937 2/2 [==============================] - 0s 18ms/step >23, 144/693, d1=0.592, d2=0.682 g=0.947 2/2 [==============================] - 0s 18ms/step >23, 145/693, d1=0.719, d2=0.703 g=1.005 2/2 [==============================] - 0s 19ms/step >23, 146/693, d1=0.597, d2=0.584 g=0.974 2/2 [==============================] - 0s 17ms/step >23, 147/693, d1=0.665, d2=0.589 g=0.885 2/2 [==============================] - 0s 16ms/step >23, 148/693, d1=0.596, d2=0.608 g=0.955 2/2 [==============================] - 0s 17ms/step >23, 149/693, d1=0.628, d2=0.638 g=0.988 2/2 [==============================] - 0s 17ms/step >23, 150/693, d1=0.647, d2=0.566 g=0.946 2/2 [==============================] - 0s 18ms/step >23, 151/693, d1=0.579, d2=0.611 g=0.963 2/2 [==============================] - 0s 17ms/step >23, 152/693, d1=0.546, d2=0.595 g=0.976 2/2 [==============================] - 0s 16ms/step >23, 153/693, d1=0.672, d2=0.626 g=1.018 2/2 [==============================] - 0s 17ms/step >23, 154/693, d1=0.592, d2=0.627 g=0.938 2/2 [==============================] - 0s 18ms/step >23, 155/693, d1=0.564, d2=0.620 g=0.981 2/2 [==============================] - 0s 17ms/step >23, 156/693, d1=0.595, d2=0.556 g=0.950 2/2 [==============================] - 0s 17ms/step >23, 157/693, d1=0.656, d2=0.593 g=1.064 2/2 [==============================] - 0s 16ms/step >23, 158/693, d1=0.658, d2=0.580 g=1.056 2/2 [==============================] - 0s 16ms/step >23, 159/693, d1=0.624, d2=0.708 g=0.948 2/2 [==============================] - 0s 16ms/step >23, 160/693, d1=0.697, d2=0.584 g=1.048 2/2 [==============================] - 0s 17ms/step >23, 161/693, d1=0.649, d2=0.621 g=0.847 2/2 [==============================] - 0s 18ms/step >23, 162/693, d1=0.653, d2=0.634 g=0.995 2/2 [==============================] - 0s 17ms/step >23, 163/693, d1=0.616, d2=0.586 g=0.955 2/2 [==============================] - 0s 16ms/step >23, 164/693, d1=0.599, d2=0.613 g=1.000 2/2 [==============================] - 0s 16ms/step >23, 165/693, d1=0.619, d2=0.635 g=0.935 2/2 [==============================] - 0s 17ms/step >23, 166/693, d1=0.650, d2=0.608 g=0.944 2/2 [==============================] - 0s 17ms/step >23, 167/693, d1=0.655, d2=0.579 g=0.988 2/2 [==============================] - 0s 16ms/step >23, 168/693, d1=0.589, d2=0.675 g=0.940 2/2 [==============================] - 0s 16ms/step >23, 169/693, d1=0.556, d2=0.556 g=1.000 2/2 [==============================] - 0s 17ms/step >23, 170/693, d1=0.604, d2=0.605 g=0.973 2/2 [==============================] - 0s 16ms/step >23, 171/693, d1=0.547, d2=0.709 g=0.985 2/2 [==============================] - 0s 18ms/step >23, 172/693, d1=0.580, d2=0.607 g=1.000 2/2 [==============================] - 0s 19ms/step >23, 173/693, d1=0.671, d2=0.657 g=0.994 2/2 [==============================] - 0s 18ms/step >23, 174/693, d1=0.604, d2=0.612 g=0.954 2/2 [==============================] - 0s 17ms/step >23, 175/693, d1=0.665, d2=0.631 g=0.920 2/2 [==============================] - 0s 17ms/step >23, 176/693, d1=0.626, d2=0.647 g=0.976 2/2 [==============================] - 0s 17ms/step >23, 177/693, d1=0.573, d2=0.640 g=0.993 2/2 [==============================] - 0s 16ms/step >23, 178/693, d1=0.635, d2=0.658 g=0.980 2/2 [==============================] - 0s 17ms/step >23, 179/693, d1=0.665, d2=0.614 g=0.954 2/2 [==============================] - 0s 17ms/step >23, 180/693, d1=0.629, d2=0.618 g=0.933 2/2 [==============================] - 0s 18ms/step >23, 181/693, d1=0.637, d2=0.599 g=0.955 2/2 [==============================] - 0s 18ms/step >23, 182/693, d1=0.558, d2=0.626 g=0.987 2/2 [==============================] - 0s 18ms/step >23, 183/693, d1=0.623, d2=0.694 g=0.964 2/2 [==============================] - 0s 16ms/step >23, 184/693, d1=0.603, d2=0.608 g=0.964 2/2 [==============================] - 0s 18ms/step >23, 185/693, d1=0.637, d2=0.593 g=0.946 2/2 [==============================] - 0s 17ms/step >23, 186/693, d1=0.611, d2=0.618 g=0.993 2/2 [==============================] - 0s 17ms/step >23, 187/693, d1=0.618, d2=0.567 g=0.999 2/2 [==============================] - 0s 18ms/step >23, 188/693, d1=0.645, d2=0.683 g=0.970 2/2 [==============================] - 0s 19ms/step >23, 189/693, d1=0.534, d2=0.658 g=0.958 2/2 [==============================] - 0s 18ms/step >23, 190/693, d1=0.599, d2=0.648 g=1.001 2/2 [==============================] - 0s 17ms/step >23, 191/693, d1=0.644, d2=0.594 g=0.997 2/2 [==============================] - 0s 17ms/step >23, 192/693, d1=0.651, d2=0.619 g=0.992 2/2 [==============================] - 0s 16ms/step >23, 193/693, d1=0.606, d2=0.623 g=0.992 2/2 [==============================] - 0s 16ms/step >23, 194/693, d1=0.628, d2=0.566 g=1.005 2/2 [==============================] - 0s 17ms/step >23, 195/693, d1=0.639, d2=0.636 g=1.007 2/2 [==============================] - 0s 16ms/step >23, 196/693, d1=0.665, d2=0.574 g=0.970 2/2 [==============================] - 0s 17ms/step >23, 197/693, d1=0.650, d2=0.560 g=0.978 2/2 [==============================] - 0s 18ms/step >23, 198/693, d1=0.610, d2=0.630 g=0.988 2/2 [==============================] - 0s 18ms/step >23, 199/693, d1=0.595, d2=0.612 g=0.923 2/2 [==============================] - 0s 18ms/step >23, 200/693, d1=0.656, d2=0.683 g=0.889 2/2 [==============================] - 0s 19ms/step >23, 201/693, d1=0.682, d2=0.612 g=0.896 2/2 [==============================] - 0s 17ms/step >23, 202/693, d1=0.597, d2=0.605 g=0.969 2/2 [==============================] - 0s 17ms/step >23, 203/693, d1=0.592, d2=0.662 g=0.917 2/2 [==============================] - 0s 17ms/step >23, 204/693, d1=0.631, d2=0.641 g=0.911 2/2 [==============================] - 0s 16ms/step >23, 205/693, d1=0.616, d2=0.634 g=0.978 2/2 [==============================] - 0s 18ms/step >23, 206/693, d1=0.657, d2=0.621 g=1.017 2/2 [==============================] - 0s 17ms/step >23, 207/693, d1=0.700, d2=0.554 g=0.950 2/2 [==============================] - 0s 18ms/step >23, 208/693, d1=0.559, d2=0.677 g=0.994 2/2 [==============================] - 0s 19ms/step >23, 209/693, d1=0.704, d2=0.701 g=0.940 2/2 [==============================] - 0s 17ms/step >23, 210/693, d1=0.657, d2=0.564 g=0.953 2/2 [==============================] - 0s 18ms/step >23, 211/693, d1=0.614, d2=0.586 g=0.959 2/2 [==============================] - 0s 18ms/step >23, 212/693, d1=0.634, d2=0.664 g=0.928 2/2 [==============================] - 0s 17ms/step >23, 213/693, d1=0.606, d2=0.697 g=0.917 2/2 [==============================] - 0s 17ms/step >23, 214/693, d1=0.634, d2=0.570 g=0.898 2/2 [==============================] - 0s 17ms/step >23, 215/693, d1=0.593, d2=0.664 g=0.956 2/2 [==============================] - 0s 16ms/step >23, 216/693, d1=0.602, d2=0.621 g=0.979 2/2 [==============================] - 0s 17ms/step >23, 217/693, d1=0.677, d2=0.627 g=0.960 2/2 [==============================] - 0s 17ms/step >23, 218/693, d1=0.656, d2=0.630 g=0.884 2/2 [==============================] - 0s 18ms/step >23, 219/693, d1=0.705, d2=0.674 g=0.888 2/2 [==============================] - 0s 17ms/step >23, 220/693, d1=0.548, d2=0.667 g=0.960 2/2 [==============================] - 0s 18ms/step >23, 221/693, d1=0.662, d2=0.603 g=1.006 2/2 [==============================] - 0s 18ms/step >23, 222/693, d1=0.604, d2=0.575 g=0.986 2/2 [==============================] - 0s 17ms/step >23, 223/693, d1=0.579, d2=0.647 g=0.973 2/2 [==============================] - 0s 17ms/step >23, 224/693, d1=0.591, d2=0.609 g=1.020 2/2 [==============================] - 0s 17ms/step >23, 225/693, d1=0.710, d2=0.651 g=0.989 2/2 [==============================] - 0s 17ms/step >23, 226/693, d1=0.680, d2=0.646 g=1.018 2/2 [==============================] - 0s 16ms/step >23, 227/693, d1=0.544, d2=0.586 g=0.962 2/2 [==============================] - 0s 17ms/step >23, 228/693, d1=0.592, d2=0.608 g=0.930 2/2 [==============================] - 0s 16ms/step >23, 229/693, d1=0.627, d2=0.627 g=1.019 2/2 [==============================] - 0s 16ms/step >23, 230/693, d1=0.666, d2=0.658 g=0.989 2/2 [==============================] - 0s 17ms/step >23, 231/693, d1=0.621, d2=0.609 g=0.946 2/2 [==============================] - 0s 18ms/step >23, 232/693, d1=0.659, d2=0.625 g=0.918 2/2 [==============================] - 0s 16ms/step >23, 233/693, d1=0.652, d2=0.622 g=0.899 2/2 [==============================] - 0s 16ms/step >23, 234/693, d1=0.637, d2=0.644 g=0.898 2/2 [==============================] - 0s 17ms/step >23, 235/693, d1=0.623, d2=0.651 g=0.951 2/2 [==============================] - 0s 17ms/step >23, 236/693, d1=0.655, d2=0.612 g=0.976 2/2 [==============================] - 0s 16ms/step >23, 237/693, d1=0.591, d2=0.586 g=0.958 2/2 [==============================] - 0s 17ms/step >23, 238/693, d1=0.636, d2=0.593 g=0.932 2/2 [==============================] - 0s 17ms/step >23, 239/693, d1=0.648, d2=0.624 g=1.030 2/2 [==============================] - 0s 17ms/step >23, 240/693, d1=0.628, d2=0.610 g=0.965 2/2 [==============================] - 0s 17ms/step >23, 241/693, d1=0.673, d2=0.609 g=0.984 2/2 [==============================] - 0s 17ms/step >23, 242/693, d1=0.631, d2=0.532 g=0.960 2/2 [==============================] - 0s 18ms/step >23, 243/693, d1=0.561, d2=0.636 g=0.910 2/2 [==============================] - 0s 17ms/step >23, 244/693, d1=0.540, d2=0.682 g=1.001 2/2 [==============================] - 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0s 17ms/step >23, 256/693, d1=0.620, d2=0.597 g=1.094 2/2 [==============================] - 0s 17ms/step >23, 257/693, d1=0.587, d2=0.564 g=0.980 2/2 [==============================] - 0s 17ms/step >23, 258/693, d1=0.668, d2=0.637 g=0.992 2/2 [==============================] - 0s 17ms/step >23, 259/693, d1=0.701, d2=0.591 g=0.969 2/2 [==============================] - 0s 17ms/step >23, 260/693, d1=0.652, d2=0.673 g=0.881 2/2 [==============================] - 0s 16ms/step >23, 261/693, d1=0.608, d2=0.721 g=0.935 2/2 [==============================] - 0s 16ms/step >23, 262/693, d1=0.581, d2=0.652 g=0.912 2/2 [==============================] - 0s 17ms/step >23, 263/693, d1=0.656, d2=0.709 g=0.969 2/2 [==============================] - 0s 16ms/step >23, 264/693, d1=0.670, d2=0.558 g=0.970 2/2 [==============================] - 0s 17ms/step >23, 265/693, d1=0.625, d2=0.634 g=0.969 2/2 [==============================] - 0s 17ms/step >23, 266/693, d1=0.572, d2=0.587 g=0.971 2/2 [==============================] - 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0s 18ms/step >23, 300/693, d1=0.602, d2=0.602 g=0.919 2/2 [==============================] - 0s 16ms/step >23, 301/693, d1=0.621, d2=0.639 g=0.924 2/2 [==============================] - 0s 16ms/step >23, 302/693, d1=0.638, d2=0.624 g=0.982 2/2 [==============================] - 0s 17ms/step >23, 303/693, d1=0.658, d2=0.605 g=1.009 2/2 [==============================] - 0s 17ms/step >23, 304/693, d1=0.678, d2=0.553 g=0.980 2/2 [==============================] - 0s 17ms/step >23, 305/693, d1=0.655, d2=0.665 g=0.958 2/2 [==============================] - 0s 18ms/step >23, 306/693, d1=0.576, d2=0.602 g=0.948 2/2 [==============================] - 0s 16ms/step >23, 307/693, d1=0.623, d2=0.652 g=0.912 2/2 [==============================] - 0s 17ms/step >23, 308/693, d1=0.560, d2=0.590 g=1.005 2/2 [==============================] - 0s 17ms/step >23, 309/693, d1=0.618, d2=0.614 g=1.014 2/2 [==============================] - 0s 17ms/step >23, 310/693, d1=0.664, d2=0.617 g=1.024 2/2 [==============================] - 0s 18ms/step >23, 311/693, d1=0.617, d2=0.615 g=1.028 2/2 [==============================] - 0s 18ms/step >23, 312/693, d1=0.655, d2=0.582 g=0.994 2/2 [==============================] - 0s 16ms/step >23, 313/693, d1=0.649, d2=0.588 g=0.956 2/2 [==============================] - 0s 17ms/step >23, 314/693, d1=0.633, d2=0.656 g=0.965 2/2 [==============================] - 0s 16ms/step >23, 315/693, d1=0.651, d2=0.624 g=1.010 2/2 [==============================] - 0s 16ms/step >23, 316/693, d1=0.608, d2=0.546 g=0.974 2/2 [==============================] - 0s 18ms/step >23, 317/693, d1=0.618, d2=0.696 g=0.974 2/2 [==============================] - 0s 18ms/step >23, 318/693, d1=0.587, d2=0.667 g=0.975 2/2 [==============================] - 0s 18ms/step >23, 319/693, d1=0.659, d2=0.598 g=0.998 2/2 [==============================] - 0s 18ms/step >23, 320/693, d1=0.638, d2=0.618 g=1.030 2/2 [==============================] - 0s 16ms/step >23, 321/693, d1=0.581, d2=0.544 g=1.090 2/2 [==============================] - 0s 16ms/step >23, 322/693, d1=0.629, d2=0.674 g=0.972 2/2 [==============================] - 0s 16ms/step >23, 323/693, d1=0.573, d2=0.640 g=1.023 2/2 [==============================] - 0s 18ms/step >23, 324/693, d1=0.735, d2=0.691 g=0.903 2/2 [==============================] - 0s 16ms/step >23, 325/693, d1=0.672, d2=0.603 g=0.895 2/2 [==============================] - 0s 16ms/step >23, 326/693, d1=0.561, d2=0.734 g=0.957 2/2 [==============================] - 0s 16ms/step >23, 327/693, d1=0.615, d2=0.628 g=1.032 2/2 [==============================] - 0s 16ms/step >23, 328/693, d1=0.646, d2=0.652 g=1.018 2/2 [==============================] - 0s 16ms/step >23, 329/693, d1=0.563, d2=0.595 g=0.952 2/2 [==============================] - 0s 17ms/step >23, 330/693, d1=0.641, d2=0.625 g=0.947 2/2 [==============================] - 0s 16ms/step >23, 331/693, d1=0.638, d2=0.577 g=0.956 2/2 [==============================] - 0s 18ms/step >23, 332/693, d1=0.668, d2=0.660 g=0.949 2/2 [==============================] - 0s 18ms/step >23, 333/693, d1=0.618, d2=0.603 g=0.999 2/2 [==============================] - 0s 18ms/step >23, 334/693, d1=0.635, d2=0.619 g=0.964 2/2 [==============================] - 0s 18ms/step >23, 335/693, d1=0.663, d2=0.700 g=0.956 2/2 [==============================] - 0s 17ms/step >23, 336/693, d1=0.566, d2=0.620 g=1.004 2/2 [==============================] - 0s 17ms/step >23, 337/693, d1=0.632, d2=0.579 g=0.983 2/2 [==============================] - 0s 17ms/step >23, 338/693, d1=0.680, d2=0.616 g=0.969 2/2 [==============================] - 0s 17ms/step >23, 339/693, d1=0.565, d2=0.562 g=0.953 2/2 [==============================] - 0s 17ms/step >23, 340/693, d1=0.607, d2=0.613 g=0.971 2/2 [==============================] - 0s 17ms/step >23, 341/693, d1=0.600, d2=0.536 g=0.967 2/2 [==============================] - 0s 17ms/step >23, 342/693, d1=0.597, d2=0.668 g=0.974 2/2 [==============================] - 0s 18ms/step >23, 343/693, d1=0.715, d2=0.548 g=0.960 2/2 [==============================] - 0s 18ms/step >23, 344/693, d1=0.554, d2=0.600 g=0.972 2/2 [==============================] - 0s 17ms/step >23, 345/693, d1=0.595, d2=0.698 g=0.908 2/2 [==============================] - 0s 16ms/step >23, 346/693, d1=0.599, d2=0.597 g=0.972 2/2 [==============================] - 0s 17ms/step >23, 347/693, d1=0.655, d2=0.673 g=1.005 2/2 [==============================] - 0s 16ms/step >23, 348/693, d1=0.644, d2=0.640 g=0.972 2/2 [==============================] - 0s 17ms/step >23, 349/693, d1=0.654, d2=0.623 g=0.986 2/2 [==============================] - 0s 17ms/step >23, 350/693, d1=0.658, d2=0.565 g=0.889 2/2 [==============================] - 0s 17ms/step >23, 351/693, d1=0.569, d2=0.661 g=0.929 2/2 [==============================] - 0s 16ms/step >23, 352/693, d1=0.610, d2=0.609 g=0.952 2/2 [==============================] - 0s 17ms/step >23, 353/693, d1=0.550, d2=0.625 g=1.007 2/2 [==============================] - 0s 17ms/step >23, 354/693, d1=0.599, d2=0.581 g=0.947 2/2 [==============================] - 0s 16ms/step >23, 355/693, d1=0.660, d2=0.607 g=0.983 2/2 [==============================] - 0s 16ms/step >23, 356/693, d1=0.631, d2=0.642 g=0.926 2/2 [==============================] - 0s 18ms/step >23, 357/693, d1=0.601, d2=0.650 g=0.949 2/2 [==============================] - 0s 17ms/step >23, 358/693, d1=0.650, d2=0.657 g=1.023 2/2 [==============================] - 0s 17ms/step >23, 359/693, d1=0.588, d2=0.642 g=0.951 2/2 [==============================] - 0s 18ms/step >23, 360/693, d1=0.638, d2=0.615 g=1.039 2/2 [==============================] - 0s 18ms/step >23, 361/693, d1=0.629, d2=0.572 g=1.049 2/2 [==============================] - 0s 17ms/step >23, 362/693, d1=0.682, d2=0.552 g=1.037 2/2 [==============================] - 0s 17ms/step >23, 363/693, d1=0.702, d2=0.586 g=0.970 2/2 [==============================] - 0s 18ms/step >23, 364/693, d1=0.601, d2=0.652 g=0.943 2/2 [==============================] - 0s 16ms/step >23, 365/693, d1=0.658, d2=0.620 g=0.950 2/2 [==============================] - 0s 16ms/step >23, 366/693, d1=0.546, d2=0.603 g=1.021 2/2 [==============================] - 0s 19ms/step >23, 367/693, d1=0.675, d2=0.574 g=0.989 2/2 [==============================] - 0s 17ms/step >23, 368/693, d1=0.634, d2=0.656 g=1.024 2/2 [==============================] - 0s 18ms/step >23, 369/693, d1=0.570, d2=0.640 g=0.955 2/2 [==============================] - 0s 19ms/step >23, 370/693, d1=0.633, d2=0.644 g=1.036 2/2 [==============================] - 0s 19ms/step >23, 371/693, d1=0.706, d2=0.617 g=1.010 2/2 [==============================] - 0s 20ms/step >23, 372/693, d1=0.681, d2=0.621 g=1.025 2/2 [==============================] - 0s 20ms/step >23, 373/693, d1=0.639, d2=0.558 g=1.086 2/2 [==============================] - 0s 18ms/step >23, 374/693, d1=0.732, d2=0.639 g=0.971 2/2 [==============================] - 0s 20ms/step >23, 375/693, d1=0.578, d2=0.690 g=0.956 2/2 [==============================] - 0s 20ms/step >23, 376/693, d1=0.611, d2=0.614 g=0.964 2/2 [==============================] - 0s 19ms/step >23, 377/693, d1=0.578, d2=0.568 g=0.950 2/2 [==============================] - 0s 19ms/step >23, 378/693, d1=0.622, d2=0.637 g=0.972 2/2 [==============================] - 0s 17ms/step >23, 379/693, d1=0.651, d2=0.650 g=0.910 2/2 [==============================] - 0s 20ms/step >23, 380/693, d1=0.601, d2=0.626 g=0.894 2/2 [==============================] - 0s 21ms/step >23, 381/693, d1=0.629, d2=0.622 g=0.960 2/2 [==============================] - 0s 20ms/step >23, 382/693, d1=0.621, d2=0.720 g=0.949 2/2 [==============================] - 0s 20ms/step >23, 383/693, d1=0.653, d2=0.578 g=0.900 2/2 [==============================] - 0s 19ms/step >23, 384/693, d1=0.561, d2=0.601 g=0.925 2/2 [==============================] - 0s 18ms/step >23, 385/693, d1=0.521, d2=0.667 g=0.929 2/2 [==============================] - 0s 19ms/step >23, 386/693, d1=0.614, d2=0.630 g=1.018 2/2 [==============================] - 0s 19ms/step >23, 387/693, d1=0.636, d2=0.615 g=1.039 2/2 [==============================] - 0s 20ms/step >23, 388/693, d1=0.675, d2=0.644 g=1.065 2/2 [==============================] - 0s 20ms/step >23, 389/693, d1=0.573, d2=0.622 g=0.955 2/2 [==============================] - 0s 19ms/step >23, 390/693, d1=0.630, d2=0.665 g=0.979 2/2 [==============================] - 0s 20ms/step >23, 391/693, d1=0.600, d2=0.557 g=0.996 2/2 [==============================] - 0s 20ms/step >23, 392/693, d1=0.669, d2=0.629 g=1.063 2/2 [==============================] - 0s 18ms/step >23, 393/693, d1=0.645, d2=0.573 g=0.928 2/2 [==============================] - 0s 19ms/step >23, 394/693, d1=0.552, d2=0.651 g=0.973 2/2 [==============================] - 0s 18ms/step >23, 395/693, d1=0.609, d2=0.510 g=1.008 2/2 [==============================] - 0s 20ms/step >23, 396/693, d1=0.615, d2=0.579 g=1.050 2/2 [==============================] - 0s 18ms/step >23, 397/693, d1=0.615, d2=0.564 g=0.999 2/2 [==============================] - 0s 20ms/step >23, 398/693, d1=0.598, d2=0.632 g=0.960 2/2 [==============================] - 0s 43ms/step >23, 399/693, d1=0.609, d2=0.643 g=0.951 2/2 [==============================] - 0s 20ms/step >23, 400/693, d1=0.583, d2=0.614 g=1.043 2/2 [==============================] - 0s 18ms/step >23, 401/693, d1=0.619, d2=0.598 g=0.969 2/2 [==============================] - 0s 19ms/step >23, 402/693, d1=0.565, d2=0.542 g=0.961 2/2 [==============================] - 0s 20ms/step >23, 403/693, d1=0.595, d2=0.570 g=1.003 2/2 [==============================] - 0s 19ms/step >23, 404/693, d1=0.633, d2=0.591 g=1.003 2/2 [==============================] - 0s 21ms/step >23, 405/693, d1=0.616, d2=0.636 g=1.022 2/2 [==============================] - 0s 20ms/step >23, 406/693, d1=0.579, d2=0.562 g=0.980 2/2 [==============================] - 0s 20ms/step >23, 407/693, d1=0.543, d2=0.657 g=1.006 2/2 [==============================] - 0s 20ms/step >23, 408/693, d1=0.625, d2=0.540 g=0.995 2/2 [==============================] - 0s 22ms/step >23, 409/693, d1=0.578, d2=0.612 g=0.940 2/2 [==============================] - 0s 17ms/step >23, 410/693, d1=0.613, d2=0.605 g=0.970 2/2 [==============================] - 0s 20ms/step >23, 411/693, d1=0.627, d2=0.716 g=0.967 2/2 [==============================] - 0s 21ms/step >23, 412/693, d1=0.594, d2=0.628 g=1.038 2/2 [==============================] - 0s 20ms/step >23, 413/693, d1=0.619, d2=0.686 g=0.996 2/2 [==============================] - 0s 17ms/step >23, 414/693, d1=0.624, d2=0.633 g=1.082 2/2 [==============================] - 0s 18ms/step >23, 415/693, d1=0.686, d2=0.583 g=1.052 2/2 [==============================] - 0s 17ms/step >23, 416/693, d1=0.757, d2=0.643 g=0.988 2/2 [==============================] - 0s 16ms/step >23, 417/693, d1=0.686, d2=0.656 g=0.920 2/2 [==============================] - 0s 16ms/step >23, 418/693, d1=0.585, d2=0.627 g=0.923 2/2 [==============================] - 0s 18ms/step >23, 419/693, d1=0.623, d2=0.587 g=1.032 2/2 [==============================] - 0s 17ms/step >23, 420/693, d1=0.582, d2=0.539 g=1.094 2/2 [==============================] - 0s 20ms/step >23, 421/693, d1=0.622, d2=0.595 g=1.044 2/2 [==============================] - 0s 17ms/step >23, 422/693, d1=0.523, d2=0.570 g=1.002 2/2 [==============================] - 0s 17ms/step >23, 423/693, d1=0.609, d2=0.576 g=1.021 2/2 [==============================] - 0s 17ms/step >23, 424/693, d1=0.631, d2=0.644 g=1.029 2/2 [==============================] - 0s 17ms/step >23, 425/693, d1=0.670, d2=0.662 g=0.954 2/2 [==============================] - 0s 16ms/step >23, 426/693, d1=0.632, d2=0.628 g=0.999 2/2 [==============================] - 0s 16ms/step >23, 427/693, d1=0.602, d2=0.667 g=1.044 2/2 [==============================] - 0s 16ms/step >23, 428/693, d1=0.605, d2=0.560 g=1.055 2/2 [==============================] - 0s 19ms/step >23, 429/693, d1=0.518, d2=0.586 g=1.047 2/2 [==============================] - 0s 17ms/step >23, 430/693, d1=0.657, d2=0.596 g=1.131 2/2 [==============================] - 0s 17ms/step >23, 431/693, d1=0.612, d2=0.565 g=1.110 2/2 [==============================] - 0s 18ms/step >23, 432/693, d1=0.646, d2=0.681 g=1.150 2/2 [==============================] - 0s 17ms/step >23, 433/693, d1=0.735, d2=0.540 g=0.983 2/2 [==============================] - 0s 17ms/step >23, 434/693, d1=0.645, d2=0.671 g=1.024 2/2 [==============================] - 0s 17ms/step >23, 435/693, d1=0.633, d2=0.584 g=0.987 2/2 [==============================] - 0s 17ms/step >23, 436/693, d1=0.576, d2=0.620 g=0.917 2/2 [==============================] - 0s 17ms/step >23, 437/693, d1=0.566, d2=0.556 g=0.988 2/2 [==============================] - 0s 16ms/step >23, 438/693, d1=0.582, d2=0.662 g=1.049 2/2 [==============================] - 0s 16ms/step >23, 439/693, d1=0.643, d2=0.551 g=1.058 2/2 [==============================] - 0s 17ms/step >23, 440/693, d1=0.620, d2=0.632 g=1.006 2/2 [==============================] - 0s 17ms/step >23, 441/693, d1=0.616, d2=0.630 g=0.935 2/2 [==============================] - 0s 16ms/step >23, 442/693, d1=0.521, d2=0.656 g=0.961 2/2 [==============================] - 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0s 19ms/step >23, 520/693, d1=0.590, d2=0.706 g=1.039 2/2 [==============================] - 0s 17ms/step >23, 521/693, d1=0.594, d2=0.634 g=1.005 2/2 [==============================] - 0s 18ms/step >23, 522/693, d1=0.619, d2=0.608 g=1.008 2/2 [==============================] - 0s 16ms/step >23, 523/693, d1=0.571, d2=0.565 g=1.132 2/2 [==============================] - 0s 17ms/step >23, 524/693, d1=0.606, d2=0.514 g=1.270 2/2 [==============================] - 0s 16ms/step >23, 525/693, d1=0.591, d2=0.486 g=1.277 2/2 [==============================] - 0s 18ms/step >23, 526/693, d1=0.701, d2=0.511 g=1.078 2/2 [==============================] - 0s 17ms/step >23, 527/693, d1=0.568, d2=0.629 g=0.894 2/2 [==============================] - 0s 16ms/step >23, 528/693, d1=0.474, d2=0.698 g=1.010 2/2 [==============================] - 0s 17ms/step >23, 529/693, d1=0.605, d2=0.463 g=1.143 2/2 [==============================] - 0s 17ms/step >23, 530/693, d1=0.557, d2=0.632 g=1.112 2/2 [==============================] - 0s 17ms/step >23, 531/693, d1=0.582, d2=0.523 g=1.092 2/2 [==============================] - 0s 16ms/step >23, 532/693, d1=0.576, d2=0.626 g=0.942 2/2 [==============================] - 0s 17ms/step >23, 533/693, d1=0.695, d2=0.607 g=1.033 2/2 [==============================] - 0s 18ms/step >23, 534/693, d1=0.610, d2=0.486 g=1.076 2/2 [==============================] - 0s 18ms/step >23, 535/693, d1=0.618, d2=0.569 g=1.173 2/2 [==============================] - 0s 18ms/step >23, 536/693, d1=0.544, d2=0.610 g=1.010 2/2 [==============================] - 0s 16ms/step >23, 537/693, d1=0.519, d2=0.642 g=0.991 2/2 [==============================] - 0s 17ms/step >23, 538/693, d1=0.543, d2=0.616 g=0.985 2/2 [==============================] - 0s 16ms/step >23, 539/693, d1=0.586, d2=0.618 g=1.004 2/2 [==============================] - 0s 16ms/step >23, 540/693, d1=0.666, d2=0.732 g=1.036 2/2 [==============================] - 0s 17ms/step >23, 541/693, d1=0.687, d2=0.611 g=1.073 2/2 [==============================] - 0s 18ms/step >23, 542/693, d1=0.619, d2=0.613 g=1.015 2/2 [==============================] - 0s 17ms/step >23, 543/693, d1=0.646, d2=0.633 g=0.997 2/2 [==============================] - 0s 16ms/step >23, 544/693, d1=0.619, d2=0.630 g=1.007 2/2 [==============================] - 0s 16ms/step >23, 545/693, d1=0.521, d2=0.646 g=1.099 2/2 [==============================] - 0s 17ms/step >23, 546/693, d1=0.606, d2=0.520 g=1.013 2/2 [==============================] - 0s 16ms/step >23, 547/693, d1=0.627, d2=0.589 g=1.038 2/2 [==============================] - 0s 17ms/step >23, 548/693, d1=0.665, d2=0.555 g=0.960 2/2 [==============================] - 0s 17ms/step >23, 549/693, d1=0.592, d2=0.695 g=0.981 2/2 [==============================] - 0s 17ms/step >23, 550/693, d1=0.659, d2=0.627 g=0.910 2/2 [==============================] - 0s 18ms/step >23, 551/693, d1=0.546, d2=0.543 g=0.976 2/2 [==============================] - 0s 18ms/step >23, 552/693, d1=0.616, d2=0.679 g=1.070 2/2 [==============================] - 0s 18ms/step >23, 553/693, d1=0.647, d2=0.651 g=1.032 2/2 [==============================] - 0s 17ms/step >23, 554/693, d1=0.583, d2=0.655 g=1.005 2/2 [==============================] - 0s 16ms/step >23, 555/693, d1=0.645, d2=0.546 g=1.021 2/2 [==============================] - 0s 17ms/step >23, 556/693, d1=0.654, d2=0.569 g=0.947 2/2 [==============================] - 0s 17ms/step >23, 557/693, d1=0.618, d2=0.571 g=0.961 2/2 [==============================] - 0s 16ms/step >23, 558/693, d1=0.687, d2=0.628 g=0.875 2/2 [==============================] - 0s 17ms/step >23, 559/693, d1=0.606, d2=0.670 g=0.958 2/2 [==============================] - 0s 16ms/step >23, 560/693, d1=0.587, d2=0.645 g=0.977 2/2 [==============================] - 0s 18ms/step >23, 561/693, d1=0.616, d2=0.550 g=1.034 2/2 [==============================] - 0s 17ms/step >23, 562/693, d1=0.605, d2=0.590 g=1.013 2/2 [==============================] - 0s 17ms/step >23, 563/693, d1=0.635, d2=0.613 g=1.004 2/2 [==============================] - 0s 18ms/step >23, 564/693, d1=0.602, d2=0.604 g=0.980 2/2 [==============================] - 0s 17ms/step >23, 565/693, d1=0.570, d2=0.631 g=0.988 2/2 [==============================] - 0s 18ms/step >23, 566/693, d1=0.661, d2=0.622 g=1.050 2/2 [==============================] - 0s 17ms/step >23, 567/693, d1=0.587, d2=0.631 g=0.944 2/2 [==============================] - 0s 18ms/step >23, 568/693, d1=0.625, d2=0.574 g=1.000 2/2 [==============================] - 0s 17ms/step >23, 569/693, d1=0.705, d2=0.681 g=0.876 2/2 [==============================] - 0s 18ms/step >23, 570/693, d1=0.582, d2=0.693 g=0.967 2/2 [==============================] - 0s 16ms/step >23, 571/693, d1=0.619, d2=0.656 g=1.005 2/2 [==============================] - 0s 18ms/step >23, 572/693, d1=0.733, d2=0.622 g=0.936 2/2 [==============================] - 0s 18ms/step >23, 573/693, d1=0.608, d2=0.591 g=0.970 2/2 [==============================] - 0s 16ms/step >23, 574/693, d1=0.643, d2=0.639 g=0.983 2/2 [==============================] - 0s 20ms/step >23, 575/693, d1=0.645, d2=0.620 g=1.003 2/2 [==============================] - 0s 17ms/step >23, 576/693, d1=0.601, d2=0.683 g=0.880 2/2 [==============================] - 0s 18ms/step >23, 577/693, d1=0.662, d2=0.593 g=0.857 2/2 [==============================] - 0s 17ms/step >23, 578/693, d1=0.644, d2=0.619 g=0.929 2/2 [==============================] - 0s 17ms/step >23, 579/693, d1=0.596, d2=0.714 g=0.987 2/2 [==============================] - 0s 16ms/step >23, 580/693, d1=0.628, d2=0.683 g=0.990 2/2 [==============================] - 0s 17ms/step >23, 581/693, d1=0.634, d2=0.621 g=0.958 2/2 [==============================] - 0s 17ms/step >23, 582/693, d1=0.589, d2=0.691 g=0.996 2/2 [==============================] - 0s 17ms/step >23, 583/693, d1=0.707, d2=0.545 g=0.983 2/2 [==============================] - 0s 16ms/step >23, 584/693, d1=0.613, d2=0.646 g=0.984 2/2 [==============================] - 0s 18ms/step >23, 585/693, d1=0.614, d2=0.712 g=0.972 2/2 [==============================] - 0s 18ms/step >23, 586/693, d1=0.623, d2=0.567 g=1.041 2/2 [==============================] - 0s 16ms/step >23, 587/693, d1=0.674, d2=0.568 g=1.036 2/2 [==============================] - 0s 16ms/step >23, 588/693, d1=0.599, d2=0.539 g=0.952 2/2 [==============================] - 0s 17ms/step >23, 589/693, d1=0.689, d2=0.569 g=0.953 2/2 [==============================] - 0s 17ms/step >23, 590/693, d1=0.584, d2=0.632 g=0.998 2/2 [==============================] - 0s 17ms/step >23, 591/693, d1=0.564, d2=0.636 g=1.002 2/2 [==============================] - 0s 17ms/step >23, 592/693, d1=0.561, d2=0.597 g=0.980 2/2 [==============================] - 0s 16ms/step >23, 593/693, d1=0.601, d2=0.600 g=1.006 2/2 [==============================] - 0s 17ms/step >23, 594/693, d1=0.643, d2=0.555 g=0.985 2/2 [==============================] - 0s 18ms/step >23, 595/693, d1=0.587, d2=0.639 g=1.046 2/2 [==============================] - 0s 16ms/step >23, 596/693, d1=0.651, d2=0.565 g=1.004 2/2 [==============================] - 0s 17ms/step >23, 597/693, d1=0.705, d2=0.594 g=0.964 2/2 [==============================] - 0s 17ms/step >23, 598/693, d1=0.664, d2=0.683 g=0.932 2/2 [==============================] - 0s 17ms/step >23, 599/693, d1=0.578, d2=0.608 g=0.956 2/2 [==============================] - 0s 16ms/step >23, 600/693, d1=0.642, d2=0.596 g=0.996 2/2 [==============================] - 0s 17ms/step >23, 601/693, d1=0.571, d2=0.582 g=0.988 2/2 [==============================] - 0s 18ms/step >23, 602/693, d1=0.595, d2=0.661 g=0.926 2/2 [==============================] - 0s 17ms/step >23, 603/693, d1=0.571, d2=0.669 g=0.995 2/2 [==============================] - 0s 17ms/step >23, 604/693, d1=0.595, d2=0.635 g=1.011 2/2 [==============================] - 0s 18ms/step >23, 605/693, d1=0.595, d2=0.620 g=1.012 2/2 [==============================] - 0s 18ms/step >23, 606/693, d1=0.581, d2=0.592 g=1.045 2/2 [==============================] - 0s 17ms/step >23, 607/693, d1=0.617, d2=0.637 g=1.002 2/2 [==============================] - 0s 18ms/step >23, 608/693, d1=0.638, d2=0.657 g=1.065 2/2 [==============================] - 0s 17ms/step >23, 609/693, d1=0.704, d2=0.578 g=1.044 2/2 [==============================] - 0s 16ms/step >23, 610/693, d1=0.590, d2=0.560 g=1.029 2/2 [==============================] - 0s 18ms/step >23, 611/693, d1=0.617, d2=0.584 g=0.981 2/2 [==============================] - 0s 16ms/step >23, 612/693, d1=0.685, d2=0.682 g=0.962 2/2 [==============================] - 0s 19ms/step >23, 613/693, d1=0.605, d2=0.587 g=0.930 2/2 [==============================] - 0s 17ms/step >23, 614/693, d1=0.597, d2=0.638 g=0.962 2/2 [==============================] - 0s 16ms/step >23, 615/693, d1=0.652, d2=0.636 g=1.003 2/2 [==============================] - 0s 17ms/step >23, 616/693, d1=0.601, d2=0.638 g=0.961 2/2 [==============================] - 0s 18ms/step >23, 617/693, d1=0.601, d2=0.607 g=0.931 2/2 [==============================] - 0s 17ms/step >23, 618/693, d1=0.539, d2=0.704 g=1.065 2/2 [==============================] - 0s 17ms/step >23, 619/693, d1=0.611, d2=0.652 g=1.126 2/2 [==============================] - 0s 17ms/step >23, 620/693, d1=0.591, d2=0.535 g=1.077 2/2 [==============================] - 0s 17ms/step >23, 621/693, d1=0.727, d2=0.580 g=1.068 2/2 [==============================] - 0s 18ms/step >23, 622/693, d1=0.676, d2=0.564 g=1.011 2/2 [==============================] - 0s 17ms/step >23, 623/693, d1=0.646, d2=0.682 g=1.001 2/2 [==============================] - 0s 18ms/step >23, 624/693, d1=0.640, d2=0.661 g=0.957 2/2 [==============================] - 0s 17ms/step >23, 625/693, d1=0.583, d2=0.585 g=0.924 2/2 [==============================] - 0s 16ms/step >23, 626/693, d1=0.579, d2=0.584 g=0.937 2/2 [==============================] - 0s 16ms/step >23, 627/693, d1=0.521, d2=0.633 g=0.907 2/2 [==============================] - 0s 18ms/step >23, 628/693, d1=0.589, d2=0.626 g=1.019 2/2 [==============================] - 0s 17ms/step >23, 629/693, d1=0.692, d2=0.565 g=0.949 2/2 [==============================] - 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0s 17ms/step >24, 3/693, d1=0.643, d2=0.651 g=1.014 2/2 [==============================] - 0s 17ms/step >24, 4/693, d1=0.653, d2=0.601 g=1.029 2/2 [==============================] - 0s 17ms/step >24, 5/693, d1=0.657, d2=0.600 g=0.922 2/2 [==============================] - 0s 17ms/step >24, 6/693, d1=0.618, d2=0.672 g=1.014 2/2 [==============================] - 0s 17ms/step >24, 7/693, d1=0.628, d2=0.563 g=0.989 2/2 [==============================] - 0s 16ms/step >24, 8/693, d1=0.547, d2=0.572 g=0.953 2/2 [==============================] - 0s 17ms/step >24, 9/693, d1=0.669, d2=0.736 g=1.049 2/2 [==============================] - 0s 17ms/step >24, 10/693, d1=0.563, d2=0.624 g=0.944 2/2 [==============================] - 0s 16ms/step >24, 11/693, d1=0.699, d2=0.632 g=0.979 2/2 [==============================] - 0s 17ms/step >24, 12/693, d1=0.629, d2=0.555 g=0.973 2/2 [==============================] - 0s 18ms/step >24, 13/693, d1=0.592, d2=0.647 g=0.994 2/2 [==============================] - 0s 20ms/step >24, 14/693, d1=0.692, d2=0.576 g=0.966 2/2 [==============================] - 0s 18ms/step >24, 15/693, d1=0.575, d2=0.655 g=1.007 2/2 [==============================] - 0s 17ms/step >24, 16/693, d1=0.623, d2=0.634 g=1.012 2/2 [==============================] - 0s 16ms/step >24, 17/693, d1=0.630, d2=0.571 g=1.015 2/2 [==============================] - 0s 18ms/step >24, 18/693, d1=0.627, d2=0.603 g=0.956 2/2 [==============================] - 0s 16ms/step >24, 19/693, d1=0.639, d2=0.629 g=0.969 2/2 [==============================] - 0s 16ms/step >24, 20/693, d1=0.680, d2=0.596 g=0.919 2/2 [==============================] - 0s 18ms/step >24, 21/693, d1=0.567, d2=0.565 g=1.009 2/2 [==============================] - 0s 17ms/step >24, 22/693, d1=0.604, d2=0.650 g=1.031 2/2 [==============================] - 0s 17ms/step >24, 23/693, d1=0.644, d2=0.594 g=1.002 2/2 [==============================] - 0s 19ms/step >24, 24/693, d1=0.644, d2=0.604 g=0.955 2/2 [==============================] - 0s 18ms/step >24, 25/693, d1=0.608, d2=0.599 g=0.939 2/2 [==============================] - 0s 16ms/step >24, 26/693, d1=0.608, d2=0.711 g=0.961 2/2 [==============================] - 0s 18ms/step >24, 27/693, d1=0.581, d2=0.609 g=0.996 2/2 [==============================] - 0s 16ms/step >24, 28/693, d1=0.653, d2=0.564 g=1.004 2/2 [==============================] - 0s 17ms/step >24, 29/693, d1=0.645, d2=0.519 g=1.009 2/2 [==============================] - 0s 17ms/step >24, 30/693, d1=0.560, d2=0.688 g=0.927 2/2 [==============================] - 0s 17ms/step >24, 31/693, d1=0.560, d2=0.704 g=1.061 2/2 [==============================] - 0s 17ms/step >24, 32/693, d1=0.600, d2=0.554 g=1.177 2/2 [==============================] - 0s 17ms/step >24, 33/693, d1=0.766, d2=0.614 g=1.230 2/2 [==============================] - 0s 16ms/step >24, 34/693, d1=0.761, d2=0.563 g=1.041 2/2 [==============================] - 0s 16ms/step >24, 35/693, d1=0.649, d2=0.582 g=0.979 2/2 [==============================] - 0s 18ms/step >24, 36/693, d1=0.614, d2=0.760 g=1.001 2/2 [==============================] - 0s 17ms/step >24, 37/693, d1=0.635, d2=0.629 g=0.985 2/2 [==============================] - 0s 16ms/step >24, 38/693, d1=0.578, d2=0.719 g=1.000 2/2 [==============================] - 0s 18ms/step >24, 39/693, d1=0.659, d2=0.648 g=1.023 2/2 [==============================] - 0s 16ms/step >24, 40/693, d1=0.630, d2=0.563 g=1.070 2/2 [==============================] - 0s 17ms/step >24, 41/693, d1=0.605, d2=0.571 g=0.981 2/2 [==============================] - 0s 18ms/step >24, 42/693, d1=0.675, d2=0.659 g=1.092 2/2 [==============================] - 0s 17ms/step >24, 43/693, d1=0.664, d2=0.652 g=1.112 2/2 [==============================] - 0s 18ms/step >24, 44/693, d1=0.659, d2=0.561 g=1.087 2/2 [==============================] - 0s 17ms/step >24, 45/693, d1=0.644, d2=0.643 g=1.005 2/2 [==============================] - 0s 17ms/step >24, 46/693, d1=0.682, d2=0.615 g=1.098 2/2 [==============================] - 0s 17ms/step >24, 47/693, d1=0.644, d2=0.513 g=1.177 2/2 [==============================] - 0s 17ms/step >24, 48/693, d1=0.598, d2=0.551 g=1.272 2/2 [==============================] - 0s 17ms/step >24, 49/693, d1=0.532, d2=0.624 g=1.243 2/2 [==============================] - 0s 17ms/step >24, 50/693, d1=0.588, d2=0.595 g=1.134 2/2 [==============================] - 0s 16ms/step >24, 51/693, d1=0.645, d2=0.491 g=1.102 2/2 [==============================] - 0s 17ms/step >24, 52/693, d1=0.605, d2=0.551 g=1.156 2/2 [==============================] - 0s 18ms/step >24, 53/693, d1=0.653, d2=0.608 g=1.061 2/2 [==============================] - 0s 16ms/step >24, 54/693, d1=0.511, d2=0.590 g=1.001 2/2 [==============================] - 0s 17ms/step >24, 55/693, d1=0.624, d2=0.556 g=0.920 2/2 [==============================] - 0s 19ms/step >24, 56/693, d1=0.571, d2=0.598 g=0.980 2/2 [==============================] - 0s 17ms/step >24, 57/693, d1=0.560, d2=0.565 g=0.922 2/2 [==============================] - 0s 17ms/step >24, 58/693, d1=0.593, d2=0.702 g=1.070 2/2 [==============================] - 0s 16ms/step >24, 59/693, d1=0.568, d2=0.577 g=1.068 2/2 [==============================] - 0s 18ms/step >24, 60/693, d1=0.666, d2=0.674 g=1.006 2/2 [==============================] - 0s 16ms/step >24, 61/693, d1=0.538, d2=0.528 g=1.062 2/2 [==============================] - 0s 17ms/step >24, 62/693, d1=0.614, d2=0.568 g=1.071 2/2 [==============================] - 0s 17ms/step >24, 63/693, d1=0.657, d2=0.615 g=0.950 2/2 [==============================] - 0s 17ms/step >24, 64/693, d1=0.603, d2=0.518 g=1.046 2/2 [==============================] - 0s 17ms/step >24, 65/693, d1=0.522, d2=0.600 g=1.039 2/2 [==============================] - 0s 17ms/step >24, 66/693, d1=0.631, d2=0.671 g=1.012 2/2 [==============================] - 0s 17ms/step >24, 67/693, d1=0.545, d2=0.604 g=0.930 2/2 [==============================] - 0s 16ms/step >24, 68/693, d1=0.649, d2=0.657 g=0.998 2/2 [==============================] - 0s 17ms/step >24, 69/693, d1=0.530, d2=0.575 g=0.992 2/2 [==============================] - 0s 16ms/step >24, 70/693, d1=0.625, d2=0.665 g=0.901 2/2 [==============================] - 0s 17ms/step >24, 71/693, d1=0.601, d2=0.667 g=1.084 2/2 [==============================] - 0s 16ms/step >24, 72/693, d1=0.646, d2=0.535 g=0.956 2/2 [==============================] - 0s 16ms/step >24, 73/693, d1=0.591, d2=0.595 g=0.957 2/2 [==============================] - 0s 16ms/step >24, 74/693, d1=0.685, d2=0.628 g=0.973 2/2 [==============================] - 0s 16ms/step >24, 75/693, d1=0.719, d2=0.628 g=0.988 2/2 [==============================] - 0s 16ms/step >24, 76/693, d1=0.605, d2=0.668 g=0.948 2/2 [==============================] - 0s 16ms/step >24, 77/693, d1=0.675, d2=0.681 g=0.917 2/2 [==============================] - 0s 17ms/step >24, 78/693, d1=0.569, d2=0.580 g=0.953 2/2 [==============================] - 0s 17ms/step >24, 79/693, d1=0.531, d2=0.603 g=1.005 2/2 [==============================] - 0s 17ms/step >24, 80/693, d1=0.617, d2=0.605 g=0.952 2/2 [==============================] - 0s 17ms/step >24, 81/693, d1=0.614, d2=0.735 g=1.027 2/2 [==============================] - 0s 17ms/step >24, 82/693, d1=0.599, d2=0.639 g=1.023 2/2 [==============================] - 0s 16ms/step >24, 83/693, d1=0.699, d2=0.638 g=0.959 2/2 [==============================] - 0s 16ms/step >24, 84/693, d1=0.675, d2=0.712 g=0.960 2/2 [==============================] - 0s 20ms/step >24, 85/693, d1=0.653, d2=0.634 g=0.909 2/2 [==============================] - 0s 17ms/step >24, 86/693, d1=0.593, d2=0.710 g=0.995 2/2 [==============================] - 0s 18ms/step >24, 87/693, d1=0.606, d2=0.657 g=1.008 2/2 [==============================] - 0s 17ms/step >24, 88/693, d1=0.559, d2=0.566 g=1.057 2/2 [==============================] - 0s 18ms/step >24, 89/693, d1=0.660, d2=0.607 g=1.063 2/2 [==============================] - 0s 18ms/step >24, 90/693, d1=0.672, d2=0.641 g=1.018 2/2 [==============================] - 0s 17ms/step >24, 91/693, d1=0.654, d2=0.653 g=0.925 2/2 [==============================] - 0s 17ms/step >24, 92/693, d1=0.656, d2=0.578 g=1.001 2/2 [==============================] - 0s 17ms/step >24, 93/693, d1=0.633, d2=0.629 g=0.994 2/2 [==============================] - 0s 16ms/step >24, 94/693, d1=0.609, d2=0.601 g=0.979 2/2 [==============================] - 0s 18ms/step >24, 95/693, d1=0.603, d2=0.638 g=1.002 2/2 [==============================] - 0s 17ms/step >24, 96/693, d1=0.583, d2=0.636 g=0.925 2/2 [==============================] - 0s 17ms/step >24, 97/693, d1=0.695, d2=0.617 g=0.953 2/2 [==============================] - 0s 17ms/step >24, 98/693, d1=0.565, d2=0.634 g=0.925 2/2 [==============================] - 0s 17ms/step >24, 99/693, d1=0.583, d2=0.594 g=0.918 2/2 [==============================] - 0s 17ms/step >24, 100/693, d1=0.642, d2=0.623 g=1.023 2/2 [==============================] - 0s 19ms/step >24, 101/693, d1=0.586, d2=0.619 g=1.013 2/2 [==============================] - 0s 18ms/step >24, 102/693, d1=0.650, d2=0.582 g=1.067 2/2 [==============================] - 0s 17ms/step >24, 103/693, d1=0.593, d2=0.567 g=1.063 2/2 [==============================] - 0s 18ms/step >24, 104/693, d1=0.632, d2=0.622 g=0.925 2/2 [==============================] - 0s 17ms/step >24, 105/693, d1=0.614, d2=0.723 g=0.966 2/2 [==============================] - 0s 17ms/step >24, 106/693, d1=0.607, d2=0.654 g=0.972 2/2 [==============================] - 0s 18ms/step >24, 107/693, d1=0.581, d2=0.553 g=0.956 2/2 [==============================] - 0s 17ms/step >24, 108/693, d1=0.682, d2=0.583 g=1.027 2/2 [==============================] - 0s 16ms/step >24, 109/693, d1=0.609, d2=0.524 g=0.986 2/2 [==============================] - 0s 17ms/step >24, 110/693, d1=0.595, d2=0.611 g=0.969 2/2 [==============================] - 0s 16ms/step >24, 111/693, d1=0.581, d2=0.532 g=1.022 2/2 [==============================] - 0s 18ms/step >24, 112/693, d1=0.669, d2=0.606 g=0.979 2/2 [==============================] - 0s 16ms/step >24, 113/693, d1=0.596, d2=0.561 g=0.990 2/2 [==============================] - 0s 17ms/step >24, 114/693, d1=0.521, d2=0.637 g=0.974 2/2 [==============================] - 0s 16ms/step >24, 115/693, d1=0.634, d2=0.620 g=1.071 2/2 [==============================] - 0s 18ms/step >24, 116/693, d1=0.667, d2=0.631 g=0.975 2/2 [==============================] - 0s 18ms/step >24, 117/693, d1=0.667, d2=0.616 g=0.988 2/2 [==============================] - 0s 16ms/step >24, 118/693, d1=0.624, d2=0.662 g=1.060 2/2 [==============================] - 0s 16ms/step >24, 119/693, d1=0.696, d2=0.625 g=0.965 2/2 [==============================] - 0s 17ms/step >24, 120/693, d1=0.600, d2=0.648 g=0.973 2/2 [==============================] - 0s 17ms/step >24, 121/693, d1=0.630, d2=0.578 g=1.001 2/2 [==============================] - 0s 17ms/step >24, 122/693, d1=0.682, d2=0.639 g=1.043 2/2 [==============================] - 0s 18ms/step >24, 123/693, d1=0.575, d2=0.655 g=0.940 2/2 [==============================] - 0s 16ms/step >24, 124/693, d1=0.570, d2=0.625 g=0.975 2/2 [==============================] - 0s 16ms/step >24, 125/693, d1=0.601, d2=0.586 g=1.030 2/2 [==============================] - 0s 17ms/step >24, 126/693, d1=0.633, d2=0.559 g=1.053 2/2 [==============================] - 0s 17ms/step >24, 127/693, d1=0.575, d2=0.577 g=1.005 2/2 [==============================] - 0s 17ms/step >24, 128/693, d1=0.682, d2=0.653 g=0.898 2/2 [==============================] - 0s 17ms/step >24, 129/693, d1=0.566, d2=0.645 g=0.921 2/2 [==============================] - 0s 17ms/step >24, 130/693, d1=0.648, d2=0.598 g=0.902 2/2 [==============================] - 0s 16ms/step >24, 131/693, d1=0.562, d2=0.668 g=0.975 2/2 [==============================] - 0s 17ms/step >24, 132/693, d1=0.592, d2=0.537 g=1.043 2/2 [==============================] - 0s 18ms/step >24, 133/693, d1=0.725, d2=0.582 g=1.027 2/2 [==============================] - 0s 17ms/step >24, 134/693, d1=0.583, d2=0.605 g=1.022 2/2 [==============================] - 0s 19ms/step >24, 135/693, d1=0.642, d2=0.571 g=0.975 2/2 [==============================] - 0s 17ms/step >24, 136/693, d1=0.551, d2=0.575 g=1.000 2/2 [==============================] - 0s 17ms/step >24, 137/693, d1=0.578, d2=0.658 g=1.036 2/2 [==============================] - 0s 18ms/step >24, 138/693, d1=0.677, d2=0.611 g=1.011 2/2 [==============================] - 0s 17ms/step >24, 139/693, d1=0.598, d2=0.605 g=0.948 2/2 [==============================] - 0s 17ms/step >24, 140/693, d1=0.601, d2=0.594 g=0.983 2/2 [==============================] - 0s 17ms/step >24, 141/693, d1=0.627, d2=0.624 g=1.044 2/2 [==============================] - 0s 16ms/step >24, 142/693, d1=0.647, d2=0.571 g=1.040 2/2 [==============================] - 0s 16ms/step >24, 143/693, d1=0.636, d2=0.613 g=1.079 2/2 [==============================] - 0s 17ms/step >24, 144/693, d1=0.571, d2=0.630 g=1.048 2/2 [==============================] - 0s 17ms/step >24, 145/693, d1=0.623, d2=0.628 g=1.046 2/2 [==============================] - 0s 16ms/step >24, 146/693, d1=0.673, d2=0.629 g=0.935 2/2 [==============================] - 0s 17ms/step >24, 147/693, d1=0.621, d2=0.646 g=0.989 2/2 [==============================] - 0s 16ms/step >24, 148/693, d1=0.653, d2=0.629 g=0.995 2/2 [==============================] - 0s 16ms/step >24, 149/693, d1=0.583, d2=0.677 g=0.970 2/2 [==============================] - 0s 19ms/step >24, 150/693, d1=0.595, d2=0.687 g=0.986 2/2 [==============================] - 0s 17ms/step >24, 151/693, d1=0.635, d2=0.558 g=1.021 2/2 [==============================] - 0s 17ms/step >24, 152/693, d1=0.599, d2=0.560 g=0.960 2/2 [==============================] - 0s 17ms/step >24, 153/693, d1=0.624, d2=0.640 g=1.010 2/2 [==============================] - 0s 17ms/step >24, 154/693, d1=0.597, d2=0.581 g=1.026 2/2 [==============================] - 0s 17ms/step >24, 155/693, d1=0.664, d2=0.610 g=0.981 2/2 [==============================] - 0s 17ms/step >24, 156/693, d1=0.514, d2=0.608 g=1.027 2/2 [==============================] - 0s 17ms/step >24, 157/693, d1=0.632, d2=0.624 g=0.989 2/2 [==============================] - 0s 18ms/step >24, 158/693, d1=0.624, d2=0.581 g=1.065 2/2 [==============================] - 0s 17ms/step >24, 159/693, d1=0.580, d2=0.657 g=0.954 2/2 [==============================] - 0s 16ms/step >24, 160/693, d1=0.613, d2=0.656 g=1.003 2/2 [==============================] - 0s 17ms/step >24, 161/693, d1=0.624, d2=0.535 g=0.986 2/2 [==============================] - 0s 16ms/step >24, 162/693, d1=0.617, d2=0.675 g=1.053 2/2 [==============================] - 0s 16ms/step >24, 163/693, d1=0.626, d2=0.554 g=1.038 2/2 [==============================] - 0s 18ms/step >24, 164/693, d1=0.663, d2=0.565 g=1.057 2/2 [==============================] - 0s 17ms/step >24, 165/693, d1=0.554, d2=0.627 g=1.005 2/2 [==============================] - 0s 18ms/step >24, 166/693, d1=0.597, d2=0.603 g=1.031 2/2 [==============================] - 0s 16ms/step >24, 167/693, d1=0.650, d2=0.590 g=1.016 2/2 [==============================] - 0s 16ms/step >24, 168/693, d1=0.644, d2=0.607 g=1.014 2/2 [==============================] - 0s 17ms/step >24, 169/693, d1=0.651, d2=0.625 g=0.965 2/2 [==============================] - 0s 18ms/step >24, 170/693, d1=0.552, d2=0.696 g=1.005 2/2 [==============================] - 0s 16ms/step >24, 171/693, d1=0.695, d2=0.643 g=1.048 2/2 [==============================] - 0s 17ms/step >24, 172/693, d1=0.682, d2=0.564 g=0.998 2/2 [==============================] - 0s 18ms/step >24, 173/693, d1=0.593, d2=0.571 g=0.994 2/2 [==============================] - 0s 17ms/step >24, 174/693, d1=0.570, d2=0.591 g=1.010 2/2 [==============================] - 0s 18ms/step >24, 175/693, d1=0.669, d2=0.624 g=0.990 2/2 [==============================] - 0s 16ms/step >24, 176/693, d1=0.585, d2=0.638 g=1.051 2/2 [==============================] - 0s 16ms/step >24, 177/693, d1=0.656, d2=0.545 g=0.930 2/2 [==============================] - 0s 18ms/step >24, 178/693, d1=0.640, d2=0.576 g=0.964 2/2 [==============================] - 0s 18ms/step >24, 179/693, d1=0.586, d2=0.721 g=0.915 2/2 [==============================] - 0s 18ms/step >24, 180/693, d1=0.550, d2=0.643 g=0.933 2/2 [==============================] - 0s 18ms/step >24, 181/693, d1=0.573, d2=0.588 g=0.950 2/2 [==============================] - 0s 17ms/step >24, 182/693, d1=0.609, d2=0.635 g=1.039 2/2 [==============================] - 0s 16ms/step >24, 183/693, d1=0.690, d2=0.592 g=0.928 2/2 [==============================] - 0s 17ms/step >24, 184/693, d1=0.610, d2=0.647 g=0.924 2/2 [==============================] - 0s 17ms/step >24, 185/693, d1=0.596, d2=0.551 g=1.046 2/2 [==============================] - 0s 17ms/step >24, 186/693, d1=0.636, d2=0.551 g=1.113 2/2 [==============================] - 0s 17ms/step >24, 187/693, d1=0.668, d2=0.591 g=1.067 2/2 [==============================] - 0s 20ms/step >24, 188/693, d1=0.622, d2=0.652 g=1.105 2/2 [==============================] - 0s 17ms/step >24, 189/693, d1=0.632, d2=0.694 g=0.947 2/2 [==============================] - 0s 16ms/step >24, 190/693, d1=0.679, d2=0.682 g=0.977 2/2 [==============================] - 0s 17ms/step >24, 191/693, d1=0.549, d2=0.635 g=0.957 2/2 [==============================] - 0s 17ms/step >24, 192/693, d1=0.534, d2=0.658 g=0.997 2/2 [==============================] - 0s 19ms/step >24, 193/693, d1=0.627, d2=0.631 g=1.011 2/2 [==============================] - 0s 17ms/step >24, 194/693, d1=0.720, d2=0.610 g=0.993 2/2 [==============================] - 0s 17ms/step >24, 195/693, d1=0.647, d2=0.604 g=0.972 2/2 [==============================] - 0s 17ms/step >24, 196/693, d1=0.617, d2=0.631 g=0.982 2/2 [==============================] - 0s 18ms/step >24, 197/693, d1=0.650, d2=0.635 g=0.990 2/2 [==============================] - 0s 16ms/step >24, 198/693, d1=0.641, d2=0.632 g=0.962 2/2 [==============================] - 0s 16ms/step >24, 199/693, d1=0.571, d2=0.532 g=1.040 2/2 [==============================] - 0s 18ms/step >24, 200/693, d1=0.607, d2=0.597 g=0.936 2/2 [==============================] - 0s 17ms/step >24, 201/693, d1=0.666, d2=0.818 g=0.923 2/2 [==============================] - 0s 18ms/step >24, 202/693, d1=0.582, d2=0.590 g=0.954 2/2 [==============================] - 0s 16ms/step >24, 203/693, d1=0.653, d2=0.659 g=1.005 2/2 [==============================] - 0s 19ms/step >24, 204/693, d1=0.661, d2=0.548 g=0.967 2/2 [==============================] - 0s 17ms/step >24, 205/693, d1=0.603, d2=0.568 g=1.082 2/2 [==============================] - 0s 16ms/step >24, 206/693, d1=0.688, d2=0.557 g=0.930 2/2 [==============================] - 0s 17ms/step >24, 207/693, d1=0.571, d2=0.516 g=0.984 2/2 [==============================] - 0s 18ms/step >24, 208/693, d1=0.623, d2=0.624 g=0.963 2/2 [==============================] - 0s 16ms/step >24, 209/693, d1=0.636, d2=0.613 g=0.905 2/2 [==============================] - 0s 17ms/step >24, 210/693, d1=0.602, d2=0.687 g=1.009 2/2 [==============================] - 0s 17ms/step >24, 211/693, d1=0.629, d2=0.656 g=0.904 2/2 [==============================] - 0s 15ms/step >24, 212/693, d1=0.579, d2=0.692 g=0.942 2/2 [==============================] - 0s 18ms/step >24, 213/693, d1=0.616, d2=0.584 g=0.919 2/2 [==============================] - 0s 18ms/step >24, 214/693, d1=0.623, d2=0.654 g=0.979 2/2 [==============================] - 0s 18ms/step >24, 215/693, d1=0.625, d2=0.655 g=0.979 2/2 [==============================] - 0s 17ms/step >24, 216/693, d1=0.642, d2=0.566 g=1.033 2/2 [==============================] - 0s 20ms/step >24, 217/693, d1=0.691, d2=0.604 g=1.100 2/2 [==============================] - 0s 17ms/step >24, 218/693, d1=0.655, d2=0.529 g=1.012 2/2 [==============================] - 0s 17ms/step >24, 219/693, d1=0.670, d2=0.576 g=1.065 2/2 [==============================] - 0s 17ms/step >24, 220/693, d1=0.601, d2=0.615 g=0.976 2/2 [==============================] - 0s 16ms/step >24, 221/693, d1=0.676, d2=0.677 g=0.949 2/2 [==============================] - 0s 17ms/step >24, 222/693, d1=0.603, d2=0.674 g=0.943 2/2 [==============================] - 0s 17ms/step >24, 223/693, d1=0.666, d2=0.579 g=1.024 2/2 [==============================] - 0s 16ms/step >24, 224/693, d1=0.624, d2=0.565 g=0.959 2/2 [==============================] - 0s 17ms/step >24, 225/693, d1=0.571, d2=0.615 g=1.009 2/2 [==============================] - 0s 17ms/step >24, 226/693, d1=0.582, d2=0.596 g=0.964 2/2 [==============================] - 0s 17ms/step >24, 227/693, d1=0.638, d2=0.602 g=0.900 2/2 [==============================] - 0s 16ms/step >24, 228/693, d1=0.579, d2=0.634 g=0.971 2/2 [==============================] - 0s 17ms/step >24, 229/693, d1=0.646, d2=0.669 g=0.926 2/2 [==============================] - 0s 16ms/step >24, 230/693, d1=0.542, d2=0.584 g=0.985 2/2 [==============================] - 0s 18ms/step >24, 231/693, d1=0.618, d2=0.577 g=0.969 2/2 [==============================] - 0s 16ms/step >24, 232/693, d1=0.633, d2=0.646 g=1.036 2/2 [==============================] - 0s 17ms/step >24, 233/693, d1=0.599, d2=0.581 g=1.029 2/2 [==============================] - 0s 16ms/step >24, 234/693, d1=0.619, d2=0.524 g=0.956 2/2 [==============================] - 0s 18ms/step >24, 235/693, d1=0.622, d2=0.654 g=0.905 2/2 [==============================] - 0s 16ms/step >24, 236/693, d1=0.593, d2=0.646 g=0.988 2/2 [==============================] - 0s 16ms/step >24, 237/693, d1=0.643, d2=0.631 g=0.963 2/2 [==============================] - 0s 16ms/step >24, 238/693, d1=0.564, d2=0.644 g=0.946 2/2 [==============================] - 0s 17ms/step >24, 239/693, d1=0.670, d2=0.657 g=0.938 2/2 [==============================] - 0s 17ms/step >24, 240/693, d1=0.582, d2=0.693 g=0.980 2/2 [==============================] - 0s 18ms/step >24, 241/693, d1=0.666, d2=0.634 g=0.949 2/2 [==============================] - 0s 17ms/step >24, 242/693, d1=0.638, d2=0.618 g=1.010 2/2 [==============================] - 0s 17ms/step >24, 243/693, d1=0.694, d2=0.555 g=0.943 2/2 [==============================] - 0s 17ms/step >24, 244/693, d1=0.695, d2=0.651 g=0.933 2/2 [==============================] - 0s 19ms/step >24, 245/693, d1=0.595, d2=0.564 g=0.964 2/2 [==============================] - 0s 17ms/step >24, 246/693, d1=0.623, d2=0.572 g=1.006 2/2 [==============================] - 0s 16ms/step >24, 247/693, d1=0.649, d2=0.594 g=0.970 2/2 [==============================] - 0s 19ms/step >24, 248/693, d1=0.604, d2=0.661 g=0.953 2/2 [==============================] - 0s 19ms/step >24, 249/693, d1=0.562, d2=0.625 g=1.014 2/2 [==============================] - 0s 17ms/step >24, 250/693, d1=0.665, d2=0.695 g=0.978 2/2 [==============================] - 0s 17ms/step >24, 251/693, d1=0.614, d2=0.696 g=0.992 2/2 [==============================] - 0s 17ms/step >24, 252/693, d1=0.600, d2=0.596 g=0.982 2/2 [==============================] - 0s 18ms/step >24, 253/693, d1=0.654, d2=0.626 g=0.946 2/2 [==============================] - 0s 16ms/step >24, 254/693, d1=0.642, d2=0.573 g=1.035 2/2 [==============================] - 0s 17ms/step >24, 255/693, d1=0.697, d2=0.537 g=1.049 2/2 [==============================] - 0s 16ms/step >24, 256/693, d1=0.642, d2=0.605 g=0.950 2/2 [==============================] - 0s 17ms/step >24, 257/693, d1=0.583, d2=0.595 g=0.919 2/2 [==============================] - 0s 18ms/step >24, 258/693, d1=0.572, d2=0.616 g=0.937 2/2 [==============================] - 0s 17ms/step >24, 259/693, d1=0.649, d2=0.643 g=0.924 2/2 [==============================] - 0s 17ms/step >24, 260/693, d1=0.616, d2=0.599 g=0.965 2/2 [==============================] - 0s 17ms/step >24, 261/693, d1=0.598, d2=0.584 g=0.997 2/2 [==============================] - 0s 17ms/step >24, 262/693, d1=0.612, d2=0.597 g=0.943 2/2 [==============================] - 0s 19ms/step >24, 263/693, d1=0.583, d2=0.602 g=0.955 2/2 [==============================] - 0s 18ms/step >24, 264/693, d1=0.611, d2=0.605 g=1.007 2/2 [==============================] - 0s 17ms/step >24, 265/693, d1=0.613, d2=0.589 g=1.018 2/2 [==============================] - 0s 17ms/step >24, 266/693, d1=0.595, d2=0.567 g=1.015 2/2 [==============================] - 0s 17ms/step >24, 267/693, d1=0.602, d2=0.650 g=1.015 2/2 [==============================] - 0s 19ms/step >24, 268/693, d1=0.611, d2=0.640 g=0.991 2/2 [==============================] - 0s 16ms/step >24, 269/693, d1=0.583, d2=0.621 g=1.041 2/2 [==============================] - 0s 18ms/step >24, 270/693, d1=0.658, d2=0.591 g=0.956 2/2 [==============================] - 0s 18ms/step >24, 271/693, d1=0.637, d2=0.555 g=0.989 2/2 [==============================] - 0s 16ms/step >24, 272/693, d1=0.541, d2=0.593 g=0.950 2/2 [==============================] - 0s 17ms/step >24, 273/693, d1=0.653, d2=0.686 g=0.955 2/2 [==============================] - 0s 17ms/step >24, 274/693, d1=0.647, d2=0.736 g=0.985 2/2 [==============================] - 0s 18ms/step >24, 275/693, d1=0.519, d2=0.622 g=1.016 2/2 [==============================] - 0s 17ms/step >24, 276/693, d1=0.551, d2=0.634 g=0.969 2/2 [==============================] - 0s 16ms/step >24, 277/693, d1=0.572, d2=0.621 g=1.067 2/2 [==============================] - 0s 17ms/step >24, 278/693, d1=0.690, d2=0.579 g=0.975 2/2 [==============================] - 0s 17ms/step >24, 279/693, d1=0.715, d2=0.540 g=0.970 2/2 [==============================] - 0s 17ms/step >24, 280/693, d1=0.530, d2=0.644 g=0.983 2/2 [==============================] - 0s 16ms/step >24, 281/693, d1=0.665, d2=0.528 g=1.038 2/2 [==============================] - 0s 18ms/step >24, 282/693, d1=0.636, d2=0.618 g=1.014 2/2 [==============================] - 0s 16ms/step >24, 283/693, d1=0.688, d2=0.628 g=1.031 2/2 [==============================] - 0s 16ms/step >24, 284/693, d1=0.589, d2=0.585 g=1.010 2/2 [==============================] - 0s 16ms/step >24, 285/693, d1=0.613, d2=0.539 g=0.927 2/2 [==============================] - 0s 17ms/step >24, 286/693, d1=0.643, d2=0.640 g=0.945 2/2 [==============================] - 0s 18ms/step >24, 287/693, d1=0.596, d2=0.669 g=0.974 2/2 [==============================] - 0s 18ms/step >24, 288/693, d1=0.626, d2=0.606 g=1.080 2/2 [==============================] - 0s 16ms/step >24, 289/693, d1=0.744, d2=0.593 g=0.975 2/2 [==============================] - 0s 17ms/step >24, 290/693, d1=0.615, d2=0.557 g=0.915 2/2 [==============================] - 0s 18ms/step >24, 291/693, d1=0.537, d2=0.695 g=1.057 2/2 [==============================] - 0s 17ms/step >24, 292/693, d1=0.617, d2=0.583 g=1.035 2/2 [==============================] - 0s 16ms/step >24, 293/693, d1=0.624, d2=0.619 g=1.012 2/2 [==============================] - 0s 17ms/step >24, 294/693, d1=0.644, d2=0.525 g=1.144 2/2 [==============================] - 0s 18ms/step >24, 295/693, d1=0.658, d2=0.548 g=1.175 2/2 [==============================] - 0s 18ms/step >24, 296/693, d1=0.684, d2=0.648 g=1.013 2/2 [==============================] - 0s 16ms/step >24, 297/693, d1=0.572, d2=0.644 g=0.972 2/2 [==============================] - 0s 18ms/step >24, 298/693, d1=0.608, d2=0.633 g=1.006 2/2 [==============================] - 0s 16ms/step >24, 299/693, d1=0.682, d2=0.610 g=0.962 2/2 [==============================] - 0s 16ms/step >24, 300/693, d1=0.551, d2=0.578 g=0.965 2/2 [==============================] - 0s 16ms/step >24, 301/693, d1=0.594, d2=0.545 g=1.022 2/2 [==============================] - 0s 17ms/step >24, 302/693, d1=0.665, d2=0.633 g=0.901 2/2 [==============================] - 0s 18ms/step >24, 303/693, d1=0.578, d2=0.660 g=0.979 2/2 [==============================] - 0s 18ms/step >24, 304/693, d1=0.651, d2=0.628 g=0.990 2/2 [==============================] - 0s 17ms/step >24, 305/693, d1=0.676, d2=0.574 g=1.026 2/2 [==============================] - 0s 17ms/step >24, 306/693, d1=0.567, d2=0.619 g=1.011 2/2 [==============================] - 0s 16ms/step >24, 307/693, d1=0.581, d2=0.598 g=1.019 2/2 [==============================] - 0s 18ms/step >24, 308/693, d1=0.686, d2=0.641 g=0.964 2/2 [==============================] - 0s 19ms/step >24, 309/693, d1=0.637, d2=0.601 g=1.020 2/2 [==============================] - 0s 17ms/step >24, 310/693, d1=0.556, d2=0.681 g=0.951 2/2 [==============================] - 0s 18ms/step >24, 311/693, d1=0.643, d2=0.602 g=0.969 2/2 [==============================] - 0s 17ms/step >24, 312/693, d1=0.577, d2=0.593 g=1.032 2/2 [==============================] - 0s 17ms/step >24, 313/693, d1=0.605, d2=0.538 g=1.055 2/2 [==============================] - 0s 17ms/step >24, 314/693, d1=0.561, d2=0.589 g=0.999 2/2 [==============================] - 0s 17ms/step >24, 315/693, d1=0.567, d2=0.634 g=0.950 2/2 [==============================] - 0s 18ms/step >24, 316/693, d1=0.651, d2=0.604 g=1.010 2/2 [==============================] - 0s 16ms/step >24, 317/693, d1=0.739, d2=0.598 g=0.952 2/2 [==============================] - 0s 17ms/step >24, 318/693, d1=0.617, d2=0.642 g=0.974 2/2 [==============================] - 0s 17ms/step >24, 319/693, d1=0.556, d2=0.563 g=1.042 2/2 [==============================] - 0s 16ms/step >24, 320/693, d1=0.639, d2=0.651 g=0.917 2/2 [==============================] - 0s 17ms/step >24, 321/693, d1=0.567, d2=0.618 g=0.995 2/2 [==============================] - 0s 17ms/step >24, 322/693, d1=0.592, d2=0.569 g=0.932 2/2 [==============================] - 0s 17ms/step >24, 323/693, d1=0.527, d2=0.722 g=1.092 2/2 [==============================] - 0s 16ms/step >24, 324/693, d1=0.664, d2=0.646 g=1.050 2/2 [==============================] - 0s 17ms/step >24, 325/693, d1=0.568, d2=0.608 g=0.983 2/2 [==============================] - 0s 17ms/step >24, 326/693, d1=0.649, d2=0.569 g=0.955 2/2 [==============================] - 0s 16ms/step >24, 327/693, d1=0.621, d2=0.629 g=1.008 2/2 [==============================] - 0s 18ms/step >24, 328/693, d1=0.568, d2=0.570 g=1.041 2/2 [==============================] - 0s 18ms/step >24, 329/693, d1=0.644, d2=0.628 g=0.942 2/2 [==============================] - 0s 17ms/step >24, 330/693, d1=0.687, d2=0.674 g=0.988 2/2 [==============================] - 0s 17ms/step >24, 331/693, d1=0.659, d2=0.620 g=0.909 2/2 [==============================] - 0s 16ms/step >24, 332/693, d1=0.621, d2=0.703 g=0.963 2/2 [==============================] - 0s 17ms/step >24, 333/693, d1=0.620, d2=0.623 g=0.991 2/2 [==============================] - 0s 17ms/step >24, 334/693, d1=0.610, d2=0.653 g=1.069 2/2 [==============================] - 0s 17ms/step >24, 335/693, d1=0.621, d2=0.579 g=0.923 2/2 [==============================] - 0s 18ms/step >24, 336/693, d1=0.649, d2=0.545 g=1.013 2/2 [==============================] - 0s 17ms/step >24, 337/693, d1=0.717, d2=0.643 g=0.918 2/2 [==============================] - 0s 18ms/step >24, 338/693, d1=0.606, d2=0.637 g=0.894 2/2 [==============================] - 0s 17ms/step >24, 339/693, d1=0.592, d2=0.623 g=0.926 2/2 [==============================] - 0s 17ms/step >24, 340/693, d1=0.581, d2=0.645 g=1.020 2/2 [==============================] - 0s 16ms/step >24, 341/693, d1=0.665, d2=0.629 g=0.971 2/2 [==============================] - 0s 17ms/step >24, 342/693, d1=0.683, d2=0.623 g=0.947 2/2 [==============================] - 0s 18ms/step >24, 343/693, d1=0.602, d2=0.646 g=1.030 2/2 [==============================] - 0s 18ms/step >24, 344/693, d1=0.558, d2=0.643 g=0.947 2/2 [==============================] - 0s 18ms/step >24, 345/693, d1=0.582, d2=0.580 g=1.018 2/2 [==============================] - 0s 16ms/step >24, 346/693, d1=0.683, d2=0.725 g=0.999 2/2 [==============================] - 0s 17ms/step >24, 347/693, d1=0.638, d2=0.512 g=1.044 2/2 [==============================] - 0s 18ms/step >24, 348/693, d1=0.574, d2=0.579 g=0.941 2/2 [==============================] - 0s 16ms/step >24, 349/693, d1=0.548, d2=0.611 g=1.051 2/2 [==============================] - 0s 17ms/step >24, 350/693, d1=0.616, d2=0.579 g=0.961 2/2 [==============================] - 0s 17ms/step >24, 351/693, d1=0.614, d2=0.638 g=0.982 2/2 [==============================] - 0s 17ms/step >24, 352/693, d1=0.635, d2=0.677 g=0.940 2/2 [==============================] - 0s 17ms/step >24, 353/693, d1=0.675, d2=0.656 g=0.979 2/2 [==============================] - 0s 16ms/step >24, 354/693, d1=0.585, d2=0.677 g=1.005 2/2 [==============================] - 0s 16ms/step >24, 355/693, d1=0.666, d2=0.567 g=0.991 2/2 [==============================] - 0s 16ms/step >24, 356/693, d1=0.640, d2=0.660 g=0.939 2/2 [==============================] - 0s 17ms/step >24, 357/693, d1=0.675, d2=0.725 g=0.978 2/2 [==============================] - 0s 17ms/step >24, 358/693, d1=0.649, d2=0.629 g=1.020 2/2 [==============================] - 0s 17ms/step >24, 359/693, d1=0.665, d2=0.617 g=0.964 2/2 [==============================] - 0s 19ms/step >24, 360/693, d1=0.583, d2=0.612 g=0.941 2/2 [==============================] - 0s 17ms/step >24, 361/693, d1=0.591, d2=0.648 g=0.968 2/2 [==============================] - 0s 17ms/step >24, 362/693, d1=0.623, d2=0.603 g=0.941 2/2 [==============================] - 0s 17ms/step >24, 363/693, d1=0.713, d2=0.595 g=0.889 2/2 [==============================] - 0s 16ms/step >24, 364/693, d1=0.580, d2=0.573 g=0.947 2/2 [==============================] - 0s 17ms/step >24, 365/693, d1=0.536, d2=0.642 g=0.984 2/2 [==============================] - 0s 17ms/step >24, 366/693, d1=0.567, d2=0.646 g=0.977 2/2 [==============================] - 0s 19ms/step >24, 367/693, d1=0.615, d2=0.651 g=0.977 2/2 [==============================] - 0s 16ms/step >24, 368/693, d1=0.619, d2=0.626 g=1.055 2/2 [==============================] - 0s 16ms/step >24, 369/693, d1=0.581, d2=0.588 g=1.042 2/2 [==============================] - 0s 16ms/step >24, 370/693, d1=0.579, d2=0.529 g=1.050 2/2 [==============================] - 0s 18ms/step >24, 371/693, d1=0.635, d2=0.607 g=1.049 2/2 [==============================] - 0s 16ms/step >24, 372/693, d1=0.618, d2=0.527 g=1.004 2/2 [==============================] - 0s 17ms/step >24, 373/693, d1=0.621, d2=0.642 g=1.015 2/2 [==============================] - 0s 16ms/step >24, 374/693, d1=0.631, d2=0.633 g=0.935 2/2 [==============================] - 0s 17ms/step >24, 375/693, d1=0.589, d2=0.679 g=0.890 2/2 [==============================] - 0s 17ms/step >24, 376/693, d1=0.590, d2=0.640 g=1.021 2/2 [==============================] - 0s 18ms/step >24, 377/693, d1=0.657, d2=0.581 g=1.078 2/2 [==============================] - 0s 17ms/step >24, 378/693, d1=0.613, d2=0.564 g=0.990 2/2 [==============================] - 0s 17ms/step >24, 379/693, d1=0.623, d2=0.649 g=0.978 2/2 [==============================] - 0s 19ms/step >24, 380/693, d1=0.564, d2=0.560 g=1.011 2/2 [==============================] - 0s 16ms/step >24, 381/693, d1=0.616, d2=0.633 g=1.034 2/2 [==============================] - 0s 17ms/step >24, 382/693, d1=0.606, d2=0.588 g=1.013 2/2 [==============================] - 0s 17ms/step >24, 383/693, d1=0.599, d2=0.621 g=0.982 2/2 [==============================] - 0s 19ms/step >24, 384/693, d1=0.659, d2=0.613 g=0.934 2/2 [==============================] - 0s 16ms/step >24, 385/693, d1=0.576, d2=0.616 g=1.022 2/2 [==============================] - 0s 16ms/step >24, 386/693, d1=0.643, d2=0.570 g=1.038 2/2 [==============================] - 0s 17ms/step >24, 387/693, d1=0.659, d2=0.538 g=0.949 2/2 [==============================] - 0s 17ms/step >24, 388/693, d1=0.639, d2=0.738 g=1.081 2/2 [==============================] - 0s 18ms/step >24, 389/693, d1=0.624, d2=0.591 g=1.084 2/2 [==============================] - 0s 17ms/step >24, 390/693, d1=0.616, d2=0.592 g=1.040 2/2 [==============================] - 0s 18ms/step >24, 391/693, d1=0.672, d2=0.614 g=0.993 2/2 [==============================] - 0s 16ms/step >24, 392/693, d1=0.600, d2=0.569 g=0.970 2/2 [==============================] - 0s 17ms/step >24, 393/693, d1=0.618, d2=0.656 g=0.892 2/2 [==============================] - 0s 17ms/step >24, 394/693, d1=0.590, d2=0.629 g=0.988 2/2 [==============================] - 0s 22ms/step >24, 395/693, d1=0.582, d2=0.694 g=1.052 2/2 [==============================] - 0s 18ms/step >24, 396/693, d1=0.638, d2=0.585 g=1.020 2/2 [==============================] - 0s 16ms/step >24, 397/693, d1=0.652, d2=0.643 g=0.973 2/2 [==============================] - 0s 18ms/step >24, 398/693, d1=0.643, d2=0.642 g=0.979 2/2 [==============================] - 0s 20ms/step >24, 399/693, d1=0.684, d2=0.643 g=0.991 2/2 [==============================] - 0s 18ms/step >24, 400/693, d1=0.583, d2=0.620 g=1.012 2/2 [==============================] - 0s 20ms/step >24, 401/693, d1=0.646, d2=0.553 g=0.981 2/2 [==============================] - 0s 19ms/step >24, 402/693, d1=0.633, d2=0.567 g=1.045 2/2 [==============================] - 0s 20ms/step >24, 403/693, d1=0.596, d2=0.703 g=1.080 2/2 [==============================] - 0s 17ms/step >24, 404/693, d1=0.649, d2=0.593 g=1.048 2/2 [==============================] - 0s 20ms/step >24, 405/693, d1=0.647, d2=0.586 g=1.010 2/2 [==============================] - 0s 20ms/step >24, 406/693, d1=0.605, d2=0.583 g=1.033 2/2 [==============================] - 0s 20ms/step >24, 407/693, d1=0.635, d2=0.635 g=1.021 2/2 [==============================] - 0s 19ms/step >24, 408/693, d1=0.646, d2=0.596 g=0.925 2/2 [==============================] - 0s 20ms/step >24, 409/693, d1=0.546, d2=0.536 g=0.998 2/2 [==============================] - 0s 19ms/step >24, 410/693, d1=0.637, d2=0.647 g=1.013 2/2 [==============================] - 0s 19ms/step >24, 411/693, d1=0.644, d2=0.538 g=1.011 2/2 [==============================] - 0s 20ms/step >24, 412/693, d1=0.606, d2=0.639 g=1.105 2/2 [==============================] - 0s 19ms/step >24, 413/693, d1=0.610, d2=0.576 g=1.107 2/2 [==============================] - 0s 19ms/step >24, 414/693, d1=0.706, d2=0.612 g=1.028 2/2 [==============================] - 0s 20ms/step >24, 415/693, d1=0.642, d2=0.569 g=0.993 2/2 [==============================] - 0s 19ms/step >24, 416/693, d1=0.608, d2=0.663 g=1.034 2/2 [==============================] - 0s 19ms/step >24, 417/693, d1=0.610, d2=0.587 g=1.066 2/2 [==============================] - 0s 20ms/step >24, 418/693, d1=0.576, d2=0.570 g=1.020 2/2 [==============================] - 0s 19ms/step >24, 419/693, d1=0.576, d2=0.636 g=0.926 2/2 [==============================] - 0s 20ms/step >24, 420/693, d1=0.533, d2=0.627 g=1.097 2/2 [==============================] - 0s 20ms/step >24, 421/693, d1=0.613, d2=0.541 g=1.058 2/2 [==============================] - 0s 20ms/step >24, 422/693, d1=0.598, d2=0.632 g=1.090 2/2 [==============================] - 0s 20ms/step >24, 423/693, d1=0.654, d2=0.581 g=1.061 2/2 [==============================] - 0s 22ms/step >24, 424/693, d1=0.609, d2=0.690 g=1.094 2/2 [==============================] - 0s 20ms/step >24, 425/693, d1=0.554, d2=0.599 g=1.024 2/2 [==============================] - 0s 17ms/step >24, 426/693, d1=0.714, d2=0.593 g=0.964 2/2 [==============================] - 0s 22ms/step >24, 427/693, d1=0.640, d2=0.608 g=0.971 2/2 [==============================] - 0s 20ms/step >24, 428/693, d1=0.551, d2=0.620 g=1.044 2/2 [==============================] - 0s 20ms/step >24, 429/693, d1=0.550, d2=0.586 g=0.972 2/2 [==============================] - 0s 19ms/step >24, 430/693, d1=0.639, d2=0.596 g=1.040 2/2 [==============================] - 0s 21ms/step >24, 431/693, d1=0.605, d2=0.645 g=0.968 2/2 [==============================] - 0s 19ms/step >24, 432/693, d1=0.664, d2=0.683 g=0.973 2/2 [==============================] - 0s 20ms/step >24, 433/693, d1=0.621, d2=0.601 g=1.059 2/2 [==============================] - 0s 18ms/step >24, 434/693, d1=0.603, d2=0.607 g=1.031 2/2 [==============================] - 0s 20ms/step >24, 435/693, d1=0.661, d2=0.620 g=1.040 2/2 [==============================] - 0s 19ms/step >24, 436/693, d1=0.614, d2=0.601 g=1.097 2/2 [==============================] - 0s 19ms/step >24, 437/693, d1=0.648, d2=0.528 g=1.152 2/2 [==============================] - 0s 20ms/step >24, 438/693, d1=0.617, d2=0.524 g=1.096 2/2 [==============================] - 0s 18ms/step >24, 439/693, d1=0.580, d2=0.598 g=0.902 2/2 [==============================] - 0s 18ms/step >24, 440/693, d1=0.583, d2=0.669 g=1.084 2/2 [==============================] - 0s 19ms/step >24, 441/693, d1=0.670, d2=0.566 g=1.113 2/2 [==============================] - 0s 17ms/step >24, 442/693, d1=0.638, d2=0.668 g=1.189 2/2 [==============================] - 0s 19ms/step >24, 443/693, d1=0.619, d2=0.485 g=1.167 2/2 [==============================] - 0s 18ms/step >24, 444/693, d1=0.592, d2=0.603 g=1.000 2/2 [==============================] - 0s 19ms/step >24, 445/693, d1=0.579, d2=0.644 g=1.119 2/2 [==============================] - 0s 18ms/step >24, 446/693, d1=0.561, d2=0.596 g=1.042 2/2 [==============================] - 0s 18ms/step >24, 447/693, d1=0.594, d2=0.572 g=1.177 2/2 [==============================] - 0s 18ms/step >24, 448/693, d1=0.533, d2=0.588 g=0.992 2/2 [==============================] - 0s 17ms/step >24, 449/693, d1=0.598, d2=0.649 g=1.006 2/2 [==============================] - 0s 17ms/step >24, 450/693, d1=0.578, d2=0.606 g=1.129 2/2 [==============================] - 0s 16ms/step >24, 451/693, d1=0.587, d2=0.730 g=1.050 2/2 [==============================] - 0s 17ms/step >24, 452/693, d1=0.542, d2=0.546 g=1.032 2/2 [==============================] - 0s 18ms/step >24, 453/693, d1=0.677, d2=0.551 g=1.030 2/2 [==============================] - 0s 18ms/step >24, 454/693, d1=0.643, d2=0.614 g=0.982 2/2 [==============================] - 0s 18ms/step >24, 455/693, d1=0.586, d2=0.604 g=0.980 2/2 [==============================] - 0s 18ms/step >24, 456/693, d1=0.683, d2=0.579 g=0.957 2/2 [==============================] - 0s 18ms/step >24, 457/693, d1=0.576, d2=0.652 g=0.930 2/2 [==============================] - 0s 17ms/step >24, 458/693, d1=0.530, d2=0.632 g=0.924 2/2 [==============================] - 0s 17ms/step >24, 459/693, d1=0.714, d2=0.671 g=1.026 2/2 [==============================] - 0s 18ms/step >24, 460/693, d1=0.660, d2=0.627 g=1.002 2/2 [==============================] - 0s 17ms/step >24, 461/693, d1=0.590, d2=0.641 g=1.120 2/2 [==============================] - 0s 17ms/step >24, 462/693, d1=0.666, d2=0.574 g=1.130 2/2 [==============================] - 0s 18ms/step >24, 463/693, d1=0.615, d2=0.494 g=0.995 2/2 [==============================] - 0s 18ms/step >24, 464/693, d1=0.606, d2=0.638 g=0.968 2/2 [==============================] - 0s 17ms/step >24, 465/693, d1=0.554, d2=0.578 g=0.972 2/2 [==============================] - 0s 18ms/step >24, 466/693, d1=0.604, d2=0.589 g=0.938 2/2 [==============================] - 0s 18ms/step >24, 467/693, d1=0.591, d2=0.647 g=0.958 2/2 [==============================] - 0s 20ms/step >24, 468/693, d1=0.625, d2=0.548 g=1.055 2/2 [==============================] - 0s 18ms/step >24, 469/693, d1=0.623, d2=0.643 g=0.974 2/2 [==============================] - 0s 18ms/step >24, 470/693, d1=0.626, d2=0.620 g=1.095 2/2 [==============================] - 0s 17ms/step >24, 471/693, d1=0.561, d2=0.586 g=1.093 2/2 [==============================] - 0s 18ms/step >24, 472/693, d1=0.555, d2=0.610 g=1.115 2/2 [==============================] - 0s 18ms/step >24, 473/693, d1=0.665, d2=0.659 g=1.035 2/2 [==============================] - 0s 19ms/step >24, 474/693, d1=0.582, d2=0.548 g=1.077 2/2 [==============================] - 0s 18ms/step >24, 475/693, d1=0.663, d2=0.639 g=1.021 2/2 [==============================] - 0s 17ms/step >24, 476/693, d1=0.604, d2=0.590 g=1.030 2/2 [==============================] - 0s 18ms/step >24, 477/693, d1=0.684, d2=0.629 g=0.943 2/2 [==============================] - 0s 17ms/step >24, 478/693, d1=0.613, d2=0.622 g=0.991 2/2 [==============================] - 0s 17ms/step >24, 479/693, d1=0.582, d2=0.653 g=0.948 2/2 [==============================] - 0s 18ms/step >24, 480/693, d1=0.617, d2=0.571 g=0.993 2/2 [==============================] - 0s 17ms/step >24, 481/693, d1=0.660, d2=0.662 g=0.955 2/2 [==============================] - 0s 17ms/step >24, 482/693, d1=0.613, d2=0.591 g=0.948 2/2 [==============================] - 0s 17ms/step >24, 483/693, d1=0.646, d2=0.601 g=0.868 2/2 [==============================] - 0s 18ms/step >24, 484/693, d1=0.597, d2=0.622 g=0.992 2/2 [==============================] - 0s 18ms/step >24, 485/693, d1=0.584, d2=0.615 g=1.038 2/2 [==============================] - 0s 16ms/step >24, 486/693, d1=0.661, d2=0.572 g=0.974 2/2 [==============================] - 0s 17ms/step >24, 487/693, d1=0.589, d2=0.579 g=1.018 2/2 [==============================] - 0s 17ms/step >24, 488/693, d1=0.584, d2=0.536 g=1.019 2/2 [==============================] - 0s 18ms/step >24, 489/693, d1=0.626, d2=0.630 g=1.002 2/2 [==============================] - 0s 19ms/step >24, 490/693, d1=0.556, d2=0.590 g=1.039 2/2 [==============================] - 0s 22ms/step >24, 491/693, d1=0.565, d2=0.638 g=0.973 2/2 [==============================] - 0s 21ms/step >24, 492/693, d1=0.574, d2=0.579 g=0.982 2/2 [==============================] - 0s 20ms/step >24, 493/693, d1=0.603, d2=0.575 g=0.985 2/2 [==============================] - 0s 17ms/step >24, 494/693, d1=0.679, d2=0.656 g=0.927 2/2 [==============================] - 0s 18ms/step >24, 495/693, d1=0.550, d2=0.606 g=0.920 2/2 [==============================] - 0s 17ms/step >24, 496/693, d1=0.580, d2=0.623 g=0.931 2/2 [==============================] - 0s 18ms/step >24, 497/693, d1=0.524, d2=0.583 g=0.940 2/2 [==============================] - 0s 19ms/step >24, 498/693, d1=0.615, d2=0.618 g=0.957 2/2 [==============================] - 0s 18ms/step >24, 499/693, d1=0.633, d2=0.587 g=1.010 2/2 [==============================] - 0s 17ms/step >24, 500/693, d1=0.521, d2=0.555 g=1.041 2/2 [==============================] - 0s 19ms/step >24, 501/693, d1=0.564, d2=0.577 g=1.054 2/2 [==============================] - 0s 19ms/step >24, 502/693, d1=0.622, d2=0.631 g=1.019 2/2 [==============================] - 0s 18ms/step >24, 503/693, d1=0.663, d2=0.687 g=0.978 2/2 [==============================] - 0s 18ms/step >24, 504/693, d1=0.623, d2=0.648 g=1.059 2/2 [==============================] - 0s 18ms/step >24, 505/693, d1=0.663, d2=0.559 g=0.969 2/2 [==============================] - 0s 19ms/step >24, 506/693, d1=0.731, d2=0.634 g=0.998 2/2 [==============================] - 0s 18ms/step >24, 507/693, d1=0.614, d2=0.660 g=1.026 2/2 [==============================] - 0s 19ms/step >24, 508/693, d1=0.623, d2=0.640 g=0.976 2/2 [==============================] - 0s 19ms/step >24, 509/693, d1=0.602, d2=0.610 g=0.974 2/2 [==============================] - 0s 18ms/step >24, 510/693, d1=0.673, d2=0.588 g=0.964 2/2 [==============================] - 0s 18ms/step >24, 511/693, d1=0.613, d2=0.556 g=0.884 2/2 [==============================] - 0s 18ms/step >24, 512/693, d1=0.606, d2=0.602 g=0.997 2/2 [==============================] - 0s 17ms/step >24, 513/693, d1=0.574, d2=0.583 g=0.916 2/2 [==============================] - 0s 18ms/step >24, 514/693, d1=0.586, d2=0.607 g=1.078 2/2 [==============================] - 0s 19ms/step >24, 515/693, d1=0.607, d2=0.680 g=0.983 2/2 [==============================] - 0s 19ms/step >24, 516/693, d1=0.617, d2=0.645 g=1.032 2/2 [==============================] - 0s 18ms/step >24, 517/693, d1=0.649, d2=0.545 g=1.047 2/2 [==============================] - 0s 19ms/step >24, 518/693, d1=0.577, d2=0.581 g=1.087 2/2 [==============================] - 0s 20ms/step >24, 519/693, d1=0.592, d2=0.640 g=1.006 2/2 [==============================] - 0s 17ms/step >24, 520/693, d1=0.565, d2=0.620 g=1.149 2/2 [==============================] - 0s 19ms/step >24, 521/693, d1=0.752, d2=0.471 g=1.064 2/2 [==============================] - 0s 17ms/step >24, 522/693, d1=0.574, d2=0.595 g=0.986 2/2 [==============================] - 0s 19ms/step >24, 523/693, d1=0.618, d2=0.632 g=0.920 2/2 [==============================] - 0s 17ms/step >24, 524/693, d1=0.595, d2=0.588 g=1.003 2/2 [==============================] - 0s 16ms/step >24, 525/693, d1=0.594, d2=0.601 g=0.968 2/2 [==============================] - 0s 17ms/step >24, 526/693, d1=0.598, d2=0.729 g=1.017 2/2 [==============================] - 0s 17ms/step >24, 527/693, d1=0.579, d2=0.708 g=1.045 2/2 [==============================] - 0s 18ms/step >24, 528/693, d1=0.642, d2=0.553 g=1.027 2/2 [==============================] - 0s 20ms/step >24, 529/693, d1=0.583, d2=0.655 g=1.017 2/2 [==============================] - 0s 18ms/step >24, 530/693, d1=0.649, d2=0.542 g=1.019 2/2 [==============================] - 0s 18ms/step >24, 531/693, d1=0.580, d2=0.586 g=1.014 2/2 [==============================] - 0s 21ms/step >24, 532/693, d1=0.624, d2=0.562 g=1.010 2/2 [==============================] - 0s 20ms/step >24, 533/693, d1=0.619, d2=0.591 g=0.982 2/2 [==============================] - 0s 19ms/step >24, 534/693, d1=0.566, d2=0.627 g=0.958 2/2 [==============================] - 0s 20ms/step >24, 535/693, d1=0.526, d2=0.621 g=0.998 2/2 [==============================] - 0s 21ms/step >24, 536/693, d1=0.567, d2=0.588 g=0.973 2/2 [==============================] - 0s 18ms/step >24, 537/693, d1=0.666, d2=0.694 g=1.007 2/2 [==============================] - 0s 19ms/step >24, 538/693, d1=0.621, d2=0.601 g=1.041 2/2 [==============================] - 0s 18ms/step >24, 539/693, d1=0.618, d2=0.538 g=1.117 2/2 [==============================] - 0s 20ms/step >24, 540/693, d1=0.640, d2=0.577 g=0.967 2/2 [==============================] - 0s 20ms/step >24, 541/693, d1=0.592, d2=0.620 g=0.959 2/2 [==============================] - 0s 19ms/step >24, 542/693, d1=0.637, d2=0.634 g=0.974 2/2 [==============================] - 0s 21ms/step >24, 543/693, d1=0.620, d2=0.689 g=1.059 2/2 [==============================] - 0s 20ms/step >24, 544/693, d1=0.576, d2=0.607 g=1.032 2/2 [==============================] - 0s 19ms/step >24, 545/693, d1=0.595, d2=0.595 g=1.017 2/2 [==============================] - 0s 20ms/step >24, 546/693, d1=0.709, d2=0.572 g=0.998 2/2 [==============================] - 0s 19ms/step >24, 547/693, d1=0.610, d2=0.647 g=0.988 2/2 [==============================] - 0s 20ms/step >24, 548/693, d1=0.646, d2=0.581 g=1.009 2/2 [==============================] - 0s 18ms/step >24, 549/693, d1=0.617, d2=0.563 g=1.015 2/2 [==============================] - 0s 20ms/step >24, 550/693, d1=0.572, d2=0.620 g=0.958 2/2 [==============================] - 0s 19ms/step >24, 551/693, d1=0.562, d2=0.590 g=1.032 2/2 [==============================] - 0s 20ms/step >24, 552/693, d1=0.632, d2=0.613 g=0.976 2/2 [==============================] - 0s 19ms/step >24, 553/693, d1=0.554, d2=0.562 g=1.025 2/2 [==============================] - 0s 20ms/step >24, 554/693, d1=0.604, d2=0.638 g=1.037 2/2 [==============================] - 0s 19ms/step >24, 555/693, d1=0.672, d2=0.569 g=1.078 2/2 [==============================] - 0s 19ms/step >24, 556/693, d1=0.626, d2=0.698 g=1.024 2/2 [==============================] - 0s 19ms/step >24, 557/693, d1=0.545, d2=0.588 g=1.100 2/2 [==============================] - 0s 20ms/step >24, 558/693, d1=0.718, d2=0.468 g=1.151 2/2 [==============================] - 0s 20ms/step >24, 559/693, d1=0.614, d2=0.568 g=1.015 2/2 [==============================] - 0s 19ms/step >24, 560/693, d1=0.591, d2=0.687 g=0.974 2/2 [==============================] - 0s 20ms/step >24, 561/693, d1=0.643, d2=0.613 g=0.976 2/2 [==============================] - 0s 20ms/step >24, 562/693, d1=0.638, d2=0.671 g=0.982 2/2 [==============================] - 0s 18ms/step >24, 563/693, d1=0.641, d2=0.657 g=0.967 2/2 [==============================] - 0s 19ms/step >24, 564/693, d1=0.642, d2=0.611 g=0.959 2/2 [==============================] - 0s 21ms/step >24, 565/693, d1=0.632, d2=0.598 g=0.938 2/2 [==============================] - 0s 20ms/step >24, 566/693, d1=0.683, d2=0.623 g=0.972 2/2 [==============================] - 0s 19ms/step >24, 567/693, d1=0.619, d2=0.570 g=0.999 2/2 [==============================] - 0s 20ms/step >24, 568/693, d1=0.579, d2=0.626 g=1.010 2/2 [==============================] - 0s 21ms/step >24, 569/693, d1=0.645, d2=0.565 g=1.006 2/2 [==============================] - 0s 19ms/step >24, 570/693, d1=0.584, d2=0.625 g=0.944 2/2 [==============================] - 0s 19ms/step >24, 571/693, d1=0.607, d2=0.695 g=1.034 2/2 [==============================] - 0s 19ms/step >24, 572/693, d1=0.594, d2=0.660 g=0.901 2/2 [==============================] - 0s 19ms/step >24, 573/693, d1=0.626, d2=0.590 g=1.019 2/2 [==============================] - 0s 20ms/step >24, 574/693, d1=0.630, d2=0.659 g=0.996 2/2 [==============================] - 0s 19ms/step >24, 575/693, d1=0.605, d2=0.686 g=0.977 2/2 [==============================] - 0s 19ms/step >24, 576/693, d1=0.588, d2=0.613 g=1.020 2/2 [==============================] - 0s 21ms/step >24, 577/693, d1=0.636, d2=0.634 g=1.007 2/2 [==============================] - 0s 19ms/step >24, 578/693, d1=0.633, d2=0.657 g=1.118 2/2 [==============================] - 0s 20ms/step >24, 579/693, d1=0.706, d2=0.565 g=1.099 2/2 [==============================] - 0s 21ms/step >24, 580/693, d1=0.685, d2=0.557 g=0.962 2/2 [==============================] - 0s 21ms/step >24, 581/693, d1=0.675, d2=0.572 g=0.912 2/2 [==============================] - 0s 21ms/step >24, 582/693, d1=0.586, d2=0.648 g=1.018 2/2 [==============================] - 0s 17ms/step >24, 583/693, d1=0.604, d2=0.618 g=1.003 2/2 [==============================] - 0s 17ms/step >24, 584/693, d1=0.621, d2=0.730 g=0.999 2/2 [==============================] - 0s 18ms/step >24, 585/693, d1=0.647, d2=0.616 g=0.947 2/2 [==============================] - 0s 18ms/step >24, 586/693, d1=0.651, d2=0.528 g=0.939 2/2 [==============================] - 0s 18ms/step >24, 587/693, d1=0.654, d2=0.654 g=0.977 2/2 [==============================] - 0s 18ms/step >24, 588/693, d1=0.628, d2=0.618 g=1.007 2/2 [==============================] - 0s 16ms/step >24, 589/693, d1=0.582, d2=0.660 g=0.982 2/2 [==============================] - 0s 18ms/step >24, 590/693, d1=0.551, d2=0.602 g=0.972 2/2 [==============================] - 0s 17ms/step >24, 591/693, d1=0.617, d2=0.617 g=0.959 2/2 [==============================] - 0s 18ms/step >24, 592/693, d1=0.544, d2=0.584 g=1.069 2/2 [==============================] - 0s 18ms/step >24, 593/693, d1=0.586, d2=0.649 g=0.991 2/2 [==============================] - 0s 16ms/step >24, 594/693, d1=0.589, d2=0.591 g=0.978 2/2 [==============================] - 0s 17ms/step >24, 595/693, d1=0.624, d2=0.633 g=1.058 2/2 [==============================] - 0s 16ms/step >24, 596/693, d1=0.601, d2=0.552 g=1.010 2/2 [==============================] - 0s 17ms/step >24, 597/693, d1=0.564, d2=0.591 g=1.047 2/2 [==============================] - 0s 17ms/step >24, 598/693, d1=0.657, d2=0.567 g=0.997 2/2 [==============================] - 0s 17ms/step >24, 599/693, d1=0.616, d2=0.609 g=0.977 2/2 [==============================] - 0s 18ms/step >24, 600/693, d1=0.575, d2=0.631 g=1.015 2/2 [==============================] - 0s 17ms/step >24, 601/693, d1=0.677, d2=0.551 g=1.026 2/2 [==============================] - 0s 17ms/step >24, 602/693, d1=0.596, d2=0.608 g=0.965 2/2 [==============================] - 0s 17ms/step >24, 603/693, d1=0.500, d2=0.710 g=0.968 2/2 [==============================] - 0s 17ms/step >24, 604/693, d1=0.642, d2=0.668 g=0.991 2/2 [==============================] - 0s 16ms/step >24, 605/693, d1=0.648, d2=0.637 g=0.979 2/2 [==============================] - 0s 18ms/step >24, 606/693, d1=0.619, d2=0.648 g=1.044 2/2 [==============================] - 0s 22ms/step >24, 607/693, d1=0.670, d2=0.601 g=1.068 2/2 [==============================] - 0s 21ms/step >24, 608/693, d1=0.635, d2=0.633 g=0.963 2/2 [==============================] - 0s 17ms/step >24, 609/693, d1=0.689, d2=0.584 g=0.919 2/2 [==============================] - 0s 16ms/step >24, 610/693, d1=0.623, d2=0.585 g=1.018 2/2 [==============================] - 0s 17ms/step >24, 611/693, d1=0.571, d2=0.613 g=0.972 2/2 [==============================] - 0s 16ms/step >24, 612/693, d1=0.540, d2=0.589 g=1.049 2/2 [==============================] - 0s 16ms/step >24, 613/693, d1=0.700, d2=0.610 g=0.995 2/2 [==============================] - 0s 17ms/step >24, 614/693, d1=0.645, d2=0.634 g=0.960 2/2 [==============================] - 0s 17ms/step >24, 615/693, d1=0.587, d2=0.652 g=0.926 2/2 [==============================] - 0s 17ms/step >24, 616/693, d1=0.513, d2=0.689 g=0.991 2/2 [==============================] - 0s 18ms/step >24, 617/693, d1=0.609, d2=0.544 g=1.032 2/2 [==============================] - 0s 17ms/step >24, 618/693, d1=0.579, d2=0.543 g=1.059 2/2 [==============================] - 0s 17ms/step >24, 619/693, d1=0.610, d2=0.592 g=1.090 2/2 [==============================] - 0s 16ms/step >24, 620/693, d1=0.661, d2=0.654 g=0.994 2/2 [==============================] - 0s 17ms/step >24, 621/693, d1=0.600, d2=0.584 g=1.074 2/2 [==============================] - 0s 16ms/step >24, 622/693, d1=0.608, d2=0.632 g=0.964 2/2 [==============================] - 0s 17ms/step >24, 623/693, d1=0.564, d2=0.648 g=1.024 2/2 [==============================] - 0s 16ms/step >24, 624/693, d1=0.725, d2=0.575 g=1.088 2/2 [==============================] - 0s 18ms/step >24, 625/693, d1=0.653, d2=0.600 g=1.054 2/2 [==============================] - 0s 18ms/step >24, 626/693, d1=0.546, d2=0.510 g=1.060 2/2 [==============================] - 0s 16ms/step >24, 627/693, d1=0.570, d2=0.532 g=1.045 2/2 [==============================] - 0s 17ms/step >24, 628/693, d1=0.614, d2=0.637 g=0.973 2/2 [==============================] - 0s 17ms/step >24, 629/693, d1=0.651, d2=0.626 g=0.974 2/2 [==============================] - 0s 17ms/step >24, 630/693, d1=0.558, d2=0.611 g=0.997 2/2 [==============================] - 0s 17ms/step >24, 631/693, d1=0.624, d2=0.624 g=0.957 2/2 [==============================] - 0s 16ms/step >24, 632/693, d1=0.617, d2=0.596 g=0.995 2/2 [==============================] - 0s 17ms/step >24, 633/693, d1=0.649, d2=0.578 g=1.029 2/2 [==============================] - 0s 17ms/step >24, 634/693, d1=0.581, d2=0.642 g=0.994 2/2 [==============================] - 0s 16ms/step >24, 635/693, d1=0.611, d2=0.643 g=0.923 2/2 [==============================] - 0s 17ms/step >24, 636/693, d1=0.618, d2=0.563 g=0.976 2/2 [==============================] - 0s 16ms/step >24, 637/693, d1=0.619, d2=0.591 g=1.028 2/2 [==============================] - 0s 16ms/step >24, 638/693, d1=0.631, d2=0.554 g=0.953 2/2 [==============================] - 0s 17ms/step >24, 639/693, d1=0.625, d2=0.595 g=0.916 2/2 [==============================] - 0s 17ms/step >24, 640/693, d1=0.536, d2=0.627 g=1.032 2/2 [==============================] - 0s 18ms/step >24, 641/693, d1=0.586, d2=0.560 g=1.124 2/2 [==============================] - 0s 17ms/step >24, 642/693, d1=0.689, d2=0.541 g=1.065 2/2 [==============================] - 0s 18ms/step >24, 643/693, d1=0.604, d2=0.569 g=1.020 2/2 [==============================] - 0s 18ms/step >24, 644/693, d1=0.589, d2=0.610 g=0.997 2/2 [==============================] - 0s 18ms/step >24, 645/693, d1=0.667, d2=0.598 g=1.015 2/2 [==============================] - 0s 18ms/step >24, 646/693, d1=0.630, d2=0.579 g=0.953 2/2 [==============================] - 0s 17ms/step >24, 647/693, d1=0.597, d2=0.695 g=1.025 2/2 [==============================] - 0s 16ms/step >24, 648/693, d1=0.575, d2=0.586 g=1.022 2/2 [==============================] - 0s 18ms/step >24, 649/693, d1=0.575, d2=0.551 g=0.947 2/2 [==============================] - 0s 17ms/step >24, 650/693, d1=0.572, d2=0.685 g=0.948 2/2 [==============================] - 0s 17ms/step >24, 651/693, d1=0.586, d2=0.639 g=0.993 2/2 [==============================] - 0s 19ms/step >24, 652/693, d1=0.605, d2=0.617 g=1.025 2/2 [==============================] - 0s 16ms/step >24, 653/693, d1=0.634, d2=0.573 g=1.022 2/2 [==============================] - 0s 18ms/step >24, 654/693, d1=0.527, d2=0.600 g=0.955 2/2 [==============================] - 0s 17ms/step >24, 655/693, d1=0.626, d2=0.597 g=0.982 2/2 [==============================] - 0s 18ms/step >24, 656/693, d1=0.557, d2=0.548 g=1.156 2/2 [==============================] - 0s 17ms/step >24, 657/693, d1=0.718, d2=0.631 g=1.029 2/2 [==============================] - 0s 17ms/step >24, 658/693, d1=0.628, d2=0.693 g=0.965 2/2 [==============================] - 0s 17ms/step >24, 659/693, d1=0.593, d2=0.601 g=0.989 2/2 [==============================] - 0s 16ms/step >24, 660/693, d1=0.573, d2=0.564 g=1.044 2/2 [==============================] - 0s 17ms/step >24, 661/693, d1=0.595, d2=0.583 g=1.001 2/2 [==============================] - 0s 17ms/step >24, 662/693, d1=0.570, d2=0.607 g=0.990 2/2 [==============================] - 0s 17ms/step >24, 663/693, d1=0.591, d2=0.604 g=0.944 2/2 [==============================] - 0s 16ms/step >24, 664/693, d1=0.579, d2=0.667 g=0.972 2/2 [==============================] - 0s 16ms/step >24, 665/693, d1=0.642, d2=0.535 g=1.027 2/2 [==============================] - 0s 19ms/step >24, 666/693, d1=0.677, d2=0.627 g=1.034 2/2 [==============================] - 0s 17ms/step >24, 667/693, d1=0.553, d2=0.586 g=1.064 2/2 [==============================] - 0s 17ms/step >24, 668/693, d1=0.659, d2=0.579 g=0.974 2/2 [==============================] - 0s 17ms/step >24, 669/693, d1=0.668, d2=0.692 g=1.107 2/2 [==============================] - 0s 17ms/step >24, 670/693, d1=0.560, d2=0.596 g=1.042 2/2 [==============================] - 0s 16ms/step >24, 671/693, d1=0.627, d2=0.583 g=1.084 2/2 [==============================] - 0s 17ms/step >24, 672/693, d1=0.616, d2=0.622 g=0.984 2/2 [==============================] - 0s 18ms/step >24, 673/693, d1=0.608, d2=0.593 g=1.066 2/2 [==============================] - 0s 16ms/step >24, 674/693, d1=0.610, d2=0.575 g=0.952 2/2 [==============================] - 0s 17ms/step >24, 675/693, d1=0.555, d2=0.721 g=1.092 2/2 [==============================] - 0s 17ms/step >24, 676/693, d1=0.600, d2=0.602 g=1.072 2/2 [==============================] - 0s 16ms/step >24, 677/693, d1=0.601, d2=0.598 g=1.004 2/2 [==============================] - 0s 17ms/step >24, 678/693, d1=0.641, d2=0.573 g=1.063 2/2 [==============================] - 0s 16ms/step >24, 679/693, d1=0.593, d2=0.601 g=0.980 2/2 [==============================] - 0s 17ms/step >24, 680/693, d1=0.617, d2=0.673 g=1.006 2/2 [==============================] - 0s 17ms/step >24, 681/693, d1=0.669, d2=0.639 g=0.935 2/2 [==============================] - 0s 19ms/step >24, 682/693, d1=0.552, d2=0.573 g=0.966 2/2 [==============================] - 0s 15ms/step >24, 683/693, d1=0.603, d2=0.582 g=0.970 2/2 [==============================] - 0s 18ms/step >24, 684/693, d1=0.596, d2=0.714 g=0.987 2/2 [==============================] - 0s 18ms/step >24, 685/693, d1=0.549, d2=0.647 g=1.097 2/2 [==============================] - 0s 17ms/step >24, 686/693, d1=0.620, d2=0.610 g=1.072 2/2 [==============================] - 0s 17ms/step >24, 687/693, d1=0.717, d2=0.601 g=1.009 2/2 [==============================] - 0s 17ms/step >24, 688/693, d1=0.683, d2=0.607 g=1.003 2/2 [==============================] - 0s 17ms/step >24, 689/693, d1=0.562, d2=0.680 g=0.969 2/2 [==============================] - 0s 16ms/step >24, 690/693, d1=0.650, d2=0.682 g=0.969 2/2 [==============================] - 0s 16ms/step >24, 691/693, d1=0.686, d2=0.600 g=0.943 2/2 [==============================] - 0s 16ms/step >24, 692/693, d1=0.584, d2=0.611 g=0.995 2/2 [==============================] - 0s 17ms/step >24, 693/693, d1=0.663, d2=0.680 g=0.892 2/2 [==============================] - 0s 16ms/step >25, 1/693, d1=0.639, d2=0.614 g=1.001 2/2 [==============================] - 0s 17ms/step >25, 2/693, d1=0.518, d2=0.634 g=0.983 2/2 [==============================] - 0s 16ms/step >25, 3/693, d1=0.570, d2=0.654 g=1.080 2/2 [==============================] - 0s 16ms/step >25, 4/693, d1=0.661, d2=0.512 g=0.979 2/2 [==============================] - 0s 17ms/step >25, 5/693, d1=0.701, d2=0.668 g=0.919 2/2 [==============================] - 0s 17ms/step >25, 6/693, d1=0.548, d2=0.703 g=1.020 2/2 [==============================] - 0s 18ms/step >25, 7/693, d1=0.611, d2=0.611 g=1.023 2/2 [==============================] - 0s 17ms/step >25, 8/693, d1=0.644, d2=0.549 g=1.005 2/2 [==============================] - 0s 18ms/step >25, 9/693, d1=0.660, d2=0.559 g=1.005 2/2 [==============================] - 0s 17ms/step >25, 10/693, d1=0.641, d2=0.633 g=0.952 2/2 [==============================] - 0s 17ms/step >25, 11/693, d1=0.646, d2=0.605 g=0.929 2/2 [==============================] - 0s 16ms/step >25, 12/693, d1=0.604, d2=0.612 g=0.992 2/2 [==============================] - 0s 16ms/step >25, 13/693, d1=0.582, d2=0.586 g=1.034 2/2 [==============================] - 0s 18ms/step >25, 14/693, d1=0.505, d2=0.555 g=1.012 2/2 [==============================] - 0s 16ms/step >25, 15/693, d1=0.577, d2=0.567 g=0.983 2/2 [==============================] - 0s 17ms/step >25, 16/693, d1=0.617, d2=0.721 g=1.017 2/2 [==============================] - 0s 16ms/step >25, 17/693, d1=0.613, d2=0.585 g=1.110 2/2 [==============================] - 0s 17ms/step >25, 18/693, d1=0.701, d2=0.610 g=1.049 2/2 [==============================] - 0s 18ms/step >25, 19/693, d1=0.606, d2=0.601 g=0.927 2/2 [==============================] - 0s 17ms/step >25, 20/693, d1=0.636, d2=0.586 g=1.043 2/2 [==============================] - 0s 17ms/step >25, 21/693, d1=0.624, d2=0.567 g=0.967 2/2 [==============================] - 0s 18ms/step >25, 22/693, d1=0.632, d2=0.595 g=1.036 2/2 [==============================] - 0s 17ms/step >25, 23/693, d1=0.627, d2=0.622 g=1.032 2/2 [==============================] - 0s 19ms/step >25, 24/693, d1=0.628, d2=0.590 g=0.946 2/2 [==============================] - 0s 18ms/step >25, 25/693, d1=0.567, d2=0.659 g=1.101 2/2 [==============================] - 0s 18ms/step >25, 26/693, d1=0.635, d2=0.579 g=1.079 2/2 [==============================] - 0s 19ms/step >25, 27/693, d1=0.712, d2=0.705 g=0.959 2/2 [==============================] - 0s 19ms/step >25, 28/693, d1=0.707, d2=0.659 g=0.993 2/2 [==============================] - 0s 17ms/step >25, 29/693, d1=0.593, d2=0.652 g=0.975 2/2 [==============================] - 0s 16ms/step >25, 30/693, d1=0.607, d2=0.587 g=0.983 2/2 [==============================] - 0s 17ms/step >25, 31/693, d1=0.668, d2=0.662 g=1.013 2/2 [==============================] - 0s 17ms/step >25, 32/693, d1=0.667, d2=0.618 g=0.980 2/2 [==============================] - 0s 17ms/step >25, 33/693, d1=0.681, d2=0.648 g=0.976 2/2 [==============================] - 0s 17ms/step >25, 34/693, d1=0.633, d2=0.625 g=0.991 2/2 [==============================] - 0s 16ms/step >25, 35/693, d1=0.581, d2=0.564 g=1.008 2/2 [==============================] - 0s 17ms/step >25, 36/693, d1=0.614, d2=0.625 g=1.010 2/2 [==============================] - 0s 17ms/step >25, 37/693, d1=0.560, d2=0.537 g=1.013 2/2 [==============================] - 0s 17ms/step >25, 38/693, d1=0.529, d2=0.662 g=1.063 2/2 [==============================] - 0s 17ms/step >25, 39/693, d1=0.629, d2=0.681 g=0.990 2/2 [==============================] - 0s 17ms/step >25, 40/693, d1=0.547, d2=0.594 g=1.031 2/2 [==============================] - 0s 17ms/step >25, 41/693, d1=0.562, d2=0.633 g=1.096 2/2 [==============================] - 0s 16ms/step >25, 42/693, d1=0.622, d2=0.603 g=1.080 2/2 [==============================] - 0s 16ms/step >25, 43/693, d1=0.606, d2=0.600 g=1.005 2/2 [==============================] - 0s 17ms/step >25, 44/693, d1=0.608, d2=0.563 g=1.026 2/2 [==============================] - 0s 19ms/step >25, 45/693, d1=0.630, d2=0.601 g=1.000 2/2 [==============================] - 0s 17ms/step >25, 46/693, d1=0.625, d2=0.505 g=1.005 2/2 [==============================] - 0s 16ms/step >25, 47/693, d1=0.601, d2=0.567 g=1.042 2/2 [==============================] - 0s 18ms/step >25, 48/693, d1=0.570, d2=0.646 g=0.947 2/2 [==============================] - 0s 17ms/step >25, 49/693, d1=0.589, d2=0.687 g=1.018 2/2 [==============================] - 0s 17ms/step >25, 50/693, d1=0.628, d2=0.725 g=0.983 2/2 [==============================] - 0s 17ms/step >25, 51/693, d1=0.760, d2=0.554 g=0.977 2/2 [==============================] - 0s 17ms/step >25, 52/693, d1=0.567, d2=0.593 g=1.044 2/2 [==============================] - 0s 17ms/step >25, 53/693, d1=0.557, d2=0.606 g=1.049 2/2 [==============================] - 0s 17ms/step >25, 54/693, d1=0.621, d2=0.642 g=1.003 2/2 [==============================] - 0s 17ms/step >25, 55/693, d1=0.598, d2=0.626 g=1.125 2/2 [==============================] - 0s 17ms/step >25, 56/693, d1=0.634, d2=0.520 g=0.962 2/2 [==============================] - 0s 16ms/step >25, 57/693, d1=0.627, d2=0.580 g=0.995 2/2 [==============================] - 0s 16ms/step >25, 58/693, d1=0.593, d2=0.630 g=1.033 2/2 [==============================] - 0s 17ms/step >25, 59/693, d1=0.671, d2=0.584 g=1.018 2/2 [==============================] - 0s 18ms/step >25, 60/693, d1=0.706, d2=0.669 g=1.002 2/2 [==============================] - 0s 17ms/step >25, 61/693, d1=0.539, d2=0.599 g=1.040 2/2 [==============================] - 0s 16ms/step >25, 62/693, d1=0.610, d2=0.614 g=0.965 2/2 [==============================] - 0s 17ms/step >25, 63/693, d1=0.614, d2=0.587 g=0.959 2/2 [==============================] - 0s 17ms/step >25, 64/693, d1=0.633, d2=0.576 g=0.981 2/2 [==============================] - 0s 17ms/step >25, 65/693, d1=0.603, d2=0.644 g=0.987 2/2 [==============================] - 0s 16ms/step >25, 66/693, d1=0.631, d2=0.583 g=0.954 2/2 [==============================] - 0s 17ms/step >25, 67/693, d1=0.648, d2=0.637 g=0.927 2/2 [==============================] - 0s 17ms/step >25, 68/693, d1=0.579, d2=0.648 g=1.004 2/2 [==============================] - 0s 17ms/step >25, 69/693, d1=0.576, d2=0.591 g=1.069 2/2 [==============================] - 0s 16ms/step >25, 70/693, d1=0.603, d2=0.604 g=1.011 2/2 [==============================] - 0s 17ms/step >25, 71/693, d1=0.672, d2=0.600 g=1.032 2/2 [==============================] - 0s 16ms/step >25, 72/693, d1=0.584, d2=0.614 g=0.968 2/2 [==============================] - 0s 17ms/step >25, 73/693, d1=0.641, d2=0.592 g=0.939 2/2 [==============================] - 0s 17ms/step >25, 74/693, d1=0.582, d2=0.636 g=1.047 2/2 [==============================] - 0s 17ms/step >25, 75/693, d1=0.626, d2=0.624 g=1.018 2/2 [==============================] - 0s 16ms/step >25, 76/693, d1=0.723, d2=0.598 g=1.095 2/2 [==============================] - 0s 17ms/step >25, 77/693, d1=0.580, d2=0.616 g=0.984 2/2 [==============================] - 0s 17ms/step >25, 78/693, d1=0.632, d2=0.603 g=0.978 2/2 [==============================] - 0s 17ms/step >25, 79/693, d1=0.689, d2=0.552 g=0.990 2/2 [==============================] - 0s 18ms/step >25, 80/693, d1=0.664, d2=0.562 g=1.022 2/2 [==============================] - 0s 17ms/step >25, 81/693, d1=0.586, d2=0.608 g=0.942 2/2 [==============================] - 0s 16ms/step >25, 82/693, d1=0.663, d2=0.612 g=1.011 2/2 [==============================] - 0s 18ms/step >25, 83/693, d1=0.599, d2=0.632 g=1.047 2/2 [==============================] - 0s 16ms/step >25, 84/693, d1=0.662, d2=0.574 g=1.011 2/2 [==============================] - 0s 18ms/step >25, 85/693, d1=0.592, d2=0.680 g=1.074 2/2 [==============================] - 0s 18ms/step >25, 86/693, d1=0.621, d2=0.569 g=1.074 2/2 [==============================] - 0s 17ms/step >25, 87/693, d1=0.677, d2=0.549 g=1.083 2/2 [==============================] - 0s 17ms/step >25, 88/693, d1=0.580, d2=0.601 g=1.029 2/2 [==============================] - 0s 18ms/step >25, 89/693, d1=0.588, d2=0.579 g=1.043 2/2 [==============================] - 0s 16ms/step >25, 90/693, d1=0.603, d2=0.559 g=1.045 2/2 [==============================] - 0s 17ms/step >25, 91/693, d1=0.630, d2=0.558 g=1.094 2/2 [==============================] - 0s 19ms/step >25, 92/693, d1=0.677, d2=0.628 g=0.970 2/2 [==============================] - 0s 17ms/step >25, 93/693, d1=0.591, d2=0.685 g=1.031 2/2 [==============================] - 0s 17ms/step >25, 94/693, d1=0.620, d2=0.654 g=1.062 2/2 [==============================] - 0s 18ms/step >25, 95/693, d1=0.616, d2=0.595 g=1.053 2/2 [==============================] - 0s 16ms/step >25, 96/693, d1=0.664, d2=0.538 g=0.981 2/2 [==============================] - 0s 17ms/step >25, 97/693, d1=0.670, d2=0.540 g=1.063 2/2 [==============================] - 0s 17ms/step >25, 98/693, d1=0.692, d2=0.586 g=1.032 2/2 [==============================] - 0s 18ms/step >25, 99/693, d1=0.619, d2=0.587 g=0.995 2/2 [==============================] - 0s 18ms/step >25, 100/693, d1=0.594, d2=0.561 g=0.918 2/2 [==============================] - 0s 18ms/step >25, 101/693, d1=0.595, d2=0.605 g=1.100 2/2 [==============================] - 0s 17ms/step >25, 102/693, d1=0.587, d2=0.680 g=1.016 2/2 [==============================] - 0s 17ms/step >25, 103/693, d1=0.679, d2=0.581 g=0.984 2/2 [==============================] - 0s 17ms/step >25, 104/693, d1=0.600, d2=0.616 g=1.002 2/2 [==============================] - 0s 17ms/step >25, 105/693, d1=0.560, d2=0.557 g=0.991 2/2 [==============================] - 0s 18ms/step >25, 106/693, d1=0.590, d2=0.643 g=0.964 2/2 [==============================] - 0s 20ms/step >25, 107/693, d1=0.598, d2=0.606 g=0.993 2/2 [==============================] - 0s 16ms/step >25, 108/693, d1=0.623, d2=0.680 g=0.994 2/2 [==============================] - 0s 18ms/step >25, 109/693, d1=0.653, d2=0.632 g=1.014 2/2 [==============================] - 0s 17ms/step >25, 110/693, d1=0.616, d2=0.607 g=1.105 2/2 [==============================] - 0s 17ms/step >25, 111/693, d1=0.564, d2=0.608 g=0.969 2/2 [==============================] - 0s 17ms/step >25, 112/693, d1=0.693, d2=0.639 g=0.921 2/2 [==============================] - 0s 16ms/step >25, 113/693, d1=0.641, d2=0.633 g=0.986 2/2 [==============================] - 0s 17ms/step >25, 114/693, d1=0.594, d2=0.609 g=1.039 2/2 [==============================] - 0s 17ms/step >25, 115/693, d1=0.608, d2=0.586 g=0.929 2/2 [==============================] - 0s 18ms/step >25, 116/693, d1=0.510, d2=0.669 g=1.055 2/2 [==============================] - 0s 19ms/step >25, 117/693, d1=0.590, d2=0.617 g=1.106 2/2 [==============================] - 0s 18ms/step >25, 118/693, d1=0.584, d2=0.550 g=1.010 2/2 [==============================] - 0s 18ms/step >25, 119/693, d1=0.593, d2=0.660 g=1.138 2/2 [==============================] - 0s 19ms/step >25, 120/693, d1=0.624, d2=0.543 g=1.098 2/2 [==============================] - 0s 18ms/step >25, 121/693, d1=0.659, d2=0.608 g=1.058 2/2 [==============================] - 0s 17ms/step >25, 122/693, d1=0.609, d2=0.612 g=1.019 2/2 [==============================] - 0s 18ms/step >25, 123/693, d1=0.638, d2=0.628 g=0.968 2/2 [==============================] - 0s 19ms/step >25, 124/693, d1=0.604, d2=0.644 g=1.010 2/2 [==============================] - 0s 17ms/step >25, 125/693, d1=0.663, d2=0.650 g=1.036 2/2 [==============================] - 0s 17ms/step >25, 126/693, d1=0.594, d2=0.572 g=0.980 2/2 [==============================] - 0s 18ms/step >25, 127/693, d1=0.575, d2=0.616 g=1.038 2/2 [==============================] - 0s 18ms/step >25, 128/693, d1=0.610, d2=0.572 g=1.048 2/2 [==============================] - 0s 17ms/step >25, 129/693, d1=0.640, d2=0.597 g=0.972 2/2 [==============================] - 0s 16ms/step >25, 130/693, d1=0.612, d2=0.587 g=0.986 2/2 [==============================] - 0s 16ms/step >25, 131/693, d1=0.616, d2=0.630 g=0.983 2/2 [==============================] - 0s 17ms/step >25, 132/693, d1=0.644, d2=0.596 g=0.993 2/2 [==============================] - 0s 18ms/step >25, 133/693, d1=0.539, d2=0.681 g=1.079 2/2 [==============================] - 0s 16ms/step >25, 134/693, d1=0.606, d2=0.608 g=1.098 2/2 [==============================] - 0s 17ms/step >25, 135/693, d1=0.558, d2=0.580 g=1.041 2/2 [==============================] - 0s 16ms/step >25, 136/693, d1=0.693, d2=0.630 g=1.054 2/2 [==============================] - 0s 16ms/step >25, 137/693, d1=0.626, d2=0.705 g=1.027 2/2 [==============================] - 0s 18ms/step >25, 138/693, d1=0.549, d2=0.568 g=1.037 2/2 [==============================] - 0s 18ms/step >25, 139/693, d1=0.560, d2=0.621 g=1.125 2/2 [==============================] - 0s 17ms/step >25, 140/693, d1=0.593, d2=0.602 g=1.124 2/2 [==============================] - 0s 17ms/step >25, 141/693, d1=0.566, d2=0.569 g=1.047 2/2 [==============================] - 0s 16ms/step >25, 142/693, d1=0.686, d2=0.506 g=1.056 2/2 [==============================] - 0s 17ms/step >25, 143/693, d1=0.553, d2=0.594 g=0.947 2/2 [==============================] - 0s 17ms/step >25, 144/693, d1=0.624, d2=0.610 g=0.907 2/2 [==============================] - 0s 18ms/step >25, 145/693, d1=0.578, d2=0.642 g=1.021 2/2 [==============================] - 0s 17ms/step >25, 146/693, d1=0.686, d2=0.619 g=0.990 2/2 [==============================] - 0s 17ms/step >25, 147/693, d1=0.618, d2=0.580 g=1.003 2/2 [==============================] - 0s 17ms/step >25, 148/693, d1=0.577, d2=0.578 g=1.007 2/2 [==============================] - 0s 17ms/step >25, 149/693, d1=0.588, d2=0.620 g=1.080 2/2 [==============================] - 0s 18ms/step >25, 150/693, d1=0.672, d2=0.616 g=1.043 2/2 [==============================] - 0s 17ms/step >25, 151/693, d1=0.709, d2=0.606 g=1.036 2/2 [==============================] - 0s 19ms/step >25, 152/693, d1=0.563, d2=0.630 g=0.965 2/2 [==============================] - 0s 17ms/step >25, 153/693, d1=0.590, d2=0.591 g=0.932 2/2 [==============================] - 0s 18ms/step >25, 154/693, d1=0.591, d2=0.606 g=0.913 2/2 [==============================] - 0s 17ms/step >25, 155/693, d1=0.544, d2=0.599 g=0.955 2/2 [==============================] - 0s 18ms/step >25, 156/693, d1=0.597, d2=0.567 g=0.994 2/2 [==============================] - 0s 16ms/step >25, 157/693, d1=0.606, d2=0.630 g=1.070 2/2 [==============================] - 0s 16ms/step >25, 158/693, d1=0.545, d2=0.618 g=1.103 2/2 [==============================] - 0s 18ms/step >25, 159/693, d1=0.723, d2=0.594 g=1.035 2/2 [==============================] - 0s 17ms/step >25, 160/693, d1=0.680, d2=0.705 g=1.024 2/2 [==============================] - 0s 17ms/step >25, 161/693, d1=0.529, d2=0.582 g=1.027 2/2 [==============================] - 0s 17ms/step >25, 162/693, d1=0.669, d2=0.603 g=1.056 2/2 [==============================] - 0s 16ms/step >25, 163/693, d1=0.695, d2=0.509 g=0.973 2/2 [==============================] - 0s 16ms/step >25, 164/693, d1=0.585, d2=0.573 g=1.028 2/2 [==============================] - 0s 18ms/step >25, 165/693, d1=0.467, d2=0.554 g=1.024 2/2 [==============================] - 0s 16ms/step >25, 166/693, d1=0.611, d2=0.560 g=0.953 2/2 [==============================] - 0s 16ms/step >25, 167/693, d1=0.673, d2=0.608 g=1.006 2/2 [==============================] - 0s 18ms/step >25, 168/693, d1=0.625, d2=0.687 g=0.956 2/2 [==============================] - 0s 17ms/step >25, 169/693, d1=0.533, d2=0.636 g=1.078 2/2 [==============================] - 0s 17ms/step >25, 170/693, d1=0.631, d2=0.534 g=1.043 2/2 [==============================] - 0s 18ms/step >25, 171/693, d1=0.575, d2=0.590 g=1.007 2/2 [==============================] - 0s 16ms/step >25, 172/693, d1=0.562, d2=0.661 g=0.975 2/2 [==============================] - 0s 18ms/step >25, 173/693, d1=0.594, d2=0.513 g=1.081 2/2 [==============================] - 0s 18ms/step >25, 174/693, d1=0.711, d2=0.570 g=0.970 2/2 [==============================] - 0s 18ms/step >25, 175/693, d1=0.658, d2=0.619 g=1.016 2/2 [==============================] - 0s 17ms/step >25, 176/693, d1=0.570, d2=0.578 g=0.960 2/2 [==============================] - 0s 16ms/step >25, 177/693, d1=0.630, d2=0.694 g=1.066 2/2 [==============================] - 0s 17ms/step >25, 178/693, d1=0.511, d2=0.558 g=0.998 2/2 [==============================] - 0s 17ms/step >25, 179/693, d1=0.583, d2=0.648 g=1.073 2/2 [==============================] - 0s 18ms/step >25, 180/693, d1=0.670, d2=0.661 g=1.077 2/2 [==============================] - 0s 18ms/step >25, 181/693, d1=0.600, d2=0.634 g=1.010 2/2 [==============================] - 0s 18ms/step >25, 182/693, d1=0.597, d2=0.617 g=1.092 2/2 [==============================] - 0s 17ms/step >25, 183/693, d1=0.644, d2=0.496 g=1.052 2/2 [==============================] - 0s 18ms/step >25, 184/693, d1=0.636, d2=0.558 g=0.961 2/2 [==============================] - 0s 16ms/step >25, 185/693, d1=0.554, d2=0.620 g=0.948 2/2 [==============================] - 0s 18ms/step >25, 186/693, d1=0.570, d2=0.695 g=0.988 2/2 [==============================] - 0s 17ms/step >25, 187/693, d1=0.585, d2=0.572 g=0.933 2/2 [==============================] - 0s 17ms/step >25, 188/693, d1=0.560, d2=0.660 g=0.948 2/2 [==============================] - 0s 16ms/step >25, 189/693, d1=0.591, d2=0.645 g=1.072 2/2 [==============================] - 0s 16ms/step >25, 190/693, d1=0.631, d2=0.601 g=1.026 2/2 [==============================] - 0s 18ms/step >25, 191/693, d1=0.623, d2=0.552 g=0.985 2/2 [==============================] - 0s 17ms/step >25, 192/693, d1=0.636, d2=0.730 g=1.000 2/2 [==============================] - 0s 17ms/step >25, 193/693, d1=0.581, d2=0.676 g=0.986 2/2 [==============================] - 0s 17ms/step >25, 194/693, d1=0.579, d2=0.614 g=1.204 2/2 [==============================] - 0s 17ms/step >25, 195/693, d1=0.635, d2=0.520 g=1.068 2/2 [==============================] - 0s 16ms/step >25, 196/693, d1=0.594, d2=0.542 g=1.289 2/2 [==============================] - 0s 17ms/step >25, 197/693, d1=0.633, d2=0.593 g=1.008 2/2 [==============================] - 0s 16ms/step >25, 198/693, d1=0.614, d2=0.551 g=1.024 2/2 [==============================] - 0s 18ms/step >25, 199/693, d1=0.638, d2=0.564 g=1.071 2/2 [==============================] - 0s 16ms/step >25, 200/693, d1=0.592, d2=0.523 g=1.206 2/2 [==============================] - 0s 19ms/step >25, 201/693, d1=0.612, d2=0.619 g=1.101 2/2 [==============================] - 0s 18ms/step >25, 202/693, d1=0.635, d2=0.642 g=0.983 2/2 [==============================] - 0s 17ms/step >25, 203/693, d1=0.663, d2=0.592 g=1.084 2/2 [==============================] - 0s 17ms/step >25, 204/693, d1=0.649, d2=0.611 g=1.042 2/2 [==============================] - 0s 17ms/step >25, 205/693, d1=0.653, d2=0.563 g=0.991 2/2 [==============================] - 0s 16ms/step >25, 206/693, d1=0.565, d2=0.622 g=1.013 2/2 [==============================] - 0s 17ms/step >25, 207/693, d1=0.565, d2=0.623 g=1.001 2/2 [==============================] - 0s 17ms/step >25, 208/693, d1=0.668, d2=0.667 g=0.978 2/2 [==============================] - 0s 18ms/step >25, 209/693, d1=0.634, d2=0.651 g=0.973 2/2 [==============================] - 0s 17ms/step >25, 210/693, d1=0.618, d2=0.583 g=0.975 2/2 [==============================] - 0s 17ms/step >25, 211/693, d1=0.625, d2=0.674 g=1.008 2/2 [==============================] - 0s 17ms/step >25, 212/693, d1=0.673, d2=0.603 g=1.001 2/2 [==============================] - 0s 16ms/step >25, 213/693, d1=0.581, d2=0.595 g=1.086 2/2 [==============================] - 0s 17ms/step >25, 214/693, d1=0.627, d2=0.547 g=1.050 2/2 [==============================] - 0s 17ms/step >25, 215/693, d1=0.620, d2=0.578 g=0.976 2/2 [==============================] - 0s 16ms/step >25, 216/693, d1=0.660, d2=0.744 g=1.043 2/2 [==============================] - 0s 16ms/step >25, 217/693, d1=0.590, d2=0.587 g=0.962 2/2 [==============================] - 0s 18ms/step >25, 218/693, d1=0.642, d2=0.586 g=0.903 2/2 [==============================] - 0s 17ms/step >25, 219/693, d1=0.498, d2=0.590 g=0.962 2/2 [==============================] - 0s 18ms/step >25, 220/693, d1=0.642, d2=0.576 g=0.944 2/2 [==============================] - 0s 18ms/step >25, 221/693, d1=0.547, d2=0.599 g=0.908 2/2 [==============================] - 0s 18ms/step >25, 222/693, d1=0.520, d2=0.631 g=1.089 2/2 [==============================] - 0s 17ms/step >25, 223/693, d1=0.595, d2=0.577 g=1.035 2/2 [==============================] - 0s 17ms/step >25, 224/693, d1=0.639, d2=0.582 g=0.972 2/2 [==============================] - 0s 17ms/step >25, 225/693, d1=0.613, d2=0.667 g=1.012 2/2 [==============================] - 0s 19ms/step >25, 226/693, d1=0.684, d2=0.715 g=1.041 2/2 [==============================] - 0s 17ms/step >25, 227/693, d1=0.615, d2=0.614 g=1.062 2/2 [==============================] - 0s 18ms/step >25, 228/693, d1=0.632, d2=0.670 g=1.041 2/2 [==============================] - 0s 17ms/step >25, 229/693, d1=0.599, d2=0.515 g=1.069 2/2 [==============================] - 0s 18ms/step >25, 230/693, d1=0.575, d2=0.599 g=1.016 2/2 [==============================] - 0s 16ms/step >25, 231/693, d1=0.655, d2=0.646 g=1.005 2/2 [==============================] - 0s 17ms/step >25, 232/693, d1=0.686, d2=0.548 g=1.052 2/2 [==============================] - 0s 18ms/step >25, 233/693, d1=0.670, d2=0.556 g=1.043 2/2 [==============================] - 0s 17ms/step >25, 234/693, d1=0.674, d2=0.649 g=1.041 2/2 [==============================] - 0s 16ms/step >25, 235/693, d1=0.626, d2=0.578 g=0.983 2/2 [==============================] - 0s 17ms/step >25, 236/693, d1=0.534, d2=0.514 g=1.032 2/2 [==============================] - 0s 19ms/step >25, 237/693, d1=0.576, d2=0.631 g=1.003 2/2 [==============================] - 0s 18ms/step >25, 238/693, d1=0.639, d2=0.658 g=0.999 2/2 [==============================] - 0s 17ms/step >25, 239/693, d1=0.554, d2=0.570 g=1.082 2/2 [==============================] - 0s 17ms/step >25, 240/693, d1=0.553, d2=0.621 g=1.039 2/2 [==============================] - 0s 16ms/step >25, 241/693, d1=0.697, d2=0.592 g=1.047 2/2 [==============================] - 0s 18ms/step >25, 242/693, d1=0.613, d2=0.632 g=1.040 2/2 [==============================] - 0s 18ms/step >25, 243/693, d1=0.604, d2=0.673 g=1.118 2/2 [==============================] - 0s 17ms/step >25, 244/693, d1=0.536, d2=0.635 g=0.969 2/2 [==============================] - 0s 17ms/step >25, 245/693, d1=0.670, d2=0.569 g=0.942 2/2 [==============================] - 0s 17ms/step >25, 246/693, d1=0.690, d2=0.625 g=0.915 2/2 [==============================] - 0s 18ms/step >25, 247/693, d1=0.573, d2=0.609 g=1.065 2/2 [==============================] - 0s 18ms/step >25, 248/693, d1=0.575, d2=0.592 g=1.095 2/2 [==============================] - 0s 18ms/step >25, 249/693, d1=0.592, d2=0.679 g=1.055 2/2 [==============================] - 0s 16ms/step >25, 250/693, d1=0.629, d2=0.610 g=1.072 2/2 [==============================] - 0s 17ms/step >25, 251/693, d1=0.591, d2=0.579 g=0.959 2/2 [==============================] - 0s 18ms/step >25, 252/693, d1=0.615, d2=0.588 g=1.075 2/2 [==============================] - 0s 18ms/step >25, 253/693, d1=0.701, d2=0.643 g=0.969 2/2 [==============================] - 0s 18ms/step >25, 254/693, d1=0.641, d2=0.627 g=1.049 2/2 [==============================] - 0s 16ms/step >25, 255/693, d1=0.609, d2=0.589 g=1.071 2/2 [==============================] - 0s 17ms/step >25, 256/693, d1=0.716, d2=0.597 g=1.031 2/2 [==============================] - 0s 17ms/step >25, 257/693, d1=0.512, d2=0.652 g=0.991 2/2 [==============================] - 0s 17ms/step >25, 258/693, d1=0.616, d2=0.626 g=1.029 2/2 [==============================] - 0s 17ms/step >25, 259/693, d1=0.632, d2=0.524 g=1.143 2/2 [==============================] - 0s 17ms/step >25, 260/693, d1=0.636, d2=0.538 g=1.083 2/2 [==============================] - 0s 18ms/step >25, 261/693, d1=0.601, d2=0.577 g=1.157 2/2 [==============================] - 0s 17ms/step >25, 262/693, d1=0.603, d2=0.617 g=1.168 2/2 [==============================] - 0s 17ms/step >25, 263/693, d1=0.611, d2=0.623 g=1.029 2/2 [==============================] - 0s 16ms/step >25, 264/693, d1=0.649, d2=0.652 g=1.020 2/2 [==============================] - 0s 18ms/step >25, 265/693, d1=0.622, d2=0.589 g=0.950 2/2 [==============================] - 0s 16ms/step >25, 266/693, d1=0.563, d2=0.642 g=0.992 2/2 [==============================] - 0s 20ms/step >25, 267/693, d1=0.567, d2=0.608 g=0.958 2/2 [==============================] - 0s 17ms/step >25, 268/693, d1=0.566, d2=0.623 g=0.967 2/2 [==============================] - 0s 17ms/step >25, 269/693, d1=0.690, d2=0.616 g=0.984 2/2 [==============================] - 0s 16ms/step >25, 270/693, d1=0.615, d2=0.577 g=1.010 2/2 [==============================] - 0s 17ms/step >25, 271/693, d1=0.606, d2=0.586 g=0.972 2/2 [==============================] - 0s 17ms/step >25, 272/693, d1=0.608, d2=0.616 g=1.058 2/2 [==============================] - 0s 17ms/step >25, 273/693, d1=0.550, d2=0.613 g=1.015 2/2 [==============================] - 0s 16ms/step >25, 274/693, d1=0.671, d2=0.559 g=1.073 2/2 [==============================] - 0s 16ms/step >25, 275/693, d1=0.521, d2=0.559 g=1.030 2/2 [==============================] - 0s 19ms/step >25, 276/693, d1=0.558, d2=0.583 g=0.988 2/2 [==============================] - 0s 18ms/step >25, 277/693, d1=0.654, d2=0.645 g=0.990 2/2 [==============================] - 0s 17ms/step >25, 278/693, d1=0.570, d2=0.712 g=1.075 2/2 [==============================] - 0s 18ms/step >25, 279/693, d1=0.643, d2=0.588 g=1.027 2/2 [==============================] - 0s 17ms/step >25, 280/693, d1=0.662, d2=0.689 g=1.063 2/2 [==============================] - 0s 17ms/step >25, 281/693, d1=0.603, d2=0.521 g=1.134 2/2 [==============================] - 0s 17ms/step >25, 282/693, d1=0.605, d2=0.536 g=1.031 2/2 [==============================] - 0s 18ms/step >25, 283/693, d1=0.714, d2=0.593 g=0.898 2/2 [==============================] - 0s 16ms/step >25, 284/693, d1=0.484, d2=0.635 g=1.034 2/2 [==============================] - 0s 16ms/step >25, 285/693, d1=0.613, d2=0.655 g=1.087 2/2 [==============================] - 0s 16ms/step >25, 286/693, d1=0.653, d2=0.662 g=1.086 2/2 [==============================] - 0s 18ms/step >25, 287/693, d1=0.575, d2=0.680 g=1.064 2/2 [==============================] - 0s 17ms/step >25, 288/693, d1=0.653, d2=0.621 g=1.022 2/2 [==============================] - 0s 17ms/step >25, 289/693, d1=0.632, d2=0.659 g=1.069 2/2 [==============================] - 0s 17ms/step >25, 290/693, d1=0.663, d2=0.575 g=1.038 2/2 [==============================] - 0s 18ms/step >25, 291/693, d1=0.633, d2=0.605 g=1.075 2/2 [==============================] - 0s 18ms/step >25, 292/693, d1=0.612, d2=0.571 g=1.043 2/2 [==============================] - 0s 17ms/step >25, 293/693, d1=0.618, d2=0.679 g=1.014 2/2 [==============================] - 0s 17ms/step >25, 294/693, d1=0.544, d2=0.627 g=0.985 2/2 [==============================] - 0s 18ms/step >25, 295/693, d1=0.643, d2=0.631 g=0.949 2/2 [==============================] - 0s 16ms/step >25, 296/693, d1=0.644, d2=0.590 g=1.043 2/2 [==============================] - 0s 18ms/step >25, 297/693, d1=0.640, d2=0.516 g=1.062 2/2 [==============================] - 0s 16ms/step >25, 298/693, d1=0.696, d2=0.682 g=0.937 2/2 [==============================] - 0s 16ms/step >25, 299/693, d1=0.594, d2=0.659 g=0.997 2/2 [==============================] - 0s 17ms/step >25, 300/693, d1=0.610, d2=0.613 g=0.934 2/2 [==============================] - 0s 17ms/step >25, 301/693, d1=0.567, d2=0.629 g=1.023 2/2 [==============================] - 0s 16ms/step >25, 302/693, d1=0.673, d2=0.595 g=1.088 2/2 [==============================] - 0s 18ms/step >25, 303/693, d1=0.589, d2=0.554 g=1.187 2/2 [==============================] - 0s 18ms/step >25, 304/693, d1=0.652, d2=0.566 g=1.100 2/2 [==============================] - 0s 16ms/step >25, 305/693, d1=0.677, d2=0.619 g=1.069 2/2 [==============================] - 0s 16ms/step >25, 306/693, d1=0.607, d2=0.620 g=1.084 2/2 [==============================] - 0s 16ms/step >25, 307/693, d1=0.617, d2=0.607 g=1.031 2/2 [==============================] - 0s 15ms/step >25, 308/693, d1=0.598, d2=0.629 g=1.015 2/2 [==============================] - 0s 18ms/step >25, 309/693, d1=0.640, d2=0.630 g=0.997 2/2 [==============================] - 0s 17ms/step >25, 310/693, d1=0.589, d2=0.592 g=0.995 2/2 [==============================] - 0s 18ms/step >25, 311/693, d1=0.612, d2=0.628 g=1.026 2/2 [==============================] - 0s 17ms/step >25, 312/693, d1=0.563, d2=0.625 g=0.964 2/2 [==============================] - 0s 17ms/step >25, 313/693, d1=0.585, d2=0.636 g=1.079 2/2 [==============================] - 0s 17ms/step >25, 314/693, d1=0.730, d2=0.597 g=1.009 2/2 [==============================] - 0s 17ms/step >25, 315/693, d1=0.631, d2=0.574 g=0.977 2/2 [==============================] - 0s 17ms/step >25, 316/693, d1=0.645, d2=0.629 g=1.057 2/2 [==============================] - 0s 17ms/step >25, 317/693, d1=0.653, d2=0.582 g=0.956 2/2 [==============================] - 0s 17ms/step >25, 318/693, d1=0.597, d2=0.639 g=0.937 2/2 [==============================] - 0s 17ms/step >25, 319/693, d1=0.606, d2=0.667 g=0.989 2/2 [==============================] - 0s 16ms/step >25, 320/693, d1=0.608, d2=0.617 g=1.086 2/2 [==============================] - 0s 16ms/step >25, 321/693, d1=0.668, d2=0.645 g=1.009 2/2 [==============================] - 0s 16ms/step >25, 322/693, d1=0.662, d2=0.590 g=1.056 2/2 [==============================] - 0s 17ms/step >25, 323/693, d1=0.564, d2=0.573 g=1.019 2/2 [==============================] - 0s 17ms/step >25, 324/693, d1=0.575, d2=0.607 g=1.031 2/2 [==============================] - 0s 17ms/step >25, 325/693, d1=0.667, d2=0.631 g=0.999 2/2 [==============================] - 0s 16ms/step >25, 326/693, d1=0.652, d2=0.625 g=1.043 2/2 [==============================] - 0s 18ms/step >25, 327/693, d1=0.604, d2=0.584 g=0.952 2/2 [==============================] - 0s 17ms/step >25, 328/693, d1=0.599, d2=0.691 g=1.112 2/2 [==============================] - 0s 16ms/step >25, 329/693, d1=0.585, d2=0.572 g=1.043 2/2 [==============================] - 0s 17ms/step >25, 330/693, d1=0.637, d2=0.632 g=1.050 2/2 [==============================] - 0s 17ms/step >25, 331/693, d1=0.616, d2=0.564 g=1.010 2/2 [==============================] - 0s 16ms/step >25, 332/693, d1=0.612, d2=0.683 g=0.956 2/2 [==============================] - 0s 18ms/step >25, 333/693, d1=0.656, d2=0.630 g=0.943 2/2 [==============================] - 0s 17ms/step >25, 334/693, d1=0.608, d2=0.632 g=1.017 2/2 [==============================] - 0s 18ms/step >25, 335/693, d1=0.600, d2=0.681 g=1.022 2/2 [==============================] - 0s 17ms/step >25, 336/693, d1=0.632, d2=0.624 g=1.043 2/2 [==============================] - 0s 17ms/step >25, 337/693, d1=0.618, d2=0.555 g=1.063 2/2 [==============================] - 0s 17ms/step >25, 338/693, d1=0.646, d2=0.587 g=0.988 2/2 [==============================] - 0s 17ms/step >25, 339/693, d1=0.626, d2=0.638 g=1.026 2/2 [==============================] - 0s 16ms/step >25, 340/693, d1=0.657, d2=0.549 g=0.979 2/2 [==============================] - 0s 18ms/step >25, 341/693, d1=0.547, d2=0.619 g=1.039 2/2 [==============================] - 0s 16ms/step >25, 342/693, d1=0.649, d2=0.595 g=0.980 2/2 [==============================] - 0s 22ms/step >25, 343/693, d1=0.670, d2=0.660 g=0.969 2/2 [==============================] - 0s 17ms/step >25, 344/693, d1=0.579, d2=0.552 g=0.943 2/2 [==============================] - 0s 16ms/step >25, 345/693, d1=0.557, d2=0.683 g=1.067 2/2 [==============================] - 0s 18ms/step >25, 346/693, d1=0.641, d2=0.664 g=1.041 2/2 [==============================] - 0s 19ms/step >25, 347/693, d1=0.636, d2=0.602 g=1.133 2/2 [==============================] - 0s 20ms/step >25, 348/693, d1=0.616, d2=0.588 g=0.961 2/2 [==============================] - 0s 20ms/step >25, 349/693, d1=0.616, d2=0.620 g=1.035 2/2 [==============================] - 0s 19ms/step >25, 350/693, d1=0.619, d2=0.597 g=1.099 2/2 [==============================] - 0s 19ms/step >25, 351/693, d1=0.630, d2=0.547 g=0.980 2/2 [==============================] - 0s 21ms/step >25, 352/693, d1=0.671, d2=0.575 g=0.941 2/2 [==============================] - 0s 20ms/step >25, 353/693, d1=0.602, d2=0.597 g=1.014 2/2 [==============================] - 0s 20ms/step >25, 354/693, d1=0.572, d2=0.648 g=0.971 2/2 [==============================] - 0s 17ms/step >25, 355/693, d1=0.557, d2=0.584 g=0.986 2/2 [==============================] - 0s 20ms/step >25, 356/693, d1=0.550, d2=0.552 g=0.964 2/2 [==============================] - 0s 19ms/step >25, 357/693, d1=0.657, d2=0.656 g=1.006 2/2 [==============================] - 0s 20ms/step >25, 358/693, d1=0.551, d2=0.661 g=1.046 2/2 [==============================] - 0s 19ms/step >25, 359/693, d1=0.539, d2=0.557 g=0.978 2/2 [==============================] - 0s 20ms/step >25, 360/693, d1=0.501, d2=0.577 g=1.079 2/2 [==============================] - 0s 19ms/step >25, 361/693, d1=0.656, d2=0.621 g=1.019 2/2 [==============================] - 0s 20ms/step >25, 362/693, d1=0.692, d2=0.610 g=1.072 2/2 [==============================] - 0s 20ms/step >25, 363/693, d1=0.602, d2=0.679 g=0.995 2/2 [==============================] - 0s 20ms/step >25, 364/693, d1=0.591, d2=0.614 g=1.088 2/2 [==============================] - 0s 18ms/step >25, 365/693, d1=0.630, d2=0.660 g=1.083 2/2 [==============================] - 0s 20ms/step >25, 366/693, d1=0.660, d2=0.560 g=1.105 2/2 [==============================] - 0s 19ms/step >25, 367/693, d1=0.633, d2=0.642 g=1.054 2/2 [==============================] - 0s 40ms/step >25, 368/693, d1=0.575, d2=0.544 g=1.007 2/2 [==============================] - 0s 19ms/step >25, 369/693, d1=0.533, d2=0.606 g=1.078 2/2 [==============================] - 0s 21ms/step >25, 370/693, d1=0.616, d2=0.602 g=1.133 2/2 [==============================] - 0s 20ms/step >25, 371/693, d1=0.653, d2=0.579 g=1.065 2/2 [==============================] - 0s 19ms/step >25, 372/693, d1=0.571, d2=0.598 g=1.016 2/2 [==============================] - 0s 20ms/step >25, 373/693, d1=0.663, d2=0.613 g=1.016 2/2 [==============================] - 0s 20ms/step >25, 374/693, d1=0.610, d2=0.609 g=1.078 2/2 [==============================] - 0s 20ms/step >25, 375/693, d1=0.638, d2=0.603 g=1.022 2/2 [==============================] - 0s 19ms/step >25, 376/693, d1=0.629, d2=0.678 g=1.012 2/2 [==============================] - 0s 20ms/step >25, 377/693, d1=0.620, d2=0.539 g=0.996 2/2 [==============================] - 0s 21ms/step >25, 378/693, d1=0.550, d2=0.572 g=1.103 2/2 [==============================] - 0s 18ms/step >25, 379/693, d1=0.604, d2=0.679 g=1.043 2/2 [==============================] - 0s 18ms/step >25, 380/693, d1=0.625, d2=0.566 g=1.052 2/2 [==============================] - 0s 22ms/step >25, 381/693, d1=0.602, d2=0.531 g=1.050 2/2 [==============================] - 0s 21ms/step >25, 382/693, d1=0.584, d2=0.580 g=0.959 2/2 [==============================] - 0s 17ms/step >25, 383/693, d1=0.624, d2=0.657 g=1.021 2/2 [==============================] - 0s 19ms/step >25, 384/693, d1=0.609, d2=0.585 g=0.977 2/2 [==============================] - 0s 19ms/step >25, 385/693, d1=0.618, d2=0.609 g=1.282 2/2 [==============================] - 0s 20ms/step >25, 386/693, d1=0.743, d2=0.587 g=1.071 2/2 [==============================] - 0s 17ms/step >25, 387/693, d1=0.607, d2=0.591 g=1.067 2/2 [==============================] - 0s 18ms/step >25, 388/693, d1=0.615, d2=0.549 g=0.987 2/2 [==============================] - 0s 18ms/step >25, 389/693, d1=0.613, d2=0.583 g=1.049 2/2 [==============================] - 0s 18ms/step >25, 390/693, d1=0.603, d2=0.637 g=1.024 2/2 [==============================] - 0s 17ms/step >25, 391/693, d1=0.538, d2=0.623 g=1.109 2/2 [==============================] - 0s 18ms/step >25, 392/693, d1=0.605, d2=0.544 g=1.177 2/2 [==============================] - 0s 18ms/step >25, 393/693, d1=0.606, d2=0.519 g=1.090 2/2 [==============================] - 0s 18ms/step >25, 394/693, d1=0.641, d2=0.623 g=1.004 2/2 [==============================] - 0s 18ms/step >25, 395/693, d1=0.583, d2=0.564 g=1.005 2/2 [==============================] - 0s 18ms/step >25, 396/693, d1=0.615, d2=0.616 g=0.960 2/2 [==============================] - 0s 19ms/step >25, 397/693, d1=0.462, d2=0.661 g=0.995 2/2 [==============================] - 0s 18ms/step >25, 398/693, d1=0.546, d2=0.570 g=1.042 2/2 [==============================] - 0s 18ms/step >25, 399/693, d1=0.599, d2=0.584 g=1.058 2/2 [==============================] - 0s 18ms/step >25, 400/693, d1=0.595, d2=0.642 g=0.999 2/2 [==============================] - 0s 18ms/step >25, 401/693, d1=0.714, d2=0.658 g=1.123 2/2 [==============================] - 0s 18ms/step >25, 402/693, d1=0.696, d2=0.533 g=1.083 2/2 [==============================] - 0s 18ms/step >25, 403/693, d1=0.662, d2=0.632 g=0.952 2/2 [==============================] - 0s 17ms/step >25, 404/693, d1=0.526, d2=0.552 g=1.093 2/2 [==============================] - 0s 18ms/step >25, 405/693, d1=0.517, d2=0.612 g=0.951 2/2 [==============================] - 0s 18ms/step >25, 406/693, d1=0.567, d2=0.666 g=0.941 2/2 [==============================] - 0s 18ms/step >25, 407/693, d1=0.591, d2=0.563 g=1.050 2/2 [==============================] - 0s 17ms/step >25, 408/693, d1=0.544, d2=0.681 g=1.144 2/2 [==============================] - 0s 18ms/step >25, 409/693, d1=0.655, d2=0.562 g=1.111 2/2 [==============================] - 0s 19ms/step >25, 410/693, d1=0.678, d2=0.508 g=1.132 2/2 [==============================] - 0s 17ms/step >25, 411/693, d1=0.696, d2=0.698 g=1.165 2/2 [==============================] - 0s 17ms/step >25, 412/693, d1=0.597, d2=0.619 g=1.043 2/2 [==============================] - 0s 18ms/step >25, 413/693, d1=0.639, d2=0.590 g=1.113 2/2 [==============================] - 0s 22ms/step >25, 414/693, d1=0.611, d2=0.630 g=1.042 2/2 [==============================] - 0s 17ms/step >25, 415/693, d1=0.615, d2=0.627 g=1.020 2/2 [==============================] - 0s 20ms/step >25, 416/693, d1=0.588, d2=0.585 g=0.972 2/2 [==============================] - 0s 20ms/step >25, 417/693, d1=0.566, d2=0.656 g=0.924 2/2 [==============================] - 0s 19ms/step >25, 418/693, d1=0.520, d2=0.635 g=1.036 2/2 [==============================] - 0s 19ms/step >25, 419/693, d1=0.680, d2=0.578 g=1.006 2/2 [==============================] - 0s 20ms/step >25, 420/693, d1=0.670, d2=0.649 g=1.020 2/2 [==============================] - 0s 18ms/step >25, 421/693, d1=0.585, d2=0.627 g=1.025 2/2 [==============================] - 0s 21ms/step >25, 422/693, d1=0.633, d2=0.585 g=1.035 2/2 [==============================] - 0s 19ms/step >25, 423/693, d1=0.581, d2=0.585 g=1.082 2/2 [==============================] - 0s 20ms/step >25, 424/693, d1=0.584, d2=0.611 g=1.036 2/2 [==============================] - 0s 19ms/step >25, 425/693, d1=0.591, d2=0.657 g=0.999 2/2 [==============================] - 0s 19ms/step >25, 426/693, d1=0.657, d2=0.608 g=1.073 2/2 [==============================] - 0s 20ms/step >25, 427/693, d1=0.652, d2=0.587 g=1.156 2/2 [==============================] - 0s 20ms/step >25, 428/693, d1=0.634, d2=0.543 g=1.174 2/2 [==============================] - 0s 20ms/step >25, 429/693, d1=0.641, d2=0.573 g=0.999 2/2 [==============================] - 0s 20ms/step >25, 430/693, d1=0.462, d2=0.609 g=1.111 2/2 [==============================] - 0s 21ms/step >25, 431/693, d1=0.626, d2=0.599 g=1.009 2/2 [==============================] - 0s 18ms/step >25, 432/693, d1=0.538, d2=0.576 g=1.068 2/2 [==============================] - 0s 19ms/step >25, 433/693, d1=0.639, d2=0.551 g=1.141 2/2 [==============================] - 0s 20ms/step >25, 434/693, d1=0.597, d2=0.605 g=1.043 2/2 [==============================] - 0s 18ms/step >25, 435/693, d1=0.664, d2=0.614 g=1.030 2/2 [==============================] - 0s 18ms/step >25, 436/693, d1=0.607, d2=0.543 g=0.944 2/2 [==============================] - 0s 16ms/step >25, 437/693, d1=0.554, d2=0.567 g=0.924 2/2 [==============================] - 0s 16ms/step >25, 438/693, d1=0.635, d2=0.582 g=1.004 2/2 [==============================] - 0s 18ms/step >25, 439/693, d1=0.651, d2=0.577 g=1.033 2/2 [==============================] - 0s 18ms/step >25, 440/693, d1=0.577, d2=0.602 g=1.022 2/2 [==============================] - 0s 17ms/step >25, 441/693, d1=0.520, d2=0.712 g=0.977 2/2 [==============================] - 0s 17ms/step >25, 442/693, d1=0.590, d2=0.577 g=1.021 2/2 [==============================] - 0s 18ms/step >25, 443/693, d1=0.561, d2=0.577 g=1.005 2/2 [==============================] - 0s 16ms/step >25, 444/693, d1=0.631, d2=0.595 g=1.153 2/2 [==============================] - 0s 20ms/step >25, 445/693, d1=0.660, d2=0.630 g=1.079 2/2 [==============================] - 0s 17ms/step >25, 446/693, d1=0.634, d2=0.575 g=1.070 2/2 [==============================] - 0s 21ms/step >25, 447/693, d1=0.613, d2=0.569 g=1.069 2/2 [==============================] - 0s 17ms/step >25, 448/693, d1=0.565, d2=0.591 g=1.100 2/2 [==============================] - 0s 16ms/step >25, 449/693, d1=0.562, d2=0.602 g=1.069 2/2 [==============================] - 0s 18ms/step >25, 450/693, d1=0.590, d2=0.695 g=1.066 2/2 [==============================] - 0s 17ms/step >25, 451/693, d1=0.653, d2=0.543 g=1.145 2/2 [==============================] - 0s 17ms/step >25, 452/693, d1=0.717, d2=0.646 g=1.144 2/2 [==============================] - 0s 16ms/step >25, 453/693, d1=0.571, d2=0.590 g=1.081 2/2 [==============================] - 0s 17ms/step >25, 454/693, d1=0.583, d2=0.728 g=1.054 2/2 [==============================] - 0s 17ms/step >25, 455/693, d1=0.593, d2=0.586 g=1.062 2/2 [==============================] - 0s 17ms/step >25, 456/693, d1=0.639, d2=0.615 g=1.048 2/2 [==============================] - 0s 17ms/step >25, 457/693, d1=0.588, d2=0.549 g=1.104 2/2 [==============================] - 0s 17ms/step >25, 458/693, d1=0.594, d2=0.669 g=1.064 2/2 [==============================] - 0s 17ms/step >25, 459/693, d1=0.556, d2=0.581 g=1.064 2/2 [==============================] - 0s 19ms/step >25, 460/693, d1=0.670, d2=0.531 g=1.059 2/2 [==============================] - 0s 17ms/step >25, 461/693, d1=0.574, d2=0.598 g=1.089 2/2 [==============================] - 0s 16ms/step >25, 462/693, d1=0.604, d2=0.570 g=1.046 2/2 [==============================] - 0s 17ms/step >25, 463/693, d1=0.610, d2=0.627 g=1.114 2/2 [==============================] - 0s 19ms/step >25, 464/693, d1=0.581, d2=0.584 g=1.105 2/2 [==============================] - 0s 19ms/step >25, 465/693, d1=0.584, d2=0.603 g=1.135 2/2 [==============================] - 0s 17ms/step >25, 466/693, d1=0.625, d2=0.579 g=1.042 2/2 [==============================] - 0s 19ms/step >25, 467/693, d1=0.590, d2=0.645 g=0.943 2/2 [==============================] - 0s 17ms/step >25, 468/693, d1=0.610, d2=0.629 g=1.069 2/2 [==============================] - 0s 17ms/step >25, 469/693, d1=0.696, d2=0.636 g=1.094 2/2 [==============================] - 0s 19ms/step >25, 470/693, d1=0.603, d2=0.586 g=0.983 2/2 [==============================] - 0s 20ms/step >25, 471/693, d1=0.547, d2=0.568 g=1.062 2/2 [==============================] - 0s 22ms/step >25, 472/693, d1=0.549, d2=0.572 g=1.078 2/2 [==============================] - 0s 20ms/step >25, 473/693, d1=0.572, d2=0.576 g=1.065 2/2 [==============================] - 0s 17ms/step >25, 474/693, d1=0.668, d2=0.565 g=0.982 2/2 [==============================] - 0s 19ms/step >25, 475/693, d1=0.556, d2=0.677 g=1.041 2/2 [==============================] - 0s 17ms/step >25, 476/693, d1=0.668, d2=0.674 g=1.075 2/2 [==============================] - 0s 18ms/step >25, 477/693, d1=0.692, d2=0.584 g=1.101 2/2 [==============================] - 0s 17ms/step >25, 478/693, d1=0.580, d2=0.595 g=1.075 2/2 [==============================] - 0s 17ms/step >25, 479/693, d1=0.586, d2=0.581 g=0.994 2/2 [==============================] - 0s 17ms/step >25, 480/693, d1=0.546, d2=0.550 g=1.049 2/2 [==============================] - 0s 19ms/step >25, 481/693, d1=0.663, d2=0.594 g=1.040 2/2 [==============================] - 0s 18ms/step >25, 482/693, d1=0.634, d2=0.636 g=1.053 2/2 [==============================] - 0s 19ms/step >25, 483/693, d1=0.564, d2=0.614 g=1.049 2/2 [==============================] - 0s 20ms/step >25, 484/693, d1=0.561, d2=0.548 g=1.096 2/2 [==============================] - 0s 19ms/step >25, 485/693, d1=0.643, d2=0.573 g=1.050 2/2 [==============================] - 0s 20ms/step >25, 486/693, d1=0.639, d2=0.541 g=1.059 2/2 [==============================] - 0s 19ms/step >25, 487/693, d1=0.662, d2=0.652 g=0.981 2/2 [==============================] - 0s 16ms/step >25, 488/693, d1=0.588, d2=0.623 g=1.063 2/2 [==============================] - 0s 16ms/step >25, 489/693, d1=0.670, d2=0.540 g=1.009 2/2 [==============================] - 0s 17ms/step >25, 490/693, d1=0.616, d2=0.630 g=1.016 2/2 [==============================] - 0s 17ms/step >25, 491/693, d1=0.591, d2=0.676 g=0.954 2/2 [==============================] - 0s 17ms/step >25, 492/693, d1=0.578, d2=0.641 g=1.076 2/2 [==============================] - 0s 19ms/step >25, 493/693, d1=0.601, d2=0.531 g=1.039 2/2 [==============================] - 0s 18ms/step >25, 494/693, d1=0.607, d2=0.633 g=1.038 2/2 [==============================] - 0s 16ms/step >25, 495/693, d1=0.555, d2=0.589 g=1.056 2/2 [==============================] - 0s 17ms/step >25, 496/693, d1=0.619, d2=0.615 g=1.027 2/2 [==============================] - 0s 18ms/step >25, 497/693, d1=0.705, d2=0.642 g=1.081 2/2 [==============================] - 0s 17ms/step >25, 498/693, d1=0.614, d2=0.609 g=1.068 2/2 [==============================] - 0s 17ms/step >25, 499/693, d1=0.670, d2=0.597 g=1.055 2/2 [==============================] - 0s 16ms/step >25, 500/693, d1=0.592, d2=0.576 g=1.036 2/2 [==============================] - 0s 18ms/step >25, 501/693, d1=0.649, d2=0.612 g=0.962 2/2 [==============================] - 0s 18ms/step >25, 502/693, d1=0.564, d2=0.562 g=1.016 2/2 [==============================] - 0s 17ms/step >25, 503/693, d1=0.667, d2=0.602 g=0.999 2/2 [==============================] - 0s 17ms/step >25, 504/693, d1=0.648, d2=0.616 g=0.956 2/2 [==============================] - 0s 16ms/step >25, 505/693, d1=0.571, d2=0.673 g=0.958 2/2 [==============================] - 0s 17ms/step >25, 506/693, d1=0.571, d2=0.533 g=1.011 2/2 [==============================] - 0s 16ms/step >25, 507/693, d1=0.574, d2=0.614 g=1.062 2/2 [==============================] - 0s 16ms/step >25, 508/693, d1=0.649, d2=0.530 g=0.998 2/2 [==============================] - 0s 18ms/step >25, 509/693, d1=0.664, d2=0.652 g=0.902 2/2 [==============================] - 0s 17ms/step >25, 510/693, d1=0.680, d2=0.632 g=0.962 2/2 [==============================] - 0s 16ms/step >25, 511/693, d1=0.580, d2=0.603 g=0.988 2/2 [==============================] - 0s 18ms/step >25, 512/693, d1=0.626, d2=0.627 g=0.958 2/2 [==============================] - 0s 17ms/step >25, 513/693, d1=0.579, d2=0.635 g=1.099 2/2 [==============================] - 0s 16ms/step >25, 514/693, d1=0.639, d2=0.669 g=1.031 2/2 [==============================] - 0s 18ms/step >25, 515/693, d1=0.601, d2=0.647 g=1.079 2/2 [==============================] - 0s 17ms/step >25, 516/693, d1=0.671, d2=0.572 g=1.007 2/2 [==============================] - 0s 18ms/step >25, 517/693, d1=0.627, d2=0.670 g=1.117 2/2 [==============================] - 0s 18ms/step >25, 518/693, d1=0.538, d2=0.626 g=1.098 2/2 [==============================] - 0s 16ms/step >25, 519/693, d1=0.625, d2=0.565 g=1.095 2/2 [==============================] - 0s 16ms/step >25, 520/693, d1=0.628, d2=0.552 g=0.990 2/2 [==============================] - 0s 17ms/step >25, 521/693, d1=0.664, d2=0.561 g=1.128 2/2 [==============================] - 0s 18ms/step >25, 522/693, d1=0.653, d2=0.579 g=1.085 2/2 [==============================] - 0s 16ms/step >25, 523/693, d1=0.660, d2=0.555 g=1.140 2/2 [==============================] - 0s 18ms/step >25, 524/693, d1=0.557, d2=0.524 g=1.085 2/2 [==============================] - 0s 17ms/step >25, 525/693, d1=0.543, d2=0.729 g=1.085 2/2 [==============================] - 0s 17ms/step >25, 526/693, d1=0.682, d2=0.594 g=1.078 2/2 [==============================] - 0s 16ms/step >25, 527/693, d1=0.560, d2=0.563 g=1.048 2/2 [==============================] - 0s 17ms/step >25, 528/693, d1=0.673, d2=0.613 g=0.967 2/2 [==============================] - 0s 17ms/step >25, 529/693, d1=0.642, d2=0.607 g=1.013 2/2 [==============================] - 0s 17ms/step >25, 530/693, d1=0.628, d2=0.655 g=0.963 2/2 [==============================] - 0s 18ms/step >25, 531/693, d1=0.630, d2=0.718 g=1.002 2/2 [==============================] - 0s 18ms/step >25, 532/693, d1=0.577, d2=0.648 g=1.049 2/2 [==============================] - 0s 17ms/step >25, 533/693, d1=0.645, d2=0.589 g=1.049 2/2 [==============================] - 0s 17ms/step >25, 534/693, d1=0.637, d2=0.667 g=1.022 2/2 [==============================] - 0s 18ms/step >25, 535/693, d1=0.551, d2=0.633 g=0.959 2/2 [==============================] - 0s 17ms/step >25, 536/693, d1=0.567, d2=0.662 g=1.100 2/2 [==============================] - 0s 18ms/step >25, 537/693, d1=0.576, d2=0.626 g=1.107 2/2 [==============================] - 0s 18ms/step >25, 538/693, d1=0.617, d2=0.558 g=1.143 2/2 [==============================] - 0s 18ms/step >25, 539/693, d1=0.556, d2=0.573 g=1.095 2/2 [==============================] - 0s 17ms/step >25, 540/693, d1=0.611, d2=0.580 g=1.115 2/2 [==============================] - 0s 17ms/step >25, 541/693, d1=0.618, d2=0.496 g=1.006 2/2 [==============================] - 0s 17ms/step >25, 542/693, d1=0.687, d2=0.593 g=0.965 2/2 [==============================] - 0s 19ms/step >25, 543/693, d1=0.603, d2=0.641 g=1.014 2/2 [==============================] - 0s 17ms/step >25, 544/693, d1=0.600, d2=0.582 g=1.012 2/2 [==============================] - 0s 19ms/step >25, 545/693, d1=0.605, d2=0.645 g=0.997 2/2 [==============================] - 0s 16ms/step >25, 546/693, d1=0.679, d2=0.650 g=0.953 2/2 [==============================] - 0s 17ms/step >25, 547/693, d1=0.590, d2=0.612 g=1.080 2/2 [==============================] - 0s 17ms/step >25, 548/693, d1=0.696, d2=0.622 g=1.038 2/2 [==============================] - 0s 18ms/step >25, 549/693, d1=0.589, d2=0.531 g=0.944 2/2 [==============================] - 0s 18ms/step >25, 550/693, d1=0.667, d2=0.635 g=0.967 2/2 [==============================] - 0s 19ms/step >25, 551/693, d1=0.553, d2=0.581 g=0.952 2/2 [==============================] - 0s 17ms/step >25, 552/693, d1=0.561, d2=0.698 g=0.974 2/2 [==============================] - 0s 18ms/step >25, 553/693, d1=0.573, d2=0.587 g=1.120 2/2 [==============================] - 0s 18ms/step >25, 554/693, d1=0.606, d2=0.582 g=0.969 2/2 [==============================] - 0s 18ms/step >25, 555/693, d1=0.662, d2=0.593 g=0.946 2/2 [==============================] - 0s 17ms/step >25, 556/693, d1=0.646, d2=0.641 g=1.026 2/2 [==============================] - 0s 16ms/step >25, 557/693, d1=0.594, d2=0.620 g=0.973 2/2 [==============================] - 0s 16ms/step >25, 558/693, d1=0.610, d2=0.621 g=0.974 2/2 [==============================] - 0s 18ms/step >25, 559/693, d1=0.542, d2=0.623 g=1.027 2/2 [==============================] - 0s 16ms/step >25, 560/693, d1=0.647, d2=0.546 g=1.067 2/2 [==============================] - 0s 17ms/step >25, 561/693, d1=0.598, d2=0.506 g=1.029 2/2 [==============================] - 0s 20ms/step >25, 562/693, d1=0.584, d2=0.569 g=1.190 2/2 [==============================] - 0s 17ms/step >25, 563/693, d1=0.629, d2=0.581 g=1.120 2/2 [==============================] - 0s 17ms/step >25, 564/693, d1=0.635, d2=0.602 g=1.052 2/2 [==============================] - 0s 16ms/step >25, 565/693, d1=0.587, d2=0.549 g=1.084 2/2 [==============================] - 0s 16ms/step >25, 566/693, d1=0.603, d2=0.492 g=1.007 2/2 [==============================] - 0s 17ms/step >25, 567/693, d1=0.584, d2=0.572 g=1.081 2/2 [==============================] - 0s 17ms/step >25, 568/693, d1=0.625, d2=0.580 g=1.109 2/2 [==============================] - 0s 17ms/step >25, 569/693, d1=0.522, d2=0.496 g=1.179 2/2 [==============================] - 0s 18ms/step >25, 570/693, d1=0.649, d2=0.651 g=1.101 2/2 [==============================] - 0s 16ms/step >25, 571/693, d1=0.534, d2=0.610 g=1.053 2/2 [==============================] - 0s 17ms/step >25, 572/693, d1=0.574, d2=0.605 g=1.040 2/2 [==============================] - 0s 17ms/step >25, 573/693, d1=0.558, d2=0.589 g=1.033 2/2 [==============================] - 0s 18ms/step >25, 574/693, d1=0.638, d2=0.605 g=1.083 2/2 [==============================] - 0s 19ms/step >25, 575/693, d1=0.672, d2=0.645 g=1.028 2/2 [==============================] - 0s 17ms/step >25, 576/693, d1=0.583, d2=0.577 g=1.010 2/2 [==============================] - 0s 17ms/step >25, 577/693, d1=0.615, d2=0.597 g=0.968 2/2 [==============================] - 0s 17ms/step >25, 578/693, d1=0.583, d2=0.658 g=1.033 2/2 [==============================] - 0s 17ms/step >25, 579/693, d1=0.638, d2=0.631 g=1.056 2/2 [==============================] - 0s 16ms/step >25, 580/693, d1=0.589, d2=0.599 g=1.027 2/2 [==============================] - 0s 17ms/step >25, 581/693, d1=0.606, d2=0.643 g=1.062 2/2 [==============================] - 0s 16ms/step >25, 582/693, d1=0.691, d2=0.628 g=1.055 2/2 [==============================] - 0s 17ms/step >25, 583/693, d1=0.581, d2=0.633 g=1.102 2/2 [==============================] - 0s 18ms/step >25, 584/693, d1=0.619, d2=0.632 g=1.152 2/2 [==============================] - 0s 17ms/step >25, 585/693, d1=0.732, d2=0.543 g=1.144 2/2 [==============================] - 0s 18ms/step >25, 586/693, d1=0.597, d2=0.614 g=1.089 2/2 [==============================] - 0s 19ms/step >25, 587/693, d1=0.637, d2=0.676 g=0.969 2/2 [==============================] - 0s 17ms/step >25, 588/693, d1=0.606, d2=0.617 g=0.968 2/2 [==============================] - 0s 19ms/step >25, 589/693, d1=0.598, d2=0.639 g=0.995 2/2 [==============================] - 0s 19ms/step >25, 590/693, d1=0.580, d2=0.704 g=1.050 2/2 [==============================] - 0s 16ms/step >25, 591/693, d1=0.678, d2=0.610 g=1.007 2/2 [==============================] - 0s 18ms/step >25, 592/693, d1=0.552, d2=0.595 g=1.088 2/2 [==============================] - 0s 19ms/step >25, 593/693, d1=0.645, d2=0.546 g=1.033 2/2 [==============================] - 0s 18ms/step >25, 594/693, d1=0.656, d2=0.600 g=1.022 2/2 [==============================] - 0s 17ms/step >25, 595/693, d1=0.568, d2=0.571 g=1.036 2/2 [==============================] - 0s 18ms/step >25, 596/693, d1=0.603, d2=0.591 g=1.008 2/2 [==============================] - 0s 17ms/step >25, 597/693, d1=0.564, d2=0.631 g=0.968 2/2 [==============================] - 0s 17ms/step >25, 598/693, d1=0.579, d2=0.675 g=1.101 2/2 [==============================] - 0s 17ms/step >25, 599/693, d1=0.591, d2=0.630 g=1.007 2/2 [==============================] - 0s 16ms/step >25, 600/693, d1=0.629, d2=0.558 g=1.054 2/2 [==============================] - 0s 19ms/step >25, 601/693, d1=0.535, d2=0.521 g=1.039 2/2 [==============================] - 0s 18ms/step >25, 602/693, d1=0.571, d2=0.595 g=0.979 2/2 [==============================] - 0s 17ms/step >25, 603/693, d1=0.566, d2=0.631 g=1.073 2/2 [==============================] - 0s 16ms/step >25, 604/693, d1=0.621, d2=0.629 g=1.044 2/2 [==============================] - 0s 19ms/step >25, 605/693, d1=0.663, d2=0.555 g=1.116 2/2 [==============================] - 0s 18ms/step >25, 606/693, d1=0.666, d2=0.568 g=1.098 2/2 [==============================] - 0s 18ms/step >25, 607/693, d1=0.637, d2=0.618 g=1.022 2/2 [==============================] - 0s 17ms/step >25, 608/693, d1=0.665, d2=0.550 g=1.049 2/2 [==============================] - 0s 17ms/step >25, 609/693, d1=0.596, d2=0.580 g=1.041 2/2 [==============================] - 0s 17ms/step >25, 610/693, d1=0.607, d2=0.601 g=1.114 2/2 [==============================] - 0s 17ms/step >25, 611/693, d1=0.616, d2=0.585 g=1.041 2/2 [==============================] - 0s 17ms/step >25, 612/693, d1=0.580, d2=0.616 g=1.136 2/2 [==============================] - 0s 17ms/step >25, 613/693, d1=0.627, d2=0.550 g=1.006 2/2 [==============================] - 0s 17ms/step >25, 614/693, d1=0.527, d2=0.595 g=0.996 2/2 [==============================] - 0s 17ms/step >25, 615/693, d1=0.654, d2=0.553 g=0.994 2/2 [==============================] - 0s 17ms/step >25, 616/693, d1=0.574, d2=0.718 g=0.989 2/2 [==============================] - 0s 17ms/step >25, 617/693, d1=0.579, d2=0.623 g=1.059 2/2 [==============================] - 0s 17ms/step >25, 618/693, d1=0.592, d2=0.603 g=0.982 2/2 [==============================] - 0s 18ms/step >25, 619/693, d1=0.541, d2=0.578 g=1.069 2/2 [==============================] - 0s 19ms/step >25, 620/693, d1=0.634, d2=0.502 g=1.043 2/2 [==============================] - 0s 17ms/step >25, 621/693, d1=0.591, d2=0.613 g=0.988 2/2 [==============================] - 0s 17ms/step >25, 622/693, d1=0.589, d2=0.626 g=0.979 2/2 [==============================] - 0s 16ms/step >25, 623/693, d1=0.600, d2=0.555 g=1.022 2/2 [==============================] - 0s 18ms/step >25, 624/693, d1=0.535, d2=0.609 g=1.017 2/2 [==============================] - 0s 17ms/step >25, 625/693, d1=0.686, d2=0.566 g=1.033 2/2 [==============================] - 0s 18ms/step >25, 626/693, d1=0.581, d2=0.618 g=0.995 2/2 [==============================] - 0s 17ms/step >25, 627/693, d1=0.572, d2=0.618 g=0.974 2/2 [==============================] - 0s 17ms/step >25, 628/693, d1=0.540, d2=0.666 g=1.087 2/2 [==============================] - 0s 16ms/step >25, 629/693, d1=0.620, d2=0.651 g=1.120 2/2 [==============================] - 0s 17ms/step >25, 630/693, d1=0.677, d2=0.522 g=1.092 2/2 [==============================] - 0s 17ms/step >25, 631/693, d1=0.568, d2=0.653 g=0.975 2/2 [==============================] - 0s 18ms/step >25, 632/693, d1=0.701, d2=0.636 g=1.033 2/2 [==============================] - 0s 17ms/step >25, 633/693, d1=0.541, d2=0.572 g=1.055 2/2 [==============================] - 0s 18ms/step >25, 634/693, d1=0.545, d2=0.653 g=1.176 2/2 [==============================] - 0s 18ms/step >25, 635/693, d1=0.648, d2=0.459 g=1.134 2/2 [==============================] - 0s 17ms/step >25, 636/693, d1=0.663, d2=0.563 g=1.060 2/2 [==============================] - 0s 18ms/step >25, 637/693, d1=0.560, d2=0.491 g=1.112 2/2 [==============================] - 0s 18ms/step >25, 638/693, d1=0.552, d2=0.595 g=1.093 2/2 [==============================] - 0s 16ms/step >25, 639/693, d1=0.568, d2=0.622 g=1.048 2/2 [==============================] - 0s 17ms/step >25, 640/693, d1=0.648, d2=0.569 g=1.084 2/2 [==============================] - 0s 17ms/step >25, 641/693, d1=0.577, d2=0.582 g=1.150 2/2 [==============================] - 0s 17ms/step >25, 642/693, d1=0.615, d2=0.574 g=1.023 2/2 [==============================] - 0s 18ms/step >25, 643/693, d1=0.612, d2=0.637 g=0.994 2/2 [==============================] - 0s 19ms/step >25, 644/693, d1=0.570, d2=0.682 g=1.054 2/2 [==============================] - 0s 18ms/step >25, 645/693, d1=0.579, d2=0.631 g=1.214 2/2 [==============================] - 0s 18ms/step >25, 646/693, d1=0.662, d2=0.568 g=1.013 2/2 [==============================] - 0s 17ms/step >25, 647/693, d1=0.570, d2=0.512 g=1.051 2/2 [==============================] - 0s 17ms/step >25, 648/693, d1=0.594, d2=0.605 g=1.047 2/2 [==============================] - 0s 17ms/step >25, 649/693, d1=0.668, d2=0.650 g=1.038 2/2 [==============================] - 0s 18ms/step >25, 650/693, d1=0.583, d2=0.623 g=1.087 2/2 [==============================] - 0s 16ms/step >25, 651/693, d1=0.652, d2=0.612 g=0.995 2/2 [==============================] - 0s 15ms/step >25, 652/693, d1=0.624, d2=0.723 g=0.990 2/2 [==============================] - 0s 17ms/step >25, 653/693, d1=0.615, d2=0.624 g=1.086 2/2 [==============================] - 0s 17ms/step >25, 654/693, d1=0.557, d2=0.617 g=1.046 2/2 [==============================] - 0s 17ms/step >25, 655/693, d1=0.617, d2=0.589 g=1.067 2/2 [==============================] - 0s 17ms/step >25, 656/693, d1=0.625, d2=0.612 g=1.147 2/2 [==============================] - 0s 17ms/step >25, 657/693, d1=0.711, d2=0.575 g=1.078 2/2 [==============================] - 0s 19ms/step >25, 658/693, d1=0.585, d2=0.564 g=1.129 2/2 [==============================] - 0s 18ms/step >25, 659/693, d1=0.679, d2=0.538 g=0.962 2/2 [==============================] - 0s 17ms/step >25, 660/693, d1=0.701, d2=0.608 g=0.944 2/2 [==============================] - 0s 19ms/step >25, 661/693, d1=0.550, d2=0.664 g=0.985 2/2 [==============================] - 0s 18ms/step >25, 662/693, d1=0.586, d2=0.672 g=1.104 2/2 [==============================] - 0s 17ms/step >25, 663/693, d1=0.672, d2=0.595 g=1.005 2/2 [==============================] - 0s 16ms/step >25, 664/693, d1=0.690, d2=0.531 g=1.116 2/2 [==============================] - 0s 16ms/step >25, 665/693, d1=0.664, d2=0.532 g=1.096 2/2 [==============================] - 0s 18ms/step >25, 666/693, d1=0.647, d2=0.524 g=1.025 2/2 [==============================] - 0s 19ms/step >25, 667/693, d1=0.572, d2=0.603 g=1.008 2/2 [==============================] - 0s 18ms/step >25, 668/693, d1=0.632, d2=0.639 g=0.934 2/2 [==============================] - 0s 16ms/step >25, 669/693, d1=0.560, d2=0.648 g=1.009 2/2 [==============================] - 0s 18ms/step >25, 670/693, d1=0.581, d2=0.593 g=1.004 2/2 [==============================] - 0s 19ms/step >25, 671/693, d1=0.622, d2=0.612 g=1.121 2/2 [==============================] - 0s 18ms/step >25, 672/693, d1=0.670, d2=0.536 g=1.071 2/2 [==============================] - 0s 17ms/step >25, 673/693, d1=0.668, d2=0.609 g=0.997 2/2 [==============================] - 0s 17ms/step >25, 674/693, d1=0.616, d2=0.634 g=1.062 2/2 [==============================] - 0s 16ms/step >25, 675/693, d1=0.699, d2=0.611 g=0.920 2/2 [==============================] - 0s 17ms/step >25, 676/693, d1=0.569, d2=0.642 g=0.954 2/2 [==============================] - 0s 16ms/step >25, 677/693, d1=0.596, d2=0.610 g=1.060 2/2 [==============================] - 0s 17ms/step >25, 678/693, d1=0.616, d2=0.599 g=1.075 2/2 [==============================] - 0s 17ms/step >25, 679/693, d1=0.635, d2=0.580 g=1.010 2/2 [==============================] - 0s 17ms/step >25, 680/693, d1=0.610, d2=0.663 g=0.958 2/2 [==============================] - 0s 18ms/step >25, 681/693, d1=0.570, d2=0.622 g=0.987 2/2 [==============================] - 0s 18ms/step >25, 682/693, d1=0.640, d2=0.543 g=0.949 2/2 [==============================] - 0s 17ms/step >25, 683/693, d1=0.640, d2=0.573 g=0.948 2/2 [==============================] - 0s 19ms/step >25, 684/693, d1=0.538, d2=0.644 g=1.018 2/2 [==============================] - 0s 19ms/step >25, 685/693, d1=0.629, d2=0.587 g=1.088 2/2 [==============================] - 0s 16ms/step >25, 686/693, d1=0.609, d2=0.538 g=1.043 2/2 [==============================] - 0s 17ms/step >25, 687/693, d1=0.676, d2=0.677 g=0.958 2/2 [==============================] - 0s 17ms/step >25, 688/693, d1=0.580, d2=0.586 g=0.987 2/2 [==============================] - 0s 17ms/step >25, 689/693, d1=0.584, d2=0.635 g=1.021 2/2 [==============================] - 0s 16ms/step >25, 690/693, d1=0.590, d2=0.651 g=1.073 2/2 [==============================] - 0s 16ms/step >25, 691/693, d1=0.599, d2=0.577 g=1.023 2/2 [==============================] - 0s 17ms/step >25, 692/693, d1=0.623, d2=0.578 g=0.987 2/2 [==============================] - 0s 17ms/step >25, 693/693, d1=0.613, d2=0.572 g=1.047 2/2 [==============================] - 0s 17ms/step >26, 1/693, d1=0.642, d2=0.648 g=1.044 2/2 [==============================] - 0s 17ms/step >26, 2/693, d1=0.657, d2=0.611 g=0.976 2/2 [==============================] - 0s 18ms/step >26, 3/693, d1=0.628, d2=0.582 g=0.994 2/2 [==============================] - 0s 17ms/step >26, 4/693, d1=0.545, d2=0.654 g=1.000 2/2 [==============================] - 0s 17ms/step >26, 5/693, d1=0.565, d2=0.597 g=0.998 2/2 [==============================] - 0s 17ms/step >26, 6/693, d1=0.538, d2=0.695 g=1.068 2/2 [==============================] - 0s 16ms/step >26, 7/693, d1=0.646, d2=0.588 g=0.996 2/2 [==============================] - 0s 20ms/step >26, 8/693, d1=0.667, d2=0.708 g=0.998 2/2 [==============================] - 0s 17ms/step >26, 9/693, d1=0.577, d2=0.650 g=1.023 2/2 [==============================] - 0s 16ms/step >26, 10/693, d1=0.546, d2=0.582 g=1.079 2/2 [==============================] - 0s 17ms/step >26, 11/693, d1=0.727, d2=0.552 g=1.125 2/2 [==============================] - 0s 17ms/step >26, 12/693, d1=0.636, d2=0.581 g=1.037 2/2 [==============================] - 0s 16ms/step >26, 13/693, d1=0.676, d2=0.644 g=0.936 2/2 [==============================] - 0s 17ms/step >26, 14/693, d1=0.576, d2=0.554 g=1.059 2/2 [==============================] - 0s 17ms/step >26, 15/693, d1=0.576, d2=0.660 g=1.060 2/2 [==============================] - 0s 17ms/step >26, 16/693, d1=0.616, d2=0.584 g=1.016 2/2 [==============================] - 0s 17ms/step >26, 17/693, d1=0.614, d2=0.676 g=1.008 2/2 [==============================] - 0s 17ms/step >26, 18/693, d1=0.564, d2=0.605 g=1.062 2/2 [==============================] - 0s 16ms/step >26, 19/693, d1=0.591, d2=0.667 g=1.010 2/2 [==============================] - 0s 18ms/step >26, 20/693, d1=0.591, d2=0.553 g=1.044 2/2 [==============================] - 0s 16ms/step >26, 21/693, d1=0.583, d2=0.615 g=0.965 2/2 [==============================] - 0s 17ms/step >26, 22/693, d1=0.578, d2=0.636 g=0.988 2/2 [==============================] - 0s 18ms/step >26, 23/693, d1=0.616, d2=0.607 g=1.032 2/2 [==============================] - 0s 19ms/step >26, 24/693, d1=0.635, d2=0.607 g=1.074 2/2 [==============================] - 0s 17ms/step >26, 25/693, d1=0.598, d2=0.605 g=1.037 2/2 [==============================] - 0s 17ms/step >26, 26/693, d1=0.560, d2=0.567 g=1.155 2/2 [==============================] - 0s 18ms/step >26, 27/693, d1=0.643, d2=0.559 g=1.137 2/2 [==============================] - 0s 18ms/step >26, 28/693, d1=0.634, d2=0.558 g=1.144 2/2 [==============================] - 0s 17ms/step >26, 29/693, d1=0.607, d2=0.586 g=1.014 2/2 [==============================] - 0s 20ms/step >26, 30/693, d1=0.611, d2=0.619 g=0.986 2/2 [==============================] - 0s 17ms/step >26, 31/693, d1=0.593, d2=0.623 g=1.043 2/2 [==============================] - 0s 17ms/step >26, 32/693, d1=0.624, d2=0.616 g=1.060 2/2 [==============================] - 0s 21ms/step >26, 33/693, d1=0.663, d2=0.584 g=0.925 2/2 [==============================] - 0s 17ms/step >26, 34/693, d1=0.634, d2=0.626 g=1.063 2/2 [==============================] - 0s 17ms/step >26, 35/693, d1=0.621, d2=0.739 g=1.007 2/2 [==============================] - 0s 19ms/step >26, 36/693, d1=0.613, d2=0.533 g=1.062 2/2 [==============================] - 0s 17ms/step >26, 37/693, d1=0.594, d2=0.598 g=0.965 2/2 [==============================] - 0s 20ms/step >26, 38/693, d1=0.610, d2=0.613 g=1.067 2/2 [==============================] - 0s 19ms/step >26, 39/693, d1=0.576, d2=0.721 g=0.999 2/2 [==============================] - 0s 17ms/step >26, 40/693, d1=0.611, d2=0.604 g=1.021 2/2 [==============================] - 0s 17ms/step >26, 41/693, d1=0.621, d2=0.567 g=1.021 2/2 [==============================] - 0s 22ms/step >26, 42/693, d1=0.639, d2=0.547 g=1.099 2/2 [==============================] - 0s 17ms/step >26, 43/693, d1=0.612, d2=0.599 g=1.019 2/2 [==============================] - 0s 18ms/step >26, 44/693, d1=0.562, d2=0.581 g=1.071 2/2 [==============================] - 0s 17ms/step >26, 45/693, d1=0.608, d2=0.650 g=1.027 2/2 [==============================] - 0s 17ms/step >26, 46/693, d1=0.574, d2=0.627 g=1.051 2/2 [==============================] - 0s 17ms/step >26, 47/693, d1=0.598, d2=0.638 g=1.177 2/2 [==============================] - 0s 17ms/step >26, 48/693, d1=0.700, d2=0.547 g=1.077 2/2 [==============================] - 0s 17ms/step >26, 49/693, d1=0.651, d2=0.566 g=1.132 2/2 [==============================] - 0s 17ms/step >26, 50/693, d1=0.622, d2=0.519 g=1.159 2/2 [==============================] - 0s 17ms/step >26, 51/693, d1=0.651, d2=0.541 g=1.052 2/2 [==============================] - 0s 16ms/step >26, 52/693, d1=0.633, d2=0.638 g=0.983 2/2 [==============================] - 0s 17ms/step >26, 53/693, d1=0.539, d2=0.682 g=1.025 2/2 [==============================] - 0s 17ms/step >26, 54/693, d1=0.499, d2=0.655 g=1.056 2/2 [==============================] - 0s 18ms/step >26, 55/693, d1=0.556, d2=0.538 g=0.965 2/2 [==============================] - 0s 17ms/step >26, 56/693, d1=0.498, d2=0.535 g=1.086 2/2 [==============================] - 0s 16ms/step >26, 57/693, d1=0.633, d2=0.624 g=1.069 2/2 [==============================] - 0s 17ms/step >26, 58/693, d1=0.647, d2=0.568 g=1.087 2/2 [==============================] - 0s 16ms/step >26, 59/693, d1=0.571, d2=0.590 g=1.016 2/2 [==============================] - 0s 17ms/step >26, 60/693, d1=0.634, d2=0.573 g=1.063 2/2 [==============================] - 0s 16ms/step >26, 61/693, d1=0.527, d2=0.604 g=1.084 2/2 [==============================] - 0s 17ms/step >26, 62/693, d1=0.645, d2=0.615 g=1.053 2/2 [==============================] - 0s 17ms/step >26, 63/693, d1=0.596, d2=0.625 g=1.163 2/2 [==============================] - 0s 16ms/step >26, 64/693, d1=0.575, d2=0.588 g=1.020 2/2 [==============================] - 0s 17ms/step >26, 65/693, d1=0.640, d2=0.662 g=1.046 2/2 [==============================] - 0s 17ms/step >26, 66/693, d1=0.607, d2=0.638 g=1.007 2/2 [==============================] - 0s 17ms/step >26, 67/693, d1=0.606, d2=0.675 g=1.101 2/2 [==============================] - 0s 16ms/step >26, 68/693, d1=0.625, d2=0.500 g=1.091 2/2 [==============================] - 0s 18ms/step >26, 69/693, d1=0.674, d2=0.607 g=1.238 2/2 [==============================] - 0s 18ms/step >26, 70/693, d1=0.650, d2=0.628 g=1.055 2/2 [==============================] - 0s 17ms/step >26, 71/693, d1=0.598, d2=0.646 g=1.063 2/2 [==============================] - 0s 17ms/step >26, 72/693, d1=0.714, d2=0.591 g=1.064 2/2 [==============================] - 0s 17ms/step >26, 73/693, d1=0.586, d2=0.601 g=1.038 2/2 [==============================] - 0s 17ms/step >26, 74/693, d1=0.614, d2=0.541 g=1.012 2/2 [==============================] - 0s 17ms/step >26, 75/693, d1=0.629, d2=0.592 g=0.993 2/2 [==============================] - 0s 19ms/step >26, 76/693, d1=0.558, d2=0.643 g=1.167 2/2 [==============================] - 0s 17ms/step >26, 77/693, d1=0.617, d2=0.550 g=1.104 2/2 [==============================] - 0s 21ms/step >26, 78/693, d1=0.693, d2=0.613 g=1.011 2/2 [==============================] - 0s 18ms/step >26, 79/693, d1=0.648, d2=0.621 g=0.994 2/2 [==============================] - 0s 16ms/step >26, 80/693, d1=0.552, d2=0.571 g=0.994 2/2 [==============================] - 0s 17ms/step >26, 81/693, d1=0.572, d2=0.673 g=0.987 2/2 [==============================] - 0s 19ms/step >26, 82/693, d1=0.560, d2=0.608 g=0.937 2/2 [==============================] - 0s 16ms/step >26, 83/693, d1=0.601, d2=0.654 g=1.002 2/2 [==============================] - 0s 16ms/step >26, 84/693, d1=0.684, d2=0.556 g=1.022 2/2 [==============================] - 0s 16ms/step >26, 85/693, d1=0.653, d2=0.622 g=0.981 2/2 [==============================] - 0s 16ms/step >26, 86/693, d1=0.641, d2=0.576 g=0.979 2/2 [==============================] - 0s 16ms/step >26, 87/693, d1=0.620, d2=0.570 g=0.877 2/2 [==============================] - 0s 16ms/step >26, 88/693, d1=0.582, d2=0.679 g=0.889 2/2 [==============================] - 0s 17ms/step >26, 89/693, d1=0.582, d2=0.584 g=1.074 2/2 [==============================] - 0s 18ms/step >26, 90/693, d1=0.582, d2=0.633 g=1.062 2/2 [==============================] - 0s 17ms/step >26, 91/693, d1=0.542, d2=0.596 g=1.022 2/2 [==============================] - 0s 17ms/step >26, 92/693, d1=0.589, d2=0.526 g=1.007 2/2 [==============================] - 0s 16ms/step >26, 93/693, d1=0.609, d2=0.541 g=0.985 2/2 [==============================] - 0s 16ms/step >26, 94/693, d1=0.661, d2=0.628 g=1.001 2/2 [==============================] - 0s 17ms/step >26, 95/693, d1=0.578, d2=0.654 g=1.009 2/2 [==============================] - 0s 16ms/step >26, 96/693, d1=0.599, d2=0.668 g=1.074 2/2 [==============================] - 0s 17ms/step >26, 97/693, d1=0.636, d2=0.635 g=0.946 2/2 [==============================] - 0s 18ms/step >26, 98/693, d1=0.583, d2=0.610 g=0.938 2/2 [==============================] - 0s 17ms/step >26, 99/693, d1=0.574, d2=0.579 g=0.957 2/2 [==============================] - 0s 18ms/step >26, 100/693, d1=0.508, d2=0.646 g=1.056 2/2 [==============================] - 0s 19ms/step >26, 101/693, d1=0.556, d2=0.620 g=1.069 2/2 [==============================] - 0s 17ms/step >26, 102/693, d1=0.677, d2=0.616 g=1.026 2/2 [==============================] - 0s 18ms/step >26, 103/693, d1=0.644, d2=0.582 g=0.970 2/2 [==============================] - 0s 19ms/step >26, 104/693, d1=0.627, d2=0.553 g=1.031 2/2 [==============================] - 0s 16ms/step >26, 105/693, d1=0.671, d2=0.622 g=1.042 2/2 [==============================] - 0s 16ms/step >26, 106/693, d1=0.593, d2=0.606 g=1.083 2/2 [==============================] - 0s 18ms/step >26, 107/693, d1=0.607, d2=0.562 g=1.075 2/2 [==============================] - 0s 17ms/step >26, 108/693, d1=0.602, d2=0.630 g=1.089 2/2 [==============================] - 0s 17ms/step >26, 109/693, d1=0.637, d2=0.504 g=1.051 2/2 [==============================] - 0s 19ms/step >26, 110/693, d1=0.612, d2=0.616 g=1.108 2/2 [==============================] - 0s 18ms/step >26, 111/693, d1=0.582, d2=0.631 g=1.072 2/2 [==============================] - 0s 17ms/step >26, 112/693, d1=0.640, d2=0.549 g=1.056 2/2 [==============================] - 0s 16ms/step >26, 113/693, d1=0.675, d2=0.625 g=1.012 2/2 [==============================] - 0s 17ms/step >26, 114/693, d1=0.521, d2=0.528 g=1.051 2/2 [==============================] - 0s 16ms/step >26, 115/693, d1=0.591, d2=0.555 g=0.986 2/2 [==============================] - 0s 17ms/step >26, 116/693, d1=0.523, d2=0.622 g=0.955 2/2 [==============================] - 0s 17ms/step >26, 117/693, d1=0.507, d2=0.611 g=1.037 2/2 [==============================] - 0s 16ms/step >26, 118/693, d1=0.554, d2=0.587 g=1.080 2/2 [==============================] - 0s 16ms/step >26, 119/693, d1=0.585, d2=0.603 g=1.084 2/2 [==============================] - 0s 16ms/step >26, 120/693, d1=0.614, d2=0.638 g=1.025 2/2 [==============================] - 0s 17ms/step >26, 121/693, d1=0.641, d2=0.682 g=1.055 2/2 [==============================] - 0s 17ms/step >26, 122/693, d1=0.658, d2=0.588 g=0.969 2/2 [==============================] - 0s 17ms/step >26, 123/693, d1=0.565, d2=0.604 g=0.991 2/2 [==============================] - 0s 17ms/step >26, 124/693, d1=0.626, d2=0.585 g=1.034 2/2 [==============================] - 0s 17ms/step >26, 125/693, d1=0.607, d2=0.618 g=0.993 2/2 [==============================] - 0s 17ms/step >26, 126/693, d1=0.548, d2=0.609 g=0.928 2/2 [==============================] - 0s 17ms/step >26, 127/693, d1=0.557, d2=0.635 g=1.013 2/2 [==============================] - 0s 19ms/step >26, 128/693, d1=0.641, d2=0.566 g=1.036 2/2 [==============================] - 0s 17ms/step >26, 129/693, d1=0.665, d2=0.519 g=1.016 2/2 [==============================] - 0s 19ms/step >26, 130/693, d1=0.552, d2=0.672 g=1.033 2/2 [==============================] - 0s 16ms/step >26, 131/693, d1=0.694, d2=0.617 g=0.998 2/2 [==============================] - 0s 18ms/step >26, 132/693, d1=0.549, d2=0.643 g=0.996 2/2 [==============================] - 0s 17ms/step >26, 133/693, d1=0.648, d2=0.650 g=0.943 2/2 [==============================] - 0s 17ms/step >26, 134/693, d1=0.606, d2=0.604 g=0.995 2/2 [==============================] - 0s 19ms/step >26, 135/693, d1=0.629, d2=0.607 g=1.028 2/2 [==============================] - 0s 17ms/step >26, 136/693, d1=0.565, d2=0.632 g=1.148 2/2 [==============================] - 0s 17ms/step >26, 137/693, d1=0.704, d2=0.614 g=0.988 2/2 [==============================] - 0s 16ms/step >26, 138/693, d1=0.552, d2=0.529 g=1.090 2/2 [==============================] - 0s 17ms/step >26, 139/693, d1=0.670, d2=0.561 g=1.007 2/2 [==============================] - 0s 16ms/step >26, 140/693, d1=0.586, d2=0.679 g=1.090 2/2 [==============================] - 0s 18ms/step >26, 141/693, d1=0.585, d2=0.600 g=0.967 2/2 [==============================] - 0s 19ms/step >26, 142/693, d1=0.575, d2=0.636 g=1.033 2/2 [==============================] - 0s 17ms/step >26, 143/693, d1=0.629, d2=0.611 g=1.022 2/2 [==============================] - 0s 17ms/step >26, 144/693, d1=0.622, d2=0.661 g=1.000 2/2 [==============================] - 0s 17ms/step >26, 145/693, d1=0.564, d2=0.663 g=1.058 2/2 [==============================] - 0s 18ms/step >26, 146/693, d1=0.633, d2=0.519 g=1.037 2/2 [==============================] - 0s 20ms/step >26, 147/693, d1=0.580, d2=0.669 g=1.075 2/2 [==============================] - 0s 18ms/step >26, 148/693, d1=0.622, d2=0.560 g=1.111 2/2 [==============================] - 0s 17ms/step >26, 149/693, d1=0.614, d2=0.583 g=1.011 2/2 [==============================] - 0s 17ms/step >26, 150/693, d1=0.538, d2=0.633 g=1.025 2/2 [==============================] - 0s 17ms/step >26, 151/693, d1=0.665, d2=0.634 g=1.044 2/2 [==============================] - 0s 16ms/step >26, 152/693, d1=0.692, d2=0.583 g=1.107 2/2 [==============================] - 0s 17ms/step >26, 153/693, d1=0.602, d2=0.555 g=1.056 2/2 [==============================] - 0s 18ms/step >26, 154/693, d1=0.581, d2=0.572 g=1.045 2/2 [==============================] - 0s 17ms/step >26, 155/693, d1=0.634, d2=0.649 g=1.041 2/2 [==============================] - 0s 16ms/step >26, 156/693, d1=0.635, d2=0.568 g=1.045 2/2 [==============================] - 0s 16ms/step >26, 157/693, d1=0.656, d2=0.589 g=1.023 2/2 [==============================] - 0s 16ms/step >26, 158/693, d1=0.678, d2=0.573 g=1.049 2/2 [==============================] - 0s 16ms/step >26, 159/693, d1=0.591, d2=0.653 g=1.028 2/2 [==============================] - 0s 17ms/step >26, 160/693, d1=0.625, d2=0.662 g=0.995 2/2 [==============================] - 0s 17ms/step >26, 161/693, d1=0.659, d2=0.586 g=0.997 2/2 [==============================] - 0s 17ms/step >26, 162/693, d1=0.646, d2=0.669 g=1.069 2/2 [==============================] - 0s 19ms/step >26, 163/693, d1=0.645, d2=0.544 g=1.076 2/2 [==============================] - 0s 16ms/step >26, 164/693, d1=0.653, d2=0.632 g=1.089 2/2 [==============================] - 0s 17ms/step >26, 165/693, d1=0.595, d2=0.566 g=1.097 2/2 [==============================] - 0s 17ms/step >26, 166/693, d1=0.600, d2=0.607 g=1.167 2/2 [==============================] - 0s 17ms/step >26, 167/693, d1=0.590, d2=0.562 g=1.193 2/2 [==============================] - 0s 17ms/step >26, 168/693, d1=0.591, d2=0.533 g=1.128 2/2 [==============================] - 0s 17ms/step >26, 169/693, d1=0.549, d2=0.675 g=1.137 2/2 [==============================] - 0s 17ms/step >26, 170/693, d1=0.542, d2=0.581 g=1.098 2/2 [==============================] - 0s 18ms/step >26, 171/693, d1=0.699, d2=0.451 g=1.199 2/2 [==============================] - 0s 17ms/step >26, 172/693, d1=0.623, d2=0.584 g=1.050 2/2 [==============================] - 0s 17ms/step >26, 173/693, d1=0.624, d2=0.579 g=1.139 2/2 [==============================] - 0s 17ms/step >26, 174/693, d1=0.598, d2=0.613 g=0.989 2/2 [==============================] - 0s 17ms/step >26, 175/693, d1=0.506, d2=0.592 g=1.065 2/2 [==============================] - 0s 18ms/step >26, 176/693, d1=0.552, d2=0.588 g=1.092 2/2 [==============================] - 0s 18ms/step >26, 177/693, d1=0.686, d2=0.628 g=1.056 2/2 [==============================] - 0s 20ms/step >26, 178/693, d1=0.581, d2=0.603 g=0.967 2/2 [==============================] - 0s 21ms/step >26, 179/693, d1=0.637, d2=0.573 g=0.957 2/2 [==============================] - 0s 16ms/step >26, 180/693, d1=0.550, d2=0.647 g=1.013 2/2 [==============================] - 0s 21ms/step >26, 181/693, d1=0.534, d2=0.623 g=1.005 2/2 [==============================] - 0s 17ms/step >26, 182/693, d1=0.606, d2=0.603 g=1.029 2/2 [==============================] - 0s 20ms/step >26, 183/693, d1=0.595, d2=0.569 g=1.097 2/2 [==============================] - 0s 19ms/step >26, 184/693, d1=0.665, d2=0.639 g=1.035 2/2 [==============================] - 0s 19ms/step >26, 185/693, d1=0.643, d2=0.627 g=1.104 2/2 [==============================] - 0s 20ms/step >26, 186/693, d1=0.720, d2=0.587 g=1.013 2/2 [==============================] - 0s 16ms/step >26, 187/693, d1=0.597, d2=0.615 g=1.030 2/2 [==============================] - 0s 17ms/step >26, 188/693, d1=0.730, d2=0.644 g=1.094 2/2 [==============================] - 0s 17ms/step >26, 189/693, d1=0.536, d2=0.628 g=1.155 2/2 [==============================] - 0s 17ms/step >26, 190/693, d1=0.617, d2=0.559 g=1.062 2/2 [==============================] - 0s 17ms/step >26, 191/693, d1=0.594, d2=0.604 g=0.999 2/2 [==============================] - 0s 16ms/step >26, 192/693, d1=0.551, d2=0.549 g=0.912 2/2 [==============================] - 0s 18ms/step >26, 193/693, d1=0.554, d2=0.638 g=0.949 2/2 [==============================] - 0s 16ms/step >26, 194/693, d1=0.632, d2=0.699 g=1.015 2/2 [==============================] - 0s 15ms/step >26, 195/693, d1=0.606, d2=0.622 g=1.022 2/2 [==============================] - 0s 18ms/step >26, 196/693, d1=0.667, d2=0.659 g=1.015 2/2 [==============================] - 0s 16ms/step >26, 197/693, d1=0.561, d2=0.531 g=1.005 2/2 [==============================] - 0s 17ms/step >26, 198/693, d1=0.687, d2=0.632 g=1.000 2/2 [==============================] - 0s 17ms/step >26, 199/693, d1=0.515, d2=0.667 g=1.040 2/2 [==============================] - 0s 17ms/step >26, 200/693, d1=0.597, d2=0.656 g=1.077 2/2 [==============================] - 0s 16ms/step >26, 201/693, d1=0.549, d2=0.576 g=1.129 2/2 [==============================] - 0s 16ms/step >26, 202/693, d1=0.649, d2=0.505 g=1.022 2/2 [==============================] - 0s 16ms/step >26, 203/693, d1=0.721, d2=0.601 g=0.982 2/2 [==============================] - 0s 16ms/step >26, 204/693, d1=0.615, d2=0.562 g=1.029 2/2 [==============================] - 0s 17ms/step >26, 205/693, d1=0.604, d2=0.530 g=1.018 2/2 [==============================] - 0s 16ms/step >26, 206/693, d1=0.590, d2=0.608 g=1.046 2/2 [==============================] - 0s 17ms/step >26, 207/693, d1=0.553, d2=0.547 g=1.127 2/2 [==============================] - 0s 18ms/step >26, 208/693, d1=0.598, d2=0.580 g=1.043 2/2 [==============================] - 0s 19ms/step >26, 209/693, d1=0.608, d2=0.637 g=0.937 2/2 [==============================] - 0s 16ms/step >26, 210/693, d1=0.578, d2=0.641 g=1.021 2/2 [==============================] - 0s 17ms/step >26, 211/693, d1=0.579, d2=0.610 g=1.083 2/2 [==============================] - 0s 17ms/step >26, 212/693, d1=0.644, d2=0.594 g=1.050 2/2 [==============================] - 0s 17ms/step >26, 213/693, d1=0.562, d2=0.635 g=1.076 2/2 [==============================] - 0s 17ms/step >26, 214/693, d1=0.699, d2=0.668 g=1.016 2/2 [==============================] - 0s 18ms/step >26, 215/693, d1=0.623, d2=0.549 g=0.960 2/2 [==============================] - 0s 16ms/step >26, 216/693, d1=0.559, d2=0.551 g=0.963 2/2 [==============================] - 0s 17ms/step >26, 217/693, d1=0.574, d2=0.570 g=1.054 2/2 [==============================] - 0s 16ms/step >26, 218/693, d1=0.495, d2=0.644 g=1.125 2/2 [==============================] - 0s 17ms/step >26, 219/693, d1=0.645, d2=0.613 g=1.087 2/2 [==============================] - 0s 17ms/step >26, 220/693, d1=0.639, d2=0.490 g=1.051 2/2 [==============================] - 0s 16ms/step >26, 221/693, d1=0.675, d2=0.592 g=0.934 2/2 [==============================] - 0s 17ms/step >26, 222/693, d1=0.587, d2=0.585 g=1.042 2/2 [==============================] - 0s 17ms/step >26, 223/693, d1=0.575, d2=0.581 g=1.009 2/2 [==============================] - 0s 16ms/step >26, 224/693, d1=0.574, d2=0.648 g=0.986 2/2 [==============================] - 0s 18ms/step >26, 225/693, d1=0.544, d2=0.569 g=0.947 2/2 [==============================] - 0s 18ms/step >26, 226/693, d1=0.605, d2=0.599 g=1.038 2/2 [==============================] - 0s 17ms/step >26, 227/693, d1=0.648, d2=0.524 g=0.912 2/2 [==============================] - 0s 20ms/step >26, 228/693, d1=0.571, d2=0.601 g=0.947 2/2 [==============================] - 0s 17ms/step >26, 229/693, d1=0.696, d2=0.600 g=1.049 2/2 [==============================] - 0s 16ms/step >26, 230/693, d1=0.538, d2=0.593 g=1.004 2/2 [==============================] - 0s 17ms/step >26, 231/693, d1=0.591, d2=0.657 g=1.020 2/2 [==============================] - 0s 16ms/step >26, 232/693, d1=0.645, d2=0.630 g=1.018 2/2 [==============================] - 0s 18ms/step >26, 233/693, d1=0.578, d2=0.618 g=0.990 2/2 [==============================] - 0s 17ms/step >26, 234/693, d1=0.649, d2=0.575 g=1.043 2/2 [==============================] - 0s 16ms/step >26, 235/693, d1=0.527, d2=0.589 g=1.048 2/2 [==============================] - 0s 17ms/step >26, 236/693, d1=0.612, d2=0.627 g=1.015 2/2 [==============================] - 0s 17ms/step >26, 237/693, d1=0.541, d2=0.550 g=1.116 2/2 [==============================] - 0s 17ms/step >26, 238/693, d1=0.706, d2=0.542 g=1.079 2/2 [==============================] - 0s 16ms/step >26, 239/693, d1=0.616, d2=0.583 g=0.978 2/2 [==============================] - 0s 18ms/step >26, 240/693, d1=0.596, d2=0.622 g=1.127 2/2 [==============================] - 0s 17ms/step >26, 241/693, d1=0.570, d2=0.522 g=1.055 2/2 [==============================] - 0s 18ms/step >26, 242/693, d1=0.634, d2=0.676 g=1.040 2/2 [==============================] - 0s 17ms/step >26, 243/693, d1=0.569, d2=0.568 g=1.088 2/2 [==============================] - 0s 17ms/step >26, 244/693, d1=0.587, d2=0.509 g=1.139 2/2 [==============================] - 0s 16ms/step >26, 245/693, d1=0.567, d2=0.584 g=0.989 2/2 [==============================] - 0s 17ms/step >26, 246/693, d1=0.631, d2=0.560 g=1.085 2/2 [==============================] - 0s 18ms/step >26, 247/693, d1=0.630, d2=0.616 g=1.050 2/2 [==============================] - 0s 16ms/step >26, 248/693, d1=0.635, d2=0.666 g=0.997 2/2 [==============================] - 0s 17ms/step >26, 249/693, d1=0.638, d2=0.625 g=1.010 2/2 [==============================] - 0s 16ms/step >26, 250/693, d1=0.620, d2=0.621 g=1.020 2/2 [==============================] - 0s 17ms/step >26, 251/693, d1=0.549, d2=0.557 g=1.008 2/2 [==============================] - 0s 16ms/step >26, 252/693, d1=0.554, d2=0.557 g=1.019 2/2 [==============================] - 0s 16ms/step >26, 253/693, d1=0.713, d2=0.647 g=1.084 2/2 [==============================] - 0s 19ms/step >26, 254/693, d1=0.618, d2=0.605 g=1.028 2/2 [==============================] - 0s 17ms/step >26, 255/693, d1=0.664, d2=0.616 g=1.046 2/2 [==============================] - 0s 16ms/step >26, 256/693, d1=0.610, d2=0.586 g=1.006 2/2 [==============================] - 0s 15ms/step >26, 257/693, d1=0.536, d2=0.663 g=1.116 2/2 [==============================] - 0s 19ms/step >26, 258/693, d1=0.623, d2=0.636 g=1.094 2/2 [==============================] - 0s 17ms/step >26, 259/693, d1=0.578, d2=0.587 g=1.112 2/2 [==============================] - 0s 17ms/step >26, 260/693, d1=0.669, d2=0.549 g=1.039 2/2 [==============================] - 0s 16ms/step >26, 261/693, d1=0.616, d2=0.632 g=1.093 2/2 [==============================] - 0s 17ms/step >26, 262/693, d1=0.621, d2=0.618 g=1.061 2/2 [==============================] - 0s 18ms/step >26, 263/693, d1=0.622, d2=0.644 g=1.113 2/2 [==============================] - 0s 16ms/step >26, 264/693, d1=0.583, d2=0.623 g=1.078 2/2 [==============================] - 0s 19ms/step >26, 265/693, d1=0.604, d2=0.548 g=1.070 2/2 [==============================] - 0s 18ms/step >26, 266/693, d1=0.726, d2=0.659 g=1.047 2/2 [==============================] - 0s 16ms/step >26, 267/693, d1=0.637, d2=0.597 g=1.122 2/2 [==============================] - 0s 18ms/step >26, 268/693, d1=0.605, d2=0.591 g=0.964 2/2 [==============================] - 0s 16ms/step >26, 269/693, d1=0.567, d2=0.635 g=1.083 2/2 [==============================] - 0s 17ms/step >26, 270/693, d1=0.638, d2=0.532 g=1.076 2/2 [==============================] - 0s 17ms/step >26, 271/693, d1=0.583, d2=0.532 g=1.179 2/2 [==============================] - 0s 18ms/step >26, 272/693, d1=0.625, d2=0.493 g=1.082 2/2 [==============================] - 0s 16ms/step >26, 273/693, d1=0.666, d2=0.578 g=0.975 2/2 [==============================] - 0s 18ms/step >26, 274/693, d1=0.488, d2=0.671 g=1.086 2/2 [==============================] - 0s 17ms/step >26, 275/693, d1=0.480, d2=0.593 g=1.071 2/2 [==============================] - 0s 18ms/step >26, 276/693, d1=0.599, d2=0.643 g=1.039 2/2 [==============================] - 0s 17ms/step >26, 277/693, d1=0.601, d2=0.484 g=1.181 2/2 [==============================] - 0s 20ms/step >26, 278/693, d1=0.685, d2=0.552 g=1.105 2/2 [==============================] - 0s 20ms/step >26, 279/693, d1=0.552, d2=0.610 g=1.036 2/2 [==============================] - 0s 18ms/step >26, 280/693, d1=0.576, d2=0.607 g=0.986 2/2 [==============================] - 0s 19ms/step >26, 281/693, d1=0.605, d2=0.705 g=1.090 2/2 [==============================] - 0s 20ms/step >26, 282/693, d1=0.597, d2=0.602 g=1.098 2/2 [==============================] - 0s 19ms/step >26, 283/693, d1=0.656, d2=0.523 g=0.979 2/2 [==============================] - 0s 19ms/step >26, 284/693, d1=0.540, d2=0.632 g=1.088 2/2 [==============================] - 0s 20ms/step >26, 285/693, d1=0.597, d2=0.681 g=1.002 2/2 [==============================] - 0s 20ms/step >26, 286/693, d1=0.572, d2=0.491 g=1.087 2/2 [==============================] - 0s 19ms/step >26, 287/693, d1=0.660, d2=0.664 g=0.996 2/2 [==============================] - 0s 19ms/step >26, 288/693, d1=0.621, d2=0.568 g=1.033 2/2 [==============================] - 0s 19ms/step >26, 289/693, d1=0.627, d2=0.543 g=1.005 2/2 [==============================] - 0s 18ms/step >26, 290/693, d1=0.518, d2=0.619 g=0.966 2/2 [==============================] - 0s 17ms/step >26, 291/693, d1=0.638, d2=0.632 g=1.034 2/2 [==============================] - 0s 20ms/step >26, 292/693, d1=0.564, d2=0.619 g=1.057 2/2 [==============================] - 0s 21ms/step >26, 293/693, d1=0.629, d2=0.596 g=1.209 2/2 [==============================] - 0s 20ms/step >26, 294/693, d1=0.666, d2=0.575 g=1.074 2/2 [==============================] - 0s 20ms/step >26, 295/693, d1=0.632, d2=0.587 g=1.114 2/2 [==============================] - 0s 20ms/step >26, 296/693, d1=0.633, d2=0.551 g=1.052 2/2 [==============================] - 0s 19ms/step >26, 297/693, d1=0.673, d2=0.585 g=1.096 2/2 [==============================] - 0s 19ms/step >26, 298/693, d1=0.631, d2=0.581 g=0.974 2/2 [==============================] - 0s 20ms/step >26, 299/693, d1=0.609, d2=0.657 g=1.029 2/2 [==============================] - 0s 19ms/step >26, 300/693, d1=0.614, d2=0.626 g=1.047 2/2 [==============================] - 0s 19ms/step >26, 301/693, d1=0.557, d2=0.566 g=1.156 2/2 [==============================] - 0s 19ms/step >26, 302/693, d1=0.627, d2=0.631 g=1.064 2/2 [==============================] - 0s 20ms/step >26, 303/693, d1=0.557, d2=0.570 g=1.062 2/2 [==============================] - 0s 18ms/step >26, 304/693, d1=0.611, d2=0.618 g=0.997 2/2 [==============================] - 0s 20ms/step >26, 305/693, d1=0.594, d2=0.547 g=1.078 2/2 [==============================] - 0s 19ms/step >26, 306/693, d1=0.557, d2=0.604 g=1.067 2/2 [==============================] - 0s 19ms/step >26, 307/693, d1=0.639, d2=0.666 g=1.006 2/2 [==============================] - 0s 20ms/step >26, 308/693, d1=0.634, d2=0.555 g=1.029 2/2 [==============================] - 0s 20ms/step >26, 309/693, d1=0.553, d2=0.701 g=1.006 2/2 [==============================] - 0s 19ms/step >26, 310/693, d1=0.559, d2=0.551 g=1.059 2/2 [==============================] - 0s 18ms/step >26, 311/693, d1=0.630, d2=0.537 g=1.155 2/2 [==============================] - 0s 19ms/step >26, 312/693, d1=0.671, d2=0.524 g=1.107 2/2 [==============================] - 0s 20ms/step >26, 313/693, d1=0.590, d2=0.586 g=1.085 2/2 [==============================] - 0s 20ms/step >26, 314/693, d1=0.578, d2=0.550 g=1.062 2/2 [==============================] - 0s 19ms/step >26, 315/693, d1=0.636, d2=0.555 g=1.037 2/2 [==============================] - 0s 19ms/step >26, 316/693, d1=0.591, d2=0.598 g=0.945 2/2 [==============================] - 0s 21ms/step >26, 317/693, d1=0.614, d2=0.619 g=1.043 2/2 [==============================] - 0s 20ms/step >26, 318/693, d1=0.584, d2=0.552 g=1.064 2/2 [==============================] - 0s 19ms/step >26, 319/693, d1=0.509, d2=0.541 g=1.086 2/2 [==============================] - 0s 19ms/step >26, 320/693, d1=0.556, d2=0.588 g=1.019 2/2 [==============================] - 0s 21ms/step >26, 321/693, d1=0.534, d2=0.576 g=1.119 2/2 [==============================] - 0s 20ms/step >26, 322/693, d1=0.651, d2=0.606 g=1.188 2/2 [==============================] - 0s 17ms/step >26, 323/693, d1=0.631, d2=0.544 g=1.042 2/2 [==============================] - 0s 17ms/step >26, 324/693, d1=0.550, d2=0.692 g=1.107 2/2 [==============================] - 0s 19ms/step >26, 325/693, d1=0.614, d2=0.499 g=1.044 2/2 [==============================] - 0s 17ms/step >26, 326/693, d1=0.596, d2=0.636 g=1.012 2/2 [==============================] - 0s 17ms/step >26, 327/693, d1=0.621, d2=0.600 g=0.973 2/2 [==============================] - 0s 18ms/step >26, 328/693, d1=0.634, d2=0.706 g=1.128 2/2 [==============================] - 0s 17ms/step >26, 329/693, d1=0.625, d2=0.544 g=1.063 2/2 [==============================] - 0s 18ms/step >26, 330/693, d1=0.645, d2=0.589 g=1.036 2/2 [==============================] - 0s 18ms/step >26, 331/693, d1=0.648, d2=0.639 g=1.031 2/2 [==============================] - 0s 17ms/step >26, 332/693, d1=0.540, d2=0.636 g=0.980 2/2 [==============================] - 0s 18ms/step >26, 333/693, d1=0.530, d2=0.562 g=1.047 2/2 [==============================] - 0s 19ms/step >26, 334/693, d1=0.648, d2=0.564 g=1.066 2/2 [==============================] - 0s 19ms/step >26, 335/693, d1=0.600, d2=0.711 g=1.087 2/2 [==============================] - 0s 17ms/step >26, 336/693, d1=0.559, d2=0.536 g=1.050 2/2 [==============================] - 0s 18ms/step >26, 337/693, d1=0.649, d2=0.609 g=1.105 2/2 [==============================] - 0s 18ms/step >26, 338/693, d1=0.514, d2=0.642 g=1.087 2/2 [==============================] - 0s 19ms/step >26, 339/693, d1=0.662, d2=0.577 g=1.057 2/2 [==============================] - 0s 18ms/step >26, 340/693, d1=0.640, d2=0.585 g=1.063 2/2 [==============================] - 0s 18ms/step >26, 341/693, d1=0.617, d2=0.601 g=1.036 2/2 [==============================] - 0s 17ms/step >26, 342/693, d1=0.575, d2=0.589 g=1.008 2/2 [==============================] - 0s 19ms/step >26, 343/693, d1=0.598, d2=0.630 g=1.001 2/2 [==============================] - 0s 20ms/step >26, 344/693, d1=0.574, d2=0.529 g=1.072 2/2 [==============================] - 0s 18ms/step >26, 345/693, d1=0.589, d2=0.653 g=1.116 2/2 [==============================] - 0s 20ms/step >26, 346/693, d1=0.747, d2=0.591 g=1.076 2/2 [==============================] - 0s 18ms/step >26, 347/693, d1=0.654, d2=0.514 g=1.068 2/2 [==============================] - 0s 17ms/step >26, 348/693, d1=0.602, d2=0.732 g=1.102 2/2 [==============================] - 0s 16ms/step >26, 349/693, d1=0.611, d2=0.615 g=1.065 2/2 [==============================] - 0s 17ms/step >26, 350/693, d1=0.570, d2=0.526 g=1.155 2/2 [==============================] - 0s 18ms/step >26, 351/693, d1=0.512, d2=0.605 g=1.088 2/2 [==============================] - 0s 17ms/step >26, 352/693, d1=0.583, d2=0.594 g=1.099 2/2 [==============================] - 0s 18ms/step >26, 353/693, d1=0.601, d2=0.631 g=1.093 2/2 [==============================] - 0s 17ms/step >26, 354/693, d1=0.539, d2=0.610 g=1.071 2/2 [==============================] - 0s 17ms/step >26, 355/693, d1=0.665, d2=0.553 g=1.079 2/2 [==============================] - 0s 17ms/step >26, 356/693, d1=0.632, d2=0.611 g=1.098 2/2 [==============================] - 0s 18ms/step >26, 357/693, d1=0.623, d2=0.618 g=1.049 2/2 [==============================] - 0s 17ms/step >26, 358/693, d1=0.766, d2=0.551 g=1.115 2/2 [==============================] - 0s 17ms/step >26, 359/693, d1=0.598, d2=0.650 g=1.106 2/2 [==============================] - 0s 16ms/step >26, 360/693, d1=0.532, d2=0.543 g=1.027 2/2 [==============================] - 0s 18ms/step >26, 361/693, d1=0.614, d2=0.527 g=1.111 2/2 [==============================] - 0s 16ms/step >26, 362/693, d1=0.539, d2=0.609 g=1.022 2/2 [==============================] - 0s 18ms/step >26, 363/693, d1=0.638, d2=0.578 g=1.082 2/2 [==============================] - 0s 15ms/step >26, 364/693, d1=0.692, d2=0.597 g=1.117 2/2 [==============================] - 0s 17ms/step >26, 365/693, d1=0.687, d2=0.627 g=0.931 2/2 [==============================] - 0s 17ms/step >26, 366/693, d1=0.582, d2=0.614 g=1.089 2/2 [==============================] - 0s 18ms/step >26, 367/693, d1=0.613, d2=0.674 g=1.038 2/2 [==============================] - 0s 17ms/step >26, 368/693, d1=0.612, d2=0.606 g=1.051 2/2 [==============================] - 0s 16ms/step >26, 369/693, d1=0.585, d2=0.548 g=1.110 2/2 [==============================] - 0s 17ms/step >26, 370/693, d1=0.609, d2=0.653 g=1.015 2/2 [==============================] - 0s 17ms/step >26, 371/693, d1=0.575, d2=0.565 g=1.113 2/2 [==============================] - 0s 17ms/step >26, 372/693, d1=0.594, d2=0.517 g=1.076 2/2 [==============================] - 0s 18ms/step >26, 373/693, d1=0.552, d2=0.590 g=1.097 2/2 [==============================] - 0s 16ms/step >26, 374/693, d1=0.611, d2=0.679 g=1.070 2/2 [==============================] - 0s 17ms/step >26, 375/693, d1=0.652, d2=0.649 g=1.100 2/2 [==============================] - 0s 17ms/step >26, 376/693, d1=0.626, d2=0.592 g=1.107 2/2 [==============================] - 0s 17ms/step >26, 377/693, d1=0.657, d2=0.609 g=1.030 2/2 [==============================] - 0s 17ms/step >26, 378/693, d1=0.602, d2=0.565 g=1.054 2/2 [==============================] - 0s 19ms/step >26, 379/693, d1=0.662, d2=0.588 g=0.952 2/2 [==============================] - 0s 16ms/step >26, 380/693, d1=0.628, d2=0.601 g=1.005 2/2 [==============================] - 0s 19ms/step >26, 381/693, d1=0.552, d2=0.582 g=1.003 2/2 [==============================] - 0s 17ms/step >26, 382/693, d1=0.510, d2=0.654 g=1.143 2/2 [==============================] - 0s 19ms/step >26, 383/693, d1=0.586, d2=0.614 g=1.106 2/2 [==============================] - 0s 16ms/step >26, 384/693, d1=0.672, d2=0.573 g=1.125 2/2 [==============================] - 0s 18ms/step >26, 385/693, d1=0.604, d2=0.689 g=1.092 2/2 [==============================] - 0s 16ms/step >26, 386/693, d1=0.745, d2=0.576 g=1.035 2/2 [==============================] - 0s 17ms/step >26, 387/693, d1=0.569, d2=0.622 g=1.028 2/2 [==============================] - 0s 16ms/step >26, 388/693, d1=0.558, d2=0.629 g=1.083 2/2 [==============================] - 0s 16ms/step >26, 389/693, d1=0.552, d2=0.547 g=1.077 2/2 [==============================] - 0s 17ms/step >26, 390/693, d1=0.608, d2=0.609 g=1.029 2/2 [==============================] - 0s 18ms/step >26, 391/693, d1=0.631, d2=0.570 g=0.929 2/2 [==============================] - 0s 17ms/step >26, 392/693, d1=0.567, d2=0.556 g=1.018 2/2 [==============================] - 0s 17ms/step >26, 393/693, d1=0.571, d2=0.623 g=0.990 2/2 [==============================] - 0s 18ms/step >26, 394/693, d1=0.580, d2=0.606 g=1.020 2/2 [==============================] - 0s 17ms/step >26, 395/693, d1=0.591, d2=0.689 g=0.977 2/2 [==============================] - 0s 19ms/step >26, 396/693, d1=0.657, d2=0.635 g=0.972 2/2 [==============================] - 0s 17ms/step >26, 397/693, d1=0.593, d2=0.590 g=1.071 2/2 [==============================] - 0s 17ms/step >26, 398/693, d1=0.618, d2=0.534 g=1.073 2/2 [==============================] - 0s 17ms/step >26, 399/693, d1=0.644, d2=0.600 g=0.944 2/2 [==============================] - 0s 17ms/step >26, 400/693, d1=0.580, d2=0.651 g=1.218 2/2 [==============================] - 0s 17ms/step >26, 401/693, d1=0.562, d2=0.621 g=1.077 2/2 [==============================] - 0s 17ms/step >26, 402/693, d1=0.659, d2=0.514 g=1.105 2/2 [==============================] - 0s 16ms/step >26, 403/693, d1=0.618, d2=0.540 g=1.022 2/2 [==============================] - 0s 16ms/step >26, 404/693, d1=0.556, d2=0.670 g=0.938 2/2 [==============================] - 0s 16ms/step >26, 405/693, d1=0.604, d2=0.567 g=1.078 2/2 [==============================] - 0s 17ms/step >26, 406/693, d1=0.581, d2=0.530 g=0.970 2/2 [==============================] - 0s 17ms/step >26, 407/693, d1=0.567, d2=0.579 g=1.052 2/2 [==============================] - 0s 16ms/step >26, 408/693, d1=0.703, d2=0.670 g=0.969 2/2 [==============================] - 0s 17ms/step >26, 409/693, d1=0.595, d2=0.636 g=1.012 2/2 [==============================] - 0s 16ms/step >26, 410/693, d1=0.553, d2=0.618 g=1.036 2/2 [==============================] - 0s 18ms/step >26, 411/693, d1=0.600, d2=0.594 g=0.965 2/2 [==============================] - 0s 18ms/step >26, 412/693, d1=0.597, d2=0.625 g=1.059 2/2 [==============================] - 0s 18ms/step >26, 413/693, d1=0.610, d2=0.573 g=1.041 2/2 [==============================] - 0s 17ms/step >26, 414/693, d1=0.618, d2=0.621 g=1.094 2/2 [==============================] - 0s 18ms/step >26, 415/693, d1=0.588, d2=0.620 g=1.088 2/2 [==============================] - 0s 19ms/step >26, 416/693, d1=0.488, d2=0.566 g=1.134 2/2 [==============================] - 0s 17ms/step >26, 417/693, d1=0.610, d2=0.712 g=1.050 2/2 [==============================] - 0s 16ms/step >26, 418/693, d1=0.616, d2=0.522 g=1.125 2/2 [==============================] - 0s 17ms/step >26, 419/693, d1=0.621, d2=0.602 g=1.101 2/2 [==============================] - 0s 17ms/step >26, 420/693, d1=0.595, d2=0.627 g=1.048 2/2 [==============================] - 0s 16ms/step >26, 421/693, d1=0.587, d2=0.555 g=0.986 2/2 [==============================] - 0s 17ms/step >26, 422/693, d1=0.494, d2=0.603 g=1.193 2/2 [==============================] - 0s 18ms/step >26, 423/693, d1=0.597, d2=0.614 g=1.082 2/2 [==============================] - 0s 18ms/step >26, 424/693, d1=0.603, d2=0.554 g=1.005 2/2 [==============================] - 0s 18ms/step >26, 425/693, d1=0.640, d2=0.639 g=1.055 2/2 [==============================] - 0s 17ms/step >26, 426/693, d1=0.567, d2=0.584 g=1.027 2/2 [==============================] - 0s 18ms/step >26, 427/693, d1=0.540, d2=0.566 g=1.064 2/2 [==============================] - 0s 18ms/step >26, 428/693, d1=0.643, d2=0.531 g=1.058 2/2 [==============================] - 0s 16ms/step >26, 429/693, d1=0.554, d2=0.559 g=1.131 2/2 [==============================] - 0s 18ms/step >26, 430/693, d1=0.594, d2=0.553 g=1.146 2/2 [==============================] - 0s 17ms/step >26, 431/693, d1=0.585, d2=0.562 g=0.954 2/2 [==============================] - 0s 18ms/step >26, 432/693, d1=0.567, d2=0.580 g=1.178 2/2 [==============================] - 0s 17ms/step >26, 433/693, d1=0.573, d2=0.481 g=1.197 2/2 [==============================] - 0s 18ms/step >26, 434/693, d1=0.578, d2=0.557 g=1.198 2/2 [==============================] - 0s 17ms/step >26, 435/693, d1=0.609, d2=0.492 g=1.138 2/2 [==============================] - 0s 17ms/step >26, 436/693, d1=0.591, d2=0.621 g=1.084 2/2 [==============================] - 0s 18ms/step >26, 437/693, d1=0.656, d2=0.568 g=1.216 2/2 [==============================] - 0s 18ms/step >26, 438/693, d1=0.598, d2=0.541 g=1.133 2/2 [==============================] - 0s 17ms/step >26, 439/693, d1=0.534, d2=0.665 g=1.060 2/2 [==============================] - 0s 17ms/step >26, 440/693, d1=0.637, d2=0.605 g=1.146 2/2 [==============================] - 0s 19ms/step >26, 441/693, d1=0.597, d2=0.576 g=1.226 2/2 [==============================] - 0s 17ms/step >26, 442/693, d1=0.609, d2=0.458 g=1.377 2/2 [==============================] - 0s 19ms/step >26, 443/693, d1=0.664, d2=0.623 g=1.107 2/2 [==============================] - 0s 17ms/step >26, 444/693, d1=0.587, d2=0.558 g=1.138 2/2 [==============================] - 0s 18ms/step >26, 445/693, d1=0.521, d2=0.690 g=1.088 2/2 [==============================] - 0s 17ms/step >26, 446/693, d1=0.632, d2=0.566 g=1.249 2/2 [==============================] - 0s 19ms/step >26, 447/693, d1=0.602, d2=0.542 g=1.066 2/2 [==============================] - 0s 17ms/step >26, 448/693, d1=0.536, d2=0.597 g=1.042 2/2 [==============================] - 0s 17ms/step >26, 449/693, d1=0.626, d2=0.612 g=0.985 2/2 [==============================] - 0s 16ms/step >26, 450/693, d1=0.651, d2=0.608 g=1.006 2/2 [==============================] - 0s 17ms/step >26, 451/693, d1=0.579, d2=0.634 g=1.033 2/2 [==============================] - 0s 17ms/step >26, 452/693, d1=0.614, d2=0.641 g=1.029 2/2 [==============================] - 0s 18ms/step >26, 453/693, d1=0.523, d2=0.636 g=1.094 2/2 [==============================] - 0s 17ms/step >26, 454/693, d1=0.690, d2=0.674 g=1.133 2/2 [==============================] - 0s 16ms/step >26, 455/693, d1=0.580, d2=0.543 g=1.036 2/2 [==============================] - 0s 17ms/step >26, 456/693, d1=0.618, d2=0.585 g=1.022 2/2 [==============================] - 0s 20ms/step >26, 457/693, d1=0.585, d2=0.716 g=1.017 2/2 [==============================] - 0s 19ms/step >26, 458/693, d1=0.599, d2=0.633 g=1.057 2/2 [==============================] - 0s 21ms/step >26, 459/693, d1=0.673, d2=0.642 g=0.997 2/2 [==============================] - 0s 17ms/step >26, 460/693, d1=0.594, d2=0.616 g=1.101 2/2 [==============================] - 0s 18ms/step >26, 461/693, d1=0.589, d2=0.586 g=1.080 2/2 [==============================] - 0s 21ms/step >26, 462/693, d1=0.674, d2=0.521 g=1.080 2/2 [==============================] - 0s 18ms/step >26, 463/693, d1=0.635, d2=0.599 g=1.052 2/2 [==============================] - 0s 20ms/step >26, 464/693, d1=0.597, d2=0.667 g=1.006 2/2 [==============================] - 0s 18ms/step >26, 465/693, d1=0.576, d2=0.571 g=1.015 2/2 [==============================] - 0s 19ms/step >26, 466/693, d1=0.591, d2=0.634 g=1.027 2/2 [==============================] - 0s 17ms/step >26, 467/693, d1=0.614, d2=0.640 g=1.053 2/2 [==============================] - 0s 20ms/step >26, 468/693, d1=0.682, d2=0.544 g=1.055 2/2 [==============================] - 0s 17ms/step >26, 469/693, d1=0.582, d2=0.609 g=1.065 2/2 [==============================] - 0s 17ms/step >26, 470/693, d1=0.593, d2=0.664 g=1.104 2/2 [==============================] - 0s 18ms/step >26, 471/693, d1=0.647, d2=0.667 g=0.972 2/2 [==============================] - 0s 17ms/step >26, 472/693, d1=0.619, d2=0.648 g=1.077 2/2 [==============================] - 0s 17ms/step >26, 473/693, d1=0.622, d2=0.583 g=1.051 2/2 [==============================] - 0s 17ms/step >26, 474/693, d1=0.634, d2=0.506 g=1.079 2/2 [==============================] - 0s 16ms/step >26, 475/693, d1=0.555, d2=0.660 g=1.056 2/2 [==============================] - 0s 17ms/step >26, 476/693, d1=0.716, d2=0.483 g=1.003 2/2 [==============================] - 0s 18ms/step >26, 477/693, d1=0.552, d2=0.593 g=1.006 2/2 [==============================] - 0s 17ms/step >26, 478/693, d1=0.592, d2=0.629 g=1.071 2/2 [==============================] - 0s 18ms/step >26, 479/693, d1=0.555, d2=0.604 g=1.198 2/2 [==============================] - 0s 17ms/step >26, 480/693, d1=0.666, d2=0.532 g=1.185 2/2 [==============================] - 0s 18ms/step >26, 481/693, d1=0.712, d2=0.615 g=1.065 2/2 [==============================] - 0s 17ms/step >26, 482/693, d1=0.544, d2=0.587 g=1.104 2/2 [==============================] - 0s 18ms/step >26, 483/693, d1=0.668, d2=0.518 g=1.056 2/2 [==============================] - 0s 17ms/step >26, 484/693, d1=0.515, d2=0.608 g=1.130 2/2 [==============================] - 0s 17ms/step >26, 485/693, d1=0.523, d2=0.601 g=1.089 2/2 [==============================] - 0s 17ms/step >26, 486/693, d1=0.580, d2=0.559 g=1.095 2/2 [==============================] - 0s 17ms/step >26, 487/693, d1=0.578, d2=0.578 g=1.050 2/2 [==============================] - 0s 17ms/step >26, 488/693, d1=0.542, d2=0.685 g=1.066 2/2 [==============================] - 0s 17ms/step >26, 489/693, d1=0.644, d2=0.504 g=1.038 2/2 [==============================] - 0s 18ms/step >26, 490/693, d1=0.528, d2=0.584 g=1.062 2/2 [==============================] - 0s 18ms/step >26, 491/693, d1=0.604, d2=0.634 g=1.055 2/2 [==============================] - 0s 17ms/step >26, 492/693, d1=0.592, d2=0.521 g=1.088 2/2 [==============================] - 0s 18ms/step >26, 493/693, d1=0.584, d2=0.577 g=1.055 2/2 [==============================] - 0s 16ms/step >26, 494/693, d1=0.609, d2=0.595 g=1.108 2/2 [==============================] - 0s 18ms/step >26, 495/693, d1=0.539, d2=0.655 g=1.088 2/2 [==============================] - 0s 17ms/step >26, 496/693, d1=0.572, d2=0.547 g=1.076 2/2 [==============================] - 0s 18ms/step >26, 497/693, d1=0.641, d2=0.522 g=1.078 2/2 [==============================] - 0s 18ms/step >26, 498/693, d1=0.666, d2=0.622 g=0.996 2/2 [==============================] - 0s 18ms/step >26, 499/693, d1=0.626, d2=0.616 g=1.025 2/2 [==============================] - 0s 17ms/step >26, 500/693, d1=0.613, d2=0.567 g=0.954 2/2 [==============================] - 0s 16ms/step >26, 501/693, d1=0.594, d2=0.664 g=0.981 2/2 [==============================] - 0s 17ms/step >26, 502/693, d1=0.647, d2=0.643 g=1.015 2/2 [==============================] - 0s 18ms/step >26, 503/693, d1=0.650, d2=0.624 g=0.998 2/2 [==============================] - 0s 17ms/step >26, 504/693, d1=0.621, d2=0.658 g=0.975 2/2 [==============================] - 0s 18ms/step >26, 505/693, d1=0.591, d2=0.539 g=1.121 2/2 [==============================] - 0s 17ms/step >26, 506/693, d1=0.649, d2=0.608 g=1.037 2/2 [==============================] - 0s 18ms/step >26, 507/693, d1=0.608, d2=0.633 g=1.055 2/2 [==============================] - 0s 17ms/step >26, 508/693, d1=0.558, d2=0.609 g=1.004 2/2 [==============================] - 0s 16ms/step >26, 509/693, d1=0.600, d2=0.556 g=1.051 2/2 [==============================] - 0s 16ms/step >26, 510/693, d1=0.599, d2=0.682 g=1.060 2/2 [==============================] - 0s 17ms/step >26, 511/693, d1=0.632, d2=0.533 g=1.046 2/2 [==============================] - 0s 17ms/step >26, 512/693, d1=0.645, d2=0.582 g=1.084 2/2 [==============================] - 0s 17ms/step >26, 513/693, d1=0.636, d2=0.586 g=1.107 2/2 [==============================] - 0s 17ms/step >26, 514/693, d1=0.554, d2=0.620 g=1.081 2/2 [==============================] - 0s 16ms/step >26, 515/693, d1=0.586, d2=0.628 g=1.120 2/2 [==============================] - 0s 16ms/step >26, 516/693, d1=0.624, d2=0.569 g=1.004 2/2 [==============================] - 0s 16ms/step >26, 517/693, d1=0.628, d2=0.495 g=1.090 2/2 [==============================] - 0s 16ms/step >26, 518/693, d1=0.645, d2=0.608 g=1.022 2/2 [==============================] - 0s 16ms/step >26, 519/693, d1=0.595, d2=0.585 g=1.100 2/2 [==============================] - 0s 16ms/step >26, 520/693, d1=0.624, d2=0.627 g=1.083 2/2 [==============================] - 0s 16ms/step >26, 521/693, d1=0.526, d2=0.570 g=1.027 2/2 [==============================] - 0s 16ms/step >26, 522/693, d1=0.556, d2=0.577 g=1.059 2/2 [==============================] - 0s 18ms/step >26, 523/693, d1=0.595, d2=0.486 g=1.095 2/2 [==============================] - 0s 17ms/step >26, 524/693, d1=0.584, d2=0.549 g=1.111 2/2 [==============================] - 0s 17ms/step >26, 525/693, d1=0.568, d2=0.521 g=1.027 2/2 [==============================] - 0s 17ms/step >26, 526/693, d1=0.561, d2=0.561 g=1.103 2/2 [==============================] - 0s 17ms/step >26, 527/693, d1=0.587, d2=0.591 g=1.077 2/2 [==============================] - 0s 17ms/step >26, 528/693, d1=0.628, d2=0.582 g=1.028 2/2 [==============================] - 0s 18ms/step >26, 529/693, d1=0.615, d2=0.638 g=1.039 2/2 [==============================] - 0s 17ms/step >26, 530/693, d1=0.543, d2=0.690 g=0.988 2/2 [==============================] - 0s 17ms/step >26, 531/693, d1=0.515, d2=0.639 g=1.115 2/2 [==============================] - 0s 16ms/step >26, 532/693, d1=0.609, d2=0.570 g=1.054 2/2 [==============================] - 0s 17ms/step >26, 533/693, d1=0.602, d2=0.630 g=1.138 2/2 [==============================] - 0s 17ms/step >26, 534/693, d1=0.597, d2=0.569 g=1.074 2/2 [==============================] - 0s 17ms/step >26, 535/693, d1=0.663, d2=0.509 g=0.977 2/2 [==============================] - 0s 16ms/step >26, 536/693, d1=0.608, d2=0.684 g=1.062 2/2 [==============================] - 0s 16ms/step >26, 537/693, d1=0.684, d2=0.713 g=1.066 2/2 [==============================] - 0s 17ms/step >26, 538/693, d1=0.565, d2=0.586 g=1.128 2/2 [==============================] - 0s 18ms/step >26, 539/693, d1=0.660, d2=0.563 g=1.146 2/2 [==============================] - 0s 18ms/step >26, 540/693, d1=0.735, d2=0.517 g=1.080 2/2 [==============================] - 0s 18ms/step >26, 541/693, d1=0.580, d2=0.612 g=1.003 2/2 [==============================] - 0s 17ms/step >26, 542/693, d1=0.576, d2=0.650 g=0.959 2/2 [==============================] - 0s 18ms/step >26, 543/693, d1=0.650, d2=0.624 g=0.961 2/2 [==============================] - 0s 17ms/step >26, 544/693, d1=0.498, d2=0.619 g=1.053 2/2 [==============================] - 0s 18ms/step >26, 545/693, d1=0.621, d2=0.678 g=1.063 2/2 [==============================] - 0s 20ms/step >26, 546/693, d1=0.656, d2=0.600 g=1.026 2/2 [==============================] - 0s 19ms/step >26, 547/693, d1=0.586, d2=0.623 g=1.055 2/2 [==============================] - 0s 17ms/step >26, 548/693, d1=0.596, d2=0.541 g=1.133 2/2 [==============================] - 0s 19ms/step >26, 549/693, d1=0.622, d2=0.612 g=1.129 2/2 [==============================] - 0s 17ms/step >26, 550/693, d1=0.616, d2=0.636 g=1.122 2/2 [==============================] - 0s 18ms/step >26, 551/693, d1=0.567, d2=0.536 g=1.189 2/2 [==============================] - 0s 19ms/step >26, 552/693, d1=0.575, d2=0.577 g=1.102 2/2 [==============================] - 0s 18ms/step >26, 553/693, d1=0.652, d2=0.571 g=1.113 2/2 [==============================] - 0s 17ms/step >26, 554/693, d1=0.637, d2=0.503 g=1.154 2/2 [==============================] - 0s 20ms/step >26, 555/693, d1=0.594, d2=0.584 g=1.013 2/2 [==============================] - 0s 20ms/step >26, 556/693, d1=0.531, d2=0.573 g=1.022 2/2 [==============================] - 0s 19ms/step >26, 557/693, d1=0.613, d2=0.653 g=1.034 2/2 [==============================] - 0s 17ms/step >26, 558/693, d1=0.527, d2=0.645 g=1.100 2/2 [==============================] - 0s 16ms/step >26, 559/693, d1=0.701, d2=0.631 g=1.049 2/2 [==============================] - 0s 17ms/step >26, 560/693, d1=0.589, d2=0.673 g=1.018 2/2 [==============================] - 0s 18ms/step >26, 561/693, d1=0.525, d2=0.560 g=1.100 2/2 [==============================] - 0s 17ms/step >26, 562/693, d1=0.617, d2=0.567 g=1.092 2/2 [==============================] - 0s 17ms/step >26, 563/693, d1=0.611, d2=0.573 g=1.122 2/2 [==============================] - 0s 18ms/step >26, 564/693, d1=0.569, d2=0.672 g=1.014 2/2 [==============================] - 0s 17ms/step >26, 565/693, d1=0.680, d2=0.610 g=1.017 2/2 [==============================] - 0s 16ms/step >26, 566/693, d1=0.582, d2=0.559 g=1.049 2/2 [==============================] - 0s 18ms/step >26, 567/693, d1=0.557, d2=0.671 g=1.082 2/2 [==============================] - 0s 19ms/step >26, 568/693, d1=0.665, d2=0.624 g=0.975 2/2 [==============================] - 0s 17ms/step >26, 569/693, d1=0.567, d2=0.651 g=1.034 2/2 [==============================] - 0s 17ms/step >26, 570/693, d1=0.612, d2=0.670 g=1.122 2/2 [==============================] - 0s 17ms/step >26, 571/693, d1=0.623, d2=0.547 g=1.075 2/2 [==============================] - 0s 17ms/step >26, 572/693, d1=0.618, d2=0.540 g=1.108 2/2 [==============================] - 0s 18ms/step >26, 573/693, d1=0.668, d2=0.622 g=1.026 2/2 [==============================] - 0s 17ms/step >26, 574/693, d1=0.625, d2=0.666 g=0.932 2/2 [==============================] - 0s 18ms/step >26, 575/693, d1=0.629, d2=0.594 g=0.918 2/2 [==============================] - 0s 16ms/step >26, 576/693, d1=0.628, d2=0.668 g=1.046 2/2 [==============================] - 0s 16ms/step >26, 577/693, d1=0.590, d2=0.573 g=1.027 2/2 [==============================] - 0s 19ms/step >26, 578/693, d1=0.655, d2=0.613 g=1.021 2/2 [==============================] - 0s 19ms/step >26, 579/693, d1=0.637, d2=0.604 g=0.938 2/2 [==============================] - 0s 17ms/step >26, 580/693, d1=0.619, d2=0.660 g=1.005 2/2 [==============================] - 0s 17ms/step >26, 581/693, d1=0.643, d2=0.593 g=0.997 2/2 [==============================] - 0s 17ms/step >26, 582/693, d1=0.548, d2=0.627 g=1.067 2/2 [==============================] - 0s 18ms/step >26, 583/693, d1=0.651, d2=0.567 g=1.078 2/2 [==============================] - 0s 17ms/step >26, 584/693, d1=0.640, d2=0.553 g=1.052 2/2 [==============================] - 0s 17ms/step >26, 585/693, d1=0.651, d2=0.676 g=0.982 2/2 [==============================] - 0s 18ms/step >26, 586/693, d1=0.580, d2=0.617 g=0.973 2/2 [==============================] - 0s 16ms/step >26, 587/693, d1=0.524, d2=0.575 g=1.082 2/2 [==============================] - 0s 17ms/step >26, 588/693, d1=0.600, d2=0.649 g=1.095 2/2 [==============================] - 0s 17ms/step >26, 589/693, d1=0.575, d2=0.636 g=1.116 2/2 [==============================] - 0s 17ms/step >26, 590/693, d1=0.674, d2=0.505 g=1.076 2/2 [==============================] - 0s 17ms/step >26, 591/693, d1=0.587, d2=0.496 g=1.021 2/2 [==============================] - 0s 17ms/step >26, 592/693, d1=0.638, d2=0.603 g=1.099 2/2 [==============================] - 0s 18ms/step >26, 593/693, d1=0.572, d2=0.547 g=1.152 2/2 [==============================] - 0s 18ms/step >26, 594/693, d1=0.543, d2=0.637 g=1.097 2/2 [==============================] - 0s 20ms/step >26, 595/693, d1=0.624, d2=0.572 g=1.073 2/2 [==============================] - 0s 18ms/step >26, 596/693, d1=0.565, d2=0.531 g=1.087 2/2 [==============================] - 0s 16ms/step >26, 597/693, d1=0.554, d2=0.625 g=1.184 2/2 [==============================] - 0s 20ms/step >26, 598/693, d1=0.578, d2=0.540 g=1.113 2/2 [==============================] - 0s 20ms/step >26, 599/693, d1=0.622, d2=0.606 g=1.071 2/2 [==============================] - 0s 20ms/step >26, 600/693, d1=0.565, d2=0.553 g=1.029 2/2 [==============================] - 0s 17ms/step >26, 601/693, d1=0.538, d2=0.706 g=1.072 2/2 [==============================] - 0s 18ms/step >26, 602/693, d1=0.550, d2=0.566 g=1.146 2/2 [==============================] - 0s 17ms/step >26, 603/693, d1=0.581, d2=0.545 g=1.139 2/2 [==============================] - 0s 17ms/step >26, 604/693, d1=0.579, d2=0.551 g=1.154 2/2 [==============================] - 0s 16ms/step >26, 605/693, d1=0.605, d2=0.528 g=1.052 2/2 [==============================] - 0s 18ms/step >26, 606/693, d1=0.528, d2=0.606 g=1.085 2/2 [==============================] - 0s 18ms/step >26, 607/693, d1=0.521, d2=0.608 g=1.084 2/2 [==============================] - 0s 17ms/step >26, 608/693, d1=0.577, d2=0.658 g=1.118 2/2 [==============================] - 0s 17ms/step >26, 609/693, d1=0.637, d2=0.563 g=1.072 2/2 [==============================] - 0s 18ms/step >26, 610/693, d1=0.620, d2=0.563 g=1.207 2/2 [==============================] - 0s 17ms/step >26, 611/693, d1=0.656, d2=0.553 g=1.032 2/2 [==============================] - 0s 18ms/step >26, 612/693, d1=0.569, d2=0.636 g=1.058 2/2 [==============================] - 0s 19ms/step >26, 613/693, d1=0.622, d2=0.637 g=1.166 2/2 [==============================] - 0s 17ms/step >26, 614/693, d1=0.622, d2=0.590 g=1.041 2/2 [==============================] - 0s 19ms/step >26, 615/693, d1=0.631, d2=0.596 g=1.084 2/2 [==============================] - 0s 18ms/step >26, 616/693, d1=0.617, d2=0.577 g=1.117 2/2 [==============================] - 0s 17ms/step >26, 617/693, d1=0.605, d2=0.557 g=1.051 2/2 [==============================] - 0s 15ms/step >26, 618/693, d1=0.650, d2=0.632 g=1.037 2/2 [==============================] - 0s 18ms/step >26, 619/693, d1=0.595, d2=0.632 g=1.116 2/2 [==============================] - 0s 18ms/step >26, 620/693, d1=0.625, d2=0.616 g=1.020 2/2 [==============================] - 0s 18ms/step >26, 621/693, d1=0.688, d2=0.587 g=1.066 2/2 [==============================] - 0s 19ms/step >26, 622/693, d1=0.556, d2=0.632 g=1.085 2/2 [==============================] - 0s 19ms/step >26, 623/693, d1=0.673, d2=0.543 g=1.131 2/2 [==============================] - 0s 20ms/step >26, 624/693, d1=0.652, d2=0.573 g=1.067 2/2 [==============================] - 0s 17ms/step >26, 625/693, d1=0.575, d2=0.644 g=1.026 2/2 [==============================] - 0s 19ms/step >26, 626/693, d1=0.679, d2=0.649 g=0.989 2/2 [==============================] - 0s 17ms/step >26, 627/693, d1=0.551, d2=0.642 g=1.012 2/2 [==============================] - 0s 17ms/step >26, 628/693, d1=0.599, d2=0.555 g=1.011 2/2 [==============================] - 0s 17ms/step >26, 629/693, d1=0.498, d2=0.626 g=1.018 2/2 [==============================] - 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0s 16ms/step >26, 641/693, d1=0.635, d2=0.587 g=1.096 2/2 [==============================] - 0s 16ms/step >26, 642/693, d1=0.616, d2=0.693 g=1.137 2/2 [==============================] - 0s 17ms/step >26, 643/693, d1=0.597, d2=0.643 g=1.167 2/2 [==============================] - 0s 17ms/step >26, 644/693, d1=0.683, d2=0.614 g=1.100 2/2 [==============================] - 0s 17ms/step >26, 645/693, d1=0.614, d2=0.490 g=1.122 2/2 [==============================] - 0s 17ms/step >26, 646/693, d1=0.642, d2=0.634 g=1.076 2/2 [==============================] - 0s 17ms/step >26, 647/693, d1=0.567, d2=0.640 g=1.127 2/2 [==============================] - 0s 20ms/step >26, 648/693, d1=0.651, d2=0.567 g=1.136 2/2 [==============================] - 0s 18ms/step >26, 649/693, d1=0.557, d2=0.602 g=1.129 2/2 [==============================] - 0s 17ms/step >26, 650/693, d1=0.692, d2=0.585 g=1.106 2/2 [==============================] - 0s 17ms/step >26, 651/693, d1=0.609, d2=0.592 g=1.122 2/2 [==============================] - 0s 19ms/step >26, 652/693, d1=0.605, d2=0.522 g=0.995 2/2 [==============================] - 0s 18ms/step >26, 653/693, d1=0.613, d2=0.616 g=0.908 2/2 [==============================] - 0s 17ms/step >26, 654/693, d1=0.642, d2=0.622 g=0.984 2/2 [==============================] - 0s 18ms/step >26, 655/693, d1=0.551, d2=0.651 g=1.065 2/2 [==============================] - 0s 18ms/step >26, 656/693, d1=0.611, d2=0.662 g=1.080 2/2 [==============================] - 0s 17ms/step >26, 657/693, d1=0.622, d2=0.620 g=0.966 2/2 [==============================] - 0s 17ms/step >26, 658/693, d1=0.642, d2=0.563 g=1.033 2/2 [==============================] - 0s 17ms/step >26, 659/693, d1=0.506, d2=0.653 g=0.975 2/2 [==============================] - 0s 17ms/step >26, 660/693, d1=0.593, d2=0.673 g=0.981 2/2 [==============================] - 0s 17ms/step >26, 661/693, d1=0.591, d2=0.630 g=1.086 2/2 [==============================] - 0s 16ms/step >26, 662/693, d1=0.700, d2=0.660 g=1.069 2/2 [==============================] - 0s 17ms/step >26, 663/693, d1=0.657, d2=0.569 g=1.034 2/2 [==============================] - 0s 17ms/step >26, 664/693, d1=0.653, d2=0.675 g=1.051 2/2 [==============================] - 0s 17ms/step >26, 665/693, d1=0.686, d2=0.525 g=1.065 2/2 [==============================] - 0s 18ms/step >26, 666/693, d1=0.628, d2=0.553 g=1.140 2/2 [==============================] - 0s 16ms/step >26, 667/693, d1=0.633, d2=0.694 g=1.080 2/2 [==============================] - 0s 16ms/step >26, 668/693, d1=0.626, d2=0.508 g=1.114 2/2 [==============================] - 0s 16ms/step >26, 669/693, d1=0.554, d2=0.489 g=1.101 2/2 [==============================] - 0s 16ms/step >26, 670/693, d1=0.636, d2=0.559 g=1.012 2/2 [==============================] - 0s 18ms/step >26, 671/693, d1=0.584, d2=0.582 g=1.067 2/2 [==============================] - 0s 16ms/step >26, 672/693, d1=0.642, d2=0.615 g=1.169 2/2 [==============================] - 0s 17ms/step >26, 673/693, d1=0.549, d2=0.585 g=1.086 2/2 [==============================] - 0s 17ms/step >26, 674/693, d1=0.609, d2=0.662 g=1.095 2/2 [==============================] - 0s 17ms/step >26, 675/693, d1=0.620, d2=0.572 g=1.038 2/2 [==============================] - 0s 16ms/step >26, 676/693, d1=0.602, d2=0.685 g=1.007 2/2 [==============================] - 0s 16ms/step >26, 677/693, d1=0.562, d2=0.671 g=1.030 2/2 [==============================] - 0s 16ms/step >26, 678/693, d1=0.587, d2=0.628 g=1.065 2/2 [==============================] - 0s 17ms/step >26, 679/693, d1=0.558, d2=0.513 g=1.068 2/2 [==============================] - 0s 18ms/step >26, 680/693, d1=0.609, d2=0.590 g=0.970 2/2 [==============================] - 0s 16ms/step >26, 681/693, d1=0.673, d2=0.625 g=0.958 2/2 [==============================] - 0s 17ms/step >26, 682/693, d1=0.582, d2=0.598 g=1.044 2/2 [==============================] - 0s 16ms/step >26, 683/693, d1=0.583, d2=0.517 g=1.068 2/2 [==============================] - 0s 17ms/step >26, 684/693, d1=0.615, d2=0.570 g=1.091 2/2 [==============================] - 0s 18ms/step >26, 685/693, d1=0.594, d2=0.641 g=1.000 2/2 [==============================] - 0s 18ms/step >26, 686/693, d1=0.621, d2=0.504 g=1.046 2/2 [==============================] - 0s 18ms/step >26, 687/693, d1=0.621, d2=0.632 g=0.978 2/2 [==============================] - 0s 17ms/step >26, 688/693, d1=0.582, d2=0.605 g=1.064 2/2 [==============================] - 0s 17ms/step >26, 689/693, d1=0.579, d2=0.540 g=1.123 2/2 [==============================] - 0s 17ms/step >26, 690/693, d1=0.520, d2=0.631 g=1.210 2/2 [==============================] - 0s 17ms/step >26, 691/693, d1=0.657, d2=0.613 g=1.143 2/2 [==============================] - 0s 17ms/step >26, 692/693, d1=0.450, d2=0.575 g=1.159 2/2 [==============================] - 0s 17ms/step >26, 693/693, d1=0.703, d2=0.599 g=1.157 2/2 [==============================] - 0s 17ms/step >27, 1/693, d1=0.661, d2=0.572 g=1.176 2/2 [==============================] - 0s 17ms/step >27, 2/693, d1=0.621, d2=0.487 g=1.159 2/2 [==============================] - 0s 19ms/step >27, 3/693, d1=0.628, d2=0.531 g=1.085 2/2 [==============================] - 0s 17ms/step >27, 4/693, d1=0.575, d2=0.645 g=1.052 2/2 [==============================] - 0s 20ms/step >27, 5/693, d1=0.537, d2=0.567 g=1.068 2/2 [==============================] - 0s 17ms/step >27, 6/693, d1=0.591, d2=0.584 g=1.084 2/2 [==============================] - 0s 17ms/step >27, 7/693, d1=0.570, d2=0.517 g=1.126 2/2 [==============================] - 0s 18ms/step >27, 8/693, d1=0.602, d2=0.610 g=1.076 2/2 [==============================] - 0s 18ms/step >27, 9/693, d1=0.607, d2=0.509 g=1.083 2/2 [==============================] - 0s 18ms/step >27, 10/693, d1=0.573, d2=0.500 g=1.086 2/2 [==============================] - 0s 17ms/step >27, 11/693, d1=0.634, d2=0.570 g=1.076 2/2 [==============================] - 0s 18ms/step >27, 12/693, d1=0.572, d2=0.589 g=0.998 2/2 [==============================] - 0s 17ms/step >27, 13/693, d1=0.513, d2=0.588 g=1.002 2/2 [==============================] - 0s 18ms/step >27, 14/693, d1=0.562, d2=0.698 g=1.013 2/2 [==============================] - 0s 18ms/step >27, 15/693, d1=0.673, d2=0.607 g=1.142 2/2 [==============================] - 0s 17ms/step >27, 16/693, d1=0.662, d2=0.597 g=1.074 2/2 [==============================] - 0s 17ms/step >27, 17/693, d1=0.639, d2=0.611 g=1.049 2/2 [==============================] - 0s 17ms/step >27, 18/693, d1=0.516, d2=0.643 g=1.039 2/2 [==============================] - 0s 16ms/step >27, 19/693, d1=0.547, d2=0.690 g=1.096 2/2 [==============================] - 0s 18ms/step >27, 20/693, d1=0.630, d2=0.588 g=1.093 2/2 [==============================] - 0s 17ms/step >27, 21/693, d1=0.647, d2=0.595 g=1.089 2/2 [==============================] - 0s 17ms/step >27, 22/693, d1=0.585, d2=0.593 g=1.147 2/2 [==============================] - 0s 16ms/step >27, 23/693, d1=0.582, d2=0.641 g=1.079 2/2 [==============================] - 0s 16ms/step >27, 24/693, d1=0.637, d2=0.544 g=1.127 2/2 [==============================] - 0s 16ms/step >27, 25/693, d1=0.613, d2=0.640 g=0.998 2/2 [==============================] - 0s 18ms/step >27, 26/693, d1=0.712, d2=0.603 g=1.192 2/2 [==============================] - 0s 17ms/step >27, 27/693, d1=0.626, d2=0.603 g=0.980 2/2 [==============================] - 0s 18ms/step >27, 28/693, d1=0.620, d2=0.607 g=1.026 2/2 [==============================] - 0s 18ms/step >27, 29/693, d1=0.581, d2=0.657 g=1.079 2/2 [==============================] - 0s 17ms/step >27, 30/693, d1=0.585, d2=0.562 g=1.013 2/2 [==============================] - 0s 17ms/step >27, 31/693, d1=0.580, d2=0.531 g=1.026 2/2 [==============================] - 0s 16ms/step >27, 32/693, d1=0.526, d2=0.646 g=1.081 2/2 [==============================] - 0s 17ms/step >27, 33/693, d1=0.622, d2=0.663 g=1.081 2/2 [==============================] - 0s 17ms/step >27, 34/693, d1=0.612, d2=0.611 g=1.144 2/2 [==============================] - 0s 16ms/step >27, 35/693, d1=0.572, d2=0.570 g=1.057 2/2 [==============================] - 0s 17ms/step >27, 36/693, d1=0.523, d2=0.547 g=1.085 2/2 [==============================] - 0s 17ms/step >27, 37/693, d1=0.642, d2=0.645 g=1.046 2/2 [==============================] - 0s 18ms/step >27, 38/693, d1=0.622, d2=0.665 g=1.076 2/2 [==============================] - 0s 17ms/step >27, 39/693, d1=0.650, d2=0.533 g=1.114 2/2 [==============================] - 0s 17ms/step >27, 40/693, d1=0.636, d2=0.589 g=1.025 2/2 [==============================] - 0s 16ms/step >27, 41/693, d1=0.613, d2=0.585 g=1.054 2/2 [==============================] - 0s 16ms/step >27, 42/693, d1=0.492, d2=0.542 g=1.067 2/2 [==============================] - 0s 16ms/step >27, 43/693, d1=0.523, d2=0.611 g=1.193 2/2 [==============================] - 0s 17ms/step >27, 44/693, d1=0.652, d2=0.479 g=1.154 2/2 [==============================] - 0s 16ms/step >27, 45/693, d1=0.628, d2=0.490 g=1.092 2/2 [==============================] - 0s 17ms/step >27, 46/693, d1=0.616, d2=0.636 g=1.097 2/2 [==============================] - 0s 16ms/step >27, 47/693, d1=0.593, d2=0.553 g=1.041 2/2 [==============================] - 0s 17ms/step >27, 48/693, d1=0.572, d2=0.583 g=0.988 2/2 [==============================] - 0s 16ms/step >27, 49/693, d1=0.473, d2=0.646 g=1.136 2/2 [==============================] - 0s 17ms/step >27, 50/693, d1=0.774, d2=0.542 g=1.106 2/2 [==============================] - 0s 17ms/step >27, 51/693, d1=0.612, d2=0.647 g=1.007 2/2 [==============================] - 0s 17ms/step >27, 52/693, d1=0.573, d2=0.575 g=1.031 2/2 [==============================] - 0s 18ms/step >27, 53/693, d1=0.614, d2=0.602 g=1.017 2/2 [==============================] - 0s 17ms/step >27, 54/693, d1=0.635, d2=0.596 g=0.990 2/2 [==============================] - 0s 17ms/step >27, 55/693, d1=0.617, d2=0.577 g=1.102 2/2 [==============================] - 0s 17ms/step >27, 56/693, d1=0.604, d2=0.597 g=1.133 2/2 [==============================] - 0s 19ms/step >27, 57/693, d1=0.727, d2=0.563 g=1.029 2/2 [==============================] - 0s 18ms/step >27, 58/693, d1=0.530, d2=0.624 g=1.063 2/2 [==============================] - 0s 18ms/step >27, 59/693, d1=0.641, d2=0.630 g=1.053 2/2 [==============================] - 0s 17ms/step >27, 60/693, d1=0.601, d2=0.719 g=1.049 2/2 [==============================] - 0s 17ms/step >27, 61/693, d1=0.530, d2=0.656 g=1.065 2/2 [==============================] - 0s 16ms/step >27, 62/693, d1=0.693, d2=0.569 g=1.092 2/2 [==============================] - 0s 17ms/step >27, 63/693, d1=0.635, d2=0.566 g=1.025 2/2 [==============================] - 0s 18ms/step >27, 64/693, d1=0.545, d2=0.619 g=1.088 2/2 [==============================] - 0s 17ms/step >27, 65/693, d1=0.557, d2=0.539 g=1.102 2/2 [==============================] - 0s 17ms/step >27, 66/693, d1=0.562, d2=0.580 g=1.150 2/2 [==============================] - 0s 18ms/step >27, 67/693, d1=0.574, d2=0.512 g=1.153 2/2 [==============================] - 0s 18ms/step >27, 68/693, d1=0.692, d2=0.714 g=1.095 2/2 [==============================] - 0s 17ms/step >27, 69/693, d1=0.647, d2=0.635 g=1.054 2/2 [==============================] - 0s 17ms/step >27, 70/693, d1=0.675, d2=0.632 g=1.116 2/2 [==============================] - 0s 19ms/step >27, 71/693, d1=0.646, d2=0.563 g=0.996 2/2 [==============================] - 0s 17ms/step >27, 72/693, d1=0.651, d2=0.653 g=0.956 2/2 [==============================] - 0s 17ms/step >27, 73/693, d1=0.578, d2=0.575 g=0.997 2/2 [==============================] - 0s 17ms/step >27, 74/693, d1=0.655, d2=0.649 g=1.059 2/2 [==============================] - 0s 20ms/step >27, 75/693, d1=0.584, d2=0.675 g=0.995 2/2 [==============================] - 0s 16ms/step >27, 76/693, d1=0.605, d2=0.616 g=0.985 2/2 [==============================] - 0s 17ms/step >27, 77/693, d1=0.623, d2=0.547 g=1.042 2/2 [==============================] - 0s 19ms/step >27, 78/693, d1=0.579, d2=0.636 g=0.997 2/2 [==============================] - 0s 17ms/step >27, 79/693, d1=0.643, d2=0.603 g=1.117 2/2 [==============================] - 0s 17ms/step >27, 80/693, d1=0.499, d2=0.543 g=1.139 2/2 [==============================] - 0s 17ms/step >27, 81/693, d1=0.629, d2=0.554 g=1.139 2/2 [==============================] - 0s 17ms/step >27, 82/693, d1=0.623, d2=0.579 g=1.073 2/2 [==============================] - 0s 18ms/step >27, 83/693, d1=0.581, d2=0.647 g=1.080 2/2 [==============================] - 0s 16ms/step >27, 84/693, d1=0.588, d2=0.548 g=1.084 2/2 [==============================] - 0s 17ms/step >27, 85/693, d1=0.558, d2=0.704 g=1.125 2/2 [==============================] - 0s 17ms/step >27, 86/693, d1=0.647, d2=0.634 g=1.107 2/2 [==============================] - 0s 17ms/step >27, 87/693, d1=0.621, d2=0.589 g=1.061 2/2 [==============================] - 0s 17ms/step >27, 88/693, d1=0.712, d2=0.528 g=1.041 2/2 [==============================] - 0s 17ms/step >27, 89/693, d1=0.525, d2=0.543 g=1.109 2/2 [==============================] - 0s 17ms/step >27, 90/693, d1=0.519, d2=0.637 g=1.020 2/2 [==============================] - 0s 16ms/step >27, 91/693, d1=0.560, d2=0.621 g=1.123 2/2 [==============================] - 0s 18ms/step >27, 92/693, d1=0.671, d2=0.597 g=1.130 2/2 [==============================] - 0s 17ms/step >27, 93/693, d1=0.594, d2=0.523 g=1.130 2/2 [==============================] - 0s 16ms/step >27, 94/693, d1=0.552, d2=0.632 g=1.027 2/2 [==============================] - 0s 17ms/step >27, 95/693, d1=0.589, d2=0.529 g=1.105 2/2 [==============================] - 0s 17ms/step >27, 96/693, d1=0.631, d2=0.620 g=1.051 2/2 [==============================] - 0s 16ms/step >27, 97/693, d1=0.596, d2=0.609 g=1.044 2/2 [==============================] - 0s 16ms/step >27, 98/693, d1=0.618, d2=0.593 g=1.050 2/2 [==============================] - 0s 17ms/step >27, 99/693, d1=0.622, d2=0.565 g=1.067 2/2 [==============================] - 0s 16ms/step >27, 100/693, d1=0.562, d2=0.689 g=1.018 2/2 [==============================] - 0s 18ms/step >27, 101/693, d1=0.598, d2=0.607 g=1.025 2/2 [==============================] - 0s 17ms/step >27, 102/693, d1=0.603, d2=0.564 g=0.998 2/2 [==============================] - 0s 16ms/step >27, 103/693, d1=0.598, d2=0.520 g=1.016 2/2 [==============================] - 0s 17ms/step >27, 104/693, d1=0.627, d2=0.534 g=1.046 2/2 [==============================] - 0s 16ms/step >27, 105/693, d1=0.669, d2=0.482 g=1.152 2/2 [==============================] - 0s 16ms/step >27, 106/693, d1=0.634, d2=0.561 g=1.005 2/2 [==============================] - 0s 17ms/step >27, 107/693, d1=0.531, d2=0.587 g=1.041 2/2 [==============================] - 0s 17ms/step >27, 108/693, d1=0.532, d2=0.657 g=1.103 2/2 [==============================] - 0s 18ms/step >27, 109/693, d1=0.571, d2=0.585 g=1.125 2/2 [==============================] - 0s 17ms/step >27, 110/693, d1=0.616, d2=0.528 g=1.183 2/2 [==============================] - 0s 16ms/step >27, 111/693, d1=0.598, d2=0.579 g=1.084 2/2 [==============================] - 0s 16ms/step >27, 112/693, d1=0.626, d2=0.581 g=1.099 2/2 [==============================] - 0s 17ms/step >27, 113/693, d1=0.608, d2=0.623 g=0.975 2/2 [==============================] - 0s 17ms/step >27, 114/693, d1=0.638, d2=0.561 g=1.014 2/2 [==============================] - 0s 17ms/step >27, 115/693, d1=0.624, d2=0.747 g=1.068 2/2 [==============================] - 0s 17ms/step >27, 116/693, d1=0.527, d2=0.537 g=1.006 2/2 [==============================] - 0s 19ms/step >27, 117/693, d1=0.627, d2=0.643 g=0.927 2/2 [==============================] - 0s 17ms/step >27, 118/693, d1=0.595, d2=0.596 g=1.052 2/2 [==============================] - 0s 17ms/step >27, 119/693, d1=0.583, d2=0.644 g=1.061 2/2 [==============================] - 0s 17ms/step >27, 120/693, d1=0.585, d2=0.553 g=1.060 2/2 [==============================] - 0s 18ms/step >27, 121/693, d1=0.515, d2=0.613 g=1.060 2/2 [==============================] - 0s 18ms/step >27, 122/693, d1=0.621, d2=0.576 g=1.044 2/2 [==============================] - 0s 17ms/step >27, 123/693, d1=0.599, d2=0.586 g=1.108 2/2 [==============================] - 0s 18ms/step >27, 124/693, d1=0.652, d2=0.550 g=1.154 2/2 [==============================] - 0s 16ms/step >27, 125/693, d1=0.623, d2=0.617 g=0.984 2/2 [==============================] - 0s 17ms/step >27, 126/693, d1=0.517, d2=0.603 g=1.007 2/2 [==============================] - 0s 16ms/step >27, 127/693, d1=0.575, d2=0.649 g=1.053 2/2 [==============================] - 0s 16ms/step >27, 128/693, d1=0.620, d2=0.577 g=1.092 2/2 [==============================] - 0s 17ms/step >27, 129/693, d1=0.649, d2=0.580 g=1.131 2/2 [==============================] - 0s 17ms/step >27, 130/693, d1=0.606, d2=0.539 g=1.080 2/2 [==============================] - 0s 17ms/step >27, 131/693, d1=0.713, d2=0.644 g=1.068 2/2 [==============================] - 0s 17ms/step >27, 132/693, d1=0.590, d2=0.568 g=1.134 2/2 [==============================] - 0s 17ms/step >27, 133/693, d1=0.620, d2=0.534 g=0.990 2/2 [==============================] - 0s 17ms/step >27, 134/693, d1=0.654, d2=0.630 g=1.128 2/2 [==============================] - 0s 16ms/step >27, 135/693, d1=0.468, d2=0.586 g=1.088 2/2 [==============================] - 0s 17ms/step >27, 136/693, d1=0.586, d2=0.538 g=1.061 2/2 [==============================] - 0s 16ms/step >27, 137/693, d1=0.533, d2=0.579 g=1.069 2/2 [==============================] - 0s 18ms/step >27, 138/693, d1=0.677, d2=0.584 g=1.071 2/2 [==============================] - 0s 17ms/step >27, 139/693, d1=0.552, d2=0.606 g=1.125 2/2 [==============================] - 0s 17ms/step >27, 140/693, d1=0.649, d2=0.598 g=1.052 2/2 [==============================] - 0s 17ms/step >27, 141/693, d1=0.633, d2=0.561 g=1.084 2/2 [==============================] - 0s 16ms/step >27, 142/693, d1=0.595, d2=0.683 g=1.045 2/2 [==============================] - 0s 17ms/step >27, 143/693, d1=0.634, d2=0.604 g=1.101 2/2 [==============================] - 0s 17ms/step >27, 144/693, d1=0.627, d2=0.554 g=1.076 2/2 [==============================] - 0s 17ms/step >27, 145/693, d1=0.622, d2=0.596 g=1.007 2/2 [==============================] - 0s 16ms/step >27, 146/693, d1=0.559, d2=0.555 g=1.115 2/2 [==============================] - 0s 17ms/step >27, 147/693, d1=0.706, d2=0.624 g=1.060 2/2 [==============================] - 0s 17ms/step >27, 148/693, d1=0.585, d2=0.579 g=1.032 2/2 [==============================] - 0s 18ms/step >27, 149/693, d1=0.609, d2=0.654 g=1.048 2/2 [==============================] - 0s 17ms/step >27, 150/693, d1=0.606, d2=0.659 g=0.993 2/2 [==============================] - 0s 18ms/step >27, 151/693, d1=0.618, d2=0.561 g=1.038 2/2 [==============================] - 0s 16ms/step >27, 152/693, d1=0.596, d2=0.608 g=0.929 2/2 [==============================] - 0s 18ms/step >27, 153/693, d1=0.559, d2=0.614 g=1.002 2/2 [==============================] - 0s 17ms/step >27, 154/693, d1=0.548, d2=0.665 g=1.118 2/2 [==============================] - 0s 17ms/step >27, 155/693, d1=0.641, d2=0.561 g=1.146 2/2 [==============================] - 0s 16ms/step >27, 156/693, d1=0.647, d2=0.480 g=1.125 2/2 [==============================] - 0s 17ms/step >27, 157/693, d1=0.572, d2=0.618 g=1.082 2/2 [==============================] - 0s 17ms/step >27, 158/693, d1=0.625, d2=0.606 g=1.102 2/2 [==============================] - 0s 16ms/step >27, 159/693, d1=0.508, d2=0.606 g=1.112 2/2 [==============================] - 0s 16ms/step >27, 160/693, d1=0.661, d2=0.671 g=1.114 2/2 [==============================] - 0s 16ms/step >27, 161/693, d1=0.619, d2=0.500 g=1.068 2/2 [==============================] - 0s 18ms/step >27, 162/693, d1=0.667, d2=0.565 g=1.153 2/2 [==============================] - 0s 17ms/step >27, 163/693, d1=0.516, d2=0.479 g=1.188 2/2 [==============================] - 0s 17ms/step >27, 164/693, d1=0.603, d2=0.586 g=1.095 2/2 [==============================] - 0s 19ms/step >27, 165/693, d1=0.593, d2=0.585 g=1.106 2/2 [==============================] - 0s 18ms/step >27, 166/693, d1=0.528, d2=0.595 g=1.075 2/2 [==============================] - 0s 17ms/step >27, 167/693, d1=0.603, d2=0.660 g=1.025 2/2 [==============================] - 0s 17ms/step >27, 168/693, d1=0.585, d2=0.646 g=1.217 2/2 [==============================] - 0s 16ms/step >27, 169/693, d1=0.619, d2=0.599 g=1.172 2/2 [==============================] - 0s 17ms/step >27, 170/693, d1=0.629, d2=0.556 g=1.055 2/2 [==============================] - 0s 17ms/step >27, 171/693, d1=0.566, d2=0.624 g=1.084 2/2 [==============================] - 0s 18ms/step >27, 172/693, d1=0.568, d2=0.639 g=1.027 2/2 [==============================] - 0s 17ms/step >27, 173/693, d1=0.502, d2=0.599 g=1.090 2/2 [==============================] - 0s 18ms/step >27, 174/693, d1=0.542, d2=0.634 g=1.136 2/2 [==============================] - 0s 17ms/step >27, 175/693, d1=0.600, d2=0.535 g=1.132 2/2 [==============================] - 0s 16ms/step >27, 176/693, d1=0.710, d2=0.608 g=1.135 2/2 [==============================] - 0s 17ms/step >27, 177/693, d1=0.705, d2=0.582 g=1.158 2/2 [==============================] - 0s 17ms/step >27, 178/693, d1=0.583, d2=0.567 g=1.083 2/2 [==============================] - 0s 18ms/step >27, 179/693, d1=0.636, d2=0.593 g=1.173 2/2 [==============================] - 0s 18ms/step >27, 180/693, d1=0.611, d2=0.542 g=1.104 2/2 [==============================] - 0s 19ms/step >27, 181/693, d1=0.621, d2=0.571 g=1.066 2/2 [==============================] - 0s 18ms/step >27, 182/693, d1=0.653, d2=0.567 g=1.106 2/2 [==============================] - 0s 17ms/step >27, 183/693, d1=0.491, d2=0.545 g=1.020 2/2 [==============================] - 0s 17ms/step >27, 184/693, d1=0.618, d2=0.577 g=1.136 2/2 [==============================] - 0s 17ms/step >27, 185/693, d1=0.573, d2=0.561 g=1.169 2/2 [==============================] - 0s 16ms/step >27, 186/693, d1=0.581, d2=0.583 g=1.091 2/2 [==============================] - 0s 17ms/step >27, 187/693, d1=0.638, d2=0.559 g=1.047 2/2 [==============================] - 0s 16ms/step >27, 188/693, d1=0.641, d2=0.570 g=0.987 2/2 [==============================] - 0s 17ms/step >27, 189/693, d1=0.576, d2=0.603 g=1.015 2/2 [==============================] - 0s 17ms/step >27, 190/693, d1=0.692, d2=0.603 g=1.052 2/2 [==============================] - 0s 16ms/step >27, 191/693, d1=0.555, d2=0.609 g=0.985 2/2 [==============================] - 0s 16ms/step >27, 192/693, d1=0.534, d2=0.562 g=1.002 2/2 [==============================] - 0s 17ms/step >27, 193/693, d1=0.614, d2=0.637 g=1.049 2/2 [==============================] - 0s 18ms/step >27, 194/693, d1=0.537, d2=0.587 g=1.136 2/2 [==============================] - 0s 17ms/step >27, 195/693, d1=0.639, d2=0.595 g=1.009 2/2 [==============================] - 0s 18ms/step >27, 196/693, d1=0.614, d2=0.655 g=1.079 2/2 [==============================] - 0s 21ms/step >27, 197/693, d1=0.715, d2=0.539 g=1.044 2/2 [==============================] - 0s 17ms/step >27, 198/693, d1=0.645, d2=0.566 g=1.040 2/2 [==============================] - 0s 17ms/step >27, 199/693, d1=0.621, d2=0.500 g=0.973 2/2 [==============================] - 0s 17ms/step >27, 200/693, d1=0.532, d2=0.601 g=1.018 2/2 [==============================] - 0s 19ms/step >27, 201/693, d1=0.696, d2=0.633 g=0.959 2/2 [==============================] - 0s 17ms/step >27, 202/693, d1=0.541, d2=0.627 g=0.989 2/2 [==============================] - 0s 18ms/step >27, 203/693, d1=0.502, d2=0.645 g=0.968 2/2 [==============================] - 0s 19ms/step >27, 204/693, d1=0.552, d2=0.613 g=1.124 2/2 [==============================] - 0s 17ms/step >27, 205/693, d1=0.585, d2=0.532 g=1.265 2/2 [==============================] - 0s 17ms/step >27, 206/693, d1=0.574, d2=0.540 g=1.267 2/2 [==============================] - 0s 18ms/step >27, 207/693, d1=0.581, d2=0.548 g=1.188 2/2 [==============================] - 0s 17ms/step >27, 208/693, d1=0.632, d2=0.673 g=1.046 2/2 [==============================] - 0s 17ms/step >27, 209/693, d1=0.676, d2=0.582 g=1.091 2/2 [==============================] - 0s 17ms/step >27, 210/693, d1=0.654, d2=0.503 g=1.119 2/2 [==============================] - 0s 19ms/step >27, 211/693, d1=0.657, d2=0.600 g=1.045 2/2 [==============================] - 0s 19ms/step >27, 212/693, d1=0.551, d2=0.650 g=1.116 2/2 [==============================] - 0s 20ms/step >27, 213/693, d1=0.648, d2=0.601 g=1.039 2/2 [==============================] - 0s 16ms/step >27, 214/693, d1=0.613, d2=0.592 g=1.030 2/2 [==============================] - 0s 19ms/step >27, 215/693, d1=0.622, d2=0.555 g=1.008 2/2 [==============================] - 0s 17ms/step >27, 216/693, d1=0.594, d2=0.629 g=0.979 2/2 [==============================] - 0s 18ms/step >27, 217/693, d1=0.553, d2=0.583 g=1.018 2/2 [==============================] - 0s 17ms/step >27, 218/693, d1=0.631, d2=0.614 g=1.066 2/2 [==============================] - 0s 17ms/step >27, 219/693, d1=0.555, d2=0.549 g=1.123 2/2 [==============================] - 0s 16ms/step >27, 220/693, d1=0.652, d2=0.595 g=1.056 2/2 [==============================] - 0s 17ms/step >27, 221/693, d1=0.581, d2=0.609 g=0.978 2/2 [==============================] - 0s 16ms/step >27, 222/693, d1=0.536, d2=0.588 g=1.039 2/2 [==============================] - 0s 16ms/step >27, 223/693, d1=0.531, d2=0.553 g=1.075 2/2 [==============================] - 0s 18ms/step >27, 224/693, d1=0.572, d2=0.588 g=1.112 2/2 [==============================] - 0s 17ms/step >27, 225/693, d1=0.640, d2=0.567 g=1.097 2/2 [==============================] - 0s 17ms/step >27, 226/693, d1=0.555, d2=0.593 g=1.064 2/2 [==============================] - 0s 19ms/step >27, 227/693, d1=0.525, d2=0.553 g=1.112 2/2 [==============================] - 0s 18ms/step >27, 228/693, d1=0.634, d2=0.632 g=1.084 2/2 [==============================] - 0s 18ms/step >27, 229/693, d1=0.552, d2=0.628 g=1.095 2/2 [==============================] - 0s 16ms/step >27, 230/693, d1=0.528, d2=0.447 g=1.091 2/2 [==============================] - 0s 16ms/step >27, 231/693, d1=0.568, d2=0.536 g=1.069 2/2 [==============================] - 0s 17ms/step >27, 232/693, d1=0.665, d2=0.685 g=1.159 2/2 [==============================] - 0s 18ms/step >27, 233/693, d1=0.576, d2=0.578 g=1.117 2/2 [==============================] - 0s 17ms/step >27, 234/693, d1=0.636, d2=0.635 g=1.200 2/2 [==============================] - 0s 20ms/step >27, 235/693, d1=0.627, d2=0.624 g=1.089 2/2 [==============================] - 0s 18ms/step >27, 236/693, d1=0.694, d2=0.611 g=1.092 2/2 [==============================] - 0s 20ms/step >27, 237/693, d1=0.713, d2=0.577 g=1.077 2/2 [==============================] - 0s 19ms/step >27, 238/693, d1=0.610, d2=0.536 g=1.113 2/2 [==============================] - 0s 20ms/step >27, 239/693, d1=0.559, d2=0.571 g=1.105 2/2 [==============================] - 0s 19ms/step >27, 240/693, d1=0.652, d2=0.582 g=1.103 2/2 [==============================] - 0s 18ms/step >27, 241/693, d1=0.672, d2=0.670 g=0.989 2/2 [==============================] - 0s 20ms/step >27, 242/693, d1=0.527, d2=0.646 g=1.001 2/2 [==============================] - 0s 20ms/step >27, 243/693, d1=0.477, d2=0.598 g=1.103 2/2 [==============================] - 0s 71ms/step >27, 244/693, d1=0.510, d2=0.573 g=1.109 2/2 [==============================] - 0s 19ms/step >27, 245/693, d1=0.635, d2=0.527 g=1.124 2/2 [==============================] - 0s 20ms/step >27, 246/693, d1=0.558, d2=0.546 g=1.116 2/2 [==============================] - 0s 19ms/step >27, 247/693, d1=0.548, d2=0.510 g=1.068 2/2 [==============================] - 0s 19ms/step >27, 248/693, d1=0.582, d2=0.559 g=1.149 2/2 [==============================] - 0s 20ms/step >27, 249/693, d1=0.632, d2=0.562 g=1.216 2/2 [==============================] - 0s 19ms/step >27, 250/693, d1=0.624, d2=0.593 g=1.129 2/2 [==============================] - 0s 19ms/step >27, 251/693, d1=0.581, d2=0.548 g=1.137 2/2 [==============================] - 0s 18ms/step >27, 252/693, d1=0.579, d2=0.525 g=1.111 2/2 [==============================] - 0s 19ms/step >27, 253/693, d1=0.615, d2=0.674 g=1.116 2/2 [==============================] - 0s 20ms/step >27, 254/693, d1=0.652, d2=0.649 g=1.030 2/2 [==============================] - 0s 19ms/step >27, 255/693, d1=0.605, d2=0.621 g=1.077 2/2 [==============================] - 0s 20ms/step >27, 256/693, d1=0.574, d2=0.583 g=1.034 2/2 [==============================] - 0s 21ms/step >27, 257/693, d1=0.585, d2=0.494 g=1.020 2/2 [==============================] - 0s 21ms/step >27, 258/693, d1=0.631, d2=0.586 g=0.973 2/2 [==============================] - 0s 21ms/step >27, 259/693, d1=0.594, d2=0.608 g=0.977 2/2 [==============================] - 0s 20ms/step >27, 260/693, d1=0.648, d2=0.710 g=0.990 2/2 [==============================] - 0s 19ms/step >27, 261/693, d1=0.625, d2=0.638 g=1.009 2/2 [==============================] - 0s 20ms/step >27, 262/693, d1=0.584, d2=0.632 g=1.040 2/2 [==============================] - 0s 20ms/step >27, 263/693, d1=0.536, d2=0.610 g=1.128 2/2 [==============================] - 0s 20ms/step >27, 264/693, d1=0.591, d2=0.607 g=1.174 2/2 [==============================] - 0s 20ms/step >27, 265/693, d1=0.567, d2=0.481 g=1.238 2/2 [==============================] - 0s 21ms/step >27, 266/693, d1=0.670, d2=0.464 g=1.141 2/2 [==============================] - 0s 19ms/step >27, 267/693, d1=0.630, d2=0.617 g=1.055 2/2 [==============================] - 0s 19ms/step >27, 268/693, d1=0.632, d2=0.583 g=1.229 2/2 [==============================] - 0s 20ms/step >27, 269/693, d1=0.678, d2=0.602 g=1.218 2/2 [==============================] - 0s 21ms/step >27, 270/693, d1=0.543, d2=0.550 g=1.205 2/2 [==============================] - 0s 24ms/step >27, 271/693, d1=0.472, d2=0.514 g=1.204 2/2 [==============================] - 0s 19ms/step >27, 272/693, d1=0.600, d2=0.603 g=1.033 2/2 [==============================] - 0s 21ms/step >27, 273/693, d1=0.514, d2=0.719 g=1.122 2/2 [==============================] - 0s 21ms/step >27, 274/693, d1=0.676, d2=0.471 g=1.248 2/2 [==============================] - 0s 16ms/step >27, 275/693, d1=0.634, d2=0.490 g=1.426 2/2 [==============================] - 0s 16ms/step >27, 276/693, d1=0.640, d2=0.500 g=1.118 2/2 [==============================] - 0s 16ms/step >27, 277/693, d1=0.651, d2=0.531 g=1.063 2/2 [==============================] - 0s 16ms/step >27, 278/693, d1=0.531, d2=0.591 g=1.090 2/2 [==============================] - 0s 17ms/step >27, 279/693, d1=0.633, d2=0.610 g=1.013 2/2 [==============================] - 0s 19ms/step >27, 280/693, d1=0.527, d2=0.658 g=0.998 2/2 [==============================] - 0s 16ms/step >27, 281/693, d1=0.448, d2=0.609 g=0.950 2/2 [==============================] - 0s 18ms/step >27, 282/693, d1=0.619, d2=0.688 g=1.028 2/2 [==============================] - 0s 17ms/step >27, 283/693, d1=0.598, d2=0.625 g=1.033 2/2 [==============================] - 0s 17ms/step >27, 284/693, d1=0.548, d2=0.654 g=1.070 2/2 [==============================] - 0s 16ms/step >27, 285/693, d1=0.502, d2=0.575 g=1.177 2/2 [==============================] - 0s 21ms/step >27, 286/693, d1=0.570, d2=0.647 g=1.151 2/2 [==============================] - 0s 19ms/step >27, 287/693, d1=0.518, d2=0.607 g=1.094 2/2 [==============================] - 0s 18ms/step >27, 288/693, d1=0.626, d2=0.497 g=1.170 2/2 [==============================] - 0s 17ms/step >27, 289/693, d1=0.574, d2=0.635 g=1.106 2/2 [==============================] - 0s 17ms/step >27, 290/693, d1=0.661, d2=0.635 g=1.083 2/2 [==============================] - 0s 18ms/step >27, 291/693, d1=0.638, d2=0.624 g=1.075 2/2 [==============================] - 0s 17ms/step >27, 292/693, d1=0.573, d2=0.533 g=1.053 2/2 [==============================] - 0s 20ms/step >27, 293/693, d1=0.638, d2=0.537 g=1.084 2/2 [==============================] - 0s 17ms/step >27, 294/693, d1=0.642, d2=0.654 g=1.107 2/2 [==============================] - 0s 17ms/step >27, 295/693, d1=0.604, d2=0.594 g=1.142 2/2 [==============================] - 0s 17ms/step >27, 296/693, d1=0.592, d2=0.591 g=0.956 2/2 [==============================] - 0s 17ms/step >27, 297/693, d1=0.606, d2=0.669 g=1.034 2/2 [==============================] - 0s 17ms/step >27, 298/693, d1=0.598, d2=0.559 g=1.010 2/2 [==============================] - 0s 17ms/step >27, 299/693, d1=0.660, d2=0.576 g=1.001 2/2 [==============================] - 0s 16ms/step >27, 300/693, d1=0.587, d2=0.573 g=1.019 2/2 [==============================] - 0s 19ms/step >27, 301/693, d1=0.548, d2=0.553 g=0.996 2/2 [==============================] - 0s 17ms/step >27, 302/693, d1=0.601, d2=0.653 g=1.022 2/2 [==============================] - 0s 18ms/step >27, 303/693, d1=0.576, d2=0.541 g=1.039 2/2 [==============================] - 0s 17ms/step >27, 304/693, d1=0.588, d2=0.612 g=1.005 2/2 [==============================] - 0s 18ms/step >27, 305/693, d1=0.556, d2=0.624 g=1.094 2/2 [==============================] - 0s 20ms/step >27, 306/693, d1=0.588, d2=0.512 g=1.163 2/2 [==============================] - 0s 20ms/step >27, 307/693, d1=0.665, d2=0.685 g=1.141 2/2 [==============================] - 0s 17ms/step >27, 308/693, d1=0.612, d2=0.561 g=1.063 2/2 [==============================] - 0s 16ms/step >27, 309/693, d1=0.542, d2=0.562 g=1.089 2/2 [==============================] - 0s 17ms/step >27, 310/693, d1=0.592, d2=0.606 g=1.075 2/2 [==============================] - 0s 17ms/step >27, 311/693, d1=0.618, d2=0.523 g=1.042 2/2 [==============================] - 0s 16ms/step >27, 312/693, d1=0.659, d2=0.584 g=0.989 2/2 [==============================] - 0s 16ms/step >27, 313/693, d1=0.657, d2=0.640 g=0.998 2/2 [==============================] - 0s 17ms/step >27, 314/693, d1=0.557, d2=0.555 g=1.114 2/2 [==============================] - 0s 17ms/step >27, 315/693, d1=0.664, d2=0.580 g=0.932 2/2 [==============================] - 0s 17ms/step >27, 316/693, d1=0.533, d2=0.665 g=1.069 2/2 [==============================] - 0s 18ms/step >27, 317/693, d1=0.553, d2=0.601 g=1.050 2/2 [==============================] - 0s 18ms/step >27, 318/693, d1=0.540, d2=0.615 g=1.089 2/2 [==============================] - 0s 16ms/step >27, 319/693, d1=0.499, d2=0.560 g=1.094 2/2 [==============================] - 0s 20ms/step >27, 320/693, d1=0.657, d2=0.534 g=1.066 2/2 [==============================] - 0s 16ms/step >27, 321/693, d1=0.662, d2=0.577 g=1.010 2/2 [==============================] - 0s 19ms/step >27, 322/693, d1=0.631, d2=0.650 g=1.067 2/2 [==============================] - 0s 18ms/step >27, 323/693, d1=0.597, d2=0.628 g=1.233 2/2 [==============================] - 0s 18ms/step >27, 324/693, d1=0.690, d2=0.554 g=1.032 2/2 [==============================] - 0s 17ms/step >27, 325/693, d1=0.579, d2=0.644 g=1.061 2/2 [==============================] - 0s 17ms/step >27, 326/693, d1=0.618, d2=0.651 g=1.054 2/2 [==============================] - 0s 17ms/step >27, 327/693, d1=0.586, d2=0.601 g=1.105 2/2 [==============================] - 0s 18ms/step >27, 328/693, d1=0.636, d2=0.554 g=0.992 2/2 [==============================] - 0s 17ms/step >27, 329/693, d1=0.575, d2=0.622 g=1.023 2/2 [==============================] - 0s 17ms/step >27, 330/693, d1=0.558, d2=0.574 g=1.051 2/2 [==============================] - 0s 16ms/step >27, 331/693, d1=0.553, d2=0.733 g=1.164 2/2 [==============================] - 0s 16ms/step >27, 332/693, d1=0.642, d2=0.502 g=1.122 2/2 [==============================] - 0s 18ms/step >27, 333/693, d1=0.689, d2=0.580 g=1.062 2/2 [==============================] - 0s 17ms/step >27, 334/693, d1=0.651, d2=0.699 g=1.083 2/2 [==============================] - 0s 18ms/step >27, 335/693, d1=0.621, d2=0.631 g=1.072 2/2 [==============================] - 0s 16ms/step >27, 336/693, d1=0.581, d2=0.571 g=0.996 2/2 [==============================] - 0s 19ms/step >27, 337/693, d1=0.629, d2=0.539 g=1.086 2/2 [==============================] - 0s 17ms/step >27, 338/693, d1=0.644, d2=0.591 g=1.048 2/2 [==============================] - 0s 19ms/step >27, 339/693, d1=0.624, d2=0.631 g=1.097 2/2 [==============================] - 0s 16ms/step >27, 340/693, d1=0.570, d2=0.702 g=1.189 2/2 [==============================] - 0s 17ms/step >27, 341/693, d1=0.568, d2=0.596 g=1.075 2/2 [==============================] - 0s 17ms/step >27, 342/693, d1=0.585, d2=0.567 g=1.071 2/2 [==============================] - 0s 17ms/step >27, 343/693, d1=0.574, d2=0.537 g=1.159 2/2 [==============================] - 0s 17ms/step >27, 344/693, d1=0.581, d2=0.603 g=1.065 2/2 [==============================] - 0s 16ms/step >27, 345/693, d1=0.656, d2=0.607 g=0.969 2/2 [==============================] - 0s 17ms/step >27, 346/693, d1=0.578, d2=0.643 g=1.069 2/2 [==============================] - 0s 17ms/step >27, 347/693, d1=0.664, d2=0.656 g=1.032 2/2 [==============================] - 0s 18ms/step >27, 348/693, d1=0.638, d2=0.673 g=1.047 2/2 [==============================] - 0s 18ms/step >27, 349/693, d1=0.594, d2=0.645 g=1.145 2/2 [==============================] - 0s 20ms/step >27, 350/693, d1=0.647, d2=0.620 g=1.062 2/2 [==============================] - 0s 18ms/step >27, 351/693, d1=0.648, d2=0.504 g=1.042 2/2 [==============================] - 0s 17ms/step >27, 352/693, d1=0.570, d2=0.664 g=1.009 2/2 [==============================] - 0s 18ms/step >27, 353/693, d1=0.573, d2=0.671 g=0.977 2/2 [==============================] - 0s 17ms/step >27, 354/693, d1=0.727, d2=0.620 g=1.087 2/2 [==============================] - 0s 18ms/step >27, 355/693, d1=0.655, d2=0.571 g=1.032 2/2 [==============================] - 0s 17ms/step >27, 356/693, d1=0.554, d2=0.616 g=1.072 2/2 [==============================] - 0s 18ms/step >27, 357/693, d1=0.552, d2=0.681 g=1.004 2/2 [==============================] - 0s 17ms/step >27, 358/693, d1=0.560, d2=0.609 g=1.134 2/2 [==============================] - 0s 17ms/step >27, 359/693, d1=0.690, d2=0.634 g=1.132 2/2 [==============================] - 0s 17ms/step >27, 360/693, d1=0.615, d2=0.547 g=1.095 2/2 [==============================] - 0s 18ms/step >27, 361/693, d1=0.674, d2=0.566 g=0.989 2/2 [==============================] - 0s 17ms/step >27, 362/693, d1=0.557, d2=0.556 g=1.022 2/2 [==============================] - 0s 16ms/step >27, 363/693, d1=0.597, d2=0.602 g=1.010 2/2 [==============================] - 0s 17ms/step >27, 364/693, d1=0.554, d2=0.706 g=1.093 2/2 [==============================] - 0s 17ms/step >27, 365/693, d1=0.635, d2=0.543 g=1.215 2/2 [==============================] - 0s 17ms/step >27, 366/693, d1=0.664, d2=0.602 g=1.153 2/2 [==============================] - 0s 17ms/step >27, 367/693, d1=0.665, d2=0.609 g=1.090 2/2 [==============================] - 0s 17ms/step >27, 368/693, d1=0.586, d2=0.522 g=1.064 2/2 [==============================] - 0s 17ms/step >27, 369/693, d1=0.568, d2=0.503 g=1.071 2/2 [==============================] - 0s 18ms/step >27, 370/693, d1=0.607, d2=0.585 g=1.063 2/2 [==============================] - 0s 17ms/step >27, 371/693, d1=0.615, d2=0.686 g=1.063 2/2 [==============================] - 0s 15ms/step >27, 372/693, d1=0.643, d2=0.610 g=1.031 2/2 [==============================] - 0s 16ms/step >27, 373/693, d1=0.603, d2=0.599 g=1.008 2/2 [==============================] - 0s 18ms/step >27, 374/693, d1=0.576, d2=0.556 g=1.222 2/2 [==============================] - 0s 16ms/step >27, 375/693, d1=0.486, d2=0.481 g=1.122 2/2 [==============================] - 0s 18ms/step >27, 376/693, d1=0.616, d2=0.609 g=1.051 2/2 [==============================] - 0s 17ms/step >27, 377/693, d1=0.479, d2=0.728 g=1.135 2/2 [==============================] - 0s 17ms/step >27, 378/693, d1=0.678, d2=0.652 g=1.120 2/2 [==============================] - 0s 18ms/step >27, 379/693, d1=0.552, d2=0.613 g=1.103 2/2 [==============================] - 0s 18ms/step >27, 380/693, d1=0.633, d2=0.613 g=1.175 2/2 [==============================] - 0s 18ms/step >27, 381/693, d1=0.550, d2=0.479 g=1.031 2/2 [==============================] - 0s 18ms/step >27, 382/693, d1=0.564, d2=0.557 g=1.142 2/2 [==============================] - 0s 17ms/step >27, 383/693, d1=0.567, d2=0.521 g=1.030 2/2 [==============================] - 0s 16ms/step >27, 384/693, d1=0.564, d2=0.595 g=1.017 2/2 [==============================] - 0s 17ms/step >27, 385/693, d1=0.631, d2=0.583 g=1.053 2/2 [==============================] - 0s 18ms/step >27, 386/693, d1=0.647, d2=0.655 g=1.059 2/2 [==============================] - 0s 17ms/step >27, 387/693, d1=0.583, d2=0.606 g=1.094 2/2 [==============================] - 0s 17ms/step >27, 388/693, d1=0.633, d2=0.619 g=1.077 2/2 [==============================] - 0s 17ms/step >27, 389/693, d1=0.619, d2=0.533 g=1.115 2/2 [==============================] - 0s 18ms/step >27, 390/693, d1=0.587, d2=0.602 g=1.100 2/2 [==============================] - 0s 17ms/step >27, 391/693, d1=0.581, d2=0.559 g=1.121 2/2 [==============================] - 0s 18ms/step >27, 392/693, d1=0.564, d2=0.676 g=1.025 2/2 [==============================] - 0s 16ms/step >27, 393/693, d1=0.594, d2=0.611 g=1.012 2/2 [==============================] - 0s 19ms/step >27, 394/693, d1=0.632, d2=0.577 g=1.050 2/2 [==============================] - 0s 18ms/step >27, 395/693, d1=0.601, d2=0.542 g=1.118 2/2 [==============================] - 0s 18ms/step >27, 396/693, d1=0.592, d2=0.566 g=1.009 2/2 [==============================] - 0s 16ms/step >27, 397/693, d1=0.619, d2=0.667 g=1.033 2/2 [==============================] - 0s 18ms/step >27, 398/693, d1=0.658, d2=0.626 g=1.052 2/2 [==============================] - 0s 18ms/step >27, 399/693, d1=0.602, d2=0.570 g=1.173 2/2 [==============================] - 0s 17ms/step >27, 400/693, d1=0.575, d2=0.648 g=1.012 2/2 [==============================] - 0s 16ms/step >27, 401/693, d1=0.576, d2=0.582 g=1.039 2/2 [==============================] - 0s 17ms/step >27, 402/693, d1=0.614, d2=0.633 g=1.065 2/2 [==============================] - 0s 17ms/step >27, 403/693, d1=0.542, d2=0.576 g=1.139 2/2 [==============================] - 0s 18ms/step >27, 404/693, d1=0.587, d2=0.572 g=1.119 2/2 [==============================] - 0s 17ms/step >27, 405/693, d1=0.645, d2=0.556 g=1.101 2/2 [==============================] - 0s 17ms/step >27, 406/693, d1=0.605, d2=0.626 g=1.101 2/2 [==============================] - 0s 17ms/step >27, 407/693, d1=0.662, d2=0.598 g=1.073 2/2 [==============================] - 0s 17ms/step >27, 408/693, d1=0.582, d2=0.591 g=1.138 2/2 [==============================] - 0s 18ms/step >27, 409/693, d1=0.567, d2=0.482 g=1.145 2/2 [==============================] - 0s 17ms/step >27, 410/693, d1=0.600, d2=0.536 g=1.064 2/2 [==============================] - 0s 17ms/step >27, 411/693, d1=0.477, d2=0.540 g=1.069 2/2 [==============================] - 0s 18ms/step >27, 412/693, d1=0.595, d2=0.684 g=1.068 2/2 [==============================] - 0s 19ms/step >27, 413/693, d1=0.590, d2=0.535 g=1.179 2/2 [==============================] - 0s 19ms/step >27, 414/693, d1=0.547, d2=0.647 g=1.158 2/2 [==============================] - 0s 17ms/step >27, 415/693, d1=0.681, d2=0.599 g=1.147 2/2 [==============================] - 0s 17ms/step >27, 416/693, d1=0.642, d2=0.478 g=1.074 2/2 [==============================] - 0s 17ms/step >27, 417/693, d1=0.631, d2=0.574 g=1.031 2/2 [==============================] - 0s 17ms/step >27, 418/693, d1=0.601, d2=0.646 g=1.069 2/2 [==============================] - 0s 17ms/step >27, 419/693, d1=0.617, d2=0.561 g=1.085 2/2 [==============================] - 0s 16ms/step >27, 420/693, d1=0.589, d2=0.630 g=1.034 2/2 [==============================] - 0s 17ms/step >27, 421/693, d1=0.578, d2=0.678 g=1.072 2/2 [==============================] - 0s 16ms/step >27, 422/693, d1=0.630, d2=0.572 g=1.022 2/2 [==============================] - 0s 16ms/step >27, 423/693, d1=0.568, d2=0.563 g=1.071 2/2 [==============================] - 0s 17ms/step >27, 424/693, d1=0.603, d2=0.574 g=1.135 2/2 [==============================] - 0s 16ms/step >27, 425/693, d1=0.672, d2=0.603 g=1.126 2/2 [==============================] - 0s 17ms/step >27, 426/693, d1=0.664, d2=0.634 g=1.072 2/2 [==============================] - 0s 18ms/step >27, 427/693, d1=0.594, d2=0.640 g=1.026 2/2 [==============================] - 0s 16ms/step >27, 428/693, d1=0.591, d2=0.609 g=1.114 2/2 [==============================] - 0s 21ms/step >27, 429/693, d1=0.562, d2=0.562 g=1.044 2/2 [==============================] - 0s 18ms/step >27, 430/693, d1=0.649, d2=0.514 g=1.043 2/2 [==============================] - 0s 17ms/step >27, 431/693, d1=0.580, d2=0.540 g=1.033 2/2 [==============================] - 0s 18ms/step >27, 432/693, d1=0.569, d2=0.602 g=1.043 2/2 [==============================] - 0s 18ms/step >27, 433/693, d1=0.530, d2=0.650 g=1.046 2/2 [==============================] - 0s 19ms/step >27, 434/693, d1=0.614, d2=0.589 g=1.052 2/2 [==============================] - 0s 18ms/step >27, 435/693, d1=0.554, d2=0.616 g=1.131 2/2 [==============================] - 0s 17ms/step >27, 436/693, d1=0.626, d2=0.634 g=1.120 2/2 [==============================] - 0s 19ms/step >27, 437/693, d1=0.607, d2=0.553 g=1.117 2/2 [==============================] - 0s 19ms/step >27, 438/693, d1=0.560, d2=0.589 g=1.147 2/2 [==============================] - 0s 20ms/step >27, 439/693, d1=0.612, d2=0.600 g=1.068 2/2 [==============================] - 0s 18ms/step >27, 440/693, d1=0.614, d2=0.596 g=1.129 2/2 [==============================] - 0s 19ms/step >27, 441/693, d1=0.626, d2=0.602 g=1.186 2/2 [==============================] - 0s 17ms/step >27, 442/693, d1=0.562, d2=0.560 g=1.067 2/2 [==============================] - 0s 18ms/step >27, 443/693, d1=0.609, d2=0.629 g=1.103 2/2 [==============================] - 0s 19ms/step >27, 444/693, d1=0.702, d2=0.644 g=1.091 2/2 [==============================] - 0s 19ms/step >27, 445/693, d1=0.511, d2=0.605 g=1.092 2/2 [==============================] - 0s 18ms/step >27, 446/693, d1=0.603, d2=0.584 g=1.060 2/2 [==============================] - 0s 19ms/step >27, 447/693, d1=0.630, d2=0.539 g=1.005 2/2 [==============================] - 0s 19ms/step >27, 448/693, d1=0.550, d2=0.673 g=1.130 2/2 [==============================] - 0s 19ms/step >27, 449/693, d1=0.641, d2=0.610 g=1.099 2/2 [==============================] - 0s 22ms/step >27, 450/693, d1=0.593, d2=0.601 g=1.126 2/2 [==============================] - 0s 19ms/step >27, 451/693, d1=0.545, d2=0.565 g=1.101 2/2 [==============================] - 0s 19ms/step >27, 452/693, d1=0.621, d2=0.598 g=1.102 2/2 [==============================] - 0s 20ms/step >27, 453/693, d1=0.635, d2=0.579 g=1.115 2/2 [==============================] - 0s 20ms/step >27, 454/693, d1=0.647, d2=0.590 g=1.081 2/2 [==============================] - 0s 20ms/step >27, 455/693, d1=0.675, d2=0.598 g=0.975 2/2 [==============================] - 0s 18ms/step >27, 456/693, d1=0.567, d2=0.665 g=1.033 2/2 [==============================] - 0s 19ms/step >27, 457/693, d1=0.552, d2=0.614 g=1.018 2/2 [==============================] - 0s 17ms/step >27, 458/693, d1=0.571, d2=0.592 g=1.078 2/2 [==============================] - 0s 19ms/step >27, 459/693, d1=0.571, d2=0.580 g=1.135 2/2 [==============================] - 0s 21ms/step >27, 460/693, d1=0.684, d2=0.555 g=1.165 2/2 [==============================] - 0s 17ms/step >27, 461/693, d1=0.657, d2=0.556 g=1.155 2/2 [==============================] - 0s 16ms/step >27, 462/693, d1=0.615, d2=0.601 g=1.062 2/2 [==============================] - 0s 17ms/step >27, 463/693, d1=0.533, d2=0.679 g=1.058 2/2 [==============================] - 0s 19ms/step >27, 464/693, d1=0.510, d2=0.672 g=1.169 2/2 [==============================] - 0s 17ms/step >27, 465/693, d1=0.738, d2=0.607 g=1.185 2/2 [==============================] - 0s 17ms/step >27, 466/693, d1=0.599, d2=0.515 g=1.193 2/2 [==============================] - 0s 16ms/step >27, 467/693, d1=0.637, d2=0.560 g=1.112 2/2 [==============================] - 0s 16ms/step >27, 468/693, d1=0.569, d2=0.522 g=1.145 2/2 [==============================] - 0s 22ms/step >27, 469/693, d1=0.546, d2=0.514 g=1.100 2/2 [==============================] - 0s 17ms/step >27, 470/693, d1=0.680, d2=0.616 g=1.053 2/2 [==============================] - 0s 16ms/step >27, 471/693, d1=0.558, d2=0.677 g=1.139 2/2 [==============================] - 0s 17ms/step >27, 472/693, d1=0.573, d2=0.560 g=1.093 2/2 [==============================] - 0s 17ms/step >27, 473/693, d1=0.549, d2=0.656 g=1.015 2/2 [==============================] - 0s 17ms/step >27, 474/693, d1=0.667, d2=0.574 g=1.062 2/2 [==============================] - 0s 18ms/step >27, 475/693, d1=0.625, d2=0.613 g=1.093 2/2 [==============================] - 0s 18ms/step >27, 476/693, d1=0.622, d2=0.560 g=1.157 2/2 [==============================] - 0s 17ms/step >27, 477/693, d1=0.555, d2=0.635 g=1.065 2/2 [==============================] - 0s 16ms/step >27, 478/693, d1=0.538, d2=0.562 g=1.124 2/2 [==============================] - 0s 16ms/step >27, 479/693, d1=0.649, d2=0.539 g=1.076 2/2 [==============================] - 0s 17ms/step >27, 480/693, d1=0.617, d2=0.551 g=0.976 2/2 [==============================] - 0s 17ms/step >27, 481/693, d1=0.560, d2=0.628 g=1.005 2/2 [==============================] - 0s 17ms/step >27, 482/693, d1=0.580, d2=0.572 g=1.074 2/2 [==============================] - 0s 19ms/step >27, 483/693, d1=0.570, d2=0.597 g=1.097 2/2 [==============================] - 0s 19ms/step >27, 484/693, d1=0.606, d2=0.641 g=1.079 2/2 [==============================] - 0s 17ms/step >27, 485/693, d1=0.558, d2=0.604 g=1.075 2/2 [==============================] - 0s 20ms/step >27, 486/693, d1=0.555, d2=0.552 g=1.125 2/2 [==============================] - 0s 19ms/step >27, 487/693, d1=0.664, d2=0.573 g=1.128 2/2 [==============================] - 0s 18ms/step >27, 488/693, d1=0.684, d2=0.602 g=1.108 2/2 [==============================] - 0s 18ms/step >27, 489/693, d1=0.662, d2=0.580 g=1.167 2/2 [==============================] - 0s 17ms/step >27, 490/693, d1=0.622, d2=0.518 g=0.974 2/2 [==============================] - 0s 18ms/step >27, 491/693, d1=0.548, d2=0.561 g=1.063 2/2 [==============================] - 0s 17ms/step >27, 492/693, d1=0.585, d2=0.592 g=1.085 2/2 [==============================] - 0s 19ms/step >27, 493/693, d1=0.621, d2=0.649 g=1.121 2/2 [==============================] - 0s 18ms/step >27, 494/693, d1=0.582, d2=0.469 g=1.026 2/2 [==============================] - 0s 19ms/step >27, 495/693, d1=0.608, d2=0.601 g=1.035 2/2 [==============================] - 0s 18ms/step >27, 496/693, d1=0.545, d2=0.535 g=1.084 2/2 [==============================] - 0s 17ms/step >27, 497/693, d1=0.603, d2=0.583 g=1.019 2/2 [==============================] - 0s 19ms/step >27, 498/693, d1=0.594, d2=0.649 g=1.080 2/2 [==============================] - 0s 18ms/step >27, 499/693, d1=0.627, d2=0.640 g=1.127 2/2 [==============================] - 0s 20ms/step >27, 500/693, d1=0.575, d2=0.576 g=1.080 2/2 [==============================] - 0s 18ms/step >27, 501/693, d1=0.563, d2=0.647 g=1.107 2/2 [==============================] - 0s 17ms/step >27, 502/693, d1=0.592, d2=0.571 g=1.053 2/2 [==============================] - 0s 19ms/step >27, 503/693, d1=0.642, d2=0.563 g=1.129 2/2 [==============================] - 0s 16ms/step >27, 504/693, d1=0.608, d2=0.630 g=1.051 2/2 [==============================] - 0s 17ms/step >27, 505/693, d1=0.560, d2=0.633 g=1.150 2/2 [==============================] - 0s 16ms/step >27, 506/693, d1=0.575, d2=0.494 g=1.052 2/2 [==============================] - 0s 17ms/step >27, 507/693, d1=0.527, d2=0.635 g=1.131 2/2 [==============================] - 0s 17ms/step >27, 508/693, d1=0.628, d2=0.603 g=1.053 2/2 [==============================] - 0s 16ms/step >27, 509/693, d1=0.655, d2=0.517 g=1.155 2/2 [==============================] - 0s 16ms/step >27, 510/693, d1=0.621, d2=0.558 g=1.047 2/2 [==============================] - 0s 18ms/step >27, 511/693, d1=0.513, d2=0.587 g=1.090 2/2 [==============================] - 0s 18ms/step >27, 512/693, d1=0.546, d2=0.505 g=1.056 2/2 [==============================] - 0s 20ms/step >27, 513/693, d1=0.608, d2=0.616 g=1.043 2/2 [==============================] - 0s 17ms/step >27, 514/693, d1=0.620, d2=0.678 g=1.049 2/2 [==============================] - 0s 19ms/step >27, 515/693, d1=0.615, d2=0.563 g=1.124 2/2 [==============================] - 0s 18ms/step >27, 516/693, d1=0.616, d2=0.581 g=1.040 2/2 [==============================] - 0s 16ms/step >27, 517/693, d1=0.664, d2=0.564 g=0.951 2/2 [==============================] - 0s 16ms/step >27, 518/693, d1=0.476, d2=0.613 g=1.050 2/2 [==============================] - 0s 17ms/step >27, 519/693, d1=0.604, d2=0.619 g=1.089 2/2 [==============================] - 0s 19ms/step >27, 520/693, d1=0.634, d2=0.621 g=1.036 2/2 [==============================] - 0s 18ms/step >27, 521/693, d1=0.599, d2=0.570 g=1.047 2/2 [==============================] - 0s 18ms/step >27, 522/693, d1=0.579, d2=0.638 g=1.051 2/2 [==============================] - 0s 16ms/step >27, 523/693, d1=0.562, d2=0.564 g=1.001 2/2 [==============================] - 0s 16ms/step >27, 524/693, d1=0.637, d2=0.601 g=1.121 2/2 [==============================] - 0s 17ms/step >27, 525/693, d1=0.597, d2=0.620 g=1.052 2/2 [==============================] - 0s 17ms/step >27, 526/693, d1=0.562, d2=0.586 g=1.101 2/2 [==============================] - 0s 17ms/step >27, 527/693, d1=0.614, d2=0.554 g=1.123 2/2 [==============================] - 0s 17ms/step >27, 528/693, d1=0.586, d2=0.516 g=1.096 2/2 [==============================] - 0s 16ms/step >27, 529/693, d1=0.647, d2=0.631 g=1.072 2/2 [==============================] - 0s 17ms/step >27, 530/693, d1=0.578, d2=0.616 g=1.076 2/2 [==============================] - 0s 17ms/step >27, 531/693, d1=0.548, d2=0.600 g=1.039 2/2 [==============================] - 0s 18ms/step >27, 532/693, d1=0.582, d2=0.492 g=1.071 2/2 [==============================] - 0s 18ms/step >27, 533/693, d1=0.698, d2=0.634 g=1.032 2/2 [==============================] - 0s 16ms/step >27, 534/693, d1=0.609, d2=0.587 g=0.998 2/2 [==============================] - 0s 17ms/step >27, 535/693, d1=0.567, d2=0.638 g=1.047 2/2 [==============================] - 0s 18ms/step >27, 536/693, d1=0.619, d2=0.551 g=1.072 2/2 [==============================] - 0s 17ms/step >27, 537/693, d1=0.546, d2=0.608 g=1.033 2/2 [==============================] - 0s 16ms/step >27, 538/693, d1=0.495, d2=0.533 g=1.168 2/2 [==============================] - 0s 17ms/step >27, 539/693, d1=0.657, d2=0.592 g=1.121 2/2 [==============================] - 0s 18ms/step >27, 540/693, d1=0.598, d2=0.546 g=1.104 2/2 [==============================] - 0s 18ms/step >27, 541/693, d1=0.675, d2=0.584 g=1.126 2/2 [==============================] - 0s 16ms/step >27, 542/693, d1=0.587, d2=0.629 g=1.013 2/2 [==============================] - 0s 17ms/step >27, 543/693, d1=0.538, d2=0.671 g=1.061 2/2 [==============================] - 0s 19ms/step >27, 544/693, d1=0.608, d2=0.543 g=1.184 2/2 [==============================] - 0s 17ms/step >27, 545/693, d1=0.610, d2=0.545 g=1.034 2/2 [==============================] - 0s 17ms/step >27, 546/693, d1=0.593, d2=0.625 g=1.013 2/2 [==============================] - 0s 17ms/step >27, 547/693, d1=0.638, d2=0.686 g=1.209 2/2 [==============================] - 0s 16ms/step >27, 548/693, d1=0.561, d2=0.603 g=1.117 2/2 [==============================] - 0s 18ms/step >27, 549/693, d1=0.652, d2=0.491 g=1.118 2/2 [==============================] - 0s 16ms/step >27, 550/693, d1=0.602, d2=0.588 g=1.085 2/2 [==============================] - 0s 19ms/step >27, 551/693, d1=0.639, d2=0.495 g=1.057 2/2 [==============================] - 0s 20ms/step >27, 552/693, d1=0.624, d2=0.562 g=1.021 2/2 [==============================] - 0s 16ms/step >27, 553/693, d1=0.599, d2=0.577 g=0.988 2/2 [==============================] - 0s 18ms/step >27, 554/693, d1=0.481, d2=0.608 g=1.100 2/2 [==============================] - 0s 16ms/step >27, 555/693, d1=0.594, d2=0.662 g=1.129 2/2 [==============================] - 0s 18ms/step >27, 556/693, d1=0.570, d2=0.635 g=1.052 2/2 [==============================] - 0s 18ms/step >27, 557/693, d1=0.629, d2=0.590 g=1.108 2/2 [==============================] - 0s 16ms/step >27, 558/693, d1=0.615, d2=0.578 g=1.064 2/2 [==============================] - 0s 17ms/step >27, 559/693, d1=0.613, d2=0.601 g=1.130 2/2 [==============================] - 0s 17ms/step >27, 560/693, d1=0.670, d2=0.612 g=1.081 2/2 [==============================] - 0s 17ms/step >27, 561/693, d1=0.601, d2=0.629 g=1.065 2/2 [==============================] - 0s 16ms/step >27, 562/693, d1=0.703, d2=0.598 g=1.054 2/2 [==============================] - 0s 16ms/step >27, 563/693, d1=0.597, d2=0.591 g=1.061 2/2 [==============================] - 0s 17ms/step >27, 564/693, d1=0.544, d2=0.608 g=1.083 2/2 [==============================] - 0s 16ms/step >27, 565/693, d1=0.642, d2=0.590 g=1.099 2/2 [==============================] - 0s 16ms/step >27, 566/693, d1=0.594, d2=0.548 g=1.180 2/2 [==============================] - 0s 16ms/step >27, 567/693, d1=0.627, d2=0.623 g=1.099 2/2 [==============================] - 0s 17ms/step >27, 568/693, d1=0.696, d2=0.531 g=1.066 2/2 [==============================] - 0s 18ms/step >27, 569/693, d1=0.587, d2=0.614 g=1.051 2/2 [==============================] - 0s 17ms/step >27, 570/693, d1=0.580, d2=0.617 g=1.048 2/2 [==============================] - 0s 17ms/step >27, 571/693, d1=0.619, d2=0.585 g=1.153 2/2 [==============================] - 0s 17ms/step >27, 572/693, d1=0.627, d2=0.590 g=1.046 2/2 [==============================] - 0s 19ms/step >27, 573/693, d1=0.563, d2=0.571 g=1.079 2/2 [==============================] - 0s 16ms/step >27, 574/693, d1=0.682, d2=0.534 g=1.144 2/2 [==============================] - 0s 19ms/step >27, 575/693, d1=0.583, d2=0.551 g=1.105 2/2 [==============================] - 0s 16ms/step >27, 576/693, d1=0.642, d2=0.555 g=1.048 2/2 [==============================] - 0s 17ms/step >27, 577/693, d1=0.512, d2=0.668 g=1.129 2/2 [==============================] - 0s 18ms/step >27, 578/693, d1=0.609, d2=0.605 g=1.185 2/2 [==============================] - 0s 17ms/step >27, 579/693, d1=0.662, d2=0.542 g=1.078 2/2 [==============================] - 0s 16ms/step >27, 580/693, d1=0.631, d2=0.514 g=1.127 2/2 [==============================] - 0s 16ms/step >27, 581/693, d1=0.680, d2=0.687 g=1.182 2/2 [==============================] - 0s 17ms/step >27, 582/693, d1=0.569, d2=0.511 g=1.144 2/2 [==============================] - 0s 16ms/step >27, 583/693, d1=0.702, d2=0.588 g=1.059 2/2 [==============================] - 0s 17ms/step >27, 584/693, d1=0.606, d2=0.553 g=0.999 2/2 [==============================] - 0s 17ms/step >27, 585/693, d1=0.528, d2=0.526 g=1.075 2/2 [==============================] - 0s 17ms/step >27, 586/693, d1=0.507, d2=0.661 g=1.074 2/2 [==============================] - 0s 16ms/step >27, 587/693, d1=0.616, d2=0.594 g=1.089 2/2 [==============================] - 0s 17ms/step >27, 588/693, d1=0.614, d2=0.537 g=1.136 2/2 [==============================] - 0s 17ms/step >27, 589/693, d1=0.586, d2=0.610 g=0.998 2/2 [==============================] - 0s 17ms/step >27, 590/693, d1=0.550, d2=0.506 g=1.156 2/2 [==============================] - 0s 17ms/step >27, 591/693, d1=0.560, d2=0.555 g=1.114 2/2 [==============================] - 0s 18ms/step >27, 592/693, d1=0.593, d2=0.589 g=1.072 2/2 [==============================] - 0s 20ms/step >27, 593/693, d1=0.693, d2=0.617 g=1.036 2/2 [==============================] - 0s 17ms/step >27, 594/693, d1=0.570, d2=0.569 g=1.071 2/2 [==============================] - 0s 18ms/step >27, 595/693, d1=0.592, d2=0.593 g=1.130 2/2 [==============================] - 0s 18ms/step >27, 596/693, d1=0.572, d2=0.645 g=1.108 2/2 [==============================] - 0s 17ms/step >27, 597/693, d1=0.604, d2=0.598 g=1.043 2/2 [==============================] - 0s 16ms/step >27, 598/693, d1=0.552, d2=0.577 g=1.038 2/2 [==============================] - 0s 16ms/step >27, 599/693, d1=0.614, d2=0.578 g=1.070 2/2 [==============================] - 0s 18ms/step >27, 600/693, d1=0.607, d2=0.567 g=1.115 2/2 [==============================] - 0s 17ms/step >27, 601/693, d1=0.602, d2=0.589 g=1.071 2/2 [==============================] - 0s 17ms/step >27, 602/693, d1=0.588, d2=0.533 g=1.126 2/2 [==============================] - 0s 17ms/step >27, 603/693, d1=0.620, d2=0.632 g=1.034 2/2 [==============================] - 0s 16ms/step >27, 604/693, d1=0.572, d2=0.598 g=1.023 2/2 [==============================] - 0s 15ms/step >27, 605/693, d1=0.573, d2=0.601 g=0.971 2/2 [==============================] - 0s 18ms/step >27, 606/693, d1=0.620, d2=0.635 g=1.032 2/2 [==============================] - 0s 16ms/step >27, 607/693, d1=0.543, d2=0.631 g=1.066 2/2 [==============================] - 0s 19ms/step >27, 608/693, d1=0.536, d2=0.587 g=1.069 2/2 [==============================] - 0s 17ms/step >27, 609/693, d1=0.646, d2=0.598 g=1.072 2/2 [==============================] - 0s 16ms/step >27, 610/693, d1=0.640, d2=0.640 g=1.018 2/2 [==============================] - 0s 18ms/step >27, 611/693, d1=0.626, d2=0.590 g=1.058 2/2 [==============================] - 0s 17ms/step >27, 612/693, d1=0.496, d2=0.581 g=1.101 2/2 [==============================] - 0s 16ms/step >27, 613/693, d1=0.603, d2=0.577 g=1.127 2/2 [==============================] - 0s 17ms/step >27, 614/693, d1=0.610, d2=0.553 g=0.968 2/2 [==============================] - 0s 17ms/step >27, 615/693, d1=0.618, d2=0.545 g=1.043 2/2 [==============================] - 0s 17ms/step >27, 616/693, d1=0.540, d2=0.588 g=1.180 2/2 [==============================] - 0s 16ms/step >27, 617/693, d1=0.687, d2=0.668 g=1.003 2/2 [==============================] - 0s 18ms/step >27, 618/693, d1=0.554, d2=0.617 g=1.074 2/2 [==============================] - 0s 17ms/step >27, 619/693, d1=0.561, d2=0.600 g=0.968 2/2 [==============================] - 0s 17ms/step >27, 620/693, d1=0.624, d2=0.616 g=1.055 2/2 [==============================] - 0s 17ms/step >27, 621/693, d1=0.501, d2=0.693 g=1.124 2/2 [==============================] - 0s 16ms/step >27, 622/693, d1=0.621, d2=0.463 g=1.210 2/2 [==============================] - 0s 17ms/step >27, 623/693, d1=0.660, d2=0.463 g=1.070 2/2 [==============================] - 0s 16ms/step >27, 624/693, d1=0.558, d2=0.567 g=1.035 2/2 [==============================] - 0s 16ms/step >27, 625/693, d1=0.615, d2=0.675 g=1.040 2/2 [==============================] - 0s 17ms/step >27, 626/693, d1=0.641, d2=0.609 g=1.044 2/2 [==============================] - 0s 17ms/step >27, 627/693, d1=0.547, d2=0.630 g=1.153 2/2 [==============================] - 0s 18ms/step >27, 628/693, d1=0.608, d2=0.571 g=1.059 2/2 [==============================] - 0s 17ms/step >27, 629/693, d1=0.573, d2=0.636 g=1.057 2/2 [==============================] - 0s 18ms/step >27, 630/693, d1=0.562, d2=0.571 g=1.115 2/2 [==============================] - 0s 16ms/step >27, 631/693, d1=0.668, d2=0.575 g=1.117 2/2 [==============================] - 0s 17ms/step >27, 632/693, d1=0.528, d2=0.543 g=1.142 2/2 [==============================] - 0s 16ms/step >27, 633/693, d1=0.617, d2=0.600 g=1.043 2/2 [==============================] - 0s 17ms/step >27, 634/693, d1=0.644, d2=0.630 g=1.069 2/2 [==============================] - 0s 17ms/step >27, 635/693, d1=0.593, d2=0.574 g=1.273 2/2 [==============================] - 0s 18ms/step >27, 636/693, d1=0.612, d2=0.517 g=1.106 2/2 [==============================] - 0s 17ms/step >27, 637/693, d1=0.569, d2=0.582 g=1.079 2/2 [==============================] - 0s 18ms/step >27, 638/693, d1=0.517, d2=0.529 g=1.029 2/2 [==============================] - 0s 17ms/step >27, 639/693, d1=0.560, d2=0.661 g=1.116 2/2 [==============================] - 0s 18ms/step >27, 640/693, d1=0.675, d2=0.611 g=1.042 2/2 [==============================] - 0s 16ms/step >27, 641/693, d1=0.609, d2=0.603 g=1.105 2/2 [==============================] - 0s 19ms/step >27, 642/693, d1=0.677, d2=0.550 g=0.987 2/2 [==============================] - 0s 18ms/step >27, 643/693, d1=0.557, d2=0.550 g=1.041 2/2 [==============================] - 0s 17ms/step >27, 644/693, d1=0.563, d2=0.564 g=1.026 2/2 [==============================] - 0s 17ms/step >27, 645/693, d1=0.606, d2=0.533 g=1.041 2/2 [==============================] - 0s 17ms/step >27, 646/693, d1=0.575, d2=0.659 g=1.074 2/2 [==============================] - 0s 17ms/step >27, 647/693, d1=0.536, d2=0.518 g=1.089 2/2 [==============================] - 0s 18ms/step >27, 648/693, d1=0.608, d2=0.561 g=1.107 2/2 [==============================] - 0s 17ms/step >27, 649/693, d1=0.633, d2=0.657 g=1.269 2/2 [==============================] - 0s 17ms/step >27, 650/693, d1=0.608, d2=0.504 g=1.206 2/2 [==============================] - 0s 18ms/step >27, 651/693, d1=0.644, d2=0.567 g=1.272 2/2 [==============================] - 0s 16ms/step >27, 652/693, d1=0.607, d2=0.482 g=1.223 2/2 [==============================] - 0s 17ms/step >27, 653/693, d1=0.477, d2=0.624 g=1.100 2/2 [==============================] - 0s 17ms/step >27, 654/693, d1=0.515, d2=0.653 g=1.154 2/2 [==============================] - 0s 16ms/step >27, 655/693, d1=0.614, d2=0.533 g=1.082 2/2 [==============================] - 0s 18ms/step >27, 656/693, d1=0.629, d2=0.590 g=1.087 2/2 [==============================] - 0s 17ms/step >27, 657/693, d1=0.632, d2=0.670 g=1.027 2/2 [==============================] - 0s 17ms/step >27, 658/693, d1=0.519, d2=0.604 g=1.061 2/2 [==============================] - 0s 17ms/step >27, 659/693, d1=0.664, d2=0.608 g=1.111 2/2 [==============================] - 0s 17ms/step >27, 660/693, d1=0.581, d2=0.532 g=1.048 2/2 [==============================] - 0s 17ms/step >27, 661/693, d1=0.612, d2=0.649 g=1.025 2/2 [==============================] - 0s 16ms/step >27, 662/693, d1=0.630, d2=0.600 g=1.039 2/2 [==============================] - 0s 17ms/step >27, 663/693, d1=0.622, d2=0.655 g=1.217 2/2 [==============================] - 0s 18ms/step >27, 664/693, d1=0.599, d2=0.568 g=1.050 2/2 [==============================] - 0s 17ms/step >27, 665/693, d1=0.554, d2=0.602 g=1.107 2/2 [==============================] - 0s 16ms/step >27, 666/693, d1=0.590, d2=0.567 g=1.148 2/2 [==============================] - 0s 17ms/step >27, 667/693, d1=0.616, d2=0.582 g=1.191 2/2 [==============================] - 0s 17ms/step >27, 668/693, d1=0.566, d2=0.526 g=1.115 2/2 [==============================] - 0s 16ms/step >27, 669/693, d1=0.611, d2=0.641 g=1.088 2/2 [==============================] - 0s 17ms/step >27, 670/693, d1=0.680, d2=0.565 g=0.957 2/2 [==============================] - 0s 16ms/step >27, 671/693, d1=0.498, d2=0.699 g=1.068 2/2 [==============================] - 0s 16ms/step >27, 672/693, d1=0.617, d2=0.657 g=1.036 2/2 [==============================] - 0s 16ms/step >27, 673/693, d1=0.593, d2=0.531 g=1.025 2/2 [==============================] - 0s 17ms/step >27, 674/693, d1=0.673, d2=0.598 g=1.112 2/2 [==============================] - 0s 16ms/step >27, 675/693, d1=0.644, d2=0.637 g=1.120 2/2 [==============================] - 0s 15ms/step >27, 676/693, d1=0.677, d2=0.615 g=1.138 2/2 [==============================] - 0s 16ms/step >27, 677/693, d1=0.567, d2=0.536 g=1.112 2/2 [==============================] - 0s 17ms/step >27, 678/693, d1=0.587, d2=0.568 g=1.024 2/2 [==============================] - 0s 17ms/step >27, 679/693, d1=0.654, d2=0.651 g=1.086 2/2 [==============================] - 0s 18ms/step >27, 680/693, d1=0.572, d2=0.514 g=1.020 2/2 [==============================] - 0s 18ms/step >27, 681/693, d1=0.542, d2=0.623 g=0.971 2/2 [==============================] - 0s 17ms/step >27, 682/693, d1=0.557, d2=0.561 g=1.050 2/2 [==============================] - 0s 16ms/step >27, 683/693, d1=0.532, d2=0.570 g=1.086 2/2 [==============================] - 0s 17ms/step >27, 684/693, d1=0.669, d2=0.686 g=1.091 2/2 [==============================] - 0s 17ms/step >27, 685/693, d1=0.731, d2=0.589 g=1.125 2/2 [==============================] - 0s 19ms/step >27, 686/693, d1=0.571, d2=0.571 g=1.187 2/2 [==============================] - 0s 17ms/step >27, 687/693, d1=0.629, d2=0.570 g=1.060 2/2 [==============================] - 0s 19ms/step >27, 688/693, d1=0.671, d2=0.625 g=1.089 2/2 [==============================] - 0s 17ms/step >27, 689/693, d1=0.616, d2=0.604 g=1.178 2/2 [==============================] - 0s 17ms/step >27, 690/693, d1=0.597, d2=0.567 g=1.106 2/2 [==============================] - 0s 17ms/step >27, 691/693, d1=0.613, d2=0.613 g=1.046 2/2 [==============================] - 0s 15ms/step >27, 692/693, d1=0.543, d2=0.618 g=1.120 2/2 [==============================] - 0s 16ms/step >27, 693/693, d1=0.626, d2=0.573 g=1.067 2/2 [==============================] - 0s 16ms/step >28, 1/693, d1=0.631, d2=0.624 g=1.105 2/2 [==============================] - 0s 18ms/step >28, 2/693, d1=0.552, d2=0.596 g=1.103 2/2 [==============================] - 0s 17ms/step >28, 3/693, d1=0.520, d2=0.672 g=1.209 2/2 [==============================] - 0s 17ms/step >28, 4/693, d1=0.662, d2=0.537 g=1.169 2/2 [==============================] - 0s 17ms/step >28, 5/693, d1=0.695, d2=0.559 g=1.090 2/2 [==============================] - 0s 18ms/step >28, 6/693, d1=0.626, d2=0.626 g=1.002 2/2 [==============================] - 0s 17ms/step >28, 7/693, d1=0.485, d2=0.622 g=1.139 2/2 [==============================] - 0s 17ms/step >28, 8/693, d1=0.564, d2=0.594 g=1.009 2/2 [==============================] - 0s 17ms/step >28, 9/693, d1=0.596, d2=0.576 g=1.111 2/2 [==============================] - 0s 16ms/step >28, 10/693, d1=0.635, d2=0.566 g=1.079 2/2 [==============================] - 0s 16ms/step >28, 11/693, d1=0.618, d2=0.545 g=1.076 2/2 [==============================] - 0s 18ms/step >28, 12/693, d1=0.654, d2=0.600 g=1.073 2/2 [==============================] - 0s 17ms/step >28, 13/693, d1=0.506, d2=0.689 g=1.096 2/2 [==============================] - 0s 17ms/step >28, 14/693, d1=0.682, d2=0.602 g=1.103 2/2 [==============================] - 0s 18ms/step >28, 15/693, d1=0.599, d2=0.624 g=1.051 2/2 [==============================] - 0s 17ms/step >28, 16/693, d1=0.554, d2=0.616 g=1.073 2/2 [==============================] - 0s 18ms/step >28, 17/693, d1=0.519, d2=0.560 g=1.171 2/2 [==============================] - 0s 18ms/step >28, 18/693, d1=0.602, d2=0.507 g=1.154 2/2 [==============================] - 0s 19ms/step >28, 19/693, d1=0.563, d2=0.520 g=1.109 2/2 [==============================] - 0s 16ms/step >28, 20/693, d1=0.651, d2=0.543 g=1.058 2/2 [==============================] - 0s 16ms/step >28, 21/693, d1=0.562, d2=0.584 g=1.102 2/2 [==============================] - 0s 17ms/step >28, 22/693, d1=0.629, d2=0.657 g=1.158 2/2 [==============================] - 0s 16ms/step >28, 23/693, d1=0.655, d2=0.540 g=1.119 2/2 [==============================] - 0s 17ms/step >28, 24/693, d1=0.687, d2=0.494 g=1.165 2/2 [==============================] - 0s 17ms/step >28, 25/693, d1=0.561, d2=0.661 g=1.017 2/2 [==============================] - 0s 17ms/step >28, 26/693, d1=0.581, d2=0.634 g=1.174 2/2 [==============================] - 0s 17ms/step >28, 27/693, d1=0.644, d2=0.625 g=1.122 2/2 [==============================] - 0s 17ms/step >28, 28/693, d1=0.547, d2=0.499 g=0.997 2/2 [==============================] - 0s 17ms/step >28, 29/693, d1=0.567, d2=0.639 g=1.082 2/2 [==============================] - 0s 17ms/step >28, 30/693, d1=0.611, d2=0.583 g=0.980 2/2 [==============================] - 0s 16ms/step >28, 31/693, d1=0.470, d2=0.617 g=1.077 2/2 [==============================] - 0s 16ms/step >28, 32/693, d1=0.550, d2=0.620 g=1.185 2/2 [==============================] - 0s 16ms/step >28, 33/693, d1=0.580, d2=0.662 g=1.096 2/2 [==============================] - 0s 18ms/step >28, 34/693, d1=0.704, d2=0.633 g=0.980 2/2 [==============================] - 0s 17ms/step >28, 35/693, d1=0.598, d2=0.515 g=1.065 2/2 [==============================] - 0s 17ms/step >28, 36/693, d1=0.601, d2=0.583 g=0.993 2/2 [==============================] - 0s 18ms/step >28, 37/693, d1=0.616, d2=0.657 g=1.137 2/2 [==============================] - 0s 17ms/step >28, 38/693, d1=0.637, d2=0.615 g=0.994 2/2 [==============================] - 0s 18ms/step >28, 39/693, d1=0.521, d2=0.605 g=1.065 2/2 [==============================] - 0s 19ms/step >28, 40/693, d1=0.635, d2=0.617 g=1.143 2/2 [==============================] - 0s 18ms/step >28, 41/693, d1=0.652, d2=0.532 g=1.086 2/2 [==============================] - 0s 16ms/step >28, 42/693, d1=0.602, d2=0.576 g=1.149 2/2 [==============================] - 0s 17ms/step >28, 43/693, d1=0.550, d2=0.570 g=1.137 2/2 [==============================] - 0s 18ms/step >28, 44/693, d1=0.688, d2=0.592 g=1.084 2/2 [==============================] - 0s 16ms/step >28, 45/693, d1=0.581, d2=0.623 g=1.105 2/2 [==============================] - 0s 16ms/step >28, 46/693, d1=0.574, d2=0.556 g=1.192 2/2 [==============================] - 0s 16ms/step >28, 47/693, d1=0.511, d2=0.599 g=1.131 2/2 [==============================] - 0s 17ms/step >28, 48/693, d1=0.590, d2=0.618 g=1.063 2/2 [==============================] - 0s 16ms/step >28, 49/693, d1=0.637, d2=0.606 g=1.201 2/2 [==============================] - 0s 18ms/step >28, 50/693, d1=0.633, d2=0.522 g=1.113 2/2 [==============================] - 0s 18ms/step >28, 51/693, d1=0.648, d2=0.550 g=1.080 2/2 [==============================] - 0s 17ms/step >28, 52/693, d1=0.576, d2=0.561 g=1.086 2/2 [==============================] - 0s 18ms/step >28, 53/693, d1=0.585, d2=0.577 g=1.153 2/2 [==============================] - 0s 18ms/step >28, 54/693, d1=0.571, d2=0.561 g=1.190 2/2 [==============================] - 0s 16ms/step >28, 55/693, d1=0.635, d2=0.624 g=1.146 2/2 [==============================] - 0s 16ms/step >28, 56/693, d1=0.605, d2=0.604 g=1.071 2/2 [==============================] - 0s 15ms/step >28, 57/693, d1=0.610, d2=0.616 g=1.141 2/2 [==============================] - 0s 18ms/step >28, 58/693, d1=0.681, d2=0.591 g=1.129 2/2 [==============================] - 0s 17ms/step >28, 59/693, d1=0.588, d2=0.483 g=1.125 2/2 [==============================] - 0s 16ms/step >28, 60/693, d1=0.577, d2=0.590 g=1.043 2/2 [==============================] - 0s 17ms/step >28, 61/693, d1=0.646, d2=0.651 g=0.945 2/2 [==============================] - 0s 16ms/step >28, 62/693, d1=0.489, d2=0.612 g=0.988 2/2 [==============================] - 0s 17ms/step >28, 63/693, d1=0.563, d2=0.622 g=1.053 2/2 [==============================] - 0s 19ms/step >28, 64/693, d1=0.584, d2=0.583 g=1.161 2/2 [==============================] - 0s 17ms/step >28, 65/693, d1=0.580, d2=0.652 g=1.073 2/2 [==============================] - 0s 16ms/step >28, 66/693, d1=0.655, d2=0.585 g=1.152 2/2 [==============================] - 0s 17ms/step >28, 67/693, d1=0.582, d2=0.538 g=1.047 2/2 [==============================] - 0s 17ms/step >28, 68/693, d1=0.637, d2=0.617 g=1.083 2/2 [==============================] - 0s 18ms/step >28, 69/693, d1=0.632, d2=0.598 g=1.190 2/2 [==============================] - 0s 19ms/step >28, 70/693, d1=0.542, d2=0.544 g=1.120 2/2 [==============================] - 0s 17ms/step >28, 71/693, d1=0.598, d2=0.594 g=1.090 2/2 [==============================] - 0s 16ms/step >28, 72/693, d1=0.571, d2=0.609 g=1.062 2/2 [==============================] - 0s 16ms/step >28, 73/693, d1=0.531, d2=0.602 g=1.041 2/2 [==============================] - 0s 16ms/step >28, 74/693, d1=0.558, d2=0.584 g=1.197 2/2 [==============================] - 0s 17ms/step >28, 75/693, d1=0.582, d2=0.534 g=1.108 2/2 [==============================] - 0s 18ms/step >28, 76/693, d1=0.688, d2=0.634 g=1.176 2/2 [==============================] - 0s 17ms/step >28, 77/693, d1=0.614, d2=0.542 g=1.082 2/2 [==============================] - 0s 16ms/step >28, 78/693, d1=0.604, d2=0.582 g=1.117 2/2 [==============================] - 0s 17ms/step >28, 79/693, d1=0.577, d2=0.578 g=1.031 2/2 [==============================] - 0s 16ms/step >28, 80/693, d1=0.606, d2=0.747 g=1.092 2/2 [==============================] - 0s 17ms/step >28, 81/693, d1=0.603, d2=0.560 g=1.116 2/2 [==============================] - 0s 18ms/step >28, 82/693, d1=0.594, d2=0.589 g=1.117 2/2 [==============================] - 0s 17ms/step >28, 83/693, d1=0.676, d2=0.551 g=1.033 2/2 [==============================] - 0s 17ms/step >28, 84/693, d1=0.607, d2=0.658 g=1.089 2/2 [==============================] - 0s 17ms/step >28, 85/693, d1=0.614, d2=0.564 g=1.092 2/2 [==============================] - 0s 17ms/step >28, 86/693, d1=0.522, d2=0.575 g=1.100 2/2 [==============================] - 0s 16ms/step >28, 87/693, d1=0.686, d2=0.534 g=1.076 2/2 [==============================] - 0s 16ms/step >28, 88/693, d1=0.567, d2=0.579 g=1.107 2/2 [==============================] - 0s 17ms/step >28, 89/693, d1=0.616, d2=0.704 g=1.045 2/2 [==============================] - 0s 17ms/step >28, 90/693, d1=0.614, d2=0.484 g=1.012 2/2 [==============================] - 0s 16ms/step >28, 91/693, d1=0.615, d2=0.598 g=1.081 2/2 [==============================] - 0s 17ms/step >28, 92/693, d1=0.537, d2=0.630 g=1.078 2/2 [==============================] - 0s 17ms/step >28, 93/693, d1=0.508, d2=0.626 g=1.087 2/2 [==============================] - 0s 16ms/step >28, 94/693, d1=0.592, d2=0.640 g=1.045 2/2 [==============================] - 0s 15ms/step >28, 95/693, d1=0.567, d2=0.556 g=1.074 2/2 [==============================] - 0s 16ms/step >28, 96/693, d1=0.610, d2=0.589 g=1.023 2/2 [==============================] - 0s 17ms/step >28, 97/693, d1=0.669, d2=0.544 g=1.101 2/2 [==============================] - 0s 16ms/step >28, 98/693, d1=0.575, d2=0.524 g=1.053 2/2 [==============================] - 0s 18ms/step >28, 99/693, d1=0.596, d2=0.546 g=1.118 2/2 [==============================] - 0s 17ms/step >28, 100/693, d1=0.554, d2=0.634 g=1.042 2/2 [==============================] - 0s 16ms/step >28, 101/693, d1=0.627, d2=0.537 g=1.015 2/2 [==============================] - 0s 18ms/step >28, 102/693, d1=0.560, d2=0.582 g=1.060 2/2 [==============================] - 0s 17ms/step >28, 103/693, d1=0.576, d2=0.645 g=1.173 2/2 [==============================] - 0s 17ms/step >28, 104/693, d1=0.656, d2=0.534 g=1.116 2/2 [==============================] - 0s 16ms/step >28, 105/693, d1=0.640, d2=0.658 g=1.079 2/2 [==============================] - 0s 17ms/step >28, 106/693, d1=0.583, d2=0.656 g=1.151 2/2 [==============================] - 0s 18ms/step >28, 107/693, d1=0.618, d2=0.616 g=1.237 2/2 [==============================] - 0s 17ms/step >28, 108/693, d1=0.686, d2=0.506 g=1.088 2/2 [==============================] - 0s 17ms/step >28, 109/693, d1=0.634, d2=0.529 g=0.993 2/2 [==============================] - 0s 17ms/step >28, 110/693, d1=0.544, d2=0.718 g=1.136 2/2 [==============================] - 0s 17ms/step >28, 111/693, d1=0.529, d2=0.518 g=1.028 2/2 [==============================] - 0s 17ms/step >28, 112/693, d1=0.532, d2=0.575 g=1.052 2/2 [==============================] - 0s 17ms/step >28, 113/693, d1=0.642, d2=0.584 g=1.158 2/2 [==============================] - 0s 16ms/step >28, 114/693, d1=0.602, d2=0.620 g=1.069 2/2 [==============================] - 0s 18ms/step >28, 115/693, d1=0.615, d2=0.510 g=1.050 2/2 [==============================] - 0s 16ms/step >28, 116/693, d1=0.720, d2=0.604 g=1.086 2/2 [==============================] - 0s 16ms/step >28, 117/693, d1=0.540, d2=0.599 g=1.030 2/2 [==============================] - 0s 17ms/step >28, 118/693, d1=0.613, d2=0.654 g=1.043 2/2 [==============================] - 0s 17ms/step >28, 119/693, d1=0.622, d2=0.575 g=1.008 2/2 [==============================] - 0s 18ms/step >28, 120/693, d1=0.614, d2=0.554 g=0.923 2/2 [==============================] - 0s 17ms/step >28, 121/693, d1=0.556, d2=0.578 g=1.015 2/2 [==============================] - 0s 17ms/step >28, 122/693, d1=0.613, d2=0.553 g=1.037 2/2 [==============================] - 0s 16ms/step >28, 123/693, d1=0.563, d2=0.704 g=1.000 2/2 [==============================] - 0s 17ms/step >28, 124/693, d1=0.628, d2=0.579 g=1.002 2/2 [==============================] - 0s 17ms/step >28, 125/693, d1=0.595, d2=0.632 g=1.144 2/2 [==============================] - 0s 17ms/step >28, 126/693, d1=0.634, d2=0.564 g=1.177 2/2 [==============================] - 0s 16ms/step >28, 127/693, d1=0.591, d2=0.591 g=1.113 2/2 [==============================] - 0s 17ms/step >28, 128/693, d1=0.659, d2=0.556 g=1.156 2/2 [==============================] - 0s 16ms/step >28, 129/693, d1=0.555, d2=0.618 g=1.215 2/2 [==============================] - 0s 17ms/step >28, 130/693, d1=0.639, d2=0.674 g=1.140 2/2 [==============================] - 0s 18ms/step >28, 131/693, d1=0.677, d2=0.485 g=1.189 2/2 [==============================] - 0s 17ms/step >28, 132/693, d1=0.496, d2=0.601 g=1.211 2/2 [==============================] - 0s 16ms/step >28, 133/693, d1=0.683, d2=0.627 g=0.936 2/2 [==============================] - 0s 17ms/step >28, 134/693, d1=0.488, d2=0.669 g=1.068 2/2 [==============================] - 0s 16ms/step >28, 135/693, d1=0.527, d2=0.625 g=1.022 2/2 [==============================] - 0s 16ms/step >28, 136/693, d1=0.488, d2=0.544 g=1.167 2/2 [==============================] - 0s 16ms/step >28, 137/693, d1=0.604, d2=0.576 g=1.170 2/2 [==============================] - 0s 16ms/step >28, 138/693, d1=0.544, d2=0.630 g=1.096 2/2 [==============================] - 0s 17ms/step >28, 139/693, d1=0.628, d2=0.678 g=1.159 2/2 [==============================] - 0s 16ms/step >28, 140/693, d1=0.607, d2=0.508 g=1.136 2/2 [==============================] - 0s 16ms/step >28, 141/693, d1=0.621, d2=0.566 g=1.220 2/2 [==============================] - 0s 17ms/step >28, 142/693, d1=0.544, d2=0.618 g=1.141 2/2 [==============================] - 0s 18ms/step >28, 143/693, d1=0.543, d2=0.563 g=1.199 2/2 [==============================] - 0s 16ms/step >28, 144/693, d1=0.647, d2=0.636 g=1.028 2/2 [==============================] - 0s 19ms/step >28, 145/693, d1=0.626, d2=0.569 g=1.122 2/2 [==============================] - 0s 17ms/step >28, 146/693, d1=0.613, d2=0.578 g=1.109 2/2 [==============================] - 0s 20ms/step >28, 147/693, d1=0.621, d2=0.582 g=1.025 2/2 [==============================] - 0s 17ms/step >28, 148/693, d1=0.531, d2=0.504 g=1.029 2/2 [==============================] - 0s 16ms/step >28, 149/693, d1=0.583, d2=0.689 g=1.071 2/2 [==============================] - 0s 16ms/step >28, 150/693, d1=0.591, d2=0.613 g=1.135 2/2 [==============================] - 0s 17ms/step >28, 151/693, d1=0.627, d2=0.548 g=1.142 2/2 [==============================] - 0s 17ms/step >28, 152/693, d1=0.658, d2=0.572 g=1.103 2/2 [==============================] - 0s 17ms/step >28, 153/693, d1=0.613, d2=0.583 g=1.127 2/2 [==============================] - 0s 18ms/step >28, 154/693, d1=0.661, d2=0.597 g=1.173 2/2 [==============================] - 0s 18ms/step >28, 155/693, d1=0.551, d2=0.464 g=1.111 2/2 [==============================] - 0s 17ms/step >28, 156/693, d1=0.543, d2=0.548 g=1.016 2/2 [==============================] - 0s 17ms/step >28, 157/693, d1=0.561, d2=0.615 g=0.997 2/2 [==============================] - 0s 16ms/step >28, 158/693, d1=0.522, d2=0.645 g=1.034 2/2 [==============================] - 0s 16ms/step >28, 159/693, d1=0.628, d2=0.664 g=1.064 2/2 [==============================] - 0s 18ms/step >28, 160/693, d1=0.598, d2=0.565 g=1.165 2/2 [==============================] - 0s 16ms/step >28, 161/693, d1=0.553, d2=0.596 g=1.059 2/2 [==============================] - 0s 17ms/step >28, 162/693, d1=0.567, d2=0.647 g=1.089 2/2 [==============================] - 0s 17ms/step >28, 163/693, d1=0.649, d2=0.571 g=1.072 2/2 [==============================] - 0s 17ms/step >28, 164/693, d1=0.697, d2=0.552 g=1.058 2/2 [==============================] - 0s 16ms/step >28, 165/693, d1=0.590, d2=0.666 g=1.119 2/2 [==============================] - 0s 16ms/step >28, 166/693, d1=0.602, d2=0.542 g=1.200 2/2 [==============================] - 0s 17ms/step >28, 167/693, d1=0.723, d2=0.591 g=1.029 2/2 [==============================] - 0s 17ms/step >28, 168/693, d1=0.560, d2=0.597 g=1.105 2/2 [==============================] - 0s 17ms/step >28, 169/693, d1=0.653, d2=0.572 g=0.998 2/2 [==============================] - 0s 16ms/step >28, 170/693, d1=0.460, d2=0.647 g=1.035 2/2 [==============================] - 0s 17ms/step >28, 171/693, d1=0.514, d2=0.589 g=1.081 2/2 [==============================] - 0s 16ms/step >28, 172/693, d1=0.637, d2=0.556 g=1.169 2/2 [==============================] - 0s 17ms/step >28, 173/693, d1=0.709, d2=0.571 g=1.212 2/2 [==============================] - 0s 17ms/step >28, 174/693, d1=0.687, d2=0.582 g=0.940 2/2 [==============================] - 0s 16ms/step >28, 175/693, d1=0.481, d2=0.565 g=1.091 2/2 [==============================] - 0s 16ms/step >28, 176/693, d1=0.553, d2=0.570 g=1.105 2/2 [==============================] - 0s 17ms/step >28, 177/693, d1=0.579, d2=0.554 g=1.113 2/2 [==============================] - 0s 17ms/step >28, 178/693, d1=0.597, d2=0.553 g=1.077 2/2 [==============================] - 0s 17ms/step >28, 179/693, d1=0.575, d2=0.544 g=1.145 2/2 [==============================] - 0s 16ms/step >28, 180/693, d1=0.642, d2=0.530 g=1.109 2/2 [==============================] - 0s 19ms/step >28, 181/693, d1=0.580, d2=0.534 g=1.037 2/2 [==============================] - 0s 17ms/step >28, 182/693, d1=0.531, d2=0.637 g=1.002 2/2 [==============================] - 0s 18ms/step >28, 183/693, d1=0.506, d2=0.620 g=1.098 2/2 [==============================] - 0s 17ms/step >28, 184/693, d1=0.562, d2=0.636 g=1.111 2/2 [==============================] - 0s 18ms/step >28, 185/693, d1=0.620, d2=0.574 g=1.123 2/2 [==============================] - 0s 16ms/step >28, 186/693, d1=0.658, d2=0.499 g=1.062 2/2 [==============================] - 0s 16ms/step >28, 187/693, d1=0.545, d2=0.563 g=1.094 2/2 [==============================] - 0s 19ms/step >28, 188/693, d1=0.576, d2=0.555 g=1.080 2/2 [==============================] - 0s 17ms/step >28, 189/693, d1=0.557, d2=0.607 g=1.141 2/2 [==============================] - 0s 17ms/step >28, 190/693, d1=0.665, d2=0.638 g=1.073 2/2 [==============================] - 0s 17ms/step >28, 191/693, d1=0.571, d2=0.468 g=1.239 2/2 [==============================] - 0s 16ms/step >28, 192/693, d1=0.551, d2=0.554 g=1.281 2/2 [==============================] - 0s 18ms/step >28, 193/693, d1=0.580, d2=0.548 g=1.236 2/2 [==============================] - 0s 17ms/step >28, 194/693, d1=0.641, d2=0.578 g=1.035 2/2 [==============================] - 0s 18ms/step >28, 195/693, d1=0.578, d2=0.718 g=1.148 2/2 [==============================] - 0s 17ms/step >28, 196/693, d1=0.577, d2=0.585 g=1.133 2/2 [==============================] - 0s 17ms/step >28, 197/693, d1=0.600, d2=0.553 g=1.272 2/2 [==============================] - 0s 18ms/step >28, 198/693, d1=0.658, d2=0.576 g=1.229 2/2 [==============================] - 0s 18ms/step >28, 199/693, d1=0.565, d2=0.588 g=1.094 2/2 [==============================] - 0s 16ms/step >28, 200/693, d1=0.601, d2=0.559 g=1.091 2/2 [==============================] - 0s 17ms/step >28, 201/693, d1=0.679, d2=0.576 g=1.143 2/2 [==============================] - 0s 17ms/step >28, 202/693, d1=0.682, d2=0.657 g=1.042 2/2 [==============================] - 0s 18ms/step >28, 203/693, d1=0.579, d2=0.574 g=1.087 2/2 [==============================] - 0s 17ms/step >28, 204/693, d1=0.658, d2=0.754 g=1.024 2/2 [==============================] - 0s 17ms/step >28, 205/693, d1=0.577, d2=0.557 g=1.026 2/2 [==============================] - 0s 16ms/step >28, 206/693, d1=0.513, d2=0.599 g=1.121 2/2 [==============================] - 0s 19ms/step >28, 207/693, d1=0.660, d2=0.563 g=1.067 2/2 [==============================] - 0s 18ms/step >28, 208/693, d1=0.563, d2=0.546 g=1.113 2/2 [==============================] - 0s 18ms/step >28, 209/693, d1=0.537, d2=0.686 g=1.066 2/2 [==============================] - 0s 18ms/step >28, 210/693, d1=0.596, d2=0.524 g=1.126 2/2 [==============================] - 0s 18ms/step >28, 211/693, d1=0.545, d2=0.568 g=1.209 2/2 [==============================] - 0s 17ms/step >28, 212/693, d1=0.643, d2=0.620 g=1.201 2/2 [==============================] - 0s 17ms/step >28, 213/693, d1=0.629, d2=0.599 g=1.032 2/2 [==============================] - 0s 17ms/step >28, 214/693, d1=0.618, d2=0.595 g=1.054 2/2 [==============================] - 0s 17ms/step >28, 215/693, d1=0.534, d2=0.616 g=1.057 2/2 [==============================] - 0s 17ms/step >28, 216/693, d1=0.546, d2=0.595 g=1.022 2/2 [==============================] - 0s 17ms/step >28, 217/693, d1=0.534, d2=0.544 g=1.066 2/2 [==============================] - 0s 17ms/step >28, 218/693, d1=0.521, d2=0.591 g=1.096 2/2 [==============================] - 0s 18ms/step >28, 219/693, d1=0.570, d2=0.598 g=1.118 2/2 [==============================] - 0s 17ms/step >28, 220/693, d1=0.638, d2=0.580 g=1.032 2/2 [==============================] - 0s 16ms/step >28, 221/693, d1=0.594, d2=0.689 g=1.097 2/2 [==============================] - 0s 18ms/step >28, 222/693, d1=0.605, d2=0.618 g=1.101 2/2 [==============================] - 0s 16ms/step >28, 223/693, d1=0.625, d2=0.546 g=1.105 2/2 [==============================] - 0s 19ms/step >28, 224/693, d1=0.559, d2=0.580 g=1.111 2/2 [==============================] - 0s 17ms/step >28, 225/693, d1=0.657, d2=0.577 g=1.169 2/2 [==============================] - 0s 17ms/step >28, 226/693, d1=0.691, d2=0.537 g=1.062 2/2 [==============================] - 0s 18ms/step >28, 227/693, d1=0.637, d2=0.602 g=1.053 2/2 [==============================] - 0s 17ms/step >28, 228/693, d1=0.611, d2=0.711 g=1.138 2/2 [==============================] - 0s 17ms/step >28, 229/693, d1=0.695, d2=0.510 g=1.022 2/2 [==============================] - 0s 16ms/step >28, 230/693, d1=0.612, d2=0.645 g=1.066 2/2 [==============================] - 0s 17ms/step >28, 231/693, d1=0.444, d2=0.629 g=1.046 2/2 [==============================] - 0s 17ms/step >28, 232/693, d1=0.595, d2=0.508 g=1.061 2/2 [==============================] - 0s 19ms/step >28, 233/693, d1=0.616, d2=0.559 g=1.130 2/2 [==============================] - 0s 17ms/step >28, 234/693, d1=0.524, d2=0.541 g=1.050 2/2 [==============================] - 0s 17ms/step >28, 235/693, d1=0.554, d2=0.658 g=1.056 2/2 [==============================] - 0s 17ms/step >28, 236/693, d1=0.558, d2=0.607 g=1.125 2/2 [==============================] - 0s 16ms/step >28, 237/693, d1=0.571, d2=0.534 g=1.161 2/2 [==============================] - 0s 17ms/step >28, 238/693, d1=0.615, d2=0.580 g=1.187 2/2 [==============================] - 0s 17ms/step >28, 239/693, d1=0.626, d2=0.577 g=1.157 2/2 [==============================] - 0s 18ms/step >28, 240/693, d1=0.686, d2=0.618 g=1.170 2/2 [==============================] - 0s 17ms/step >28, 241/693, d1=0.563, d2=0.733 g=1.140 2/2 [==============================] - 0s 18ms/step >28, 242/693, d1=0.621, d2=0.622 g=1.097 2/2 [==============================] - 0s 18ms/step >28, 243/693, d1=0.575, d2=0.579 g=1.095 2/2 [==============================] - 0s 17ms/step >28, 244/693, d1=0.591, d2=0.581 g=1.063 2/2 [==============================] - 0s 17ms/step >28, 245/693, d1=0.521, d2=0.531 g=1.130 2/2 [==============================] - 0s 17ms/step >28, 246/693, d1=0.655, d2=0.548 g=1.225 2/2 [==============================] - 0s 16ms/step >28, 247/693, d1=0.760, d2=0.581 g=1.061 2/2 [==============================] - 0s 19ms/step >28, 248/693, d1=0.571, d2=0.579 g=1.075 2/2 [==============================] - 0s 17ms/step >28, 249/693, d1=0.556, d2=0.680 g=1.100 2/2 [==============================] - 0s 17ms/step >28, 250/693, d1=0.596, d2=0.587 g=1.062 2/2 [==============================] - 0s 17ms/step >28, 251/693, d1=0.550, d2=0.614 g=1.232 2/2 [==============================] - 0s 17ms/step >28, 252/693, d1=0.640, d2=0.483 g=1.266 2/2 [==============================] - 0s 17ms/step >28, 253/693, d1=0.621, d2=0.562 g=1.128 2/2 [==============================] - 0s 17ms/step >28, 254/693, d1=0.620, d2=0.577 g=1.210 2/2 [==============================] - 0s 17ms/step >28, 255/693, d1=0.648, d2=0.582 g=1.136 2/2 [==============================] - 0s 17ms/step >28, 256/693, d1=0.636, d2=0.623 g=1.064 2/2 [==============================] - 0s 17ms/step >28, 257/693, d1=0.562, d2=0.577 g=1.110 2/2 [==============================] - 0s 20ms/step >28, 258/693, d1=0.636, d2=0.613 g=1.158 2/2 [==============================] - 0s 16ms/step >28, 259/693, d1=0.618, d2=0.642 g=1.095 2/2 [==============================] - 0s 16ms/step >28, 260/693, d1=0.616, d2=0.629 g=1.102 2/2 [==============================] - 0s 16ms/step >28, 261/693, d1=0.604, d2=0.679 g=1.102 2/2 [==============================] - 0s 18ms/step >28, 262/693, d1=0.607, d2=0.533 g=1.094 2/2 [==============================] - 0s 17ms/step >28, 263/693, d1=0.648, d2=0.547 g=1.087 2/2 [==============================] - 0s 17ms/step >28, 264/693, d1=0.587, d2=0.535 g=1.085 2/2 [==============================] - 0s 17ms/step >28, 265/693, d1=0.562, d2=0.545 g=1.025 2/2 [==============================] - 0s 16ms/step >28, 266/693, d1=0.610, d2=0.630 g=1.158 2/2 [==============================] - 0s 16ms/step >28, 267/693, d1=0.597, d2=0.590 g=1.074 2/2 [==============================] - 0s 16ms/step >28, 268/693, d1=0.489, d2=0.584 g=1.110 2/2 [==============================] - 0s 17ms/step >28, 269/693, d1=0.654, d2=0.559 g=1.044 2/2 [==============================] - 0s 17ms/step >28, 270/693, d1=0.558, d2=0.610 g=1.133 2/2 [==============================] - 0s 16ms/step >28, 271/693, d1=0.641, d2=0.543 g=1.117 2/2 [==============================] - 0s 15ms/step >28, 272/693, d1=0.624, d2=0.651 g=1.102 2/2 [==============================] - 0s 16ms/step >28, 273/693, d1=0.598, d2=0.589 g=1.012 2/2 [==============================] - 0s 17ms/step >28, 274/693, d1=0.571, d2=0.673 g=1.053 2/2 [==============================] - 0s 18ms/step >28, 275/693, d1=0.544, d2=0.546 g=1.041 2/2 [==============================] - 0s 16ms/step >28, 276/693, d1=0.633, d2=0.598 g=1.116 2/2 [==============================] - 0s 18ms/step >28, 277/693, d1=0.510, d2=0.443 g=1.188 2/2 [==============================] - 0s 16ms/step >28, 278/693, d1=0.615, d2=0.588 g=1.043 2/2 [==============================] - 0s 18ms/step >28, 279/693, d1=0.597, d2=0.609 g=1.091 2/2 [==============================] - 0s 16ms/step >28, 280/693, d1=0.577, d2=0.659 g=1.120 2/2 [==============================] - 0s 17ms/step >28, 281/693, d1=0.597, d2=0.628 g=1.190 2/2 [==============================] - 0s 16ms/step >28, 282/693, d1=0.663, d2=0.605 g=1.145 2/2 [==============================] - 0s 16ms/step >28, 283/693, d1=0.617, d2=0.588 g=1.066 2/2 [==============================] - 0s 17ms/step >28, 284/693, d1=0.568, d2=0.625 g=1.128 2/2 [==============================] - 0s 17ms/step >28, 285/693, d1=0.577, d2=0.610 g=1.137 2/2 [==============================] - 0s 17ms/step >28, 286/693, d1=0.623, d2=0.561 g=1.126 2/2 [==============================] - 0s 16ms/step >28, 287/693, d1=0.713, d2=0.539 g=1.167 2/2 [==============================] - 0s 18ms/step >28, 288/693, d1=0.580, d2=0.571 g=1.070 2/2 [==============================] - 0s 17ms/step >28, 289/693, d1=0.723, d2=0.587 g=0.994 2/2 [==============================] - 0s 17ms/step >28, 290/693, d1=0.499, d2=0.672 g=1.177 2/2 [==============================] - 0s 17ms/step >28, 291/693, d1=0.578, d2=0.601 g=1.090 2/2 [==============================] - 0s 16ms/step >28, 292/693, d1=0.658, d2=0.495 g=1.142 2/2 [==============================] - 0s 17ms/step >28, 293/693, d1=0.578, d2=0.617 g=1.062 2/2 [==============================] - 0s 17ms/step >28, 294/693, d1=0.621, d2=0.549 g=1.072 2/2 [==============================] - 0s 16ms/step >28, 295/693, d1=0.559, d2=0.551 g=1.071 2/2 [==============================] - 0s 19ms/step >28, 296/693, d1=0.619, d2=0.528 g=0.996 2/2 [==============================] - 0s 19ms/step >28, 297/693, d1=0.568, d2=0.654 g=1.031 2/2 [==============================] - 0s 17ms/step >28, 298/693, d1=0.505, d2=0.550 g=1.096 2/2 [==============================] - 0s 16ms/step >28, 299/693, d1=0.659, d2=0.602 g=1.141 2/2 [==============================] - 0s 16ms/step >28, 300/693, d1=0.517, d2=0.545 g=1.118 2/2 [==============================] - 0s 17ms/step >28, 301/693, d1=0.509, d2=0.658 g=1.166 2/2 [==============================] - 0s 16ms/step >28, 302/693, d1=0.595, d2=0.525 g=1.120 2/2 [==============================] - 0s 15ms/step >28, 303/693, d1=0.520, d2=0.488 g=1.145 2/2 [==============================] - 0s 17ms/step >28, 304/693, d1=0.605, d2=0.609 g=1.164 2/2 [==============================] - 0s 16ms/step >28, 305/693, d1=0.625, d2=0.606 g=1.202 2/2 [==============================] - 0s 18ms/step >28, 306/693, d1=0.660, d2=0.587 g=1.187 2/2 [==============================] - 0s 20ms/step >28, 307/693, d1=0.538, d2=0.558 g=1.045 2/2 [==============================] - 0s 19ms/step >28, 308/693, d1=0.649, d2=0.579 g=1.133 2/2 [==============================] - 0s 18ms/step >28, 309/693, d1=0.632, d2=0.542 g=1.163 2/2 [==============================] - 0s 19ms/step >28, 310/693, d1=0.529, d2=0.486 g=1.160 2/2 [==============================] - 0s 19ms/step >28, 311/693, d1=0.655, d2=0.604 g=1.065 2/2 [==============================] - 0s 21ms/step >28, 312/693, d1=0.581, d2=0.677 g=1.035 2/2 [==============================] - 0s 21ms/step >28, 313/693, d1=0.614, d2=0.612 g=1.069 2/2 [==============================] - 0s 20ms/step >28, 314/693, d1=0.534, d2=0.656 g=1.174 2/2 [==============================] - 0s 19ms/step >28, 315/693, d1=0.581, d2=0.551 g=1.179 2/2 [==============================] - 0s 19ms/step >28, 316/693, d1=0.682, d2=0.556 g=1.005 2/2 [==============================] - 0s 20ms/step >28, 317/693, d1=0.565, d2=0.674 g=1.164 2/2 [==============================] - 0s 19ms/step >28, 318/693, d1=0.637, d2=0.542 g=1.146 2/2 [==============================] - 0s 19ms/step >28, 319/693, d1=0.563, d2=0.600 g=1.072 2/2 [==============================] - 0s 21ms/step >28, 320/693, d1=0.674, d2=0.652 g=1.068 2/2 [==============================] - 0s 20ms/step >28, 321/693, d1=0.599, d2=0.537 g=1.124 2/2 [==============================] - 0s 19ms/step >28, 322/693, d1=0.632, d2=0.597 g=1.063 2/2 [==============================] - 0s 18ms/step >28, 323/693, d1=0.694, d2=0.583 g=1.099 2/2 [==============================] - 0s 19ms/step >28, 324/693, d1=0.556, d2=0.594 g=1.152 2/2 [==============================] - 0s 20ms/step >28, 325/693, d1=0.628, d2=0.594 g=1.164 2/2 [==============================] - 0s 20ms/step >28, 326/693, d1=0.533, d2=0.503 g=1.189 2/2 [==============================] - 0s 17ms/step >28, 327/693, d1=0.588, d2=0.560 g=1.132 2/2 [==============================] - 0s 20ms/step >28, 328/693, d1=0.690, d2=0.658 g=1.120 2/2 [==============================] - 0s 20ms/step >28, 329/693, d1=0.562, d2=0.596 g=0.983 2/2 [==============================] - 0s 16ms/step >28, 330/693, d1=0.537, d2=0.516 g=1.032 2/2 [==============================] - 0s 20ms/step >28, 331/693, d1=0.622, d2=0.644 g=1.070 2/2 [==============================] - 0s 20ms/step >28, 332/693, d1=0.504, d2=0.571 g=1.172 2/2 [==============================] - 0s 20ms/step >28, 333/693, d1=0.524, d2=0.598 g=1.268 2/2 [==============================] - 0s 19ms/step >28, 334/693, d1=0.640, d2=0.553 g=1.202 2/2 [==============================] - 0s 20ms/step >28, 335/693, d1=0.719, d2=0.585 g=0.982 2/2 [==============================] - 0s 18ms/step >28, 336/693, d1=0.503, d2=0.614 g=1.101 2/2 [==============================] - 0s 18ms/step >28, 337/693, d1=0.568, d2=0.686 g=1.084 2/2 [==============================] - 0s 20ms/step >28, 338/693, d1=0.600, d2=0.588 g=1.182 2/2 [==============================] - 0s 19ms/step >28, 339/693, d1=0.542, d2=0.519 g=1.202 2/2 [==============================] - 0s 20ms/step >28, 340/693, d1=0.609, d2=0.543 g=1.097 2/2 [==============================] - 0s 20ms/step >28, 341/693, d1=0.639, d2=0.509 g=1.030 2/2 [==============================] - 0s 17ms/step >28, 342/693, d1=0.592, d2=0.680 g=1.078 2/2 [==============================] - 0s 21ms/step >28, 343/693, d1=0.579, d2=0.523 g=1.095 2/2 [==============================] - 0s 19ms/step >28, 344/693, d1=0.546, d2=0.553 g=1.122 2/2 [==============================] - 0s 19ms/step >28, 345/693, d1=0.558, d2=0.545 g=1.238 2/2 [==============================] - 0s 20ms/step >28, 346/693, d1=0.611, d2=0.526 g=1.206 2/2 [==============================] - 0s 19ms/step >28, 347/693, d1=0.595, d2=0.632 g=1.096 2/2 [==============================] - 0s 20ms/step >28, 348/693, d1=0.590, d2=0.629 g=1.178 2/2 [==============================] - 0s 18ms/step >28, 349/693, d1=0.578, d2=0.570 g=1.073 2/2 [==============================] - 0s 19ms/step >28, 350/693, d1=0.585, d2=0.636 g=1.097 2/2 [==============================] - 0s 19ms/step >28, 351/693, d1=0.528, d2=0.553 g=1.056 2/2 [==============================] - 0s 19ms/step >28, 352/693, d1=0.598, d2=0.599 g=1.045 2/2 [==============================] - 0s 19ms/step >28, 353/693, d1=0.588, d2=0.548 g=1.124 2/2 [==============================] - 0s 19ms/step >28, 354/693, d1=0.579, d2=0.598 g=1.075 2/2 [==============================] - 0s 20ms/step >28, 355/693, d1=0.651, d2=0.631 g=1.056 2/2 [==============================] - 0s 18ms/step >28, 356/693, d1=0.587, d2=0.519 g=1.171 2/2 [==============================] - 0s 20ms/step >28, 357/693, d1=0.627, d2=0.567 g=1.103 2/2 [==============================] - 0s 20ms/step >28, 358/693, d1=0.630, d2=0.683 g=1.074 2/2 [==============================] - 0s 19ms/step >28, 359/693, d1=0.511, d2=0.609 g=1.068 2/2 [==============================] - 0s 20ms/step >28, 360/693, d1=0.665, d2=0.593 g=1.057 2/2 [==============================] - 0s 18ms/step >28, 361/693, d1=0.679, d2=0.617 g=1.048 2/2 [==============================] - 0s 19ms/step >28, 362/693, d1=0.587, d2=0.599 g=0.978 2/2 [==============================] - 0s 19ms/step >28, 363/693, d1=0.547, d2=0.646 g=1.035 2/2 [==============================] - 0s 20ms/step >28, 364/693, d1=0.654, d2=0.626 g=1.069 2/2 [==============================] - 0s 19ms/step >28, 365/693, d1=0.556, d2=0.635 g=1.087 2/2 [==============================] - 0s 21ms/step >28, 366/693, d1=0.657, d2=0.582 g=1.029 2/2 [==============================] - 0s 20ms/step >28, 367/693, d1=0.561, d2=0.558 g=1.016 2/2 [==============================] - 0s 20ms/step >28, 368/693, d1=0.630, d2=0.566 g=1.072 2/2 [==============================] - 0s 18ms/step >28, 369/693, d1=0.662, d2=0.592 g=1.110 2/2 [==============================] - 0s 20ms/step >28, 370/693, d1=0.595, d2=0.690 g=1.052 2/2 [==============================] - 0s 19ms/step >28, 371/693, d1=0.643, d2=0.650 g=1.053 2/2 [==============================] - 0s 19ms/step >28, 372/693, d1=0.724, d2=0.561 g=1.078 2/2 [==============================] - 0s 19ms/step >28, 373/693, d1=0.553, d2=0.620 g=1.063 2/2 [==============================] - 0s 19ms/step >28, 374/693, d1=0.547, d2=0.537 g=1.016 2/2 [==============================] - 0s 20ms/step >28, 375/693, d1=0.639, d2=0.650 g=1.032 2/2 [==============================] - 0s 20ms/step >28, 376/693, d1=0.595, d2=0.656 g=1.058 2/2 [==============================] - 0s 20ms/step >28, 377/693, d1=0.603, d2=0.592 g=1.045 2/2 [==============================] - 0s 19ms/step >28, 378/693, d1=0.614, d2=0.526 g=1.068 2/2 [==============================] - 0s 19ms/step >28, 379/693, d1=0.606, d2=0.731 g=1.097 2/2 [==============================] - 0s 20ms/step >28, 380/693, d1=0.515, d2=0.635 g=1.038 2/2 [==============================] - 0s 20ms/step >28, 381/693, d1=0.562, d2=0.609 g=1.127 2/2 [==============================] - 0s 20ms/step >28, 382/693, d1=0.584, d2=0.515 g=1.131 2/2 [==============================] - 0s 19ms/step >28, 383/693, d1=0.652, d2=0.516 g=1.066 2/2 [==============================] - 0s 18ms/step >28, 384/693, d1=0.596, d2=0.585 g=1.206 2/2 [==============================] - 0s 20ms/step >28, 385/693, d1=0.548, d2=0.653 g=1.179 2/2 [==============================] - 0s 19ms/step >28, 386/693, d1=0.655, d2=0.563 g=1.089 2/2 [==============================] - 0s 19ms/step >28, 387/693, d1=0.611, d2=0.540 g=0.975 2/2 [==============================] - 0s 20ms/step >28, 388/693, d1=0.619, d2=0.696 g=1.031 2/2 [==============================] - 0s 20ms/step >28, 389/693, d1=0.554, d2=0.630 g=0.983 2/2 [==============================] - 0s 20ms/step >28, 390/693, d1=0.531, d2=0.611 g=1.075 2/2 [==============================] - 0s 20ms/step >28, 391/693, d1=0.567, d2=0.443 g=1.116 2/2 [==============================] - 0s 19ms/step >28, 392/693, d1=0.641, d2=0.554 g=1.028 2/2 [==============================] - 0s 20ms/step >28, 393/693, d1=0.569, d2=0.620 g=1.019 2/2 [==============================] - 0s 20ms/step >28, 394/693, d1=0.560, d2=0.667 g=1.082 2/2 [==============================] - 0s 19ms/step >28, 395/693, d1=0.608, d2=0.573 g=1.107 2/2 [==============================] - 0s 20ms/step >28, 396/693, d1=0.688, d2=0.582 g=1.151 2/2 [==============================] - 0s 19ms/step >28, 397/693, d1=0.604, d2=0.551 g=1.138 2/2 [==============================] - 0s 18ms/step >28, 398/693, d1=0.549, d2=0.642 g=1.203 2/2 [==============================] - 0s 20ms/step >28, 399/693, d1=0.599, d2=0.591 g=1.285 2/2 [==============================] - 0s 18ms/step >28, 400/693, d1=0.612, d2=0.475 g=1.240 2/2 [==============================] - 0s 20ms/step >28, 401/693, d1=0.552, d2=0.471 g=1.152 2/2 [==============================] - 0s 19ms/step >28, 402/693, d1=0.553, d2=0.587 g=1.045 2/2 [==============================] - 0s 21ms/step >28, 403/693, d1=0.663, d2=0.629 g=0.999 2/2 [==============================] - 0s 20ms/step >28, 404/693, d1=0.649, d2=0.616 g=1.117 2/2 [==============================] - 0s 19ms/step >28, 405/693, d1=0.563, d2=0.536 g=1.149 2/2 [==============================] - 0s 20ms/step >28, 406/693, d1=0.635, d2=0.561 g=1.135 2/2 [==============================] - 0s 20ms/step >28, 407/693, d1=0.605, d2=0.495 g=1.113 2/2 [==============================] - 0s 19ms/step >28, 408/693, d1=0.545, d2=0.626 g=1.057 2/2 [==============================] - 0s 20ms/step >28, 409/693, d1=0.597, d2=0.667 g=1.045 2/2 [==============================] - 0s 19ms/step >28, 410/693, d1=0.525, d2=0.543 g=1.050 2/2 [==============================] - 0s 19ms/step >28, 411/693, d1=0.629, d2=0.572 g=1.164 2/2 [==============================] - 0s 19ms/step >28, 412/693, d1=0.567, d2=0.582 g=1.092 2/2 [==============================] - 0s 16ms/step >28, 413/693, d1=0.617, d2=0.675 g=1.117 2/2 [==============================] - 0s 21ms/step >28, 414/693, d1=0.650, d2=0.574 g=1.081 2/2 [==============================] - 0s 20ms/step >28, 415/693, d1=0.603, d2=0.674 g=1.059 2/2 [==============================] - 0s 21ms/step >28, 416/693, d1=0.668, d2=0.553 g=1.127 2/2 [==============================] - 0s 19ms/step >28, 417/693, d1=0.729, d2=0.577 g=1.045 2/2 [==============================] - 0s 19ms/step >28, 418/693, d1=0.575, d2=0.551 g=1.033 2/2 [==============================] - 0s 18ms/step >28, 419/693, d1=0.567, d2=0.632 g=1.178 2/2 [==============================] - 0s 19ms/step >28, 420/693, d1=0.652, d2=0.514 g=1.144 2/2 [==============================] - 0s 20ms/step >28, 421/693, d1=0.617, d2=0.626 g=1.067 2/2 [==============================] - 0s 19ms/step >28, 422/693, d1=0.505, d2=0.560 g=1.143 2/2 [==============================] - 0s 21ms/step >28, 423/693, d1=0.600, d2=0.601 g=1.167 2/2 [==============================] - 0s 19ms/step >28, 424/693, d1=0.566, d2=0.669 g=1.148 2/2 [==============================] - 0s 19ms/step >28, 425/693, d1=0.557, d2=0.515 g=1.074 2/2 [==============================] - 0s 19ms/step >28, 426/693, d1=0.607, d2=0.559 g=1.207 2/2 [==============================] - 0s 21ms/step >28, 427/693, d1=0.553, d2=0.561 g=1.109 2/2 [==============================] - 0s 16ms/step >28, 428/693, d1=0.559, d2=0.674 g=1.123 2/2 [==============================] - 0s 17ms/step >28, 429/693, d1=0.606, d2=0.578 g=1.160 2/2 [==============================] - 0s 17ms/step >28, 430/693, d1=0.657, d2=0.591 g=1.169 2/2 [==============================] - 0s 16ms/step >28, 431/693, d1=0.729, d2=0.565 g=1.096 2/2 [==============================] - 0s 18ms/step >28, 432/693, d1=0.618, d2=0.617 g=1.210 2/2 [==============================] - 0s 18ms/step >28, 433/693, d1=0.550, d2=0.521 g=1.157 2/2 [==============================] - 0s 18ms/step >28, 434/693, d1=0.631, d2=0.532 g=1.137 2/2 [==============================] - 0s 18ms/step >28, 435/693, d1=0.652, d2=0.532 g=1.050 2/2 [==============================] - 0s 17ms/step >28, 436/693, d1=0.574, d2=0.606 g=1.020 2/2 [==============================] - 0s 18ms/step >28, 437/693, d1=0.560, d2=0.586 g=1.050 2/2 [==============================] - 0s 17ms/step >28, 438/693, d1=0.517, d2=0.661 g=1.070 2/2 [==============================] - 0s 18ms/step >28, 439/693, d1=0.533, d2=0.617 g=1.058 2/2 [==============================] - 0s 17ms/step >28, 440/693, d1=0.601, d2=0.573 g=1.002 2/2 [==============================] - 0s 17ms/step >28, 441/693, d1=0.613, d2=0.537 g=1.058 2/2 [==============================] - 0s 16ms/step >28, 442/693, d1=0.602, d2=0.687 g=1.058 2/2 [==============================] - 0s 17ms/step >28, 443/693, d1=0.742, d2=0.597 g=1.030 2/2 [==============================] - 0s 17ms/step >28, 444/693, d1=0.525, d2=0.619 g=1.055 2/2 [==============================] - 0s 17ms/step >28, 445/693, d1=0.628, d2=0.592 g=1.152 2/2 [==============================] - 0s 19ms/step >28, 446/693, d1=0.692, d2=0.663 g=1.143 2/2 [==============================] - 0s 17ms/step >28, 447/693, d1=0.639, d2=0.604 g=1.118 2/2 [==============================] - 0s 17ms/step >28, 448/693, d1=0.571, d2=0.543 g=1.096 2/2 [==============================] - 0s 18ms/step >28, 449/693, d1=0.565, d2=0.631 g=1.090 2/2 [==============================] - 0s 17ms/step >28, 450/693, d1=0.670, d2=0.585 g=1.076 2/2 [==============================] - 0s 16ms/step >28, 451/693, d1=0.612, d2=0.685 g=1.168 2/2 [==============================] - 0s 18ms/step >28, 452/693, d1=0.615, d2=0.491 g=1.148 2/2 [==============================] - 0s 17ms/step >28, 453/693, d1=0.568, d2=0.604 g=1.010 2/2 [==============================] - 0s 17ms/step >28, 454/693, d1=0.572, d2=0.622 g=1.156 2/2 [==============================] - 0s 17ms/step >28, 455/693, d1=0.615, d2=0.611 g=1.103 2/2 [==============================] - 0s 19ms/step >28, 456/693, d1=0.619, d2=0.536 g=1.117 2/2 [==============================] - 0s 17ms/step >28, 457/693, d1=0.582, d2=0.529 g=1.024 2/2 [==============================] - 0s 17ms/step >28, 458/693, d1=0.474, d2=0.509 g=1.081 2/2 [==============================] - 0s 17ms/step >28, 459/693, d1=0.556, d2=0.538 g=1.155 2/2 [==============================] - 0s 18ms/step >28, 460/693, d1=0.607, d2=0.616 g=1.263 2/2 [==============================] - 0s 16ms/step >28, 461/693, d1=0.649, d2=0.574 g=1.093 2/2 [==============================] - 0s 17ms/step >28, 462/693, d1=0.580, d2=0.615 g=1.018 2/2 [==============================] - 0s 18ms/step >28, 463/693, d1=0.543, d2=0.569 g=1.351 2/2 [==============================] - 0s 19ms/step >28, 464/693, d1=0.591, d2=0.453 g=1.165 2/2 [==============================] - 0s 16ms/step >28, 465/693, d1=0.548, d2=0.485 g=1.148 2/2 [==============================] - 0s 17ms/step >28, 466/693, d1=0.567, d2=0.595 g=1.137 2/2 [==============================] - 0s 16ms/step >28, 467/693, d1=0.526, d2=0.679 g=1.149 2/2 [==============================] - 0s 20ms/step >28, 468/693, d1=0.584, d2=0.536 g=1.110 2/2 [==============================] - 0s 22ms/step >28, 469/693, d1=0.575, d2=0.579 g=1.066 2/2 [==============================] - 0s 16ms/step >28, 470/693, d1=0.592, d2=0.650 g=1.072 2/2 [==============================] - 0s 18ms/step >28, 471/693, d1=0.596, d2=0.590 g=1.041 2/2 [==============================] - 0s 17ms/step >28, 472/693, d1=0.586, d2=0.601 g=1.090 2/2 [==============================] - 0s 17ms/step >28, 473/693, d1=0.714, d2=0.651 g=1.063 2/2 [==============================] - 0s 19ms/step >28, 474/693, d1=0.586, d2=0.534 g=1.075 2/2 [==============================] - 0s 17ms/step >28, 475/693, d1=0.551, d2=0.485 g=1.081 2/2 [==============================] - 0s 17ms/step >28, 476/693, d1=0.551, d2=0.534 g=1.245 2/2 [==============================] - 0s 17ms/step >28, 477/693, d1=0.514, d2=0.534 g=1.239 2/2 [==============================] - 0s 17ms/step >28, 478/693, d1=0.522, d2=0.569 g=1.201 2/2 [==============================] - 0s 18ms/step >28, 479/693, d1=0.557, d2=0.586 g=0.982 2/2 [==============================] - 0s 17ms/step >28, 480/693, d1=0.541, d2=0.567 g=1.341 2/2 [==============================] - 0s 18ms/step >28, 481/693, d1=0.541, d2=0.438 g=1.517 2/2 [==============================] - 0s 17ms/step >28, 482/693, d1=0.569, d2=0.381 g=1.757 2/2 [==============================] - 0s 17ms/step >28, 483/693, d1=0.653, d2=0.514 g=1.242 2/2 [==============================] - 0s 16ms/step >28, 484/693, d1=0.581, d2=0.714 g=1.141 2/2 [==============================] - 0s 17ms/step >28, 485/693, d1=0.533, d2=0.693 g=1.254 2/2 [==============================] - 0s 17ms/step >28, 486/693, d1=0.539, d2=0.582 g=1.323 2/2 [==============================] - 0s 18ms/step >28, 487/693, d1=0.696, d2=0.528 g=1.162 2/2 [==============================] - 0s 17ms/step >28, 488/693, d1=0.607, d2=0.571 g=1.115 2/2 [==============================] - 0s 16ms/step >28, 489/693, d1=0.589, d2=0.605 g=1.009 2/2 [==============================] - 0s 16ms/step >28, 490/693, d1=0.505, d2=0.657 g=1.165 2/2 [==============================] - 0s 17ms/step >28, 491/693, d1=0.552, d2=0.572 g=1.175 2/2 [==============================] - 0s 19ms/step >28, 492/693, d1=0.594, d2=0.589 g=1.025 2/2 [==============================] - 0s 18ms/step >28, 493/693, d1=0.634, d2=0.504 g=1.155 2/2 [==============================] - 0s 17ms/step >28, 494/693, d1=0.637, d2=0.573 g=1.021 2/2 [==============================] - 0s 18ms/step >28, 495/693, d1=0.528, d2=0.642 g=1.018 2/2 [==============================] - 0s 17ms/step >28, 496/693, d1=0.559, d2=0.582 g=1.094 2/2 [==============================] - 0s 17ms/step >28, 497/693, d1=0.496, d2=0.589 g=1.110 2/2 [==============================] - 0s 17ms/step >28, 498/693, d1=0.603, d2=0.598 g=1.048 2/2 [==============================] - 0s 17ms/step >28, 499/693, d1=0.574, d2=0.618 g=1.052 2/2 [==============================] - 0s 19ms/step >28, 500/693, d1=0.652, d2=0.599 g=1.085 2/2 [==============================] - 0s 17ms/step >28, 501/693, d1=0.568, d2=0.603 g=1.156 2/2 [==============================] - 0s 18ms/step >28, 502/693, d1=0.669, d2=0.520 g=1.080 2/2 [==============================] - 0s 17ms/step >28, 503/693, d1=0.616, d2=0.655 g=1.103 2/2 [==============================] - 0s 17ms/step >28, 504/693, d1=0.602, d2=0.571 g=1.107 2/2 [==============================] - 0s 17ms/step >28, 505/693, d1=0.524, d2=0.589 g=1.029 2/2 [==============================] - 0s 18ms/step >28, 506/693, d1=0.612, d2=0.653 g=1.143 2/2 [==============================] - 0s 17ms/step >28, 507/693, d1=0.567, d2=0.564 g=1.173 2/2 [==============================] - 0s 17ms/step >28, 508/693, d1=0.560, d2=0.529 g=1.022 2/2 [==============================] - 0s 17ms/step >28, 509/693, d1=0.584, d2=0.550 g=1.144 2/2 [==============================] - 0s 18ms/step >28, 510/693, d1=0.542, d2=0.659 g=1.045 2/2 [==============================] - 0s 18ms/step >28, 511/693, d1=0.543, d2=0.590 g=1.165 2/2 [==============================] - 0s 17ms/step >28, 512/693, d1=0.581, d2=0.570 g=1.140 2/2 [==============================] - 0s 16ms/step >28, 513/693, d1=0.651, d2=0.524 g=1.037 2/2 [==============================] - 0s 17ms/step >28, 514/693, d1=0.616, d2=0.576 g=1.124 2/2 [==============================] - 0s 17ms/step >28, 515/693, d1=0.622, d2=0.617 g=1.168 2/2 [==============================] - 0s 16ms/step >28, 516/693, d1=0.641, d2=0.682 g=1.070 2/2 [==============================] - 0s 18ms/step >28, 517/693, d1=0.573, d2=0.642 g=1.092 2/2 [==============================] - 0s 17ms/step >28, 518/693, d1=0.624, d2=0.593 g=1.053 2/2 [==============================] - 0s 16ms/step >28, 519/693, d1=0.627, d2=0.673 g=1.033 2/2 [==============================] - 0s 16ms/step >28, 520/693, d1=0.592, d2=0.623 g=1.026 2/2 [==============================] - 0s 17ms/step >28, 521/693, d1=0.624, d2=0.620 g=1.102 2/2 [==============================] - 0s 16ms/step >28, 522/693, d1=0.692, d2=0.656 g=1.112 2/2 [==============================] - 0s 16ms/step >28, 523/693, d1=0.603, d2=0.582 g=1.122 2/2 [==============================] - 0s 17ms/step >28, 524/693, d1=0.612, d2=0.643 g=1.176 2/2 [==============================] - 0s 16ms/step >28, 525/693, d1=0.640, d2=0.579 g=1.130 2/2 [==============================] - 0s 18ms/step >28, 526/693, d1=0.601, d2=0.583 g=1.123 2/2 [==============================] - 0s 18ms/step >28, 527/693, d1=0.586, d2=0.565 g=1.189 2/2 [==============================] - 0s 17ms/step >28, 528/693, d1=0.538, d2=0.518 g=1.123 2/2 [==============================] - 0s 16ms/step >28, 529/693, d1=0.588, d2=0.612 g=1.166 2/2 [==============================] - 0s 17ms/step >28, 530/693, d1=0.521, d2=0.482 g=1.139 2/2 [==============================] - 0s 18ms/step >28, 531/693, d1=0.626, d2=0.630 g=1.085 2/2 [==============================] - 0s 19ms/step >28, 532/693, d1=0.586, d2=0.611 g=1.072 2/2 [==============================] - 0s 16ms/step >28, 533/693, d1=0.578, d2=0.639 g=1.151 2/2 [==============================] - 0s 18ms/step >28, 534/693, d1=0.658, d2=0.599 g=1.112 2/2 [==============================] - 0s 19ms/step >28, 535/693, d1=0.651, d2=0.582 g=1.164 2/2 [==============================] - 0s 17ms/step >28, 536/693, d1=0.578, d2=0.591 g=1.125 2/2 [==============================] - 0s 17ms/step >28, 537/693, d1=0.634, d2=0.521 g=1.176 2/2 [==============================] - 0s 18ms/step >28, 538/693, d1=0.623, d2=0.604 g=1.066 2/2 [==============================] - 0s 17ms/step >28, 539/693, d1=0.570, d2=0.570 g=1.197 2/2 [==============================] - 0s 17ms/step >28, 540/693, d1=0.488, d2=0.661 g=1.185 2/2 [==============================] - 0s 17ms/step >28, 541/693, d1=0.573, d2=0.514 g=1.210 2/2 [==============================] - 0s 17ms/step >28, 542/693, d1=0.564, d2=0.595 g=1.083 2/2 [==============================] - 0s 17ms/step >28, 543/693, d1=0.668, d2=0.562 g=1.169 2/2 [==============================] - 0s 17ms/step >28, 544/693, d1=0.759, d2=0.496 g=1.045 2/2 [==============================] - 0s 17ms/step >28, 545/693, d1=0.658, d2=0.603 g=1.032 2/2 [==============================] - 0s 17ms/step >28, 546/693, d1=0.561, d2=0.676 g=1.143 2/2 [==============================] - 0s 17ms/step >28, 547/693, d1=0.598, d2=0.644 g=1.096 2/2 [==============================] - 0s 17ms/step >28, 548/693, d1=0.580, d2=0.532 g=1.070 2/2 [==============================] - 0s 18ms/step >28, 549/693, d1=0.588, d2=0.644 g=1.100 2/2 [==============================] - 0s 17ms/step >28, 550/693, d1=0.550, d2=0.587 g=1.086 2/2 [==============================] - 0s 18ms/step >28, 551/693, d1=0.590, d2=0.744 g=1.143 2/2 [==============================] - 0s 17ms/step >28, 552/693, d1=0.600, d2=0.565 g=1.147 2/2 [==============================] - 0s 18ms/step >28, 553/693, d1=0.714, d2=0.536 g=1.240 2/2 [==============================] - 0s 19ms/step >28, 554/693, d1=0.594, d2=0.585 g=1.092 2/2 [==============================] - 0s 16ms/step >28, 555/693, d1=0.639, d2=0.580 g=0.972 2/2 [==============================] - 0s 18ms/step >28, 556/693, d1=0.566, d2=0.640 g=1.070 2/2 [==============================] - 0s 17ms/step >28, 557/693, d1=0.587, d2=0.561 g=1.174 2/2 [==============================] - 0s 17ms/step >28, 558/693, d1=0.532, d2=0.649 g=1.262 2/2 [==============================] - 0s 18ms/step >28, 559/693, d1=0.667, d2=0.579 g=1.077 2/2 [==============================] - 0s 17ms/step >28, 560/693, d1=0.552, d2=0.594 g=1.064 2/2 [==============================] - 0s 18ms/step >28, 561/693, d1=0.628, d2=0.535 g=1.064 2/2 [==============================] - 0s 16ms/step >28, 562/693, d1=0.605, d2=0.551 g=1.105 2/2 [==============================] - 0s 16ms/step >28, 563/693, d1=0.604, d2=0.533 g=1.085 2/2 [==============================] - 0s 16ms/step >28, 564/693, d1=0.553, d2=0.567 g=1.060 2/2 [==============================] - 0s 17ms/step >28, 565/693, d1=0.581, d2=0.588 g=1.200 2/2 [==============================] - 0s 17ms/step >28, 566/693, d1=0.596, d2=0.586 g=1.092 2/2 [==============================] - 0s 17ms/step >28, 567/693, d1=0.567, d2=0.575 g=1.086 2/2 [==============================] - 0s 17ms/step >28, 568/693, d1=0.505, d2=0.579 g=1.161 2/2 [==============================] - 0s 16ms/step >28, 569/693, d1=0.640, d2=0.547 g=1.110 2/2 [==============================] - 0s 17ms/step >28, 570/693, d1=0.543, d2=0.582 g=1.057 2/2 [==============================] - 0s 17ms/step >28, 571/693, d1=0.582, d2=0.596 g=1.120 2/2 [==============================] - 0s 17ms/step >28, 572/693, d1=0.566, d2=0.612 g=1.065 2/2 [==============================] - 0s 17ms/step >28, 573/693, d1=0.560, d2=0.616 g=1.064 2/2 [==============================] - 0s 18ms/step >28, 574/693, d1=0.637, d2=0.600 g=1.080 2/2 [==============================] - 0s 18ms/step >28, 575/693, d1=0.595, d2=0.563 g=1.194 2/2 [==============================] - 0s 18ms/step >28, 576/693, d1=0.617, d2=0.629 g=1.161 2/2 [==============================] - 0s 18ms/step >28, 577/693, d1=0.581, d2=0.474 g=1.145 2/2 [==============================] - 0s 17ms/step >28, 578/693, d1=0.563, d2=0.572 g=1.203 2/2 [==============================] - 0s 17ms/step >28, 579/693, d1=0.586, d2=0.571 g=1.182 2/2 [==============================] - 0s 18ms/step >28, 580/693, d1=0.553, d2=0.558 g=1.165 2/2 [==============================] - 0s 18ms/step >28, 581/693, d1=0.598, d2=0.643 g=1.051 2/2 [==============================] - 0s 17ms/step >28, 582/693, d1=0.582, d2=0.614 g=1.114 2/2 [==============================] - 0s 17ms/step >28, 583/693, d1=0.632, d2=0.604 g=1.151 2/2 [==============================] - 0s 18ms/step >28, 584/693, d1=0.565, d2=0.578 g=1.003 2/2 [==============================] - 0s 18ms/step >28, 585/693, d1=0.592, d2=0.536 g=1.085 2/2 [==============================] - 0s 17ms/step >28, 586/693, d1=0.631, d2=0.609 g=1.098 2/2 [==============================] - 0s 17ms/step >28, 587/693, d1=0.588, d2=0.584 g=1.191 2/2 [==============================] - 0s 17ms/step >28, 588/693, d1=0.673, d2=0.571 g=1.029 2/2 [==============================] - 0s 17ms/step >28, 589/693, d1=0.571, d2=0.621 g=1.108 2/2 [==============================] - 0s 17ms/step >28, 590/693, d1=0.604, d2=0.542 g=1.086 2/2 [==============================] - 0s 18ms/step >28, 591/693, d1=0.522, d2=0.623 g=1.026 2/2 [==============================] - 0s 17ms/step >28, 592/693, d1=0.535, d2=0.646 g=1.102 2/2 [==============================] - 0s 17ms/step >28, 593/693, d1=0.573, d2=0.536 g=1.211 2/2 [==============================] - 0s 18ms/step >28, 594/693, d1=0.670, d2=0.584 g=1.103 2/2 [==============================] - 0s 17ms/step >28, 595/693, d1=0.633, d2=0.660 g=1.155 2/2 [==============================] - 0s 17ms/step >28, 596/693, d1=0.614, d2=0.499 g=1.316 2/2 [==============================] - 0s 17ms/step >28, 597/693, d1=0.598, d2=0.526 g=1.278 2/2 [==============================] - 0s 18ms/step >28, 598/693, d1=0.624, d2=0.412 g=1.383 2/2 [==============================] - 0s 17ms/step >28, 599/693, d1=0.561, d2=0.515 g=1.151 2/2 [==============================] - 0s 17ms/step >28, 600/693, d1=0.531, d2=0.635 g=1.029 2/2 [==============================] - 0s 16ms/step >28, 601/693, d1=0.540, d2=0.666 g=1.158 2/2 [==============================] - 0s 18ms/step >28, 602/693, d1=0.537, d2=0.565 g=1.204 2/2 [==============================] - 0s 17ms/step >28, 603/693, d1=0.540, d2=0.496 g=1.275 2/2 [==============================] - 0s 16ms/step >28, 604/693, d1=0.617, d2=0.494 g=1.228 2/2 [==============================] - 0s 16ms/step >28, 605/693, d1=0.545, d2=0.477 g=1.143 2/2 [==============================] - 0s 17ms/step >28, 606/693, d1=0.593, d2=0.707 g=1.075 2/2 [==============================] - 0s 17ms/step >28, 607/693, d1=0.636, d2=0.591 g=1.068 2/2 [==============================] - 0s 17ms/step >28, 608/693, d1=0.537, d2=0.694 g=1.147 2/2 [==============================] - 0s 16ms/step >28, 609/693, d1=0.613, d2=0.547 g=1.160 2/2 [==============================] - 0s 17ms/step >28, 610/693, d1=0.639, d2=0.547 g=1.188 2/2 [==============================] - 0s 18ms/step >28, 611/693, d1=0.663, d2=0.653 g=0.992 2/2 [==============================] - 0s 17ms/step >28, 612/693, d1=0.509, d2=0.537 g=1.111 2/2 [==============================] - 0s 17ms/step >28, 613/693, d1=0.606, d2=0.647 g=1.112 2/2 [==============================] - 0s 18ms/step >28, 614/693, d1=0.508, d2=0.680 g=1.079 2/2 [==============================] - 0s 18ms/step >28, 615/693, d1=0.598, d2=0.508 g=1.200 2/2 [==============================] - 0s 16ms/step >28, 616/693, d1=0.664, d2=0.511 g=1.181 2/2 [==============================] - 0s 17ms/step >28, 617/693, d1=0.507, d2=0.624 g=1.091 2/2 [==============================] - 0s 17ms/step >28, 618/693, d1=0.517, d2=0.521 g=1.205 2/2 [==============================] - 0s 16ms/step >28, 619/693, d1=0.617, d2=0.519 g=1.147 2/2 [==============================] - 0s 18ms/step >28, 620/693, d1=0.551, d2=0.603 g=1.100 2/2 [==============================] - 0s 17ms/step >28, 621/693, d1=0.608, d2=0.519 g=1.164 2/2 [==============================] - 0s 17ms/step >28, 622/693, d1=0.550, d2=0.652 g=1.087 2/2 [==============================] - 0s 18ms/step >28, 623/693, d1=0.584, d2=0.531 g=1.081 2/2 [==============================] - 0s 17ms/step >28, 624/693, d1=0.569, d2=0.640 g=1.192 2/2 [==============================] - 0s 17ms/step >28, 625/693, d1=0.628, d2=0.551 g=0.991 2/2 [==============================] - 0s 16ms/step >28, 626/693, d1=0.657, d2=0.604 g=1.055 2/2 [==============================] - 0s 16ms/step >28, 627/693, d1=0.569, d2=0.591 g=1.144 2/2 [==============================] - 0s 17ms/step >28, 628/693, d1=0.634, d2=0.577 g=1.119 2/2 [==============================] - 0s 16ms/step >28, 629/693, d1=0.507, d2=0.495 g=1.129 2/2 [==============================] - 0s 18ms/step >28, 630/693, d1=0.602, d2=0.619 g=1.104 2/2 [==============================] - 0s 17ms/step >28, 631/693, d1=0.667, d2=0.513 g=1.166 2/2 [==============================] - 0s 16ms/step >28, 632/693, d1=0.545, d2=0.673 g=1.055 2/2 [==============================] - 0s 17ms/step >28, 633/693, d1=0.676, d2=0.568 g=0.977 2/2 [==============================] - 0s 18ms/step >28, 634/693, d1=0.571, d2=0.563 g=1.070 2/2 [==============================] - 0s 16ms/step >28, 635/693, d1=0.557, d2=0.642 g=1.110 2/2 [==============================] - 0s 17ms/step >28, 636/693, d1=0.689, d2=0.666 g=1.113 2/2 [==============================] - 0s 21ms/step >28, 637/693, d1=0.645, d2=0.494 g=1.113 2/2 [==============================] - 0s 17ms/step >28, 638/693, d1=0.607, d2=0.670 g=1.097 2/2 [==============================] - 0s 18ms/step >28, 639/693, d1=0.595, d2=0.537 g=1.096 2/2 [==============================] - 0s 21ms/step >28, 640/693, d1=0.548, d2=0.588 g=1.048 2/2 [==============================] - 0s 17ms/step >28, 641/693, d1=0.599, d2=0.679 g=1.154 2/2 [==============================] - 0s 17ms/step >28, 642/693, d1=0.565, d2=0.535 g=1.205 2/2 [==============================] - 0s 17ms/step >28, 643/693, d1=0.649, d2=0.642 g=1.091 2/2 [==============================] - 0s 19ms/step >28, 644/693, d1=0.611, d2=0.558 g=1.085 2/2 [==============================] - 0s 18ms/step >28, 645/693, d1=0.670, d2=0.565 g=1.000 2/2 [==============================] - 0s 18ms/step >28, 646/693, d1=0.616, d2=0.670 g=1.055 2/2 [==============================] - 0s 18ms/step >28, 647/693, d1=0.462, d2=0.629 g=1.044 2/2 [==============================] - 0s 18ms/step >28, 648/693, d1=0.517, d2=0.612 g=1.136 2/2 [==============================] - 0s 20ms/step >28, 649/693, d1=0.638, d2=0.596 g=1.211 2/2 [==============================] - 0s 21ms/step >28, 650/693, d1=0.611, d2=0.546 g=1.223 2/2 [==============================] - 0s 19ms/step >28, 651/693, d1=0.701, d2=0.537 g=1.145 2/2 [==============================] - 0s 19ms/step >28, 652/693, d1=0.734, d2=0.566 g=1.061 2/2 [==============================] - 0s 18ms/step >28, 653/693, d1=0.629, d2=0.574 g=1.064 2/2 [==============================] - 0s 17ms/step >28, 654/693, d1=0.603, d2=0.657 g=0.982 2/2 [==============================] - 0s 17ms/step >28, 655/693, d1=0.537, d2=0.615 g=1.151 2/2 [==============================] - 0s 17ms/step >28, 656/693, d1=0.603, d2=0.584 g=1.123 2/2 [==============================] - 0s 20ms/step >28, 657/693, d1=0.657, d2=0.556 g=1.189 2/2 [==============================] - 0s 18ms/step >28, 658/693, d1=0.587, d2=0.582 g=1.145 2/2 [==============================] - 0s 17ms/step >28, 659/693, d1=0.539, d2=0.625 g=1.133 2/2 [==============================] - 0s 16ms/step >28, 660/693, d1=0.536, d2=0.542 g=1.259 2/2 [==============================] - 0s 16ms/step >28, 661/693, d1=0.592, d2=0.473 g=1.172 2/2 [==============================] - 0s 18ms/step >28, 662/693, d1=0.623, d2=0.594 g=1.131 2/2 [==============================] - 0s 18ms/step >28, 663/693, d1=0.613, d2=0.553 g=1.194 2/2 [==============================] - 0s 17ms/step >28, 664/693, d1=0.533, d2=0.572 g=1.076 2/2 [==============================] - 0s 19ms/step >28, 665/693, d1=0.631, d2=0.530 g=1.040 2/2 [==============================] - 0s 17ms/step >28, 666/693, d1=0.523, d2=0.599 g=1.126 2/2 [==============================] - 0s 17ms/step >28, 667/693, d1=0.609, d2=0.575 g=1.117 2/2 [==============================] - 0s 16ms/step >28, 668/693, d1=0.641, d2=0.693 g=1.109 2/2 [==============================] - 0s 18ms/step >28, 669/693, d1=0.634, d2=0.641 g=1.112 2/2 [==============================] - 0s 18ms/step >28, 670/693, d1=0.620, d2=0.625 g=1.030 2/2 [==============================] - 0s 20ms/step >28, 671/693, d1=0.636, d2=0.603 g=1.105 2/2 [==============================] - 0s 18ms/step >28, 672/693, d1=0.542, d2=0.604 g=1.250 2/2 [==============================] - 0s 16ms/step >28, 673/693, d1=0.637, d2=0.531 g=1.135 2/2 [==============================] - 0s 17ms/step >28, 674/693, d1=0.611, d2=0.608 g=1.077 2/2 [==============================] - 0s 17ms/step >28, 675/693, d1=0.601, d2=0.580 g=1.066 2/2 [==============================] - 0s 19ms/step >28, 676/693, d1=0.740, d2=0.627 g=1.106 2/2 [==============================] - 0s 16ms/step >28, 677/693, d1=0.553, d2=0.527 g=1.081 2/2 [==============================] - 0s 17ms/step >28, 678/693, d1=0.540, d2=0.593 g=1.188 2/2 [==============================] - 0s 17ms/step >28, 679/693, d1=0.652, d2=0.519 g=1.225 2/2 [==============================] - 0s 17ms/step >28, 680/693, d1=0.558, d2=0.618 g=1.166 2/2 [==============================] - 0s 16ms/step >28, 681/693, d1=0.660, d2=0.490 g=1.091 2/2 [==============================] - 0s 17ms/step >28, 682/693, d1=0.543, d2=0.593 g=1.066 2/2 [==============================] - 0s 17ms/step >28, 683/693, d1=0.578, d2=0.556 g=1.137 2/2 [==============================] - 0s 17ms/step >28, 684/693, d1=0.544, d2=0.548 g=1.100 2/2 [==============================] - 0s 18ms/step >28, 685/693, d1=0.575, d2=0.596 g=1.099 2/2 [==============================] - 0s 16ms/step >28, 686/693, d1=0.741, d2=0.626 g=1.014 2/2 [==============================] - 0s 17ms/step >28, 687/693, d1=0.616, d2=0.628 g=1.174 2/2 [==============================] - 0s 16ms/step >28, 688/693, d1=0.563, d2=0.632 g=1.158 2/2 [==============================] - 0s 17ms/step >28, 689/693, d1=0.660, d2=0.533 g=1.073 2/2 [==============================] - 0s 17ms/step >28, 690/693, d1=0.607, d2=0.555 g=1.049 2/2 [==============================] - 0s 16ms/step >28, 691/693, d1=0.553, d2=0.630 g=1.042 2/2 [==============================] - 0s 17ms/step >28, 692/693, d1=0.631, d2=0.625 g=1.142 2/2 [==============================] - 0s 19ms/step >28, 693/693, d1=0.517, d2=0.658 g=1.109 2/2 [==============================] - 0s 17ms/step >29, 1/693, d1=0.653, d2=0.632 g=1.056 2/2 [==============================] - 0s 17ms/step >29, 2/693, d1=0.614, d2=0.547 g=1.137 2/2 [==============================] - 0s 16ms/step >29, 3/693, d1=0.615, d2=0.670 g=1.070 2/2 [==============================] - 0s 17ms/step >29, 4/693, d1=0.581, d2=0.576 g=1.098 2/2 [==============================] - 0s 17ms/step >29, 5/693, d1=0.620, d2=0.575 g=1.171 2/2 [==============================] - 0s 17ms/step >29, 6/693, d1=0.508, d2=0.650 g=1.140 2/2 [==============================] - 0s 17ms/step >29, 7/693, d1=0.630, d2=0.626 g=1.090 2/2 [==============================] - 0s 17ms/step >29, 8/693, d1=0.639, d2=0.504 g=1.026 2/2 [==============================] - 0s 17ms/step >29, 9/693, d1=0.619, d2=0.589 g=1.044 2/2 [==============================] - 0s 17ms/step >29, 10/693, d1=0.568, d2=0.567 g=1.156 2/2 [==============================] - 0s 17ms/step >29, 11/693, d1=0.530, d2=0.568 g=1.179 2/2 [==============================] - 0s 16ms/step >29, 12/693, d1=0.684, d2=0.521 g=1.155 2/2 [==============================] - 0s 16ms/step >29, 13/693, d1=0.682, d2=0.566 g=1.176 2/2 [==============================] - 0s 18ms/step >29, 14/693, d1=0.559, d2=0.581 g=1.067 2/2 [==============================] - 0s 18ms/step >29, 15/693, d1=0.569, d2=0.656 g=1.049 2/2 [==============================] - 0s 16ms/step >29, 16/693, d1=0.583, d2=0.662 g=1.171 2/2 [==============================] - 0s 17ms/step >29, 17/693, d1=0.581, d2=0.627 g=1.136 2/2 [==============================] - 0s 16ms/step >29, 18/693, d1=0.513, d2=0.541 g=1.155 2/2 [==============================] - 0s 18ms/step >29, 19/693, d1=0.639, d2=0.514 g=1.117 2/2 [==============================] - 0s 16ms/step >29, 20/693, d1=0.543, d2=0.579 g=1.061 2/2 [==============================] - 0s 17ms/step >29, 21/693, d1=0.549, d2=0.593 g=1.032 2/2 [==============================] - 0s 18ms/step >29, 22/693, d1=0.471, d2=0.623 g=1.105 2/2 [==============================] - 0s 17ms/step >29, 23/693, d1=0.585, d2=0.553 g=1.096 2/2 [==============================] - 0s 18ms/step >29, 24/693, d1=0.594, d2=0.511 g=1.081 2/2 [==============================] - 0s 18ms/step >29, 25/693, d1=0.659, d2=0.582 g=1.094 2/2 [==============================] - 0s 17ms/step >29, 26/693, d1=0.580, d2=0.610 g=1.158 2/2 [==============================] - 0s 15ms/step >29, 27/693, d1=0.643, d2=0.602 g=1.140 2/2 [==============================] - 0s 16ms/step >29, 28/693, d1=0.616, d2=0.581 g=1.064 2/2 [==============================] - 0s 16ms/step >29, 29/693, d1=0.589, d2=0.539 g=1.092 2/2 [==============================] - 0s 17ms/step >29, 30/693, d1=0.525, d2=0.539 g=1.201 2/2 [==============================] - 0s 16ms/step >29, 31/693, d1=0.610, d2=0.628 g=1.046 2/2 [==============================] - 0s 16ms/step >29, 32/693, d1=0.570, d2=0.590 g=1.072 2/2 [==============================] - 0s 17ms/step >29, 33/693, d1=0.607, d2=0.517 g=1.080 2/2 [==============================] - 0s 16ms/step >29, 34/693, d1=0.644, d2=0.647 g=1.081 2/2 [==============================] - 0s 16ms/step >29, 35/693, d1=0.582, d2=0.653 g=0.998 2/2 [==============================] - 0s 17ms/step >29, 36/693, d1=0.517, d2=0.628 g=1.080 2/2 [==============================] - 0s 17ms/step >29, 37/693, d1=0.554, d2=0.557 g=1.076 2/2 [==============================] - 0s 17ms/step >29, 38/693, d1=0.555, d2=0.550 g=1.158 2/2 [==============================] - 0s 16ms/step >29, 39/693, d1=0.593, d2=0.637 g=1.103 2/2 [==============================] - 0s 17ms/step >29, 40/693, d1=0.557, d2=0.570 g=1.100 2/2 [==============================] - 0s 21ms/step >29, 41/693, d1=0.625, d2=0.540 g=1.222 2/2 [==============================] - 0s 19ms/step >29, 42/693, d1=0.684, d2=0.633 g=1.096 2/2 [==============================] - 0s 17ms/step >29, 43/693, d1=0.588, d2=0.627 g=1.178 2/2 [==============================] - 0s 17ms/step >29, 44/693, d1=0.628, d2=0.508 g=1.188 2/2 [==============================] - 0s 20ms/step >29, 45/693, d1=0.568, d2=0.567 g=1.046 2/2 [==============================] - 0s 17ms/step >29, 46/693, d1=0.578, d2=0.603 g=1.150 2/2 [==============================] - 0s 20ms/step >29, 47/693, d1=0.577, d2=0.548 g=1.117 2/2 [==============================] - 0s 20ms/step >29, 48/693, d1=0.543, d2=0.597 g=1.031 2/2 [==============================] - 0s 21ms/step >29, 49/693, d1=0.630, d2=0.603 g=1.095 2/2 [==============================] - 0s 19ms/step >29, 50/693, d1=0.647, d2=0.620 g=1.019 2/2 [==============================] - 0s 19ms/step >29, 51/693, d1=0.557, d2=0.531 g=1.173 2/2 [==============================] - 0s 20ms/step >29, 52/693, d1=0.576, d2=0.612 g=1.160 2/2 [==============================] - 0s 19ms/step >29, 53/693, d1=0.516, d2=0.535 g=1.076 2/2 [==============================] - 0s 19ms/step >29, 54/693, d1=0.689, d2=0.718 g=1.070 2/2 [==============================] - 0s 19ms/step >29, 55/693, d1=0.567, d2=0.567 g=1.184 2/2 [==============================] - 0s 21ms/step >29, 56/693, d1=0.573, d2=0.541 g=1.139 2/2 [==============================] - 0s 20ms/step >29, 57/693, d1=0.602, d2=0.542 g=1.155 2/2 [==============================] - 0s 19ms/step >29, 58/693, d1=0.558, d2=0.533 g=1.120 2/2 [==============================] - 0s 18ms/step >29, 59/693, d1=0.640, d2=0.618 g=1.155 2/2 [==============================] - 0s 19ms/step >29, 60/693, d1=0.684, d2=0.616 g=1.119 2/2 [==============================] - 0s 19ms/step >29, 61/693, d1=0.521, d2=0.620 g=1.158 2/2 [==============================] - 0s 20ms/step >29, 62/693, d1=0.626, d2=0.613 g=1.202 2/2 [==============================] - 0s 20ms/step >29, 63/693, d1=0.727, d2=0.471 g=1.083 2/2 [==============================] - 0s 21ms/step >29, 64/693, d1=0.525, d2=0.664 g=1.120 2/2 [==============================] - 0s 19ms/step >29, 65/693, d1=0.612, d2=0.489 g=1.135 2/2 [==============================] - 0s 19ms/step >29, 66/693, d1=0.576, d2=0.633 g=1.099 2/2 [==============================] - 0s 19ms/step >29, 67/693, d1=0.532, d2=0.695 g=1.113 2/2 [==============================] - 0s 20ms/step >29, 68/693, d1=0.606, d2=0.624 g=1.061 2/2 [==============================] - 0s 20ms/step >29, 69/693, d1=0.599, d2=0.572 g=1.043 2/2 [==============================] - 0s 20ms/step >29, 70/693, d1=0.690, d2=0.584 g=1.079 2/2 [==============================] - 0s 21ms/step >29, 71/693, d1=0.616, d2=0.604 g=1.124 2/2 [==============================] - 0s 20ms/step >29, 72/693, d1=0.517, d2=0.602 g=1.133 2/2 [==============================] - 0s 20ms/step >29, 73/693, d1=0.644, d2=0.625 g=1.065 2/2 [==============================] - 0s 20ms/step >29, 74/693, d1=0.533, d2=0.495 g=1.188 2/2 [==============================] - 0s 19ms/step >29, 75/693, d1=0.587, d2=0.587 g=1.165 2/2 [==============================] - 0s 20ms/step >29, 76/693, d1=0.640, d2=0.658 g=1.113 2/2 [==============================] - 0s 19ms/step >29, 77/693, d1=0.653, d2=0.547 g=1.091 2/2 [==============================] - 0s 18ms/step >29, 78/693, d1=0.503, d2=0.572 g=1.059 2/2 [==============================] - 0s 20ms/step >29, 79/693, d1=0.619, d2=0.503 g=1.059 2/2 [==============================] - 0s 19ms/step >29, 80/693, d1=0.624, d2=0.624 g=1.096 2/2 [==============================] - 0s 19ms/step >29, 81/693, d1=0.577, d2=0.645 g=1.069 2/2 [==============================] - 0s 17ms/step >29, 82/693, d1=0.580, d2=0.578 g=1.152 2/2 [==============================] - 0s 21ms/step >29, 83/693, d1=0.564, d2=0.600 g=1.215 2/2 [==============================] - 0s 20ms/step >29, 84/693, d1=0.687, d2=0.631 g=1.078 2/2 [==============================] - 0s 20ms/step >29, 85/693, d1=0.570, d2=0.535 g=1.114 2/2 [==============================] - 0s 19ms/step >29, 86/693, d1=0.599, d2=0.514 g=1.072 2/2 [==============================] - 0s 22ms/step >29, 87/693, d1=0.639, d2=0.639 g=1.129 2/2 [==============================] - 0s 20ms/step >29, 88/693, d1=0.618, d2=0.567 g=1.097 2/2 [==============================] - 0s 28ms/step >29, 89/693, d1=0.570, d2=0.551 g=1.051 2/2 [==============================] - 0s 19ms/step >29, 90/693, d1=0.548, d2=0.525 g=1.034 2/2 [==============================] - 0s 17ms/step >29, 91/693, d1=0.684, d2=0.614 g=1.041 2/2 [==============================] - 0s 16ms/step >29, 92/693, d1=0.549, d2=0.713 g=1.130 2/2 [==============================] - 0s 20ms/step >29, 93/693, d1=0.595, d2=0.621 g=1.111 2/2 [==============================] - 0s 19ms/step >29, 94/693, d1=0.561, d2=0.620 g=1.116 2/2 [==============================] - 0s 17ms/step >29, 95/693, d1=0.561, d2=0.590 g=1.181 2/2 [==============================] - 0s 17ms/step >29, 96/693, d1=0.627, d2=0.502 g=1.286 2/2 [==============================] - 0s 18ms/step >29, 97/693, d1=0.625, d2=0.574 g=1.220 2/2 [==============================] - 0s 21ms/step >29, 98/693, d1=0.564, d2=0.562 g=1.080 2/2 [==============================] - 0s 19ms/step >29, 99/693, d1=0.615, d2=0.604 g=1.165 2/2 [==============================] - 0s 18ms/step >29, 100/693, d1=0.520, d2=0.548 g=1.096 2/2 [==============================] - 0s 18ms/step >29, 101/693, d1=0.469, d2=0.596 g=1.116 2/2 [==============================] - 0s 17ms/step >29, 102/693, d1=0.576, d2=0.548 g=1.159 2/2 [==============================] - 0s 17ms/step >29, 103/693, d1=0.569, d2=0.636 g=1.120 2/2 [==============================] - 0s 17ms/step >29, 104/693, d1=0.621, d2=0.505 g=1.091 2/2 [==============================] - 0s 17ms/step >29, 105/693, d1=0.514, d2=0.535 g=1.121 2/2 [==============================] - 0s 19ms/step >29, 106/693, d1=0.640, d2=0.608 g=1.127 2/2 [==============================] - 0s 17ms/step >29, 107/693, d1=0.561, d2=0.565 g=1.077 2/2 [==============================] - 0s 17ms/step >29, 108/693, d1=0.532, d2=0.519 g=1.028 2/2 [==============================] - 0s 17ms/step >29, 109/693, d1=0.669, d2=0.587 g=1.144 2/2 [==============================] - 0s 18ms/step >29, 110/693, d1=0.532, d2=0.570 g=1.172 2/2 [==============================] - 0s 17ms/step >29, 111/693, d1=0.540, d2=0.566 g=1.196 2/2 [==============================] - 0s 17ms/step >29, 112/693, d1=0.588, d2=0.598 g=1.078 2/2 [==============================] - 0s 18ms/step >29, 113/693, d1=0.537, d2=0.679 g=1.166 2/2 [==============================] - 0s 18ms/step >29, 114/693, d1=0.549, d2=0.511 g=1.159 2/2 [==============================] - 0s 17ms/step >29, 115/693, d1=0.581, d2=0.530 g=1.209 2/2 [==============================] - 0s 18ms/step >29, 116/693, d1=0.665, d2=0.534 g=1.110 2/2 [==============================] - 0s 18ms/step >29, 117/693, d1=0.689, d2=0.581 g=1.059 2/2 [==============================] - 0s 17ms/step >29, 118/693, d1=0.660, d2=0.593 g=0.973 2/2 [==============================] - 0s 17ms/step >29, 119/693, d1=0.517, d2=0.674 g=1.032 2/2 [==============================] - 0s 17ms/step >29, 120/693, d1=0.604, d2=0.609 g=1.069 2/2 [==============================] - 0s 17ms/step >29, 121/693, d1=0.550, d2=0.539 g=1.058 2/2 [==============================] - 0s 21ms/step >29, 122/693, d1=0.560, d2=0.514 g=1.054 2/2 [==============================] - 0s 18ms/step >29, 123/693, d1=0.676, d2=0.568 g=1.137 2/2 [==============================] - 0s 16ms/step >29, 124/693, d1=0.579, d2=0.613 g=1.029 2/2 [==============================] - 0s 17ms/step >29, 125/693, d1=0.726, d2=0.562 g=1.126 2/2 [==============================] - 0s 17ms/step >29, 126/693, d1=0.608, d2=0.571 g=1.073 2/2 [==============================] - 0s 18ms/step >29, 127/693, d1=0.581, d2=0.583 g=1.124 2/2 [==============================] - 0s 17ms/step >29, 128/693, d1=0.574, d2=0.562 g=1.211 2/2 [==============================] - 0s 19ms/step >29, 129/693, d1=0.602, d2=0.552 g=1.114 2/2 [==============================] - 0s 19ms/step >29, 130/693, d1=0.563, d2=0.670 g=1.067 2/2 [==============================] - 0s 16ms/step >29, 131/693, d1=0.594, d2=0.574 g=1.087 2/2 [==============================] - 0s 17ms/step >29, 132/693, d1=0.586, d2=0.543 g=1.156 2/2 [==============================] - 0s 19ms/step >29, 133/693, d1=0.597, d2=0.580 g=1.223 2/2 [==============================] - 0s 17ms/step >29, 134/693, d1=0.536, d2=0.569 g=1.220 2/2 [==============================] - 0s 17ms/step >29, 135/693, d1=0.615, d2=0.569 g=1.062 2/2 [==============================] - 0s 16ms/step >29, 136/693, d1=0.607, d2=0.591 g=1.171 2/2 [==============================] - 0s 17ms/step >29, 137/693, d1=0.632, d2=0.562 g=1.069 2/2 [==============================] - 0s 16ms/step >29, 138/693, d1=0.517, d2=0.585 g=1.072 2/2 [==============================] - 0s 17ms/step >29, 139/693, d1=0.576, d2=0.604 g=1.037 2/2 [==============================] - 0s 18ms/step >29, 140/693, d1=0.556, d2=0.539 g=1.176 2/2 [==============================] - 0s 17ms/step >29, 141/693, d1=0.585, d2=0.555 g=1.119 2/2 [==============================] - 0s 17ms/step >29, 142/693, d1=0.531, d2=0.665 g=1.099 2/2 [==============================] - 0s 18ms/step >29, 143/693, d1=0.571, d2=0.578 g=1.080 2/2 [==============================] - 0s 16ms/step >29, 144/693, d1=0.736, d2=0.584 g=1.000 2/2 [==============================] - 0s 17ms/step >29, 145/693, d1=0.626, d2=0.587 g=1.047 2/2 [==============================] - 0s 16ms/step >29, 146/693, d1=0.570, d2=0.622 g=1.110 2/2 [==============================] - 0s 20ms/step >29, 147/693, d1=0.670, d2=0.598 g=1.104 2/2 [==============================] - 0s 18ms/step >29, 148/693, d1=0.609, d2=0.616 g=0.998 2/2 [==============================] - 0s 17ms/step >29, 149/693, d1=0.489, d2=0.601 g=1.068 2/2 [==============================] - 0s 16ms/step >29, 150/693, d1=0.626, d2=0.587 g=1.151 2/2 [==============================] - 0s 17ms/step >29, 151/693, d1=0.664, d2=0.593 g=1.070 2/2 [==============================] - 0s 18ms/step >29, 152/693, d1=0.590, d2=0.685 g=1.112 2/2 [==============================] - 0s 17ms/step >29, 153/693, d1=0.508, d2=0.537 g=1.102 2/2 [==============================] - 0s 18ms/step >29, 154/693, d1=0.594, d2=0.613 g=1.140 2/2 [==============================] - 0s 17ms/step >29, 155/693, d1=0.587, d2=0.569 g=1.056 2/2 [==============================] - 0s 17ms/step >29, 156/693, d1=0.595, d2=0.587 g=1.095 2/2 [==============================] - 0s 16ms/step >29, 157/693, d1=0.563, d2=0.614 g=1.193 2/2 [==============================] - 0s 16ms/step >29, 158/693, d1=0.552, d2=0.506 g=1.078 2/2 [==============================] - 0s 18ms/step >29, 159/693, d1=0.542, d2=0.553 g=1.140 2/2 [==============================] - 0s 16ms/step >29, 160/693, d1=0.605, d2=0.561 g=1.063 2/2 [==============================] - 0s 17ms/step >29, 161/693, d1=0.543, d2=0.573 g=1.188 2/2 [==============================] - 0s 16ms/step >29, 162/693, d1=0.632, d2=0.487 g=1.205 2/2 [==============================] - 0s 16ms/step >29, 163/693, d1=0.588, d2=0.529 g=1.185 2/2 [==============================] - 0s 18ms/step >29, 164/693, d1=0.578, d2=0.588 g=1.189 2/2 [==============================] - 0s 16ms/step >29, 165/693, d1=0.611, d2=0.574 g=1.107 2/2 [==============================] - 0s 18ms/step >29, 166/693, d1=0.623, d2=0.571 g=1.068 2/2 [==============================] - 0s 19ms/step >29, 167/693, d1=0.546, d2=0.681 g=1.142 2/2 [==============================] - 0s 16ms/step >29, 168/693, d1=0.594, d2=0.647 g=1.150 2/2 [==============================] - 0s 17ms/step >29, 169/693, d1=0.534, d2=0.563 g=1.058 2/2 [==============================] - 0s 17ms/step >29, 170/693, d1=0.531, d2=0.575 g=1.123 2/2 [==============================] - 0s 18ms/step >29, 171/693, d1=0.586, d2=0.550 g=1.095 2/2 [==============================] - 0s 18ms/step >29, 172/693, d1=0.565, d2=0.587 g=1.002 2/2 [==============================] - 0s 18ms/step >29, 173/693, d1=0.536, d2=0.640 g=1.182 2/2 [==============================] - 0s 17ms/step >29, 174/693, d1=0.559, d2=0.555 g=1.165 2/2 [==============================] - 0s 17ms/step >29, 175/693, d1=0.687, d2=0.610 g=1.196 2/2 [==============================] - 0s 17ms/step >29, 176/693, d1=0.705, d2=0.508 g=1.146 2/2 [==============================] - 0s 17ms/step >29, 177/693, d1=0.634, d2=0.663 g=1.034 2/2 [==============================] - 0s 17ms/step >29, 178/693, d1=0.621, d2=0.594 g=1.058 2/2 [==============================] - 0s 19ms/step >29, 179/693, d1=0.616, d2=0.616 g=1.006 2/2 [==============================] - 0s 17ms/step >29, 180/693, d1=0.595, d2=0.627 g=1.110 2/2 [==============================] - 0s 18ms/step >29, 181/693, d1=0.484, d2=0.622 g=1.130 2/2 [==============================] - 0s 17ms/step >29, 182/693, d1=0.651, d2=0.519 g=1.030 2/2 [==============================] - 0s 17ms/step >29, 183/693, d1=0.643, d2=0.547 g=1.146 2/2 [==============================] - 0s 17ms/step >29, 184/693, d1=0.612, d2=0.588 g=1.054 2/2 [==============================] - 0s 19ms/step >29, 185/693, d1=0.593, d2=0.647 g=1.035 2/2 [==============================] - 0s 18ms/step >29, 186/693, d1=0.624, d2=0.672 g=1.074 2/2 [==============================] - 0s 17ms/step >29, 187/693, d1=0.633, d2=0.536 g=1.107 2/2 [==============================] - 0s 18ms/step >29, 188/693, d1=0.653, d2=0.688 g=1.093 2/2 [==============================] - 0s 17ms/step >29, 189/693, d1=0.538, d2=0.627 g=1.191 2/2 [==============================] - 0s 17ms/step >29, 190/693, d1=0.608, d2=0.537 g=1.248 2/2 [==============================] - 0s 18ms/step >29, 191/693, d1=0.585, d2=0.535 g=1.145 2/2 [==============================] - 0s 17ms/step >29, 192/693, d1=0.728, d2=0.529 g=1.088 2/2 [==============================] - 0s 17ms/step >29, 193/693, d1=0.595, d2=0.586 g=1.334 2/2 [==============================] - 0s 18ms/step >29, 194/693, d1=0.659, d2=0.610 g=1.193 2/2 [==============================] - 0s 18ms/step >29, 195/693, d1=0.653, d2=0.567 g=1.191 2/2 [==============================] - 0s 17ms/step >29, 196/693, d1=0.484, d2=0.548 g=1.204 2/2 [==============================] - 0s 17ms/step >29, 197/693, d1=0.507, d2=0.596 g=1.251 2/2 [==============================] - 0s 19ms/step >29, 198/693, d1=0.662, d2=0.556 g=1.215 2/2 [==============================] - 0s 16ms/step >29, 199/693, d1=0.600, d2=0.661 g=1.175 2/2 [==============================] - 0s 16ms/step >29, 200/693, d1=0.599, d2=0.542 g=1.107 2/2 [==============================] - 0s 17ms/step >29, 201/693, d1=0.562, d2=0.587 g=1.099 2/2 [==============================] - 0s 17ms/step >29, 202/693, d1=0.610, d2=0.588 g=1.091 2/2 [==============================] - 0s 17ms/step >29, 203/693, d1=0.566, d2=0.612 g=1.160 2/2 [==============================] - 0s 18ms/step >29, 204/693, d1=0.564, d2=0.521 g=1.143 2/2 [==============================] - 0s 17ms/step >29, 205/693, d1=0.582, d2=0.595 g=1.171 2/2 [==============================] - 0s 18ms/step >29, 206/693, d1=0.569, d2=0.648 g=1.129 2/2 [==============================] - 0s 16ms/step >29, 207/693, d1=0.566, d2=0.477 g=1.071 2/2 [==============================] - 0s 17ms/step >29, 208/693, d1=0.638, d2=0.621 g=1.048 2/2 [==============================] - 0s 17ms/step >29, 209/693, d1=0.595, d2=0.664 g=1.104 2/2 [==============================] - 0s 16ms/step >29, 210/693, d1=0.553, d2=0.588 g=1.264 2/2 [==============================] - 0s 19ms/step >29, 211/693, d1=0.654, d2=0.604 g=1.126 2/2 [==============================] - 0s 17ms/step >29, 212/693, d1=0.619, d2=0.584 g=1.110 2/2 [==============================] - 0s 17ms/step >29, 213/693, d1=0.583, d2=0.593 g=1.062 2/2 [==============================] - 0s 17ms/step >29, 214/693, d1=0.610, d2=0.654 g=1.110 2/2 [==============================] - 0s 16ms/step >29, 215/693, d1=0.578, d2=0.636 g=1.112 2/2 [==============================] - 0s 18ms/step >29, 216/693, d1=0.605, d2=0.595 g=1.072 2/2 [==============================] - 0s 16ms/step >29, 217/693, d1=0.633, d2=0.557 g=1.152 2/2 [==============================] - 0s 19ms/step >29, 218/693, d1=0.597, d2=0.580 g=1.133 2/2 [==============================] - 0s 18ms/step >29, 219/693, d1=0.667, d2=0.555 g=1.154 2/2 [==============================] - 0s 17ms/step >29, 220/693, d1=0.574, d2=0.472 g=1.114 2/2 [==============================] - 0s 16ms/step >29, 221/693, d1=0.543, d2=0.580 g=1.038 2/2 [==============================] - 0s 17ms/step >29, 222/693, d1=0.697, d2=0.563 g=1.103 2/2 [==============================] - 0s 16ms/step >29, 223/693, d1=0.592, d2=0.586 g=1.091 2/2 [==============================] - 0s 16ms/step >29, 224/693, d1=0.493, d2=0.636 g=1.155 2/2 [==============================] - 0s 17ms/step >29, 225/693, d1=0.639, d2=0.564 g=1.086 2/2 [==============================] - 0s 18ms/step >29, 226/693, d1=0.619, d2=0.602 g=1.072 2/2 [==============================] - 0s 17ms/step >29, 227/693, d1=0.662, d2=0.665 g=1.038 2/2 [==============================] - 0s 16ms/step >29, 228/693, d1=0.522, d2=0.622 g=1.054 2/2 [==============================] - 0s 18ms/step >29, 229/693, d1=0.653, d2=0.606 g=1.108 2/2 [==============================] - 0s 16ms/step >29, 230/693, d1=0.602, d2=0.560 g=1.112 2/2 [==============================] - 0s 18ms/step >29, 231/693, d1=0.604, d2=0.572 g=1.062 2/2 [==============================] - 0s 18ms/step >29, 232/693, d1=0.563, d2=0.571 g=1.070 2/2 [==============================] - 0s 18ms/step >29, 233/693, d1=0.622, d2=0.620 g=1.059 2/2 [==============================] - 0s 16ms/step >29, 234/693, d1=0.580, d2=0.591 g=1.031 2/2 [==============================] - 0s 16ms/step >29, 235/693, d1=0.537, d2=0.608 g=1.111 2/2 [==============================] - 0s 16ms/step >29, 236/693, d1=0.545, d2=0.558 g=1.089 2/2 [==============================] - 0s 17ms/step >29, 237/693, d1=0.580, d2=0.550 g=1.221 2/2 [==============================] - 0s 19ms/step >29, 238/693, d1=0.635, d2=0.668 g=1.158 2/2 [==============================] - 0s 17ms/step >29, 239/693, d1=0.525, d2=0.509 g=1.126 2/2 [==============================] - 0s 17ms/step >29, 240/693, d1=0.516, d2=0.594 g=1.101 2/2 [==============================] - 0s 19ms/step >29, 241/693, d1=0.584, d2=0.506 g=1.132 2/2 [==============================] - 0s 17ms/step >29, 242/693, d1=0.569, d2=0.532 g=1.083 2/2 [==============================] - 0s 17ms/step >29, 243/693, d1=0.584, d2=0.531 g=1.240 2/2 [==============================] - 0s 17ms/step >29, 244/693, d1=0.646, d2=0.526 g=1.083 2/2 [==============================] - 0s 17ms/step >29, 245/693, d1=0.484, d2=0.542 g=1.156 2/2 [==============================] - 0s 17ms/step >29, 246/693, d1=0.527, d2=0.538 g=1.032 2/2 [==============================] - 0s 16ms/step >29, 247/693, d1=0.563, d2=0.502 g=1.007 2/2 [==============================] - 0s 18ms/step >29, 248/693, d1=0.470, d2=0.613 g=1.187 2/2 [==============================] - 0s 17ms/step >29, 249/693, d1=0.542, d2=0.599 g=1.206 2/2 [==============================] - 0s 17ms/step >29, 250/693, d1=0.648, d2=0.492 g=1.216 2/2 [==============================] - 0s 16ms/step >29, 251/693, d1=0.713, d2=0.654 g=1.112 2/2 [==============================] - 0s 17ms/step >29, 252/693, d1=0.550, d2=0.516 g=0.974 2/2 [==============================] - 0s 18ms/step >29, 253/693, d1=0.632, d2=0.671 g=1.153 2/2 [==============================] - 0s 17ms/step >29, 254/693, d1=0.527, d2=0.564 g=1.170 2/2 [==============================] - 0s 17ms/step >29, 255/693, d1=0.669, d2=0.563 g=1.077 2/2 [==============================] - 0s 16ms/step >29, 256/693, d1=0.584, d2=0.578 g=1.113 2/2 [==============================] - 0s 18ms/step >29, 257/693, d1=0.645, d2=0.526 g=1.124 2/2 [==============================] - 0s 17ms/step >29, 258/693, d1=0.551, d2=0.635 g=1.143 2/2 [==============================] - 0s 18ms/step >29, 259/693, d1=0.677, d2=0.587 g=1.025 2/2 [==============================] - 0s 18ms/step >29, 260/693, d1=0.548, d2=0.596 g=1.069 2/2 [==============================] - 0s 18ms/step >29, 261/693, d1=0.526, d2=0.663 g=1.174 2/2 [==============================] - 0s 17ms/step >29, 262/693, d1=0.549, d2=0.558 g=1.194 2/2 [==============================] - 0s 18ms/step >29, 263/693, d1=0.584, d2=0.574 g=1.170 2/2 [==============================] - 0s 17ms/step >29, 264/693, d1=0.575, d2=0.603 g=1.219 2/2 [==============================] - 0s 17ms/step >29, 265/693, d1=0.617, d2=0.536 g=1.168 2/2 [==============================] - 0s 16ms/step >29, 266/693, d1=0.525, d2=0.586 g=1.113 2/2 [==============================] - 0s 18ms/step >29, 267/693, d1=0.595, d2=0.508 g=1.145 2/2 [==============================] - 0s 17ms/step >29, 268/693, d1=0.591, d2=0.684 g=1.164 2/2 [==============================] - 0s 17ms/step >29, 269/693, d1=0.613, d2=0.549 g=1.147 2/2 [==============================] - 0s 18ms/step >29, 270/693, d1=0.531, d2=0.641 g=1.211 2/2 [==============================] - 0s 18ms/step >29, 271/693, d1=0.648, d2=0.471 g=1.130 2/2 [==============================] - 0s 17ms/step >29, 272/693, d1=0.600, d2=0.567 g=1.019 2/2 [==============================] - 0s 18ms/step >29, 273/693, d1=0.469, d2=0.554 g=1.060 2/2 [==============================] - 0s 17ms/step >29, 274/693, d1=0.541, d2=0.519 g=1.108 2/2 [==============================] - 0s 18ms/step >29, 275/693, d1=0.750, d2=0.671 g=1.230 2/2 [==============================] - 0s 18ms/step >29, 276/693, d1=0.565, d2=0.526 g=1.242 2/2 [==============================] - 0s 17ms/step >29, 277/693, d1=0.648, d2=0.549 g=1.269 2/2 [==============================] - 0s 18ms/step >29, 278/693, d1=0.577, d2=0.603 g=1.167 2/2 [==============================] - 0s 20ms/step >29, 279/693, d1=0.621, d2=0.650 g=1.095 2/2 [==============================] - 0s 19ms/step >29, 280/693, d1=0.600, d2=0.509 g=1.176 2/2 [==============================] - 0s 17ms/step >29, 281/693, d1=0.662, d2=0.638 g=1.161 2/2 [==============================] - 0s 19ms/step >29, 282/693, d1=0.536, d2=0.603 g=1.196 2/2 [==============================] - 0s 17ms/step >29, 283/693, d1=0.520, d2=0.562 g=1.156 2/2 [==============================] - 0s 17ms/step >29, 284/693, d1=0.498, d2=0.656 g=1.198 2/2 [==============================] - 0s 17ms/step >29, 285/693, d1=0.670, d2=0.539 g=1.216 2/2 [==============================] - 0s 17ms/step >29, 286/693, d1=0.548, d2=0.594 g=1.151 2/2 [==============================] - 0s 17ms/step >29, 287/693, d1=0.643, d2=0.532 g=1.183 2/2 [==============================] - 0s 16ms/step >29, 288/693, d1=0.608, d2=0.529 g=1.135 2/2 [==============================] - 0s 19ms/step >29, 289/693, d1=0.632, d2=0.623 g=1.069 2/2 [==============================] - 0s 16ms/step >29, 290/693, d1=0.546, d2=0.507 g=1.055 2/2 [==============================] - 0s 17ms/step >29, 291/693, d1=0.448, d2=0.673 g=1.158 2/2 [==============================] - 0s 17ms/step >29, 292/693, d1=0.586, d2=0.581 g=1.058 2/2 [==============================] - 0s 17ms/step >29, 293/693, d1=0.682, d2=0.581 g=1.151 2/2 [==============================] - 0s 18ms/step >29, 294/693, d1=0.653, d2=0.562 g=1.069 2/2 [==============================] - 0s 17ms/step >29, 295/693, d1=0.560, d2=0.610 g=1.199 2/2 [==============================] - 0s 17ms/step >29, 296/693, d1=0.620, d2=0.554 g=1.139 2/2 [==============================] - 0s 18ms/step >29, 297/693, d1=0.555, d2=0.568 g=1.086 2/2 [==============================] - 0s 18ms/step >29, 298/693, d1=0.634, d2=0.566 g=1.098 2/2 [==============================] - 0s 17ms/step >29, 299/693, d1=0.508, d2=0.572 g=1.164 2/2 [==============================] - 0s 17ms/step >29, 300/693, d1=0.583, d2=0.595 g=1.153 2/2 [==============================] - 0s 16ms/step >29, 301/693, d1=0.584, d2=0.559 g=1.140 2/2 [==============================] - 0s 17ms/step >29, 302/693, d1=0.476, d2=0.563 g=1.054 2/2 [==============================] - 0s 17ms/step >29, 303/693, d1=0.558, d2=0.649 g=1.136 2/2 [==============================] - 0s 19ms/step >29, 304/693, d1=0.628, d2=0.530 g=1.107 2/2 [==============================] - 0s 17ms/step >29, 305/693, d1=0.650, d2=0.580 g=1.108 2/2 [==============================] - 0s 18ms/step >29, 306/693, d1=0.623, d2=0.551 g=1.109 2/2 [==============================] - 0s 17ms/step >29, 307/693, d1=0.540, d2=0.642 g=1.100 2/2 [==============================] - 0s 17ms/step >29, 308/693, d1=0.559, d2=0.671 g=1.129 2/2 [==============================] - 0s 16ms/step >29, 309/693, d1=0.545, d2=0.600 g=1.193 2/2 [==============================] - 0s 16ms/step >29, 310/693, d1=0.653, d2=0.600 g=1.118 2/2 [==============================] - 0s 17ms/step >29, 311/693, d1=0.595, d2=0.454 g=1.071 2/2 [==============================] - 0s 17ms/step >29, 312/693, d1=0.595, d2=0.621 g=1.111 2/2 [==============================] - 0s 17ms/step >29, 313/693, d1=0.509, d2=0.662 g=1.110 2/2 [==============================] - 0s 17ms/step >29, 314/693, d1=0.604, d2=0.630 g=1.096 2/2 [==============================] - 0s 17ms/step >29, 315/693, d1=0.625, d2=0.605 g=1.141 2/2 [==============================] - 0s 16ms/step >29, 316/693, d1=0.588, d2=0.593 g=1.092 2/2 [==============================] - 0s 18ms/step >29, 317/693, d1=0.755, d2=0.557 g=1.032 2/2 [==============================] - 0s 17ms/step >29, 318/693, d1=0.542, d2=0.569 g=0.995 2/2 [==============================] - 0s 16ms/step >29, 319/693, d1=0.607, d2=0.666 g=1.109 2/2 [==============================] - 0s 17ms/step >29, 320/693, d1=0.537, d2=0.587 g=1.051 2/2 [==============================] - 0s 19ms/step >29, 321/693, d1=0.606, d2=0.579 g=1.004 2/2 [==============================] - 0s 16ms/step >29, 322/693, d1=0.610, d2=0.712 g=1.109 2/2 [==============================] - 0s 17ms/step >29, 323/693, d1=0.642, d2=0.504 g=1.237 2/2 [==============================] - 0s 17ms/step >29, 324/693, d1=0.646, d2=0.566 g=1.154 2/2 [==============================] - 0s 18ms/step >29, 325/693, d1=0.600, d2=0.528 g=1.060 2/2 [==============================] - 0s 17ms/step >29, 326/693, d1=0.514, d2=0.555 g=1.227 2/2 [==============================] - 0s 16ms/step >29, 327/693, d1=0.657, d2=0.517 g=1.181 2/2 [==============================] - 0s 17ms/step >29, 328/693, d1=0.521, d2=0.630 g=1.167 2/2 [==============================] - 0s 16ms/step >29, 329/693, d1=0.602, d2=0.563 g=1.209 2/2 [==============================] - 0s 18ms/step >29, 330/693, d1=0.686, d2=0.642 g=1.142 2/2 [==============================] - 0s 17ms/step >29, 331/693, d1=0.674, d2=0.624 g=1.189 2/2 [==============================] - 0s 17ms/step >29, 332/693, d1=0.533, d2=0.673 g=1.079 2/2 [==============================] - 0s 18ms/step >29, 333/693, d1=0.694, d2=0.543 g=1.162 2/2 [==============================] - 0s 16ms/step >29, 334/693, d1=0.596, d2=0.566 g=1.106 2/2 [==============================] - 0s 16ms/step >29, 335/693, d1=0.542, d2=0.644 g=1.122 2/2 [==============================] - 0s 17ms/step >29, 336/693, d1=0.644, d2=0.581 g=1.101 2/2 [==============================] - 0s 21ms/step >29, 337/693, d1=0.447, d2=0.543 g=1.169 2/2 [==============================] - 0s 16ms/step >29, 338/693, d1=0.599, d2=0.547 g=1.186 2/2 [==============================] - 0s 17ms/step >29, 339/693, d1=0.721, d2=0.597 g=1.090 2/2 [==============================] - 0s 17ms/step >29, 340/693, d1=0.614, d2=0.609 g=1.100 2/2 [==============================] - 0s 17ms/step >29, 341/693, d1=0.445, d2=0.624 g=1.187 2/2 [==============================] - 0s 17ms/step >29, 342/693, d1=0.662, d2=0.448 g=1.062 2/2 [==============================] - 0s 17ms/step >29, 343/693, d1=0.615, d2=0.589 g=1.174 2/2 [==============================] - 0s 17ms/step >29, 344/693, d1=0.547, d2=0.551 g=1.109 2/2 [==============================] - 0s 17ms/step >29, 345/693, d1=0.508, d2=0.611 g=1.125 2/2 [==============================] - 0s 17ms/step >29, 346/693, d1=0.556, d2=0.545 g=1.114 2/2 [==============================] - 0s 17ms/step >29, 347/693, d1=0.532, d2=0.563 g=1.044 2/2 [==============================] - 0s 16ms/step >29, 348/693, d1=0.608, d2=0.557 g=1.153 2/2 [==============================] - 0s 16ms/step >29, 349/693, d1=0.552, d2=0.632 g=1.123 2/2 [==============================] - 0s 16ms/step >29, 350/693, d1=0.644, d2=0.535 g=1.130 2/2 [==============================] - 0s 17ms/step >29, 351/693, d1=0.629, d2=0.516 g=1.075 2/2 [==============================] - 0s 16ms/step >29, 352/693, d1=0.607, d2=0.526 g=1.122 2/2 [==============================] - 0s 19ms/step >29, 353/693, d1=0.543, d2=0.631 g=1.158 2/2 [==============================] - 0s 17ms/step >29, 354/693, d1=0.511, d2=0.592 g=1.263 2/2 [==============================] - 0s 16ms/step >29, 355/693, d1=0.606, d2=0.576 g=1.124 2/2 [==============================] - 0s 16ms/step >29, 356/693, d1=0.561, d2=0.567 g=1.226 2/2 [==============================] - 0s 17ms/step >29, 357/693, d1=0.574, d2=0.586 g=1.070 2/2 [==============================] - 0s 16ms/step >29, 358/693, d1=0.567, d2=0.570 g=1.133 2/2 [==============================] - 0s 17ms/step >29, 359/693, d1=0.754, d2=0.577 g=1.138 2/2 [==============================] - 0s 17ms/step >29, 360/693, d1=0.560, d2=0.590 g=1.137 2/2 [==============================] - 0s 16ms/step >29, 361/693, d1=0.487, d2=0.536 g=1.106 2/2 [==============================] - 0s 17ms/step >29, 362/693, d1=0.725, d2=0.586 g=1.124 2/2 [==============================] - 0s 17ms/step >29, 363/693, d1=0.488, d2=0.557 g=1.229 2/2 [==============================] - 0s 17ms/step >29, 364/693, d1=0.536, d2=0.600 g=1.140 2/2 [==============================] - 0s 16ms/step >29, 365/693, d1=0.614, d2=0.581 g=1.158 2/2 [==============================] - 0s 18ms/step >29, 366/693, d1=0.564, d2=0.509 g=1.133 2/2 [==============================] - 0s 17ms/step >29, 367/693, d1=0.707, d2=0.547 g=1.048 2/2 [==============================] - 0s 17ms/step >29, 368/693, d1=0.575, d2=0.624 g=1.132 2/2 [==============================] - 0s 17ms/step >29, 369/693, d1=0.528, d2=0.610 g=1.140 2/2 [==============================] - 0s 18ms/step >29, 370/693, d1=0.606, d2=0.540 g=1.111 2/2 [==============================] - 0s 18ms/step >29, 371/693, d1=0.562, d2=0.561 g=1.267 2/2 [==============================] - 0s 17ms/step >29, 372/693, d1=0.596, d2=0.462 g=1.226 2/2 [==============================] - 0s 18ms/step >29, 373/693, d1=0.547, d2=0.566 g=1.164 2/2 [==============================] - 0s 18ms/step >29, 374/693, d1=0.617, d2=0.615 g=1.149 2/2 [==============================] - 0s 18ms/step >29, 375/693, d1=0.647, d2=0.580 g=1.162 2/2 [==============================] - 0s 17ms/step >29, 376/693, d1=0.602, d2=0.558 g=1.109 2/2 [==============================] - 0s 18ms/step >29, 377/693, d1=0.569, d2=0.590 g=0.980 2/2 [==============================] - 0s 16ms/step >29, 378/693, d1=0.546, d2=0.562 g=1.010 2/2 [==============================] - 0s 16ms/step >29, 379/693, d1=0.483, d2=0.695 g=1.217 2/2 [==============================] - 0s 16ms/step >29, 380/693, d1=0.548, d2=0.550 g=1.295 2/2 [==============================] - 0s 17ms/step >29, 381/693, d1=0.618, d2=0.564 g=1.103 2/2 [==============================] - 0s 17ms/step >29, 382/693, d1=0.545, d2=0.554 g=1.101 2/2 [==============================] - 0s 16ms/step >29, 383/693, d1=0.623, d2=0.534 g=1.048 2/2 [==============================] - 0s 16ms/step >29, 384/693, d1=0.559, d2=0.514 g=1.084 2/2 [==============================] - 0s 19ms/step >29, 385/693, d1=0.599, d2=0.630 g=1.058 2/2 [==============================] - 0s 16ms/step >29, 386/693, d1=0.553, d2=0.466 g=1.104 2/2 [==============================] - 0s 16ms/step >29, 387/693, d1=0.576, d2=0.618 g=1.086 2/2 [==============================] - 0s 17ms/step >29, 388/693, d1=0.564, d2=0.587 g=1.106 2/2 [==============================] - 0s 18ms/step >29, 389/693, d1=0.602, d2=0.593 g=1.176 2/2 [==============================] - 0s 18ms/step >29, 390/693, d1=0.569, d2=0.570 g=1.186 2/2 [==============================] - 0s 17ms/step >29, 391/693, d1=0.656, d2=0.562 g=1.153 2/2 [==============================] - 0s 16ms/step >29, 392/693, d1=0.556, d2=0.575 g=1.033 2/2 [==============================] - 0s 17ms/step >29, 393/693, d1=0.586, d2=0.559 g=1.283 2/2 [==============================] - 0s 17ms/step >29, 394/693, d1=0.653, d2=0.581 g=1.155 2/2 [==============================] - 0s 17ms/step >29, 395/693, d1=0.632, d2=0.546 g=1.124 2/2 [==============================] - 0s 17ms/step >29, 396/693, d1=0.576, d2=0.598 g=1.079 2/2 [==============================] - 0s 19ms/step >29, 397/693, d1=0.527, d2=0.525 g=1.092 2/2 [==============================] - 0s 16ms/step >29, 398/693, d1=0.525, d2=0.515 g=1.115 2/2 [==============================] - 0s 18ms/step >29, 399/693, d1=0.659, d2=0.545 g=1.149 2/2 [==============================] - 0s 17ms/step >29, 400/693, d1=0.503, d2=0.559 g=1.088 2/2 [==============================] - 0s 18ms/step >29, 401/693, d1=0.612, d2=0.612 g=1.041 2/2 [==============================] - 0s 16ms/step >29, 402/693, d1=0.551, d2=0.622 g=1.065 2/2 [==============================] - 0s 17ms/step >29, 403/693, d1=0.496, d2=0.604 g=1.095 2/2 [==============================] - 0s 17ms/step >29, 404/693, d1=0.618, d2=0.597 g=1.227 2/2 [==============================] - 0s 17ms/step >29, 405/693, d1=0.643, d2=0.539 g=1.159 2/2 [==============================] - 0s 17ms/step >29, 406/693, d1=0.536, d2=0.610 g=1.160 2/2 [==============================] - 0s 17ms/step >29, 407/693, d1=0.611, d2=0.545 g=1.037 2/2 [==============================] - 0s 16ms/step >29, 408/693, d1=0.555, d2=0.604 g=1.140 2/2 [==============================] - 0s 16ms/step >29, 409/693, d1=0.627, d2=0.530 g=1.248 2/2 [==============================] - 0s 17ms/step >29, 410/693, d1=0.701, d2=0.572 g=1.126 2/2 [==============================] - 0s 16ms/step >29, 411/693, d1=0.609, d2=0.602 g=1.085 2/2 [==============================] - 0s 17ms/step >29, 412/693, d1=0.481, d2=0.529 g=1.063 2/2 [==============================] - 0s 16ms/step >29, 413/693, d1=0.545, d2=0.657 g=0.990 2/2 [==============================] - 0s 17ms/step >29, 414/693, d1=0.600, d2=0.579 g=1.173 2/2 [==============================] - 0s 17ms/step >29, 415/693, d1=0.549, d2=0.576 g=1.178 2/2 [==============================] - 0s 17ms/step >29, 416/693, d1=0.726, d2=0.712 g=1.080 2/2 [==============================] - 0s 18ms/step >29, 417/693, d1=0.665, d2=0.553 g=1.121 2/2 [==============================] - 0s 16ms/step >29, 418/693, d1=0.558, d2=0.573 g=1.079 2/2 [==============================] - 0s 16ms/step >29, 419/693, d1=0.532, d2=0.644 g=1.094 2/2 [==============================] - 0s 16ms/step >29, 420/693, d1=0.515, d2=0.651 g=1.172 2/2 [==============================] - 0s 16ms/step >29, 421/693, d1=0.584, d2=0.574 g=1.174 2/2 [==============================] - 0s 18ms/step >29, 422/693, d1=0.577, d2=0.490 g=1.170 2/2 [==============================] - 0s 18ms/step >29, 423/693, d1=0.655, d2=0.571 g=1.089 2/2 [==============================] - 0s 17ms/step >29, 424/693, d1=0.537, d2=0.651 g=1.124 2/2 [==============================] - 0s 17ms/step >29, 425/693, d1=0.488, d2=0.585 g=1.228 2/2 [==============================] - 0s 17ms/step >29, 426/693, d1=0.645, d2=0.550 g=1.253 2/2 [==============================] - 0s 17ms/step >29, 427/693, d1=0.594, d2=0.587 g=1.268 2/2 [==============================] - 0s 18ms/step >29, 428/693, d1=0.587, d2=0.590 g=1.120 2/2 [==============================] - 0s 17ms/step >29, 429/693, d1=0.582, d2=0.591 g=1.241 2/2 [==============================] - 0s 17ms/step >29, 430/693, d1=0.714, d2=0.643 g=1.184 2/2 [==============================] - 0s 18ms/step >29, 431/693, d1=0.562, d2=0.562 g=1.241 2/2 [==============================] - 0s 16ms/step >29, 432/693, d1=0.654, d2=0.470 g=1.253 2/2 [==============================] - 0s 18ms/step >29, 433/693, d1=0.645, d2=0.714 g=1.047 2/2 [==============================] - 0s 17ms/step >29, 434/693, d1=0.606, d2=0.553 g=1.069 2/2 [==============================] - 0s 17ms/step >29, 435/693, d1=0.558, d2=0.533 g=1.086 2/2 [==============================] - 0s 19ms/step >29, 436/693, d1=0.599, d2=0.636 g=1.085 2/2 [==============================] - 0s 17ms/step >29, 437/693, d1=0.578, d2=0.665 g=1.236 2/2 [==============================] - 0s 19ms/step >29, 438/693, d1=0.503, d2=0.618 g=1.175 2/2 [==============================] - 0s 17ms/step >29, 439/693, d1=0.758, d2=0.514 g=1.188 2/2 [==============================] - 0s 17ms/step >29, 440/693, d1=0.628, d2=0.578 g=1.122 2/2 [==============================] - 0s 17ms/step >29, 441/693, d1=0.633, d2=0.632 g=1.144 2/2 [==============================] - 0s 19ms/step >29, 442/693, d1=0.624, d2=0.463 g=1.119 2/2 [==============================] - 0s 18ms/step >29, 443/693, d1=0.539, d2=0.518 g=1.078 2/2 [==============================] - 0s 17ms/step >29, 444/693, d1=0.536, d2=0.510 g=1.113 2/2 [==============================] - 0s 17ms/step >29, 445/693, d1=0.561, d2=0.484 g=1.089 2/2 [==============================] - 0s 17ms/step >29, 446/693, d1=0.524, d2=0.652 g=1.101 2/2 [==============================] - 0s 17ms/step >29, 447/693, d1=0.531, d2=0.542 g=1.276 2/2 [==============================] - 0s 18ms/step >29, 448/693, d1=0.638, d2=0.630 g=1.002 2/2 [==============================] - 0s 18ms/step >29, 449/693, d1=0.551, d2=0.543 g=1.239 2/2 [==============================] - 0s 18ms/step >29, 450/693, d1=0.538, d2=0.570 g=1.046 2/2 [==============================] - 0s 17ms/step >29, 451/693, d1=0.646, d2=0.560 g=1.240 2/2 [==============================] - 0s 17ms/step >29, 452/693, d1=0.581, d2=0.504 g=1.253 2/2 [==============================] - 0s 19ms/step >29, 453/693, d1=0.628, d2=0.535 g=1.116 2/2 [==============================] - 0s 18ms/step >29, 454/693, d1=0.557, d2=0.580 g=1.020 2/2 [==============================] - 0s 18ms/step >29, 455/693, d1=0.649, d2=0.665 g=1.100 2/2 [==============================] - 0s 17ms/step >29, 456/693, d1=0.499, d2=0.617 g=1.132 2/2 [==============================] - 0s 17ms/step >29, 457/693, d1=0.553, d2=0.603 g=1.138 2/2 [==============================] - 0s 16ms/step >29, 458/693, d1=0.614, d2=0.532 g=1.179 2/2 [==============================] - 0s 16ms/step >29, 459/693, d1=0.550, d2=0.632 g=1.112 2/2 [==============================] - 0s 17ms/step >29, 460/693, d1=0.642, d2=0.569 g=0.984 2/2 [==============================] - 0s 17ms/step >29, 461/693, d1=0.538, d2=0.609 g=1.080 2/2 [==============================] - 0s 18ms/step >29, 462/693, d1=0.575, d2=0.560 g=1.139 2/2 [==============================] - 0s 17ms/step >29, 463/693, d1=0.637, d2=0.588 g=1.089 2/2 [==============================] - 0s 18ms/step >29, 464/693, d1=0.517, d2=0.501 g=1.110 2/2 [==============================] - 0s 17ms/step >29, 465/693, d1=0.590, d2=0.526 g=1.044 2/2 [==============================] - 0s 19ms/step >29, 466/693, d1=0.675, d2=0.618 g=1.045 2/2 [==============================] - 0s 16ms/step >29, 467/693, d1=0.467, d2=0.539 g=1.072 2/2 [==============================] - 0s 16ms/step >29, 468/693, d1=0.478, d2=0.554 g=1.149 2/2 [==============================] - 0s 17ms/step >29, 469/693, d1=0.553, d2=0.630 g=1.178 2/2 [==============================] - 0s 17ms/step >29, 470/693, d1=0.682, d2=0.537 g=1.129 2/2 [==============================] - 0s 17ms/step >29, 471/693, d1=0.627, d2=0.559 g=1.064 2/2 [==============================] - 0s 17ms/step >29, 472/693, d1=0.544, d2=0.606 g=1.123 2/2 [==============================] - 0s 18ms/step >29, 473/693, d1=0.565, d2=0.563 g=1.188 2/2 [==============================] - 0s 18ms/step >29, 474/693, d1=0.554, d2=0.593 g=1.172 2/2 [==============================] - 0s 17ms/step >29, 475/693, d1=0.607, d2=0.667 g=1.111 2/2 [==============================] - 0s 18ms/step >29, 476/693, d1=0.604, d2=0.563 g=1.070 2/2 [==============================] - 0s 17ms/step >29, 477/693, d1=0.572, d2=0.580 g=1.111 2/2 [==============================] - 0s 18ms/step >29, 478/693, d1=0.635, d2=0.585 g=1.248 2/2 [==============================] - 0s 17ms/step >29, 479/693, d1=0.585, d2=0.586 g=1.254 2/2 [==============================] - 0s 18ms/step >29, 480/693, d1=0.558, d2=0.521 g=1.125 2/2 [==============================] - 0s 18ms/step >29, 481/693, d1=0.594, d2=0.543 g=1.181 2/2 [==============================] - 0s 18ms/step >29, 482/693, d1=0.598, d2=0.520 g=1.033 2/2 [==============================] - 0s 19ms/step >29, 483/693, d1=0.561, d2=0.589 g=1.277 2/2 [==============================] - 0s 18ms/step >29, 484/693, d1=0.536, d2=0.572 g=1.214 2/2 [==============================] - 0s 18ms/step >29, 485/693, d1=0.578, d2=0.535 g=1.227 2/2 [==============================] - 0s 17ms/step >29, 486/693, d1=0.615, d2=0.578 g=1.158 2/2 [==============================] - 0s 17ms/step >29, 487/693, d1=0.619, d2=0.541 g=1.102 2/2 [==============================] - 0s 18ms/step >29, 488/693, d1=0.609, d2=0.645 g=1.053 2/2 [==============================] - 0s 18ms/step >29, 489/693, d1=0.487, d2=0.623 g=1.183 2/2 [==============================] - 0s 17ms/step >29, 490/693, d1=0.532, d2=0.572 g=1.126 2/2 [==============================] - 0s 18ms/step >29, 491/693, d1=0.552, d2=0.545 g=1.117 2/2 [==============================] - 0s 17ms/step >29, 492/693, d1=0.552, d2=0.491 g=1.207 2/2 [==============================] - 0s 17ms/step >29, 493/693, d1=0.643, d2=0.552 g=1.122 2/2 [==============================] - 0s 17ms/step >29, 494/693, d1=0.656, d2=0.583 g=1.195 2/2 [==============================] - 0s 16ms/step >29, 495/693, d1=0.577, d2=0.610 g=1.212 2/2 [==============================] - 0s 18ms/step >29, 496/693, d1=0.547, d2=0.622 g=1.097 2/2 [==============================] - 0s 18ms/step >29, 497/693, d1=0.632, d2=0.610 g=1.145 2/2 [==============================] - 0s 16ms/step >29, 498/693, d1=0.608, d2=0.571 g=1.224 2/2 [==============================] - 0s 18ms/step >29, 499/693, d1=0.552, d2=0.570 g=1.166 2/2 [==============================] - 0s 17ms/step >29, 500/693, d1=0.636, d2=0.575 g=1.081 2/2 [==============================] - 0s 16ms/step >29, 501/693, d1=0.560, d2=0.618 g=1.009 2/2 [==============================] - 0s 16ms/step >29, 502/693, d1=0.556, d2=0.603 g=1.134 2/2 [==============================] - 0s 17ms/step >29, 503/693, d1=0.689, d2=0.578 g=1.034 2/2 [==============================] - 0s 17ms/step >29, 504/693, d1=0.687, d2=0.548 g=0.979 2/2 [==============================] - 0s 17ms/step >29, 505/693, d1=0.570, d2=0.615 g=1.047 2/2 [==============================] - 0s 17ms/step >29, 506/693, d1=0.592, d2=0.652 g=1.104 2/2 [==============================] - 0s 17ms/step >29, 507/693, d1=0.682, d2=0.613 g=1.038 2/2 [==============================] - 0s 16ms/step >29, 508/693, d1=0.679, d2=0.599 g=1.043 2/2 [==============================] - 0s 17ms/step >29, 509/693, d1=0.531, d2=0.598 g=1.082 2/2 [==============================] - 0s 17ms/step >29, 510/693, d1=0.570, d2=0.592 g=0.992 2/2 [==============================] - 0s 17ms/step >29, 511/693, d1=0.634, d2=0.600 g=1.097 2/2 [==============================] - 0s 16ms/step >29, 512/693, d1=0.583, d2=0.659 g=1.145 2/2 [==============================] - 0s 17ms/step >29, 513/693, d1=0.609, d2=0.565 g=1.104 2/2 [==============================] - 0s 16ms/step >29, 514/693, d1=0.588, d2=0.546 g=1.136 2/2 [==============================] - 0s 16ms/step >29, 515/693, d1=0.580, d2=0.586 g=1.095 2/2 [==============================] - 0s 17ms/step >29, 516/693, d1=0.618, d2=0.496 g=1.068 2/2 [==============================] - 0s 16ms/step >29, 517/693, d1=0.545, d2=0.637 g=1.061 2/2 [==============================] - 0s 19ms/step >29, 518/693, d1=0.581, d2=0.608 g=1.073 2/2 [==============================] - 0s 16ms/step >29, 519/693, d1=0.548, d2=0.597 g=1.059 2/2 [==============================] - 0s 18ms/step >29, 520/693, d1=0.506, d2=0.575 g=1.075 2/2 [==============================] - 0s 19ms/step >29, 521/693, d1=0.619, d2=0.581 g=1.155 2/2 [==============================] - 0s 17ms/step >29, 522/693, d1=0.678, d2=0.557 g=1.150 2/2 [==============================] - 0s 16ms/step >29, 523/693, d1=0.572, d2=0.644 g=1.075 2/2 [==============================] - 0s 16ms/step >29, 524/693, d1=0.584, d2=0.575 g=1.155 2/2 [==============================] - 0s 17ms/step >29, 525/693, d1=0.613, d2=0.516 g=1.189 2/2 [==============================] - 0s 16ms/step >29, 526/693, d1=0.613, d2=0.587 g=1.196 2/2 [==============================] - 0s 16ms/step >29, 527/693, d1=0.548, d2=0.566 g=1.186 2/2 [==============================] - 0s 17ms/step >29, 528/693, d1=0.553, d2=0.591 g=1.085 2/2 [==============================] - 0s 18ms/step >29, 529/693, d1=0.550, d2=0.569 g=1.269 2/2 [==============================] - 0s 17ms/step >29, 530/693, d1=0.583, d2=0.524 g=1.205 2/2 [==============================] - 0s 18ms/step >29, 531/693, d1=0.577, d2=0.474 g=1.255 2/2 [==============================] - 0s 17ms/step >29, 532/693, d1=0.599, d2=0.791 g=1.263 2/2 [==============================] - 0s 17ms/step >29, 533/693, d1=0.671, d2=0.519 g=1.173 2/2 [==============================] - 0s 18ms/step >29, 534/693, d1=0.563, d2=0.564 g=1.202 2/2 [==============================] - 0s 16ms/step >29, 535/693, d1=0.600, d2=0.562 g=1.181 2/2 [==============================] - 0s 17ms/step >29, 536/693, d1=0.595, d2=0.580 g=1.290 2/2 [==============================] - 0s 18ms/step >29, 537/693, d1=0.686, d2=0.532 g=1.120 2/2 [==============================] - 0s 16ms/step >29, 538/693, d1=0.658, d2=0.528 g=1.050 2/2 [==============================] - 0s 17ms/step >29, 539/693, d1=0.566, d2=0.556 g=1.094 2/2 [==============================] - 0s 16ms/step >29, 540/693, d1=0.529, d2=0.567 g=1.023 2/2 [==============================] - 0s 17ms/step >29, 541/693, d1=0.581, d2=0.577 g=1.151 2/2 [==============================] - 0s 16ms/step >29, 542/693, d1=0.544, d2=0.606 g=1.078 2/2 [==============================] - 0s 16ms/step >29, 543/693, d1=0.686, d2=0.586 g=1.094 2/2 [==============================] - 0s 16ms/step >29, 544/693, d1=0.593, d2=0.535 g=1.147 2/2 [==============================] - 0s 19ms/step >29, 545/693, d1=0.650, d2=0.688 g=1.115 2/2 [==============================] - 0s 18ms/step >29, 546/693, d1=0.572, d2=0.566 g=1.154 2/2 [==============================] - 0s 17ms/step >29, 547/693, d1=0.739, d2=0.639 g=1.072 2/2 [==============================] - 0s 16ms/step >29, 548/693, d1=0.534, d2=0.655 g=1.131 2/2 [==============================] - 0s 16ms/step >29, 549/693, d1=0.611, d2=0.497 g=1.162 2/2 [==============================] - 0s 18ms/step >29, 550/693, d1=0.631, d2=0.517 g=1.120 2/2 [==============================] - 0s 17ms/step >29, 551/693, d1=0.603, d2=0.565 g=1.192 2/2 [==============================] - 0s 17ms/step >29, 552/693, d1=0.654, d2=0.590 g=1.037 2/2 [==============================] - 0s 16ms/step >29, 553/693, d1=0.588, d2=0.815 g=1.078 2/2 [==============================] - 0s 16ms/step >29, 554/693, d1=0.601, d2=0.612 g=1.026 2/2 [==============================] - 0s 19ms/step >29, 555/693, d1=0.541, d2=0.599 g=1.009 2/2 [==============================] - 0s 16ms/step >29, 556/693, d1=0.589, d2=0.721 g=1.125 2/2 [==============================] - 0s 18ms/step >29, 557/693, d1=0.664, d2=0.566 g=1.106 2/2 [==============================] - 0s 17ms/step >29, 558/693, d1=0.681, d2=0.606 g=1.083 2/2 [==============================] - 0s 17ms/step >29, 559/693, d1=0.560, d2=0.630 g=1.320 2/2 [==============================] - 0s 17ms/step >29, 560/693, d1=0.613, d2=0.496 g=1.238 2/2 [==============================] - 0s 19ms/step >29, 561/693, d1=0.680, d2=0.528 g=1.314 2/2 [==============================] - 0s 17ms/step >29, 562/693, d1=0.559, d2=0.449 g=1.438 2/2 [==============================] - 0s 17ms/step >29, 563/693, d1=0.470, d2=0.581 g=1.225 2/2 [==============================] - 0s 16ms/step >29, 564/693, d1=0.562, d2=0.795 g=1.130 2/2 [==============================] - 0s 17ms/step >29, 565/693, d1=0.561, d2=0.622 g=1.360 2/2 [==============================] - 0s 18ms/step >29, 566/693, d1=0.625, d2=0.554 g=1.359 2/2 [==============================] - 0s 16ms/step >29, 567/693, d1=0.601, d2=0.472 g=1.303 2/2 [==============================] - 0s 16ms/step >29, 568/693, d1=0.767, d2=0.600 g=1.207 2/2 [==============================] - 0s 16ms/step >29, 569/693, d1=0.657, d2=0.596 g=1.126 2/2 [==============================] - 0s 18ms/step >29, 570/693, d1=0.539, d2=0.584 g=1.142 2/2 [==============================] - 0s 19ms/step >29, 571/693, d1=0.537, d2=0.601 g=1.077 2/2 [==============================] - 0s 18ms/step >29, 572/693, d1=0.663, d2=0.552 g=1.156 2/2 [==============================] - 0s 16ms/step >29, 573/693, d1=0.570, d2=0.563 g=1.086 2/2 [==============================] - 0s 18ms/step >29, 574/693, d1=0.609, d2=0.649 g=1.102 2/2 [==============================] - 0s 17ms/step >29, 575/693, d1=0.643, d2=0.572 g=1.111 2/2 [==============================] - 0s 17ms/step >29, 576/693, d1=0.638, d2=0.608 g=1.081 2/2 [==============================] - 0s 18ms/step >29, 577/693, d1=0.611, d2=0.598 g=1.062 2/2 [==============================] - 0s 18ms/step >29, 578/693, d1=0.515, d2=0.660 g=1.100 2/2 [==============================] - 0s 17ms/step >29, 579/693, d1=0.527, d2=0.583 g=1.109 2/2 [==============================] - 0s 18ms/step >29, 580/693, d1=0.700, d2=0.565 g=1.093 2/2 [==============================] - 0s 17ms/step >29, 581/693, d1=0.528, d2=0.577 g=1.183 2/2 [==============================] - 0s 19ms/step >29, 582/693, d1=0.661, d2=0.604 g=1.093 2/2 [==============================] - 0s 18ms/step >29, 583/693, d1=0.634, d2=0.599 g=1.086 2/2 [==============================] - 0s 19ms/step >29, 584/693, d1=0.540, d2=0.533 g=1.187 2/2 [==============================] - 0s 17ms/step >29, 585/693, d1=0.639, d2=0.559 g=1.044 2/2 [==============================] - 0s 18ms/step >29, 586/693, d1=0.543, d2=0.628 g=1.077 2/2 [==============================] - 0s 17ms/step >29, 587/693, d1=0.636, d2=0.602 g=0.993 2/2 [==============================] - 0s 17ms/step >29, 588/693, d1=0.553, d2=0.585 g=1.103 2/2 [==============================] - 0s 17ms/step >29, 589/693, d1=0.636, d2=0.545 g=1.050 2/2 [==============================] - 0s 16ms/step >29, 590/693, d1=0.585, d2=0.599 g=1.113 2/2 [==============================] - 0s 17ms/step >29, 591/693, d1=0.704, d2=0.651 g=1.036 2/2 [==============================] - 0s 17ms/step >29, 592/693, d1=0.588, d2=0.596 g=1.044 2/2 [==============================] - 0s 19ms/step >29, 593/693, d1=0.599, d2=0.630 g=1.080 2/2 [==============================] - 0s 17ms/step >29, 594/693, d1=0.654, d2=0.632 g=1.141 2/2 [==============================] - 0s 16ms/step >29, 595/693, d1=0.577, d2=0.616 g=1.150 2/2 [==============================] - 0s 17ms/step >29, 596/693, d1=0.580, d2=0.560 g=1.151 2/2 [==============================] - 0s 17ms/step >29, 597/693, d1=0.553, d2=0.663 g=1.086 2/2 [==============================] - 0s 17ms/step >29, 598/693, d1=0.616, d2=0.507 g=1.122 2/2 [==============================] - 0s 17ms/step >29, 599/693, d1=0.626, d2=0.619 g=1.078 2/2 [==============================] - 0s 17ms/step >29, 600/693, d1=0.551, d2=0.581 g=1.160 2/2 [==============================] - 0s 17ms/step >29, 601/693, d1=0.610, d2=0.640 g=1.209 2/2 [==============================] - 0s 16ms/step >29, 602/693, d1=0.557, d2=0.630 g=1.227 2/2 [==============================] - 0s 16ms/step >29, 603/693, d1=0.604, d2=0.557 g=1.209 2/2 [==============================] - 0s 17ms/step >29, 604/693, d1=0.615, d2=0.526 g=1.165 2/2 [==============================] - 0s 16ms/step >29, 605/693, d1=0.658, d2=0.593 g=1.159 2/2 [==============================] - 0s 17ms/step >29, 606/693, d1=0.641, d2=0.598 g=1.101 2/2 [==============================] - 0s 17ms/step >29, 607/693, d1=0.545, d2=0.601 g=1.092 2/2 [==============================] - 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0s 17ms/step >29, 619/693, d1=0.632, d2=0.640 g=1.178 2/2 [==============================] - 0s 15ms/step >29, 620/693, d1=0.589, d2=0.572 g=1.139 2/2 [==============================] - 0s 17ms/step >29, 621/693, d1=0.575, d2=0.579 g=1.108 2/2 [==============================] - 0s 18ms/step >29, 622/693, d1=0.688, d2=0.596 g=1.244 2/2 [==============================] - 0s 16ms/step >29, 623/693, d1=0.552, d2=0.543 g=1.158 2/2 [==============================] - 0s 18ms/step >29, 624/693, d1=0.610, d2=0.606 g=1.031 2/2 [==============================] - 0s 18ms/step >29, 625/693, d1=0.575, d2=0.626 g=1.082 2/2 [==============================] - 0s 17ms/step >29, 626/693, d1=0.529, d2=0.604 g=1.118 2/2 [==============================] - 0s 17ms/step >29, 627/693, d1=0.520, d2=0.547 g=1.072 2/2 [==============================] - 0s 17ms/step >29, 628/693, d1=0.606, d2=0.494 g=1.134 2/2 [==============================] - 0s 17ms/step >29, 629/693, d1=0.563, d2=0.644 g=1.077 2/2 [==============================] - 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0s 17ms/step >29, 652/693, d1=0.547, d2=0.560 g=1.219 2/2 [==============================] - 0s 17ms/step >29, 653/693, d1=0.636, d2=0.509 g=1.157 2/2 [==============================] - 0s 16ms/step >29, 654/693, d1=0.571, d2=0.487 g=1.042 2/2 [==============================] - 0s 17ms/step >29, 655/693, d1=0.549, d2=0.544 g=1.124 2/2 [==============================] - 0s 17ms/step >29, 656/693, d1=0.657, d2=0.589 g=1.082 2/2 [==============================] - 0s 17ms/step >29, 657/693, d1=0.636, d2=0.502 g=1.086 2/2 [==============================] - 0s 17ms/step >29, 658/693, d1=0.568, d2=0.650 g=1.135 2/2 [==============================] - 0s 18ms/step >29, 659/693, d1=0.524, d2=0.573 g=1.174 2/2 [==============================] - 0s 17ms/step >29, 660/693, d1=0.541, d2=0.622 g=1.246 2/2 [==============================] - 0s 18ms/step >29, 661/693, d1=0.648, d2=0.613 g=1.241 2/2 [==============================] - 0s 18ms/step >29, 662/693, d1=0.664, d2=0.605 g=1.143 2/2 [==============================] - 0s 17ms/step >29, 663/693, d1=0.606, d2=0.554 g=1.135 2/2 [==============================] - 0s 19ms/step >29, 664/693, d1=0.524, d2=0.572 g=1.145 2/2 [==============================] - 0s 19ms/step >29, 665/693, d1=0.605, d2=0.573 g=1.183 2/2 [==============================] - 0s 17ms/step >29, 666/693, d1=0.593, d2=0.596 g=1.233 2/2 [==============================] - 0s 17ms/step >29, 667/693, d1=0.551, d2=0.678 g=1.200 2/2 [==============================] - 0s 16ms/step >29, 668/693, d1=0.604, d2=0.492 g=1.147 2/2 [==============================] - 0s 18ms/step >29, 669/693, d1=0.568, d2=0.688 g=1.216 2/2 [==============================] - 0s 17ms/step >29, 670/693, d1=0.570, d2=0.501 g=1.285 2/2 [==============================] - 0s 18ms/step >29, 671/693, d1=0.665, d2=0.510 g=1.188 2/2 [==============================] - 0s 16ms/step >29, 672/693, d1=0.582, d2=0.693 g=1.061 2/2 [==============================] - 0s 17ms/step >29, 673/693, d1=0.630, d2=0.601 g=1.061 2/2 [==============================] - 0s 19ms/step >29, 674/693, d1=0.522, d2=0.666 g=1.056 2/2 [==============================] - 0s 17ms/step >29, 675/693, d1=0.594, d2=0.655 g=1.192 2/2 [==============================] - 0s 18ms/step >29, 676/693, d1=0.515, d2=0.556 g=1.200 2/2 [==============================] - 0s 18ms/step >29, 677/693, d1=0.660, d2=0.538 g=1.120 2/2 [==============================] - 0s 17ms/step >29, 678/693, d1=0.527, d2=0.578 g=1.082 2/2 [==============================] - 0s 17ms/step >29, 679/693, d1=0.589, d2=0.665 g=1.179 2/2 [==============================] - 0s 18ms/step >29, 680/693, d1=0.580, d2=0.498 g=1.301 2/2 [==============================] - 0s 19ms/step >29, 681/693, d1=0.648, d2=0.537 g=1.209 2/2 [==============================] - 0s 17ms/step >29, 682/693, d1=0.641, d2=0.565 g=1.171 2/2 [==============================] - 0s 17ms/step >29, 683/693, d1=0.564, d2=0.614 g=1.143 2/2 [==============================] - 0s 16ms/step >29, 684/693, d1=0.623, d2=0.610 g=1.039 2/2 [==============================] - 0s 18ms/step >29, 685/693, d1=0.551, d2=0.498 g=1.146 2/2 [==============================] - 0s 17ms/step >29, 686/693, d1=0.571, d2=0.598 g=1.085 2/2 [==============================] - 0s 19ms/step >29, 687/693, d1=0.663, d2=0.540 g=1.015 2/2 [==============================] - 0s 16ms/step >29, 688/693, d1=0.561, d2=0.575 g=1.089 2/2 [==============================] - 0s 18ms/step >29, 689/693, d1=0.572, d2=0.662 g=1.033 2/2 [==============================] - 0s 18ms/step >29, 690/693, d1=0.599, d2=0.579 g=1.080 2/2 [==============================] - 0s 17ms/step >29, 691/693, d1=0.573, d2=0.526 g=1.082 2/2 [==============================] - 0s 17ms/step >29, 692/693, d1=0.505, d2=0.632 g=1.072 2/2 [==============================] - 0s 23ms/step >29, 693/693, d1=0.559, d2=0.612 g=1.102 2/2 [==============================] - 0s 16ms/step >30, 1/693, d1=0.576, d2=0.540 g=1.062 2/2 [==============================] - 0s 18ms/step >30, 2/693, d1=0.565, d2=0.582 g=1.055 2/2 [==============================] - 0s 17ms/step >30, 3/693, d1=0.590, d2=0.575 g=1.044 2/2 [==============================] - 0s 18ms/step >30, 4/693, d1=0.646, d2=0.566 g=1.187 2/2 [==============================] - 0s 17ms/step >30, 5/693, d1=0.589, d2=0.594 g=1.134 2/2 [==============================] - 0s 19ms/step >30, 6/693, d1=0.711, d2=0.623 g=1.091 2/2 [==============================] - 0s 18ms/step >30, 7/693, d1=0.613, d2=0.622 g=1.067 2/2 [==============================] - 0s 17ms/step >30, 8/693, d1=0.592, d2=0.547 g=1.070 2/2 [==============================] - 0s 16ms/step >30, 9/693, d1=0.640, d2=0.557 g=1.099 2/2 [==============================] - 0s 16ms/step >30, 10/693, d1=0.588, d2=0.660 g=1.078 2/2 [==============================] - 0s 16ms/step >30, 11/693, d1=0.619, d2=0.571 g=1.195 2/2 [==============================] - 0s 17ms/step >30, 12/693, d1=0.644, d2=0.629 g=1.205 2/2 [==============================] - 0s 17ms/step >30, 13/693, d1=0.576, d2=0.543 g=1.111 2/2 [==============================] - 0s 16ms/step >30, 14/693, d1=0.564, d2=0.554 g=1.211 2/2 [==============================] - 0s 17ms/step >30, 15/693, d1=0.607, d2=0.662 g=1.093 2/2 [==============================] - 0s 17ms/step >30, 16/693, d1=0.637, d2=0.637 g=1.092 2/2 [==============================] - 0s 17ms/step >30, 17/693, d1=0.575, d2=0.596 g=1.149 2/2 [==============================] - 0s 17ms/step >30, 18/693, d1=0.532, d2=0.544 g=1.098 2/2 [==============================] - 0s 17ms/step >30, 19/693, d1=0.638, d2=0.503 g=1.179 2/2 [==============================] - 0s 17ms/step >30, 20/693, d1=0.497, d2=0.554 g=1.133 2/2 [==============================] - 0s 17ms/step >30, 21/693, d1=0.602, d2=0.658 g=1.237 2/2 [==============================] - 0s 17ms/step >30, 22/693, d1=0.609, d2=0.559 g=1.143 2/2 [==============================] - 0s 17ms/step >30, 23/693, d1=0.594, d2=0.582 g=1.161 2/2 [==============================] - 0s 16ms/step >30, 24/693, d1=0.639, d2=0.623 g=1.109 2/2 [==============================] - 0s 17ms/step >30, 25/693, d1=0.629, d2=0.637 g=1.128 2/2 [==============================] - 0s 16ms/step >30, 26/693, d1=0.634, d2=0.535 g=1.082 2/2 [==============================] - 0s 16ms/step >30, 27/693, d1=0.600, d2=0.554 g=1.003 2/2 [==============================] - 0s 18ms/step >30, 28/693, d1=0.553, d2=0.591 g=0.973 2/2 [==============================] - 0s 17ms/step >30, 29/693, d1=0.547, d2=0.551 g=1.027 2/2 [==============================] - 0s 17ms/step >30, 30/693, d1=0.501, d2=0.574 g=1.099 2/2 [==============================] - 0s 17ms/step >30, 31/693, d1=0.615, d2=0.546 g=1.064 2/2 [==============================] - 0s 16ms/step >30, 32/693, d1=0.556, d2=0.575 g=1.094 2/2 [==============================] - 0s 16ms/step >30, 33/693, d1=0.486, d2=0.511 g=1.176 2/2 [==============================] - 0s 16ms/step >30, 34/693, d1=0.570, d2=0.583 g=1.105 2/2 [==============================] - 0s 18ms/step >30, 35/693, d1=0.623, d2=0.553 g=1.149 2/2 [==============================] - 0s 17ms/step >30, 36/693, d1=0.561, d2=0.572 g=1.166 2/2 [==============================] - 0s 16ms/step >30, 37/693, d1=0.646, d2=0.537 g=1.184 2/2 [==============================] - 0s 18ms/step >30, 38/693, d1=0.680, d2=0.640 g=1.209 2/2 [==============================] - 0s 17ms/step >30, 39/693, d1=0.625, d2=0.591 g=1.194 2/2 [==============================] - 0s 17ms/step >30, 40/693, d1=0.543, d2=0.575 g=1.202 2/2 [==============================] - 0s 16ms/step >30, 41/693, d1=0.668, d2=0.593 g=1.192 2/2 [==============================] - 0s 16ms/step >30, 42/693, d1=0.569, d2=0.579 g=1.088 2/2 [==============================] - 0s 16ms/step >30, 43/693, d1=0.499, d2=0.543 g=1.258 2/2 [==============================] - 0s 18ms/step >30, 44/693, d1=0.692, d2=0.591 g=1.226 2/2 [==============================] - 0s 20ms/step >30, 45/693, d1=0.595, d2=0.610 g=1.229 2/2 [==============================] - 0s 18ms/step >30, 46/693, d1=0.601, d2=0.547 g=1.149 2/2 [==============================] - 0s 17ms/step >30, 47/693, d1=0.576, d2=0.596 g=1.100 2/2 [==============================] - 0s 19ms/step >30, 48/693, d1=0.607, d2=0.684 g=1.193 2/2 [==============================] - 0s 16ms/step >30, 49/693, d1=0.586, d2=0.645 g=1.230 2/2 [==============================] - 0s 18ms/step >30, 50/693, d1=0.702, d2=0.468 g=1.129 2/2 [==============================] - 0s 17ms/step >30, 51/693, d1=0.550, d2=0.568 g=1.131 2/2 [==============================] - 0s 16ms/step >30, 52/693, d1=0.608, d2=0.622 g=1.083 2/2 [==============================] - 0s 18ms/step >30, 53/693, d1=0.548, d2=0.641 g=1.129 2/2 [==============================] - 0s 18ms/step >30, 54/693, d1=0.708, d2=0.563 g=1.119 2/2 [==============================] - 0s 17ms/step >30, 55/693, d1=0.554, d2=0.527 g=1.057 2/2 [==============================] - 0s 17ms/step >30, 56/693, d1=0.635, d2=0.483 g=1.083 2/2 [==============================] - 0s 16ms/step >30, 57/693, d1=0.578, d2=0.557 g=1.031 2/2 [==============================] - 0s 16ms/step >30, 58/693, d1=0.653, d2=0.570 g=1.100 2/2 [==============================] - 0s 16ms/step >30, 59/693, d1=0.616, d2=0.592 g=1.028 2/2 [==============================] - 0s 18ms/step >30, 60/693, d1=0.633, d2=0.652 g=1.128 2/2 [==============================] - 0s 18ms/step >30, 61/693, d1=0.511, d2=0.638 g=1.176 2/2 [==============================] - 0s 19ms/step >30, 62/693, d1=0.655, d2=0.607 g=1.040 2/2 [==============================] - 0s 17ms/step >30, 63/693, d1=0.605, d2=0.565 g=1.123 2/2 [==============================] - 0s 17ms/step >30, 64/693, d1=0.503, d2=0.604 g=1.084 2/2 [==============================] - 0s 17ms/step >30, 65/693, d1=0.532, d2=0.562 g=1.082 2/2 [==============================] - 0s 18ms/step >30, 66/693, d1=0.585, d2=0.614 g=1.071 2/2 [==============================] - 0s 16ms/step >30, 67/693, d1=0.582, d2=0.563 g=1.042 2/2 [==============================] - 0s 16ms/step >30, 68/693, d1=0.479, d2=0.565 g=1.167 2/2 [==============================] - 0s 17ms/step >30, 69/693, d1=0.646, d2=0.594 g=1.174 2/2 [==============================] - 0s 17ms/step >30, 70/693, d1=0.529, d2=0.542 g=1.127 2/2 [==============================] - 0s 19ms/step >30, 71/693, d1=0.545, d2=0.540 g=1.241 2/2 [==============================] - 0s 19ms/step >30, 72/693, d1=0.669, d2=0.691 g=1.239 2/2 [==============================] - 0s 19ms/step >30, 73/693, d1=0.596, d2=0.551 g=1.200 2/2 [==============================] - 0s 19ms/step >30, 74/693, d1=0.629, d2=0.550 g=1.152 2/2 [==============================] - 0s 19ms/step >30, 75/693, d1=0.605, d2=0.521 g=1.271 2/2 [==============================] - 0s 20ms/step >30, 76/693, d1=0.611, d2=0.594 g=1.225 2/2 [==============================] - 0s 19ms/step >30, 77/693, d1=0.619, d2=0.609 g=1.280 2/2 [==============================] - 0s 21ms/step >30, 78/693, d1=0.632, d2=0.539 g=1.209 2/2 [==============================] - 0s 19ms/step >30, 79/693, d1=0.675, d2=0.525 g=1.143 2/2 [==============================] - 0s 18ms/step >30, 80/693, d1=0.666, d2=0.600 g=1.040 2/2 [==============================] - 0s 19ms/step >30, 81/693, d1=0.517, d2=0.662 g=1.076 2/2 [==============================] - 0s 20ms/step >30, 82/693, d1=0.574, d2=0.547 g=1.127 2/2 [==============================] - 0s 21ms/step >30, 83/693, d1=0.475, d2=0.525 g=1.155 2/2 [==============================] - 0s 19ms/step >30, 84/693, d1=0.587, d2=0.459 g=1.178 2/2 [==============================] - 0s 20ms/step >30, 85/693, d1=0.595, d2=0.548 g=1.159 2/2 [==============================] - 0s 20ms/step >30, 86/693, d1=0.570, d2=0.582 g=1.141 2/2 [==============================] - 0s 19ms/step >30, 87/693, d1=0.646, d2=0.606 g=1.001 2/2 [==============================] - 0s 20ms/step >30, 88/693, d1=0.539, d2=0.608 g=1.084 2/2 [==============================] - 0s 20ms/step >30, 89/693, d1=0.508, d2=0.548 g=1.113 2/2 [==============================] - 0s 19ms/step >30, 90/693, d1=0.633, d2=0.502 g=1.069 2/2 [==============================] - 0s 20ms/step >30, 91/693, d1=0.542, d2=0.660 g=1.241 2/2 [==============================] - 0s 20ms/step >30, 92/693, d1=0.611, d2=0.589 g=1.204 2/2 [==============================] - 0s 20ms/step >30, 93/693, d1=0.667, d2=0.562 g=1.103 2/2 [==============================] - 0s 18ms/step >30, 94/693, d1=0.548, d2=0.569 g=1.044 2/2 [==============================] - 0s 19ms/step >30, 95/693, d1=0.564, d2=0.699 g=1.156 2/2 [==============================] - 0s 19ms/step >30, 96/693, d1=0.606, d2=0.524 g=1.162 2/2 [==============================] - 0s 19ms/step >30, 97/693, d1=0.623, d2=0.572 g=1.171 2/2 [==============================] - 0s 20ms/step >30, 98/693, d1=0.579, d2=0.582 g=1.221 2/2 [==============================] - 0s 20ms/step >30, 99/693, d1=0.575, d2=0.715 g=1.163 2/2 [==============================] - 0s 19ms/step >30, 100/693, d1=0.589, d2=0.653 g=1.156 2/2 [==============================] - 0s 19ms/step >30, 101/693, d1=0.597, d2=0.525 g=1.179 2/2 [==============================] - 0s 20ms/step >30, 102/693, d1=0.586, d2=0.626 g=1.145 2/2 [==============================] - 0s 20ms/step >30, 103/693, d1=0.601, d2=0.581 g=1.155 2/2 [==============================] - 0s 20ms/step >30, 104/693, d1=0.683, d2=0.524 g=1.113 2/2 [==============================] - 0s 19ms/step >30, 105/693, d1=0.573, d2=0.585 g=1.047 2/2 [==============================] - 0s 20ms/step >30, 106/693, d1=0.552, d2=0.682 g=0.950 2/2 [==============================] - 0s 18ms/step >30, 107/693, d1=0.601, d2=0.692 g=1.103 2/2 [==============================] - 0s 20ms/step >30, 108/693, d1=0.591, d2=0.582 g=1.103 2/2 [==============================] - 0s 19ms/step >30, 109/693, d1=0.627, d2=0.528 g=1.117 2/2 [==============================] - 0s 18ms/step >30, 110/693, d1=0.589, d2=0.524 g=1.037 2/2 [==============================] - 0s 19ms/step >30, 111/693, d1=0.545, d2=0.632 g=1.135 2/2 [==============================] - 0s 21ms/step >30, 112/693, d1=0.618, d2=0.672 g=1.180 2/2 [==============================] - 0s 21ms/step >30, 113/693, d1=0.667, d2=0.511 g=1.209 2/2 [==============================] - 0s 20ms/step >30, 114/693, d1=0.528, d2=0.513 g=1.271 2/2 [==============================] - 0s 19ms/step >30, 115/693, d1=0.582, d2=0.591 g=1.219 2/2 [==============================] - 0s 19ms/step >30, 116/693, d1=0.634, d2=0.660 g=1.185 2/2 [==============================] - 0s 19ms/step >30, 117/693, d1=0.601, d2=0.555 g=1.137 2/2 [==============================] - 0s 18ms/step >30, 118/693, d1=0.683, d2=0.538 g=1.046 2/2 [==============================] - 0s 20ms/step >30, 119/693, d1=0.580, d2=0.628 g=1.037 2/2 [==============================] - 0s 22ms/step >30, 120/693, d1=0.560, d2=0.613 g=1.176 2/2 [==============================] - 0s 20ms/step >30, 121/693, d1=0.543, d2=0.568 g=1.120 2/2 [==============================] - 0s 20ms/step >30, 122/693, d1=0.598, d2=0.619 g=1.146 2/2 [==============================] - 0s 21ms/step >30, 123/693, d1=0.654, d2=0.465 g=1.173 2/2 [==============================] - 0s 20ms/step >30, 124/693, d1=0.602, d2=0.579 g=1.117 2/2 [==============================] - 0s 21ms/step >30, 125/693, d1=0.582, d2=0.543 g=1.083 2/2 [==============================] - 0s 21ms/step >30, 126/693, d1=0.504, d2=0.595 g=1.092 2/2 [==============================] - 0s 20ms/step >30, 127/693, d1=0.624, d2=0.650 g=1.121 2/2 [==============================] - 0s 21ms/step >30, 128/693, d1=0.562, d2=0.547 g=1.167 2/2 [==============================] - 0s 19ms/step >30, 129/693, d1=0.523, d2=0.636 g=1.089 2/2 [==============================] - 0s 20ms/step >30, 130/693, d1=0.648, d2=0.479 g=1.125 2/2 [==============================] - 0s 21ms/step >30, 131/693, d1=0.451, d2=0.583 g=1.208 2/2 [==============================] - 0s 19ms/step >30, 132/693, d1=0.648, d2=0.494 g=1.098 2/2 [==============================] - 0s 19ms/step >30, 133/693, d1=0.640, d2=0.531 g=1.159 2/2 [==============================] - 0s 18ms/step >30, 134/693, d1=0.563, d2=0.583 g=1.154 2/2 [==============================] - 0s 20ms/step >30, 135/693, d1=0.583, d2=0.599 g=1.061 2/2 [==============================] - 0s 18ms/step >30, 136/693, d1=0.649, d2=0.740 g=1.311 2/2 [==============================] - 0s 17ms/step >30, 137/693, d1=0.609, d2=0.555 g=1.241 2/2 [==============================] - 0s 16ms/step >30, 138/693, d1=0.646, d2=0.635 g=1.190 2/2 [==============================] - 0s 17ms/step >30, 139/693, d1=0.644, d2=0.577 g=1.135 2/2 [==============================] - 0s 16ms/step >30, 140/693, d1=0.615, d2=0.615 g=1.141 2/2 [==============================] - 0s 17ms/step >30, 141/693, d1=0.586, d2=0.572 g=1.155 2/2 [==============================] - 0s 17ms/step >30, 142/693, d1=0.581, d2=0.524 g=1.138 2/2 [==============================] - 0s 16ms/step >30, 143/693, d1=0.578, d2=0.651 g=1.159 2/2 [==============================] - 0s 17ms/step >30, 144/693, d1=0.530, d2=0.624 g=1.187 2/2 [==============================] - 0s 17ms/step >30, 145/693, d1=0.587, d2=0.530 g=1.247 2/2 [==============================] - 0s 20ms/step >30, 146/693, d1=0.659, d2=0.589 g=1.236 2/2 [==============================] - 0s 19ms/step >30, 147/693, d1=0.620, d2=0.488 g=1.097 2/2 [==============================] - 0s 16ms/step >30, 148/693, d1=0.523, d2=0.515 g=1.119 2/2 [==============================] - 0s 17ms/step >30, 149/693, d1=0.551, d2=0.502 g=1.125 2/2 [==============================] - 0s 19ms/step >30, 150/693, d1=0.478, d2=0.634 g=1.136 2/2 [==============================] - 0s 18ms/step >30, 151/693, d1=0.589, d2=0.548 g=1.169 2/2 [==============================] - 0s 17ms/step >30, 152/693, d1=0.598, d2=0.609 g=1.206 2/2 [==============================] - 0s 17ms/step >30, 153/693, d1=0.512, d2=0.481 g=1.216 2/2 [==============================] - 0s 17ms/step >30, 154/693, d1=0.541, d2=0.515 g=1.136 2/2 [==============================] - 0s 16ms/step >30, 155/693, d1=0.606, d2=0.602 g=1.111 2/2 [==============================] - 0s 18ms/step >30, 156/693, d1=0.609, d2=0.586 g=1.213 2/2 [==============================] - 0s 18ms/step >30, 157/693, d1=0.597, d2=0.534 g=1.193 2/2 [==============================] - 0s 17ms/step >30, 158/693, d1=0.647, d2=0.592 g=1.200 2/2 [==============================] - 0s 18ms/step >30, 159/693, d1=0.667, d2=0.594 g=1.070 2/2 [==============================] - 0s 17ms/step >30, 160/693, d1=0.530, d2=0.563 g=1.252 2/2 [==============================] - 0s 19ms/step >30, 161/693, d1=0.687, d2=0.576 g=1.226 2/2 [==============================] - 0s 18ms/step >30, 162/693, d1=0.629, d2=0.521 g=1.196 2/2 [==============================] - 0s 18ms/step >30, 163/693, d1=0.565, d2=0.522 g=1.264 2/2 [==============================] - 0s 17ms/step >30, 164/693, d1=0.505, d2=0.536 g=1.232 2/2 [==============================] - 0s 18ms/step >30, 165/693, d1=0.492, d2=0.619 g=1.177 2/2 [==============================] - 0s 18ms/step >30, 166/693, d1=0.572, d2=0.545 g=1.244 2/2 [==============================] - 0s 17ms/step >30, 167/693, d1=0.575, d2=0.687 g=1.173 2/2 [==============================] - 0s 16ms/step >30, 168/693, d1=0.606, d2=0.517 g=1.222 2/2 [==============================] - 0s 16ms/step >30, 169/693, d1=0.619, d2=0.679 g=1.126 2/2 [==============================] - 0s 17ms/step >30, 170/693, d1=0.609, d2=0.555 g=1.141 2/2 [==============================] - 0s 17ms/step >30, 171/693, d1=0.562, d2=0.579 g=1.149 2/2 [==============================] - 0s 17ms/step >30, 172/693, d1=0.580, d2=0.571 g=1.070 2/2 [==============================] - 0s 17ms/step >30, 173/693, d1=0.591, d2=0.698 g=0.998 2/2 [==============================] - 0s 17ms/step >30, 174/693, d1=0.550, d2=0.513 g=1.181 2/2 [==============================] - 0s 17ms/step >30, 175/693, d1=0.533, d2=0.473 g=1.334 2/2 [==============================] - 0s 17ms/step >30, 176/693, d1=0.609, d2=0.551 g=1.292 2/2 [==============================] - 0s 17ms/step >30, 177/693, d1=0.568, d2=0.485 g=1.209 2/2 [==============================] - 0s 17ms/step >30, 178/693, d1=0.540, d2=0.596 g=1.107 2/2 [==============================] - 0s 18ms/step >30, 179/693, d1=0.592, d2=0.639 g=1.263 2/2 [==============================] - 0s 18ms/step >30, 180/693, d1=0.611, d2=0.573 g=1.202 2/2 [==============================] - 0s 17ms/step >30, 181/693, d1=0.645, d2=0.593 g=1.198 2/2 [==============================] - 0s 17ms/step >30, 182/693, d1=0.572, d2=0.528 g=1.089 2/2 [==============================] - 0s 18ms/step >30, 183/693, d1=0.573, d2=0.660 g=1.118 2/2 [==============================] - 0s 17ms/step >30, 184/693, d1=0.617, d2=0.515 g=1.131 2/2 [==============================] - 0s 16ms/step >30, 185/693, d1=0.663, d2=0.517 g=1.052 2/2 [==============================] - 0s 17ms/step >30, 186/693, d1=0.449, d2=0.553 g=0.956 2/2 [==============================] - 0s 18ms/step >30, 187/693, d1=0.627, d2=0.617 g=1.117 2/2 [==============================] - 0s 16ms/step >30, 188/693, d1=0.504, d2=0.548 g=1.217 2/2 [==============================] - 0s 16ms/step >30, 189/693, d1=0.566, d2=0.619 g=1.028 2/2 [==============================] - 0s 16ms/step >30, 190/693, d1=0.602, d2=0.633 g=1.085 2/2 [==============================] - 0s 17ms/step >30, 191/693, d1=0.595, d2=0.605 g=1.141 2/2 [==============================] - 0s 16ms/step >30, 192/693, d1=0.550, d2=0.567 g=1.243 2/2 [==============================] - 0s 19ms/step >30, 193/693, d1=0.584, d2=0.527 g=1.135 2/2 [==============================] - 0s 19ms/step >30, 194/693, d1=0.572, d2=0.576 g=1.151 2/2 [==============================] - 0s 18ms/step >30, 195/693, d1=0.624, d2=0.661 g=1.097 2/2 [==============================] - 0s 17ms/step >30, 196/693, d1=0.499, d2=0.634 g=1.182 2/2 [==============================] - 0s 17ms/step >30, 197/693, d1=0.623, d2=0.523 g=1.009 2/2 [==============================] - 0s 17ms/step >30, 198/693, d1=0.583, d2=0.517 g=1.181 2/2 [==============================] - 0s 17ms/step >30, 199/693, d1=0.590, d2=0.533 g=1.165 2/2 [==============================] - 0s 17ms/step >30, 200/693, d1=0.473, d2=0.597 g=1.169 2/2 [==============================] - 0s 17ms/step >30, 201/693, d1=0.617, d2=0.602 g=1.260 2/2 [==============================] - 0s 17ms/step >30, 202/693, d1=0.651, d2=0.552 g=1.053 2/2 [==============================] - 0s 17ms/step >30, 203/693, d1=0.531, d2=0.543 g=1.171 2/2 [==============================] - 0s 17ms/step >30, 204/693, d1=0.596, d2=0.555 g=1.069 2/2 [==============================] - 0s 17ms/step >30, 205/693, d1=0.559, d2=0.526 g=1.117 2/2 [==============================] - 0s 17ms/step >30, 206/693, d1=0.535, d2=0.608 g=1.074 2/2 [==============================] - 0s 16ms/step >30, 207/693, d1=0.539, d2=0.641 g=1.006 2/2 [==============================] - 0s 18ms/step >30, 208/693, d1=0.560, d2=0.510 g=1.113 2/2 [==============================] - 0s 18ms/step >30, 209/693, d1=0.548, d2=0.565 g=1.029 2/2 [==============================] - 0s 16ms/step >30, 210/693, d1=0.531, d2=0.601 g=1.141 2/2 [==============================] - 0s 17ms/step >30, 211/693, d1=0.647, d2=0.644 g=1.168 2/2 [==============================] - 0s 19ms/step >30, 212/693, d1=0.560, d2=0.545 g=1.076 2/2 [==============================] - 0s 19ms/step >30, 213/693, d1=0.536, d2=0.568 g=1.274 2/2 [==============================] - 0s 18ms/step >30, 214/693, d1=0.575, d2=0.529 g=1.182 2/2 [==============================] - 0s 17ms/step >30, 215/693, d1=0.578, d2=0.627 g=1.252 2/2 [==============================] - 0s 18ms/step >30, 216/693, d1=0.593, d2=0.587 g=1.186 2/2 [==============================] - 0s 19ms/step >30, 217/693, d1=0.574, d2=0.474 g=1.217 2/2 [==============================] - 0s 18ms/step >30, 218/693, d1=0.610, d2=0.562 g=1.276 2/2 [==============================] - 0s 17ms/step >30, 219/693, d1=0.573, d2=0.573 g=1.219 2/2 [==============================] - 0s 18ms/step >30, 220/693, d1=0.522, d2=0.509 g=1.146 2/2 [==============================] - 0s 17ms/step >30, 221/693, d1=0.549, d2=0.593 g=1.143 2/2 [==============================] - 0s 17ms/step >30, 222/693, d1=0.685, d2=0.472 g=1.222 2/2 [==============================] - 0s 17ms/step >30, 223/693, d1=0.554, d2=0.497 g=1.140 2/2 [==============================] - 0s 17ms/step >30, 224/693, d1=0.559, d2=0.486 g=1.138 2/2 [==============================] - 0s 19ms/step >30, 225/693, d1=0.628, d2=0.548 g=1.069 2/2 [==============================] - 0s 17ms/step >30, 226/693, d1=0.562, d2=0.640 g=1.187 2/2 [==============================] - 0s 17ms/step >30, 227/693, d1=0.530, d2=0.522 g=1.179 2/2 [==============================] - 0s 17ms/step >30, 228/693, d1=0.615, d2=0.581 g=1.190 2/2 [==============================] - 0s 17ms/step >30, 229/693, d1=0.598, d2=0.520 g=1.107 2/2 [==============================] - 0s 17ms/step >30, 230/693, d1=0.523, d2=0.611 g=1.130 2/2 [==============================] - 0s 18ms/step >30, 231/693, d1=0.576, d2=0.537 g=1.119 2/2 [==============================] - 0s 16ms/step >30, 232/693, d1=0.611, d2=0.535 g=1.184 2/2 [==============================] - 0s 17ms/step >30, 233/693, d1=0.667, d2=0.659 g=1.176 2/2 [==============================] - 0s 16ms/step >30, 234/693, d1=0.601, d2=0.546 g=1.113 2/2 [==============================] - 0s 17ms/step >30, 235/693, d1=0.609, d2=0.596 g=1.233 2/2 [==============================] - 0s 16ms/step >30, 236/693, d1=0.514, d2=0.603 g=1.016 2/2 [==============================] - 0s 17ms/step >30, 237/693, d1=0.542, d2=0.497 g=1.139 2/2 [==============================] - 0s 16ms/step >30, 238/693, d1=0.614, d2=0.544 g=1.020 2/2 [==============================] - 0s 17ms/step >30, 239/693, d1=0.503, d2=0.556 g=1.183 2/2 [==============================] - 0s 17ms/step >30, 240/693, d1=0.523, d2=0.560 g=1.166 2/2 [==============================] - 0s 17ms/step >30, 241/693, d1=0.623, d2=0.588 g=1.200 2/2 [==============================] - 0s 16ms/step >30, 242/693, d1=0.678, d2=0.588 g=1.062 2/2 [==============================] - 0s 17ms/step >30, 243/693, d1=0.610, d2=0.627 g=1.158 2/2 [==============================] - 0s 18ms/step >30, 244/693, d1=0.596, d2=0.532 g=1.163 2/2 [==============================] - 0s 17ms/step >30, 245/693, d1=0.539, d2=0.570 g=1.115 2/2 [==============================] - 0s 16ms/step >30, 246/693, d1=0.572, d2=0.541 g=1.134 2/2 [==============================] - 0s 18ms/step >30, 247/693, d1=0.638, d2=0.682 g=1.131 2/2 [==============================] - 0s 18ms/step >30, 248/693, d1=0.503, d2=0.617 g=1.127 2/2 [==============================] - 0s 16ms/step >30, 249/693, d1=0.557, d2=0.577 g=1.179 2/2 [==============================] - 0s 16ms/step >30, 250/693, d1=0.572, d2=0.601 g=1.189 2/2 [==============================] - 0s 16ms/step >30, 251/693, d1=0.637, d2=0.514 g=1.263 2/2 [==============================] - 0s 17ms/step >30, 252/693, d1=0.641, d2=0.563 g=1.093 2/2 [==============================] - 0s 16ms/step >30, 253/693, d1=0.526, d2=0.626 g=1.248 2/2 [==============================] - 0s 16ms/step >30, 254/693, d1=0.640, d2=0.525 g=1.344 2/2 [==============================] - 0s 17ms/step >30, 255/693, d1=0.695, d2=0.514 g=1.220 2/2 [==============================] - 0s 17ms/step >30, 256/693, d1=0.586, d2=0.516 g=1.056 2/2 [==============================] - 0s 17ms/step >30, 257/693, d1=0.560, d2=0.559 g=1.067 2/2 [==============================] - 0s 17ms/step >30, 258/693, d1=0.546, d2=0.529 g=1.117 2/2 [==============================] - 0s 17ms/step >30, 259/693, d1=0.575, d2=0.562 g=1.076 2/2 [==============================] - 0s 17ms/step >30, 260/693, d1=0.574, d2=0.588 g=0.985 2/2 [==============================] - 0s 17ms/step >30, 261/693, d1=0.520, d2=0.578 g=1.123 2/2 [==============================] - 0s 16ms/step >30, 262/693, d1=0.600, d2=0.550 g=1.218 2/2 [==============================] - 0s 18ms/step >30, 263/693, d1=0.649, d2=0.586 g=1.121 2/2 [==============================] - 0s 17ms/step >30, 264/693, d1=0.621, d2=0.510 g=1.053 2/2 [==============================] - 0s 18ms/step >30, 265/693, d1=0.638, d2=0.681 g=0.975 2/2 [==============================] - 0s 17ms/step >30, 266/693, d1=0.614, d2=0.636 g=1.113 2/2 [==============================] - 0s 16ms/step >30, 267/693, d1=0.513, d2=0.586 g=1.121 2/2 [==============================] - 0s 17ms/step >30, 268/693, d1=0.529, d2=0.634 g=1.134 2/2 [==============================] - 0s 16ms/step >30, 269/693, d1=0.650, d2=0.615 g=1.202 2/2 [==============================] - 0s 16ms/step >30, 270/693, d1=0.636, d2=0.544 g=1.220 2/2 [==============================] - 0s 17ms/step >30, 271/693, d1=0.599, d2=0.636 g=1.085 2/2 [==============================] - 0s 18ms/step >30, 272/693, d1=0.572, d2=0.550 g=1.287 2/2 [==============================] - 0s 18ms/step >30, 273/693, d1=0.587, d2=0.516 g=1.182 2/2 [==============================] - 0s 17ms/step >30, 274/693, d1=0.574, d2=0.527 g=1.124 2/2 [==============================] - 0s 17ms/step >30, 275/693, d1=0.524, d2=0.494 g=1.103 2/2 [==============================] - 0s 16ms/step >30, 276/693, d1=0.513, d2=0.567 g=1.097 2/2 [==============================] - 0s 16ms/step >30, 277/693, d1=0.517, d2=0.643 g=1.096 2/2 [==============================] - 0s 17ms/step >30, 278/693, d1=0.692, d2=0.631 g=1.121 2/2 [==============================] - 0s 18ms/step >30, 279/693, d1=0.672, d2=0.590 g=0.984 2/2 [==============================] - 0s 17ms/step >30, 280/693, d1=0.587, d2=0.645 g=1.040 2/2 [==============================] - 0s 17ms/step >30, 281/693, d1=0.539, d2=0.741 g=1.058 2/2 [==============================] - 0s 16ms/step >30, 282/693, d1=0.605, d2=0.584 g=1.172 2/2 [==============================] - 0s 16ms/step >30, 283/693, d1=0.565, d2=0.621 g=1.202 2/2 [==============================] - 0s 17ms/step >30, 284/693, d1=0.546, d2=0.517 g=1.129 2/2 [==============================] - 0s 17ms/step >30, 285/693, d1=0.615, d2=0.571 g=1.170 2/2 [==============================] - 0s 17ms/step >30, 286/693, d1=0.585, d2=0.599 g=1.214 2/2 [==============================] - 0s 16ms/step >30, 287/693, d1=0.606, d2=0.545 g=1.189 2/2 [==============================] - 0s 16ms/step >30, 288/693, d1=0.613, d2=0.547 g=1.070 2/2 [==============================] - 0s 18ms/step >30, 289/693, d1=0.650, d2=0.595 g=1.082 2/2 [==============================] - 0s 17ms/step >30, 290/693, d1=0.536, d2=0.630 g=1.125 2/2 [==============================] - 0s 16ms/step >30, 291/693, d1=0.588, d2=0.528 g=1.166 2/2 [==============================] - 0s 17ms/step >30, 292/693, d1=0.549, d2=0.512 g=1.149 2/2 [==============================] - 0s 18ms/step >30, 293/693, d1=0.587, d2=0.586 g=1.053 2/2 [==============================] - 0s 16ms/step >30, 294/693, d1=0.516, d2=0.675 g=1.202 2/2 [==============================] - 0s 16ms/step >30, 295/693, d1=0.646, d2=0.552 g=1.059 2/2 [==============================] - 0s 17ms/step >30, 296/693, d1=0.590, d2=0.553 g=1.150 2/2 [==============================] - 0s 16ms/step >30, 297/693, d1=0.667, d2=0.582 g=1.130 2/2 [==============================] - 0s 18ms/step >30, 298/693, d1=0.573, d2=0.579 g=1.020 2/2 [==============================] - 0s 20ms/step >30, 299/693, d1=0.617, d2=0.621 g=1.081 2/2 [==============================] - 0s 17ms/step >30, 300/693, d1=0.525, d2=0.533 g=1.144 2/2 [==============================] - 0s 17ms/step >30, 301/693, d1=0.605, d2=0.624 g=1.157 2/2 [==============================] - 0s 17ms/step >30, 302/693, d1=0.570, d2=0.594 g=1.139 2/2 [==============================] - 0s 17ms/step >30, 303/693, d1=0.511, d2=0.628 g=1.231 2/2 [==============================] - 0s 16ms/step >30, 304/693, d1=0.701, d2=0.475 g=1.231 2/2 [==============================] - 0s 18ms/step >30, 305/693, d1=0.669, d2=0.550 g=1.099 2/2 [==============================] - 0s 18ms/step >30, 306/693, d1=0.495, d2=0.616 g=1.100 2/2 [==============================] - 0s 18ms/step >30, 307/693, d1=0.564, d2=0.637 g=1.078 2/2 [==============================] - 0s 17ms/step >30, 308/693, d1=0.572, d2=0.595 g=1.154 2/2 [==============================] - 0s 18ms/step >30, 309/693, d1=0.511, d2=0.597 g=1.192 2/2 [==============================] - 0s 18ms/step >30, 310/693, d1=0.533, d2=0.618 g=1.360 2/2 [==============================] - 0s 18ms/step >30, 311/693, d1=0.795, d2=0.519 g=1.214 2/2 [==============================] - 0s 19ms/step >30, 312/693, d1=0.556, d2=0.593 g=1.145 2/2 [==============================] - 0s 20ms/step >30, 313/693, d1=0.558, d2=0.576 g=1.051 2/2 [==============================] - 0s 20ms/step >30, 314/693, d1=0.505, d2=0.513 g=1.209 2/2 [==============================] - 0s 19ms/step >30, 315/693, d1=0.595, d2=0.506 g=1.190 2/2 [==============================] - 0s 17ms/step >30, 316/693, d1=0.581, d2=0.553 g=1.233 2/2 [==============================] - 0s 18ms/step >30, 317/693, d1=0.566, d2=0.590 g=1.108 2/2 [==============================] - 0s 20ms/step >30, 318/693, d1=0.517, d2=0.853 g=1.311 2/2 [==============================] - 0s 17ms/step >30, 319/693, d1=0.616, d2=0.524 g=1.298 2/2 [==============================] - 0s 19ms/step >30, 320/693, d1=0.600, d2=0.592 g=1.277 2/2 [==============================] - 0s 20ms/step >30, 321/693, d1=0.540, d2=0.484 g=1.135 2/2 [==============================] - 0s 21ms/step >30, 322/693, d1=0.634, d2=0.518 g=1.168 2/2 [==============================] - 0s 20ms/step >30, 323/693, d1=0.470, d2=0.646 g=1.301 2/2 [==============================] - 0s 20ms/step >30, 324/693, d1=0.740, d2=0.509 g=1.351 2/2 [==============================] - 0s 20ms/step >30, 325/693, d1=0.635, d2=0.476 g=1.420 2/2 [==============================] - 0s 18ms/step >30, 326/693, d1=0.569, d2=0.411 g=1.364 2/2 [==============================] - 0s 18ms/step >30, 327/693, d1=0.523, d2=0.702 g=1.071 2/2 [==============================] - 0s 20ms/step >30, 328/693, d1=0.554, d2=0.561 g=1.582 2/2 [==============================] - 0s 20ms/step >30, 329/693, d1=0.589, d2=0.354 g=1.615 2/2 [==============================] - 0s 20ms/step >30, 330/693, d1=0.550, d2=0.310 g=1.879 2/2 [==============================] - 0s 20ms/step >30, 331/693, d1=0.485, d2=0.396 g=1.582 2/2 [==============================] - 0s 20ms/step >30, 332/693, d1=0.457, d2=0.636 g=1.108 2/2 [==============================] - 0s 20ms/step >30, 333/693, d1=0.513, d2=0.568 g=1.270 2/2 [==============================] - 0s 19ms/step >30, 334/693, d1=0.489, d2=0.538 g=1.158 2/2 [==============================] - 0s 20ms/step >30, 335/693, d1=0.487, d2=0.671 g=1.190 2/2 [==============================] - 0s 19ms/step >30, 336/693, d1=0.498, d2=0.637 g=1.217 2/2 [==============================] - 0s 21ms/step >30, 337/693, d1=0.607, d2=0.586 g=1.241 2/2 [==============================] - 0s 20ms/step >30, 338/693, d1=0.703, d2=0.565 g=1.103 2/2 [==============================] - 0s 19ms/step >30, 339/693, d1=0.647, d2=0.646 g=1.112 2/2 [==============================] - 0s 19ms/step >30, 340/693, d1=0.561, d2=0.587 g=1.098 2/2 [==============================] - 0s 19ms/step >30, 341/693, d1=0.559, d2=0.539 g=1.073 2/2 [==============================] - 0s 20ms/step >30, 342/693, d1=0.549, d2=0.681 g=1.176 2/2 [==============================] - 0s 17ms/step >30, 343/693, d1=0.601, d2=0.602 g=1.066 2/2 [==============================] - 0s 16ms/step >30, 344/693, d1=0.609, d2=0.579 g=1.188 2/2 [==============================] - 0s 17ms/step >30, 345/693, d1=0.576, d2=0.589 g=1.160 2/2 [==============================] - 0s 16ms/step >30, 346/693, d1=0.554, d2=0.581 g=1.137 2/2 [==============================] - 0s 20ms/step >30, 347/693, d1=0.515, d2=0.565 g=1.061 2/2 [==============================] - 0s 17ms/step >30, 348/693, d1=0.537, d2=0.499 g=1.017 2/2 [==============================] - 0s 17ms/step >30, 349/693, d1=0.654, d2=0.574 g=1.047 2/2 [==============================] - 0s 17ms/step >30, 350/693, d1=0.589, d2=0.638 g=1.206 2/2 [==============================] - 0s 17ms/step >30, 351/693, d1=0.546, d2=0.613 g=1.167 2/2 [==============================] - 0s 17ms/step >30, 352/693, d1=0.595, d2=0.563 g=1.055 2/2 [==============================] - 0s 16ms/step >30, 353/693, d1=0.553, d2=0.786 g=1.121 2/2 [==============================] - 0s 18ms/step >30, 354/693, d1=0.635, d2=0.582 g=1.127 2/2 [==============================] - 0s 16ms/step >30, 355/693, d1=0.616, d2=0.586 g=1.105 2/2 [==============================] - 0s 18ms/step >30, 356/693, d1=0.688, d2=0.576 g=1.178 2/2 [==============================] - 0s 16ms/step >30, 357/693, d1=0.574, d2=0.622 g=1.064 2/2 [==============================] - 0s 17ms/step >30, 358/693, d1=0.507, d2=0.546 g=1.109 2/2 [==============================] - 0s 17ms/step >30, 359/693, d1=0.515, d2=0.639 g=1.160 2/2 [==============================] - 0s 18ms/step >30, 360/693, d1=0.615, d2=0.549 g=1.261 2/2 [==============================] - 0s 17ms/step >30, 361/693, d1=0.704, d2=0.608 g=1.144 2/2 [==============================] - 0s 16ms/step >30, 362/693, d1=0.701, d2=0.546 g=1.041 2/2 [==============================] - 0s 17ms/step >30, 363/693, d1=0.520, d2=0.618 g=1.091 2/2 [==============================] - 0s 17ms/step >30, 364/693, d1=0.587, d2=0.517 g=1.171 2/2 [==============================] - 0s 19ms/step >30, 365/693, d1=0.565, d2=0.608 g=1.182 2/2 [==============================] - 0s 18ms/step >30, 366/693, d1=0.504, d2=0.644 g=1.145 2/2 [==============================] - 0s 16ms/step >30, 367/693, d1=0.633, d2=0.521 g=1.168 2/2 [==============================] - 0s 17ms/step >30, 368/693, d1=0.540, d2=0.637 g=1.078 2/2 [==============================] - 0s 17ms/step >30, 369/693, d1=0.671, d2=0.557 g=1.122 2/2 [==============================] - 0s 16ms/step >30, 370/693, d1=0.659, d2=0.606 g=1.131 2/2 [==============================] - 0s 17ms/step >30, 371/693, d1=0.566, d2=0.613 g=1.275 2/2 [==============================] - 0s 16ms/step >30, 372/693, d1=0.608, d2=0.579 g=1.260 2/2 [==============================] - 0s 17ms/step >30, 373/693, d1=0.695, d2=0.499 g=1.045 2/2 [==============================] - 0s 16ms/step >30, 374/693, d1=0.533, d2=0.641 g=0.987 2/2 [==============================] - 0s 18ms/step >30, 375/693, d1=0.571, d2=0.530 g=1.098 2/2 [==============================] - 0s 19ms/step >30, 376/693, d1=0.569, d2=0.636 g=1.124 2/2 [==============================] - 0s 18ms/step >30, 377/693, d1=0.528, d2=0.608 g=1.380 2/2 [==============================] - 0s 17ms/step >30, 378/693, d1=0.572, d2=0.589 g=1.083 2/2 [==============================] - 0s 16ms/step >30, 379/693, d1=0.626, d2=0.494 g=1.132 2/2 [==============================] - 0s 18ms/step >30, 380/693, d1=0.493, d2=0.522 g=1.136 2/2 [==============================] - 0s 18ms/step >30, 381/693, d1=0.595, d2=0.529 g=1.173 2/2 [==============================] - 0s 18ms/step >30, 382/693, d1=0.557, d2=0.512 g=1.079 2/2 [==============================] - 0s 17ms/step >30, 383/693, d1=0.561, d2=0.590 g=1.122 2/2 [==============================] - 0s 19ms/step >30, 384/693, d1=0.615, d2=0.662 g=1.133 2/2 [==============================] - 0s 17ms/step >30, 385/693, d1=0.574, d2=0.550 g=1.112 2/2 [==============================] - 0s 20ms/step >30, 386/693, d1=0.584, d2=0.638 g=1.116 2/2 [==============================] - 0s 18ms/step >30, 387/693, d1=0.534, d2=0.583 g=1.098 2/2 [==============================] - 0s 20ms/step >30, 388/693, d1=0.527, d2=0.634 g=1.263 2/2 [==============================] - 0s 18ms/step >30, 389/693, d1=0.623, d2=0.560 g=1.210 2/2 [==============================] - 0s 19ms/step >30, 390/693, d1=0.659, d2=0.531 g=1.161 2/2 [==============================] - 0s 20ms/step >30, 391/693, d1=0.684, d2=0.604 g=1.167 2/2 [==============================] - 0s 16ms/step >30, 392/693, d1=0.598, d2=0.623 g=1.247 2/2 [==============================] - 0s 18ms/step >30, 393/693, d1=0.520, d2=0.669 g=1.227 2/2 [==============================] - 0s 18ms/step >30, 394/693, d1=0.657, d2=0.523 g=1.276 2/2 [==============================] - 0s 17ms/step >30, 395/693, d1=0.617, d2=0.606 g=1.195 2/2 [==============================] - 0s 16ms/step >30, 396/693, d1=0.537, d2=0.441 g=1.226 2/2 [==============================] - 0s 19ms/step >30, 397/693, d1=0.506, d2=0.517 g=1.106 2/2 [==============================] - 0s 19ms/step >30, 398/693, d1=0.521, d2=0.703 g=1.137 2/2 [==============================] - 0s 20ms/step >30, 399/693, d1=0.572, d2=0.615 g=1.297 2/2 [==============================] - 0s 19ms/step >30, 400/693, d1=0.563, d2=0.485 g=1.405 2/2 [==============================] - 0s 19ms/step >30, 401/693, d1=0.701, d2=0.425 g=1.171 2/2 [==============================] - 0s 20ms/step >30, 402/693, d1=0.609, d2=0.573 g=1.183 2/2 [==============================] - 0s 18ms/step >30, 403/693, d1=0.470, d2=0.632 g=1.213 2/2 [==============================] - 0s 18ms/step >30, 404/693, d1=0.574, d2=0.529 g=1.235 2/2 [==============================] - 0s 19ms/step >30, 405/693, d1=0.617, d2=0.485 g=1.170 2/2 [==============================] - 0s 20ms/step >30, 406/693, d1=0.599, d2=0.541 g=1.140 2/2 [==============================] - 0s 16ms/step >30, 407/693, d1=0.618, d2=0.585 g=1.131 2/2 [==============================] - 0s 18ms/step >30, 408/693, d1=0.521, d2=0.556 g=1.152 2/2 [==============================] - 0s 17ms/step >30, 409/693, d1=0.616, d2=0.613 g=1.235 2/2 [==============================] - 0s 17ms/step >30, 410/693, d1=0.632, d2=0.560 g=1.131 2/2 [==============================] - 0s 17ms/step >30, 411/693, d1=0.482, d2=0.590 g=1.127 2/2 [==============================] - 0s 20ms/step >30, 412/693, d1=0.521, d2=0.621 g=1.228 2/2 [==============================] - 0s 16ms/step >30, 413/693, d1=0.625, d2=0.578 g=1.191 2/2 [==============================] - 0s 16ms/step >30, 414/693, d1=0.673, d2=0.533 g=1.086 2/2 [==============================] - 0s 16ms/step >30, 415/693, d1=0.624, d2=0.684 g=1.082 2/2 [==============================] - 0s 16ms/step >30, 416/693, d1=0.605, d2=0.556 g=1.046 2/2 [==============================] - 0s 17ms/step >30, 417/693, d1=0.628, d2=0.609 g=1.067 2/2 [==============================] - 0s 16ms/step >30, 418/693, d1=0.515, d2=0.598 g=1.061 2/2 [==============================] - 0s 16ms/step >30, 419/693, d1=0.476, d2=0.494 g=1.102 2/2 [==============================] - 0s 16ms/step >30, 420/693, d1=0.499, d2=0.681 g=1.171 2/2 [==============================] - 0s 17ms/step >30, 421/693, d1=0.587, d2=0.524 g=1.137 2/2 [==============================] - 0s 16ms/step >30, 422/693, d1=0.537, d2=0.587 g=1.171 2/2 [==============================] - 0s 20ms/step >30, 423/693, d1=0.538, d2=0.509 g=1.300 2/2 [==============================] - 0s 17ms/step >30, 424/693, d1=0.590, d2=0.512 g=1.256 2/2 [==============================] - 0s 17ms/step >30, 425/693, d1=0.597, d2=0.521 g=1.093 2/2 [==============================] - 0s 17ms/step >30, 426/693, d1=0.500, d2=0.672 g=1.141 2/2 [==============================] - 0s 16ms/step >30, 427/693, d1=0.609, d2=0.657 g=1.101 2/2 [==============================] - 0s 18ms/step >30, 428/693, d1=0.607, d2=0.511 g=1.097 2/2 [==============================] - 0s 17ms/step >30, 429/693, d1=0.578, d2=0.600 g=1.155 2/2 [==============================] - 0s 18ms/step >30, 430/693, d1=0.538, d2=0.536 g=1.097 2/2 [==============================] - 0s 16ms/step >30, 431/693, d1=0.581, d2=0.639 g=1.185 2/2 [==============================] - 0s 17ms/step >30, 432/693, d1=0.709, d2=0.631 g=1.247 2/2 [==============================] - 0s 16ms/step >30, 433/693, d1=0.584, d2=0.585 g=1.137 2/2 [==============================] - 0s 16ms/step >30, 434/693, d1=0.666, d2=0.659 g=1.186 2/2 [==============================] - 0s 17ms/step >30, 435/693, d1=0.660, d2=0.543 g=1.200 2/2 [==============================] - 0s 20ms/step >30, 436/693, d1=0.525, d2=0.572 g=1.171 2/2 [==============================] - 0s 18ms/step >30, 437/693, d1=0.568, d2=0.519 g=1.173 2/2 [==============================] - 0s 17ms/step >30, 438/693, d1=0.565, d2=0.619 g=1.249 2/2 [==============================] - 0s 17ms/step >30, 439/693, d1=0.572, d2=0.546 g=1.264 2/2 [==============================] - 0s 16ms/step >30, 440/693, d1=0.572, d2=0.532 g=1.086 2/2 [==============================] - 0s 16ms/step >30, 441/693, d1=0.587, d2=0.600 g=1.126 2/2 [==============================] - 0s 17ms/step >30, 442/693, d1=0.539, d2=0.540 g=1.169 2/2 [==============================] - 0s 18ms/step >30, 443/693, d1=0.664, d2=0.581 g=1.099 2/2 [==============================] - 0s 17ms/step >30, 444/693, d1=0.632, d2=0.614 g=1.060 2/2 [==============================] - 0s 17ms/step >30, 445/693, d1=0.545, d2=0.627 g=1.007 2/2 [==============================] - 0s 16ms/step >30, 446/693, d1=0.620, d2=0.583 g=1.082 2/2 [==============================] - 0s 16ms/step >30, 447/693, d1=0.578, d2=0.550 g=1.148 2/2 [==============================] - 0s 17ms/step >30, 448/693, d1=0.608, d2=0.580 g=1.147 2/2 [==============================] - 0s 18ms/step >30, 449/693, d1=0.538, d2=0.597 g=1.161 2/2 [==============================] - 0s 17ms/step >30, 450/693, d1=0.575, d2=0.512 g=1.130 2/2 [==============================] - 0s 17ms/step >30, 451/693, d1=0.592, d2=0.508 g=1.089 2/2 [==============================] - 0s 17ms/step >30, 452/693, d1=0.585, d2=0.632 g=1.235 2/2 [==============================] - 0s 18ms/step >30, 453/693, d1=0.572, d2=0.618 g=1.185 2/2 [==============================] - 0s 18ms/step >30, 454/693, d1=0.561, d2=0.506 g=1.176 2/2 [==============================] - 0s 17ms/step >30, 455/693, d1=0.680, d2=0.603 g=1.097 2/2 [==============================] - 0s 17ms/step >30, 456/693, d1=0.493, d2=0.555 g=1.183 2/2 [==============================] - 0s 18ms/step >30, 457/693, d1=0.704, d2=0.583 g=1.081 2/2 [==============================] - 0s 17ms/step >30, 458/693, d1=0.550, d2=0.606 g=1.011 2/2 [==============================] - 0s 19ms/step >30, 459/693, d1=0.673, d2=0.613 g=1.042 2/2 [==============================] - 0s 21ms/step >30, 460/693, d1=0.556, d2=0.611 g=1.042 2/2 [==============================] - 0s 19ms/step >30, 461/693, d1=0.596, d2=0.585 g=1.134 2/2 [==============================] - 0s 18ms/step >30, 462/693, d1=0.572, d2=0.569 g=1.095 2/2 [==============================] - 0s 19ms/step >30, 463/693, d1=0.535, d2=0.567 g=1.196 2/2 [==============================] - 0s 16ms/step >30, 464/693, d1=0.646, d2=0.532 g=1.039 2/2 [==============================] - 0s 19ms/step >30, 465/693, d1=0.620, d2=0.601 g=1.137 2/2 [==============================] - 0s 18ms/step >30, 466/693, d1=0.616, d2=0.546 g=1.083 2/2 [==============================] - 0s 19ms/step >30, 467/693, d1=0.494, d2=0.510 g=1.049 2/2 [==============================] - 0s 20ms/step >30, 468/693, d1=0.618, d2=0.615 g=1.132 2/2 [==============================] - 0s 20ms/step >30, 469/693, d1=0.572, d2=0.572 g=1.075 2/2 [==============================] - 0s 19ms/step >30, 470/693, d1=0.587, d2=0.627 g=1.150 2/2 [==============================] - 0s 19ms/step >30, 471/693, d1=0.568, d2=0.612 g=1.148 2/2 [==============================] - 0s 20ms/step >30, 472/693, d1=0.596, d2=0.611 g=1.196 2/2 [==============================] - 0s 21ms/step >30, 473/693, d1=0.582, d2=0.578 g=1.094 2/2 [==============================] - 0s 19ms/step >30, 474/693, d1=0.578, d2=0.530 g=1.161 2/2 [==============================] - 0s 19ms/step >30, 475/693, d1=0.671, d2=0.597 g=1.130 2/2 [==============================] - 0s 20ms/step >30, 476/693, d1=0.681, d2=0.625 g=1.111 2/2 [==============================] - 0s 19ms/step >30, 477/693, d1=0.626, d2=0.667 g=1.050 2/2 [==============================] - 0s 19ms/step >30, 478/693, d1=0.571, d2=0.714 g=1.218 2/2 [==============================] - 0s 17ms/step >30, 479/693, d1=0.581, d2=0.626 g=1.235 2/2 [==============================] - 0s 19ms/step >30, 480/693, d1=0.660, d2=0.508 g=1.283 2/2 [==============================] - 0s 17ms/step >30, 481/693, d1=0.659, d2=0.628 g=1.212 2/2 [==============================] - 0s 19ms/step >30, 482/693, d1=0.654, d2=0.664 g=1.143 2/2 [==============================] - 0s 20ms/step >30, 483/693, d1=0.699, d2=0.537 g=1.068 2/2 [==============================] - 0s 20ms/step >30, 484/693, d1=0.622, d2=0.563 g=1.056 2/2 [==============================] - 0s 20ms/step >30, 485/693, d1=0.618, d2=0.602 g=1.015 2/2 [==============================] - 0s 19ms/step >30, 486/693, d1=0.618, d2=0.687 g=1.054 2/2 [==============================] - 0s 20ms/step >30, 487/693, d1=0.519, d2=0.660 g=1.159 2/2 [==============================] - 0s 20ms/step >30, 488/693, d1=0.595, d2=0.561 g=1.182 2/2 [==============================] - 0s 19ms/step >30, 489/693, d1=0.531, d2=0.564 g=1.155 2/2 [==============================] - 0s 20ms/step >30, 490/693, d1=0.575, d2=0.619 g=1.147 2/2 [==============================] - 0s 19ms/step >30, 491/693, d1=0.497, d2=0.478 g=1.124 2/2 [==============================] - 0s 20ms/step >30, 492/693, d1=0.590, d2=0.657 g=1.057 2/2 [==============================] - 0s 20ms/step >30, 493/693, d1=0.587, d2=0.578 g=1.189 2/2 [==============================] - 0s 21ms/step >30, 494/693, d1=0.540, d2=0.494 g=1.191 2/2 [==============================] - 0s 17ms/step >30, 495/693, d1=0.534, d2=0.522 g=1.242 2/2 [==============================] - 0s 16ms/step >30, 496/693, d1=0.625, d2=0.521 g=1.272 2/2 [==============================] - 0s 20ms/step >30, 497/693, d1=0.637, d2=0.487 g=1.179 2/2 [==============================] - 0s 17ms/step >30, 498/693, d1=0.597, d2=0.522 g=1.152 2/2 [==============================] - 0s 17ms/step >30, 499/693, d1=0.576, d2=0.566 g=1.144 2/2 [==============================] - 0s 18ms/step >30, 500/693, d1=0.561, d2=0.613 g=1.187 2/2 [==============================] - 0s 17ms/step >30, 501/693, d1=0.576, d2=0.571 g=1.223 2/2 [==============================] - 0s 19ms/step >30, 502/693, d1=0.560, d2=0.488 g=1.144 2/2 [==============================] - 0s 18ms/step >30, 503/693, d1=0.583, d2=0.539 g=1.130 2/2 [==============================] - 0s 17ms/step >30, 504/693, d1=0.584, d2=0.591 g=1.068 2/2 [==============================] - 0s 17ms/step >30, 505/693, d1=0.575, d2=0.595 g=1.139 2/2 [==============================] - 0s 18ms/step >30, 506/693, d1=0.676, d2=0.576 g=1.057 2/2 [==============================] - 0s 17ms/step >30, 507/693, d1=0.612, d2=0.555 g=1.172 2/2 [==============================] - 0s 17ms/step >30, 508/693, d1=0.429, d2=0.696 g=1.120 2/2 [==============================] - 0s 17ms/step >30, 509/693, d1=0.593, d2=0.601 g=1.114 2/2 [==============================] - 0s 17ms/step >30, 510/693, d1=0.652, d2=0.587 g=1.165 2/2 [==============================] - 0s 16ms/step >30, 511/693, d1=0.623, d2=0.574 g=1.060 2/2 [==============================] - 0s 18ms/step >30, 512/693, d1=0.578, d2=0.592 g=1.137 2/2 [==============================] - 0s 18ms/step >30, 513/693, d1=0.565, d2=0.515 g=1.144 2/2 [==============================] - 0s 17ms/step >30, 514/693, d1=0.598, d2=0.578 g=1.154 2/2 [==============================] - 0s 17ms/step >30, 515/693, d1=0.560, d2=0.554 g=1.078 2/2 [==============================] - 0s 17ms/step >30, 516/693, d1=0.432, d2=0.546 g=1.216 2/2 [==============================] - 0s 18ms/step >30, 517/693, d1=0.574, d2=0.675 g=1.282 2/2 [==============================] - 0s 17ms/step >30, 518/693, d1=0.680, d2=0.518 g=1.211 2/2 [==============================] - 0s 18ms/step >30, 519/693, d1=0.562, d2=0.548 g=1.180 2/2 [==============================] - 0s 17ms/step >30, 520/693, d1=0.649, d2=0.584 g=1.030 2/2 [==============================] - 0s 17ms/step >30, 521/693, d1=0.573, d2=0.611 g=1.127 2/2 [==============================] - 0s 17ms/step >30, 522/693, d1=0.556, d2=0.584 g=1.181 2/2 [==============================] - 0s 17ms/step >30, 523/693, d1=0.509, d2=0.607 g=1.241 2/2 [==============================] - 0s 17ms/step >30, 524/693, d1=0.711, d2=0.506 g=1.190 2/2 [==============================] - 0s 17ms/step >30, 525/693, d1=0.548, d2=0.629 g=1.205 2/2 [==============================] - 0s 17ms/step >30, 526/693, d1=0.577, d2=0.546 g=1.162 2/2 [==============================] - 0s 17ms/step >30, 527/693, d1=0.547, d2=0.590 g=1.110 2/2 [==============================] - 0s 18ms/step >30, 528/693, d1=0.628, d2=0.539 g=1.110 2/2 [==============================] - 0s 17ms/step >30, 529/693, d1=0.596, d2=0.537 g=1.125 2/2 [==============================] - 0s 17ms/step >30, 530/693, d1=0.579, d2=0.648 g=1.045 2/2 [==============================] - 0s 16ms/step >30, 531/693, d1=0.613, d2=0.631 g=1.055 2/2 [==============================] - 0s 17ms/step >30, 532/693, d1=0.550, d2=0.593 g=1.110 2/2 [==============================] - 0s 16ms/step >30, 533/693, d1=0.570, d2=0.549 g=1.115 2/2 [==============================] - 0s 16ms/step >30, 534/693, d1=0.563, d2=0.593 g=1.133 2/2 [==============================] - 0s 17ms/step >30, 535/693, d1=0.594, d2=0.546 g=1.055 2/2 [==============================] - 0s 17ms/step >30, 536/693, d1=0.525, d2=0.506 g=1.214 2/2 [==============================] - 0s 17ms/step >30, 537/693, d1=0.701, d2=0.628 g=1.106 2/2 [==============================] - 0s 17ms/step >30, 538/693, d1=0.513, d2=0.580 g=1.154 2/2 [==============================] - 0s 17ms/step >30, 539/693, d1=0.531, d2=0.673 g=1.232 2/2 [==============================] - 0s 17ms/step >30, 540/693, d1=0.600, d2=0.558 g=1.166 2/2 [==============================] - 0s 17ms/step >30, 541/693, d1=0.598, d2=0.518 g=1.224 2/2 [==============================] - 0s 17ms/step >30, 542/693, d1=0.600, d2=0.501 g=1.208 2/2 [==============================] - 0s 16ms/step >30, 543/693, d1=0.509, d2=0.487 g=1.081 2/2 [==============================] - 0s 19ms/step >30, 544/693, d1=0.605, d2=0.575 g=1.059 2/2 [==============================] - 0s 17ms/step >30, 545/693, d1=0.597, d2=0.550 g=1.083 2/2 [==============================] - 0s 17ms/step >30, 546/693, d1=0.580, d2=0.599 g=1.084 2/2 [==============================] - 0s 17ms/step >30, 547/693, d1=0.650, d2=0.558 g=1.107 2/2 [==============================] - 0s 18ms/step >30, 548/693, d1=0.584, d2=0.612 g=1.082 2/2 [==============================] - 0s 17ms/step >30, 549/693, d1=0.572, d2=0.549 g=1.035 2/2 [==============================] - 0s 17ms/step >30, 550/693, d1=0.451, d2=0.555 g=1.224 2/2 [==============================] - 0s 18ms/step >30, 551/693, d1=0.630, d2=0.535 g=1.133 2/2 [==============================] - 0s 17ms/step >30, 552/693, d1=0.600, d2=0.570 g=1.100 2/2 [==============================] - 0s 17ms/step >30, 553/693, d1=0.570, d2=0.590 g=1.165 2/2 [==============================] - 0s 17ms/step >30, 554/693, d1=0.646, d2=0.578 g=1.242 2/2 [==============================] - 0s 18ms/step >30, 555/693, d1=0.587, d2=0.558 g=1.116 2/2 [==============================] - 0s 18ms/step >30, 556/693, d1=0.571, d2=0.554 g=1.150 2/2 [==============================] - 0s 16ms/step >30, 557/693, d1=0.503, d2=0.650 g=1.233 2/2 [==============================] - 0s 17ms/step >30, 558/693, d1=0.610, d2=0.447 g=1.153 2/2 [==============================] - 0s 16ms/step >30, 559/693, d1=0.576, d2=0.581 g=1.145 2/2 [==============================] - 0s 19ms/step >30, 560/693, d1=0.575, d2=0.607 g=1.100 2/2 [==============================] - 0s 17ms/step >30, 561/693, d1=0.587, d2=0.526 g=1.094 2/2 [==============================] - 0s 17ms/step >30, 562/693, d1=0.598, d2=0.534 g=1.133 2/2 [==============================] - 0s 18ms/step >30, 563/693, d1=0.528, d2=0.569 g=1.120 2/2 [==============================] - 0s 16ms/step >30, 564/693, d1=0.647, d2=0.591 g=1.066 2/2 [==============================] - 0s 17ms/step >30, 565/693, d1=0.569, d2=0.606 g=1.177 2/2 [==============================] - 0s 16ms/step >30, 566/693, d1=0.561, d2=0.559 g=1.108 2/2 [==============================] - 0s 17ms/step >30, 567/693, d1=0.541, d2=0.597 g=1.257 2/2 [==============================] - 0s 16ms/step >30, 568/693, d1=0.552, d2=0.479 g=1.422 2/2 [==============================] - 0s 17ms/step >30, 569/693, d1=0.593, d2=0.456 g=1.330 2/2 [==============================] - 0s 17ms/step >30, 570/693, d1=0.529, d2=0.513 g=1.314 2/2 [==============================] - 0s 18ms/step >30, 571/693, d1=0.577, d2=0.625 g=1.088 2/2 [==============================] - 0s 17ms/step >30, 572/693, d1=0.602, d2=0.633 g=1.235 2/2 [==============================] - 0s 17ms/step >30, 573/693, d1=0.566, d2=0.529 g=1.157 2/2 [==============================] - 0s 17ms/step >30, 574/693, d1=0.621, d2=0.502 g=1.201 2/2 [==============================] - 0s 16ms/step >30, 575/693, d1=0.590, d2=0.597 g=1.241 2/2 [==============================] - 0s 17ms/step >30, 576/693, d1=0.599, d2=0.657 g=1.105 2/2 [==============================] - 0s 17ms/step >30, 577/693, d1=0.490, d2=0.535 g=1.076 2/2 [==============================] - 0s 17ms/step >30, 578/693, d1=0.577, d2=0.641 g=1.209 2/2 [==============================] - 0s 17ms/step >30, 579/693, d1=0.572, d2=0.487 g=1.164 2/2 [==============================] - 0s 19ms/step >30, 580/693, d1=0.607, d2=0.560 g=1.147 2/2 [==============================] - 0s 16ms/step >30, 581/693, d1=0.627, d2=0.515 g=1.074 2/2 [==============================] - 0s 19ms/step >30, 582/693, d1=0.459, d2=0.582 g=1.018 2/2 [==============================] - 0s 17ms/step >30, 583/693, d1=0.563, d2=0.516 g=1.129 2/2 [==============================] - 0s 16ms/step >30, 584/693, d1=0.551, d2=0.609 g=1.115 2/2 [==============================] - 0s 18ms/step >30, 585/693, d1=0.562, d2=0.561 g=1.161 2/2 [==============================] - 0s 17ms/step >30, 586/693, d1=0.595, d2=0.547 g=1.226 2/2 [==============================] - 0s 17ms/step >30, 587/693, d1=0.492, d2=0.623 g=1.195 2/2 [==============================] - 0s 17ms/step >30, 588/693, d1=0.610, d2=0.579 g=1.180 2/2 [==============================] - 0s 21ms/step >30, 589/693, d1=0.578, d2=0.661 g=1.166 2/2 [==============================] - 0s 18ms/step >30, 590/693, d1=0.684, d2=0.537 g=1.156 2/2 [==============================] - 0s 17ms/step >30, 591/693, d1=0.534, d2=0.577 g=1.126 2/2 [==============================] - 0s 18ms/step >30, 592/693, d1=0.526, d2=0.678 g=1.185 2/2 [==============================] - 0s 17ms/step >30, 593/693, d1=0.568, d2=0.518 g=1.282 2/2 [==============================] - 0s 19ms/step >30, 594/693, d1=0.630, d2=0.553 g=1.172 2/2 [==============================] - 0s 17ms/step >30, 595/693, d1=0.606, d2=0.459 g=1.230 2/2 [==============================] - 0s 16ms/step >30, 596/693, d1=0.595, d2=0.574 g=1.194 2/2 [==============================] - 0s 19ms/step >30, 597/693, d1=0.481, d2=0.544 g=1.190 2/2 [==============================] - 0s 17ms/step >30, 598/693, d1=0.516, d2=0.570 g=1.266 2/2 [==============================] - 0s 19ms/step >30, 599/693, d1=0.627, d2=0.547 g=1.296 2/2 [==============================] - 0s 17ms/step >30, 600/693, d1=0.559, d2=0.544 g=1.176 2/2 [==============================] - 0s 16ms/step >30, 601/693, d1=0.652, d2=0.492 g=1.132 2/2 [==============================] - 0s 17ms/step >30, 602/693, d1=0.576, d2=0.565 g=1.028 2/2 [==============================] - 0s 19ms/step >30, 603/693, d1=0.565, d2=0.694 g=1.125 2/2 [==============================] - 0s 16ms/step >30, 604/693, d1=0.647, d2=0.647 g=1.099 2/2 [==============================] - 0s 17ms/step >30, 605/693, d1=0.611, d2=0.662 g=1.129 2/2 [==============================] - 0s 16ms/step >30, 606/693, d1=0.584, d2=0.571 g=1.118 2/2 [==============================] - 0s 15ms/step >30, 607/693, d1=0.621, d2=0.614 g=1.214 2/2 [==============================] - 0s 18ms/step >30, 608/693, d1=0.541, d2=0.585 g=1.120 2/2 [==============================] - 0s 16ms/step >30, 609/693, d1=0.591, d2=0.555 g=1.282 2/2 [==============================] - 0s 19ms/step >30, 610/693, d1=0.646, d2=0.553 g=1.243 2/2 [==============================] - 0s 18ms/step >30, 611/693, d1=0.615, d2=0.550 g=1.141 2/2 [==============================] - 0s 18ms/step >30, 612/693, d1=0.562, d2=0.546 g=1.164 2/2 [==============================] - 0s 16ms/step >30, 613/693, d1=0.648, d2=0.612 g=1.104 2/2 [==============================] - 0s 18ms/step >30, 614/693, d1=0.551, d2=0.674 g=1.140 2/2 [==============================] - 0s 16ms/step >30, 615/693, d1=0.570, d2=0.528 g=1.226 2/2 [==============================] - 0s 17ms/step >30, 616/693, d1=0.577, d2=0.474 g=1.094 2/2 [==============================] - 0s 16ms/step >30, 617/693, d1=0.610, d2=0.605 g=1.099 2/2 [==============================] - 0s 17ms/step >30, 618/693, d1=0.657, d2=0.586 g=1.161 2/2 [==============================] - 0s 17ms/step >30, 619/693, d1=0.496, d2=0.525 g=1.117 2/2 [==============================] - 0s 17ms/step >30, 620/693, d1=0.543, d2=0.596 g=1.120 2/2 [==============================] - 0s 17ms/step >30, 621/693, d1=0.565, d2=0.703 g=1.120 2/2 [==============================] - 0s 18ms/step >30, 622/693, d1=0.534, d2=0.504 g=1.120 2/2 [==============================] - 0s 16ms/step >30, 623/693, d1=0.586, d2=0.561 g=1.057 2/2 [==============================] - 0s 18ms/step >30, 624/693, d1=0.508, d2=0.573 g=1.188 2/2 [==============================] - 0s 16ms/step >30, 625/693, d1=0.568, d2=0.658 g=1.241 2/2 [==============================] - 0s 19ms/step >30, 626/693, d1=0.684, d2=0.576 g=1.152 2/2 [==============================] - 0s 17ms/step >30, 627/693, d1=0.622, d2=0.555 g=1.142 2/2 [==============================] - 0s 17ms/step >30, 628/693, d1=0.606, d2=0.564 g=1.106 2/2 [==============================] - 0s 20ms/step >30, 629/693, d1=0.532, d2=0.647 g=1.029 2/2 [==============================] - 0s 16ms/step >30, 630/693, d1=0.513, d2=0.577 g=1.194 2/2 [==============================] - 0s 17ms/step >30, 631/693, d1=0.580, d2=0.515 g=1.163 2/2 [==============================] - 0s 17ms/step >30, 632/693, d1=0.692, d2=0.566 g=1.124 2/2 [==============================] - 0s 17ms/step >30, 633/693, d1=0.680, d2=0.686 g=1.103 2/2 [==============================] - 0s 17ms/step >30, 634/693, d1=0.560, d2=0.595 g=1.174 2/2 [==============================] - 0s 17ms/step >30, 635/693, d1=0.599, d2=0.612 g=1.259 2/2 [==============================] - 0s 18ms/step >30, 636/693, d1=0.597, d2=0.640 g=1.249 2/2 [==============================] - 0s 16ms/step >30, 637/693, d1=0.718, d2=0.487 g=1.110 2/2 [==============================] - 0s 17ms/step >30, 638/693, d1=0.576, d2=0.567 g=1.124 2/2 [==============================] - 0s 18ms/step >30, 639/693, d1=0.615, d2=0.618 g=1.141 2/2 [==============================] - 0s 17ms/step >30, 640/693, d1=0.585, d2=0.510 g=1.106 2/2 [==============================] - 0s 16ms/step >30, 641/693, d1=0.639, d2=0.582 g=1.098 2/2 [==============================] - 0s 18ms/step >30, 642/693, d1=0.631, d2=0.577 g=1.208 2/2 [==============================] - 0s 17ms/step >30, 643/693, d1=0.592, d2=0.679 g=1.129 2/2 [==============================] - 0s 19ms/step >30, 644/693, d1=0.596, d2=0.548 g=1.170 2/2 [==============================] - 0s 16ms/step >30, 645/693, d1=0.554, d2=0.552 g=1.130 2/2 [==============================] - 0s 17ms/step >30, 646/693, d1=0.558, d2=0.576 g=1.156 2/2 [==============================] - 0s 17ms/step >30, 647/693, d1=0.650, d2=0.470 g=1.103 2/2 [==============================] - 0s 17ms/step >30, 648/693, d1=0.554, d2=0.641 g=1.213 2/2 [==============================] - 0s 16ms/step >30, 649/693, d1=0.605, d2=0.601 g=1.105 2/2 [==============================] - 0s 17ms/step >30, 650/693, d1=0.628, d2=0.566 g=1.110 2/2 [==============================] - 0s 16ms/step >30, 651/693, d1=0.585, d2=0.531 g=1.018 2/2 [==============================] - 0s 17ms/step >30, 652/693, d1=0.617, d2=0.583 g=1.062 2/2 [==============================] - 0s 17ms/step >30, 653/693, d1=0.582, d2=0.647 g=1.123 2/2 [==============================] - 0s 16ms/step >30, 654/693, d1=0.677, d2=0.565 g=1.126 2/2 [==============================] - 0s 17ms/step >30, 655/693, d1=0.544, d2=0.590 g=1.090 2/2 [==============================] - 0s 17ms/step >30, 656/693, d1=0.550, d2=0.566 g=1.227 2/2 [==============================] - 0s 16ms/step >30, 657/693, d1=0.530, d2=0.494 g=1.161 2/2 [==============================] - 0s 17ms/step >30, 658/693, d1=0.637, d2=0.580 g=1.194 2/2 [==============================] - 0s 17ms/step >30, 659/693, d1=0.550, d2=0.533 g=1.166 2/2 [==============================] - 0s 17ms/step >30, 660/693, d1=0.508, d2=0.545 g=1.075 2/2 [==============================] - 0s 17ms/step >30, 661/693, d1=0.604, d2=0.656 g=1.152 2/2 [==============================] - 0s 16ms/step >30, 662/693, d1=0.636, d2=0.594 g=1.135 2/2 [==============================] - 0s 17ms/step >30, 663/693, d1=0.512, d2=0.537 g=1.171 2/2 [==============================] - 0s 16ms/step >30, 664/693, d1=0.619, d2=0.561 g=1.150 2/2 [==============================] - 0s 16ms/step >30, 665/693, d1=0.552, d2=0.538 g=1.065 2/2 [==============================] - 0s 16ms/step >30, 666/693, d1=0.653, d2=0.681 g=1.186 2/2 [==============================] - 0s 17ms/step >30, 667/693, d1=0.619, d2=0.516 g=1.129 2/2 [==============================] - 0s 16ms/step >30, 668/693, d1=0.558, d2=0.617 g=1.172 2/2 [==============================] - 0s 17ms/step >30, 669/693, d1=0.577, d2=0.621 g=1.051 2/2 [==============================] - 0s 17ms/step >30, 670/693, d1=0.511, d2=0.519 g=1.135 2/2 [==============================] - 0s 18ms/step >30, 671/693, d1=0.537, d2=0.626 g=1.231 2/2 [==============================] - 0s 17ms/step >30, 672/693, d1=0.607, d2=0.585 g=1.251 2/2 [==============================] - 0s 16ms/step >30, 673/693, d1=0.620, d2=0.591 g=1.210 2/2 [==============================] - 0s 17ms/step >30, 674/693, d1=0.480, d2=0.503 g=1.195 2/2 [==============================] - 0s 16ms/step >30, 675/693, d1=0.603, d2=0.615 g=1.147 2/2 [==============================] - 0s 17ms/step >30, 676/693, d1=0.606, d2=0.560 g=1.377 2/2 [==============================] - 0s 17ms/step >30, 677/693, d1=0.469, d2=0.309 g=1.532 2/2 [==============================] - 0s 18ms/step >30, 678/693, d1=0.658, d2=0.524 g=1.444 2/2 [==============================] - 0s 16ms/step >30, 679/693, d1=0.474, d2=0.538 g=1.357 2/2 [==============================] - 0s 17ms/step >30, 680/693, d1=0.434, d2=0.824 g=1.265 2/2 [==============================] - 0s 17ms/step >30, 681/693, d1=0.599, d2=0.523 g=1.355 2/2 [==============================] - 0s 17ms/step >30, 682/693, d1=0.644, d2=0.497 g=1.284 2/2 [==============================] - 0s 16ms/step >30, 683/693, d1=0.668, d2=0.534 g=1.194 2/2 [==============================] - 0s 17ms/step >30, 684/693, d1=0.565, d2=0.600 g=1.270 2/2 [==============================] - 0s 20ms/step >30, 685/693, d1=0.548, d2=0.502 g=1.161 2/2 [==============================] - 0s 16ms/step >30, 686/693, d1=0.616, d2=0.563 g=1.260 2/2 [==============================] - 0s 17ms/step >30, 687/693, d1=0.657, d2=0.582 g=1.175 2/2 [==============================] - 0s 20ms/step >30, 688/693, d1=0.487, d2=0.652 g=1.229 2/2 [==============================] - 0s 20ms/step >30, 689/693, d1=0.597, d2=0.615 g=1.101 2/2 [==============================] - 0s 20ms/step >30, 690/693, d1=0.598, d2=0.598 g=1.098 2/2 [==============================] - 0s 19ms/step >30, 691/693, d1=0.699, d2=0.572 g=1.107 2/2 [==============================] - 0s 17ms/step >30, 692/693, d1=0.612, d2=0.562 g=1.057 2/2 [==============================] - 0s 20ms/step >30, 693/693, d1=0.528, d2=0.546 g=1.131 5/5 [==============================] - 0s 20ms/step >Accuracy real: 70%, fake: 79% >SSIM score: 0.1365 WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model. 5/5 [==============================] - 0s 20ms/step 2/2 [==============================] - 0s 19ms/step >31, 1/693, d1=0.582, d2=0.517 g=1.114 2/2 [==============================] - 0s 18ms/step >31, 2/693, d1=0.593, d2=0.641 g=1.250 2/2 [==============================] - 0s 20ms/step >31, 3/693, d1=0.629, d2=0.614 g=1.139 2/2 [==============================] - 0s 20ms/step >31, 4/693, d1=0.473, d2=0.519 g=1.175 2/2 [==============================] - 0s 18ms/step >31, 5/693, d1=0.541, d2=0.554 g=1.135 2/2 [==============================] - 0s 18ms/step >31, 6/693, d1=0.630, d2=0.760 g=1.276 2/2 [==============================] - 0s 19ms/step >31, 7/693, d1=0.662, d2=0.567 g=1.248 2/2 [==============================] - 0s 21ms/step >31, 8/693, d1=0.505, d2=0.435 g=1.214 2/2 [==============================] - 0s 20ms/step >31, 9/693, d1=0.550, d2=0.527 g=1.154 2/2 [==============================] - 0s 20ms/step >31, 10/693, d1=0.553, d2=0.558 g=1.219 2/2 [==============================] - 0s 20ms/step >31, 11/693, d1=0.521, d2=0.579 g=1.285 2/2 [==============================] - 0s 20ms/step >31, 12/693, d1=0.577, d2=0.503 g=1.158 2/2 [==============================] - 0s 17ms/step >31, 13/693, d1=0.655, d2=0.516 g=1.197 2/2 [==============================] - 0s 19ms/step >31, 14/693, d1=0.505, d2=0.602 g=1.127 2/2 [==============================] - 0s 18ms/step >31, 15/693, d1=0.538, d2=0.667 g=1.117 2/2 [==============================] - 0s 19ms/step >31, 16/693, d1=0.493, d2=0.575 g=1.191 2/2 [==============================] - 0s 17ms/step >31, 17/693, d1=0.486, d2=0.572 g=1.269 2/2 [==============================] - 0s 20ms/step >31, 18/693, d1=0.724, d2=0.601 g=1.283 2/2 [==============================] - 0s 19ms/step >31, 19/693, d1=0.471, d2=0.465 g=1.139 2/2 [==============================] - 0s 19ms/step >31, 20/693, d1=0.554, d2=0.593 g=1.268 2/2 [==============================] - 0s 19ms/step >31, 21/693, d1=0.612, d2=0.502 g=1.239 2/2 [==============================] - 0s 19ms/step >31, 22/693, d1=0.613, d2=0.506 g=1.188 2/2 [==============================] - 0s 16ms/step >31, 23/693, d1=0.551, d2=0.497 g=1.103 2/2 [==============================] - 0s 19ms/step >31, 24/693, d1=0.563, d2=0.588 g=1.104 2/2 [==============================] - 0s 19ms/step >31, 25/693, d1=0.604, d2=0.594 g=1.138 2/2 [==============================] - 0s 20ms/step >31, 26/693, d1=0.507, d2=0.612 g=1.200 2/2 [==============================] - 0s 20ms/step >31, 27/693, d1=0.597, d2=0.567 g=1.150 2/2 [==============================] - 0s 21ms/step >31, 28/693, d1=0.565, d2=0.638 g=1.104 2/2 [==============================] - 0s 19ms/step >31, 29/693, d1=0.547, d2=0.621 g=1.166 2/2 [==============================] - 0s 19ms/step >31, 30/693, d1=0.607, d2=0.716 g=1.153 2/2 [==============================] - 0s 20ms/step >31, 31/693, d1=0.562, d2=0.561 g=1.197 2/2 [==============================] - 0s 20ms/step >31, 32/693, d1=0.563, d2=0.550 g=1.163 2/2 [==============================] - 0s 20ms/step >31, 33/693, d1=0.631, d2=0.608 g=1.107 2/2 [==============================] - 0s 18ms/step >31, 34/693, d1=0.568, d2=0.656 g=1.300 2/2 [==============================] - 0s 19ms/step >31, 35/693, d1=0.589, d2=0.535 g=1.127 2/2 [==============================] - 0s 20ms/step >31, 36/693, d1=0.622, d2=0.536 g=1.111 2/2 [==============================] - 0s 18ms/step >31, 37/693, d1=0.608, d2=0.603 g=1.153 2/2 [==============================] - 0s 20ms/step >31, 38/693, d1=0.561, d2=0.521 g=1.226 2/2 [==============================] - 0s 18ms/step >31, 39/693, d1=0.553, d2=0.631 g=1.159 2/2 [==============================] - 0s 20ms/step >31, 40/693, d1=0.577, d2=0.596 g=1.132 2/2 [==============================] - 0s 20ms/step >31, 41/693, d1=0.576, d2=0.612 g=1.154 2/2 [==============================] - 0s 20ms/step >31, 42/693, d1=0.546, d2=0.583 g=1.182 2/2 [==============================] - 0s 18ms/step >31, 43/693, d1=0.564, d2=0.558 g=1.235 2/2 [==============================] - 0s 19ms/step >31, 44/693, d1=0.569, d2=0.553 g=1.228 2/2 [==============================] - 0s 20ms/step >31, 45/693, d1=0.743, d2=0.578 g=1.204 2/2 [==============================] - 0s 19ms/step >31, 46/693, d1=0.547, d2=0.440 g=1.204 2/2 [==============================] - 0s 19ms/step >31, 47/693, d1=0.615, d2=0.568 g=1.163 2/2 [==============================] - 0s 19ms/step >31, 48/693, d1=0.422, d2=0.605 g=1.120 2/2 [==============================] - 0s 20ms/step >31, 49/693, d1=0.685, d2=0.632 g=1.145 2/2 [==============================] - 0s 20ms/step >31, 50/693, d1=0.521, d2=0.543 g=1.124 2/2 [==============================] - 0s 20ms/step >31, 51/693, d1=0.621, d2=0.649 g=1.207 2/2 [==============================] - 0s 19ms/step >31, 52/693, d1=0.608, d2=0.536 g=1.119 2/2 [==============================] - 0s 17ms/step >31, 53/693, d1=0.533, d2=0.719 g=1.092 2/2 [==============================] - 0s 20ms/step >31, 54/693, d1=0.424, d2=0.681 g=1.312 2/2 [==============================] - 0s 18ms/step >31, 55/693, d1=0.660, d2=0.550 g=1.293 2/2 [==============================] - 0s 18ms/step >31, 56/693, d1=0.606, d2=0.536 g=1.299 2/2 [==============================] - 0s 19ms/step >31, 57/693, d1=0.644, d2=0.484 g=1.352 2/2 [==============================] - 0s 18ms/step >31, 58/693, d1=0.639, d2=0.566 g=1.159 2/2 [==============================] - 0s 19ms/step >31, 59/693, d1=0.567, d2=0.656 g=1.254 2/2 [==============================] - 0s 20ms/step >31, 60/693, d1=0.540, d2=0.542 g=1.060 2/2 [==============================] - 0s 20ms/step >31, 61/693, d1=0.532, d2=0.649 g=1.275 2/2 [==============================] - 0s 18ms/step >31, 62/693, d1=0.651, d2=0.652 g=1.175 2/2 [==============================] - 0s 18ms/step >31, 63/693, d1=0.701, d2=0.562 g=1.297 2/2 [==============================] - 0s 18ms/step >31, 64/693, d1=0.610, d2=0.524 g=1.123 2/2 [==============================] - 0s 18ms/step >31, 65/693, d1=0.466, d2=0.613 g=1.245 2/2 [==============================] - 0s 18ms/step >31, 66/693, d1=0.474, d2=0.517 g=1.251 2/2 [==============================] - 0s 17ms/step >31, 67/693, d1=0.666, d2=0.527 g=1.243 2/2 [==============================] - 0s 17ms/step >31, 68/693, d1=0.716, d2=0.620 g=1.042 2/2 [==============================] - 0s 18ms/step >31, 69/693, d1=0.546, d2=0.600 g=1.124 2/2 [==============================] - 0s 17ms/step >31, 70/693, d1=0.513, d2=0.489 g=1.189 2/2 [==============================] - 0s 17ms/step >31, 71/693, d1=0.538, d2=0.604 g=1.099 2/2 [==============================] - 0s 18ms/step >31, 72/693, d1=0.607, d2=0.544 g=1.061 2/2 [==============================] - 0s 15ms/step >31, 73/693, d1=0.585, d2=0.618 g=1.156 2/2 [==============================] - 0s 19ms/step >31, 74/693, d1=0.567, d2=0.560 g=1.053 2/2 [==============================] - 0s 18ms/step >31, 75/693, d1=0.618, d2=0.712 g=1.049 2/2 [==============================] - 0s 19ms/step >31, 76/693, d1=0.556, d2=0.525 g=1.095 2/2 [==============================] - 0s 17ms/step >31, 77/693, d1=0.530, d2=0.725 g=1.202 2/2 [==============================] - 0s 16ms/step >31, 78/693, d1=0.573, d2=0.445 g=1.194 2/2 [==============================] - 0s 17ms/step >31, 79/693, d1=0.594, d2=0.482 g=1.228 2/2 [==============================] - 0s 16ms/step >31, 80/693, d1=0.616, d2=0.615 g=1.119 2/2 [==============================] - 0s 18ms/step >31, 81/693, d1=0.553, d2=0.688 g=1.164 2/2 [==============================] - 0s 17ms/step >31, 82/693, d1=0.690, d2=0.540 g=1.144 2/2 [==============================] - 0s 19ms/step >31, 83/693, d1=0.537, d2=0.507 g=1.137 2/2 [==============================] - 0s 17ms/step >31, 84/693, d1=0.587, d2=0.569 g=1.129 2/2 [==============================] - 0s 18ms/step >31, 85/693, d1=0.513, d2=0.606 g=1.203 2/2 [==============================] - 0s 17ms/step >31, 86/693, d1=0.617, d2=0.686 g=1.041 2/2 [==============================] - 0s 18ms/step >31, 87/693, d1=0.633, d2=0.554 g=1.145 2/2 [==============================] - 0s 17ms/step >31, 88/693, d1=0.682, d2=0.513 g=1.134 2/2 [==============================] - 0s 18ms/step >31, 89/693, d1=0.483, d2=0.616 g=1.065 2/2 [==============================] - 0s 17ms/step >31, 90/693, d1=0.599, d2=0.701 g=1.151 2/2 [==============================] - 0s 20ms/step >31, 91/693, d1=0.553, d2=0.620 g=1.269 2/2 [==============================] - 0s 17ms/step >31, 92/693, d1=0.555, d2=0.500 g=1.129 2/2 [==============================] - 0s 18ms/step >31, 93/693, d1=0.622, d2=0.617 g=1.245 2/2 [==============================] - 0s 17ms/step >31, 94/693, d1=0.542, d2=0.546 g=1.200 2/2 [==============================] - 0s 16ms/step >31, 95/693, d1=0.591, d2=0.573 g=1.193 2/2 [==============================] - 0s 16ms/step >31, 96/693, d1=0.581, d2=0.584 g=1.141 2/2 [==============================] - 0s 17ms/step >31, 97/693, d1=0.581, d2=0.610 g=1.072 2/2 [==============================] - 0s 17ms/step >31, 98/693, d1=0.570, d2=0.559 g=1.266 2/2 [==============================] - 0s 17ms/step >31, 99/693, d1=0.694, d2=0.516 g=1.148 2/2 [==============================] - 0s 18ms/step >31, 100/693, d1=0.584, d2=0.667 g=1.286 2/2 [==============================] - 0s 19ms/step >31, 101/693, d1=0.594, d2=0.492 g=1.246 2/2 [==============================] - 0s 19ms/step >31, 102/693, d1=0.634, d2=0.616 g=1.164 2/2 [==============================] - 0s 18ms/step >31, 103/693, d1=0.556, d2=0.539 g=1.097 2/2 [==============================] - 0s 20ms/step >31, 104/693, d1=0.475, d2=0.593 g=1.239 2/2 [==============================] - 0s 20ms/step >31, 105/693, d1=0.550, d2=0.499 g=1.207 2/2 [==============================] - 0s 20ms/step >31, 106/693, d1=0.538, d2=0.522 g=1.536 2/2 [==============================] - 0s 21ms/step >31, 107/693, d1=0.682, d2=0.482 g=1.212 2/2 [==============================] - 0s 21ms/step >31, 108/693, d1=0.645, d2=0.600 g=1.133 2/2 [==============================] - 0s 19ms/step >31, 109/693, d1=0.740, d2=0.652 g=1.097 2/2 [==============================] - 0s 21ms/step >31, 110/693, d1=0.539, d2=0.683 g=1.112 2/2 [==============================] - 0s 19ms/step >31, 111/693, d1=0.469, d2=0.639 g=1.023 2/2 [==============================] - 0s 20ms/step >31, 112/693, d1=0.565, d2=0.571 g=1.168 2/2 [==============================] - 0s 20ms/step >31, 113/693, d1=0.502, d2=0.608 g=1.098 2/2 [==============================] - 0s 21ms/step >31, 114/693, d1=0.572, d2=0.555 g=1.124 2/2 [==============================] - 0s 20ms/step >31, 115/693, d1=0.589, d2=0.542 g=1.117 2/2 [==============================] - 0s 20ms/step >31, 116/693, d1=0.579, d2=0.705 g=1.181 2/2 [==============================] - 0s 20ms/step >31, 117/693, d1=0.576, d2=0.591 g=1.226 2/2 [==============================] - 0s 20ms/step >31, 118/693, d1=0.707, d2=0.562 g=1.137 2/2 [==============================] - 0s 19ms/step >31, 119/693, d1=0.616, d2=0.573 g=1.141 2/2 [==============================] - 0s 19ms/step >31, 120/693, d1=0.599, d2=0.641 g=1.196 2/2 [==============================] - 0s 20ms/step >31, 121/693, d1=0.581, d2=0.501 g=1.154 2/2 [==============================] - 0s 20ms/step >31, 122/693, d1=0.650, d2=0.694 g=1.203 2/2 [==============================] - 0s 18ms/step >31, 123/693, d1=0.539, d2=0.501 g=1.179 2/2 [==============================] - 0s 19ms/step >31, 124/693, d1=0.614, d2=0.533 g=1.117 2/2 [==============================] - 0s 20ms/step >31, 125/693, d1=0.531, d2=0.557 g=1.037 2/2 [==============================] - 0s 18ms/step >31, 126/693, d1=0.693, d2=0.560 g=1.158 2/2 [==============================] - 0s 19ms/step >31, 127/693, d1=0.526, d2=0.608 g=1.240 2/2 [==============================] - 0s 18ms/step >31, 128/693, d1=0.544, d2=0.562 g=1.255 2/2 [==============================] - 0s 19ms/step >31, 129/693, d1=0.724, d2=0.623 g=1.229 2/2 [==============================] - 0s 19ms/step >31, 130/693, d1=0.536, d2=0.550 g=1.195 2/2 [==============================] - 0s 16ms/step >31, 131/693, d1=0.551, d2=0.520 g=1.278 2/2 [==============================] - 0s 18ms/step >31, 132/693, d1=0.549, d2=0.589 g=1.186 2/2 [==============================] - 0s 18ms/step >31, 133/693, d1=0.671, d2=0.562 g=1.188 2/2 [==============================] - 0s 19ms/step >31, 134/693, d1=0.574, d2=0.541 g=1.117 2/2 [==============================] - 0s 20ms/step >31, 135/693, d1=0.604, d2=0.649 g=1.210 2/2 [==============================] - 0s 19ms/step >31, 136/693, d1=0.455, d2=0.544 g=1.137 2/2 [==============================] - 0s 20ms/step >31, 137/693, d1=0.573, d2=0.647 g=1.243 2/2 [==============================] - 0s 20ms/step >31, 138/693, d1=0.558, d2=0.590 g=1.281 2/2 [==============================] - 0s 21ms/step >31, 139/693, d1=0.587, d2=0.500 g=1.214 2/2 [==============================] - 0s 18ms/step >31, 140/693, d1=0.587, d2=0.488 g=1.295 2/2 [==============================] - 0s 18ms/step >31, 141/693, d1=0.606, d2=0.543 g=1.170 2/2 [==============================] - 0s 18ms/step >31, 142/693, d1=0.539, d2=0.550 g=1.221 2/2 [==============================] - 0s 19ms/step >31, 143/693, d1=0.597, d2=0.587 g=1.174 2/2 [==============================] - 0s 17ms/step >31, 144/693, d1=0.615, d2=0.491 g=1.118 2/2 [==============================] - 0s 16ms/step >31, 145/693, d1=0.556, d2=0.640 g=1.075 2/2 [==============================] - 0s 19ms/step >31, 146/693, d1=0.552, d2=0.636 g=1.129 2/2 [==============================] - 0s 16ms/step >31, 147/693, d1=0.527, d2=0.511 g=1.097 2/2 [==============================] - 0s 18ms/step >31, 148/693, d1=0.702, d2=0.576 g=1.116 2/2 [==============================] - 0s 17ms/step >31, 149/693, d1=0.577, d2=0.596 g=1.070 2/2 [==============================] - 0s 17ms/step >31, 150/693, d1=0.456, d2=0.618 g=0.964 2/2 [==============================] - 0s 16ms/step >31, 151/693, d1=0.546, d2=0.596 g=1.222 2/2 [==============================] - 0s 17ms/step >31, 152/693, d1=0.725, d2=0.595 g=1.168 2/2 [==============================] - 0s 16ms/step >31, 153/693, d1=0.593, d2=0.537 g=1.136 2/2 [==============================] - 0s 16ms/step >31, 154/693, d1=0.597, d2=0.600 g=1.188 2/2 [==============================] - 0s 17ms/step >31, 155/693, d1=0.668, d2=0.560 g=1.092 2/2 [==============================] - 0s 18ms/step >31, 156/693, d1=0.527, d2=0.607 g=1.118 2/2 [==============================] - 0s 15ms/step >31, 157/693, d1=0.582, d2=0.521 g=1.056 2/2 [==============================] - 0s 16ms/step >31, 158/693, d1=0.579, d2=0.618 g=1.209 2/2 [==============================] - 0s 16ms/step >31, 159/693, d1=0.589, d2=0.561 g=1.095 2/2 [==============================] - 0s 17ms/step >31, 160/693, d1=0.544, d2=0.583 g=1.125 2/2 [==============================] - 0s 18ms/step >31, 161/693, d1=0.588, d2=0.604 g=1.139 2/2 [==============================] - 0s 18ms/step >31, 162/693, d1=0.630, d2=0.608 g=1.084 2/2 [==============================] - 0s 16ms/step >31, 163/693, d1=0.524, d2=0.497 g=1.100 2/2 [==============================] - 0s 17ms/step >31, 164/693, d1=0.676, d2=0.548 g=1.112 2/2 [==============================] - 0s 17ms/step >31, 165/693, d1=0.523, d2=0.589 g=1.169 2/2 [==============================] - 0s 19ms/step >31, 166/693, d1=0.546, d2=0.543 g=1.206 2/2 [==============================] - 0s 18ms/step >31, 167/693, d1=0.624, d2=0.660 g=1.130 2/2 [==============================] - 0s 16ms/step >31, 168/693, d1=0.573, d2=0.600 g=1.160 2/2 [==============================] - 0s 17ms/step >31, 169/693, d1=0.665, d2=0.538 g=1.115 2/2 [==============================] - 0s 17ms/step >31, 170/693, d1=0.553, d2=0.562 g=1.090 2/2 [==============================] - 0s 16ms/step >31, 171/693, d1=0.743, d2=0.629 g=1.029 2/2 [==============================] - 0s 17ms/step >31, 172/693, d1=0.634, d2=0.654 g=1.100 2/2 [==============================] - 0s 17ms/step >31, 173/693, d1=0.544, d2=0.540 g=1.235 2/2 [==============================] - 0s 17ms/step >31, 174/693, d1=0.594, d2=0.535 g=1.140 2/2 [==============================] - 0s 17ms/step >31, 175/693, d1=0.564, d2=0.599 g=1.152 2/2 [==============================] - 0s 17ms/step >31, 176/693, d1=0.535, d2=0.563 g=1.013 2/2 [==============================] - 0s 17ms/step >31, 177/693, d1=0.423, d2=0.698 g=1.146 2/2 [==============================] - 0s 18ms/step >31, 178/693, d1=0.492, d2=0.504 g=1.223 2/2 [==============================] - 0s 17ms/step >31, 179/693, d1=0.623, d2=0.590 g=1.193 2/2 [==============================] - 0s 16ms/step >31, 180/693, d1=0.661, d2=0.525 g=1.239 2/2 [==============================] - 0s 18ms/step >31, 181/693, d1=0.569, d2=0.526 g=1.293 2/2 [==============================] - 0s 17ms/step >31, 182/693, d1=0.533, d2=0.523 g=1.176 2/2 [==============================] - 0s 17ms/step >31, 183/693, d1=0.599, d2=0.538 g=1.131 2/2 [==============================] - 0s 18ms/step >31, 184/693, d1=0.574, d2=0.553 g=1.169 2/2 [==============================] - 0s 16ms/step >31, 185/693, d1=0.570, d2=0.704 g=1.168 2/2 [==============================] - 0s 16ms/step >31, 186/693, d1=0.589, d2=0.591 g=1.275 2/2 [==============================] - 0s 16ms/step >31, 187/693, d1=0.598, d2=0.584 g=1.156 2/2 [==============================] - 0s 16ms/step >31, 188/693, d1=0.605, d2=0.505 g=1.171 2/2 [==============================] - 0s 17ms/step >31, 189/693, d1=0.645, d2=0.617 g=1.171 2/2 [==============================] - 0s 18ms/step >31, 190/693, d1=0.699, d2=0.617 g=1.138 2/2 [==============================] - 0s 17ms/step >31, 191/693, d1=0.577, d2=0.543 g=1.149 2/2 [==============================] - 0s 15ms/step >31, 192/693, d1=0.681, d2=0.551 g=1.176 2/2 [==============================] - 0s 16ms/step >31, 193/693, d1=0.545, d2=0.543 g=1.122 2/2 [==============================] - 0s 21ms/step >31, 194/693, d1=0.540, d2=0.651 g=1.210 2/2 [==============================] - 0s 16ms/step >31, 195/693, d1=0.615, d2=0.535 g=1.170 2/2 [==============================] - 0s 17ms/step >31, 196/693, d1=0.591, d2=0.587 g=1.120 2/2 [==============================] - 0s 17ms/step >31, 197/693, d1=0.564, d2=0.568 g=1.140 2/2 [==============================] - 0s 17ms/step >31, 198/693, d1=0.630, d2=0.626 g=1.115 2/2 [==============================] - 0s 17ms/step >31, 199/693, d1=0.540, d2=0.587 g=1.195 2/2 [==============================] - 0s 16ms/step >31, 200/693, d1=0.634, d2=0.484 g=1.258 2/2 [==============================] - 0s 17ms/step >31, 201/693, d1=0.573, d2=0.547 g=1.194 2/2 [==============================] - 0s 19ms/step >31, 202/693, d1=0.568, d2=0.568 g=1.175 2/2 [==============================] - 0s 19ms/step >31, 203/693, d1=0.646, d2=0.678 g=1.230 2/2 [==============================] - 0s 18ms/step >31, 204/693, d1=0.590, d2=0.536 g=1.207 2/2 [==============================] - 0s 18ms/step >31, 205/693, d1=0.608, d2=0.518 g=1.069 2/2 [==============================] - 0s 20ms/step >31, 206/693, d1=0.539, d2=0.617 g=1.076 2/2 [==============================] - 0s 21ms/step >31, 207/693, d1=0.453, d2=0.560 g=1.193 2/2 [==============================] - 0s 20ms/step >31, 208/693, d1=0.614, d2=0.694 g=1.152 2/2 [==============================] - 0s 20ms/step >31, 209/693, d1=0.678, d2=0.522 g=1.236 2/2 [==============================] - 0s 20ms/step >31, 210/693, d1=0.682, d2=0.514 g=1.119 2/2 [==============================] - 0s 21ms/step >31, 211/693, d1=0.568, d2=0.567 g=1.134 2/2 [==============================] - 0s 19ms/step >31, 212/693, d1=0.485, d2=0.594 g=1.021 2/2 [==============================] - 0s 19ms/step >31, 213/693, d1=0.530, d2=0.644 g=1.115 2/2 [==============================] - 0s 19ms/step >31, 214/693, d1=0.584, d2=0.496 g=1.200 2/2 [==============================] - 0s 20ms/step >31, 215/693, d1=0.491, d2=0.509 g=1.188 2/2 [==============================] - 0s 20ms/step >31, 216/693, d1=0.638, d2=0.476 g=1.183 2/2 [==============================] - 0s 20ms/step >31, 217/693, d1=0.546, d2=0.617 g=1.162 2/2 [==============================] - 0s 22ms/step >31, 218/693, d1=0.497, d2=0.648 g=1.172 2/2 [==============================] - 0s 17ms/step >31, 219/693, d1=0.586, d2=0.621 g=1.358 2/2 [==============================] - 0s 16ms/step >31, 220/693, d1=0.600, d2=0.571 g=1.310 2/2 [==============================] - 0s 17ms/step >31, 221/693, d1=0.648, d2=0.423 g=1.331 2/2 [==============================] - 0s 18ms/step >31, 222/693, d1=0.600, d2=0.522 g=1.142 2/2 [==============================] - 0s 19ms/step >31, 223/693, d1=0.445, d2=0.626 g=1.086 2/2 [==============================] - 0s 20ms/step >31, 224/693, d1=0.514, d2=0.707 g=1.240 2/2 [==============================] - 0s 18ms/step >31, 225/693, d1=0.639, d2=0.473 g=1.174 2/2 [==============================] - 0s 22ms/step >31, 226/693, d1=0.595, d2=0.636 g=1.246 2/2 [==============================] - 0s 19ms/step >31, 227/693, d1=0.508, d2=0.565 g=1.156 2/2 [==============================] - 0s 21ms/step >31, 228/693, d1=0.583, d2=0.569 g=1.355 2/2 [==============================] - 0s 21ms/step >31, 229/693, d1=0.563, d2=0.540 g=1.375 2/2 [==============================] - 0s 16ms/step >31, 230/693, d1=0.575, d2=0.504 g=1.195 2/2 [==============================] - 0s 19ms/step >31, 231/693, d1=0.581, d2=0.519 g=1.179 2/2 [==============================] - 0s 19ms/step >31, 232/693, d1=0.570, d2=0.563 g=1.173 2/2 [==============================] - 0s 20ms/step >31, 233/693, d1=0.611, d2=0.591 g=1.099 2/2 [==============================] - 0s 19ms/step >31, 234/693, d1=0.505, d2=0.548 g=1.156 2/2 [==============================] - 0s 19ms/step >31, 235/693, d1=0.615, d2=0.581 g=1.161 2/2 [==============================] - 0s 21ms/step >31, 236/693, d1=0.622, d2=0.558 g=1.045 2/2 [==============================] - 0s 18ms/step >31, 237/693, d1=0.561, d2=0.521 g=1.131 2/2 [==============================] - 0s 18ms/step >31, 238/693, d1=0.491, d2=0.656 g=1.104 2/2 [==============================] - 0s 20ms/step >31, 239/693, d1=0.593, d2=0.514 g=1.290 2/2 [==============================] - 0s 21ms/step >31, 240/693, d1=0.637, d2=0.575 g=1.201 2/2 [==============================] - 0s 20ms/step >31, 241/693, d1=0.598, d2=0.577 g=1.125 2/2 [==============================] - 0s 20ms/step >31, 242/693, d1=0.492, d2=0.583 g=1.310 2/2 [==============================] - 0s 19ms/step >31, 243/693, d1=0.553, d2=0.569 g=1.318 2/2 [==============================] - 0s 17ms/step >31, 244/693, d1=0.645, d2=0.607 g=1.279 2/2 [==============================] - 0s 17ms/step >31, 245/693, d1=0.581, d2=0.544 g=1.256 2/2 [==============================] - 0s 19ms/step >31, 246/693, d1=0.608, d2=0.626 g=1.127 2/2 [==============================] - 0s 17ms/step >31, 247/693, d1=0.578, d2=0.620 g=1.210 2/2 [==============================] - 0s 17ms/step >31, 248/693, d1=0.514, d2=0.528 g=1.222 2/2 [==============================] - 0s 20ms/step >31, 249/693, d1=0.589, d2=0.559 g=1.323 2/2 [==============================] - 0s 18ms/step >31, 250/693, d1=0.512, d2=0.523 g=1.348 2/2 [==============================] - 0s 19ms/step >31, 251/693, d1=0.583, d2=0.543 g=1.267 2/2 [==============================] - 0s 20ms/step >31, 252/693, d1=0.551, d2=0.567 g=1.151 2/2 [==============================] - 0s 17ms/step >31, 253/693, d1=0.654, d2=0.592 g=1.216 2/2 [==============================] - 0s 19ms/step >31, 254/693, d1=0.734, d2=0.605 g=1.194 2/2 [==============================] - 0s 18ms/step >31, 255/693, d1=0.684, d2=0.538 g=1.178 2/2 [==============================] - 0s 17ms/step >31, 256/693, d1=0.462, d2=0.569 g=1.134 2/2 [==============================] - 0s 16ms/step >31, 257/693, d1=0.633, d2=0.679 g=1.348 2/2 [==============================] - 0s 16ms/step >31, 258/693, d1=0.571, d2=0.399 g=1.423 2/2 [==============================] - 0s 16ms/step >31, 259/693, d1=0.713, d2=0.431 g=1.350 2/2 [==============================] - 0s 17ms/step >31, 260/693, d1=0.514, d2=0.439 g=1.344 2/2 [==============================] - 0s 17ms/step >31, 261/693, d1=0.514, d2=0.657 g=1.112 2/2 [==============================] - 0s 18ms/step >31, 262/693, d1=0.473, d2=0.794 g=1.130 2/2 [==============================] - 0s 17ms/step >31, 263/693, d1=0.554, d2=0.477 g=1.386 2/2 [==============================] - 0s 17ms/step >31, 264/693, d1=0.717, d2=0.467 g=1.280 2/2 [==============================] - 0s 17ms/step >31, 265/693, d1=0.501, d2=0.471 g=1.283 2/2 [==============================] - 0s 17ms/step >31, 266/693, d1=0.521, d2=0.500 g=1.215 2/2 [==============================] - 0s 18ms/step >31, 267/693, d1=0.570, d2=0.647 g=1.150 2/2 [==============================] - 0s 16ms/step >31, 268/693, d1=0.484, d2=0.573 g=1.107 2/2 [==============================] - 0s 16ms/step >31, 269/693, d1=0.556, d2=0.551 g=1.120 2/2 [==============================] - 0s 18ms/step >31, 270/693, d1=0.496, d2=0.558 g=1.143 2/2 [==============================] - 0s 17ms/step >31, 271/693, d1=0.608, d2=0.624 g=1.189 2/2 [==============================] - 0s 17ms/step >31, 272/693, d1=0.549, d2=0.551 g=1.060 2/2 [==============================] - 0s 17ms/step >31, 273/693, d1=0.547, d2=0.564 g=1.288 2/2 [==============================] - 0s 18ms/step >31, 274/693, d1=0.485, d2=0.558 g=1.280 2/2 [==============================] - 0s 17ms/step >31, 275/693, d1=0.685, d2=0.497 g=1.345 2/2 [==============================] - 0s 17ms/step >31, 276/693, d1=0.589, d2=0.530 g=1.189 2/2 [==============================] - 0s 16ms/step >31, 277/693, d1=0.567, d2=0.626 g=1.146 2/2 [==============================] - 0s 20ms/step >31, 278/693, d1=0.555, d2=0.540 g=1.122 2/2 [==============================] - 0s 19ms/step >31, 279/693, d1=0.635, d2=0.592 g=1.093 2/2 [==============================] - 0s 17ms/step >31, 280/693, d1=0.595, d2=0.569 g=1.135 2/2 [==============================] - 0s 20ms/step >31, 281/693, d1=0.585, d2=0.567 g=1.049 2/2 [==============================] - 0s 19ms/step >31, 282/693, d1=0.566, d2=0.702 g=1.148 2/2 [==============================] - 0s 20ms/step >31, 283/693, d1=0.614, d2=0.519 g=1.183 2/2 [==============================] - 0s 19ms/step >31, 284/693, d1=0.605, d2=0.503 g=1.096 2/2 [==============================] - 0s 20ms/step >31, 285/693, d1=0.510, d2=0.555 g=1.027 2/2 [==============================] - 0s 20ms/step >31, 286/693, d1=0.583, d2=0.663 g=1.127 2/2 [==============================] - 0s 19ms/step >31, 287/693, d1=0.500, d2=0.635 g=1.125 2/2 [==============================] - 0s 17ms/step >31, 288/693, d1=0.592, d2=0.556 g=1.061 2/2 [==============================] - 0s 20ms/step >31, 289/693, d1=0.559, d2=0.544 g=1.050 2/2 [==============================] - 0s 21ms/step >31, 290/693, d1=0.572, d2=0.656 g=1.225 2/2 [==============================] - 0s 20ms/step >31, 291/693, d1=0.521, d2=0.523 g=1.190 2/2 [==============================] - 0s 19ms/step >31, 292/693, d1=0.708, d2=0.586 g=1.055 2/2 [==============================] - 0s 20ms/step >31, 293/693, d1=0.586, d2=0.551 g=1.093 2/2 [==============================] - 0s 21ms/step >31, 294/693, d1=0.537, d2=0.647 g=1.158 2/2 [==============================] - 0s 21ms/step >31, 295/693, d1=0.646, d2=0.637 g=1.224 2/2 [==============================] - 0s 20ms/step >31, 296/693, d1=0.670, d2=0.599 g=1.124 2/2 [==============================] - 0s 20ms/step >31, 297/693, d1=0.556, d2=0.542 g=1.128 2/2 [==============================] - 0s 20ms/step >31, 298/693, d1=0.733, d2=0.594 g=1.111 2/2 [==============================] - 0s 20ms/step >31, 299/693, d1=0.710, d2=0.532 g=1.020 2/2 [==============================] - 0s 19ms/step >31, 300/693, d1=0.501, d2=0.677 g=1.088 2/2 [==============================] - 0s 20ms/step >31, 301/693, d1=0.547, d2=0.517 g=1.193 2/2 [==============================] - 0s 20ms/step >31, 302/693, d1=0.541, d2=0.596 g=1.137 2/2 [==============================] - 0s 19ms/step >31, 303/693, d1=0.499, d2=0.587 g=1.103 2/2 [==============================] - 0s 20ms/step >31, 304/693, d1=0.627, d2=0.586 g=1.163 2/2 [==============================] - 0s 20ms/step >31, 305/693, d1=0.613, d2=0.646 g=1.172 2/2 [==============================] - 0s 20ms/step >31, 306/693, d1=0.564, d2=0.521 g=1.110 2/2 [==============================] - 0s 19ms/step >31, 307/693, d1=0.522, d2=0.542 g=1.234 2/2 [==============================] - 0s 19ms/step >31, 308/693, d1=0.502, d2=0.521 g=1.161 2/2 [==============================] - 0s 19ms/step >31, 309/693, d1=0.522, d2=0.527 g=1.228 2/2 [==============================] - 0s 20ms/step >31, 310/693, d1=0.551, d2=0.506 g=1.220 2/2 [==============================] - 0s 19ms/step >31, 311/693, d1=0.634, d2=0.650 g=1.276 2/2 [==============================] - 0s 20ms/step >31, 312/693, d1=0.642, d2=0.530 g=1.266 2/2 [==============================] - 0s 20ms/step >31, 313/693, d1=0.638, d2=0.520 g=1.177 2/2 [==============================] - 0s 19ms/step >31, 314/693, d1=0.564, d2=0.603 g=0.970 2/2 [==============================] - 0s 20ms/step >31, 315/693, d1=0.580, d2=0.501 g=1.085 2/2 [==============================] - 0s 17ms/step >31, 316/693, d1=0.446, d2=0.638 g=1.105 2/2 [==============================] - 0s 19ms/step >31, 317/693, d1=0.588, d2=0.506 g=1.206 2/2 [==============================] - 0s 20ms/step >31, 318/693, d1=0.553, d2=0.560 g=1.172 2/2 [==============================] - 0s 19ms/step >31, 319/693, d1=0.489, d2=0.529 g=1.152 2/2 [==============================] - 0s 18ms/step >31, 320/693, d1=0.536, d2=0.523 g=1.286 2/2 [==============================] - 0s 20ms/step >31, 321/693, d1=0.613, d2=0.594 g=1.353 2/2 [==============================] - 0s 18ms/step >31, 322/693, d1=0.656, d2=0.549 g=1.174 2/2 [==============================] - 0s 18ms/step >31, 323/693, d1=0.605, d2=0.579 g=1.320 2/2 [==============================] - 0s 18ms/step >31, 324/693, d1=0.561, d2=0.476 g=1.130 2/2 [==============================] - 0s 16ms/step >31, 325/693, d1=0.529, d2=0.576 g=1.165 2/2 [==============================] - 0s 17ms/step >31, 326/693, d1=0.505, d2=0.496 g=1.209 2/2 [==============================] - 0s 17ms/step >31, 327/693, d1=0.633, d2=0.648 g=1.080 2/2 [==============================] - 0s 19ms/step >31, 328/693, d1=0.544, d2=0.644 g=1.227 2/2 [==============================] - 0s 17ms/step >31, 329/693, d1=0.553, d2=0.628 g=1.212 2/2 [==============================] - 0s 19ms/step >31, 330/693, d1=0.656, d2=0.533 g=1.092 2/2 [==============================] - 0s 18ms/step >31, 331/693, d1=0.623, d2=0.548 g=1.186 2/2 [==============================] - 0s 17ms/step >31, 332/693, d1=0.458, d2=0.553 g=1.230 2/2 [==============================] - 0s 18ms/step >31, 333/693, d1=0.606, d2=0.481 g=1.216 2/2 [==============================] - 0s 16ms/step >31, 334/693, d1=0.709, d2=0.592 g=1.171 2/2 [==============================] - 0s 16ms/step >31, 335/693, d1=0.496, d2=0.703 g=1.138 2/2 [==============================] - 0s 16ms/step >31, 336/693, d1=0.596, d2=0.574 g=1.262 2/2 [==============================] - 0s 16ms/step >31, 337/693, d1=0.610, d2=0.539 g=1.153 2/2 [==============================] - 0s 16ms/step >31, 338/693, d1=0.537, d2=0.555 g=1.055 2/2 [==============================] - 0s 17ms/step >31, 339/693, d1=0.532, d2=0.552 g=1.145 2/2 [==============================] - 0s 16ms/step >31, 340/693, d1=0.662, d2=0.607 g=1.105 2/2 [==============================] - 0s 18ms/step >31, 341/693, d1=0.607, d2=0.549 g=1.253 2/2 [==============================] - 0s 16ms/step >31, 342/693, d1=0.691, d2=0.543 g=1.142 2/2 [==============================] - 0s 18ms/step >31, 343/693, d1=0.591, d2=0.691 g=1.211 2/2 [==============================] - 0s 16ms/step >31, 344/693, d1=0.590, d2=0.597 g=1.098 2/2 [==============================] - 0s 19ms/step >31, 345/693, d1=0.565, d2=0.507 g=1.097 2/2 [==============================] - 0s 16ms/step >31, 346/693, d1=0.574, d2=0.629 g=1.104 2/2 [==============================] - 0s 17ms/step >31, 347/693, d1=0.665, d2=0.658 g=1.127 2/2 [==============================] - 0s 18ms/step >31, 348/693, d1=0.475, d2=0.591 g=1.176 2/2 [==============================] - 0s 20ms/step >31, 349/693, d1=0.544, d2=0.541 g=1.217 2/2 [==============================] - 0s 20ms/step >31, 350/693, d1=0.670, d2=0.526 g=1.031 2/2 [==============================] - 0s 19ms/step >31, 351/693, d1=0.620, d2=0.604 g=1.091 2/2 [==============================] - 0s 17ms/step >31, 352/693, d1=0.616, d2=0.540 g=1.082 2/2 [==============================] - 0s 21ms/step >31, 353/693, d1=0.534, d2=0.626 g=1.187 2/2 [==============================] - 0s 17ms/step >31, 354/693, d1=0.555, d2=0.591 g=1.109 2/2 [==============================] - 0s 17ms/step >31, 355/693, d1=0.514, d2=0.486 g=1.222 2/2 [==============================] - 0s 16ms/step >31, 356/693, d1=0.605, d2=0.557 g=1.149 2/2 [==============================] - 0s 17ms/step >31, 357/693, d1=0.597, d2=0.617 g=1.164 2/2 [==============================] - 0s 17ms/step >31, 358/693, d1=0.551, d2=0.598 g=1.155 2/2 [==============================] - 0s 17ms/step >31, 359/693, d1=0.563, d2=0.497 g=1.147 2/2 [==============================] - 0s 17ms/step >31, 360/693, d1=0.614, d2=0.490 g=1.212 2/2 [==============================] - 0s 17ms/step >31, 361/693, d1=0.567, d2=0.530 g=1.322 2/2 [==============================] - 0s 18ms/step >31, 362/693, d1=0.666, d2=0.464 g=1.273 2/2 [==============================] - 0s 19ms/step >31, 363/693, d1=0.540, d2=0.425 g=1.117 2/2 [==============================] - 0s 19ms/step >31, 364/693, d1=0.515, d2=0.580 g=1.209 2/2 [==============================] - 0s 17ms/step >31, 365/693, d1=0.501, d2=0.541 g=1.284 2/2 [==============================] - 0s 17ms/step >31, 366/693, d1=0.558, d2=0.560 g=1.188 2/2 [==============================] - 0s 17ms/step >31, 367/693, d1=0.609, d2=0.502 g=1.199 2/2 [==============================] - 0s 18ms/step >31, 368/693, d1=0.696, d2=0.567 g=1.178 2/2 [==============================] - 0s 16ms/step >31, 369/693, d1=0.575, d2=0.585 g=1.138 2/2 [==============================] - 0s 15ms/step >31, 370/693, d1=0.505, d2=0.598 g=1.135 2/2 [==============================] - 0s 16ms/step >31, 371/693, d1=0.488, d2=0.659 g=1.230 2/2 [==============================] - 0s 17ms/step >31, 372/693, d1=0.656, d2=0.587 g=1.182 2/2 [==============================] - 0s 16ms/step >31, 373/693, d1=0.536, d2=0.558 g=1.235 2/2 [==============================] - 0s 17ms/step >31, 374/693, d1=0.549, d2=0.476 g=1.201 2/2 [==============================] - 0s 16ms/step >31, 375/693, d1=0.629, d2=0.539 g=1.194 2/2 [==============================] - 0s 16ms/step >31, 376/693, d1=0.523, d2=0.574 g=1.305 2/2 [==============================] - 0s 16ms/step >31, 377/693, d1=0.593, d2=0.523 g=1.231 2/2 [==============================] - 0s 15ms/step >31, 378/693, d1=0.572, d2=0.498 g=1.245 2/2 [==============================] - 0s 17ms/step >31, 379/693, d1=0.520, d2=0.541 g=1.414 2/2 [==============================] - 0s 16ms/step >31, 380/693, d1=0.641, d2=0.513 g=1.253 2/2 [==============================] - 0s 17ms/step >31, 381/693, d1=0.573, d2=0.557 g=1.217 2/2 [==============================] - 0s 17ms/step >31, 382/693, d1=0.544, d2=0.507 g=1.191 2/2 [==============================] - 0s 17ms/step >31, 383/693, d1=0.507, d2=0.666 g=1.184 2/2 [==============================] - 0s 16ms/step >31, 384/693, d1=0.582, d2=0.610 g=1.334 2/2 [==============================] - 0s 17ms/step >31, 385/693, d1=0.614, d2=0.543 g=1.332 2/2 [==============================] - 0s 16ms/step >31, 386/693, d1=0.598, d2=0.525 g=1.133 2/2 [==============================] - 0s 17ms/step >31, 387/693, d1=0.564, d2=0.551 g=1.050 2/2 [==============================] - 0s 19ms/step >31, 388/693, d1=0.526, d2=0.578 g=1.100 2/2 [==============================] - 0s 17ms/step >31, 389/693, d1=0.531, d2=0.578 g=1.152 2/2 [==============================] - 0s 18ms/step >31, 390/693, d1=0.537, d2=0.532 g=1.179 2/2 [==============================] - 0s 16ms/step >31, 391/693, d1=0.539, d2=0.588 g=1.177 2/2 [==============================] - 0s 17ms/step >31, 392/693, d1=0.579, d2=0.490 g=1.187 2/2 [==============================] - 0s 17ms/step >31, 393/693, d1=0.666, d2=0.534 g=1.034 2/2 [==============================] - 0s 17ms/step >31, 394/693, d1=0.479, d2=0.599 g=1.141 2/2 [==============================] - 0s 16ms/step >31, 395/693, d1=0.625, d2=0.528 g=1.164 2/2 [==============================] - 0s 16ms/step >31, 396/693, d1=0.569, d2=0.552 g=1.171 2/2 [==============================] - 0s 16ms/step >31, 397/693, d1=0.566, d2=0.551 g=1.117 2/2 [==============================] - 0s 17ms/step >31, 398/693, d1=0.648, d2=0.741 g=1.205 2/2 [==============================] - 0s 17ms/step >31, 399/693, d1=0.590, d2=0.484 g=1.199 2/2 [==============================] - 0s 18ms/step >31, 400/693, d1=0.634, d2=0.572 g=1.114 2/2 [==============================] - 0s 17ms/step >31, 401/693, d1=0.514, d2=0.665 g=1.177 2/2 [==============================] - 0s 18ms/step >31, 402/693, d1=0.591, d2=0.513 g=1.082 2/2 [==============================] - 0s 16ms/step >31, 403/693, d1=0.631, d2=0.624 g=1.084 2/2 [==============================] - 0s 18ms/step >31, 404/693, d1=0.580, d2=0.558 g=1.133 2/2 [==============================] - 0s 16ms/step >31, 405/693, d1=0.619, d2=0.622 g=1.126 2/2 [==============================] - 0s 18ms/step >31, 406/693, d1=0.579, d2=0.539 g=1.037 2/2 [==============================] - 0s 17ms/step >31, 407/693, d1=0.579, d2=0.684 g=1.086 2/2 [==============================] - 0s 17ms/step >31, 408/693, d1=0.586, d2=0.632 g=1.293 2/2 [==============================] - 0s 17ms/step >31, 409/693, d1=0.596, d2=0.559 g=1.273 2/2 [==============================] - 0s 18ms/step >31, 410/693, d1=0.728, d2=0.537 g=1.275 2/2 [==============================] - 0s 17ms/step >31, 411/693, d1=0.633, d2=0.572 g=1.135 2/2 [==============================] - 0s 16ms/step >31, 412/693, d1=0.545, d2=0.606 g=1.139 2/2 [==============================] - 0s 17ms/step >31, 413/693, d1=0.430, d2=0.549 g=1.245 2/2 [==============================] - 0s 17ms/step >31, 414/693, d1=0.479, d2=0.560 g=1.308 2/2 [==============================] - 0s 17ms/step >31, 415/693, d1=0.573, d2=0.509 g=1.201 2/2 [==============================] - 0s 17ms/step >31, 416/693, d1=0.569, d2=0.512 g=1.200 2/2 [==============================] - 0s 16ms/step >31, 417/693, d1=0.552, d2=0.587 g=1.185 2/2 [==============================] - 0s 17ms/step >31, 418/693, d1=0.525, d2=0.543 g=1.156 2/2 [==============================] - 0s 18ms/step >31, 419/693, d1=0.525, d2=0.542 g=1.076 2/2 [==============================] - 0s 18ms/step >31, 420/693, d1=0.529, d2=0.603 g=1.247 2/2 [==============================] - 0s 16ms/step >31, 421/693, d1=0.621, d2=0.534 g=1.213 2/2 [==============================] - 0s 17ms/step >31, 422/693, d1=0.564, d2=0.546 g=1.180 2/2 [==============================] - 0s 17ms/step >31, 423/693, d1=0.654, d2=0.529 g=1.193 2/2 [==============================] - 0s 18ms/step >31, 424/693, d1=0.558, d2=0.641 g=1.207 2/2 [==============================] - 0s 18ms/step >31, 425/693, d1=0.507, d2=0.580 g=1.223 2/2 [==============================] - 0s 18ms/step >31, 426/693, d1=0.536, d2=0.518 g=1.364 2/2 [==============================] - 0s 17ms/step >31, 427/693, d1=0.627, d2=0.504 g=1.249 2/2 [==============================] - 0s 17ms/step >31, 428/693, d1=0.571, d2=0.502 g=1.188 2/2 [==============================] - 0s 17ms/step >31, 429/693, d1=0.545, d2=0.635 g=1.255 2/2 [==============================] - 0s 17ms/step >31, 430/693, d1=0.597, d2=0.560 g=1.267 2/2 [==============================] - 0s 17ms/step >31, 431/693, d1=0.614, d2=0.521 g=1.064 2/2 [==============================] - 0s 17ms/step >31, 432/693, d1=0.557, d2=0.559 g=1.118 2/2 [==============================] - 0s 17ms/step >31, 433/693, d1=0.607, d2=0.541 g=1.289 2/2 [==============================] - 0s 17ms/step >31, 434/693, d1=0.509, d2=0.622 g=1.083 2/2 [==============================] - 0s 18ms/step >31, 435/693, d1=0.549, d2=0.488 g=1.101 2/2 [==============================] - 0s 16ms/step >31, 436/693, d1=0.666, d2=0.579 g=1.114 2/2 [==============================] - 0s 18ms/step >31, 437/693, d1=0.529, d2=0.725 g=1.118 2/2 [==============================] - 0s 16ms/step >31, 438/693, d1=0.493, d2=0.527 g=1.148 2/2 [==============================] - 0s 16ms/step >31, 439/693, d1=0.600, d2=0.517 g=1.266 2/2 [==============================] - 0s 18ms/step >31, 440/693, d1=0.695, d2=0.584 g=1.183 2/2 [==============================] - 0s 16ms/step >31, 441/693, d1=0.579, d2=0.584 g=1.168 2/2 [==============================] - 0s 17ms/step >31, 442/693, d1=0.553, d2=0.491 g=1.166 2/2 [==============================] - 0s 16ms/step >31, 443/693, d1=0.588, d2=0.490 g=1.149 2/2 [==============================] - 0s 19ms/step >31, 444/693, d1=0.586, d2=0.527 g=1.128 2/2 [==============================] - 0s 17ms/step >31, 445/693, d1=0.587, d2=0.475 g=1.109 2/2 [==============================] - 0s 18ms/step >31, 446/693, d1=0.458, d2=0.554 g=1.142 2/2 [==============================] - 0s 17ms/step >31, 447/693, d1=0.509, d2=0.563 g=1.167 2/2 [==============================] - 0s 17ms/step >31, 448/693, d1=0.514, d2=0.612 g=1.240 2/2 [==============================] - 0s 16ms/step >31, 449/693, d1=0.600, d2=0.521 g=1.179 2/2 [==============================] - 0s 18ms/step >31, 450/693, d1=0.660, d2=0.556 g=1.096 2/2 [==============================] - 0s 17ms/step >31, 451/693, d1=0.524, d2=0.536 g=1.262 2/2 [==============================] - 0s 16ms/step >31, 452/693, d1=0.548, d2=0.658 g=1.129 2/2 [==============================] - 0s 16ms/step >31, 453/693, d1=0.563, d2=0.459 g=1.265 2/2 [==============================] - 0s 16ms/step >31, 454/693, d1=0.561, d2=0.545 g=1.138 2/2 [==============================] - 0s 17ms/step >31, 455/693, d1=0.452, d2=0.523 g=1.229 2/2 [==============================] - 0s 16ms/step >31, 456/693, d1=0.553, d2=0.520 g=1.213 2/2 [==============================] - 0s 18ms/step >31, 457/693, d1=0.610, d2=0.605 g=1.207 2/2 [==============================] - 0s 16ms/step >31, 458/693, d1=0.648, d2=0.530 g=1.196 2/2 [==============================] - 0s 17ms/step >31, 459/693, d1=0.638, d2=0.682 g=1.205 2/2 [==============================] - 0s 16ms/step >31, 460/693, d1=0.615, d2=0.540 g=1.221 2/2 [==============================] - 0s 17ms/step >31, 461/693, d1=0.595, d2=0.551 g=1.163 2/2 [==============================] - 0s 17ms/step >31, 462/693, d1=0.650, d2=0.591 g=1.271 2/2 [==============================] - 0s 17ms/step >31, 463/693, d1=0.624, d2=0.498 g=1.135 2/2 [==============================] - 0s 18ms/step >31, 464/693, d1=0.546, d2=0.604 g=1.366 2/2 [==============================] - 0s 17ms/step >31, 465/693, d1=0.523, d2=0.541 g=1.139 2/2 [==============================] - 0s 17ms/step >31, 466/693, d1=0.541, d2=0.546 g=1.176 2/2 [==============================] - 0s 19ms/step >31, 467/693, d1=0.567, d2=0.583 g=1.309 2/2 [==============================] - 0s 17ms/step >31, 468/693, d1=0.652, d2=0.526 g=1.278 2/2 [==============================] - 0s 17ms/step >31, 469/693, d1=0.587, d2=0.597 g=1.214 2/2 [==============================] - 0s 17ms/step >31, 470/693, d1=0.558, d2=0.526 g=1.225 2/2 [==============================] - 0s 19ms/step >31, 471/693, d1=0.663, d2=0.642 g=1.158 2/2 [==============================] - 0s 17ms/step >31, 472/693, d1=0.653, d2=0.673 g=1.207 2/2 [==============================] - 0s 17ms/step >31, 473/693, d1=0.631, d2=0.557 g=1.071 2/2 [==============================] - 0s 18ms/step >31, 474/693, d1=0.618, d2=0.521 g=1.083 2/2 [==============================] - 0s 19ms/step >31, 475/693, d1=0.530, d2=0.565 g=1.148 2/2 [==============================] - 0s 17ms/step >31, 476/693, d1=0.593, d2=0.617 g=1.135 2/2 [==============================] - 0s 18ms/step >31, 477/693, d1=0.572, d2=0.618 g=1.111 2/2 [==============================] - 0s 17ms/step >31, 478/693, d1=0.578, d2=0.601 g=1.180 2/2 [==============================] - 0s 18ms/step >31, 479/693, d1=0.576, d2=0.589 g=1.307 2/2 [==============================] - 0s 16ms/step >31, 480/693, d1=0.555, d2=0.572 g=1.253 2/2 [==============================] - 0s 18ms/step >31, 481/693, d1=0.691, d2=0.601 g=1.233 2/2 [==============================] - 0s 16ms/step >31, 482/693, d1=0.599, d2=0.609 g=1.159 2/2 [==============================] - 0s 19ms/step >31, 483/693, d1=0.650, d2=0.615 g=1.199 2/2 [==============================] - 0s 19ms/step >31, 484/693, d1=0.576, d2=0.600 g=1.175 2/2 [==============================] - 0s 16ms/step >31, 485/693, d1=0.540, d2=0.600 g=1.239 2/2 [==============================] - 0s 19ms/step >31, 486/693, d1=0.574, d2=0.539 g=1.106 2/2 [==============================] - 0s 18ms/step >31, 487/693, d1=0.549, d2=0.546 g=1.201 2/2 [==============================] - 0s 17ms/step >31, 488/693, d1=0.596, d2=0.579 g=1.198 2/2 [==============================] - 0s 17ms/step >31, 489/693, d1=0.612, d2=0.616 g=1.129 2/2 [==============================] - 0s 16ms/step >31, 490/693, d1=0.617, d2=0.587 g=1.170 2/2 [==============================] - 0s 17ms/step >31, 491/693, d1=0.594, d2=0.581 g=1.224 2/2 [==============================] - 0s 18ms/step >31, 492/693, d1=0.650, d2=0.557 g=1.209 2/2 [==============================] - 0s 19ms/step >31, 493/693, d1=0.683, d2=0.532 g=1.157 2/2 [==============================] - 0s 17ms/step >31, 494/693, d1=0.608, d2=0.562 g=1.110 2/2 [==============================] - 0s 16ms/step >31, 495/693, d1=0.499, d2=0.630 g=1.184 2/2 [==============================] - 0s 18ms/step >31, 496/693, d1=0.536, d2=0.540 g=1.250 2/2 [==============================] - 0s 18ms/step >31, 497/693, d1=0.575, d2=0.537 g=1.275 2/2 [==============================] - 0s 18ms/step >31, 498/693, d1=0.536, d2=0.503 g=1.259 2/2 [==============================] - 0s 18ms/step >31, 499/693, d1=0.611, d2=0.616 g=1.166 2/2 [==============================] - 0s 19ms/step >31, 500/693, d1=0.674, d2=0.501 g=1.162 2/2 [==============================] - 0s 17ms/step >31, 501/693, d1=0.539, d2=0.610 g=1.055 2/2 [==============================] - 0s 19ms/step >31, 502/693, d1=0.545, d2=0.493 g=1.150 2/2 [==============================] - 0s 18ms/step >31, 503/693, d1=0.530, d2=0.685 g=1.145 2/2 [==============================] - 0s 18ms/step >31, 504/693, d1=0.575, d2=0.601 g=1.128 2/2 [==============================] - 0s 18ms/step >31, 505/693, d1=0.544, d2=0.500 g=1.123 2/2 [==============================] - 0s 18ms/step >31, 506/693, d1=0.565, d2=0.527 g=1.125 2/2 [==============================] - 0s 17ms/step >31, 507/693, d1=0.620, d2=0.543 g=1.183 2/2 [==============================] - 0s 18ms/step >31, 508/693, d1=0.536, d2=0.694 g=1.255 2/2 [==============================] - 0s 19ms/step >31, 509/693, d1=0.635, d2=0.588 g=1.253 2/2 [==============================] - 0s 16ms/step >31, 510/693, d1=0.519, d2=0.497 g=1.165 2/2 [==============================] - 0s 17ms/step >31, 511/693, d1=0.623, d2=0.594 g=1.102 2/2 [==============================] - 0s 17ms/step >31, 512/693, d1=0.483, d2=0.552 g=1.181 2/2 [==============================] - 0s 16ms/step >31, 513/693, d1=0.441, d2=0.554 g=1.061 2/2 [==============================] - 0s 19ms/step >31, 514/693, d1=0.502, d2=0.583 g=1.192 2/2 [==============================] - 0s 17ms/step >31, 515/693, d1=0.616, d2=0.569 g=1.152 2/2 [==============================] - 0s 20ms/step >31, 516/693, d1=0.573, d2=0.468 g=1.178 2/2 [==============================] - 0s 18ms/step >31, 517/693, d1=0.535, d2=0.589 g=1.172 2/2 [==============================] - 0s 18ms/step >31, 518/693, d1=0.592, d2=0.608 g=1.203 2/2 [==============================] - 0s 20ms/step >31, 519/693, d1=0.620, d2=0.522 g=1.099 2/2 [==============================] - 0s 20ms/step >31, 520/693, d1=0.518, d2=0.555 g=1.160 2/2 [==============================] - 0s 20ms/step >31, 521/693, d1=0.586, d2=0.499 g=1.361 2/2 [==============================] - 0s 20ms/step >31, 522/693, d1=0.537, d2=0.471 g=1.274 2/2 [==============================] - 0s 20ms/step >31, 523/693, d1=0.591, d2=0.519 g=1.346 2/2 [==============================] - 0s 20ms/step >31, 524/693, d1=0.536, d2=0.565 g=1.034 2/2 [==============================] - 0s 17ms/step >31, 525/693, d1=0.554, d2=0.567 g=1.157 2/2 [==============================] - 0s 21ms/step >31, 526/693, d1=0.449, d2=0.625 g=1.176 2/2 [==============================] - 0s 19ms/step >31, 527/693, d1=0.571, d2=0.511 g=1.188 2/2 [==============================] - 0s 18ms/step >31, 528/693, d1=0.596, d2=0.509 g=1.190 2/2 [==============================] - 0s 19ms/step >31, 529/693, d1=0.596, d2=0.553 g=1.195 2/2 [==============================] - 0s 20ms/step >31, 530/693, d1=0.567, d2=0.630 g=1.148 2/2 [==============================] - 0s 20ms/step >31, 531/693, d1=0.620, d2=0.501 g=1.251 2/2 [==============================] - 0s 18ms/step >31, 532/693, d1=0.602, d2=0.616 g=1.269 2/2 [==============================] - 0s 20ms/step >31, 533/693, d1=0.536, d2=0.544 g=1.379 2/2 [==============================] - 0s 18ms/step >31, 534/693, d1=0.652, d2=0.434 g=1.224 2/2 [==============================] - 0s 18ms/step >31, 535/693, d1=0.537, d2=0.530 g=1.169 2/2 [==============================] - 0s 19ms/step >31, 536/693, d1=0.595, d2=0.539 g=1.113 2/2 [==============================] - 0s 19ms/step >31, 537/693, d1=0.565, d2=0.592 g=1.114 2/2 [==============================] - 0s 19ms/step >31, 538/693, d1=0.567, d2=0.556 g=1.144 2/2 [==============================] - 0s 20ms/step >31, 539/693, d1=0.623, d2=0.616 g=1.212 2/2 [==============================] - 0s 19ms/step >31, 540/693, d1=0.602, d2=0.557 g=1.186 2/2 [==============================] - 0s 20ms/step >31, 541/693, d1=0.605, d2=0.554 g=1.219 2/2 [==============================] - 0s 18ms/step >31, 542/693, d1=0.676, d2=0.571 g=1.194 2/2 [==============================] - 0s 19ms/step >31, 543/693, d1=0.582, d2=0.695 g=1.158 2/2 [==============================] - 0s 18ms/step >31, 544/693, d1=0.616, d2=0.639 g=1.180 2/2 [==============================] - 0s 17ms/step >31, 545/693, d1=0.661, d2=0.580 g=1.175 2/2 [==============================] - 0s 20ms/step >31, 546/693, d1=0.613, d2=0.511 g=1.169 2/2 [==============================] - 0s 19ms/step >31, 547/693, d1=0.519, d2=0.546 g=1.113 2/2 [==============================] - 0s 20ms/step >31, 548/693, d1=0.539, d2=0.563 g=1.234 2/2 [==============================] - 0s 19ms/step >31, 549/693, d1=0.585, d2=0.530 g=1.133 2/2 [==============================] - 0s 21ms/step >31, 550/693, d1=0.502, d2=0.595 g=1.206 2/2 [==============================] - 0s 22ms/step >31, 551/693, d1=0.559, d2=0.642 g=1.236 2/2 [==============================] - 0s 18ms/step >31, 552/693, d1=0.595, d2=0.442 g=1.222 2/2 [==============================] - 0s 20ms/step >31, 553/693, d1=0.572, d2=0.609 g=1.251 2/2 [==============================] - 0s 18ms/step >31, 554/693, d1=0.527, d2=0.504 g=1.289 2/2 [==============================] - 0s 21ms/step >31, 555/693, d1=0.618, d2=0.435 g=1.449 2/2 [==============================] - 0s 20ms/step >31, 556/693, d1=0.601, d2=0.458 g=1.272 2/2 [==============================] - 0s 19ms/step >31, 557/693, d1=0.419, d2=0.759 g=1.196 2/2 [==============================] - 0s 19ms/step >31, 558/693, d1=0.565, d2=0.674 g=1.268 2/2 [==============================] - 0s 19ms/step >31, 559/693, d1=0.597, d2=0.498 g=1.315 2/2 [==============================] - 0s 18ms/step >31, 560/693, d1=0.650, d2=0.490 g=1.336 2/2 [==============================] - 0s 19ms/step >31, 561/693, d1=0.532, d2=0.518 g=1.294 2/2 [==============================] - 0s 17ms/step >31, 562/693, d1=0.584, d2=0.627 g=1.269 2/2 [==============================] - 0s 19ms/step >31, 563/693, d1=0.585, d2=0.527 g=1.140 2/2 [==============================] - 0s 18ms/step >31, 564/693, d1=0.588, d2=0.535 g=1.161 2/2 [==============================] - 0s 17ms/step >31, 565/693, d1=0.555, d2=0.591 g=1.166 2/2 [==============================] - 0s 20ms/step >31, 566/693, d1=0.564, d2=0.532 g=1.269 2/2 [==============================] - 0s 16ms/step >31, 567/693, d1=0.571, d2=0.496 g=1.388 2/2 [==============================] - 0s 18ms/step >31, 568/693, d1=0.589, d2=0.640 g=1.283 2/2 [==============================] - 0s 19ms/step >31, 569/693, d1=0.553, d2=0.537 g=1.176 2/2 [==============================] - 0s 17ms/step >31, 570/693, d1=0.675, d2=0.603 g=1.017 2/2 [==============================] - 0s 17ms/step >31, 571/693, d1=0.508, d2=0.573 g=1.142 2/2 [==============================] - 0s 17ms/step >31, 572/693, d1=0.516, d2=0.558 g=1.124 2/2 [==============================] - 0s 16ms/step >31, 573/693, d1=0.605, d2=0.519 g=1.040 2/2 [==============================] - 0s 16ms/step >31, 574/693, d1=0.517, d2=0.599 g=1.032 2/2 [==============================] - 0s 17ms/step >31, 575/693, d1=0.533, d2=0.622 g=1.149 2/2 [==============================] - 0s 19ms/step >31, 576/693, d1=0.577, d2=0.528 g=1.133 2/2 [==============================] - 0s 19ms/step >31, 577/693, d1=0.591, d2=0.574 g=1.194 2/2 [==============================] - 0s 18ms/step >31, 578/693, d1=0.547, d2=0.555 g=1.180 2/2 [==============================] - 0s 18ms/step >31, 579/693, d1=0.635, d2=0.640 g=1.199 2/2 [==============================] - 0s 17ms/step >31, 580/693, d1=0.584, d2=0.612 g=1.211 2/2 [==============================] - 0s 18ms/step >31, 581/693, d1=0.524, d2=0.572 g=1.203 2/2 [==============================] - 0s 18ms/step >31, 582/693, d1=0.665, d2=0.543 g=1.095 2/2 [==============================] - 0s 20ms/step >31, 583/693, d1=0.548, d2=0.691 g=1.200 2/2 [==============================] - 0s 19ms/step >31, 584/693, d1=0.570, d2=0.570 g=1.160 2/2 [==============================] - 0s 19ms/step >31, 585/693, d1=0.664, d2=0.581 g=1.211 2/2 [==============================] - 0s 18ms/step >31, 586/693, d1=0.695, d2=0.593 g=1.215 2/2 [==============================] - 0s 20ms/step >31, 587/693, d1=0.590, d2=0.569 g=1.167 2/2 [==============================] - 0s 19ms/step >31, 588/693, d1=0.559, d2=0.563 g=1.298 2/2 [==============================] - 0s 19ms/step >31, 589/693, d1=0.588, d2=0.541 g=1.203 2/2 [==============================] - 0s 17ms/step >31, 590/693, d1=0.584, d2=0.700 g=1.257 2/2 [==============================] - 0s 18ms/step >31, 591/693, d1=0.601, d2=0.526 g=1.295 2/2 [==============================] - 0s 19ms/step >31, 592/693, d1=0.618, d2=0.531 g=1.274 2/2 [==============================] - 0s 18ms/step >31, 593/693, d1=0.629, d2=0.549 g=1.245 2/2 [==============================] - 0s 19ms/step >31, 594/693, d1=0.618, d2=0.601 g=1.216 2/2 [==============================] - 0s 17ms/step >31, 595/693, d1=0.557, d2=0.587 g=1.226 2/2 [==============================] - 0s 17ms/step >31, 596/693, d1=0.580, d2=0.581 g=1.211 2/2 [==============================] - 0s 17ms/step >31, 597/693, d1=0.544, d2=0.527 g=1.276 2/2 [==============================] - 0s 18ms/step >31, 598/693, d1=0.605, d2=0.476 g=1.172 2/2 [==============================] - 0s 16ms/step >31, 599/693, d1=0.515, d2=0.573 g=1.149 2/2 [==============================] - 0s 16ms/step >31, 600/693, d1=0.558, d2=0.575 g=1.161 2/2 [==============================] - 0s 17ms/step >31, 601/693, d1=0.497, d2=0.677 g=1.232 2/2 [==============================] - 0s 18ms/step >31, 602/693, d1=0.541, d2=0.601 g=1.221 2/2 [==============================] - 0s 19ms/step >31, 603/693, d1=0.576, d2=0.423 g=1.209 2/2 [==============================] - 0s 18ms/step >31, 604/693, d1=0.586, d2=0.555 g=1.204 2/2 [==============================] - 0s 16ms/step >31, 605/693, d1=0.616, d2=0.539 g=1.175 2/2 [==============================] - 0s 18ms/step >31, 606/693, d1=0.543, d2=0.614 g=1.222 2/2 [==============================] - 0s 17ms/step >31, 607/693, d1=0.577, d2=0.545 g=1.165 2/2 [==============================] - 0s 17ms/step >31, 608/693, d1=0.549, d2=0.625 g=1.224 2/2 [==============================] - 0s 17ms/step >31, 609/693, d1=0.538, d2=0.578 g=1.285 2/2 [==============================] - 0s 16ms/step >31, 610/693, d1=0.558, d2=0.580 g=1.295 2/2 [==============================] - 0s 16ms/step >31, 611/693, d1=0.589, d2=0.669 g=1.133 2/2 [==============================] - 0s 18ms/step >31, 612/693, d1=0.600, d2=0.439 g=1.259 2/2 [==============================] - 0s 16ms/step >31, 613/693, d1=0.705, d2=0.527 g=1.257 2/2 [==============================] - 0s 16ms/step >31, 614/693, d1=0.601, d2=0.544 g=1.333 2/2 [==============================] - 0s 16ms/step >31, 615/693, d1=0.504, d2=0.521 g=1.328 2/2 [==============================] - 0s 17ms/step >31, 616/693, d1=0.585, d2=0.570 g=1.300 2/2 [==============================] - 0s 17ms/step >31, 617/693, d1=0.590, d2=0.463 g=1.272 2/2 [==============================] - 0s 20ms/step >31, 618/693, d1=0.571, d2=0.538 g=1.173 2/2 [==============================] - 0s 17ms/step >31, 619/693, d1=0.601, d2=0.638 g=1.217 2/2 [==============================] - 0s 17ms/step >31, 620/693, d1=0.625, d2=0.577 g=1.320 2/2 [==============================] - 0s 16ms/step >31, 621/693, d1=0.624, d2=0.466 g=1.175 2/2 [==============================] - 0s 17ms/step >31, 622/693, d1=0.585, d2=0.614 g=1.158 2/2 [==============================] - 0s 18ms/step >31, 623/693, d1=0.525, d2=0.498 g=1.170 2/2 [==============================] - 0s 17ms/step >31, 624/693, d1=0.576, d2=0.647 g=1.158 2/2 [==============================] - 0s 18ms/step >31, 625/693, d1=0.464, d2=0.557 g=1.137 2/2 [==============================] - 0s 20ms/step >31, 626/693, d1=0.643, d2=0.558 g=1.209 2/2 [==============================] - 0s 21ms/step >31, 627/693, d1=0.482, d2=0.579 g=1.156 2/2 [==============================] - 0s 16ms/step >31, 628/693, d1=0.613, d2=0.555 g=1.189 2/2 [==============================] - 0s 17ms/step >31, 629/693, d1=0.638, d2=0.668 g=1.136 2/2 [==============================] - 0s 16ms/step >31, 630/693, d1=0.580, d2=0.440 g=1.135 2/2 [==============================] - 0s 17ms/step >31, 631/693, d1=0.642, d2=0.623 g=1.139 2/2 [==============================] - 0s 17ms/step >31, 632/693, d1=0.568, d2=0.584 g=1.205 2/2 [==============================] - 0s 17ms/step >31, 633/693, d1=0.598, d2=0.467 g=1.270 2/2 [==============================] - 0s 17ms/step >31, 634/693, d1=0.530, d2=0.511 g=1.200 2/2 [==============================] - 0s 18ms/step >31, 635/693, d1=0.588, d2=0.492 g=1.103 2/2 [==============================] - 0s 19ms/step >31, 636/693, d1=0.548, d2=0.614 g=1.110 2/2 [==============================] - 0s 17ms/step >31, 637/693, d1=0.514, d2=0.525 g=1.121 2/2 [==============================] - 0s 17ms/step >31, 638/693, d1=0.525, d2=0.664 g=1.220 2/2 [==============================] - 0s 19ms/step >31, 639/693, d1=0.618, d2=0.558 g=1.213 2/2 [==============================] - 0s 16ms/step >31, 640/693, d1=0.648, d2=0.530 g=1.170 2/2 [==============================] - 0s 19ms/step >31, 641/693, d1=0.575, d2=0.578 g=1.120 2/2 [==============================] - 0s 18ms/step >31, 642/693, d1=0.567, d2=0.465 g=1.204 2/2 [==============================] - 0s 17ms/step >31, 643/693, d1=0.695, d2=0.622 g=1.136 2/2 [==============================] - 0s 16ms/step >31, 644/693, d1=0.489, d2=0.648 g=1.216 2/2 [==============================] - 0s 18ms/step >31, 645/693, d1=0.536, d2=0.647 g=1.135 2/2 [==============================] - 0s 17ms/step >31, 646/693, d1=0.586, d2=0.673 g=1.286 2/2 [==============================] - 0s 19ms/step >31, 647/693, d1=0.612, d2=0.507 g=1.297 2/2 [==============================] - 0s 19ms/step >31, 648/693, d1=0.533, d2=0.451 g=1.378 2/2 [==============================] - 0s 19ms/step >31, 649/693, d1=0.515, d2=0.485 g=1.343 2/2 [==============================] - 0s 19ms/step >31, 650/693, d1=0.567, d2=0.579 g=1.139 2/2 [==============================] - 0s 18ms/step >31, 651/693, d1=0.607, d2=0.691 g=1.335 2/2 [==============================] - 0s 20ms/step >31, 652/693, d1=0.480, d2=0.508 g=1.238 2/2 [==============================] - 0s 16ms/step >31, 653/693, d1=0.562, d2=0.561 g=1.307 2/2 [==============================] - 0s 19ms/step >31, 654/693, d1=0.598, d2=0.545 g=1.240 2/2 [==============================] - 0s 19ms/step >31, 655/693, d1=0.547, d2=0.746 g=1.283 2/2 [==============================] - 0s 20ms/step >31, 656/693, d1=0.677, d2=0.457 g=1.270 2/2 [==============================] - 0s 20ms/step >31, 657/693, d1=0.566, d2=0.608 g=1.290 2/2 [==============================] - 0s 20ms/step >31, 658/693, d1=0.580, d2=0.492 g=1.266 2/2 [==============================] - 0s 19ms/step >31, 659/693, d1=0.566, d2=0.556 g=1.155 2/2 [==============================] - 0s 18ms/step >31, 660/693, d1=0.530, d2=0.532 g=1.171 2/2 [==============================] - 0s 17ms/step >31, 661/693, d1=0.494, d2=0.531 g=1.199 2/2 [==============================] - 0s 19ms/step >31, 662/693, d1=0.636, d2=0.572 g=1.078 2/2 [==============================] - 0s 20ms/step >31, 663/693, d1=0.616, d2=0.584 g=1.088 2/2 [==============================] - 0s 19ms/step >31, 664/693, d1=0.559, d2=0.654 g=1.207 2/2 [==============================] - 0s 20ms/step >31, 665/693, d1=0.529, d2=0.611 g=1.222 2/2 [==============================] - 0s 19ms/step >31, 666/693, d1=0.601, d2=0.592 g=1.209 2/2 [==============================] - 0s 21ms/step >31, 667/693, d1=0.656, d2=0.579 g=1.151 2/2 [==============================] - 0s 20ms/step >31, 668/693, d1=0.552, d2=0.598 g=1.237 2/2 [==============================] - 0s 21ms/step >31, 669/693, d1=0.670, d2=0.527 g=1.397 2/2 [==============================] - 0s 20ms/step >31, 670/693, d1=0.671, d2=0.457 g=1.238 2/2 [==============================] - 0s 19ms/step >31, 671/693, d1=0.632, d2=0.598 g=1.162 2/2 [==============================] - 0s 19ms/step >31, 672/693, d1=0.539, d2=0.509 g=1.099 2/2 [==============================] - 0s 19ms/step >31, 673/693, d1=0.506, d2=0.600 g=1.127 2/2 [==============================] - 0s 20ms/step >31, 674/693, d1=0.621, d2=0.689 g=1.260 2/2 [==============================] - 0s 20ms/step >31, 675/693, d1=0.573, d2=0.578 g=1.219 2/2 [==============================] - 0s 19ms/step >31, 676/693, d1=0.605, d2=0.546 g=1.257 2/2 [==============================] - 0s 18ms/step >31, 677/693, d1=0.520, d2=0.529 g=1.165 2/2 [==============================] - 0s 20ms/step >31, 678/693, d1=0.595, d2=0.600 g=1.184 2/2 [==============================] - 0s 19ms/step >31, 679/693, d1=0.568, d2=0.537 g=1.180 2/2 [==============================] - 0s 18ms/step >31, 680/693, d1=0.530, d2=0.462 g=1.085 2/2 [==============================] - 0s 19ms/step >31, 681/693, d1=0.521, d2=0.571 g=1.113 2/2 [==============================] - 0s 20ms/step >31, 682/693, d1=0.550, d2=0.536 g=1.228 2/2 [==============================] - 0s 17ms/step >31, 683/693, d1=0.518, d2=0.608 g=1.141 2/2 [==============================] - 0s 17ms/step >31, 684/693, d1=0.619, d2=0.528 g=1.212 2/2 [==============================] - 0s 16ms/step >31, 685/693, d1=0.544, d2=0.441 g=1.151 2/2 [==============================] - 0s 16ms/step >31, 686/693, d1=0.580, d2=0.688 g=1.072 2/2 [==============================] - 0s 17ms/step >31, 687/693, d1=0.481, d2=0.640 g=1.203 2/2 [==============================] - 0s 16ms/step >31, 688/693, d1=0.563, d2=0.512 g=1.118 2/2 [==============================] - 0s 17ms/step >31, 689/693, d1=0.657, d2=0.640 g=1.125 2/2 [==============================] - 0s 17ms/step >31, 690/693, d1=0.584, d2=0.633 g=1.119 2/2 [==============================] - 0s 18ms/step >31, 691/693, d1=0.655, d2=0.596 g=1.106 2/2 [==============================] - 0s 18ms/step >31, 692/693, d1=0.508, d2=0.502 g=1.038 2/2 [==============================] - 0s 19ms/step >31, 693/693, d1=0.467, d2=0.575 g=1.058 2/2 [==============================] - 0s 17ms/step >32, 1/693, d1=0.607, d2=0.586 g=1.301 2/2 [==============================] - 0s 18ms/step >32, 2/693, d1=0.564, d2=0.591 g=1.261 2/2 [==============================] - 0s 16ms/step >32, 3/693, d1=0.563, d2=0.582 g=1.233 2/2 [==============================] - 0s 17ms/step >32, 4/693, d1=0.632, d2=0.583 g=1.187 2/2 [==============================] - 0s 16ms/step >32, 5/693, d1=0.556, d2=0.597 g=1.171 2/2 [==============================] - 0s 17ms/step >32, 6/693, d1=0.545, d2=0.608 g=1.075 2/2 [==============================] - 0s 16ms/step >32, 7/693, d1=0.590, d2=0.590 g=1.156 2/2 [==============================] - 0s 17ms/step >32, 8/693, d1=0.679, d2=0.601 g=1.111 2/2 [==============================] - 0s 16ms/step >32, 9/693, d1=0.581, d2=0.501 g=1.137 2/2 [==============================] - 0s 16ms/step >32, 10/693, d1=0.503, d2=0.666 g=1.125 2/2 [==============================] - 0s 17ms/step >32, 11/693, d1=0.661, d2=0.440 g=1.201 2/2 [==============================] - 0s 16ms/step >32, 12/693, d1=0.535, d2=0.521 g=1.135 2/2 [==============================] - 0s 16ms/step >32, 13/693, d1=0.519, d2=0.513 g=1.129 2/2 [==============================] - 0s 18ms/step >32, 14/693, d1=0.572, d2=0.543 g=1.121 2/2 [==============================] - 0s 18ms/step >32, 15/693, d1=0.479, d2=0.501 g=1.288 2/2 [==============================] - 0s 20ms/step >32, 16/693, d1=0.487, d2=0.565 g=1.264 2/2 [==============================] - 0s 18ms/step >32, 17/693, d1=0.546, d2=0.499 g=1.198 2/2 [==============================] - 0s 18ms/step >32, 18/693, d1=0.571, d2=0.528 g=1.303 2/2 [==============================] - 0s 19ms/step >32, 19/693, d1=0.547, d2=0.520 g=1.236 2/2 [==============================] - 0s 17ms/step >32, 20/693, d1=0.538, d2=0.547 g=1.217 2/2 [==============================] - 0s 17ms/step >32, 21/693, d1=0.615, d2=0.589 g=1.236 2/2 [==============================] - 0s 18ms/step >32, 22/693, d1=0.569, d2=0.529 g=1.144 2/2 [==============================] - 0s 17ms/step >32, 23/693, d1=0.619, d2=0.525 g=1.002 2/2 [==============================] - 0s 21ms/step >32, 24/693, d1=0.537, d2=0.547 g=1.131 2/2 [==============================] - 0s 18ms/step >32, 25/693, d1=0.557, d2=0.641 g=1.122 2/2 [==============================] - 0s 18ms/step >32, 26/693, d1=0.554, d2=0.510 g=1.126 2/2 [==============================] - 0s 18ms/step >32, 27/693, d1=0.558, d2=0.543 g=1.208 2/2 [==============================] - 0s 17ms/step >32, 28/693, d1=0.568, d2=0.501 g=1.222 2/2 [==============================] - 0s 19ms/step >32, 29/693, d1=0.534, d2=0.620 g=1.182 2/2 [==============================] - 0s 18ms/step >32, 30/693, d1=0.600, d2=0.627 g=1.249 2/2 [==============================] - 0s 17ms/step >32, 31/693, d1=0.594, d2=0.596 g=1.260 2/2 [==============================] - 0s 17ms/step >32, 32/693, d1=0.522, d2=0.550 g=1.208 2/2 [==============================] - 0s 18ms/step >32, 33/693, d1=0.520, d2=0.572 g=1.183 2/2 [==============================] - 0s 18ms/step >32, 34/693, d1=0.595, d2=0.525 g=1.291 2/2 [==============================] - 0s 19ms/step >32, 35/693, d1=0.583, d2=0.543 g=1.241 2/2 [==============================] - 0s 18ms/step >32, 36/693, d1=0.523, d2=0.510 g=1.218 2/2 [==============================] - 0s 16ms/step >32, 37/693, d1=0.580, d2=0.487 g=1.233 2/2 [==============================] - 0s 19ms/step >32, 38/693, d1=0.612, d2=0.598 g=1.162 2/2 [==============================] - 0s 16ms/step >32, 39/693, d1=0.589, d2=0.552 g=1.160 2/2 [==============================] - 0s 17ms/step >32, 40/693, d1=0.531, d2=0.579 g=1.218 2/2 [==============================] - 0s 18ms/step >32, 41/693, d1=0.669, d2=0.537 g=1.193 2/2 [==============================] - 0s 16ms/step >32, 42/693, d1=0.548, d2=0.579 g=1.255 2/2 [==============================] - 0s 17ms/step >32, 43/693, d1=0.549, d2=0.502 g=1.163 2/2 [==============================] - 0s 18ms/step >32, 44/693, d1=0.594, d2=0.490 g=1.092 2/2 [==============================] - 0s 17ms/step >32, 45/693, d1=0.602, d2=0.609 g=1.157 2/2 [==============================] - 0s 17ms/step >32, 46/693, d1=0.522, d2=0.558 g=1.179 2/2 [==============================] - 0s 16ms/step >32, 47/693, d1=0.548, d2=0.641 g=1.168 2/2 [==============================] - 0s 17ms/step >32, 48/693, d1=0.551, d2=0.499 g=1.337 2/2 [==============================] - 0s 19ms/step >32, 49/693, d1=0.614, d2=0.523 g=1.241 2/2 [==============================] - 0s 20ms/step >32, 50/693, d1=0.590, d2=0.628 g=1.182 2/2 [==============================] - 0s 20ms/step >32, 51/693, d1=0.581, d2=0.606 g=1.144 2/2 [==============================] - 0s 22ms/step >32, 52/693, d1=0.605, d2=0.561 g=1.060 2/2 [==============================] - 0s 20ms/step >32, 53/693, d1=0.563, d2=0.582 g=1.151 2/2 [==============================] - 0s 21ms/step >32, 54/693, d1=0.593, d2=0.558 g=1.084 2/2 [==============================] - 0s 19ms/step >32, 55/693, d1=0.575, d2=0.586 g=1.117 2/2 [==============================] - 0s 20ms/step >32, 56/693, d1=0.591, d2=0.617 g=1.163 2/2 [==============================] - 0s 19ms/step >32, 57/693, d1=0.716, d2=0.443 g=1.171 2/2 [==============================] - 0s 20ms/step >32, 58/693, d1=0.596, d2=0.525 g=1.224 2/2 [==============================] - 0s 18ms/step >32, 59/693, d1=0.561, d2=0.575 g=1.046 2/2 [==============================] - 0s 21ms/step >32, 60/693, d1=0.554, d2=0.602 g=1.156 2/2 [==============================] - 0s 21ms/step >32, 61/693, d1=0.548, d2=0.642 g=1.172 2/2 [==============================] - 0s 19ms/step >32, 62/693, d1=0.598, d2=0.586 g=1.188 2/2 [==============================] - 0s 20ms/step >32, 63/693, d1=0.547, d2=0.556 g=1.179 2/2 [==============================] - 0s 19ms/step >32, 64/693, d1=0.633, d2=0.582 g=1.127 2/2 [==============================] - 0s 20ms/step >32, 65/693, d1=0.559, d2=0.599 g=1.267 2/2 [==============================] - 0s 20ms/step >32, 66/693, d1=0.552, d2=0.602 g=1.338 2/2 [==============================] - 0s 16ms/step >32, 67/693, d1=0.544, d2=0.459 g=1.241 2/2 [==============================] - 0s 17ms/step >32, 68/693, d1=0.643, d2=0.536 g=1.076 2/2 [==============================] - 0s 18ms/step >32, 69/693, d1=0.549, d2=0.564 g=1.088 2/2 [==============================] - 0s 17ms/step >32, 70/693, d1=0.518, d2=0.584 g=1.238 2/2 [==============================] - 0s 17ms/step >32, 71/693, d1=0.615, d2=0.599 g=1.090 2/2 [==============================] - 0s 17ms/step >32, 72/693, d1=0.498, d2=0.548 g=1.156 2/2 [==============================] - 0s 20ms/step >32, 73/693, d1=0.563, d2=0.609 g=1.065 2/2 [==============================] - 0s 19ms/step >32, 74/693, d1=0.636, d2=0.695 g=1.182 2/2 [==============================] - 0s 20ms/step >32, 75/693, d1=0.622, d2=0.583 g=1.112 2/2 [==============================] - 0s 19ms/step >32, 76/693, d1=0.533, d2=0.593 g=1.196 2/2 [==============================] - 0s 20ms/step >32, 77/693, d1=0.556, d2=0.715 g=1.193 2/2 [==============================] - 0s 19ms/step >32, 78/693, d1=0.549, d2=0.550 g=1.360 2/2 [==============================] - 0s 20ms/step >32, 79/693, d1=0.688, d2=0.436 g=1.286 2/2 [==============================] - 0s 16ms/step >32, 80/693, d1=0.638, d2=0.602 g=1.219 2/2 [==============================] - 0s 18ms/step >32, 81/693, d1=0.553, d2=0.565 g=1.124 2/2 [==============================] - 0s 17ms/step >32, 82/693, d1=0.517, d2=0.539 g=1.067 2/2 [==============================] - 0s 17ms/step >32, 83/693, d1=0.557, d2=0.575 g=1.153 2/2 [==============================] - 0s 16ms/step >32, 84/693, d1=0.585, d2=0.533 g=1.303 2/2 [==============================] - 0s 17ms/step >32, 85/693, d1=0.574, d2=0.465 g=1.311 2/2 [==============================] - 0s 18ms/step >32, 86/693, d1=0.505, d2=0.527 g=1.175 2/2 [==============================] - 0s 17ms/step >32, 87/693, d1=0.573, d2=0.592 g=1.189 2/2 [==============================] - 0s 16ms/step >32, 88/693, d1=0.615, d2=0.545 g=1.338 2/2 [==============================] - 0s 18ms/step >32, 89/693, d1=0.548, d2=0.505 g=1.259 2/2 [==============================] - 0s 19ms/step >32, 90/693, d1=0.532, d2=0.604 g=1.288 2/2 [==============================] - 0s 22ms/step >32, 91/693, d1=0.497, d2=0.489 g=1.323 2/2 [==============================] - 0s 17ms/step >32, 92/693, d1=0.515, d2=0.556 g=1.205 2/2 [==============================] - 0s 17ms/step >32, 93/693, d1=0.568, d2=0.596 g=1.321 2/2 [==============================] - 0s 19ms/step >32, 94/693, d1=0.500, d2=0.494 g=1.319 2/2 [==============================] - 0s 17ms/step >32, 95/693, d1=0.552, d2=0.539 g=1.259 2/2 [==============================] - 0s 16ms/step >32, 96/693, d1=0.585, d2=0.508 g=1.174 2/2 [==============================] - 0s 17ms/step >32, 97/693, d1=0.670, d2=0.571 g=1.150 2/2 [==============================] - 0s 16ms/step >32, 98/693, d1=0.533, d2=0.535 g=1.183 2/2 [==============================] - 0s 18ms/step >32, 99/693, d1=0.534, d2=0.513 g=1.223 2/2 [==============================] - 0s 17ms/step >32, 100/693, d1=0.615, d2=0.727 g=1.144 2/2 [==============================] - 0s 18ms/step >32, 101/693, d1=0.644, d2=0.573 g=1.140 2/2 [==============================] - 0s 21ms/step >32, 102/693, d1=0.472, d2=0.588 g=1.235 2/2 [==============================] - 0s 17ms/step >32, 103/693, d1=0.623, d2=0.520 g=1.133 2/2 [==============================] - 0s 19ms/step >32, 104/693, d1=0.486, d2=0.536 g=1.073 2/2 [==============================] - 0s 19ms/step >32, 105/693, d1=0.610, d2=0.541 g=1.086 2/2 [==============================] - 0s 20ms/step >32, 106/693, d1=0.499, d2=0.622 g=1.123 2/2 [==============================] - 0s 20ms/step >32, 107/693, d1=0.577, d2=0.624 g=1.157 2/2 [==============================] - 0s 20ms/step >32, 108/693, d1=0.566, d2=0.575 g=1.159 2/2 [==============================] - 0s 19ms/step >32, 109/693, d1=0.511, d2=0.579 g=1.269 2/2 [==============================] - 0s 19ms/step >32, 110/693, d1=0.614, d2=0.563 g=1.163 2/2 [==============================] - 0s 19ms/step >32, 111/693, d1=0.603, d2=0.541 g=1.131 2/2 [==============================] - 0s 20ms/step >32, 112/693, d1=0.563, d2=0.653 g=1.112 2/2 [==============================] - 0s 19ms/step >32, 113/693, d1=0.598, d2=0.582 g=1.246 2/2 [==============================] - 0s 20ms/step >32, 114/693, d1=0.591, d2=0.476 g=1.314 2/2 [==============================] - 0s 20ms/step >32, 115/693, d1=0.722, d2=0.564 g=1.253 2/2 [==============================] - 0s 19ms/step >32, 116/693, d1=0.596, d2=0.571 g=1.191 2/2 [==============================] - 0s 18ms/step >32, 117/693, d1=0.549, d2=0.628 g=1.115 2/2 [==============================] - 0s 21ms/step >32, 118/693, d1=0.581, d2=0.567 g=1.197 2/2 [==============================] - 0s 23ms/step >32, 119/693, d1=0.598, d2=0.622 g=1.148 2/2 [==============================] - 0s 22ms/step >32, 120/693, d1=0.541, d2=0.510 g=1.148 2/2 [==============================] - 0s 21ms/step >32, 121/693, d1=0.612, d2=0.547 g=1.138 2/2 [==============================] - 0s 20ms/step >32, 122/693, d1=0.609, d2=0.612 g=1.264 2/2 [==============================] - 0s 21ms/step >32, 123/693, d1=0.634, d2=0.598 g=1.111 2/2 [==============================] - 0s 19ms/step >32, 124/693, d1=0.526, d2=0.497 g=1.198 2/2 [==============================] - 0s 20ms/step >32, 125/693, d1=0.500, d2=0.580 g=1.258 2/2 [==============================] - 0s 18ms/step >32, 126/693, d1=0.674, d2=0.601 g=1.237 2/2 [==============================] - 0s 20ms/step >32, 127/693, d1=0.607, d2=0.617 g=1.164 2/2 [==============================] - 0s 20ms/step >32, 128/693, d1=0.629, d2=0.619 g=1.260 2/2 [==============================] - 0s 18ms/step >32, 129/693, d1=0.616, d2=0.616 g=1.171 2/2 [==============================] - 0s 21ms/step >32, 130/693, d1=0.609, d2=0.500 g=1.215 2/2 [==============================] - 0s 21ms/step >32, 131/693, d1=0.569, d2=0.576 g=1.140 2/2 [==============================] - 0s 20ms/step >32, 132/693, d1=0.613, d2=0.665 g=1.177 2/2 [==============================] - 0s 21ms/step >32, 133/693, d1=0.536, d2=0.540 g=1.145 2/2 [==============================] - 0s 21ms/step >32, 134/693, d1=0.665, d2=0.629 g=1.197 2/2 [==============================] - 0s 20ms/step >32, 135/693, d1=0.600, d2=0.521 g=1.221 2/2 [==============================] - 0s 19ms/step >32, 136/693, d1=0.616, d2=0.481 g=1.219 2/2 [==============================] - 0s 20ms/step >32, 137/693, d1=0.629, d2=0.686 g=1.127 2/2 [==============================] - 0s 17ms/step >32, 138/693, d1=0.518, d2=0.593 g=1.306 2/2 [==============================] - 0s 17ms/step >32, 139/693, d1=0.617, d2=0.624 g=1.275 2/2 [==============================] - 0s 17ms/step >32, 140/693, d1=0.632, d2=0.588 g=1.203 2/2 [==============================] - 0s 16ms/step >32, 141/693, d1=0.550, d2=0.492 g=1.135 2/2 [==============================] - 0s 16ms/step >32, 142/693, d1=0.541, d2=0.646 g=1.129 2/2 [==============================] - 0s 17ms/step >32, 143/693, d1=0.593, d2=0.606 g=1.147 2/2 [==============================] - 0s 16ms/step >32, 144/693, d1=0.528, d2=0.622 g=1.135 2/2 [==============================] - 0s 19ms/step >32, 145/693, d1=0.527, d2=0.559 g=1.176 2/2 [==============================] - 0s 19ms/step >32, 146/693, d1=0.604, d2=0.496 g=1.155 2/2 [==============================] - 0s 20ms/step >32, 147/693, d1=0.590, d2=0.661 g=1.226 2/2 [==============================] - 0s 20ms/step >32, 148/693, d1=0.638, d2=0.555 g=1.194 2/2 [==============================] - 0s 20ms/step >32, 149/693, d1=0.553, d2=0.644 g=1.158 2/2 [==============================] - 0s 18ms/step >32, 150/693, d1=0.607, d2=0.531 g=1.238 2/2 [==============================] - 0s 17ms/step >32, 151/693, d1=0.588, d2=0.692 g=1.311 2/2 [==============================] - 0s 19ms/step >32, 152/693, d1=0.647, d2=0.559 g=1.230 2/2 [==============================] - 0s 17ms/step >32, 153/693, d1=0.572, d2=0.564 g=1.328 2/2 [==============================] - 0s 16ms/step >32, 154/693, d1=0.564, d2=0.566 g=1.110 2/2 [==============================] - 0s 18ms/step >32, 155/693, d1=0.619, d2=0.553 g=1.162 2/2 [==============================] - 0s 16ms/step >32, 156/693, d1=0.525, d2=0.610 g=1.128 2/2 [==============================] - 0s 16ms/step >32, 157/693, d1=0.606, d2=0.559 g=1.166 2/2 [==============================] - 0s 17ms/step >32, 158/693, d1=0.589, d2=0.491 g=1.182 2/2 [==============================] - 0s 19ms/step >32, 159/693, d1=0.541, d2=0.618 g=1.192 2/2 [==============================] - 0s 19ms/step >32, 160/693, d1=0.577, d2=0.557 g=1.212 2/2 [==============================] - 0s 20ms/step >32, 161/693, d1=0.670, d2=0.554 g=1.009 2/2 [==============================] - 0s 17ms/step >32, 162/693, d1=0.450, d2=0.511 g=1.169 2/2 [==============================] - 0s 18ms/step >32, 163/693, d1=0.627, d2=0.587 g=1.219 2/2 [==============================] - 0s 18ms/step >32, 164/693, d1=0.500, d2=0.607 g=1.387 2/2 [==============================] - 0s 19ms/step >32, 165/693, d1=0.633, d2=0.528 g=1.188 2/2 [==============================] - 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0s 16ms/step >32, 210/693, d1=0.539, d2=0.571 g=1.206 2/2 [==============================] - 0s 20ms/step >32, 211/693, d1=0.681, d2=0.563 g=1.263 2/2 [==============================] - 0s 18ms/step >32, 212/693, d1=0.651, d2=0.579 g=1.267 2/2 [==============================] - 0s 17ms/step >32, 213/693, d1=0.591, d2=0.514 g=1.231 2/2 [==============================] - 0s 18ms/step >32, 214/693, d1=0.528, d2=0.500 g=1.292 2/2 [==============================] - 0s 17ms/step >32, 215/693, d1=0.540, d2=0.577 g=1.170 2/2 [==============================] - 0s 18ms/step >32, 216/693, d1=0.598, d2=0.605 g=1.197 2/2 [==============================] - 0s 18ms/step >32, 217/693, d1=0.666, d2=0.645 g=1.115 2/2 [==============================] - 0s 19ms/step >32, 218/693, d1=0.573, d2=0.539 g=1.254 2/2 [==============================] - 0s 18ms/step >32, 219/693, d1=0.633, d2=0.571 g=1.220 2/2 [==============================] - 0s 17ms/step >32, 220/693, d1=0.636, d2=0.612 g=1.129 2/2 [==============================] - 0s 18ms/step >32, 221/693, d1=0.527, d2=0.650 g=1.150 2/2 [==============================] - 0s 18ms/step >32, 222/693, d1=0.634, d2=0.555 g=1.158 2/2 [==============================] - 0s 20ms/step >32, 223/693, d1=0.635, d2=0.530 g=1.194 2/2 [==============================] - 0s 18ms/step >32, 224/693, d1=0.566, d2=0.563 g=1.087 2/2 [==============================] - 0s 17ms/step >32, 225/693, d1=0.556, d2=0.677 g=1.259 2/2 [==============================] - 0s 17ms/step >32, 226/693, d1=0.599, d2=0.529 g=1.158 2/2 [==============================] - 0s 17ms/step >32, 227/693, d1=0.563, d2=0.605 g=1.177 2/2 [==============================] - 0s 17ms/step >32, 228/693, d1=0.574, d2=0.547 g=1.201 2/2 [==============================] - 0s 17ms/step >32, 229/693, d1=0.660, d2=0.524 g=1.110 2/2 [==============================] - 0s 16ms/step >32, 230/693, d1=0.583, d2=0.560 g=1.123 2/2 [==============================] - 0s 17ms/step >32, 231/693, d1=0.603, d2=0.647 g=1.184 2/2 [==============================] - 0s 18ms/step >32, 232/693, d1=0.501, d2=0.598 g=1.194 2/2 [==============================] - 0s 17ms/step >32, 233/693, d1=0.519, d2=0.569 g=1.238 2/2 [==============================] - 0s 18ms/step >32, 234/693, d1=0.583, d2=0.528 g=1.133 2/2 [==============================] - 0s 20ms/step >32, 235/693, d1=0.614, d2=0.553 g=1.183 2/2 [==============================] - 0s 18ms/step >32, 236/693, d1=0.559, d2=0.516 g=1.150 2/2 [==============================] - 0s 17ms/step >32, 237/693, d1=0.539, d2=0.576 g=1.146 2/2 [==============================] - 0s 18ms/step >32, 238/693, d1=0.656, d2=0.597 g=1.219 2/2 [==============================] - 0s 20ms/step >32, 239/693, d1=0.571, d2=0.584 g=1.330 2/2 [==============================] - 0s 17ms/step >32, 240/693, d1=0.688, d2=0.510 g=1.243 2/2 [==============================] - 0s 16ms/step >32, 241/693, d1=0.508, d2=0.582 g=1.255 2/2 [==============================] - 0s 17ms/step >32, 242/693, d1=0.519, d2=0.667 g=1.161 2/2 [==============================] - 0s 17ms/step >32, 243/693, d1=0.660, d2=0.529 g=1.262 2/2 [==============================] - 0s 18ms/step >32, 244/693, d1=0.621, d2=0.590 g=1.210 2/2 [==============================] - 0s 17ms/step >32, 245/693, d1=0.535, d2=0.489 g=1.220 2/2 [==============================] - 0s 17ms/step >32, 246/693, d1=0.532, d2=0.506 g=1.196 2/2 [==============================] - 0s 18ms/step >32, 247/693, d1=0.539, d2=0.552 g=1.170 2/2 [==============================] - 0s 18ms/step >32, 248/693, d1=0.588, d2=0.591 g=1.166 2/2 [==============================] - 0s 18ms/step >32, 249/693, d1=0.598, d2=0.631 g=1.090 2/2 [==============================] - 0s 17ms/step >32, 250/693, d1=0.587, d2=0.638 g=1.227 2/2 [==============================] - 0s 18ms/step >32, 251/693, d1=0.742, d2=0.588 g=1.211 2/2 [==============================] - 0s 18ms/step >32, 252/693, d1=0.560, d2=0.479 g=1.130 2/2 [==============================] - 0s 17ms/step >32, 253/693, d1=0.530, d2=0.587 g=1.201 2/2 [==============================] - 0s 17ms/step >32, 254/693, d1=0.523, d2=0.441 g=1.294 2/2 [==============================] - 0s 18ms/step >32, 255/693, d1=0.529, d2=0.620 g=1.177 2/2 [==============================] - 0s 17ms/step >32, 256/693, d1=0.616, d2=0.556 g=1.196 2/2 [==============================] - 0s 17ms/step >32, 257/693, d1=0.635, d2=0.515 g=1.052 2/2 [==============================] - 0s 18ms/step >32, 258/693, d1=0.562, d2=0.626 g=1.111 2/2 [==============================] - 0s 16ms/step >32, 259/693, d1=0.600, d2=0.586 g=1.242 2/2 [==============================] - 0s 16ms/step >32, 260/693, d1=0.654, d2=0.623 g=1.180 2/2 [==============================] - 0s 16ms/step >32, 261/693, d1=0.487, d2=0.542 g=1.078 2/2 [==============================] - 0s 18ms/step >32, 262/693, d1=0.557, d2=0.586 g=1.197 2/2 [==============================] - 0s 17ms/step >32, 263/693, d1=0.614, d2=0.543 g=1.039 2/2 [==============================] - 0s 17ms/step >32, 264/693, d1=0.520, d2=0.594 g=1.115 2/2 [==============================] - 0s 16ms/step >32, 265/693, d1=0.615, d2=0.647 g=1.094 2/2 [==============================] - 0s 17ms/step >32, 266/693, d1=0.526, d2=0.642 g=1.192 2/2 [==============================] - 0s 18ms/step >32, 267/693, d1=0.522, d2=0.537 g=1.219 2/2 [==============================] - 0s 18ms/step >32, 268/693, d1=0.558, d2=0.566 g=1.102 2/2 [==============================] - 0s 17ms/step >32, 269/693, d1=0.580, d2=0.551 g=1.184 2/2 [==============================] - 0s 17ms/step >32, 270/693, d1=0.623, d2=0.608 g=1.206 2/2 [==============================] - 0s 17ms/step >32, 271/693, d1=0.534, d2=0.492 g=1.209 2/2 [==============================] - 0s 17ms/step >32, 272/693, d1=0.585, d2=0.504 g=1.072 2/2 [==============================] - 0s 17ms/step >32, 273/693, d1=0.616, d2=0.549 g=1.190 2/2 [==============================] - 0s 16ms/step >32, 274/693, d1=0.584, d2=0.579 g=1.250 2/2 [==============================] - 0s 17ms/step >32, 275/693, d1=0.572, d2=0.541 g=1.296 2/2 [==============================] - 0s 18ms/step >32, 276/693, d1=0.630, d2=0.620 g=1.228 2/2 [==============================] - 0s 17ms/step >32, 277/693, d1=0.564, d2=0.490 g=1.151 2/2 [==============================] - 0s 16ms/step >32, 278/693, d1=0.673, d2=0.688 g=1.070 2/2 [==============================] - 0s 19ms/step >32, 279/693, d1=0.583, d2=0.661 g=1.145 2/2 [==============================] - 0s 18ms/step >32, 280/693, d1=0.565, d2=0.584 g=1.152 2/2 [==============================] - 0s 17ms/step >32, 281/693, d1=0.606, d2=0.505 g=1.145 2/2 [==============================] - 0s 18ms/step >32, 282/693, d1=0.604, d2=0.547 g=1.098 2/2 [==============================] - 0s 18ms/step >32, 283/693, d1=0.544, d2=0.674 g=1.168 2/2 [==============================] - 0s 18ms/step >32, 284/693, d1=0.527, d2=0.516 g=1.242 2/2 [==============================] - 0s 22ms/step >32, 285/693, d1=0.615, d2=0.516 g=1.075 2/2 [==============================] - 0s 19ms/step >32, 286/693, d1=0.553, d2=0.580 g=1.257 2/2 [==============================] - 0s 17ms/step >32, 287/693, d1=0.515, d2=0.507 g=1.265 2/2 [==============================] - 0s 18ms/step >32, 288/693, d1=0.658, d2=0.505 g=1.168 2/2 [==============================] - 0s 17ms/step >32, 289/693, d1=0.518, d2=0.587 g=1.130 2/2 [==============================] - 0s 17ms/step >32, 290/693, d1=0.481, d2=0.593 g=1.269 2/2 [==============================] - 0s 18ms/step >32, 291/693, d1=0.675, d2=0.585 g=1.171 2/2 [==============================] - 0s 16ms/step >32, 292/693, d1=0.605, d2=0.533 g=1.071 2/2 [==============================] - 0s 23ms/step >32, 293/693, d1=0.555, d2=0.621 g=1.291 2/2 [==============================] - 0s 17ms/step >32, 294/693, d1=0.484, d2=0.616 g=1.111 2/2 [==============================] - 0s 18ms/step >32, 295/693, d1=0.654, d2=0.520 g=1.132 2/2 [==============================] - 0s 18ms/step >32, 296/693, d1=0.557, d2=0.490 g=1.071 2/2 [==============================] - 0s 17ms/step >32, 297/693, d1=0.535, d2=0.541 g=1.175 2/2 [==============================] - 0s 18ms/step >32, 298/693, d1=0.637, d2=0.578 g=1.132 2/2 [==============================] - 0s 18ms/step >32, 299/693, d1=0.626, d2=0.531 g=1.187 2/2 [==============================] - 0s 17ms/step >32, 300/693, d1=0.610, d2=0.611 g=1.146 2/2 [==============================] - 0s 18ms/step >32, 301/693, d1=0.547, d2=0.588 g=1.158 2/2 [==============================] - 0s 17ms/step >32, 302/693, d1=0.517, d2=0.573 g=1.136 2/2 [==============================] - 0s 18ms/step >32, 303/693, d1=0.601, d2=0.534 g=1.238 2/2 [==============================] - 0s 18ms/step >32, 304/693, d1=0.617, d2=0.622 g=1.164 2/2 [==============================] - 0s 18ms/step >32, 305/693, d1=0.604, d2=0.560 g=1.235 2/2 [==============================] - 0s 17ms/step >32, 306/693, d1=0.498, d2=0.513 g=1.127 2/2 [==============================] - 0s 17ms/step >32, 307/693, d1=0.606, d2=0.560 g=1.145 2/2 [==============================] - 0s 18ms/step >32, 308/693, d1=0.545, d2=0.604 g=1.212 2/2 [==============================] - 0s 18ms/step >32, 309/693, d1=0.623, d2=0.593 g=1.157 2/2 [==============================] - 0s 17ms/step >32, 310/693, d1=0.608, d2=0.541 g=1.175 2/2 [==============================] - 0s 18ms/step >32, 311/693, d1=0.554, d2=0.576 g=1.114 2/2 [==============================] - 0s 17ms/step >32, 312/693, d1=0.539, d2=0.535 g=1.187 2/2 [==============================] - 0s 20ms/step >32, 313/693, d1=0.625, d2=0.561 g=1.203 2/2 [==============================] - 0s 18ms/step >32, 314/693, d1=0.552, d2=0.642 g=1.311 2/2 [==============================] - 0s 18ms/step >32, 315/693, d1=0.532, d2=0.487 g=1.310 2/2 [==============================] - 0s 17ms/step >32, 316/693, d1=0.556, d2=0.479 g=1.158 2/2 [==============================] - 0s 20ms/step >32, 317/693, d1=0.593, d2=0.469 g=1.252 2/2 [==============================] - 0s 18ms/step >32, 318/693, d1=0.586, d2=0.587 g=1.176 2/2 [==============================] - 0s 19ms/step >32, 319/693, d1=0.537, d2=0.559 g=1.297 2/2 [==============================] - 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0s 17ms/step >32, 342/693, d1=0.545, d2=0.573 g=1.202 2/2 [==============================] - 0s 19ms/step >32, 343/693, d1=0.507, d2=0.456 g=1.262 2/2 [==============================] - 0s 19ms/step >32, 344/693, d1=0.638, d2=0.463 g=1.407 2/2 [==============================] - 0s 19ms/step >32, 345/693, d1=0.625, d2=0.622 g=1.141 2/2 [==============================] - 0s 18ms/step >32, 346/693, d1=0.513, d2=0.587 g=1.257 2/2 [==============================] - 0s 19ms/step >32, 347/693, d1=0.474, d2=0.607 g=1.224 2/2 [==============================] - 0s 18ms/step >32, 348/693, d1=0.571, d2=0.492 g=1.076 2/2 [==============================] - 0s 17ms/step >32, 349/693, d1=0.537, d2=0.587 g=1.142 2/2 [==============================] - 0s 18ms/step >32, 350/693, d1=0.471, d2=0.615 g=1.229 2/2 [==============================] - 0s 18ms/step >32, 351/693, d1=0.594, d2=0.583 g=1.464 2/2 [==============================] - 0s 18ms/step >32, 352/693, d1=0.696, d2=0.571 g=1.142 2/2 [==============================] - 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0s 18ms/step >32, 408/693, d1=0.648, d2=0.583 g=1.178 2/2 [==============================] - 0s 18ms/step >32, 409/693, d1=0.536, d2=0.502 g=1.199 2/2 [==============================] - 0s 18ms/step >32, 410/693, d1=0.585, d2=0.534 g=1.145 2/2 [==============================] - 0s 16ms/step >32, 411/693, d1=0.465, d2=0.604 g=1.246 2/2 [==============================] - 0s 17ms/step >32, 412/693, d1=0.570, d2=0.574 g=1.336 2/2 [==============================] - 0s 17ms/step >32, 413/693, d1=0.604, d2=0.522 g=1.277 2/2 [==============================] - 0s 17ms/step >32, 414/693, d1=0.629, d2=0.528 g=1.176 2/2 [==============================] - 0s 17ms/step >32, 415/693, d1=0.590, d2=0.559 g=1.239 2/2 [==============================] - 0s 17ms/step >32, 416/693, d1=0.536, d2=0.515 g=1.139 2/2 [==============================] - 0s 17ms/step >32, 417/693, d1=0.579, d2=0.501 g=1.280 2/2 [==============================] - 0s 17ms/step >32, 418/693, d1=0.628, d2=0.581 g=1.135 2/2 [==============================] - 0s 20ms/step >32, 419/693, d1=0.602, d2=0.607 g=1.159 2/2 [==============================] - 0s 17ms/step >32, 420/693, d1=0.406, d2=0.672 g=1.168 2/2 [==============================] - 0s 19ms/step >32, 421/693, d1=0.605, d2=0.509 g=1.222 2/2 [==============================] - 0s 18ms/step >32, 422/693, d1=0.609, d2=0.550 g=1.106 2/2 [==============================] - 0s 19ms/step >32, 423/693, d1=0.445, d2=0.512 g=1.285 2/2 [==============================] - 0s 18ms/step >32, 424/693, d1=0.598, d2=0.602 g=1.265 2/2 [==============================] - 0s 16ms/step >32, 425/693, d1=0.603, d2=0.521 g=1.141 2/2 [==============================] - 0s 18ms/step >32, 426/693, d1=0.588, d2=0.639 g=1.172 2/2 [==============================] - 0s 16ms/step >32, 427/693, d1=0.604, d2=0.593 g=1.212 2/2 [==============================] - 0s 17ms/step >32, 428/693, d1=0.551, d2=0.507 g=1.282 2/2 [==============================] - 0s 16ms/step >32, 429/693, d1=0.522, d2=0.466 g=1.266 2/2 [==============================] - 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0s 17ms/step >32, 661/693, d1=0.561, d2=0.546 g=1.252 2/2 [==============================] - 0s 18ms/step >32, 662/693, d1=0.515, d2=0.516 g=1.322 2/2 [==============================] - 0s 17ms/step >32, 663/693, d1=0.540, d2=0.611 g=1.304 2/2 [==============================] - 0s 17ms/step >32, 664/693, d1=0.586, d2=0.469 g=1.171 2/2 [==============================] - 0s 18ms/step >32, 665/693, d1=0.660, d2=0.590 g=1.255 2/2 [==============================] - 0s 20ms/step >32, 666/693, d1=0.580, d2=0.496 g=1.210 2/2 [==============================] - 0s 20ms/step >32, 667/693, d1=0.543, d2=0.673 g=1.191 2/2 [==============================] - 0s 18ms/step >32, 668/693, d1=0.598, d2=0.543 g=1.243 2/2 [==============================] - 0s 19ms/step >32, 669/693, d1=0.625, d2=0.514 g=1.174 2/2 [==============================] - 0s 20ms/step >32, 670/693, d1=0.564, d2=0.551 g=1.130 2/2 [==============================] - 0s 20ms/step >32, 671/693, d1=0.529, d2=0.635 g=1.239 2/2 [==============================] - 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0s 18ms/step >32, 683/693, d1=0.609, d2=0.503 g=1.182 2/2 [==============================] - 0s 18ms/step >32, 684/693, d1=0.574, d2=0.514 g=1.168 2/2 [==============================] - 0s 17ms/step >32, 685/693, d1=0.535, d2=0.586 g=1.154 2/2 [==============================] - 0s 18ms/step >32, 686/693, d1=0.534, d2=0.590 g=1.261 2/2 [==============================] - 0s 18ms/step >32, 687/693, d1=0.641, d2=0.494 g=1.113 2/2 [==============================] - 0s 18ms/step >32, 688/693, d1=0.474, d2=0.521 g=1.239 2/2 [==============================] - 0s 17ms/step >32, 689/693, d1=0.577, d2=0.557 g=1.070 2/2 [==============================] - 0s 17ms/step >32, 690/693, d1=0.534, d2=0.535 g=1.288 2/2 [==============================] - 0s 15ms/step >32, 691/693, d1=0.586, d2=0.529 g=1.241 2/2 [==============================] - 0s 17ms/step >32, 692/693, d1=0.592, d2=0.497 g=1.097 2/2 [==============================] - 0s 18ms/step >32, 693/693, d1=0.592, d2=0.524 g=1.193 2/2 [==============================] - 0s 19ms/step >33, 1/693, d1=0.473, d2=0.549 g=1.177 2/2 [==============================] - 0s 19ms/step >33, 2/693, d1=0.426, d2=0.579 g=1.303 2/2 [==============================] - 0s 20ms/step >33, 3/693, d1=0.611, d2=0.510 g=1.258 2/2 [==============================] - 0s 17ms/step >33, 4/693, d1=0.493, d2=0.616 g=1.230 2/2 [==============================] - 0s 20ms/step >33, 5/693, d1=0.607, d2=0.569 g=1.360 2/2 [==============================] - 0s 21ms/step >33, 6/693, d1=0.564, d2=0.503 g=1.377 2/2 [==============================] - 0s 19ms/step >33, 7/693, d1=0.629, d2=0.485 g=1.250 2/2 [==============================] - 0s 20ms/step >33, 8/693, d1=0.523, d2=0.518 g=1.222 2/2 [==============================] - 0s 18ms/step >33, 9/693, d1=0.562, d2=0.503 g=1.205 2/2 [==============================] - 0s 16ms/step >33, 10/693, d1=0.503, d2=0.554 g=1.254 2/2 [==============================] - 0s 16ms/step >33, 11/693, d1=0.582, d2=0.492 g=1.126 2/2 [==============================] - 0s 16ms/step >33, 12/693, d1=0.608, d2=0.600 g=1.047 2/2 [==============================] - 0s 18ms/step >33, 13/693, d1=0.538, d2=0.621 g=1.127 2/2 [==============================] - 0s 17ms/step >33, 14/693, d1=0.564, d2=0.620 g=1.120 2/2 [==============================] - 0s 20ms/step >33, 15/693, d1=0.589, d2=0.565 g=1.151 2/2 [==============================] - 0s 16ms/step >33, 16/693, d1=0.507, d2=0.522 g=1.153 2/2 [==============================] - 0s 19ms/step >33, 17/693, d1=0.505, d2=0.504 g=1.262 2/2 [==============================] - 0s 18ms/step >33, 18/693, d1=0.511, d2=0.548 g=1.323 2/2 [==============================] - 0s 17ms/step >33, 19/693, d1=0.632, d2=0.594 g=1.215 2/2 [==============================] - 0s 17ms/step >33, 20/693, d1=0.719, d2=0.611 g=1.225 2/2 [==============================] - 0s 16ms/step >33, 21/693, d1=0.648, d2=0.583 g=1.103 2/2 [==============================] - 0s 18ms/step >33, 22/693, d1=0.483, d2=0.576 g=1.274 2/2 [==============================] - 0s 16ms/step >33, 23/693, d1=0.552, d2=0.494 g=1.199 2/2 [==============================] - 0s 16ms/step >33, 24/693, d1=0.578, d2=0.531 g=1.119 2/2 [==============================] - 0s 16ms/step >33, 25/693, d1=0.544, d2=0.565 g=1.174 2/2 [==============================] - 0s 18ms/step >33, 26/693, d1=0.506, d2=0.608 g=1.109 2/2 [==============================] - 0s 17ms/step >33, 27/693, d1=0.539, d2=0.524 g=1.243 2/2 [==============================] - 0s 17ms/step >33, 28/693, d1=0.568, d2=0.572 g=1.248 2/2 [==============================] - 0s 16ms/step >33, 29/693, d1=0.535, d2=0.497 g=1.343 2/2 [==============================] - 0s 17ms/step >33, 30/693, d1=0.567, d2=0.502 g=1.236 2/2 [==============================] - 0s 16ms/step >33, 31/693, d1=0.585, d2=0.560 g=1.141 2/2 [==============================] - 0s 19ms/step >33, 32/693, d1=0.655, d2=0.621 g=1.151 2/2 [==============================] - 0s 17ms/step >33, 33/693, d1=0.565, d2=0.659 g=1.265 2/2 [==============================] - 0s 16ms/step >33, 34/693, d1=0.591, d2=0.476 g=1.164 2/2 [==============================] - 0s 16ms/step >33, 35/693, d1=0.522, d2=0.646 g=1.316 2/2 [==============================] - 0s 16ms/step >33, 36/693, d1=0.539, d2=0.493 g=1.161 2/2 [==============================] - 0s 17ms/step >33, 37/693, d1=0.464, d2=0.543 g=1.132 2/2 [==============================] - 0s 16ms/step >33, 38/693, d1=0.665, d2=0.583 g=1.196 2/2 [==============================] - 0s 17ms/step >33, 39/693, d1=0.596, d2=0.511 g=1.297 2/2 [==============================] - 0s 16ms/step >33, 40/693, d1=0.646, d2=0.570 g=1.395 2/2 [==============================] - 0s 17ms/step >33, 41/693, d1=0.523, d2=0.503 g=1.391 2/2 [==============================] - 0s 16ms/step >33, 42/693, d1=0.639, d2=0.482 g=1.250 2/2 [==============================] - 0s 17ms/step >33, 43/693, d1=0.737, d2=0.559 g=1.163 2/2 [==============================] - 0s 17ms/step >33, 44/693, d1=0.479, d2=0.447 g=1.207 2/2 [==============================] - 0s 17ms/step >33, 45/693, d1=0.464, d2=0.654 g=1.121 2/2 [==============================] - 0s 17ms/step >33, 46/693, d1=0.644, d2=0.508 g=1.240 2/2 [==============================] - 0s 17ms/step >33, 47/693, d1=0.516, d2=0.600 g=1.179 2/2 [==============================] - 0s 18ms/step >33, 48/693, d1=0.504, d2=0.555 g=1.201 2/2 [==============================] - 0s 17ms/step >33, 49/693, d1=0.485, d2=0.566 g=1.211 2/2 [==============================] - 0s 17ms/step >33, 50/693, d1=0.580, d2=0.602 g=1.296 2/2 [==============================] - 0s 17ms/step >33, 51/693, d1=0.629, d2=0.485 g=1.200 2/2 [==============================] - 0s 19ms/step >33, 52/693, d1=0.452, d2=0.471 g=1.304 2/2 [==============================] - 0s 16ms/step >33, 53/693, d1=0.547, d2=0.543 g=1.283 2/2 [==============================] - 0s 17ms/step >33, 54/693, d1=0.572, d2=0.587 g=1.248 2/2 [==============================] - 0s 18ms/step >33, 55/693, d1=0.669, d2=0.493 g=1.166 2/2 [==============================] - 0s 17ms/step >33, 56/693, d1=0.570, d2=0.571 g=1.210 2/2 [==============================] - 0s 17ms/step >33, 57/693, d1=0.548, d2=0.604 g=1.231 2/2 [==============================] - 0s 19ms/step >33, 58/693, d1=0.568, d2=0.514 g=1.210 2/2 [==============================] - 0s 17ms/step >33, 59/693, d1=0.622, d2=0.525 g=1.217 2/2 [==============================] - 0s 19ms/step >33, 60/693, d1=0.536, d2=0.483 g=1.182 2/2 [==============================] - 0s 17ms/step >33, 61/693, d1=0.636, d2=0.561 g=1.121 2/2 [==============================] - 0s 18ms/step >33, 62/693, d1=0.558, d2=0.537 g=1.060 2/2 [==============================] - 0s 18ms/step >33, 63/693, d1=0.542, d2=0.561 g=1.107 2/2 [==============================] - 0s 17ms/step >33, 64/693, d1=0.505, d2=0.605 g=1.230 2/2 [==============================] - 0s 18ms/step >33, 65/693, d1=0.604, d2=0.645 g=1.370 2/2 [==============================] - 0s 19ms/step >33, 66/693, d1=0.543, d2=0.568 g=1.282 2/2 [==============================] - 0s 18ms/step >33, 67/693, d1=0.555, d2=0.497 g=1.421 2/2 [==============================] - 0s 19ms/step >33, 68/693, d1=0.657, d2=0.461 g=1.392 2/2 [==============================] - 0s 18ms/step >33, 69/693, d1=0.510, d2=0.654 g=1.243 2/2 [==============================] - 0s 16ms/step >33, 70/693, d1=0.555, d2=0.539 g=1.268 2/2 [==============================] - 0s 19ms/step >33, 71/693, d1=0.560, d2=0.417 g=1.328 2/2 [==============================] - 0s 19ms/step >33, 72/693, d1=0.573, d2=0.518 g=1.432 2/2 [==============================] - 0s 16ms/step >33, 73/693, d1=0.502, d2=0.533 g=1.365 2/2 [==============================] - 0s 17ms/step >33, 74/693, d1=0.560, d2=0.604 g=1.139 2/2 [==============================] - 0s 17ms/step >33, 75/693, d1=0.552, d2=0.614 g=1.197 2/2 [==============================] - 0s 17ms/step >33, 76/693, d1=0.504, d2=0.583 g=1.318 2/2 [==============================] - 0s 17ms/step >33, 77/693, d1=0.570, d2=0.520 g=1.295 2/2 [==============================] - 0s 17ms/step >33, 78/693, d1=0.560, d2=0.480 g=1.253 2/2 [==============================] - 0s 18ms/step >33, 79/693, d1=0.602, d2=0.507 g=1.234 2/2 [==============================] - 0s 16ms/step >33, 80/693, d1=0.480, d2=0.556 g=1.122 2/2 [==============================] - 0s 17ms/step >33, 81/693, d1=0.550, d2=0.549 g=1.169 2/2 [==============================] - 0s 17ms/step >33, 82/693, d1=0.539, d2=0.508 g=1.176 2/2 [==============================] - 0s 18ms/step >33, 83/693, d1=0.667, d2=0.572 g=1.239 2/2 [==============================] - 0s 17ms/step >33, 84/693, d1=0.554, d2=0.480 g=1.236 2/2 [==============================] - 0s 19ms/step >33, 85/693, d1=0.502, d2=0.542 g=1.241 2/2 [==============================] - 0s 18ms/step >33, 86/693, d1=0.600, d2=0.585 g=1.221 2/2 [==============================] - 0s 16ms/step >33, 87/693, d1=0.480, d2=0.512 g=1.160 2/2 [==============================] - 0s 16ms/step >33, 88/693, d1=0.516, d2=0.643 g=1.249 2/2 [==============================] - 0s 16ms/step >33, 89/693, d1=0.635, d2=0.594 g=1.226 2/2 [==============================] - 0s 18ms/step >33, 90/693, d1=0.573, d2=0.617 g=1.178 2/2 [==============================] - 0s 17ms/step >33, 91/693, d1=0.594, d2=0.598 g=1.211 2/2 [==============================] - 0s 17ms/step >33, 92/693, d1=0.557, d2=0.547 g=1.233 2/2 [==============================] - 0s 16ms/step >33, 93/693, d1=0.598, d2=0.484 g=1.255 2/2 [==============================] - 0s 16ms/step >33, 94/693, d1=0.538, d2=0.508 g=1.236 2/2 [==============================] - 0s 18ms/step >33, 95/693, d1=0.526, d2=0.519 g=1.250 2/2 [==============================] - 0s 17ms/step >33, 96/693, d1=0.557, d2=0.461 g=1.202 2/2 [==============================] - 0s 16ms/step >33, 97/693, d1=0.614, d2=0.591 g=1.330 2/2 [==============================] - 0s 17ms/step >33, 98/693, d1=0.569, d2=0.535 g=1.256 2/2 [==============================] - 0s 17ms/step >33, 99/693, d1=0.524, d2=0.514 g=1.208 2/2 [==============================] - 0s 18ms/step >33, 100/693, d1=0.535, d2=0.593 g=1.168 2/2 [==============================] - 0s 16ms/step >33, 101/693, d1=0.535, d2=0.630 g=1.088 2/2 [==============================] - 0s 17ms/step >33, 102/693, d1=0.497, d2=0.517 g=1.185 2/2 [==============================] - 0s 16ms/step >33, 103/693, d1=0.639, d2=0.486 g=1.188 2/2 [==============================] - 0s 18ms/step >33, 104/693, d1=0.449, d2=0.597 g=1.144 2/2 [==============================] - 0s 16ms/step >33, 105/693, d1=0.610, d2=0.588 g=1.143 2/2 [==============================] - 0s 18ms/step >33, 106/693, d1=0.483, d2=0.499 g=1.168 2/2 [==============================] - 0s 18ms/step >33, 107/693, d1=0.578, d2=0.587 g=1.222 2/2 [==============================] - 0s 17ms/step >33, 108/693, d1=0.612, d2=0.572 g=1.117 2/2 [==============================] - 0s 17ms/step >33, 109/693, d1=0.630, d2=0.644 g=1.191 2/2 [==============================] - 0s 19ms/step >33, 110/693, d1=0.551, d2=0.541 g=1.313 2/2 [==============================] - 0s 17ms/step >33, 111/693, d1=0.548, d2=0.563 g=1.306 2/2 [==============================] - 0s 16ms/step >33, 112/693, d1=0.593, d2=0.573 g=1.291 2/2 [==============================] - 0s 16ms/step >33, 113/693, d1=0.556, d2=0.646 g=1.200 2/2 [==============================] - 0s 17ms/step >33, 114/693, d1=0.475, d2=0.660 g=1.378 2/2 [==============================] - 0s 17ms/step >33, 115/693, d1=0.658, d2=0.441 g=1.215 2/2 [==============================] - 0s 18ms/step >33, 116/693, d1=0.651, d2=0.617 g=1.428 2/2 [==============================] - 0s 17ms/step >33, 117/693, d1=0.584, d2=0.544 g=1.239 2/2 [==============================] - 0s 17ms/step >33, 118/693, d1=0.594, d2=0.476 g=1.251 2/2 [==============================] - 0s 16ms/step >33, 119/693, d1=0.607, d2=0.532 g=1.287 2/2 [==============================] - 0s 16ms/step >33, 120/693, d1=0.628, d2=0.589 g=1.401 2/2 [==============================] - 0s 16ms/step >33, 121/693, d1=0.616, d2=0.607 g=1.274 2/2 [==============================] - 0s 17ms/step >33, 122/693, d1=0.778, d2=0.544 g=1.234 2/2 [==============================] - 0s 17ms/step >33, 123/693, d1=0.597, d2=0.465 g=1.134 2/2 [==============================] - 0s 16ms/step >33, 124/693, d1=0.567, d2=0.604 g=1.097 2/2 [==============================] - 0s 17ms/step >33, 125/693, d1=0.507, d2=0.626 g=1.088 2/2 [==============================] - 0s 17ms/step >33, 126/693, d1=0.562, d2=0.701 g=1.174 2/2 [==============================] - 0s 17ms/step >33, 127/693, d1=0.560, d2=0.464 g=1.222 2/2 [==============================] - 0s 16ms/step >33, 128/693, d1=0.606, d2=0.517 g=1.128 2/2 [==============================] - 0s 17ms/step >33, 129/693, d1=0.467, d2=0.599 g=1.216 2/2 [==============================] - 0s 16ms/step >33, 130/693, d1=0.504, d2=0.522 g=1.371 2/2 [==============================] - 0s 16ms/step >33, 131/693, d1=0.626, d2=0.459 g=1.245 2/2 [==============================] - 0s 17ms/step >33, 132/693, d1=0.624, d2=0.556 g=1.217 2/2 [==============================] - 0s 16ms/step >33, 133/693, d1=0.505, d2=0.606 g=1.093 2/2 [==============================] - 0s 18ms/step >33, 134/693, d1=0.610, d2=0.610 g=1.206 2/2 [==============================] - 0s 17ms/step >33, 135/693, d1=0.571, d2=0.533 g=1.332 2/2 [==============================] - 0s 17ms/step >33, 136/693, d1=0.630, d2=0.515 g=1.107 2/2 [==============================] - 0s 16ms/step >33, 137/693, d1=0.587, d2=0.595 g=1.109 2/2 [==============================] - 0s 17ms/step >33, 138/693, d1=0.580, d2=0.583 g=1.088 2/2 [==============================] - 0s 16ms/step >33, 139/693, d1=0.438, d2=0.521 g=1.058 2/2 [==============================] - 0s 17ms/step >33, 140/693, d1=0.451, d2=0.599 g=1.144 2/2 [==============================] - 0s 19ms/step >33, 141/693, d1=0.533, d2=0.615 g=1.115 2/2 [==============================] - 0s 18ms/step >33, 142/693, d1=0.564, d2=0.498 g=1.157 2/2 [==============================] - 0s 18ms/step >33, 143/693, d1=0.627, d2=0.568 g=1.188 2/2 [==============================] - 0s 18ms/step >33, 144/693, d1=0.639, d2=0.479 g=1.090 2/2 [==============================] - 0s 17ms/step >33, 145/693, d1=0.450, d2=0.539 g=1.161 2/2 [==============================] - 0s 18ms/step >33, 146/693, d1=0.517, d2=0.673 g=1.249 2/2 [==============================] - 0s 17ms/step >33, 147/693, d1=0.594, d2=0.618 g=1.270 2/2 [==============================] - 0s 18ms/step >33, 148/693, d1=0.597, d2=0.548 g=1.406 2/2 [==============================] - 0s 18ms/step >33, 149/693, d1=0.657, d2=0.429 g=1.270 2/2 [==============================] - 0s 18ms/step >33, 150/693, d1=0.662, d2=0.554 g=1.150 2/2 [==============================] - 0s 16ms/step >33, 151/693, d1=0.632, d2=0.654 g=1.092 2/2 [==============================] - 0s 16ms/step >33, 152/693, d1=0.568, d2=0.649 g=1.279 2/2 [==============================] - 0s 17ms/step >33, 153/693, d1=0.491, d2=0.664 g=1.259 2/2 [==============================] - 0s 16ms/step >33, 154/693, d1=0.506, d2=0.473 g=1.255 2/2 [==============================] - 0s 17ms/step >33, 155/693, d1=0.554, d2=0.416 g=1.323 2/2 [==============================] - 0s 16ms/step >33, 156/693, d1=0.572, d2=0.570 g=1.170 2/2 [==============================] - 0s 18ms/step >33, 157/693, d1=0.561, d2=0.519 g=1.220 2/2 [==============================] - 0s 18ms/step >33, 158/693, d1=0.507, d2=0.489 g=1.269 2/2 [==============================] - 0s 18ms/step >33, 159/693, d1=0.534, d2=0.552 g=1.255 2/2 [==============================] - 0s 18ms/step >33, 160/693, d1=0.500, d2=0.571 g=1.286 2/2 [==============================] - 0s 17ms/step >33, 161/693, d1=0.488, d2=0.615 g=1.319 2/2 [==============================] - 0s 17ms/step >33, 162/693, d1=0.588, d2=0.442 g=1.266 2/2 [==============================] - 0s 18ms/step >33, 163/693, d1=0.578, d2=0.417 g=1.239 2/2 [==============================] - 0s 17ms/step >33, 164/693, d1=0.531, d2=0.518 g=1.166 2/2 [==============================] - 0s 17ms/step >33, 165/693, d1=0.553, d2=0.683 g=1.157 2/2 [==============================] - 0s 20ms/step >33, 166/693, d1=0.574, d2=0.504 g=1.156 2/2 [==============================] - 0s 17ms/step >33, 167/693, d1=0.570, d2=0.581 g=1.241 2/2 [==============================] - 0s 19ms/step >33, 168/693, d1=0.514, d2=0.474 g=1.181 2/2 [==============================] - 0s 16ms/step >33, 169/693, d1=0.574, d2=0.569 g=1.201 2/2 [==============================] - 0s 18ms/step >33, 170/693, d1=0.619, d2=0.557 g=1.065 2/2 [==============================] - 0s 19ms/step >33, 171/693, d1=0.452, d2=0.623 g=1.179 2/2 [==============================] - 0s 20ms/step >33, 172/693, d1=0.612, d2=0.650 g=1.242 2/2 [==============================] - 0s 18ms/step >33, 173/693, d1=0.652, d2=0.551 g=1.233 2/2 [==============================] - 0s 21ms/step >33, 174/693, d1=0.571, d2=0.547 g=1.284 2/2 [==============================] - 0s 16ms/step >33, 175/693, d1=0.542, d2=0.516 g=1.175 2/2 [==============================] - 0s 16ms/step >33, 176/693, d1=0.594, d2=0.561 g=1.095 2/2 [==============================] - 0s 16ms/step >33, 177/693, d1=0.554, d2=0.667 g=1.198 2/2 [==============================] - 0s 18ms/step >33, 178/693, d1=0.578, d2=0.635 g=1.219 2/2 [==============================] - 0s 17ms/step >33, 179/693, d1=0.608, d2=0.543 g=1.242 2/2 [==============================] - 0s 15ms/step >33, 180/693, d1=0.530, d2=0.495 g=1.167 2/2 [==============================] - 0s 16ms/step >33, 181/693, d1=0.632, d2=0.536 g=1.218 2/2 [==============================] - 0s 18ms/step >33, 182/693, d1=0.559, d2=0.509 g=1.209 2/2 [==============================] - 0s 16ms/step >33, 183/693, d1=0.562, d2=0.583 g=1.228 2/2 [==============================] - 0s 17ms/step >33, 184/693, d1=0.581, d2=0.513 g=1.252 2/2 [==============================] - 0s 17ms/step >33, 185/693, d1=0.711, d2=0.633 g=1.215 2/2 [==============================] - 0s 16ms/step >33, 186/693, d1=0.416, d2=0.537 g=1.351 2/2 [==============================] - 0s 17ms/step >33, 187/693, d1=0.508, d2=0.599 g=1.258 2/2 [==============================] - 0s 18ms/step >33, 188/693, d1=0.605, d2=0.565 g=1.421 2/2 [==============================] - 0s 16ms/step >33, 189/693, d1=0.583, d2=0.437 g=1.296 2/2 [==============================] - 0s 18ms/step >33, 190/693, d1=0.647, d2=0.600 g=1.296 2/2 [==============================] - 0s 17ms/step >33, 191/693, d1=0.601, d2=0.623 g=1.334 2/2 [==============================] - 0s 17ms/step >33, 192/693, d1=0.584, d2=0.634 g=1.199 2/2 [==============================] - 0s 16ms/step >33, 193/693, d1=0.575, d2=0.574 g=1.287 2/2 [==============================] - 0s 17ms/step >33, 194/693, d1=0.563, d2=0.584 g=1.220 2/2 [==============================] - 0s 17ms/step >33, 195/693, d1=0.619, d2=0.527 g=1.225 2/2 [==============================] - 0s 18ms/step >33, 196/693, d1=0.649, d2=0.558 g=1.179 2/2 [==============================] - 0s 16ms/step >33, 197/693, d1=0.545, d2=0.631 g=1.147 2/2 [==============================] - 0s 18ms/step >33, 198/693, d1=0.549, d2=0.505 g=1.207 2/2 [==============================] - 0s 17ms/step >33, 199/693, d1=0.548, d2=0.496 g=1.105 2/2 [==============================] - 0s 16ms/step >33, 200/693, d1=0.509, d2=0.578 g=1.251 2/2 [==============================] - 0s 16ms/step >33, 201/693, d1=0.560, d2=0.622 g=1.227 2/2 [==============================] - 0s 17ms/step >33, 202/693, d1=0.560, d2=0.641 g=1.273 2/2 [==============================] - 0s 16ms/step >33, 203/693, d1=0.630, d2=0.445 g=1.278 2/2 [==============================] - 0s 19ms/step >33, 204/693, d1=0.611, d2=0.508 g=1.229 2/2 [==============================] - 0s 16ms/step >33, 205/693, d1=0.543, d2=0.582 g=1.370 2/2 [==============================] - 0s 17ms/step >33, 206/693, d1=0.646, d2=0.566 g=1.267 2/2 [==============================] - 0s 16ms/step >33, 207/693, d1=0.731, d2=0.604 g=1.145 2/2 [==============================] - 0s 16ms/step >33, 208/693, d1=0.547, d2=0.558 g=1.127 2/2 [==============================] - 0s 17ms/step >33, 209/693, d1=0.540, d2=0.552 g=1.261 2/2 [==============================] - 0s 17ms/step >33, 210/693, d1=0.588, d2=0.607 g=1.249 2/2 [==============================] - 0s 17ms/step >33, 211/693, d1=0.532, d2=0.553 g=1.182 2/2 [==============================] - 0s 18ms/step >33, 212/693, d1=0.686, d2=0.553 g=1.226 2/2 [==============================] - 0s 20ms/step >33, 213/693, d1=0.504, d2=0.543 g=1.185 2/2 [==============================] - 0s 17ms/step >33, 214/693, d1=0.585, d2=0.529 g=1.134 2/2 [==============================] - 0s 17ms/step >33, 215/693, d1=0.540, d2=0.588 g=1.249 2/2 [==============================] - 0s 17ms/step >33, 216/693, d1=0.585, d2=0.591 g=1.235 2/2 [==============================] - 0s 20ms/step >33, 217/693, d1=0.580, d2=0.476 g=1.272 2/2 [==============================] - 0s 17ms/step >33, 218/693, d1=0.555, d2=0.508 g=1.212 2/2 [==============================] - 0s 17ms/step >33, 219/693, d1=0.631, d2=0.666 g=1.273 2/2 [==============================] - 0s 16ms/step >33, 220/693, d1=0.590, d2=0.613 g=1.115 2/2 [==============================] - 0s 16ms/step >33, 221/693, d1=0.539, d2=0.439 g=1.241 2/2 [==============================] - 0s 16ms/step >33, 222/693, d1=0.657, d2=0.526 g=1.186 2/2 [==============================] - 0s 16ms/step >33, 223/693, d1=0.478, d2=0.563 g=1.194 2/2 [==============================] - 0s 17ms/step >33, 224/693, d1=0.523, d2=0.655 g=1.197 2/2 [==============================] - 0s 16ms/step >33, 225/693, d1=0.477, d2=0.596 g=1.359 2/2 [==============================] - 0s 17ms/step >33, 226/693, d1=0.660, d2=0.437 g=1.278 2/2 [==============================] - 0s 17ms/step >33, 227/693, d1=0.534, d2=0.522 g=1.276 2/2 [==============================] - 0s 17ms/step >33, 228/693, d1=0.683, d2=0.496 g=1.264 2/2 [==============================] - 0s 16ms/step >33, 229/693, d1=0.591, d2=0.530 g=1.213 2/2 [==============================] - 0s 17ms/step >33, 230/693, d1=0.551, d2=0.622 g=1.188 2/2 [==============================] - 0s 18ms/step >33, 231/693, d1=0.564, d2=0.563 g=1.364 2/2 [==============================] - 0s 18ms/step >33, 232/693, d1=0.559, d2=0.537 g=1.164 2/2 [==============================] - 0s 17ms/step >33, 233/693, d1=0.565, d2=0.562 g=1.327 2/2 [==============================] - 0s 16ms/step >33, 234/693, d1=0.498, d2=0.578 g=1.175 2/2 [==============================] - 0s 18ms/step >33, 235/693, d1=0.614, d2=0.687 g=1.237 2/2 [==============================] - 0s 16ms/step >33, 236/693, d1=0.670, d2=0.531 g=1.377 2/2 [==============================] - 0s 17ms/step >33, 237/693, d1=0.453, d2=0.535 g=1.407 2/2 [==============================] - 0s 17ms/step >33, 238/693, d1=0.583, d2=0.424 g=1.437 2/2 [==============================] - 0s 16ms/step >33, 239/693, d1=0.556, d2=0.510 g=1.277 2/2 [==============================] - 0s 17ms/step >33, 240/693, d1=0.610, d2=0.557 g=1.116 2/2 [==============================] - 0s 17ms/step >33, 241/693, d1=0.514, d2=0.680 g=1.136 2/2 [==============================] - 0s 17ms/step >33, 242/693, d1=0.590, d2=0.630 g=1.201 2/2 [==============================] - 0s 17ms/step >33, 243/693, d1=0.598, d2=0.648 g=1.323 2/2 [==============================] - 0s 17ms/step >33, 244/693, d1=0.573, d2=0.501 g=1.237 2/2 [==============================] - 0s 16ms/step >33, 245/693, d1=0.661, d2=0.552 g=1.197 2/2 [==============================] - 0s 17ms/step >33, 246/693, d1=0.499, d2=0.374 g=1.273 2/2 [==============================] - 0s 17ms/step >33, 247/693, d1=0.622, d2=0.548 g=1.080 2/2 [==============================] - 0s 17ms/step >33, 248/693, d1=0.466, d2=0.641 g=1.181 2/2 [==============================] - 0s 17ms/step >33, 249/693, d1=0.513, d2=0.561 g=1.163 2/2 [==============================] - 0s 17ms/step >33, 250/693, d1=0.594, d2=0.576 g=1.207 2/2 [==============================] - 0s 16ms/step >33, 251/693, d1=0.595, d2=0.506 g=1.221 2/2 [==============================] - 0s 17ms/step >33, 252/693, d1=0.499, d2=0.530 g=1.245 2/2 [==============================] - 0s 17ms/step >33, 253/693, d1=0.613, d2=0.501 g=1.307 2/2 [==============================] - 0s 16ms/step >33, 254/693, d1=0.543, d2=0.565 g=1.235 2/2 [==============================] - 0s 16ms/step >33, 255/693, d1=0.465, d2=0.485 g=1.238 2/2 [==============================] - 0s 17ms/step >33, 256/693, d1=0.547, d2=0.492 g=1.303 2/2 [==============================] - 0s 17ms/step >33, 257/693, d1=0.654, d2=0.644 g=1.317 2/2 [==============================] - 0s 17ms/step >33, 258/693, d1=0.533, d2=0.518 g=1.320 2/2 [==============================] - 0s 17ms/step >33, 259/693, d1=0.551, d2=0.522 g=1.214 2/2 [==============================] - 0s 16ms/step >33, 260/693, d1=0.555, d2=0.582 g=1.328 2/2 [==============================] - 0s 17ms/step >33, 261/693, d1=0.564, d2=0.552 g=1.218 2/2 [==============================] - 0s 16ms/step >33, 262/693, d1=0.539, d2=0.657 g=1.179 2/2 [==============================] - 0s 16ms/step >33, 263/693, d1=0.639, d2=0.547 g=1.316 2/2 [==============================] - 0s 16ms/step >33, 264/693, d1=0.627, d2=0.609 g=1.265 2/2 [==============================] - 0s 17ms/step >33, 265/693, d1=0.573, d2=0.485 g=1.269 2/2 [==============================] - 0s 17ms/step >33, 266/693, d1=0.567, d2=0.569 g=1.178 2/2 [==============================] - 0s 18ms/step >33, 267/693, d1=0.574, d2=0.535 g=1.202 2/2 [==============================] - 0s 17ms/step >33, 268/693, d1=0.576, d2=0.556 g=1.162 2/2 [==============================] - 0s 18ms/step >33, 269/693, d1=0.410, d2=0.562 g=1.215 2/2 [==============================] - 0s 17ms/step >33, 270/693, d1=0.535, d2=0.448 g=1.231 2/2 [==============================] - 0s 17ms/step >33, 271/693, d1=0.570, d2=0.503 g=1.296 2/2 [==============================] - 0s 17ms/step >33, 272/693, d1=0.527, d2=0.512 g=1.336 2/2 [==============================] - 0s 17ms/step >33, 273/693, d1=0.568, d2=0.527 g=1.304 2/2 [==============================] - 0s 17ms/step >33, 274/693, d1=0.514, d2=0.604 g=1.247 2/2 [==============================] - 0s 17ms/step >33, 275/693, d1=0.550, d2=0.518 g=1.233 2/2 [==============================] - 0s 18ms/step >33, 276/693, d1=0.518, d2=0.459 g=1.188 2/2 [==============================] - 0s 16ms/step >33, 277/693, d1=0.634, d2=0.492 g=1.244 2/2 [==============================] - 0s 16ms/step >33, 278/693, d1=0.553, d2=0.768 g=1.261 2/2 [==============================] - 0s 17ms/step >33, 279/693, d1=0.620, d2=0.578 g=1.151 2/2 [==============================] - 0s 17ms/step >33, 280/693, d1=0.605, d2=0.518 g=1.217 2/2 [==============================] - 0s 17ms/step >33, 281/693, d1=0.519, d2=0.640 g=1.394 2/2 [==============================] - 0s 17ms/step >33, 282/693, d1=0.617, d2=0.519 g=1.229 2/2 [==============================] - 0s 18ms/step >33, 283/693, d1=0.573, d2=0.579 g=1.234 2/2 [==============================] - 0s 17ms/step >33, 284/693, d1=0.566, d2=0.631 g=1.248 2/2 [==============================] - 0s 20ms/step >33, 285/693, d1=0.510, d2=0.490 g=1.317 2/2 [==============================] - 0s 17ms/step >33, 286/693, d1=0.593, d2=0.535 g=1.316 2/2 [==============================] - 0s 18ms/step >33, 287/693, d1=0.564, d2=0.579 g=1.309 2/2 [==============================] - 0s 17ms/step >33, 288/693, d1=0.553, d2=0.515 g=1.276 2/2 [==============================] - 0s 17ms/step >33, 289/693, d1=0.570, d2=0.585 g=1.356 2/2 [==============================] - 0s 17ms/step >33, 290/693, d1=0.517, d2=0.573 g=1.356 2/2 [==============================] - 0s 16ms/step >33, 291/693, d1=0.607, d2=0.497 g=1.354 2/2 [==============================] - 0s 17ms/step >33, 292/693, d1=0.605, d2=0.577 g=1.147 2/2 [==============================] - 0s 17ms/step >33, 293/693, d1=0.667, d2=0.563 g=1.163 2/2 [==============================] - 0s 19ms/step >33, 294/693, d1=0.573, d2=0.555 g=1.163 2/2 [==============================] - 0s 17ms/step >33, 295/693, d1=0.503, d2=0.640 g=1.259 2/2 [==============================] - 0s 17ms/step >33, 296/693, d1=0.593, d2=0.574 g=1.183 2/2 [==============================] - 0s 17ms/step >33, 297/693, d1=0.600, d2=0.535 g=1.183 2/2 [==============================] - 0s 18ms/step >33, 298/693, d1=0.510, d2=0.659 g=1.275 2/2 [==============================] - 0s 19ms/step >33, 299/693, d1=0.502, d2=0.490 g=1.369 2/2 [==============================] - 0s 16ms/step >33, 300/693, d1=0.682, d2=0.581 g=1.224 2/2 [==============================] - 0s 17ms/step >33, 301/693, d1=0.564, d2=0.587 g=1.271 2/2 [==============================] - 0s 16ms/step >33, 302/693, d1=0.554, d2=0.596 g=1.315 2/2 [==============================] - 0s 17ms/step >33, 303/693, d1=0.611, d2=0.489 g=1.288 2/2 [==============================] - 0s 17ms/step >33, 304/693, d1=0.565, d2=0.565 g=1.426 2/2 [==============================] - 0s 18ms/step >33, 305/693, d1=0.646, d2=0.515 g=1.168 2/2 [==============================] - 0s 16ms/step >33, 306/693, d1=0.536, d2=0.610 g=1.121 2/2 [==============================] - 0s 17ms/step >33, 307/693, d1=0.493, d2=0.550 g=1.263 2/2 [==============================] - 0s 17ms/step >33, 308/693, d1=0.591, d2=0.503 g=1.093 2/2 [==============================] - 0s 17ms/step >33, 309/693, d1=0.614, d2=0.546 g=1.195 2/2 [==============================] - 0s 17ms/step >33, 310/693, d1=0.601, d2=0.515 g=1.202 2/2 [==============================] - 0s 17ms/step >33, 311/693, d1=0.555, d2=0.502 g=1.136 2/2 [==============================] - 0s 16ms/step >33, 312/693, d1=0.554, d2=0.655 g=1.213 2/2 [==============================] - 0s 17ms/step >33, 313/693, d1=0.494, d2=0.508 g=1.296 2/2 [==============================] - 0s 17ms/step >33, 314/693, d1=0.477, d2=0.570 g=1.182 2/2 [==============================] - 0s 18ms/step >33, 315/693, d1=0.582, d2=0.460 g=1.278 2/2 [==============================] - 0s 17ms/step >33, 316/693, d1=0.527, d2=0.496 g=1.100 2/2 [==============================] - 0s 16ms/step >33, 317/693, d1=0.555, d2=0.613 g=1.188 2/2 [==============================] - 0s 17ms/step >33, 318/693, d1=0.574, d2=0.649 g=1.219 2/2 [==============================] - 0s 17ms/step >33, 319/693, d1=0.566, d2=0.617 g=1.153 2/2 [==============================] - 0s 17ms/step >33, 320/693, d1=0.590, d2=0.621 g=1.225 2/2 [==============================] - 0s 18ms/step >33, 321/693, d1=0.618, d2=0.582 g=1.225 2/2 [==============================] - 0s 16ms/step >33, 322/693, d1=0.545, d2=0.524 g=1.268 2/2 [==============================] - 0s 16ms/step >33, 323/693, d1=0.566, d2=0.481 g=1.289 2/2 [==============================] - 0s 16ms/step >33, 324/693, d1=0.594, d2=0.443 g=1.224 2/2 [==============================] - 0s 16ms/step >33, 325/693, d1=0.529, d2=0.599 g=1.453 2/2 [==============================] - 0s 17ms/step >33, 326/693, d1=0.600, d2=0.547 g=1.172 2/2 [==============================] - 0s 16ms/step >33, 327/693, d1=0.515, d2=0.476 g=1.358 2/2 [==============================] - 0s 16ms/step >33, 328/693, d1=0.536, d2=0.576 g=1.200 2/2 [==============================] - 0s 17ms/step >33, 329/693, d1=0.553, d2=0.780 g=1.339 2/2 [==============================] - 0s 17ms/step >33, 330/693, d1=0.556, d2=0.499 g=1.266 2/2 [==============================] - 0s 18ms/step >33, 331/693, d1=0.784, d2=0.539 g=1.372 2/2 [==============================] - 0s 17ms/step >33, 332/693, d1=0.550, d2=0.491 g=1.317 2/2 [==============================] - 0s 17ms/step >33, 333/693, d1=0.595, d2=0.583 g=1.240 2/2 [==============================] - 0s 18ms/step >33, 334/693, d1=0.523, d2=0.554 g=1.234 2/2 [==============================] - 0s 20ms/step >33, 335/693, d1=0.599, d2=0.655 g=1.178 2/2 [==============================] - 0s 16ms/step >33, 336/693, d1=0.560, d2=0.509 g=1.220 2/2 [==============================] - 0s 17ms/step >33, 337/693, d1=0.541, d2=0.532 g=1.270 2/2 [==============================] - 0s 17ms/step >33, 338/693, d1=0.550, d2=0.559 g=1.358 2/2 [==============================] - 0s 17ms/step >33, 339/693, d1=0.677, d2=0.555 g=1.337 2/2 [==============================] - 0s 17ms/step >33, 340/693, d1=0.610, d2=0.514 g=1.373 2/2 [==============================] - 0s 17ms/step >33, 341/693, d1=0.605, d2=0.563 g=1.486 2/2 [==============================] - 0s 16ms/step >33, 342/693, d1=0.527, d2=0.640 g=1.109 2/2 [==============================] - 0s 17ms/step >33, 343/693, d1=0.550, d2=0.634 g=1.634 2/2 [==============================] - 0s 18ms/step >33, 344/693, d1=0.702, d2=0.391 g=1.452 2/2 [==============================] - 0s 17ms/step >33, 345/693, d1=0.639, d2=0.414 g=1.738 2/2 [==============================] - 0s 16ms/step >33, 346/693, d1=0.638, d2=0.395 g=1.512 2/2 [==============================] - 0s 17ms/step >33, 347/693, d1=0.426, d2=0.385 g=1.600 2/2 [==============================] - 0s 17ms/step >33, 348/693, d1=0.439, d2=0.488 g=1.452 2/2 [==============================] - 0s 16ms/step >33, 349/693, d1=0.449, d2=0.742 g=1.337 2/2 [==============================] - 0s 17ms/step >33, 350/693, d1=0.621, d2=0.530 g=1.282 2/2 [==============================] - 0s 18ms/step >33, 351/693, d1=0.493, d2=0.543 g=1.343 2/2 [==============================] - 0s 17ms/step >33, 352/693, d1=0.640, d2=0.491 g=1.199 2/2 [==============================] - 0s 17ms/step >33, 353/693, d1=0.497, d2=0.579 g=1.260 2/2 [==============================] - 0s 17ms/step >33, 354/693, d1=0.583, d2=0.576 g=1.184 2/2 [==============================] - 0s 17ms/step >33, 355/693, d1=0.518, d2=0.612 g=1.130 2/2 [==============================] - 0s 16ms/step >33, 356/693, d1=0.640, d2=0.525 g=1.136 2/2 [==============================] - 0s 16ms/step >33, 357/693, d1=0.515, d2=0.509 g=1.143 2/2 [==============================] - 0s 17ms/step >33, 358/693, d1=0.563, d2=0.528 g=1.232 2/2 [==============================] - 0s 16ms/step >33, 359/693, d1=0.615, d2=0.653 g=1.250 2/2 [==============================] - 0s 16ms/step >33, 360/693, d1=0.570, d2=0.602 g=1.296 2/2 [==============================] - 0s 17ms/step >33, 361/693, d1=0.579, d2=0.493 g=1.070 2/2 [==============================] - 0s 17ms/step >33, 362/693, d1=0.459, d2=0.587 g=1.231 2/2 [==============================] - 0s 18ms/step >33, 363/693, d1=0.641, d2=0.559 g=1.372 2/2 [==============================] - 0s 17ms/step >33, 364/693, d1=0.540, d2=0.572 g=1.175 2/2 [==============================] - 0s 17ms/step >33, 365/693, d1=0.555, d2=0.637 g=1.216 2/2 [==============================] - 0s 17ms/step >33, 366/693, d1=0.517, d2=0.475 g=1.222 2/2 [==============================] - 0s 18ms/step >33, 367/693, d1=0.602, d2=0.623 g=1.207 2/2 [==============================] - 0s 18ms/step >33, 368/693, d1=0.612, d2=0.553 g=1.190 2/2 [==============================] - 0s 18ms/step >33, 369/693, d1=0.570, d2=0.431 g=1.133 2/2 [==============================] - 0s 18ms/step >33, 370/693, d1=0.598, d2=0.520 g=1.149 2/2 [==============================] - 0s 17ms/step >33, 371/693, d1=0.498, d2=0.536 g=1.174 2/2 [==============================] - 0s 16ms/step >33, 372/693, d1=0.525, d2=0.526 g=1.144 2/2 [==============================] - 0s 19ms/step >33, 373/693, d1=0.515, d2=0.509 g=1.252 2/2 [==============================] - 0s 17ms/step >33, 374/693, d1=0.668, d2=0.633 g=1.112 2/2 [==============================] - 0s 22ms/step >33, 375/693, d1=0.492, d2=0.551 g=1.174 2/2 [==============================] - 0s 18ms/step >33, 376/693, d1=0.718, d2=0.678 g=1.256 2/2 [==============================] - 0s 19ms/step >33, 377/693, d1=0.641, d2=0.594 g=1.189 2/2 [==============================] - 0s 20ms/step >33, 378/693, d1=0.577, d2=0.475 g=1.258 2/2 [==============================] - 0s 20ms/step >33, 379/693, d1=0.521, d2=0.522 g=1.215 2/2 [==============================] - 0s 20ms/step >33, 380/693, d1=0.599, d2=0.500 g=1.285 2/2 [==============================] - 0s 20ms/step >33, 381/693, d1=0.616, d2=0.576 g=1.099 2/2 [==============================] - 0s 18ms/step >33, 382/693, d1=0.499, d2=0.504 g=1.254 2/2 [==============================] - 0s 20ms/step >33, 383/693, d1=0.550, d2=0.628 g=1.155 2/2 [==============================] - 0s 20ms/step >33, 384/693, d1=0.580, d2=0.616 g=1.293 2/2 [==============================] - 0s 20ms/step >33, 385/693, d1=0.523, d2=0.635 g=1.302 2/2 [==============================] - 0s 20ms/step >33, 386/693, d1=0.582, d2=0.499 g=1.275 2/2 [==============================] - 0s 18ms/step >33, 387/693, d1=0.577, d2=0.540 g=1.279 2/2 [==============================] - 0s 20ms/step >33, 388/693, d1=0.543, d2=0.620 g=1.207 2/2 [==============================] - 0s 19ms/step >33, 389/693, d1=0.602, d2=0.475 g=1.375 2/2 [==============================] - 0s 21ms/step >33, 390/693, d1=0.504, d2=0.473 g=1.357 2/2 [==============================] - 0s 19ms/step >33, 391/693, d1=0.624, d2=0.568 g=1.346 2/2 [==============================] - 0s 20ms/step >33, 392/693, d1=0.563, d2=0.532 g=1.284 2/2 [==============================] - 0s 19ms/step >33, 393/693, d1=0.574, d2=0.565 g=1.116 2/2 [==============================] - 0s 20ms/step >33, 394/693, d1=0.530, d2=0.599 g=1.145 2/2 [==============================] - 0s 21ms/step >33, 395/693, d1=0.462, d2=0.582 g=1.155 2/2 [==============================] - 0s 17ms/step >33, 396/693, d1=0.614, d2=0.528 g=1.350 2/2 [==============================] - 0s 17ms/step >33, 397/693, d1=0.664, d2=0.539 g=1.420 2/2 [==============================] - 0s 16ms/step >33, 398/693, d1=0.692, d2=0.563 g=1.191 2/2 [==============================] - 0s 17ms/step >33, 399/693, d1=0.587, d2=0.589 g=1.164 2/2 [==============================] - 0s 17ms/step >33, 400/693, d1=0.570, d2=0.597 g=1.144 2/2 [==============================] - 0s 18ms/step >33, 401/693, d1=0.690, d2=0.587 g=1.228 2/2 [==============================] - 0s 16ms/step >33, 402/693, d1=0.585, d2=0.561 g=1.243 2/2 [==============================] - 0s 17ms/step >33, 403/693, d1=0.686, d2=0.583 g=1.225 2/2 [==============================] - 0s 17ms/step >33, 404/693, d1=0.478, d2=0.603 g=1.182 2/2 [==============================] - 0s 19ms/step >33, 405/693, d1=0.511, d2=0.528 g=1.353 2/2 [==============================] - 0s 17ms/step >33, 406/693, d1=0.550, d2=0.621 g=1.176 2/2 [==============================] - 0s 19ms/step >33, 407/693, d1=0.571, d2=0.511 g=1.217 2/2 [==============================] - 0s 17ms/step >33, 408/693, d1=0.593, d2=0.554 g=1.170 2/2 [==============================] - 0s 17ms/step >33, 409/693, d1=0.555, d2=0.632 g=1.195 2/2 [==============================] - 0s 18ms/step >33, 410/693, d1=0.531, d2=0.496 g=1.260 2/2 [==============================] - 0s 18ms/step >33, 411/693, d1=0.567, d2=0.523 g=1.193 2/2 [==============================] - 0s 18ms/step >33, 412/693, d1=0.525, d2=0.615 g=1.159 2/2 [==============================] - 0s 18ms/step >33, 413/693, d1=0.588, d2=0.531 g=1.184 2/2 [==============================] - 0s 17ms/step >33, 414/693, d1=0.595, d2=0.514 g=1.219 2/2 [==============================] - 0s 17ms/step >33, 415/693, d1=0.560, d2=0.479 g=1.245 2/2 [==============================] - 0s 17ms/step >33, 416/693, d1=0.657, d2=0.576 g=1.094 2/2 [==============================] - 0s 18ms/step >33, 417/693, d1=0.561, d2=0.594 g=1.187 2/2 [==============================] - 0s 17ms/step >33, 418/693, d1=0.559, d2=0.579 g=1.148 2/2 [==============================] - 0s 18ms/step >33, 419/693, d1=0.531, d2=0.519 g=1.165 2/2 [==============================] - 0s 17ms/step >33, 420/693, d1=0.633, d2=0.504 g=1.226 2/2 [==============================] - 0s 16ms/step >33, 421/693, d1=0.517, d2=0.588 g=1.097 2/2 [==============================] - 0s 19ms/step >33, 422/693, d1=0.620, d2=0.615 g=1.131 2/2 [==============================] - 0s 17ms/step >33, 423/693, d1=0.590, d2=0.578 g=1.281 2/2 [==============================] - 0s 18ms/step >33, 424/693, d1=0.542, d2=0.454 g=1.270 2/2 [==============================] - 0s 19ms/step >33, 425/693, d1=0.523, d2=0.516 g=1.129 2/2 [==============================] - 0s 18ms/step >33, 426/693, d1=0.591, d2=0.550 g=1.293 2/2 [==============================] - 0s 17ms/step >33, 427/693, d1=0.483, d2=0.577 g=1.266 2/2 [==============================] - 0s 18ms/step >33, 428/693, d1=0.574, d2=0.518 g=1.257 2/2 [==============================] - 0s 17ms/step >33, 429/693, d1=0.554, d2=0.635 g=1.236 2/2 [==============================] - 0s 18ms/step >33, 430/693, d1=0.517, d2=0.577 g=1.305 2/2 [==============================] - 0s 17ms/step >33, 431/693, d1=0.692, d2=0.560 g=1.136 2/2 [==============================] - 0s 18ms/step >33, 432/693, d1=0.612, d2=0.686 g=1.285 2/2 [==============================] - 0s 18ms/step >33, 433/693, d1=0.637, d2=0.590 g=1.187 2/2 [==============================] - 0s 17ms/step >33, 434/693, d1=0.530, d2=0.508 g=1.186 2/2 [==============================] - 0s 16ms/step >33, 435/693, d1=0.503, d2=0.545 g=1.206 2/2 [==============================] - 0s 18ms/step >33, 436/693, d1=0.603, d2=0.627 g=1.252 2/2 [==============================] - 0s 16ms/step >33, 437/693, d1=0.594, d2=0.472 g=1.131 2/2 [==============================] - 0s 18ms/step >33, 438/693, d1=0.540, d2=0.585 g=1.159 2/2 [==============================] - 0s 18ms/step >33, 439/693, d1=0.569, d2=0.647 g=1.128 2/2 [==============================] - 0s 17ms/step >33, 440/693, d1=0.558, d2=0.536 g=1.118 2/2 [==============================] - 0s 17ms/step >33, 441/693, d1=0.568, d2=0.545 g=1.232 2/2 [==============================] - 0s 17ms/step >33, 442/693, d1=0.566, d2=0.546 g=1.233 2/2 [==============================] - 0s 17ms/step >33, 443/693, d1=0.602, d2=0.541 g=1.153 2/2 [==============================] - 0s 17ms/step >33, 444/693, d1=0.515, d2=0.668 g=1.209 2/2 [==============================] - 0s 17ms/step >33, 445/693, d1=0.574, d2=0.607 g=1.206 2/2 [==============================] - 0s 17ms/step >33, 446/693, d1=0.541, d2=0.545 g=1.105 2/2 [==============================] - 0s 15ms/step >33, 447/693, d1=0.623, d2=0.472 g=1.229 2/2 [==============================] - 0s 17ms/step >33, 448/693, d1=0.625, d2=0.598 g=1.089 2/2 [==============================] - 0s 17ms/step >33, 449/693, d1=0.514, d2=0.502 g=1.124 2/2 [==============================] - 0s 17ms/step >33, 450/693, d1=0.612, d2=0.560 g=1.118 2/2 [==============================] - 0s 18ms/step >33, 451/693, d1=0.512, d2=0.594 g=1.221 2/2 [==============================] - 0s 18ms/step >33, 452/693, d1=0.541, d2=0.525 g=1.257 2/2 [==============================] - 0s 18ms/step >33, 453/693, d1=0.513, d2=0.497 g=1.236 2/2 [==============================] - 0s 18ms/step >33, 454/693, d1=0.597, d2=0.529 g=1.279 2/2 [==============================] - 0s 18ms/step >33, 455/693, d1=0.719, d2=0.596 g=1.188 2/2 [==============================] - 0s 17ms/step >33, 456/693, d1=0.484, d2=0.581 g=1.206 2/2 [==============================] - 0s 18ms/step >33, 457/693, d1=0.647, d2=0.530 g=1.179 2/2 [==============================] - 0s 17ms/step >33, 458/693, d1=0.604, d2=0.678 g=1.263 2/2 [==============================] - 0s 19ms/step >33, 459/693, d1=0.522, d2=0.581 g=1.139 2/2 [==============================] - 0s 17ms/step >33, 460/693, d1=0.525, d2=0.482 g=1.204 2/2 [==============================] - 0s 18ms/step >33, 461/693, d1=0.488, d2=0.499 g=1.217 2/2 [==============================] - 0s 18ms/step >33, 462/693, d1=0.687, d2=0.463 g=1.162 2/2 [==============================] - 0s 19ms/step >33, 463/693, d1=0.561, d2=0.523 g=1.205 2/2 [==============================] - 0s 20ms/step >33, 464/693, d1=0.523, d2=0.597 g=1.135 2/2 [==============================] - 0s 18ms/step >33, 465/693, d1=0.587, d2=0.519 g=1.170 2/2 [==============================] - 0s 17ms/step >33, 466/693, d1=0.583, d2=0.616 g=1.325 2/2 [==============================] - 0s 18ms/step >33, 467/693, d1=0.595, d2=0.591 g=1.231 2/2 [==============================] - 0s 17ms/step >33, 468/693, d1=0.527, d2=0.592 g=1.113 2/2 [==============================] - 0s 18ms/step >33, 469/693, d1=0.603, d2=0.664 g=1.126 2/2 [==============================] - 0s 17ms/step >33, 470/693, d1=0.482, d2=0.532 g=1.383 2/2 [==============================] - 0s 18ms/step >33, 471/693, d1=0.620, d2=0.495 g=1.154 2/2 [==============================] - 0s 18ms/step >33, 472/693, d1=0.590, d2=0.593 g=1.163 2/2 [==============================] - 0s 18ms/step >33, 473/693, d1=0.649, d2=0.549 g=1.123 2/2 [==============================] - 0s 17ms/step >33, 474/693, d1=0.416, d2=0.612 g=1.212 2/2 [==============================] - 0s 18ms/step >33, 475/693, d1=0.599, d2=0.505 g=1.255 2/2 [==============================] - 0s 18ms/step >33, 476/693, d1=0.557, d2=0.560 g=1.294 2/2 [==============================] - 0s 17ms/step >33, 477/693, d1=0.598, d2=0.473 g=1.349 2/2 [==============================] - 0s 18ms/step >33, 478/693, d1=0.567, d2=0.428 g=1.217 2/2 [==============================] - 0s 18ms/step >33, 479/693, d1=0.676, d2=0.575 g=1.078 2/2 [==============================] - 0s 16ms/step >33, 480/693, d1=0.509, d2=0.545 g=1.077 2/2 [==============================] - 0s 17ms/step >33, 481/693, d1=0.608, d2=0.631 g=1.273 2/2 [==============================] - 0s 18ms/step >33, 482/693, d1=0.482, d2=0.467 g=1.150 2/2 [==============================] - 0s 17ms/step >33, 483/693, d1=0.518, d2=0.588 g=1.222 2/2 [==============================] - 0s 20ms/step >33, 484/693, d1=0.592, d2=0.583 g=1.211 2/2 [==============================] - 0s 17ms/step >33, 485/693, d1=0.565, d2=0.496 g=1.207 2/2 [==============================] - 0s 19ms/step >33, 486/693, d1=0.555, d2=0.531 g=1.212 2/2 [==============================] - 0s 17ms/step >33, 487/693, d1=0.572, d2=0.688 g=1.226 2/2 [==============================] - 0s 17ms/step >33, 488/693, d1=0.656, d2=0.625 g=1.397 2/2 [==============================] - 0s 16ms/step >33, 489/693, d1=0.814, d2=0.601 g=1.067 2/2 [==============================] - 0s 18ms/step >33, 490/693, d1=0.521, d2=0.534 g=1.142 2/2 [==============================] - 0s 17ms/step >33, 491/693, d1=0.549, d2=0.675 g=1.157 2/2 [==============================] - 0s 16ms/step >33, 492/693, d1=0.570, d2=0.532 g=1.189 2/2 [==============================] - 0s 17ms/step >33, 493/693, d1=0.587, d2=0.550 g=1.185 2/2 [==============================] - 0s 18ms/step >33, 494/693, d1=0.573, d2=0.543 g=1.126 2/2 [==============================] - 0s 17ms/step >33, 495/693, d1=0.559, d2=0.523 g=1.166 2/2 [==============================] - 0s 17ms/step >33, 496/693, d1=0.504, d2=0.535 g=1.075 2/2 [==============================] - 0s 17ms/step >33, 497/693, d1=0.546, d2=0.663 g=1.092 2/2 [==============================] - 0s 18ms/step >33, 498/693, d1=0.606, d2=0.558 g=1.226 2/2 [==============================] - 0s 16ms/step >33, 499/693, d1=0.484, d2=0.501 g=1.093 2/2 [==============================] - 0s 19ms/step >33, 500/693, d1=0.611, d2=0.524 g=1.148 2/2 [==============================] - 0s 17ms/step >33, 501/693, d1=0.446, d2=0.573 g=1.266 2/2 [==============================] - 0s 17ms/step >33, 502/693, d1=0.610, d2=0.548 g=1.231 2/2 [==============================] - 0s 15ms/step >33, 503/693, d1=0.562, d2=0.520 g=1.352 2/2 [==============================] - 0s 18ms/step >33, 504/693, d1=0.568, d2=0.577 g=1.347 2/2 [==============================] - 0s 17ms/step >33, 505/693, d1=0.676, d2=0.519 g=1.208 2/2 [==============================] - 0s 18ms/step >33, 506/693, d1=0.494, d2=0.542 g=1.234 2/2 [==============================] - 0s 17ms/step >33, 507/693, d1=0.522, d2=0.556 g=1.226 2/2 [==============================] - 0s 18ms/step >33, 508/693, d1=0.606, d2=0.506 g=1.230 2/2 [==============================] - 0s 17ms/step >33, 509/693, d1=0.560, d2=0.679 g=1.235 2/2 [==============================] - 0s 16ms/step >33, 510/693, d1=0.548, d2=0.580 g=1.166 2/2 [==============================] - 0s 17ms/step >33, 511/693, d1=0.578, d2=0.564 g=1.163 2/2 [==============================] - 0s 16ms/step >33, 512/693, d1=0.493, d2=0.528 g=1.299 2/2 [==============================] - 0s 17ms/step >33, 513/693, d1=0.571, d2=0.431 g=1.320 2/2 [==============================] - 0s 18ms/step >33, 514/693, d1=0.628, d2=0.552 g=1.250 2/2 [==============================] - 0s 16ms/step >33, 515/693, d1=0.534, d2=0.435 g=1.288 2/2 [==============================] - 0s 17ms/step >33, 516/693, d1=0.461, d2=0.530 g=1.263 2/2 [==============================] - 0s 17ms/step >33, 517/693, d1=0.597, d2=0.595 g=1.500 2/2 [==============================] - 0s 17ms/step >33, 518/693, d1=0.556, d2=0.558 g=1.272 2/2 [==============================] - 0s 17ms/step >33, 519/693, d1=0.556, d2=0.518 g=1.453 2/2 [==============================] - 0s 17ms/step >33, 520/693, d1=0.568, d2=0.547 g=1.276 2/2 [==============================] - 0s 17ms/step >33, 521/693, d1=0.550, d2=0.595 g=1.514 2/2 [==============================] - 0s 17ms/step >33, 522/693, d1=0.679, d2=0.514 g=1.359 2/2 [==============================] - 0s 17ms/step >33, 523/693, d1=0.542, d2=0.557 g=1.214 2/2 [==============================] - 0s 17ms/step >33, 524/693, d1=0.603, d2=0.549 g=1.238 2/2 [==============================] - 0s 17ms/step >33, 525/693, d1=0.555, d2=0.609 g=1.176 2/2 [==============================] - 0s 16ms/step >33, 526/693, d1=0.524, d2=0.506 g=1.237 2/2 [==============================] - 0s 18ms/step >33, 527/693, d1=0.483, d2=0.556 g=1.424 2/2 [==============================] - 0s 17ms/step >33, 528/693, d1=0.624, d2=0.516 g=1.303 2/2 [==============================] - 0s 17ms/step >33, 529/693, d1=0.694, d2=0.540 g=1.278 2/2 [==============================] - 0s 18ms/step >33, 530/693, d1=0.540, d2=0.507 g=1.271 2/2 [==============================] - 0s 17ms/step >33, 531/693, d1=0.502, d2=0.595 g=1.171 2/2 [==============================] - 0s 17ms/step >33, 532/693, d1=0.593, d2=0.563 g=1.196 2/2 [==============================] - 0s 16ms/step >33, 533/693, d1=0.580, d2=0.463 g=1.167 2/2 [==============================] - 0s 17ms/step >33, 534/693, d1=0.589, d2=0.590 g=1.040 2/2 [==============================] - 0s 18ms/step >33, 535/693, d1=0.466, d2=0.611 g=1.269 2/2 [==============================] - 0s 17ms/step >33, 536/693, d1=0.547, d2=0.519 g=1.181 2/2 [==============================] - 0s 17ms/step >33, 537/693, d1=0.587, d2=0.503 g=1.253 2/2 [==============================] - 0s 18ms/step >33, 538/693, d1=0.625, d2=0.571 g=1.163 2/2 [==============================] - 0s 17ms/step >33, 539/693, d1=0.615, d2=0.576 g=1.206 2/2 [==============================] - 0s 17ms/step >33, 540/693, d1=0.552, d2=0.527 g=1.076 2/2 [==============================] - 0s 17ms/step >33, 541/693, d1=0.605, d2=0.575 g=1.181 2/2 [==============================] - 0s 16ms/step >33, 542/693, d1=0.577, d2=0.629 g=1.157 2/2 [==============================] - 0s 16ms/step >33, 543/693, d1=0.471, d2=0.605 g=1.364 2/2 [==============================] - 0s 16ms/step >33, 544/693, d1=0.579, d2=0.469 g=1.240 2/2 [==============================] - 0s 17ms/step >33, 545/693, d1=0.602, d2=0.615 g=1.377 2/2 [==============================] - 0s 17ms/step >33, 546/693, d1=0.663, d2=0.617 g=1.264 2/2 [==============================] - 0s 17ms/step >33, 547/693, d1=0.602, d2=0.513 g=1.285 2/2 [==============================] - 0s 16ms/step >33, 548/693, d1=0.573, d2=0.525 g=1.148 2/2 [==============================] - 0s 15ms/step >33, 549/693, d1=0.544, d2=0.606 g=1.108 2/2 [==============================] - 0s 15ms/step >33, 550/693, d1=0.544, d2=0.568 g=1.225 2/2 [==============================] - 0s 17ms/step >33, 551/693, d1=0.484, d2=0.504 g=1.286 2/2 [==============================] - 0s 17ms/step >33, 552/693, d1=0.608, d2=0.530 g=1.179 2/2 [==============================] - 0s 17ms/step >33, 553/693, d1=0.472, d2=0.581 g=1.196 2/2 [==============================] - 0s 16ms/step >33, 554/693, d1=0.626, d2=0.491 g=1.205 2/2 [==============================] - 0s 17ms/step >33, 555/693, d1=0.494, d2=0.517 g=1.183 2/2 [==============================] - 0s 16ms/step >33, 556/693, d1=0.457, d2=0.550 g=1.278 2/2 [==============================] - 0s 17ms/step >33, 557/693, d1=0.580, d2=0.533 g=1.164 2/2 [==============================] - 0s 16ms/step >33, 558/693, d1=0.505, d2=0.601 g=1.206 2/2 [==============================] - 0s 16ms/step >33, 559/693, d1=0.659, d2=0.516 g=1.281 2/2 [==============================] - 0s 16ms/step >33, 560/693, d1=0.515, d2=0.509 g=1.283 2/2 [==============================] - 0s 17ms/step >33, 561/693, d1=0.570, d2=0.481 g=1.222 2/2 [==============================] - 0s 18ms/step >33, 562/693, d1=0.674, d2=0.612 g=1.193 2/2 [==============================] - 0s 17ms/step >33, 563/693, d1=0.456, d2=0.576 g=1.300 2/2 [==============================] - 0s 16ms/step >33, 564/693, d1=0.604, d2=0.542 g=1.242 2/2 [==============================] - 0s 16ms/step >33, 565/693, d1=0.594, d2=0.494 g=1.347 2/2 [==============================] - 0s 17ms/step >33, 566/693, d1=0.601, d2=0.621 g=1.427 2/2 [==============================] - 0s 17ms/step >33, 567/693, d1=0.604, d2=0.464 g=1.231 2/2 [==============================] - 0s 18ms/step >33, 568/693, d1=0.600, d2=0.492 g=1.255 2/2 [==============================] - 0s 16ms/step >33, 569/693, d1=0.501, d2=0.511 g=1.180 2/2 [==============================] - 0s 18ms/step >33, 570/693, d1=0.573, d2=0.650 g=1.229 2/2 [==============================] - 0s 17ms/step >33, 571/693, d1=0.594, d2=0.592 g=1.178 2/2 [==============================] - 0s 17ms/step >33, 572/693, d1=0.555, d2=0.670 g=1.251 2/2 [==============================] - 0s 17ms/step >33, 573/693, d1=0.610, d2=0.533 g=1.198 2/2 [==============================] - 0s 16ms/step >33, 574/693, d1=0.640, d2=0.582 g=1.205 2/2 [==============================] - 0s 17ms/step >33, 575/693, d1=0.477, d2=0.551 g=1.130 2/2 [==============================] - 0s 18ms/step >33, 576/693, d1=0.529, d2=0.671 g=1.249 2/2 [==============================] - 0s 17ms/step >33, 577/693, d1=0.537, d2=0.477 g=1.275 2/2 [==============================] - 0s 18ms/step >33, 578/693, d1=0.646, d2=0.521 g=1.315 2/2 [==============================] - 0s 17ms/step >33, 579/693, d1=0.532, d2=0.550 g=1.337 2/2 [==============================] - 0s 18ms/step >33, 580/693, d1=0.561, d2=0.511 g=1.190 2/2 [==============================] - 0s 16ms/step >33, 581/693, d1=0.632, d2=0.559 g=1.194 2/2 [==============================] - 0s 17ms/step >33, 582/693, d1=0.516, d2=0.493 g=1.201 2/2 [==============================] - 0s 16ms/step >33, 583/693, d1=0.537, d2=0.630 g=1.247 2/2 [==============================] - 0s 17ms/step >33, 584/693, d1=0.560, d2=0.553 g=1.351 2/2 [==============================] - 0s 17ms/step >33, 585/693, d1=0.702, d2=0.495 g=1.313 2/2 [==============================] - 0s 17ms/step >33, 586/693, d1=0.584, d2=0.503 g=1.348 2/2 [==============================] - 0s 17ms/step >33, 587/693, d1=0.468, d2=0.548 g=1.195 2/2 [==============================] - 0s 17ms/step >33, 588/693, d1=0.514, d2=0.611 g=1.222 2/2 [==============================] - 0s 16ms/step >33, 589/693, d1=0.534, d2=0.547 g=1.315 2/2 [==============================] - 0s 17ms/step >33, 590/693, d1=0.480, d2=0.411 g=1.367 2/2 [==============================] - 0s 17ms/step >33, 591/693, d1=0.658, d2=0.511 g=1.181 2/2 [==============================] - 0s 18ms/step >33, 592/693, d1=0.592, d2=0.554 g=1.220 2/2 [==============================] - 0s 17ms/step >33, 593/693, d1=0.539, d2=0.667 g=1.201 2/2 [==============================] - 0s 17ms/step >33, 594/693, d1=0.549, d2=0.490 g=1.227 2/2 [==============================] - 0s 18ms/step >33, 595/693, d1=0.557, d2=0.553 g=1.118 2/2 [==============================] - 0s 17ms/step >33, 596/693, d1=0.470, d2=0.617 g=1.301 2/2 [==============================] - 0s 17ms/step >33, 597/693, d1=0.573, d2=0.596 g=1.215 2/2 [==============================] - 0s 17ms/step >33, 598/693, d1=0.591, d2=0.621 g=1.220 2/2 [==============================] - 0s 18ms/step >33, 599/693, d1=0.519, d2=0.526 g=1.244 2/2 [==============================] - 0s 16ms/step >33, 600/693, d1=0.545, d2=0.523 g=1.303 2/2 [==============================] - 0s 18ms/step >33, 601/693, d1=0.602, d2=0.479 g=1.256 2/2 [==============================] - 0s 17ms/step >33, 602/693, d1=0.487, d2=0.493 g=1.284 2/2 [==============================] - 0s 18ms/step >33, 603/693, d1=0.528, d2=0.574 g=1.229 2/2 [==============================] - 0s 17ms/step >33, 604/693, d1=0.532, d2=0.489 g=1.213 2/2 [==============================] - 0s 17ms/step >33, 605/693, d1=0.526, d2=0.529 g=1.334 2/2 [==============================] - 0s 17ms/step >33, 606/693, d1=0.480, d2=0.513 g=1.338 2/2 [==============================] - 0s 16ms/step >33, 607/693, d1=0.543, d2=0.622 g=1.390 2/2 [==============================] - 0s 17ms/step >33, 608/693, d1=0.701, d2=0.515 g=1.283 2/2 [==============================] - 0s 16ms/step >33, 609/693, d1=0.468, d2=0.738 g=1.331 2/2 [==============================] - 0s 18ms/step >33, 610/693, d1=0.617, d2=0.469 g=1.361 2/2 [==============================] - 0s 16ms/step >33, 611/693, d1=0.703, d2=0.500 g=1.417 2/2 [==============================] - 0s 16ms/step >33, 612/693, d1=0.651, d2=0.552 g=1.260 2/2 [==============================] - 0s 17ms/step >33, 613/693, d1=0.555, d2=0.504 g=1.212 2/2 [==============================] - 0s 17ms/step >33, 614/693, d1=0.541, d2=0.658 g=1.246 2/2 [==============================] - 0s 16ms/step >33, 615/693, d1=0.642, d2=0.501 g=1.122 2/2 [==============================] - 0s 16ms/step >33, 616/693, d1=0.671, d2=0.564 g=1.236 2/2 [==============================] - 0s 16ms/step >33, 617/693, d1=0.564, d2=0.643 g=1.180 2/2 [==============================] - 0s 16ms/step >33, 618/693, d1=0.575, d2=0.506 g=1.240 2/2 [==============================] - 0s 16ms/step >33, 619/693, d1=0.516, d2=0.568 g=1.169 2/2 [==============================] - 0s 17ms/step >33, 620/693, d1=0.523, d2=0.539 g=1.195 2/2 [==============================] - 0s 16ms/step >33, 621/693, d1=0.545, d2=0.551 g=1.223 2/2 [==============================] - 0s 16ms/step >33, 622/693, d1=0.471, d2=0.585 g=1.291 2/2 [==============================] - 0s 17ms/step >33, 623/693, d1=0.603, d2=0.491 g=1.252 2/2 [==============================] - 0s 17ms/step >33, 624/693, d1=0.583, d2=0.562 g=1.236 2/2 [==============================] - 0s 17ms/step >33, 625/693, d1=0.498, d2=0.539 g=1.247 2/2 [==============================] - 0s 18ms/step >33, 626/693, d1=0.553, d2=0.542 g=1.275 2/2 [==============================] - 0s 16ms/step >33, 627/693, d1=0.528, d2=0.500 g=1.318 2/2 [==============================] - 0s 17ms/step >33, 628/693, d1=0.470, d2=0.497 g=1.304 2/2 [==============================] - 0s 17ms/step >33, 629/693, d1=0.490, d2=0.564 g=1.308 2/2 [==============================] - 0s 16ms/step >33, 630/693, d1=0.549, d2=0.529 g=1.403 2/2 [==============================] - 0s 17ms/step >33, 631/693, d1=0.567, d2=0.558 g=1.289 2/2 [==============================] - 0s 16ms/step >33, 632/693, d1=0.627, d2=0.548 g=1.347 2/2 [==============================] - 0s 17ms/step >33, 633/693, d1=0.582, d2=0.545 g=1.249 2/2 [==============================] - 0s 16ms/step >33, 634/693, d1=0.505, d2=0.602 g=1.211 2/2 [==============================] - 0s 16ms/step >33, 635/693, d1=0.631, d2=0.487 g=1.288 2/2 [==============================] - 0s 16ms/step >33, 636/693, d1=0.523, d2=0.515 g=1.307 2/2 [==============================] - 0s 17ms/step >33, 637/693, d1=0.599, d2=0.503 g=1.280 2/2 [==============================] - 0s 18ms/step >33, 638/693, d1=0.556, d2=0.572 g=1.247 2/2 [==============================] - 0s 17ms/step >33, 639/693, d1=0.488, d2=0.667 g=1.278 2/2 [==============================] - 0s 16ms/step >33, 640/693, d1=0.647, d2=0.468 g=1.286 2/2 [==============================] - 0s 18ms/step >33, 641/693, d1=0.537, d2=0.480 g=1.221 2/2 [==============================] - 0s 17ms/step >33, 642/693, d1=0.543, d2=0.458 g=1.125 2/2 [==============================] - 0s 17ms/step >33, 643/693, d1=0.473, d2=0.558 g=1.266 2/2 [==============================] - 0s 16ms/step >33, 644/693, d1=0.496, d2=0.539 g=1.276 2/2 [==============================] - 0s 17ms/step >33, 645/693, d1=0.629, d2=0.514 g=1.226 2/2 [==============================] - 0s 17ms/step >33, 646/693, d1=0.548, d2=0.547 g=1.156 2/2 [==============================] - 0s 18ms/step >33, 647/693, d1=0.446, d2=0.583 g=1.255 2/2 [==============================] - 0s 16ms/step >33, 648/693, d1=0.588, d2=0.541 g=1.160 2/2 [==============================] - 0s 17ms/step >33, 649/693, d1=0.575, d2=0.508 g=1.313 2/2 [==============================] - 0s 16ms/step >33, 650/693, d1=0.632, d2=0.491 g=1.258 2/2 [==============================] - 0s 19ms/step >33, 651/693, d1=0.554, d2=0.635 g=1.395 2/2 [==============================] - 0s 17ms/step >33, 652/693, d1=0.646, d2=0.463 g=1.213 2/2 [==============================] - 0s 18ms/step >33, 653/693, d1=0.547, d2=0.571 g=1.116 2/2 [==============================] - 0s 17ms/step >33, 654/693, d1=0.648, d2=0.593 g=1.264 2/2 [==============================] - 0s 18ms/step >33, 655/693, d1=0.537, d2=0.581 g=1.253 2/2 [==============================] - 0s 16ms/step >33, 656/693, d1=0.487, d2=0.501 g=1.250 2/2 [==============================] - 0s 17ms/step >33, 657/693, d1=0.609, d2=0.552 g=1.166 2/2 [==============================] - 0s 17ms/step >33, 658/693, d1=0.641, d2=0.498 g=1.282 2/2 [==============================] - 0s 17ms/step >33, 659/693, d1=0.471, d2=0.510 g=1.236 2/2 [==============================] - 0s 16ms/step >33, 660/693, d1=0.544, d2=0.476 g=1.143 2/2 [==============================] - 0s 17ms/step >33, 661/693, d1=0.470, d2=0.674 g=1.144 2/2 [==============================] - 0s 17ms/step >33, 662/693, d1=0.546, d2=0.480 g=1.187 2/2 [==============================] - 0s 16ms/step >33, 663/693, d1=0.582, d2=0.572 g=1.282 2/2 [==============================] - 0s 16ms/step >33, 664/693, d1=0.547, d2=0.557 g=1.240 2/2 [==============================] - 0s 18ms/step >33, 665/693, d1=0.534, d2=0.582 g=1.218 2/2 [==============================] - 0s 18ms/step >33, 666/693, d1=0.509, d2=0.543 g=1.252 2/2 [==============================] - 0s 17ms/step >33, 667/693, d1=0.530, d2=0.631 g=1.241 2/2 [==============================] - 0s 17ms/step >33, 668/693, d1=0.602, d2=0.516 g=1.248 2/2 [==============================] - 0s 18ms/step >33, 669/693, d1=0.540, d2=0.471 g=1.220 2/2 [==============================] - 0s 17ms/step >33, 670/693, d1=0.630, d2=0.592 g=1.218 2/2 [==============================] - 0s 18ms/step >33, 671/693, d1=0.593, d2=0.514 g=1.204 2/2 [==============================] - 0s 16ms/step >33, 672/693, d1=0.538, d2=0.494 g=1.261 2/2 [==============================] - 0s 17ms/step >33, 673/693, d1=0.579, d2=0.565 g=1.208 2/2 [==============================] - 0s 17ms/step >33, 674/693, d1=0.624, d2=0.605 g=1.290 2/2 [==============================] - 0s 17ms/step >33, 675/693, d1=0.463, d2=0.546 g=1.113 2/2 [==============================] - 0s 18ms/step >33, 676/693, d1=0.532, d2=0.606 g=1.250 2/2 [==============================] - 0s 17ms/step >33, 677/693, d1=0.608, d2=0.511 g=1.340 2/2 [==============================] - 0s 17ms/step >33, 678/693, d1=0.546, d2=0.484 g=1.250 2/2 [==============================] - 0s 18ms/step >33, 679/693, d1=0.516, d2=0.506 g=1.298 2/2 [==============================] - 0s 19ms/step >33, 680/693, d1=0.619, d2=0.522 g=1.136 2/2 [==============================] - 0s 17ms/step >33, 681/693, d1=0.532, d2=0.638 g=1.122 2/2 [==============================] - 0s 17ms/step >33, 682/693, d1=0.488, d2=0.642 g=1.421 2/2 [==============================] - 0s 17ms/step >33, 683/693, d1=0.526, d2=0.534 g=1.336 2/2 [==============================] - 0s 17ms/step >33, 684/693, d1=0.545, d2=0.554 g=1.309 2/2 [==============================] - 0s 18ms/step >33, 685/693, d1=0.637, d2=0.470 g=1.262 2/2 [==============================] - 0s 17ms/step >33, 686/693, d1=0.463, d2=0.437 g=1.274 2/2 [==============================] - 0s 17ms/step >33, 687/693, d1=0.530, d2=0.570 g=1.229 2/2 [==============================] - 0s 17ms/step >33, 688/693, d1=0.643, d2=0.544 g=1.183 2/2 [==============================] - 0s 18ms/step >33, 689/693, d1=0.534, d2=0.584 g=1.218 2/2 [==============================] - 0s 17ms/step >33, 690/693, d1=0.503, d2=0.531 g=1.124 2/2 [==============================] - 0s 17ms/step >33, 691/693, d1=0.523, d2=0.558 g=1.333 2/2 [==============================] - 0s 16ms/step >33, 692/693, d1=0.540, d2=0.502 g=1.324 2/2 [==============================] - 0s 17ms/step >33, 693/693, d1=0.601, d2=0.500 g=1.178 2/2 [==============================] - 0s 17ms/step >34, 1/693, d1=0.500, d2=0.562 g=1.221 2/2 [==============================] - 0s 17ms/step >34, 2/693, d1=0.451, d2=0.513 g=1.211 2/2 [==============================] - 0s 16ms/step >34, 3/693, d1=0.556, d2=0.525 g=1.375 2/2 [==============================] - 0s 17ms/step >34, 4/693, d1=0.668, d2=0.633 g=1.320 2/2 [==============================] - 0s 17ms/step >34, 5/693, d1=0.580, d2=0.420 g=1.228 2/2 [==============================] - 0s 16ms/step >34, 6/693, d1=0.636, d2=0.525 g=1.115 2/2 [==============================] - 0s 18ms/step >34, 7/693, d1=0.489, d2=0.588 g=1.149 2/2 [==============================] - 0s 17ms/step >34, 8/693, d1=0.488, d2=0.562 g=1.219 2/2 [==============================] - 0s 17ms/step >34, 9/693, d1=0.544, d2=0.488 g=1.390 2/2 [==============================] - 0s 16ms/step >34, 10/693, d1=0.688, d2=0.527 g=1.268 2/2 [==============================] - 0s 17ms/step >34, 11/693, d1=0.610, d2=0.531 g=1.223 2/2 [==============================] - 0s 18ms/step >34, 12/693, d1=0.495, d2=0.538 g=1.144 2/2 [==============================] - 0s 16ms/step >34, 13/693, d1=0.512, d2=0.562 g=1.212 2/2 [==============================] - 0s 17ms/step >34, 14/693, d1=0.605, d2=0.618 g=1.195 2/2 [==============================] - 0s 17ms/step >34, 15/693, d1=0.561, d2=0.611 g=1.214 2/2 [==============================] - 0s 18ms/step >34, 16/693, d1=0.560, d2=0.629 g=1.262 2/2 [==============================] - 0s 17ms/step >34, 17/693, d1=0.559, d2=0.602 g=1.550 2/2 [==============================] - 0s 18ms/step >34, 18/693, d1=0.633, d2=0.502 g=1.455 2/2 [==============================] - 0s 17ms/step >34, 19/693, d1=0.716, d2=0.418 g=1.533 2/2 [==============================] - 0s 17ms/step >34, 20/693, d1=0.515, d2=0.434 g=1.433 2/2 [==============================] - 0s 17ms/step >34, 21/693, d1=0.484, d2=0.535 g=1.343 2/2 [==============================] - 0s 17ms/step >34, 22/693, d1=0.519, d2=0.672 g=1.582 2/2 [==============================] - 0s 16ms/step >34, 23/693, d1=0.657, d2=0.402 g=1.365 2/2 [==============================] - 0s 17ms/step >34, 24/693, d1=0.577, d2=0.433 g=1.172 2/2 [==============================] - 0s 17ms/step >34, 25/693, d1=0.573, d2=0.517 g=1.158 2/2 [==============================] - 0s 17ms/step >34, 26/693, d1=0.551, d2=0.504 g=1.236 2/2 [==============================] - 0s 18ms/step >34, 27/693, d1=0.488, d2=0.560 g=1.094 2/2 [==============================] - 0s 18ms/step >34, 28/693, d1=0.513, d2=0.682 g=1.201 2/2 [==============================] - 0s 19ms/step >34, 29/693, d1=0.557, d2=0.511 g=1.202 2/2 [==============================] - 0s 18ms/step >34, 30/693, d1=0.551, d2=0.476 g=1.206 2/2 [==============================] - 0s 19ms/step >34, 31/693, d1=0.487, d2=0.586 g=1.264 2/2 [==============================] - 0s 18ms/step >34, 32/693, d1=0.479, d2=0.547 g=1.408 2/2 [==============================] - 0s 17ms/step >34, 33/693, d1=0.726, d2=0.508 g=1.248 2/2 [==============================] - 0s 16ms/step >34, 34/693, d1=0.576, d2=0.498 g=1.289 2/2 [==============================] - 0s 18ms/step >34, 35/693, d1=0.518, d2=0.631 g=1.211 2/2 [==============================] - 0s 22ms/step >34, 36/693, d1=0.545, d2=0.474 g=1.314 2/2 [==============================] - 0s 17ms/step >34, 37/693, d1=0.491, d2=0.521 g=1.232 2/2 [==============================] - 0s 17ms/step >34, 38/693, d1=0.632, d2=0.561 g=1.449 2/2 [==============================] - 0s 18ms/step >34, 39/693, d1=0.558, d2=0.666 g=1.292 2/2 [==============================] - 0s 17ms/step >34, 40/693, d1=0.603, d2=0.477 g=1.432 2/2 [==============================] - 0s 18ms/step >34, 41/693, d1=0.543, d2=0.519 g=1.430 2/2 [==============================] - 0s 17ms/step >34, 42/693, d1=0.535, d2=0.447 g=1.320 2/2 [==============================] - 0s 18ms/step >34, 43/693, d1=0.626, d2=0.573 g=1.300 2/2 [==============================] - 0s 18ms/step >34, 44/693, d1=0.544, d2=0.529 g=1.250 2/2 [==============================] - 0s 16ms/step >34, 45/693, d1=0.597, d2=0.550 g=1.146 2/2 [==============================] - 0s 16ms/step >34, 46/693, d1=0.527, d2=0.589 g=1.174 2/2 [==============================] - 0s 17ms/step >34, 47/693, d1=0.515, d2=0.585 g=1.237 2/2 [==============================] - 0s 17ms/step >34, 48/693, d1=0.717, d2=0.534 g=1.155 2/2 [==============================] - 0s 18ms/step >34, 49/693, d1=0.545, d2=0.589 g=1.046 2/2 [==============================] - 0s 17ms/step >34, 50/693, d1=0.513, d2=0.693 g=1.147 2/2 [==============================] - 0s 16ms/step >34, 51/693, d1=0.566, d2=0.562 g=1.219 2/2 [==============================] - 0s 17ms/step >34, 52/693, d1=0.613, d2=0.542 g=1.180 2/2 [==============================] - 0s 17ms/step >34, 53/693, d1=0.555, d2=0.515 g=1.364 2/2 [==============================] - 0s 16ms/step >34, 54/693, d1=0.572, d2=0.493 g=1.175 2/2 [==============================] - 0s 18ms/step >34, 55/693, d1=0.489, d2=0.514 g=1.195 2/2 [==============================] - 0s 16ms/step >34, 56/693, d1=0.600, d2=0.575 g=1.238 2/2 [==============================] - 0s 18ms/step >34, 57/693, d1=0.554, d2=0.610 g=1.318 2/2 [==============================] - 0s 17ms/step >34, 58/693, d1=0.577, d2=0.570 g=1.209 2/2 [==============================] - 0s 18ms/step >34, 59/693, d1=0.544, d2=0.534 g=1.210 2/2 [==============================] - 0s 18ms/step >34, 60/693, d1=0.542, d2=0.544 g=1.296 2/2 [==============================] - 0s 18ms/step >34, 61/693, d1=0.617, d2=0.634 g=1.181 2/2 [==============================] - 0s 20ms/step >34, 62/693, d1=0.590, d2=0.566 g=1.261 2/2 [==============================] - 0s 17ms/step >34, 63/693, d1=0.662, d2=0.542 g=1.206 2/2 [==============================] - 0s 19ms/step >34, 64/693, d1=0.672, d2=0.571 g=1.224 2/2 [==============================] - 0s 17ms/step >34, 65/693, d1=0.596, d2=0.641 g=1.309 2/2 [==============================] - 0s 17ms/step >34, 66/693, d1=0.591, d2=0.539 g=1.124 2/2 [==============================] - 0s 17ms/step >34, 67/693, d1=0.521, d2=0.527 g=1.215 2/2 [==============================] - 0s 15ms/step >34, 68/693, d1=0.523, d2=0.672 g=1.261 2/2 [==============================] - 0s 17ms/step >34, 69/693, d1=0.522, d2=0.569 g=1.291 2/2 [==============================] - 0s 16ms/step >34, 70/693, d1=0.648, d2=0.463 g=1.325 2/2 [==============================] - 0s 17ms/step >34, 71/693, d1=0.602, d2=0.523 g=1.205 2/2 [==============================] - 0s 16ms/step >34, 72/693, d1=0.488, d2=0.481 g=1.207 2/2 [==============================] - 0s 16ms/step >34, 73/693, d1=0.628, d2=0.544 g=1.210 2/2 [==============================] - 0s 16ms/step >34, 74/693, d1=0.498, d2=0.548 g=1.195 2/2 [==============================] - 0s 17ms/step >34, 75/693, d1=0.514, d2=0.545 g=1.251 2/2 [==============================] - 0s 17ms/step >34, 76/693, d1=0.523, d2=0.400 g=1.264 2/2 [==============================] - 0s 17ms/step >34, 77/693, d1=0.545, d2=0.540 g=1.351 2/2 [==============================] - 0s 24ms/step >34, 78/693, d1=0.590, d2=0.526 g=1.169 2/2 [==============================] - 0s 19ms/step >34, 79/693, d1=0.667, d2=0.660 g=1.229 2/2 [==============================] - 0s 20ms/step >34, 80/693, d1=0.556, d2=0.563 g=1.291 2/2 [==============================] - 0s 18ms/step >34, 81/693, d1=0.614, d2=0.686 g=1.123 2/2 [==============================] - 0s 18ms/step >34, 82/693, d1=0.631, d2=0.521 g=1.144 2/2 [==============================] - 0s 18ms/step >34, 83/693, d1=0.492, d2=0.633 g=1.164 2/2 [==============================] - 0s 75ms/step >34, 84/693, d1=0.568, d2=0.599 g=1.137 2/2 [==============================] - 0s 19ms/step >34, 85/693, d1=0.551, d2=0.626 g=1.219 2/2 [==============================] - 0s 20ms/step >34, 86/693, d1=0.577, d2=0.532 g=1.185 2/2 [==============================] - 0s 17ms/step >34, 87/693, d1=0.562, d2=0.553 g=1.113 2/2 [==============================] - 0s 19ms/step >34, 88/693, d1=0.651, d2=0.551 g=1.202 2/2 [==============================] - 0s 19ms/step >34, 89/693, d1=0.515, d2=0.608 g=1.273 2/2 [==============================] - 0s 18ms/step >34, 90/693, d1=0.614, d2=0.511 g=1.372 2/2 [==============================] - 0s 17ms/step >34, 91/693, d1=0.674, d2=0.444 g=1.202 2/2 [==============================] - 0s 17ms/step >34, 92/693, d1=0.556, d2=0.638 g=1.163 2/2 [==============================] - 0s 17ms/step >34, 93/693, d1=0.530, d2=0.536 g=1.239 2/2 [==============================] - 0s 19ms/step >34, 94/693, d1=0.527, d2=0.602 g=1.264 2/2 [==============================] - 0s 20ms/step >34, 95/693, d1=0.536, d2=0.478 g=1.281 2/2 [==============================] - 0s 17ms/step >34, 96/693, d1=0.688, d2=0.589 g=1.176 2/2 [==============================] - 0s 17ms/step >34, 97/693, d1=0.569, d2=0.530 g=1.269 2/2 [==============================] - 0s 19ms/step >34, 98/693, d1=0.511, d2=0.551 g=1.229 2/2 [==============================] - 0s 17ms/step >34, 99/693, d1=0.539, d2=0.471 g=1.056 2/2 [==============================] - 0s 17ms/step >34, 100/693, d1=0.590, d2=0.631 g=1.426 2/2 [==============================] - 0s 18ms/step >34, 101/693, d1=0.503, d2=0.457 g=1.282 2/2 [==============================] - 0s 36ms/step >34, 102/693, d1=0.580, d2=0.551 g=1.326 2/2 [==============================] - 0s 19ms/step >34, 103/693, d1=0.483, d2=0.523 g=1.343 2/2 [==============================] - 0s 19ms/step >34, 104/693, d1=0.511, d2=0.515 g=1.235 2/2 [==============================] - 0s 18ms/step >34, 105/693, d1=0.635, d2=0.554 g=1.228 2/2 [==============================] - 0s 16ms/step >34, 106/693, d1=0.571, d2=0.582 g=1.242 2/2 [==============================] - 0s 18ms/step >34, 107/693, d1=0.637, d2=0.446 g=1.249 2/2 [==============================] - 0s 17ms/step >34, 108/693, d1=0.533, d2=0.488 g=1.276 2/2 [==============================] - 0s 18ms/step >34, 109/693, d1=0.525, d2=0.643 g=1.224 2/2 [==============================] - 0s 18ms/step >34, 110/693, d1=0.539, d2=0.501 g=1.349 2/2 [==============================] - 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0s 18ms/step >34, 122/693, d1=0.561, d2=0.512 g=1.268 2/2 [==============================] - 0s 17ms/step >34, 123/693, d1=0.529, d2=0.509 g=1.205 2/2 [==============================] - 0s 16ms/step >34, 124/693, d1=0.572, d2=0.448 g=1.204 2/2 [==============================] - 0s 17ms/step >34, 125/693, d1=0.567, d2=0.598 g=1.121 2/2 [==============================] - 0s 16ms/step >34, 126/693, d1=0.518, d2=0.494 g=1.170 2/2 [==============================] - 0s 17ms/step >34, 127/693, d1=0.692, d2=0.612 g=1.148 2/2 [==============================] - 0s 18ms/step >34, 128/693, d1=0.435, d2=0.663 g=1.231 2/2 [==============================] - 0s 17ms/step >34, 129/693, d1=0.531, d2=0.578 g=1.318 2/2 [==============================] - 0s 16ms/step >34, 130/693, d1=0.615, d2=0.521 g=1.265 2/2 [==============================] - 0s 18ms/step >34, 131/693, d1=0.585, d2=0.545 g=1.186 2/2 [==============================] - 0s 17ms/step >34, 132/693, d1=0.604, d2=0.500 g=1.146 2/2 [==============================] - 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0s 17ms/step >34, 144/693, d1=0.633, d2=0.506 g=1.254 2/2 [==============================] - 0s 18ms/step >34, 145/693, d1=0.600, d2=0.600 g=1.179 2/2 [==============================] - 0s 17ms/step >34, 146/693, d1=0.576, d2=0.653 g=1.087 2/2 [==============================] - 0s 18ms/step >34, 147/693, d1=0.608, d2=0.565 g=1.231 2/2 [==============================] - 0s 17ms/step >34, 148/693, d1=0.562, d2=0.511 g=1.148 2/2 [==============================] - 0s 18ms/step >34, 149/693, d1=0.653, d2=0.561 g=1.176 2/2 [==============================] - 0s 17ms/step >34, 150/693, d1=0.607, d2=0.485 g=1.165 2/2 [==============================] - 0s 17ms/step >34, 151/693, d1=0.549, d2=0.504 g=1.202 2/2 [==============================] - 0s 18ms/step >34, 152/693, d1=0.620, d2=0.506 g=1.055 2/2 [==============================] - 0s 17ms/step >34, 153/693, d1=0.484, d2=0.527 g=1.048 2/2 [==============================] - 0s 19ms/step >34, 154/693, d1=0.540, d2=0.736 g=1.244 2/2 [==============================] - 0s 18ms/step >34, 155/693, d1=0.619, d2=0.661 g=1.254 2/2 [==============================] - 0s 17ms/step >34, 156/693, d1=0.587, d2=0.555 g=1.306 2/2 [==============================] - 0s 17ms/step >34, 157/693, d1=0.624, d2=0.460 g=1.272 2/2 [==============================] - 0s 17ms/step >34, 158/693, d1=0.689, d2=0.545 g=1.214 2/2 [==============================] - 0s 16ms/step >34, 159/693, d1=0.500, d2=0.653 g=1.273 2/2 [==============================] - 0s 17ms/step >34, 160/693, d1=0.497, d2=0.566 g=1.286 2/2 [==============================] - 0s 17ms/step >34, 161/693, d1=0.602, d2=0.533 g=1.328 2/2 [==============================] - 0s 18ms/step >34, 162/693, d1=0.655, d2=0.527 g=1.234 2/2 [==============================] - 0s 17ms/step >34, 163/693, d1=0.623, d2=0.449 g=1.136 2/2 [==============================] - 0s 16ms/step >34, 164/693, d1=0.592, d2=0.568 g=1.253 2/2 [==============================] - 0s 18ms/step >34, 165/693, d1=0.654, d2=0.582 g=1.137 2/2 [==============================] - 0s 18ms/step >34, 166/693, d1=0.542, d2=0.602 g=1.324 2/2 [==============================] - 0s 16ms/step >34, 167/693, d1=0.547, d2=0.554 g=1.168 2/2 [==============================] - 0s 16ms/step >34, 168/693, d1=0.551, d2=0.489 g=1.195 2/2 [==============================] - 0s 17ms/step >34, 169/693, d1=0.607, d2=0.677 g=1.133 2/2 [==============================] - 0s 20ms/step >34, 170/693, d1=0.611, d2=0.606 g=1.170 2/2 [==============================] - 0s 17ms/step >34, 171/693, d1=0.524, d2=0.530 g=1.131 2/2 [==============================] - 0s 18ms/step >34, 172/693, d1=0.460, d2=0.563 g=1.305 2/2 [==============================] - 0s 17ms/step >34, 173/693, d1=0.567, d2=0.537 g=1.195 2/2 [==============================] - 0s 17ms/step >34, 174/693, d1=0.636, d2=0.588 g=1.103 2/2 [==============================] - 0s 17ms/step >34, 175/693, d1=0.543, d2=0.567 g=1.069 2/2 [==============================] - 0s 17ms/step >34, 176/693, d1=0.512, d2=0.600 g=1.267 2/2 [==============================] - 0s 18ms/step >34, 177/693, d1=0.575, d2=0.536 g=1.183 2/2 [==============================] - 0s 17ms/step >34, 178/693, d1=0.534, d2=0.608 g=1.204 2/2 [==============================] - 0s 18ms/step >34, 179/693, d1=0.523, d2=0.641 g=1.303 2/2 [==============================] - 0s 17ms/step >34, 180/693, d1=0.609, d2=0.576 g=1.227 2/2 [==============================] - 0s 18ms/step >34, 181/693, d1=0.552, d2=0.558 g=1.259 2/2 [==============================] - 0s 17ms/step >34, 182/693, d1=0.650, d2=0.638 g=1.165 2/2 [==============================] - 0s 17ms/step >34, 183/693, d1=0.613, d2=0.532 g=1.199 2/2 [==============================] - 0s 18ms/step >34, 184/693, d1=0.571, d2=0.510 g=1.289 2/2 [==============================] - 0s 17ms/step >34, 185/693, d1=0.674, d2=0.611 g=1.124 2/2 [==============================] - 0s 18ms/step >34, 186/693, d1=0.517, d2=0.492 g=1.289 2/2 [==============================] - 0s 18ms/step >34, 187/693, d1=0.558, d2=0.596 g=1.196 2/2 [==============================] - 0s 17ms/step >34, 188/693, d1=0.622, d2=0.520 g=1.243 2/2 [==============================] - 0s 18ms/step >34, 189/693, d1=0.496, d2=0.565 g=1.205 2/2 [==============================] - 0s 17ms/step >34, 190/693, d1=0.568, d2=0.503 g=1.239 2/2 [==============================] - 0s 16ms/step >34, 191/693, d1=0.518, d2=0.489 g=1.298 2/2 [==============================] - 0s 17ms/step >34, 192/693, d1=0.522, d2=0.637 g=1.227 2/2 [==============================] - 0s 16ms/step >34, 193/693, d1=0.637, d2=0.575 g=1.190 2/2 [==============================] - 0s 18ms/step >34, 194/693, d1=0.484, d2=0.627 g=1.336 2/2 [==============================] - 0s 17ms/step >34, 195/693, d1=0.574, d2=0.556 g=1.296 2/2 [==============================] - 0s 17ms/step >34, 196/693, d1=0.573, d2=0.469 g=1.269 2/2 [==============================] - 0s 18ms/step >34, 197/693, d1=0.566, d2=0.604 g=1.280 2/2 [==============================] - 0s 17ms/step >34, 198/693, d1=0.631, d2=0.561 g=1.376 2/2 [==============================] - 0s 18ms/step >34, 199/693, d1=0.663, d2=0.630 g=1.202 2/2 [==============================] - 0s 17ms/step >34, 200/693, d1=0.565, d2=0.536 g=1.142 2/2 [==============================] - 0s 17ms/step >34, 201/693, d1=0.531, d2=0.564 g=1.203 2/2 [==============================] - 0s 18ms/step >34, 202/693, d1=0.550, d2=0.570 g=1.200 2/2 [==============================] - 0s 16ms/step >34, 203/693, d1=0.513, d2=0.561 g=1.290 2/2 [==============================] - 0s 18ms/step >34, 204/693, d1=0.569, d2=0.485 g=1.250 2/2 [==============================] - 0s 17ms/step >34, 205/693, d1=0.527, d2=0.606 g=1.234 2/2 [==============================] - 0s 17ms/step >34, 206/693, d1=0.558, d2=0.611 g=1.261 2/2 [==============================] - 0s 16ms/step >34, 207/693, d1=0.590, d2=0.554 g=1.223 2/2 [==============================] - 0s 16ms/step >34, 208/693, d1=0.651, d2=0.515 g=1.157 2/2 [==============================] - 0s 17ms/step >34, 209/693, d1=0.643, d2=0.590 g=1.206 2/2 [==============================] - 0s 18ms/step >34, 210/693, d1=0.570, d2=0.556 g=1.207 2/2 [==============================] - 0s 17ms/step >34, 211/693, d1=0.614, d2=0.539 g=1.196 2/2 [==============================] - 0s 17ms/step >34, 212/693, d1=0.539, d2=0.553 g=1.183 2/2 [==============================] - 0s 19ms/step >34, 213/693, d1=0.557, d2=0.657 g=1.354 2/2 [==============================] - 0s 16ms/step >34, 214/693, d1=0.567, d2=0.510 g=1.295 2/2 [==============================] - 0s 17ms/step >34, 215/693, d1=0.642, d2=0.503 g=1.264 2/2 [==============================] - 0s 16ms/step >34, 216/693, d1=0.472, d2=0.555 g=1.200 2/2 [==============================] - 0s 17ms/step >34, 217/693, d1=0.503, d2=0.563 g=1.324 2/2 [==============================] - 0s 16ms/step >34, 218/693, d1=0.594, d2=0.568 g=1.252 2/2 [==============================] - 0s 17ms/step >34, 219/693, d1=0.500, d2=0.571 g=1.282 2/2 [==============================] - 0s 16ms/step >34, 220/693, d1=0.645, d2=0.543 g=1.224 2/2 [==============================] - 0s 17ms/step >34, 221/693, d1=0.622, d2=0.509 g=1.227 2/2 [==============================] - 0s 16ms/step >34, 222/693, d1=0.483, d2=0.555 g=1.284 2/2 [==============================] - 0s 16ms/step >34, 223/693, d1=0.616, d2=0.481 g=1.218 2/2 [==============================] - 0s 17ms/step >34, 224/693, d1=0.467, d2=0.518 g=1.309 2/2 [==============================] - 0s 17ms/step >34, 225/693, d1=0.569, d2=0.576 g=1.174 2/2 [==============================] - 0s 17ms/step >34, 226/693, d1=0.483, d2=0.631 g=1.107 2/2 [==============================] - 0s 16ms/step >34, 227/693, d1=0.494, d2=0.595 g=1.192 2/2 [==============================] - 0s 18ms/step >34, 228/693, d1=0.564, d2=0.436 g=1.226 2/2 [==============================] - 0s 16ms/step >34, 229/693, d1=0.496, d2=0.532 g=1.185 2/2 [==============================] - 0s 17ms/step >34, 230/693, d1=0.545, d2=0.640 g=1.180 2/2 [==============================] - 0s 17ms/step >34, 231/693, d1=0.669, d2=0.665 g=1.257 2/2 [==============================] - 0s 17ms/step >34, 232/693, d1=0.503, d2=0.545 g=1.300 2/2 [==============================] - 0s 17ms/step >34, 233/693, d1=0.669, d2=0.481 g=1.257 2/2 [==============================] - 0s 16ms/step >34, 234/693, d1=0.624, d2=0.511 g=1.149 2/2 [==============================] - 0s 18ms/step >34, 235/693, d1=0.613, d2=0.559 g=1.230 2/2 [==============================] - 0s 16ms/step >34, 236/693, d1=0.516, d2=0.650 g=1.277 2/2 [==============================] - 0s 16ms/step >34, 237/693, d1=0.551, d2=0.558 g=1.143 2/2 [==============================] - 0s 18ms/step >34, 238/693, d1=0.579, d2=0.528 g=1.068 2/2 [==============================] - 0s 18ms/step >34, 239/693, d1=0.591, d2=0.574 g=1.162 2/2 [==============================] - 0s 17ms/step >34, 240/693, d1=0.459, d2=0.541 g=1.289 2/2 [==============================] - 0s 17ms/step >34, 241/693, d1=0.559, d2=0.587 g=1.272 2/2 [==============================] - 0s 18ms/step >34, 242/693, d1=0.539, d2=0.520 g=1.287 2/2 [==============================] - 0s 18ms/step >34, 243/693, d1=0.530, d2=0.587 g=1.180 2/2 [==============================] - 0s 19ms/step >34, 244/693, d1=0.478, d2=0.539 g=1.213 2/2 [==============================] - 0s 19ms/step >34, 245/693, d1=0.578, d2=0.476 g=1.289 2/2 [==============================] - 0s 17ms/step >34, 246/693, d1=0.651, d2=0.455 g=1.132 2/2 [==============================] - 0s 18ms/step >34, 247/693, d1=0.582, d2=0.610 g=1.256 2/2 [==============================] - 0s 18ms/step >34, 248/693, d1=0.498, d2=0.605 g=1.314 2/2 [==============================] - 0s 18ms/step >34, 249/693, d1=0.539, d2=0.578 g=1.291 2/2 [==============================] - 0s 18ms/step >34, 250/693, d1=0.545, d2=0.501 g=1.308 2/2 [==============================] - 0s 18ms/step >34, 251/693, d1=0.611, d2=0.583 g=1.250 2/2 [==============================] - 0s 17ms/step >34, 252/693, d1=0.595, d2=0.514 g=1.156 2/2 [==============================] - 0s 18ms/step >34, 253/693, d1=0.531, d2=0.517 g=1.199 2/2 [==============================] - 0s 17ms/step >34, 254/693, d1=0.495, d2=0.604 g=1.260 2/2 [==============================] - 0s 18ms/step >34, 255/693, d1=0.630, d2=0.527 g=1.225 2/2 [==============================] - 0s 17ms/step >34, 256/693, d1=0.513, d2=0.530 g=1.274 2/2 [==============================] - 0s 17ms/step >34, 257/693, d1=0.560, d2=0.474 g=1.371 2/2 [==============================] - 0s 16ms/step >34, 258/693, d1=0.620, d2=0.545 g=1.227 2/2 [==============================] - 0s 17ms/step >34, 259/693, d1=0.558, d2=0.455 g=1.164 2/2 [==============================] - 0s 19ms/step >34, 260/693, d1=0.526, d2=0.559 g=1.212 2/2 [==============================] - 0s 16ms/step >34, 261/693, d1=0.526, d2=0.526 g=1.235 2/2 [==============================] - 0s 17ms/step >34, 262/693, d1=0.490, d2=0.609 g=1.194 2/2 [==============================] - 0s 17ms/step >34, 263/693, d1=0.617, d2=0.614 g=1.225 2/2 [==============================] - 0s 17ms/step >34, 264/693, d1=0.655, d2=0.515 g=1.097 2/2 [==============================] - 0s 18ms/step >34, 265/693, d1=0.591, d2=0.537 g=1.225 2/2 [==============================] - 0s 17ms/step >34, 266/693, d1=0.582, d2=0.582 g=1.135 2/2 [==============================] - 0s 17ms/step >34, 267/693, d1=0.562, d2=0.629 g=1.146 2/2 [==============================] - 0s 17ms/step >34, 268/693, d1=0.627, d2=0.553 g=1.201 2/2 [==============================] - 0s 18ms/step >34, 269/693, d1=0.586, d2=0.631 g=1.310 2/2 [==============================] - 0s 18ms/step >34, 270/693, d1=0.488, d2=0.478 g=1.226 2/2 [==============================] - 0s 16ms/step >34, 271/693, d1=0.528, d2=0.474 g=1.263 2/2 [==============================] - 0s 18ms/step >34, 272/693, d1=0.552, d2=0.592 g=1.170 2/2 [==============================] - 0s 18ms/step >34, 273/693, d1=0.669, d2=0.554 g=1.138 2/2 [==============================] - 0s 17ms/step >34, 274/693, d1=0.529, d2=0.583 g=1.244 2/2 [==============================] - 0s 17ms/step >34, 275/693, d1=0.554, d2=0.589 g=1.264 2/2 [==============================] - 0s 18ms/step >34, 276/693, d1=0.503, d2=0.503 g=1.206 2/2 [==============================] - 0s 18ms/step >34, 277/693, d1=0.523, d2=0.613 g=1.278 2/2 [==============================] - 0s 19ms/step >34, 278/693, d1=0.613, d2=0.462 g=1.269 2/2 [==============================] - 0s 16ms/step >34, 279/693, d1=0.502, d2=0.536 g=1.481 2/2 [==============================] - 0s 18ms/step >34, 280/693, d1=0.523, d2=0.503 g=1.233 2/2 [==============================] - 0s 18ms/step >34, 281/693, d1=0.602, d2=0.490 g=1.252 2/2 [==============================] - 0s 19ms/step >34, 282/693, d1=0.657, d2=0.512 g=1.243 2/2 [==============================] - 0s 17ms/step >34, 283/693, d1=0.560, d2=0.654 g=1.288 2/2 [==============================] - 0s 17ms/step >34, 284/693, d1=0.659, d2=0.464 g=1.237 2/2 [==============================] - 0s 17ms/step >34, 285/693, d1=0.486, d2=0.636 g=1.367 2/2 [==============================] - 0s 17ms/step >34, 286/693, d1=0.513, d2=0.485 g=1.325 2/2 [==============================] - 0s 16ms/step >34, 287/693, d1=0.600, d2=0.484 g=1.365 2/2 [==============================] - 0s 18ms/step >34, 288/693, d1=0.713, d2=0.553 g=1.237 2/2 [==============================] - 0s 16ms/step >34, 289/693, d1=0.503, d2=0.647 g=1.226 2/2 [==============================] - 0s 17ms/step >34, 290/693, d1=0.524, d2=0.544 g=1.157 2/2 [==============================] - 0s 17ms/step >34, 291/693, d1=0.578, d2=0.603 g=1.127 2/2 [==============================] - 0s 17ms/step >34, 292/693, d1=0.562, d2=0.492 g=1.256 2/2 [==============================] - 0s 17ms/step >34, 293/693, d1=0.568, d2=0.517 g=1.373 2/2 [==============================] - 0s 18ms/step >34, 294/693, d1=0.499, d2=0.524 g=1.276 2/2 [==============================] - 0s 17ms/step >34, 295/693, d1=0.609, d2=0.509 g=1.241 2/2 [==============================] - 0s 17ms/step >34, 296/693, d1=0.653, d2=0.613 g=1.285 2/2 [==============================] - 0s 16ms/step >34, 297/693, d1=0.469, d2=0.454 g=1.401 2/2 [==============================] - 0s 16ms/step >34, 298/693, d1=0.536, d2=0.512 g=1.170 2/2 [==============================] - 0s 17ms/step >34, 299/693, d1=0.454, d2=0.607 g=1.270 2/2 [==============================] - 0s 16ms/step >34, 300/693, d1=0.558, d2=0.567 g=1.168 2/2 [==============================] - 0s 18ms/step >34, 301/693, d1=0.558, d2=0.602 g=1.170 2/2 [==============================] - 0s 17ms/step >34, 302/693, d1=0.643, d2=0.535 g=1.257 2/2 [==============================] - 0s 17ms/step >34, 303/693, d1=0.532, d2=0.531 g=1.335 2/2 [==============================] - 0s 17ms/step >34, 304/693, d1=0.582, d2=0.511 g=1.273 2/2 [==============================] - 0s 17ms/step >34, 305/693, d1=0.585, d2=0.596 g=1.276 2/2 [==============================] - 0s 17ms/step >34, 306/693, d1=0.582, d2=0.481 g=1.166 2/2 [==============================] - 0s 17ms/step >34, 307/693, d1=0.484, d2=0.504 g=1.316 2/2 [==============================] - 0s 18ms/step >34, 308/693, d1=0.569, d2=0.535 g=1.218 2/2 [==============================] - 0s 18ms/step >34, 309/693, d1=0.537, d2=0.568 g=1.155 2/2 [==============================] - 0s 16ms/step >34, 310/693, d1=0.560, d2=0.483 g=1.203 2/2 [==============================] - 0s 17ms/step >34, 311/693, d1=0.547, d2=0.461 g=1.208 2/2 [==============================] - 0s 17ms/step >34, 312/693, d1=0.613, d2=0.611 g=1.075 2/2 [==============================] - 0s 18ms/step >34, 313/693, d1=0.612, d2=0.553 g=1.152 2/2 [==============================] - 0s 16ms/step >34, 314/693, d1=0.539, d2=0.612 g=1.159 2/2 [==============================] - 0s 18ms/step >34, 315/693, d1=0.532, d2=0.578 g=1.274 2/2 [==============================] - 0s 16ms/step >34, 316/693, d1=0.500, d2=0.543 g=1.354 2/2 [==============================] - 0s 17ms/step >34, 317/693, d1=0.643, d2=0.520 g=1.317 2/2 [==============================] - 0s 18ms/step >34, 318/693, d1=0.579, d2=0.551 g=1.261 2/2 [==============================] - 0s 16ms/step >34, 319/693, d1=0.576, d2=0.706 g=1.260 2/2 [==============================] - 0s 16ms/step >34, 320/693, d1=0.501, d2=0.550 g=1.365 2/2 [==============================] - 0s 17ms/step >34, 321/693, d1=0.639, d2=0.442 g=1.229 2/2 [==============================] - 0s 18ms/step >34, 322/693, d1=0.600, d2=0.516 g=1.208 2/2 [==============================] - 0s 17ms/step >34, 323/693, d1=0.495, d2=0.604 g=1.316 2/2 [==============================] - 0s 19ms/step >34, 324/693, d1=0.580, d2=0.530 g=1.254 2/2 [==============================] - 0s 18ms/step >34, 325/693, d1=0.571, d2=0.490 g=1.254 2/2 [==============================] - 0s 18ms/step >34, 326/693, d1=0.585, d2=0.573 g=1.225 2/2 [==============================] - 0s 18ms/step >34, 327/693, d1=0.553, d2=0.516 g=1.314 2/2 [==============================] - 0s 17ms/step >34, 328/693, d1=0.469, d2=0.587 g=1.141 2/2 [==============================] - 0s 18ms/step >34, 329/693, d1=0.587, d2=0.620 g=1.263 2/2 [==============================] - 0s 18ms/step >34, 330/693, d1=0.481, d2=0.561 g=1.445 2/2 [==============================] - 0s 16ms/step >34, 331/693, d1=0.646, d2=0.425 g=1.411 2/2 [==============================] - 0s 16ms/step >34, 332/693, d1=0.630, d2=0.489 g=1.238 2/2 [==============================] - 0s 18ms/step >34, 333/693, d1=0.562, d2=0.557 g=1.191 2/2 [==============================] - 0s 16ms/step >34, 334/693, d1=0.579, d2=0.683 g=1.093 2/2 [==============================] - 0s 16ms/step >34, 335/693, d1=0.551, d2=0.563 g=1.118 2/2 [==============================] - 0s 17ms/step >34, 336/693, d1=0.487, d2=0.432 g=1.341 2/2 [==============================] - 0s 17ms/step >34, 337/693, d1=0.604, d2=0.563 g=1.280 2/2 [==============================] - 0s 18ms/step >34, 338/693, d1=0.498, d2=0.548 g=1.228 2/2 [==============================] - 0s 16ms/step >34, 339/693, d1=0.531, d2=0.465 g=1.153 2/2 [==============================] - 0s 19ms/step >34, 340/693, d1=0.560, d2=0.540 g=1.158 2/2 [==============================] - 0s 18ms/step >34, 341/693, d1=0.559, d2=0.493 g=1.147 2/2 [==============================] - 0s 17ms/step >34, 342/693, d1=0.478, d2=0.559 g=1.258 2/2 [==============================] - 0s 18ms/step >34, 343/693, d1=0.580, d2=0.577 g=1.316 2/2 [==============================] - 0s 18ms/step >34, 344/693, d1=0.578, d2=0.510 g=1.349 2/2 [==============================] - 0s 17ms/step >34, 345/693, d1=0.678, d2=0.510 g=1.119 2/2 [==============================] - 0s 17ms/step >34, 346/693, d1=0.569, d2=0.548 g=1.173 2/2 [==============================] - 0s 16ms/step >34, 347/693, d1=0.457, d2=0.569 g=1.131 2/2 [==============================] - 0s 18ms/step >34, 348/693, d1=0.459, d2=0.517 g=1.282 2/2 [==============================] - 0s 17ms/step >34, 349/693, d1=0.561, d2=0.580 g=1.286 2/2 [==============================] - 0s 18ms/step >34, 350/693, d1=0.665, d2=0.521 g=1.296 2/2 [==============================] - 0s 17ms/step >34, 351/693, d1=0.482, d2=0.468 g=1.242 2/2 [==============================] - 0s 17ms/step >34, 352/693, d1=0.491, d2=0.555 g=1.206 2/2 [==============================] - 0s 16ms/step >34, 353/693, d1=0.605, d2=0.655 g=1.257 2/2 [==============================] - 0s 17ms/step >34, 354/693, d1=0.550, d2=0.565 g=1.300 2/2 [==============================] - 0s 17ms/step >34, 355/693, d1=0.640, d2=0.584 g=1.209 2/2 [==============================] - 0s 18ms/step >34, 356/693, d1=0.469, d2=0.480 g=1.316 2/2 [==============================] - 0s 16ms/step >34, 357/693, d1=0.519, d2=0.485 g=1.331 2/2 [==============================] - 0s 17ms/step >34, 358/693, d1=0.564, d2=0.579 g=1.207 2/2 [==============================] - 0s 17ms/step >34, 359/693, d1=0.548, d2=0.521 g=1.311 2/2 [==============================] - 0s 17ms/step >34, 360/693, d1=0.582, d2=0.572 g=1.216 2/2 [==============================] - 0s 16ms/step >34, 361/693, d1=0.627, d2=0.456 g=1.214 2/2 [==============================] - 0s 16ms/step >34, 362/693, d1=0.594, d2=0.537 g=1.227 2/2 [==============================] - 0s 17ms/step >34, 363/693, d1=0.519, d2=0.625 g=1.175 2/2 [==============================] - 0s 16ms/step >34, 364/693, d1=0.446, d2=0.508 g=1.400 2/2 [==============================] - 0s 16ms/step >34, 365/693, d1=0.580, d2=0.490 g=1.368 2/2 [==============================] - 0s 16ms/step >34, 366/693, d1=0.565, d2=0.517 g=1.250 2/2 [==============================] - 0s 17ms/step >34, 367/693, d1=0.558, d2=0.618 g=1.176 2/2 [==============================] - 0s 17ms/step >34, 368/693, d1=0.460, d2=0.490 g=1.287 2/2 [==============================] - 0s 17ms/step >34, 369/693, d1=0.621, d2=0.473 g=1.287 2/2 [==============================] - 0s 17ms/step >34, 370/693, d1=0.580, d2=0.448 g=1.222 2/2 [==============================] - 0s 17ms/step >34, 371/693, d1=0.545, d2=0.535 g=1.132 2/2 [==============================] - 0s 20ms/step >34, 372/693, d1=0.517, d2=0.622 g=1.258 2/2 [==============================] - 0s 17ms/step >34, 373/693, d1=0.438, d2=0.595 g=1.279 2/2 [==============================] - 0s 17ms/step >34, 374/693, d1=0.601, d2=0.599 g=1.319 2/2 [==============================] - 0s 17ms/step >34, 375/693, d1=0.678, d2=0.464 g=1.197 2/2 [==============================] - 0s 17ms/step >34, 376/693, d1=0.514, d2=0.552 g=1.178 2/2 [==============================] - 0s 18ms/step >34, 377/693, d1=0.616, d2=0.621 g=1.242 2/2 [==============================] - 0s 17ms/step >34, 378/693, d1=0.587, d2=0.597 g=1.319 2/2 [==============================] - 0s 18ms/step >34, 379/693, d1=0.584, d2=0.449 g=1.137 2/2 [==============================] - 0s 17ms/step >34, 380/693, d1=0.550, d2=0.657 g=1.326 2/2 [==============================] - 0s 17ms/step >34, 381/693, d1=0.507, d2=0.566 g=1.282 2/2 [==============================] - 0s 18ms/step >34, 382/693, d1=0.479, d2=0.647 g=1.230 2/2 [==============================] - 0s 18ms/step >34, 383/693, d1=0.647, d2=0.472 g=1.321 2/2 [==============================] - 0s 18ms/step >34, 384/693, d1=0.573, d2=0.617 g=1.354 2/2 [==============================] - 0s 18ms/step >34, 385/693, d1=0.636, d2=0.428 g=1.379 2/2 [==============================] - 0s 17ms/step >34, 386/693, d1=0.572, d2=0.497 g=1.126 2/2 [==============================] - 0s 16ms/step >34, 387/693, d1=0.582, d2=0.552 g=1.394 2/2 [==============================] - 0s 19ms/step >34, 388/693, d1=0.533, d2=0.426 g=1.418 2/2 [==============================] - 0s 18ms/step >34, 389/693, d1=0.665, d2=0.477 g=1.260 2/2 [==============================] - 0s 17ms/step >34, 390/693, d1=0.497, d2=0.619 g=1.174 2/2 [==============================] - 0s 18ms/step >34, 391/693, d1=0.464, d2=0.676 g=1.193 2/2 [==============================] - 0s 17ms/step >34, 392/693, d1=0.511, d2=0.493 g=1.336 2/2 [==============================] - 0s 19ms/step >34, 393/693, d1=0.564, d2=0.560 g=1.315 2/2 [==============================] - 0s 18ms/step >34, 394/693, d1=0.566, d2=0.473 g=1.291 2/2 [==============================] - 0s 18ms/step >34, 395/693, d1=0.560, d2=0.652 g=1.303 2/2 [==============================] - 0s 17ms/step >34, 396/693, d1=0.694, d2=0.611 g=1.209 2/2 [==============================] - 0s 18ms/step >34, 397/693, d1=0.487, d2=0.611 g=1.182 2/2 [==============================] - 0s 17ms/step >34, 398/693, d1=0.584, d2=0.538 g=1.250 2/2 [==============================] - 0s 16ms/step >34, 399/693, d1=0.513, d2=0.598 g=1.323 2/2 [==============================] - 0s 17ms/step >34, 400/693, d1=0.600, d2=0.602 g=1.335 2/2 [==============================] - 0s 17ms/step >34, 401/693, d1=0.608, d2=0.489 g=1.397 2/2 [==============================] - 0s 18ms/step >34, 402/693, d1=0.678, d2=0.569 g=1.234 2/2 [==============================] - 0s 18ms/step >34, 403/693, d1=0.563, d2=0.548 g=1.115 2/2 [==============================] - 0s 18ms/step >34, 404/693, d1=0.535, d2=0.570 g=1.180 2/2 [==============================] - 0s 19ms/step >34, 405/693, d1=0.539, d2=0.503 g=1.252 2/2 [==============================] - 0s 18ms/step >34, 406/693, d1=0.504, d2=0.556 g=1.231 2/2 [==============================] - 0s 18ms/step >34, 407/693, d1=0.562, d2=0.492 g=1.316 2/2 [==============================] - 0s 18ms/step >34, 408/693, d1=0.687, d2=0.529 g=1.293 2/2 [==============================] - 0s 17ms/step >34, 409/693, d1=0.546, d2=0.539 g=1.178 2/2 [==============================] - 0s 19ms/step >34, 410/693, d1=0.513, d2=0.566 g=1.212 2/2 [==============================] - 0s 17ms/step >34, 411/693, d1=0.501, d2=0.586 g=1.191 2/2 [==============================] - 0s 16ms/step >34, 412/693, d1=0.499, d2=0.487 g=1.213 2/2 [==============================] - 0s 17ms/step >34, 413/693, d1=0.524, d2=0.590 g=1.282 2/2 [==============================] - 0s 17ms/step >34, 414/693, d1=0.551, d2=0.466 g=1.267 2/2 [==============================] - 0s 16ms/step >34, 415/693, d1=0.660, d2=0.632 g=1.159 2/2 [==============================] - 0s 16ms/step >34, 416/693, d1=0.593, d2=0.565 g=1.203 2/2 [==============================] - 0s 18ms/step >34, 417/693, d1=0.459, d2=0.515 g=1.384 2/2 [==============================] - 0s 17ms/step >34, 418/693, d1=0.493, d2=0.496 g=1.354 2/2 [==============================] - 0s 18ms/step >34, 419/693, d1=0.679, d2=0.484 g=1.270 2/2 [==============================] - 0s 17ms/step >34, 420/693, d1=0.629, d2=0.520 g=1.225 2/2 [==============================] - 0s 21ms/step >34, 421/693, d1=0.602, d2=0.542 g=1.231 2/2 [==============================] - 0s 18ms/step >34, 422/693, d1=0.620, d2=0.580 g=1.176 2/2 [==============================] - 0s 20ms/step >34, 423/693, d1=0.568, d2=0.522 g=1.207 2/2 [==============================] - 0s 17ms/step >34, 424/693, d1=0.595, d2=0.569 g=1.124 2/2 [==============================] - 0s 17ms/step >34, 425/693, d1=0.617, d2=0.559 g=1.279 2/2 [==============================] - 0s 16ms/step >34, 426/693, d1=0.419, d2=0.493 g=1.352 2/2 [==============================] - 0s 18ms/step >34, 427/693, d1=0.561, d2=0.639 g=1.338 2/2 [==============================] - 0s 17ms/step >34, 428/693, d1=0.630, d2=0.566 g=1.382 2/2 [==============================] - 0s 17ms/step >34, 429/693, d1=0.645, d2=0.492 g=1.220 2/2 [==============================] - 0s 17ms/step >34, 430/693, d1=0.460, d2=0.559 g=1.303 2/2 [==============================] - 0s 19ms/step >34, 431/693, d1=0.527, d2=0.547 g=1.353 2/2 [==============================] - 0s 17ms/step >34, 432/693, d1=0.583, d2=0.587 g=1.335 2/2 [==============================] - 0s 17ms/step >34, 433/693, d1=0.599, d2=0.555 g=1.197 2/2 [==============================] - 0s 17ms/step >34, 434/693, d1=0.543, d2=0.614 g=1.141 2/2 [==============================] - 0s 18ms/step >34, 435/693, d1=0.502, d2=0.532 g=1.291 2/2 [==============================] - 0s 18ms/step >34, 436/693, d1=0.624, d2=0.629 g=1.349 2/2 [==============================] - 0s 15ms/step >34, 437/693, d1=0.575, d2=0.451 g=1.252 2/2 [==============================] - 0s 17ms/step >34, 438/693, d1=0.571, d2=0.512 g=1.194 2/2 [==============================] - 0s 17ms/step >34, 439/693, d1=0.558, d2=0.512 g=1.210 2/2 [==============================] - 0s 17ms/step >34, 440/693, d1=0.550, d2=0.525 g=1.226 2/2 [==============================] - 0s 18ms/step >34, 441/693, d1=0.454, d2=0.577 g=1.272 2/2 [==============================] - 0s 18ms/step >34, 442/693, d1=0.565, d2=0.570 g=1.218 2/2 [==============================] - 0s 17ms/step >34, 443/693, d1=0.468, d2=0.495 g=1.323 2/2 [==============================] - 0s 17ms/step >34, 444/693, d1=0.509, d2=0.589 g=1.331 2/2 [==============================] - 0s 16ms/step >34, 445/693, d1=0.484, d2=0.488 g=1.299 2/2 [==============================] - 0s 17ms/step >34, 446/693, d1=0.597, d2=0.465 g=1.406 2/2 [==============================] - 0s 16ms/step >34, 447/693, d1=0.518, d2=0.481 g=1.297 2/2 [==============================] - 0s 17ms/step >34, 448/693, d1=0.577, d2=0.551 g=1.399 2/2 [==============================] - 0s 18ms/step >34, 449/693, d1=0.517, d2=0.503 g=1.282 2/2 [==============================] - 0s 17ms/step >34, 450/693, d1=0.735, d2=0.723 g=1.557 2/2 [==============================] - 0s 17ms/step >34, 451/693, d1=0.461, d2=0.362 g=1.427 2/2 [==============================] - 0s 16ms/step >34, 452/693, d1=0.565, d2=0.469 g=1.490 2/2 [==============================] - 0s 18ms/step >34, 453/693, d1=0.538, d2=0.437 g=1.292 2/2 [==============================] - 0s 17ms/step >34, 454/693, d1=0.502, d2=0.500 g=1.356 2/2 [==============================] - 0s 17ms/step >34, 455/693, d1=0.560, d2=0.632 g=1.102 2/2 [==============================] - 0s 17ms/step >34, 456/693, d1=0.474, d2=0.559 g=1.204 2/2 [==============================] - 0s 17ms/step >34, 457/693, d1=0.598, d2=0.551 g=1.335 2/2 [==============================] - 0s 18ms/step >34, 458/693, d1=0.596, d2=0.478 g=1.293 2/2 [==============================] - 0s 17ms/step >34, 459/693, d1=0.474, d2=0.429 g=1.266 2/2 [==============================] - 0s 17ms/step >34, 460/693, d1=0.543, d2=0.642 g=1.279 2/2 [==============================] - 0s 19ms/step >34, 461/693, d1=0.514, d2=0.567 g=1.443 2/2 [==============================] - 0s 17ms/step >34, 462/693, d1=0.717, d2=0.571 g=1.385 2/2 [==============================] - 0s 17ms/step >34, 463/693, d1=0.597, d2=0.483 g=1.406 2/2 [==============================] - 0s 17ms/step >34, 464/693, d1=0.534, d2=0.444 g=1.463 2/2 [==============================] - 0s 16ms/step >34, 465/693, d1=0.433, d2=0.697 g=1.286 2/2 [==============================] - 0s 19ms/step >34, 466/693, d1=0.471, d2=0.598 g=1.270 2/2 [==============================] - 0s 17ms/step >34, 467/693, d1=0.508, d2=0.469 g=1.434 2/2 [==============================] - 0s 17ms/step >34, 468/693, d1=0.565, d2=0.510 g=1.458 2/2 [==============================] - 0s 18ms/step >34, 469/693, d1=0.619, d2=0.443 g=1.208 2/2 [==============================] - 0s 18ms/step >34, 470/693, d1=0.544, d2=0.558 g=1.269 2/2 [==============================] - 0s 18ms/step >34, 471/693, d1=0.488, d2=0.542 g=1.330 2/2 [==============================] - 0s 18ms/step >34, 472/693, d1=0.452, d2=0.554 g=1.283 2/2 [==============================] - 0s 17ms/step >34, 473/693, d1=0.656, d2=0.603 g=1.265 2/2 [==============================] - 0s 17ms/step >34, 474/693, d1=0.554, d2=0.557 g=1.243 2/2 [==============================] - 0s 17ms/step >34, 475/693, d1=0.543, d2=0.506 g=1.296 2/2 [==============================] - 0s 18ms/step >34, 476/693, d1=0.666, d2=0.546 g=1.200 2/2 [==============================] - 0s 17ms/step >34, 477/693, d1=0.681, d2=0.575 g=1.241 2/2 [==============================] - 0s 16ms/step >34, 478/693, d1=0.544, d2=0.551 g=1.123 2/2 [==============================] - 0s 17ms/step >34, 479/693, d1=0.510, d2=0.619 g=1.199 2/2 [==============================] - 0s 17ms/step >34, 480/693, d1=0.493, d2=0.548 g=1.215 2/2 [==============================] - 0s 17ms/step >34, 481/693, d1=0.658, d2=0.505 g=1.351 2/2 [==============================] - 0s 18ms/step >34, 482/693, d1=0.592, d2=0.495 g=1.241 2/2 [==============================] - 0s 17ms/step >34, 483/693, d1=0.467, d2=0.596 g=1.173 2/2 [==============================] - 0s 18ms/step >34, 484/693, d1=0.598, d2=0.514 g=1.229 2/2 [==============================] - 0s 19ms/step >34, 485/693, d1=0.552, d2=0.523 g=1.204 2/2 [==============================] - 0s 18ms/step >34, 486/693, d1=0.634, d2=0.561 g=1.117 2/2 [==============================] - 0s 17ms/step >34, 487/693, d1=0.481, d2=0.558 g=1.211 2/2 [==============================] - 0s 17ms/step >34, 488/693, d1=0.485, d2=0.642 g=1.277 2/2 [==============================] - 0s 18ms/step >34, 489/693, d1=0.554, d2=0.499 g=1.274 2/2 [==============================] - 0s 17ms/step >34, 490/693, d1=0.554, d2=0.568 g=1.380 2/2 [==============================] - 0s 18ms/step >34, 491/693, d1=0.546, d2=0.496 g=1.244 2/2 [==============================] - 0s 17ms/step >34, 492/693, d1=0.453, d2=0.552 g=1.152 2/2 [==============================] - 0s 17ms/step >34, 493/693, d1=0.471, d2=0.553 g=1.292 2/2 [==============================] - 0s 18ms/step >34, 494/693, d1=0.545, d2=0.555 g=1.361 2/2 [==============================] - 0s 16ms/step >34, 495/693, d1=0.640, d2=0.438 g=1.311 2/2 [==============================] - 0s 17ms/step >34, 496/693, d1=0.562, d2=0.546 g=1.321 2/2 [==============================] - 0s 17ms/step >34, 497/693, d1=0.503, d2=0.507 g=1.294 2/2 [==============================] - 0s 18ms/step >34, 498/693, d1=0.548, d2=0.692 g=1.450 2/2 [==============================] - 0s 18ms/step >34, 499/693, d1=0.689, d2=0.506 g=1.351 2/2 [==============================] - 0s 18ms/step >34, 500/693, d1=0.586, d2=0.598 g=1.245 2/2 [==============================] - 0s 18ms/step >34, 501/693, d1=0.499, d2=0.545 g=1.278 2/2 [==============================] - 0s 18ms/step >34, 502/693, d1=0.592, d2=0.505 g=1.253 2/2 [==============================] - 0s 17ms/step >34, 503/693, d1=0.493, d2=0.518 g=1.233 2/2 [==============================] - 0s 17ms/step >34, 504/693, d1=0.529, d2=0.460 g=1.410 2/2 [==============================] - 0s 17ms/step >34, 505/693, d1=0.563, d2=0.574 g=1.328 2/2 [==============================] - 0s 18ms/step >34, 506/693, d1=0.514, d2=0.536 g=1.328 2/2 [==============================] - 0s 17ms/step >34, 507/693, d1=0.654, d2=0.538 g=1.349 2/2 [==============================] - 0s 16ms/step >34, 508/693, d1=0.542, d2=0.497 g=1.235 2/2 [==============================] - 0s 17ms/step >34, 509/693, d1=0.605, d2=0.651 g=1.295 2/2 [==============================] - 0s 17ms/step >34, 510/693, d1=0.573, d2=0.640 g=1.537 2/2 [==============================] - 0s 17ms/step >34, 511/693, d1=0.645, d2=0.538 g=1.242 2/2 [==============================] - 0s 16ms/step >34, 512/693, d1=0.658, d2=0.524 g=1.279 2/2 [==============================] - 0s 17ms/step >34, 513/693, d1=0.650, d2=0.477 g=1.037 2/2 [==============================] - 0s 18ms/step >34, 514/693, d1=0.536, d2=0.622 g=1.152 2/2 [==============================] - 0s 19ms/step >34, 515/693, d1=0.569, d2=0.601 g=1.188 2/2 [==============================] - 0s 17ms/step >34, 516/693, d1=0.545, d2=0.526 g=1.357 2/2 [==============================] - 0s 17ms/step >34, 517/693, d1=0.563, d2=0.464 g=1.180 2/2 [==============================] - 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0s 17ms/step >34, 529/693, d1=0.516, d2=0.456 g=1.143 2/2 [==============================] - 0s 18ms/step >34, 530/693, d1=0.545, d2=0.536 g=1.286 2/2 [==============================] - 0s 18ms/step >34, 531/693, d1=0.497, d2=0.478 g=1.328 2/2 [==============================] - 0s 17ms/step >34, 532/693, d1=0.562, d2=0.511 g=1.359 2/2 [==============================] - 0s 18ms/step >34, 533/693, d1=0.617, d2=0.574 g=1.257 2/2 [==============================] - 0s 19ms/step >34, 534/693, d1=0.562, d2=0.519 g=1.271 2/2 [==============================] - 0s 18ms/step >34, 535/693, d1=0.545, d2=0.547 g=1.176 2/2 [==============================] - 0s 18ms/step >34, 536/693, d1=0.412, d2=0.489 g=1.454 2/2 [==============================] - 0s 16ms/step >34, 537/693, d1=0.633, d2=0.547 g=1.331 2/2 [==============================] - 0s 17ms/step >34, 538/693, d1=0.511, d2=0.479 g=1.424 2/2 [==============================] - 0s 16ms/step >34, 539/693, d1=0.623, d2=0.493 g=1.251 2/2 [==============================] - 0s 16ms/step >34, 540/693, d1=0.557, d2=0.491 g=1.268 2/2 [==============================] - 0s 17ms/step >34, 541/693, d1=0.597, d2=0.574 g=1.153 2/2 [==============================] - 0s 17ms/step >34, 542/693, d1=0.542, d2=0.584 g=1.136 2/2 [==============================] - 0s 17ms/step >34, 543/693, d1=0.609, d2=0.532 g=1.148 2/2 [==============================] - 0s 18ms/step >34, 544/693, d1=0.629, d2=0.674 g=1.178 2/2 [==============================] - 0s 18ms/step >34, 545/693, d1=0.559, d2=0.549 g=1.226 2/2 [==============================] - 0s 18ms/step >34, 546/693, d1=0.562, d2=0.545 g=1.188 2/2 [==============================] - 0s 17ms/step >34, 547/693, d1=0.617, d2=0.608 g=1.153 2/2 [==============================] - 0s 17ms/step >34, 548/693, d1=0.584, d2=0.454 g=1.227 2/2 [==============================] - 0s 17ms/step >34, 549/693, d1=0.562, d2=0.546 g=1.249 2/2 [==============================] - 0s 18ms/step >34, 550/693, d1=0.513, d2=0.545 g=1.374 2/2 [==============================] - 0s 18ms/step >34, 551/693, d1=0.630, d2=0.766 g=1.239 2/2 [==============================] - 0s 17ms/step >34, 552/693, d1=0.503, d2=0.601 g=1.257 2/2 [==============================] - 0s 16ms/step >34, 553/693, d1=0.558, d2=0.490 g=1.157 2/2 [==============================] - 0s 17ms/step >34, 554/693, d1=0.649, d2=0.494 g=1.192 2/2 [==============================] - 0s 17ms/step >34, 555/693, d1=0.582, d2=0.531 g=1.149 2/2 [==============================] - 0s 17ms/step >34, 556/693, d1=0.576, d2=0.576 g=1.291 2/2 [==============================] - 0s 17ms/step >34, 557/693, d1=0.518, d2=0.550 g=1.268 2/2 [==============================] - 0s 18ms/step >34, 558/693, d1=0.593, d2=0.537 g=1.380 2/2 [==============================] - 0s 18ms/step >34, 559/693, d1=0.470, d2=0.512 g=1.305 2/2 [==============================] - 0s 17ms/step >34, 560/693, d1=0.553, d2=0.512 g=1.317 2/2 [==============================] - 0s 18ms/step >34, 561/693, d1=0.613, d2=0.511 g=1.336 2/2 [==============================] - 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0s 17ms/step >34, 573/693, d1=0.555, d2=0.477 g=1.240 2/2 [==============================] - 0s 17ms/step >34, 574/693, d1=0.565, d2=0.657 g=1.241 2/2 [==============================] - 0s 17ms/step >34, 575/693, d1=0.559, d2=0.597 g=1.151 2/2 [==============================] - 0s 17ms/step >34, 576/693, d1=0.482, d2=0.511 g=1.355 2/2 [==============================] - 0s 18ms/step >34, 577/693, d1=0.528, d2=0.457 g=1.256 2/2 [==============================] - 0s 18ms/step >34, 578/693, d1=0.497, d2=0.447 g=1.274 2/2 [==============================] - 0s 17ms/step >34, 579/693, d1=0.564, d2=0.504 g=1.289 2/2 [==============================] - 0s 17ms/step >34, 580/693, d1=0.521, d2=0.506 g=1.336 2/2 [==============================] - 0s 17ms/step >34, 581/693, d1=0.604, d2=0.545 g=1.323 2/2 [==============================] - 0s 16ms/step >34, 582/693, d1=0.739, d2=0.544 g=1.339 2/2 [==============================] - 0s 17ms/step >34, 583/693, d1=0.485, d2=0.575 g=1.111 2/2 [==============================] - 0s 18ms/step >34, 584/693, d1=0.508, d2=0.555 g=1.210 2/2 [==============================] - 0s 16ms/step >34, 585/693, d1=0.494, d2=0.477 g=1.222 2/2 [==============================] - 0s 17ms/step >34, 586/693, d1=0.486, d2=0.566 g=1.210 2/2 [==============================] - 0s 17ms/step >34, 587/693, d1=0.624, d2=0.485 g=1.271 2/2 [==============================] - 0s 17ms/step >34, 588/693, d1=0.596, d2=0.463 g=1.205 2/2 [==============================] - 0s 17ms/step >34, 589/693, d1=0.575, d2=0.615 g=1.243 2/2 [==============================] - 0s 18ms/step >34, 590/693, d1=0.521, d2=0.565 g=1.317 2/2 [==============================] - 0s 17ms/step >34, 591/693, d1=0.550, d2=0.491 g=1.236 2/2 [==============================] - 0s 18ms/step >34, 592/693, d1=0.626, d2=0.538 g=1.128 2/2 [==============================] - 0s 18ms/step >34, 593/693, d1=0.495, d2=0.650 g=1.309 2/2 [==============================] - 0s 18ms/step >34, 594/693, d1=0.471, d2=0.516 g=1.431 2/2 [==============================] - 0s 16ms/step >34, 595/693, d1=0.660, d2=0.498 g=1.252 2/2 [==============================] - 0s 17ms/step >34, 596/693, d1=0.593, d2=0.596 g=1.228 2/2 [==============================] - 0s 17ms/step >34, 597/693, d1=0.579, d2=0.584 g=1.168 2/2 [==============================] - 0s 18ms/step >34, 598/693, d1=0.527, d2=0.601 g=1.225 2/2 [==============================] - 0s 16ms/step >34, 599/693, d1=0.588, d2=0.569 g=1.121 2/2 [==============================] - 0s 16ms/step >34, 600/693, d1=0.441, d2=0.547 g=1.200 2/2 [==============================] - 0s 20ms/step >34, 601/693, d1=0.566, d2=0.633 g=1.150 2/2 [==============================] - 0s 17ms/step >34, 602/693, d1=0.503, d2=0.513 g=1.275 2/2 [==============================] - 0s 17ms/step >34, 603/693, d1=0.574, d2=0.582 g=1.360 2/2 [==============================] - 0s 18ms/step >34, 604/693, d1=0.589, d2=0.462 g=1.166 2/2 [==============================] - 0s 17ms/step >34, 605/693, d1=0.560, d2=0.525 g=1.239 2/2 [==============================] - 0s 17ms/step >34, 606/693, d1=0.612, d2=0.541 g=1.259 2/2 [==============================] - 0s 17ms/step >34, 607/693, d1=0.554, d2=0.516 g=1.226 2/2 [==============================] - 0s 17ms/step >34, 608/693, d1=0.545, d2=0.511 g=1.286 2/2 [==============================] - 0s 18ms/step >34, 609/693, d1=0.584, d2=0.623 g=1.072 2/2 [==============================] - 0s 17ms/step >34, 610/693, d1=0.487, d2=0.587 g=1.254 2/2 [==============================] - 0s 17ms/step >34, 611/693, d1=0.494, d2=0.641 g=1.340 2/2 [==============================] - 0s 18ms/step >34, 612/693, d1=0.645, d2=0.451 g=1.334 2/2 [==============================] - 0s 18ms/step >34, 613/693, d1=0.574, d2=0.548 g=1.206 2/2 [==============================] - 0s 18ms/step >34, 614/693, d1=0.455, d2=0.512 g=1.291 2/2 [==============================] - 0s 17ms/step >34, 615/693, d1=0.581, d2=0.616 g=1.268 2/2 [==============================] - 0s 18ms/step >34, 616/693, d1=0.567, d2=0.463 g=1.298 2/2 [==============================] - 0s 18ms/step >34, 617/693, d1=0.436, d2=0.495 g=1.415 2/2 [==============================] - 0s 17ms/step >34, 618/693, d1=0.615, d2=0.462 g=1.199 2/2 [==============================] - 0s 18ms/step >34, 619/693, d1=0.482, d2=0.606 g=1.195 2/2 [==============================] - 0s 18ms/step >34, 620/693, d1=0.608, d2=0.591 g=1.227 2/2 [==============================] - 0s 17ms/step >34, 621/693, d1=0.547, d2=0.674 g=1.358 2/2 [==============================] - 0s 17ms/step >34, 622/693, d1=0.557, d2=0.476 g=1.214 2/2 [==============================] - 0s 16ms/step >34, 623/693, d1=0.631, d2=0.475 g=1.357 2/2 [==============================] - 0s 17ms/step >34, 624/693, d1=0.650, d2=0.542 g=1.202 2/2 [==============================] - 0s 18ms/step >34, 625/693, d1=0.423, d2=0.511 g=1.238 2/2 [==============================] - 0s 17ms/step >34, 626/693, d1=0.586, d2=0.503 g=1.143 2/2 [==============================] - 0s 17ms/step >34, 627/693, d1=0.536, d2=0.581 g=1.179 2/2 [==============================] - 0s 17ms/step >34, 628/693, d1=0.615, d2=0.604 g=1.272 2/2 [==============================] - 0s 20ms/step >34, 629/693, d1=0.508, d2=0.546 g=1.216 2/2 [==============================] - 0s 17ms/step >34, 630/693, d1=0.554, d2=0.486 g=1.293 2/2 [==============================] - 0s 16ms/step >34, 631/693, d1=0.454, d2=0.494 g=1.289 2/2 [==============================] - 0s 18ms/step >34, 632/693, d1=0.566, d2=0.540 g=1.316 2/2 [==============================] - 0s 18ms/step >34, 633/693, d1=0.649, d2=0.627 g=1.118 2/2 [==============================] - 0s 18ms/step >34, 634/693, d1=0.529, d2=0.571 g=1.084 2/2 [==============================] - 0s 19ms/step >34, 635/693, d1=0.580, d2=0.645 g=1.237 2/2 [==============================] - 0s 19ms/step >34, 636/693, d1=0.561, d2=0.556 g=1.166 2/2 [==============================] - 0s 19ms/step >34, 637/693, d1=0.616, d2=0.585 g=1.259 2/2 [==============================] - 0s 20ms/step >34, 638/693, d1=0.575, d2=0.619 g=1.241 2/2 [==============================] - 0s 24ms/step >34, 639/693, d1=0.551, d2=0.638 g=1.182 2/2 [==============================] - 0s 20ms/step >34, 640/693, d1=0.558, d2=0.517 g=1.309 2/2 [==============================] - 0s 18ms/step >34, 641/693, d1=0.648, d2=0.572 g=1.341 2/2 [==============================] - 0s 20ms/step >34, 642/693, d1=0.513, d2=0.543 g=1.341 2/2 [==============================] - 0s 19ms/step >34, 643/693, d1=0.554, d2=0.501 g=1.221 2/2 [==============================] - 0s 20ms/step >34, 644/693, d1=0.709, d2=0.606 g=1.333 2/2 [==============================] - 0s 21ms/step >34, 645/693, d1=0.544, d2=0.557 g=1.356 2/2 [==============================] - 0s 19ms/step >34, 646/693, d1=0.488, d2=0.477 g=1.367 2/2 [==============================] - 0s 21ms/step >34, 647/693, d1=0.551, d2=0.441 g=1.286 2/2 [==============================] - 0s 19ms/step >34, 648/693, d1=0.478, d2=0.563 g=1.285 2/2 [==============================] - 0s 19ms/step >34, 649/693, d1=0.497, d2=0.718 g=1.281 2/2 [==============================] - 0s 20ms/step >34, 650/693, d1=0.623, d2=0.504 g=1.310 2/2 [==============================] - 0s 20ms/step >34, 651/693, d1=0.659, d2=0.437 g=1.256 2/2 [==============================] - 0s 20ms/step >34, 652/693, d1=0.537, d2=0.521 g=1.390 2/2 [==============================] - 0s 20ms/step >34, 653/693, d1=0.529, d2=0.551 g=1.334 2/2 [==============================] - 0s 20ms/step >34, 654/693, d1=0.585, d2=0.624 g=1.200 2/2 [==============================] - 0s 19ms/step >34, 655/693, d1=0.556, d2=0.434 g=1.190 2/2 [==============================] - 0s 20ms/step >34, 656/693, d1=0.552, d2=0.599 g=1.177 2/2 [==============================] - 0s 20ms/step >34, 657/693, d1=0.560, d2=0.640 g=1.240 2/2 [==============================] - 0s 19ms/step >34, 658/693, d1=0.597, d2=0.568 g=1.298 2/2 [==============================] - 0s 21ms/step >34, 659/693, d1=0.601, d2=0.502 g=1.288 2/2 [==============================] - 0s 19ms/step >34, 660/693, d1=0.514, d2=0.524 g=1.264 2/2 [==============================] - 0s 19ms/step >34, 661/693, d1=0.510, d2=0.575 g=1.338 2/2 [==============================] - 0s 20ms/step >34, 662/693, d1=0.607, d2=0.641 g=1.281 2/2 [==============================] - 0s 20ms/step >34, 663/693, d1=0.547, d2=0.590 g=1.247 2/2 [==============================] - 0s 20ms/step >34, 664/693, d1=0.612, d2=0.609 g=1.247 2/2 [==============================] - 0s 19ms/step >34, 665/693, d1=0.620, d2=0.523 g=1.246 2/2 [==============================] - 0s 22ms/step >34, 666/693, d1=0.511, d2=0.505 g=1.206 2/2 [==============================] - 0s 20ms/step >34, 667/693, d1=0.553, d2=0.644 g=1.193 2/2 [==============================] - 0s 20ms/step >34, 668/693, d1=0.519, d2=0.532 g=1.288 2/2 [==============================] - 0s 21ms/step >34, 669/693, d1=0.589, d2=0.460 g=1.278 2/2 [==============================] - 0s 19ms/step >34, 670/693, d1=0.519, d2=0.579 g=1.255 2/2 [==============================] - 0s 17ms/step >34, 671/693, d1=0.508, d2=0.534 g=1.215 2/2 [==============================] - 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0s 17ms/step >35, 1/693, d1=0.502, d2=0.569 g=1.245 2/2 [==============================] - 0s 18ms/step >35, 2/693, d1=0.541, d2=0.585 g=1.311 2/2 [==============================] - 0s 18ms/step >35, 3/693, d1=0.621, d2=0.427 g=1.341 2/2 [==============================] - 0s 18ms/step >35, 4/693, d1=0.588, d2=0.513 g=1.314 2/2 [==============================] - 0s 17ms/step >35, 5/693, d1=0.530, d2=0.525 g=1.158 2/2 [==============================] - 0s 17ms/step >35, 6/693, d1=0.527, d2=0.479 g=1.148 2/2 [==============================] - 0s 18ms/step >35, 7/693, d1=0.367, d2=0.660 g=1.194 2/2 [==============================] - 0s 16ms/step >35, 8/693, d1=0.565, d2=0.450 g=1.233 2/2 [==============================] - 0s 16ms/step >35, 9/693, d1=0.544, d2=0.550 g=1.462 2/2 [==============================] - 0s 17ms/step >35, 10/693, d1=0.609, d2=0.550 g=1.322 2/2 [==============================] - 0s 17ms/step >35, 11/693, d1=0.473, d2=0.472 g=1.352 2/2 [==============================] - 0s 16ms/step >35, 12/693, d1=0.559, d2=0.749 g=1.254 2/2 [==============================] - 0s 17ms/step >35, 13/693, d1=0.469, d2=0.529 g=1.316 2/2 [==============================] - 0s 17ms/step >35, 14/693, d1=0.519, d2=0.540 g=1.346 2/2 [==============================] - 0s 16ms/step >35, 15/693, d1=0.627, d2=0.455 g=1.325 2/2 [==============================] - 0s 17ms/step >35, 16/693, d1=0.557, d2=0.488 g=1.226 2/2 [==============================] - 0s 16ms/step >35, 17/693, d1=0.459, d2=0.560 g=1.445 2/2 [==============================] - 0s 16ms/step >35, 18/693, d1=0.531, d2=0.367 g=1.385 2/2 [==============================] - 0s 18ms/step >35, 19/693, d1=0.546, d2=0.475 g=1.321 2/2 [==============================] - 0s 17ms/step >35, 20/693, d1=0.478, d2=0.481 g=1.287 2/2 [==============================] - 0s 17ms/step >35, 21/693, d1=0.573, d2=0.731 g=1.345 2/2 [==============================] - 0s 16ms/step >35, 22/693, d1=0.442, d2=0.493 g=1.368 2/2 [==============================] - 0s 16ms/step >35, 23/693, d1=0.601, d2=0.485 g=1.359 2/2 [==============================] - 0s 17ms/step >35, 24/693, d1=0.522, d2=0.613 g=1.364 2/2 [==============================] - 0s 18ms/step >35, 25/693, d1=0.549, d2=0.525 g=1.196 2/2 [==============================] - 0s 17ms/step >35, 26/693, d1=0.612, d2=0.603 g=1.334 2/2 [==============================] - 0s 17ms/step >35, 27/693, d1=0.607, d2=0.580 g=1.368 2/2 [==============================] - 0s 16ms/step >35, 28/693, d1=0.508, d2=0.548 g=1.242 2/2 [==============================] - 0s 17ms/step >35, 29/693, d1=0.575, d2=0.426 g=1.178 2/2 [==============================] - 0s 17ms/step >35, 30/693, d1=0.634, d2=0.495 g=1.261 2/2 [==============================] - 0s 18ms/step >35, 31/693, d1=0.535, d2=0.505 g=1.320 2/2 [==============================] - 0s 17ms/step >35, 32/693, d1=0.610, d2=0.546 g=1.141 2/2 [==============================] - 0s 17ms/step >35, 33/693, d1=0.494, d2=0.582 g=1.207 2/2 [==============================] - 0s 16ms/step >35, 34/693, d1=0.588, d2=0.558 g=1.203 2/2 [==============================] - 0s 17ms/step >35, 35/693, d1=0.536, d2=0.484 g=1.092 2/2 [==============================] - 0s 17ms/step >35, 36/693, d1=0.518, d2=0.523 g=1.163 2/2 [==============================] - 0s 17ms/step >35, 37/693, d1=0.521, d2=0.668 g=1.238 2/2 [==============================] - 0s 17ms/step >35, 38/693, d1=0.509, d2=0.565 g=1.309 2/2 [==============================] - 0s 16ms/step >35, 39/693, d1=0.519, d2=0.516 g=1.293 2/2 [==============================] - 0s 17ms/step >35, 40/693, d1=0.552, d2=0.552 g=1.303 2/2 [==============================] - 0s 17ms/step >35, 41/693, d1=0.575, d2=0.512 g=1.232 2/2 [==============================] - 0s 19ms/step >35, 42/693, d1=0.510, d2=0.552 g=1.287 2/2 [==============================] - 0s 17ms/step >35, 43/693, d1=0.563, d2=0.498 g=1.237 2/2 [==============================] - 0s 16ms/step >35, 44/693, d1=0.542, d2=0.573 g=1.254 2/2 [==============================] - 0s 20ms/step >35, 45/693, d1=0.492, d2=0.536 g=1.436 2/2 [==============================] - 0s 18ms/step >35, 46/693, d1=0.615, d2=0.443 g=1.279 2/2 [==============================] - 0s 16ms/step >35, 47/693, d1=0.621, d2=0.526 g=1.177 2/2 [==============================] - 0s 17ms/step >35, 48/693, d1=0.616, d2=0.580 g=1.242 2/2 [==============================] - 0s 17ms/step >35, 49/693, d1=0.619, d2=0.535 g=1.162 2/2 [==============================] - 0s 17ms/step >35, 50/693, d1=0.593, d2=0.552 g=1.227 2/2 [==============================] - 0s 18ms/step >35, 51/693, d1=0.461, d2=0.490 g=1.271 2/2 [==============================] - 0s 17ms/step >35, 52/693, d1=0.639, d2=0.461 g=1.351 2/2 [==============================] - 0s 17ms/step >35, 53/693, d1=0.620, d2=0.613 g=1.233 2/2 [==============================] - 0s 17ms/step >35, 54/693, d1=0.504, d2=0.622 g=1.325 2/2 [==============================] - 0s 17ms/step >35, 55/693, d1=0.532, d2=0.466 g=1.309 2/2 [==============================] - 0s 19ms/step >35, 56/693, d1=0.477, d2=0.487 g=1.212 2/2 [==============================] - 0s 17ms/step >35, 57/693, d1=0.519, d2=0.554 g=1.172 2/2 [==============================] - 0s 17ms/step >35, 58/693, d1=0.630, d2=0.574 g=1.084 2/2 [==============================] - 0s 19ms/step >35, 59/693, d1=0.477, d2=0.531 g=1.281 2/2 [==============================] - 0s 16ms/step >35, 60/693, d1=0.580, d2=0.583 g=1.343 2/2 [==============================] - 0s 16ms/step >35, 61/693, d1=0.638, d2=0.644 g=1.282 2/2 [==============================] - 0s 18ms/step >35, 62/693, d1=0.553, d2=0.468 g=1.282 2/2 [==============================] - 0s 17ms/step >35, 63/693, d1=0.575, d2=0.593 g=1.270 2/2 [==============================] - 0s 16ms/step >35, 64/693, d1=0.520, d2=0.495 g=1.238 2/2 [==============================] - 0s 17ms/step >35, 65/693, d1=0.661, d2=0.467 g=1.263 2/2 [==============================] - 0s 18ms/step >35, 66/693, d1=0.514, d2=0.502 g=1.163 2/2 [==============================] - 0s 17ms/step >35, 67/693, d1=0.624, d2=0.569 g=1.221 2/2 [==============================] - 0s 18ms/step >35, 68/693, d1=0.503, d2=0.560 g=1.199 2/2 [==============================] - 0s 17ms/step >35, 69/693, d1=0.570, d2=0.525 g=1.288 2/2 [==============================] - 0s 18ms/step >35, 70/693, d1=0.631, d2=0.541 g=1.287 2/2 [==============================] - 0s 17ms/step >35, 71/693, d1=0.526, d2=0.492 g=1.253 2/2 [==============================] - 0s 20ms/step >35, 72/693, d1=0.462, d2=0.496 g=1.208 2/2 [==============================] - 0s 19ms/step >35, 73/693, d1=0.513, d2=0.650 g=1.251 2/2 [==============================] - 0s 15ms/step >35, 74/693, d1=0.601, d2=0.512 g=1.360 2/2 [==============================] - 0s 17ms/step >35, 75/693, d1=0.559, d2=0.520 g=1.342 2/2 [==============================] - 0s 17ms/step >35, 76/693, d1=0.576, d2=0.579 g=1.167 2/2 [==============================] - 0s 19ms/step >35, 77/693, d1=0.516, d2=0.541 g=1.245 2/2 [==============================] - 0s 17ms/step >35, 78/693, d1=0.584, d2=0.537 g=1.201 2/2 [==============================] - 0s 19ms/step >35, 79/693, d1=0.469, d2=0.546 g=1.273 2/2 [==============================] - 0s 17ms/step >35, 80/693, d1=0.535, d2=0.510 g=1.311 2/2 [==============================] - 0s 17ms/step >35, 81/693, d1=0.684, d2=0.583 g=1.178 2/2 [==============================] - 0s 16ms/step >35, 82/693, d1=0.613, d2=0.701 g=1.306 2/2 [==============================] - 0s 18ms/step >35, 83/693, d1=0.564, d2=0.577 g=1.225 2/2 [==============================] - 0s 17ms/step >35, 84/693, d1=0.584, d2=0.569 g=1.141 2/2 [==============================] - 0s 17ms/step >35, 85/693, d1=0.541, d2=0.433 g=1.302 2/2 [==============================] - 0s 17ms/step >35, 86/693, d1=0.624, d2=0.618 g=1.206 2/2 [==============================] - 0s 20ms/step >35, 87/693, d1=0.439, d2=0.610 g=1.399 2/2 [==============================] - 0s 16ms/step >35, 88/693, d1=0.598, d2=0.522 g=1.274 2/2 [==============================] - 0s 18ms/step >35, 89/693, d1=0.586, d2=0.551 g=1.359 2/2 [==============================] - 0s 20ms/step >35, 90/693, d1=0.584, d2=0.563 g=1.271 2/2 [==============================] - 0s 17ms/step >35, 91/693, d1=0.700, d2=0.597 g=1.151 2/2 [==============================] - 0s 17ms/step >35, 92/693, d1=0.554, d2=0.576 g=1.235 2/2 [==============================] - 0s 17ms/step >35, 93/693, d1=0.515, d2=0.694 g=1.266 2/2 [==============================] - 0s 17ms/step >35, 94/693, d1=0.580, d2=0.543 g=1.386 2/2 [==============================] - 0s 16ms/step >35, 95/693, d1=0.593, d2=0.497 g=1.273 2/2 [==============================] - 0s 19ms/step >35, 96/693, d1=0.583, d2=0.517 g=1.283 2/2 [==============================] - 0s 17ms/step >35, 97/693, d1=0.477, d2=0.561 g=1.240 2/2 [==============================] - 0s 17ms/step >35, 98/693, d1=0.600, d2=0.605 g=1.143 2/2 [==============================] - 0s 18ms/step >35, 99/693, d1=0.546, d2=0.540 g=1.292 2/2 [==============================] - 0s 17ms/step >35, 100/693, d1=0.591, d2=0.607 g=1.340 2/2 [==============================] - 0s 18ms/step >35, 101/693, d1=0.543, d2=0.554 g=1.311 2/2 [==============================] - 0s 18ms/step >35, 102/693, d1=0.624, d2=0.426 g=1.204 2/2 [==============================] - 0s 18ms/step >35, 103/693, d1=0.502, d2=0.510 g=1.169 2/2 [==============================] - 0s 17ms/step >35, 104/693, d1=0.559, d2=0.549 g=1.164 2/2 [==============================] - 0s 18ms/step >35, 105/693, d1=0.480, d2=0.615 g=1.200 2/2 [==============================] - 0s 18ms/step >35, 106/693, d1=0.555, d2=0.530 g=1.299 2/2 [==============================] - 0s 19ms/step >35, 107/693, d1=0.563, d2=0.554 g=1.376 2/2 [==============================] - 0s 17ms/step >35, 108/693, d1=0.502, d2=0.568 g=1.326 2/2 [==============================] - 0s 17ms/step >35, 109/693, d1=0.639, d2=0.451 g=1.398 2/2 [==============================] - 0s 16ms/step >35, 110/693, d1=0.497, d2=0.425 g=1.514 2/2 [==============================] - 0s 16ms/step >35, 111/693, d1=0.582, d2=0.451 g=1.307 2/2 [==============================] - 0s 15ms/step >35, 112/693, d1=0.582, d2=0.529 g=1.338 2/2 [==============================] - 0s 18ms/step >35, 113/693, d1=0.510, d2=0.535 g=1.233 2/2 [==============================] - 0s 18ms/step >35, 114/693, d1=0.571, d2=0.512 g=1.252 2/2 [==============================] - 0s 18ms/step >35, 115/693, d1=0.480, d2=0.489 g=1.188 2/2 [==============================] - 0s 17ms/step >35, 116/693, d1=0.651, d2=0.536 g=1.242 2/2 [==============================] - 0s 17ms/step >35, 117/693, d1=0.484, d2=0.508 g=1.150 2/2 [==============================] - 0s 17ms/step >35, 118/693, d1=0.490, d2=0.652 g=1.203 2/2 [==============================] - 0s 16ms/step >35, 119/693, d1=0.483, d2=0.630 g=1.111 2/2 [==============================] - 0s 17ms/step >35, 120/693, d1=0.542, d2=0.438 g=1.255 2/2 [==============================] - 0s 17ms/step >35, 121/693, d1=0.573, d2=0.514 g=1.436 2/2 [==============================] - 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0s 18ms/step >35, 133/693, d1=0.478, d2=0.467 g=1.347 2/2 [==============================] - 0s 17ms/step >35, 134/693, d1=0.525, d2=0.534 g=1.340 2/2 [==============================] - 0s 16ms/step >35, 135/693, d1=0.472, d2=0.475 g=1.362 2/2 [==============================] - 0s 18ms/step >35, 136/693, d1=0.400, d2=0.527 g=1.582 2/2 [==============================] - 0s 19ms/step >35, 137/693, d1=0.608, d2=0.411 g=1.603 2/2 [==============================] - 0s 17ms/step >35, 138/693, d1=0.620, d2=0.476 g=1.370 2/2 [==============================] - 0s 17ms/step >35, 139/693, d1=0.518, d2=0.462 g=1.296 2/2 [==============================] - 0s 16ms/step >35, 140/693, d1=0.545, d2=0.626 g=1.237 2/2 [==============================] - 0s 17ms/step >35, 141/693, d1=0.577, d2=0.478 g=1.366 2/2 [==============================] - 0s 17ms/step >35, 142/693, d1=0.522, d2=0.465 g=1.556 2/2 [==============================] - 0s 16ms/step >35, 143/693, d1=0.593, d2=0.426 g=1.329 2/2 [==============================] - 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0s 17ms/step >35, 265/693, d1=0.647, d2=0.557 g=1.398 2/2 [==============================] - 0s 17ms/step >35, 266/693, d1=0.614, d2=0.496 g=1.486 2/2 [==============================] - 0s 17ms/step >35, 267/693, d1=0.604, d2=0.543 g=1.523 2/2 [==============================] - 0s 17ms/step >35, 268/693, d1=0.497, d2=0.514 g=1.526 2/2 [==============================] - 0s 16ms/step >35, 269/693, d1=0.506, d2=0.492 g=1.397 2/2 [==============================] - 0s 17ms/step >35, 270/693, d1=0.537, d2=0.573 g=1.373 2/2 [==============================] - 0s 17ms/step >35, 271/693, d1=0.632, d2=0.453 g=1.496 2/2 [==============================] - 0s 17ms/step >35, 272/693, d1=0.442, d2=0.541 g=1.396 2/2 [==============================] - 0s 17ms/step >35, 273/693, d1=0.594, d2=0.526 g=1.224 2/2 [==============================] - 0s 16ms/step >35, 274/693, d1=0.610, d2=0.520 g=1.274 2/2 [==============================] - 0s 16ms/step >35, 275/693, d1=0.498, d2=0.591 g=1.299 2/2 [==============================] - 0s 17ms/step >35, 276/693, d1=0.571, d2=0.514 g=1.315 2/2 [==============================] - 0s 17ms/step >35, 277/693, d1=0.503, d2=0.548 g=1.311 2/2 [==============================] - 0s 17ms/step >35, 278/693, d1=0.503, d2=0.480 g=1.362 2/2 [==============================] - 0s 16ms/step >35, 279/693, d1=0.596, d2=0.569 g=1.344 2/2 [==============================] - 0s 18ms/step >35, 280/693, d1=0.608, d2=0.564 g=1.256 2/2 [==============================] - 0s 16ms/step >35, 281/693, d1=0.532, d2=0.575 g=1.326 2/2 [==============================] - 0s 16ms/step >35, 282/693, d1=0.558, d2=0.542 g=1.226 2/2 [==============================] - 0s 17ms/step >35, 283/693, d1=0.563, d2=0.570 g=1.355 2/2 [==============================] - 0s 16ms/step >35, 284/693, d1=0.516, d2=0.629 g=1.296 2/2 [==============================] - 0s 17ms/step >35, 285/693, d1=0.479, d2=0.516 g=1.355 2/2 [==============================] - 0s 17ms/step >35, 286/693, d1=0.570, d2=0.522 g=1.355 2/2 [==============================] - 0s 17ms/step >35, 287/693, d1=0.742, d2=0.616 g=1.280 2/2 [==============================] - 0s 16ms/step >35, 288/693, d1=0.564, d2=0.467 g=1.267 2/2 [==============================] - 0s 17ms/step >35, 289/693, d1=0.603, d2=0.488 g=1.112 2/2 [==============================] - 0s 17ms/step >35, 290/693, d1=0.469, d2=0.635 g=1.230 2/2 [==============================] - 0s 17ms/step >35, 291/693, d1=0.453, d2=0.563 g=1.187 2/2 [==============================] - 0s 16ms/step >35, 292/693, d1=0.595, d2=0.509 g=1.264 2/2 [==============================] - 0s 17ms/step >35, 293/693, d1=0.558, d2=0.544 g=1.306 2/2 [==============================] - 0s 16ms/step >35, 294/693, d1=0.610, d2=0.566 g=1.298 2/2 [==============================] - 0s 18ms/step >35, 295/693, d1=0.482, d2=0.517 g=1.244 2/2 [==============================] - 0s 18ms/step >35, 296/693, d1=0.662, d2=0.570 g=1.150 2/2 [==============================] - 0s 17ms/step >35, 297/693, d1=0.552, d2=0.689 g=1.204 2/2 [==============================] - 0s 18ms/step >35, 298/693, d1=0.625, d2=0.520 g=1.288 2/2 [==============================] - 0s 18ms/step >35, 299/693, d1=0.706, d2=0.530 g=1.232 2/2 [==============================] - 0s 16ms/step >35, 300/693, d1=0.423, d2=0.563 g=1.275 2/2 [==============================] - 0s 19ms/step >35, 301/693, d1=0.510, d2=0.575 g=1.223 2/2 [==============================] - 0s 17ms/step >35, 302/693, d1=0.590, d2=0.551 g=1.202 2/2 [==============================] - 0s 18ms/step >35, 303/693, d1=0.540, d2=0.543 g=1.286 2/2 [==============================] - 0s 18ms/step >35, 304/693, d1=0.518, d2=0.487 g=1.391 2/2 [==============================] - 0s 16ms/step >35, 305/693, d1=0.598, d2=0.472 g=1.258 2/2 [==============================] - 0s 16ms/step >35, 306/693, d1=0.551, d2=0.529 g=1.228 2/2 [==============================] - 0s 18ms/step >35, 307/693, d1=0.490, d2=0.524 g=1.283 2/2 [==============================] - 0s 16ms/step >35, 308/693, d1=0.531, d2=0.538 g=1.327 2/2 [==============================] - 0s 18ms/step >35, 309/693, d1=0.606, d2=0.475 g=1.380 2/2 [==============================] - 0s 18ms/step >35, 310/693, d1=0.501, d2=0.504 g=1.255 2/2 [==============================] - 0s 19ms/step >35, 311/693, d1=0.455, d2=0.576 g=1.235 2/2 [==============================] - 0s 17ms/step >35, 312/693, d1=0.502, d2=0.583 g=1.363 2/2 [==============================] - 0s 17ms/step >35, 313/693, d1=0.635, d2=0.463 g=1.345 2/2 [==============================] - 0s 17ms/step >35, 314/693, d1=0.598, d2=0.550 g=1.296 2/2 [==============================] - 0s 17ms/step >35, 315/693, d1=0.554, d2=0.529 g=1.410 2/2 [==============================] - 0s 19ms/step >35, 316/693, d1=0.639, d2=0.506 g=1.192 2/2 [==============================] - 0s 19ms/step >35, 317/693, d1=0.494, d2=0.536 g=1.230 2/2 [==============================] - 0s 17ms/step >35, 318/693, d1=0.515, d2=0.583 g=1.367 2/2 [==============================] - 0s 17ms/step >35, 319/693, d1=0.567, d2=0.496 g=1.418 2/2 [==============================] - 0s 18ms/step >35, 320/693, d1=0.688, d2=0.462 g=1.316 2/2 [==============================] - 0s 19ms/step >35, 321/693, d1=0.456, d2=0.570 g=1.142 2/2 [==============================] - 0s 17ms/step >35, 322/693, d1=0.617, d2=0.665 g=1.332 2/2 [==============================] - 0s 17ms/step >35, 323/693, d1=0.538, d2=0.503 g=1.362 2/2 [==============================] - 0s 17ms/step >35, 324/693, d1=0.667, d2=0.650 g=1.270 2/2 [==============================] - 0s 16ms/step >35, 325/693, d1=0.597, d2=0.514 g=1.279 2/2 [==============================] - 0s 16ms/step >35, 326/693, d1=0.537, d2=0.521 g=1.278 2/2 [==============================] - 0s 19ms/step >35, 327/693, d1=0.600, d2=0.551 g=1.191 2/2 [==============================] - 0s 17ms/step >35, 328/693, d1=0.530, d2=0.544 g=1.313 2/2 [==============================] - 0s 18ms/step >35, 329/693, d1=0.440, d2=0.490 g=1.358 2/2 [==============================] - 0s 17ms/step >35, 330/693, d1=0.597, d2=0.554 g=1.392 2/2 [==============================] - 0s 17ms/step >35, 331/693, d1=0.614, d2=0.492 g=1.348 2/2 [==============================] - 0s 19ms/step >35, 332/693, d1=0.584, d2=0.564 g=1.196 2/2 [==============================] - 0s 18ms/step >35, 333/693, d1=0.643, d2=0.571 g=1.276 2/2 [==============================] - 0s 16ms/step >35, 334/693, d1=0.485, d2=0.502 g=1.258 2/2 [==============================] - 0s 18ms/step >35, 335/693, d1=0.571, d2=0.630 g=1.171 2/2 [==============================] - 0s 16ms/step >35, 336/693, d1=0.542, d2=0.631 g=1.257 2/2 [==============================] - 0s 17ms/step >35, 337/693, d1=0.571, d2=0.539 g=1.180 2/2 [==============================] - 0s 17ms/step >35, 338/693, d1=0.622, d2=0.533 g=1.270 2/2 [==============================] - 0s 17ms/step >35, 339/693, d1=0.473, d2=0.521 g=1.240 2/2 [==============================] - 0s 17ms/step >35, 340/693, d1=0.593, d2=0.555 g=1.225 2/2 [==============================] - 0s 16ms/step >35, 341/693, d1=0.622, d2=0.558 g=1.215 2/2 [==============================] - 0s 17ms/step >35, 342/693, d1=0.603, d2=0.523 g=1.178 2/2 [==============================] - 0s 18ms/step >35, 343/693, d1=0.575, d2=0.518 g=1.136 2/2 [==============================] - 0s 16ms/step >35, 344/693, d1=0.488, d2=0.427 g=1.231 2/2 [==============================] - 0s 16ms/step >35, 345/693, d1=0.566, d2=0.585 g=1.203 2/2 [==============================] - 0s 17ms/step >35, 346/693, d1=0.543, d2=0.667 g=1.278 2/2 [==============================] - 0s 18ms/step >35, 347/693, d1=0.514, d2=0.495 g=1.281 2/2 [==============================] - 0s 17ms/step >35, 348/693, d1=0.665, d2=0.617 g=1.245 2/2 [==============================] - 0s 17ms/step >35, 349/693, d1=0.554, d2=0.443 g=1.357 2/2 [==============================] - 0s 18ms/step >35, 350/693, d1=0.546, d2=0.527 g=1.380 2/2 [==============================] - 0s 17ms/step >35, 351/693, d1=0.527, d2=0.470 g=1.307 2/2 [==============================] - 0s 17ms/step >35, 352/693, d1=0.681, d2=0.517 g=1.301 2/2 [==============================] - 0s 16ms/step >35, 353/693, d1=0.578, d2=0.549 g=1.229 2/2 [==============================] - 0s 17ms/step >35, 354/693, d1=0.435, d2=0.524 g=1.184 2/2 [==============================] - 0s 17ms/step >35, 355/693, d1=0.613, d2=0.589 g=1.256 2/2 [==============================] - 0s 16ms/step >35, 356/693, d1=0.535, d2=0.631 g=1.210 2/2 [==============================] - 0s 17ms/step >35, 357/693, d1=0.589, d2=0.609 g=1.280 2/2 [==============================] - 0s 17ms/step >35, 358/693, d1=0.519, d2=0.532 g=1.382 2/2 [==============================] - 0s 18ms/step >35, 359/693, d1=0.524, d2=0.502 g=1.520 2/2 [==============================] - 0s 19ms/step >35, 360/693, d1=0.789, d2=0.453 g=1.302 2/2 [==============================] - 0s 18ms/step >35, 361/693, d1=0.583, d2=0.624 g=1.269 2/2 [==============================] - 0s 17ms/step >35, 362/693, d1=0.449, d2=0.577 g=1.171 2/2 [==============================] - 0s 19ms/step >35, 363/693, d1=0.632, d2=0.493 g=1.173 2/2 [==============================] - 0s 18ms/step >35, 364/693, d1=0.539, d2=0.540 g=1.243 2/2 [==============================] - 0s 14ms/step >35, 365/693, d1=0.574, d2=0.560 g=1.201 2/2 [==============================] - 0s 17ms/step >35, 366/693, d1=0.637, d2=0.485 g=1.201 2/2 [==============================] - 0s 17ms/step >35, 367/693, d1=0.593, d2=0.578 g=1.146 2/2 [==============================] - 0s 16ms/step >35, 368/693, d1=0.612, d2=0.560 g=1.123 2/2 [==============================] - 0s 16ms/step >35, 369/693, d1=0.507, d2=0.476 g=1.123 2/2 [==============================] - 0s 16ms/step >35, 370/693, d1=0.523, d2=0.562 g=1.158 2/2 [==============================] - 0s 17ms/step >35, 371/693, d1=0.522, d2=0.491 g=1.260 2/2 [==============================] - 0s 18ms/step >35, 372/693, d1=0.452, d2=0.685 g=1.172 2/2 [==============================] - 0s 17ms/step >35, 373/693, d1=0.635, d2=0.525 g=1.208 2/2 [==============================] - 0s 16ms/step >35, 374/693, d1=0.632, d2=0.457 g=1.252 2/2 [==============================] - 0s 18ms/step >35, 375/693, d1=0.478, d2=0.604 g=1.234 2/2 [==============================] - 0s 18ms/step >35, 376/693, d1=0.587, d2=0.529 g=1.457 2/2 [==============================] - 0s 17ms/step >35, 377/693, d1=0.530, d2=0.581 g=1.502 2/2 [==============================] - 0s 18ms/step >35, 378/693, d1=0.648, d2=0.565 g=1.181 2/2 [==============================] - 0s 18ms/step >35, 379/693, d1=0.544, d2=0.494 g=1.172 2/2 [==============================] - 0s 17ms/step >35, 380/693, d1=0.563, d2=0.568 g=1.047 2/2 [==============================] - 0s 17ms/step >35, 381/693, d1=0.546, d2=0.588 g=1.164 2/2 [==============================] - 0s 16ms/step >35, 382/693, d1=0.495, d2=0.596 g=1.390 2/2 [==============================] - 0s 17ms/step >35, 383/693, d1=0.547, d2=0.462 g=1.230 2/2 [==============================] - 0s 16ms/step >35, 384/693, d1=0.550, d2=0.442 g=1.357 2/2 [==============================] - 0s 17ms/step >35, 385/693, d1=0.542, d2=0.512 g=1.359 2/2 [==============================] - 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0s 16ms/step >35, 397/693, d1=0.606, d2=0.542 g=1.379 2/2 [==============================] - 0s 17ms/step >35, 398/693, d1=0.565, d2=0.517 g=1.321 2/2 [==============================] - 0s 18ms/step >35, 399/693, d1=0.565, d2=0.518 g=1.269 2/2 [==============================] - 0s 17ms/step >35, 400/693, d1=0.524, d2=0.524 g=1.275 2/2 [==============================] - 0s 16ms/step >35, 401/693, d1=0.573, d2=0.497 g=1.138 2/2 [==============================] - 0s 18ms/step >35, 402/693, d1=0.609, d2=0.566 g=1.223 2/2 [==============================] - 0s 16ms/step >35, 403/693, d1=0.556, d2=0.554 g=1.387 2/2 [==============================] - 0s 17ms/step >35, 404/693, d1=0.644, d2=0.501 g=1.170 2/2 [==============================] - 0s 17ms/step >35, 405/693, d1=0.569, d2=0.711 g=1.225 2/2 [==============================] - 0s 17ms/step >35, 406/693, d1=0.548, d2=0.532 g=1.497 2/2 [==============================] - 0s 17ms/step >35, 407/693, d1=0.680, d2=0.518 g=1.241 2/2 [==============================] - 0s 16ms/step >35, 408/693, d1=0.549, d2=0.585 g=1.208 2/2 [==============================] - 0s 17ms/step >35, 409/693, d1=0.576, d2=0.694 g=1.267 2/2 [==============================] - 0s 17ms/step >35, 410/693, d1=0.481, d2=0.500 g=1.278 2/2 [==============================] - 0s 17ms/step >35, 411/693, d1=0.601, d2=0.462 g=1.255 2/2 [==============================] - 0s 18ms/step >35, 412/693, d1=0.609, d2=0.528 g=1.283 2/2 [==============================] - 0s 17ms/step >35, 413/693, d1=0.532, d2=0.629 g=1.177 2/2 [==============================] - 0s 18ms/step >35, 414/693, d1=0.484, d2=0.457 g=1.223 2/2 [==============================] - 0s 17ms/step >35, 415/693, d1=0.538, d2=0.560 g=1.274 2/2 [==============================] - 0s 17ms/step >35, 416/693, d1=0.684, d2=0.517 g=1.288 2/2 [==============================] - 0s 17ms/step >35, 417/693, d1=0.524, d2=0.546 g=1.284 2/2 [==============================] - 0s 19ms/step >35, 418/693, d1=0.528, d2=0.427 g=1.292 2/2 [==============================] - 0s 18ms/step >35, 419/693, d1=0.469, d2=0.636 g=1.158 2/2 [==============================] - 0s 18ms/step >35, 420/693, d1=0.489, d2=0.552 g=1.250 2/2 [==============================] - 0s 18ms/step >35, 421/693, d1=0.633, d2=0.570 g=1.266 2/2 [==============================] - 0s 18ms/step >35, 422/693, d1=0.562, d2=0.530 g=1.127 2/2 [==============================] - 0s 18ms/step >35, 423/693, d1=0.524, d2=0.532 g=1.245 2/2 [==============================] - 0s 17ms/step >35, 424/693, d1=0.520, d2=0.493 g=1.284 2/2 [==============================] - 0s 16ms/step >35, 425/693, d1=0.469, d2=0.594 g=1.411 2/2 [==============================] - 0s 18ms/step >35, 426/693, d1=0.511, d2=0.472 g=1.517 2/2 [==============================] - 0s 17ms/step >35, 427/693, d1=0.687, d2=0.480 g=1.328 2/2 [==============================] - 0s 19ms/step >35, 428/693, d1=0.538, d2=0.539 g=1.292 2/2 [==============================] - 0s 17ms/step >35, 429/693, d1=0.573, d2=0.517 g=1.240 2/2 [==============================] - 0s 16ms/step >35, 430/693, d1=0.481, d2=0.595 g=1.259 2/2 [==============================] - 0s 17ms/step >35, 431/693, d1=0.472, d2=0.561 g=1.394 2/2 [==============================] - 0s 18ms/step >35, 432/693, d1=0.592, d2=0.525 g=1.302 2/2 [==============================] - 0s 17ms/step >35, 433/693, d1=0.610, d2=0.550 g=1.315 2/2 [==============================] - 0s 17ms/step >35, 434/693, d1=0.685, d2=0.495 g=1.355 2/2 [==============================] - 0s 18ms/step >35, 435/693, d1=0.519, d2=0.446 g=1.206 2/2 [==============================] - 0s 19ms/step >35, 436/693, d1=0.560, d2=0.561 g=1.205 2/2 [==============================] - 0s 17ms/step >35, 437/693, d1=0.548, d2=0.539 g=1.172 2/2 [==============================] - 0s 18ms/step >35, 438/693, d1=0.478, d2=0.564 g=1.241 2/2 [==============================] - 0s 17ms/step >35, 439/693, d1=0.569, d2=0.554 g=1.366 2/2 [==============================] - 0s 18ms/step >35, 440/693, d1=0.632, d2=0.585 g=1.459 2/2 [==============================] - 0s 18ms/step >35, 441/693, d1=0.615, d2=0.542 g=1.331 2/2 [==============================] - 0s 19ms/step >35, 442/693, d1=0.581, d2=0.547 g=1.416 2/2 [==============================] - 0s 19ms/step >35, 443/693, d1=0.537, d2=0.550 g=1.281 2/2 [==============================] - 0s 18ms/step >35, 444/693, d1=0.589, d2=0.582 g=1.226 2/2 [==============================] - 0s 18ms/step >35, 445/693, d1=0.581, d2=0.542 g=1.398 2/2 [==============================] - 0s 17ms/step >35, 446/693, d1=0.518, d2=0.572 g=1.271 2/2 [==============================] - 0s 19ms/step >35, 447/693, d1=0.583, d2=0.466 g=1.221 2/2 [==============================] - 0s 16ms/step >35, 448/693, d1=0.554, d2=0.466 g=1.203 2/2 [==============================] - 0s 18ms/step >35, 449/693, d1=0.474, d2=0.546 g=1.124 2/2 [==============================] - 0s 19ms/step >35, 450/693, d1=0.550, d2=0.499 g=1.285 2/2 [==============================] - 0s 20ms/step >35, 451/693, d1=0.541, d2=0.585 g=1.220 2/2 [==============================] - 0s 16ms/step >35, 452/693, d1=0.553, d2=0.554 g=1.248 2/2 [==============================] - 0s 16ms/step >35, 453/693, d1=0.556, d2=0.457 g=1.395 2/2 [==============================] - 0s 19ms/step >35, 454/693, d1=0.548, d2=0.625 g=1.342 2/2 [==============================] - 0s 16ms/step >35, 455/693, d1=0.541, d2=0.453 g=1.178 2/2 [==============================] - 0s 18ms/step >35, 456/693, d1=0.673, d2=0.667 g=1.184 2/2 [==============================] - 0s 18ms/step >35, 457/693, d1=0.559, d2=0.524 g=1.253 2/2 [==============================] - 0s 16ms/step >35, 458/693, d1=0.571, d2=0.541 g=1.249 2/2 [==============================] - 0s 19ms/step >35, 459/693, d1=0.550, d2=0.463 g=1.183 2/2 [==============================] - 0s 16ms/step >35, 460/693, d1=0.607, d2=0.642 g=1.287 2/2 [==============================] - 0s 17ms/step >35, 461/693, d1=0.503, d2=0.510 g=1.268 2/2 [==============================] - 0s 16ms/step >35, 462/693, d1=0.574, d2=0.599 g=1.232 2/2 [==============================] - 0s 16ms/step >35, 463/693, d1=0.523, d2=0.544 g=1.303 2/2 [==============================] - 0s 17ms/step >35, 464/693, d1=0.567, d2=0.466 g=1.353 2/2 [==============================] - 0s 16ms/step >35, 465/693, d1=0.498, d2=0.499 g=1.250 2/2 [==============================] - 0s 17ms/step >35, 466/693, d1=0.538, d2=0.527 g=1.292 2/2 [==============================] - 0s 17ms/step >35, 467/693, d1=0.560, d2=0.566 g=1.292 2/2 [==============================] - 0s 17ms/step >35, 468/693, d1=0.497, d2=0.526 g=1.373 2/2 [==============================] - 0s 17ms/step >35, 469/693, d1=0.647, d2=0.502 g=1.282 2/2 [==============================] - 0s 18ms/step >35, 470/693, d1=0.481, d2=0.502 g=1.332 2/2 [==============================] - 0s 17ms/step >35, 471/693, d1=0.634, d2=0.576 g=1.243 2/2 [==============================] - 0s 16ms/step >35, 472/693, d1=0.589, d2=0.607 g=1.256 2/2 [==============================] - 0s 17ms/step >35, 473/693, d1=0.506, d2=0.546 g=1.228 2/2 [==============================] - 0s 18ms/step >35, 474/693, d1=0.541, d2=0.527 g=1.259 2/2 [==============================] - 0s 17ms/step >35, 475/693, d1=0.586, d2=0.635 g=1.268 2/2 [==============================] - 0s 17ms/step >35, 476/693, d1=0.557, d2=0.488 g=1.356 2/2 [==============================] - 0s 18ms/step >35, 477/693, d1=0.687, d2=0.519 g=1.294 2/2 [==============================] - 0s 18ms/step >35, 478/693, d1=0.649, d2=0.614 g=1.168 2/2 [==============================] - 0s 17ms/step >35, 479/693, d1=0.568, d2=0.550 g=1.042 2/2 [==============================] - 0s 18ms/step >35, 480/693, d1=0.517, d2=0.441 g=1.203 2/2 [==============================] - 0s 17ms/step >35, 481/693, d1=0.620, d2=0.525 g=1.208 2/2 [==============================] - 0s 16ms/step >35, 482/693, d1=0.509, d2=0.537 g=1.200 2/2 [==============================] - 0s 21ms/step >35, 483/693, d1=0.516, d2=0.562 g=1.386 2/2 [==============================] - 0s 20ms/step >35, 484/693, d1=0.538, d2=0.507 g=1.311 2/2 [==============================] - 0s 17ms/step >35, 485/693, d1=0.645, d2=0.602 g=1.259 2/2 [==============================] - 0s 18ms/step >35, 486/693, d1=0.556, d2=0.473 g=1.360 2/2 [==============================] - 0s 18ms/step >35, 487/693, d1=0.521, d2=0.562 g=1.404 2/2 [==============================] - 0s 19ms/step >35, 488/693, d1=0.577, d2=0.485 g=1.246 2/2 [==============================] - 0s 17ms/step >35, 489/693, d1=0.523, d2=0.530 g=1.308 2/2 [==============================] - 0s 20ms/step >35, 490/693, d1=0.621, d2=0.518 g=1.260 2/2 [==============================] - 0s 18ms/step >35, 491/693, d1=0.557, d2=0.534 g=1.159 2/2 [==============================] - 0s 20ms/step >35, 492/693, d1=0.555, d2=0.626 g=1.235 2/2 [==============================] - 0s 19ms/step >35, 493/693, d1=0.425, d2=0.600 g=1.204 2/2 [==============================] - 0s 17ms/step >35, 494/693, d1=0.647, d2=0.487 g=1.253 2/2 [==============================] - 0s 17ms/step >35, 495/693, d1=0.582, d2=0.449 g=1.165 2/2 [==============================] - 0s 17ms/step >35, 496/693, d1=0.540, d2=0.660 g=1.133 2/2 [==============================] - 0s 17ms/step >35, 497/693, d1=0.528, d2=0.540 g=1.213 2/2 [==============================] - 0s 17ms/step >35, 498/693, d1=0.493, d2=0.593 g=1.266 2/2 [==============================] - 0s 17ms/step >35, 499/693, d1=0.551, d2=0.558 g=1.237 2/2 [==============================] - 0s 19ms/step >35, 500/693, d1=0.503, d2=0.511 g=1.378 2/2 [==============================] - 0s 16ms/step >35, 501/693, d1=0.557, d2=0.521 g=1.305 2/2 [==============================] - 0s 20ms/step >35, 502/693, d1=0.596, d2=0.463 g=1.360 2/2 [==============================] - 0s 16ms/step >35, 503/693, d1=0.465, d2=0.394 g=1.306 2/2 [==============================] - 0s 17ms/step >35, 504/693, d1=0.535, d2=0.542 g=1.164 2/2 [==============================] - 0s 17ms/step >35, 505/693, d1=0.505, d2=0.470 g=1.224 2/2 [==============================] - 0s 17ms/step >35, 506/693, d1=0.468, d2=0.572 g=1.262 2/2 [==============================] - 0s 17ms/step >35, 507/693, d1=0.561, d2=0.495 g=1.212 2/2 [==============================] - 0s 16ms/step >35, 508/693, d1=0.548, d2=0.587 g=1.371 2/2 [==============================] - 0s 16ms/step >35, 509/693, d1=0.597, d2=0.540 g=1.328 2/2 [==============================] - 0s 17ms/step >35, 510/693, d1=0.563, d2=0.454 g=1.200 2/2 [==============================] - 0s 16ms/step >35, 511/693, d1=0.479, d2=0.586 g=1.221 2/2 [==============================] - 0s 16ms/step >35, 512/693, d1=0.641, d2=0.589 g=1.125 2/2 [==============================] - 0s 18ms/step >35, 513/693, d1=0.486, d2=0.624 g=1.373 2/2 [==============================] - 0s 17ms/step >35, 514/693, d1=0.578, d2=0.502 g=1.221 2/2 [==============================] - 0s 17ms/step >35, 515/693, d1=0.573, d2=0.473 g=1.252 2/2 [==============================] - 0s 21ms/step >35, 516/693, d1=0.476, d2=0.581 g=1.249 2/2 [==============================] - 0s 17ms/step >35, 517/693, d1=0.517, d2=0.624 g=1.282 2/2 [==============================] - 0s 16ms/step >35, 518/693, d1=0.526, d2=0.493 g=1.332 2/2 [==============================] - 0s 18ms/step >35, 519/693, d1=0.575, d2=0.565 g=1.239 2/2 [==============================] - 0s 16ms/step >35, 520/693, d1=0.607, d2=0.623 g=1.424 2/2 [==============================] - 0s 17ms/step >35, 521/693, d1=0.614, d2=0.577 g=1.297 2/2 [==============================] - 0s 17ms/step >35, 522/693, d1=0.599, d2=0.523 g=1.466 2/2 [==============================] - 0s 17ms/step >35, 523/693, d1=0.634, d2=0.381 g=1.330 2/2 [==============================] - 0s 17ms/step >35, 524/693, d1=0.522, d2=0.514 g=1.316 2/2 [==============================] - 0s 17ms/step >35, 525/693, d1=0.525, d2=0.530 g=1.278 2/2 [==============================] - 0s 17ms/step >35, 526/693, d1=0.474, d2=0.565 g=1.384 2/2 [==============================] - 0s 18ms/step >35, 527/693, d1=0.508, d2=0.569 g=1.313 2/2 [==============================] - 0s 16ms/step >35, 528/693, d1=0.609, d2=0.470 g=1.352 2/2 [==============================] - 0s 18ms/step >35, 529/693, d1=0.631, d2=0.519 g=1.379 2/2 [==============================] - 0s 17ms/step >35, 530/693, d1=0.585, d2=0.543 g=1.240 2/2 [==============================] - 0s 17ms/step >35, 531/693, d1=0.449, d2=0.656 g=1.254 2/2 [==============================] - 0s 17ms/step >35, 532/693, d1=0.527, d2=0.509 g=1.339 2/2 [==============================] - 0s 19ms/step >35, 533/693, d1=0.658, d2=0.544 g=1.272 2/2 [==============================] - 0s 17ms/step >35, 534/693, d1=0.495, d2=0.570 g=1.254 2/2 [==============================] - 0s 18ms/step >35, 535/693, d1=0.589, d2=0.512 g=1.144 2/2 [==============================] - 0s 17ms/step >35, 536/693, d1=0.667, d2=0.564 g=1.328 2/2 [==============================] - 0s 18ms/step >35, 537/693, d1=0.580, d2=0.597 g=1.369 2/2 [==============================] - 0s 18ms/step >35, 538/693, d1=0.621, d2=0.630 g=1.307 2/2 [==============================] - 0s 19ms/step >35, 539/693, d1=0.586, d2=0.487 g=1.222 2/2 [==============================] - 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0s 17ms/step >35, 639/693, d1=0.546, d2=0.527 g=1.247 2/2 [==============================] - 0s 17ms/step >35, 640/693, d1=0.661, d2=0.461 g=1.119 2/2 [==============================] - 0s 18ms/step >35, 641/693, d1=0.508, d2=0.571 g=1.175 2/2 [==============================] - 0s 18ms/step >35, 642/693, d1=0.486, d2=0.439 g=1.200 2/2 [==============================] - 0s 17ms/step >35, 643/693, d1=0.532, d2=0.611 g=1.315 2/2 [==============================] - 0s 18ms/step >35, 644/693, d1=0.480, d2=0.543 g=1.239 2/2 [==============================] - 0s 16ms/step >35, 645/693, d1=0.567, d2=0.515 g=1.219 2/2 [==============================] - 0s 17ms/step >35, 646/693, d1=0.608, d2=0.451 g=1.298 2/2 [==============================] - 0s 17ms/step >35, 647/693, d1=0.470, d2=0.619 g=1.242 2/2 [==============================] - 0s 18ms/step >35, 648/693, d1=0.554, d2=0.584 g=1.291 2/2 [==============================] - 0s 16ms/step >35, 649/693, d1=0.655, d2=0.554 g=1.409 2/2 [==============================] - 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0s 18ms/step >35, 661/693, d1=0.565, d2=0.578 g=1.355 2/2 [==============================] - 0s 17ms/step >35, 662/693, d1=0.570, d2=0.492 g=1.153 2/2 [==============================] - 0s 18ms/step >35, 663/693, d1=0.476, d2=0.517 g=1.159 2/2 [==============================] - 0s 18ms/step >35, 664/693, d1=0.566, d2=0.555 g=1.287 2/2 [==============================] - 0s 20ms/step >35, 665/693, d1=0.635, d2=0.574 g=1.158 2/2 [==============================] - 0s 18ms/step >35, 666/693, d1=0.467, d2=0.473 g=1.196 2/2 [==============================] - 0s 17ms/step >35, 667/693, d1=0.586, d2=0.553 g=1.359 2/2 [==============================] - 0s 17ms/step >35, 668/693, d1=0.393, d2=0.494 g=1.320 2/2 [==============================] - 0s 19ms/step >35, 669/693, d1=0.665, d2=0.513 g=1.395 2/2 [==============================] - 0s 17ms/step >35, 670/693, d1=0.672, d2=0.557 g=1.332 2/2 [==============================] - 0s 18ms/step >35, 671/693, d1=0.518, d2=0.609 g=1.298 2/2 [==============================] - 0s 17ms/step >35, 672/693, d1=0.622, d2=0.523 g=1.317 2/2 [==============================] - 0s 17ms/step >35, 673/693, d1=0.552, d2=0.449 g=1.550 2/2 [==============================] - 0s 19ms/step >35, 674/693, d1=0.638, d2=0.530 g=1.482 2/2 [==============================] - 0s 16ms/step >35, 675/693, d1=0.439, d2=0.524 g=1.329 2/2 [==============================] - 0s 18ms/step >35, 676/693, d1=0.483, d2=0.569 g=1.499 2/2 [==============================] - 0s 17ms/step >35, 677/693, d1=0.602, d2=0.437 g=1.345 2/2 [==============================] - 0s 16ms/step >35, 678/693, d1=0.637, d2=0.465 g=1.313 2/2 [==============================] - 0s 17ms/step >35, 679/693, d1=0.542, d2=0.490 g=1.225 2/2 [==============================] - 0s 17ms/step >35, 680/693, d1=0.499, d2=0.659 g=1.276 2/2 [==============================] - 0s 18ms/step >35, 681/693, d1=0.430, d2=0.524 g=1.422 2/2 [==============================] - 0s 16ms/step >35, 682/693, d1=0.509, d2=0.535 g=1.349 2/2 [==============================] - 0s 17ms/step >35, 683/693, d1=0.583, d2=0.446 g=1.334 2/2 [==============================] - 0s 17ms/step >35, 684/693, d1=0.573, d2=0.560 g=1.358 2/2 [==============================] - 0s 17ms/step >35, 685/693, d1=0.645, d2=0.530 g=1.245 2/2 [==============================] - 0s 17ms/step >35, 686/693, d1=0.458, d2=0.524 g=1.194 2/2 [==============================] - 0s 16ms/step >35, 687/693, d1=0.549, d2=0.553 g=1.116 2/2 [==============================] - 0s 17ms/step >35, 688/693, d1=0.504, d2=0.573 g=1.367 2/2 [==============================] - 0s 18ms/step >35, 689/693, d1=0.618, d2=0.500 g=1.236 2/2 [==============================] - 0s 17ms/step >35, 690/693, d1=0.530, d2=0.523 g=1.339 2/2 [==============================] - 0s 18ms/step >35, 691/693, d1=0.574, d2=0.499 g=1.259 2/2 [==============================] - 0s 18ms/step >35, 692/693, d1=0.647, d2=0.449 g=1.270 2/2 [==============================] - 0s 17ms/step >35, 693/693, d1=0.507, d2=0.629 g=1.221 2/2 [==============================] - 0s 17ms/step >36, 1/693, d1=0.511, d2=0.623 g=1.329 2/2 [==============================] - 0s 16ms/step >36, 2/693, d1=0.564, d2=0.504 g=1.373 2/2 [==============================] - 0s 16ms/step >36, 3/693, d1=0.605, d2=0.513 g=1.371 2/2 [==============================] - 0s 17ms/step >36, 4/693, d1=0.536, d2=0.619 g=1.440 2/2 [==============================] - 0s 17ms/step >36, 5/693, d1=0.550, d2=0.487 g=1.339 2/2 [==============================] - 0s 18ms/step >36, 6/693, d1=0.610, d2=0.583 g=1.374 2/2 [==============================] - 0s 17ms/step >36, 7/693, d1=0.608, d2=0.511 g=1.213 2/2 [==============================] - 0s 16ms/step >36, 8/693, d1=0.495, d2=0.549 g=1.219 2/2 [==============================] - 0s 18ms/step >36, 9/693, d1=0.526, d2=0.690 g=1.310 2/2 [==============================] - 0s 19ms/step >36, 10/693, d1=0.537, d2=0.492 g=1.285 2/2 [==============================] - 0s 17ms/step >36, 11/693, d1=0.566, d2=0.494 g=1.321 2/2 [==============================] - 0s 18ms/step >36, 12/693, d1=0.628, d2=0.505 g=1.240 2/2 [==============================] - 0s 17ms/step >36, 13/693, d1=0.629, d2=0.540 g=1.281 2/2 [==============================] - 0s 19ms/step >36, 14/693, d1=0.512, d2=0.526 g=1.264 2/2 [==============================] - 0s 19ms/step >36, 15/693, d1=0.583, d2=0.548 g=1.232 2/2 [==============================] - 0s 18ms/step >36, 16/693, d1=0.555, d2=0.550 g=1.240 2/2 [==============================] - 0s 17ms/step >36, 17/693, d1=0.569, d2=0.474 g=1.238 2/2 [==============================] - 0s 18ms/step >36, 18/693, d1=0.501, d2=0.556 g=1.160 2/2 [==============================] - 0s 16ms/step >36, 19/693, d1=0.589, d2=0.670 g=1.257 2/2 [==============================] - 0s 17ms/step >36, 20/693, d1=0.524, d2=0.590 g=1.269 2/2 [==============================] - 0s 18ms/step >36, 21/693, d1=0.642, d2=0.604 g=1.259 2/2 [==============================] - 0s 17ms/step >36, 22/693, d1=0.621, d2=0.607 g=1.225 2/2 [==============================] - 0s 18ms/step >36, 23/693, d1=0.463, d2=0.507 g=1.340 2/2 [==============================] - 0s 17ms/step >36, 24/693, d1=0.570, d2=0.508 g=1.366 2/2 [==============================] - 0s 19ms/step >36, 25/693, d1=0.603, d2=0.465 g=1.274 2/2 [==============================] - 0s 16ms/step >36, 26/693, d1=0.652, d2=0.486 g=1.253 2/2 [==============================] - 0s 18ms/step >36, 27/693, d1=0.493, d2=0.495 g=1.165 2/2 [==============================] - 0s 17ms/step >36, 28/693, d1=0.520, d2=0.669 g=1.287 2/2 [==============================] - 0s 17ms/step >36, 29/693, d1=0.578, d2=0.580 g=1.197 2/2 [==============================] - 0s 16ms/step >36, 30/693, d1=0.511, d2=0.590 g=1.335 2/2 [==============================] - 0s 18ms/step >36, 31/693, d1=0.498, d2=0.519 g=1.210 2/2 [==============================] - 0s 19ms/step >36, 32/693, d1=0.593, d2=0.530 g=1.196 2/2 [==============================] - 0s 17ms/step >36, 33/693, d1=0.482, d2=0.540 g=1.468 2/2 [==============================] - 0s 17ms/step >36, 34/693, d1=0.579, d2=0.475 g=1.343 2/2 [==============================] - 0s 16ms/step >36, 35/693, d1=0.608, d2=0.573 g=1.333 2/2 [==============================] - 0s 16ms/step >36, 36/693, d1=0.569, d2=0.457 g=1.336 2/2 [==============================] - 0s 16ms/step >36, 37/693, d1=0.636, d2=0.617 g=1.306 2/2 [==============================] - 0s 17ms/step >36, 38/693, d1=0.471, d2=0.558 g=1.247 2/2 [==============================] - 0s 16ms/step >36, 39/693, d1=0.523, d2=0.627 g=1.326 2/2 [==============================] - 0s 17ms/step >36, 40/693, d1=0.614, d2=0.536 g=1.300 2/2 [==============================] - 0s 16ms/step >36, 41/693, d1=0.663, d2=0.495 g=1.358 2/2 [==============================] - 0s 17ms/step >36, 42/693, d1=0.654, d2=0.559 g=1.175 2/2 [==============================] - 0s 18ms/step >36, 43/693, d1=0.540, d2=0.604 g=1.312 2/2 [==============================] - 0s 17ms/step >36, 44/693, d1=0.527, d2=0.615 g=1.203 2/2 [==============================] - 0s 16ms/step >36, 45/693, d1=0.473, d2=0.499 g=1.352 2/2 [==============================] - 0s 17ms/step >36, 46/693, d1=0.534, d2=0.571 g=1.315 2/2 [==============================] - 0s 18ms/step >36, 47/693, d1=0.548, d2=0.442 g=1.330 2/2 [==============================] - 0s 17ms/step >36, 48/693, d1=0.660, d2=0.494 g=1.315 2/2 [==============================] - 0s 18ms/step >36, 49/693, d1=0.507, d2=0.606 g=1.226 2/2 [==============================] - 0s 18ms/step >36, 50/693, d1=0.527, d2=0.567 g=1.454 2/2 [==============================] - 0s 20ms/step >36, 51/693, d1=0.628, d2=0.597 g=1.295 2/2 [==============================] - 0s 20ms/step >36, 52/693, d1=0.544, d2=0.538 g=1.301 2/2 [==============================] - 0s 20ms/step >36, 53/693, d1=0.595, d2=0.591 g=1.185 2/2 [==============================] - 0s 18ms/step >36, 54/693, d1=0.640, d2=0.637 g=1.294 2/2 [==============================] - 0s 17ms/step >36, 55/693, d1=0.651, d2=0.491 g=1.258 2/2 [==============================] - 0s 18ms/step >36, 56/693, d1=0.488, d2=0.546 g=1.182 2/2 [==============================] - 0s 20ms/step >36, 57/693, d1=0.547, d2=0.533 g=1.276 2/2 [==============================] - 0s 17ms/step >36, 58/693, d1=0.506, d2=0.448 g=1.181 2/2 [==============================] - 0s 17ms/step >36, 59/693, d1=0.524, d2=0.540 g=1.149 2/2 [==============================] - 0s 17ms/step >36, 60/693, d1=0.549, d2=0.475 g=1.283 2/2 [==============================] - 0s 18ms/step >36, 61/693, d1=0.524, d2=0.417 g=1.246 2/2 [==============================] - 0s 18ms/step >36, 62/693, d1=0.501, d2=0.491 g=1.382 2/2 [==============================] - 0s 16ms/step >36, 63/693, d1=0.507, d2=0.464 g=1.322 2/2 [==============================] - 0s 16ms/step >36, 64/693, d1=0.498, d2=0.610 g=1.328 2/2 [==============================] - 0s 17ms/step >36, 65/693, d1=0.521, d2=0.587 g=1.404 2/2 [==============================] - 0s 17ms/step >36, 66/693, d1=0.574, d2=0.450 g=1.356 2/2 [==============================] - 0s 18ms/step >36, 67/693, d1=0.576, d2=0.532 g=1.344 2/2 [==============================] - 0s 18ms/step >36, 68/693, d1=0.518, d2=0.465 g=1.364 2/2 [==============================] - 0s 19ms/step >36, 69/693, d1=0.553, d2=0.592 g=1.300 2/2 [==============================] - 0s 16ms/step >36, 70/693, d1=0.603, d2=0.444 g=1.375 2/2 [==============================] - 0s 17ms/step >36, 71/693, d1=0.414, d2=0.574 g=1.302 2/2 [==============================] - 0s 17ms/step >36, 72/693, d1=0.557, d2=0.439 g=1.472 2/2 [==============================] - 0s 18ms/step >36, 73/693, d1=0.487, d2=0.473 g=1.294 2/2 [==============================] - 0s 18ms/step >36, 74/693, d1=0.580, d2=0.493 g=1.296 2/2 [==============================] - 0s 18ms/step >36, 75/693, d1=0.476, d2=0.498 g=1.450 2/2 [==============================] - 0s 17ms/step >36, 76/693, d1=0.548, d2=0.499 g=1.364 2/2 [==============================] - 0s 17ms/step >36, 77/693, d1=0.489, d2=0.576 g=1.324 2/2 [==============================] - 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0s 18ms/step >36, 89/693, d1=0.466, d2=0.435 g=1.555 2/2 [==============================] - 0s 17ms/step >36, 90/693, d1=0.615, d2=0.563 g=1.316 2/2 [==============================] - 0s 18ms/step >36, 91/693, d1=0.541, d2=0.478 g=1.410 2/2 [==============================] - 0s 17ms/step >36, 92/693, d1=0.570, d2=0.614 g=1.291 2/2 [==============================] - 0s 17ms/step >36, 93/693, d1=0.521, d2=0.613 g=1.293 2/2 [==============================] - 0s 18ms/step >36, 94/693, d1=0.543, d2=0.509 g=1.401 2/2 [==============================] - 0s 19ms/step >36, 95/693, d1=0.624, d2=0.466 g=1.402 2/2 [==============================] - 0s 17ms/step >36, 96/693, d1=0.546, d2=0.492 g=1.321 2/2 [==============================] - 0s 17ms/step >36, 97/693, d1=0.520, d2=0.583 g=1.294 2/2 [==============================] - 0s 18ms/step >36, 98/693, d1=0.573, d2=0.510 g=1.454 2/2 [==============================] - 0s 17ms/step >36, 99/693, d1=0.538, d2=0.467 g=1.309 2/2 [==============================] - 0s 20ms/step >36, 100/693, d1=0.530, d2=0.425 g=1.233 2/2 [==============================] - 0s 16ms/step >36, 101/693, d1=0.568, d2=0.649 g=1.243 2/2 [==============================] - 0s 17ms/step >36, 102/693, d1=0.535, d2=0.623 g=1.391 2/2 [==============================] - 0s 17ms/step >36, 103/693, d1=0.454, d2=0.602 g=1.438 2/2 [==============================] - 0s 19ms/step >36, 104/693, d1=0.541, d2=0.477 g=1.455 2/2 [==============================] - 0s 18ms/step >36, 105/693, d1=0.661, d2=0.579 g=1.173 2/2 [==============================] - 0s 17ms/step >36, 106/693, d1=0.482, d2=0.508 g=1.270 2/2 [==============================] - 0s 18ms/step >36, 107/693, d1=0.590, d2=0.449 g=1.345 2/2 [==============================] - 0s 17ms/step >36, 108/693, d1=0.475, d2=0.632 g=1.194 2/2 [==============================] - 0s 18ms/step >36, 109/693, d1=0.524, d2=0.478 g=1.290 2/2 [==============================] - 0s 18ms/step >36, 110/693, d1=0.572, d2=0.451 g=1.288 2/2 [==============================] - 0s 16ms/step >36, 111/693, d1=0.594, d2=0.518 g=1.309 2/2 [==============================] - 0s 17ms/step >36, 112/693, d1=0.632, d2=0.681 g=1.227 2/2 [==============================] - 0s 17ms/step >36, 113/693, d1=0.579, d2=0.461 g=1.307 2/2 [==============================] - 0s 18ms/step >36, 114/693, d1=0.554, d2=0.553 g=1.317 2/2 [==============================] - 0s 18ms/step >36, 115/693, d1=0.520, d2=0.503 g=1.267 2/2 [==============================] - 0s 16ms/step >36, 116/693, d1=0.571, d2=0.538 g=1.114 2/2 [==============================] - 0s 18ms/step >36, 117/693, d1=0.567, d2=0.498 g=1.180 2/2 [==============================] - 0s 17ms/step >36, 118/693, d1=0.501, d2=0.620 g=1.154 2/2 [==============================] - 0s 19ms/step >36, 119/693, d1=0.527, d2=0.473 g=1.269 2/2 [==============================] - 0s 18ms/step >36, 120/693, d1=0.509, d2=0.487 g=1.225 2/2 [==============================] - 0s 17ms/step >36, 121/693, d1=0.517, d2=0.541 g=1.227 2/2 [==============================] - 0s 20ms/step >36, 122/693, d1=0.623, d2=0.644 g=1.356 2/2 [==============================] - 0s 17ms/step >36, 123/693, d1=0.572, d2=0.513 g=1.316 2/2 [==============================] - 0s 17ms/step >36, 124/693, d1=0.660, d2=0.522 g=1.308 2/2 [==============================] - 0s 17ms/step >36, 125/693, d1=0.558, d2=0.576 g=1.302 2/2 [==============================] - 0s 17ms/step >36, 126/693, d1=0.511, d2=0.620 g=1.214 2/2 [==============================] - 0s 17ms/step >36, 127/693, d1=0.570, d2=0.497 g=1.311 2/2 [==============================] - 0s 19ms/step >36, 128/693, d1=0.469, d2=0.581 g=1.308 2/2 [==============================] - 0s 17ms/step >36, 129/693, d1=0.530, d2=0.513 g=1.342 2/2 [==============================] - 0s 17ms/step >36, 130/693, d1=0.583, d2=0.506 g=1.333 2/2 [==============================] - 0s 17ms/step >36, 131/693, d1=0.522, d2=0.479 g=1.457 2/2 [==============================] - 0s 17ms/step >36, 132/693, d1=0.551, d2=0.570 g=1.225 2/2 [==============================] - 0s 18ms/step >36, 133/693, d1=0.591, d2=0.563 g=1.329 2/2 [==============================] - 0s 16ms/step >36, 134/693, d1=0.516, d2=0.583 g=1.207 2/2 [==============================] - 0s 19ms/step >36, 135/693, d1=0.598, d2=0.595 g=1.293 2/2 [==============================] - 0s 17ms/step >36, 136/693, d1=0.523, d2=0.525 g=1.363 2/2 [==============================] - 0s 17ms/step >36, 137/693, d1=0.656, d2=0.505 g=1.309 2/2 [==============================] - 0s 18ms/step >36, 138/693, d1=0.573, d2=0.450 g=1.171 2/2 [==============================] - 0s 17ms/step >36, 139/693, d1=0.523, d2=0.484 g=1.260 2/2 [==============================] - 0s 17ms/step >36, 140/693, d1=0.527, d2=0.648 g=1.375 2/2 [==============================] - 0s 18ms/step >36, 141/693, d1=0.660, d2=0.479 g=1.281 2/2 [==============================] - 0s 16ms/step >36, 142/693, d1=0.559, d2=0.500 g=1.231 2/2 [==============================] - 0s 16ms/step >36, 143/693, d1=0.478, d2=0.570 g=1.204 2/2 [==============================] - 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0s 16ms/step >36, 188/693, d1=0.601, d2=0.519 g=1.364 2/2 [==============================] - 0s 18ms/step >36, 189/693, d1=0.442, d2=0.504 g=1.261 2/2 [==============================] - 0s 17ms/step >36, 190/693, d1=0.497, d2=0.542 g=1.354 2/2 [==============================] - 0s 17ms/step >36, 191/693, d1=0.504, d2=0.554 g=1.295 2/2 [==============================] - 0s 17ms/step >36, 192/693, d1=0.564, d2=0.466 g=1.323 2/2 [==============================] - 0s 17ms/step >36, 193/693, d1=0.626, d2=0.559 g=1.192 2/2 [==============================] - 0s 17ms/step >36, 194/693, d1=0.516, d2=0.594 g=1.294 2/2 [==============================] - 0s 17ms/step >36, 195/693, d1=0.638, d2=0.595 g=1.285 2/2 [==============================] - 0s 17ms/step >36, 196/693, d1=0.574, d2=0.522 g=1.325 2/2 [==============================] - 0s 17ms/step >36, 197/693, d1=0.572, d2=0.586 g=1.300 2/2 [==============================] - 0s 17ms/step >36, 198/693, d1=0.491, d2=0.653 g=1.295 2/2 [==============================] - 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0s 17ms/step >36, 221/693, d1=0.604, d2=0.492 g=1.188 2/2 [==============================] - 0s 16ms/step >36, 222/693, d1=0.494, d2=0.582 g=1.220 2/2 [==============================] - 0s 17ms/step >36, 223/693, d1=0.563, d2=0.527 g=1.131 2/2 [==============================] - 0s 17ms/step >36, 224/693, d1=0.508, d2=0.597 g=1.241 2/2 [==============================] - 0s 18ms/step >36, 225/693, d1=0.570, d2=0.518 g=1.249 2/2 [==============================] - 0s 19ms/step >36, 226/693, d1=0.605, d2=0.543 g=1.265 2/2 [==============================] - 0s 18ms/step >36, 227/693, d1=0.516, d2=0.500 g=1.301 2/2 [==============================] - 0s 16ms/step >36, 228/693, d1=0.602, d2=0.696 g=1.232 2/2 [==============================] - 0s 17ms/step >36, 229/693, d1=0.476, d2=0.410 g=1.259 2/2 [==============================] - 0s 19ms/step >36, 230/693, d1=0.562, d2=0.531 g=1.256 2/2 [==============================] - 0s 17ms/step >36, 231/693, d1=0.537, d2=0.540 g=1.352 2/2 [==============================] - 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0s 16ms/step >36, 243/693, d1=0.599, d2=0.422 g=1.439 2/2 [==============================] - 0s 17ms/step >36, 244/693, d1=0.587, d2=0.452 g=1.401 2/2 [==============================] - 0s 18ms/step >36, 245/693, d1=0.635, d2=0.612 g=1.424 2/2 [==============================] - 0s 18ms/step >36, 246/693, d1=0.484, d2=0.533 g=1.355 2/2 [==============================] - 0s 17ms/step >36, 247/693, d1=0.573, d2=0.498 g=1.344 2/2 [==============================] - 0s 17ms/step >36, 248/693, d1=0.549, d2=0.670 g=1.252 2/2 [==============================] - 0s 17ms/step >36, 249/693, d1=0.494, d2=0.498 g=1.402 2/2 [==============================] - 0s 16ms/step >36, 250/693, d1=0.578, d2=0.667 g=1.276 2/2 [==============================] - 0s 16ms/step >36, 251/693, d1=0.514, d2=0.488 g=1.333 2/2 [==============================] - 0s 17ms/step >36, 252/693, d1=0.611, d2=0.492 g=1.411 2/2 [==============================] - 0s 18ms/step >36, 253/693, d1=0.485, d2=0.536 g=1.471 2/2 [==============================] - 0s 17ms/step >36, 254/693, d1=0.523, d2=0.528 g=1.265 2/2 [==============================] - 0s 16ms/step >36, 255/693, d1=0.503, d2=0.544 g=1.327 2/2 [==============================] - 0s 18ms/step >36, 256/693, d1=0.512, d2=0.563 g=1.312 2/2 [==============================] - 0s 18ms/step >36, 257/693, d1=0.636, d2=0.580 g=1.330 2/2 [==============================] - 0s 17ms/step >36, 258/693, d1=0.615, d2=0.563 g=1.292 2/2 [==============================] - 0s 16ms/step >36, 259/693, d1=0.454, d2=0.531 g=1.254 2/2 [==============================] - 0s 18ms/step >36, 260/693, d1=0.618, d2=0.539 g=1.334 2/2 [==============================] - 0s 17ms/step >36, 261/693, d1=0.493, d2=0.551 g=1.405 2/2 [==============================] - 0s 17ms/step >36, 262/693, d1=0.655, d2=0.513 g=1.607 2/2 [==============================] - 0s 17ms/step >36, 263/693, d1=0.491, d2=0.548 g=1.406 2/2 [==============================] - 0s 16ms/step >36, 264/693, d1=0.580, d2=0.392 g=1.446 2/2 [==============================] - 0s 19ms/step >36, 265/693, d1=0.525, d2=0.565 g=1.266 2/2 [==============================] - 0s 19ms/step >36, 266/693, d1=0.491, d2=0.482 g=1.285 2/2 [==============================] - 0s 16ms/step >36, 267/693, d1=0.571, d2=0.428 g=1.242 2/2 [==============================] - 0s 16ms/step >36, 268/693, d1=0.519, d2=0.530 g=1.240 2/2 [==============================] - 0s 16ms/step >36, 269/693, d1=0.565, d2=0.656 g=1.389 2/2 [==============================] - 0s 17ms/step >36, 270/693, d1=0.637, d2=0.492 g=1.369 2/2 [==============================] - 0s 17ms/step >36, 271/693, d1=0.496, d2=0.476 g=1.316 2/2 [==============================] - 0s 17ms/step >36, 272/693, d1=0.528, d2=0.434 g=1.356 2/2 [==============================] - 0s 16ms/step >36, 273/693, d1=0.554, d2=0.515 g=1.275 2/2 [==============================] - 0s 17ms/step >36, 274/693, d1=0.559, d2=0.530 g=1.310 2/2 [==============================] - 0s 17ms/step >36, 275/693, d1=0.568, d2=0.513 g=1.195 2/2 [==============================] - 0s 17ms/step >36, 276/693, d1=0.515, d2=0.606 g=1.282 2/2 [==============================] - 0s 17ms/step >36, 277/693, d1=0.649, d2=0.489 g=1.378 2/2 [==============================] - 0s 17ms/step >36, 278/693, d1=0.597, d2=0.530 g=1.375 2/2 [==============================] - 0s 17ms/step >36, 279/693, d1=0.532, d2=0.532 g=1.314 2/2 [==============================] - 0s 17ms/step >36, 280/693, d1=0.620, d2=0.524 g=1.321 2/2 [==============================] - 0s 18ms/step >36, 281/693, d1=0.581, d2=0.504 g=1.358 2/2 [==============================] - 0s 17ms/step >36, 282/693, d1=0.528, d2=0.565 g=1.246 2/2 [==============================] - 0s 17ms/step >36, 283/693, d1=0.551, d2=0.441 g=1.282 2/2 [==============================] - 0s 18ms/step >36, 284/693, d1=0.547, d2=0.507 g=1.278 2/2 [==============================] - 0s 19ms/step >36, 285/693, d1=0.524, d2=0.647 g=1.232 2/2 [==============================] - 0s 18ms/step >36, 286/693, d1=0.459, d2=0.525 g=1.299 2/2 [==============================] - 0s 20ms/step >36, 287/693, d1=0.538, d2=0.552 g=1.296 2/2 [==============================] - 0s 20ms/step >36, 288/693, d1=0.502, d2=0.546 g=1.314 2/2 [==============================] - 0s 21ms/step >36, 289/693, d1=0.579, d2=0.428 g=1.358 2/2 [==============================] - 0s 20ms/step >36, 290/693, d1=0.528, d2=0.596 g=1.462 2/2 [==============================] - 0s 20ms/step >36, 291/693, d1=0.667, d2=0.502 g=1.304 2/2 [==============================] - 0s 19ms/step >36, 292/693, d1=0.529, d2=0.486 g=1.290 2/2 [==============================] - 0s 19ms/step >36, 293/693, d1=0.455, d2=0.531 g=1.353 2/2 [==============================] - 0s 19ms/step >36, 294/693, d1=0.605, d2=0.516 g=1.386 2/2 [==============================] - 0s 16ms/step >36, 295/693, d1=0.704, d2=0.565 g=1.316 2/2 [==============================] - 0s 18ms/step >36, 296/693, d1=0.370, d2=0.660 g=1.353 2/2 [==============================] - 0s 16ms/step >36, 297/693, d1=0.600, d2=0.458 g=1.400 2/2 [==============================] - 0s 18ms/step >36, 298/693, d1=0.580, d2=0.410 g=1.330 2/2 [==============================] - 0s 18ms/step >36, 299/693, d1=0.548, d2=0.492 g=1.243 2/2 [==============================] - 0s 18ms/step >36, 300/693, d1=0.568, d2=0.602 g=1.326 2/2 [==============================] - 0s 18ms/step >36, 301/693, d1=0.543, d2=0.505 g=1.247 2/2 [==============================] - 0s 18ms/step >36, 302/693, d1=0.676, d2=0.526 g=1.212 2/2 [==============================] - 0s 18ms/step >36, 303/693, d1=0.505, d2=0.561 g=1.363 2/2 [==============================] - 0s 16ms/step >36, 304/693, d1=0.600, d2=0.613 g=1.360 2/2 [==============================] - 0s 17ms/step >36, 305/693, d1=0.470, d2=0.482 g=1.389 2/2 [==============================] - 0s 18ms/step >36, 306/693, d1=0.548, d2=0.473 g=1.277 2/2 [==============================] - 0s 21ms/step >36, 307/693, d1=0.468, d2=0.524 g=1.420 2/2 [==============================] - 0s 18ms/step >36, 308/693, d1=0.555, d2=0.429 g=1.237 2/2 [==============================] - 0s 18ms/step >36, 309/693, d1=0.546, d2=0.523 g=1.234 2/2 [==============================] - 0s 19ms/step >36, 310/693, d1=0.471, d2=0.571 g=1.381 2/2 [==============================] - 0s 18ms/step >36, 311/693, d1=0.583, d2=0.617 g=1.231 2/2 [==============================] - 0s 17ms/step >36, 312/693, d1=0.509, d2=0.497 g=1.341 2/2 [==============================] - 0s 19ms/step >36, 313/693, d1=0.509, d2=0.602 g=1.439 2/2 [==============================] - 0s 17ms/step >36, 314/693, d1=0.551, d2=0.508 g=1.458 2/2 [==============================] - 0s 16ms/step >36, 315/693, d1=0.662, d2=0.507 g=1.299 2/2 [==============================] - 0s 16ms/step >36, 316/693, d1=0.527, d2=0.552 g=1.263 2/2 [==============================] - 0s 17ms/step >36, 317/693, d1=0.578, d2=0.503 g=1.368 2/2 [==============================] - 0s 17ms/step >36, 318/693, d1=0.504, d2=0.459 g=1.326 2/2 [==============================] - 0s 17ms/step >36, 319/693, d1=0.531, d2=0.490 g=1.319 2/2 [==============================] - 0s 17ms/step >36, 320/693, d1=0.584, d2=0.543 g=1.285 2/2 [==============================] - 0s 17ms/step >36, 321/693, d1=0.510, d2=0.478 g=1.264 2/2 [==============================] - 0s 20ms/step >36, 322/693, d1=0.562, d2=0.606 g=1.148 2/2 [==============================] - 0s 18ms/step >36, 323/693, d1=0.475, d2=0.482 g=1.252 2/2 [==============================] - 0s 17ms/step >36, 324/693, d1=0.531, d2=0.568 g=1.308 2/2 [==============================] - 0s 18ms/step >36, 325/693, d1=0.468, d2=0.520 g=1.239 2/2 [==============================] - 0s 19ms/step >36, 326/693, d1=0.526, d2=0.540 g=1.507 2/2 [==============================] - 0s 17ms/step >36, 327/693, d1=0.576, d2=0.608 g=1.357 2/2 [==============================] - 0s 17ms/step >36, 328/693, d1=0.566, d2=0.473 g=1.280 2/2 [==============================] - 0s 19ms/step >36, 329/693, d1=0.590, d2=0.534 g=1.315 2/2 [==============================] - 0s 18ms/step >36, 330/693, d1=0.594, d2=0.682 g=1.313 2/2 [==============================] - 0s 17ms/step >36, 331/693, d1=0.487, d2=0.529 g=1.337 2/2 [==============================] - 0s 18ms/step >36, 332/693, d1=0.587, d2=0.495 g=1.404 2/2 [==============================] - 0s 19ms/step >36, 333/693, d1=0.600, d2=0.423 g=1.440 2/2 [==============================] - 0s 18ms/step >36, 334/693, d1=0.649, d2=0.419 g=1.358 2/2 [==============================] - 0s 16ms/step >36, 335/693, d1=0.476, d2=0.573 g=1.396 2/2 [==============================] - 0s 17ms/step >36, 336/693, d1=0.656, d2=0.556 g=1.335 2/2 [==============================] - 0s 19ms/step >36, 337/693, d1=0.544, d2=0.568 g=1.331 2/2 [==============================] - 0s 17ms/step >36, 338/693, d1=0.537, d2=0.645 g=1.182 2/2 [==============================] - 0s 17ms/step >36, 339/693, d1=0.585, d2=0.540 g=1.376 2/2 [==============================] - 0s 17ms/step >36, 340/693, d1=0.566, d2=0.461 g=1.449 2/2 [==============================] - 0s 17ms/step >36, 341/693, d1=0.516, d2=0.495 g=1.238 2/2 [==============================] - 0s 17ms/step >36, 342/693, d1=0.476, d2=0.557 g=1.485 2/2 [==============================] - 0s 16ms/step >36, 343/693, d1=0.417, d2=0.627 g=1.475 2/2 [==============================] - 0s 17ms/step >36, 344/693, d1=0.550, d2=0.513 g=1.550 2/2 [==============================] - 0s 17ms/step >36, 345/693, d1=0.677, d2=0.373 g=1.482 2/2 [==============================] - 0s 17ms/step >36, 346/693, d1=0.538, d2=0.600 g=1.288 2/2 [==============================] - 0s 16ms/step >36, 347/693, d1=0.476, d2=0.614 g=1.338 2/2 [==============================] - 0s 16ms/step >36, 348/693, d1=0.537, d2=0.516 g=1.414 2/2 [==============================] - 0s 18ms/step >36, 349/693, d1=0.588, d2=0.542 g=1.439 2/2 [==============================] - 0s 17ms/step >36, 350/693, d1=0.487, d2=0.510 g=1.290 2/2 [==============================] - 0s 16ms/step >36, 351/693, d1=0.540, d2=0.615 g=1.281 2/2 [==============================] - 0s 17ms/step >36, 352/693, d1=0.448, d2=0.546 g=1.481 2/2 [==============================] - 0s 18ms/step >36, 353/693, d1=0.525, d2=0.479 g=1.436 2/2 [==============================] - 0s 15ms/step >36, 354/693, d1=0.590, d2=0.492 g=1.266 2/2 [==============================] - 0s 18ms/step >36, 355/693, d1=0.546, d2=0.527 g=1.490 2/2 [==============================] - 0s 17ms/step >36, 356/693, d1=0.444, d2=0.553 g=1.342 2/2 [==============================] - 0s 17ms/step >36, 357/693, d1=0.673, d2=0.529 g=1.413 2/2 [==============================] - 0s 18ms/step >36, 358/693, d1=0.533, d2=0.494 g=1.351 2/2 [==============================] - 0s 17ms/step >36, 359/693, d1=0.637, d2=0.589 g=1.258 2/2 [==============================] - 0s 16ms/step >36, 360/693, d1=0.620, d2=0.608 g=1.287 2/2 [==============================] - 0s 17ms/step >36, 361/693, d1=0.604, d2=0.536 g=1.300 2/2 [==============================] - 0s 17ms/step >36, 362/693, d1=0.551, d2=0.462 g=1.250 2/2 [==============================] - 0s 16ms/step >36, 363/693, d1=0.442, d2=0.666 g=1.299 2/2 [==============================] - 0s 17ms/step >36, 364/693, d1=0.658, d2=0.492 g=1.300 2/2 [==============================] - 0s 17ms/step >36, 365/693, d1=0.576, d2=0.507 g=1.192 2/2 [==============================] - 0s 16ms/step >36, 366/693, d1=0.572, d2=0.551 g=1.206 2/2 [==============================] - 0s 17ms/step >36, 367/693, d1=0.512, d2=0.600 g=1.372 2/2 [==============================] - 0s 18ms/step >36, 368/693, d1=0.512, d2=0.480 g=1.236 2/2 [==============================] - 0s 16ms/step >36, 369/693, d1=0.548, d2=0.624 g=1.378 2/2 [==============================] - 0s 16ms/step >36, 370/693, d1=0.564, d2=0.638 g=1.284 2/2 [==============================] - 0s 19ms/step >36, 371/693, d1=0.582, d2=0.525 g=1.410 2/2 [==============================] - 0s 17ms/step >36, 372/693, d1=0.539, d2=0.608 g=1.235 2/2 [==============================] - 0s 16ms/step >36, 373/693, d1=0.523, d2=0.429 g=1.208 2/2 [==============================] - 0s 16ms/step >36, 374/693, d1=0.537, d2=0.614 g=1.313 2/2 [==============================] - 0s 18ms/step >36, 375/693, d1=0.463, d2=0.588 g=1.233 2/2 [==============================] - 0s 16ms/step >36, 376/693, d1=0.583, d2=0.466 g=1.309 2/2 [==============================] - 0s 17ms/step >36, 377/693, d1=0.585, d2=0.425 g=1.249 2/2 [==============================] - 0s 17ms/step >36, 378/693, d1=0.498, d2=0.570 g=1.403 2/2 [==============================] - 0s 19ms/step >36, 379/693, d1=0.477, d2=0.516 g=1.300 2/2 [==============================] - 0s 17ms/step >36, 380/693, d1=0.531, d2=0.544 g=1.234 2/2 [==============================] - 0s 17ms/step >36, 381/693, d1=0.486, d2=0.468 g=1.264 2/2 [==============================] - 0s 20ms/step >36, 382/693, d1=0.536, d2=0.517 g=1.283 2/2 [==============================] - 0s 17ms/step >36, 383/693, d1=0.533, d2=0.650 g=1.258 2/2 [==============================] - 0s 17ms/step >36, 384/693, d1=0.555, d2=0.465 g=1.296 2/2 [==============================] - 0s 18ms/step >36, 385/693, d1=0.618, d2=0.504 g=1.424 2/2 [==============================] - 0s 17ms/step >36, 386/693, d1=0.456, d2=0.496 g=1.352 2/2 [==============================] - 0s 16ms/step >36, 387/693, d1=0.576, d2=0.495 g=1.266 2/2 [==============================] - 0s 17ms/step >36, 388/693, d1=0.686, d2=0.628 g=1.316 2/2 [==============================] - 0s 17ms/step >36, 389/693, d1=0.500, d2=0.495 g=1.374 2/2 [==============================] - 0s 19ms/step >36, 390/693, d1=0.580, d2=0.502 g=1.442 2/2 [==============================] - 0s 19ms/step >36, 391/693, d1=0.622, d2=0.554 g=1.232 2/2 [==============================] - 0s 18ms/step >36, 392/693, d1=0.588, d2=0.597 g=1.312 2/2 [==============================] - 0s 16ms/step >36, 393/693, d1=0.477, d2=0.496 g=1.334 2/2 [==============================] - 0s 17ms/step >36, 394/693, d1=0.602, d2=0.524 g=1.302 2/2 [==============================] - 0s 19ms/step >36, 395/693, d1=0.498, d2=0.548 g=1.312 2/2 [==============================] - 0s 17ms/step >36, 396/693, d1=0.628, d2=0.660 g=1.324 2/2 [==============================] - 0s 16ms/step >36, 397/693, d1=0.582, d2=0.538 g=1.357 2/2 [==============================] - 0s 18ms/step >36, 398/693, d1=0.562, d2=0.506 g=1.328 2/2 [==============================] - 0s 18ms/step >36, 399/693, d1=0.501, d2=0.448 g=1.301 2/2 [==============================] - 0s 19ms/step >36, 400/693, d1=0.599, d2=0.554 g=1.316 2/2 [==============================] - 0s 17ms/step >36, 401/693, d1=0.569, d2=0.628 g=1.068 2/2 [==============================] - 0s 18ms/step >36, 402/693, d1=0.488, d2=0.560 g=1.180 2/2 [==============================] - 0s 19ms/step >36, 403/693, d1=0.562, d2=0.502 g=1.373 2/2 [==============================] - 0s 18ms/step >36, 404/693, d1=0.507, d2=0.454 g=1.355 2/2 [==============================] - 0s 18ms/step >36, 405/693, d1=0.591, d2=0.400 g=1.443 2/2 [==============================] - 0s 18ms/step >36, 406/693, d1=0.569, d2=0.496 g=1.298 2/2 [==============================] - 0s 17ms/step >36, 407/693, d1=0.616, d2=0.636 g=1.232 2/2 [==============================] - 0s 18ms/step >36, 408/693, d1=0.495, d2=0.486 g=1.299 2/2 [==============================] - 0s 16ms/step >36, 409/693, d1=0.553, d2=0.622 g=1.394 2/2 [==============================] - 0s 17ms/step >36, 410/693, d1=0.657, d2=0.402 g=1.236 2/2 [==============================] - 0s 18ms/step >36, 411/693, d1=0.622, d2=0.578 g=1.076 2/2 [==============================] - 0s 16ms/step >36, 412/693, d1=0.594, d2=0.511 g=1.328 2/2 [==============================] - 0s 18ms/step >36, 413/693, d1=0.539, d2=0.430 g=1.390 2/2 [==============================] - 0s 17ms/step >36, 414/693, d1=0.567, d2=0.561 g=1.579 2/2 [==============================] - 0s 18ms/step >36, 415/693, d1=0.479, d2=0.656 g=1.290 2/2 [==============================] - 0s 17ms/step >36, 416/693, d1=0.577, d2=0.675 g=1.391 2/2 [==============================] - 0s 18ms/step >36, 417/693, d1=0.574, d2=0.535 g=1.485 2/2 [==============================] - 0s 16ms/step >36, 418/693, d1=0.578, d2=0.510 g=1.306 2/2 [==============================] - 0s 16ms/step >36, 419/693, d1=0.534, d2=0.615 g=1.244 2/2 [==============================] - 0s 16ms/step >36, 420/693, d1=0.530, d2=0.547 g=1.348 2/2 [==============================] - 0s 17ms/step >36, 421/693, d1=0.691, d2=0.425 g=1.172 2/2 [==============================] - 0s 18ms/step >36, 422/693, d1=0.586, d2=0.512 g=1.287 2/2 [==============================] - 0s 18ms/step >36, 423/693, d1=0.510, d2=0.534 g=1.458 2/2 [==============================] - 0s 16ms/step >36, 424/693, d1=0.526, d2=0.550 g=1.377 2/2 [==============================] - 0s 17ms/step >36, 425/693, d1=0.501, d2=0.648 g=1.332 2/2 [==============================] - 0s 17ms/step >36, 426/693, d1=0.561, d2=0.568 g=1.248 2/2 [==============================] - 0s 17ms/step >36, 427/693, d1=0.485, d2=0.460 g=1.300 2/2 [==============================] - 0s 16ms/step >36, 428/693, d1=0.575, d2=0.496 g=1.244 2/2 [==============================] - 0s 16ms/step >36, 429/693, d1=0.624, d2=0.484 g=1.290 2/2 [==============================] - 0s 17ms/step >36, 430/693, d1=0.575, d2=0.498 g=1.212 2/2 [==============================] - 0s 19ms/step >36, 431/693, d1=0.487, d2=0.604 g=1.324 2/2 [==============================] - 0s 16ms/step >36, 432/693, d1=0.572, d2=0.484 g=1.273 2/2 [==============================] - 0s 18ms/step >36, 433/693, d1=0.581, d2=0.524 g=1.310 2/2 [==============================] - 0s 17ms/step >36, 434/693, d1=0.511, d2=0.562 g=1.309 2/2 [==============================] - 0s 18ms/step >36, 435/693, d1=0.508, d2=0.547 g=1.380 2/2 [==============================] - 0s 18ms/step >36, 436/693, d1=0.539, d2=0.481 g=1.383 2/2 [==============================] - 0s 18ms/step >36, 437/693, d1=0.590, d2=0.520 g=1.418 2/2 [==============================] - 0s 18ms/step >36, 438/693, d1=0.510, d2=0.484 g=1.378 2/2 [==============================] - 0s 18ms/step >36, 439/693, d1=0.537, d2=0.688 g=1.362 2/2 [==============================] - 0s 17ms/step >36, 440/693, d1=0.516, d2=0.537 g=1.321 2/2 [==============================] - 0s 16ms/step >36, 441/693, d1=0.526, d2=0.558 g=1.377 2/2 [==============================] - 0s 16ms/step >36, 442/693, d1=0.575, d2=0.442 g=1.352 2/2 [==============================] - 0s 16ms/step >36, 443/693, d1=0.559, d2=0.594 g=1.243 2/2 [==============================] - 0s 18ms/step >36, 444/693, d1=0.595, d2=0.569 g=1.286 2/2 [==============================] - 0s 17ms/step >36, 445/693, d1=0.535, d2=0.637 g=1.319 2/2 [==============================] - 0s 19ms/step >36, 446/693, d1=0.646, d2=0.523 g=1.374 2/2 [==============================] - 0s 17ms/step >36, 447/693, d1=0.571, d2=0.542 g=1.361 2/2 [==============================] - 0s 17ms/step >36, 448/693, d1=0.541, d2=0.457 g=1.386 2/2 [==============================] - 0s 17ms/step >36, 449/693, d1=0.489, d2=0.522 g=1.350 2/2 [==============================] - 0s 17ms/step >36, 450/693, d1=0.565, d2=0.534 g=1.315 2/2 [==============================] - 0s 17ms/step >36, 451/693, d1=0.654, d2=0.573 g=1.203 2/2 [==============================] - 0s 18ms/step >36, 452/693, d1=0.507, d2=0.565 g=1.268 2/2 [==============================] - 0s 18ms/step >36, 453/693, d1=0.621, d2=0.604 g=1.191 2/2 [==============================] - 0s 17ms/step >36, 454/693, d1=0.596, d2=0.571 g=1.290 2/2 [==============================] - 0s 18ms/step >36, 455/693, d1=0.628, d2=0.456 g=1.282 2/2 [==============================] - 0s 18ms/step >36, 456/693, d1=0.620, d2=0.545 g=1.272 2/2 [==============================] - 0s 16ms/step >36, 457/693, d1=0.562, d2=0.594 g=1.270 2/2 [==============================] - 0s 18ms/step >36, 458/693, d1=0.581, d2=0.519 g=1.418 2/2 [==============================] - 0s 17ms/step >36, 459/693, d1=0.539, d2=0.633 g=1.343 2/2 [==============================] - 0s 17ms/step >36, 460/693, d1=0.518, d2=0.526 g=1.361 2/2 [==============================] - 0s 18ms/step >36, 461/693, d1=0.442, d2=0.584 g=1.374 2/2 [==============================] - 0s 17ms/step >36, 462/693, d1=0.707, d2=0.492 g=1.256 2/2 [==============================] - 0s 16ms/step >36, 463/693, d1=0.503, d2=0.603 g=1.200 2/2 [==============================] - 0s 17ms/step >36, 464/693, d1=0.536, d2=0.616 g=1.265 2/2 [==============================] - 0s 18ms/step >36, 465/693, d1=0.509, d2=0.527 g=1.461 2/2 [==============================] - 0s 18ms/step >36, 466/693, d1=0.647, d2=0.418 g=1.370 2/2 [==============================] - 0s 18ms/step >36, 467/693, d1=0.596, d2=0.432 g=1.387 2/2 [==============================] - 0s 17ms/step >36, 468/693, d1=0.580, d2=0.568 g=1.276 2/2 [==============================] - 0s 17ms/step >36, 469/693, d1=0.534, d2=0.626 g=1.232 2/2 [==============================] - 0s 17ms/step >36, 470/693, d1=0.653, d2=0.531 g=1.169 2/2 [==============================] - 0s 17ms/step >36, 471/693, d1=0.500, d2=0.521 g=1.290 2/2 [==============================] - 0s 17ms/step >36, 472/693, d1=0.563, d2=0.509 g=1.319 2/2 [==============================] - 0s 17ms/step >36, 473/693, d1=0.517, d2=0.630 g=1.343 2/2 [==============================] - 0s 17ms/step >36, 474/693, d1=0.509, d2=0.479 g=1.399 2/2 [==============================] - 0s 17ms/step >36, 475/693, d1=0.585, d2=0.387 g=1.533 2/2 [==============================] - 0s 16ms/step >36, 476/693, d1=0.519, d2=0.488 g=1.292 2/2 [==============================] - 0s 16ms/step >36, 477/693, d1=0.564, d2=0.560 g=1.217 2/2 [==============================] - 0s 19ms/step >36, 478/693, d1=0.510, d2=0.714 g=1.292 2/2 [==============================] - 0s 16ms/step >36, 479/693, d1=0.568, d2=0.529 g=1.249 2/2 [==============================] - 0s 17ms/step >36, 480/693, d1=0.541, d2=0.505 g=1.249 2/2 [==============================] - 0s 17ms/step >36, 481/693, d1=0.709, d2=0.562 g=1.397 2/2 [==============================] - 0s 17ms/step >36, 482/693, d1=0.570, d2=0.682 g=1.377 2/2 [==============================] - 0s 16ms/step >36, 483/693, d1=0.633, d2=0.602 g=1.389 2/2 [==============================] - 0s 18ms/step >36, 484/693, d1=0.618, d2=0.512 g=1.341 2/2 [==============================] - 0s 16ms/step >36, 485/693, d1=0.640, d2=0.549 g=1.253 2/2 [==============================] - 0s 17ms/step >36, 486/693, d1=0.529, d2=0.478 g=1.172 2/2 [==============================] - 0s 17ms/step >36, 487/693, d1=0.539, d2=0.552 g=1.166 2/2 [==============================] - 0s 18ms/step >36, 488/693, d1=0.492, d2=0.598 g=1.209 2/2 [==============================] - 0s 17ms/step >36, 489/693, d1=0.508, d2=0.488 g=1.408 2/2 [==============================] - 0s 16ms/step >36, 490/693, d1=0.502, d2=0.481 g=1.407 2/2 [==============================] - 0s 17ms/step >36, 491/693, d1=0.577, d2=0.509 g=1.284 2/2 [==============================] - 0s 18ms/step >36, 492/693, d1=0.525, d2=0.461 g=1.327 2/2 [==============================] - 0s 17ms/step >36, 493/693, d1=0.641, d2=0.460 g=1.350 2/2 [==============================] - 0s 17ms/step >36, 494/693, d1=0.494, d2=0.669 g=1.272 2/2 [==============================] - 0s 17ms/step >36, 495/693, d1=0.583, d2=0.532 g=1.434 2/2 [==============================] - 0s 17ms/step >36, 496/693, d1=0.582, d2=0.460 g=1.351 2/2 [==============================] - 0s 18ms/step >36, 497/693, d1=0.509, d2=0.449 g=1.409 2/2 [==============================] - 0s 17ms/step >36, 498/693, d1=0.478, d2=0.493 g=1.252 2/2 [==============================] - 0s 17ms/step >36, 499/693, d1=0.531, d2=0.723 g=1.246 2/2 [==============================] - 0s 16ms/step >36, 500/693, d1=0.584, d2=0.543 g=1.335 2/2 [==============================] - 0s 17ms/step >36, 501/693, d1=0.586, d2=0.521 g=1.217 2/2 [==============================] - 0s 17ms/step >36, 502/693, d1=0.588, d2=0.586 g=1.112 2/2 [==============================] - 0s 17ms/step >36, 503/693, d1=0.572, d2=0.530 g=1.217 2/2 [==============================] - 0s 18ms/step >36, 504/693, d1=0.435, d2=0.481 g=1.238 2/2 [==============================] - 0s 18ms/step >36, 505/693, d1=0.603, d2=0.646 g=1.221 2/2 [==============================] - 0s 17ms/step >36, 506/693, d1=0.596, d2=0.497 g=1.394 2/2 [==============================] - 0s 17ms/step >36, 507/693, d1=0.532, d2=0.604 g=1.364 2/2 [==============================] - 0s 20ms/step >36, 508/693, d1=0.630, d2=0.452 g=1.164 2/2 [==============================] - 0s 18ms/step >36, 509/693, d1=0.410, d2=0.557 g=1.184 2/2 [==============================] - 0s 17ms/step >36, 510/693, d1=0.515, d2=0.463 g=1.353 2/2 [==============================] - 0s 18ms/step >36, 511/693, d1=0.622, d2=0.594 g=1.199 2/2 [==============================] - 0s 16ms/step >36, 512/693, d1=0.544, d2=0.544 g=1.365 2/2 [==============================] - 0s 20ms/step >36, 513/693, d1=0.524, d2=0.554 g=1.255 2/2 [==============================] - 0s 17ms/step >36, 514/693, d1=0.597, d2=0.561 g=1.366 2/2 [==============================] - 0s 18ms/step >36, 515/693, d1=0.541, d2=0.588 g=1.267 2/2 [==============================] - 0s 18ms/step >36, 516/693, d1=0.546, d2=0.558 g=1.324 2/2 [==============================] - 0s 19ms/step >36, 517/693, d1=0.517, d2=0.492 g=1.479 2/2 [==============================] - 0s 17ms/step >36, 518/693, d1=0.629, d2=0.460 g=1.507 2/2 [==============================] - 0s 16ms/step >36, 519/693, d1=0.606, d2=0.555 g=1.381 2/2 [==============================] - 0s 17ms/step >36, 520/693, d1=0.553, d2=0.547 g=1.345 2/2 [==============================] - 0s 17ms/step >36, 521/693, d1=0.551, d2=0.587 g=1.415 2/2 [==============================] - 0s 17ms/step >36, 522/693, d1=0.501, d2=0.447 g=1.387 2/2 [==============================] - 0s 18ms/step >36, 523/693, d1=0.518, d2=0.501 g=1.517 2/2 [==============================] - 0s 17ms/step >36, 524/693, d1=0.557, d2=0.511 g=1.227 2/2 [==============================] - 0s 16ms/step >36, 525/693, d1=0.654, d2=0.508 g=1.331 2/2 [==============================] - 0s 16ms/step >36, 526/693, d1=0.520, d2=0.634 g=1.384 2/2 [==============================] - 0s 16ms/step >36, 527/693, d1=0.684, d2=0.544 g=1.378 2/2 [==============================] - 0s 18ms/step >36, 528/693, d1=0.609, d2=0.549 g=1.373 2/2 [==============================] - 0s 17ms/step >36, 529/693, d1=0.558, d2=0.509 g=1.247 2/2 [==============================] - 0s 16ms/step >36, 530/693, d1=0.557, d2=0.427 g=1.231 2/2 [==============================] - 0s 17ms/step >36, 531/693, d1=0.545, d2=0.663 g=1.200 2/2 [==============================] - 0s 18ms/step >36, 532/693, d1=0.538, d2=0.562 g=1.361 2/2 [==============================] - 0s 16ms/step >36, 533/693, d1=0.477, d2=0.435 g=1.303 2/2 [==============================] - 0s 17ms/step >36, 534/693, d1=0.485, d2=0.576 g=1.430 2/2 [==============================] - 0s 17ms/step >36, 535/693, d1=0.649, d2=0.624 g=1.219 2/2 [==============================] - 0s 16ms/step >36, 536/693, d1=0.535, d2=0.508 g=1.396 2/2 [==============================] - 0s 17ms/step >36, 537/693, d1=0.552, d2=0.446 g=1.277 2/2 [==============================] - 0s 16ms/step >36, 538/693, d1=0.690, d2=0.552 g=1.330 2/2 [==============================] - 0s 18ms/step >36, 539/693, d1=0.457, d2=0.499 g=1.363 2/2 [==============================] - 0s 16ms/step >36, 540/693, d1=0.578, d2=0.534 g=1.354 2/2 [==============================] - 0s 16ms/step >36, 541/693, d1=0.521, d2=0.509 g=1.227 2/2 [==============================] - 0s 18ms/step >36, 542/693, d1=0.508, d2=0.582 g=1.231 2/2 [==============================] - 0s 17ms/step >36, 543/693, d1=0.621, d2=0.524 g=1.258 2/2 [==============================] - 0s 16ms/step >36, 544/693, d1=0.472, d2=0.521 g=1.293 2/2 [==============================] - 0s 18ms/step >36, 545/693, d1=0.637, d2=0.483 g=1.177 2/2 [==============================] - 0s 19ms/step >36, 546/693, d1=0.531, d2=0.531 g=1.303 2/2 [==============================] - 0s 16ms/step >36, 547/693, d1=0.488, d2=0.531 g=1.242 2/2 [==============================] - 0s 18ms/step >36, 548/693, d1=0.470, d2=0.615 g=1.369 2/2 [==============================] - 0s 17ms/step >36, 549/693, d1=0.535, d2=0.525 g=1.415 2/2 [==============================] - 0s 16ms/step >36, 550/693, d1=0.503, d2=0.460 g=1.259 2/2 [==============================] - 0s 19ms/step >36, 551/693, d1=0.508, d2=0.576 g=1.336 2/2 [==============================] - 0s 16ms/step >36, 552/693, d1=0.569, d2=0.551 g=1.329 2/2 [==============================] - 0s 16ms/step >36, 553/693, d1=0.507, d2=0.541 g=1.355 2/2 [==============================] - 0s 20ms/step >36, 554/693, d1=0.562, d2=0.543 g=1.362 2/2 [==============================] - 0s 19ms/step >36, 555/693, d1=0.597, d2=0.653 g=1.407 2/2 [==============================] - 0s 17ms/step >36, 556/693, d1=0.563, d2=0.527 g=1.300 2/2 [==============================] - 0s 16ms/step >36, 557/693, d1=0.540, d2=0.523 g=1.343 2/2 [==============================] - 0s 17ms/step >36, 558/693, d1=0.565, d2=0.396 g=1.387 2/2 [==============================] - 0s 18ms/step >36, 559/693, d1=0.525, d2=0.591 g=1.295 2/2 [==============================] - 0s 17ms/step >36, 560/693, d1=0.548, d2=0.450 g=1.308 2/2 [==============================] - 0s 19ms/step >36, 561/693, d1=0.508, d2=0.460 g=1.342 2/2 [==============================] - 0s 17ms/step >36, 562/693, d1=0.559, d2=0.588 g=1.375 2/2 [==============================] - 0s 16ms/step >36, 563/693, d1=0.514, d2=0.487 g=1.407 2/2 [==============================] - 0s 16ms/step >36, 564/693, d1=0.509, d2=0.586 g=1.394 2/2 [==============================] - 0s 17ms/step >36, 565/693, d1=0.575, d2=0.453 g=1.321 2/2 [==============================] - 0s 16ms/step >36, 566/693, d1=0.634, d2=0.531 g=1.265 2/2 [==============================] - 0s 17ms/step >36, 567/693, d1=0.585, d2=0.604 g=1.246 2/2 [==============================] - 0s 16ms/step >36, 568/693, d1=0.596, d2=0.549 g=1.340 2/2 [==============================] - 0s 19ms/step >36, 569/693, d1=0.656, d2=0.552 g=1.295 2/2 [==============================] - 0s 16ms/step >36, 570/693, d1=0.475, d2=0.542 g=1.340 2/2 [==============================] - 0s 17ms/step >36, 571/693, d1=0.498, d2=0.485 g=1.186 2/2 [==============================] - 0s 17ms/step >36, 572/693, d1=0.486, d2=0.617 g=1.222 2/2 [==============================] - 0s 18ms/step >36, 573/693, d1=0.595, d2=0.493 g=1.387 2/2 [==============================] - 0s 16ms/step >36, 574/693, d1=0.550, d2=0.513 g=1.351 2/2 [==============================] - 0s 16ms/step >36, 575/693, d1=0.650, d2=0.461 g=1.320 2/2 [==============================] - 0s 16ms/step >36, 576/693, d1=0.477, d2=0.489 g=1.389 2/2 [==============================] - 0s 18ms/step >36, 577/693, d1=0.587, d2=0.532 g=1.355 2/2 [==============================] - 0s 17ms/step >36, 578/693, d1=0.453, d2=0.507 g=1.342 2/2 [==============================] - 0s 17ms/step >36, 579/693, d1=0.543, d2=0.587 g=1.433 2/2 [==============================] - 0s 16ms/step >36, 580/693, d1=0.559, d2=0.554 g=1.357 2/2 [==============================] - 0s 17ms/step >36, 581/693, d1=0.541, d2=0.489 g=1.308 2/2 [==============================] - 0s 16ms/step >36, 582/693, d1=0.509, d2=0.529 g=1.297 2/2 [==============================] - 0s 17ms/step >36, 583/693, d1=0.624, d2=0.602 g=1.272 2/2 [==============================] - 0s 17ms/step >36, 584/693, d1=0.514, d2=0.574 g=1.292 2/2 [==============================] - 0s 19ms/step >36, 585/693, d1=0.590, d2=0.599 g=1.453 2/2 [==============================] - 0s 19ms/step >36, 586/693, d1=0.648, d2=0.531 g=1.227 2/2 [==============================] - 0s 17ms/step >36, 587/693, d1=0.601, d2=0.616 g=1.259 2/2 [==============================] - 0s 16ms/step >36, 588/693, d1=0.538, d2=0.556 g=1.271 2/2 [==============================] - 0s 18ms/step >36, 589/693, d1=0.464, d2=0.573 g=1.269 2/2 [==============================] - 0s 17ms/step >36, 590/693, d1=0.602, d2=0.523 g=1.498 2/2 [==============================] - 0s 18ms/step >36, 591/693, d1=0.473, d2=0.454 g=1.446 2/2 [==============================] - 0s 17ms/step >36, 592/693, d1=0.569, d2=0.420 g=1.221 2/2 [==============================] - 0s 16ms/step >36, 593/693, d1=0.530, d2=0.453 g=1.284 2/2 [==============================] - 0s 17ms/step >36, 594/693, d1=0.525, d2=0.485 g=1.194 2/2 [==============================] - 0s 17ms/step >36, 595/693, d1=0.628, d2=0.482 g=1.186 2/2 [==============================] - 0s 17ms/step >36, 596/693, d1=0.422, d2=0.584 g=1.200 2/2 [==============================] - 0s 16ms/step >36, 597/693, d1=0.549, d2=0.560 g=1.290 2/2 [==============================] - 0s 16ms/step >36, 598/693, d1=0.546, d2=0.577 g=1.273 2/2 [==============================] - 0s 17ms/step >36, 599/693, d1=0.465, d2=0.500 g=1.288 2/2 [==============================] - 0s 16ms/step >36, 600/693, d1=0.612, d2=0.516 g=1.279 2/2 [==============================] - 0s 18ms/step >36, 601/693, d1=0.566, d2=0.517 g=1.325 2/2 [==============================] - 0s 17ms/step >36, 602/693, d1=0.462, d2=0.622 g=1.298 2/2 [==============================] - 0s 17ms/step >36, 603/693, d1=0.472, d2=0.496 g=1.410 2/2 [==============================] - 0s 18ms/step >36, 604/693, d1=0.539, d2=0.552 g=1.323 2/2 [==============================] - 0s 17ms/step >36, 605/693, d1=0.514, d2=0.514 g=1.469 2/2 [==============================] - 0s 16ms/step >36, 606/693, d1=0.557, d2=0.411 g=1.568 2/2 [==============================] - 0s 17ms/step >36, 607/693, d1=0.602, d2=0.579 g=1.441 2/2 [==============================] - 0s 19ms/step >36, 608/693, d1=0.557, d2=0.415 g=1.404 2/2 [==============================] - 0s 18ms/step >36, 609/693, d1=0.493, d2=0.497 g=1.249 2/2 [==============================] - 0s 18ms/step >36, 610/693, d1=0.513, d2=0.502 g=1.259 2/2 [==============================] - 0s 16ms/step >36, 611/693, d1=0.526, d2=0.618 g=1.443 2/2 [==============================] - 0s 17ms/step >36, 612/693, d1=0.459, d2=0.456 g=1.371 2/2 [==============================] - 0s 17ms/step >36, 613/693, d1=0.691, d2=0.437 g=1.336 2/2 [==============================] - 0s 16ms/step >36, 614/693, d1=0.568, d2=0.532 g=1.148 2/2 [==============================] - 0s 17ms/step >36, 615/693, d1=0.629, d2=0.743 g=1.240 2/2 [==============================] - 0s 17ms/step >36, 616/693, d1=0.546, d2=0.590 g=1.388 2/2 [==============================] - 0s 16ms/step >36, 617/693, d1=0.652, d2=0.599 g=1.303 2/2 [==============================] - 0s 17ms/step >36, 618/693, d1=0.600, d2=0.501 g=1.246 2/2 [==============================] - 0s 17ms/step >36, 619/693, d1=0.519, d2=0.522 g=1.165 2/2 [==============================] - 0s 17ms/step >36, 620/693, d1=0.502, d2=0.445 g=1.262 2/2 [==============================] - 0s 16ms/step >36, 621/693, d1=0.669, d2=0.552 g=1.358 2/2 [==============================] - 0s 16ms/step >36, 622/693, d1=0.552, d2=0.441 g=1.252 2/2 [==============================] - 0s 18ms/step >36, 623/693, d1=0.433, d2=0.562 g=1.251 2/2 [==============================] - 0s 16ms/step >36, 624/693, d1=0.587, d2=0.637 g=1.436 2/2 [==============================] - 0s 18ms/step >36, 625/693, d1=0.576, d2=0.452 g=1.372 2/2 [==============================] - 0s 16ms/step >36, 626/693, d1=0.606, d2=0.474 g=1.152 2/2 [==============================] - 0s 16ms/step >36, 627/693, d1=0.529, d2=0.603 g=1.228 2/2 [==============================] - 0s 17ms/step >36, 628/693, d1=0.439, d2=0.603 g=1.194 2/2 [==============================] - 0s 16ms/step >36, 629/693, d1=0.440, d2=0.535 g=1.290 2/2 [==============================] - 0s 17ms/step >36, 630/693, d1=0.537, d2=0.576 g=1.347 2/2 [==============================] - 0s 17ms/step >36, 631/693, d1=0.586, d2=0.472 g=1.269 2/2 [==============================] - 0s 16ms/step >36, 632/693, d1=0.532, d2=0.516 g=1.374 2/2 [==============================] - 0s 18ms/step >36, 633/693, d1=0.509, d2=0.521 g=1.207 2/2 [==============================] - 0s 18ms/step >36, 634/693, d1=0.632, d2=0.447 g=1.351 2/2 [==============================] - 0s 16ms/step >36, 635/693, d1=0.557, d2=0.609 g=1.355 2/2 [==============================] - 0s 16ms/step >36, 636/693, d1=0.512, d2=0.479 g=1.341 2/2 [==============================] - 0s 17ms/step >36, 637/693, d1=0.515, d2=0.534 g=1.275 2/2 [==============================] - 0s 17ms/step >36, 638/693, d1=0.440, d2=0.584 g=1.221 2/2 [==============================] - 0s 18ms/step >36, 639/693, d1=0.587, d2=0.550 g=1.419 2/2 [==============================] - 0s 17ms/step >36, 640/693, d1=0.628, d2=0.467 g=1.427 2/2 [==============================] - 0s 17ms/step >36, 641/693, d1=0.475, d2=0.503 g=1.349 2/2 [==============================] - 0s 17ms/step >36, 642/693, d1=0.437, d2=0.490 g=1.412 2/2 [==============================] - 0s 16ms/step >36, 643/693, d1=0.542, d2=0.572 g=1.415 2/2 [==============================] - 0s 17ms/step >36, 644/693, d1=0.494, d2=0.539 g=1.369 2/2 [==============================] - 0s 17ms/step >36, 645/693, d1=0.570, d2=0.537 g=1.371 2/2 [==============================] - 0s 17ms/step >36, 646/693, d1=0.560, d2=0.515 g=1.243 2/2 [==============================] - 0s 16ms/step >36, 647/693, d1=0.550, d2=0.569 g=1.371 2/2 [==============================] - 0s 17ms/step >36, 648/693, d1=0.557, d2=0.631 g=1.184 2/2 [==============================] - 0s 16ms/step >36, 649/693, d1=0.614, d2=0.474 g=1.371 2/2 [==============================] - 0s 17ms/step >36, 650/693, d1=0.573, d2=0.465 g=1.362 2/2 [==============================] - 0s 17ms/step >36, 651/693, d1=0.513, d2=0.565 g=1.256 2/2 [==============================] - 0s 16ms/step >36, 652/693, d1=0.539, d2=0.600 g=1.307 2/2 [==============================] - 0s 17ms/step >36, 653/693, d1=0.541, d2=0.541 g=1.445 2/2 [==============================] - 0s 19ms/step >36, 654/693, d1=0.548, d2=0.459 g=1.340 2/2 [==============================] - 0s 17ms/step >36, 655/693, d1=0.561, d2=0.544 g=1.241 2/2 [==============================] - 0s 16ms/step >36, 656/693, d1=0.756, d2=0.528 g=1.114 2/2 [==============================] - 0s 17ms/step >36, 657/693, d1=0.458, d2=0.568 g=1.413 2/2 [==============================] - 0s 17ms/step >36, 658/693, d1=0.458, d2=0.484 g=1.313 2/2 [==============================] - 0s 17ms/step >36, 659/693, d1=0.511, d2=0.448 g=1.391 2/2 [==============================] - 0s 16ms/step >36, 660/693, d1=0.620, d2=0.530 g=1.330 2/2 [==============================] - 0s 17ms/step >36, 661/693, d1=0.521, d2=0.437 g=1.259 2/2 [==============================] - 0s 16ms/step >36, 662/693, d1=0.612, d2=0.688 g=1.137 2/2 [==============================] - 0s 17ms/step >36, 663/693, d1=0.641, d2=0.502 g=1.264 2/2 [==============================] - 0s 17ms/step >36, 664/693, d1=0.533, d2=0.537 g=1.199 2/2 [==============================] - 0s 17ms/step >36, 665/693, d1=0.524, d2=0.507 g=1.586 2/2 [==============================] - 0s 17ms/step >36, 666/693, d1=0.461, d2=0.455 g=1.304 2/2 [==============================] - 0s 16ms/step >36, 667/693, d1=0.479, d2=0.620 g=1.322 2/2 [==============================] - 0s 17ms/step >36, 668/693, d1=0.662, d2=0.563 g=1.501 2/2 [==============================] - 0s 17ms/step >36, 669/693, d1=0.454, d2=0.415 g=1.448 2/2 [==============================] - 0s 17ms/step >36, 670/693, d1=0.598, d2=0.398 g=1.439 2/2 [==============================] - 0s 17ms/step >36, 671/693, d1=0.504, d2=0.347 g=1.562 2/2 [==============================] - 0s 16ms/step >36, 672/693, d1=0.592, d2=1.017 g=1.305 2/2 [==============================] - 0s 17ms/step >36, 673/693, d1=0.535, d2=0.481 g=1.530 2/2 [==============================] - 0s 16ms/step >36, 674/693, d1=0.593, d2=0.526 g=1.393 2/2 [==============================] - 0s 17ms/step >36, 675/693, d1=0.620, d2=0.545 g=1.588 2/2 [==============================] - 0s 16ms/step >36, 676/693, d1=0.496, d2=0.437 g=1.490 2/2 [==============================] - 0s 17ms/step >36, 677/693, d1=0.471, d2=0.496 g=1.387 2/2 [==============================] - 0s 17ms/step >36, 678/693, d1=0.579, d2=0.492 g=1.378 2/2 [==============================] - 0s 17ms/step >36, 679/693, d1=0.575, d2=0.609 g=1.470 2/2 [==============================] - 0s 17ms/step >36, 680/693, d1=0.445, d2=0.466 g=1.530 2/2 [==============================] - 0s 17ms/step >36, 681/693, d1=0.552, d2=0.442 g=1.521 2/2 [==============================] - 0s 17ms/step >36, 682/693, d1=0.540, d2=0.490 g=1.331 2/2 [==============================] - 0s 16ms/step >36, 683/693, d1=0.571, d2=0.612 g=1.246 2/2 [==============================] - 0s 17ms/step >36, 684/693, d1=0.503, d2=0.613 g=1.360 2/2 [==============================] - 0s 16ms/step >36, 685/693, d1=0.534, d2=0.543 g=1.170 2/2 [==============================] - 0s 17ms/step >36, 686/693, d1=0.678, d2=0.563 g=1.338 2/2 [==============================] - 0s 16ms/step >36, 687/693, d1=0.549, d2=0.509 g=1.186 2/2 [==============================] - 0s 18ms/step >36, 688/693, d1=0.516, d2=0.486 g=1.233 2/2 [==============================] - 0s 18ms/step >36, 689/693, d1=0.642, d2=0.516 g=1.123 2/2 [==============================] - 0s 16ms/step >36, 690/693, d1=0.517, d2=0.546 g=1.240 2/2 [==============================] - 0s 16ms/step >36, 691/693, d1=0.505, d2=0.680 g=1.290 2/2 [==============================] - 0s 17ms/step >36, 692/693, d1=0.573, d2=0.489 g=1.235 2/2 [==============================] - 0s 16ms/step >36, 693/693, d1=0.536, d2=0.578 g=1.331 2/2 [==============================] - 0s 17ms/step >37, 1/693, d1=0.511, d2=0.576 g=1.344 2/2 [==============================] - 0s 16ms/step >37, 2/693, d1=0.524, d2=0.461 g=1.426 2/2 [==============================] - 0s 16ms/step >37, 3/693, d1=0.585, d2=0.630 g=1.316 2/2 [==============================] - 0s 18ms/step >37, 4/693, d1=0.502, d2=0.549 g=1.313 2/2 [==============================] - 0s 18ms/step >37, 5/693, d1=0.624, d2=0.502 g=1.154 2/2 [==============================] - 0s 18ms/step >37, 6/693, d1=0.550, d2=0.592 g=1.310 2/2 [==============================] - 0s 17ms/step >37, 7/693, d1=0.540, d2=0.577 g=1.389 2/2 [==============================] - 0s 16ms/step >37, 8/693, d1=0.577, d2=0.539 g=1.270 2/2 [==============================] - 0s 16ms/step >37, 9/693, d1=0.671, d2=0.462 g=1.324 2/2 [==============================] - 0s 16ms/step >37, 10/693, d1=0.548, d2=0.652 g=1.242 2/2 [==============================] - 0s 16ms/step >37, 11/693, d1=0.543, d2=0.556 g=1.543 2/2 [==============================] - 0s 17ms/step >37, 12/693, d1=0.661, d2=0.596 g=1.312 2/2 [==============================] - 0s 17ms/step >37, 13/693, d1=0.731, d2=0.483 g=1.169 2/2 [==============================] - 0s 19ms/step >37, 14/693, d1=0.511, d2=0.623 g=1.202 2/2 [==============================] - 0s 18ms/step >37, 15/693, d1=0.552, d2=0.518 g=1.320 2/2 [==============================] - 0s 18ms/step >37, 16/693, d1=0.635, d2=0.546 g=1.249 2/2 [==============================] - 0s 17ms/step >37, 17/693, d1=0.582, d2=0.606 g=1.230 2/2 [==============================] - 0s 16ms/step >37, 18/693, d1=0.442, d2=0.592 g=1.272 2/2 [==============================] - 0s 17ms/step >37, 19/693, d1=0.516, d2=0.550 g=1.334 2/2 [==============================] - 0s 17ms/step >37, 20/693, d1=0.547, d2=0.574 g=1.263 2/2 [==============================] - 0s 17ms/step >37, 21/693, d1=0.599, d2=0.484 g=1.468 2/2 [==============================] - 0s 17ms/step >37, 22/693, d1=0.566, d2=0.551 g=1.365 2/2 [==============================] - 0s 17ms/step >37, 23/693, d1=0.553, d2=0.499 g=1.359 2/2 [==============================] - 0s 17ms/step >37, 24/693, d1=0.544, d2=0.630 g=1.221 2/2 [==============================] - 0s 16ms/step >37, 25/693, d1=0.549, d2=0.549 g=1.344 2/2 [==============================] - 0s 17ms/step >37, 26/693, d1=0.624, d2=0.528 g=1.425 2/2 [==============================] - 0s 17ms/step >37, 27/693, d1=0.641, d2=0.520 g=1.361 2/2 [==============================] - 0s 17ms/step >37, 28/693, d1=0.614, d2=0.516 g=1.319 2/2 [==============================] - 0s 16ms/step >37, 29/693, d1=0.559, d2=0.559 g=1.226 2/2 [==============================] - 0s 17ms/step >37, 30/693, d1=0.620, d2=0.537 g=1.247 2/2 [==============================] - 0s 19ms/step >37, 31/693, d1=0.532, d2=0.590 g=1.215 2/2 [==============================] - 0s 16ms/step >37, 32/693, d1=0.500, d2=0.516 g=1.364 2/2 [==============================] - 0s 17ms/step >37, 33/693, d1=0.492, d2=0.497 g=1.118 2/2 [==============================] - 0s 16ms/step >37, 34/693, d1=0.453, d2=0.566 g=1.253 2/2 [==============================] - 0s 17ms/step >37, 35/693, d1=0.588, d2=0.495 g=1.387 2/2 [==============================] - 0s 17ms/step >37, 36/693, d1=0.572, d2=0.547 g=1.263 2/2 [==============================] - 0s 17ms/step >37, 37/693, d1=0.516, d2=0.455 g=1.157 2/2 [==============================] - 0s 17ms/step >37, 38/693, d1=0.591, d2=0.617 g=1.335 2/2 [==============================] - 0s 18ms/step >37, 39/693, d1=0.541, d2=0.491 g=1.386 2/2 [==============================] - 0s 20ms/step >37, 40/693, d1=0.481, d2=0.696 g=1.473 2/2 [==============================] - 0s 18ms/step >37, 41/693, d1=0.530, d2=0.530 g=1.522 2/2 [==============================] - 0s 18ms/step >37, 42/693, d1=0.716, d2=0.468 g=1.298 2/2 [==============================] - 0s 21ms/step >37, 43/693, d1=0.688, d2=0.513 g=1.032 2/2 [==============================] - 0s 17ms/step >37, 44/693, d1=0.479, d2=0.641 g=1.238 2/2 [==============================] - 0s 17ms/step >37, 45/693, d1=0.474, d2=0.482 g=1.306 2/2 [==============================] - 0s 17ms/step >37, 46/693, d1=0.552, d2=0.624 g=1.340 2/2 [==============================] - 0s 17ms/step >37, 47/693, d1=0.537, d2=0.522 g=1.227 2/2 [==============================] - 0s 17ms/step >37, 48/693, d1=0.538, d2=0.526 g=1.262 2/2 [==============================] - 0s 17ms/step >37, 49/693, d1=0.444, d2=0.497 g=1.336 2/2 [==============================] - 0s 17ms/step >37, 50/693, d1=0.586, d2=0.557 g=1.314 2/2 [==============================] - 0s 17ms/step >37, 51/693, d1=0.559, d2=0.625 g=1.391 2/2 [==============================] - 0s 18ms/step >37, 52/693, d1=0.516, d2=0.432 g=1.501 2/2 [==============================] - 0s 17ms/step >37, 53/693, d1=0.602, d2=0.437 g=1.381 2/2 [==============================] - 0s 16ms/step >37, 54/693, d1=0.605, d2=0.582 g=1.366 2/2 [==============================] - 0s 17ms/step >37, 55/693, d1=0.465, d2=0.522 g=1.270 2/2 [==============================] - 0s 16ms/step >37, 56/693, d1=0.490, d2=0.598 g=1.268 2/2 [==============================] - 0s 17ms/step >37, 57/693, d1=0.607, d2=0.572 g=1.301 2/2 [==============================] - 0s 18ms/step >37, 58/693, d1=0.566, d2=0.511 g=1.304 2/2 [==============================] - 0s 17ms/step >37, 59/693, d1=0.617, d2=0.476 g=1.341 2/2 [==============================] - 0s 17ms/step >37, 60/693, d1=0.453, d2=0.634 g=1.320 2/2 [==============================] - 0s 17ms/step >37, 61/693, d1=0.562, d2=0.528 g=1.318 2/2 [==============================] - 0s 17ms/step >37, 62/693, d1=0.541, d2=0.523 g=1.400 2/2 [==============================] - 0s 17ms/step >37, 63/693, d1=0.585, d2=0.537 g=1.354 2/2 [==============================] - 0s 18ms/step >37, 64/693, d1=0.506, d2=0.427 g=1.255 2/2 [==============================] - 0s 16ms/step >37, 65/693, d1=0.611, d2=0.595 g=1.337 2/2 [==============================] - 0s 17ms/step >37, 66/693, d1=0.542, d2=0.485 g=1.352 2/2 [==============================] - 0s 17ms/step >37, 67/693, d1=0.553, d2=0.597 g=1.266 2/2 [==============================] - 0s 17ms/step >37, 68/693, d1=0.645, d2=0.477 g=1.331 2/2 [==============================] - 0s 17ms/step >37, 69/693, d1=0.457, d2=0.665 g=1.346 2/2 [==============================] - 0s 18ms/step >37, 70/693, d1=0.537, d2=0.438 g=1.336 2/2 [==============================] - 0s 17ms/step >37, 71/693, d1=0.493, d2=0.526 g=1.444 2/2 [==============================] - 0s 18ms/step >37, 72/693, d1=0.530, d2=0.580 g=1.227 2/2 [==============================] - 0s 17ms/step >37, 73/693, d1=0.537, d2=0.596 g=1.402 2/2 [==============================] - 0s 18ms/step >37, 74/693, d1=0.524, d2=0.469 g=1.502 2/2 [==============================] - 0s 16ms/step >37, 75/693, d1=0.578, d2=0.452 g=1.392 2/2 [==============================] - 0s 16ms/step >37, 76/693, d1=0.502, d2=0.434 g=1.378 2/2 [==============================] - 0s 17ms/step >37, 77/693, d1=0.559, d2=0.521 g=1.301 2/2 [==============================] - 0s 17ms/step >37, 78/693, d1=0.640, d2=0.509 g=1.212 2/2 [==============================] - 0s 16ms/step >37, 79/693, d1=0.614, d2=0.542 g=1.187 2/2 [==============================] - 0s 17ms/step >37, 80/693, d1=0.507, d2=0.516 g=1.236 2/2 [==============================] - 0s 17ms/step >37, 81/693, d1=0.449, d2=0.598 g=1.253 2/2 [==============================] - 0s 18ms/step >37, 82/693, d1=0.638, d2=0.546 g=1.186 2/2 [==============================] - 0s 16ms/step >37, 83/693, d1=0.555, d2=0.670 g=1.183 2/2 [==============================] - 0s 17ms/step >37, 84/693, d1=0.510, d2=0.569 g=1.342 2/2 [==============================] - 0s 17ms/step >37, 85/693, d1=0.603, d2=0.541 g=1.313 2/2 [==============================] - 0s 17ms/step >37, 86/693, d1=0.548, d2=0.587 g=1.326 2/2 [==============================] - 0s 17ms/step >37, 87/693, d1=0.701, d2=0.412 g=1.309 2/2 [==============================] - 0s 17ms/step >37, 88/693, d1=0.532, d2=0.453 g=1.282 2/2 [==============================] - 0s 18ms/step >37, 89/693, d1=0.606, d2=0.581 g=1.236 2/2 [==============================] - 0s 19ms/step >37, 90/693, d1=0.509, d2=0.536 g=1.249 2/2 [==============================] - 0s 18ms/step >37, 91/693, d1=0.559, d2=0.578 g=1.315 2/2 [==============================] - 0s 17ms/step >37, 92/693, d1=0.509, d2=0.466 g=1.249 2/2 [==============================] - 0s 16ms/step >37, 93/693, d1=0.566, d2=0.546 g=1.262 2/2 [==============================] - 0s 16ms/step >37, 94/693, d1=0.460, d2=0.608 g=1.308 2/2 [==============================] - 0s 17ms/step >37, 95/693, d1=0.646, d2=0.464 g=1.329 2/2 [==============================] - 0s 17ms/step >37, 96/693, d1=0.470, d2=0.452 g=1.543 2/2 [==============================] - 0s 16ms/step >37, 97/693, d1=0.444, d2=0.554 g=1.343 2/2 [==============================] - 0s 19ms/step >37, 98/693, d1=0.560, d2=0.532 g=1.325 2/2 [==============================] - 0s 19ms/step >37, 99/693, d1=0.589, d2=0.482 g=1.443 2/2 [==============================] - 0s 17ms/step >37, 100/693, d1=0.570, d2=0.541 g=1.440 2/2 [==============================] - 0s 19ms/step >37, 101/693, d1=0.652, d2=0.522 g=1.276 2/2 [==============================] - 0s 17ms/step >37, 102/693, d1=0.541, d2=0.581 g=1.396 2/2 [==============================] - 0s 18ms/step >37, 103/693, d1=0.488, d2=0.599 g=1.540 2/2 [==============================] - 0s 17ms/step >37, 104/693, d1=0.587, d2=0.545 g=1.441 2/2 [==============================] - 0s 19ms/step >37, 105/693, d1=0.529, d2=0.648 g=1.361 2/2 [==============================] - 0s 16ms/step >37, 106/693, d1=0.637, d2=0.605 g=1.355 2/2 [==============================] - 0s 17ms/step >37, 107/693, d1=0.581, d2=0.544 g=1.320 2/2 [==============================] - 0s 18ms/step >37, 108/693, d1=0.560, d2=0.474 g=1.346 2/2 [==============================] - 0s 17ms/step >37, 109/693, d1=0.544, d2=0.505 g=1.355 2/2 [==============================] - 0s 17ms/step >37, 110/693, d1=0.489, d2=0.491 g=1.332 2/2 [==============================] - 0s 18ms/step >37, 111/693, d1=0.538, d2=0.443 g=1.486 2/2 [==============================] - 0s 17ms/step >37, 112/693, d1=0.466, d2=0.638 g=1.360 2/2 [==============================] - 0s 18ms/step >37, 113/693, d1=0.525, d2=0.483 g=1.329 2/2 [==============================] - 0s 16ms/step >37, 114/693, d1=0.609, d2=0.575 g=1.460 2/2 [==============================] - 0s 17ms/step >37, 115/693, d1=0.535, d2=0.422 g=1.337 2/2 [==============================] - 0s 18ms/step >37, 116/693, d1=0.536, d2=0.519 g=1.408 2/2 [==============================] - 0s 20ms/step >37, 117/693, d1=0.495, d2=0.583 g=1.313 2/2 [==============================] - 0s 17ms/step >37, 118/693, d1=0.497, d2=0.539 g=1.338 2/2 [==============================] - 0s 17ms/step >37, 119/693, d1=0.606, d2=0.501 g=1.310 2/2 [==============================] - 0s 17ms/step >37, 120/693, d1=0.533, d2=0.514 g=1.287 2/2 [==============================] - 0s 18ms/step >37, 121/693, d1=0.505, d2=0.484 g=1.312 2/2 [==============================] - 0s 16ms/step >37, 122/693, d1=0.549, d2=0.476 g=1.381 2/2 [==============================] - 0s 17ms/step >37, 123/693, d1=0.562, d2=0.616 g=1.353 2/2 [==============================] - 0s 18ms/step >37, 124/693, d1=0.523, d2=0.580 g=1.401 2/2 [==============================] - 0s 18ms/step >37, 125/693, d1=0.558, d2=0.471 g=1.377 2/2 [==============================] - 0s 17ms/step >37, 126/693, d1=0.614, d2=0.480 g=1.218 2/2 [==============================] - 0s 21ms/step >37, 127/693, d1=0.487, d2=0.644 g=1.320 2/2 [==============================] - 0s 17ms/step >37, 128/693, d1=0.616, d2=0.515 g=1.427 2/2 [==============================] - 0s 17ms/step >37, 129/693, d1=0.549, d2=0.490 g=1.196 2/2 [==============================] - 0s 19ms/step >37, 130/693, d1=0.466, d2=0.507 g=1.226 2/2 [==============================] - 0s 18ms/step >37, 131/693, d1=0.488, d2=0.516 g=1.369 2/2 [==============================] - 0s 17ms/step >37, 132/693, d1=0.569, d2=0.559 g=1.400 2/2 [==============================] - 0s 17ms/step >37, 133/693, d1=0.663, d2=0.488 g=1.246 2/2 [==============================] - 0s 16ms/step >37, 134/693, d1=0.511, d2=0.453 g=1.357 2/2 [==============================] - 0s 17ms/step >37, 135/693, d1=0.514, d2=0.655 g=1.481 2/2 [==============================] - 0s 19ms/step >37, 136/693, d1=0.512, d2=0.477 g=1.446 2/2 [==============================] - 0s 18ms/step >37, 137/693, d1=0.549, d2=0.456 g=1.296 2/2 [==============================] - 0s 17ms/step >37, 138/693, d1=0.554, d2=0.464 g=1.262 2/2 [==============================] - 0s 18ms/step >37, 139/693, d1=0.617, d2=0.502 g=1.237 2/2 [==============================] - 0s 17ms/step >37, 140/693, d1=0.468, d2=0.547 g=1.328 2/2 [==============================] - 0s 17ms/step >37, 141/693, d1=0.526, d2=0.622 g=1.303 2/2 [==============================] - 0s 17ms/step >37, 142/693, d1=0.551, d2=0.609 g=1.330 2/2 [==============================] - 0s 16ms/step >37, 143/693, d1=0.607, d2=0.481 g=1.272 2/2 [==============================] - 0s 17ms/step >37, 144/693, d1=0.570, d2=0.545 g=1.348 2/2 [==============================] - 0s 17ms/step >37, 145/693, d1=0.543, d2=0.562 g=1.262 2/2 [==============================] - 0s 17ms/step >37, 146/693, d1=0.585, d2=0.635 g=1.502 2/2 [==============================] - 0s 16ms/step >37, 147/693, d1=0.575, d2=0.450 g=1.265 2/2 [==============================] - 0s 17ms/step >37, 148/693, d1=0.502, d2=0.585 g=1.302 2/2 [==============================] - 0s 16ms/step >37, 149/693, d1=0.633, d2=0.518 g=1.275 2/2 [==============================] - 0s 18ms/step >37, 150/693, d1=0.601, d2=0.611 g=1.301 2/2 [==============================] - 0s 17ms/step >37, 151/693, d1=0.512, d2=0.482 g=1.324 2/2 [==============================] - 0s 19ms/step >37, 152/693, d1=0.578, d2=0.608 g=1.305 2/2 [==============================] - 0s 18ms/step >37, 153/693, d1=0.547, d2=0.626 g=1.450 2/2 [==============================] - 0s 17ms/step >37, 154/693, d1=0.530, d2=0.477 g=1.310 2/2 [==============================] - 0s 16ms/step >37, 155/693, d1=0.536, d2=0.455 g=1.313 2/2 [==============================] - 0s 17ms/step >37, 156/693, d1=0.566, d2=0.505 g=1.238 2/2 [==============================] - 0s 17ms/step >37, 157/693, d1=0.483, d2=0.502 g=1.167 2/2 [==============================] - 0s 17ms/step >37, 158/693, d1=0.520, d2=0.427 g=1.208 2/2 [==============================] - 0s 18ms/step >37, 159/693, d1=0.488, d2=0.601 g=1.341 2/2 [==============================] - 0s 17ms/step >37, 160/693, d1=0.591, d2=0.540 g=1.255 2/2 [==============================] - 0s 16ms/step >37, 161/693, d1=0.509, d2=0.560 g=1.284 2/2 [==============================] - 0s 18ms/step >37, 162/693, d1=0.642, d2=0.610 g=1.280 2/2 [==============================] - 0s 16ms/step >37, 163/693, d1=0.575, d2=0.559 g=1.300 2/2 [==============================] - 0s 18ms/step >37, 164/693, d1=0.578, d2=0.594 g=1.366 2/2 [==============================] - 0s 17ms/step >37, 165/693, d1=0.646, d2=0.512 g=1.305 2/2 [==============================] - 0s 18ms/step >37, 166/693, d1=0.681, d2=0.594 g=1.212 2/2 [==============================] - 0s 17ms/step >37, 167/693, d1=0.575, d2=0.601 g=1.204 2/2 [==============================] - 0s 17ms/step >37, 168/693, d1=0.514, d2=0.472 g=1.425 2/2 [==============================] - 0s 17ms/step >37, 169/693, d1=0.471, d2=0.412 g=1.471 2/2 [==============================] - 0s 18ms/step >37, 170/693, d1=0.623, d2=0.411 g=1.406 2/2 [==============================] - 0s 17ms/step >37, 171/693, d1=0.529, d2=0.424 g=1.497 2/2 [==============================] - 0s 17ms/step >37, 172/693, d1=0.435, d2=0.673 g=1.217 2/2 [==============================] - 0s 19ms/step >37, 173/693, d1=0.460, d2=0.492 g=1.603 2/2 [==============================] - 0s 17ms/step >37, 174/693, d1=0.514, d2=0.405 g=1.333 2/2 [==============================] - 0s 18ms/step >37, 175/693, d1=0.421, d2=0.412 g=1.519 2/2 [==============================] - 0s 17ms/step >37, 176/693, d1=0.565, d2=0.593 g=1.379 2/2 [==============================] - 0s 18ms/step >37, 177/693, d1=0.467, d2=0.521 g=1.503 2/2 [==============================] - 0s 17ms/step >37, 178/693, d1=0.600, d2=0.454 g=1.446 2/2 [==============================] - 0s 17ms/step >37, 179/693, d1=0.571, d2=0.512 g=1.310 2/2 [==============================] - 0s 18ms/step >37, 180/693, d1=0.444, d2=0.520 g=1.384 2/2 [==============================] - 0s 16ms/step >37, 181/693, d1=0.506, d2=0.530 g=1.342 2/2 [==============================] - 0s 17ms/step >37, 182/693, d1=0.517, d2=0.657 g=1.538 2/2 [==============================] - 0s 18ms/step >37, 183/693, d1=0.599, d2=0.485 g=1.517 2/2 [==============================] - 0s 17ms/step >37, 184/693, d1=0.491, d2=0.509 g=1.340 2/2 [==============================] - 0s 17ms/step >37, 185/693, d1=0.542, d2=0.398 g=1.326 2/2 [==============================] - 0s 17ms/step >37, 186/693, d1=0.573, d2=0.569 g=1.354 2/2 [==============================] - 0s 16ms/step >37, 187/693, d1=0.470, d2=0.521 g=1.476 2/2 [==============================] - 0s 18ms/step >37, 188/693, d1=0.461, d2=0.506 g=1.486 2/2 [==============================] - 0s 16ms/step >37, 189/693, d1=0.466, d2=0.371 g=1.525 2/2 [==============================] - 0s 16ms/step >37, 190/693, d1=0.577, d2=0.548 g=1.310 2/2 [==============================] - 0s 17ms/step >37, 191/693, d1=0.441, d2=0.554 g=1.387 2/2 [==============================] - 0s 16ms/step >37, 192/693, d1=0.542, d2=0.446 g=1.455 2/2 [==============================] - 0s 19ms/step >37, 193/693, d1=0.708, d2=0.512 g=1.266 2/2 [==============================] - 0s 16ms/step >37, 194/693, d1=0.500, d2=0.478 g=1.374 2/2 [==============================] - 0s 18ms/step >37, 195/693, d1=0.478, d2=0.644 g=1.314 2/2 [==============================] - 0s 17ms/step >37, 196/693, d1=0.445, d2=0.451 g=1.444 2/2 [==============================] - 0s 18ms/step >37, 197/693, d1=0.572, d2=0.489 g=1.468 2/2 [==============================] - 0s 16ms/step >37, 198/693, d1=0.527, d2=0.402 g=1.452 2/2 [==============================] - 0s 18ms/step >37, 199/693, d1=0.593, d2=0.536 g=1.418 2/2 [==============================] - 0s 17ms/step >37, 200/693, d1=0.501, d2=0.406 g=1.459 2/2 [==============================] - 0s 17ms/step >37, 201/693, d1=0.556, d2=0.689 g=1.348 2/2 [==============================] - 0s 17ms/step >37, 202/693, d1=0.517, d2=0.614 g=1.352 2/2 [==============================] - 0s 17ms/step >37, 203/693, d1=0.543, d2=0.479 g=1.244 2/2 [==============================] - 0s 18ms/step >37, 204/693, d1=0.584, d2=0.519 g=1.255 2/2 [==============================] - 0s 17ms/step >37, 205/693, d1=0.554, d2=0.503 g=1.315 2/2 [==============================] - 0s 16ms/step >37, 206/693, d1=0.570, d2=0.599 g=1.263 2/2 [==============================] - 0s 16ms/step >37, 207/693, d1=0.480, d2=0.493 g=1.376 2/2 [==============================] - 0s 17ms/step >37, 208/693, d1=0.505, d2=0.542 g=1.354 2/2 [==============================] - 0s 18ms/step >37, 209/693, d1=0.550, d2=0.444 g=1.369 2/2 [==============================] - 0s 17ms/step >37, 210/693, d1=0.619, d2=0.584 g=1.413 2/2 [==============================] - 0s 17ms/step >37, 211/693, d1=0.550, d2=0.626 g=1.379 2/2 [==============================] - 0s 17ms/step >37, 212/693, d1=0.625, d2=0.432 g=1.278 2/2 [==============================] - 0s 17ms/step >37, 213/693, d1=0.488, d2=0.559 g=1.269 2/2 [==============================] - 0s 16ms/step >37, 214/693, d1=0.517, d2=0.496 g=1.336 2/2 [==============================] - 0s 17ms/step >37, 215/693, d1=0.569, d2=0.445 g=1.297 2/2 [==============================] - 0s 17ms/step >37, 216/693, d1=0.460, d2=0.605 g=1.341 2/2 [==============================] - 0s 16ms/step >37, 217/693, d1=0.490, d2=0.430 g=1.331 2/2 [==============================] - 0s 18ms/step >37, 218/693, d1=0.477, d2=0.559 g=1.333 2/2 [==============================] - 0s 16ms/step >37, 219/693, d1=0.570, d2=0.548 g=1.411 2/2 [==============================] - 0s 16ms/step >37, 220/693, d1=0.580, d2=0.470 g=1.393 2/2 [==============================] - 0s 17ms/step >37, 221/693, d1=0.692, d2=0.454 g=1.219 2/2 [==============================] - 0s 18ms/step >37, 222/693, d1=0.595, d2=0.493 g=1.275 2/2 [==============================] - 0s 17ms/step >37, 223/693, d1=0.486, d2=0.529 g=1.277 2/2 [==============================] - 0s 16ms/step >37, 224/693, d1=0.607, d2=0.561 g=1.352 2/2 [==============================] - 0s 17ms/step >37, 225/693, d1=0.575, d2=0.511 g=1.390 2/2 [==============================] - 0s 16ms/step >37, 226/693, d1=0.505, d2=0.550 g=1.260 2/2 [==============================] - 0s 16ms/step >37, 227/693, d1=0.475, d2=0.532 g=1.321 2/2 [==============================] - 0s 16ms/step >37, 228/693, d1=0.665, d2=0.478 g=1.325 2/2 [==============================] - 0s 17ms/step >37, 229/693, d1=0.475, d2=0.533 g=1.277 2/2 [==============================] - 0s 17ms/step >37, 230/693, d1=0.487, d2=0.566 g=1.248 2/2 [==============================] - 0s 16ms/step >37, 231/693, d1=0.434, d2=0.446 g=1.390 2/2 [==============================] - 0s 16ms/step >37, 232/693, d1=0.642, d2=0.570 g=1.257 2/2 [==============================] - 0s 16ms/step >37, 233/693, d1=0.527, d2=0.599 g=1.196 2/2 [==============================] - 0s 17ms/step >37, 234/693, d1=0.521, d2=0.490 g=1.231 2/2 [==============================] - 0s 16ms/step >37, 235/693, d1=0.673, d2=0.449 g=1.336 2/2 [==============================] - 0s 17ms/step >37, 236/693, d1=0.470, d2=0.531 g=1.309 2/2 [==============================] - 0s 16ms/step >37, 237/693, d1=0.592, d2=0.523 g=1.348 2/2 [==============================] - 0s 17ms/step >37, 238/693, d1=0.466, d2=0.551 g=1.357 2/2 [==============================] - 0s 16ms/step >37, 239/693, d1=0.643, d2=0.611 g=1.352 2/2 [==============================] - 0s 17ms/step >37, 240/693, d1=0.564, d2=0.530 g=1.325 2/2 [==============================] - 0s 17ms/step >37, 241/693, d1=0.426, d2=0.420 g=1.470 2/2 [==============================] - 0s 17ms/step >37, 242/693, d1=0.546, d2=0.489 g=1.310 2/2 [==============================] - 0s 18ms/step >37, 243/693, d1=0.523, d2=0.485 g=1.371 2/2 [==============================] - 0s 17ms/step >37, 244/693, d1=0.558, d2=0.525 g=1.271 2/2 [==============================] - 0s 18ms/step >37, 245/693, d1=0.560, d2=0.540 g=1.310 2/2 [==============================] - 0s 18ms/step >37, 246/693, d1=0.553, d2=0.596 g=1.346 2/2 [==============================] - 0s 17ms/step >37, 247/693, d1=0.645, d2=0.568 g=1.403 2/2 [==============================] - 0s 17ms/step >37, 248/693, d1=0.448, d2=0.513 g=1.377 2/2 [==============================] - 0s 17ms/step >37, 249/693, d1=0.569, d2=0.581 g=1.458 2/2 [==============================] - 0s 17ms/step >37, 250/693, d1=0.539, d2=0.451 g=1.484 2/2 [==============================] - 0s 17ms/step >37, 251/693, d1=0.517, d2=0.552 g=1.420 2/2 [==============================] - 0s 17ms/step >37, 252/693, d1=0.587, d2=0.480 g=1.394 2/2 [==============================] - 0s 17ms/step >37, 253/693, d1=0.620, d2=0.573 g=1.253 2/2 [==============================] - 0s 17ms/step >37, 254/693, d1=0.557, d2=0.529 g=1.493 2/2 [==============================] - 0s 17ms/step >37, 255/693, d1=0.469, d2=0.477 g=1.426 2/2 [==============================] - 0s 17ms/step >37, 256/693, d1=0.604, d2=0.469 g=1.308 2/2 [==============================] - 0s 19ms/step >37, 257/693, d1=0.612, d2=0.580 g=1.252 2/2 [==============================] - 0s 17ms/step >37, 258/693, d1=0.593, d2=0.499 g=1.335 2/2 [==============================] - 0s 16ms/step >37, 259/693, d1=0.570, d2=0.468 g=1.310 2/2 [==============================] - 0s 17ms/step >37, 260/693, d1=0.604, d2=0.627 g=1.329 2/2 [==============================] - 0s 17ms/step >37, 261/693, d1=0.493, d2=0.565 g=1.361 2/2 [==============================] - 0s 19ms/step >37, 262/693, d1=0.521, d2=0.415 g=1.441 2/2 [==============================] - 0s 20ms/step >37, 263/693, d1=0.572, d2=0.455 g=1.321 2/2 [==============================] - 0s 16ms/step >37, 264/693, d1=0.565, d2=0.664 g=1.346 2/2 [==============================] - 0s 18ms/step >37, 265/693, d1=0.476, d2=0.486 g=1.406 2/2 [==============================] - 0s 18ms/step >37, 266/693, d1=0.568, d2=0.451 g=1.508 2/2 [==============================] - 0s 18ms/step >37, 267/693, d1=0.564, d2=0.495 g=1.333 2/2 [==============================] - 0s 17ms/step >37, 268/693, d1=0.519, d2=0.480 g=1.399 2/2 [==============================] - 0s 18ms/step >37, 269/693, d1=0.558, d2=0.567 g=1.333 2/2 [==============================] - 0s 17ms/step >37, 270/693, d1=0.427, d2=0.482 g=1.492 2/2 [==============================] - 0s 17ms/step >37, 271/693, d1=0.626, d2=0.528 g=1.353 2/2 [==============================] - 0s 19ms/step >37, 272/693, d1=0.548, d2=0.447 g=1.217 2/2 [==============================] - 0s 17ms/step >37, 273/693, d1=0.565, d2=0.598 g=1.266 2/2 [==============================] - 0s 17ms/step >37, 274/693, d1=0.525, d2=0.541 g=1.291 2/2 [==============================] - 0s 17ms/step >37, 275/693, d1=0.381, d2=0.592 g=1.520 2/2 [==============================] - 0s 17ms/step >37, 276/693, d1=0.506, d2=0.454 g=1.375 2/2 [==============================] - 0s 17ms/step >37, 277/693, d1=0.607, d2=0.482 g=1.406 2/2 [==============================] - 0s 17ms/step >37, 278/693, d1=0.585, d2=0.524 g=1.293 2/2 [==============================] - 0s 19ms/step >37, 279/693, d1=0.547, d2=0.513 g=1.374 2/2 [==============================] - 0s 17ms/step >37, 280/693, d1=0.586, d2=0.547 g=1.413 2/2 [==============================] - 0s 17ms/step >37, 281/693, d1=0.457, d2=0.588 g=1.465 2/2 [==============================] - 0s 17ms/step >37, 282/693, d1=0.604, d2=0.485 g=1.403 2/2 [==============================] - 0s 16ms/step >37, 283/693, d1=0.608, d2=0.507 g=1.233 2/2 [==============================] - 0s 18ms/step >37, 284/693, d1=0.519, d2=0.546 g=1.302 2/2 [==============================] - 0s 17ms/step >37, 285/693, d1=0.585, d2=0.531 g=1.148 2/2 [==============================] - 0s 16ms/step >37, 286/693, d1=0.479, d2=0.571 g=1.368 2/2 [==============================] - 0s 18ms/step >37, 287/693, d1=0.529, d2=0.484 g=1.558 2/2 [==============================] - 0s 17ms/step >37, 288/693, d1=0.627, d2=0.466 g=1.310 2/2 [==============================] - 0s 17ms/step >37, 289/693, d1=0.485, d2=0.469 g=1.315 2/2 [==============================] - 0s 18ms/step >37, 290/693, d1=0.463, d2=0.513 g=1.272 2/2 [==============================] - 0s 16ms/step >37, 291/693, d1=0.545, d2=0.475 g=1.455 2/2 [==============================] - 0s 18ms/step >37, 292/693, d1=0.627, d2=0.563 g=1.215 2/2 [==============================] - 0s 17ms/step >37, 293/693, d1=0.498, d2=0.515 g=1.284 2/2 [==============================] - 0s 17ms/step >37, 294/693, d1=0.461, d2=0.640 g=1.482 2/2 [==============================] - 0s 18ms/step >37, 295/693, d1=0.501, d2=0.460 g=1.399 2/2 [==============================] - 0s 17ms/step >37, 296/693, d1=0.587, d2=0.446 g=1.400 2/2 [==============================] - 0s 17ms/step >37, 297/693, d1=0.520, d2=0.517 g=1.312 2/2 [==============================] - 0s 18ms/step >37, 298/693, d1=0.535, d2=0.493 g=1.303 2/2 [==============================] - 0s 17ms/step >37, 299/693, d1=0.454, d2=0.575 g=1.302 2/2 [==============================] - 0s 17ms/step >37, 300/693, d1=0.590, d2=0.464 g=1.215 2/2 [==============================] - 0s 17ms/step >37, 301/693, d1=0.559, d2=0.572 g=1.107 2/2 [==============================] - 0s 16ms/step >37, 302/693, d1=0.466, d2=0.478 g=1.286 2/2 [==============================] - 0s 18ms/step >37, 303/693, d1=0.424, d2=0.535 g=1.477 2/2 [==============================] - 0s 19ms/step >37, 304/693, d1=0.667, d2=0.554 g=1.303 2/2 [==============================] - 0s 17ms/step >37, 305/693, d1=0.626, d2=0.487 g=1.304 2/2 [==============================] - 0s 16ms/step >37, 306/693, d1=0.499, d2=0.474 g=1.347 2/2 [==============================] - 0s 18ms/step >37, 307/693, d1=0.462, d2=0.499 g=1.317 2/2 [==============================] - 0s 17ms/step >37, 308/693, d1=0.483, d2=0.587 g=1.355 2/2 [==============================] - 0s 17ms/step >37, 309/693, d1=0.642, d2=0.440 g=1.331 2/2 [==============================] - 0s 18ms/step >37, 310/693, d1=0.600, d2=0.544 g=1.410 2/2 [==============================] - 0s 17ms/step >37, 311/693, d1=0.517, d2=0.540 g=1.309 2/2 [==============================] - 0s 16ms/step >37, 312/693, d1=0.653, d2=0.481 g=1.211 2/2 [==============================] - 0s 17ms/step >37, 313/693, d1=0.458, d2=0.569 g=1.240 2/2 [==============================] - 0s 16ms/step >37, 314/693, d1=0.542, d2=0.704 g=1.361 2/2 [==============================] - 0s 16ms/step >37, 315/693, d1=0.523, d2=0.503 g=1.323 2/2 [==============================] - 0s 16ms/step >37, 316/693, d1=0.623, d2=0.549 g=1.408 2/2 [==============================] - 0s 18ms/step >37, 317/693, d1=0.679, d2=0.504 g=1.317 2/2 [==============================] - 0s 16ms/step >37, 318/693, d1=0.441, d2=0.590 g=1.368 2/2 [==============================] - 0s 16ms/step >37, 319/693, d1=0.579, d2=0.451 g=1.375 2/2 [==============================] - 0s 17ms/step >37, 320/693, d1=0.519, d2=0.458 g=1.323 2/2 [==============================] - 0s 17ms/step >37, 321/693, d1=0.561, d2=0.617 g=1.468 2/2 [==============================] - 0s 18ms/step >37, 322/693, d1=0.539, d2=0.463 g=1.367 2/2 [==============================] - 0s 17ms/step >37, 323/693, d1=0.550, d2=0.551 g=1.314 2/2 [==============================] - 0s 19ms/step >37, 324/693, d1=0.611, d2=0.442 g=1.230 2/2 [==============================] - 0s 17ms/step >37, 325/693, d1=0.500, d2=0.532 g=1.248 2/2 [==============================] - 0s 18ms/step >37, 326/693, d1=0.523, d2=0.664 g=1.294 2/2 [==============================] - 0s 17ms/step >37, 327/693, d1=0.550, d2=0.569 g=1.270 2/2 [==============================] - 0s 17ms/step >37, 328/693, d1=0.628, d2=0.542 g=1.336 2/2 [==============================] - 0s 17ms/step >37, 329/693, d1=0.541, d2=0.480 g=1.288 2/2 [==============================] - 0s 17ms/step >37, 330/693, d1=0.454, d2=0.573 g=1.417 2/2 [==============================] - 0s 18ms/step >37, 331/693, d1=0.589, d2=0.479 g=1.408 2/2 [==============================] - 0s 17ms/step >37, 332/693, d1=0.598, d2=0.487 g=1.272 2/2 [==============================] - 0s 16ms/step >37, 333/693, d1=0.503, d2=0.679 g=1.312 2/2 [==============================] - 0s 18ms/step >37, 334/693, d1=0.534, d2=0.432 g=1.358 2/2 [==============================] - 0s 19ms/step >37, 335/693, d1=0.586, d2=0.504 g=1.360 2/2 [==============================] - 0s 18ms/step >37, 336/693, d1=0.451, d2=0.493 g=1.349 2/2 [==============================] - 0s 18ms/step >37, 337/693, d1=0.623, d2=0.511 g=1.323 2/2 [==============================] - 0s 17ms/step >37, 338/693, d1=0.562, d2=0.450 g=1.388 2/2 [==============================] - 0s 18ms/step >37, 339/693, d1=0.501, d2=0.492 g=1.383 2/2 [==============================] - 0s 17ms/step >37, 340/693, d1=0.542, d2=0.460 g=1.437 2/2 [==============================] - 0s 19ms/step >37, 341/693, d1=0.611, d2=0.556 g=1.256 2/2 [==============================] - 0s 17ms/step >37, 342/693, d1=0.563, d2=0.523 g=1.149 2/2 [==============================] - 0s 17ms/step >37, 343/693, d1=0.406, d2=0.559 g=1.304 2/2 [==============================] - 0s 17ms/step >37, 344/693, d1=0.479, d2=0.505 g=1.229 2/2 [==============================] - 0s 17ms/step >37, 345/693, d1=0.563, d2=0.511 g=1.387 2/2 [==============================] - 0s 17ms/step >37, 346/693, d1=0.598, d2=0.547 g=1.238 2/2 [==============================] - 0s 17ms/step >37, 347/693, d1=0.543, d2=0.584 g=1.248 2/2 [==============================] - 0s 17ms/step >37, 348/693, d1=0.533, d2=0.523 g=1.427 2/2 [==============================] - 0s 16ms/step >37, 349/693, d1=0.532, d2=0.462 g=1.452 2/2 [==============================] - 0s 17ms/step >37, 350/693, d1=0.553, d2=0.462 g=1.441 2/2 [==============================] - 0s 19ms/step >37, 351/693, d1=0.496, d2=0.584 g=1.426 2/2 [==============================] - 0s 17ms/step >37, 352/693, d1=0.563, d2=0.423 g=1.332 2/2 [==============================] - 0s 17ms/step >37, 353/693, d1=0.629, d2=0.480 g=1.200 2/2 [==============================] - 0s 17ms/step >37, 354/693, d1=0.486, d2=0.587 g=1.354 2/2 [==============================] - 0s 18ms/step >37, 355/693, d1=0.544, d2=0.605 g=1.301 2/2 [==============================] - 0s 16ms/step >37, 356/693, d1=0.607, d2=0.595 g=1.227 2/2 [==============================] - 0s 17ms/step >37, 357/693, d1=0.605, d2=0.413 g=1.311 2/2 [==============================] - 0s 17ms/step >37, 358/693, d1=0.595, d2=0.640 g=1.253 2/2 [==============================] - 0s 17ms/step >37, 359/693, d1=0.552, d2=0.471 g=1.302 2/2 [==============================] - 0s 18ms/step >37, 360/693, d1=0.507, d2=0.561 g=1.239 2/2 [==============================] - 0s 17ms/step >37, 361/693, d1=0.561, d2=0.512 g=1.391 2/2 [==============================] - 0s 18ms/step >37, 362/693, d1=0.477, d2=0.474 g=1.395 2/2 [==============================] - 0s 18ms/step >37, 363/693, d1=0.523, d2=0.467 g=1.277 2/2 [==============================] - 0s 17ms/step >37, 364/693, d1=0.499, d2=0.596 g=1.303 2/2 [==============================] - 0s 16ms/step >37, 365/693, d1=0.414, d2=0.563 g=1.348 2/2 [==============================] - 0s 16ms/step >37, 366/693, d1=0.529, d2=0.421 g=1.684 2/2 [==============================] - 0s 17ms/step >37, 367/693, d1=0.551, d2=0.457 g=1.398 2/2 [==============================] - 0s 17ms/step >37, 368/693, d1=0.571, d2=0.547 g=1.350 2/2 [==============================] - 0s 17ms/step >37, 369/693, d1=0.500, d2=0.492 g=1.354 2/2 [==============================] - 0s 18ms/step >37, 370/693, d1=0.494, d2=0.644 g=1.475 2/2 [==============================] - 0s 17ms/step >37, 371/693, d1=0.496, d2=0.495 g=1.576 2/2 [==============================] - 0s 16ms/step >37, 372/693, d1=0.620, d2=0.458 g=1.519 2/2 [==============================] - 0s 17ms/step >37, 373/693, d1=0.570, d2=0.642 g=1.293 2/2 [==============================] - 0s 19ms/step >37, 374/693, d1=0.600, d2=0.523 g=1.192 2/2 [==============================] - 0s 17ms/step >37, 375/693, d1=0.553, d2=0.482 g=1.392 2/2 [==============================] - 0s 17ms/step >37, 376/693, d1=0.518, d2=0.496 g=1.531 2/2 [==============================] - 0s 16ms/step >37, 377/693, d1=0.629, d2=0.660 g=1.338 2/2 [==============================] - 0s 16ms/step >37, 378/693, d1=0.567, d2=0.503 g=1.432 2/2 [==============================] - 0s 17ms/step >37, 379/693, d1=0.687, d2=0.580 g=1.261 2/2 [==============================] - 0s 17ms/step >37, 380/693, d1=0.625, d2=0.529 g=1.317 2/2 [==============================] - 0s 17ms/step >37, 381/693, d1=0.515, d2=0.508 g=1.240 2/2 [==============================] - 0s 17ms/step >37, 382/693, d1=0.353, d2=0.509 g=1.392 2/2 [==============================] - 0s 17ms/step >37, 383/693, d1=0.479, d2=0.639 g=1.370 2/2 [==============================] - 0s 17ms/step >37, 384/693, d1=0.531, d2=0.477 g=1.421 2/2 [==============================] - 0s 18ms/step >37, 385/693, d1=0.579, d2=0.518 g=1.274 2/2 [==============================] - 0s 17ms/step >37, 386/693, d1=0.511, d2=0.489 g=1.380 2/2 [==============================] - 0s 16ms/step >37, 387/693, d1=0.465, d2=0.497 g=1.439 2/2 [==============================] - 0s 17ms/step >37, 388/693, d1=0.596, d2=0.511 g=1.316 2/2 [==============================] - 0s 17ms/step >37, 389/693, d1=0.433, d2=0.477 g=1.310 2/2 [==============================] - 0s 16ms/step >37, 390/693, d1=0.651, d2=0.604 g=1.335 2/2 [==============================] - 0s 17ms/step >37, 391/693, d1=0.563, d2=0.497 g=1.375 2/2 [==============================] - 0s 16ms/step >37, 392/693, d1=0.571, d2=0.557 g=1.321 2/2 [==============================] - 0s 17ms/step >37, 393/693, d1=0.533, d2=0.638 g=1.458 2/2 [==============================] - 0s 16ms/step >37, 394/693, d1=0.557, d2=0.463 g=1.283 2/2 [==============================] - 0s 16ms/step >37, 395/693, d1=0.505, d2=0.515 g=1.572 2/2 [==============================] - 0s 17ms/step >37, 396/693, d1=0.575, d2=0.452 g=1.348 2/2 [==============================] - 0s 17ms/step >37, 397/693, d1=0.478, d2=0.457 g=1.311 2/2 [==============================] - 0s 19ms/step >37, 398/693, d1=0.548, d2=0.512 g=1.389 2/2 [==============================] - 0s 17ms/step >37, 399/693, d1=0.518, d2=0.543 g=1.358 2/2 [==============================] - 0s 17ms/step >37, 400/693, d1=0.395, d2=0.518 g=1.384 2/2 [==============================] - 0s 17ms/step >37, 401/693, d1=0.636, d2=0.532 g=1.436 2/2 [==============================] - 0s 17ms/step >37, 402/693, d1=0.437, d2=0.445 g=1.270 2/2 [==============================] - 0s 17ms/step >37, 403/693, d1=0.548, d2=0.561 g=1.319 2/2 [==============================] - 0s 17ms/step >37, 404/693, d1=0.622, d2=0.460 g=1.302 2/2 [==============================] - 0s 18ms/step >37, 405/693, d1=0.477, d2=0.468 g=1.459 2/2 [==============================] - 0s 18ms/step >37, 406/693, d1=0.555, d2=0.514 g=1.363 2/2 [==============================] - 0s 17ms/step >37, 407/693, d1=0.426, d2=0.482 g=1.423 2/2 [==============================] - 0s 19ms/step >37, 408/693, d1=0.596, d2=0.588 g=1.317 2/2 [==============================] - 0s 16ms/step >37, 409/693, d1=0.511, d2=0.503 g=1.349 2/2 [==============================] - 0s 17ms/step >37, 410/693, d1=0.568, d2=0.531 g=1.338 2/2 [==============================] - 0s 18ms/step >37, 411/693, d1=0.520, d2=0.559 g=1.280 2/2 [==============================] - 0s 16ms/step >37, 412/693, d1=0.684, d2=0.623 g=1.403 2/2 [==============================] - 0s 18ms/step >37, 413/693, d1=0.495, d2=0.642 g=1.232 2/2 [==============================] - 0s 18ms/step >37, 414/693, d1=0.771, d2=0.449 g=1.334 2/2 [==============================] - 0s 18ms/step >37, 415/693, d1=0.512, d2=0.481 g=1.265 2/2 [==============================] - 0s 18ms/step >37, 416/693, d1=0.585, d2=0.565 g=1.339 2/2 [==============================] - 0s 18ms/step >37, 417/693, d1=0.635, d2=0.547 g=1.477 2/2 [==============================] - 0s 17ms/step >37, 418/693, d1=0.489, d2=0.476 g=1.429 2/2 [==============================] - 0s 18ms/step >37, 419/693, d1=0.544, d2=0.429 g=1.411 2/2 [==============================] - 0s 18ms/step >37, 420/693, d1=0.498, d2=0.603 g=1.287 2/2 [==============================] - 0s 17ms/step >37, 421/693, d1=0.557, d2=0.526 g=1.405 2/2 [==============================] - 0s 17ms/step >37, 422/693, d1=0.600, d2=0.505 g=1.415 2/2 [==============================] - 0s 17ms/step >37, 423/693, d1=0.557, d2=0.587 g=1.325 2/2 [==============================] - 0s 16ms/step >37, 424/693, d1=0.665, d2=0.430 g=1.232 2/2 [==============================] - 0s 16ms/step >37, 425/693, d1=0.455, d2=0.572 g=1.291 2/2 [==============================] - 0s 16ms/step >37, 426/693, d1=0.549, d2=0.474 g=1.227 2/2 [==============================] - 0s 18ms/step >37, 427/693, d1=0.544, d2=0.554 g=1.236 2/2 [==============================] - 0s 17ms/step >37, 428/693, d1=0.485, d2=0.482 g=1.294 2/2 [==============================] - 0s 18ms/step >37, 429/693, d1=0.595, d2=0.534 g=1.218 2/2 [==============================] - 0s 18ms/step >37, 430/693, d1=0.647, d2=0.614 g=1.126 2/2 [==============================] - 0s 21ms/step >37, 431/693, d1=0.416, d2=0.625 g=1.232 2/2 [==============================] - 0s 17ms/step >37, 432/693, d1=0.513, d2=0.523 g=1.408 2/2 [==============================] - 0s 17ms/step >37, 433/693, d1=0.641, d2=0.549 g=1.340 2/2 [==============================] - 0s 17ms/step >37, 434/693, d1=0.568, d2=0.555 g=1.391 2/2 [==============================] - 0s 19ms/step >37, 435/693, d1=0.510, d2=0.551 g=1.201 2/2 [==============================] - 0s 17ms/step >37, 436/693, d1=0.562, d2=0.430 g=1.256 2/2 [==============================] - 0s 18ms/step >37, 437/693, d1=0.559, d2=0.517 g=1.354 2/2 [==============================] - 0s 17ms/step >37, 438/693, d1=0.459, d2=0.402 g=1.319 2/2 [==============================] - 0s 20ms/step >37, 439/693, d1=0.517, d2=0.501 g=1.299 2/2 [==============================] - 0s 20ms/step >37, 440/693, d1=0.494, d2=0.637 g=1.248 2/2 [==============================] - 0s 17ms/step >37, 441/693, d1=0.555, d2=0.528 g=1.357 2/2 [==============================] - 0s 17ms/step >37, 442/693, d1=0.590, d2=0.511 g=1.257 2/2 [==============================] - 0s 17ms/step >37, 443/693, d1=0.638, d2=0.504 g=1.339 2/2 [==============================] - 0s 23ms/step >37, 444/693, d1=0.510, d2=0.582 g=1.168 2/2 [==============================] - 0s 16ms/step >37, 445/693, d1=0.560, d2=0.584 g=1.270 2/2 [==============================] - 0s 16ms/step >37, 446/693, d1=0.580, d2=0.488 g=1.294 2/2 [==============================] - 0s 19ms/step >37, 447/693, d1=0.428, d2=0.475 g=1.381 2/2 [==============================] - 0s 16ms/step >37, 448/693, d1=0.547, d2=0.563 g=1.343 2/2 [==============================] - 0s 17ms/step >37, 449/693, d1=0.543, d2=0.531 g=1.566 2/2 [==============================] - 0s 17ms/step >37, 450/693, d1=0.568, d2=0.561 g=1.298 2/2 [==============================] - 0s 19ms/step >37, 451/693, d1=0.558, d2=0.427 g=1.387 2/2 [==============================] - 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0s 17ms/step >37, 463/693, d1=0.603, d2=0.512 g=1.385 2/2 [==============================] - 0s 16ms/step >37, 464/693, d1=0.532, d2=0.540 g=1.370 2/2 [==============================] - 0s 16ms/step >37, 465/693, d1=0.456, d2=0.529 g=1.358 2/2 [==============================] - 0s 17ms/step >37, 466/693, d1=0.529, d2=0.563 g=1.292 2/2 [==============================] - 0s 17ms/step >37, 467/693, d1=0.523, d2=0.482 g=1.240 2/2 [==============================] - 0s 17ms/step >37, 468/693, d1=0.440, d2=0.542 g=1.423 2/2 [==============================] - 0s 20ms/step >37, 469/693, d1=0.496, d2=0.476 g=1.344 2/2 [==============================] - 0s 16ms/step >37, 470/693, d1=0.461, d2=0.464 g=1.272 2/2 [==============================] - 0s 17ms/step >37, 471/693, d1=0.497, d2=0.472 g=1.300 2/2 [==============================] - 0s 17ms/step >37, 472/693, d1=0.535, d2=0.455 g=1.392 2/2 [==============================] - 0s 19ms/step >37, 473/693, d1=0.621, d2=0.432 g=1.290 2/2 [==============================] - 0s 20ms/step >37, 474/693, d1=0.507, d2=0.525 g=1.234 2/2 [==============================] - 0s 20ms/step >37, 475/693, d1=0.627, d2=0.553 g=1.262 2/2 [==============================] - 0s 20ms/step >37, 476/693, d1=0.462, d2=0.501 g=1.333 2/2 [==============================] - 0s 18ms/step >37, 477/693, d1=0.560, d2=0.502 g=1.273 2/2 [==============================] - 0s 19ms/step >37, 478/693, d1=0.477, d2=0.542 g=1.281 2/2 [==============================] - 0s 17ms/step >37, 479/693, d1=0.579, d2=0.717 g=1.380 2/2 [==============================] - 0s 16ms/step >37, 480/693, d1=0.477, d2=0.511 g=1.492 2/2 [==============================] - 0s 16ms/step >37, 481/693, d1=0.667, d2=0.476 g=1.349 2/2 [==============================] - 0s 17ms/step >37, 482/693, d1=0.622, d2=0.502 g=1.204 2/2 [==============================] - 0s 16ms/step >37, 483/693, d1=0.501, d2=0.573 g=1.262 2/2 [==============================] - 0s 17ms/step >37, 484/693, d1=0.629, d2=0.702 g=1.314 2/2 [==============================] - 0s 18ms/step >37, 485/693, d1=0.534, d2=0.534 g=1.421 2/2 [==============================] - 0s 17ms/step >37, 486/693, d1=0.569, d2=0.425 g=1.391 2/2 [==============================] - 0s 18ms/step >37, 487/693, d1=0.606, d2=0.460 g=1.278 2/2 [==============================] - 0s 16ms/step >37, 488/693, d1=0.530, d2=0.609 g=1.165 2/2 [==============================] - 0s 16ms/step >37, 489/693, d1=0.470, d2=0.742 g=1.276 2/2 [==============================] - 0s 17ms/step >37, 490/693, d1=0.633, d2=0.488 g=1.423 2/2 [==============================] - 0s 17ms/step >37, 491/693, d1=0.590, d2=0.403 g=1.443 2/2 [==============================] - 0s 18ms/step >37, 492/693, d1=0.540, d2=0.560 g=1.219 2/2 [==============================] - 0s 20ms/step >37, 493/693, d1=0.491, d2=0.613 g=1.241 2/2 [==============================] - 0s 19ms/step >37, 494/693, d1=0.605, d2=0.566 g=1.177 2/2 [==============================] - 0s 19ms/step >37, 495/693, d1=0.504, d2=0.612 g=1.335 2/2 [==============================] - 0s 18ms/step >37, 496/693, d1=0.581, d2=0.539 g=1.310 2/2 [==============================] - 0s 17ms/step >37, 497/693, d1=0.513, d2=0.462 g=1.503 2/2 [==============================] - 0s 19ms/step >37, 498/693, d1=0.670, d2=0.557 g=1.380 2/2 [==============================] - 0s 20ms/step >37, 499/693, d1=0.504, d2=0.602 g=1.386 2/2 [==============================] - 0s 20ms/step >37, 500/693, d1=0.545, d2=0.538 g=1.288 2/2 [==============================] - 0s 17ms/step >37, 501/693, d1=0.554, d2=0.536 g=1.273 2/2 [==============================] - 0s 16ms/step >37, 502/693, d1=0.610, d2=0.500 g=1.338 2/2 [==============================] - 0s 17ms/step >37, 503/693, d1=0.507, d2=0.525 g=1.230 2/2 [==============================] - 0s 16ms/step >37, 504/693, d1=0.599, d2=0.542 g=1.357 2/2 [==============================] - 0s 16ms/step >37, 505/693, d1=0.637, d2=0.452 g=1.137 2/2 [==============================] - 0s 16ms/step >37, 506/693, d1=0.555, d2=0.548 g=1.213 2/2 [==============================] - 0s 19ms/step >37, 507/693, d1=0.418, d2=0.537 g=1.402 2/2 [==============================] - 0s 20ms/step >37, 508/693, d1=0.483, d2=0.546 g=1.399 2/2 [==============================] - 0s 19ms/step >37, 509/693, d1=0.495, d2=0.482 g=1.447 2/2 [==============================] - 0s 17ms/step >37, 510/693, d1=0.623, d2=0.548 g=1.432 2/2 [==============================] - 0s 18ms/step >37, 511/693, d1=0.561, d2=0.514 g=1.459 2/2 [==============================] - 0s 17ms/step >37, 512/693, d1=0.458, d2=0.514 g=1.337 2/2 [==============================] - 0s 17ms/step >37, 513/693, d1=0.551, d2=0.610 g=1.392 2/2 [==============================] - 0s 16ms/step >37, 514/693, d1=0.575, d2=0.580 g=1.404 2/2 [==============================] - 0s 16ms/step >37, 515/693, d1=0.561, d2=0.592 g=1.408 2/2 [==============================] - 0s 17ms/step >37, 516/693, d1=0.606, d2=0.524 g=1.385 2/2 [==============================] - 0s 16ms/step >37, 517/693, d1=0.536, d2=0.490 g=1.385 2/2 [==============================] - 0s 17ms/step >37, 518/693, d1=0.553, d2=0.520 g=1.344 2/2 [==============================] - 0s 17ms/step >37, 519/693, d1=0.563, d2=0.484 g=1.302 2/2 [==============================] - 0s 20ms/step >37, 520/693, d1=0.497, d2=0.560 g=1.315 2/2 [==============================] - 0s 18ms/step >37, 521/693, d1=0.478, d2=0.533 g=1.334 2/2 [==============================] - 0s 18ms/step >37, 522/693, d1=0.513, d2=0.442 g=1.482 2/2 [==============================] - 0s 17ms/step >37, 523/693, d1=0.577, d2=0.547 g=1.355 2/2 [==============================] - 0s 18ms/step >37, 524/693, d1=0.599, d2=0.458 g=1.206 2/2 [==============================] - 0s 17ms/step >37, 525/693, d1=0.570, d2=0.581 g=1.336 2/2 [==============================] - 0s 19ms/step >37, 526/693, d1=0.507, d2=0.606 g=1.253 2/2 [==============================] - 0s 19ms/step >37, 527/693, d1=0.456, d2=0.485 g=1.257 2/2 [==============================] - 0s 18ms/step >37, 528/693, d1=0.543, d2=0.544 g=1.182 2/2 [==============================] - 0s 19ms/step >37, 529/693, d1=0.456, d2=0.556 g=1.606 2/2 [==============================] - 0s 18ms/step >37, 530/693, d1=0.555, d2=0.527 g=1.427 2/2 [==============================] - 0s 18ms/step >37, 531/693, d1=0.720, d2=0.520 g=1.353 2/2 [==============================] - 0s 17ms/step >37, 532/693, d1=0.508, d2=0.555 g=1.482 2/2 [==============================] - 0s 18ms/step >37, 533/693, d1=0.600, d2=0.465 g=1.383 2/2 [==============================] - 0s 17ms/step >37, 534/693, d1=0.477, d2=0.396 g=1.427 2/2 [==============================] - 0s 17ms/step >37, 535/693, d1=0.655, d2=0.552 g=1.261 2/2 [==============================] - 0s 17ms/step >37, 536/693, d1=0.507, d2=0.557 g=1.511 2/2 [==============================] - 0s 17ms/step >37, 537/693, d1=0.530, d2=0.386 g=1.574 2/2 [==============================] - 0s 17ms/step >37, 538/693, d1=0.483, d2=0.457 g=1.453 2/2 [==============================] - 0s 17ms/step >37, 539/693, d1=0.474, d2=0.631 g=1.354 2/2 [==============================] - 0s 17ms/step >37, 540/693, d1=0.527, d2=0.515 g=1.736 2/2 [==============================] - 0s 19ms/step >37, 541/693, d1=0.476, d2=0.403 g=1.722 2/2 [==============================] - 0s 16ms/step >37, 542/693, d1=0.688, d2=0.378 g=1.659 2/2 [==============================] - 0s 17ms/step >37, 543/693, d1=0.506, d2=0.396 g=1.546 2/2 [==============================] - 0s 15ms/step >37, 544/693, d1=0.490, d2=0.479 g=1.374 2/2 [==============================] - 0s 17ms/step >37, 545/693, d1=0.478, d2=0.570 g=1.412 2/2 [==============================] - 0s 16ms/step >37, 546/693, d1=0.577, d2=0.421 g=1.468 2/2 [==============================] - 0s 17ms/step >37, 547/693, d1=0.625, d2=0.591 g=1.481 2/2 [==============================] - 0s 16ms/step >37, 548/693, d1=0.436, d2=0.514 g=1.431 2/2 [==============================] - 0s 20ms/step >37, 549/693, d1=0.497, d2=0.528 g=1.354 2/2 [==============================] - 0s 16ms/step >37, 550/693, d1=0.528, d2=0.603 g=1.508 2/2 [==============================] - 0s 16ms/step >37, 551/693, d1=0.552, d2=0.530 g=1.495 2/2 [==============================] - 0s 18ms/step >37, 552/693, d1=0.688, d2=0.534 g=1.207 2/2 [==============================] - 0s 19ms/step >37, 553/693, d1=0.447, d2=0.536 g=1.285 2/2 [==============================] - 0s 17ms/step >37, 554/693, d1=0.591, d2=0.512 g=1.398 2/2 [==============================] - 0s 17ms/step >37, 555/693, d1=0.509, d2=0.553 g=1.398 2/2 [==============================] - 0s 17ms/step >37, 556/693, d1=0.577, d2=0.638 g=1.262 2/2 [==============================] - 0s 17ms/step >37, 557/693, d1=0.522, d2=0.510 g=1.474 2/2 [==============================] - 0s 18ms/step >37, 558/693, d1=0.577, d2=0.541 g=1.381 2/2 [==============================] - 0s 16ms/step >37, 559/693, d1=0.554, d2=0.583 g=1.280 2/2 [==============================] - 0s 16ms/step >37, 560/693, d1=0.538, d2=0.507 g=1.260 2/2 [==============================] - 0s 19ms/step >37, 561/693, d1=0.567, d2=0.586 g=1.346 2/2 [==============================] - 0s 17ms/step >37, 562/693, d1=0.587, d2=0.439 g=1.338 2/2 [==============================] - 0s 18ms/step >37, 563/693, d1=0.574, d2=0.571 g=1.226 2/2 [==============================] - 0s 16ms/step >37, 564/693, d1=0.446, d2=0.627 g=1.303 2/2 [==============================] - 0s 16ms/step >37, 565/693, d1=0.636, d2=0.470 g=1.330 2/2 [==============================] - 0s 16ms/step >37, 566/693, d1=0.566, d2=0.570 g=1.370 2/2 [==============================] - 0s 17ms/step >37, 567/693, d1=0.571, d2=0.617 g=1.251 2/2 [==============================] - 0s 17ms/step >37, 568/693, d1=0.532, d2=0.503 g=1.408 2/2 [==============================] - 0s 18ms/step >37, 569/693, d1=0.544, d2=0.529 g=1.378 2/2 [==============================] - 0s 17ms/step >37, 570/693, d1=0.505, d2=0.467 g=1.248 2/2 [==============================] - 0s 20ms/step >37, 571/693, d1=0.605, d2=0.517 g=1.311 2/2 [==============================] - 0s 18ms/step >37, 572/693, d1=0.607, d2=0.510 g=1.308 2/2 [==============================] - 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0s 17ms/step >38, 1/693, d1=0.608, d2=0.412 g=1.318 2/2 [==============================] - 0s 19ms/step >38, 2/693, d1=0.594, d2=0.515 g=1.361 2/2 [==============================] - 0s 17ms/step >38, 3/693, d1=0.508, d2=0.428 g=1.234 2/2 [==============================] - 0s 17ms/step >38, 4/693, d1=0.448, d2=0.558 g=1.334 2/2 [==============================] - 0s 16ms/step >38, 5/693, d1=0.500, d2=0.550 g=1.365 2/2 [==============================] - 0s 17ms/step >38, 6/693, d1=0.555, d2=0.479 g=1.459 2/2 [==============================] - 0s 16ms/step >38, 7/693, d1=0.532, d2=0.533 g=1.547 2/2 [==============================] - 0s 17ms/step >38, 8/693, d1=0.599, d2=0.472 g=1.411 2/2 [==============================] - 0s 17ms/step >38, 9/693, d1=0.499, d2=0.563 g=1.322 2/2 [==============================] - 0s 17ms/step >38, 10/693, d1=0.657, d2=0.565 g=1.360 2/2 [==============================] - 0s 17ms/step >38, 11/693, d1=0.659, d2=0.568 g=1.218 2/2 [==============================] - 0s 18ms/step >38, 12/693, d1=0.575, d2=0.515 g=1.359 2/2 [==============================] - 0s 20ms/step >38, 13/693, d1=0.537, d2=0.496 g=1.341 2/2 [==============================] - 0s 17ms/step >38, 14/693, d1=0.558, d2=0.486 g=1.398 2/2 [==============================] - 0s 17ms/step >38, 15/693, d1=0.500, d2=0.566 g=1.406 2/2 [==============================] - 0s 16ms/step >38, 16/693, d1=0.492, d2=0.515 g=1.365 2/2 [==============================] - 0s 17ms/step >38, 17/693, d1=0.543, d2=0.521 g=1.408 2/2 [==============================] - 0s 16ms/step >38, 18/693, d1=0.617, d2=0.491 g=1.593 2/2 [==============================] - 0s 17ms/step >38, 19/693, d1=0.559, d2=0.521 g=1.384 2/2 [==============================] - 0s 17ms/step >38, 20/693, d1=0.423, d2=0.464 g=1.414 2/2 [==============================] - 0s 16ms/step >38, 21/693, d1=0.543, d2=0.398 g=1.523 2/2 [==============================] - 0s 16ms/step >38, 22/693, d1=0.718, d2=0.445 g=1.298 2/2 [==============================] - 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0s 18ms/step >39, 67/693, d1=0.534, d2=0.464 g=1.333 2/2 [==============================] - 0s 18ms/step >39, 68/693, d1=0.504, d2=0.551 g=1.365 2/2 [==============================] - 0s 17ms/step >39, 69/693, d1=0.616, d2=0.446 g=1.258 2/2 [==============================] - 0s 17ms/step >39, 70/693, d1=0.529, d2=0.496 g=1.192 2/2 [==============================] - 0s 16ms/step >39, 71/693, d1=0.524, d2=0.632 g=1.302 2/2 [==============================] - 0s 16ms/step >39, 72/693, d1=0.516, d2=0.461 g=1.344 2/2 [==============================] - 0s 17ms/step >39, 73/693, d1=0.479, d2=0.523 g=1.502 2/2 [==============================] - 0s 18ms/step >39, 74/693, d1=0.434, d2=0.429 g=1.372 2/2 [==============================] - 0s 16ms/step >39, 75/693, d1=0.437, d2=0.535 g=1.621 2/2 [==============================] - 0s 16ms/step >39, 76/693, d1=0.674, d2=0.437 g=1.528 2/2 [==============================] - 0s 16ms/step >39, 77/693, d1=0.602, d2=0.604 g=1.388 2/2 [==============================] - 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0s 17ms/step >39, 221/693, d1=0.512, d2=0.475 g=1.378 2/2 [==============================] - 0s 16ms/step >39, 222/693, d1=0.613, d2=0.719 g=1.270 2/2 [==============================] - 0s 17ms/step >39, 223/693, d1=0.499, d2=0.468 g=1.425 2/2 [==============================] - 0s 16ms/step >39, 224/693, d1=0.440, d2=0.550 g=1.385 2/2 [==============================] - 0s 21ms/step >39, 225/693, d1=0.548, d2=0.444 g=1.418 2/2 [==============================] - 0s 18ms/step >39, 226/693, d1=0.591, d2=0.505 g=1.480 2/2 [==============================] - 0s 19ms/step >39, 227/693, d1=0.627, d2=0.471 g=1.372 2/2 [==============================] - 0s 16ms/step >39, 228/693, d1=0.457, d2=0.499 g=1.326 2/2 [==============================] - 0s 16ms/step >39, 229/693, d1=0.596, d2=0.639 g=1.369 2/2 [==============================] - 0s 17ms/step >39, 230/693, d1=0.527, d2=0.539 g=1.576 2/2 [==============================] - 0s 16ms/step >39, 231/693, d1=0.605, d2=0.590 g=1.393 2/2 [==============================] - 0s 17ms/step >39, 232/693, d1=0.522, d2=0.483 g=1.371 2/2 [==============================] - 0s 17ms/step >39, 233/693, d1=0.743, d2=0.575 g=1.395 2/2 [==============================] - 0s 17ms/step >39, 234/693, d1=0.565, d2=0.573 g=1.254 2/2 [==============================] - 0s 16ms/step >39, 235/693, d1=0.575, d2=0.627 g=1.291 2/2 [==============================] - 0s 16ms/step >39, 236/693, d1=0.543, d2=0.486 g=1.362 2/2 [==============================] - 0s 16ms/step >39, 237/693, d1=0.488, d2=0.617 g=1.444 2/2 [==============================] - 0s 17ms/step >39, 238/693, d1=0.525, d2=0.430 g=1.495 2/2 [==============================] - 0s 17ms/step >39, 239/693, d1=0.586, d2=0.454 g=1.310 2/2 [==============================] - 0s 16ms/step >39, 240/693, d1=0.462, d2=0.485 g=1.236 2/2 [==============================] - 0s 17ms/step >39, 241/693, d1=0.516, d2=0.492 g=1.354 2/2 [==============================] - 0s 18ms/step >39, 242/693, d1=0.466, d2=0.467 g=1.340 2/2 [==============================] - 0s 18ms/step >39, 243/693, d1=0.438, d2=0.473 g=1.329 2/2 [==============================] - 0s 18ms/step >39, 244/693, d1=0.460, d2=0.565 g=1.389 2/2 [==============================] - 0s 16ms/step >39, 245/693, d1=0.655, d2=0.453 g=1.343 2/2 [==============================] - 0s 17ms/step >39, 246/693, d1=0.563, d2=0.586 g=1.332 2/2 [==============================] - 0s 18ms/step >39, 247/693, d1=0.554, d2=0.541 g=1.413 2/2 [==============================] - 0s 17ms/step >39, 248/693, d1=0.481, d2=0.603 g=1.413 2/2 [==============================] - 0s 17ms/step >39, 249/693, d1=0.654, d2=0.484 g=1.508 2/2 [==============================] - 0s 18ms/step >39, 250/693, d1=0.639, d2=0.552 g=1.486 2/2 [==============================] - 0s 17ms/step >39, 251/693, d1=0.550, d2=0.545 g=1.260 2/2 [==============================] - 0s 17ms/step >39, 252/693, d1=0.603, d2=0.752 g=1.469 2/2 [==============================] - 0s 17ms/step >39, 253/693, d1=0.639, d2=0.523 g=1.443 2/2 [==============================] - 0s 17ms/step >39, 254/693, d1=0.483, d2=0.438 g=1.425 2/2 [==============================] - 0s 17ms/step >39, 255/693, d1=0.555, d2=0.518 g=1.479 2/2 [==============================] - 0s 17ms/step >39, 256/693, d1=0.475, d2=0.500 g=1.321 2/2 [==============================] - 0s 18ms/step >39, 257/693, d1=0.577, d2=0.613 g=1.244 2/2 [==============================] - 0s 19ms/step >39, 258/693, d1=0.465, d2=0.485 g=1.340 2/2 [==============================] - 0s 16ms/step >39, 259/693, d1=0.621, d2=0.578 g=1.545 2/2 [==============================] - 0s 27ms/step >39, 260/693, d1=0.529, d2=0.519 g=1.400 2/2 [==============================] - 0s 17ms/step >39, 261/693, d1=0.540, d2=0.557 g=1.427 2/2 [==============================] - 0s 17ms/step >39, 262/693, d1=0.598, d2=0.388 g=1.391 2/2 [==============================] - 0s 16ms/step >39, 263/693, d1=0.520, d2=0.574 g=1.339 2/2 [==============================] - 0s 17ms/step >39, 264/693, d1=0.449, d2=0.382 g=1.414 2/2 [==============================] - 0s 17ms/step >39, 265/693, d1=0.546, d2=0.524 g=1.461 2/2 [==============================] - 0s 17ms/step >39, 266/693, d1=0.609, d2=0.409 g=1.356 2/2 [==============================] - 0s 20ms/step >39, 267/693, d1=0.483, d2=0.473 g=1.284 2/2 [==============================] - 0s 17ms/step >39, 268/693, d1=0.477, d2=0.529 g=1.317 2/2 [==============================] - 0s 17ms/step >39, 269/693, d1=0.548, d2=0.566 g=1.477 2/2 [==============================] - 0s 18ms/step >39, 270/693, d1=0.522, d2=0.487 g=1.342 2/2 [==============================] - 0s 16ms/step >39, 271/693, d1=0.518, d2=0.545 g=1.589 2/2 [==============================] - 0s 17ms/step >39, 272/693, d1=0.549, d2=0.544 g=1.336 2/2 [==============================] - 0s 16ms/step >39, 273/693, d1=0.574, d2=0.493 g=1.202 2/2 [==============================] - 0s 17ms/step >39, 274/693, d1=0.491, d2=0.497 g=1.194 2/2 [==============================] - 0s 16ms/step >39, 275/693, d1=0.540, d2=0.532 g=1.383 2/2 [==============================] - 0s 18ms/step >39, 276/693, d1=0.424, d2=0.492 g=1.437 2/2 [==============================] - 0s 16ms/step >39, 277/693, d1=0.572, d2=0.471 g=1.304 2/2 [==============================] - 0s 18ms/step >39, 278/693, d1=0.448, d2=0.554 g=1.308 2/2 [==============================] - 0s 17ms/step >39, 279/693, d1=0.412, d2=0.505 g=1.514 2/2 [==============================] - 0s 17ms/step >39, 280/693, d1=0.574, d2=0.415 g=1.437 2/2 [==============================] - 0s 17ms/step >39, 281/693, d1=0.506, d2=0.549 g=1.436 2/2 [==============================] - 0s 17ms/step >39, 282/693, d1=0.579, d2=0.479 g=1.345 2/2 [==============================] - 0s 17ms/step >39, 283/693, d1=0.512, d2=0.518 g=1.282 2/2 [==============================] - 0s 17ms/step >39, 284/693, d1=0.615, d2=0.645 g=1.454 2/2 [==============================] - 0s 18ms/step >39, 285/693, d1=0.511, d2=0.477 g=1.359 2/2 [==============================] - 0s 16ms/step >39, 286/693, d1=0.539, d2=0.553 g=1.388 2/2 [==============================] - 0s 17ms/step >39, 287/693, d1=0.509, d2=0.560 g=1.320 2/2 [==============================] - 0s 16ms/step >39, 288/693, d1=0.451, d2=0.457 g=1.473 2/2 [==============================] - 0s 17ms/step >39, 289/693, d1=0.494, d2=0.479 g=1.424 2/2 [==============================] - 0s 18ms/step >39, 290/693, d1=0.523, d2=0.440 g=1.411 2/2 [==============================] - 0s 16ms/step >39, 291/693, d1=0.655, d2=0.583 g=1.282 2/2 [==============================] - 0s 16ms/step >39, 292/693, d1=0.511, d2=0.444 g=1.150 2/2 [==============================] - 0s 16ms/step >39, 293/693, d1=0.516, d2=0.568 g=1.256 2/2 [==============================] - 0s 18ms/step >39, 294/693, d1=0.531, d2=0.609 g=1.395 2/2 [==============================] - 0s 17ms/step >39, 295/693, d1=0.462, d2=0.526 g=1.303 2/2 [==============================] - 0s 18ms/step >39, 296/693, d1=0.542, d2=0.412 g=1.542 2/2 [==============================] - 0s 16ms/step >39, 297/693, d1=0.572, d2=0.438 g=1.328 2/2 [==============================] - 0s 17ms/step >39, 298/693, d1=0.568, d2=0.538 g=1.358 2/2 [==============================] - 0s 16ms/step >39, 299/693, d1=0.494, d2=0.466 g=1.466 2/2 [==============================] - 0s 18ms/step >39, 300/693, d1=0.476, d2=0.523 g=1.336 2/2 [==============================] - 0s 17ms/step >39, 301/693, d1=0.475, d2=0.490 g=1.466 2/2 [==============================] - 0s 16ms/step >39, 302/693, d1=0.518, d2=0.508 g=1.393 2/2 [==============================] - 0s 17ms/step >39, 303/693, d1=0.579, d2=0.588 g=1.445 2/2 [==============================] - 0s 17ms/step >39, 304/693, d1=0.431, d2=0.416 g=1.586 2/2 [==============================] - 0s 16ms/step >39, 305/693, d1=0.454, d2=0.529 g=1.456 2/2 [==============================] - 0s 17ms/step >39, 306/693, d1=0.500, d2=0.541 g=1.565 2/2 [==============================] - 0s 18ms/step >39, 307/693, d1=0.699, d2=0.468 g=1.480 2/2 [==============================] - 0s 17ms/step >39, 308/693, d1=0.629, d2=0.397 g=1.362 2/2 [==============================] - 0s 18ms/step >39, 309/693, d1=0.556, d2=0.552 g=1.391 2/2 [==============================] - 0s 16ms/step >39, 310/693, d1=0.539, d2=0.552 g=1.290 2/2 [==============================] - 0s 19ms/step >39, 311/693, d1=0.385, d2=0.555 g=1.345 2/2 [==============================] - 0s 17ms/step >39, 312/693, d1=0.613, d2=0.450 g=1.368 2/2 [==============================] - 0s 17ms/step >39, 313/693, d1=0.497, d2=0.429 g=1.287 2/2 [==============================] - 0s 18ms/step >39, 314/693, d1=0.460, d2=0.467 g=1.275 2/2 [==============================] - 0s 17ms/step >39, 315/693, d1=0.472, d2=0.530 g=1.428 2/2 [==============================] - 0s 17ms/step >39, 316/693, d1=0.584, d2=0.528 g=1.547 2/2 [==============================] - 0s 16ms/step >39, 317/693, d1=0.653, d2=0.474 g=1.419 2/2 [==============================] - 0s 17ms/step >39, 318/693, d1=0.609, d2=0.425 g=1.378 2/2 [==============================] - 0s 19ms/step >39, 319/693, d1=0.496, d2=0.523 g=1.323 2/2 [==============================] - 0s 17ms/step >39, 320/693, d1=0.564, d2=0.626 g=1.271 2/2 [==============================] - 0s 18ms/step >39, 321/693, d1=0.475, d2=0.511 g=1.384 2/2 [==============================] - 0s 17ms/step >39, 322/693, d1=0.505, d2=0.574 g=1.370 2/2 [==============================] - 0s 16ms/step >39, 323/693, d1=0.515, d2=0.433 g=1.452 2/2 [==============================] - 0s 17ms/step >39, 324/693, d1=0.425, d2=0.755 g=1.663 2/2 [==============================] - 0s 18ms/step >39, 325/693, d1=0.533, d2=0.433 g=1.478 2/2 [==============================] - 0s 16ms/step >39, 326/693, d1=0.634, d2=0.464 g=1.400 2/2 [==============================] - 0s 16ms/step >39, 327/693, d1=0.535, d2=0.469 g=1.376 2/2 [==============================] - 0s 20ms/step >39, 328/693, d1=0.509, d2=0.553 g=1.385 2/2 [==============================] - 0s 17ms/step >39, 329/693, d1=0.554, d2=0.477 g=1.488 2/2 [==============================] - 0s 16ms/step >39, 330/693, d1=0.484, d2=0.501 g=1.389 2/2 [==============================] - 0s 18ms/step >39, 331/693, d1=0.559, d2=0.507 g=1.285 2/2 [==============================] - 0s 17ms/step >39, 332/693, d1=0.570, d2=0.576 g=1.322 2/2 [==============================] - 0s 17ms/step >39, 333/693, d1=0.553, d2=0.441 g=1.356 2/2 [==============================] - 0s 17ms/step >39, 334/693, d1=0.567, d2=0.435 g=1.392 2/2 [==============================] - 0s 17ms/step >39, 335/693, d1=0.546, d2=0.498 g=1.620 2/2 [==============================] - 0s 16ms/step >39, 336/693, d1=0.496, d2=0.484 g=1.584 2/2 [==============================] - 0s 17ms/step >39, 337/693, d1=0.547, d2=0.486 g=1.403 2/2 [==============================] - 0s 18ms/step >39, 338/693, d1=0.554, d2=0.511 g=1.352 2/2 [==============================] - 0s 18ms/step >39, 339/693, d1=0.493, d2=0.597 g=1.383 2/2 [==============================] - 0s 18ms/step >39, 340/693, d1=0.590, d2=0.629 g=1.437 2/2 [==============================] - 0s 16ms/step >39, 341/693, d1=0.574, d2=0.455 g=1.387 2/2 [==============================] - 0s 18ms/step >39, 342/693, d1=0.455, d2=0.445 g=1.397 2/2 [==============================] - 0s 17ms/step >39, 343/693, d1=0.508, d2=0.530 g=1.283 2/2 [==============================] - 0s 16ms/step >39, 344/693, d1=0.659, d2=0.514 g=1.321 2/2 [==============================] - 0s 17ms/step >39, 345/693, d1=0.511, d2=0.575 g=1.306 2/2 [==============================] - 0s 16ms/step >39, 346/693, d1=0.483, d2=0.567 g=1.390 2/2 [==============================] - 0s 17ms/step >39, 347/693, d1=0.506, d2=0.486 g=1.493 2/2 [==============================] - 0s 17ms/step >39, 348/693, d1=0.451, d2=0.441 g=1.355 2/2 [==============================] - 0s 16ms/step >39, 349/693, d1=0.472, d2=0.541 g=1.413 2/2 [==============================] - 0s 17ms/step >39, 350/693, d1=0.649, d2=0.454 g=1.418 2/2 [==============================] - 0s 16ms/step >39, 351/693, d1=0.543, d2=0.412 g=1.462 2/2 [==============================] - 0s 17ms/step >39, 352/693, d1=0.466, d2=0.556 g=1.443 2/2 [==============================] - 0s 17ms/step >39, 353/693, d1=0.512, d2=0.588 g=1.518 2/2 [==============================] - 0s 19ms/step >39, 354/693, d1=0.609, d2=0.453 g=1.466 2/2 [==============================] - 0s 17ms/step >39, 355/693, d1=0.617, d2=0.467 g=1.461 2/2 [==============================] - 0s 22ms/step >39, 356/693, d1=0.489, d2=0.458 g=1.555 2/2 [==============================] - 0s 17ms/step >39, 357/693, d1=0.689, d2=0.524 g=1.431 2/2 [==============================] - 0s 17ms/step >39, 358/693, d1=0.645, d2=0.588 g=1.353 2/2 [==============================] - 0s 16ms/step >39, 359/693, d1=0.547, d2=0.483 g=1.355 2/2 [==============================] - 0s 19ms/step >39, 360/693, d1=0.528, d2=0.449 g=1.223 2/2 [==============================] - 0s 16ms/step >39, 361/693, d1=0.503, d2=0.586 g=1.388 2/2 [==============================] - 0s 18ms/step >39, 362/693, d1=0.505, d2=0.482 g=1.426 2/2 [==============================] - 0s 17ms/step >39, 363/693, d1=0.536, d2=0.456 g=1.450 2/2 [==============================] - 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0s 17ms/step >39, 375/693, d1=0.419, d2=0.587 g=1.359 2/2 [==============================] - 0s 19ms/step >39, 376/693, d1=0.519, d2=0.514 g=1.280 2/2 [==============================] - 0s 18ms/step >39, 377/693, d1=0.651, d2=0.459 g=1.409 2/2 [==============================] - 0s 16ms/step >39, 378/693, d1=0.450, d2=0.491 g=1.393 2/2 [==============================] - 0s 17ms/step >39, 379/693, d1=0.587, d2=0.550 g=1.414 2/2 [==============================] - 0s 17ms/step >39, 380/693, d1=0.542, d2=0.380 g=1.302 2/2 [==============================] - 0s 16ms/step >39, 381/693, d1=0.575, d2=0.634 g=1.545 2/2 [==============================] - 0s 16ms/step >39, 382/693, d1=0.578, d2=0.430 g=1.593 2/2 [==============================] - 0s 17ms/step >39, 383/693, d1=0.604, d2=0.452 g=1.501 2/2 [==============================] - 0s 18ms/step >39, 384/693, d1=0.473, d2=0.456 g=1.401 2/2 [==============================] - 0s 18ms/step >39, 385/693, d1=0.569, d2=0.591 g=1.269 2/2 [==============================] - 0s 17ms/step >39, 386/693, d1=0.514, d2=0.464 g=1.342 2/2 [==============================] - 0s 18ms/step >39, 387/693, d1=0.485, d2=0.598 g=1.362 2/2 [==============================] - 0s 17ms/step >39, 388/693, d1=0.473, d2=0.496 g=1.374 2/2 [==============================] - 0s 16ms/step >39, 389/693, d1=0.730, d2=0.410 g=1.153 2/2 [==============================] - 0s 16ms/step >39, 390/693, d1=0.411, d2=0.581 g=1.335 2/2 [==============================] - 0s 23ms/step >39, 391/693, d1=0.552, d2=0.613 g=1.339 2/2 [==============================] - 0s 16ms/step >39, 392/693, d1=0.697, d2=0.478 g=1.372 2/2 [==============================] - 0s 16ms/step >39, 393/693, d1=0.434, d2=0.541 g=1.294 2/2 [==============================] - 0s 16ms/step >39, 394/693, d1=0.503, d2=0.514 g=1.272 2/2 [==============================] - 0s 17ms/step >39, 395/693, d1=0.514, d2=0.415 g=1.306 2/2 [==============================] - 0s 16ms/step >39, 396/693, d1=0.596, d2=0.610 g=1.344 2/2 [==============================] - 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0s 17ms/step >39, 408/693, d1=0.565, d2=0.569 g=1.351 2/2 [==============================] - 0s 17ms/step >39, 409/693, d1=0.481, d2=0.556 g=1.389 2/2 [==============================] - 0s 20ms/step >39, 410/693, d1=0.443, d2=0.686 g=1.399 2/2 [==============================] - 0s 17ms/step >39, 411/693, d1=0.636, d2=0.479 g=1.527 2/2 [==============================] - 0s 17ms/step >39, 412/693, d1=0.634, d2=0.473 g=1.254 2/2 [==============================] - 0s 18ms/step >39, 413/693, d1=0.596, d2=0.615 g=1.244 2/2 [==============================] - 0s 17ms/step >39, 414/693, d1=0.511, d2=0.591 g=1.343 2/2 [==============================] - 0s 18ms/step >39, 415/693, d1=0.516, d2=0.443 g=1.372 2/2 [==============================] - 0s 18ms/step >39, 416/693, d1=0.492, d2=0.428 g=1.361 2/2 [==============================] - 0s 18ms/step >39, 417/693, d1=0.469, d2=0.543 g=1.437 2/2 [==============================] - 0s 16ms/step >39, 418/693, d1=0.524, d2=0.424 g=1.527 2/2 [==============================] - 0s 19ms/step >39, 419/693, d1=0.585, d2=0.378 g=1.512 2/2 [==============================] - 0s 16ms/step >39, 420/693, d1=0.642, d2=0.481 g=1.403 2/2 [==============================] - 0s 16ms/step >39, 421/693, d1=0.511, d2=0.573 g=1.302 2/2 [==============================] - 0s 17ms/step >39, 422/693, d1=0.473, d2=0.578 g=1.216 2/2 [==============================] - 0s 18ms/step >39, 423/693, d1=0.570, d2=0.610 g=1.474 2/2 [==============================] - 0s 19ms/step >39, 424/693, d1=0.577, d2=0.504 g=1.479 2/2 [==============================] - 0s 17ms/step >39, 425/693, d1=0.474, d2=0.392 g=1.361 2/2 [==============================] - 0s 18ms/step >39, 426/693, d1=0.554, d2=0.564 g=1.414 2/2 [==============================] - 0s 18ms/step >39, 427/693, d1=0.441, d2=0.610 g=1.346 2/2 [==============================] - 0s 18ms/step >39, 428/693, d1=0.501, d2=0.401 g=1.412 2/2 [==============================] - 0s 17ms/step >39, 429/693, d1=0.673, d2=0.438 g=1.322 2/2 [==============================] - 0s 19ms/step >39, 430/693, d1=0.474, d2=0.638 g=1.360 2/2 [==============================] - 0s 18ms/step >39, 431/693, d1=0.612, d2=0.541 g=1.395 2/2 [==============================] - 0s 18ms/step >39, 432/693, d1=0.497, d2=0.564 g=1.423 2/2 [==============================] - 0s 19ms/step >39, 433/693, d1=0.566, d2=0.513 g=1.354 2/2 [==============================] - 0s 17ms/step >39, 434/693, d1=0.472, d2=0.447 g=1.491 2/2 [==============================] - 0s 16ms/step >39, 435/693, d1=0.551, d2=0.600 g=1.372 2/2 [==============================] - 0s 20ms/step >39, 436/693, d1=0.531, d2=0.509 g=1.363 2/2 [==============================] - 0s 19ms/step >39, 437/693, d1=0.569, d2=0.390 g=1.441 2/2 [==============================] - 0s 18ms/step >39, 438/693, d1=0.509, d2=0.634 g=1.372 2/2 [==============================] - 0s 16ms/step >39, 439/693, d1=0.486, d2=0.443 g=1.413 2/2 [==============================] - 0s 15ms/step >39, 440/693, d1=0.515, d2=0.545 g=1.344 2/2 [==============================] - 0s 16ms/step >39, 441/693, d1=0.478, d2=0.425 g=1.455 2/2 [==============================] - 0s 16ms/step >39, 442/693, d1=0.524, d2=0.520 g=1.437 2/2 [==============================] - 0s 16ms/step >39, 443/693, d1=0.578, d2=0.519 g=1.353 2/2 [==============================] - 0s 17ms/step >39, 444/693, d1=0.488, d2=0.508 g=1.348 2/2 [==============================] - 0s 18ms/step >39, 445/693, d1=0.603, d2=0.530 g=1.591 2/2 [==============================] - 0s 18ms/step >39, 446/693, d1=0.565, d2=0.416 g=1.320 2/2 [==============================] - 0s 15ms/step >39, 447/693, d1=0.525, d2=0.460 g=1.428 2/2 [==============================] - 0s 18ms/step >39, 448/693, d1=0.515, d2=0.559 g=1.289 2/2 [==============================] - 0s 19ms/step >39, 449/693, d1=0.404, d2=0.611 g=1.350 2/2 [==============================] - 0s 17ms/step >39, 450/693, d1=0.440, d2=0.470 g=1.360 2/2 [==============================] - 0s 20ms/step >39, 451/693, d1=0.478, d2=0.530 g=1.387 2/2 [==============================] - 0s 15ms/step >39, 452/693, d1=0.638, d2=0.434 g=1.554 2/2 [==============================] - 0s 16ms/step >39, 453/693, d1=0.633, d2=0.593 g=1.315 2/2 [==============================] - 0s 16ms/step >39, 454/693, d1=0.508, d2=0.518 g=1.438 2/2 [==============================] - 0s 17ms/step >39, 455/693, d1=0.418, d2=0.425 g=1.462 2/2 [==============================] - 0s 17ms/step >39, 456/693, d1=0.626, d2=0.481 g=1.367 2/2 [==============================] - 0s 16ms/step >39, 457/693, d1=0.496, d2=0.509 g=1.264 2/2 [==============================] - 0s 18ms/step >39, 458/693, d1=0.554, d2=0.592 g=1.257 2/2 [==============================] - 0s 17ms/step >39, 459/693, d1=0.628, d2=0.532 g=1.353 2/2 [==============================] - 0s 17ms/step >39, 460/693, d1=0.503, d2=0.601 g=1.344 2/2 [==============================] - 0s 17ms/step >39, 461/693, d1=0.461, d2=0.494 g=1.418 2/2 [==============================] - 0s 18ms/step >39, 462/693, d1=0.517, d2=0.517 g=1.375 2/2 [==============================] - 0s 16ms/step >39, 463/693, d1=0.494, d2=0.446 g=1.467 2/2 [==============================] - 0s 18ms/step >39, 464/693, d1=0.479, d2=0.469 g=1.493 2/2 [==============================] - 0s 16ms/step >39, 465/693, d1=0.509, d2=0.561 g=1.594 2/2 [==============================] - 0s 17ms/step >39, 466/693, d1=0.598, d2=0.465 g=1.532 2/2 [==============================] - 0s 16ms/step >39, 467/693, d1=0.560, d2=0.448 g=1.470 2/2 [==============================] - 0s 17ms/step >39, 468/693, d1=0.560, d2=0.536 g=1.204 2/2 [==============================] - 0s 17ms/step >39, 469/693, d1=0.450, d2=0.466 g=1.363 2/2 [==============================] - 0s 18ms/step >39, 470/693, d1=0.435, d2=0.540 g=1.447 2/2 [==============================] - 0s 16ms/step >39, 471/693, d1=0.733, d2=0.699 g=1.260 2/2 [==============================] - 0s 17ms/step >39, 472/693, d1=0.625, d2=0.551 g=1.374 2/2 [==============================] - 0s 16ms/step >39, 473/693, d1=0.560, d2=0.480 g=1.451 2/2 [==============================] - 0s 19ms/step >39, 474/693, d1=0.620, d2=0.548 g=1.311 2/2 [==============================] - 0s 16ms/step >39, 475/693, d1=0.547, d2=0.557 g=1.467 2/2 [==============================] - 0s 16ms/step >39, 476/693, d1=0.548, d2=0.573 g=1.295 2/2 [==============================] - 0s 17ms/step >39, 477/693, d1=0.652, d2=0.568 g=1.237 2/2 [==============================] - 0s 18ms/step >39, 478/693, d1=0.625, d2=0.476 g=1.421 2/2 [==============================] - 0s 17ms/step >39, 479/693, d1=0.439, d2=0.475 g=1.414 2/2 [==============================] - 0s 17ms/step >39, 480/693, d1=0.556, d2=0.473 g=1.551 2/2 [==============================] - 0s 20ms/step >39, 481/693, d1=0.414, d2=0.459 g=1.492 2/2 [==============================] - 0s 17ms/step >39, 482/693, d1=0.573, d2=0.526 g=1.343 2/2 [==============================] - 0s 17ms/step >39, 483/693, d1=0.612, d2=0.580 g=1.352 2/2 [==============================] - 0s 22ms/step >39, 484/693, d1=0.533, d2=0.490 g=1.471 2/2 [==============================] - 0s 17ms/step >39, 485/693, d1=0.621, d2=0.497 g=1.159 2/2 [==============================] - 0s 17ms/step >39, 486/693, d1=0.497, d2=0.509 g=1.136 2/2 [==============================] - 0s 16ms/step >39, 487/693, d1=0.425, d2=0.611 g=1.342 2/2 [==============================] - 0s 17ms/step >39, 488/693, d1=0.431, d2=0.417 g=1.362 2/2 [==============================] - 0s 18ms/step >39, 489/693, d1=0.539, d2=0.435 g=1.267 2/2 [==============================] - 0s 17ms/step >39, 490/693, d1=0.630, d2=0.497 g=1.139 2/2 [==============================] - 0s 17ms/step >39, 491/693, d1=0.577, d2=0.623 g=1.194 2/2 [==============================] - 0s 17ms/step >39, 492/693, d1=0.505, d2=0.616 g=1.353 2/2 [==============================] - 0s 17ms/step >39, 493/693, d1=0.617, d2=0.603 g=1.428 2/2 [==============================] - 0s 17ms/step >39, 494/693, d1=0.563, d2=0.553 g=1.380 2/2 [==============================] - 0s 17ms/step >39, 495/693, d1=0.547, d2=0.527 g=1.462 2/2 [==============================] - 0s 18ms/step >39, 496/693, d1=0.561, d2=0.429 g=1.414 2/2 [==============================] - 0s 17ms/step >39, 497/693, d1=0.509, d2=0.477 g=1.397 2/2 [==============================] - 0s 17ms/step >39, 498/693, d1=0.498, d2=0.489 g=1.419 2/2 [==============================] - 0s 17ms/step >39, 499/693, d1=0.647, d2=0.506 g=1.371 2/2 [==============================] - 0s 17ms/step >39, 500/693, d1=0.569, d2=0.630 g=1.371 2/2 [==============================] - 0s 22ms/step >39, 501/693, d1=0.613, d2=0.507 g=1.409 2/2 [==============================] - 0s 16ms/step >39, 502/693, d1=0.450, d2=0.427 g=1.555 2/2 [==============================] - 0s 16ms/step >39, 503/693, d1=0.598, d2=0.496 g=1.465 2/2 [==============================] - 0s 17ms/step >39, 504/693, d1=0.655, d2=0.516 g=1.255 2/2 [==============================] - 0s 17ms/step >39, 505/693, d1=0.477, d2=0.596 g=1.317 2/2 [==============================] - 0s 17ms/step >39, 506/693, d1=0.471, d2=0.561 g=1.333 2/2 [==============================] - 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0s 16ms/step >39, 639/693, d1=0.548, d2=0.507 g=1.494 2/2 [==============================] - 0s 16ms/step >39, 640/693, d1=0.599, d2=0.429 g=1.246 2/2 [==============================] - 0s 18ms/step >39, 641/693, d1=0.469, d2=0.675 g=1.351 2/2 [==============================] - 0s 17ms/step >39, 642/693, d1=0.466, d2=0.427 g=1.586 2/2 [==============================] - 0s 17ms/step >39, 643/693, d1=0.640, d2=0.540 g=1.356 2/2 [==============================] - 0s 19ms/step >39, 644/693, d1=0.595, d2=0.506 g=1.297 2/2 [==============================] - 0s 17ms/step >39, 645/693, d1=0.503, d2=0.618 g=1.378 2/2 [==============================] - 0s 19ms/step >39, 646/693, d1=0.465, d2=0.449 g=1.488 2/2 [==============================] - 0s 17ms/step >39, 647/693, d1=0.431, d2=0.497 g=1.439 2/2 [==============================] - 0s 19ms/step >39, 648/693, d1=0.698, d2=0.495 g=1.430 2/2 [==============================] - 0s 18ms/step >39, 649/693, d1=0.603, d2=0.606 g=1.244 2/2 [==============================] - 0s 16ms/step >39, 650/693, d1=0.431, d2=0.545 g=1.531 2/2 [==============================] - 0s 17ms/step >39, 651/693, d1=0.592, d2=0.436 g=1.433 2/2 [==============================] - 0s 26ms/step >39, 652/693, d1=0.519, d2=0.524 g=1.435 2/2 [==============================] - 0s 18ms/step >39, 653/693, d1=0.482, d2=0.424 g=1.439 2/2 [==============================] - 0s 16ms/step >39, 654/693, d1=0.634, d2=0.508 g=1.387 2/2 [==============================] - 0s 17ms/step >39, 655/693, d1=0.571, d2=0.471 g=1.217 2/2 [==============================] - 0s 18ms/step >39, 656/693, d1=0.544, d2=0.584 g=1.352 2/2 [==============================] - 0s 17ms/step >39, 657/693, d1=0.445, d2=0.484 g=1.380 2/2 [==============================] - 0s 17ms/step >39, 658/693, d1=0.492, d2=0.514 g=1.406 2/2 [==============================] - 0s 17ms/step >39, 659/693, d1=0.535, d2=0.500 g=1.464 2/2 [==============================] - 0s 17ms/step >39, 660/693, d1=0.395, d2=0.506 g=1.442 2/2 [==============================] - 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0s 16ms/step >40, 1/693, d1=0.445, d2=0.539 g=1.343 2/2 [==============================] - 0s 16ms/step >40, 2/693, d1=0.472, d2=0.436 g=1.530 2/2 [==============================] - 0s 18ms/step >40, 3/693, d1=0.575, d2=0.543 g=1.479 2/2 [==============================] - 0s 18ms/step >40, 4/693, d1=0.709, d2=0.595 g=1.354 2/2 [==============================] - 0s 17ms/step >40, 5/693, d1=0.466, d2=0.464 g=1.412 2/2 [==============================] - 0s 16ms/step >40, 6/693, d1=0.521, d2=0.508 g=1.478 2/2 [==============================] - 0s 17ms/step >40, 7/693, d1=0.606, d2=0.587 g=1.413 2/2 [==============================] - 0s 16ms/step >40, 8/693, d1=0.524, d2=0.392 g=1.527 2/2 [==============================] - 0s 16ms/step >40, 9/693, d1=0.563, d2=0.488 g=1.582 2/2 [==============================] - 0s 17ms/step >40, 10/693, d1=0.544, d2=0.412 g=1.310 2/2 [==============================] - 0s 17ms/step >40, 11/693, d1=0.490, d2=0.530 g=1.339 2/2 [==============================] - 0s 17ms/step >40, 12/693, d1=0.513, d2=0.409 g=1.571 2/2 [==============================] - 0s 17ms/step >40, 13/693, d1=0.528, d2=0.522 g=1.577 2/2 [==============================] - 0s 16ms/step >40, 14/693, d1=0.520, d2=0.519 g=1.474 2/2 [==============================] - 0s 17ms/step >40, 15/693, d1=0.460, d2=0.525 g=1.560 2/2 [==============================] - 0s 17ms/step >40, 16/693, d1=0.457, d2=0.552 g=1.637 2/2 [==============================] - 0s 17ms/step >40, 17/693, d1=0.611, d2=0.588 g=1.421 2/2 [==============================] - 0s 18ms/step >40, 18/693, d1=0.436, d2=0.472 g=1.471 2/2 [==============================] - 0s 19ms/step >40, 19/693, d1=0.506, d2=0.425 g=1.537 2/2 [==============================] - 0s 20ms/step >40, 20/693, d1=0.507, d2=0.402 g=1.401 2/2 [==============================] - 0s 17ms/step >40, 21/693, d1=0.450, d2=0.612 g=1.468 2/2 [==============================] - 0s 24ms/step >40, 22/693, d1=0.607, d2=0.526 g=1.525 2/2 [==============================] - 0s 16ms/step >40, 23/693, d1=0.575, d2=0.467 g=1.332 2/2 [==============================] - 0s 17ms/step >40, 24/693, d1=0.460, d2=0.569 g=1.439 2/2 [==============================] - 0s 16ms/step >40, 25/693, d1=0.500, d2=0.533 g=1.342 2/2 [==============================] - 0s 17ms/step >40, 26/693, d1=0.540, d2=0.507 g=1.366 2/2 [==============================] - 0s 16ms/step >40, 27/693, d1=0.617, d2=0.519 g=1.231 2/2 [==============================] - 0s 16ms/step >40, 28/693, d1=0.493, d2=0.517 g=1.383 2/2 [==============================] - 0s 15ms/step >40, 29/693, d1=0.506, d2=0.455 g=1.202 2/2 [==============================] - 0s 17ms/step >40, 30/693, d1=0.478, d2=0.523 g=1.417 2/2 [==============================] - 0s 17ms/step >40, 31/693, d1=0.459, d2=0.429 g=1.393 2/2 [==============================] - 0s 17ms/step >40, 32/693, d1=0.497, d2=0.522 g=1.472 2/2 [==============================] - 0s 16ms/step >40, 33/693, d1=0.371, d2=0.450 g=1.585 2/2 [==============================] - 0s 16ms/step >40, 34/693, d1=0.444, d2=0.537 g=1.437 2/2 [==============================] - 0s 18ms/step >40, 35/693, d1=0.601, d2=0.479 g=1.629 2/2 [==============================] - 0s 17ms/step >40, 36/693, d1=0.555, d2=0.565 g=1.548 2/2 [==============================] - 0s 19ms/step >40, 37/693, d1=0.588, d2=0.552 g=1.573 2/2 [==============================] - 0s 17ms/step >40, 38/693, d1=0.559, d2=0.426 g=1.618 2/2 [==============================] - 0s 16ms/step >40, 39/693, d1=0.605, d2=0.539 g=1.353 2/2 [==============================] - 0s 17ms/step >40, 40/693, d1=0.564, d2=0.452 g=1.413 2/2 [==============================] - 0s 17ms/step >40, 41/693, d1=0.447, d2=0.487 g=1.312 2/2 [==============================] - 0s 18ms/step >40, 42/693, d1=0.538, d2=0.535 g=1.389 2/2 [==============================] - 0s 17ms/step >40, 43/693, d1=0.475, d2=0.508 g=1.670 2/2 [==============================] - 0s 17ms/step >40, 44/693, d1=0.616, d2=0.471 g=1.424 2/2 [==============================] - 0s 17ms/step >40, 45/693, d1=0.532, d2=0.494 g=1.483 2/2 [==============================] - 0s 16ms/step >40, 46/693, d1=0.601, d2=0.448 g=1.505 2/2 [==============================] - 0s 17ms/step >40, 47/693, d1=0.370, d2=0.627 g=1.570 2/2 [==============================] - 0s 16ms/step >40, 48/693, d1=0.507, d2=0.380 g=1.547 2/2 [==============================] - 0s 19ms/step >40, 49/693, d1=0.646, d2=0.504 g=1.422 2/2 [==============================] - 0s 19ms/step >40, 50/693, d1=0.542, d2=0.444 g=1.353 2/2 [==============================] - 0s 17ms/step >40, 51/693, d1=0.482, d2=0.474 g=1.282 2/2 [==============================] - 0s 18ms/step >40, 52/693, d1=0.473, d2=0.639 g=1.671 2/2 [==============================] - 0s 17ms/step >40, 53/693, d1=0.602, d2=0.441 g=1.368 2/2 [==============================] - 0s 18ms/step >40, 54/693, d1=0.550, d2=0.570 g=1.474 2/2 [==============================] - 0s 17ms/step >40, 55/693, d1=0.494, d2=0.412 g=1.494 2/2 [==============================] - 0s 17ms/step >40, 56/693, d1=0.560, d2=0.393 g=1.379 2/2 [==============================] - 0s 16ms/step >40, 57/693, d1=0.576, d2=0.425 g=1.296 2/2 [==============================] - 0s 17ms/step >40, 58/693, d1=0.521, d2=0.602 g=1.379 2/2 [==============================] - 0s 18ms/step >40, 59/693, d1=0.377, d2=0.471 g=1.479 2/2 [==============================] - 0s 17ms/step >40, 60/693, d1=0.564, d2=0.496 g=1.441 2/2 [==============================] - 0s 16ms/step >40, 61/693, d1=0.564, d2=0.394 g=1.533 2/2 [==============================] - 0s 16ms/step >40, 62/693, d1=0.530, d2=0.545 g=1.446 2/2 [==============================] - 0s 17ms/step >40, 63/693, d1=0.505, d2=0.438 g=1.462 2/2 [==============================] - 0s 16ms/step >40, 64/693, d1=0.483, d2=0.493 g=1.496 2/2 [==============================] - 0s 17ms/step >40, 65/693, d1=0.654, d2=0.516 g=1.367 2/2 [==============================] - 0s 21ms/step >40, 66/693, d1=0.483, d2=0.636 g=1.524 2/2 [==============================] - 0s 17ms/step >40, 67/693, d1=0.419, d2=0.447 g=1.492 2/2 [==============================] - 0s 18ms/step >40, 68/693, d1=0.659, d2=0.530 g=1.370 2/2 [==============================] - 0s 18ms/step >40, 69/693, d1=0.714, d2=0.464 g=1.344 2/2 [==============================] - 0s 17ms/step >40, 70/693, d1=0.534, d2=0.603 g=1.270 2/2 [==============================] - 0s 18ms/step >40, 71/693, d1=0.493, d2=0.607 g=1.502 2/2 [==============================] - 0s 16ms/step >40, 72/693, d1=0.519, d2=0.482 g=1.351 2/2 [==============================] - 0s 17ms/step >40, 73/693, d1=0.488, d2=0.489 g=1.320 2/2 [==============================] - 0s 19ms/step >40, 74/693, d1=0.465, d2=0.518 g=1.308 2/2 [==============================] - 0s 19ms/step >40, 75/693, d1=0.437, d2=0.571 g=1.337 2/2 [==============================] - 0s 20ms/step >40, 76/693, d1=0.483, d2=0.560 g=1.398 2/2 [==============================] - 0s 21ms/step >40, 77/693, d1=0.586, d2=0.560 g=1.440 2/2 [==============================] - 0s 16ms/step >40, 78/693, d1=0.483, d2=0.431 g=1.436 2/2 [==============================] - 0s 17ms/step >40, 79/693, d1=0.549, d2=0.506 g=1.503 2/2 [==============================] - 0s 17ms/step >40, 80/693, d1=0.573, d2=0.465 g=1.329 2/2 [==============================] - 0s 18ms/step >40, 81/693, d1=0.490, d2=0.422 g=1.375 2/2 [==============================] - 0s 17ms/step >40, 82/693, d1=0.542, d2=0.553 g=1.349 2/2 [==============================] - 0s 18ms/step >40, 83/693, d1=0.424, d2=0.543 g=1.467 2/2 [==============================] - 0s 16ms/step >40, 84/693, d1=0.463, d2=0.466 g=1.514 2/2 [==============================] - 0s 16ms/step >40, 85/693, d1=0.629, d2=0.560 g=1.616 2/2 [==============================] - 0s 16ms/step >40, 86/693, d1=0.591, d2=0.468 g=1.480 2/2 [==============================] - 0s 17ms/step >40, 87/693, d1=0.603, d2=0.470 g=1.370 2/2 [==============================] - 0s 17ms/step >40, 88/693, d1=0.598, d2=0.408 g=1.345 2/2 [==============================] - 0s 17ms/step >40, 89/693, d1=0.442, d2=0.560 g=1.326 2/2 [==============================] - 0s 16ms/step >40, 90/693, d1=0.539, d2=0.598 g=1.444 2/2 [==============================] - 0s 18ms/step >40, 91/693, d1=0.590, d2=0.561 g=1.269 2/2 [==============================] - 0s 17ms/step >40, 92/693, d1=0.532, d2=0.533 g=1.404 2/2 [==============================] - 0s 17ms/step >40, 93/693, d1=0.523, d2=0.526 g=1.235 2/2 [==============================] - 0s 17ms/step >40, 94/693, d1=0.460, d2=0.623 g=1.586 2/2 [==============================] - 0s 20ms/step >40, 95/693, d1=0.620, d2=0.460 g=1.484 2/2 [==============================] - 0s 17ms/step >40, 96/693, d1=0.593, d2=0.458 g=1.404 2/2 [==============================] - 0s 17ms/step >40, 97/693, d1=0.560, d2=0.455 g=1.355 2/2 [==============================] - 0s 17ms/step >40, 98/693, d1=0.516, d2=0.533 g=1.333 2/2 [==============================] - 0s 17ms/step >40, 99/693, d1=0.464, d2=0.529 g=1.531 2/2 [==============================] - 0s 20ms/step >40, 100/693, d1=0.584, d2=0.466 g=1.493 2/2 [==============================] - 0s 16ms/step >40, 101/693, d1=0.576, d2=0.365 g=1.587 2/2 [==============================] - 0s 17ms/step >40, 102/693, d1=0.526, d2=0.515 g=1.427 2/2 [==============================] - 0s 18ms/step >40, 103/693, d1=0.365, d2=0.424 g=1.460 2/2 [==============================] - 0s 17ms/step >40, 104/693, d1=0.413, d2=0.487 g=1.446 2/2 [==============================] - 0s 16ms/step >40, 105/693, d1=0.569, d2=0.402 g=1.428 2/2 [==============================] - 0s 17ms/step >40, 106/693, d1=0.552, d2=0.631 g=1.543 2/2 [==============================] - 0s 17ms/step >40, 107/693, d1=0.466, d2=0.517 g=1.660 2/2 [==============================] - 0s 17ms/step >40, 108/693, d1=0.577, d2=0.480 g=1.385 2/2 [==============================] - 0s 17ms/step >40, 109/693, d1=0.526, d2=0.388 g=1.434 2/2 [==============================] - 0s 17ms/step >40, 110/693, d1=0.438, d2=0.488 g=1.467 2/2 [==============================] - 0s 17ms/step >40, 111/693, d1=0.529, d2=0.580 g=1.414 2/2 [==============================] - 0s 16ms/step >40, 112/693, d1=0.541, d2=0.534 g=1.562 2/2 [==============================] - 0s 18ms/step >40, 113/693, d1=0.528, d2=0.444 g=1.443 2/2 [==============================] - 0s 18ms/step >40, 114/693, d1=0.546, d2=0.491 g=1.304 2/2 [==============================] - 0s 17ms/step >40, 115/693, d1=0.579, d2=0.467 g=1.472 2/2 [==============================] - 0s 17ms/step >40, 116/693, d1=0.468, d2=0.464 g=1.474 2/2 [==============================] - 0s 17ms/step >40, 117/693, d1=0.598, d2=0.472 g=1.457 2/2 [==============================] - 0s 19ms/step >40, 118/693, d1=0.632, d2=0.574 g=1.356 2/2 [==============================] - 0s 19ms/step >40, 119/693, d1=0.455, d2=0.628 g=1.452 2/2 [==============================] - 0s 18ms/step >40, 120/693, d1=0.470, d2=0.432 g=1.390 2/2 [==============================] - 0s 17ms/step >40, 121/693, d1=0.540, d2=0.424 g=1.360 2/2 [==============================] - 0s 18ms/step >40, 122/693, d1=0.516, d2=0.606 g=1.432 2/2 [==============================] - 0s 16ms/step >40, 123/693, d1=0.454, d2=0.527 g=1.366 2/2 [==============================] - 0s 17ms/step >40, 124/693, d1=0.642, d2=0.458 g=1.459 2/2 [==============================] - 0s 17ms/step >40, 125/693, d1=0.499, d2=0.421 g=1.391 2/2 [==============================] - 0s 19ms/step >40, 126/693, d1=0.514, d2=0.515 g=1.305 2/2 [==============================] - 0s 18ms/step >40, 127/693, d1=0.562, d2=0.623 g=1.378 2/2 [==============================] - 0s 20ms/step >40, 128/693, d1=0.544, d2=0.467 g=1.558 2/2 [==============================] - 0s 18ms/step >40, 129/693, d1=0.489, d2=0.446 g=1.388 2/2 [==============================] - 0s 18ms/step >40, 130/693, d1=0.589, d2=0.510 g=1.464 2/2 [==============================] - 0s 17ms/step >40, 131/693, d1=0.516, d2=0.535 g=1.329 2/2 [==============================] - 0s 17ms/step >40, 132/693, d1=0.650, d2=0.561 g=1.421 2/2 [==============================] - 0s 18ms/step >40, 133/693, d1=0.597, d2=0.519 g=1.329 2/2 [==============================] - 0s 18ms/step >40, 134/693, d1=0.477, d2=0.510 g=1.454 2/2 [==============================] - 0s 17ms/step >40, 135/693, d1=0.575, d2=0.433 g=1.344 2/2 [==============================] - 0s 19ms/step >40, 136/693, d1=0.565, d2=0.500 g=1.253 2/2 [==============================] - 0s 18ms/step >40, 137/693, d1=0.391, d2=0.442 g=1.344 2/2 [==============================] - 0s 17ms/step >40, 138/693, d1=0.524, d2=0.537 g=1.373 2/2 [==============================] - 0s 18ms/step >40, 139/693, d1=0.608, d2=0.576 g=1.417 2/2 [==============================] - 0s 17ms/step >40, 140/693, d1=0.467, d2=0.430 g=1.430 2/2 [==============================] - 0s 18ms/step >40, 141/693, d1=0.591, d2=0.411 g=1.456 2/2 [==============================] - 0s 17ms/step >40, 142/693, d1=0.418, d2=0.580 g=1.369 2/2 [==============================] - 0s 18ms/step >40, 143/693, d1=0.433, d2=0.526 g=1.519 2/2 [==============================] - 0s 17ms/step >40, 144/693, d1=0.554, d2=0.438 g=1.497 2/2 [==============================] - 0s 18ms/step >40, 145/693, d1=0.537, d2=0.488 g=1.482 2/2 [==============================] - 0s 18ms/step >40, 146/693, d1=0.509, d2=0.453 g=1.444 2/2 [==============================] - 0s 17ms/step >40, 147/693, d1=0.601, d2=0.446 g=1.430 2/2 [==============================] - 0s 18ms/step >40, 148/693, d1=0.425, d2=0.501 g=1.355 2/2 [==============================] - 0s 17ms/step >40, 149/693, d1=0.530, d2=0.515 g=1.285 2/2 [==============================] - 0s 17ms/step >40, 150/693, d1=0.472, d2=0.461 g=1.336 2/2 [==============================] - 0s 16ms/step >40, 151/693, d1=0.455, d2=0.487 g=1.464 2/2 [==============================] - 0s 17ms/step >40, 152/693, d1=0.521, d2=0.428 g=1.467 2/2 [==============================] - 0s 18ms/step >40, 153/693, d1=0.522, d2=0.503 g=1.430 2/2 [==============================] - 0s 16ms/step >40, 154/693, d1=0.469, d2=0.542 g=1.424 2/2 [==============================] - 0s 17ms/step >40, 155/693, d1=0.552, d2=0.542 g=1.382 2/2 [==============================] - 0s 18ms/step >40, 156/693, d1=0.498, d2=0.581 g=1.382 2/2 [==============================] - 0s 17ms/step >40, 157/693, d1=0.656, d2=0.507 g=1.441 2/2 [==============================] - 0s 17ms/step >40, 158/693, d1=0.487, d2=0.525 g=1.414 2/2 [==============================] - 0s 18ms/step >40, 159/693, d1=0.500, d2=0.400 g=1.308 2/2 [==============================] - 0s 17ms/step >40, 160/693, d1=0.523, d2=0.491 g=1.444 2/2 [==============================] - 0s 17ms/step >40, 161/693, d1=0.559, d2=0.533 g=1.507 2/2 [==============================] - 0s 19ms/step >40, 162/693, d1=0.490, d2=0.481 g=1.384 2/2 [==============================] - 0s 17ms/step >40, 163/693, d1=0.512, d2=0.496 g=1.477 2/2 [==============================] - 0s 17ms/step >40, 164/693, d1=0.496, d2=0.507 g=1.473 2/2 [==============================] - 0s 17ms/step >40, 165/693, d1=0.475, d2=0.542 g=1.560 2/2 [==============================] - 0s 17ms/step >40, 166/693, d1=0.456, d2=0.517 g=1.491 2/2 [==============================] - 0s 17ms/step >40, 167/693, d1=0.583, d2=0.456 g=1.467 2/2 [==============================] - 0s 18ms/step >40, 168/693, d1=0.595, d2=0.467 g=1.436 2/2 [==============================] - 0s 17ms/step >40, 169/693, d1=0.593, d2=0.512 g=1.378 2/2 [==============================] - 0s 17ms/step >40, 170/693, d1=0.491, d2=0.446 g=1.296 2/2 [==============================] - 0s 17ms/step >40, 171/693, d1=0.488, d2=0.593 g=1.392 2/2 [==============================] - 0s 19ms/step >40, 172/693, d1=0.579, d2=0.451 g=1.477 2/2 [==============================] - 0s 17ms/step >40, 173/693, d1=0.577, d2=0.491 g=1.369 2/2 [==============================] - 0s 18ms/step >40, 174/693, d1=0.570, d2=0.533 g=1.407 2/2 [==============================] - 0s 19ms/step >40, 175/693, d1=0.572, d2=0.636 g=1.213 2/2 [==============================] - 0s 18ms/step >40, 176/693, d1=0.504, d2=0.495 g=1.246 2/2 [==============================] - 0s 16ms/step >40, 177/693, d1=0.659, d2=0.488 g=1.300 2/2 [==============================] - 0s 18ms/step >40, 178/693, d1=0.446, d2=0.471 g=1.284 2/2 [==============================] - 0s 17ms/step >40, 179/693, d1=0.487, d2=0.464 g=1.411 2/2 [==============================] - 0s 16ms/step >40, 180/693, d1=0.506, d2=0.547 g=1.293 2/2 [==============================] - 0s 16ms/step >40, 181/693, d1=0.457, d2=0.475 g=1.538 2/2 [==============================] - 0s 17ms/step >40, 182/693, d1=0.489, d2=0.498 g=1.478 2/2 [==============================] - 0s 16ms/step >40, 183/693, d1=0.689, d2=0.475 g=1.374 2/2 [==============================] - 0s 21ms/step >40, 184/693, d1=0.498, d2=0.471 g=1.316 2/2 [==============================] - 0s 17ms/step >40, 185/693, d1=0.599, d2=0.498 g=1.405 2/2 [==============================] - 0s 17ms/step >40, 186/693, d1=0.576, d2=0.585 g=1.358 2/2 [==============================] - 0s 18ms/step >40, 187/693, d1=0.484, d2=0.537 g=1.455 2/2 [==============================] - 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0s 18ms/step >40, 254/693, d1=0.603, d2=0.521 g=1.448 2/2 [==============================] - 0s 17ms/step >40, 255/693, d1=0.519, d2=0.668 g=1.488 2/2 [==============================] - 0s 16ms/step >40, 256/693, d1=0.630, d2=0.427 g=1.398 2/2 [==============================] - 0s 17ms/step >40, 257/693, d1=0.629, d2=0.652 g=1.383 2/2 [==============================] - 0s 16ms/step >40, 258/693, d1=0.514, d2=0.480 g=1.339 2/2 [==============================] - 0s 17ms/step >40, 259/693, d1=0.597, d2=0.502 g=1.262 2/2 [==============================] - 0s 19ms/step >40, 260/693, d1=0.495, d2=0.531 g=1.357 2/2 [==============================] - 0s 16ms/step >40, 261/693, d1=0.533, d2=0.486 g=1.472 2/2 [==============================] - 0s 16ms/step >40, 262/693, d1=0.446, d2=0.553 g=1.652 2/2 [==============================] - 0s 16ms/step >40, 263/693, d1=0.701, d2=0.490 g=1.526 2/2 [==============================] - 0s 17ms/step >40, 264/693, d1=0.606, d2=0.527 g=1.461 2/2 [==============================] - 0s 17ms/step >40, 265/693, d1=0.535, d2=0.497 g=1.571 2/2 [==============================] - 0s 18ms/step >40, 266/693, d1=0.591, d2=0.457 g=1.465 2/2 [==============================] - 0s 17ms/step >40, 267/693, d1=0.636, d2=0.472 g=1.358 2/2 [==============================] - 0s 16ms/step >40, 268/693, d1=0.500, d2=0.455 g=1.220 2/2 [==============================] - 0s 19ms/step >40, 269/693, d1=0.472, d2=0.530 g=1.353 2/2 [==============================] - 0s 17ms/step >40, 270/693, d1=0.460, d2=0.439 g=1.356 2/2 [==============================] - 0s 17ms/step >40, 271/693, d1=0.621, d2=0.510 g=1.316 2/2 [==============================] - 0s 16ms/step >40, 272/693, d1=0.547, d2=0.463 g=1.297 2/2 [==============================] - 0s 17ms/step >40, 273/693, d1=0.442, d2=0.594 g=1.286 2/2 [==============================] - 0s 17ms/step >40, 274/693, d1=0.560, d2=0.550 g=1.544 2/2 [==============================] - 0s 16ms/step >40, 275/693, d1=0.470, d2=0.452 g=1.393 2/2 [==============================] - 0s 17ms/step >40, 276/693, d1=0.565, d2=0.494 g=1.288 2/2 [==============================] - 0s 16ms/step >40, 277/693, d1=0.541, d2=0.555 g=1.525 2/2 [==============================] - 0s 18ms/step >40, 278/693, d1=0.562, d2=0.492 g=1.572 2/2 [==============================] - 0s 16ms/step >40, 279/693, d1=0.511, d2=0.391 g=1.488 2/2 [==============================] - 0s 17ms/step >40, 280/693, d1=0.572, d2=0.414 g=1.420 2/2 [==============================] - 0s 17ms/step >40, 281/693, d1=0.542, d2=0.463 g=1.362 2/2 [==============================] - 0s 17ms/step >40, 282/693, d1=0.503, d2=0.544 g=1.179 2/2 [==============================] - 0s 16ms/step >40, 283/693, d1=0.386, d2=0.578 g=1.324 2/2 [==============================] - 0s 18ms/step >40, 284/693, d1=0.503, d2=0.559 g=1.465 2/2 [==============================] - 0s 17ms/step >40, 285/693, d1=0.590, d2=0.406 g=1.347 2/2 [==============================] - 0s 19ms/step >40, 286/693, d1=0.519, d2=0.508 g=1.419 2/2 [==============================] - 0s 20ms/step >40, 287/693, d1=0.448, d2=0.471 g=1.342 2/2 [==============================] - 0s 18ms/step >40, 288/693, d1=0.634, d2=0.579 g=1.390 2/2 [==============================] - 0s 19ms/step >40, 289/693, d1=0.671, d2=0.611 g=1.436 2/2 [==============================] - 0s 17ms/step >40, 290/693, d1=0.501, d2=0.490 g=1.389 2/2 [==============================] - 0s 17ms/step >40, 291/693, d1=0.584, d2=0.490 g=1.377 2/2 [==============================] - 0s 18ms/step >40, 292/693, d1=0.562, d2=0.618 g=1.207 2/2 [==============================] - 0s 18ms/step >40, 293/693, d1=0.516, d2=0.557 g=1.398 2/2 [==============================] - 0s 17ms/step >40, 294/693, d1=0.508, d2=0.513 g=1.426 2/2 [==============================] - 0s 18ms/step >40, 295/693, d1=0.708, d2=0.462 g=1.328 2/2 [==============================] - 0s 18ms/step >40, 296/693, d1=0.530, d2=0.571 g=1.308 2/2 [==============================] - 0s 18ms/step >40, 297/693, d1=0.459, d2=0.559 g=1.458 2/2 [==============================] - 0s 16ms/step >40, 298/693, d1=0.525, d2=0.524 g=1.361 2/2 [==============================] - 0s 17ms/step >40, 299/693, d1=0.461, d2=0.466 g=1.275 2/2 [==============================] - 0s 18ms/step >40, 300/693, d1=0.489, d2=0.426 g=1.434 2/2 [==============================] - 0s 17ms/step >40, 301/693, d1=0.511, d2=0.445 g=1.372 2/2 [==============================] - 0s 16ms/step >40, 302/693, d1=0.603, d2=0.564 g=1.331 2/2 [==============================] - 0s 16ms/step >40, 303/693, d1=0.582, d2=0.451 g=1.398 2/2 [==============================] - 0s 16ms/step >40, 304/693, d1=0.534, d2=0.493 g=1.282 2/2 [==============================] - 0s 17ms/step >40, 305/693, d1=0.425, d2=0.443 g=1.489 2/2 [==============================] - 0s 16ms/step >40, 306/693, d1=0.556, d2=0.561 g=1.259 2/2 [==============================] - 0s 17ms/step >40, 307/693, d1=0.562, d2=0.604 g=1.350 2/2 [==============================] - 0s 20ms/step >40, 308/693, d1=0.532, d2=0.555 g=1.334 2/2 [==============================] - 0s 19ms/step >40, 309/693, d1=0.634, d2=0.427 g=1.339 2/2 [==============================] - 0s 17ms/step >40, 310/693, d1=0.475, d2=0.632 g=1.225 2/2 [==============================] - 0s 17ms/step >40, 311/693, d1=0.525, d2=0.601 g=1.444 2/2 [==============================] - 0s 17ms/step >40, 312/693, d1=0.531, d2=0.542 g=1.566 2/2 [==============================] - 0s 17ms/step >40, 313/693, d1=0.647, d2=0.539 g=1.275 2/2 [==============================] - 0s 18ms/step >40, 314/693, d1=0.486, d2=0.535 g=1.285 2/2 [==============================] - 0s 16ms/step >40, 315/693, d1=0.525, d2=0.462 g=1.508 2/2 [==============================] - 0s 17ms/step >40, 316/693, d1=0.508, d2=0.510 g=1.412 2/2 [==============================] - 0s 17ms/step >40, 317/693, d1=0.591, d2=0.555 g=1.315 2/2 [==============================] - 0s 18ms/step >40, 318/693, d1=0.559, d2=0.498 g=1.425 2/2 [==============================] - 0s 17ms/step >40, 319/693, d1=0.597, d2=0.461 g=1.324 2/2 [==============================] - 0s 18ms/step >40, 320/693, d1=0.491, d2=0.584 g=1.242 2/2 [==============================] - 0s 17ms/step >40, 321/693, d1=0.593, d2=0.508 g=1.298 2/2 [==============================] - 0s 17ms/step >40, 322/693, d1=0.436, d2=0.553 g=1.438 2/2 [==============================] - 0s 18ms/step >40, 323/693, d1=0.462, d2=0.514 g=1.504 2/2 [==============================] - 0s 16ms/step >40, 324/693, d1=0.499, d2=0.453 g=1.443 2/2 [==============================] - 0s 17ms/step >40, 325/693, d1=0.597, d2=0.521 g=1.464 2/2 [==============================] - 0s 16ms/step >40, 326/693, d1=0.541, d2=0.616 g=1.547 2/2 [==============================] - 0s 16ms/step >40, 327/693, d1=0.534, d2=0.518 g=1.448 2/2 [==============================] - 0s 17ms/step >40, 328/693, d1=0.515, d2=0.396 g=1.446 2/2 [==============================] - 0s 17ms/step >40, 329/693, d1=0.577, d2=0.554 g=1.488 2/2 [==============================] - 0s 16ms/step >40, 330/693, d1=0.698, d2=0.491 g=1.277 2/2 [==============================] - 0s 16ms/step >40, 331/693, d1=0.569, d2=0.488 g=1.319 2/2 [==============================] - 0s 18ms/step >40, 332/693, d1=0.533, d2=0.600 g=1.390 2/2 [==============================] - 0s 17ms/step >40, 333/693, d1=0.466, d2=0.505 g=1.323 2/2 [==============================] - 0s 17ms/step >40, 334/693, d1=0.409, d2=0.535 g=1.407 2/2 [==============================] - 0s 17ms/step >40, 335/693, d1=0.567, d2=0.455 g=1.526 2/2 [==============================] - 0s 17ms/step >40, 336/693, d1=0.559, d2=0.444 g=1.427 2/2 [==============================] - 0s 17ms/step >40, 337/693, d1=0.550, d2=0.513 g=1.411 2/2 [==============================] - 0s 18ms/step >40, 338/693, d1=0.554, d2=0.507 g=1.405 2/2 [==============================] - 0s 18ms/step >40, 339/693, d1=0.459, d2=0.489 g=1.506 2/2 [==============================] - 0s 21ms/step >40, 340/693, d1=0.564, d2=0.494 g=1.355 2/2 [==============================] - 0s 18ms/step >40, 341/693, d1=0.635, d2=0.625 g=1.404 2/2 [==============================] - 0s 19ms/step >40, 342/693, d1=0.530, d2=0.476 g=1.419 2/2 [==============================] - 0s 20ms/step >40, 343/693, d1=0.627, d2=0.543 g=1.378 2/2 [==============================] - 0s 19ms/step >40, 344/693, d1=0.566, d2=0.524 g=1.278 2/2 [==============================] - 0s 20ms/step >40, 345/693, d1=0.480, d2=0.560 g=1.360 2/2 [==============================] - 0s 19ms/step >40, 346/693, d1=0.536, d2=0.622 g=1.377 2/2 [==============================] - 0s 20ms/step >40, 347/693, d1=0.578, d2=0.524 g=1.432 2/2 [==============================] - 0s 21ms/step >40, 348/693, d1=0.434, d2=0.499 g=1.460 2/2 [==============================] - 0s 22ms/step >40, 349/693, d1=0.620, d2=0.504 g=1.454 2/2 [==============================] - 0s 17ms/step >40, 350/693, d1=0.536, d2=0.455 g=1.319 2/2 [==============================] - 0s 20ms/step >40, 351/693, d1=0.515, d2=0.512 g=1.412 2/2 [==============================] - 0s 20ms/step >40, 352/693, d1=0.614, d2=0.526 g=1.273 2/2 [==============================] - 0s 20ms/step >40, 353/693, d1=0.523, d2=0.581 g=1.372 2/2 [==============================] - 0s 20ms/step >40, 354/693, d1=0.543, d2=0.682 g=1.342 2/2 [==============================] - 0s 19ms/step >40, 355/693, d1=0.617, d2=0.468 g=1.302 2/2 [==============================] - 0s 20ms/step >40, 356/693, d1=0.468, d2=0.549 g=1.472 2/2 [==============================] - 0s 20ms/step >40, 357/693, d1=0.544, d2=0.524 g=1.445 2/2 [==============================] - 0s 18ms/step >40, 358/693, d1=0.456, d2=0.487 g=1.551 2/2 [==============================] - 0s 18ms/step >40, 359/693, d1=0.510, d2=0.402 g=1.476 2/2 [==============================] - 0s 20ms/step >40, 360/693, d1=0.592, d2=0.497 g=1.383 2/2 [==============================] - 0s 20ms/step >40, 361/693, d1=0.490, d2=0.461 g=1.321 2/2 [==============================] - 0s 19ms/step >40, 362/693, d1=0.471, d2=0.550 g=1.467 2/2 [==============================] - 0s 20ms/step >40, 363/693, d1=0.493, d2=0.543 g=1.370 2/2 [==============================] - 0s 20ms/step >40, 364/693, d1=0.454, d2=0.509 g=1.535 2/2 [==============================] - 0s 20ms/step >40, 365/693, d1=0.603, d2=0.470 g=1.422 2/2 [==============================] - 0s 21ms/step >40, 366/693, d1=0.670, d2=0.457 g=1.324 2/2 [==============================] - 0s 20ms/step >40, 367/693, d1=0.540, d2=0.513 g=1.351 2/2 [==============================] - 0s 19ms/step >40, 368/693, d1=0.494, d2=0.595 g=1.294 2/2 [==============================] - 0s 20ms/step >40, 369/693, d1=0.476, d2=0.472 g=1.382 2/2 [==============================] - 0s 20ms/step >40, 370/693, d1=0.614, d2=0.543 g=1.439 2/2 [==============================] - 0s 18ms/step >40, 371/693, d1=0.605, d2=0.563 g=1.377 2/2 [==============================] - 0s 21ms/step >40, 372/693, d1=0.557, d2=0.435 g=1.326 2/2 [==============================] - 0s 19ms/step >40, 373/693, d1=0.495, d2=0.468 g=1.391 2/2 [==============================] - 0s 21ms/step >40, 374/693, d1=0.466, d2=0.615 g=1.492 2/2 [==============================] - 0s 17ms/step >40, 375/693, d1=0.412, d2=0.426 g=1.549 2/2 [==============================] - 0s 19ms/step >40, 376/693, d1=0.537, d2=0.427 g=1.378 2/2 [==============================] - 0s 18ms/step >40, 377/693, d1=0.576, d2=0.494 g=1.311 2/2 [==============================] - 0s 19ms/step >40, 378/693, d1=0.609, d2=0.572 g=1.257 2/2 [==============================] - 0s 19ms/step >40, 379/693, d1=0.425, d2=0.538 g=1.389 2/2 [==============================] - 0s 19ms/step >40, 380/693, d1=0.502, d2=0.445 g=1.409 2/2 [==============================] - 0s 20ms/step >40, 381/693, d1=0.515, d2=0.486 g=1.442 2/2 [==============================] - 0s 18ms/step >40, 382/693, d1=0.419, d2=0.442 g=1.629 2/2 [==============================] - 0s 19ms/step >40, 383/693, d1=0.683, d2=0.495 g=1.481 2/2 [==============================] - 0s 20ms/step >40, 384/693, d1=0.553, d2=0.537 g=1.312 2/2 [==============================] - 0s 18ms/step >40, 385/693, d1=0.504, d2=0.584 g=1.362 2/2 [==============================] - 0s 20ms/step >40, 386/693, d1=0.502, d2=0.523 g=1.370 2/2 [==============================] - 0s 20ms/step >40, 387/693, d1=0.536, d2=0.474 g=1.395 2/2 [==============================] - 0s 20ms/step >40, 388/693, d1=0.546, d2=0.438 g=1.250 2/2 [==============================] - 0s 20ms/step >40, 389/693, d1=0.441, d2=0.733 g=1.483 2/2 [==============================] - 0s 20ms/step >40, 390/693, d1=0.714, d2=0.484 g=1.387 2/2 [==============================] - 0s 19ms/step >40, 391/693, d1=0.622, d2=0.500 g=1.341 2/2 [==============================] - 0s 19ms/step >40, 392/693, d1=0.593, d2=0.496 g=1.259 2/2 [==============================] - 0s 17ms/step >40, 393/693, d1=0.497, d2=0.510 g=1.322 2/2 [==============================] - 0s 21ms/step >40, 394/693, d1=0.539, d2=0.599 g=1.370 2/2 [==============================] - 0s 21ms/step >40, 395/693, d1=0.491, d2=0.457 g=1.429 2/2 [==============================] - 0s 19ms/step >40, 396/693, d1=0.602, d2=0.482 g=1.289 2/2 [==============================] - 0s 21ms/step >40, 397/693, d1=0.481, d2=0.536 g=1.517 2/2 [==============================] - 0s 19ms/step >40, 398/693, d1=0.627, d2=0.499 g=1.253 2/2 [==============================] - 0s 19ms/step >40, 399/693, d1=0.524, d2=0.581 g=1.419 2/2 [==============================] - 0s 19ms/step >40, 400/693, d1=0.525, d2=0.447 g=1.474 2/2 [==============================] - 0s 18ms/step >40, 401/693, d1=0.658, d2=0.481 g=1.370 2/2 [==============================] - 0s 20ms/step >40, 402/693, d1=0.562, d2=0.499 g=1.412 2/2 [==============================] - 0s 21ms/step >40, 403/693, d1=0.450, d2=0.571 g=1.299 2/2 [==============================] - 0s 20ms/step >40, 404/693, d1=0.486, d2=0.667 g=1.338 2/2 [==============================] - 0s 19ms/step >40, 405/693, d1=0.603, d2=0.496 g=1.379 2/2 [==============================] - 0s 19ms/step >40, 406/693, d1=0.692, d2=0.449 g=1.409 2/2 [==============================] - 0s 20ms/step >40, 407/693, d1=0.454, d2=0.410 g=1.244 2/2 [==============================] - 0s 20ms/step >40, 408/693, d1=0.534, d2=0.558 g=1.319 2/2 [==============================] - 0s 20ms/step >40, 409/693, d1=0.518, d2=0.536 g=1.327 2/2 [==============================] - 0s 21ms/step >40, 410/693, d1=0.501, d2=0.483 g=1.393 2/2 [==============================] - 0s 19ms/step >40, 411/693, d1=0.531, d2=0.452 g=1.371 2/2 [==============================] - 0s 20ms/step >40, 412/693, d1=0.481, d2=0.553 g=1.308 2/2 [==============================] - 0s 21ms/step >40, 413/693, d1=0.531, d2=0.495 g=1.458 2/2 [==============================] - 0s 19ms/step >40, 414/693, d1=0.502, d2=0.587 g=1.319 2/2 [==============================] - 0s 20ms/step >40, 415/693, d1=0.468, d2=0.522 g=1.446 2/2 [==============================] - 0s 19ms/step >40, 416/693, d1=0.491, d2=0.530 g=1.331 2/2 [==============================] - 0s 19ms/step >40, 417/693, d1=0.526, d2=0.495 g=1.452 2/2 [==============================] - 0s 19ms/step >40, 418/693, d1=0.562, d2=0.480 g=1.388 2/2 [==============================] - 0s 20ms/step >40, 419/693, d1=0.598, d2=0.420 g=1.463 2/2 [==============================] - 0s 19ms/step >40, 420/693, d1=0.554, d2=0.407 g=1.170 2/2 [==============================] - 0s 20ms/step >40, 421/693, d1=0.529, d2=0.606 g=1.232 2/2 [==============================] - 0s 22ms/step >40, 422/693, d1=0.503, d2=0.568 g=1.254 2/2 [==============================] - 0s 19ms/step >40, 423/693, d1=0.466, d2=0.531 g=1.499 2/2 [==============================] - 0s 20ms/step >40, 424/693, d1=0.522, d2=0.420 g=1.524 2/2 [==============================] - 0s 18ms/step >40, 425/693, d1=0.489, d2=0.464 g=1.345 2/2 [==============================] - 0s 19ms/step >40, 426/693, d1=0.507, d2=0.458 g=1.447 2/2 [==============================] - 0s 20ms/step >40, 427/693, d1=0.552, d2=0.606 g=1.430 2/2 [==============================] - 0s 19ms/step >40, 428/693, d1=0.460, d2=0.475 g=1.457 2/2 [==============================] - 0s 19ms/step >40, 429/693, d1=0.585, d2=0.526 g=1.415 2/2 [==============================] - 0s 19ms/step >40, 430/693, d1=0.505, d2=0.539 g=1.356 2/2 [==============================] - 0s 18ms/step >40, 431/693, d1=0.479, d2=0.488 g=1.419 2/2 [==============================] - 0s 19ms/step >40, 432/693, d1=0.583, d2=0.487 g=1.276 2/2 [==============================] - 0s 19ms/step >40, 433/693, d1=0.526, d2=0.507 g=1.496 2/2 [==============================] - 0s 20ms/step >40, 434/693, d1=0.451, d2=0.484 g=1.378 2/2 [==============================] - 0s 20ms/step >40, 435/693, d1=0.502, d2=0.473 g=1.612 2/2 [==============================] - 0s 20ms/step >40, 436/693, d1=0.421, d2=0.475 g=1.331 2/2 [==============================] - 0s 20ms/step >40, 437/693, d1=0.478, d2=0.478 g=1.490 2/2 [==============================] - 0s 21ms/step >40, 438/693, d1=0.486, d2=0.564 g=1.635 2/2 [==============================] - 0s 19ms/step >40, 439/693, d1=0.624, d2=0.492 g=1.452 2/2 [==============================] - 0s 19ms/step >40, 440/693, d1=0.643, d2=0.446 g=1.224 2/2 [==============================] - 0s 20ms/step >40, 441/693, d1=0.551, d2=0.547 g=1.304 2/2 [==============================] - 0s 19ms/step >40, 442/693, d1=0.523, d2=0.549 g=1.425 2/2 [==============================] - 0s 19ms/step >40, 443/693, d1=0.518, d2=0.424 g=1.506 2/2 [==============================] - 0s 19ms/step >40, 444/693, d1=0.514, d2=0.423 g=1.383 2/2 [==============================] - 0s 20ms/step >40, 445/693, d1=0.431, d2=0.492 g=1.336 2/2 [==============================] - 0s 20ms/step >40, 446/693, d1=0.503, d2=0.586 g=1.339 2/2 [==============================] - 0s 20ms/step >40, 447/693, d1=0.409, d2=0.471 g=1.489 2/2 [==============================] - 0s 20ms/step >40, 448/693, d1=0.531, d2=0.422 g=1.447 2/2 [==============================] - 0s 20ms/step >40, 449/693, d1=0.585, d2=0.456 g=1.407 2/2 [==============================] - 0s 18ms/step >40, 450/693, d1=0.537, d2=0.564 g=1.399 2/2 [==============================] - 0s 21ms/step >40, 451/693, d1=0.443, d2=0.474 g=1.366 2/2 [==============================] - 0s 20ms/step >40, 452/693, d1=0.589, d2=0.526 g=1.362 2/2 [==============================] - 0s 20ms/step >40, 453/693, d1=0.428, d2=0.496 g=1.500 2/2 [==============================] - 0s 20ms/step >40, 454/693, d1=0.589, d2=0.458 g=1.474 2/2 [==============================] - 0s 20ms/step >40, 455/693, d1=0.564, d2=0.425 g=1.427 2/2 [==============================] - 0s 16ms/step >40, 456/693, d1=0.476, d2=0.537 g=1.354 2/2 [==============================] - 0s 17ms/step >40, 457/693, d1=0.522, d2=0.573 g=1.420 2/2 [==============================] - 0s 20ms/step >40, 458/693, d1=0.493, d2=0.473 g=1.428 2/2 [==============================] - 0s 16ms/step >40, 459/693, d1=0.498, d2=0.396 g=1.589 2/2 [==============================] - 0s 16ms/step >40, 460/693, d1=0.499, d2=0.545 g=1.453 2/2 [==============================] - 0s 19ms/step >40, 461/693, d1=0.457, d2=0.575 g=1.529 2/2 [==============================] - 0s 22ms/step >40, 462/693, d1=0.615, d2=0.383 g=1.478 2/2 [==============================] - 0s 18ms/step >40, 463/693, d1=0.649, d2=0.502 g=1.198 2/2 [==============================] - 0s 20ms/step >40, 464/693, d1=0.519, d2=0.591 g=1.258 2/2 [==============================] - 0s 21ms/step >40, 465/693, d1=0.382, d2=0.525 g=1.272 2/2 [==============================] - 0s 18ms/step >40, 466/693, d1=0.444, d2=0.448 g=1.601 2/2 [==============================] - 0s 19ms/step >40, 467/693, d1=0.499, d2=0.442 g=1.431 2/2 [==============================] - 0s 18ms/step >40, 468/693, d1=0.510, d2=0.436 g=1.504 2/2 [==============================] - 0s 18ms/step >40, 469/693, d1=0.479, d2=0.556 g=1.476 2/2 [==============================] - 0s 18ms/step >40, 470/693, d1=0.526, d2=0.534 g=1.625 2/2 [==============================] - 0s 20ms/step >40, 471/693, d1=0.571, d2=0.371 g=1.584 2/2 [==============================] - 0s 21ms/step >40, 472/693, d1=0.500, d2=0.525 g=1.517 2/2 [==============================] - 0s 20ms/step >40, 473/693, d1=0.467, d2=0.539 g=1.289 2/2 [==============================] - 0s 19ms/step >40, 474/693, d1=0.546, d2=0.526 g=1.347 2/2 [==============================] - 0s 18ms/step >40, 475/693, d1=0.511, d2=0.509 g=1.451 2/2 [==============================] - 0s 17ms/step >40, 476/693, d1=0.515, d2=0.496 g=1.442 2/2 [==============================] - 0s 16ms/step >40, 477/693, d1=0.567, d2=0.579 g=1.409 2/2 [==============================] - 0s 16ms/step >40, 478/693, d1=0.460, d2=0.637 g=1.423 2/2 [==============================] - 0s 17ms/step >40, 479/693, d1=0.627, d2=0.497 g=1.393 2/2 [==============================] - 0s 16ms/step >40, 480/693, d1=0.689, d2=0.453 g=1.320 2/2 [==============================] - 0s 16ms/step >40, 481/693, d1=0.486, d2=0.604 g=1.407 2/2 [==============================] - 0s 20ms/step >40, 482/693, d1=0.433, d2=0.479 g=1.411 2/2 [==============================] - 0s 17ms/step >40, 483/693, d1=0.536, d2=0.528 g=1.431 2/2 [==============================] - 0s 16ms/step >40, 484/693, d1=0.496, d2=0.462 g=1.429 2/2 [==============================] - 0s 16ms/step >40, 485/693, d1=0.487, d2=0.572 g=1.513 2/2 [==============================] - 0s 16ms/step >40, 486/693, d1=0.607, d2=0.417 g=1.365 2/2 [==============================] - 0s 17ms/step >40, 487/693, d1=0.620, d2=0.411 g=1.367 2/2 [==============================] - 0s 17ms/step >40, 488/693, d1=0.564, d2=0.616 g=1.255 2/2 [==============================] - 0s 17ms/step >40, 489/693, d1=0.366, d2=0.449 g=1.500 2/2 [==============================] - 0s 16ms/step >40, 490/693, d1=0.492, d2=0.558 g=1.477 2/2 [==============================] - 0s 16ms/step >40, 491/693, d1=0.404, d2=0.453 g=1.576 2/2 [==============================] - 0s 17ms/step >40, 492/693, d1=0.502, d2=0.378 g=1.678 2/2 [==============================] - 0s 17ms/step >40, 493/693, d1=0.481, d2=0.466 g=1.516 2/2 [==============================] - 0s 18ms/step >40, 494/693, d1=0.557, d2=0.499 g=1.501 2/2 [==============================] - 0s 17ms/step >40, 495/693, d1=0.733, d2=0.513 g=1.379 2/2 [==============================] - 0s 16ms/step >40, 496/693, d1=0.419, d2=0.463 g=1.483 2/2 [==============================] - 0s 17ms/step >40, 497/693, d1=0.462, d2=0.469 g=1.270 2/2 [==============================] - 0s 17ms/step >40, 498/693, d1=0.490, d2=0.576 g=1.545 2/2 [==============================] - 0s 17ms/step >40, 499/693, d1=0.463, d2=0.381 g=1.597 2/2 [==============================] - 0s 17ms/step >40, 500/693, d1=0.536, d2=0.474 g=1.444 2/2 [==============================] - 0s 17ms/step >40, 501/693, d1=0.502, d2=0.444 g=1.394 2/2 [==============================] - 0s 17ms/step >40, 502/693, d1=0.592, d2=0.427 g=1.324 2/2 [==============================] - 0s 16ms/step >40, 503/693, d1=0.551, d2=0.609 g=1.384 2/2 [==============================] - 0s 17ms/step >40, 504/693, d1=0.508, d2=0.416 g=1.357 2/2 [==============================] - 0s 16ms/step >40, 505/693, d1=0.533, d2=0.491 g=1.342 2/2 [==============================] - 0s 17ms/step >40, 506/693, d1=0.429, d2=0.507 g=1.462 2/2 [==============================] - 0s 17ms/step >40, 507/693, d1=0.458, d2=0.587 g=1.555 2/2 [==============================] - 0s 17ms/step >40, 508/693, d1=0.546, d2=0.460 g=1.289 2/2 [==============================] - 0s 17ms/step >40, 509/693, d1=0.570, d2=0.467 g=1.350 2/2 [==============================] - 0s 18ms/step >40, 510/693, d1=0.568, d2=0.593 g=1.462 2/2 [==============================] - 0s 16ms/step >40, 511/693, d1=0.542, d2=0.395 g=1.484 2/2 [==============================] - 0s 17ms/step >40, 512/693, d1=0.494, d2=0.556 g=1.446 2/2 [==============================] - 0s 17ms/step >40, 513/693, d1=0.387, d2=0.498 g=1.526 2/2 [==============================] - 0s 16ms/step >40, 514/693, d1=0.522, d2=0.471 g=1.611 2/2 [==============================] - 0s 17ms/step >40, 515/693, d1=0.508, d2=0.432 g=1.645 2/2 [==============================] - 0s 17ms/step >40, 516/693, d1=0.647, d2=0.476 g=1.549 2/2 [==============================] - 0s 17ms/step >40, 517/693, d1=0.440, d2=0.496 g=1.347 2/2 [==============================] - 0s 16ms/step >40, 518/693, d1=0.432, d2=0.472 g=1.339 2/2 [==============================] - 0s 16ms/step >40, 519/693, d1=0.634, d2=0.485 g=1.412 2/2 [==============================] - 0s 17ms/step >40, 520/693, d1=0.481, d2=0.461 g=1.435 2/2 [==============================] - 0s 17ms/step >40, 521/693, d1=0.469, d2=0.485 g=1.658 2/2 [==============================] - 0s 17ms/step >40, 522/693, d1=0.593, d2=0.369 g=1.574 2/2 [==============================] - 0s 17ms/step >40, 523/693, d1=0.505, d2=0.506 g=1.525 2/2 [==============================] - 0s 17ms/step >40, 524/693, d1=0.490, d2=0.483 g=1.511 2/2 [==============================] - 0s 15ms/step >40, 525/693, d1=0.548, d2=0.540 g=1.348 2/2 [==============================] - 0s 16ms/step >40, 526/693, d1=0.521, d2=0.460 g=1.403 2/2 [==============================] - 0s 12ms/step >40, 527/693, d1=0.571, d2=0.462 g=1.406 2/2 [==============================] - 0s 17ms/step >40, 528/693, d1=0.513, d2=0.484 g=1.382 2/2 [==============================] - 0s 16ms/step >40, 529/693, d1=0.542, d2=0.528 g=1.361 2/2 [==============================] - 0s 16ms/step >40, 530/693, d1=0.390, d2=0.440 g=1.488 2/2 [==============================] - 0s 16ms/step >40, 531/693, d1=0.493, d2=0.353 g=1.583 2/2 [==============================] - 0s 17ms/step >40, 532/693, d1=0.570, d2=0.521 g=1.295 2/2 [==============================] - 0s 16ms/step >40, 533/693, d1=0.498, d2=0.460 g=1.448 2/2 [==============================] - 0s 17ms/step >40, 534/693, d1=0.500, d2=0.586 g=1.259 2/2 [==============================] - 0s 17ms/step >40, 535/693, d1=0.525, d2=0.591 g=1.378 2/2 [==============================] - 0s 17ms/step >40, 536/693, d1=0.540, d2=0.583 g=1.409 2/2 [==============================] - 0s 16ms/step >40, 537/693, d1=0.564, d2=0.506 g=1.428 2/2 [==============================] - 0s 19ms/step >40, 538/693, d1=0.491, d2=0.450 g=1.369 2/2 [==============================] - 0s 17ms/step >40, 539/693, d1=0.500, d2=0.520 g=1.429 2/2 [==============================] - 0s 16ms/step >40, 540/693, d1=0.528, d2=0.544 g=1.544 2/2 [==============================] - 0s 17ms/step >40, 541/693, d1=0.646, d2=0.440 g=1.374 2/2 [==============================] - 0s 16ms/step >40, 542/693, d1=0.488, d2=0.505 g=1.289 2/2 [==============================] - 0s 18ms/step >40, 543/693, d1=0.541, d2=0.471 g=1.283 2/2 [==============================] - 0s 17ms/step >40, 544/693, d1=0.555, d2=0.519 g=1.278 2/2 [==============================] - 0s 17ms/step >40, 545/693, d1=0.628, d2=0.573 g=1.287 2/2 [==============================] - 0s 17ms/step >40, 546/693, d1=0.511, d2=0.638 g=1.387 2/2 [==============================] - 0s 17ms/step >40, 547/693, d1=0.447, d2=0.486 g=1.638 2/2 [==============================] - 0s 18ms/step >40, 548/693, d1=0.626, d2=0.400 g=1.439 2/2 [==============================] - 0s 17ms/step >40, 549/693, d1=0.583, d2=0.614 g=1.269 2/2 [==============================] - 0s 17ms/step >40, 550/693, d1=0.524, d2=0.438 g=1.473 2/2 [==============================] - 0s 17ms/step >40, 551/693, d1=0.543, d2=0.485 g=1.383 2/2 [==============================] - 0s 17ms/step >40, 552/693, d1=0.589, d2=0.470 g=1.365 2/2 [==============================] - 0s 17ms/step >40, 553/693, d1=0.502, d2=0.559 g=1.337 2/2 [==============================] - 0s 16ms/step >40, 554/693, d1=0.550, d2=0.476 g=1.281 2/2 [==============================] - 0s 17ms/step >40, 555/693, d1=0.585, d2=0.438 g=1.415 2/2 [==============================] - 0s 17ms/step >40, 556/693, d1=0.435, d2=0.554 g=1.396 2/2 [==============================] - 0s 16ms/step >40, 557/693, d1=0.449, d2=0.578 g=1.449 2/2 [==============================] - 0s 17ms/step >40, 558/693, d1=0.677, d2=0.504 g=1.450 2/2 [==============================] - 0s 17ms/step >40, 559/693, d1=0.639, d2=0.476 g=1.396 2/2 [==============================] - 0s 18ms/step >40, 560/693, d1=0.617, d2=0.562 g=1.360 2/2 [==============================] - 0s 16ms/step >40, 561/693, d1=0.484, d2=0.523 g=1.371 2/2 [==============================] - 0s 18ms/step >40, 562/693, d1=0.441, d2=0.595 g=1.490 2/2 [==============================] - 0s 16ms/step >40, 563/693, d1=0.594, d2=0.486 g=1.442 2/2 [==============================] - 0s 17ms/step >40, 564/693, d1=0.589, d2=0.528 g=1.631 2/2 [==============================] - 0s 17ms/step >40, 565/693, d1=0.444, d2=0.384 g=1.368 2/2 [==============================] - 0s 17ms/step >40, 566/693, d1=0.469, d2=0.520 g=1.508 2/2 [==============================] - 0s 17ms/step >40, 567/693, d1=0.575, d2=0.455 g=1.427 2/2 [==============================] - 0s 17ms/step >40, 568/693, d1=0.645, d2=0.489 g=1.325 2/2 [==============================] - 0s 17ms/step >40, 569/693, d1=0.414, d2=0.520 g=1.379 2/2 [==============================] - 0s 16ms/step >40, 570/693, d1=0.395, d2=0.509 g=1.575 2/2 [==============================] - 0s 18ms/step >40, 571/693, d1=0.459, d2=0.435 g=1.506 2/2 [==============================] - 0s 17ms/step >40, 572/693, d1=0.607, d2=0.463 g=1.483 2/2 [==============================] - 0s 17ms/step >40, 573/693, d1=0.611, d2=0.468 g=1.312 2/2 [==============================] - 0s 17ms/step >40, 574/693, d1=0.454, d2=0.551 g=1.478 2/2 [==============================] - 0s 17ms/step >40, 575/693, d1=0.673, d2=0.465 g=1.352 2/2 [==============================] - 0s 17ms/step >40, 576/693, d1=0.442, d2=0.490 g=1.298 2/2 [==============================] - 0s 18ms/step >40, 577/693, d1=0.569, d2=0.563 g=1.331 2/2 [==============================] - 0s 16ms/step >40, 578/693, d1=0.525, d2=0.548 g=1.400 2/2 [==============================] - 0s 17ms/step >40, 579/693, d1=0.572, d2=0.633 g=1.321 2/2 [==============================] - 0s 17ms/step >40, 580/693, d1=0.516, d2=0.481 g=1.619 2/2 [==============================] - 0s 17ms/step >40, 581/693, d1=0.641, d2=0.501 g=1.599 2/2 [==============================] - 0s 17ms/step >40, 582/693, d1=0.600, d2=0.526 g=1.403 2/2 [==============================] - 0s 17ms/step >40, 583/693, d1=0.459, d2=0.482 g=1.458 2/2 [==============================] - 0s 18ms/step >40, 584/693, d1=0.532, d2=0.454 g=1.319 2/2 [==============================] - 0s 16ms/step >40, 585/693, d1=0.360, d2=0.526 g=1.480 2/2 [==============================] - 0s 16ms/step >40, 586/693, d1=0.650, d2=0.458 g=1.438 2/2 [==============================] - 0s 17ms/step >40, 587/693, d1=0.453, d2=0.459 g=1.367 2/2 [==============================] - 0s 16ms/step >40, 588/693, d1=0.601, d2=0.562 g=1.421 2/2 [==============================] - 0s 17ms/step >40, 589/693, d1=0.458, d2=0.498 g=1.583 2/2 [==============================] - 0s 17ms/step >40, 590/693, d1=0.638, d2=0.395 g=1.531 2/2 [==============================] - 0s 18ms/step >40, 591/693, d1=0.463, d2=0.684 g=1.500 2/2 [==============================] - 0s 16ms/step >40, 592/693, d1=0.587, d2=0.489 g=1.645 2/2 [==============================] - 0s 16ms/step >40, 593/693, d1=0.603, d2=0.458 g=1.482 2/2 [==============================] - 0s 17ms/step >40, 594/693, d1=0.540, d2=0.480 g=1.426 2/2 [==============================] - 0s 17ms/step >40, 595/693, d1=0.534, d2=0.499 g=1.399 2/2 [==============================] - 0s 17ms/step >40, 596/693, d1=0.500, d2=0.533 g=1.426 2/2 [==============================] - 0s 17ms/step >40, 597/693, d1=0.477, d2=0.497 g=1.651 2/2 [==============================] - 0s 18ms/step >40, 598/693, d1=0.658, d2=0.410 g=1.556 2/2 [==============================] - 0s 17ms/step >40, 599/693, d1=0.501, d2=0.497 g=1.493 2/2 [==============================] - 0s 16ms/step >40, 600/693, d1=0.539, d2=0.544 g=1.356 2/2 [==============================] - 0s 16ms/step >40, 601/693, d1=0.542, d2=0.508 g=1.365 2/2 [==============================] - 0s 17ms/step >40, 602/693, d1=0.644, d2=0.458 g=1.333 2/2 [==============================] - 0s 16ms/step >40, 603/693, d1=0.670, d2=0.632 g=1.201 2/2 [==============================] - 0s 16ms/step >40, 604/693, d1=0.519, d2=0.531 g=1.192 2/2 [==============================] - 0s 19ms/step >40, 605/693, d1=0.475, d2=0.541 g=1.346 2/2 [==============================] - 0s 16ms/step >40, 606/693, d1=0.395, d2=0.451 g=1.370 2/2 [==============================] - 0s 16ms/step >40, 607/693, d1=0.633, d2=0.414 g=1.554 2/2 [==============================] - 0s 16ms/step >40, 608/693, d1=0.575, d2=0.542 g=1.494 2/2 [==============================] - 0s 17ms/step >40, 609/693, d1=0.421, d2=0.417 g=1.469 2/2 [==============================] - 0s 17ms/step >40, 610/693, d1=0.449, d2=0.617 g=1.446 2/2 [==============================] - 0s 17ms/step >40, 611/693, d1=0.656, d2=0.516 g=1.383 2/2 [==============================] - 0s 17ms/step >40, 612/693, d1=0.446, d2=0.499 g=1.580 2/2 [==============================] - 0s 16ms/step >40, 613/693, d1=0.596, d2=0.464 g=1.450 2/2 [==============================] - 0s 17ms/step >40, 614/693, d1=0.469, d2=0.436 g=1.348 2/2 [==============================] - 0s 17ms/step >40, 615/693, d1=0.420, d2=0.489 g=1.381 2/2 [==============================] - 0s 17ms/step >40, 616/693, d1=0.540, d2=0.514 g=1.467 2/2 [==============================] - 0s 16ms/step >40, 617/693, d1=0.482, d2=0.427 g=1.277 2/2 [==============================] - 0s 16ms/step >40, 618/693, d1=0.514, d2=0.463 g=1.334 2/2 [==============================] - 0s 18ms/step >40, 619/693, d1=0.562, d2=0.410 g=1.427 2/2 [==============================] - 0s 17ms/step >40, 620/693, d1=0.446, d2=0.564 g=1.357 2/2 [==============================] - 0s 17ms/step >40, 621/693, d1=0.595, d2=0.540 g=1.450 2/2 [==============================] - 0s 15ms/step >40, 622/693, d1=0.576, d2=0.591 g=1.405 2/2 [==============================] - 0s 18ms/step >40, 623/693, d1=0.575, d2=0.522 g=1.407 2/2 [==============================] - 0s 16ms/step >40, 624/693, d1=0.550, d2=0.535 g=1.242 2/2 [==============================] - 0s 17ms/step >40, 625/693, d1=0.445, d2=0.868 g=1.392 2/2 [==============================] - 0s 16ms/step >40, 626/693, d1=0.500, d2=0.461 g=1.594 2/2 [==============================] - 0s 16ms/step >40, 627/693, d1=0.675, d2=0.467 g=1.416 2/2 [==============================] - 0s 17ms/step >40, 628/693, d1=0.551, d2=0.467 g=1.420 2/2 [==============================] - 0s 17ms/step >40, 629/693, d1=0.520, d2=0.466 g=1.329 2/2 [==============================] - 0s 17ms/step >40, 630/693, d1=0.493, d2=0.468 g=1.388 2/2 [==============================] - 0s 17ms/step >40, 631/693, d1=0.484, d2=0.487 g=1.442 2/2 [==============================] - 0s 16ms/step >40, 632/693, d1=0.577, d2=0.620 g=1.360 2/2 [==============================] - 0s 16ms/step >40, 633/693, d1=0.608, d2=0.461 g=1.485 2/2 [==============================] - 0s 17ms/step >40, 634/693, d1=0.571, d2=0.491 g=1.272 2/2 [==============================] - 0s 17ms/step >40, 635/693, d1=0.473, d2=0.493 g=1.303 2/2 [==============================] - 0s 16ms/step >40, 636/693, d1=0.432, d2=0.546 g=1.431 2/2 [==============================] - 0s 17ms/step >40, 637/693, d1=0.551, d2=0.503 g=1.459 2/2 [==============================] - 0s 17ms/step >40, 638/693, d1=0.517, d2=0.441 g=1.351 2/2 [==============================] - 0s 18ms/step >40, 639/693, d1=0.560, d2=0.444 g=1.338 2/2 [==============================] - 0s 16ms/step >40, 640/693, d1=0.549, d2=0.634 g=1.382 2/2 [==============================] - 0s 17ms/step >40, 641/693, d1=0.559, d2=0.552 g=1.344 2/2 [==============================] - 0s 16ms/step >40, 642/693, d1=0.550, d2=0.501 g=1.449 2/2 [==============================] - 0s 18ms/step >40, 643/693, d1=0.435, d2=0.432 g=1.492 2/2 [==============================] - 0s 17ms/step >40, 644/693, d1=0.500, d2=0.659 g=1.464 2/2 [==============================] - 0s 17ms/step >40, 645/693, d1=0.608, d2=0.434 g=1.426 2/2 [==============================] - 0s 16ms/step >40, 646/693, d1=0.618, d2=0.637 g=1.323 2/2 [==============================] - 0s 17ms/step >40, 647/693, d1=0.521, d2=0.453 g=1.276 2/2 [==============================] - 0s 17ms/step >40, 648/693, d1=0.454, d2=0.564 g=1.355 2/2 [==============================] - 0s 17ms/step >40, 649/693, d1=0.565, d2=0.466 g=1.266 2/2 [==============================] - 0s 17ms/step >40, 650/693, d1=0.450, d2=0.556 g=1.404 2/2 [==============================] - 0s 17ms/step >40, 651/693, d1=0.424, d2=0.407 g=1.520 2/2 [==============================] - 0s 16ms/step >40, 652/693, d1=0.515, d2=0.507 g=1.565 2/2 [==============================] - 0s 17ms/step >40, 653/693, d1=0.485, d2=0.498 g=1.480 2/2 [==============================] - 0s 16ms/step >40, 654/693, d1=0.445, d2=0.512 g=1.437 2/2 [==============================] - 0s 16ms/step >40, 655/693, d1=0.623, d2=0.454 g=1.445 2/2 [==============================] - 0s 16ms/step >40, 656/693, d1=0.695, d2=0.425 g=1.343 2/2 [==============================] - 0s 17ms/step >40, 657/693, d1=0.563, d2=0.535 g=1.416 2/2 [==============================] - 0s 17ms/step >40, 658/693, d1=0.474, d2=0.506 g=1.367 2/2 [==============================] - 0s 17ms/step >40, 659/693, d1=0.624, d2=0.572 g=1.318 2/2 [==============================] - 0s 17ms/step >40, 660/693, d1=0.503, d2=0.476 g=1.438 2/2 [==============================] - 0s 17ms/step >40, 661/693, d1=0.505, d2=0.473 g=1.260 2/2 [==============================] - 0s 17ms/step >40, 662/693, d1=0.455, d2=0.512 g=1.373 2/2 [==============================] - 0s 18ms/step >40, 663/693, d1=0.531, d2=0.525 g=1.355 2/2 [==============================] - 0s 17ms/step >40, 664/693, d1=0.521, d2=0.561 g=1.572 2/2 [==============================] - 0s 17ms/step >40, 665/693, d1=0.600, d2=0.397 g=1.652 2/2 [==============================] - 0s 17ms/step >40, 666/693, d1=0.517, d2=0.418 g=1.566 2/2 [==============================] - 0s 17ms/step >40, 667/693, d1=0.426, d2=0.456 g=1.424 2/2 [==============================] - 0s 17ms/step >40, 668/693, d1=0.575, d2=0.512 g=1.359 2/2 [==============================] - 0s 17ms/step >40, 669/693, d1=0.444, d2=0.468 g=1.396 2/2 [==============================] - 0s 17ms/step >40, 670/693, d1=0.598, d2=0.541 g=1.448 2/2 [==============================] - 0s 18ms/step >40, 671/693, d1=0.637, d2=0.445 g=1.328 2/2 [==============================] - 0s 17ms/step >40, 672/693, d1=0.422, d2=0.552 g=1.457 2/2 [==============================] - 0s 17ms/step >40, 673/693, d1=0.469, d2=0.552 g=1.420 2/2 [==============================] - 0s 16ms/step >40, 674/693, d1=0.551, d2=0.517 g=1.391 2/2 [==============================] - 0s 16ms/step >40, 675/693, d1=0.533, d2=0.498 g=1.562 2/2 [==============================] - 0s 16ms/step >40, 676/693, d1=0.552, d2=0.440 g=1.496 2/2 [==============================] - 0s 17ms/step >40, 677/693, d1=0.464, d2=0.540 g=1.428 2/2 [==============================] - 0s 17ms/step >40, 678/693, d1=0.589, d2=0.426 g=1.405 2/2 [==============================] - 0s 17ms/step >40, 679/693, d1=0.537, d2=0.603 g=1.484 2/2 [==============================] - 0s 17ms/step >40, 680/693, d1=0.435, d2=0.445 g=1.396 2/2 [==============================] - 0s 16ms/step >40, 681/693, d1=0.637, d2=0.465 g=1.359 2/2 [==============================] - 0s 17ms/step >40, 682/693, d1=0.482, d2=0.569 g=1.257 2/2 [==============================] - 0s 16ms/step >40, 683/693, d1=0.450, d2=0.515 g=1.512 2/2 [==============================] - 0s 16ms/step >40, 684/693, d1=0.564, d2=0.602 g=1.452 2/2 [==============================] - 0s 16ms/step >40, 685/693, d1=0.658, d2=0.488 g=1.419 2/2 [==============================] - 0s 18ms/step >40, 686/693, d1=0.653, d2=0.498 g=1.310 2/2 [==============================] - 0s 16ms/step >40, 687/693, d1=0.447, d2=0.489 g=1.383 2/2 [==============================] - 0s 17ms/step >40, 688/693, d1=0.522, d2=0.487 g=1.339 2/2 [==============================] - 0s 16ms/step >40, 689/693, d1=0.520, d2=0.541 g=1.516 2/2 [==============================] - 0s 17ms/step >40, 690/693, d1=0.546, d2=0.476 g=1.324 2/2 [==============================] - 0s 17ms/step >40, 691/693, d1=0.558, d2=0.551 g=1.245 2/2 [==============================] - 0s 17ms/step >40, 692/693, d1=0.409, d2=0.449 g=1.339 2/2 [==============================] - 0s 16ms/step >40, 693/693, d1=0.491, d2=0.619 g=1.362 5/5 [==============================] - 0s 17ms/step >Accuracy real: 73%, fake: 86% >SSIM score: 0.1148 WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model. 5/5 [==============================] - 0s 17ms/step 2/2 [==============================] - 0s 16ms/step >41, 1/693, d1=0.575, d2=0.494 g=1.391 2/2 [==============================] - 0s 17ms/step >41, 2/693, d1=0.499, d2=0.431 g=1.462 2/2 [==============================] - 0s 17ms/step >41, 3/693, d1=0.501, d2=0.525 g=1.539 2/2 [==============================] - 0s 16ms/step >41, 4/693, d1=0.565, d2=0.536 g=1.356 2/2 [==============================] - 0s 17ms/step >41, 5/693, d1=0.526, d2=0.520 g=1.361 2/2 [==============================] - 0s 17ms/step >41, 6/693, d1=0.544, d2=0.520 g=1.530 2/2 [==============================] - 0s 17ms/step >41, 7/693, d1=0.598, d2=0.443 g=1.381 2/2 [==============================] - 0s 17ms/step >41, 8/693, d1=0.466, d2=0.539 g=1.513 2/2 [==============================] - 0s 16ms/step >41, 9/693, d1=0.525, d2=0.404 g=1.417 2/2 [==============================] - 0s 18ms/step >41, 10/693, d1=0.456, d2=0.467 g=1.396 2/2 [==============================] - 0s 16ms/step >41, 11/693, d1=0.489, d2=0.505 g=1.347 2/2 [==============================] - 0s 17ms/step >41, 12/693, d1=0.426, d2=0.438 g=1.516 2/2 [==============================] - 0s 16ms/step >41, 13/693, d1=0.569, d2=0.505 g=1.420 2/2 [==============================] - 0s 17ms/step >41, 14/693, d1=0.416, d2=0.438 g=1.443 2/2 [==============================] - 0s 16ms/step >41, 15/693, d1=0.459, d2=0.511 g=1.476 2/2 [==============================] - 0s 16ms/step >41, 16/693, d1=0.552, d2=0.386 g=1.462 2/2 [==============================] - 0s 16ms/step >41, 17/693, d1=0.589, d2=0.546 g=1.276 2/2 [==============================] - 0s 17ms/step >41, 18/693, d1=0.435, d2=0.448 g=1.419 2/2 [==============================] - 0s 17ms/step >41, 19/693, d1=0.540, d2=0.520 g=1.554 2/2 [==============================] - 0s 16ms/step >41, 20/693, d1=0.554, d2=0.441 g=1.441 2/2 [==============================] - 0s 17ms/step >41, 21/693, d1=0.483, d2=0.482 g=1.452 2/2 [==============================] - 0s 17ms/step >41, 22/693, d1=0.455, d2=0.593 g=1.470 2/2 [==============================] - 0s 17ms/step >41, 23/693, d1=0.513, d2=0.554 g=1.507 2/2 [==============================] - 0s 17ms/step >41, 24/693, d1=0.489, d2=0.447 g=1.636 2/2 [==============================] - 0s 18ms/step >41, 25/693, d1=0.612, d2=0.423 g=1.463 2/2 [==============================] - 0s 17ms/step >41, 26/693, d1=0.472, d2=0.477 g=1.543 2/2 [==============================] - 0s 17ms/step >41, 27/693, d1=0.571, d2=0.569 g=1.574 2/2 [==============================] - 0s 17ms/step >41, 28/693, d1=0.437, d2=0.681 g=1.575 2/2 [==============================] - 0s 15ms/step >41, 29/693, d1=0.556, d2=0.445 g=1.483 2/2 [==============================] - 0s 17ms/step >41, 30/693, d1=0.523, d2=0.358 g=1.423 2/2 [==============================] - 0s 16ms/step >41, 31/693, d1=0.498, d2=0.602 g=1.341 2/2 [==============================] - 0s 18ms/step >41, 32/693, d1=0.631, d2=0.458 g=1.374 2/2 [==============================] - 0s 16ms/step >41, 33/693, d1=0.548, d2=0.473 g=1.458 2/2 [==============================] - 0s 16ms/step >41, 34/693, d1=0.475, d2=0.481 g=1.592 2/2 [==============================] - 0s 17ms/step >41, 35/693, d1=0.526, d2=0.502 g=1.478 2/2 [==============================] - 0s 17ms/step >41, 36/693, d1=0.609, d2=0.450 g=1.401 2/2 [==============================] - 0s 17ms/step >41, 37/693, d1=0.616, d2=0.492 g=1.370 2/2 [==============================] - 0s 17ms/step >41, 38/693, d1=0.455, d2=0.619 g=1.436 2/2 [==============================] - 0s 16ms/step >41, 39/693, d1=0.555, d2=0.434 g=1.429 2/2 [==============================] - 0s 18ms/step >41, 40/693, d1=0.579, d2=0.465 g=1.590 2/2 [==============================] - 0s 17ms/step >41, 41/693, d1=0.515, d2=0.465 g=1.409 2/2 [==============================] - 0s 18ms/step >41, 42/693, d1=0.504, d2=0.571 g=1.367 2/2 [==============================] - 0s 16ms/step >41, 43/693, d1=0.435, d2=0.441 g=1.338 2/2 [==============================] - 0s 17ms/step >41, 44/693, d1=0.538, d2=0.514 g=1.406 2/2 [==============================] - 0s 17ms/step >41, 45/693, d1=0.491, d2=0.490 g=1.423 2/2 [==============================] - 0s 17ms/step >41, 46/693, d1=0.413, d2=0.486 g=1.474 2/2 [==============================] - 0s 20ms/step >41, 47/693, d1=0.570, d2=0.523 g=1.544 2/2 [==============================] - 0s 17ms/step >41, 48/693, d1=0.526, d2=0.513 g=1.533 2/2 [==============================] - 0s 17ms/step >41, 49/693, d1=0.679, d2=0.446 g=1.365 2/2 [==============================] - 0s 16ms/step >41, 50/693, d1=0.589, d2=0.495 g=1.475 2/2 [==============================] - 0s 16ms/step >41, 51/693, d1=0.547, d2=0.512 g=1.407 2/2 [==============================] - 0s 18ms/step >41, 52/693, d1=0.470, d2=0.482 g=1.377 2/2 [==============================] - 0s 16ms/step >41, 53/693, d1=0.508, d2=0.479 g=1.359 2/2 [==============================] - 0s 17ms/step >41, 54/693, d1=0.489, d2=0.692 g=1.496 2/2 [==============================] - 0s 16ms/step >41, 55/693, d1=0.560, d2=0.361 g=1.455 2/2 [==============================] - 0s 17ms/step >41, 56/693, d1=0.487, d2=0.499 g=1.522 2/2 [==============================] - 0s 17ms/step >41, 57/693, d1=0.483, d2=0.538 g=1.572 2/2 [==============================] - 0s 16ms/step >41, 58/693, d1=0.623, d2=0.485 g=1.225 2/2 [==============================] - 0s 17ms/step >41, 59/693, d1=0.488, d2=0.514 g=1.421 2/2 [==============================] - 0s 17ms/step >41, 60/693, d1=0.552, d2=0.481 g=1.425 2/2 [==============================] - 0s 17ms/step >41, 61/693, d1=0.579, d2=0.506 g=1.661 2/2 [==============================] - 0s 16ms/step >41, 62/693, d1=0.595, d2=0.533 g=1.304 2/2 [==============================] - 0s 18ms/step >41, 63/693, d1=0.574, d2=0.460 g=1.378 2/2 [==============================] - 0s 16ms/step >41, 64/693, d1=0.437, d2=0.526 g=1.402 2/2 [==============================] - 0s 17ms/step >41, 65/693, d1=0.424, d2=0.681 g=1.313 2/2 [==============================] - 0s 18ms/step >41, 66/693, d1=0.670, d2=0.510 g=1.417 2/2 [==============================] - 0s 17ms/step >41, 67/693, d1=0.470, d2=0.425 g=1.535 2/2 [==============================] - 0s 18ms/step >41, 68/693, d1=0.611, d2=0.497 g=1.364 2/2 [==============================] - 0s 18ms/step >41, 69/693, d1=0.472, d2=0.490 g=1.432 2/2 [==============================] - 0s 17ms/step >41, 70/693, d1=0.544, d2=0.495 g=1.453 2/2 [==============================] - 0s 16ms/step >41, 71/693, d1=0.449, d2=0.595 g=1.546 2/2 [==============================] - 0s 16ms/step >41, 72/693, d1=0.552, d2=0.462 g=1.564 2/2 [==============================] - 0s 18ms/step >41, 73/693, d1=0.519, d2=0.438 g=1.501 2/2 [==============================] - 0s 17ms/step >41, 74/693, d1=0.587, d2=0.603 g=1.346 2/2 [==============================] - 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0s 17ms/step >41, 86/693, d1=0.559, d2=0.524 g=1.300 2/2 [==============================] - 0s 17ms/step >41, 87/693, d1=0.431, d2=0.462 g=1.381 2/2 [==============================] - 0s 17ms/step >41, 88/693, d1=0.405, d2=0.581 g=1.344 2/2 [==============================] - 0s 17ms/step >41, 89/693, d1=0.567, d2=0.543 g=1.421 2/2 [==============================] - 0s 16ms/step >41, 90/693, d1=0.539, d2=0.458 g=1.392 2/2 [==============================] - 0s 16ms/step >41, 91/693, d1=0.650, d2=0.558 g=1.247 2/2 [==============================] - 0s 17ms/step >41, 92/693, d1=0.537, d2=0.590 g=1.348 2/2 [==============================] - 0s 16ms/step >41, 93/693, d1=0.461, d2=0.518 g=1.379 2/2 [==============================] - 0s 17ms/step >41, 94/693, d1=0.533, d2=0.467 g=1.341 2/2 [==============================] - 0s 16ms/step >41, 95/693, d1=0.563, d2=0.461 g=1.406 2/2 [==============================] - 0s 16ms/step >41, 96/693, d1=0.562, d2=0.550 g=1.355 2/2 [==============================] - 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0s 18ms/step >41, 207/693, d1=0.420, d2=0.397 g=1.684 2/2 [==============================] - 0s 17ms/step >41, 208/693, d1=0.636, d2=0.494 g=1.441 2/2 [==============================] - 0s 16ms/step >41, 209/693, d1=0.513, d2=0.456 g=1.464 2/2 [==============================] - 0s 17ms/step >41, 210/693, d1=0.579, d2=0.513 g=1.414 2/2 [==============================] - 0s 17ms/step >41, 211/693, d1=0.412, d2=0.454 g=1.463 2/2 [==============================] - 0s 17ms/step >41, 212/693, d1=0.538, d2=0.486 g=1.328 2/2 [==============================] - 0s 17ms/step >41, 213/693, d1=0.464, d2=0.424 g=1.248 2/2 [==============================] - 0s 16ms/step >41, 214/693, d1=0.503, d2=0.588 g=1.522 2/2 [==============================] - 0s 16ms/step >41, 215/693, d1=0.488, d2=0.452 g=1.408 2/2 [==============================] - 0s 17ms/step >41, 216/693, d1=0.477, d2=0.438 g=1.627 2/2 [==============================] - 0s 18ms/step >41, 217/693, d1=0.480, d2=0.578 g=1.494 2/2 [==============================] - 0s 16ms/step >41, 218/693, d1=0.463, d2=0.494 g=1.726 2/2 [==============================] - 0s 16ms/step >41, 219/693, d1=0.615, d2=0.553 g=1.576 2/2 [==============================] - 0s 17ms/step >41, 220/693, d1=0.480, d2=0.434 g=1.703 2/2 [==============================] - 0s 17ms/step >41, 221/693, d1=0.437, d2=0.414 g=1.523 2/2 [==============================] - 0s 17ms/step >41, 222/693, d1=0.540, d2=0.419 g=1.521 2/2 [==============================] - 0s 18ms/step >41, 223/693, d1=0.513, d2=0.554 g=1.450 2/2 [==============================] - 0s 17ms/step >41, 224/693, d1=0.653, d2=0.460 g=1.338 2/2 [==============================] - 0s 17ms/step >41, 225/693, d1=0.528, d2=0.496 g=1.188 2/2 [==============================] - 0s 17ms/step >41, 226/693, d1=0.475, d2=0.610 g=1.331 2/2 [==============================] - 0s 16ms/step >41, 227/693, d1=0.437, d2=0.413 g=1.385 2/2 [==============================] - 0s 17ms/step >41, 228/693, d1=0.469, d2=0.444 g=1.583 2/2 [==============================] - 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0s 17ms/step >41, 240/693, d1=0.427, d2=0.488 g=1.441 2/2 [==============================] - 0s 16ms/step >41, 241/693, d1=0.486, d2=0.472 g=1.351 2/2 [==============================] - 0s 17ms/step >41, 242/693, d1=0.626, d2=0.471 g=1.493 2/2 [==============================] - 0s 17ms/step >41, 243/693, d1=0.483, d2=0.439 g=1.378 2/2 [==============================] - 0s 16ms/step >41, 244/693, d1=0.700, d2=0.470 g=1.408 2/2 [==============================] - 0s 17ms/step >41, 245/693, d1=0.437, d2=0.595 g=1.337 2/2 [==============================] - 0s 16ms/step >41, 246/693, d1=0.462, d2=0.477 g=1.309 2/2 [==============================] - 0s 16ms/step >41, 247/693, d1=0.605, d2=0.527 g=1.443 2/2 [==============================] - 0s 16ms/step >41, 248/693, d1=0.563, d2=0.536 g=1.387 2/2 [==============================] - 0s 18ms/step >41, 249/693, d1=0.528, d2=0.572 g=1.398 2/2 [==============================] - 0s 17ms/step >41, 250/693, d1=0.615, d2=0.479 g=1.451 2/2 [==============================] - 0s 17ms/step >41, 251/693, d1=0.437, d2=0.451 g=1.478 2/2 [==============================] - 0s 16ms/step >41, 252/693, d1=0.600, d2=0.471 g=1.540 2/2 [==============================] - 0s 18ms/step >41, 253/693, d1=0.540, d2=0.447 g=1.353 2/2 [==============================] - 0s 17ms/step >41, 254/693, d1=0.594, d2=0.655 g=1.383 2/2 [==============================] - 0s 17ms/step >41, 255/693, d1=0.521, d2=0.408 g=1.484 2/2 [==============================] - 0s 16ms/step >41, 256/693, d1=0.643, d2=0.591 g=1.344 2/2 [==============================] - 0s 17ms/step >41, 257/693, d1=0.477, d2=0.579 g=1.394 2/2 [==============================] - 0s 17ms/step >41, 258/693, d1=0.578, d2=0.499 g=1.409 2/2 [==============================] - 0s 16ms/step >41, 259/693, d1=0.561, d2=0.433 g=1.520 2/2 [==============================] - 0s 17ms/step >41, 260/693, d1=0.507, d2=0.512 g=1.186 2/2 [==============================] - 0s 17ms/step >41, 261/693, d1=0.478, d2=0.582 g=1.387 2/2 [==============================] - 0s 18ms/step >41, 262/693, d1=0.590, d2=0.460 g=1.372 2/2 [==============================] - 0s 18ms/step >41, 263/693, d1=0.494, d2=0.489 g=1.487 2/2 [==============================] - 0s 18ms/step >41, 264/693, d1=0.631, d2=0.423 g=1.380 2/2 [==============================] - 0s 17ms/step >41, 265/693, d1=0.393, d2=0.565 g=1.459 2/2 [==============================] - 0s 17ms/step >41, 266/693, d1=0.453, d2=0.500 g=1.445 2/2 [==============================] - 0s 18ms/step >41, 267/693, d1=0.597, d2=0.453 g=1.355 2/2 [==============================] - 0s 17ms/step >41, 268/693, d1=0.540, d2=0.493 g=1.417 2/2 [==============================] - 0s 17ms/step >41, 269/693, d1=0.438, d2=0.514 g=1.454 2/2 [==============================] - 0s 17ms/step >41, 270/693, d1=0.688, d2=0.563 g=1.462 2/2 [==============================] - 0s 17ms/step >41, 271/693, d1=0.569, d2=0.487 g=1.442 2/2 [==============================] - 0s 17ms/step >41, 272/693, d1=0.485, d2=0.494 g=1.352 2/2 [==============================] - 0s 17ms/step >41, 273/693, d1=0.418, d2=0.443 g=1.353 2/2 [==============================] - 0s 17ms/step >41, 274/693, d1=0.489, d2=0.591 g=1.355 2/2 [==============================] - 0s 17ms/step >41, 275/693, d1=0.514, d2=0.495 g=1.462 2/2 [==============================] - 0s 17ms/step >41, 276/693, d1=0.462, d2=0.357 g=1.500 2/2 [==============================] - 0s 17ms/step >41, 277/693, d1=0.505, d2=0.412 g=1.343 2/2 [==============================] - 0s 18ms/step >41, 278/693, d1=0.517, d2=0.742 g=1.446 2/2 [==============================] - 0s 18ms/step >41, 279/693, d1=0.659, d2=0.443 g=1.462 2/2 [==============================] - 0s 19ms/step >41, 280/693, d1=0.533, d2=0.531 g=1.268 2/2 [==============================] - 0s 20ms/step >41, 281/693, d1=0.493, d2=0.577 g=1.441 2/2 [==============================] - 0s 18ms/step >41, 282/693, d1=0.414, d2=0.417 g=1.513 2/2 [==============================] - 0s 20ms/step >41, 283/693, d1=0.387, d2=0.557 g=1.563 2/2 [==============================] - 0s 17ms/step >41, 284/693, d1=0.606, d2=0.458 g=1.537 2/2 [==============================] - 0s 16ms/step >41, 285/693, d1=0.638, d2=0.454 g=1.514 2/2 [==============================] - 0s 17ms/step >41, 286/693, d1=0.529, d2=0.584 g=1.309 2/2 [==============================] - 0s 18ms/step >41, 287/693, d1=0.450, d2=0.550 g=1.412 2/2 [==============================] - 0s 16ms/step >41, 288/693, d1=0.449, d2=0.407 g=1.489 2/2 [==============================] - 0s 17ms/step >41, 289/693, d1=0.528, d2=0.377 g=1.455 2/2 [==============================] - 0s 17ms/step >41, 290/693, d1=0.505, d2=0.534 g=1.461 2/2 [==============================] - 0s 17ms/step >41, 291/693, d1=0.451, d2=0.535 g=1.527 2/2 [==============================] - 0s 17ms/step >41, 292/693, d1=0.571, d2=0.492 g=1.418 2/2 [==============================] - 0s 17ms/step >41, 293/693, d1=0.545, d2=0.415 g=1.279 2/2 [==============================] - 0s 16ms/step >41, 294/693, d1=0.465, d2=0.528 g=1.402 2/2 [==============================] - 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0s 18ms/step >41, 306/693, d1=0.635, d2=0.539 g=1.297 2/2 [==============================] - 0s 17ms/step >41, 307/693, d1=0.480, d2=0.688 g=1.258 2/2 [==============================] - 0s 18ms/step >41, 308/693, d1=0.477, d2=0.538 g=1.710 2/2 [==============================] - 0s 17ms/step >41, 309/693, d1=0.701, d2=0.441 g=1.473 2/2 [==============================] - 0s 17ms/step >41, 310/693, d1=0.490, d2=0.424 g=1.473 2/2 [==============================] - 0s 16ms/step >41, 311/693, d1=0.450, d2=0.480 g=1.602 2/2 [==============================] - 0s 17ms/step >41, 312/693, d1=0.468, d2=0.492 g=1.517 2/2 [==============================] - 0s 18ms/step >41, 313/693, d1=0.460, d2=0.467 g=1.631 2/2 [==============================] - 0s 17ms/step >41, 314/693, d1=0.617, d2=0.496 g=1.449 2/2 [==============================] - 0s 17ms/step >41, 315/693, d1=0.614, d2=0.501 g=1.322 2/2 [==============================] - 0s 17ms/step >41, 316/693, d1=0.551, d2=0.513 g=1.382 2/2 [==============================] - 0s 17ms/step >41, 317/693, d1=0.481, d2=0.516 g=1.287 2/2 [==============================] - 0s 16ms/step >41, 318/693, d1=0.565, d2=0.465 g=1.336 2/2 [==============================] - 0s 17ms/step >41, 319/693, d1=0.477, d2=0.676 g=1.521 2/2 [==============================] - 0s 16ms/step >41, 320/693, d1=0.506, d2=0.497 g=1.416 2/2 [==============================] - 0s 18ms/step >41, 321/693, d1=0.530, d2=0.476 g=1.695 2/2 [==============================] - 0s 16ms/step >41, 322/693, d1=0.472, d2=0.354 g=1.527 2/2 [==============================] - 0s 17ms/step >41, 323/693, d1=0.437, d2=0.432 g=1.529 2/2 [==============================] - 0s 17ms/step >41, 324/693, d1=0.691, d2=0.576 g=1.369 2/2 [==============================] - 0s 17ms/step >41, 325/693, d1=0.415, d2=0.499 g=1.492 2/2 [==============================] - 0s 17ms/step >41, 326/693, d1=0.625, d2=0.495 g=1.423 2/2 [==============================] - 0s 16ms/step >41, 327/693, d1=0.530, d2=0.618 g=1.436 2/2 [==============================] - 0s 17ms/step >41, 328/693, d1=0.500, d2=0.487 g=1.468 2/2 [==============================] - 0s 17ms/step >41, 329/693, d1=0.560, d2=0.467 g=1.522 2/2 [==============================] - 0s 17ms/step >41, 330/693, d1=0.591, d2=0.520 g=1.556 2/2 [==============================] - 0s 18ms/step >41, 331/693, d1=0.443, d2=0.578 g=1.378 2/2 [==============================] - 0s 19ms/step >41, 332/693, d1=0.481, d2=0.468 g=1.458 2/2 [==============================] - 0s 17ms/step >41, 333/693, d1=0.557, d2=0.485 g=1.531 2/2 [==============================] - 0s 18ms/step >41, 334/693, d1=0.634, d2=0.523 g=1.500 2/2 [==============================] - 0s 17ms/step >41, 335/693, d1=0.544, d2=0.440 g=1.529 2/2 [==============================] - 0s 20ms/step >41, 336/693, d1=0.465, d2=0.416 g=1.460 2/2 [==============================] - 0s 18ms/step >41, 337/693, d1=0.520, d2=0.476 g=1.477 2/2 [==============================] - 0s 20ms/step >41, 338/693, d1=0.478, d2=0.524 g=1.460 2/2 [==============================] - 0s 19ms/step >41, 339/693, d1=0.500, d2=0.522 g=1.397 2/2 [==============================] - 0s 19ms/step >41, 340/693, d1=0.530, d2=0.480 g=1.528 2/2 [==============================] - 0s 17ms/step >41, 341/693, d1=0.550, d2=0.541 g=1.492 2/2 [==============================] - 0s 20ms/step >41, 342/693, d1=0.594, d2=0.618 g=1.573 2/2 [==============================] - 0s 19ms/step >41, 343/693, d1=0.591, d2=0.502 g=1.383 2/2 [==============================] - 0s 18ms/step >41, 344/693, d1=0.617, d2=0.444 g=1.334 2/2 [==============================] - 0s 18ms/step >41, 345/693, d1=0.498, d2=0.488 g=1.547 2/2 [==============================] - 0s 20ms/step >41, 346/693, d1=0.479, d2=0.659 g=1.462 2/2 [==============================] - 0s 19ms/step >41, 347/693, d1=0.446, d2=0.524 g=1.516 2/2 [==============================] - 0s 19ms/step >41, 348/693, d1=0.594, d2=0.522 g=1.616 2/2 [==============================] - 0s 17ms/step >41, 349/693, d1=0.555, d2=0.449 g=1.560 2/2 [==============================] - 0s 20ms/step >41, 350/693, d1=0.560, d2=0.427 g=1.544 2/2 [==============================] - 0s 19ms/step >41, 351/693, d1=0.438, d2=0.494 g=1.374 2/2 [==============================] - 0s 16ms/step >41, 352/693, d1=0.608, d2=0.487 g=1.494 2/2 [==============================] - 0s 17ms/step >41, 353/693, d1=0.385, d2=0.534 g=1.371 2/2 [==============================] - 0s 17ms/step >41, 354/693, d1=0.491, d2=0.509 g=1.398 2/2 [==============================] - 0s 20ms/step >41, 355/693, d1=0.555, d2=0.410 g=1.484 2/2 [==============================] - 0s 21ms/step >41, 356/693, d1=0.447, d2=0.479 g=1.409 2/2 [==============================] - 0s 18ms/step >41, 357/693, d1=0.553, d2=0.522 g=1.446 2/2 [==============================] - 0s 15ms/step >41, 358/693, d1=0.592, d2=0.506 g=1.370 2/2 [==============================] - 0s 17ms/step >41, 359/693, d1=0.426, d2=0.495 g=1.281 2/2 [==============================] - 0s 17ms/step >41, 360/693, d1=0.563, d2=0.450 g=1.475 2/2 [==============================] - 0s 17ms/step >41, 361/693, d1=0.414, d2=0.551 g=1.340 2/2 [==============================] - 0s 17ms/step >41, 362/693, d1=0.549, d2=0.472 g=1.370 2/2 [==============================] - 0s 17ms/step >41, 363/693, d1=0.536, d2=0.480 g=1.380 2/2 [==============================] - 0s 17ms/step >41, 364/693, d1=0.512, d2=0.588 g=1.311 2/2 [==============================] - 0s 20ms/step >41, 365/693, d1=0.574, d2=0.458 g=1.392 2/2 [==============================] - 0s 20ms/step >41, 366/693, d1=0.529, d2=0.556 g=1.352 2/2 [==============================] - 0s 20ms/step >41, 367/693, d1=0.493, d2=0.570 g=1.405 2/2 [==============================] - 0s 16ms/step >41, 368/693, d1=0.577, d2=0.410 g=1.325 2/2 [==============================] - 0s 17ms/step >41, 369/693, d1=0.515, d2=0.632 g=1.518 2/2 [==============================] - 0s 16ms/step >41, 370/693, d1=0.514, d2=0.399 g=1.434 2/2 [==============================] - 0s 19ms/step >41, 371/693, d1=0.490, d2=0.581 g=1.467 2/2 [==============================] - 0s 20ms/step >41, 372/693, d1=0.628, d2=0.349 g=1.325 2/2 [==============================] - 0s 18ms/step >41, 373/693, d1=0.518, d2=0.461 g=1.288 2/2 [==============================] - 0s 17ms/step >41, 374/693, d1=0.625, d2=0.530 g=1.285 2/2 [==============================] - 0s 17ms/step >41, 375/693, d1=0.405, d2=0.515 g=1.408 2/2 [==============================] - 0s 16ms/step >41, 376/693, d1=0.613, d2=0.542 g=1.422 2/2 [==============================] - 0s 19ms/step >41, 377/693, d1=0.578, d2=0.525 g=1.477 2/2 [==============================] - 0s 17ms/step >41, 378/693, d1=0.575, d2=0.461 g=1.526 2/2 [==============================] - 0s 18ms/step >41, 379/693, d1=0.465, d2=0.499 g=1.369 2/2 [==============================] - 0s 19ms/step >41, 380/693, d1=0.578, d2=0.577 g=1.252 2/2 [==============================] - 0s 19ms/step >41, 381/693, d1=0.365, d2=0.518 g=1.401 2/2 [==============================] - 0s 16ms/step >41, 382/693, d1=0.541, d2=0.335 g=1.494 2/2 [==============================] - 0s 19ms/step >41, 383/693, d1=0.443, d2=0.469 g=1.286 2/2 [==============================] - 0s 17ms/step >41, 384/693, d1=0.572, d2=0.527 g=1.389 2/2 [==============================] - 0s 18ms/step >41, 385/693, d1=0.448, d2=0.448 g=1.503 2/2 [==============================] - 0s 17ms/step >41, 386/693, d1=0.628, d2=0.686 g=1.517 2/2 [==============================] - 0s 16ms/step >41, 387/693, d1=0.547, d2=0.501 g=1.562 2/2 [==============================] - 0s 17ms/step >41, 388/693, d1=0.563, d2=0.492 g=1.430 2/2 [==============================] - 0s 17ms/step >41, 389/693, d1=0.570, d2=0.446 g=1.542 2/2 [==============================] - 0s 17ms/step >41, 390/693, d1=0.601, d2=0.603 g=1.371 2/2 [==============================] - 0s 17ms/step >41, 391/693, d1=0.512, d2=0.531 g=1.469 2/2 [==============================] - 0s 17ms/step >41, 392/693, d1=0.543, d2=0.449 g=1.414 2/2 [==============================] - 0s 16ms/step >41, 393/693, d1=0.547, d2=0.495 g=1.263 2/2 [==============================] - 0s 17ms/step >41, 394/693, d1=0.490, d2=0.521 g=1.557 2/2 [==============================] - 0s 17ms/step >41, 395/693, d1=0.452, d2=0.515 g=1.358 2/2 [==============================] - 0s 16ms/step >41, 396/693, d1=0.506, d2=0.521 g=1.617 2/2 [==============================] - 0s 17ms/step >41, 397/693, d1=0.558, d2=0.474 g=1.514 2/2 [==============================] - 0s 18ms/step >41, 398/693, d1=0.544, d2=0.453 g=1.547 2/2 [==============================] - 0s 17ms/step >41, 399/693, d1=0.438, d2=0.418 g=1.469 2/2 [==============================] - 0s 16ms/step >41, 400/693, d1=0.469, d2=0.461 g=1.381 2/2 [==============================] - 0s 16ms/step >41, 401/693, d1=0.507, d2=0.471 g=1.425 2/2 [==============================] - 0s 17ms/step >41, 402/693, d1=0.469, d2=0.462 g=1.639 2/2 [==============================] - 0s 16ms/step >41, 403/693, d1=0.560, d2=0.479 g=1.530 2/2 [==============================] - 0s 16ms/step >41, 404/693, d1=0.579, d2=0.441 g=1.470 2/2 [==============================] - 0s 17ms/step >41, 405/693, d1=0.461, d2=0.416 g=1.383 2/2 [==============================] - 0s 16ms/step >41, 406/693, d1=0.504, d2=0.552 g=1.501 2/2 [==============================] - 0s 17ms/step >41, 407/693, d1=0.521, d2=0.515 g=1.277 2/2 [==============================] - 0s 16ms/step >41, 408/693, d1=0.534, d2=0.512 g=1.499 2/2 [==============================] - 0s 17ms/step >41, 409/693, d1=0.493, d2=0.529 g=1.359 2/2 [==============================] - 0s 16ms/step >41, 410/693, d1=0.513, d2=0.579 g=1.431 2/2 [==============================] - 0s 17ms/step >41, 411/693, d1=0.651, d2=0.515 g=1.356 2/2 [==============================] - 0s 17ms/step >41, 412/693, d1=0.481, d2=0.452 g=1.511 2/2 [==============================] - 0s 17ms/step >41, 413/693, d1=0.458, d2=0.571 g=1.558 2/2 [==============================] - 0s 17ms/step >41, 414/693, d1=0.621, d2=0.499 g=1.390 2/2 [==============================] - 0s 16ms/step >41, 415/693, d1=0.565, d2=0.623 g=1.452 2/2 [==============================] - 0s 18ms/step >41, 416/693, d1=0.474, d2=0.450 g=1.412 2/2 [==============================] - 0s 17ms/step >41, 417/693, d1=0.674, d2=0.559 g=1.233 2/2 [==============================] - 0s 17ms/step >41, 418/693, d1=0.551, d2=0.558 g=1.330 2/2 [==============================] - 0s 17ms/step >41, 419/693, d1=0.482, d2=0.516 g=1.434 2/2 [==============================] - 0s 17ms/step >41, 420/693, d1=0.538, d2=0.508 g=1.460 2/2 [==============================] - 0s 17ms/step >41, 421/693, d1=0.612, d2=0.484 g=1.313 2/2 [==============================] - 0s 16ms/step >41, 422/693, d1=0.534, d2=0.482 g=1.316 2/2 [==============================] - 0s 17ms/step >41, 423/693, d1=0.587, d2=0.438 g=1.371 2/2 [==============================] - 0s 16ms/step >41, 424/693, d1=0.524, d2=0.525 g=1.404 2/2 [==============================] - 0s 16ms/step >41, 425/693, d1=0.571, d2=0.481 g=1.300 2/2 [==============================] - 0s 17ms/step >41, 426/693, d1=0.464, d2=0.401 g=1.230 2/2 [==============================] - 0s 17ms/step >41, 427/693, d1=0.469, d2=0.678 g=1.265 2/2 [==============================] - 0s 17ms/step >41, 428/693, d1=0.416, d2=0.477 g=1.436 2/2 [==============================] - 0s 17ms/step >41, 429/693, d1=0.506, d2=0.463 g=1.516 2/2 [==============================] - 0s 17ms/step >41, 430/693, d1=0.569, d2=0.425 g=1.396 2/2 [==============================] - 0s 16ms/step >41, 431/693, d1=0.464, d2=0.495 g=1.341 2/2 [==============================] - 0s 17ms/step >41, 432/693, d1=0.519, d2=0.546 g=1.636 2/2 [==============================] - 0s 17ms/step >41, 433/693, d1=0.583, d2=0.540 g=1.388 2/2 [==============================] - 0s 16ms/step >41, 434/693, d1=0.514, d2=0.458 g=1.447 2/2 [==============================] - 0s 17ms/step >41, 435/693, d1=0.576, d2=0.524 g=1.352 2/2 [==============================] - 0s 16ms/step >41, 436/693, d1=0.478, d2=0.546 g=1.363 2/2 [==============================] - 0s 17ms/step >41, 437/693, d1=0.587, d2=0.497 g=1.384 2/2 [==============================] - 0s 16ms/step >41, 438/693, d1=0.518, d2=0.441 g=1.551 2/2 [==============================] - 0s 17ms/step >41, 439/693, d1=0.619, d2=0.421 g=1.305 2/2 [==============================] - 0s 18ms/step >41, 440/693, d1=0.558, d2=0.509 g=1.282 2/2 [==============================] - 0s 17ms/step >41, 441/693, d1=0.452, d2=0.463 g=1.316 2/2 [==============================] - 0s 17ms/step >41, 442/693, d1=0.510, d2=0.463 g=1.289 2/2 [==============================] - 0s 17ms/step >41, 443/693, d1=0.444, d2=0.599 g=1.348 2/2 [==============================] - 0s 17ms/step >41, 444/693, d1=0.605, d2=0.503 g=1.489 2/2 [==============================] - 0s 16ms/step >41, 445/693, d1=0.520, d2=0.428 g=1.426 2/2 [==============================] - 0s 16ms/step >41, 446/693, d1=0.516, d2=0.503 g=1.417 2/2 [==============================] - 0s 17ms/step >41, 447/693, d1=0.408, d2=0.536 g=1.459 2/2 [==============================] - 0s 16ms/step >41, 448/693, d1=0.540, d2=0.509 g=1.379 2/2 [==============================] - 0s 16ms/step >41, 449/693, d1=0.475, d2=0.594 g=1.391 2/2 [==============================] - 0s 17ms/step >41, 450/693, d1=0.530, d2=0.460 g=1.491 2/2 [==============================] - 0s 18ms/step >41, 451/693, d1=0.676, d2=0.549 g=1.322 2/2 [==============================] - 0s 15ms/step >41, 452/693, d1=0.557, d2=0.526 g=1.452 2/2 [==============================] - 0s 17ms/step >41, 453/693, d1=0.428, d2=0.437 g=1.500 2/2 [==============================] - 0s 16ms/step >41, 454/693, d1=0.537, d2=0.607 g=1.448 2/2 [==============================] - 0s 17ms/step >41, 455/693, d1=0.588, d2=0.479 g=1.633 2/2 [==============================] - 0s 16ms/step >41, 456/693, d1=0.607, d2=0.476 g=1.492 2/2 [==============================] - 0s 17ms/step >41, 457/693, d1=0.525, d2=0.408 g=1.402 2/2 [==============================] - 0s 17ms/step >41, 458/693, d1=0.575, d2=0.453 g=1.440 2/2 [==============================] - 0s 16ms/step >41, 459/693, d1=0.507, d2=0.738 g=1.351 2/2 [==============================] - 0s 16ms/step >41, 460/693, d1=0.523, d2=0.392 g=1.480 2/2 [==============================] - 0s 17ms/step >41, 461/693, d1=0.512, d2=0.486 g=1.596 2/2 [==============================] - 0s 17ms/step >41, 462/693, d1=0.601, d2=0.500 g=1.319 2/2 [==============================] - 0s 16ms/step >41, 463/693, d1=0.586, d2=0.541 g=1.454 2/2 [==============================] - 0s 17ms/step >41, 464/693, d1=0.513, d2=0.438 g=1.292 2/2 [==============================] - 0s 17ms/step >41, 465/693, d1=0.586, d2=0.515 g=1.344 2/2 [==============================] - 0s 17ms/step >41, 466/693, d1=0.491, d2=0.479 g=1.429 2/2 [==============================] - 0s 17ms/step >41, 467/693, d1=0.675, d2=0.521 g=1.293 2/2 [==============================] - 0s 16ms/step >41, 468/693, d1=0.370, d2=0.538 g=1.299 2/2 [==============================] - 0s 16ms/step >41, 469/693, d1=0.500, d2=0.463 g=1.456 2/2 [==============================] - 0s 16ms/step >41, 470/693, d1=0.543, d2=0.474 g=1.502 2/2 [==============================] - 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0s 16ms/step >41, 515/693, d1=0.601, d2=0.477 g=1.339 2/2 [==============================] - 0s 16ms/step >41, 516/693, d1=0.470, d2=0.530 g=1.432 2/2 [==============================] - 0s 16ms/step >41, 517/693, d1=0.615, d2=0.504 g=1.424 2/2 [==============================] - 0s 17ms/step >41, 518/693, d1=0.544, d2=0.482 g=1.443 2/2 [==============================] - 0s 17ms/step >41, 519/693, d1=0.519, d2=0.497 g=1.388 2/2 [==============================] - 0s 16ms/step >41, 520/693, d1=0.557, d2=0.504 g=1.552 2/2 [==============================] - 0s 17ms/step >41, 521/693, d1=0.502, d2=0.416 g=1.399 2/2 [==============================] - 0s 16ms/step >41, 522/693, d1=0.425, d2=0.518 g=1.422 2/2 [==============================] - 0s 19ms/step >41, 523/693, d1=0.573, d2=0.562 g=1.616 2/2 [==============================] - 0s 17ms/step >41, 524/693, d1=0.610, d2=0.571 g=1.512 2/2 [==============================] - 0s 17ms/step >41, 525/693, d1=0.532, d2=0.346 g=1.388 2/2 [==============================] - 0s 16ms/step >41, 526/693, d1=0.453, d2=0.500 g=1.371 2/2 [==============================] - 0s 18ms/step >41, 527/693, d1=0.370, d2=0.586 g=1.439 2/2 [==============================] - 0s 16ms/step >41, 528/693, d1=0.569, d2=0.458 g=1.678 2/2 [==============================] - 0s 16ms/step >41, 529/693, d1=0.606, d2=0.494 g=1.405 2/2 [==============================] - 0s 16ms/step >41, 530/693, d1=0.417, d2=0.422 g=1.542 2/2 [==============================] - 0s 17ms/step >41, 531/693, d1=0.588, d2=0.492 g=1.452 2/2 [==============================] - 0s 17ms/step >41, 532/693, d1=0.373, d2=0.592 g=1.448 2/2 [==============================] - 0s 17ms/step >41, 533/693, d1=0.544, d2=0.581 g=1.654 2/2 [==============================] - 0s 17ms/step >41, 534/693, d1=0.545, d2=0.443 g=1.535 2/2 [==============================] - 0s 18ms/step >41, 535/693, d1=0.509, d2=0.312 g=1.565 2/2 [==============================] - 0s 17ms/step >41, 536/693, d1=0.487, d2=0.537 g=1.506 2/2 [==============================] - 0s 16ms/step >41, 537/693, d1=0.421, d2=0.676 g=1.514 2/2 [==============================] - 0s 16ms/step >41, 538/693, d1=0.448, d2=0.427 g=1.473 2/2 [==============================] - 0s 17ms/step >41, 539/693, d1=0.634, d2=0.537 g=1.518 2/2 [==============================] - 0s 17ms/step >41, 540/693, d1=0.508, d2=0.394 g=1.498 2/2 [==============================] - 0s 16ms/step >41, 541/693, d1=0.398, d2=0.589 g=1.547 2/2 [==============================] - 0s 16ms/step >41, 542/693, d1=0.514, d2=0.455 g=1.583 2/2 [==============================] - 0s 16ms/step >41, 543/693, d1=0.606, d2=0.537 g=1.671 2/2 [==============================] - 0s 16ms/step >41, 544/693, d1=0.695, d2=0.487 g=1.444 2/2 [==============================] - 0s 15ms/step >41, 545/693, d1=0.441, d2=0.436 g=1.393 2/2 [==============================] - 0s 17ms/step >41, 546/693, d1=0.451, d2=0.545 g=1.337 2/2 [==============================] - 0s 17ms/step >41, 547/693, d1=0.547, d2=0.498 g=1.368 2/2 [==============================] - 0s 17ms/step >41, 548/693, d1=0.520, d2=0.451 g=1.604 2/2 [==============================] - 0s 17ms/step >41, 549/693, d1=0.567, d2=0.549 g=1.463 2/2 [==============================] - 0s 17ms/step >41, 550/693, d1=0.649, d2=0.514 g=1.383 2/2 [==============================] - 0s 17ms/step >41, 551/693, d1=0.555, d2=0.475 g=1.415 2/2 [==============================] - 0s 17ms/step >41, 552/693, d1=0.424, d2=0.565 g=1.468 2/2 [==============================] - 0s 17ms/step >41, 553/693, d1=0.529, d2=0.445 g=1.375 2/2 [==============================] - 0s 17ms/step >41, 554/693, d1=0.456, d2=0.339 g=1.500 2/2 [==============================] - 0s 17ms/step >41, 555/693, d1=0.523, d2=0.584 g=1.267 2/2 [==============================] - 0s 17ms/step >41, 556/693, d1=0.505, d2=0.623 g=1.342 2/2 [==============================] - 0s 17ms/step >41, 557/693, d1=0.662, d2=0.550 g=1.469 2/2 [==============================] - 0s 18ms/step >41, 558/693, d1=0.577, d2=0.493 g=1.471 2/2 [==============================] - 0s 16ms/step >41, 559/693, d1=0.639, d2=0.545 g=1.453 2/2 [==============================] - 0s 18ms/step >41, 560/693, d1=0.475, d2=0.523 g=1.324 2/2 [==============================] - 0s 16ms/step >41, 561/693, d1=0.494, d2=0.517 g=1.434 2/2 [==============================] - 0s 18ms/step >41, 562/693, d1=0.429, d2=0.473 g=1.480 2/2 [==============================] - 0s 17ms/step >41, 563/693, d1=0.664, d2=0.500 g=1.430 2/2 [==============================] - 0s 17ms/step >41, 564/693, d1=0.559, d2=0.565 g=1.491 2/2 [==============================] - 0s 17ms/step >41, 565/693, d1=0.540, d2=0.498 g=1.260 2/2 [==============================] - 0s 21ms/step >41, 566/693, d1=0.537, d2=0.592 g=1.404 2/2 [==============================] - 0s 17ms/step >41, 567/693, d1=0.664, d2=0.358 g=1.689 2/2 [==============================] - 0s 18ms/step >41, 568/693, d1=0.502, d2=0.515 g=1.508 2/2 [==============================] - 0s 17ms/step >41, 569/693, d1=0.558, d2=0.423 g=1.403 2/2 [==============================] - 0s 17ms/step >41, 570/693, d1=0.518, d2=0.417 g=1.390 2/2 [==============================] - 0s 17ms/step >41, 571/693, d1=0.483, d2=0.602 g=1.335 2/2 [==============================] - 0s 16ms/step >41, 572/693, d1=0.479, d2=0.536 g=1.523 2/2 [==============================] - 0s 17ms/step >41, 573/693, d1=0.517, d2=0.515 g=1.593 2/2 [==============================] - 0s 17ms/step >41, 574/693, d1=0.523, d2=0.451 g=1.508 2/2 [==============================] - 0s 16ms/step >41, 575/693, d1=0.561, d2=0.458 g=1.411 2/2 [==============================] - 0s 16ms/step >41, 576/693, d1=0.482, d2=0.513 g=1.390 2/2 [==============================] - 0s 17ms/step >41, 577/693, d1=0.367, d2=0.559 g=1.467 2/2 [==============================] - 0s 17ms/step >41, 578/693, d1=0.529, d2=0.466 g=1.580 2/2 [==============================] - 0s 17ms/step >41, 579/693, d1=0.553, d2=0.446 g=1.469 2/2 [==============================] - 0s 16ms/step >41, 580/693, d1=0.481, d2=0.380 g=1.565 2/2 [==============================] - 0s 16ms/step >41, 581/693, d1=0.417, d2=0.479 g=1.349 2/2 [==============================] - 0s 17ms/step >41, 582/693, d1=0.562, d2=0.613 g=1.460 2/2 [==============================] - 0s 17ms/step >41, 583/693, d1=0.550, d2=0.471 g=1.472 2/2 [==============================] - 0s 17ms/step >41, 584/693, d1=0.550, d2=0.508 g=1.354 2/2 [==============================] - 0s 16ms/step >41, 585/693, d1=0.485, d2=0.452 g=1.388 2/2 [==============================] - 0s 17ms/step >41, 586/693, d1=0.643, d2=0.579 g=1.346 2/2 [==============================] - 0s 16ms/step >41, 587/693, d1=0.441, d2=0.561 g=1.491 2/2 [==============================] - 0s 16ms/step >41, 588/693, d1=0.440, d2=0.465 g=1.485 2/2 [==============================] - 0s 17ms/step >41, 589/693, d1=0.589, d2=0.404 g=1.353 2/2 [==============================] - 0s 16ms/step >41, 590/693, d1=0.542, d2=0.508 g=1.402 2/2 [==============================] - 0s 17ms/step >41, 591/693, d1=0.562, d2=0.546 g=1.445 2/2 [==============================] - 0s 16ms/step >41, 592/693, d1=0.602, d2=0.505 g=1.514 2/2 [==============================] - 0s 16ms/step >41, 593/693, d1=0.522, d2=0.580 g=1.470 2/2 [==============================] - 0s 16ms/step >41, 594/693, d1=0.568, d2=0.435 g=1.342 2/2 [==============================] - 0s 21ms/step >41, 595/693, d1=0.489, d2=0.558 g=1.493 2/2 [==============================] - 0s 17ms/step >41, 596/693, d1=0.484, d2=0.504 g=1.424 2/2 [==============================] - 0s 17ms/step >41, 597/693, d1=0.555, d2=0.562 g=1.476 2/2 [==============================] - 0s 16ms/step >41, 598/693, d1=0.582, d2=0.464 g=1.361 2/2 [==============================] - 0s 16ms/step >41, 599/693, d1=0.483, d2=0.511 g=1.335 2/2 [==============================] - 0s 17ms/step >41, 600/693, d1=0.499, d2=0.476 g=1.635 2/2 [==============================] - 0s 17ms/step >41, 601/693, d1=0.580, d2=0.375 g=1.268 2/2 [==============================] - 0s 17ms/step >41, 602/693, d1=0.623, d2=0.586 g=1.377 2/2 [==============================] - 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0s 17ms/step >42, 9/693, d1=0.610, d2=0.477 g=1.336 2/2 [==============================] - 0s 17ms/step >42, 10/693, d1=0.502, d2=0.529 g=1.376 2/2 [==============================] - 0s 17ms/step >42, 11/693, d1=0.577, d2=0.627 g=1.373 2/2 [==============================] - 0s 16ms/step >42, 12/693, d1=0.585, d2=0.492 g=1.539 2/2 [==============================] - 0s 17ms/step >42, 13/693, d1=0.499, d2=0.409 g=1.338 2/2 [==============================] - 0s 17ms/step >42, 14/693, d1=0.518, d2=0.532 g=1.373 2/2 [==============================] - 0s 17ms/step >42, 15/693, d1=0.475, d2=0.428 g=1.181 2/2 [==============================] - 0s 16ms/step >42, 16/693, d1=0.523, d2=0.563 g=1.263 2/2 [==============================] - 0s 19ms/step >42, 17/693, d1=0.568, d2=0.502 g=1.455 2/2 [==============================] - 0s 16ms/step >42, 18/693, d1=0.433, d2=0.447 g=1.374 2/2 [==============================] - 0s 17ms/step >42, 19/693, d1=0.515, d2=0.510 g=1.317 2/2 [==============================] - 0s 17ms/step >42, 20/693, d1=0.551, d2=0.537 g=1.259 2/2 [==============================] - 0s 16ms/step >42, 21/693, d1=0.517, d2=0.564 g=1.453 2/2 [==============================] - 0s 16ms/step >42, 22/693, d1=0.557, d2=0.409 g=1.575 2/2 [==============================] - 0s 16ms/step >42, 23/693, d1=0.619, d2=0.346 g=1.711 2/2 [==============================] - 0s 17ms/step >42, 24/693, d1=0.565, d2=0.391 g=1.460 2/2 [==============================] - 0s 17ms/step >42, 25/693, d1=0.508, d2=0.498 g=1.398 2/2 [==============================] - 0s 17ms/step >42, 26/693, d1=0.381, d2=0.709 g=1.380 2/2 [==============================] - 0s 17ms/step >42, 27/693, d1=0.567, d2=0.486 g=1.480 2/2 [==============================] - 0s 18ms/step >42, 28/693, d1=0.550, d2=0.406 g=1.449 2/2 [==============================] - 0s 17ms/step >42, 29/693, d1=0.507, d2=0.382 g=1.493 2/2 [==============================] - 0s 17ms/step >42, 30/693, d1=0.508, d2=0.441 g=1.377 2/2 [==============================] - 0s 17ms/step >42, 31/693, d1=0.386, d2=0.525 g=1.545 2/2 [==============================] - 0s 17ms/step >42, 32/693, d1=0.463, d2=0.448 g=1.574 2/2 [==============================] - 0s 16ms/step >42, 33/693, d1=0.595, d2=0.459 g=1.581 2/2 [==============================] - 0s 17ms/step >42, 34/693, d1=0.530, d2=0.461 g=1.387 2/2 [==============================] - 0s 17ms/step >42, 35/693, d1=0.487, d2=0.424 g=1.473 2/2 [==============================] - 0s 18ms/step >42, 36/693, d1=0.643, d2=0.484 g=1.476 2/2 [==============================] - 0s 17ms/step >42, 37/693, d1=0.515, d2=0.498 g=1.468 2/2 [==============================] - 0s 17ms/step >42, 38/693, d1=0.726, d2=0.547 g=1.169 2/2 [==============================] - 0s 16ms/step >42, 39/693, d1=0.455, d2=0.641 g=1.337 2/2 [==============================] - 0s 18ms/step >42, 40/693, d1=0.447, d2=0.542 g=1.390 2/2 [==============================] - 0s 17ms/step >42, 41/693, d1=0.471, d2=0.385 g=1.515 2/2 [==============================] - 0s 16ms/step >42, 42/693, d1=0.599, d2=0.409 g=1.581 2/2 [==============================] - 0s 16ms/step >42, 43/693, d1=0.505, d2=0.463 g=1.448 2/2 [==============================] - 0s 16ms/step >42, 44/693, d1=0.497, d2=0.618 g=1.485 2/2 [==============================] - 0s 17ms/step >42, 45/693, d1=0.455, d2=0.413 g=1.514 2/2 [==============================] - 0s 17ms/step >42, 46/693, d1=0.483, d2=0.567 g=1.477 2/2 [==============================] - 0s 17ms/step >42, 47/693, d1=0.492, d2=0.437 g=1.559 2/2 [==============================] - 0s 17ms/step >42, 48/693, d1=0.602, d2=0.495 g=1.385 2/2 [==============================] - 0s 16ms/step >42, 49/693, d1=0.319, d2=0.547 g=1.306 2/2 [==============================] - 0s 16ms/step >42, 50/693, d1=0.413, d2=0.599 g=1.511 2/2 [==============================] - 0s 17ms/step >42, 51/693, d1=0.518, d2=0.537 g=1.652 2/2 [==============================] - 0s 17ms/step >42, 52/693, d1=0.515, d2=0.512 g=1.557 2/2 [==============================] - 0s 17ms/step >42, 53/693, d1=0.666, d2=0.402 g=1.473 2/2 [==============================] - 0s 17ms/step >42, 54/693, d1=0.557, d2=0.578 g=1.629 2/2 [==============================] - 0s 17ms/step >42, 55/693, d1=0.545, d2=0.442 g=1.685 2/2 [==============================] - 0s 17ms/step >42, 56/693, d1=0.603, d2=0.478 g=1.396 2/2 [==============================] - 0s 16ms/step >42, 57/693, d1=0.590, d2=0.602 g=1.370 2/2 [==============================] - 0s 16ms/step >42, 58/693, d1=0.580, d2=0.582 g=1.335 2/2 [==============================] - 0s 17ms/step >42, 59/693, d1=0.402, d2=0.549 g=1.536 2/2 [==============================] - 0s 16ms/step >42, 60/693, d1=0.473, d2=0.430 g=1.630 2/2 [==============================] - 0s 17ms/step >42, 61/693, d1=0.571, d2=0.481 g=1.351 2/2 [==============================] - 0s 18ms/step >42, 62/693, d1=0.550, d2=0.496 g=1.336 2/2 [==============================] - 0s 17ms/step >42, 63/693, d1=0.588, d2=0.523 g=1.341 2/2 [==============================] - 0s 16ms/step >42, 64/693, d1=0.591, d2=0.551 g=1.452 2/2 [==============================] - 0s 17ms/step >42, 65/693, d1=0.453, d2=0.512 g=1.395 2/2 [==============================] - 0s 16ms/step >42, 66/693, d1=0.690, d2=0.494 g=1.279 2/2 [==============================] - 0s 16ms/step >42, 67/693, d1=0.427, d2=0.432 g=1.251 2/2 [==============================] - 0s 16ms/step >42, 68/693, d1=0.419, d2=0.572 g=1.287 2/2 [==============================] - 0s 17ms/step >42, 69/693, d1=0.488, d2=0.547 g=1.632 2/2 [==============================] - 0s 16ms/step >42, 70/693, d1=0.509, d2=0.497 g=1.492 2/2 [==============================] - 0s 16ms/step >42, 71/693, d1=0.447, d2=0.484 g=1.458 2/2 [==============================] - 0s 17ms/step >42, 72/693, d1=0.542, d2=0.500 g=1.352 2/2 [==============================] - 0s 15ms/step >42, 73/693, d1=0.548, d2=0.447 g=1.381 2/2 [==============================] - 0s 16ms/step >42, 74/693, d1=0.416, d2=0.464 g=1.482 2/2 [==============================] - 0s 16ms/step >42, 75/693, d1=0.598, d2=0.433 g=1.515 2/2 [==============================] - 0s 17ms/step >42, 76/693, d1=0.501, d2=0.438 g=1.650 2/2 [==============================] - 0s 16ms/step >42, 77/693, d1=0.462, d2=0.467 g=1.505 2/2 [==============================] - 0s 16ms/step >42, 78/693, d1=0.548, d2=0.468 g=1.411 2/2 [==============================] - 0s 16ms/step >42, 79/693, d1=0.478, d2=0.546 g=1.546 2/2 [==============================] - 0s 17ms/step >42, 80/693, d1=0.480, d2=0.431 g=1.555 2/2 [==============================] - 0s 16ms/step >42, 81/693, d1=0.506, d2=0.422 g=1.513 2/2 [==============================] - 0s 17ms/step >42, 82/693, d1=0.497, d2=0.359 g=1.632 2/2 [==============================] - 0s 17ms/step >42, 83/693, d1=0.636, d2=0.547 g=1.443 2/2 [==============================] - 0s 17ms/step >42, 84/693, d1=0.460, d2=0.456 g=1.483 2/2 [==============================] - 0s 17ms/step >42, 85/693, d1=0.511, d2=0.520 g=1.429 2/2 [==============================] - 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0s 17ms/step >42, 218/693, d1=0.434, d2=0.465 g=1.252 2/2 [==============================] - 0s 16ms/step >42, 219/693, d1=0.441, d2=0.624 g=1.648 2/2 [==============================] - 0s 16ms/step >42, 220/693, d1=0.637, d2=0.372 g=1.685 2/2 [==============================] - 0s 17ms/step >42, 221/693, d1=0.606, d2=0.430 g=1.553 2/2 [==============================] - 0s 16ms/step >42, 222/693, d1=0.488, d2=0.535 g=1.488 2/2 [==============================] - 0s 17ms/step >42, 223/693, d1=0.372, d2=0.537 g=1.439 2/2 [==============================] - 0s 17ms/step >42, 224/693, d1=0.615, d2=0.595 g=1.622 2/2 [==============================] - 0s 15ms/step >42, 225/693, d1=0.638, d2=0.466 g=1.643 2/2 [==============================] - 0s 17ms/step >42, 226/693, d1=0.575, d2=0.436 g=1.382 2/2 [==============================] - 0s 17ms/step >42, 227/693, d1=0.498, d2=0.600 g=1.374 2/2 [==============================] - 0s 16ms/step >42, 228/693, d1=0.382, d2=0.579 g=1.486 2/2 [==============================] - 0s 17ms/step >42, 229/693, d1=0.610, d2=0.526 g=1.500 2/2 [==============================] - 0s 18ms/step >42, 230/693, d1=0.496, d2=0.457 g=1.559 2/2 [==============================] - 0s 17ms/step >42, 231/693, d1=0.523, d2=0.383 g=1.595 2/2 [==============================] - 0s 17ms/step >42, 232/693, d1=0.446, d2=0.498 g=1.353 2/2 [==============================] - 0s 17ms/step >42, 233/693, d1=0.535, d2=0.546 g=1.518 2/2 [==============================] - 0s 17ms/step >42, 234/693, d1=0.453, d2=0.534 g=1.562 2/2 [==============================] - 0s 16ms/step >42, 235/693, d1=0.540, d2=0.406 g=1.406 2/2 [==============================] - 0s 16ms/step >42, 236/693, d1=0.420, d2=0.543 g=1.425 2/2 [==============================] - 0s 17ms/step >42, 237/693, d1=0.546, d2=0.435 g=1.533 2/2 [==============================] - 0s 16ms/step >42, 238/693, d1=0.564, d2=0.607 g=1.425 2/2 [==============================] - 0s 16ms/step >42, 239/693, d1=0.560, d2=0.568 g=1.403 2/2 [==============================] - 0s 17ms/step >42, 240/693, d1=0.390, d2=0.493 g=1.595 2/2 [==============================] - 0s 16ms/step >42, 241/693, d1=0.590, d2=0.456 g=1.472 2/2 [==============================] - 0s 16ms/step >42, 242/693, d1=0.612, d2=0.561 g=1.448 2/2 [==============================] - 0s 16ms/step >42, 243/693, d1=0.507, d2=0.381 g=1.367 2/2 [==============================] - 0s 18ms/step >42, 244/693, d1=0.368, d2=0.490 g=1.517 2/2 [==============================] - 0s 16ms/step >42, 245/693, d1=0.553, d2=0.386 g=1.431 2/2 [==============================] - 0s 16ms/step >42, 246/693, d1=0.569, d2=0.433 g=1.393 2/2 [==============================] - 0s 17ms/step >42, 247/693, d1=0.574, d2=0.544 g=1.472 2/2 [==============================] - 0s 17ms/step >42, 248/693, d1=0.411, d2=0.521 g=1.547 2/2 [==============================] - 0s 16ms/step >42, 249/693, d1=0.506, d2=0.380 g=1.341 2/2 [==============================] - 0s 17ms/step >42, 250/693, d1=0.458, d2=0.536 g=1.500 2/2 [==============================] - 0s 16ms/step >42, 251/693, d1=0.452, d2=0.382 g=1.290 2/2 [==============================] - 0s 17ms/step >42, 252/693, d1=0.408, d2=0.515 g=1.517 2/2 [==============================] - 0s 17ms/step >42, 253/693, d1=0.579, d2=0.467 g=1.547 2/2 [==============================] - 0s 17ms/step >42, 254/693, d1=0.391, d2=0.362 g=1.410 2/2 [==============================] - 0s 17ms/step >42, 255/693, d1=0.606, d2=0.436 g=1.468 2/2 [==============================] - 0s 17ms/step >42, 256/693, d1=0.517, d2=0.577 g=1.352 2/2 [==============================] - 0s 16ms/step >42, 257/693, d1=0.541, d2=0.474 g=1.367 2/2 [==============================] - 0s 17ms/step >42, 258/693, d1=0.463, d2=0.508 g=1.584 2/2 [==============================] - 0s 17ms/step >42, 259/693, d1=0.687, d2=0.387 g=1.330 2/2 [==============================] - 0s 16ms/step >42, 260/693, d1=0.389, d2=0.552 g=1.258 2/2 [==============================] - 0s 18ms/step >42, 261/693, d1=0.398, d2=0.700 g=1.451 2/2 [==============================] - 0s 17ms/step >42, 262/693, d1=0.478, d2=0.428 g=1.787 2/2 [==============================] - 0s 16ms/step >42, 263/693, d1=0.661, d2=0.414 g=1.588 2/2 [==============================] - 0s 17ms/step >42, 264/693, d1=0.593, d2=0.403 g=1.598 2/2 [==============================] - 0s 17ms/step >42, 265/693, d1=0.405, d2=0.371 g=1.615 2/2 [==============================] - 0s 17ms/step >42, 266/693, d1=0.377, d2=0.541 g=1.519 2/2 [==============================] - 0s 16ms/step >42, 267/693, d1=0.598, d2=0.390 g=1.681 2/2 [==============================] - 0s 17ms/step >42, 268/693, d1=0.471, d2=0.481 g=1.530 2/2 [==============================] - 0s 16ms/step >42, 269/693, d1=0.464, d2=0.446 g=1.596 2/2 [==============================] - 0s 16ms/step >42, 270/693, d1=0.477, d2=0.502 g=1.612 2/2 [==============================] - 0s 16ms/step >42, 271/693, d1=0.504, d2=0.481 g=1.418 2/2 [==============================] - 0s 16ms/step >42, 272/693, d1=0.412, d2=0.314 g=1.509 2/2 [==============================] - 0s 17ms/step >42, 273/693, d1=0.472, d2=0.531 g=1.505 2/2 [==============================] - 0s 16ms/step >42, 274/693, d1=0.441, d2=0.507 g=1.308 2/2 [==============================] - 0s 17ms/step >42, 275/693, d1=0.504, d2=0.457 g=1.644 2/2 [==============================] - 0s 16ms/step >42, 276/693, d1=0.611, d2=0.401 g=1.390 2/2 [==============================] - 0s 17ms/step >42, 277/693, d1=0.422, d2=0.522 g=1.468 2/2 [==============================] - 0s 16ms/step >42, 278/693, d1=0.385, d2=0.476 g=1.501 2/2 [==============================] - 0s 17ms/step >42, 279/693, d1=0.488, d2=0.469 g=1.543 2/2 [==============================] - 0s 18ms/step >42, 280/693, d1=0.534, d2=0.345 g=1.550 2/2 [==============================] - 0s 16ms/step >42, 281/693, d1=0.686, d2=0.453 g=1.369 2/2 [==============================] - 0s 16ms/step >42, 282/693, d1=0.478, d2=0.537 g=1.338 2/2 [==============================] - 0s 17ms/step >42, 283/693, d1=0.457, d2=0.561 g=1.486 2/2 [==============================] - 0s 16ms/step >42, 284/693, d1=0.539, d2=0.433 g=1.322 2/2 [==============================] - 0s 18ms/step >42, 285/693, d1=0.402, d2=0.422 g=1.555 2/2 [==============================] - 0s 16ms/step >42, 286/693, d1=0.443, d2=0.446 g=1.628 2/2 [==============================] - 0s 16ms/step >42, 287/693, d1=0.584, d2=0.395 g=1.444 2/2 [==============================] - 0s 16ms/step >42, 288/693, d1=0.467, d2=0.492 g=1.503 2/2 [==============================] - 0s 16ms/step >42, 289/693, d1=0.514, d2=0.516 g=1.545 2/2 [==============================] - 0s 17ms/step >42, 290/693, d1=0.593, d2=0.559 g=1.453 2/2 [==============================] - 0s 16ms/step >42, 291/693, d1=0.508, d2=0.538 g=1.346 2/2 [==============================] - 0s 17ms/step >42, 292/693, d1=0.543, d2=0.632 g=1.606 2/2 [==============================] - 0s 17ms/step >42, 293/693, d1=0.582, d2=0.481 g=1.471 2/2 [==============================] - 0s 17ms/step >42, 294/693, d1=0.561, d2=0.510 g=1.492 2/2 [==============================] - 0s 18ms/step >42, 295/693, d1=0.624, d2=0.546 g=1.531 2/2 [==============================] - 0s 17ms/step >42, 296/693, d1=0.539, d2=0.388 g=1.330 2/2 [==============================] - 0s 17ms/step >42, 297/693, d1=0.508, d2=0.477 g=1.511 2/2 [==============================] - 0s 17ms/step >42, 298/693, d1=0.470, d2=0.525 g=1.366 2/2 [==============================] - 0s 17ms/step >42, 299/693, d1=0.537, d2=0.444 g=1.331 2/2 [==============================] - 0s 16ms/step >42, 300/693, d1=0.540, d2=0.485 g=1.364 2/2 [==============================] - 0s 16ms/step >42, 301/693, d1=0.466, d2=0.626 g=1.501 2/2 [==============================] - 0s 17ms/step >42, 302/693, d1=0.481, d2=0.424 g=1.470 2/2 [==============================] - 0s 17ms/step >42, 303/693, d1=0.462, d2=0.561 g=1.646 2/2 [==============================] - 0s 16ms/step >42, 304/693, d1=0.580, d2=0.371 g=1.533 2/2 [==============================] - 0s 16ms/step >42, 305/693, d1=0.491, d2=0.449 g=1.437 2/2 [==============================] - 0s 17ms/step >42, 306/693, d1=0.461, d2=0.482 g=1.453 2/2 [==============================] - 0s 17ms/step >42, 307/693, d1=0.534, d2=0.446 g=1.510 2/2 [==============================] - 0s 17ms/step >42, 308/693, d1=0.522, d2=0.554 g=1.522 2/2 [==============================] - 0s 16ms/step >42, 309/693, d1=0.538, d2=0.420 g=1.439 2/2 [==============================] - 0s 17ms/step >42, 310/693, d1=0.487, d2=0.517 g=1.674 2/2 [==============================] - 0s 17ms/step >42, 311/693, d1=0.563, d2=0.449 g=1.420 2/2 [==============================] - 0s 17ms/step >42, 312/693, d1=0.555, d2=0.527 g=1.380 2/2 [==============================] - 0s 17ms/step >42, 313/693, d1=0.551, d2=0.492 g=1.347 2/2 [==============================] - 0s 17ms/step >42, 314/693, d1=0.517, d2=0.540 g=1.491 2/2 [==============================] - 0s 16ms/step >42, 315/693, d1=0.555, d2=0.448 g=1.526 2/2 [==============================] - 0s 17ms/step >42, 316/693, d1=0.555, d2=0.477 g=1.498 2/2 [==============================] - 0s 16ms/step >42, 317/693, d1=0.516, d2=0.499 g=1.573 2/2 [==============================] - 0s 17ms/step >42, 318/693, d1=0.560, d2=0.483 g=1.531 2/2 [==============================] - 0s 16ms/step >42, 319/693, d1=0.478, d2=0.495 g=1.533 2/2 [==============================] - 0s 17ms/step >42, 320/693, d1=0.523, d2=0.505 g=1.458 2/2 [==============================] - 0s 16ms/step >42, 321/693, d1=0.455, d2=0.610 g=1.841 2/2 [==============================] - 0s 17ms/step >42, 322/693, d1=0.682, d2=0.427 g=1.540 2/2 [==============================] - 0s 17ms/step >42, 323/693, d1=0.591, d2=0.554 g=1.558 2/2 [==============================] - 0s 16ms/step >42, 324/693, d1=0.604, d2=0.528 g=1.351 2/2 [==============================] - 0s 18ms/step >42, 325/693, d1=0.531, d2=0.542 g=1.480 2/2 [==============================] - 0s 17ms/step >42, 326/693, d1=0.386, d2=0.533 g=1.467 2/2 [==============================] - 0s 16ms/step >42, 327/693, d1=0.587, d2=0.491 g=1.621 2/2 [==============================] - 0s 16ms/step >42, 328/693, d1=0.499, d2=0.440 g=1.443 2/2 [==============================] - 0s 17ms/step >42, 329/693, d1=0.516, d2=0.502 g=1.545 2/2 [==============================] - 0s 17ms/step >42, 330/693, d1=0.524, d2=0.542 g=1.488 2/2 [==============================] - 0s 16ms/step >42, 331/693, d1=0.524, d2=0.492 g=1.355 2/2 [==============================] - 0s 16ms/step >42, 332/693, d1=0.588, d2=0.477 g=1.395 2/2 [==============================] - 0s 17ms/step >42, 333/693, d1=0.483, d2=0.579 g=1.404 2/2 [==============================] - 0s 16ms/step >42, 334/693, d1=0.405, d2=0.441 g=1.631 2/2 [==============================] - 0s 16ms/step >42, 335/693, d1=0.518, d2=0.486 g=1.591 2/2 [==============================] - 0s 17ms/step >42, 336/693, d1=0.472, d2=0.456 g=1.402 2/2 [==============================] - 0s 18ms/step >42, 337/693, d1=0.520, d2=0.514 g=1.553 2/2 [==============================] - 0s 17ms/step >42, 338/693, d1=0.612, d2=0.522 g=1.479 2/2 [==============================] - 0s 16ms/step >42, 339/693, d1=0.521, d2=0.466 g=1.350 2/2 [==============================] - 0s 16ms/step >42, 340/693, d1=0.495, d2=0.489 g=1.280 2/2 [==============================] - 0s 17ms/step >42, 341/693, d1=0.375, d2=0.446 g=1.356 2/2 [==============================] - 0s 16ms/step >42, 342/693, d1=0.565, d2=0.659 g=1.394 2/2 [==============================] - 0s 18ms/step >42, 343/693, d1=0.741, d2=0.541 g=1.306 2/2 [==============================] - 0s 17ms/step >42, 344/693, d1=0.387, d2=0.392 g=1.419 2/2 [==============================] - 0s 17ms/step >42, 345/693, d1=0.521, d2=0.436 g=1.384 2/2 [==============================] - 0s 17ms/step >42, 346/693, d1=0.431, d2=0.619 g=1.505 2/2 [==============================] - 0s 16ms/step >42, 347/693, d1=0.581, d2=0.451 g=1.369 2/2 [==============================] - 0s 17ms/step >42, 348/693, d1=0.665, d2=0.486 g=1.348 2/2 [==============================] - 0s 16ms/step >42, 349/693, d1=0.474, d2=0.515 g=1.385 2/2 [==============================] - 0s 17ms/step >42, 350/693, d1=0.529, d2=0.438 g=1.428 2/2 [==============================] - 0s 16ms/step >42, 351/693, d1=0.474, d2=0.420 g=1.337 2/2 [==============================] - 0s 17ms/step >42, 352/693, d1=0.514, d2=0.640 g=1.483 2/2 [==============================] - 0s 16ms/step >42, 353/693, d1=0.447, d2=0.440 g=1.553 2/2 [==============================] - 0s 16ms/step >42, 354/693, d1=0.566, d2=0.549 g=1.488 2/2 [==============================] - 0s 16ms/step >42, 355/693, d1=0.566, d2=0.441 g=1.371 2/2 [==============================] - 0s 17ms/step >42, 356/693, d1=0.505, d2=0.467 g=1.444 2/2 [==============================] - 0s 16ms/step >42, 357/693, d1=0.545, d2=0.490 g=1.348 2/2 [==============================] - 0s 17ms/step >42, 358/693, d1=0.560, d2=0.489 g=1.391 2/2 [==============================] - 0s 16ms/step >42, 359/693, d1=0.582, d2=0.424 g=1.432 2/2 [==============================] - 0s 16ms/step >42, 360/693, d1=0.429, d2=0.439 g=1.364 2/2 [==============================] - 0s 17ms/step >42, 361/693, d1=0.419, d2=0.498 g=1.495 2/2 [==============================] - 0s 17ms/step >42, 362/693, d1=0.583, d2=0.461 g=1.413 2/2 [==============================] - 0s 16ms/step >42, 363/693, d1=0.414, d2=0.470 g=1.742 2/2 [==============================] - 0s 17ms/step >42, 364/693, d1=0.690, d2=0.489 g=1.627 2/2 [==============================] - 0s 19ms/step >42, 365/693, d1=0.474, d2=0.498 g=1.594 2/2 [==============================] - 0s 16ms/step >42, 366/693, d1=0.440, d2=0.507 g=1.516 2/2 [==============================] - 0s 17ms/step >42, 367/693, d1=0.551, d2=0.629 g=1.711 2/2 [==============================] - 0s 17ms/step >42, 368/693, d1=0.559, d2=0.418 g=1.613 2/2 [==============================] - 0s 17ms/step >42, 369/693, d1=0.417, d2=0.394 g=1.535 2/2 [==============================] - 0s 16ms/step >42, 370/693, d1=0.573, d2=0.406 g=1.542 2/2 [==============================] - 0s 17ms/step >42, 371/693, d1=0.514, d2=0.490 g=1.465 2/2 [==============================] - 0s 17ms/step >42, 372/693, d1=0.671, d2=0.434 g=1.367 2/2 [==============================] - 0s 16ms/step >42, 373/693, d1=0.468, d2=0.569 g=1.376 2/2 [==============================] - 0s 16ms/step >42, 374/693, d1=0.478, d2=0.465 g=1.576 2/2 [==============================] - 0s 19ms/step >42, 375/693, d1=0.593, d2=0.507 g=1.356 2/2 [==============================] - 0s 17ms/step >42, 376/693, d1=0.631, d2=0.445 g=1.410 2/2 [==============================] - 0s 17ms/step >42, 377/693, d1=0.530, d2=0.717 g=1.247 2/2 [==============================] - 0s 17ms/step >42, 378/693, d1=0.516, d2=0.538 g=1.327 2/2 [==============================] - 0s 16ms/step >42, 379/693, d1=0.502, d2=0.586 g=1.445 2/2 [==============================] - 0s 16ms/step >42, 380/693, d1=0.694, d2=0.593 g=1.388 2/2 [==============================] - 0s 17ms/step >42, 381/693, d1=0.562, d2=0.509 g=1.460 2/2 [==============================] - 0s 16ms/step >42, 382/693, d1=0.428, d2=0.422 g=1.355 2/2 [==============================] - 0s 17ms/step >42, 383/693, d1=0.447, d2=0.456 g=1.493 2/2 [==============================] - 0s 17ms/step >42, 384/693, d1=0.632, d2=0.513 g=1.498 2/2 [==============================] - 0s 16ms/step >42, 385/693, d1=0.506, d2=0.534 g=1.386 2/2 [==============================] - 0s 17ms/step >42, 386/693, d1=0.569, d2=0.533 g=1.445 2/2 [==============================] - 0s 16ms/step >42, 387/693, d1=0.502, d2=0.476 g=1.438 2/2 [==============================] - 0s 16ms/step >42, 388/693, d1=0.628, d2=0.472 g=1.324 2/2 [==============================] - 0s 17ms/step >42, 389/693, d1=0.515, d2=0.477 g=1.333 2/2 [==============================] - 0s 17ms/step >42, 390/693, d1=0.541, d2=0.530 g=1.372 2/2 [==============================] - 0s 16ms/step >42, 391/693, d1=0.527, d2=0.514 g=1.381 2/2 [==============================] - 0s 18ms/step >42, 392/693, d1=0.390, d2=0.521 g=1.552 2/2 [==============================] - 0s 17ms/step >42, 393/693, d1=0.592, d2=0.340 g=1.475 2/2 [==============================] - 0s 18ms/step >42, 394/693, d1=0.636, d2=0.513 g=1.344 2/2 [==============================] - 0s 16ms/step >42, 395/693, d1=0.485, d2=0.584 g=1.316 2/2 [==============================] - 0s 18ms/step >42, 396/693, d1=0.439, d2=0.522 g=1.429 2/2 [==============================] - 0s 17ms/step >42, 397/693, d1=0.494, d2=0.429 g=1.283 2/2 [==============================] - 0s 18ms/step >42, 398/693, d1=0.569, d2=0.488 g=1.337 2/2 [==============================] - 0s 17ms/step >42, 399/693, d1=0.546, d2=0.498 g=1.306 2/2 [==============================] - 0s 17ms/step >42, 400/693, d1=0.525, d2=0.554 g=1.315 2/2 [==============================] - 0s 17ms/step >42, 401/693, d1=0.467, d2=0.629 g=1.354 2/2 [==============================] - 0s 17ms/step >42, 402/693, d1=0.555, d2=0.534 g=1.545 2/2 [==============================] - 0s 17ms/step >42, 403/693, d1=0.600, d2=0.368 g=1.533 2/2 [==============================] - 0s 16ms/step >42, 404/693, d1=0.545, d2=0.460 g=1.384 2/2 [==============================] - 0s 17ms/step >42, 405/693, d1=0.514, d2=0.547 g=1.513 2/2 [==============================] - 0s 16ms/step >42, 406/693, d1=0.486, d2=0.479 g=1.489 2/2 [==============================] - 0s 16ms/step >42, 407/693, d1=0.528, d2=0.455 g=1.444 2/2 [==============================] - 0s 17ms/step >42, 408/693, d1=0.423, d2=0.586 g=1.455 2/2 [==============================] - 0s 17ms/step >42, 409/693, d1=0.558, d2=0.552 g=1.436 2/2 [==============================] - 0s 17ms/step >42, 410/693, d1=0.677, d2=0.458 g=1.474 2/2 [==============================] - 0s 17ms/step >42, 411/693, d1=0.561, d2=0.505 g=1.357 2/2 [==============================] - 0s 16ms/step >42, 412/693, d1=0.437, d2=0.608 g=1.383 2/2 [==============================] - 0s 16ms/step >42, 413/693, d1=0.514, d2=0.521 g=1.565 2/2 [==============================] - 0s 17ms/step >42, 414/693, d1=0.550, d2=0.468 g=1.494 2/2 [==============================] - 0s 16ms/step >42, 415/693, d1=0.447, d2=0.470 g=1.560 2/2 [==============================] - 0s 17ms/step >42, 416/693, d1=0.505, d2=0.419 g=1.430 2/2 [==============================] - 0s 16ms/step >42, 417/693, d1=0.498, d2=0.465 g=1.508 2/2 [==============================] - 0s 16ms/step >42, 418/693, d1=0.536, d2=0.442 g=1.333 2/2 [==============================] - 0s 17ms/step >42, 419/693, d1=0.465, d2=0.511 g=1.538 2/2 [==============================] - 0s 16ms/step >42, 420/693, d1=0.523, d2=0.449 g=1.319 2/2 [==============================] - 0s 17ms/step >42, 421/693, d1=0.518, d2=0.476 g=1.478 2/2 [==============================] - 0s 16ms/step >42, 422/693, d1=0.491, d2=0.551 g=1.635 2/2 [==============================] - 0s 17ms/step >42, 423/693, d1=0.602, d2=0.398 g=1.561 2/2 [==============================] - 0s 16ms/step >42, 424/693, d1=0.525, d2=0.497 g=1.431 2/2 [==============================] - 0s 17ms/step >42, 425/693, d1=0.435, d2=0.552 g=1.477 2/2 [==============================] - 0s 17ms/step >42, 426/693, d1=0.588, d2=0.495 g=1.450 2/2 [==============================] - 0s 17ms/step >42, 427/693, d1=0.492, d2=0.447 g=1.585 2/2 [==============================] - 0s 18ms/step >42, 428/693, d1=0.648, d2=0.532 g=1.457 2/2 [==============================] - 0s 16ms/step >42, 429/693, d1=0.445, d2=0.415 g=1.462 2/2 [==============================] - 0s 16ms/step >42, 430/693, d1=0.408, d2=0.482 g=1.554 2/2 [==============================] - 0s 17ms/step >42, 431/693, d1=0.534, d2=0.674 g=1.528 2/2 [==============================] - 0s 17ms/step >42, 432/693, d1=0.532, d2=0.451 g=1.448 2/2 [==============================] - 0s 16ms/step >42, 433/693, d1=0.410, d2=0.459 g=1.679 2/2 [==============================] - 0s 16ms/step >42, 434/693, d1=0.565, d2=0.452 g=1.473 2/2 [==============================] - 0s 17ms/step >42, 435/693, d1=0.539, d2=0.400 g=1.497 2/2 [==============================] - 0s 17ms/step >42, 436/693, d1=0.419, d2=0.455 g=1.446 2/2 [==============================] - 0s 17ms/step >42, 437/693, d1=0.483, d2=0.422 g=1.585 2/2 [==============================] - 0s 17ms/step >42, 438/693, d1=0.552, d2=0.444 g=1.559 2/2 [==============================] - 0s 16ms/step >42, 439/693, d1=0.455, d2=0.543 g=1.601 2/2 [==============================] - 0s 17ms/step >42, 440/693, d1=0.486, d2=0.357 g=1.594 2/2 [==============================] - 0s 16ms/step >42, 441/693, d1=0.419, d2=0.410 g=1.489 2/2 [==============================] - 0s 16ms/step >42, 442/693, d1=0.534, d2=0.573 g=1.503 2/2 [==============================] - 0s 17ms/step >42, 443/693, d1=0.539, d2=0.476 g=1.530 2/2 [==============================] - 0s 18ms/step >42, 444/693, d1=0.662, d2=0.466 g=1.397 2/2 [==============================] - 0s 16ms/step >42, 445/693, d1=0.410, d2=0.609 g=1.389 2/2 [==============================] - 0s 16ms/step >42, 446/693, d1=0.346, d2=0.526 g=1.708 2/2 [==============================] - 0s 18ms/step >42, 447/693, d1=0.652, d2=0.439 g=1.573 2/2 [==============================] - 0s 18ms/step >42, 448/693, d1=0.655, d2=0.335 g=1.545 2/2 [==============================] - 0s 16ms/step >42, 449/693, d1=0.460, d2=0.454 g=1.469 2/2 [==============================] - 0s 18ms/step >42, 450/693, d1=0.453, d2=0.474 g=1.461 2/2 [==============================] - 0s 18ms/step >42, 451/693, d1=0.454, d2=0.448 g=1.382 2/2 [==============================] - 0s 17ms/step >42, 452/693, d1=0.474, d2=0.496 g=1.540 2/2 [==============================] - 0s 18ms/step >42, 453/693, d1=0.542, d2=0.614 g=1.635 2/2 [==============================] - 0s 17ms/step >42, 454/693, d1=0.569, d2=0.458 g=1.935 2/2 [==============================] - 0s 16ms/step >42, 455/693, d1=0.572, d2=0.404 g=1.399 2/2 [==============================] - 0s 18ms/step >42, 456/693, d1=0.431, d2=0.444 g=1.684 2/2 [==============================] - 0s 17ms/step >42, 457/693, d1=0.613, d2=0.403 g=1.552 2/2 [==============================] - 0s 17ms/step >42, 458/693, d1=0.534, d2=0.491 g=1.322 2/2 [==============================] - 0s 17ms/step >42, 459/693, d1=0.394, d2=0.526 g=1.425 2/2 [==============================] - 0s 16ms/step >42, 460/693, d1=0.495, d2=0.490 g=1.480 2/2 [==============================] - 0s 18ms/step >42, 461/693, d1=0.508, d2=0.431 g=1.533 2/2 [==============================] - 0s 16ms/step >42, 462/693, d1=0.544, d2=0.569 g=1.664 2/2 [==============================] - 0s 17ms/step >42, 463/693, d1=0.441, d2=0.509 g=1.584 2/2 [==============================] - 0s 17ms/step >42, 464/693, d1=0.619, d2=0.522 g=1.532 2/2 [==============================] - 0s 17ms/step >42, 465/693, d1=0.428, d2=0.567 g=1.508 2/2 [==============================] - 0s 16ms/step >42, 466/693, d1=0.548, d2=0.372 g=1.545 2/2 [==============================] - 0s 17ms/step >42, 467/693, d1=0.622, d2=0.489 g=1.503 2/2 [==============================] - 0s 17ms/step >42, 468/693, d1=0.528, d2=0.523 g=1.379 2/2 [==============================] - 0s 17ms/step >42, 469/693, d1=0.555, d2=0.706 g=1.472 2/2 [==============================] - 0s 17ms/step >42, 470/693, d1=0.462, d2=0.467 g=1.494 2/2 [==============================] - 0s 17ms/step >42, 471/693, d1=0.597, d2=0.355 g=1.500 2/2 [==============================] - 0s 17ms/step >42, 472/693, d1=0.387, d2=0.486 g=1.655 2/2 [==============================] - 0s 17ms/step >42, 473/693, d1=0.397, d2=0.562 g=1.785 2/2 [==============================] - 0s 16ms/step >42, 474/693, d1=0.739, d2=0.410 g=1.650 2/2 [==============================] - 0s 17ms/step >42, 475/693, d1=0.519, d2=0.413 g=1.513 2/2 [==============================] - 0s 18ms/step >42, 476/693, d1=0.510, d2=0.415 g=1.468 2/2 [==============================] - 0s 17ms/step >42, 477/693, d1=0.661, d2=0.517 g=1.250 2/2 [==============================] - 0s 16ms/step >42, 478/693, d1=0.443, d2=0.782 g=1.203 2/2 [==============================] - 0s 17ms/step >42, 479/693, d1=0.487, d2=0.555 g=1.527 2/2 [==============================] - 0s 16ms/step >42, 480/693, d1=0.424, d2=0.384 g=1.470 2/2 [==============================] - 0s 17ms/step >42, 481/693, d1=0.537, d2=0.437 g=1.437 2/2 [==============================] - 0s 17ms/step >42, 482/693, d1=0.512, d2=0.490 g=1.404 2/2 [==============================] - 0s 17ms/step >42, 483/693, d1=0.414, d2=0.578 g=1.688 2/2 [==============================] - 0s 19ms/step >42, 484/693, d1=0.633, d2=0.423 g=1.503 2/2 [==============================] - 0s 18ms/step >42, 485/693, d1=0.530, d2=0.359 g=1.336 2/2 [==============================] - 0s 16ms/step >42, 486/693, d1=0.508, d2=0.492 g=1.420 2/2 [==============================] - 0s 17ms/step >42, 487/693, d1=0.434, d2=0.531 g=1.504 2/2 [==============================] - 0s 17ms/step >42, 488/693, d1=0.472, d2=0.369 g=1.466 2/2 [==============================] - 0s 17ms/step >42, 489/693, d1=0.597, d2=0.536 g=1.434 2/2 [==============================] - 0s 17ms/step >42, 490/693, d1=0.515, d2=0.574 g=1.445 2/2 [==============================] - 0s 17ms/step >42, 491/693, d1=0.461, d2=0.541 g=1.565 2/2 [==============================] - 0s 17ms/step >42, 492/693, d1=0.557, d2=0.362 g=1.641 2/2 [==============================] - 0s 16ms/step >42, 493/693, d1=0.566, d2=0.458 g=1.413 2/2 [==============================] - 0s 17ms/step >42, 494/693, d1=0.603, d2=0.453 g=1.350 2/2 [==============================] - 0s 16ms/step >42, 495/693, d1=0.387, d2=0.453 g=1.344 2/2 [==============================] - 0s 17ms/step >42, 496/693, d1=0.506, d2=0.429 g=1.541 2/2 [==============================] - 0s 16ms/step >42, 497/693, d1=0.497, d2=0.433 g=1.301 2/2 [==============================] - 0s 18ms/step >42, 498/693, d1=0.470, d2=0.438 g=1.407 2/2 [==============================] - 0s 17ms/step >42, 499/693, d1=0.496, d2=0.435 g=1.322 2/2 [==============================] - 0s 16ms/step >42, 500/693, d1=0.464, d2=0.598 g=1.453 2/2 [==============================] - 0s 17ms/step >42, 501/693, d1=0.402, d2=0.543 g=1.559 2/2 [==============================] - 0s 17ms/step >42, 502/693, d1=0.606, d2=0.533 g=1.382 2/2 [==============================] - 0s 16ms/step >42, 503/693, d1=0.477, d2=0.436 g=1.349 2/2 [==============================] - 0s 18ms/step >42, 504/693, d1=0.495, d2=0.470 g=1.457 2/2 [==============================] - 0s 19ms/step >42, 505/693, d1=0.588, d2=0.465 g=1.333 2/2 [==============================] - 0s 16ms/step >42, 506/693, d1=0.506, d2=0.452 g=1.429 2/2 [==============================] - 0s 16ms/step >42, 507/693, d1=0.534, d2=0.499 g=1.383 2/2 [==============================] - 0s 16ms/step >42, 508/693, d1=0.488, d2=0.502 g=1.396 2/2 [==============================] - 0s 17ms/step >42, 509/693, d1=0.406, d2=0.565 g=1.394 2/2 [==============================] - 0s 18ms/step >42, 510/693, d1=0.555, d2=0.485 g=1.562 2/2 [==============================] - 0s 17ms/step >42, 511/693, d1=0.470, d2=0.389 g=1.585 2/2 [==============================] - 0s 16ms/step >42, 512/693, d1=0.575, d2=0.442 g=1.414 2/2 [==============================] - 0s 17ms/step >42, 513/693, d1=0.551, d2=0.597 g=1.512 2/2 [==============================] - 0s 16ms/step >42, 514/693, d1=0.491, d2=0.512 g=1.537 2/2 [==============================] - 0s 17ms/step >42, 515/693, d1=0.585, d2=0.444 g=1.435 2/2 [==============================] - 0s 17ms/step >42, 516/693, d1=0.580, d2=0.521 g=1.315 2/2 [==============================] - 0s 17ms/step >42, 517/693, d1=0.538, d2=0.521 g=1.421 2/2 [==============================] - 0s 17ms/step >42, 518/693, d1=0.511, d2=0.517 g=1.401 2/2 [==============================] - 0s 17ms/step >42, 519/693, d1=0.514, d2=0.444 g=1.523 2/2 [==============================] - 0s 17ms/step >42, 520/693, d1=0.448, d2=0.454 g=1.528 2/2 [==============================] - 0s 19ms/step >42, 521/693, d1=0.512, d2=0.435 g=1.496 2/2 [==============================] - 0s 18ms/step >42, 522/693, d1=0.398, d2=0.428 g=1.412 2/2 [==============================] - 0s 16ms/step >42, 523/693, d1=0.715, d2=0.444 g=1.490 2/2 [==============================] - 0s 16ms/step >42, 524/693, d1=0.559, d2=0.479 g=1.484 2/2 [==============================] - 0s 19ms/step >42, 525/693, d1=0.435, d2=0.544 g=1.402 2/2 [==============================] - 0s 20ms/step >42, 526/693, d1=0.384, d2=0.451 g=1.612 2/2 [==============================] - 0s 16ms/step >42, 527/693, d1=0.614, d2=0.418 g=1.432 2/2 [==============================] - 0s 17ms/step >42, 528/693, d1=0.422, d2=0.521 g=1.405 2/2 [==============================] - 0s 18ms/step >42, 529/693, d1=0.541, d2=0.465 g=1.467 2/2 [==============================] - 0s 20ms/step >42, 530/693, d1=0.683, d2=0.536 g=1.460 2/2 [==============================] - 0s 18ms/step >42, 531/693, d1=0.586, d2=0.503 g=1.339 2/2 [==============================] - 0s 16ms/step >42, 532/693, d1=0.429, d2=0.510 g=1.492 2/2 [==============================] - 0s 17ms/step >42, 533/693, d1=0.443, d2=0.441 g=1.663 2/2 [==============================] - 0s 17ms/step >42, 534/693, d1=0.581, d2=0.520 g=1.415 2/2 [==============================] - 0s 17ms/step >42, 535/693, d1=0.563, d2=0.637 g=1.500 2/2 [==============================] - 0s 19ms/step >42, 536/693, d1=0.595, d2=0.435 g=1.486 2/2 [==============================] - 0s 20ms/step >42, 537/693, d1=0.422, d2=0.352 g=1.592 2/2 [==============================] - 0s 16ms/step >42, 538/693, d1=0.607, d2=0.496 g=1.319 2/2 [==============================] - 0s 16ms/step >42, 539/693, d1=0.473, d2=0.448 g=1.412 2/2 [==============================] - 0s 16ms/step >42, 540/693, d1=0.501, d2=0.519 g=1.412 2/2 [==============================] - 0s 18ms/step >42, 541/693, d1=0.487, d2=0.481 g=1.380 2/2 [==============================] - 0s 17ms/step >42, 542/693, d1=0.470, d2=0.511 g=1.482 2/2 [==============================] - 0s 17ms/step >42, 543/693, d1=0.467, d2=0.454 g=1.478 2/2 [==============================] - 0s 17ms/step >42, 544/693, d1=0.615, d2=0.481 g=1.618 2/2 [==============================] - 0s 16ms/step >42, 545/693, d1=0.477, d2=0.552 g=1.461 2/2 [==============================] - 0s 16ms/step >42, 546/693, d1=0.522, d2=0.397 g=1.480 2/2 [==============================] - 0s 16ms/step >42, 547/693, d1=0.466, d2=0.510 g=1.495 2/2 [==============================] - 0s 18ms/step >42, 548/693, d1=0.497, d2=0.450 g=1.850 2/2 [==============================] - 0s 18ms/step >42, 549/693, d1=0.584, d2=0.384 g=1.461 2/2 [==============================] - 0s 17ms/step >42, 550/693, d1=0.496, d2=0.455 g=1.593 2/2 [==============================] - 0s 16ms/step >42, 551/693, d1=0.531, d2=0.545 g=1.494 2/2 [==============================] - 0s 17ms/step >42, 552/693, d1=0.552, d2=0.565 g=1.578 2/2 [==============================] - 0s 21ms/step >42, 553/693, d1=0.391, d2=0.457 g=1.554 2/2 [==============================] - 0s 20ms/step >42, 554/693, d1=0.564, d2=0.380 g=1.545 2/2 [==============================] - 0s 16ms/step >42, 555/693, d1=0.542, d2=0.371 g=1.555 2/2 [==============================] - 0s 16ms/step >42, 556/693, d1=0.429, d2=0.435 g=1.546 2/2 [==============================] - 0s 20ms/step >42, 557/693, d1=0.454, d2=0.461 g=1.570 2/2 [==============================] - 0s 22ms/step >42, 558/693, d1=0.440, d2=0.438 g=1.484 2/2 [==============================] - 0s 19ms/step >42, 559/693, d1=0.498, d2=0.588 g=1.475 2/2 [==============================] - 0s 17ms/step >42, 560/693, d1=0.566, d2=0.521 g=1.385 2/2 [==============================] - 0s 21ms/step >42, 561/693, d1=0.428, d2=0.473 g=1.654 2/2 [==============================] - 0s 20ms/step >42, 562/693, d1=0.576, d2=0.545 g=1.482 2/2 [==============================] - 0s 22ms/step >42, 563/693, d1=0.487, d2=0.452 g=1.565 2/2 [==============================] - 0s 18ms/step >42, 564/693, d1=0.552, d2=0.540 g=1.509 2/2 [==============================] - 0s 20ms/step >42, 565/693, d1=0.606, d2=0.536 g=1.578 2/2 [==============================] - 0s 20ms/step >42, 566/693, d1=0.610, d2=0.398 g=1.493 2/2 [==============================] - 0s 19ms/step >42, 567/693, d1=0.529, d2=0.497 g=1.321 2/2 [==============================] - 0s 16ms/step >42, 568/693, d1=0.599, d2=0.578 g=1.422 2/2 [==============================] - 0s 16ms/step >42, 569/693, d1=0.532, d2=0.592 g=1.513 2/2 [==============================] - 0s 19ms/step >42, 570/693, d1=0.445, d2=0.408 g=1.590 2/2 [==============================] - 0s 18ms/step >42, 571/693, d1=0.561, d2=0.449 g=1.402 2/2 [==============================] - 0s 17ms/step >42, 572/693, d1=0.608, d2=0.540 g=1.283 2/2 [==============================] - 0s 17ms/step >42, 573/693, d1=0.504, d2=0.504 g=1.453 2/2 [==============================] - 0s 20ms/step >42, 574/693, d1=0.518, d2=0.530 g=1.553 2/2 [==============================] - 0s 18ms/step >42, 575/693, d1=0.444, d2=0.535 g=1.708 2/2 [==============================] - 0s 19ms/step >42, 576/693, d1=0.468, d2=0.468 g=1.497 2/2 [==============================] - 0s 17ms/step >42, 577/693, d1=0.469, d2=0.449 g=1.597 2/2 [==============================] - 0s 17ms/step >42, 578/693, d1=0.522, d2=0.439 g=1.401 2/2 [==============================] - 0s 16ms/step >42, 579/693, d1=0.388, d2=0.505 g=1.558 2/2 [==============================] - 0s 18ms/step >42, 580/693, d1=0.488, d2=0.428 g=1.549 2/2 [==============================] - 0s 17ms/step >42, 581/693, d1=0.616, d2=0.441 g=1.358 2/2 [==============================] - 0s 17ms/step >42, 582/693, d1=0.351, d2=0.592 g=1.583 2/2 [==============================] - 0s 17ms/step >42, 583/693, d1=0.444, d2=0.356 g=1.815 2/2 [==============================] - 0s 16ms/step >42, 584/693, d1=0.533, d2=0.342 g=1.506 2/2 [==============================] - 0s 17ms/step >42, 585/693, d1=0.496, d2=0.468 g=1.399 2/2 [==============================] - 0s 17ms/step >42, 586/693, d1=0.435, d2=0.519 g=1.321 2/2 [==============================] - 0s 17ms/step >42, 587/693, d1=0.496, d2=0.427 g=1.499 2/2 [==============================] - 0s 17ms/step >42, 588/693, d1=0.523, d2=0.628 g=1.254 2/2 [==============================] - 0s 16ms/step >42, 589/693, d1=0.403, d2=0.595 g=1.451 2/2 [==============================] - 0s 17ms/step >42, 590/693, d1=0.563, d2=0.423 g=1.520 2/2 [==============================] - 0s 16ms/step >42, 591/693, d1=0.545, d2=0.343 g=1.442 2/2 [==============================] - 0s 17ms/step >42, 592/693, d1=0.458, d2=0.557 g=1.552 2/2 [==============================] - 0s 16ms/step >42, 593/693, d1=0.633, d2=0.457 g=1.436 2/2 [==============================] - 0s 17ms/step >42, 594/693, d1=0.452, d2=0.432 g=1.449 2/2 [==============================] - 0s 18ms/step >42, 595/693, d1=0.621, d2=0.524 g=1.417 2/2 [==============================] - 0s 17ms/step >42, 596/693, d1=0.375, d2=0.429 g=1.414 2/2 [==============================] - 0s 17ms/step >42, 597/693, d1=0.499, d2=0.469 g=1.633 2/2 [==============================] - 0s 18ms/step >42, 598/693, d1=0.398, d2=0.508 g=1.389 2/2 [==============================] - 0s 17ms/step >42, 599/693, d1=0.482, d2=0.440 g=1.398 2/2 [==============================] - 0s 17ms/step >42, 600/693, d1=0.412, d2=0.490 g=1.466 2/2 [==============================] - 0s 17ms/step >42, 601/693, d1=0.526, d2=0.416 g=1.604 2/2 [==============================] - 0s 19ms/step >42, 602/693, d1=0.531, d2=0.424 g=1.364 2/2 [==============================] - 0s 17ms/step >42, 603/693, d1=0.474, d2=0.583 g=1.380 2/2 [==============================] - 0s 18ms/step >42, 604/693, d1=0.481, d2=0.607 g=1.504 2/2 [==============================] - 0s 19ms/step >42, 605/693, d1=0.628, d2=0.555 g=1.667 2/2 [==============================] - 0s 17ms/step >42, 606/693, d1=0.595, d2=0.397 g=1.478 2/2 [==============================] - 0s 17ms/step >42, 607/693, d1=0.380, d2=0.483 g=1.471 2/2 [==============================] - 0s 16ms/step >42, 608/693, d1=0.498, d2=0.460 g=1.335 2/2 [==============================] - 0s 16ms/step >42, 609/693, d1=0.542, d2=0.500 g=1.470 2/2 [==============================] - 0s 17ms/step >42, 610/693, d1=0.552, d2=0.435 g=1.379 2/2 [==============================] - 0s 17ms/step >42, 611/693, d1=0.443, d2=0.612 g=1.381 2/2 [==============================] - 0s 17ms/step >42, 612/693, d1=0.575, d2=0.507 g=1.429 2/2 [==============================] - 0s 17ms/step >42, 613/693, d1=0.489, d2=0.413 g=1.508 2/2 [==============================] - 0s 16ms/step >42, 614/693, d1=0.602, d2=0.410 g=1.426 2/2 [==============================] - 0s 16ms/step >42, 615/693, d1=0.530, d2=0.471 g=1.460 2/2 [==============================] - 0s 16ms/step >42, 616/693, d1=0.515, d2=0.507 g=1.329 2/2 [==============================] - 0s 17ms/step >42, 617/693, d1=0.449, d2=0.465 g=1.603 2/2 [==============================] - 0s 16ms/step >42, 618/693, d1=0.605, d2=0.399 g=1.365 2/2 [==============================] - 0s 16ms/step >42, 619/693, d1=0.454, d2=0.620 g=1.438 2/2 [==============================] - 0s 17ms/step >42, 620/693, d1=0.565, d2=0.500 g=1.539 2/2 [==============================] - 0s 17ms/step >42, 621/693, d1=0.488, d2=0.369 g=1.613 2/2 [==============================] - 0s 16ms/step >42, 622/693, d1=0.602, d2=0.416 g=1.300 2/2 [==============================] - 0s 17ms/step >42, 623/693, d1=0.487, d2=0.492 g=1.328 2/2 [==============================] - 0s 16ms/step >42, 624/693, d1=0.410, d2=0.639 g=1.645 2/2 [==============================] - 0s 17ms/step >42, 625/693, d1=0.619, d2=0.375 g=1.587 2/2 [==============================] - 0s 17ms/step >42, 626/693, d1=0.479, d2=0.408 g=1.458 2/2 [==============================] - 0s 19ms/step >42, 627/693, d1=0.526, d2=0.389 g=1.477 2/2 [==============================] - 0s 17ms/step >42, 628/693, d1=0.469, d2=0.570 g=1.369 2/2 [==============================] - 0s 17ms/step >42, 629/693, d1=0.537, d2=0.468 g=1.324 2/2 [==============================] - 0s 17ms/step >42, 630/693, d1=0.525, d2=0.539 g=1.520 2/2 [==============================] - 0s 17ms/step >42, 631/693, d1=0.552, d2=0.446 g=1.548 2/2 [==============================] - 0s 17ms/step >42, 632/693, d1=0.427, d2=0.347 g=1.658 2/2 [==============================] - 0s 17ms/step >42, 633/693, d1=0.402, d2=0.589 g=1.436 2/2 [==============================] - 0s 16ms/step >42, 634/693, d1=0.478, d2=0.398 g=1.564 2/2 [==============================] - 0s 18ms/step >42, 635/693, d1=0.436, d2=0.432 g=1.717 2/2 [==============================] - 0s 17ms/step >42, 636/693, d1=0.666, d2=0.544 g=1.512 2/2 [==============================] - 0s 18ms/step >42, 637/693, d1=0.618, d2=0.514 g=1.472 2/2 [==============================] - 0s 17ms/step >42, 638/693, d1=0.476, d2=0.447 g=1.350 2/2 [==============================] - 0s 17ms/step >42, 639/693, d1=0.467, d2=0.578 g=1.433 2/2 [==============================] - 0s 17ms/step >42, 640/693, d1=0.497, d2=0.415 g=1.558 2/2 [==============================] - 0s 17ms/step >42, 641/693, d1=0.491, d2=0.466 g=1.563 2/2 [==============================] - 0s 17ms/step >42, 642/693, d1=0.482, d2=0.429 g=1.484 2/2 [==============================] - 0s 17ms/step >42, 643/693, d1=0.527, d2=0.444 g=1.327 2/2 [==============================] - 0s 18ms/step >42, 644/693, d1=0.404, d2=0.526 g=1.481 2/2 [==============================] - 0s 17ms/step >42, 645/693, d1=0.560, d2=0.496 g=1.419 2/2 [==============================] - 0s 16ms/step >42, 646/693, d1=0.558, d2=0.476 g=1.402 2/2 [==============================] - 0s 17ms/step >42, 647/693, d1=0.410, d2=0.428 g=1.440 2/2 [==============================] - 0s 17ms/step >42, 648/693, d1=0.453, d2=0.441 g=1.541 2/2 [==============================] - 0s 17ms/step >42, 649/693, d1=0.552, d2=0.468 g=1.417 2/2 [==============================] - 0s 16ms/step >42, 650/693, d1=0.438, d2=0.512 g=1.446 2/2 [==============================] - 0s 17ms/step >42, 651/693, d1=0.451, d2=0.549 g=1.629 2/2 [==============================] - 0s 17ms/step >42, 652/693, d1=0.556, d2=0.375 g=1.615 2/2 [==============================] - 0s 17ms/step >42, 653/693, d1=0.590, d2=0.426 g=1.442 2/2 [==============================] - 0s 17ms/step >42, 654/693, d1=0.509, d2=0.601 g=1.580 2/2 [==============================] - 0s 17ms/step >42, 655/693, d1=0.492, d2=0.572 g=1.642 2/2 [==============================] - 0s 17ms/step >42, 656/693, d1=0.443, d2=0.533 g=1.674 2/2 [==============================] - 0s 17ms/step >42, 657/693, d1=0.638, d2=0.363 g=1.520 2/2 [==============================] - 0s 18ms/step >42, 658/693, d1=0.560, d2=0.471 g=1.482 2/2 [==============================] - 0s 17ms/step >42, 659/693, d1=0.529, d2=0.476 g=1.567 2/2 [==============================] - 0s 17ms/step >42, 660/693, d1=0.496, d2=0.394 g=1.466 2/2 [==============================] - 0s 17ms/step >42, 661/693, d1=0.558, d2=0.514 g=1.358 2/2 [==============================] - 0s 17ms/step >42, 662/693, d1=0.497, d2=0.706 g=1.495 2/2 [==============================] - 0s 17ms/step >42, 663/693, d1=0.433, d2=0.399 g=1.557 2/2 [==============================] - 0s 17ms/step >42, 664/693, d1=0.541, d2=0.447 g=1.440 2/2 [==============================] - 0s 18ms/step >42, 665/693, d1=0.564, d2=0.381 g=1.246 2/2 [==============================] - 0s 19ms/step >42, 666/693, d1=0.586, d2=0.450 g=1.333 2/2 [==============================] - 0s 18ms/step >42, 667/693, d1=0.462, d2=0.613 g=1.416 2/2 [==============================] - 0s 19ms/step >42, 668/693, d1=0.412, d2=0.519 g=1.434 2/2 [==============================] - 0s 18ms/step >42, 669/693, d1=0.439, d2=0.477 g=1.467 2/2 [==============================] - 0s 16ms/step >42, 670/693, d1=0.505, d2=0.427 g=1.445 2/2 [==============================] - 0s 17ms/step >42, 671/693, d1=0.525, d2=0.454 g=1.493 2/2 [==============================] - 0s 21ms/step >42, 672/693, d1=0.599, d2=0.536 g=1.600 2/2 [==============================] - 0s 17ms/step >42, 673/693, d1=0.533, d2=0.534 g=1.550 2/2 [==============================] - 0s 16ms/step >42, 674/693, d1=0.570, d2=0.483 g=1.591 2/2 [==============================] - 0s 19ms/step >42, 675/693, d1=0.495, d2=0.468 g=1.529 2/2 [==============================] - 0s 19ms/step >42, 676/693, d1=0.462, d2=0.603 g=1.665 2/2 [==============================] - 0s 18ms/step >42, 677/693, d1=0.477, d2=0.399 g=1.602 2/2 [==============================] - 0s 17ms/step >42, 678/693, d1=0.609, d2=0.463 g=1.521 2/2 [==============================] - 0s 18ms/step >42, 679/693, d1=0.629, d2=0.460 g=1.495 2/2 [==============================] - 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0s 17ms/step >43, 9/693, d1=0.598, d2=0.469 g=1.598 2/2 [==============================] - 0s 18ms/step >43, 10/693, d1=0.440, d2=0.462 g=1.478 2/2 [==============================] - 0s 16ms/step >43, 11/693, d1=0.519, d2=0.567 g=1.399 2/2 [==============================] - 0s 17ms/step >43, 12/693, d1=0.544, d2=0.462 g=1.575 2/2 [==============================] - 0s 17ms/step >43, 13/693, d1=0.548, d2=0.453 g=1.504 2/2 [==============================] - 0s 17ms/step >43, 14/693, d1=0.456, d2=0.438 g=1.543 2/2 [==============================] - 0s 18ms/step >43, 15/693, d1=0.535, d2=0.509 g=1.365 2/2 [==============================] - 0s 17ms/step >43, 16/693, d1=0.424, d2=0.591 g=1.537 2/2 [==============================] - 0s 17ms/step >43, 17/693, d1=0.592, d2=0.484 g=1.564 2/2 [==============================] - 0s 17ms/step >43, 18/693, d1=0.643, d2=0.332 g=1.407 2/2 [==============================] - 0s 18ms/step >43, 19/693, d1=0.429, d2=0.522 g=1.290 2/2 [==============================] - 0s 19ms/step >43, 20/693, d1=0.464, d2=0.508 g=1.581 2/2 [==============================] - 0s 20ms/step >43, 21/693, d1=0.558, d2=0.486 g=1.677 2/2 [==============================] - 0s 18ms/step >43, 22/693, d1=0.536, d2=0.345 g=1.633 2/2 [==============================] - 0s 18ms/step >43, 23/693, d1=0.630, d2=0.519 g=1.408 2/2 [==============================] - 0s 17ms/step >43, 24/693, d1=0.488, d2=0.640 g=1.607 2/2 [==============================] - 0s 18ms/step >43, 25/693, d1=0.603, d2=0.488 g=1.480 2/2 [==============================] - 0s 18ms/step >43, 26/693, d1=0.613, d2=0.462 g=1.493 2/2 [==============================] - 0s 16ms/step >43, 27/693, d1=0.519, d2=0.543 g=1.528 2/2 [==============================] - 0s 17ms/step >43, 28/693, d1=0.503, d2=0.370 g=1.732 2/2 [==============================] - 0s 16ms/step >43, 29/693, d1=0.473, d2=0.466 g=1.521 2/2 [==============================] - 0s 17ms/step >43, 30/693, d1=0.599, d2=0.483 g=1.600 2/2 [==============================] - 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0s 16ms/step >43, 75/693, d1=0.370, d2=0.382 g=1.577 2/2 [==============================] - 0s 17ms/step >43, 76/693, d1=0.588, d2=0.455 g=1.517 2/2 [==============================] - 0s 16ms/step >43, 77/693, d1=0.567, d2=0.458 g=1.562 2/2 [==============================] - 0s 17ms/step >43, 78/693, d1=0.683, d2=0.535 g=1.413 2/2 [==============================] - 0s 18ms/step >43, 79/693, d1=0.500, d2=0.572 g=1.456 2/2 [==============================] - 0s 17ms/step >43, 80/693, d1=0.483, d2=0.512 g=1.461 2/2 [==============================] - 0s 18ms/step >43, 81/693, d1=0.586, d2=0.520 g=1.361 2/2 [==============================] - 0s 17ms/step >43, 82/693, d1=0.593, d2=0.504 g=1.271 2/2 [==============================] - 0s 16ms/step >43, 83/693, d1=0.563, d2=0.504 g=1.382 2/2 [==============================] - 0s 17ms/step >43, 84/693, d1=0.545, d2=0.561 g=1.570 2/2 [==============================] - 0s 17ms/step >43, 85/693, d1=0.428, d2=0.527 g=1.485 2/2 [==============================] - 0s 17ms/step >43, 86/693, d1=0.577, d2=0.460 g=1.399 2/2 [==============================] - 0s 16ms/step >43, 87/693, d1=0.454, d2=0.440 g=1.587 2/2 [==============================] - 0s 17ms/step >43, 88/693, d1=0.573, d2=0.602 g=1.504 2/2 [==============================] - 0s 17ms/step >43, 89/693, d1=0.585, d2=0.476 g=1.529 2/2 [==============================] - 0s 17ms/step >43, 90/693, d1=0.557, d2=0.463 g=1.486 2/2 [==============================] - 0s 17ms/step >43, 91/693, d1=0.531, d2=0.493 g=1.371 2/2 [==============================] - 0s 16ms/step >43, 92/693, d1=0.436, d2=0.556 g=1.327 2/2 [==============================] - 0s 17ms/step >43, 93/693, d1=0.378, d2=0.482 g=1.536 2/2 [==============================] - 0s 16ms/step >43, 94/693, d1=0.556, d2=0.429 g=1.638 2/2 [==============================] - 0s 17ms/step >43, 95/693, d1=0.587, d2=0.482 g=1.566 2/2 [==============================] - 0s 16ms/step >43, 96/693, d1=0.516, d2=0.510 g=1.448 2/2 [==============================] - 0s 17ms/step >43, 97/693, d1=0.478, d2=0.405 g=1.775 2/2 [==============================] - 0s 17ms/step >43, 98/693, d1=0.620, d2=0.423 g=1.522 2/2 [==============================] - 0s 16ms/step >43, 99/693, d1=0.418, d2=0.465 g=1.622 2/2 [==============================] - 0s 17ms/step >43, 100/693, d1=0.524, d2=0.501 g=1.492 2/2 [==============================] - 0s 20ms/step >43, 101/693, d1=0.581, d2=0.514 g=1.303 2/2 [==============================] - 0s 17ms/step >43, 102/693, d1=0.347, d2=0.571 g=1.850 2/2 [==============================] - 0s 17ms/step >43, 103/693, d1=0.601, d2=0.321 g=1.584 2/2 [==============================] - 0s 17ms/step >43, 104/693, d1=0.550, d2=0.387 g=1.673 2/2 [==============================] - 0s 17ms/step >43, 105/693, d1=0.433, d2=0.393 g=1.769 2/2 [==============================] - 0s 17ms/step >43, 106/693, d1=0.386, d2=0.359 g=1.662 2/2 [==============================] - 0s 17ms/step >43, 107/693, d1=0.403, d2=0.560 g=1.486 2/2 [==============================] - 0s 17ms/step >43, 108/693, d1=0.507, d2=0.537 g=1.766 2/2 [==============================] - 0s 16ms/step >43, 109/693, d1=0.631, d2=0.413 g=1.695 2/2 [==============================] - 0s 16ms/step >43, 110/693, d1=0.572, d2=0.464 g=1.588 2/2 [==============================] - 0s 16ms/step >43, 111/693, d1=0.450, d2=0.434 g=1.498 2/2 [==============================] - 0s 17ms/step >43, 112/693, d1=0.386, d2=0.496 g=1.638 2/2 [==============================] - 0s 17ms/step >43, 113/693, d1=0.388, d2=0.660 g=1.535 2/2 [==============================] - 0s 16ms/step >43, 114/693, d1=0.516, d2=0.501 g=1.941 2/2 [==============================] - 0s 18ms/step >43, 115/693, d1=0.582, d2=0.316 g=1.605 2/2 [==============================] - 0s 17ms/step >43, 116/693, d1=0.600, d2=0.409 g=1.613 2/2 [==============================] - 0s 17ms/step >43, 117/693, d1=0.488, d2=0.509 g=1.551 2/2 [==============================] - 0s 17ms/step >43, 118/693, d1=0.390, d2=0.424 g=1.740 2/2 [==============================] - 0s 17ms/step >43, 119/693, d1=0.596, d2=0.578 g=1.602 2/2 [==============================] - 0s 16ms/step >43, 120/693, d1=0.617, d2=0.423 g=1.536 2/2 [==============================] - 0s 18ms/step >43, 121/693, d1=0.645, d2=0.530 g=1.366 2/2 [==============================] - 0s 17ms/step >43, 122/693, d1=0.393, d2=0.555 g=1.382 2/2 [==============================] - 0s 17ms/step >43, 123/693, d1=0.471, d2=0.362 g=1.322 2/2 [==============================] - 0s 17ms/step >43, 124/693, d1=0.590, d2=0.498 g=1.341 2/2 [==============================] - 0s 16ms/step >43, 125/693, d1=0.481, d2=0.534 g=1.397 2/2 [==============================] - 0s 17ms/step >43, 126/693, d1=0.431, d2=0.478 g=1.420 2/2 [==============================] - 0s 17ms/step >43, 127/693, d1=0.533, d2=0.542 g=1.517 2/2 [==============================] - 0s 18ms/step >43, 128/693, d1=0.551, d2=0.399 g=1.727 2/2 [==============================] - 0s 17ms/step >43, 129/693, d1=0.616, d2=0.431 g=1.595 2/2 [==============================] - 0s 16ms/step >43, 130/693, d1=0.458, d2=0.464 g=1.395 2/2 [==============================] - 0s 16ms/step >43, 131/693, d1=0.531, d2=0.408 g=1.442 2/2 [==============================] - 0s 16ms/step >43, 132/693, d1=0.471, d2=0.554 g=1.517 2/2 [==============================] - 0s 16ms/step >43, 133/693, d1=0.520, d2=0.496 g=1.568 2/2 [==============================] - 0s 17ms/step >43, 134/693, d1=0.539, d2=0.412 g=1.384 2/2 [==============================] - 0s 16ms/step >43, 135/693, d1=0.503, d2=0.615 g=1.445 2/2 [==============================] - 0s 17ms/step >43, 136/693, d1=0.479, d2=0.502 g=1.688 2/2 [==============================] - 0s 16ms/step >43, 137/693, d1=0.650, d2=0.440 g=1.615 2/2 [==============================] - 0s 16ms/step >43, 138/693, d1=0.723, d2=0.539 g=1.493 2/2 [==============================] - 0s 17ms/step >43, 139/693, d1=0.424, d2=0.677 g=1.383 2/2 [==============================] - 0s 17ms/step >43, 140/693, d1=0.521, d2=0.409 g=1.639 2/2 [==============================] - 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0s 16ms/step >43, 273/693, d1=0.561, d2=0.470 g=1.628 2/2 [==============================] - 0s 16ms/step >43, 274/693, d1=0.652, d2=0.505 g=1.386 2/2 [==============================] - 0s 17ms/step >43, 275/693, d1=0.482, d2=0.451 g=1.354 2/2 [==============================] - 0s 17ms/step >43, 276/693, d1=0.516, d2=0.609 g=1.203 2/2 [==============================] - 0s 17ms/step >43, 277/693, d1=0.530, d2=0.515 g=1.461 2/2 [==============================] - 0s 17ms/step >43, 278/693, d1=0.462, d2=0.490 g=1.418 2/2 [==============================] - 0s 16ms/step >43, 279/693, d1=0.571, d2=0.424 g=1.480 2/2 [==============================] - 0s 19ms/step >43, 280/693, d1=0.443, d2=0.492 g=1.449 2/2 [==============================] - 0s 17ms/step >43, 281/693, d1=0.387, d2=0.492 g=1.338 2/2 [==============================] - 0s 18ms/step >43, 282/693, d1=0.476, d2=0.468 g=1.613 2/2 [==============================] - 0s 21ms/step >43, 283/693, d1=0.595, d2=0.500 g=1.535 2/2 [==============================] - 0s 17ms/step >43, 284/693, d1=0.505, d2=0.453 g=1.507 2/2 [==============================] - 0s 16ms/step >43, 285/693, d1=0.498, d2=0.443 g=1.672 2/2 [==============================] - 0s 17ms/step >43, 286/693, d1=0.448, d2=0.401 g=1.566 2/2 [==============================] - 0s 16ms/step >43, 287/693, d1=0.494, d2=0.455 g=1.754 2/2 [==============================] - 0s 18ms/step >43, 288/693, d1=0.567, d2=0.400 g=1.480 2/2 [==============================] - 0s 17ms/step >43, 289/693, d1=0.571, d2=0.498 g=1.557 2/2 [==============================] - 0s 17ms/step >43, 290/693, d1=0.490, d2=0.735 g=1.569 2/2 [==============================] - 0s 17ms/step >43, 291/693, d1=0.492, d2=0.547 g=1.514 2/2 [==============================] - 0s 16ms/step >43, 292/693, d1=0.601, d2=0.429 g=1.490 2/2 [==============================] - 0s 16ms/step >43, 293/693, d1=0.583, d2=0.463 g=1.421 2/2 [==============================] - 0s 17ms/step >43, 294/693, d1=0.469, d2=0.450 g=1.439 2/2 [==============================] - 0s 17ms/step >43, 295/693, d1=0.468, d2=0.466 g=1.578 2/2 [==============================] - 0s 17ms/step >43, 296/693, d1=0.303, d2=0.381 g=1.498 2/2 [==============================] - 0s 17ms/step >43, 297/693, d1=0.477, d2=0.428 g=1.591 2/2 [==============================] - 0s 18ms/step >43, 298/693, d1=0.456, d2=0.484 g=1.547 2/2 [==============================] - 0s 16ms/step >43, 299/693, d1=0.624, d2=0.482 g=1.590 2/2 [==============================] - 0s 17ms/step >43, 300/693, d1=0.500, d2=0.561 g=1.538 2/2 [==============================] - 0s 17ms/step >43, 301/693, d1=0.595, d2=0.635 g=1.379 2/2 [==============================] - 0s 17ms/step >43, 302/693, d1=0.493, d2=0.446 g=1.467 2/2 [==============================] - 0s 18ms/step >43, 303/693, d1=0.495, d2=0.455 g=1.475 2/2 [==============================] - 0s 16ms/step >43, 304/693, d1=0.575, d2=0.410 g=1.470 2/2 [==============================] - 0s 16ms/step >43, 305/693, d1=0.587, d2=0.448 g=1.405 2/2 [==============================] - 0s 16ms/step >43, 306/693, d1=0.481, d2=0.525 g=1.371 2/2 [==============================] - 0s 17ms/step >43, 307/693, d1=0.585, d2=0.473 g=1.468 2/2 [==============================] - 0s 17ms/step >43, 308/693, d1=0.460, d2=0.505 g=1.473 2/2 [==============================] - 0s 17ms/step >43, 309/693, d1=0.460, d2=0.500 g=1.574 2/2 [==============================] - 0s 16ms/step >43, 310/693, d1=0.664, d2=0.432 g=1.625 2/2 [==============================] - 0s 17ms/step >43, 311/693, d1=0.458, d2=0.547 g=1.601 2/2 [==============================] - 0s 17ms/step >43, 312/693, d1=0.512, d2=0.525 g=1.569 2/2 [==============================] - 0s 16ms/step >43, 313/693, d1=0.535, d2=0.453 g=1.386 2/2 [==============================] - 0s 17ms/step >43, 314/693, d1=0.399, d2=0.523 g=1.520 2/2 [==============================] - 0s 16ms/step >43, 315/693, d1=0.483, d2=0.457 g=1.474 2/2 [==============================] - 0s 17ms/step >43, 316/693, d1=0.532, d2=0.438 g=1.506 2/2 [==============================] - 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0s 24ms/step >43, 328/693, d1=0.432, d2=0.465 g=1.475 2/2 [==============================] - 0s 19ms/step >43, 329/693, d1=0.494, d2=0.583 g=1.528 2/2 [==============================] - 0s 19ms/step >43, 330/693, d1=0.469, d2=0.373 g=1.585 2/2 [==============================] - 0s 19ms/step >43, 331/693, d1=0.566, d2=0.335 g=1.593 2/2 [==============================] - 0s 21ms/step >43, 332/693, d1=0.469, d2=0.507 g=1.664 2/2 [==============================] - 0s 21ms/step >43, 333/693, d1=0.350, d2=0.422 g=1.580 2/2 [==============================] - 0s 21ms/step >43, 334/693, d1=0.414, d2=0.409 g=1.685 2/2 [==============================] - 0s 20ms/step >43, 335/693, d1=0.490, d2=0.437 g=1.441 2/2 [==============================] - 0s 20ms/step >43, 336/693, d1=0.444, d2=0.504 g=1.539 2/2 [==============================] - 0s 18ms/step >43, 337/693, d1=0.538, d2=0.469 g=1.522 2/2 [==============================] - 0s 21ms/step >43, 338/693, d1=0.505, d2=0.509 g=1.390 2/2 [==============================] - 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0s 18ms/step >43, 350/693, d1=0.668, d2=0.354 g=1.495 2/2 [==============================] - 0s 21ms/step >43, 351/693, d1=0.535, d2=0.490 g=1.493 2/2 [==============================] - 0s 21ms/step >43, 352/693, d1=0.394, d2=0.466 g=1.449 2/2 [==============================] - 0s 19ms/step >43, 353/693, d1=0.453, d2=0.501 g=1.333 2/2 [==============================] - 0s 20ms/step >43, 354/693, d1=0.395, d2=0.446 g=1.511 2/2 [==============================] - 0s 20ms/step >43, 355/693, d1=0.486, d2=0.442 g=1.606 2/2 [==============================] - 0s 21ms/step >43, 356/693, d1=0.643, d2=0.486 g=1.488 2/2 [==============================] - 0s 21ms/step >43, 357/693, d1=0.522, d2=0.480 g=1.451 2/2 [==============================] - 0s 20ms/step >43, 358/693, d1=0.526, d2=0.470 g=1.472 2/2 [==============================] - 0s 20ms/step >43, 359/693, d1=0.602, d2=0.525 g=1.472 2/2 [==============================] - 0s 20ms/step >43, 360/693, d1=0.449, d2=0.504 g=1.538 2/2 [==============================] - 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0s 18ms/step >43, 427/693, d1=0.444, d2=0.548 g=1.401 2/2 [==============================] - 0s 17ms/step >43, 428/693, d1=0.378, d2=0.556 g=1.544 2/2 [==============================] - 0s 19ms/step >43, 429/693, d1=0.490, d2=0.421 g=1.557 2/2 [==============================] - 0s 16ms/step >43, 430/693, d1=0.623, d2=0.409 g=1.386 2/2 [==============================] - 0s 17ms/step >43, 431/693, d1=0.420, d2=0.394 g=1.403 2/2 [==============================] - 0s 17ms/step >43, 432/693, d1=0.483, d2=0.462 g=1.486 2/2 [==============================] - 0s 17ms/step >43, 433/693, d1=0.358, d2=0.514 g=1.625 2/2 [==============================] - 0s 16ms/step >43, 434/693, d1=0.603, d2=0.352 g=1.499 2/2 [==============================] - 0s 17ms/step >43, 435/693, d1=0.400, d2=0.522 g=1.449 2/2 [==============================] - 0s 18ms/step >43, 436/693, d1=0.516, d2=0.606 g=1.429 2/2 [==============================] - 0s 17ms/step >43, 437/693, d1=0.442, d2=0.522 g=1.583 2/2 [==============================] - 0s 18ms/step >43, 438/693, d1=0.569, d2=0.445 g=1.572 2/2 [==============================] - 0s 18ms/step >43, 439/693, d1=0.621, d2=0.508 g=1.559 2/2 [==============================] - 0s 17ms/step >43, 440/693, d1=0.517, d2=0.413 g=1.585 2/2 [==============================] - 0s 18ms/step >43, 441/693, d1=0.498, d2=0.399 g=1.410 2/2 [==============================] - 0s 16ms/step >43, 442/693, d1=0.405, d2=0.533 g=1.549 2/2 [==============================] - 0s 18ms/step >43, 443/693, d1=0.462, d2=0.384 g=1.645 2/2 [==============================] - 0s 18ms/step >43, 444/693, d1=0.602, d2=0.409 g=1.531 2/2 [==============================] - 0s 17ms/step >43, 445/693, d1=0.434, d2=0.400 g=1.336 2/2 [==============================] - 0s 18ms/step >43, 446/693, d1=0.410, d2=0.564 g=1.529 2/2 [==============================] - 0s 18ms/step >43, 447/693, d1=0.486, d2=0.541 g=1.655 2/2 [==============================] - 0s 18ms/step >43, 448/693, d1=0.512, d2=0.381 g=1.691 2/2 [==============================] - 0s 17ms/step >43, 449/693, d1=0.634, d2=0.528 g=1.649 2/2 [==============================] - 0s 17ms/step >43, 450/693, d1=0.562, d2=0.451 g=1.642 2/2 [==============================] - 0s 17ms/step >43, 451/693, d1=0.534, d2=0.581 g=1.387 2/2 [==============================] - 0s 18ms/step >43, 452/693, d1=0.452, d2=0.551 g=1.712 2/2 [==============================] - 0s 17ms/step >43, 453/693, d1=0.607, d2=0.395 g=1.660 2/2 [==============================] - 0s 18ms/step >43, 454/693, d1=0.516, d2=0.380 g=1.497 2/2 [==============================] - 0s 18ms/step >43, 455/693, d1=0.381, d2=0.531 g=1.477 2/2 [==============================] - 0s 17ms/step >43, 456/693, d1=0.530, d2=0.468 g=1.612 2/2 [==============================] - 0s 18ms/step >43, 457/693, d1=0.602, d2=0.472 g=1.751 2/2 [==============================] - 0s 17ms/step >43, 458/693, d1=0.474, d2=0.428 g=1.649 2/2 [==============================] - 0s 16ms/step >43, 459/693, d1=0.597, d2=0.489 g=1.419 2/2 [==============================] - 0s 18ms/step >43, 460/693, d1=0.367, d2=0.520 g=1.452 2/2 [==============================] - 0s 17ms/step >43, 461/693, d1=0.418, d2=0.446 g=1.578 2/2 [==============================] - 0s 17ms/step >43, 462/693, d1=0.564, d2=0.419 g=1.408 2/2 [==============================] - 0s 19ms/step >43, 463/693, d1=0.414, d2=0.386 g=1.427 2/2 [==============================] - 0s 18ms/step >43, 464/693, d1=0.494, d2=0.483 g=1.422 2/2 [==============================] - 0s 17ms/step >43, 465/693, d1=0.447, d2=0.582 g=1.510 2/2 [==============================] - 0s 17ms/step >43, 466/693, d1=0.544, d2=0.578 g=1.498 2/2 [==============================] - 0s 17ms/step >43, 467/693, d1=0.542, d2=0.472 g=1.676 2/2 [==============================] - 0s 18ms/step >43, 468/693, d1=0.512, d2=0.400 g=1.494 2/2 [==============================] - 0s 17ms/step >43, 469/693, d1=0.424, d2=0.552 g=1.491 2/2 [==============================] - 0s 17ms/step >43, 470/693, d1=0.501, d2=0.426 g=1.677 2/2 [==============================] - 0s 17ms/step >43, 471/693, d1=0.501, d2=0.356 g=1.557 2/2 [==============================] - 0s 18ms/step >43, 472/693, d1=0.427, d2=0.476 g=1.481 2/2 [==============================] - 0s 17ms/step >43, 473/693, d1=0.538, d2=0.564 g=1.474 2/2 [==============================] - 0s 16ms/step >43, 474/693, d1=0.432, d2=0.553 g=1.568 2/2 [==============================] - 0s 16ms/step >43, 475/693, d1=0.674, d2=0.396 g=1.525 2/2 [==============================] - 0s 16ms/step >43, 476/693, d1=0.524, d2=0.495 g=1.502 2/2 [==============================] - 0s 18ms/step >43, 477/693, d1=0.499, d2=0.396 g=1.451 2/2 [==============================] - 0s 18ms/step >43, 478/693, d1=0.403, d2=0.459 g=1.507 2/2 [==============================] - 0s 19ms/step >43, 479/693, d1=0.522, d2=0.553 g=1.598 2/2 [==============================] - 0s 16ms/step >43, 480/693, d1=0.462, d2=0.527 g=1.539 2/2 [==============================] - 0s 18ms/step >43, 481/693, d1=0.667, d2=0.481 g=1.512 2/2 [==============================] - 0s 18ms/step >43, 482/693, d1=0.505, d2=0.581 g=1.635 2/2 [==============================] - 0s 19ms/step >43, 483/693, d1=0.745, d2=0.434 g=1.429 2/2 [==============================] - 0s 16ms/step >43, 484/693, d1=0.484, d2=0.516 g=1.523 2/2 [==============================] - 0s 16ms/step >43, 485/693, d1=0.424, d2=0.516 g=1.423 2/2 [==============================] - 0s 18ms/step >43, 486/693, d1=0.535, d2=0.527 g=1.309 2/2 [==============================] - 0s 17ms/step >43, 487/693, d1=0.476, d2=0.656 g=1.593 2/2 [==============================] - 0s 18ms/step >43, 488/693, d1=0.544, d2=0.431 g=1.576 2/2 [==============================] - 0s 18ms/step >43, 489/693, d1=0.483, d2=0.344 g=1.565 2/2 [==============================] - 0s 17ms/step >43, 490/693, d1=0.536, d2=0.452 g=1.413 2/2 [==============================] - 0s 18ms/step >43, 491/693, d1=0.500, d2=0.436 g=1.528 2/2 [==============================] - 0s 16ms/step >43, 492/693, d1=0.546, d2=0.563 g=1.657 2/2 [==============================] - 0s 17ms/step >43, 493/693, d1=0.459, d2=0.490 g=1.803 2/2 [==============================] - 0s 17ms/step >43, 494/693, d1=0.483, d2=0.409 g=1.735 2/2 [==============================] - 0s 17ms/step >43, 495/693, d1=0.548, d2=0.447 g=1.335 2/2 [==============================] - 0s 18ms/step >43, 496/693, d1=0.410, d2=0.502 g=1.565 2/2 [==============================] - 0s 16ms/step >43, 497/693, d1=0.438, d2=0.346 g=1.779 2/2 [==============================] - 0s 17ms/step >43, 498/693, d1=0.609, d2=0.400 g=1.613 2/2 [==============================] - 0s 18ms/step >43, 499/693, d1=0.557, d2=0.500 g=1.691 2/2 [==============================] - 0s 17ms/step >43, 500/693, d1=0.451, d2=0.642 g=1.676 2/2 [==============================] - 0s 17ms/step >43, 501/693, d1=0.654, d2=0.334 g=1.521 2/2 [==============================] - 0s 19ms/step >43, 502/693, d1=0.444, d2=0.642 g=1.420 2/2 [==============================] - 0s 17ms/step >43, 503/693, d1=0.590, d2=0.399 g=1.559 2/2 [==============================] - 0s 18ms/step >43, 504/693, d1=0.529, d2=0.485 g=1.391 2/2 [==============================] - 0s 17ms/step >43, 505/693, d1=0.501, d2=0.526 g=1.505 2/2 [==============================] - 0s 18ms/step >43, 506/693, d1=0.494, d2=0.578 g=1.431 2/2 [==============================] - 0s 17ms/step >43, 507/693, d1=0.529, d2=0.417 g=1.614 2/2 [==============================] - 0s 16ms/step >43, 508/693, d1=0.430, d2=0.364 g=1.786 2/2 [==============================] - 0s 17ms/step >43, 509/693, d1=0.556, d2=0.418 g=1.613 2/2 [==============================] - 0s 20ms/step >43, 510/693, d1=0.450, d2=0.391 g=1.518 2/2 [==============================] - 0s 18ms/step >43, 511/693, d1=0.432, d2=0.522 g=1.527 2/2 [==============================] - 0s 18ms/step >43, 512/693, d1=0.449, d2=0.609 g=1.806 2/2 [==============================] - 0s 18ms/step >43, 513/693, d1=0.540, d2=0.444 g=1.603 2/2 [==============================] - 0s 17ms/step >43, 514/693, d1=0.556, d2=0.501 g=1.460 2/2 [==============================] - 0s 17ms/step >43, 515/693, d1=0.480, d2=0.434 g=1.502 2/2 [==============================] - 0s 17ms/step >43, 516/693, d1=0.512, d2=0.395 g=1.421 2/2 [==============================] - 0s 18ms/step >43, 517/693, d1=0.609, d2=0.588 g=1.328 2/2 [==============================] - 0s 17ms/step >43, 518/693, d1=0.525, d2=0.535 g=1.548 2/2 [==============================] - 0s 16ms/step >43, 519/693, d1=0.446, d2=0.524 g=1.550 2/2 [==============================] - 0s 17ms/step >43, 520/693, d1=0.482, d2=0.403 g=1.691 2/2 [==============================] - 0s 18ms/step >43, 521/693, d1=0.523, d2=0.371 g=1.484 2/2 [==============================] - 0s 17ms/step >43, 522/693, d1=0.476, d2=0.524 g=1.401 2/2 [==============================] - 0s 16ms/step >43, 523/693, d1=0.466, d2=0.442 g=1.868 2/2 [==============================] - 0s 17ms/step >43, 524/693, d1=0.542, d2=0.377 g=1.751 2/2 [==============================] - 0s 18ms/step >43, 525/693, d1=0.659, d2=0.408 g=1.571 2/2 [==============================] - 0s 19ms/step >43, 526/693, d1=0.536, d2=0.480 g=1.528 2/2 [==============================] - 0s 18ms/step >43, 527/693, d1=0.472, d2=0.504 g=1.520 2/2 [==============================] - 0s 19ms/step >43, 528/693, d1=0.350, d2=0.632 g=1.753 2/2 [==============================] - 0s 18ms/step >43, 529/693, d1=0.604, d2=0.456 g=1.619 2/2 [==============================] - 0s 16ms/step >43, 530/693, d1=0.512, d2=0.453 g=1.573 2/2 [==============================] - 0s 17ms/step >43, 531/693, d1=0.561, d2=0.448 g=1.458 2/2 [==============================] - 0s 18ms/step >43, 532/693, d1=0.485, d2=0.541 g=1.544 2/2 [==============================] - 0s 19ms/step >43, 533/693, d1=0.607, d2=0.446 g=1.411 2/2 [==============================] - 0s 17ms/step >43, 534/693, d1=0.486, d2=0.541 g=1.463 2/2 [==============================] - 0s 17ms/step >43, 535/693, d1=0.566, d2=0.605 g=1.528 2/2 [==============================] - 0s 18ms/step >43, 536/693, d1=0.510, d2=0.407 g=1.402 2/2 [==============================] - 0s 18ms/step >43, 537/693, d1=0.542, d2=0.519 g=1.536 2/2 [==============================] - 0s 17ms/step >43, 538/693, d1=0.509, d2=0.473 g=1.704 2/2 [==============================] - 0s 17ms/step >43, 539/693, d1=0.451, d2=0.435 g=1.339 2/2 [==============================] - 0s 17ms/step >43, 540/693, d1=0.501, d2=0.448 g=1.493 2/2 [==============================] - 0s 17ms/step >43, 541/693, d1=0.609, d2=0.428 g=1.455 2/2 [==============================] - 0s 20ms/step >43, 542/693, d1=0.515, d2=0.525 g=1.366 2/2 [==============================] - 0s 18ms/step >43, 543/693, d1=0.511, d2=0.536 g=1.314 2/2 [==============================] - 0s 18ms/step >43, 544/693, d1=0.401, d2=0.512 g=1.567 2/2 [==============================] - 0s 16ms/step >43, 545/693, d1=0.579, d2=0.481 g=1.432 2/2 [==============================] - 0s 18ms/step >43, 546/693, d1=0.454, d2=0.424 g=1.443 2/2 [==============================] - 0s 16ms/step >43, 547/693, d1=0.427, d2=0.511 g=1.508 2/2 [==============================] - 0s 17ms/step >43, 548/693, d1=0.428, d2=0.489 g=1.458 2/2 [==============================] - 0s 17ms/step >43, 549/693, d1=0.584, d2=0.367 g=1.590 2/2 [==============================] - 0s 17ms/step >43, 550/693, d1=0.600, d2=0.614 g=1.409 2/2 [==============================] - 0s 18ms/step >43, 551/693, d1=0.464, d2=0.532 g=1.483 2/2 [==============================] - 0s 18ms/step >43, 552/693, d1=0.518, d2=0.470 g=1.485 2/2 [==============================] - 0s 16ms/step >43, 553/693, d1=0.552, d2=0.467 g=1.392 2/2 [==============================] - 0s 17ms/step >43, 554/693, d1=0.385, d2=0.447 g=1.632 2/2 [==============================] - 0s 16ms/step >43, 555/693, d1=0.575, d2=0.394 g=1.508 2/2 [==============================] - 0s 16ms/step >43, 556/693, d1=0.498, d2=0.590 g=1.493 2/2 [==============================] - 0s 18ms/step >43, 557/693, d1=0.448, d2=0.409 g=1.603 2/2 [==============================] - 0s 18ms/step >43, 558/693, d1=0.552, d2=0.424 g=1.484 2/2 [==============================] - 0s 17ms/step >43, 559/693, d1=0.477, d2=0.450 g=1.463 2/2 [==============================] - 0s 19ms/step >43, 560/693, d1=0.568, d2=0.516 g=1.464 2/2 [==============================] - 0s 17ms/step >43, 561/693, d1=0.559, d2=0.380 g=1.279 2/2 [==============================] - 0s 18ms/step >43, 562/693, d1=0.335, d2=0.552 g=1.324 2/2 [==============================] - 0s 19ms/step >43, 563/693, d1=0.537, d2=0.365 g=1.395 2/2 [==============================] - 0s 16ms/step >43, 564/693, d1=0.455, d2=0.463 g=1.538 2/2 [==============================] - 0s 17ms/step >43, 565/693, d1=0.419, d2=0.400 g=1.746 2/2 [==============================] - 0s 18ms/step >43, 566/693, d1=0.502, d2=0.401 g=1.462 2/2 [==============================] - 0s 17ms/step >43, 567/693, d1=0.362, d2=0.534 g=1.799 2/2 [==============================] - 0s 18ms/step >43, 568/693, d1=0.634, d2=0.473 g=1.559 2/2 [==============================] - 0s 18ms/step >43, 569/693, d1=0.412, d2=0.376 g=1.702 2/2 [==============================] - 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0s 19ms/step >43, 636/693, d1=0.462, d2=0.563 g=1.486 2/2 [==============================] - 0s 17ms/step >43, 637/693, d1=0.463, d2=0.576 g=1.645 2/2 [==============================] - 0s 18ms/step >43, 638/693, d1=0.537, d2=0.369 g=1.452 2/2 [==============================] - 0s 17ms/step >43, 639/693, d1=0.460, d2=0.353 g=1.616 2/2 [==============================] - 0s 16ms/step >43, 640/693, d1=0.490, d2=0.400 g=1.507 2/2 [==============================] - 0s 17ms/step >43, 641/693, d1=0.367, d2=0.499 g=1.382 2/2 [==============================] - 0s 17ms/step >43, 642/693, d1=0.500, d2=0.524 g=1.621 2/2 [==============================] - 0s 17ms/step >43, 643/693, d1=0.508, d2=0.422 g=1.639 2/2 [==============================] - 0s 18ms/step >43, 644/693, d1=0.462, d2=0.488 g=1.545 2/2 [==============================] - 0s 17ms/step >43, 645/693, d1=0.512, d2=0.456 g=1.398 2/2 [==============================] - 0s 18ms/step >43, 646/693, d1=0.460, d2=0.440 g=1.629 2/2 [==============================] - 0s 18ms/step >43, 647/693, d1=0.476, d2=0.526 g=1.500 2/2 [==============================] - 0s 18ms/step >43, 648/693, d1=0.452, d2=0.420 g=1.455 2/2 [==============================] - 0s 18ms/step >43, 649/693, d1=0.505, d2=0.469 g=1.568 2/2 [==============================] - 0s 18ms/step >43, 650/693, d1=0.450, d2=0.464 g=1.675 2/2 [==============================] - 0s 17ms/step >43, 651/693, d1=0.442, d2=0.458 g=1.545 2/2 [==============================] - 0s 19ms/step >43, 652/693, d1=0.552, d2=0.447 g=1.476 2/2 [==============================] - 0s 17ms/step >43, 653/693, d1=0.555, d2=0.439 g=1.448 2/2 [==============================] - 0s 17ms/step >43, 654/693, d1=0.552, d2=0.456 g=1.597 2/2 [==============================] - 0s 17ms/step >43, 655/693, d1=0.658, d2=0.508 g=1.458 2/2 [==============================] - 0s 17ms/step >43, 656/693, d1=0.475, d2=0.471 g=1.532 2/2 [==============================] - 0s 16ms/step >43, 657/693, d1=0.521, d2=0.444 g=1.412 2/2 [==============================] - 0s 17ms/step >43, 658/693, d1=0.480, d2=0.610 g=1.653 2/2 [==============================] - 0s 16ms/step >43, 659/693, d1=0.580, d2=0.473 g=1.704 2/2 [==============================] - 0s 16ms/step >43, 660/693, d1=0.629, d2=0.442 g=1.559 2/2 [==============================] - 0s 16ms/step >43, 661/693, d1=0.468, d2=0.348 g=1.515 2/2 [==============================] - 0s 18ms/step >43, 662/693, d1=0.494, d2=0.551 g=1.499 2/2 [==============================] - 0s 16ms/step >43, 663/693, d1=0.579, d2=0.500 g=1.527 2/2 [==============================] - 0s 19ms/step >43, 664/693, d1=0.502, d2=0.485 g=1.418 2/2 [==============================] - 0s 20ms/step >43, 665/693, d1=0.495, d2=0.484 g=1.526 2/2 [==============================] - 0s 20ms/step >43, 666/693, d1=0.556, d2=0.522 g=1.571 2/2 [==============================] - 0s 19ms/step >43, 667/693, d1=0.521, d2=0.445 g=1.512 2/2 [==============================] - 0s 18ms/step >43, 668/693, d1=0.502, d2=0.489 g=1.472 2/2 [==============================] - 0s 18ms/step >43, 669/693, d1=0.523, d2=0.511 g=1.518 2/2 [==============================] - 0s 19ms/step >43, 670/693, d1=0.544, d2=0.474 g=1.563 2/2 [==============================] - 0s 16ms/step >43, 671/693, d1=0.573, d2=0.349 g=1.411 2/2 [==============================] - 0s 20ms/step >43, 672/693, d1=0.582, d2=0.479 g=1.274 2/2 [==============================] - 0s 19ms/step >43, 673/693, d1=0.426, d2=0.559 g=1.386 2/2 [==============================] - 0s 18ms/step >43, 674/693, d1=0.498, d2=0.460 g=1.495 2/2 [==============================] - 0s 17ms/step >43, 675/693, d1=0.453, d2=0.573 g=1.442 2/2 [==============================] - 0s 18ms/step >43, 676/693, d1=0.689, d2=0.451 g=1.372 2/2 [==============================] - 0s 19ms/step >43, 677/693, d1=0.450, d2=0.458 g=1.526 2/2 [==============================] - 0s 18ms/step >43, 678/693, d1=0.472, d2=0.381 g=1.362 2/2 [==============================] - 0s 19ms/step >43, 679/693, d1=0.528, d2=0.409 g=1.439 2/2 [==============================] - 0s 19ms/step >43, 680/693, d1=0.507, d2=0.470 g=1.552 2/2 [==============================] - 0s 18ms/step >43, 681/693, d1=0.485, d2=0.395 g=1.567 2/2 [==============================] - 0s 20ms/step >43, 682/693, d1=0.487, d2=0.465 g=1.402 2/2 [==============================] - 0s 19ms/step >43, 683/693, d1=0.504, d2=0.609 g=1.480 2/2 [==============================] - 0s 18ms/step >43, 684/693, d1=0.625, d2=0.511 g=1.340 2/2 [==============================] - 0s 18ms/step >43, 685/693, d1=0.473, d2=0.497 g=1.455 2/2 [==============================] - 0s 21ms/step >43, 686/693, d1=0.461, d2=0.373 g=1.589 2/2 [==============================] - 0s 19ms/step >43, 687/693, d1=0.490, d2=0.560 g=1.537 2/2 [==============================] - 0s 19ms/step >43, 688/693, d1=0.626, d2=0.493 g=1.494 2/2 [==============================] - 0s 19ms/step >43, 689/693, d1=0.435, d2=0.488 g=1.466 2/2 [==============================] - 0s 18ms/step >43, 690/693, d1=0.389, d2=0.392 g=1.598 2/2 [==============================] - 0s 16ms/step >43, 691/693, d1=0.576, d2=0.599 g=1.639 2/2 [==============================] - 0s 17ms/step >43, 692/693, d1=0.604, d2=0.404 g=1.376 2/2 [==============================] - 0s 18ms/step >43, 693/693, d1=0.487, d2=0.556 g=1.443 2/2 [==============================] - 0s 18ms/step >44, 1/693, d1=0.420, d2=0.520 g=1.533 2/2 [==============================] - 0s 19ms/step >44, 2/693, d1=0.483, d2=0.453 g=1.474 2/2 [==============================] - 0s 19ms/step >44, 3/693, d1=0.510, d2=0.396 g=1.579 2/2 [==============================] - 0s 17ms/step >44, 4/693, d1=0.423, d2=0.552 g=1.584 2/2 [==============================] - 0s 19ms/step >44, 5/693, d1=0.547, d2=0.454 g=1.508 2/2 [==============================] - 0s 21ms/step >44, 6/693, d1=0.499, d2=0.565 g=1.573 2/2 [==============================] - 0s 19ms/step >44, 7/693, d1=0.542, d2=0.382 g=1.534 2/2 [==============================] - 0s 19ms/step >44, 8/693, d1=0.516, d2=0.498 g=1.367 2/2 [==============================] - 0s 18ms/step >44, 9/693, d1=0.415, d2=0.547 g=1.722 2/2 [==============================] - 0s 19ms/step >44, 10/693, d1=0.551, d2=0.441 g=1.745 2/2 [==============================] - 0s 20ms/step >44, 11/693, d1=0.568, d2=0.444 g=1.625 2/2 [==============================] - 0s 18ms/step >44, 12/693, d1=0.539, d2=0.366 g=1.422 2/2 [==============================] - 0s 20ms/step >44, 13/693, d1=0.495, d2=0.610 g=1.429 2/2 [==============================] - 0s 18ms/step >44, 14/693, d1=0.560, d2=0.469 g=1.432 2/2 [==============================] - 0s 21ms/step >44, 15/693, d1=0.426, d2=0.513 g=1.364 2/2 [==============================] - 0s 19ms/step >44, 16/693, d1=0.519, d2=0.510 g=1.561 2/2 [==============================] - 0s 18ms/step >44, 17/693, d1=0.449, d2=0.473 g=1.588 2/2 [==============================] - 0s 18ms/step >44, 18/693, d1=0.694, d2=0.457 g=1.348 2/2 [==============================] - 0s 19ms/step >44, 19/693, d1=0.529, d2=0.478 g=1.481 2/2 [==============================] - 0s 17ms/step >44, 20/693, d1=0.502, d2=0.520 g=1.527 2/2 [==============================] - 0s 18ms/step >44, 21/693, d1=0.563, d2=0.457 g=1.519 2/2 [==============================] - 0s 18ms/step >44, 22/693, d1=0.471, d2=0.599 g=1.321 2/2 [==============================] - 0s 18ms/step >44, 23/693, d1=0.548, d2=0.507 g=1.555 2/2 [==============================] - 0s 18ms/step >44, 24/693, d1=0.532, d2=0.493 g=1.538 2/2 [==============================] - 0s 20ms/step >44, 25/693, d1=0.559, d2=0.499 g=1.477 2/2 [==============================] - 0s 17ms/step >44, 26/693, d1=0.441, d2=0.494 g=1.642 2/2 [==============================] - 0s 19ms/step >44, 27/693, d1=0.454, d2=0.451 g=1.725 2/2 [==============================] - 0s 21ms/step >44, 28/693, d1=0.551, d2=0.517 g=1.750 2/2 [==============================] - 0s 22ms/step >44, 29/693, d1=0.614, d2=0.405 g=1.563 2/2 [==============================] - 0s 21ms/step >44, 30/693, d1=0.492, d2=0.490 g=1.415 2/2 [==============================] - 0s 22ms/step >44, 31/693, d1=0.595, d2=0.532 g=1.576 2/2 [==============================] - 0s 20ms/step >44, 32/693, d1=0.326, d2=0.402 g=1.609 2/2 [==============================] - 0s 16ms/step >44, 33/693, d1=0.557, d2=0.472 g=1.535 2/2 [==============================] - 0s 19ms/step >44, 34/693, d1=0.474, d2=0.436 g=1.327 2/2 [==============================] - 0s 18ms/step >44, 35/693, d1=0.570, d2=0.478 g=1.387 2/2 [==============================] - 0s 17ms/step >44, 36/693, d1=0.476, d2=0.591 g=1.622 2/2 [==============================] - 0s 17ms/step >44, 37/693, d1=0.550, d2=0.476 g=1.444 2/2 [==============================] - 0s 17ms/step >44, 38/693, d1=0.522, d2=0.448 g=1.507 2/2 [==============================] - 0s 19ms/step >44, 39/693, d1=0.490, d2=0.464 g=1.514 2/2 [==============================] - 0s 16ms/step >44, 40/693, d1=0.508, d2=0.458 g=1.302 2/2 [==============================] - 0s 17ms/step >44, 41/693, d1=0.464, d2=0.565 g=1.560 2/2 [==============================] - 0s 17ms/step >44, 42/693, d1=0.623, d2=0.476 g=1.456 2/2 [==============================] - 0s 17ms/step >44, 43/693, d1=0.432, d2=0.486 g=1.553 2/2 [==============================] - 0s 17ms/step >44, 44/693, d1=0.487, d2=0.401 g=1.680 2/2 [==============================] - 0s 17ms/step >44, 45/693, d1=0.563, d2=0.523 g=1.496 2/2 [==============================] - 0s 18ms/step >44, 46/693, d1=0.512, d2=0.492 g=1.594 2/2 [==============================] - 0s 19ms/step >44, 47/693, d1=0.481, d2=0.380 g=1.477 2/2 [==============================] - 0s 17ms/step >44, 48/693, d1=0.591, d2=0.564 g=1.422 2/2 [==============================] - 0s 17ms/step >44, 49/693, d1=0.524, d2=0.493 g=1.443 2/2 [==============================] - 0s 17ms/step >44, 50/693, d1=0.512, d2=0.493 g=1.368 2/2 [==============================] - 0s 17ms/step >44, 51/693, d1=0.606, d2=0.512 g=1.323 2/2 [==============================] - 0s 17ms/step >44, 52/693, d1=0.537, d2=0.563 g=1.435 2/2 [==============================] - 0s 16ms/step >44, 53/693, d1=0.480, d2=0.606 g=1.535 2/2 [==============================] - 0s 16ms/step >44, 54/693, d1=0.536, d2=0.533 g=1.637 2/2 [==============================] - 0s 16ms/step >44, 55/693, d1=0.702, d2=0.380 g=1.421 2/2 [==============================] - 0s 18ms/step >44, 56/693, d1=0.476, d2=0.407 g=1.453 2/2 [==============================] - 0s 18ms/step >44, 57/693, d1=0.560, d2=0.501 g=1.537 2/2 [==============================] - 0s 18ms/step >44, 58/693, d1=0.490, d2=0.590 g=1.478 2/2 [==============================] - 0s 17ms/step >44, 59/693, d1=0.558, d2=0.548 g=1.561 2/2 [==============================] - 0s 17ms/step >44, 60/693, d1=0.594, d2=0.434 g=1.463 2/2 [==============================] - 0s 18ms/step >44, 61/693, d1=0.582, d2=0.474 g=1.319 2/2 [==============================] - 0s 18ms/step >44, 62/693, d1=0.457, d2=0.468 g=1.668 2/2 [==============================] - 0s 17ms/step >44, 63/693, d1=0.309, d2=0.385 g=1.742 2/2 [==============================] - 0s 18ms/step >44, 64/693, d1=0.505, d2=0.386 g=1.568 2/2 [==============================] - 0s 18ms/step >44, 65/693, d1=0.444, d2=0.431 g=1.435 2/2 [==============================] - 0s 17ms/step >44, 66/693, d1=0.377, d2=0.504 g=1.668 2/2 [==============================] - 0s 17ms/step >44, 67/693, d1=0.530, d2=0.429 g=1.718 2/2 [==============================] - 0s 17ms/step >44, 68/693, d1=0.499, d2=0.362 g=1.633 2/2 [==============================] - 0s 18ms/step >44, 69/693, d1=0.456, d2=0.496 g=1.503 2/2 [==============================] - 0s 18ms/step >44, 70/693, d1=0.424, d2=0.454 g=1.797 2/2 [==============================] - 0s 17ms/step >44, 71/693, d1=0.600, d2=0.443 g=1.565 2/2 [==============================] - 0s 18ms/step >44, 72/693, d1=0.619, d2=0.410 g=1.523 2/2 [==============================] - 0s 18ms/step >44, 73/693, d1=0.399, d2=0.465 g=1.533 2/2 [==============================] - 0s 18ms/step >44, 74/693, d1=0.515, d2=0.444 g=1.513 2/2 [==============================] - 0s 18ms/step >44, 75/693, d1=0.503, d2=0.537 g=1.573 2/2 [==============================] - 0s 16ms/step >44, 76/693, d1=0.456, d2=0.433 g=1.488 2/2 [==============================] - 0s 18ms/step >44, 77/693, d1=0.457, d2=0.507 g=1.611 2/2 [==============================] - 0s 16ms/step >44, 78/693, d1=0.430, d2=0.493 g=1.862 2/2 [==============================] - 0s 18ms/step >44, 79/693, d1=0.556, d2=0.477 g=1.596 2/2 [==============================] - 0s 17ms/step >44, 80/693, d1=0.572, d2=0.429 g=1.597 2/2 [==============================] - 0s 16ms/step >44, 81/693, d1=0.544, d2=0.397 g=1.470 2/2 [==============================] - 0s 19ms/step >44, 82/693, d1=0.402, d2=0.517 g=1.583 2/2 [==============================] - 0s 17ms/step >44, 83/693, d1=0.460, d2=0.494 g=1.565 2/2 [==============================] - 0s 17ms/step >44, 84/693, d1=0.470, d2=0.393 g=1.583 2/2 [==============================] - 0s 17ms/step >44, 85/693, d1=0.519, d2=0.506 g=1.326 2/2 [==============================] - 0s 17ms/step >44, 86/693, d1=0.549, d2=0.435 g=1.566 2/2 [==============================] - 0s 18ms/step >44, 87/693, d1=0.555, d2=0.532 g=1.746 2/2 [==============================] - 0s 18ms/step >44, 88/693, d1=0.601, d2=0.476 g=1.457 2/2 [==============================] - 0s 17ms/step >44, 89/693, d1=0.454, d2=0.397 g=1.554 2/2 [==============================] - 0s 18ms/step >44, 90/693, d1=0.493, d2=0.500 g=1.422 2/2 [==============================] - 0s 18ms/step >44, 91/693, d1=0.585, d2=0.649 g=1.648 2/2 [==============================] - 0s 18ms/step >44, 92/693, d1=0.468, d2=0.343 g=1.563 2/2 [==============================] - 0s 18ms/step >44, 93/693, d1=0.458, d2=0.566 g=1.419 2/2 [==============================] - 0s 17ms/step >44, 94/693, d1=0.414, d2=0.504 g=1.423 2/2 [==============================] - 0s 17ms/step >44, 95/693, d1=0.500, d2=0.479 g=1.560 2/2 [==============================] - 0s 16ms/step >44, 96/693, d1=0.466, d2=0.438 g=1.621 2/2 [==============================] - 0s 17ms/step >44, 97/693, d1=0.467, d2=0.445 g=1.439 2/2 [==============================] - 0s 17ms/step >44, 98/693, d1=0.456, d2=0.470 g=1.650 2/2 [==============================] - 0s 17ms/step >44, 99/693, d1=0.600, d2=0.454 g=1.482 2/2 [==============================] - 0s 17ms/step >44, 100/693, d1=0.467, d2=0.349 g=1.459 2/2 [==============================] - 0s 18ms/step >44, 101/693, d1=0.479, d2=0.595 g=1.434 2/2 [==============================] - 0s 16ms/step >44, 102/693, d1=0.451, d2=0.477 g=1.593 2/2 [==============================] - 0s 18ms/step >44, 103/693, d1=0.601, d2=0.552 g=1.447 2/2 [==============================] - 0s 20ms/step >44, 104/693, d1=0.506, d2=0.571 g=1.679 2/2 [==============================] - 0s 18ms/step >44, 105/693, d1=0.536, d2=0.533 g=1.606 2/2 [==============================] - 0s 18ms/step >44, 106/693, d1=0.770, d2=0.488 g=1.486 2/2 [==============================] - 0s 17ms/step >44, 107/693, d1=0.387, d2=0.430 g=1.386 2/2 [==============================] - 0s 17ms/step >44, 108/693, d1=0.530, d2=0.546 g=1.518 2/2 [==============================] - 0s 19ms/step >44, 109/693, d1=0.368, d2=0.479 g=1.527 2/2 [==============================] - 0s 18ms/step >44, 110/693, d1=0.577, d2=0.403 g=1.494 2/2 [==============================] - 0s 19ms/step >44, 111/693, d1=0.549, d2=0.560 g=1.484 2/2 [==============================] - 0s 18ms/step >44, 112/693, d1=0.466, d2=0.557 g=1.422 2/2 [==============================] - 0s 17ms/step >44, 113/693, d1=0.492, d2=0.401 g=1.508 2/2 [==============================] - 0s 17ms/step >44, 114/693, d1=0.485, d2=0.455 g=1.470 2/2 [==============================] - 0s 17ms/step >44, 115/693, d1=0.529, d2=0.513 g=1.501 2/2 [==============================] - 0s 17ms/step >44, 116/693, d1=0.568, d2=0.479 g=1.671 2/2 [==============================] - 0s 18ms/step >44, 117/693, d1=0.532, d2=0.508 g=1.640 2/2 [==============================] - 0s 17ms/step >44, 118/693, d1=0.518, d2=0.532 g=1.604 2/2 [==============================] - 0s 16ms/step >44, 119/693, d1=0.454, d2=0.517 g=1.621 2/2 [==============================] - 0s 19ms/step >44, 120/693, d1=0.431, d2=0.401 g=1.731 2/2 [==============================] - 0s 18ms/step >44, 121/693, d1=0.610, d2=0.366 g=1.549 2/2 [==============================] - 0s 18ms/step >44, 122/693, d1=0.587, d2=0.548 g=1.583 2/2 [==============================] - 0s 17ms/step >44, 123/693, d1=0.486, d2=0.388 g=1.522 2/2 [==============================] - 0s 17ms/step >44, 124/693, d1=0.539, d2=0.546 g=1.423 2/2 [==============================] - 0s 17ms/step >44, 125/693, d1=0.460, d2=0.575 g=1.662 2/2 [==============================] - 0s 17ms/step >44, 126/693, d1=0.564, d2=0.394 g=1.601 2/2 [==============================] - 0s 17ms/step >44, 127/693, d1=0.613, d2=0.372 g=1.516 2/2 [==============================] - 0s 18ms/step >44, 128/693, d1=0.473, d2=0.503 g=1.597 2/2 [==============================] - 0s 17ms/step >44, 129/693, d1=0.435, d2=0.538 g=1.552 2/2 [==============================] - 0s 18ms/step >44, 130/693, d1=0.564, d2=0.573 g=1.605 2/2 [==============================] - 0s 17ms/step >44, 131/693, d1=0.598, d2=0.368 g=1.402 2/2 [==============================] - 0s 17ms/step >44, 132/693, d1=0.492, d2=0.508 g=1.398 2/2 [==============================] - 0s 17ms/step >44, 133/693, d1=0.381, d2=0.527 g=1.506 2/2 [==============================] - 0s 19ms/step >44, 134/693, d1=0.421, d2=0.442 g=1.538 2/2 [==============================] - 0s 17ms/step >44, 135/693, d1=0.637, d2=0.572 g=1.602 2/2 [==============================] - 0s 18ms/step >44, 136/693, d1=0.686, d2=0.511 g=1.507 2/2 [==============================] - 0s 18ms/step >44, 137/693, d1=0.531, d2=0.416 g=1.438 2/2 [==============================] - 0s 18ms/step >44, 138/693, d1=0.464, d2=0.486 g=1.447 2/2 [==============================] - 0s 17ms/step >44, 139/693, d1=0.578, d2=0.631 g=1.509 2/2 [==============================] - 0s 18ms/step >44, 140/693, d1=0.566, d2=0.499 g=1.510 2/2 [==============================] - 0s 18ms/step >44, 141/693, d1=0.523, d2=0.488 g=1.453 2/2 [==============================] - 0s 19ms/step >44, 142/693, d1=0.463, d2=0.425 g=1.517 2/2 [==============================] - 0s 16ms/step >44, 143/693, d1=0.538, d2=0.422 g=1.389 2/2 [==============================] - 0s 16ms/step >44, 144/693, d1=0.462, d2=0.522 g=1.506 2/2 [==============================] - 0s 19ms/step >44, 145/693, d1=0.391, d2=0.455 g=1.513 2/2 [==============================] - 0s 15ms/step >44, 146/693, d1=0.523, d2=0.411 g=1.669 2/2 [==============================] - 0s 18ms/step >44, 147/693, d1=0.459, d2=0.419 g=1.648 2/2 [==============================] - 0s 17ms/step >44, 148/693, d1=0.542, d2=0.418 g=1.392 2/2 [==============================] - 0s 19ms/step >44, 149/693, d1=0.402, d2=0.689 g=1.714 2/2 [==============================] - 0s 19ms/step >44, 150/693, d1=0.456, d2=0.359 g=2.034 2/2 [==============================] - 0s 17ms/step >44, 151/693, d1=0.571, d2=0.377 g=1.699 2/2 [==============================] - 0s 18ms/step >44, 152/693, d1=0.529, d2=0.354 g=1.585 2/2 [==============================] - 0s 17ms/step >44, 153/693, d1=0.434, d2=0.699 g=1.559 2/2 [==============================] - 0s 17ms/step >44, 154/693, d1=0.469, d2=0.462 g=1.626 2/2 [==============================] - 0s 18ms/step >44, 155/693, d1=0.487, d2=0.425 g=1.667 2/2 [==============================] - 0s 19ms/step >44, 156/693, d1=0.603, d2=0.416 g=1.445 2/2 [==============================] - 0s 18ms/step >44, 157/693, d1=0.634, d2=0.521 g=1.362 2/2 [==============================] - 0s 17ms/step >44, 158/693, d1=0.538, d2=0.564 g=1.396 2/2 [==============================] - 0s 17ms/step >44, 159/693, d1=0.468, d2=0.540 g=1.437 2/2 [==============================] - 0s 17ms/step >44, 160/693, d1=0.431, d2=0.455 g=1.626 2/2 [==============================] - 0s 18ms/step >44, 161/693, d1=0.533, d2=0.479 g=1.626 2/2 [==============================] - 0s 18ms/step >44, 162/693, d1=0.598, d2=0.413 g=1.608 2/2 [==============================] - 0s 17ms/step >44, 163/693, d1=0.469, d2=0.492 g=1.477 2/2 [==============================] - 0s 17ms/step >44, 164/693, d1=0.516, d2=0.549 g=1.649 2/2 [==============================] - 0s 16ms/step >44, 165/693, d1=0.701, d2=0.491 g=1.435 2/2 [==============================] - 0s 17ms/step >44, 166/693, d1=0.549, d2=0.563 g=1.377 2/2 [==============================] - 0s 18ms/step >44, 167/693, d1=0.483, d2=0.500 g=1.432 2/2 [==============================] - 0s 17ms/step >44, 168/693, d1=0.506, d2=0.444 g=1.355 2/2 [==============================] - 0s 17ms/step >44, 169/693, d1=0.468, d2=0.448 g=1.471 2/2 [==============================] - 0s 16ms/step >44, 170/693, d1=0.539, d2=0.699 g=1.552 2/2 [==============================] - 0s 18ms/step >44, 171/693, d1=0.661, d2=0.340 g=1.372 2/2 [==============================] - 0s 17ms/step >44, 172/693, d1=0.508, d2=0.497 g=1.411 2/2 [==============================] - 0s 18ms/step >44, 173/693, d1=0.424, d2=0.534 g=1.453 2/2 [==============================] - 0s 16ms/step >44, 174/693, d1=0.496, d2=0.463 g=1.550 2/2 [==============================] - 0s 17ms/step >44, 175/693, d1=0.546, d2=0.499 g=1.744 2/2 [==============================] - 0s 16ms/step >44, 176/693, d1=0.598, d2=0.483 g=1.404 2/2 [==============================] - 0s 16ms/step >44, 177/693, d1=0.539, d2=0.505 g=1.579 2/2 [==============================] - 0s 16ms/step >44, 178/693, d1=0.469, d2=0.495 g=1.458 2/2 [==============================] - 0s 17ms/step >44, 179/693, d1=0.513, d2=0.456 g=1.453 2/2 [==============================] - 0s 18ms/step >44, 180/693, d1=0.585, d2=0.417 g=1.564 2/2 [==============================] - 0s 17ms/step >44, 181/693, d1=0.519, d2=0.517 g=1.526 2/2 [==============================] - 0s 20ms/step >44, 182/693, d1=0.460, d2=0.345 g=1.636 2/2 [==============================] - 0s 16ms/step >44, 183/693, d1=0.367, d2=0.445 g=1.674 2/2 [==============================] - 0s 18ms/step >44, 184/693, d1=0.503, d2=0.509 g=1.644 2/2 [==============================] - 0s 17ms/step >44, 185/693, d1=0.487, d2=0.484 g=1.598 2/2 [==============================] - 0s 16ms/step >44, 186/693, d1=0.500, d2=0.473 g=1.574 2/2 [==============================] - 0s 17ms/step >44, 187/693, d1=0.516, d2=0.480 g=1.555 2/2 [==============================] - 0s 19ms/step >44, 188/693, d1=0.472, d2=0.473 g=1.455 2/2 [==============================] - 0s 17ms/step >44, 189/693, d1=0.499, d2=0.502 g=1.375 2/2 [==============================] - 0s 18ms/step >44, 190/693, d1=0.435, d2=0.333 g=1.350 2/2 [==============================] - 0s 20ms/step >44, 191/693, d1=0.414, d2=0.484 g=1.442 2/2 [==============================] - 0s 19ms/step >44, 192/693, d1=0.566, d2=0.552 g=1.448 2/2 [==============================] - 0s 22ms/step >44, 193/693, d1=0.543, d2=0.466 g=1.563 2/2 [==============================] - 0s 20ms/step >44, 194/693, d1=0.443, d2=0.370 g=1.482 2/2 [==============================] - 0s 22ms/step >44, 195/693, d1=0.608, d2=0.550 g=1.524 2/2 [==============================] - 0s 17ms/step >44, 196/693, d1=0.465, d2=0.510 g=1.456 2/2 [==============================] - 0s 18ms/step >44, 197/693, d1=0.579, d2=0.427 g=1.535 2/2 [==============================] - 0s 17ms/step >44, 198/693, d1=0.485, d2=0.374 g=1.522 2/2 [==============================] - 0s 18ms/step >44, 199/693, d1=0.602, d2=0.462 g=1.458 2/2 [==============================] - 0s 16ms/step >44, 200/693, d1=0.461, d2=0.490 g=1.413 2/2 [==============================] - 0s 18ms/step >44, 201/693, d1=0.387, d2=0.456 g=1.516 2/2 [==============================] - 0s 17ms/step >44, 202/693, d1=0.383, d2=0.590 g=1.987 2/2 [==============================] - 0s 17ms/step >44, 203/693, d1=0.569, d2=0.376 g=1.757 2/2 [==============================] - 0s 17ms/step >44, 204/693, d1=0.485, d2=0.381 g=1.826 2/2 [==============================] - 0s 18ms/step >44, 205/693, d1=0.413, d2=0.389 g=1.872 2/2 [==============================] - 0s 16ms/step >44, 206/693, d1=0.415, d2=0.336 g=1.851 2/2 [==============================] - 0s 18ms/step >44, 207/693, d1=0.607, d2=0.448 g=1.424 2/2 [==============================] - 0s 19ms/step >44, 208/693, d1=0.340, d2=0.352 g=1.582 2/2 [==============================] - 0s 19ms/step >44, 209/693, d1=0.527, d2=0.388 g=1.412 2/2 [==============================] - 0s 19ms/step >44, 210/693, d1=0.477, d2=0.497 g=1.398 2/2 [==============================] - 0s 20ms/step >44, 211/693, d1=0.465, d2=0.480 g=1.464 2/2 [==============================] - 0s 19ms/step >44, 212/693, d1=0.374, d2=0.439 g=1.561 2/2 [==============================] - 0s 21ms/step >44, 213/693, d1=0.555, d2=0.424 g=1.466 2/2 [==============================] - 0s 21ms/step >44, 214/693, d1=0.386, d2=0.468 g=1.608 2/2 [==============================] - 0s 20ms/step >44, 215/693, d1=0.416, d2=0.545 g=1.705 2/2 [==============================] - 0s 20ms/step >44, 216/693, d1=0.547, d2=0.377 g=1.563 2/2 [==============================] - 0s 21ms/step >44, 217/693, d1=0.585, d2=0.418 g=1.379 2/2 [==============================] - 0s 20ms/step >44, 218/693, d1=0.479, d2=0.422 g=1.502 2/2 [==============================] - 0s 20ms/step >44, 219/693, d1=0.495, d2=0.486 g=1.479 2/2 [==============================] - 0s 21ms/step >44, 220/693, d1=0.489, d2=0.441 g=1.449 2/2 [==============================] - 0s 21ms/step >44, 221/693, d1=0.442, d2=0.461 g=1.409 2/2 [==============================] - 0s 18ms/step >44, 222/693, d1=0.432, d2=0.446 g=1.411 2/2 [==============================] - 0s 19ms/step >44, 223/693, d1=0.401, d2=0.515 g=1.565 2/2 [==============================] - 0s 20ms/step >44, 224/693, d1=0.420, d2=0.442 g=1.538 2/2 [==============================] - 0s 19ms/step >44, 225/693, d1=0.446, d2=0.492 g=1.509 2/2 [==============================] - 0s 21ms/step >44, 226/693, d1=0.492, d2=0.532 g=1.552 2/2 [==============================] - 0s 20ms/step >44, 227/693, d1=0.556, d2=0.470 g=1.793 2/2 [==============================] - 0s 19ms/step >44, 228/693, d1=0.593, d2=0.381 g=1.565 2/2 [==============================] - 0s 21ms/step >44, 229/693, d1=0.425, d2=0.383 g=1.546 2/2 [==============================] - 0s 19ms/step >44, 230/693, d1=0.500, d2=0.466 g=1.509 2/2 [==============================] - 0s 21ms/step >44, 231/693, d1=0.597, d2=0.485 g=1.468 2/2 [==============================] - 0s 21ms/step >44, 232/693, d1=0.565, d2=0.503 g=1.344 2/2 [==============================] - 0s 20ms/step >44, 233/693, d1=0.587, d2=0.526 g=1.360 2/2 [==============================] - 0s 20ms/step >44, 234/693, d1=0.380, d2=0.528 g=1.508 2/2 [==============================] - 0s 17ms/step >44, 235/693, d1=0.538, d2=0.415 g=1.567 2/2 [==============================] - 0s 19ms/step >44, 236/693, d1=0.517, d2=0.483 g=1.615 2/2 [==============================] - 0s 18ms/step >44, 237/693, d1=0.515, d2=0.479 g=1.553 2/2 [==============================] - 0s 16ms/step >44, 238/693, d1=0.562, d2=0.414 g=1.583 2/2 [==============================] - 0s 21ms/step >44, 239/693, d1=0.455, d2=0.606 g=1.507 2/2 [==============================] - 0s 16ms/step >44, 240/693, d1=0.433, d2=0.392 g=1.655 2/2 [==============================] - 0s 20ms/step >44, 241/693, d1=0.524, d2=0.394 g=1.610 2/2 [==============================] - 0s 16ms/step >44, 242/693, d1=0.572, d2=0.587 g=1.499 2/2 [==============================] - 0s 17ms/step >44, 243/693, d1=0.457, d2=0.500 g=1.429 2/2 [==============================] - 0s 16ms/step >44, 244/693, d1=0.505, d2=0.522 g=1.685 2/2 [==============================] - 0s 18ms/step >44, 245/693, d1=0.505, d2=0.424 g=1.417 2/2 [==============================] - 0s 17ms/step >44, 246/693, d1=0.579, d2=0.394 g=1.429 2/2 [==============================] - 0s 19ms/step >44, 247/693, d1=0.408, d2=0.527 g=1.468 2/2 [==============================] - 0s 18ms/step >44, 248/693, d1=0.442, d2=0.484 g=1.498 2/2 [==============================] - 0s 17ms/step >44, 249/693, d1=0.502, d2=0.597 g=1.415 2/2 [==============================] - 0s 17ms/step >44, 250/693, d1=0.488, d2=0.394 g=1.641 2/2 [==============================] - 0s 20ms/step >44, 251/693, d1=0.477, d2=0.385 g=1.447 2/2 [==============================] - 0s 20ms/step >44, 252/693, d1=0.533, d2=0.563 g=1.426 2/2 [==============================] - 0s 20ms/step >44, 253/693, d1=0.451, d2=0.451 g=1.652 2/2 [==============================] - 0s 21ms/step >44, 254/693, d1=0.529, d2=0.376 g=1.518 2/2 [==============================] - 0s 18ms/step >44, 255/693, d1=0.483, d2=0.413 g=1.588 2/2 [==============================] - 0s 19ms/step >44, 256/693, d1=0.601, d2=0.583 g=1.509 2/2 [==============================] - 0s 17ms/step >44, 257/693, d1=0.593, d2=0.618 g=1.354 2/2 [==============================] - 0s 17ms/step >44, 258/693, d1=0.471, d2=0.584 g=1.521 2/2 [==============================] - 0s 21ms/step >44, 259/693, d1=0.404, d2=0.398 g=1.676 2/2 [==============================] - 0s 19ms/step >44, 260/693, d1=0.493, d2=0.552 g=1.569 2/2 [==============================] - 0s 16ms/step >44, 261/693, d1=0.552, d2=0.538 g=1.895 2/2 [==============================] - 0s 17ms/step >44, 262/693, d1=0.608, d2=0.336 g=1.457 2/2 [==============================] - 0s 17ms/step >44, 263/693, d1=0.671, d2=0.535 g=1.318 2/2 [==============================] - 0s 17ms/step >44, 264/693, d1=0.501, d2=0.523 g=1.425 2/2 [==============================] - 0s 18ms/step >44, 265/693, d1=0.388, d2=0.592 g=1.465 2/2 [==============================] - 0s 18ms/step >44, 266/693, d1=0.473, d2=0.423 g=1.528 2/2 [==============================] - 0s 17ms/step >44, 267/693, d1=0.442, d2=0.399 g=1.490 2/2 [==============================] - 0s 18ms/step >44, 268/693, d1=0.478, d2=0.467 g=1.453 2/2 [==============================] - 0s 18ms/step >44, 269/693, d1=0.494, d2=0.531 g=1.518 2/2 [==============================] - 0s 23ms/step >44, 270/693, d1=0.456, d2=0.375 g=1.861 2/2 [==============================] - 0s 20ms/step >44, 271/693, d1=0.539, d2=0.420 g=1.599 2/2 [==============================] - 0s 17ms/step >44, 272/693, d1=0.458, d2=0.566 g=1.653 2/2 [==============================] - 0s 18ms/step >44, 273/693, d1=0.538, d2=0.422 g=1.487 2/2 [==============================] - 0s 19ms/step >44, 274/693, d1=0.501, d2=0.474 g=1.496 2/2 [==============================] - 0s 18ms/step >44, 275/693, d1=0.522, d2=0.512 g=1.456 2/2 [==============================] - 0s 19ms/step >44, 276/693, d1=0.330, d2=0.392 g=1.847 2/2 [==============================] - 0s 18ms/step >44, 277/693, d1=0.584, d2=0.483 g=1.734 2/2 [==============================] - 0s 17ms/step >44, 278/693, d1=0.536, d2=0.339 g=1.674 2/2 [==============================] - 0s 17ms/step >44, 279/693, d1=0.467, d2=0.469 g=1.483 2/2 [==============================] - 0s 19ms/step >44, 280/693, d1=0.467, d2=0.559 g=1.613 2/2 [==============================] - 0s 21ms/step >44, 281/693, d1=0.460, d2=0.404 g=1.844 2/2 [==============================] - 0s 17ms/step >44, 282/693, d1=0.598, d2=0.378 g=1.472 2/2 [==============================] - 0s 18ms/step >44, 283/693, d1=0.500, d2=0.429 g=1.398 2/2 [==============================] - 0s 19ms/step >44, 284/693, d1=0.292, d2=0.522 g=1.407 2/2 [==============================] - 0s 18ms/step >44, 285/693, d1=0.542, d2=0.523 g=1.590 2/2 [==============================] - 0s 21ms/step >44, 286/693, d1=0.619, d2=0.402 g=1.491 2/2 [==============================] - 0s 18ms/step >44, 287/693, d1=0.462, d2=0.562 g=1.484 2/2 [==============================] - 0s 17ms/step >44, 288/693, d1=0.459, d2=0.533 g=1.546 2/2 [==============================] - 0s 20ms/step >44, 289/693, d1=0.498, d2=0.607 g=1.588 2/2 [==============================] - 0s 18ms/step >44, 290/693, d1=0.636, d2=0.421 g=1.749 2/2 [==============================] - 0s 17ms/step >44, 291/693, d1=0.604, d2=0.420 g=1.578 2/2 [==============================] - 0s 17ms/step >44, 292/693, d1=0.520, d2=0.498 g=1.542 2/2 [==============================] - 0s 17ms/step >44, 293/693, d1=0.485, d2=0.378 g=1.475 2/2 [==============================] - 0s 17ms/step >44, 294/693, d1=0.542, d2=0.484 g=1.586 2/2 [==============================] - 0s 20ms/step >44, 295/693, d1=0.498, d2=0.488 g=1.537 2/2 [==============================] - 0s 22ms/step >44, 296/693, d1=0.469, d2=0.457 g=1.427 2/2 [==============================] - 0s 20ms/step >44, 297/693, d1=0.475, d2=0.459 g=1.478 2/2 [==============================] - 0s 20ms/step >44, 298/693, d1=0.460, d2=0.441 g=1.527 2/2 [==============================] - 0s 21ms/step >44, 299/693, d1=0.482, d2=0.622 g=1.625 2/2 [==============================] - 0s 18ms/step >44, 300/693, d1=0.438, d2=0.501 g=1.446 2/2 [==============================] - 0s 18ms/step >44, 301/693, d1=0.610, d2=0.445 g=1.401 2/2 [==============================] - 0s 20ms/step >44, 302/693, d1=0.464, d2=0.475 g=1.484 2/2 [==============================] - 0s 18ms/step >44, 303/693, d1=0.556, d2=0.443 g=1.404 2/2 [==============================] - 0s 17ms/step >44, 304/693, d1=0.394, d2=0.432 g=1.533 2/2 [==============================] - 0s 18ms/step >44, 305/693, d1=0.532, d2=0.591 g=1.532 2/2 [==============================] - 0s 18ms/step >44, 306/693, d1=0.536, d2=0.475 g=1.613 2/2 [==============================] - 0s 16ms/step >44, 307/693, d1=0.454, d2=0.353 g=1.690 2/2 [==============================] - 0s 17ms/step >44, 308/693, d1=0.578, d2=0.463 g=1.467 2/2 [==============================] - 0s 18ms/step >44, 309/693, d1=0.435, d2=0.511 g=1.569 2/2 [==============================] - 0s 16ms/step >44, 310/693, d1=0.473, d2=0.424 g=1.592 2/2 [==============================] - 0s 18ms/step >44, 311/693, d1=0.482, d2=0.505 g=1.571 2/2 [==============================] - 0s 17ms/step >44, 312/693, d1=0.590, d2=0.344 g=1.631 2/2 [==============================] - 0s 17ms/step >44, 313/693, d1=0.571, d2=0.421 g=1.503 2/2 [==============================] - 0s 17ms/step >44, 314/693, d1=0.362, d2=0.502 g=1.630 2/2 [==============================] - 0s 16ms/step >44, 315/693, d1=0.476, d2=0.407 g=1.606 2/2 [==============================] - 0s 18ms/step >44, 316/693, d1=0.639, d2=0.406 g=1.394 2/2 [==============================] - 0s 20ms/step >44, 317/693, d1=0.387, d2=0.531 g=1.551 2/2 [==============================] - 0s 18ms/step >44, 318/693, d1=0.456, d2=0.484 g=1.556 2/2 [==============================] - 0s 17ms/step >44, 319/693, d1=0.488, d2=0.391 g=1.662 2/2 [==============================] - 0s 18ms/step >44, 320/693, d1=0.578, d2=0.492 g=1.470 2/2 [==============================] - 0s 20ms/step >44, 321/693, d1=0.548, d2=0.466 g=1.478 2/2 [==============================] - 0s 17ms/step >44, 322/693, d1=0.458, d2=0.584 g=1.520 2/2 [==============================] - 0s 18ms/step >44, 323/693, d1=0.491, d2=0.461 g=1.706 2/2 [==============================] - 0s 20ms/step >44, 324/693, d1=0.628, d2=0.432 g=1.617 2/2 [==============================] - 0s 18ms/step >44, 325/693, d1=0.410, d2=0.406 g=1.656 2/2 [==============================] - 0s 17ms/step >44, 326/693, d1=0.430, d2=0.425 g=1.543 2/2 [==============================] - 0s 18ms/step >44, 327/693, d1=0.535, d2=0.477 g=1.701 2/2 [==============================] - 0s 17ms/step >44, 328/693, d1=0.448, d2=0.384 g=1.574 2/2 [==============================] - 0s 19ms/step >44, 329/693, d1=0.538, d2=0.518 g=1.516 2/2 [==============================] - 0s 18ms/step >44, 330/693, d1=0.503, d2=0.404 g=1.590 2/2 [==============================] - 0s 18ms/step >44, 331/693, d1=0.537, d2=0.587 g=1.655 2/2 [==============================] - 0s 17ms/step >44, 332/693, d1=0.526, d2=0.434 g=1.609 2/2 [==============================] - 0s 18ms/step >44, 333/693, d1=0.641, d2=0.387 g=1.394 2/2 [==============================] - 0s 20ms/step >44, 334/693, d1=0.515, d2=0.472 g=1.241 2/2 [==============================] - 0s 17ms/step >44, 335/693, d1=0.423, d2=0.626 g=1.363 2/2 [==============================] - 0s 17ms/step >44, 336/693, d1=0.498, d2=0.515 g=1.496 2/2 [==============================] - 0s 17ms/step >44, 337/693, d1=0.534, d2=0.404 g=1.498 2/2 [==============================] - 0s 16ms/step >44, 338/693, d1=0.392, d2=0.457 g=1.522 2/2 [==============================] - 0s 17ms/step >44, 339/693, d1=0.455, d2=0.466 g=1.571 2/2 [==============================] - 0s 17ms/step >44, 340/693, d1=0.563, d2=0.593 g=1.535 2/2 [==============================] - 0s 17ms/step >44, 341/693, d1=0.407, d2=0.359 g=1.929 2/2 [==============================] - 0s 16ms/step >44, 342/693, d1=0.539, d2=0.416 g=1.592 2/2 [==============================] - 0s 16ms/step >44, 343/693, d1=0.517, d2=0.483 g=1.416 2/2 [==============================] - 0s 16ms/step >44, 344/693, d1=0.522, d2=0.459 g=1.325 2/2 [==============================] - 0s 16ms/step >44, 345/693, d1=0.383, d2=0.461 g=1.706 2/2 [==============================] - 0s 16ms/step >44, 346/693, d1=0.441, d2=0.458 g=1.737 2/2 [==============================] - 0s 17ms/step >44, 347/693, d1=0.519, d2=0.309 g=1.749 2/2 [==============================] - 0s 17ms/step >44, 348/693, d1=0.581, d2=0.441 g=1.563 2/2 [==============================] - 0s 17ms/step >44, 349/693, d1=0.501, d2=0.480 g=1.553 2/2 [==============================] - 0s 17ms/step >44, 350/693, d1=0.469, d2=0.496 g=1.496 2/2 [==============================] - 0s 19ms/step >44, 351/693, d1=0.685, d2=0.586 g=1.392 2/2 [==============================] - 0s 20ms/step >44, 352/693, d1=0.559, d2=0.439 g=1.606 2/2 [==============================] - 0s 17ms/step >44, 353/693, d1=0.526, d2=0.409 g=1.554 2/2 [==============================] - 0s 21ms/step >44, 354/693, d1=0.405, d2=0.405 g=1.678 2/2 [==============================] - 0s 20ms/step >44, 355/693, d1=0.481, d2=0.388 g=1.507 2/2 [==============================] - 0s 17ms/step >44, 356/693, d1=0.558, d2=0.550 g=1.417 2/2 [==============================] - 0s 18ms/step >44, 357/693, d1=0.452, d2=0.515 g=1.614 2/2 [==============================] - 0s 20ms/step >44, 358/693, d1=0.561, d2=0.517 g=1.674 2/2 [==============================] - 0s 18ms/step >44, 359/693, d1=0.597, d2=0.422 g=1.536 2/2 [==============================] - 0s 17ms/step >44, 360/693, d1=0.501, d2=0.399 g=1.447 2/2 [==============================] - 0s 17ms/step >44, 361/693, d1=0.466, d2=0.503 g=1.520 2/2 [==============================] - 0s 19ms/step >44, 362/693, d1=0.530, d2=0.505 g=1.614 2/2 [==============================] - 0s 19ms/step >44, 363/693, d1=0.463, d2=0.524 g=1.611 2/2 [==============================] - 0s 19ms/step >44, 364/693, d1=0.454, d2=0.440 g=1.668 2/2 [==============================] - 0s 20ms/step >44, 365/693, d1=0.547, d2=0.468 g=1.462 2/2 [==============================] - 0s 19ms/step >44, 366/693, d1=0.570, d2=0.353 g=1.436 2/2 [==============================] - 0s 19ms/step >44, 367/693, d1=0.454, d2=0.446 g=1.428 2/2 [==============================] - 0s 17ms/step >44, 368/693, d1=0.480, d2=0.463 g=1.630 2/2 [==============================] - 0s 18ms/step >44, 369/693, d1=0.451, d2=0.470 g=1.596 2/2 [==============================] - 0s 18ms/step >44, 370/693, d1=0.506, d2=0.458 g=1.582 2/2 [==============================] - 0s 17ms/step >44, 371/693, d1=0.531, d2=0.475 g=1.502 2/2 [==============================] - 0s 17ms/step >44, 372/693, d1=0.487, d2=0.457 g=1.591 2/2 [==============================] - 0s 18ms/step >44, 373/693, d1=0.536, d2=0.381 g=1.478 2/2 [==============================] - 0s 19ms/step >44, 374/693, d1=0.576, d2=0.510 g=1.489 2/2 [==============================] - 0s 22ms/step >44, 375/693, d1=0.333, d2=0.488 g=1.507 2/2 [==============================] - 0s 17ms/step >44, 376/693, d1=0.548, d2=0.557 g=1.755 2/2 [==============================] - 0s 18ms/step >44, 377/693, d1=0.425, d2=0.432 g=1.995 2/2 [==============================] - 0s 18ms/step >44, 378/693, d1=0.511, d2=0.418 g=1.966 2/2 [==============================] - 0s 18ms/step >44, 379/693, d1=0.660, d2=0.427 g=1.667 2/2 [==============================] - 0s 18ms/step >44, 380/693, d1=0.515, d2=0.511 g=1.564 2/2 [==============================] - 0s 20ms/step >44, 381/693, d1=0.661, d2=0.468 g=1.397 2/2 [==============================] - 0s 19ms/step >44, 382/693, d1=0.501, d2=0.668 g=1.231 2/2 [==============================] - 0s 20ms/step >44, 383/693, d1=0.473, d2=0.609 g=1.459 2/2 [==============================] - 0s 16ms/step >44, 384/693, d1=0.639, d2=0.506 g=1.348 2/2 [==============================] - 0s 17ms/step >44, 385/693, d1=0.474, d2=0.583 g=1.475 2/2 [==============================] - 0s 17ms/step >44, 386/693, d1=0.545, d2=0.412 g=1.551 2/2 [==============================] - 0s 21ms/step >44, 387/693, d1=0.506, d2=0.405 g=1.701 2/2 [==============================] - 0s 20ms/step >44, 388/693, d1=0.539, d2=0.416 g=1.633 2/2 [==============================] - 0s 17ms/step >44, 389/693, d1=0.560, d2=0.471 g=1.371 2/2 [==============================] - 0s 20ms/step >44, 390/693, d1=0.497, d2=0.443 g=1.588 2/2 [==============================] - 0s 20ms/step >44, 391/693, d1=0.542, d2=0.486 g=1.578 2/2 [==============================] - 0s 21ms/step >44, 392/693, d1=0.501, d2=0.430 g=1.552 2/2 [==============================] - 0s 18ms/step >44, 393/693, d1=0.497, d2=0.400 g=1.442 2/2 [==============================] - 0s 19ms/step >44, 394/693, d1=0.521, d2=0.477 g=1.399 2/2 [==============================] - 0s 21ms/step >44, 395/693, d1=0.492, d2=0.524 g=1.477 2/2 [==============================] - 0s 20ms/step >44, 396/693, d1=0.413, d2=0.545 g=1.531 2/2 [==============================] - 0s 20ms/step >44, 397/693, d1=0.381, d2=0.417 g=1.657 2/2 [==============================] - 0s 21ms/step >44, 398/693, d1=0.563, d2=0.429 g=1.493 2/2 [==============================] - 0s 19ms/step >44, 399/693, d1=0.508, d2=0.468 g=1.527 2/2 [==============================] - 0s 19ms/step >44, 400/693, d1=0.483, d2=0.457 g=1.393 2/2 [==============================] - 0s 21ms/step >44, 401/693, d1=0.475, d2=0.459 g=1.523 2/2 [==============================] - 0s 19ms/step >44, 402/693, d1=0.500, d2=0.420 g=1.729 2/2 [==============================] - 0s 19ms/step >44, 403/693, d1=0.486, d2=0.397 g=1.569 2/2 [==============================] - 0s 20ms/step >44, 404/693, d1=0.538, d2=0.386 g=1.442 2/2 [==============================] - 0s 20ms/step >44, 405/693, d1=0.400, d2=0.500 g=1.624 2/2 [==============================] - 0s 21ms/step >44, 406/693, d1=0.500, d2=0.384 g=1.650 2/2 [==============================] - 0s 20ms/step >44, 407/693, d1=0.584, d2=0.477 g=1.555 2/2 [==============================] - 0s 22ms/step >44, 408/693, d1=0.571, d2=0.458 g=1.549 2/2 [==============================] - 0s 18ms/step >44, 409/693, d1=0.404, d2=0.451 g=1.469 2/2 [==============================] - 0s 19ms/step >44, 410/693, d1=0.545, d2=0.438 g=1.533 2/2 [==============================] - 0s 17ms/step >44, 411/693, d1=0.442, d2=0.484 g=1.536 2/2 [==============================] - 0s 22ms/step >44, 412/693, d1=0.536, d2=0.543 g=1.576 2/2 [==============================] - 0s 20ms/step >44, 413/693, d1=0.548, d2=0.471 g=1.527 2/2 [==============================] - 0s 20ms/step >44, 414/693, d1=0.579, d2=0.428 g=1.438 2/2 [==============================] - 0s 16ms/step >44, 415/693, d1=0.416, d2=0.609 g=1.791 2/2 [==============================] - 0s 18ms/step >44, 416/693, d1=0.600, d2=0.416 g=1.590 2/2 [==============================] - 0s 18ms/step >44, 417/693, d1=0.575, d2=0.450 g=1.469 2/2 [==============================] - 0s 19ms/step >44, 418/693, d1=0.374, d2=0.468 g=1.400 2/2 [==============================] - 0s 17ms/step >44, 419/693, d1=0.551, d2=0.516 g=1.557 2/2 [==============================] - 0s 17ms/step >44, 420/693, d1=0.557, d2=0.443 g=1.417 2/2 [==============================] - 0s 19ms/step >44, 421/693, d1=0.538, d2=0.388 g=1.419 2/2 [==============================] - 0s 20ms/step >44, 422/693, d1=0.390, d2=0.482 g=1.594 2/2 [==============================] - 0s 20ms/step >44, 423/693, d1=0.417, d2=0.433 g=1.482 2/2 [==============================] - 0s 20ms/step >44, 424/693, d1=0.531, d2=0.478 g=1.499 2/2 [==============================] - 0s 17ms/step >44, 425/693, d1=0.459, d2=0.380 g=1.511 2/2 [==============================] - 0s 20ms/step >44, 426/693, d1=0.409, d2=0.523 g=1.622 2/2 [==============================] - 0s 18ms/step >44, 427/693, d1=0.456, d2=0.552 g=1.700 2/2 [==============================] - 0s 18ms/step >44, 428/693, d1=0.537, d2=0.455 g=1.609 2/2 [==============================] - 0s 20ms/step >44, 429/693, d1=0.660, d2=0.499 g=1.483 2/2 [==============================] - 0s 17ms/step >44, 430/693, d1=0.481, d2=0.517 g=1.518 2/2 [==============================] - 0s 17ms/step >44, 431/693, d1=0.566, d2=0.385 g=1.551 2/2 [==============================] - 0s 18ms/step >44, 432/693, d1=0.594, d2=0.476 g=1.488 2/2 [==============================] - 0s 16ms/step >44, 433/693, d1=0.475, d2=0.571 g=1.532 2/2 [==============================] - 0s 15ms/step >44, 434/693, d1=0.525, d2=0.505 g=1.505 2/2 [==============================] - 0s 19ms/step >44, 435/693, d1=0.468, d2=0.584 g=1.548 2/2 [==============================] - 0s 18ms/step >44, 436/693, d1=0.473, d2=0.509 g=1.630 2/2 [==============================] - 0s 19ms/step >44, 437/693, d1=0.530, d2=0.376 g=1.508 2/2 [==============================] - 0s 17ms/step >44, 438/693, d1=0.555, d2=0.476 g=1.603 2/2 [==============================] - 0s 21ms/step >44, 439/693, d1=0.457, d2=0.585 g=1.644 2/2 [==============================] - 0s 17ms/step >44, 440/693, d1=0.583, d2=0.472 g=1.565 2/2 [==============================] - 0s 19ms/step >44, 441/693, d1=0.583, d2=0.403 g=1.366 2/2 [==============================] - 0s 17ms/step >44, 442/693, d1=0.496, d2=0.498 g=1.430 2/2 [==============================] - 0s 16ms/step >44, 443/693, d1=0.483, d2=0.671 g=1.512 2/2 [==============================] - 0s 18ms/step >44, 444/693, d1=0.569, d2=0.503 g=1.635 2/2 [==============================] - 0s 17ms/step >44, 445/693, d1=0.511, d2=0.477 g=1.565 2/2 [==============================] - 0s 18ms/step >44, 446/693, d1=0.586, d2=0.398 g=1.511 2/2 [==============================] - 0s 18ms/step >44, 447/693, d1=0.466, d2=0.455 g=1.432 2/2 [==============================] - 0s 18ms/step >44, 448/693, d1=0.481, d2=0.564 g=1.612 2/2 [==============================] - 0s 18ms/step >44, 449/693, d1=0.537, d2=0.484 g=1.664 2/2 [==============================] - 0s 17ms/step >44, 450/693, d1=0.528, d2=0.400 g=1.550 2/2 [==============================] - 0s 16ms/step >44, 451/693, d1=0.535, d2=0.489 g=1.444 2/2 [==============================] - 0s 17ms/step >44, 452/693, d1=0.570, d2=0.568 g=1.482 2/2 [==============================] - 0s 16ms/step >44, 453/693, d1=0.540, d2=0.451 g=1.471 2/2 [==============================] - 0s 18ms/step >44, 454/693, d1=0.439, d2=0.522 g=1.505 2/2 [==============================] - 0s 18ms/step >44, 455/693, d1=0.555, d2=0.537 g=1.506 2/2 [==============================] - 0s 18ms/step >44, 456/693, d1=0.585, d2=0.404 g=1.465 2/2 [==============================] - 0s 17ms/step >44, 457/693, d1=0.449, d2=0.569 g=1.343 2/2 [==============================] - 0s 16ms/step >44, 458/693, d1=0.502, d2=0.415 g=1.581 2/2 [==============================] - 0s 18ms/step >44, 459/693, d1=0.586, d2=0.503 g=1.441 2/2 [==============================] - 0s 16ms/step >44, 460/693, d1=0.521, d2=0.515 g=1.605 2/2 [==============================] - 0s 17ms/step >44, 461/693, d1=0.473, d2=0.363 g=1.309 2/2 [==============================] - 0s 17ms/step >44, 462/693, d1=0.598, d2=0.585 g=1.325 2/2 [==============================] - 0s 17ms/step >44, 463/693, d1=0.527, d2=0.493 g=1.575 2/2 [==============================] - 0s 17ms/step >44, 464/693, d1=0.498, d2=0.365 g=1.514 2/2 [==============================] - 0s 17ms/step >44, 465/693, d1=0.357, d2=0.466 g=1.569 2/2 [==============================] - 0s 17ms/step >44, 466/693, d1=0.618, d2=0.403 g=1.466 2/2 [==============================] - 0s 17ms/step >44, 467/693, d1=0.401, d2=0.460 g=1.358 2/2 [==============================] - 0s 17ms/step >44, 468/693, d1=0.544, d2=0.511 g=1.396 2/2 [==============================] - 0s 17ms/step >44, 469/693, d1=0.559, d2=0.622 g=1.626 2/2 [==============================] - 0s 17ms/step >44, 470/693, d1=0.474, d2=0.423 g=1.623 2/2 [==============================] - 0s 17ms/step >44, 471/693, d1=0.407, d2=0.484 g=1.579 2/2 [==============================] - 0s 17ms/step >44, 472/693, d1=0.535, d2=0.504 g=1.512 2/2 [==============================] - 0s 17ms/step >44, 473/693, d1=0.567, d2=0.361 g=1.563 2/2 [==============================] - 0s 17ms/step >44, 474/693, d1=0.485, d2=0.477 g=1.663 2/2 [==============================] - 0s 16ms/step >44, 475/693, d1=0.499, d2=0.380 g=1.451 2/2 [==============================] - 0s 16ms/step >44, 476/693, d1=0.559, d2=0.540 g=1.422 2/2 [==============================] - 0s 17ms/step >44, 477/693, d1=0.561, d2=0.521 g=1.441 2/2 [==============================] - 0s 18ms/step >44, 478/693, d1=0.565, d2=0.455 g=1.455 2/2 [==============================] - 0s 17ms/step >44, 479/693, d1=0.467, d2=0.546 g=1.387 2/2 [==============================] - 0s 17ms/step >44, 480/693, d1=0.474, d2=0.561 g=1.556 2/2 [==============================] - 0s 17ms/step >44, 481/693, d1=0.433, d2=0.511 g=1.605 2/2 [==============================] - 0s 19ms/step >44, 482/693, d1=0.518, d2=0.511 g=1.578 2/2 [==============================] - 0s 17ms/step >44, 483/693, d1=0.527, d2=0.500 g=1.414 2/2 [==============================] - 0s 16ms/step >44, 484/693, d1=0.505, d2=0.488 g=1.522 2/2 [==============================] - 0s 18ms/step >44, 485/693, d1=0.596, d2=0.401 g=1.553 2/2 [==============================] - 0s 17ms/step >44, 486/693, d1=0.407, d2=0.479 g=1.605 2/2 [==============================] - 0s 18ms/step >44, 487/693, d1=0.502, d2=0.460 g=1.638 2/2 [==============================] - 0s 19ms/step >44, 488/693, d1=0.500, d2=0.398 g=1.474 2/2 [==============================] - 0s 16ms/step >44, 489/693, d1=0.567, d2=0.474 g=1.421 2/2 [==============================] - 0s 17ms/step >44, 490/693, d1=0.459, d2=0.454 g=1.440 2/2 [==============================] - 0s 18ms/step >44, 491/693, d1=0.405, d2=0.408 g=1.650 2/2 [==============================] - 0s 16ms/step >44, 492/693, d1=0.614, d2=0.466 g=1.495 2/2 [==============================] - 0s 18ms/step >44, 493/693, d1=0.487, d2=0.452 g=1.448 2/2 [==============================] - 0s 18ms/step >44, 494/693, d1=0.378, d2=0.490 g=1.491 2/2 [==============================] - 0s 16ms/step >44, 495/693, d1=0.474, d2=0.436 g=1.587 2/2 [==============================] - 0s 17ms/step >44, 496/693, d1=0.627, d2=0.431 g=1.624 2/2 [==============================] - 0s 18ms/step >44, 497/693, d1=0.442, d2=0.467 g=1.593 2/2 [==============================] - 0s 17ms/step >44, 498/693, d1=0.510, d2=0.482 g=1.490 2/2 [==============================] - 0s 17ms/step >44, 499/693, d1=0.564, d2=0.479 g=1.620 2/2 [==============================] - 0s 18ms/step >44, 500/693, d1=0.540, d2=0.318 g=1.620 2/2 [==============================] - 0s 17ms/step >44, 501/693, d1=0.491, d2=0.420 g=1.538 2/2 [==============================] - 0s 18ms/step >44, 502/693, d1=0.468, d2=0.450 g=1.521 2/2 [==============================] - 0s 18ms/step >44, 503/693, d1=0.610, d2=0.597 g=1.445 2/2 [==============================] - 0s 17ms/step >44, 504/693, d1=0.371, d2=0.447 g=1.693 2/2 [==============================] - 0s 17ms/step >44, 505/693, d1=0.460, d2=0.393 g=1.377 2/2 [==============================] - 0s 18ms/step >44, 506/693, d1=0.432, d2=0.419 g=1.479 2/2 [==============================] - 0s 16ms/step >44, 507/693, d1=0.524, d2=0.604 g=1.689 2/2 [==============================] - 0s 17ms/step >44, 508/693, d1=0.684, d2=0.542 g=1.495 2/2 [==============================] - 0s 17ms/step >44, 509/693, d1=0.526, d2=0.417 g=1.392 2/2 [==============================] - 0s 17ms/step >44, 510/693, d1=0.528, d2=0.582 g=1.506 2/2 [==============================] - 0s 17ms/step >44, 511/693, d1=0.536, d2=0.565 g=1.466 2/2 [==============================] - 0s 17ms/step >44, 512/693, d1=0.468, d2=0.562 g=1.582 2/2 [==============================] - 0s 19ms/step >44, 513/693, d1=0.605, d2=0.503 g=1.716 2/2 [==============================] - 0s 17ms/step >44, 514/693, d1=0.503, d2=0.360 g=1.590 2/2 [==============================] - 0s 16ms/step >44, 515/693, d1=0.606, d2=0.313 g=1.534 2/2 [==============================] - 0s 18ms/step >44, 516/693, d1=0.494, d2=0.503 g=1.508 2/2 [==============================] - 0s 18ms/step >44, 517/693, d1=0.493, d2=0.523 g=1.396 2/2 [==============================] - 0s 19ms/step >44, 518/693, d1=0.519, d2=0.556 g=1.822 2/2 [==============================] - 0s 19ms/step >44, 519/693, d1=0.513, d2=0.405 g=1.897 2/2 [==============================] - 0s 17ms/step >44, 520/693, d1=0.565, d2=0.362 g=1.726 2/2 [==============================] - 0s 20ms/step >44, 521/693, d1=0.372, d2=0.447 g=1.801 2/2 [==============================] - 0s 20ms/step >44, 522/693, d1=0.465, d2=0.470 g=1.528 2/2 [==============================] - 0s 21ms/step >44, 523/693, d1=0.436, d2=0.525 g=1.461 2/2 [==============================] - 0s 19ms/step >44, 524/693, d1=0.512, d2=0.564 g=1.545 2/2 [==============================] - 0s 17ms/step >44, 525/693, d1=0.550, d2=0.412 g=1.642 2/2 [==============================] - 0s 20ms/step >44, 526/693, d1=0.398, d2=0.501 g=1.470 2/2 [==============================] - 0s 22ms/step >44, 527/693, d1=0.454, d2=0.434 g=1.638 2/2 [==============================] - 0s 16ms/step >44, 528/693, d1=0.441, d2=0.362 g=1.612 2/2 [==============================] - 0s 19ms/step >44, 529/693, d1=0.464, d2=0.522 g=1.587 2/2 [==============================] - 0s 16ms/step >44, 530/693, d1=0.576, d2=0.351 g=1.710 2/2 [==============================] - 0s 17ms/step >44, 531/693, d1=0.497, d2=0.455 g=1.501 2/2 [==============================] - 0s 17ms/step >44, 532/693, d1=0.414, d2=0.449 g=1.425 2/2 [==============================] - 0s 16ms/step >44, 533/693, d1=0.380, d2=0.459 g=1.810 2/2 [==============================] - 0s 17ms/step >44, 534/693, d1=0.546, d2=0.362 g=1.521 2/2 [==============================] - 0s 17ms/step >44, 535/693, d1=0.470, d2=0.408 g=1.602 2/2 [==============================] - 0s 16ms/step >44, 536/693, d1=0.448, d2=0.505 g=1.571 2/2 [==============================] - 0s 17ms/step >44, 537/693, d1=0.437, d2=0.452 g=1.587 2/2 [==============================] - 0s 17ms/step >44, 538/693, d1=0.482, d2=0.479 g=1.575 2/2 [==============================] - 0s 17ms/step >44, 539/693, d1=0.557, d2=0.486 g=1.609 2/2 [==============================] - 0s 17ms/step >44, 540/693, d1=0.628, d2=0.493 g=1.603 2/2 [==============================] - 0s 18ms/step >44, 541/693, d1=0.540, d2=0.390 g=1.399 2/2 [==============================] - 0s 18ms/step >44, 542/693, d1=0.388, d2=0.410 g=1.414 2/2 [==============================] - 0s 17ms/step >44, 543/693, d1=0.360, d2=0.532 g=1.357 2/2 [==============================] - 0s 18ms/step >44, 544/693, d1=0.391, d2=0.463 g=1.632 2/2 [==============================] - 0s 17ms/step >44, 545/693, d1=0.601, d2=0.381 g=1.628 2/2 [==============================] - 0s 17ms/step >44, 546/693, d1=0.419, d2=0.289 g=1.519 2/2 [==============================] - 0s 19ms/step >44, 547/693, d1=0.460, d2=0.521 g=1.537 2/2 [==============================] - 0s 19ms/step >44, 548/693, d1=0.486, d2=0.592 g=1.636 2/2 [==============================] - 0s 18ms/step >44, 549/693, d1=0.509, d2=0.375 g=1.470 2/2 [==============================] - 0s 19ms/step >44, 550/693, d1=0.523, d2=0.461 g=1.431 2/2 [==============================] - 0s 16ms/step >44, 551/693, d1=0.569, d2=0.438 g=1.340 2/2 [==============================] - 0s 17ms/step >44, 552/693, d1=0.441, d2=0.513 g=1.617 2/2 [==============================] - 0s 18ms/step >44, 553/693, d1=0.453, d2=0.522 g=1.631 2/2 [==============================] - 0s 17ms/step >44, 554/693, d1=0.537, d2=0.387 g=1.519 2/2 [==============================] - 0s 17ms/step >44, 555/693, d1=0.566, d2=0.570 g=1.481 2/2 [==============================] - 0s 16ms/step >44, 556/693, d1=0.462, d2=0.540 g=1.486 2/2 [==============================] - 0s 18ms/step >44, 557/693, d1=0.510, d2=0.505 g=1.618 2/2 [==============================] - 0s 17ms/step >44, 558/693, d1=0.586, d2=0.464 g=1.488 2/2 [==============================] - 0s 16ms/step >44, 559/693, d1=0.543, d2=0.505 g=1.368 2/2 [==============================] - 0s 17ms/step >44, 560/693, d1=0.601, d2=0.543 g=1.492 2/2 [==============================] - 0s 18ms/step >44, 561/693, d1=0.528, d2=0.452 g=1.418 2/2 [==============================] - 0s 17ms/step >44, 562/693, d1=0.496, d2=0.489 g=1.395 2/2 [==============================] - 0s 18ms/step >44, 563/693, d1=0.527, d2=0.486 g=1.453 2/2 [==============================] - 0s 17ms/step >44, 564/693, d1=0.414, d2=0.550 g=1.508 2/2 [==============================] - 0s 17ms/step >44, 565/693, d1=0.515, d2=0.492 g=1.457 2/2 [==============================] - 0s 16ms/step >44, 566/693, d1=0.621, d2=0.467 g=1.530 2/2 [==============================] - 0s 17ms/step >44, 567/693, d1=0.510, d2=0.407 g=1.352 2/2 [==============================] - 0s 17ms/step >44, 568/693, d1=0.461, d2=0.484 g=1.456 2/2 [==============================] - 0s 16ms/step >44, 569/693, d1=0.494, d2=0.530 g=1.457 2/2 [==============================] - 0s 17ms/step >44, 570/693, d1=0.539, d2=0.518 g=1.594 2/2 [==============================] - 0s 17ms/step >44, 571/693, d1=0.622, d2=0.434 g=1.534 2/2 [==============================] - 0s 18ms/step >44, 572/693, d1=0.577, d2=0.449 g=1.397 2/2 [==============================] - 0s 17ms/step >44, 573/693, d1=0.440, d2=0.548 g=1.535 2/2 [==============================] - 0s 17ms/step >44, 574/693, d1=0.514, d2=0.433 g=1.739 2/2 [==============================] - 0s 17ms/step >44, 575/693, d1=0.619, d2=0.397 g=1.548 2/2 [==============================] - 0s 18ms/step >44, 576/693, d1=0.360, d2=0.410 g=1.455 2/2 [==============================] - 0s 16ms/step >44, 577/693, d1=0.416, d2=0.445 g=1.520 2/2 [==============================] - 0s 18ms/step >44, 578/693, d1=0.351, d2=0.510 g=1.503 2/2 [==============================] - 0s 18ms/step >44, 579/693, d1=0.399, d2=0.526 g=1.543 2/2 [==============================] - 0s 17ms/step >44, 580/693, d1=0.485, d2=0.377 g=1.732 2/2 [==============================] - 0s 16ms/step >44, 581/693, d1=0.582, d2=0.506 g=1.720 2/2 [==============================] - 0s 17ms/step >44, 582/693, d1=0.622, d2=0.435 g=1.588 2/2 [==============================] - 0s 17ms/step >44, 583/693, d1=0.483, d2=0.427 g=1.524 2/2 [==============================] - 0s 16ms/step >44, 584/693, d1=0.455, d2=0.354 g=1.562 2/2 [==============================] - 0s 19ms/step >44, 585/693, d1=0.571, d2=0.542 g=1.517 2/2 [==============================] - 0s 16ms/step >44, 586/693, d1=0.477, d2=0.411 g=1.498 2/2 [==============================] - 0s 19ms/step >44, 587/693, d1=0.381, d2=0.417 g=1.487 2/2 [==============================] - 0s 19ms/step >44, 588/693, d1=0.416, d2=0.480 g=1.595 2/2 [==============================] - 0s 18ms/step >44, 589/693, d1=0.495, d2=0.395 g=1.489 2/2 [==============================] - 0s 18ms/step >44, 590/693, d1=0.576, d2=0.515 g=1.560 2/2 [==============================] - 0s 19ms/step >44, 591/693, d1=0.378, d2=0.425 g=1.532 2/2 [==============================] - 0s 18ms/step >44, 592/693, d1=0.483, d2=0.444 g=1.582 2/2 [==============================] - 0s 19ms/step >44, 593/693, d1=0.436, d2=0.536 g=1.520 2/2 [==============================] - 0s 18ms/step >44, 594/693, d1=0.690, d2=0.546 g=1.431 2/2 [==============================] - 0s 18ms/step >44, 595/693, d1=0.470, d2=0.416 g=1.525 2/2 [==============================] - 0s 16ms/step >44, 596/693, d1=0.479, d2=0.530 g=1.553 2/2 [==============================] - 0s 19ms/step >44, 597/693, d1=0.433, d2=0.508 g=1.515 2/2 [==============================] - 0s 18ms/step >44, 598/693, d1=0.583, d2=0.457 g=1.563 2/2 [==============================] - 0s 17ms/step >44, 599/693, d1=0.296, d2=0.439 g=1.673 2/2 [==============================] - 0s 17ms/step >44, 600/693, d1=0.593, d2=0.505 g=1.674 2/2 [==============================] - 0s 18ms/step >44, 601/693, d1=0.627, d2=0.521 g=1.557 2/2 [==============================] - 0s 17ms/step >44, 602/693, d1=0.528, d2=0.407 g=1.503 2/2 [==============================] - 0s 18ms/step >44, 603/693, d1=0.487, d2=0.416 g=1.621 2/2 [==============================] - 0s 17ms/step >44, 604/693, d1=0.454, d2=0.482 g=1.634 2/2 [==============================] - 0s 17ms/step >44, 605/693, d1=0.566, d2=0.596 g=1.280 2/2 [==============================] - 0s 18ms/step >44, 606/693, d1=0.527, d2=0.468 g=1.488 2/2 [==============================] - 0s 17ms/step >44, 607/693, d1=0.531, d2=0.443 g=1.512 2/2 [==============================] - 0s 17ms/step >44, 608/693, d1=0.593, d2=0.428 g=1.694 2/2 [==============================] - 0s 18ms/step >44, 609/693, d1=0.472, d2=0.429 g=1.629 2/2 [==============================] - 0s 18ms/step >44, 610/693, d1=0.500, d2=0.414 g=1.721 2/2 [==============================] - 0s 18ms/step >44, 611/693, d1=0.382, d2=0.420 g=1.787 2/2 [==============================] - 0s 18ms/step >44, 612/693, d1=0.549, d2=0.510 g=1.613 2/2 [==============================] - 0s 16ms/step >44, 613/693, d1=0.536, d2=0.360 g=1.579 2/2 [==============================] - 0s 16ms/step >44, 614/693, d1=0.506, d2=0.466 g=1.707 2/2 [==============================] - 0s 17ms/step >44, 615/693, d1=0.527, d2=0.455 g=1.636 2/2 [==============================] - 0s 17ms/step >44, 616/693, d1=0.540, d2=0.528 g=1.509 2/2 [==============================] - 0s 17ms/step >44, 617/693, d1=0.626, d2=0.581 g=1.661 2/2 [==============================] - 0s 17ms/step >44, 618/693, d1=0.605, d2=0.440 g=1.536 2/2 [==============================] - 0s 18ms/step >44, 619/693, d1=0.544, d2=0.458 g=1.582 2/2 [==============================] - 0s 18ms/step >44, 620/693, d1=0.508, d2=0.456 g=1.430 2/2 [==============================] - 0s 18ms/step >44, 621/693, d1=0.573, d2=0.531 g=1.492 2/2 [==============================] - 0s 19ms/step >44, 622/693, d1=0.549, d2=0.476 g=1.698 2/2 [==============================] - 0s 16ms/step >44, 623/693, d1=0.507, d2=0.511 g=1.591 2/2 [==============================] - 0s 16ms/step >44, 624/693, d1=0.504, d2=0.376 g=1.298 2/2 [==============================] - 0s 18ms/step >44, 625/693, d1=0.576, d2=0.386 g=1.382 2/2 [==============================] - 0s 17ms/step >44, 626/693, d1=0.445, d2=0.560 g=1.326 2/2 [==============================] - 0s 17ms/step >44, 627/693, d1=0.384, d2=0.559 g=1.411 2/2 [==============================] - 0s 17ms/step >44, 628/693, d1=0.603, d2=0.454 g=1.427 2/2 [==============================] - 0s 17ms/step >44, 629/693, d1=0.562, d2=0.501 g=1.597 2/2 [==============================] - 0s 17ms/step >44, 630/693, d1=0.451, d2=0.522 g=1.590 2/2 [==============================] - 0s 17ms/step >44, 631/693, d1=0.535, d2=0.553 g=1.538 2/2 [==============================] - 0s 17ms/step >44, 632/693, d1=0.611, d2=0.384 g=1.552 2/2 [==============================] - 0s 17ms/step >44, 633/693, d1=0.499, d2=0.533 g=1.506 2/2 [==============================] - 0s 17ms/step >44, 634/693, d1=0.584, d2=0.430 g=1.569 2/2 [==============================] - 0s 19ms/step >44, 635/693, d1=0.538, d2=0.514 g=1.738 2/2 [==============================] - 0s 17ms/step >44, 636/693, d1=0.498, d2=0.506 g=1.529 2/2 [==============================] - 0s 17ms/step >44, 637/693, d1=0.558, d2=0.484 g=1.563 2/2 [==============================] - 0s 17ms/step >44, 638/693, d1=0.556, d2=0.441 g=1.381 2/2 [==============================] - 0s 18ms/step >44, 639/693, d1=0.634, d2=0.533 g=1.341 2/2 [==============================] - 0s 18ms/step >44, 640/693, d1=0.416, d2=0.672 g=1.570 2/2 [==============================] - 0s 17ms/step >44, 641/693, d1=0.511, d2=0.401 g=1.500 2/2 [==============================] - 0s 16ms/step >44, 642/693, d1=0.470, d2=0.515 g=1.478 2/2 [==============================] - 0s 18ms/step >44, 643/693, d1=0.626, d2=0.344 g=1.456 2/2 [==============================] - 0s 16ms/step >44, 644/693, d1=0.566, d2=0.462 g=1.422 2/2 [==============================] - 0s 18ms/step >44, 645/693, d1=0.359, d2=0.449 g=1.470 2/2 [==============================] - 0s 17ms/step >44, 646/693, d1=0.418, d2=0.524 g=1.499 2/2 [==============================] - 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0s 17ms/step >44, 680/693, d1=0.479, d2=0.446 g=1.540 2/2 [==============================] - 0s 17ms/step >44, 681/693, d1=0.545, d2=0.581 g=1.406 2/2 [==============================] - 0s 16ms/step >44, 682/693, d1=0.513, d2=0.699 g=1.676 2/2 [==============================] - 0s 18ms/step >44, 683/693, d1=0.671, d2=0.402 g=1.460 2/2 [==============================] - 0s 17ms/step >44, 684/693, d1=0.485, d2=0.474 g=1.442 2/2 [==============================] - 0s 17ms/step >44, 685/693, d1=0.485, d2=0.401 g=1.501 2/2 [==============================] - 0s 17ms/step >44, 686/693, d1=0.545, d2=0.597 g=1.362 2/2 [==============================] - 0s 18ms/step >44, 687/693, d1=0.601, d2=0.464 g=1.395 2/2 [==============================] - 0s 18ms/step >44, 688/693, d1=0.439, d2=0.498 g=1.537 2/2 [==============================] - 0s 17ms/step >44, 689/693, d1=0.443, d2=0.416 g=1.517 2/2 [==============================] - 0s 17ms/step >44, 690/693, d1=0.491, d2=0.500 g=1.509 2/2 [==============================] - 0s 17ms/step >44, 691/693, d1=0.478, d2=0.352 g=1.541 2/2 [==============================] - 0s 17ms/step >44, 692/693, d1=0.474, d2=0.507 g=1.486 2/2 [==============================] - 0s 19ms/step >44, 693/693, d1=0.532, d2=0.517 g=1.492 2/2 [==============================] - 0s 17ms/step >45, 1/693, d1=0.463, d2=0.477 g=1.541 2/2 [==============================] - 0s 18ms/step >45, 2/693, d1=0.401, d2=0.514 g=1.438 2/2 [==============================] - 0s 18ms/step >45, 3/693, d1=0.580, d2=0.433 g=1.449 2/2 [==============================] - 0s 17ms/step >45, 4/693, d1=0.509, d2=0.479 g=1.571 2/2 [==============================] - 0s 16ms/step >45, 5/693, d1=0.400, d2=0.568 g=1.561 2/2 [==============================] - 0s 18ms/step >45, 6/693, d1=0.457, d2=0.410 g=1.737 2/2 [==============================] - 0s 17ms/step >45, 7/693, d1=0.617, d2=0.430 g=1.526 2/2 [==============================] - 0s 17ms/step >45, 8/693, d1=0.464, d2=0.518 g=1.510 2/2 [==============================] - 0s 18ms/step >45, 9/693, d1=0.478, d2=0.412 g=1.575 2/2 [==============================] - 0s 19ms/step >45, 10/693, d1=0.533, d2=0.466 g=1.517 2/2 [==============================] - 0s 17ms/step >45, 11/693, d1=0.635, d2=0.502 g=1.541 2/2 [==============================] - 0s 17ms/step >45, 12/693, d1=0.561, d2=0.498 g=1.420 2/2 [==============================] - 0s 19ms/step >45, 13/693, d1=0.461, d2=0.398 g=1.573 2/2 [==============================] - 0s 17ms/step >45, 14/693, d1=0.533, d2=0.565 g=1.387 2/2 [==============================] - 0s 17ms/step >45, 15/693, d1=0.510, d2=0.401 g=1.468 2/2 [==============================] - 0s 17ms/step >45, 16/693, d1=0.499, d2=0.434 g=1.637 2/2 [==============================] - 0s 17ms/step >45, 17/693, d1=0.521, d2=0.419 g=1.568 2/2 [==============================] - 0s 18ms/step >45, 18/693, d1=0.463, d2=0.484 g=1.376 2/2 [==============================] - 0s 17ms/step >45, 19/693, d1=0.481, d2=0.491 g=1.430 2/2 [==============================] - 0s 16ms/step >45, 20/693, d1=0.446, d2=0.551 g=1.725 2/2 [==============================] - 0s 16ms/step >45, 21/693, d1=0.483, d2=0.375 g=1.514 2/2 [==============================] - 0s 19ms/step >45, 22/693, d1=0.431, d2=0.500 g=1.587 2/2 [==============================] - 0s 18ms/step >45, 23/693, d1=0.495, d2=0.446 g=1.559 2/2 [==============================] - 0s 17ms/step >45, 24/693, d1=0.550, d2=0.449 g=1.400 2/2 [==============================] - 0s 17ms/step >45, 25/693, d1=0.432, d2=0.438 g=1.515 2/2 [==============================] - 0s 17ms/step >45, 26/693, d1=0.472, d2=0.526 g=1.495 2/2 [==============================] - 0s 17ms/step >45, 27/693, d1=0.477, d2=0.389 g=1.549 2/2 [==============================] - 0s 17ms/step >45, 28/693, d1=0.522, d2=0.402 g=1.527 2/2 [==============================] - 0s 17ms/step >45, 29/693, d1=0.490, d2=0.461 g=1.537 2/2 [==============================] - 0s 17ms/step >45, 30/693, d1=0.406, d2=0.467 g=1.587 2/2 [==============================] - 0s 17ms/step >45, 31/693, d1=0.546, d2=0.401 g=1.744 2/2 [==============================] - 0s 19ms/step >45, 32/693, d1=0.620, d2=0.440 g=1.658 2/2 [==============================] - 0s 17ms/step >45, 33/693, d1=0.550, d2=0.532 g=1.399 2/2 [==============================] - 0s 16ms/step >45, 34/693, d1=0.519, d2=0.654 g=1.441 2/2 [==============================] - 0s 17ms/step >45, 35/693, d1=0.581, d2=0.481 g=1.555 2/2 [==============================] - 0s 17ms/step >45, 36/693, d1=0.460, d2=0.479 g=1.531 2/2 [==============================] - 0s 18ms/step >45, 37/693, d1=0.604, d2=0.497 g=1.525 2/2 [==============================] - 0s 16ms/step >45, 38/693, d1=0.425, d2=0.493 g=1.662 2/2 [==============================] - 0s 17ms/step >45, 39/693, d1=0.565, d2=0.490 g=1.916 2/2 [==============================] - 0s 17ms/step >45, 40/693, d1=0.530, d2=0.361 g=1.563 2/2 [==============================] - 0s 19ms/step >45, 41/693, d1=0.561, d2=0.545 g=1.539 2/2 [==============================] - 0s 17ms/step >45, 42/693, d1=0.483, d2=0.552 g=1.698 2/2 [==============================] - 0s 17ms/step >45, 43/693, d1=0.572, d2=0.489 g=1.573 2/2 [==============================] - 0s 19ms/step >45, 44/693, d1=0.541, d2=0.446 g=1.469 2/2 [==============================] - 0s 17ms/step >45, 45/693, d1=0.441, d2=0.587 g=1.470 2/2 [==============================] - 0s 17ms/step >45, 46/693, d1=0.469, d2=0.614 g=1.648 2/2 [==============================] - 0s 17ms/step >45, 47/693, d1=0.628, d2=0.399 g=1.701 2/2 [==============================] - 0s 19ms/step >45, 48/693, d1=0.658, d2=0.451 g=1.519 2/2 [==============================] - 0s 17ms/step >45, 49/693, d1=0.507, d2=0.466 g=1.473 2/2 [==============================] - 0s 17ms/step >45, 50/693, d1=0.566, d2=0.601 g=1.341 2/2 [==============================] - 0s 17ms/step >45, 51/693, d1=0.499, d2=0.452 g=1.511 2/2 [==============================] - 0s 17ms/step >45, 52/693, d1=0.518, d2=0.421 g=1.678 2/2 [==============================] - 0s 17ms/step >45, 53/693, d1=0.480, d2=0.549 g=1.491 2/2 [==============================] - 0s 17ms/step >45, 54/693, d1=0.574, d2=0.467 g=1.510 2/2 [==============================] - 0s 18ms/step >45, 55/693, d1=0.388, d2=0.499 g=1.486 2/2 [==============================] - 0s 17ms/step >45, 56/693, d1=0.493, d2=0.455 g=1.514 2/2 [==============================] - 0s 17ms/step >45, 57/693, d1=0.514, d2=0.377 g=1.598 2/2 [==============================] - 0s 17ms/step >45, 58/693, d1=0.513, d2=0.516 g=1.505 2/2 [==============================] - 0s 16ms/step >45, 59/693, d1=0.525, d2=0.452 g=1.458 2/2 [==============================] - 0s 18ms/step >45, 60/693, d1=0.470, d2=0.456 g=1.478 2/2 [==============================] - 0s 18ms/step >45, 61/693, d1=0.451, d2=0.535 g=1.461 2/2 [==============================] - 0s 16ms/step >45, 62/693, d1=0.421, d2=0.477 g=1.615 2/2 [==============================] - 0s 16ms/step >45, 63/693, d1=0.509, d2=0.381 g=1.789 2/2 [==============================] - 0s 16ms/step >45, 64/693, d1=0.531, d2=0.473 g=1.660 2/2 [==============================] - 0s 18ms/step >45, 65/693, d1=0.613, d2=0.555 g=1.539 2/2 [==============================] - 0s 18ms/step >45, 66/693, d1=0.538, d2=0.574 g=1.598 2/2 [==============================] - 0s 17ms/step >45, 67/693, d1=0.547, d2=0.482 g=1.530 2/2 [==============================] - 0s 18ms/step >45, 68/693, d1=0.677, d2=0.415 g=1.475 2/2 [==============================] - 0s 17ms/step >45, 69/693, d1=0.515, d2=0.484 g=1.565 2/2 [==============================] - 0s 17ms/step >45, 70/693, d1=0.402, d2=0.489 g=1.563 2/2 [==============================] - 0s 17ms/step >45, 71/693, d1=0.540, d2=0.407 g=1.662 2/2 [==============================] - 0s 18ms/step >45, 72/693, d1=0.582, d2=0.526 g=1.720 2/2 [==============================] - 0s 18ms/step >45, 73/693, d1=0.543, d2=0.461 g=1.663 2/2 [==============================] - 0s 17ms/step >45, 74/693, d1=0.571, d2=0.507 g=1.533 2/2 [==============================] - 0s 20ms/step >45, 75/693, d1=0.529, d2=0.470 g=1.429 2/2 [==============================] - 0s 16ms/step >45, 76/693, d1=0.628, d2=0.426 g=1.427 2/2 [==============================] - 0s 18ms/step >45, 77/693, d1=0.538, d2=0.516 g=1.321 2/2 [==============================] - 0s 18ms/step >45, 78/693, d1=0.457, d2=0.642 g=1.425 2/2 [==============================] - 0s 18ms/step >45, 79/693, d1=0.520, d2=0.544 g=1.474 2/2 [==============================] - 0s 18ms/step >45, 80/693, d1=0.589, d2=0.364 g=1.554 2/2 [==============================] - 0s 19ms/step >45, 81/693, d1=0.572, d2=0.476 g=1.345 2/2 [==============================] - 0s 18ms/step >45, 82/693, d1=0.290, d2=0.550 g=1.607 2/2 [==============================] - 0s 17ms/step >45, 83/693, d1=0.552, d2=0.477 g=1.527 2/2 [==============================] - 0s 18ms/step >45, 84/693, d1=0.505, d2=0.437 g=1.627 2/2 [==============================] - 0s 17ms/step >45, 85/693, d1=0.646, d2=0.423 g=1.432 2/2 [==============================] - 0s 17ms/step >45, 86/693, d1=0.430, d2=0.391 g=1.517 2/2 [==============================] - 0s 18ms/step >45, 87/693, d1=0.446, d2=0.518 g=1.369 2/2 [==============================] - 0s 18ms/step >45, 88/693, d1=0.492, d2=0.581 g=1.594 2/2 [==============================] - 0s 17ms/step >45, 89/693, d1=0.544, d2=0.426 g=1.575 2/2 [==============================] - 0s 17ms/step >45, 90/693, d1=0.592, d2=0.482 g=1.488 2/2 [==============================] - 0s 16ms/step >45, 91/693, d1=0.540, d2=0.581 g=1.330 2/2 [==============================] - 0s 17ms/step >45, 92/693, d1=0.514, d2=0.483 g=1.438 2/2 [==============================] - 0s 17ms/step >45, 93/693, d1=0.446, d2=0.503 g=1.676 2/2 [==============================] - 0s 17ms/step >45, 94/693, d1=0.455, d2=0.446 g=1.681 2/2 [==============================] - 0s 18ms/step >45, 95/693, d1=0.588, d2=0.368 g=1.491 2/2 [==============================] - 0s 18ms/step >45, 96/693, d1=0.576, d2=0.400 g=1.427 2/2 [==============================] - 0s 17ms/step >45, 97/693, d1=0.394, d2=0.630 g=1.517 2/2 [==============================] - 0s 17ms/step >45, 98/693, d1=0.427, d2=0.397 g=1.559 2/2 [==============================] - 0s 18ms/step >45, 99/693, d1=0.500, d2=0.555 g=1.513 2/2 [==============================] - 0s 17ms/step >45, 100/693, d1=0.576, d2=0.540 g=1.499 2/2 [==============================] - 0s 18ms/step >45, 101/693, d1=0.465, d2=0.420 g=1.465 2/2 [==============================] - 0s 16ms/step >45, 102/693, d1=0.577, d2=0.482 g=1.514 2/2 [==============================] - 0s 19ms/step >45, 103/693, d1=0.482, d2=0.422 g=1.438 2/2 [==============================] - 0s 17ms/step >45, 104/693, d1=0.420, d2=0.532 g=1.377 2/2 [==============================] - 0s 17ms/step >45, 105/693, d1=0.489, d2=0.453 g=1.797 2/2 [==============================] - 0s 17ms/step >45, 106/693, d1=0.561, d2=0.327 g=1.415 2/2 [==============================] - 0s 19ms/step >45, 107/693, d1=0.421, d2=0.528 g=1.528 2/2 [==============================] - 0s 18ms/step >45, 108/693, d1=0.425, d2=0.312 g=1.634 2/2 [==============================] - 0s 17ms/step >45, 109/693, d1=0.675, d2=0.417 g=1.413 2/2 [==============================] - 0s 17ms/step >45, 110/693, d1=0.380, d2=0.551 g=1.416 2/2 [==============================] - 0s 17ms/step >45, 111/693, d1=0.456, d2=0.575 g=1.603 2/2 [==============================] - 0s 18ms/step >45, 112/693, d1=0.506, d2=0.404 g=1.666 2/2 [==============================] - 0s 18ms/step >45, 113/693, d1=0.520, d2=0.427 g=1.602 2/2 [==============================] - 0s 17ms/step >45, 114/693, d1=0.552, d2=0.419 g=1.517 2/2 [==============================] - 0s 17ms/step >45, 115/693, d1=0.456, d2=0.378 g=1.576 2/2 [==============================] - 0s 16ms/step >45, 116/693, d1=0.559, d2=0.479 g=1.560 2/2 [==============================] - 0s 18ms/step >45, 117/693, d1=0.426, d2=0.441 g=1.557 2/2 [==============================] - 0s 16ms/step >45, 118/693, d1=0.521, d2=0.566 g=1.510 2/2 [==============================] - 0s 17ms/step >45, 119/693, d1=0.507, d2=0.425 g=1.425 2/2 [==============================] - 0s 17ms/step >45, 120/693, d1=0.432, d2=0.542 g=1.445 2/2 [==============================] - 0s 18ms/step >45, 121/693, d1=0.507, d2=0.427 g=1.486 2/2 [==============================] - 0s 18ms/step >45, 122/693, d1=0.463, d2=0.511 g=1.608 2/2 [==============================] - 0s 17ms/step >45, 123/693, d1=0.505, d2=0.365 g=1.640 2/2 [==============================] - 0s 18ms/step >45, 124/693, d1=0.434, d2=0.408 g=1.607 2/2 [==============================] - 0s 18ms/step >45, 125/693, d1=0.524, d2=0.492 g=1.496 2/2 [==============================] - 0s 19ms/step >45, 126/693, d1=0.404, d2=0.584 g=1.570 2/2 [==============================] - 0s 17ms/step >45, 127/693, d1=0.669, d2=0.504 g=1.832 2/2 [==============================] - 0s 18ms/step >45, 128/693, d1=0.599, d2=0.376 g=1.634 2/2 [==============================] - 0s 18ms/step >45, 129/693, d1=0.577, d2=0.298 g=1.693 2/2 [==============================] - 0s 16ms/step >45, 130/693, d1=0.392, d2=0.346 g=1.836 2/2 [==============================] - 0s 19ms/step >45, 131/693, d1=0.301, d2=0.584 g=1.647 2/2 [==============================] - 0s 17ms/step >45, 132/693, d1=0.577, d2=0.415 g=1.673 2/2 [==============================] - 0s 19ms/step >45, 133/693, d1=0.450, d2=0.358 g=1.549 2/2 [==============================] - 0s 16ms/step >45, 134/693, d1=0.456, d2=0.434 g=1.605 2/2 [==============================] - 0s 17ms/step >45, 135/693, d1=0.491, d2=0.446 g=1.580 2/2 [==============================] - 0s 17ms/step >45, 136/693, d1=0.517, d2=0.498 g=1.514 2/2 [==============================] - 0s 17ms/step >45, 137/693, d1=0.492, d2=0.517 g=1.557 2/2 [==============================] - 0s 16ms/step >45, 138/693, d1=0.554, d2=0.456 g=1.546 2/2 [==============================] - 0s 17ms/step >45, 139/693, d1=0.432, d2=0.396 g=1.463 2/2 [==============================] - 0s 18ms/step >45, 140/693, d1=0.461, d2=0.552 g=1.590 2/2 [==============================] - 0s 17ms/step >45, 141/693, d1=0.528, d2=0.441 g=1.669 2/2 [==============================] - 0s 18ms/step >45, 142/693, d1=0.549, d2=0.390 g=1.601 2/2 [==============================] - 0s 19ms/step >45, 143/693, d1=0.522, d2=0.374 g=1.643 2/2 [==============================] - 0s 19ms/step >45, 144/693, d1=0.462, d2=0.487 g=1.685 2/2 [==============================] - 0s 19ms/step >45, 145/693, d1=0.481, d2=0.373 g=1.783 2/2 [==============================] - 0s 18ms/step >45, 146/693, d1=0.462, d2=0.392 g=1.835 2/2 [==============================] - 0s 18ms/step >45, 147/693, d1=0.456, d2=0.409 g=1.751 2/2 [==============================] - 0s 16ms/step >45, 148/693, d1=0.588, d2=0.379 g=1.410 2/2 [==============================] - 0s 17ms/step >45, 149/693, d1=0.417, d2=0.769 g=1.506 2/2 [==============================] - 0s 18ms/step >45, 150/693, d1=0.513, d2=0.508 g=1.760 2/2 [==============================] - 0s 18ms/step >45, 151/693, d1=0.553, d2=0.387 g=1.666 2/2 [==============================] - 0s 16ms/step >45, 152/693, d1=0.523, d2=0.474 g=1.583 2/2 [==============================] - 0s 18ms/step >45, 153/693, d1=0.420, d2=0.412 g=1.504 2/2 [==============================] - 0s 17ms/step >45, 154/693, d1=0.528, d2=0.549 g=1.559 2/2 [==============================] - 0s 17ms/step >45, 155/693, d1=0.578, d2=0.412 g=1.585 2/2 [==============================] - 0s 17ms/step >45, 156/693, d1=0.429, d2=0.331 g=1.566 2/2 [==============================] - 0s 19ms/step >45, 157/693, d1=0.429, d2=0.437 g=1.580 2/2 [==============================] - 0s 17ms/step >45, 158/693, d1=0.499, d2=0.349 g=1.481 2/2 [==============================] - 0s 18ms/step >45, 159/693, d1=0.462, d2=0.456 g=1.482 2/2 [==============================] - 0s 17ms/step >45, 160/693, d1=0.417, d2=0.543 g=1.521 2/2 [==============================] - 0s 18ms/step >45, 161/693, d1=0.487, d2=0.455 g=1.740 2/2 [==============================] - 0s 16ms/step >45, 162/693, d1=0.516, d2=0.436 g=1.704 2/2 [==============================] - 0s 19ms/step >45, 163/693, d1=0.542, d2=0.477 g=1.450 2/2 [==============================] - 0s 17ms/step >45, 164/693, d1=0.628, d2=0.485 g=1.430 2/2 [==============================] - 0s 17ms/step >45, 165/693, d1=0.308, d2=0.529 g=1.669 2/2 [==============================] - 0s 16ms/step >45, 166/693, d1=0.550, d2=0.436 g=1.641 2/2 [==============================] - 0s 17ms/step >45, 167/693, d1=0.412, d2=0.439 g=1.537 2/2 [==============================] - 0s 17ms/step >45, 168/693, d1=0.390, d2=0.474 g=1.648 2/2 [==============================] - 0s 17ms/step >45, 169/693, d1=0.404, d2=0.438 g=1.913 2/2 [==============================] - 0s 17ms/step >45, 170/693, d1=0.778, d2=0.353 g=1.747 2/2 [==============================] - 0s 17ms/step >45, 171/693, d1=0.417, d2=0.367 g=1.553 2/2 [==============================] - 0s 17ms/step >45, 172/693, d1=0.523, d2=0.472 g=1.440 2/2 [==============================] - 0s 17ms/step >45, 173/693, d1=0.373, d2=0.566 g=1.527 2/2 [==============================] - 0s 17ms/step >45, 174/693, d1=0.438, d2=0.501 g=1.559 2/2 [==============================] - 0s 17ms/step >45, 175/693, d1=0.453, d2=0.446 g=1.639 2/2 [==============================] - 0s 18ms/step >45, 176/693, d1=0.439, d2=0.428 g=1.641 2/2 [==============================] - 0s 16ms/step >45, 177/693, d1=0.606, d2=0.412 g=1.636 2/2 [==============================] - 0s 17ms/step >45, 178/693, d1=0.512, d2=0.481 g=1.524 2/2 [==============================] - 0s 17ms/step >45, 179/693, d1=0.438, d2=0.495 g=1.535 2/2 [==============================] - 0s 17ms/step >45, 180/693, d1=0.506, d2=0.497 g=1.669 2/2 [==============================] - 0s 19ms/step >45, 181/693, d1=0.490, d2=0.410 g=1.691 2/2 [==============================] - 0s 17ms/step >45, 182/693, d1=0.355, d2=0.611 g=1.805 2/2 [==============================] - 0s 17ms/step >45, 183/693, d1=0.556, d2=0.371 g=1.733 2/2 [==============================] - 0s 18ms/step >45, 184/693, d1=0.553, d2=0.427 g=1.499 2/2 [==============================] - 0s 18ms/step >45, 185/693, d1=0.402, d2=0.404 g=1.737 2/2 [==============================] - 0s 16ms/step >45, 186/693, d1=0.552, d2=0.425 g=1.536 2/2 [==============================] - 0s 17ms/step >45, 187/693, d1=0.467, d2=0.378 g=1.479 2/2 [==============================] - 0s 17ms/step >45, 188/693, d1=0.435, d2=0.605 g=1.643 2/2 [==============================] - 0s 16ms/step >45, 189/693, d1=0.521, d2=0.393 g=1.372 2/2 [==============================] - 0s 17ms/step >45, 190/693, d1=0.471, d2=0.491 g=1.436 2/2 [==============================] - 0s 17ms/step >45, 191/693, d1=0.490, d2=0.601 g=1.611 2/2 [==============================] - 0s 17ms/step >45, 192/693, d1=0.545, d2=0.458 g=1.625 2/2 [==============================] - 0s 19ms/step >45, 193/693, d1=0.489, d2=0.438 g=1.611 2/2 [==============================] - 0s 18ms/step >45, 194/693, d1=0.529, d2=0.383 g=1.571 2/2 [==============================] - 0s 19ms/step >45, 195/693, d1=0.482, d2=0.483 g=1.624 2/2 [==============================] - 0s 16ms/step >45, 196/693, d1=0.612, d2=0.500 g=1.631 2/2 [==============================] - 0s 17ms/step >45, 197/693, d1=0.716, d2=0.498 g=1.538 2/2 [==============================] - 0s 18ms/step >45, 198/693, d1=0.663, d2=0.411 g=1.484 2/2 [==============================] - 0s 17ms/step >45, 199/693, d1=0.520, d2=0.690 g=1.470 2/2 [==============================] - 0s 17ms/step >45, 200/693, d1=0.509, d2=0.491 g=1.542 2/2 [==============================] - 0s 17ms/step >45, 201/693, d1=0.526, d2=0.448 g=1.605 2/2 [==============================] - 0s 17ms/step >45, 202/693, d1=0.443, d2=0.485 g=1.630 2/2 [==============================] - 0s 17ms/step >45, 203/693, d1=0.559, d2=0.543 g=1.616 2/2 [==============================] - 0s 18ms/step >45, 204/693, d1=0.474, d2=0.410 g=1.492 2/2 [==============================] - 0s 15ms/step >45, 205/693, d1=0.518, d2=0.462 g=1.732 2/2 [==============================] - 0s 18ms/step >45, 206/693, d1=0.540, d2=0.422 g=1.566 2/2 [==============================] - 0s 17ms/step >45, 207/693, d1=0.578, d2=0.415 g=1.433 2/2 [==============================] - 0s 17ms/step >45, 208/693, d1=0.515, d2=0.544 g=1.575 2/2 [==============================] - 0s 18ms/step >45, 209/693, d1=0.482, d2=0.620 g=1.517 2/2 [==============================] - 0s 17ms/step >45, 210/693, d1=0.596, d2=0.420 g=1.431 2/2 [==============================] - 0s 16ms/step >45, 211/693, d1=0.401, d2=0.436 g=1.724 2/2 [==============================] - 0s 17ms/step >45, 212/693, d1=0.532, d2=0.407 g=1.621 2/2 [==============================] - 0s 17ms/step >45, 213/693, d1=0.504, d2=0.469 g=1.404 2/2 [==============================] - 0s 18ms/step >45, 214/693, d1=0.411, d2=0.498 g=1.422 2/2 [==============================] - 0s 17ms/step >45, 215/693, d1=0.502, d2=0.495 g=1.820 2/2 [==============================] - 0s 17ms/step >45, 216/693, d1=0.595, d2=0.584 g=1.557 2/2 [==============================] - 0s 19ms/step >45, 217/693, d1=0.531, d2=0.488 g=1.466 2/2 [==============================] - 0s 16ms/step >45, 218/693, d1=0.529, d2=0.540 g=1.434 2/2 [==============================] - 0s 17ms/step >45, 219/693, d1=0.375, d2=0.499 g=1.583 2/2 [==============================] - 0s 17ms/step >45, 220/693, d1=0.476, d2=0.480 g=1.751 2/2 [==============================] - 0s 18ms/step >45, 221/693, d1=0.500, d2=0.313 g=1.620 2/2 [==============================] - 0s 18ms/step >45, 222/693, d1=0.689, d2=0.420 g=1.487 2/2 [==============================] - 0s 16ms/step >45, 223/693, d1=0.464, d2=0.572 g=1.528 2/2 [==============================] - 0s 17ms/step >45, 224/693, d1=0.423, d2=0.489 g=1.582 2/2 [==============================] - 0s 18ms/step >45, 225/693, d1=0.562, d2=0.415 g=1.579 2/2 [==============================] - 0s 17ms/step >45, 226/693, d1=0.522, d2=0.535 g=1.542 2/2 [==============================] - 0s 16ms/step >45, 227/693, d1=0.526, d2=0.465 g=1.572 2/2 [==============================] - 0s 18ms/step >45, 228/693, d1=0.439, d2=0.368 g=1.585 2/2 [==============================] - 0s 18ms/step >45, 229/693, d1=0.475, d2=0.490 g=1.557 2/2 [==============================] - 0s 16ms/step >45, 230/693, d1=0.446, d2=0.508 g=1.762 2/2 [==============================] - 0s 17ms/step >45, 231/693, d1=0.614, d2=0.303 g=1.669 2/2 [==============================] - 0s 16ms/step >45, 232/693, d1=0.625, d2=0.324 g=1.583 2/2 [==============================] - 0s 18ms/step >45, 233/693, d1=0.342, d2=0.446 g=1.562 2/2 [==============================] - 0s 17ms/step >45, 234/693, d1=0.358, d2=0.441 g=1.541 2/2 [==============================] - 0s 16ms/step >45, 235/693, d1=0.413, d2=0.610 g=1.460 2/2 [==============================] - 0s 17ms/step >45, 236/693, d1=0.598, d2=0.410 g=1.523 2/2 [==============================] - 0s 17ms/step >45, 237/693, d1=0.593, d2=0.507 g=1.357 2/2 [==============================] - 0s 16ms/step >45, 238/693, d1=0.379, d2=0.506 g=1.542 2/2 [==============================] - 0s 17ms/step >45, 239/693, d1=0.391, d2=0.493 g=1.589 2/2 [==============================] - 0s 17ms/step >45, 240/693, d1=0.444, d2=0.550 g=1.702 2/2 [==============================] - 0s 16ms/step >45, 241/693, d1=0.584, d2=0.502 g=1.653 2/2 [==============================] - 0s 18ms/step >45, 242/693, d1=0.490, d2=0.379 g=1.718 2/2 [==============================] - 0s 17ms/step >45, 243/693, d1=0.489, d2=0.500 g=1.548 2/2 [==============================] - 0s 18ms/step >45, 244/693, d1=0.460, d2=0.380 g=1.617 2/2 [==============================] - 0s 16ms/step >45, 245/693, d1=0.654, d2=0.411 g=1.557 2/2 [==============================] - 0s 17ms/step >45, 246/693, d1=0.559, d2=0.481 g=1.449 2/2 [==============================] - 0s 16ms/step >45, 247/693, d1=0.513, d2=0.390 g=1.557 2/2 [==============================] - 0s 18ms/step >45, 248/693, d1=0.642, d2=0.463 g=1.389 2/2 [==============================] - 0s 18ms/step >45, 249/693, d1=0.493, d2=0.572 g=1.466 2/2 [==============================] - 0s 18ms/step >45, 250/693, d1=0.534, d2=0.589 g=1.398 2/2 [==============================] - 0s 18ms/step >45, 251/693, d1=0.413, d2=0.444 g=1.495 2/2 [==============================] - 0s 17ms/step >45, 252/693, d1=0.483, d2=0.389 g=1.497 2/2 [==============================] - 0s 18ms/step >45, 253/693, d1=0.413, d2=0.501 g=1.387 2/2 [==============================] - 0s 16ms/step >45, 254/693, d1=0.555, d2=0.444 g=1.373 2/2 [==============================] - 0s 17ms/step >45, 255/693, d1=0.577, d2=0.363 g=1.463 2/2 [==============================] - 0s 19ms/step >45, 256/693, d1=0.467, d2=0.466 g=1.469 2/2 [==============================] - 0s 17ms/step >45, 257/693, d1=0.572, d2=0.535 g=1.491 2/2 [==============================] - 0s 16ms/step >45, 258/693, d1=0.495, d2=0.522 g=1.543 2/2 [==============================] - 0s 18ms/step >45, 259/693, d1=0.674, d2=0.475 g=1.339 2/2 [==============================] - 0s 18ms/step >45, 260/693, d1=0.380, d2=0.680 g=1.670 2/2 [==============================] - 0s 17ms/step >45, 261/693, d1=0.529, d2=0.444 g=1.804 2/2 [==============================] - 0s 17ms/step >45, 262/693, d1=0.606, d2=0.408 g=1.696 2/2 [==============================] - 0s 18ms/step >45, 263/693, d1=0.589, d2=0.501 g=1.548 2/2 [==============================] - 0s 18ms/step >45, 264/693, d1=0.589, d2=0.449 g=1.467 2/2 [==============================] - 0s 17ms/step >45, 265/693, d1=0.422, d2=0.462 g=1.362 2/2 [==============================] - 0s 17ms/step >45, 266/693, d1=0.478, d2=0.483 g=1.694 2/2 [==============================] - 0s 19ms/step >45, 267/693, d1=0.439, d2=0.494 g=1.490 2/2 [==============================] - 0s 18ms/step >45, 268/693, d1=0.517, d2=0.389 g=1.535 2/2 [==============================] - 0s 17ms/step >45, 269/693, d1=0.588, d2=0.361 g=1.443 2/2 [==============================] - 0s 17ms/step >45, 270/693, d1=0.380, d2=0.440 g=1.560 2/2 [==============================] - 0s 16ms/step >45, 271/693, d1=0.438, d2=0.520 g=1.682 2/2 [==============================] - 0s 17ms/step >45, 272/693, d1=0.517, d2=0.390 g=1.557 2/2 [==============================] - 0s 18ms/step >45, 273/693, d1=0.459, d2=0.397 g=1.610 2/2 [==============================] - 0s 17ms/step >45, 274/693, d1=0.470, d2=0.422 g=1.625 2/2 [==============================] - 0s 16ms/step >45, 275/693, d1=0.426, d2=0.490 g=1.569 2/2 [==============================] - 0s 7ms/step >45, 276/693, d1=0.448, d2=0.623 g=1.524 2/2 [==============================] - 0s 16ms/step >45, 277/693, d1=0.433, d2=0.373 g=1.367 2/2 [==============================] - 0s 17ms/step >45, 278/693, d1=0.381, d2=0.460 g=1.624 2/2 [==============================] - 0s 17ms/step >45, 279/693, d1=0.512, d2=0.393 g=1.712 2/2 [==============================] - 0s 16ms/step >45, 280/693, d1=0.457, d2=0.410 g=1.755 2/2 [==============================] - 0s 17ms/step >45, 281/693, d1=0.420, d2=0.459 g=1.598 2/2 [==============================] - 0s 17ms/step >45, 282/693, d1=0.538, d2=0.368 g=1.748 2/2 [==============================] - 0s 17ms/step >45, 283/693, d1=0.516, d2=0.370 g=1.633 2/2 [==============================] - 0s 16ms/step >45, 284/693, d1=0.642, d2=0.404 g=1.654 2/2 [==============================] - 0s 17ms/step >45, 285/693, d1=0.489, d2=0.556 g=1.621 2/2 [==============================] - 0s 17ms/step >45, 286/693, d1=0.488, d2=0.523 g=1.515 2/2 [==============================] - 0s 19ms/step >45, 287/693, d1=0.574, d2=0.549 g=1.600 2/2 [==============================] - 0s 16ms/step >45, 288/693, d1=0.473, d2=0.430 g=1.541 2/2 [==============================] - 0s 17ms/step >45, 289/693, d1=0.497, d2=0.504 g=1.662 2/2 [==============================] - 0s 18ms/step >45, 290/693, d1=0.530, d2=0.431 g=1.585 2/2 [==============================] - 0s 16ms/step >45, 291/693, d1=0.480, d2=0.448 g=1.409 2/2 [==============================] - 0s 17ms/step >45, 292/693, d1=0.438, d2=0.463 g=1.487 2/2 [==============================] - 0s 17ms/step >45, 293/693, d1=0.535, d2=0.432 g=1.794 2/2 [==============================] - 0s 18ms/step >45, 294/693, d1=0.529, d2=0.378 g=1.587 2/2 [==============================] - 0s 19ms/step >45, 295/693, d1=0.419, d2=0.457 g=1.678 2/2 [==============================] - 0s 18ms/step >45, 296/693, d1=0.468, d2=0.412 g=1.503 2/2 [==============================] - 0s 18ms/step >45, 297/693, d1=0.560, d2=0.483 g=1.637 2/2 [==============================] - 0s 16ms/step >45, 298/693, d1=0.541, d2=0.437 g=1.468 2/2 [==============================] - 0s 18ms/step >45, 299/693, d1=0.471, d2=0.518 g=1.391 2/2 [==============================] - 0s 17ms/step >45, 300/693, d1=0.486, d2=0.583 g=1.602 2/2 [==============================] - 0s 19ms/step >45, 301/693, d1=0.566, d2=0.429 g=1.594 2/2 [==============================] - 0s 17ms/step >45, 302/693, d1=0.583, d2=0.440 g=1.609 2/2 [==============================] - 0s 17ms/step >45, 303/693, d1=0.412, d2=0.439 g=1.617 2/2 [==============================] - 0s 17ms/step >45, 304/693, d1=0.504, d2=0.473 g=1.632 2/2 [==============================] - 0s 18ms/step >45, 305/693, d1=0.508, d2=0.432 g=1.675 2/2 [==============================] - 0s 16ms/step >45, 306/693, d1=0.594, d2=0.480 g=1.687 2/2 [==============================] - 0s 17ms/step >45, 307/693, d1=0.485, d2=0.419 g=1.432 2/2 [==============================] - 0s 18ms/step >45, 308/693, d1=0.479, d2=0.392 g=1.492 2/2 [==============================] - 0s 18ms/step >45, 309/693, d1=0.485, d2=0.577 g=1.466 2/2 [==============================] - 0s 16ms/step >45, 310/693, d1=0.568, d2=0.420 g=1.586 2/2 [==============================] - 0s 18ms/step >45, 311/693, d1=0.462, d2=0.441 g=1.507 2/2 [==============================] - 0s 17ms/step >45, 312/693, d1=0.471, d2=0.441 g=1.787 2/2 [==============================] - 0s 16ms/step >45, 313/693, d1=0.530, d2=0.391 g=1.767 2/2 [==============================] - 0s 18ms/step >45, 314/693, d1=0.394, d2=0.392 g=1.805 2/2 [==============================] - 0s 19ms/step >45, 315/693, d1=0.674, d2=0.364 g=1.575 2/2 [==============================] - 0s 19ms/step >45, 316/693, d1=0.335, d2=0.433 g=1.512 2/2 [==============================] - 0s 18ms/step >45, 317/693, d1=0.344, d2=0.510 g=1.515 2/2 [==============================] - 0s 18ms/step >45, 318/693, d1=0.409, d2=0.456 g=1.621 2/2 [==============================] - 0s 17ms/step >45, 319/693, d1=0.423, d2=0.364 g=1.554 2/2 [==============================] - 0s 18ms/step >45, 320/693, d1=0.504, d2=0.441 g=1.580 2/2 [==============================] - 0s 16ms/step >45, 321/693, d1=0.530, d2=0.463 g=1.481 2/2 [==============================] - 0s 17ms/step >45, 322/693, d1=0.544, d2=0.495 g=1.495 2/2 [==============================] - 0s 17ms/step >45, 323/693, d1=0.494, d2=0.484 g=1.704 2/2 [==============================] - 0s 16ms/step >45, 324/693, d1=0.503, d2=0.409 g=1.558 2/2 [==============================] - 0s 18ms/step >45, 325/693, d1=0.490, d2=0.594 g=1.557 2/2 [==============================] - 0s 17ms/step >45, 326/693, d1=0.589, d2=0.460 g=1.600 2/2 [==============================] - 0s 18ms/step >45, 327/693, d1=0.650, d2=0.417 g=1.432 2/2 [==============================] - 0s 18ms/step >45, 328/693, d1=0.495, d2=0.429 g=1.335 2/2 [==============================] - 0s 17ms/step >45, 329/693, d1=0.392, d2=0.590 g=1.387 2/2 [==============================] - 0s 17ms/step >45, 330/693, d1=0.548, d2=0.494 g=1.655 2/2 [==============================] - 0s 17ms/step >45, 331/693, d1=0.379, d2=0.340 g=1.696 2/2 [==============================] - 0s 20ms/step >45, 332/693, d1=0.485, d2=0.369 g=1.673 2/2 [==============================] - 0s 17ms/step >45, 333/693, d1=0.565, d2=0.355 g=1.536 2/2 [==============================] - 0s 18ms/step >45, 334/693, d1=0.477, d2=0.549 g=1.404 2/2 [==============================] - 0s 18ms/step >45, 335/693, d1=0.487, d2=0.527 g=1.467 2/2 [==============================] - 0s 18ms/step >45, 336/693, d1=0.479, d2=0.362 g=1.590 2/2 [==============================] - 0s 18ms/step >45, 337/693, d1=0.526, d2=0.426 g=1.435 2/2 [==============================] - 0s 17ms/step >45, 338/693, d1=0.548, d2=0.469 g=1.412 2/2 [==============================] - 0s 21ms/step >45, 339/693, d1=0.489, d2=0.612 g=1.492 2/2 [==============================] - 0s 17ms/step >45, 340/693, d1=0.452, d2=0.468 g=1.410 2/2 [==============================] - 0s 18ms/step >45, 341/693, d1=0.533, d2=0.463 g=1.362 2/2 [==============================] - 0s 17ms/step >45, 342/693, d1=0.464, d2=0.433 g=1.626 2/2 [==============================] - 0s 17ms/step >45, 343/693, d1=0.445, d2=0.415 g=1.391 2/2 [==============================] - 0s 17ms/step >45, 344/693, d1=0.430, d2=0.492 g=1.641 2/2 [==============================] - 0s 17ms/step >45, 345/693, d1=0.478, d2=0.558 g=1.455 2/2 [==============================] - 0s 18ms/step >45, 346/693, d1=0.539, d2=0.408 g=1.584 2/2 [==============================] - 0s 17ms/step >45, 347/693, d1=0.519, d2=0.421 g=1.556 2/2 [==============================] - 0s 16ms/step >45, 348/693, d1=0.493, d2=0.468 g=1.582 2/2 [==============================] - 0s 17ms/step >45, 349/693, d1=0.525, d2=0.444 g=1.527 2/2 [==============================] - 0s 17ms/step >45, 350/693, d1=0.532, d2=0.503 g=1.445 2/2 [==============================] - 0s 17ms/step >45, 351/693, d1=0.457, d2=0.404 g=1.671 2/2 [==============================] - 0s 17ms/step >45, 352/693, d1=0.425, d2=0.410 g=1.460 2/2 [==============================] - 0s 17ms/step >45, 353/693, d1=0.589, d2=0.468 g=1.476 2/2 [==============================] - 0s 17ms/step >45, 354/693, d1=0.408, d2=0.569 g=1.477 2/2 [==============================] - 0s 18ms/step >45, 355/693, d1=0.579, d2=0.357 g=1.434 2/2 [==============================] - 0s 17ms/step >45, 356/693, d1=0.548, d2=0.496 g=1.468 2/2 [==============================] - 0s 18ms/step >45, 357/693, d1=0.569, d2=0.486 g=1.416 2/2 [==============================] - 0s 17ms/step >45, 358/693, d1=0.496, d2=0.560 g=1.351 2/2 [==============================] - 0s 18ms/step >45, 359/693, d1=0.452, d2=0.557 g=1.490 2/2 [==============================] - 0s 18ms/step >45, 360/693, d1=0.507, d2=0.467 g=1.603 2/2 [==============================] - 0s 17ms/step >45, 361/693, d1=0.447, d2=0.457 g=1.837 2/2 [==============================] - 0s 17ms/step >45, 362/693, d1=0.646, d2=0.362 g=1.594 2/2 [==============================] - 0s 18ms/step >45, 363/693, d1=0.583, d2=0.512 g=1.398 2/2 [==============================] - 0s 17ms/step >45, 364/693, d1=0.576, d2=0.470 g=1.565 2/2 [==============================] - 0s 17ms/step >45, 365/693, d1=0.531, d2=0.429 g=1.432 2/2 [==============================] - 0s 18ms/step >45, 366/693, d1=0.474, d2=0.472 g=1.598 2/2 [==============================] - 0s 20ms/step >45, 367/693, d1=0.448, d2=0.428 g=1.525 2/2 [==============================] - 0s 17ms/step >45, 368/693, d1=0.435, d2=0.454 g=1.543 2/2 [==============================] - 0s 17ms/step >45, 369/693, d1=0.471, d2=0.417 g=1.621 2/2 [==============================] - 0s 19ms/step >45, 370/693, d1=0.488, d2=0.442 g=1.729 2/2 [==============================] - 0s 16ms/step >45, 371/693, d1=0.432, d2=0.344 g=1.661 2/2 [==============================] - 0s 17ms/step >45, 372/693, d1=0.473, d2=0.405 g=1.649 2/2 [==============================] - 0s 18ms/step >45, 373/693, d1=0.442, d2=0.395 g=1.480 2/2 [==============================] - 0s 16ms/step >45, 374/693, d1=0.514, d2=0.348 g=1.472 2/2 [==============================] - 0s 17ms/step >45, 375/693, d1=0.493, d2=0.404 g=1.390 2/2 [==============================] - 0s 18ms/step >45, 376/693, d1=0.496, d2=0.543 g=1.404 2/2 [==============================] - 0s 17ms/step >45, 377/693, d1=0.459, d2=0.393 g=1.724 2/2 [==============================] - 0s 17ms/step >45, 378/693, d1=0.427, d2=0.489 g=1.715 2/2 [==============================] - 0s 16ms/step >45, 379/693, d1=0.525, d2=0.450 g=1.658 2/2 [==============================] - 0s 18ms/step >45, 380/693, d1=0.410, d2=0.372 g=1.674 2/2 [==============================] - 0s 17ms/step >45, 381/693, d1=0.361, d2=0.553 g=1.615 2/2 [==============================] - 0s 17ms/step >45, 382/693, d1=0.556, d2=0.450 g=1.588 2/2 [==============================] - 0s 17ms/step >45, 383/693, d1=0.526, d2=0.526 g=1.584 2/2 [==============================] - 0s 17ms/step >45, 384/693, d1=0.445, d2=0.482 g=1.669 2/2 [==============================] - 0s 17ms/step >45, 385/693, d1=0.635, d2=0.430 g=1.697 2/2 [==============================] - 0s 17ms/step >45, 386/693, d1=0.566, d2=0.598 g=1.540 2/2 [==============================] - 0s 16ms/step >45, 387/693, d1=0.420, d2=0.408 g=1.801 2/2 [==============================] - 0s 18ms/step >45, 388/693, d1=0.591, d2=0.571 g=1.366 2/2 [==============================] - 0s 17ms/step >45, 389/693, d1=0.486, d2=0.473 g=1.637 2/2 [==============================] - 0s 18ms/step >45, 390/693, d1=0.437, d2=0.366 g=1.588 2/2 [==============================] - 0s 17ms/step >45, 391/693, d1=0.504, d2=0.435 g=1.426 2/2 [==============================] - 0s 18ms/step >45, 392/693, d1=0.510, d2=0.422 g=1.441 2/2 [==============================] - 0s 17ms/step >45, 393/693, d1=0.381, d2=0.523 g=1.634 2/2 [==============================] - 0s 17ms/step >45, 394/693, d1=0.593, d2=0.394 g=1.469 2/2 [==============================] - 0s 17ms/step >45, 395/693, d1=0.430, d2=0.513 g=1.508 2/2 [==============================] - 0s 18ms/step >45, 396/693, d1=0.545, d2=0.498 g=1.560 2/2 [==============================] - 0s 18ms/step >45, 397/693, d1=0.540, d2=0.539 g=1.602 2/2 [==============================] - 0s 16ms/step >45, 398/693, d1=0.493, d2=0.454 g=1.592 2/2 [==============================] - 0s 19ms/step >45, 399/693, d1=0.522, d2=0.366 g=1.533 2/2 [==============================] - 0s 19ms/step >45, 400/693, d1=0.480, d2=0.514 g=1.482 2/2 [==============================] - 0s 19ms/step >45, 401/693, d1=0.480, d2=0.406 g=1.663 2/2 [==============================] - 0s 17ms/step >45, 402/693, d1=0.449, d2=0.437 g=1.473 2/2 [==============================] - 0s 16ms/step >45, 403/693, d1=0.492, d2=0.501 g=1.448 2/2 [==============================] - 0s 17ms/step >45, 404/693, d1=0.515, d2=0.471 g=1.381 2/2 [==============================] - 0s 18ms/step >45, 405/693, d1=0.549, d2=0.439 g=1.488 2/2 [==============================] - 0s 18ms/step >45, 406/693, d1=0.472, d2=0.458 g=1.443 2/2 [==============================] - 0s 17ms/step >45, 407/693, d1=0.600, d2=0.457 g=1.498 2/2 [==============================] - 0s 17ms/step >45, 408/693, d1=0.415, d2=0.557 g=1.649 2/2 [==============================] - 0s 17ms/step >45, 409/693, d1=0.501, d2=0.456 g=1.593 2/2 [==============================] - 0s 18ms/step >45, 410/693, d1=0.575, d2=0.461 g=1.438 2/2 [==============================] - 0s 17ms/step >45, 411/693, d1=0.473, d2=0.457 g=1.512 2/2 [==============================] - 0s 17ms/step >45, 412/693, d1=0.518, d2=0.505 g=1.481 2/2 [==============================] - 0s 19ms/step >45, 413/693, d1=0.542, d2=0.511 g=1.464 2/2 [==============================] - 0s 17ms/step >45, 414/693, d1=0.426, d2=0.392 g=1.717 2/2 [==============================] - 0s 17ms/step >45, 415/693, d1=0.625, d2=0.462 g=1.607 2/2 [==============================] - 0s 17ms/step >45, 416/693, d1=0.525, d2=0.533 g=1.413 2/2 [==============================] - 0s 17ms/step >45, 417/693, d1=0.404, d2=0.465 g=1.708 2/2 [==============================] - 0s 18ms/step >45, 418/693, d1=0.615, d2=0.436 g=1.706 2/2 [==============================] - 0s 16ms/step >45, 419/693, d1=0.549, d2=0.527 g=1.772 2/2 [==============================] - 0s 17ms/step >45, 420/693, d1=0.611, d2=0.457 g=1.580 2/2 [==============================] - 0s 17ms/step >45, 421/693, d1=0.501, d2=0.366 g=1.635 2/2 [==============================] - 0s 17ms/step >45, 422/693, d1=0.477, d2=0.547 g=1.587 2/2 [==============================] - 0s 19ms/step >45, 423/693, d1=0.499, d2=0.451 g=1.738 2/2 [==============================] - 0s 17ms/step >45, 424/693, d1=0.433, d2=0.445 g=1.663 2/2 [==============================] - 0s 18ms/step >45, 425/693, d1=0.633, d2=0.449 g=1.490 2/2 [==============================] - 0s 18ms/step >45, 426/693, d1=0.485, d2=0.458 g=1.493 2/2 [==============================] - 0s 17ms/step >45, 427/693, d1=0.449, d2=0.540 g=1.433 2/2 [==============================] - 0s 17ms/step >45, 428/693, d1=0.609, d2=0.546 g=1.618 2/2 [==============================] - 0s 17ms/step >45, 429/693, d1=0.398, d2=0.399 g=1.655 2/2 [==============================] - 0s 18ms/step >45, 430/693, d1=0.384, d2=0.377 g=1.709 2/2 [==============================] - 0s 16ms/step >45, 431/693, d1=0.581, d2=0.420 g=1.417 2/2 [==============================] - 0s 16ms/step >45, 432/693, d1=0.600, d2=0.563 g=1.634 2/2 [==============================] - 0s 17ms/step >45, 433/693, d1=0.501, d2=0.426 g=1.571 2/2 [==============================] - 0s 18ms/step >45, 434/693, d1=0.450, d2=0.499 g=1.694 2/2 [==============================] - 0s 17ms/step >45, 435/693, d1=0.507, d2=0.545 g=1.549 2/2 [==============================] - 0s 17ms/step >45, 436/693, d1=0.489, d2=0.473 g=1.562 2/2 [==============================] - 0s 18ms/step >45, 437/693, d1=0.547, d2=0.598 g=1.527 2/2 [==============================] - 0s 17ms/step >45, 438/693, d1=0.363, d2=0.492 g=1.647 2/2 [==============================] - 0s 17ms/step >45, 439/693, d1=0.703, d2=0.721 g=1.500 2/2 [==============================] - 0s 17ms/step >45, 440/693, d1=0.558, d2=0.429 g=1.529 2/2 [==============================] - 0s 20ms/step >45, 441/693, d1=0.548, d2=0.404 g=1.509 2/2 [==============================] - 0s 19ms/step >45, 442/693, d1=0.525, d2=0.444 g=1.680 2/2 [==============================] - 0s 17ms/step >45, 443/693, d1=0.362, d2=0.476 g=1.472 2/2 [==============================] - 0s 18ms/step >45, 444/693, d1=0.484, d2=0.440 g=1.654 2/2 [==============================] - 0s 17ms/step >45, 445/693, d1=0.691, d2=0.379 g=1.626 2/2 [==============================] - 0s 18ms/step >45, 446/693, d1=0.602, d2=0.483 g=1.464 2/2 [==============================] - 0s 17ms/step >45, 447/693, d1=0.420, d2=0.412 g=1.533 2/2 [==============================] - 0s 17ms/step >45, 448/693, d1=0.352, d2=0.592 g=1.504 2/2 [==============================] - 0s 20ms/step >45, 449/693, d1=0.479, d2=0.407 g=1.528 2/2 [==============================] - 0s 20ms/step >45, 450/693, d1=0.816, d2=0.432 g=1.518 2/2 [==============================] - 0s 20ms/step >45, 451/693, d1=0.477, d2=0.512 g=1.470 2/2 [==============================] - 0s 21ms/step >45, 452/693, d1=0.467, d2=0.459 g=1.401 2/2 [==============================] - 0s 17ms/step >45, 453/693, d1=0.485, d2=0.464 g=1.685 2/2 [==============================] - 0s 18ms/step >45, 454/693, d1=0.532, d2=0.443 g=1.643 2/2 [==============================] - 0s 17ms/step >45, 455/693, d1=0.444, d2=0.486 g=1.655 2/2 [==============================] - 0s 18ms/step >45, 456/693, d1=0.640, d2=0.597 g=1.405 2/2 [==============================] - 0s 17ms/step >45, 457/693, d1=0.473, d2=0.449 g=1.497 2/2 [==============================] - 0s 18ms/step >45, 458/693, d1=0.475, d2=0.542 g=1.614 2/2 [==============================] - 0s 17ms/step >45, 459/693, d1=0.432, d2=0.340 g=1.835 2/2 [==============================] - 0s 16ms/step >45, 460/693, d1=0.632, d2=0.447 g=1.449 2/2 [==============================] - 0s 18ms/step >45, 461/693, d1=0.515, d2=0.435 g=1.574 2/2 [==============================] - 0s 18ms/step >45, 462/693, d1=0.588, d2=0.512 g=1.504 2/2 [==============================] - 0s 17ms/step >45, 463/693, d1=0.451, d2=0.429 g=1.663 2/2 [==============================] - 0s 16ms/step >45, 464/693, d1=0.574, d2=0.470 g=1.507 2/2 [==============================] - 0s 19ms/step >45, 465/693, d1=0.533, d2=0.459 g=1.724 2/2 [==============================] - 0s 17ms/step >45, 466/693, d1=0.527, d2=0.510 g=1.492 2/2 [==============================] - 0s 17ms/step >45, 467/693, d1=0.481, d2=0.521 g=1.518 2/2 [==============================] - 0s 16ms/step >45, 468/693, d1=0.552, d2=0.452 g=1.440 2/2 [==============================] - 0s 17ms/step >45, 469/693, d1=0.526, d2=0.573 g=1.397 2/2 [==============================] - 0s 17ms/step >45, 470/693, d1=0.488, d2=0.552 g=1.489 2/2 [==============================] - 0s 17ms/step >45, 471/693, d1=0.515, d2=0.411 g=1.558 2/2 [==============================] - 0s 18ms/step >45, 472/693, d1=0.602, d2=0.406 g=1.654 2/2 [==============================] - 0s 18ms/step >45, 473/693, d1=0.504, d2=0.585 g=1.596 2/2 [==============================] - 0s 18ms/step >45, 474/693, d1=0.411, d2=0.492 g=1.786 2/2 [==============================] - 0s 19ms/step >45, 475/693, d1=0.627, d2=0.422 g=1.622 2/2 [==============================] - 0s 19ms/step >45, 476/693, d1=0.484, d2=0.370 g=1.780 2/2 [==============================] - 0s 18ms/step >45, 477/693, d1=0.414, d2=0.385 g=1.646 2/2 [==============================] - 0s 18ms/step >45, 478/693, d1=0.465, d2=0.453 g=1.579 2/2 [==============================] - 0s 19ms/step >45, 479/693, d1=0.579, d2=0.479 g=1.595 2/2 [==============================] - 0s 16ms/step >45, 480/693, d1=0.473, d2=0.466 g=1.503 2/2 [==============================] - 0s 18ms/step >45, 481/693, d1=0.443, d2=0.433 g=1.681 2/2 [==============================] - 0s 19ms/step >45, 482/693, d1=0.559, d2=0.480 g=1.634 2/2 [==============================] - 0s 18ms/step >45, 483/693, d1=0.632, d2=0.461 g=1.613 2/2 [==============================] - 0s 17ms/step >45, 484/693, d1=0.498, d2=0.480 g=1.611 2/2 [==============================] - 0s 18ms/step >45, 485/693, d1=0.576, d2=0.408 g=1.454 2/2 [==============================] - 0s 18ms/step >45, 486/693, d1=0.384, d2=0.468 g=1.564 2/2 [==============================] - 0s 18ms/step >45, 487/693, d1=0.467, d2=0.478 g=1.465 2/2 [==============================] - 0s 18ms/step >45, 488/693, d1=0.536, d2=0.515 g=1.594 2/2 [==============================] - 0s 17ms/step >45, 489/693, d1=0.519, d2=0.456 g=1.510 2/2 [==============================] - 0s 18ms/step >45, 490/693, d1=0.489, d2=0.489 g=1.573 2/2 [==============================] - 0s 17ms/step >45, 491/693, d1=0.575, d2=0.478 g=1.458 2/2 [==============================] - 0s 16ms/step >45, 492/693, d1=0.559, d2=0.460 g=1.471 2/2 [==============================] - 0s 17ms/step >45, 493/693, d1=0.419, d2=0.487 g=1.537 2/2 [==============================] - 0s 16ms/step >45, 494/693, d1=0.403, d2=0.430 g=1.549 2/2 [==============================] - 0s 17ms/step >45, 495/693, d1=0.598, d2=0.365 g=1.522 2/2 [==============================] - 0s 16ms/step >45, 496/693, d1=0.452, d2=0.373 g=1.550 2/2 [==============================] - 0s 17ms/step >45, 497/693, d1=0.472, d2=0.637 g=1.530 2/2 [==============================] - 0s 17ms/step >45, 498/693, d1=0.485, d2=0.419 g=1.713 2/2 [==============================] - 0s 17ms/step >45, 499/693, d1=0.594, d2=0.401 g=1.364 2/2 [==============================] - 0s 16ms/step >45, 500/693, d1=0.413, d2=0.432 g=1.438 2/2 [==============================] - 0s 18ms/step >45, 501/693, d1=0.373, d2=0.545 g=1.366 2/2 [==============================] - 0s 17ms/step >45, 502/693, d1=0.565, d2=0.390 g=1.718 2/2 [==============================] - 0s 17ms/step >45, 503/693, d1=0.514, d2=0.406 g=1.653 2/2 [==============================] - 0s 17ms/step >45, 504/693, d1=0.563, d2=0.427 g=1.347 2/2 [==============================] - 0s 16ms/step >45, 505/693, d1=0.390, d2=0.421 g=1.510 2/2 [==============================] - 0s 18ms/step >45, 506/693, d1=0.462, d2=0.456 g=1.375 2/2 [==============================] - 0s 16ms/step >45, 507/693, d1=0.488, d2=0.449 g=1.597 2/2 [==============================] - 0s 17ms/step >45, 508/693, d1=0.508, d2=0.524 g=1.589 2/2 [==============================] - 0s 18ms/step >45, 509/693, d1=0.579, d2=0.398 g=1.583 2/2 [==============================] - 0s 17ms/step >45, 510/693, d1=0.512, d2=0.364 g=1.513 2/2 [==============================] - 0s 18ms/step >45, 511/693, d1=0.373, d2=0.509 g=1.545 2/2 [==============================] - 0s 17ms/step >45, 512/693, d1=0.485, d2=0.521 g=1.606 2/2 [==============================] - 0s 18ms/step >45, 513/693, d1=0.643, d2=0.377 g=1.639 2/2 [==============================] - 0s 18ms/step >45, 514/693, d1=0.510, d2=0.502 g=1.537 2/2 [==============================] - 0s 16ms/step >45, 515/693, d1=0.500, d2=0.478 g=1.448 2/2 [==============================] - 0s 18ms/step >45, 516/693, d1=0.480, d2=0.481 g=1.489 2/2 [==============================] - 0s 18ms/step >45, 517/693, d1=0.494, d2=0.580 g=1.451 2/2 [==============================] - 0s 17ms/step >45, 518/693, d1=0.536, d2=0.415 g=1.689 2/2 [==============================] - 0s 18ms/step >45, 519/693, d1=0.487, d2=0.401 g=1.531 2/2 [==============================] - 0s 18ms/step >45, 520/693, d1=0.554, d2=0.412 g=1.583 2/2 [==============================] - 0s 18ms/step >45, 521/693, d1=0.431, d2=0.430 g=1.632 2/2 [==============================] - 0s 18ms/step >45, 522/693, d1=0.363, d2=0.565 g=1.495 2/2 [==============================] - 0s 16ms/step >45, 523/693, d1=0.516, d2=0.504 g=1.834 2/2 [==============================] - 0s 19ms/step >45, 524/693, d1=0.512, d2=0.343 g=1.807 2/2 [==============================] - 0s 18ms/step >45, 525/693, d1=0.551, d2=0.328 g=1.519 2/2 [==============================] - 0s 18ms/step >45, 526/693, d1=0.501, d2=0.469 g=1.628 2/2 [==============================] - 0s 16ms/step >45, 527/693, d1=0.458, d2=0.486 g=1.459 2/2 [==============================] - 0s 18ms/step >45, 528/693, d1=0.452, d2=0.397 g=1.620 2/2 [==============================] - 0s 18ms/step >45, 529/693, d1=0.536, d2=0.404 g=1.676 2/2 [==============================] - 0s 17ms/step >45, 530/693, d1=0.550, d2=0.452 g=1.464 2/2 [==============================] - 0s 17ms/step >45, 531/693, d1=0.503, d2=0.577 g=1.429 2/2 [==============================] - 0s 17ms/step >45, 532/693, d1=0.391, d2=0.465 g=1.655 2/2 [==============================] - 0s 17ms/step >45, 533/693, d1=0.421, d2=0.447 g=1.683 2/2 [==============================] - 0s 17ms/step >45, 534/693, d1=0.553, d2=0.462 g=1.715 2/2 [==============================] - 0s 17ms/step >45, 535/693, d1=0.550, d2=0.442 g=1.556 2/2 [==============================] - 0s 17ms/step >45, 536/693, d1=0.580, d2=0.349 g=1.608 2/2 [==============================] - 0s 17ms/step >45, 537/693, d1=0.463, d2=0.467 g=1.424 2/2 [==============================] - 0s 17ms/step >45, 538/693, d1=0.508, d2=0.444 g=1.427 2/2 [==============================] - 0s 16ms/step >45, 539/693, d1=0.509, d2=0.484 g=1.401 2/2 [==============================] - 0s 17ms/step >45, 540/693, d1=0.500, d2=0.444 g=1.394 2/2 [==============================] - 0s 17ms/step >45, 541/693, d1=0.570, d2=0.468 g=1.524 2/2 [==============================] - 0s 19ms/step >45, 542/693, d1=0.466, d2=0.528 g=1.484 2/2 [==============================] - 0s 16ms/step >45, 543/693, d1=0.394, d2=0.454 g=1.548 2/2 [==============================] - 0s 17ms/step >45, 544/693, d1=0.488, d2=0.470 g=1.638 2/2 [==============================] - 0s 18ms/step >45, 545/693, d1=0.467, d2=0.441 g=1.619 2/2 [==============================] - 0s 18ms/step >45, 546/693, d1=0.557, d2=0.368 g=1.410 2/2 [==============================] - 0s 17ms/step >45, 547/693, d1=0.557, d2=0.492 g=1.465 2/2 [==============================] - 0s 17ms/step >45, 548/693, d1=0.380, d2=0.529 g=1.515 2/2 [==============================] - 0s 16ms/step >45, 549/693, d1=0.514, d2=0.414 g=1.520 2/2 [==============================] - 0s 18ms/step >45, 550/693, d1=0.619, d2=0.493 g=1.390 2/2 [==============================] - 0s 17ms/step >45, 551/693, d1=0.370, d2=0.523 g=1.526 2/2 [==============================] - 0s 18ms/step >45, 552/693, d1=0.406, d2=0.508 g=1.523 2/2 [==============================] - 0s 17ms/step >45, 553/693, d1=0.467, d2=0.454 g=1.788 2/2 [==============================] - 0s 17ms/step >45, 554/693, d1=0.478, d2=0.391 g=1.689 2/2 [==============================] - 0s 18ms/step >45, 555/693, d1=0.649, d2=0.406 g=1.467 2/2 [==============================] - 0s 17ms/step >45, 556/693, d1=0.368, d2=0.403 g=1.485 2/2 [==============================] - 0s 17ms/step >45, 557/693, d1=0.520, d2=0.415 g=1.519 2/2 [==============================] - 0s 17ms/step >45, 558/693, d1=0.418, d2=0.413 g=1.552 2/2 [==============================] - 0s 18ms/step >45, 559/693, d1=0.466, d2=0.416 g=1.511 2/2 [==============================] - 0s 17ms/step >45, 560/693, d1=0.457, d2=0.451 g=1.578 2/2 [==============================] - 0s 17ms/step >45, 561/693, d1=0.439, d2=0.453 g=1.568 2/2 [==============================] - 0s 19ms/step >45, 562/693, d1=0.455, d2=0.478 g=1.511 2/2 [==============================] - 0s 18ms/step >45, 563/693, d1=0.623, d2=0.388 g=1.525 2/2 [==============================] - 0s 17ms/step >45, 564/693, d1=0.528, d2=0.552 g=1.487 2/2 [==============================] - 0s 17ms/step >45, 565/693, d1=0.505, d2=0.393 g=1.692 2/2 [==============================] - 0s 16ms/step >45, 566/693, d1=0.419, d2=0.422 g=1.533 2/2 [==============================] - 0s 16ms/step >45, 567/693, d1=0.480, d2=0.405 g=1.438 2/2 [==============================] - 0s 17ms/step >45, 568/693, d1=0.396, d2=0.709 g=1.772 2/2 [==============================] - 0s 17ms/step >45, 569/693, d1=0.514, d2=0.330 g=1.736 2/2 [==============================] - 0s 17ms/step >45, 570/693, d1=0.457, d2=0.367 g=1.729 2/2 [==============================] - 0s 19ms/step >45, 571/693, d1=0.399, d2=0.345 g=1.864 2/2 [==============================] - 0s 17ms/step >45, 572/693, d1=0.478, d2=0.484 g=1.538 2/2 [==============================] - 0s 17ms/step >45, 573/693, d1=0.334, d2=0.681 g=1.969 2/2 [==============================] - 0s 16ms/step >45, 574/693, d1=0.656, d2=0.290 g=1.792 2/2 [==============================] - 0s 16ms/step >45, 575/693, d1=0.406, d2=0.430 g=1.800 2/2 [==============================] - 0s 17ms/step >45, 576/693, d1=0.501, d2=0.350 g=1.871 2/2 [==============================] - 0s 17ms/step >45, 577/693, d1=0.460, d2=0.391 g=1.605 2/2 [==============================] - 0s 16ms/step >45, 578/693, d1=0.385, d2=0.489 g=1.789 2/2 [==============================] - 0s 18ms/step >45, 579/693, d1=0.416, d2=0.359 g=1.920 2/2 [==============================] - 0s 17ms/step >45, 580/693, d1=0.623, d2=0.343 g=1.438 2/2 [==============================] - 0s 17ms/step >45, 581/693, d1=0.592, d2=0.495 g=1.542 2/2 [==============================] - 0s 17ms/step >45, 582/693, d1=0.460, d2=0.476 g=1.382 2/2 [==============================] - 0s 18ms/step >45, 583/693, d1=0.429, d2=0.552 g=1.631 2/2 [==============================] - 0s 18ms/step >45, 584/693, d1=0.432, d2=0.450 g=1.583 2/2 [==============================] - 0s 18ms/step >45, 585/693, d1=0.541, d2=0.383 g=1.585 2/2 [==============================] - 0s 16ms/step >45, 586/693, d1=0.468, d2=0.427 g=1.395 2/2 [==============================] - 0s 20ms/step >45, 587/693, d1=0.505, d2=0.415 g=1.706 2/2 [==============================] - 0s 17ms/step >45, 588/693, d1=0.474, d2=0.515 g=1.477 2/2 [==============================] - 0s 18ms/step >45, 589/693, d1=0.502, d2=0.453 g=1.409 2/2 [==============================] - 0s 17ms/step >45, 590/693, d1=0.500, d2=0.643 g=1.631 2/2 [==============================] - 0s 17ms/step >45, 591/693, d1=0.475, d2=0.364 g=1.623 2/2 [==============================] - 0s 18ms/step >45, 592/693, d1=0.466, d2=0.448 g=1.472 2/2 [==============================] - 0s 19ms/step >45, 593/693, d1=0.466, d2=0.472 g=1.496 2/2 [==============================] - 0s 18ms/step >45, 594/693, d1=0.578, d2=0.437 g=1.723 2/2 [==============================] - 0s 18ms/step >45, 595/693, d1=0.537, d2=0.401 g=1.465 2/2 [==============================] - 0s 17ms/step >45, 596/693, d1=0.470, d2=0.449 g=1.562 2/2 [==============================] - 0s 16ms/step >45, 597/693, d1=0.417, d2=0.445 g=1.454 2/2 [==============================] - 0s 16ms/step >45, 598/693, d1=0.445, d2=0.528 g=1.665 2/2 [==============================] - 0s 16ms/step >45, 599/693, d1=0.546, d2=0.473 g=1.486 2/2 [==============================] - 0s 16ms/step >45, 600/693, d1=0.705, d2=0.489 g=1.373 2/2 [==============================] - 0s 17ms/step >45, 601/693, d1=0.502, d2=0.660 g=1.628 2/2 [==============================] - 0s 18ms/step >45, 602/693, d1=0.457, d2=0.403 g=1.525 2/2 [==============================] - 0s 17ms/step >45, 603/693, d1=0.613, d2=0.425 g=1.457 2/2 [==============================] - 0s 18ms/step >45, 604/693, d1=0.463, d2=0.492 g=1.568 2/2 [==============================] - 0s 18ms/step >45, 605/693, d1=0.582, d2=0.413 g=1.479 2/2 [==============================] - 0s 17ms/step >45, 606/693, d1=0.428, d2=0.483 g=1.446 2/2 [==============================] - 0s 17ms/step >45, 607/693, d1=0.457, d2=0.436 g=1.404 2/2 [==============================] - 0s 16ms/step >45, 608/693, d1=0.478, d2=0.581 g=1.469 2/2 [==============================] - 0s 17ms/step >45, 609/693, d1=0.461, d2=0.479 g=1.544 2/2 [==============================] - 0s 17ms/step >45, 610/693, d1=0.474, d2=0.428 g=1.612 2/2 [==============================] - 0s 18ms/step >45, 611/693, d1=0.484, d2=0.418 g=1.478 2/2 [==============================] - 0s 17ms/step >45, 612/693, d1=0.566, d2=0.426 g=1.495 2/2 [==============================] - 0s 17ms/step >45, 613/693, d1=0.482, d2=0.435 g=1.528 2/2 [==============================] - 0s 17ms/step >45, 614/693, d1=0.524, d2=0.521 g=1.576 2/2 [==============================] - 0s 17ms/step >45, 615/693, d1=0.413, d2=0.508 g=1.631 2/2 [==============================] - 0s 16ms/step >45, 616/693, d1=0.495, d2=0.292 g=1.524 2/2 [==============================] - 0s 16ms/step >45, 617/693, d1=0.451, d2=0.455 g=1.608 2/2 [==============================] - 0s 17ms/step >45, 618/693, d1=0.529, d2=0.400 g=1.483 2/2 [==============================] - 0s 17ms/step >45, 619/693, d1=0.507, d2=0.546 g=1.396 2/2 [==============================] - 0s 17ms/step >45, 620/693, d1=0.413, d2=0.533 g=1.601 2/2 [==============================] - 0s 17ms/step >45, 621/693, d1=0.577, d2=0.374 g=1.463 2/2 [==============================] - 0s 18ms/step >45, 622/693, d1=0.612, d2=0.487 g=1.582 2/2 [==============================] - 0s 17ms/step >45, 623/693, d1=0.517, d2=0.578 g=1.748 2/2 [==============================] - 0s 16ms/step >45, 624/693, d1=0.421, d2=0.355 g=1.725 2/2 [==============================] - 0s 17ms/step >45, 625/693, d1=0.600, d2=0.450 g=1.639 2/2 [==============================] - 0s 18ms/step >45, 626/693, d1=0.427, d2=0.462 g=1.468 2/2 [==============================] - 0s 17ms/step >45, 627/693, d1=0.343, d2=0.487 g=1.628 2/2 [==============================] - 0s 18ms/step >45, 628/693, d1=0.493, d2=0.515 g=1.673 2/2 [==============================] - 0s 17ms/step >45, 629/693, d1=0.651, d2=0.432 g=1.586 2/2 [==============================] - 0s 17ms/step >45, 630/693, d1=0.507, d2=0.493 g=1.550 2/2 [==============================] - 0s 18ms/step >45, 631/693, d1=0.429, d2=0.344 g=1.510 2/2 [==============================] - 0s 16ms/step >45, 632/693, d1=0.631, d2=0.526 g=1.509 2/2 [==============================] - 0s 17ms/step >45, 633/693, d1=0.493, d2=0.438 g=1.454 2/2 [==============================] - 0s 17ms/step >45, 634/693, d1=0.437, d2=0.524 g=1.526 2/2 [==============================] - 0s 17ms/step >45, 635/693, d1=0.576, d2=0.527 g=1.623 2/2 [==============================] - 0s 16ms/step >45, 636/693, d1=0.594, d2=0.477 g=1.647 2/2 [==============================] - 0s 18ms/step >45, 637/693, d1=0.464, d2=0.531 g=1.496 2/2 [==============================] - 0s 17ms/step >45, 638/693, d1=0.560, d2=0.537 g=1.658 2/2 [==============================] - 0s 18ms/step >45, 639/693, d1=0.585, d2=0.478 g=1.533 2/2 [==============================] - 0s 17ms/step >45, 640/693, d1=0.440, d2=0.594 g=1.721 2/2 [==============================] - 0s 17ms/step >45, 641/693, d1=0.545, d2=0.451 g=1.692 2/2 [==============================] - 0s 17ms/step >45, 642/693, d1=0.634, d2=0.452 g=1.454 2/2 [==============================] - 0s 16ms/step >45, 643/693, d1=0.399, d2=0.489 g=1.640 2/2 [==============================] - 0s 17ms/step >45, 644/693, d1=0.444, d2=0.460 g=1.811 2/2 [==============================] - 0s 15ms/step >45, 645/693, d1=0.508, d2=0.297 g=1.651 2/2 [==============================] - 0s 17ms/step >45, 646/693, d1=0.512, d2=0.359 g=1.647 2/2 [==============================] - 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0s 17ms/step >46, 64/693, d1=0.583, d2=0.487 g=1.544 2/2 [==============================] - 0s 17ms/step >46, 65/693, d1=0.456, d2=0.437 g=1.452 2/2 [==============================] - 0s 18ms/step >46, 66/693, d1=0.595, d2=0.410 g=1.599 2/2 [==============================] - 0s 16ms/step >46, 67/693, d1=0.538, d2=0.508 g=1.436 2/2 [==============================] - 0s 16ms/step >46, 68/693, d1=0.431, d2=0.504 g=1.665 2/2 [==============================] - 0s 17ms/step >46, 69/693, d1=0.557, d2=0.453 g=1.598 2/2 [==============================] - 0s 17ms/step >46, 70/693, d1=0.564, d2=0.494 g=1.610 2/2 [==============================] - 0s 17ms/step >46, 71/693, d1=0.560, d2=0.476 g=1.633 2/2 [==============================] - 0s 18ms/step >46, 72/693, d1=0.643, d2=0.467 g=1.486 2/2 [==============================] - 0s 18ms/step >46, 73/693, d1=0.447, d2=0.455 g=1.585 2/2 [==============================] - 0s 18ms/step >46, 74/693, d1=0.595, d2=0.514 g=1.553 2/2 [==============================] - 0s 18ms/step >46, 75/693, d1=0.419, d2=0.441 g=1.571 2/2 [==============================] - 0s 17ms/step >46, 76/693, d1=0.411, d2=0.409 g=1.516 2/2 [==============================] - 0s 17ms/step >46, 77/693, d1=0.540, d2=0.392 g=1.491 2/2 [==============================] - 0s 17ms/step >46, 78/693, d1=0.363, d2=0.446 g=1.537 2/2 [==============================] - 0s 18ms/step >46, 79/693, d1=0.543, d2=0.465 g=1.671 2/2 [==============================] - 0s 18ms/step >46, 80/693, d1=0.490, d2=0.553 g=1.614 2/2 [==============================] - 0s 16ms/step >46, 81/693, d1=0.613, d2=0.497 g=1.576 2/2 [==============================] - 0s 17ms/step >46, 82/693, d1=0.515, d2=0.407 g=1.690 2/2 [==============================] - 0s 17ms/step >46, 83/693, d1=0.510, d2=0.492 g=1.540 2/2 [==============================] - 0s 16ms/step >46, 84/693, d1=0.490, d2=0.441 g=1.437 2/2 [==============================] - 0s 17ms/step >46, 85/693, d1=0.510, d2=0.563 g=1.458 2/2 [==============================] - 0s 17ms/step >46, 86/693, d1=0.511, d2=0.410 g=1.511 2/2 [==============================] - 0s 17ms/step >46, 87/693, d1=0.454, d2=0.521 g=1.497 2/2 [==============================] - 0s 17ms/step >46, 88/693, d1=0.488, d2=0.358 g=1.529 2/2 [==============================] - 0s 17ms/step >46, 89/693, d1=0.470, d2=0.453 g=1.541 2/2 [==============================] - 0s 17ms/step >46, 90/693, d1=0.546, d2=0.438 g=1.555 2/2 [==============================] - 0s 16ms/step >46, 91/693, d1=0.496, d2=0.510 g=1.616 2/2 [==============================] - 0s 16ms/step >46, 92/693, d1=0.496, d2=0.472 g=1.510 2/2 [==============================] - 0s 16ms/step >46, 93/693, d1=0.430, d2=0.457 g=1.556 2/2 [==============================] - 0s 17ms/step >46, 94/693, d1=0.671, d2=0.583 g=1.537 2/2 [==============================] - 0s 16ms/step >46, 95/693, d1=0.495, d2=0.564 g=1.615 2/2 [==============================] - 0s 18ms/step >46, 96/693, d1=0.554, d2=0.449 g=1.625 2/2 [==============================] - 0s 17ms/step >46, 97/693, d1=0.654, d2=0.460 g=1.494 2/2 [==============================] - 0s 18ms/step >46, 98/693, d1=0.493, d2=0.505 g=1.620 2/2 [==============================] - 0s 17ms/step >46, 99/693, d1=0.476, d2=0.347 g=1.641 2/2 [==============================] - 0s 18ms/step >46, 100/693, d1=0.400, d2=0.440 g=1.610 2/2 [==============================] - 0s 17ms/step >46, 101/693, d1=0.500, d2=0.413 g=1.610 2/2 [==============================] - 0s 17ms/step >46, 102/693, d1=0.542, d2=0.441 g=1.633 2/2 [==============================] - 0s 18ms/step >46, 103/693, d1=0.406, d2=0.492 g=1.700 2/2 [==============================] - 0s 16ms/step >46, 104/693, d1=0.417, d2=0.381 g=1.811 2/2 [==============================] - 0s 18ms/step >46, 105/693, d1=0.492, d2=0.467 g=1.664 2/2 [==============================] - 0s 16ms/step >46, 106/693, d1=0.613, d2=0.423 g=1.630 2/2 [==============================] - 0s 16ms/step >46, 107/693, d1=0.463, d2=0.391 g=1.553 2/2 [==============================] - 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0s 16ms/step >46, 449/693, d1=0.489, d2=0.384 g=1.582 2/2 [==============================] - 0s 18ms/step >46, 450/693, d1=0.509, d2=0.421 g=1.655 2/2 [==============================] - 0s 17ms/step >46, 451/693, d1=0.492, d2=0.460 g=1.824 2/2 [==============================] - 0s 17ms/step >46, 452/693, d1=0.610, d2=0.429 g=1.699 2/2 [==============================] - 0s 17ms/step >46, 453/693, d1=0.515, d2=0.371 g=1.565 2/2 [==============================] - 0s 17ms/step >46, 454/693, d1=0.449, d2=0.410 g=1.385 2/2 [==============================] - 0s 18ms/step >46, 455/693, d1=0.428, d2=0.493 g=1.403 2/2 [==============================] - 0s 18ms/step >46, 456/693, d1=0.361, d2=0.433 g=1.659 2/2 [==============================] - 0s 18ms/step >46, 457/693, d1=0.418, d2=0.436 g=1.691 2/2 [==============================] - 0s 18ms/step >46, 458/693, d1=0.568, d2=0.481 g=1.669 2/2 [==============================] - 0s 17ms/step >46, 459/693, d1=0.695, d2=0.331 g=1.460 2/2 [==============================] - 0s 16ms/step >46, 460/693, d1=0.358, d2=0.523 g=1.575 2/2 [==============================] - 0s 17ms/step >46, 461/693, d1=0.462, d2=0.528 g=1.524 2/2 [==============================] - 0s 16ms/step >46, 462/693, d1=0.485, d2=0.456 g=1.593 2/2 [==============================] - 0s 18ms/step >46, 463/693, d1=0.429, d2=0.457 g=1.732 2/2 [==============================] - 0s 18ms/step >46, 464/693, d1=0.501, d2=0.339 g=1.690 2/2 [==============================] - 0s 17ms/step >46, 465/693, d1=0.535, d2=0.451 g=1.649 2/2 [==============================] - 0s 17ms/step >46, 466/693, d1=0.552, d2=0.523 g=1.531 2/2 [==============================] - 0s 17ms/step >46, 467/693, d1=0.399, d2=0.405 g=1.473 2/2 [==============================] - 0s 17ms/step >46, 468/693, d1=0.429, d2=0.628 g=1.665 2/2 [==============================] - 0s 18ms/step >46, 469/693, d1=0.637, d2=0.357 g=1.724 2/2 [==============================] - 0s 17ms/step >46, 470/693, d1=0.594, d2=0.467 g=1.605 2/2 [==============================] - 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0s 17ms/step >48, 163/693, d1=0.513, d2=0.549 g=1.796 2/2 [==============================] - 0s 17ms/step >48, 164/693, d1=0.463, d2=0.406 g=1.665 2/2 [==============================] - 0s 17ms/step >48, 165/693, d1=0.514, d2=0.546 g=1.676 2/2 [==============================] - 0s 17ms/step >48, 166/693, d1=0.612, d2=0.452 g=1.770 2/2 [==============================] - 0s 17ms/step >48, 167/693, d1=0.506, d2=0.628 g=1.492 2/2 [==============================] - 0s 16ms/step >48, 168/693, d1=0.482, d2=0.612 g=1.719 2/2 [==============================] - 0s 16ms/step >48, 169/693, d1=0.500, d2=0.429 g=1.957 2/2 [==============================] - 0s 16ms/step >48, 170/693, d1=0.492, d2=0.313 g=1.720 2/2 [==============================] - 0s 16ms/step >48, 171/693, d1=0.544, d2=0.335 g=1.774 2/2 [==============================] - 0s 17ms/step >48, 172/693, d1=0.477, d2=0.406 g=1.601 2/2 [==============================] - 0s 16ms/step >48, 173/693, d1=0.395, d2=0.718 g=1.600 2/2 [==============================] - 0s 16ms/step >48, 174/693, d1=0.488, d2=0.410 g=1.728 2/2 [==============================] - 0s 17ms/step >48, 175/693, d1=0.455, d2=0.361 g=1.675 2/2 [==============================] - 0s 17ms/step >48, 176/693, d1=0.499, d2=0.425 g=1.524 2/2 [==============================] - 0s 16ms/step >48, 177/693, d1=0.473, d2=0.462 g=1.896 2/2 [==============================] - 0s 16ms/step >48, 178/693, d1=0.495, d2=0.530 g=1.552 2/2 [==============================] - 0s 17ms/step >48, 179/693, d1=0.530, d2=0.362 g=1.701 2/2 [==============================] - 0s 16ms/step >48, 180/693, d1=0.598, d2=0.502 g=1.812 2/2 [==============================] - 0s 16ms/step >48, 181/693, d1=0.513, d2=0.331 g=1.788 2/2 [==============================] - 0s 17ms/step >48, 182/693, d1=0.543, d2=0.589 g=1.763 2/2 [==============================] - 0s 17ms/step >48, 183/693, d1=0.387, d2=0.340 g=1.681 2/2 [==============================] - 0s 16ms/step >48, 184/693, d1=0.380, d2=0.386 g=1.595 2/2 [==============================] - 0s 17ms/step >48, 185/693, d1=0.375, d2=0.490 g=1.701 2/2 [==============================] - 0s 16ms/step >48, 186/693, d1=0.529, d2=0.355 g=1.739 2/2 [==============================] - 0s 17ms/step >48, 187/693, d1=0.389, d2=0.515 g=1.713 2/2 [==============================] - 0s 17ms/step >48, 188/693, d1=0.502, d2=0.456 g=1.790 2/2 [==============================] - 0s 16ms/step >48, 189/693, d1=0.548, d2=0.379 g=1.599 2/2 [==============================] - 0s 17ms/step >48, 190/693, d1=0.609, d2=0.364 g=1.533 2/2 [==============================] - 0s 16ms/step >48, 191/693, d1=0.372, d2=0.373 g=1.474 2/2 [==============================] - 0s 16ms/step >48, 192/693, d1=0.474, d2=0.530 g=1.743 2/2 [==============================] - 0s 16ms/step >48, 193/693, d1=0.433, d2=0.483 g=1.511 2/2 [==============================] - 0s 16ms/step >48, 194/693, d1=0.659, d2=0.447 g=1.697 2/2 [==============================] - 0s 17ms/step >48, 195/693, d1=0.589, d2=0.433 g=1.488 2/2 [==============================] - 0s 17ms/step >48, 196/693, d1=0.452, d2=0.425 g=1.619 2/2 [==============================] - 0s 16ms/step >48, 197/693, d1=0.372, d2=0.509 g=1.515 2/2 [==============================] - 0s 16ms/step >48, 198/693, d1=0.451, d2=0.550 g=1.735 2/2 [==============================] - 0s 18ms/step >48, 199/693, d1=0.584, d2=0.372 g=1.740 2/2 [==============================] - 0s 17ms/step >48, 200/693, d1=0.591, d2=0.530 g=1.621 2/2 [==============================] - 0s 17ms/step >48, 201/693, d1=0.516, d2=0.520 g=1.738 2/2 [==============================] - 0s 16ms/step >48, 202/693, d1=0.624, d2=0.424 g=1.598 2/2 [==============================] - 0s 17ms/step >48, 203/693, d1=0.550, d2=0.519 g=1.519 2/2 [==============================] - 0s 16ms/step >48, 204/693, d1=0.504, d2=0.443 g=1.492 2/2 [==============================] - 0s 17ms/step >48, 205/693, d1=0.517, d2=0.410 g=1.429 2/2 [==============================] - 0s 17ms/step >48, 206/693, d1=0.509, d2=0.462 g=1.515 2/2 [==============================] - 0s 17ms/step >48, 207/693, d1=0.371, d2=0.459 g=1.459 2/2 [==============================] - 0s 17ms/step >48, 208/693, d1=0.471, d2=0.397 g=1.668 2/2 [==============================] - 0s 17ms/step >48, 209/693, d1=0.411, d2=0.356 g=1.614 2/2 [==============================] - 0s 18ms/step >48, 210/693, d1=0.494, d2=0.444 g=1.761 2/2 [==============================] - 0s 16ms/step >48, 211/693, d1=0.418, d2=0.544 g=1.628 2/2 [==============================] - 0s 16ms/step >48, 212/693, d1=0.442, d2=0.442 g=1.745 2/2 [==============================] - 0s 16ms/step >48, 213/693, d1=0.631, d2=0.409 g=1.835 2/2 [==============================] - 0s 16ms/step >48, 214/693, d1=0.572, d2=0.552 g=1.610 2/2 [==============================] - 0s 16ms/step >48, 215/693, d1=0.460, d2=0.405 g=1.748 2/2 [==============================] - 0s 17ms/step >48, 216/693, d1=0.423, d2=0.396 g=1.766 2/2 [==============================] - 0s 16ms/step >48, 217/693, d1=0.431, d2=0.449 g=1.588 2/2 [==============================] - 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0s 17ms/step >48, 339/693, d1=0.471, d2=0.305 g=1.710 2/2 [==============================] - 0s 17ms/step >48, 340/693, d1=0.445, d2=0.436 g=1.749 2/2 [==============================] - 0s 16ms/step >48, 341/693, d1=0.550, d2=0.381 g=1.717 2/2 [==============================] - 0s 16ms/step >48, 342/693, d1=0.536, d2=0.448 g=1.587 2/2 [==============================] - 0s 17ms/step >48, 343/693, d1=0.395, d2=0.449 g=1.781 2/2 [==============================] - 0s 17ms/step >48, 344/693, d1=0.453, d2=0.483 g=1.815 2/2 [==============================] - 0s 16ms/step >48, 345/693, d1=0.419, d2=0.440 g=1.750 2/2 [==============================] - 0s 16ms/step >48, 346/693, d1=0.737, d2=0.369 g=1.645 2/2 [==============================] - 0s 16ms/step >48, 347/693, d1=0.584, d2=0.488 g=1.523 2/2 [==============================] - 0s 16ms/step >48, 348/693, d1=0.496, d2=0.433 g=1.656 2/2 [==============================] - 0s 17ms/step >48, 349/693, d1=0.362, d2=0.436 g=1.583 2/2 [==============================] - 0s 17ms/step >48, 350/693, d1=0.489, d2=0.347 g=1.649 2/2 [==============================] - 0s 17ms/step >48, 351/693, d1=0.483, d2=0.364 g=1.574 2/2 [==============================] - 0s 16ms/step >48, 352/693, d1=0.392, d2=0.439 g=1.630 2/2 [==============================] - 0s 16ms/step >48, 353/693, d1=0.408, d2=0.520 g=1.678 2/2 [==============================] - 0s 16ms/step >48, 354/693, d1=0.617, d2=0.431 g=1.762 2/2 [==============================] - 0s 17ms/step >48, 355/693, d1=0.572, d2=0.459 g=1.696 2/2 [==============================] - 0s 16ms/step >48, 356/693, d1=0.535, d2=0.517 g=1.455 2/2 [==============================] - 0s 16ms/step >48, 357/693, d1=0.431, d2=0.486 g=1.642 2/2 [==============================] - 0s 17ms/step >48, 358/693, d1=0.528, d2=0.540 g=1.673 2/2 [==============================] - 0s 17ms/step >48, 359/693, d1=0.563, d2=0.514 g=1.849 2/2 [==============================] - 0s 17ms/step >48, 360/693, d1=0.560, d2=0.463 g=1.632 2/2 [==============================] - 0s 17ms/step >48, 361/693, d1=0.383, d2=0.381 g=1.608 2/2 [==============================] - 0s 16ms/step >48, 362/693, d1=0.450, d2=0.528 g=1.486 2/2 [==============================] - 0s 17ms/step >48, 363/693, d1=0.464, d2=0.429 g=1.719 2/2 [==============================] - 0s 16ms/step >48, 364/693, d1=0.391, d2=0.460 g=1.861 2/2 [==============================] - 0s 17ms/step >48, 365/693, d1=0.496, d2=0.426 g=1.741 2/2 [==============================] - 0s 16ms/step >48, 366/693, d1=0.510, d2=0.377 g=1.727 2/2 [==============================] - 0s 17ms/step >48, 367/693, d1=0.457, d2=0.404 g=1.701 2/2 [==============================] - 0s 16ms/step >48, 368/693, d1=0.394, d2=0.529 g=1.689 2/2 [==============================] - 0s 16ms/step >48, 369/693, d1=0.492, d2=0.373 g=1.805 2/2 [==============================] - 0s 18ms/step >48, 370/693, d1=0.500, d2=0.377 g=1.819 2/2 [==============================] - 0s 17ms/step >48, 371/693, d1=0.586, d2=0.388 g=1.681 2/2 [==============================] - 0s 16ms/step >48, 372/693, d1=0.391, d2=0.404 g=1.604 2/2 [==============================] - 0s 17ms/step >48, 373/693, d1=0.369, d2=0.532 g=1.641 2/2 [==============================] - 0s 16ms/step >48, 374/693, d1=0.501, d2=0.430 g=1.634 2/2 [==============================] - 0s 16ms/step >48, 375/693, d1=0.547, d2=0.469 g=1.716 2/2 [==============================] - 0s 17ms/step >48, 376/693, d1=0.499, d2=0.442 g=1.765 2/2 [==============================] - 0s 18ms/step >48, 377/693, d1=0.575, d2=0.456 g=1.463 2/2 [==============================] - 0s 16ms/step >48, 378/693, d1=0.406, d2=0.442 g=1.590 2/2 [==============================] - 0s 18ms/step >48, 379/693, d1=0.370, d2=0.390 g=1.748 2/2 [==============================] - 0s 17ms/step >48, 380/693, d1=0.507, d2=0.422 g=1.748 2/2 [==============================] - 0s 16ms/step >48, 381/693, d1=0.544, d2=0.324 g=1.997 2/2 [==============================] - 0s 17ms/step >48, 382/693, d1=0.449, d2=0.471 g=1.706 2/2 [==============================] - 0s 16ms/step >48, 383/693, d1=0.430, d2=0.414 g=1.600 2/2 [==============================] - 0s 17ms/step >48, 384/693, d1=0.424, d2=0.398 g=1.668 2/2 [==============================] - 0s 17ms/step >48, 385/693, d1=0.470, d2=0.443 g=1.565 2/2 [==============================] - 0s 16ms/step >48, 386/693, d1=0.624, d2=0.425 g=1.640 2/2 [==============================] - 0s 17ms/step >48, 387/693, d1=0.541, d2=0.491 g=1.503 2/2 [==============================] - 0s 16ms/step >48, 388/693, d1=0.424, d2=0.453 g=1.534 2/2 [==============================] - 0s 17ms/step >48, 389/693, d1=0.355, d2=0.468 g=1.644 2/2 [==============================] - 0s 17ms/step >48, 390/693, d1=0.534, d2=0.500 g=1.993 2/2 [==============================] - 0s 17ms/step >48, 391/693, d1=0.557, d2=0.366 g=2.068 2/2 [==============================] - 0s 16ms/step >48, 392/693, d1=0.432, d2=0.317 g=1.776 2/2 [==============================] - 0s 16ms/step >48, 393/693, d1=0.536, d2=0.523 g=1.642 2/2 [==============================] - 0s 17ms/step >48, 394/693, d1=0.412, d2=0.559 g=1.620 2/2 [==============================] - 0s 16ms/step >48, 395/693, d1=0.410, d2=0.502 g=1.723 2/2 [==============================] - 0s 17ms/step >48, 396/693, d1=0.460, d2=0.340 g=1.672 2/2 [==============================] - 0s 17ms/step >48, 397/693, d1=0.418, d2=0.435 g=1.661 2/2 [==============================] - 0s 16ms/step >48, 398/693, d1=0.399, d2=0.450 g=1.947 2/2 [==============================] - 0s 17ms/step >48, 399/693, d1=0.481, d2=0.458 g=1.937 2/2 [==============================] - 0s 17ms/step >48, 400/693, d1=0.527, d2=0.320 g=1.680 2/2 [==============================] - 0s 16ms/step >48, 401/693, d1=0.486, d2=0.391 g=1.581 2/2 [==============================] - 0s 17ms/step >48, 402/693, d1=0.570, d2=0.450 g=1.675 2/2 [==============================] - 0s 17ms/step >48, 403/693, d1=0.392, d2=0.402 g=1.577 2/2 [==============================] - 0s 17ms/step >48, 404/693, d1=0.587, d2=0.411 g=1.469 2/2 [==============================] - 0s 17ms/step >48, 405/693, d1=0.550, d2=0.437 g=1.527 2/2 [==============================] - 0s 16ms/step >48, 406/693, d1=0.507, d2=0.520 g=1.639 2/2 [==============================] - 0s 17ms/step >48, 407/693, d1=0.390, d2=0.458 g=1.861 2/2 [==============================] - 0s 17ms/step >48, 408/693, d1=0.596, d2=0.399 g=1.608 2/2 [==============================] - 0s 17ms/step >48, 409/693, d1=0.331, d2=0.518 g=1.686 2/2 [==============================] - 0s 17ms/step >48, 410/693, d1=0.543, d2=0.401 g=1.607 2/2 [==============================] - 0s 17ms/step >48, 411/693, d1=0.472, d2=0.464 g=1.594 2/2 [==============================] - 0s 17ms/step >48, 412/693, d1=0.516, d2=0.404 g=1.466 2/2 [==============================] - 0s 16ms/step >48, 413/693, d1=0.450, d2=0.476 g=1.437 2/2 [==============================] - 0s 17ms/step >48, 414/693, d1=0.464, d2=0.503 g=1.486 2/2 [==============================] - 0s 17ms/step >48, 415/693, d1=0.510, d2=0.418 g=1.741 2/2 [==============================] - 0s 18ms/step >48, 416/693, d1=0.463, d2=0.507 g=1.532 2/2 [==============================] - 0s 16ms/step >48, 417/693, d1=0.524, d2=0.445 g=1.891 2/2 [==============================] - 0s 16ms/step >48, 418/693, d1=0.482, d2=0.409 g=1.727 2/2 [==============================] - 0s 16ms/step >48, 419/693, d1=0.624, d2=0.458 g=1.799 2/2 [==============================] - 0s 16ms/step >48, 420/693, d1=0.479, d2=0.400 g=1.728 2/2 [==============================] - 0s 17ms/step >48, 421/693, d1=0.413, d2=0.381 g=1.727 2/2 [==============================] - 0s 16ms/step >48, 422/693, d1=0.409, d2=0.439 g=1.704 2/2 [==============================] - 0s 17ms/step >48, 423/693, d1=0.456, d2=0.378 g=1.874 2/2 [==============================] - 0s 16ms/step >48, 424/693, d1=0.590, d2=0.427 g=1.771 2/2 [==============================] - 0s 16ms/step >48, 425/693, d1=0.510, d2=0.416 g=1.545 2/2 [==============================] - 0s 16ms/step >48, 426/693, d1=0.489, d2=0.502 g=1.629 2/2 [==============================] - 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0s 17ms/step >48, 526/693, d1=0.548, d2=0.417 g=1.687 2/2 [==============================] - 0s 16ms/step >48, 527/693, d1=0.578, d2=0.424 g=1.614 2/2 [==============================] - 0s 16ms/step >48, 528/693, d1=0.403, d2=0.431 g=1.840 2/2 [==============================] - 0s 17ms/step >48, 529/693, d1=0.557, d2=0.457 g=1.662 2/2 [==============================] - 0s 17ms/step >48, 530/693, d1=0.405, d2=0.601 g=1.899 2/2 [==============================] - 0s 16ms/step >48, 531/693, d1=0.581, d2=0.374 g=1.537 2/2 [==============================] - 0s 17ms/step >48, 532/693, d1=0.454, d2=0.388 g=1.631 2/2 [==============================] - 0s 16ms/step >48, 533/693, d1=0.481, d2=0.518 g=1.794 2/2 [==============================] - 0s 19ms/step >48, 534/693, d1=0.519, d2=0.427 g=1.721 2/2 [==============================] - 0s 16ms/step >48, 535/693, d1=0.507, d2=0.495 g=1.663 2/2 [==============================] - 0s 16ms/step >48, 536/693, d1=0.400, d2=0.517 g=1.741 2/2 [==============================] - 0s 16ms/step >48, 537/693, d1=0.531, d2=0.413 g=2.095 2/2 [==============================] - 0s 16ms/step >48, 538/693, d1=0.604, d2=0.337 g=1.698 2/2 [==============================] - 0s 16ms/step >48, 539/693, d1=0.399, d2=0.465 g=1.727 2/2 [==============================] - 0s 17ms/step >48, 540/693, d1=0.545, d2=0.438 g=1.452 2/2 [==============================] - 0s 17ms/step >48, 541/693, d1=0.390, d2=0.487 g=1.530 2/2 [==============================] - 0s 17ms/step >48, 542/693, d1=0.438, d2=0.422 g=1.776 2/2 [==============================] - 0s 16ms/step >48, 543/693, d1=0.425, d2=0.494 g=1.942 2/2 [==============================] - 0s 17ms/step >48, 544/693, d1=0.518, d2=0.435 g=1.681 2/2 [==============================] - 0s 16ms/step >48, 545/693, d1=0.522, d2=0.364 g=1.594 2/2 [==============================] - 0s 17ms/step >48, 546/693, d1=0.407, d2=0.533 g=1.683 2/2 [==============================] - 0s 16ms/step >48, 547/693, d1=0.598, d2=0.432 g=1.623 2/2 [==============================] - 0s 16ms/step >48, 548/693, d1=0.535, d2=0.519 g=1.508 2/2 [==============================] - 0s 16ms/step >48, 549/693, d1=0.420, d2=0.464 g=1.664 2/2 [==============================] - 0s 16ms/step >48, 550/693, d1=0.553, d2=0.434 g=1.738 2/2 [==============================] - 0s 17ms/step >48, 551/693, d1=0.562, d2=0.502 g=1.485 2/2 [==============================] - 0s 16ms/step >48, 552/693, d1=0.449, d2=0.514 g=1.580 2/2 [==============================] - 0s 16ms/step >48, 553/693, d1=0.478, d2=0.353 g=1.469 2/2 [==============================] - 0s 16ms/step >48, 554/693, d1=0.431, d2=0.442 g=1.523 2/2 [==============================] - 0s 16ms/step >48, 555/693, d1=0.574, d2=0.435 g=1.486 2/2 [==============================] - 0s 16ms/step >48, 556/693, d1=0.423, d2=0.437 g=1.647 2/2 [==============================] - 0s 16ms/step >48, 557/693, d1=0.516, d2=0.388 g=1.427 2/2 [==============================] - 0s 16ms/step >48, 558/693, d1=0.489, d2=0.453 g=1.538 2/2 [==============================] - 0s 16ms/step >48, 559/693, d1=0.433, d2=0.473 g=1.572 2/2 [==============================] - 0s 18ms/step >48, 560/693, d1=0.444, d2=0.436 g=1.808 2/2 [==============================] - 0s 17ms/step >48, 561/693, d1=0.592, d2=0.448 g=1.533 2/2 [==============================] - 0s 17ms/step >48, 562/693, d1=0.539, d2=0.411 g=1.531 2/2 [==============================] - 0s 17ms/step >48, 563/693, d1=0.407, d2=0.678 g=1.526 2/2 [==============================] - 0s 17ms/step >48, 564/693, d1=0.397, d2=0.519 g=1.769 2/2 [==============================] - 0s 16ms/step >48, 565/693, d1=0.565, d2=0.370 g=1.840 2/2 [==============================] - 0s 16ms/step >48, 566/693, d1=0.500, d2=0.375 g=1.543 2/2 [==============================] - 0s 16ms/step >48, 567/693, d1=0.510, d2=0.442 g=1.462 2/2 [==============================] - 0s 17ms/step >48, 568/693, d1=0.473, d2=0.441 g=1.738 2/2 [==============================] - 0s 16ms/step >48, 569/693, d1=0.494, d2=0.356 g=1.519 2/2 [==============================] - 0s 16ms/step >48, 570/693, d1=0.376, d2=0.419 g=1.845 2/2 [==============================] - 0s 17ms/step >48, 571/693, d1=0.362, d2=0.380 g=1.859 2/2 [==============================] - 0s 17ms/step >48, 572/693, d1=0.492, d2=0.310 g=1.791 2/2 [==============================] - 0s 17ms/step >48, 573/693, d1=0.520, d2=0.474 g=1.550 2/2 [==============================] - 0s 18ms/step >48, 574/693, d1=0.454, d2=0.500 g=1.772 2/2 [==============================] - 0s 16ms/step >48, 575/693, d1=0.474, d2=0.389 g=1.669 2/2 [==============================] - 0s 16ms/step >48, 576/693, d1=0.565, d2=0.444 g=1.502 2/2 [==============================] - 0s 16ms/step >48, 577/693, d1=0.488, d2=0.421 g=1.593 2/2 [==============================] - 0s 16ms/step >48, 578/693, d1=0.508, d2=0.481 g=1.639 2/2 [==============================] - 0s 17ms/step >48, 579/693, d1=0.639, d2=0.441 g=1.558 2/2 [==============================] - 0s 16ms/step >48, 580/693, d1=0.462, d2=0.686 g=1.624 2/2 [==============================] - 0s 16ms/step >48, 581/693, d1=0.414, d2=0.367 g=1.783 2/2 [==============================] - 0s 17ms/step >48, 582/693, d1=0.582, d2=0.364 g=1.698 2/2 [==============================] - 0s 17ms/step >48, 583/693, d1=0.486, d2=0.448 g=1.575 2/2 [==============================] - 0s 17ms/step >48, 584/693, d1=0.502, d2=0.470 g=1.786 2/2 [==============================] - 0s 18ms/step >48, 585/693, d1=0.488, d2=0.443 g=1.775 2/2 [==============================] - 0s 17ms/step >48, 586/693, d1=0.466, d2=0.484 g=1.902 2/2 [==============================] - 0s 17ms/step >48, 587/693, d1=0.466, d2=0.424 g=1.682 2/2 [==============================] - 0s 17ms/step >48, 588/693, d1=0.507, d2=0.323 g=1.518 2/2 [==============================] - 0s 16ms/step >48, 589/693, d1=0.486, d2=0.496 g=1.440 2/2 [==============================] - 0s 17ms/step >48, 590/693, d1=0.459, d2=0.456 g=1.611 2/2 [==============================] - 0s 16ms/step >48, 591/693, d1=0.435, d2=0.391 g=1.574 2/2 [==============================] - 0s 17ms/step >48, 592/693, d1=0.436, d2=0.403 g=1.744 2/2 [==============================] - 0s 16ms/step >48, 593/693, d1=0.469, d2=0.439 g=1.619 2/2 [==============================] - 0s 17ms/step >48, 594/693, d1=0.397, d2=0.391 g=1.749 2/2 [==============================] - 0s 16ms/step >48, 595/693, d1=0.478, d2=0.397 g=1.632 2/2 [==============================] - 0s 16ms/step >48, 596/693, d1=0.489, d2=0.419 g=1.605 2/2 [==============================] - 0s 17ms/step >48, 597/693, d1=0.468, d2=0.574 g=1.507 2/2 [==============================] - 0s 16ms/step >48, 598/693, d1=0.428, d2=0.351 g=1.663 2/2 [==============================] - 0s 17ms/step >48, 599/693, d1=0.436, d2=0.417 g=1.885 2/2 [==============================] - 0s 16ms/step >48, 600/693, d1=0.660, d2=0.357 g=1.630 2/2 [==============================] - 0s 17ms/step >48, 601/693, d1=0.392, d2=0.524 g=1.504 2/2 [==============================] - 0s 16ms/step >48, 602/693, d1=0.402, d2=0.488 g=1.630 2/2 [==============================] - 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0s 17ms/step >48, 636/693, d1=0.379, d2=0.367 g=1.686 2/2 [==============================] - 0s 18ms/step >48, 637/693, d1=0.392, d2=0.382 g=1.716 2/2 [==============================] - 0s 17ms/step >48, 638/693, d1=0.348, d2=0.306 g=1.652 2/2 [==============================] - 0s 16ms/step >48, 639/693, d1=0.535, d2=0.424 g=1.721 2/2 [==============================] - 0s 16ms/step >48, 640/693, d1=0.478, d2=0.405 g=1.627 2/2 [==============================] - 0s 16ms/step >48, 641/693, d1=0.429, d2=0.520 g=1.654 2/2 [==============================] - 0s 16ms/step >48, 642/693, d1=0.411, d2=0.416 g=1.758 2/2 [==============================] - 0s 18ms/step >48, 643/693, d1=0.481, d2=0.478 g=1.711 2/2 [==============================] - 0s 17ms/step >48, 644/693, d1=0.535, d2=0.424 g=1.706 2/2 [==============================] - 0s 18ms/step >48, 645/693, d1=0.471, d2=0.362 g=1.709 2/2 [==============================] - 0s 17ms/step >48, 646/693, d1=0.409, d2=0.500 g=1.740 2/2 [==============================] - 0s 16ms/step >48, 647/693, d1=0.441, d2=0.356 g=1.686 2/2 [==============================] - 0s 16ms/step >48, 648/693, d1=0.529, d2=0.414 g=1.536 2/2 [==============================] - 0s 16ms/step >48, 649/693, d1=0.514, d2=0.517 g=1.726 2/2 [==============================] - 0s 16ms/step >48, 650/693, d1=0.504, d2=0.379 g=1.640 2/2 [==============================] - 0s 17ms/step >48, 651/693, d1=0.500, d2=0.389 g=1.643 2/2 [==============================] - 0s 16ms/step >48, 652/693, d1=0.391, d2=0.455 g=1.773 2/2 [==============================] - 0s 17ms/step >48, 653/693, d1=0.469, d2=0.343 g=1.547 2/2 [==============================] - 0s 17ms/step >48, 654/693, d1=0.534, d2=0.433 g=1.501 2/2 [==============================] - 0s 17ms/step >48, 655/693, d1=0.457, d2=0.351 g=1.722 2/2 [==============================] - 0s 17ms/step >48, 656/693, d1=0.495, d2=0.440 g=1.576 2/2 [==============================] - 0s 17ms/step >48, 657/693, d1=0.477, d2=0.448 g=1.781 2/2 [==============================] - 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0s 16ms/step >49, 9/693, d1=0.437, d2=0.376 g=1.717 2/2 [==============================] - 0s 16ms/step >49, 10/693, d1=0.467, d2=0.309 g=1.597 2/2 [==============================] - 0s 17ms/step >49, 11/693, d1=0.455, d2=0.464 g=1.630 2/2 [==============================] - 0s 17ms/step >49, 12/693, d1=0.440, d2=0.407 g=1.699 2/2 [==============================] - 0s 17ms/step >49, 13/693, d1=0.489, d2=0.383 g=1.811 2/2 [==============================] - 0s 17ms/step >49, 14/693, d1=0.515, d2=0.389 g=1.642 2/2 [==============================] - 0s 17ms/step >49, 15/693, d1=0.444, d2=0.454 g=1.636 2/2 [==============================] - 0s 17ms/step >49, 16/693, d1=0.511, d2=0.370 g=1.790 2/2 [==============================] - 0s 17ms/step >49, 17/693, d1=0.470, d2=0.356 g=1.821 2/2 [==============================] - 0s 17ms/step >49, 18/693, d1=0.504, d2=0.462 g=1.631 2/2 [==============================] - 0s 16ms/step >49, 19/693, d1=0.458, d2=0.446 g=1.481 2/2 [==============================] - 0s 16ms/step >49, 20/693, d1=0.419, d2=0.435 g=1.467 2/2 [==============================] - 0s 16ms/step >49, 21/693, d1=0.445, d2=0.411 g=1.776 2/2 [==============================] - 0s 16ms/step >49, 22/693, d1=0.437, d2=0.438 g=1.633 2/2 [==============================] - 0s 16ms/step >49, 23/693, d1=0.582, d2=0.423 g=1.557 2/2 [==============================] - 0s 17ms/step >49, 24/693, d1=0.500, d2=0.497 g=1.434 2/2 [==============================] - 0s 17ms/step >49, 25/693, d1=0.468, d2=0.552 g=1.916 2/2 [==============================] - 0s 17ms/step >49, 26/693, d1=0.347, d2=0.346 g=1.998 2/2 [==============================] - 0s 17ms/step >49, 27/693, d1=0.529, d2=0.385 g=1.694 2/2 [==============================] - 0s 17ms/step >49, 28/693, d1=0.557, d2=0.402 g=1.608 2/2 [==============================] - 0s 17ms/step >49, 29/693, d1=0.484, d2=0.446 g=1.475 2/2 [==============================] - 0s 16ms/step >49, 30/693, d1=0.397, d2=0.479 g=1.679 2/2 [==============================] - 0s 17ms/step >49, 31/693, d1=0.521, d2=0.424 g=1.507 2/2 [==============================] - 0s 16ms/step >49, 32/693, d1=0.540, d2=0.381 g=1.628 2/2 [==============================] - 0s 16ms/step >49, 33/693, d1=0.432, d2=0.373 g=1.632 2/2 [==============================] - 0s 17ms/step >49, 34/693, d1=0.374, d2=0.472 g=1.662 2/2 [==============================] - 0s 16ms/step >49, 35/693, d1=0.409, d2=0.392 g=1.718 2/2 [==============================] - 0s 17ms/step >49, 36/693, d1=0.385, d2=0.388 g=1.702 2/2 [==============================] - 0s 16ms/step >49, 37/693, d1=0.582, d2=0.397 g=1.762 2/2 [==============================] - 0s 17ms/step >49, 38/693, d1=0.382, d2=0.511 g=1.727 2/2 [==============================] - 0s 16ms/step >49, 39/693, d1=0.518, d2=0.440 g=1.847 2/2 [==============================] - 0s 17ms/step >49, 40/693, d1=0.516, d2=0.500 g=1.701 2/2 [==============================] - 0s 17ms/step >49, 41/693, d1=0.580, d2=0.479 g=1.743 2/2 [==============================] - 0s 18ms/step >49, 42/693, d1=0.502, d2=0.298 g=1.743 2/2 [==============================] - 0s 16ms/step >49, 43/693, d1=0.503, d2=0.400 g=1.667 2/2 [==============================] - 0s 16ms/step >49, 44/693, d1=0.477, d2=0.472 g=1.635 2/2 [==============================] - 0s 17ms/step >49, 45/693, d1=0.469, d2=0.457 g=1.951 2/2 [==============================] - 0s 17ms/step >49, 46/693, d1=0.567, d2=0.412 g=1.851 2/2 [==============================] - 0s 17ms/step >49, 47/693, d1=0.451, d2=0.370 g=1.880 2/2 [==============================] - 0s 17ms/step >49, 48/693, d1=0.641, d2=0.532 g=1.691 2/2 [==============================] - 0s 17ms/step >49, 49/693, d1=0.401, d2=0.537 g=1.528 2/2 [==============================] - 0s 17ms/step >49, 50/693, d1=0.602, d2=0.465 g=1.844 2/2 [==============================] - 0s 16ms/step >49, 51/693, d1=0.465, d2=0.311 g=1.853 2/2 [==============================] - 0s 18ms/step >49, 52/693, d1=0.455, d2=0.402 g=1.726 2/2 [==============================] - 0s 16ms/step >49, 53/693, d1=0.380, d2=0.415 g=1.587 2/2 [==============================] - 0s 16ms/step >49, 54/693, d1=0.370, d2=0.612 g=1.836 2/2 [==============================] - 0s 17ms/step >49, 55/693, d1=0.328, d2=0.392 g=1.955 2/2 [==============================] - 0s 17ms/step >49, 56/693, d1=0.608, d2=0.337 g=1.874 2/2 [==============================] - 0s 17ms/step >49, 57/693, d1=0.572, d2=0.478 g=1.700 2/2 [==============================] - 0s 16ms/step >49, 58/693, d1=0.631, d2=0.493 g=1.617 2/2 [==============================] - 0s 17ms/step >49, 59/693, d1=0.529, d2=0.595 g=1.871 2/2 [==============================] - 0s 16ms/step >49, 60/693, d1=0.447, d2=0.390 g=1.785 2/2 [==============================] - 0s 17ms/step >49, 61/693, d1=0.413, d2=0.399 g=1.942 2/2 [==============================] - 0s 16ms/step >49, 62/693, d1=0.491, d2=0.416 g=1.763 2/2 [==============================] - 0s 17ms/step >49, 63/693, d1=0.460, d2=0.521 g=1.864 2/2 [==============================] - 0s 18ms/step >49, 64/693, d1=0.343, d2=0.458 g=1.851 2/2 [==============================] - 0s 18ms/step >49, 65/693, d1=0.492, d2=0.308 g=1.921 2/2 [==============================] - 0s 16ms/step >49, 66/693, d1=0.720, d2=0.420 g=1.589 2/2 [==============================] - 0s 16ms/step >49, 67/693, d1=0.510, d2=0.517 g=1.639 2/2 [==============================] - 0s 17ms/step >49, 68/693, d1=0.526, d2=0.453 g=1.512 2/2 [==============================] - 0s 17ms/step >49, 69/693, d1=0.436, d2=0.394 g=1.584 2/2 [==============================] - 0s 18ms/step >49, 70/693, d1=0.577, d2=0.525 g=1.579 2/2 [==============================] - 0s 16ms/step >49, 71/693, d1=0.574, d2=0.577 g=1.497 2/2 [==============================] - 0s 17ms/step >49, 72/693, d1=0.303, d2=0.459 g=1.845 2/2 [==============================] - 0s 16ms/step >49, 73/693, d1=0.578, d2=0.396 g=1.894 2/2 [==============================] - 0s 16ms/step >49, 74/693, d1=0.470, d2=0.321 g=1.516 2/2 [==============================] - 0s 16ms/step >49, 75/693, d1=0.472, d2=0.392 g=1.639 2/2 [==============================] - 0s 17ms/step >49, 76/693, d1=0.358, d2=0.412 g=1.764 2/2 [==============================] - 0s 16ms/step >49, 77/693, d1=0.537, d2=0.566 g=1.667 2/2 [==============================] - 0s 17ms/step >49, 78/693, d1=0.659, d2=0.424 g=1.700 2/2 [==============================] - 0s 16ms/step >49, 79/693, d1=0.477, d2=0.352 g=1.682 2/2 [==============================] - 0s 17ms/step >49, 80/693, d1=0.454, d2=0.485 g=1.690 2/2 [==============================] - 0s 16ms/step >49, 81/693, d1=0.377, d2=0.441 g=1.492 2/2 [==============================] - 0s 17ms/step >49, 82/693, d1=0.460, d2=0.537 g=1.818 2/2 [==============================] - 0s 17ms/step >49, 83/693, d1=0.498, d2=0.360 g=1.779 2/2 [==============================] - 0s 18ms/step >49, 84/693, d1=0.507, d2=0.435 g=1.734 2/2 [==============================] - 0s 16ms/step >49, 85/693, d1=0.628, d2=0.395 g=1.554 2/2 [==============================] - 0s 18ms/step >49, 86/693, d1=0.381, d2=0.461 g=1.549 2/2 [==============================] - 0s 16ms/step >49, 87/693, d1=0.549, d2=0.380 g=1.624 2/2 [==============================] - 0s 18ms/step >49, 88/693, d1=0.535, d2=0.432 g=1.532 2/2 [==============================] - 0s 16ms/step >49, 89/693, d1=0.429, d2=0.386 g=1.596 2/2 [==============================] - 0s 16ms/step >49, 90/693, d1=0.551, d2=0.424 g=1.660 2/2 [==============================] - 0s 17ms/step >49, 91/693, d1=0.383, d2=0.435 g=1.650 2/2 [==============================] - 0s 16ms/step >49, 92/693, d1=0.515, d2=0.406 g=1.439 2/2 [==============================] - 0s 16ms/step >49, 93/693, d1=0.402, d2=0.465 g=1.522 2/2 [==============================] - 0s 17ms/step >49, 94/693, d1=0.363, d2=0.396 g=1.662 2/2 [==============================] - 0s 16ms/step >49, 95/693, d1=0.537, d2=0.424 g=1.790 2/2 [==============================] - 0s 17ms/step >49, 96/693, d1=0.382, d2=0.432 g=1.756 2/2 [==============================] - 0s 17ms/step >49, 97/693, d1=0.390, d2=0.344 g=1.886 2/2 [==============================] - 0s 17ms/step >49, 98/693, d1=0.496, d2=0.386 g=1.761 2/2 [==============================] - 0s 17ms/step >49, 99/693, d1=0.593, d2=0.561 g=1.940 2/2 [==============================] - 0s 16ms/step >49, 100/693, d1=0.414, d2=0.485 g=1.978 2/2 [==============================] - 0s 18ms/step >49, 101/693, d1=0.617, d2=0.316 g=1.823 2/2 [==============================] - 0s 17ms/step >49, 102/693, d1=0.490, d2=0.389 g=1.584 2/2 [==============================] - 0s 16ms/step >49, 103/693, d1=0.543, d2=0.475 g=1.486 2/2 [==============================] - 0s 16ms/step >49, 104/693, d1=0.505, d2=0.449 g=1.443 2/2 [==============================] - 0s 16ms/step >49, 105/693, d1=0.284, d2=0.395 g=1.822 2/2 [==============================] - 0s 16ms/step >49, 106/693, d1=0.439, d2=0.353 g=1.842 2/2 [==============================] - 0s 17ms/step >49, 107/693, d1=0.505, d2=0.340 g=1.609 2/2 [==============================] - 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0s 17ms/step >49, 119/693, d1=0.349, d2=0.393 g=1.907 2/2 [==============================] - 0s 16ms/step >49, 120/693, d1=0.499, d2=0.289 g=1.779 2/2 [==============================] - 0s 16ms/step >49, 121/693, d1=0.430, d2=0.442 g=1.795 2/2 [==============================] - 0s 18ms/step >49, 122/693, d1=0.459, d2=0.389 g=1.631 2/2 [==============================] - 0s 16ms/step >49, 123/693, d1=0.371, d2=0.331 g=1.657 2/2 [==============================] - 0s 16ms/step >49, 124/693, d1=0.469, d2=0.445 g=1.744 2/2 [==============================] - 0s 16ms/step >49, 125/693, d1=0.526, d2=0.393 g=1.649 2/2 [==============================] - 0s 16ms/step >49, 126/693, d1=0.532, d2=0.428 g=1.755 2/2 [==============================] - 0s 17ms/step >49, 127/693, d1=0.445, d2=0.566 g=1.720 2/2 [==============================] - 0s 17ms/step >49, 128/693, d1=0.530, d2=0.454 g=1.546 2/2 [==============================] - 0s 17ms/step >49, 129/693, d1=0.630, d2=0.483 g=1.622 2/2 [==============================] - 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0s 18ms/step >49, 141/693, d1=0.572, d2=0.363 g=1.874 2/2 [==============================] - 0s 17ms/step >49, 142/693, d1=0.493, d2=0.412 g=1.704 2/2 [==============================] - 0s 17ms/step >49, 143/693, d1=0.466, d2=0.450 g=1.658 2/2 [==============================] - 0s 17ms/step >49, 144/693, d1=0.423, d2=0.469 g=1.841 2/2 [==============================] - 0s 17ms/step >49, 145/693, d1=0.362, d2=0.322 g=1.802 2/2 [==============================] - 0s 16ms/step >49, 146/693, d1=0.622, d2=0.337 g=1.607 2/2 [==============================] - 0s 17ms/step >49, 147/693, d1=0.458, d2=0.554 g=1.585 2/2 [==============================] - 0s 17ms/step >49, 148/693, d1=0.424, d2=0.504 g=1.589 2/2 [==============================] - 0s 16ms/step >49, 149/693, d1=0.379, d2=0.374 g=1.700 2/2 [==============================] - 0s 17ms/step >49, 150/693, d1=0.548, d2=0.429 g=1.640 2/2 [==============================] - 0s 17ms/step >49, 151/693, d1=0.668, d2=0.480 g=1.630 2/2 [==============================] - 0s 18ms/step >49, 152/693, d1=0.360, d2=0.434 g=1.654 2/2 [==============================] - 0s 17ms/step >49, 153/693, d1=0.540, d2=0.595 g=1.738 2/2 [==============================] - 0s 17ms/step >49, 154/693, d1=0.508, d2=0.352 g=1.563 2/2 [==============================] - 0s 17ms/step >49, 155/693, d1=0.602, d2=0.357 g=1.416 2/2 [==============================] - 0s 17ms/step >49, 156/693, d1=0.377, d2=0.606 g=1.898 2/2 [==============================] - 0s 17ms/step >49, 157/693, d1=0.430, d2=0.472 g=1.912 2/2 [==============================] - 0s 16ms/step >49, 158/693, d1=0.559, d2=0.392 g=1.760 2/2 [==============================] - 0s 17ms/step >49, 159/693, d1=0.394, d2=0.362 g=1.809 2/2 [==============================] - 0s 17ms/step >49, 160/693, d1=0.448, d2=0.446 g=1.602 2/2 [==============================] - 0s 17ms/step >49, 161/693, d1=0.312, d2=0.565 g=1.816 2/2 [==============================] - 0s 17ms/step >49, 162/693, d1=0.390, d2=0.496 g=2.109 2/2 [==============================] - 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0s 17ms/step >49, 207/693, d1=0.479, d2=0.406 g=1.894 2/2 [==============================] - 0s 16ms/step >49, 208/693, d1=0.680, d2=0.401 g=1.889 2/2 [==============================] - 0s 17ms/step >49, 209/693, d1=0.430, d2=0.446 g=1.706 2/2 [==============================] - 0s 15ms/step >49, 210/693, d1=0.466, d2=0.443 g=1.835 2/2 [==============================] - 0s 17ms/step >49, 211/693, d1=0.512, d2=0.457 g=1.609 2/2 [==============================] - 0s 16ms/step >49, 212/693, d1=0.534, d2=0.524 g=1.621 2/2 [==============================] - 0s 16ms/step >49, 213/693, d1=0.306, d2=0.471 g=1.737 2/2 [==============================] - 0s 17ms/step >49, 214/693, d1=0.499, d2=0.390 g=1.797 2/2 [==============================] - 0s 17ms/step >49, 215/693, d1=0.537, d2=0.351 g=1.769 2/2 [==============================] - 0s 16ms/step >49, 216/693, d1=0.496, d2=0.356 g=1.637 2/2 [==============================] - 0s 17ms/step >49, 217/693, d1=0.498, d2=0.393 g=1.746 2/2 [==============================] - 0s 16ms/step >49, 218/693, d1=0.533, d2=0.458 g=1.551 2/2 [==============================] - 0s 17ms/step >49, 219/693, d1=0.450, d2=0.538 g=1.476 2/2 [==============================] - 0s 16ms/step >49, 220/693, d1=0.455, d2=0.378 g=1.600 2/2 [==============================] - 0s 17ms/step >49, 221/693, d1=0.378, d2=0.402 g=1.768 2/2 [==============================] - 0s 17ms/step >49, 222/693, d1=0.523, d2=0.443 g=1.569 2/2 [==============================] - 0s 16ms/step >49, 223/693, d1=0.394, d2=0.411 g=1.642 2/2 [==============================] - 0s 17ms/step >49, 224/693, d1=0.401, d2=0.444 g=1.618 2/2 [==============================] - 0s 16ms/step >49, 225/693, d1=0.541, d2=0.399 g=1.650 2/2 [==============================] - 0s 17ms/step >49, 226/693, d1=0.502, d2=0.417 g=1.674 2/2 [==============================] - 0s 17ms/step >49, 227/693, d1=0.427, d2=0.489 g=1.638 2/2 [==============================] - 0s 16ms/step >49, 228/693, d1=0.522, d2=0.355 g=1.656 2/2 [==============================] - 0s 17ms/step >49, 229/693, d1=0.479, d2=0.342 g=1.600 2/2 [==============================] - 0s 16ms/step >49, 230/693, d1=0.525, d2=0.480 g=1.539 2/2 [==============================] - 0s 16ms/step >49, 231/693, d1=0.445, d2=0.520 g=1.790 2/2 [==============================] - 0s 16ms/step >49, 232/693, d1=0.460, d2=0.406 g=1.680 2/2 [==============================] - 0s 17ms/step >49, 233/693, d1=0.612, d2=0.355 g=1.731 2/2 [==============================] - 0s 17ms/step >49, 234/693, d1=0.484, d2=0.340 g=1.671 2/2 [==============================] - 0s 17ms/step >49, 235/693, d1=0.458, d2=0.443 g=1.574 2/2 [==============================] - 0s 16ms/step >49, 236/693, d1=0.445, d2=0.428 g=1.520 2/2 [==============================] - 0s 17ms/step >49, 237/693, d1=0.531, d2=0.362 g=1.545 2/2 [==============================] - 0s 17ms/step >49, 238/693, d1=0.358, d2=0.441 g=1.696 2/2 [==============================] - 0s 18ms/step >49, 239/693, d1=0.400, d2=0.452 g=1.579 2/2 [==============================] - 0s 16ms/step >49, 240/693, d1=0.519, d2=0.452 g=1.708 2/2 [==============================] - 0s 16ms/step >49, 241/693, d1=0.487, d2=0.366 g=1.574 2/2 [==============================] - 0s 17ms/step >49, 242/693, d1=0.540, d2=0.541 g=1.700 2/2 [==============================] - 0s 17ms/step >49, 243/693, d1=0.504, d2=0.521 g=1.822 2/2 [==============================] - 0s 16ms/step >49, 244/693, d1=0.565, d2=0.372 g=1.561 2/2 [==============================] - 0s 17ms/step >49, 245/693, d1=0.418, d2=0.427 g=1.635 2/2 [==============================] - 0s 16ms/step >49, 246/693, d1=0.423, d2=0.489 g=1.785 2/2 [==============================] - 0s 17ms/step >49, 247/693, d1=0.486, d2=0.378 g=1.763 2/2 [==============================] - 0s 17ms/step >49, 248/693, d1=0.536, d2=0.364 g=1.577 2/2 [==============================] - 0s 16ms/step >49, 249/693, d1=0.344, d2=0.346 g=1.733 2/2 [==============================] - 0s 17ms/step >49, 250/693, d1=0.451, d2=0.505 g=1.617 2/2 [==============================] - 0s 17ms/step >49, 251/693, d1=0.456, d2=0.473 g=1.623 2/2 [==============================] - 0s 16ms/step >49, 252/693, d1=0.332, d2=0.555 g=1.766 2/2 [==============================] - 0s 16ms/step >49, 253/693, d1=0.638, d2=0.360 g=1.732 2/2 [==============================] - 0s 16ms/step >49, 254/693, d1=0.654, d2=0.417 g=1.545 2/2 [==============================] - 0s 17ms/step >49, 255/693, d1=0.354, d2=0.482 g=1.603 2/2 [==============================] - 0s 18ms/step >49, 256/693, d1=0.379, d2=0.501 g=1.976 2/2 [==============================] - 0s 16ms/step >49, 257/693, d1=0.676, d2=0.320 g=1.518 2/2 [==============================] - 0s 18ms/step >49, 258/693, d1=0.506, d2=0.310 g=1.621 2/2 [==============================] - 0s 16ms/step >49, 259/693, d1=0.439, d2=0.395 g=1.549 2/2 [==============================] - 0s 16ms/step >49, 260/693, d1=0.338, d2=0.550 g=1.473 2/2 [==============================] - 0s 16ms/step >49, 261/693, d1=0.374, d2=0.397 g=1.706 2/2 [==============================] - 0s 17ms/step >49, 262/693, d1=0.420, d2=0.411 g=1.750 2/2 [==============================] - 0s 17ms/step >49, 263/693, d1=0.464, d2=0.367 g=1.652 2/2 [==============================] - 0s 17ms/step >49, 264/693, d1=0.509, d2=0.419 g=1.720 2/2 [==============================] - 0s 17ms/step >49, 265/693, d1=0.404, d2=0.421 g=1.681 2/2 [==============================] - 0s 17ms/step >49, 266/693, d1=0.514, d2=0.547 g=1.782 2/2 [==============================] - 0s 16ms/step >49, 267/693, d1=0.419, d2=0.352 g=1.894 2/2 [==============================] - 0s 16ms/step >49, 268/693, d1=0.537, d2=0.407 g=1.809 2/2 [==============================] - 0s 17ms/step >49, 269/693, d1=0.535, d2=0.509 g=1.785 2/2 [==============================] - 0s 16ms/step >49, 270/693, d1=0.393, d2=0.377 g=1.822 2/2 [==============================] - 0s 16ms/step >49, 271/693, d1=0.526, d2=0.357 g=1.605 2/2 [==============================] - 0s 17ms/step >49, 272/693, d1=0.365, d2=0.401 g=1.586 2/2 [==============================] - 0s 16ms/step >49, 273/693, d1=0.425, d2=0.432 g=1.568 2/2 [==============================] - 0s 16ms/step >49, 274/693, d1=0.502, d2=0.413 g=1.522 2/2 [==============================] - 0s 16ms/step >49, 275/693, d1=0.430, d2=0.447 g=1.507 2/2 [==============================] - 0s 17ms/step >49, 276/693, d1=0.580, d2=0.601 g=1.899 2/2 [==============================] - 0s 18ms/step >49, 277/693, d1=0.563, d2=0.412 g=1.710 2/2 [==============================] - 0s 17ms/step >49, 278/693, d1=0.459, d2=0.372 g=1.495 2/2 [==============================] - 0s 17ms/step >49, 279/693, d1=0.543, d2=0.644 g=1.589 2/2 [==============================] - 0s 17ms/step >49, 280/693, d1=0.501, d2=0.430 g=1.513 2/2 [==============================] - 0s 17ms/step >49, 281/693, d1=0.457, d2=0.449 g=1.671 2/2 [==============================] - 0s 17ms/step >49, 282/693, d1=0.532, d2=0.439 g=1.729 2/2 [==============================] - 0s 17ms/step >49, 283/693, d1=0.469, d2=0.508 g=1.529 2/2 [==============================] - 0s 16ms/step >49, 284/693, d1=0.435, d2=0.478 g=1.800 2/2 [==============================] - 0s 17ms/step >49, 285/693, d1=0.382, d2=0.417 g=1.846 2/2 [==============================] - 0s 16ms/step >49, 286/693, d1=0.531, d2=0.359 g=1.821 2/2 [==============================] - 0s 17ms/step >49, 287/693, d1=0.592, d2=0.388 g=1.730 2/2 [==============================] - 0s 17ms/step >49, 288/693, d1=0.422, d2=0.313 g=1.478 2/2 [==============================] - 0s 16ms/step >49, 289/693, d1=0.415, d2=0.463 g=1.544 2/2 [==============================] - 0s 17ms/step >49, 290/693, d1=0.443, d2=0.442 g=1.572 2/2 [==============================] - 0s 17ms/step >49, 291/693, d1=0.522, d2=0.422 g=1.670 2/2 [==============================] - 0s 16ms/step >49, 292/693, d1=0.373, d2=0.454 g=1.589 2/2 [==============================] - 0s 16ms/step >49, 293/693, d1=0.430, d2=0.539 g=1.548 2/2 [==============================] - 0s 17ms/step >49, 294/693, d1=0.597, d2=0.395 g=1.610 2/2 [==============================] - 0s 18ms/step >49, 295/693, d1=0.484, d2=0.456 g=1.550 2/2 [==============================] - 0s 17ms/step >49, 296/693, d1=0.561, d2=0.342 g=1.698 2/2 [==============================] - 0s 16ms/step >49, 297/693, d1=0.358, d2=0.660 g=1.830 2/2 [==============================] - 0s 16ms/step >49, 298/693, d1=0.458, d2=0.351 g=1.828 2/2 [==============================] - 0s 16ms/step >49, 299/693, d1=0.506, d2=0.463 g=1.667 2/2 [==============================] - 0s 16ms/step >49, 300/693, d1=0.488, d2=0.405 g=1.641 2/2 [==============================] - 0s 17ms/step >49, 301/693, d1=0.529, d2=0.497 g=1.543 2/2 [==============================] - 0s 17ms/step >49, 302/693, d1=0.417, d2=0.470 g=1.722 2/2 [==============================] - 0s 17ms/step >49, 303/693, d1=0.453, d2=0.541 g=1.724 2/2 [==============================] - 0s 18ms/step >49, 304/693, d1=0.452, d2=0.445 g=1.644 2/2 [==============================] - 0s 17ms/step >49, 305/693, d1=0.617, d2=0.385 g=1.523 2/2 [==============================] - 0s 16ms/step >49, 306/693, d1=0.496, d2=0.365 g=1.546 2/2 [==============================] - 0s 16ms/step >49, 307/693, d1=0.495, d2=0.398 g=1.675 2/2 [==============================] - 0s 16ms/step >49, 308/693, d1=0.550, d2=0.412 g=1.475 2/2 [==============================] - 0s 16ms/step >49, 309/693, d1=0.402, d2=0.471 g=1.574 2/2 [==============================] - 0s 16ms/step >49, 310/693, d1=0.393, d2=0.507 g=1.510 2/2 [==============================] - 0s 17ms/step >49, 311/693, d1=0.365, d2=0.445 g=1.838 2/2 [==============================] - 0s 16ms/step >49, 312/693, d1=0.675, d2=0.353 g=1.814 2/2 [==============================] - 0s 17ms/step >49, 313/693, d1=0.368, d2=0.497 g=1.774 2/2 [==============================] - 0s 16ms/step >49, 314/693, d1=0.556, d2=0.425 g=1.745 2/2 [==============================] - 0s 17ms/step >49, 315/693, d1=0.567, d2=0.482 g=1.992 2/2 [==============================] - 0s 17ms/step >49, 316/693, d1=0.699, d2=0.384 g=1.597 2/2 [==============================] - 0s 16ms/step >49, 317/693, d1=0.466, d2=0.409 g=1.555 2/2 [==============================] - 0s 17ms/step >49, 318/693, d1=0.312, d2=0.422 g=1.605 2/2 [==============================] - 0s 17ms/step >49, 319/693, d1=0.472, d2=0.465 g=1.947 2/2 [==============================] - 0s 15ms/step >49, 320/693, d1=0.692, d2=0.331 g=1.576 2/2 [==============================] - 0s 16ms/step >49, 321/693, d1=0.488, d2=0.530 g=1.555 2/2 [==============================] - 0s 16ms/step >49, 322/693, d1=0.393, d2=0.426 g=1.706 2/2 [==============================] - 0s 18ms/step >49, 323/693, d1=0.576, d2=0.440 g=1.529 2/2 [==============================] - 0s 17ms/step >49, 324/693, d1=0.642, d2=0.382 g=1.400 2/2 [==============================] - 0s 16ms/step >49, 325/693, d1=0.498, d2=0.623 g=1.447 2/2 [==============================] - 0s 17ms/step >49, 326/693, d1=0.466, d2=0.427 g=1.732 2/2 [==============================] - 0s 17ms/step >49, 327/693, d1=0.559, d2=0.346 g=1.853 2/2 [==============================] - 0s 18ms/step >49, 328/693, d1=0.475, d2=0.455 g=1.602 2/2 [==============================] - 0s 16ms/step >49, 329/693, d1=0.439, d2=0.418 g=1.766 2/2 [==============================] - 0s 18ms/step >49, 330/693, d1=0.528, d2=0.425 g=1.545 2/2 [==============================] - 0s 17ms/step >49, 331/693, d1=0.430, d2=0.551 g=1.664 2/2 [==============================] - 0s 16ms/step >49, 332/693, d1=0.513, d2=0.432 g=1.654 2/2 [==============================] - 0s 17ms/step >49, 333/693, d1=0.440, d2=0.480 g=1.734 2/2 [==============================] - 0s 17ms/step >49, 334/693, d1=0.453, d2=0.336 g=1.824 2/2 [==============================] - 0s 17ms/step >49, 335/693, d1=0.531, d2=0.457 g=1.633 2/2 [==============================] - 0s 16ms/step >49, 336/693, d1=0.428, d2=0.449 g=1.688 2/2 [==============================] - 0s 17ms/step >49, 337/693, d1=0.536, d2=0.477 g=1.781 2/2 [==============================] - 0s 16ms/step >49, 338/693, d1=0.505, d2=0.446 g=1.792 2/2 [==============================] - 0s 16ms/step >49, 339/693, d1=0.461, d2=0.380 g=1.651 2/2 [==============================] - 0s 16ms/step >49, 340/693, d1=0.539, d2=0.574 g=1.507 2/2 [==============================] - 0s 16ms/step >49, 341/693, d1=0.457, d2=0.413 g=1.613 2/2 [==============================] - 0s 16ms/step >49, 342/693, d1=0.483, d2=0.415 g=1.587 2/2 [==============================] - 0s 17ms/step >49, 343/693, d1=0.366, d2=0.428 g=1.633 2/2 [==============================] - 0s 17ms/step >49, 344/693, d1=0.562, d2=0.447 g=1.582 2/2 [==============================] - 0s 16ms/step >49, 345/693, d1=0.447, d2=0.584 g=1.491 2/2 [==============================] - 0s 17ms/step >49, 346/693, d1=0.562, d2=0.387 g=1.719 2/2 [==============================] - 0s 17ms/step >49, 347/693, d1=0.547, d2=0.465 g=1.611 2/2 [==============================] - 0s 16ms/step >49, 348/693, d1=0.498, d2=0.426 g=1.571 2/2 [==============================] - 0s 17ms/step >49, 349/693, d1=0.560, d2=0.561 g=1.560 2/2 [==============================] - 0s 16ms/step >49, 350/693, d1=0.387, d2=0.456 g=1.543 2/2 [==============================] - 0s 16ms/step >49, 351/693, d1=0.413, d2=0.367 g=1.686 2/2 [==============================] - 0s 16ms/step >49, 352/693, d1=0.454, d2=0.446 g=1.612 2/2 [==============================] - 0s 16ms/step >49, 353/693, d1=0.441, d2=0.377 g=1.610 2/2 [==============================] - 0s 16ms/step >49, 354/693, d1=0.531, d2=0.485 g=1.647 2/2 [==============================] - 0s 17ms/step >49, 355/693, d1=0.377, d2=0.379 g=1.543 2/2 [==============================] - 0s 16ms/step >49, 356/693, d1=0.434, d2=0.512 g=1.706 2/2 [==============================] - 0s 17ms/step >49, 357/693, d1=0.519, d2=0.338 g=1.783 2/2 [==============================] - 0s 17ms/step >49, 358/693, d1=0.471, d2=0.387 g=1.750 2/2 [==============================] - 0s 16ms/step >49, 359/693, d1=0.416, d2=0.535 g=1.759 2/2 [==============================] - 0s 18ms/step >49, 360/693, d1=0.555, d2=0.369 g=1.809 2/2 [==============================] - 0s 17ms/step >49, 361/693, d1=0.486, d2=0.382 g=1.787 2/2 [==============================] - 0s 16ms/step >49, 362/693, d1=0.563, d2=0.409 g=1.727 2/2 [==============================] - 0s 17ms/step >49, 363/693, d1=0.376, d2=0.506 g=1.732 2/2 [==============================] - 0s 16ms/step >49, 364/693, d1=0.501, d2=0.438 g=1.598 2/2 [==============================] - 0s 17ms/step >49, 365/693, d1=0.499, d2=0.385 g=1.710 2/2 [==============================] - 0s 18ms/step >49, 366/693, d1=0.530, d2=0.375 g=1.688 2/2 [==============================] - 0s 16ms/step >49, 367/693, d1=0.411, d2=0.457 g=1.647 2/2 [==============================] - 0s 16ms/step >49, 368/693, d1=0.404, d2=0.553 g=1.711 2/2 [==============================] - 0s 17ms/step >49, 369/693, d1=0.591, d2=0.419 g=1.621 2/2 [==============================] - 0s 17ms/step >49, 370/693, d1=0.516, d2=0.451 g=1.678 2/2 [==============================] - 0s 17ms/step >49, 371/693, d1=0.473, d2=0.410 g=1.619 2/2 [==============================] - 0s 16ms/step >49, 372/693, d1=0.369, d2=0.403 g=1.575 2/2 [==============================] - 0s 17ms/step >49, 373/693, d1=0.435, d2=0.346 g=1.667 2/2 [==============================] - 0s 16ms/step >49, 374/693, d1=0.411, d2=0.387 g=1.714 2/2 [==============================] - 0s 17ms/step >49, 375/693, d1=0.424, d2=0.336 g=1.792 2/2 [==============================] - 0s 17ms/step >49, 376/693, d1=0.450, d2=0.416 g=1.542 2/2 [==============================] - 0s 16ms/step >49, 377/693, d1=0.434, d2=0.464 g=1.763 2/2 [==============================] - 0s 17ms/step >49, 378/693, d1=0.528, d2=0.358 g=1.605 2/2 [==============================] - 0s 17ms/step >49, 379/693, d1=0.428, d2=0.520 g=1.516 2/2 [==============================] - 0s 17ms/step >49, 380/693, d1=0.483, d2=0.435 g=1.823 2/2 [==============================] - 0s 16ms/step >49, 381/693, d1=0.470, d2=0.492 g=1.652 2/2 [==============================] - 0s 17ms/step >49, 382/693, d1=0.518, d2=0.419 g=1.670 2/2 [==============================] - 0s 16ms/step >49, 383/693, d1=0.419, d2=0.374 g=1.771 2/2 [==============================] - 0s 16ms/step >49, 384/693, d1=0.547, d2=0.473 g=1.782 2/2 [==============================] - 0s 17ms/step >49, 385/693, d1=0.415, d2=0.333 g=1.710 2/2 [==============================] - 0s 17ms/step >49, 386/693, d1=0.579, d2=0.443 g=1.658 2/2 [==============================] - 0s 14ms/step >49, 387/693, d1=0.425, d2=0.559 g=1.700 2/2 [==============================] - 0s 16ms/step >49, 388/693, d1=0.485, d2=0.310 g=1.628 2/2 [==============================] - 0s 16ms/step >49, 389/693, d1=0.416, d2=0.432 g=1.731 2/2 [==============================] - 0s 16ms/step >49, 390/693, d1=0.498, d2=0.392 g=1.684 2/2 [==============================] - 0s 17ms/step >49, 391/693, d1=0.412, d2=0.437 g=1.810 2/2 [==============================] - 0s 17ms/step >49, 392/693, d1=0.551, d2=0.395 g=1.746 2/2 [==============================] - 0s 17ms/step >49, 393/693, d1=0.461, d2=0.355 g=1.730 2/2 [==============================] - 0s 17ms/step >49, 394/693, d1=0.550, d2=0.430 g=1.728 2/2 [==============================] - 0s 16ms/step >49, 395/693, d1=0.477, d2=0.299 g=1.867 2/2 [==============================] - 0s 17ms/step >49, 396/693, d1=0.559, d2=0.479 g=1.566 2/2 [==============================] - 0s 16ms/step >49, 397/693, d1=0.329, d2=0.407 g=1.670 2/2 [==============================] - 0s 17ms/step >49, 398/693, d1=0.416, d2=0.527 g=1.856 2/2 [==============================] - 0s 17ms/step >49, 399/693, d1=0.441, d2=0.489 g=1.773 2/2 [==============================] - 0s 17ms/step >49, 400/693, d1=0.634, d2=0.478 g=1.672 2/2 [==============================] - 0s 17ms/step >49, 401/693, d1=0.509, d2=0.444 g=1.492 2/2 [==============================] - 0s 16ms/step >49, 402/693, d1=0.369, d2=0.512 g=1.758 2/2 [==============================] - 0s 17ms/step >49, 403/693, d1=0.551, d2=0.417 g=1.770 2/2 [==============================] - 0s 16ms/step >49, 404/693, d1=0.502, d2=0.355 g=1.609 2/2 [==============================] - 0s 17ms/step >49, 405/693, d1=0.485, d2=0.451 g=1.583 2/2 [==============================] - 0s 16ms/step >49, 406/693, d1=0.369, d2=0.365 g=1.633 2/2 [==============================] - 0s 16ms/step >49, 407/693, d1=0.543, d2=0.426 g=1.690 2/2 [==============================] - 0s 17ms/step >49, 408/693, d1=0.524, d2=0.364 g=1.725 2/2 [==============================] - 0s 17ms/step >49, 409/693, d1=0.544, d2=0.413 g=1.630 2/2 [==============================] - 0s 17ms/step >49, 410/693, d1=0.355, d2=0.363 g=1.570 2/2 [==============================] - 0s 16ms/step >49, 411/693, d1=0.348, d2=0.382 g=1.623 2/2 [==============================] - 0s 17ms/step >49, 412/693, d1=0.502, d2=0.409 g=1.734 2/2 [==============================] - 0s 17ms/step >49, 413/693, d1=0.368, d2=0.376 g=1.953 2/2 [==============================] - 0s 18ms/step >49, 414/693, d1=0.338, d2=0.432 g=1.949 2/2 [==============================] - 0s 16ms/step >49, 415/693, d1=0.408, d2=0.458 g=1.930 2/2 [==============================] - 0s 17ms/step >49, 416/693, d1=0.531, d2=0.285 g=1.623 2/2 [==============================] - 0s 17ms/step >49, 417/693, d1=0.519, d2=0.502 g=1.604 2/2 [==============================] - 0s 17ms/step >49, 418/693, d1=0.553, d2=0.393 g=1.538 2/2 [==============================] - 0s 16ms/step >49, 419/693, d1=0.381, d2=0.458 g=1.545 2/2 [==============================] - 0s 17ms/step >49, 420/693, d1=0.393, d2=0.472 g=1.597 2/2 [==============================] - 0s 17ms/step >49, 421/693, d1=0.609, d2=0.402 g=1.576 2/2 [==============================] - 0s 17ms/step >49, 422/693, d1=0.321, d2=0.481 g=1.666 2/2 [==============================] - 0s 16ms/step >49, 423/693, d1=0.467, d2=0.453 g=1.915 2/2 [==============================] - 0s 17ms/step >49, 424/693, d1=0.556, d2=0.417 g=1.836 2/2 [==============================] - 0s 17ms/step >49, 425/693, d1=0.573, d2=0.438 g=1.746 2/2 [==============================] - 0s 19ms/step >49, 426/693, d1=0.652, d2=0.361 g=1.680 2/2 [==============================] - 0s 16ms/step >49, 427/693, d1=0.442, d2=0.516 g=1.522 2/2 [==============================] - 0s 16ms/step >49, 428/693, d1=0.546, d2=0.440 g=1.669 2/2 [==============================] - 0s 17ms/step >49, 429/693, d1=0.472, d2=0.471 g=1.700 2/2 [==============================] - 0s 17ms/step >49, 430/693, d1=0.460, d2=0.424 g=1.733 2/2 [==============================] - 0s 17ms/step >49, 431/693, d1=0.426, d2=0.414 g=1.770 2/2 [==============================] - 0s 16ms/step >49, 432/693, d1=0.473, d2=0.423 g=1.911 2/2 [==============================] - 0s 17ms/step >49, 433/693, d1=0.579, d2=0.441 g=1.595 2/2 [==============================] - 0s 17ms/step >49, 434/693, d1=0.455, d2=0.446 g=1.611 2/2 [==============================] - 0s 17ms/step >49, 435/693, d1=0.451, d2=0.469 g=1.850 2/2 [==============================] - 0s 17ms/step >49, 436/693, d1=0.545, d2=0.337 g=1.629 2/2 [==============================] - 0s 17ms/step >49, 437/693, d1=0.540, d2=0.364 g=1.615 2/2 [==============================] - 0s 16ms/step >49, 438/693, d1=0.419, d2=0.328 g=1.796 2/2 [==============================] - 0s 17ms/step >49, 439/693, d1=0.329, d2=0.514 g=1.663 2/2 [==============================] - 0s 16ms/step >49, 440/693, d1=0.388, d2=0.470 g=1.866 2/2 [==============================] - 0s 18ms/step >49, 441/693, d1=0.672, d2=0.424 g=1.687 2/2 [==============================] - 0s 15ms/step >49, 442/693, d1=0.443, d2=0.407 g=1.650 2/2 [==============================] - 0s 16ms/step >49, 443/693, d1=0.559, d2=0.480 g=1.464 2/2 [==============================] - 0s 16ms/step >49, 444/693, d1=0.604, d2=0.424 g=1.531 2/2 [==============================] - 0s 17ms/step >49, 445/693, d1=0.468, d2=0.635 g=1.721 2/2 [==============================] - 0s 17ms/step >49, 446/693, d1=0.497, d2=0.451 g=1.744 2/2 [==============================] - 0s 16ms/step >49, 447/693, d1=0.408, d2=0.367 g=1.769 2/2 [==============================] - 0s 16ms/step >49, 448/693, d1=0.527, d2=0.615 g=1.769 2/2 [==============================] - 0s 16ms/step >49, 449/693, d1=0.585, d2=0.297 g=1.537 2/2 [==============================] - 0s 16ms/step >49, 450/693, d1=0.380, d2=0.415 g=1.782 2/2 [==============================] - 0s 15ms/step >49, 451/693, d1=0.362, d2=0.484 g=1.881 2/2 [==============================] - 0s 17ms/step >49, 452/693, d1=0.455, d2=0.433 g=1.791 2/2 [==============================] - 0s 17ms/step >49, 453/693, d1=0.457, d2=0.332 g=1.803 2/2 [==============================] - 0s 16ms/step >49, 454/693, d1=0.469, d2=0.416 g=1.832 2/2 [==============================] - 0s 17ms/step >49, 455/693, d1=0.581, d2=0.360 g=1.501 2/2 [==============================] - 0s 16ms/step >49, 456/693, d1=0.439, d2=0.362 g=1.576 2/2 [==============================] - 0s 17ms/step >49, 457/693, d1=0.343, d2=0.400 g=1.520 2/2 [==============================] - 0s 16ms/step >49, 458/693, d1=0.451, d2=0.479 g=1.759 2/2 [==============================] - 0s 17ms/step >49, 459/693, d1=0.404, d2=0.411 g=1.696 2/2 [==============================] - 0s 15ms/step >49, 460/693, d1=0.435, d2=0.489 g=1.597 2/2 [==============================] - 0s 17ms/step >49, 461/693, d1=0.499, d2=0.472 g=1.729 2/2 [==============================] - 0s 16ms/step >49, 462/693, d1=0.458, d2=0.548 g=1.818 2/2 [==============================] - 0s 16ms/step >49, 463/693, d1=0.542, d2=0.384 g=1.849 2/2 [==============================] - 0s 16ms/step >49, 464/693, d1=0.501, d2=0.337 g=1.694 2/2 [==============================] - 0s 16ms/step >49, 465/693, d1=0.423, d2=0.354 g=1.604 2/2 [==============================] - 0s 17ms/step >49, 466/693, d1=0.448, d2=0.453 g=1.603 2/2 [==============================] - 0s 18ms/step >49, 467/693, d1=0.396, d2=0.416 g=1.838 2/2 [==============================] - 0s 17ms/step >49, 468/693, d1=0.421, d2=0.453 g=1.810 2/2 [==============================] - 0s 17ms/step >49, 469/693, d1=0.442, d2=0.371 g=1.694 2/2 [==============================] - 0s 17ms/step >49, 470/693, d1=0.462, d2=0.376 g=1.504 2/2 [==============================] - 0s 16ms/step >49, 471/693, d1=0.344, d2=0.327 g=1.555 2/2 [==============================] - 0s 16ms/step >49, 472/693, d1=0.551, d2=0.654 g=1.477 2/2 [==============================] - 0s 17ms/step >49, 473/693, d1=0.534, d2=0.379 g=1.668 2/2 [==============================] - 0s 16ms/step >49, 474/693, d1=0.454, d2=0.523 g=1.537 2/2 [==============================] - 0s 17ms/step >49, 475/693, d1=0.455, d2=0.428 g=1.701 2/2 [==============================] - 0s 16ms/step >49, 476/693, d1=0.414, d2=0.541 g=1.821 2/2 [==============================] - 0s 16ms/step >49, 477/693, d1=0.425, d2=0.438 g=1.843 2/2 [==============================] - 0s 16ms/step >49, 478/693, d1=0.607, d2=0.345 g=1.877 2/2 [==============================] - 0s 16ms/step >49, 479/693, d1=0.521, d2=0.361 g=1.672 2/2 [==============================] - 0s 16ms/step >49, 480/693, d1=0.506, d2=0.567 g=1.559 2/2 [==============================] - 0s 16ms/step >49, 481/693, d1=0.435, d2=0.456 g=1.807 2/2 [==============================] - 0s 16ms/step >49, 482/693, d1=0.546, d2=0.494 g=1.662 2/2 [==============================] - 0s 16ms/step >49, 483/693, d1=0.502, d2=0.531 g=1.662 2/2 [==============================] - 0s 17ms/step >49, 484/693, d1=0.456, d2=0.416 g=1.791 2/2 [==============================] - 0s 16ms/step >49, 485/693, d1=0.426, d2=0.335 g=1.614 2/2 [==============================] - 0s 16ms/step >49, 486/693, d1=0.395, d2=0.413 g=1.591 2/2 [==============================] - 0s 17ms/step >49, 487/693, d1=0.541, d2=0.462 g=1.582 2/2 [==============================] - 0s 16ms/step >49, 488/693, d1=0.367, d2=0.528 g=1.791 2/2 [==============================] - 0s 17ms/step >49, 489/693, d1=0.447, d2=0.362 g=1.820 2/2 [==============================] - 0s 17ms/step >49, 490/693, d1=0.463, d2=0.373 g=1.719 2/2 [==============================] - 0s 16ms/step >49, 491/693, d1=0.638, d2=0.331 g=1.828 2/2 [==============================] - 0s 17ms/step >49, 492/693, d1=0.443, d2=0.379 g=1.686 2/2 [==============================] - 0s 16ms/step >49, 493/693, d1=0.460, d2=0.432 g=1.685 2/2 [==============================] - 0s 17ms/step >49, 494/693, d1=0.525, d2=0.458 g=1.812 2/2 [==============================] - 0s 17ms/step >49, 495/693, d1=0.469, d2=0.360 g=1.764 2/2 [==============================] - 0s 17ms/step >49, 496/693, d1=0.569, d2=0.494 g=1.492 2/2 [==============================] - 0s 18ms/step >49, 497/693, d1=0.263, d2=0.433 g=1.825 2/2 [==============================] - 0s 16ms/step >49, 498/693, d1=0.426, d2=0.316 g=1.561 2/2 [==============================] - 0s 18ms/step >49, 499/693, d1=0.522, d2=0.612 g=1.887 2/2 [==============================] - 0s 16ms/step >49, 500/693, d1=0.495, d2=0.341 g=1.864 2/2 [==============================] - 0s 16ms/step >49, 501/693, d1=0.621, d2=0.320 g=1.666 2/2 [==============================] - 0s 16ms/step >49, 502/693, d1=0.378, d2=0.491 g=1.595 2/2 [==============================] - 0s 17ms/step >49, 503/693, d1=0.372, d2=0.455 g=1.572 2/2 [==============================] - 0s 16ms/step >49, 504/693, d1=0.521, d2=0.432 g=1.748 2/2 [==============================] - 0s 18ms/step >49, 505/693, d1=0.566, d2=0.392 g=1.675 2/2 [==============================] - 0s 17ms/step >49, 506/693, d1=0.465, d2=0.331 g=1.624 2/2 [==============================] - 0s 17ms/step >49, 507/693, d1=0.366, d2=0.443 g=1.695 2/2 [==============================] - 0s 15ms/step >49, 508/693, d1=0.419, d2=0.452 g=1.730 2/2 [==============================] - 0s 16ms/step >49, 509/693, d1=0.420, d2=0.362 g=1.728 2/2 [==============================] - 0s 17ms/step >49, 510/693, d1=0.564, d2=0.369 g=1.611 2/2 [==============================] - 0s 17ms/step >49, 511/693, d1=0.356, d2=0.617 g=1.541 2/2 [==============================] - 0s 16ms/step >49, 512/693, d1=0.337, d2=0.436 g=1.889 2/2 [==============================] - 0s 16ms/step >49, 513/693, d1=0.472, d2=0.300 g=1.879 2/2 [==============================] - 0s 17ms/step >49, 514/693, d1=0.503, d2=0.329 g=1.662 2/2 [==============================] - 0s 17ms/step >49, 515/693, d1=0.415, d2=0.392 g=1.499 2/2 [==============================] - 0s 17ms/step >49, 516/693, d1=0.471, d2=0.424 g=1.745 2/2 [==============================] - 0s 16ms/step >49, 517/693, d1=0.385, d2=0.434 g=1.952 2/2 [==============================] - 0s 16ms/step >49, 518/693, d1=0.524, d2=0.487 g=1.712 2/2 [==============================] - 0s 16ms/step >49, 519/693, d1=0.457, d2=0.403 g=1.707 2/2 [==============================] - 0s 16ms/step >49, 520/693, d1=0.469, d2=0.325 g=1.782 2/2 [==============================] - 0s 17ms/step >49, 521/693, d1=0.463, d2=0.477 g=1.587 2/2 [==============================] - 0s 16ms/step >49, 522/693, d1=0.414, d2=0.345 g=1.840 2/2 [==============================] - 0s 17ms/step >49, 523/693, d1=0.421, d2=0.510 g=1.702 2/2 [==============================] - 0s 19ms/step >49, 524/693, d1=0.364, d2=0.387 g=1.787 2/2 [==============================] - 0s 17ms/step >49, 525/693, d1=0.538, d2=0.512 g=1.768 2/2 [==============================] - 0s 16ms/step >49, 526/693, d1=0.460, d2=0.359 g=1.753 2/2 [==============================] - 0s 16ms/step >49, 527/693, d1=0.530, d2=0.370 g=1.686 2/2 [==============================] - 0s 16ms/step >49, 528/693, d1=0.505, d2=0.523 g=1.602 2/2 [==============================] - 0s 17ms/step >49, 529/693, d1=0.458, d2=0.498 g=1.716 2/2 [==============================] - 0s 17ms/step >49, 530/693, d1=0.453, d2=0.366 g=1.924 2/2 [==============================] - 0s 17ms/step >49, 531/693, d1=0.480, d2=0.457 g=1.476 2/2 [==============================] - 0s 15ms/step >49, 532/693, d1=0.672, d2=0.453 g=1.751 2/2 [==============================] - 0s 17ms/step >49, 533/693, d1=0.547, d2=0.448 g=1.530 2/2 [==============================] - 0s 16ms/step >49, 534/693, d1=0.376, d2=0.425 g=1.618 2/2 [==============================] - 0s 17ms/step >49, 535/693, d1=0.299, d2=0.433 g=1.799 2/2 [==============================] - 0s 16ms/step >49, 536/693, d1=0.528, d2=0.539 g=1.552 2/2 [==============================] - 0s 17ms/step >49, 537/693, d1=0.506, d2=0.514 g=1.633 2/2 [==============================] - 0s 17ms/step >49, 538/693, d1=0.379, d2=0.402 g=1.855 2/2 [==============================] - 0s 16ms/step >49, 539/693, d1=0.454, d2=0.343 g=1.739 2/2 [==============================] - 0s 17ms/step >49, 540/693, d1=0.629, d2=0.365 g=1.605 2/2 [==============================] - 0s 17ms/step >49, 541/693, d1=0.343, d2=0.421 g=1.506 2/2 [==============================] - 0s 17ms/step >49, 542/693, d1=0.401, d2=0.385 g=1.747 2/2 [==============================] - 0s 16ms/step >49, 543/693, d1=0.437, d2=0.504 g=1.771 2/2 [==============================] - 0s 17ms/step >49, 544/693, d1=0.424, d2=0.328 g=1.950 2/2 [==============================] - 0s 17ms/step >49, 545/693, d1=0.529, d2=0.382 g=1.701 2/2 [==============================] - 0s 16ms/step >49, 546/693, d1=0.557, d2=0.400 g=1.570 2/2 [==============================] - 0s 16ms/step >49, 547/693, d1=0.335, d2=0.425 g=1.859 2/2 [==============================] - 0s 16ms/step >49, 548/693, d1=0.406, d2=0.335 g=1.808 2/2 [==============================] - 0s 16ms/step >49, 549/693, d1=0.484, d2=0.395 g=1.776 2/2 [==============================] - 0s 16ms/step >49, 550/693, d1=0.435, d2=0.390 g=1.839 2/2 [==============================] - 0s 17ms/step >49, 551/693, d1=0.534, d2=0.327 g=1.893 2/2 [==============================] - 0s 17ms/step >49, 552/693, d1=0.425, d2=0.369 g=1.690 2/2 [==============================] - 0s 17ms/step >49, 553/693, d1=0.454, d2=0.499 g=1.637 2/2 [==============================] - 0s 17ms/step >49, 554/693, d1=0.249, d2=0.418 g=1.866 2/2 [==============================] - 0s 16ms/step >49, 555/693, d1=0.500, d2=0.417 g=1.722 2/2 [==============================] - 0s 17ms/step >49, 556/693, d1=0.509, d2=0.365 g=1.634 2/2 [==============================] - 0s 17ms/step >49, 557/693, d1=0.492, d2=0.447 g=1.976 2/2 [==============================] - 0s 17ms/step >49, 558/693, d1=0.461, d2=0.396 g=1.691 2/2 [==============================] - 0s 16ms/step >49, 559/693, d1=0.482, d2=0.389 g=1.749 2/2 [==============================] - 0s 17ms/step >49, 560/693, d1=0.338, d2=0.455 g=1.805 2/2 [==============================] - 0s 19ms/step >49, 561/693, d1=0.416, d2=0.362 g=1.840 2/2 [==============================] - 0s 16ms/step >49, 562/693, d1=0.410, d2=0.428 g=2.293 2/2 [==============================] - 0s 17ms/step >49, 563/693, d1=0.554, d2=0.267 g=1.910 2/2 [==============================] - 0s 16ms/step >49, 564/693, d1=0.568, d2=0.306 g=2.015 2/2 [==============================] - 0s 17ms/step >49, 565/693, d1=0.354, d2=0.341 g=2.175 2/2 [==============================] - 0s 16ms/step >49, 566/693, d1=0.372, d2=0.239 g=1.936 2/2 [==============================] - 0s 16ms/step >49, 567/693, d1=0.243, d2=0.415 g=1.690 2/2 [==============================] - 0s 16ms/step >49, 568/693, d1=0.207, d2=0.647 g=1.843 2/2 [==============================] - 0s 16ms/step >49, 569/693, d1=0.517, d2=0.382 g=2.221 2/2 [==============================] - 0s 17ms/step >49, 570/693, d1=0.698, d2=0.276 g=1.823 2/2 [==============================] - 0s 17ms/step >49, 571/693, d1=0.516, d2=0.315 g=1.870 2/2 [==============================] - 0s 16ms/step >49, 572/693, d1=0.397, d2=0.308 g=2.040 2/2 [==============================] - 0s 17ms/step >49, 573/693, d1=0.381, d2=0.408 g=1.789 2/2 [==============================] - 0s 16ms/step >49, 574/693, d1=0.420, d2=0.554 g=1.981 2/2 [==============================] - 0s 16ms/step >49, 575/693, d1=0.624, d2=0.379 g=2.122 2/2 [==============================] - 0s 17ms/step >49, 576/693, d1=0.497, d2=0.347 g=1.879 2/2 [==============================] - 0s 17ms/step >49, 577/693, d1=0.320, d2=0.472 g=1.887 2/2 [==============================] - 0s 18ms/step >49, 578/693, d1=0.460, d2=0.467 g=1.864 2/2 [==============================] - 0s 17ms/step >49, 579/693, d1=0.463, d2=0.426 g=1.896 2/2 [==============================] - 0s 16ms/step >49, 580/693, d1=0.508, d2=0.483 g=1.889 2/2 [==============================] - 0s 17ms/step >49, 581/693, d1=0.421, d2=0.375 g=1.849 2/2 [==============================] - 0s 16ms/step >49, 582/693, d1=0.422, d2=0.484 g=2.032 2/2 [==============================] - 0s 17ms/step >49, 583/693, d1=0.613, d2=0.412 g=1.828 2/2 [==============================] - 0s 16ms/step >49, 584/693, d1=0.489, d2=0.408 g=1.673 2/2 [==============================] - 0s 17ms/step >49, 585/693, d1=0.468, d2=0.505 g=1.651 2/2 [==============================] - 0s 16ms/step >49, 586/693, d1=0.458, d2=0.329 g=1.969 2/2 [==============================] - 0s 16ms/step >49, 587/693, d1=0.671, d2=0.469 g=1.487 2/2 [==============================] - 0s 17ms/step >49, 588/693, d1=0.408, d2=0.509 g=1.645 2/2 [==============================] - 0s 16ms/step >49, 589/693, d1=0.359, d2=0.529 g=1.767 2/2 [==============================] - 0s 19ms/step >49, 590/693, d1=0.629, d2=0.421 g=1.849 2/2 [==============================] - 0s 17ms/step >49, 591/693, d1=0.506, d2=0.295 g=1.648 2/2 [==============================] - 0s 17ms/step >49, 592/693, d1=0.521, d2=0.591 g=1.708 2/2 [==============================] - 0s 16ms/step >49, 593/693, d1=0.407, d2=0.408 g=1.648 2/2 [==============================] - 0s 16ms/step >49, 594/693, d1=0.507, d2=0.447 g=1.612 2/2 [==============================] - 0s 17ms/step >49, 595/693, d1=0.599, d2=0.479 g=1.750 2/2 [==============================] - 0s 17ms/step >49, 596/693, d1=0.698, d2=0.396 g=1.474 2/2 [==============================] - 0s 17ms/step >49, 597/693, d1=0.483, d2=0.556 g=1.436 2/2 [==============================] - 0s 16ms/step >49, 598/693, d1=0.493, d2=0.569 g=1.525 2/2 [==============================] - 0s 16ms/step >49, 599/693, d1=0.477, d2=0.479 g=1.561 2/2 [==============================] - 0s 17ms/step >49, 600/693, d1=0.398, d2=0.347 g=1.625 2/2 [==============================] - 0s 16ms/step >49, 601/693, d1=0.431, d2=0.485 g=1.790 2/2 [==============================] - 0s 17ms/step >49, 602/693, d1=0.468, d2=0.416 g=1.821 2/2 [==============================] - 0s 17ms/step >49, 603/693, d1=0.475, d2=0.423 g=1.734 2/2 [==============================] - 0s 16ms/step >49, 604/693, d1=0.516, d2=0.519 g=1.935 2/2 [==============================] - 0s 16ms/step >49, 605/693, d1=0.730, d2=0.390 g=1.851 2/2 [==============================] - 0s 17ms/step >49, 606/693, d1=0.484, d2=0.341 g=1.513 2/2 [==============================] - 0s 17ms/step >49, 607/693, d1=0.351, d2=0.437 g=1.600 2/2 [==============================] - 0s 16ms/step >49, 608/693, d1=0.466, d2=0.679 g=1.806 2/2 [==============================] - 0s 16ms/step >49, 609/693, d1=0.406, d2=0.442 g=1.778 2/2 [==============================] - 0s 16ms/step >49, 610/693, d1=0.604, d2=0.418 g=1.698 2/2 [==============================] - 0s 17ms/step >49, 611/693, d1=0.545, d2=0.539 g=1.486 2/2 [==============================] - 0s 17ms/step >49, 612/693, d1=0.514, d2=0.425 g=1.480 2/2 [==============================] - 0s 17ms/step >49, 613/693, d1=0.423, d2=0.488 g=1.798 2/2 [==============================] - 0s 17ms/step >49, 614/693, d1=0.405, d2=0.418 g=1.733 2/2 [==============================] - 0s 16ms/step >49, 615/693, d1=0.618, d2=0.386 g=1.611 2/2 [==============================] - 0s 16ms/step >49, 616/693, d1=0.397, d2=0.434 g=1.749 2/2 [==============================] - 0s 17ms/step >49, 617/693, d1=0.415, d2=0.443 g=1.722 2/2 [==============================] - 0s 16ms/step >49, 618/693, d1=0.436, d2=0.391 g=1.683 2/2 [==============================] - 0s 16ms/step >49, 619/693, d1=0.470, d2=0.386 g=1.811 2/2 [==============================] - 0s 16ms/step >49, 620/693, d1=0.547, d2=0.416 g=1.744 2/2 [==============================] - 0s 16ms/step >49, 621/693, d1=0.480, d2=0.452 g=1.802 2/2 [==============================] - 0s 16ms/step >49, 622/693, d1=0.460, d2=0.431 g=1.648 2/2 [==============================] - 0s 16ms/step >49, 623/693, d1=0.481, d2=0.435 g=1.626 2/2 [==============================] - 0s 17ms/step >49, 624/693, d1=0.417, d2=0.475 g=1.661 2/2 [==============================] - 0s 16ms/step >49, 625/693, d1=0.441, d2=0.394 g=1.953 2/2 [==============================] - 0s 16ms/step >49, 626/693, d1=0.404, d2=0.339 g=1.919 2/2 [==============================] - 0s 16ms/step >49, 627/693, d1=0.610, d2=0.385 g=1.704 2/2 [==============================] - 0s 17ms/step >49, 628/693, d1=0.533, d2=0.406 g=1.741 2/2 [==============================] - 0s 16ms/step >49, 629/693, d1=0.518, d2=0.478 g=1.518 2/2 [==============================] - 0s 16ms/step >49, 630/693, d1=0.526, d2=0.431 g=1.712 2/2 [==============================] - 0s 17ms/step >49, 631/693, d1=0.445, d2=0.459 g=1.617 2/2 [==============================] - 0s 16ms/step >49, 632/693, d1=0.500, d2=0.453 g=1.584 2/2 [==============================] - 0s 16ms/step >49, 633/693, d1=0.306, d2=0.429 g=1.775 2/2 [==============================] - 0s 16ms/step >49, 634/693, d1=0.563, d2=0.370 g=1.690 2/2 [==============================] - 0s 16ms/step >49, 635/693, d1=0.550, d2=0.532 g=1.805 2/2 [==============================] - 0s 17ms/step >49, 636/693, d1=0.420, d2=0.481 g=1.885 2/2 [==============================] - 0s 17ms/step >49, 637/693, d1=0.545, d2=0.433 g=1.984 2/2 [==============================] - 0s 16ms/step >49, 638/693, d1=0.613, d2=0.416 g=1.818 2/2 [==============================] - 0s 17ms/step >49, 639/693, d1=0.441, d2=0.424 g=1.740 2/2 [==============================] - 0s 16ms/step >49, 640/693, d1=0.404, d2=0.490 g=1.777 2/2 [==============================] - 0s 16ms/step >49, 641/693, d1=0.471, d2=0.410 g=1.554 2/2 [==============================] - 0s 17ms/step >49, 642/693, d1=0.465, d2=0.444 g=1.689 2/2 [==============================] - 0s 17ms/step >49, 643/693, d1=0.466, d2=0.447 g=1.655 2/2 [==============================] - 0s 17ms/step >49, 644/693, d1=0.381, d2=0.320 g=1.817 2/2 [==============================] - 0s 16ms/step >49, 645/693, d1=0.574, d2=0.402 g=1.712 2/2 [==============================] - 0s 16ms/step >49, 646/693, d1=0.605, d2=0.550 g=1.526 2/2 [==============================] - 0s 17ms/step >49, 647/693, d1=0.465, d2=0.512 g=1.672 2/2 [==============================] - 0s 16ms/step >49, 648/693, d1=0.576, d2=0.417 g=1.576 2/2 [==============================] - 0s 17ms/step >49, 649/693, d1=0.499, d2=0.372 g=1.546 2/2 [==============================] - 0s 16ms/step >49, 650/693, d1=0.553, d2=0.420 g=1.667 2/2 [==============================] - 0s 16ms/step >49, 651/693, d1=0.504, d2=0.480 g=1.692 2/2 [==============================] - 0s 18ms/step >49, 652/693, d1=0.475, d2=0.481 g=1.743 2/2 [==============================] - 0s 16ms/step >49, 653/693, d1=0.495, d2=0.497 g=1.677 2/2 [==============================] - 0s 17ms/step >49, 654/693, d1=0.546, d2=0.506 g=1.687 2/2 [==============================] - 0s 17ms/step >49, 655/693, d1=0.464, d2=0.486 g=1.802 2/2 [==============================] - 0s 16ms/step >49, 656/693, d1=0.613, d2=0.409 g=1.787 2/2 [==============================] - 0s 16ms/step >49, 657/693, d1=0.456, d2=0.380 g=1.688 2/2 [==============================] - 0s 17ms/step >49, 658/693, d1=0.411, d2=0.395 g=1.797 2/2 [==============================] - 0s 17ms/step >49, 659/693, d1=0.408, d2=0.379 g=1.806 2/2 [==============================] - 0s 17ms/step >49, 660/693, d1=0.562, d2=0.430 g=1.614 2/2 [==============================] - 0s 17ms/step >49, 661/693, d1=0.468, d2=0.553 g=1.586 2/2 [==============================] - 0s 16ms/step >49, 662/693, d1=0.428, d2=0.407 g=1.507 2/2 [==============================] - 0s 17ms/step >49, 663/693, d1=0.453, d2=0.340 g=1.678 2/2 [==============================] - 0s 17ms/step >49, 664/693, d1=0.429, d2=0.475 g=1.657 2/2 [==============================] - 0s 17ms/step >49, 665/693, d1=0.431, d2=0.401 g=1.784 2/2 [==============================] - 0s 18ms/step >49, 666/693, d1=0.657, d2=0.386 g=1.429 2/2 [==============================] - 0s 17ms/step >49, 667/693, d1=0.418, d2=0.481 g=1.647 2/2 [==============================] - 0s 16ms/step >49, 668/693, d1=0.594, d2=0.377 g=1.702 2/2 [==============================] - 0s 17ms/step >49, 669/693, d1=0.548, d2=0.404 g=1.681 2/2 [==============================] - 0s 16ms/step >49, 670/693, d1=0.360, d2=0.371 g=1.792 2/2 [==============================] - 0s 17ms/step >49, 671/693, d1=0.504, d2=0.409 g=1.692 2/2 [==============================] - 0s 17ms/step >49, 672/693, d1=0.431, d2=0.521 g=1.693 2/2 [==============================] - 0s 17ms/step >49, 673/693, d1=0.394, d2=0.348 g=1.826 2/2 [==============================] - 0s 17ms/step >49, 674/693, d1=0.535, d2=0.379 g=1.632 2/2 [==============================] - 0s 17ms/step >49, 675/693, d1=0.429, d2=0.367 g=1.554 2/2 [==============================] - 0s 17ms/step >49, 676/693, d1=0.446, d2=0.482 g=1.611 2/2 [==============================] - 0s 16ms/step >49, 677/693, d1=0.427, d2=0.460 g=1.708 2/2 [==============================] - 0s 16ms/step >49, 678/693, d1=0.463, d2=0.401 g=1.656 2/2 [==============================] - 0s 16ms/step >49, 679/693, d1=0.417, d2=0.393 g=1.802 2/2 [==============================] - 0s 17ms/step >49, 680/693, d1=0.606, d2=0.459 g=1.696 2/2 [==============================] - 0s 16ms/step >49, 681/693, d1=0.314, d2=0.389 g=1.682 2/2 [==============================] - 0s 16ms/step >49, 682/693, d1=0.364, d2=0.538 g=1.718 2/2 [==============================] - 0s 16ms/step >49, 683/693, d1=0.483, d2=0.383 g=1.822 2/2 [==============================] - 0s 16ms/step >49, 684/693, d1=0.509, d2=0.442 g=1.762 2/2 [==============================] - 0s 16ms/step >49, 685/693, d1=0.498, d2=0.453 g=1.701 2/2 [==============================] - 0s 17ms/step >49, 686/693, d1=0.547, d2=0.425 g=1.548 2/2 [==============================] - 0s 17ms/step >49, 687/693, d1=0.429, d2=0.457 g=1.693 2/2 [==============================] - 0s 17ms/step >49, 688/693, d1=0.535, d2=0.386 g=1.662 2/2 [==============================] - 0s 17ms/step >49, 689/693, d1=0.465, d2=0.335 g=1.469 2/2 [==============================] - 0s 16ms/step >49, 690/693, d1=0.571, d2=0.568 g=1.622 2/2 [==============================] - 0s 16ms/step >49, 691/693, d1=0.449, d2=0.384 g=1.797 2/2 [==============================] - 0s 17ms/step >49, 692/693, d1=0.392, d2=0.442 g=1.675 2/2 [==============================] - 0s 16ms/step >49, 693/693, d1=0.425, d2=0.367 g=1.663 2/2 [==============================] - 0s 17ms/step >50, 1/693, d1=0.381, d2=0.440 g=1.654 2/2 [==============================] - 0s 16ms/step >50, 2/693, d1=0.406, d2=0.313 g=1.764 2/2 [==============================] - 0s 17ms/step >50, 3/693, d1=0.561, d2=0.447 g=1.607 2/2 [==============================] - 0s 18ms/step >50, 4/693, d1=0.388, d2=0.392 g=1.631 2/2 [==============================] - 0s 16ms/step >50, 5/693, d1=0.436, d2=0.369 g=1.760 2/2 [==============================] - 0s 16ms/step >50, 6/693, d1=0.492, d2=0.467 g=1.475 2/2 [==============================] - 0s 16ms/step >50, 7/693, d1=0.412, d2=0.403 g=1.685 2/2 [==============================] - 0s 17ms/step >50, 8/693, d1=0.393, d2=0.394 g=1.750 2/2 [==============================] - 0s 16ms/step >50, 9/693, d1=0.440, d2=0.402 g=1.805 2/2 [==============================] - 0s 16ms/step >50, 10/693, d1=0.423, d2=0.479 g=1.609 2/2 [==============================] - 0s 16ms/step >50, 11/693, d1=0.454, d2=0.413 g=1.676 2/2 [==============================] - 0s 17ms/step >50, 12/693, d1=0.444, d2=0.456 g=1.533 2/2 [==============================] - 0s 17ms/step >50, 13/693, d1=0.430, d2=0.412 g=1.546 2/2 [==============================] - 0s 16ms/step >50, 14/693, d1=0.440, d2=0.465 g=1.677 2/2 [==============================] - 0s 16ms/step >50, 15/693, d1=0.626, d2=0.371 g=1.845 2/2 [==============================] - 0s 17ms/step >50, 16/693, d1=0.500, d2=0.488 g=1.511 2/2 [==============================] - 0s 17ms/step >50, 17/693, d1=0.375, d2=0.447 g=1.755 2/2 [==============================] - 0s 16ms/step >50, 18/693, d1=0.588, d2=0.388 g=1.846 2/2 [==============================] - 0s 16ms/step >50, 19/693, d1=0.485, d2=0.424 g=1.805 2/2 [==============================] - 0s 16ms/step >50, 20/693, d1=0.516, d2=0.398 g=1.601 2/2 [==============================] - 0s 17ms/step >50, 21/693, d1=0.506, d2=0.540 g=1.772 2/2 [==============================] - 0s 17ms/step >50, 22/693, d1=0.480, d2=0.397 g=1.718 2/2 [==============================] - 0s 17ms/step >50, 23/693, d1=0.408, d2=0.365 g=1.443 2/2 [==============================] - 0s 16ms/step >50, 24/693, d1=0.496, d2=0.503 g=1.634 2/2 [==============================] - 0s 16ms/step >50, 25/693, d1=0.360, d2=0.365 g=1.745 2/2 [==============================] - 0s 17ms/step >50, 26/693, d1=0.512, d2=0.368 g=1.811 2/2 [==============================] - 0s 17ms/step >50, 27/693, d1=0.496, d2=0.475 g=1.705 2/2 [==============================] - 0s 16ms/step >50, 28/693, d1=0.488, d2=0.422 g=1.579 2/2 [==============================] - 0s 16ms/step >50, 29/693, d1=0.546, d2=0.474 g=1.548 2/2 [==============================] - 0s 17ms/step >50, 30/693, d1=0.373, d2=0.483 g=1.780 2/2 [==============================] - 0s 16ms/step >50, 31/693, d1=0.489, d2=0.331 g=1.736 2/2 [==============================] - 0s 17ms/step >50, 32/693, d1=0.471, d2=0.341 g=1.719 2/2 [==============================] - 0s 16ms/step >50, 33/693, d1=0.531, d2=0.350 g=1.716 2/2 [==============================] - 0s 17ms/step >50, 34/693, d1=0.333, d2=0.404 g=1.587 2/2 [==============================] - 0s 17ms/step >50, 35/693, d1=0.476, d2=0.490 g=1.704 2/2 [==============================] - 0s 16ms/step >50, 36/693, d1=0.429, d2=0.382 g=1.841 2/2 [==============================] - 0s 17ms/step >50, 37/693, d1=0.593, d2=0.415 g=1.548 2/2 [==============================] - 0s 16ms/step >50, 38/693, d1=0.413, d2=0.350 g=1.562 2/2 [==============================] - 0s 17ms/step >50, 39/693, d1=0.462, d2=0.455 g=1.717 2/2 [==============================] - 0s 16ms/step >50, 40/693, d1=0.495, d2=0.456 g=1.539 2/2 [==============================] - 0s 16ms/step >50, 41/693, d1=0.412, d2=0.497 g=1.808 2/2 [==============================] - 0s 16ms/step >50, 42/693, d1=0.520, d2=0.404 g=1.790 2/2 [==============================] - 0s 16ms/step >50, 43/693, d1=0.409, d2=0.303 g=1.743 2/2 [==============================] - 0s 17ms/step >50, 44/693, d1=0.490, d2=0.451 g=1.684 2/2 [==============================] - 0s 16ms/step >50, 45/693, d1=0.426, d2=0.468 g=1.751 2/2 [==============================] - 0s 17ms/step >50, 46/693, d1=0.451, d2=0.387 g=1.672 2/2 [==============================] - 0s 17ms/step >50, 47/693, d1=0.450, d2=0.467 g=1.697 2/2 [==============================] - 0s 17ms/step >50, 48/693, d1=0.476, d2=0.444 g=1.721 2/2 [==============================] - 0s 17ms/step >50, 49/693, d1=0.549, d2=0.382 g=1.886 2/2 [==============================] - 0s 16ms/step >50, 50/693, d1=0.596, d2=0.420 g=1.599 2/2 [==============================] - 0s 17ms/step >50, 51/693, d1=0.495, d2=0.578 g=1.660 2/2 [==============================] - 0s 17ms/step >50, 52/693, d1=0.519, d2=0.427 g=1.709 2/2 [==============================] - 0s 17ms/step >50, 53/693, d1=0.468, d2=0.469 g=1.575 2/2 [==============================] - 0s 17ms/step >50, 54/693, d1=0.609, d2=0.360 g=1.544 2/2 [==============================] - 0s 17ms/step >50, 55/693, d1=0.420, d2=0.478 g=1.602 2/2 [==============================] - 0s 17ms/step >50, 56/693, d1=0.416, d2=0.430 g=1.662 2/2 [==============================] - 0s 17ms/step >50, 57/693, d1=0.543, d2=0.453 g=1.512 2/2 [==============================] - 0s 17ms/step >50, 58/693, d1=0.440, d2=0.343 g=1.557 2/2 [==============================] - 0s 16ms/step >50, 59/693, d1=0.379, d2=0.660 g=1.891 2/2 [==============================] - 0s 16ms/step >50, 60/693, d1=0.570, d2=0.343 g=1.833 2/2 [==============================] - 0s 16ms/step >50, 61/693, d1=0.534, d2=0.344 g=1.630 2/2 [==============================] - 0s 17ms/step >50, 62/693, d1=0.499, d2=0.418 g=1.688 2/2 [==============================] - 0s 17ms/step >50, 63/693, d1=0.458, d2=0.468 g=1.773 2/2 [==============================] - 0s 17ms/step >50, 64/693, d1=0.588, d2=0.387 g=1.637 2/2 [==============================] - 0s 16ms/step >50, 65/693, d1=0.505, d2=0.443 g=1.683 2/2 [==============================] - 0s 16ms/step >50, 66/693, d1=0.440, d2=0.416 g=1.572 2/2 [==============================] - 0s 17ms/step >50, 67/693, d1=0.401, d2=0.363 g=1.715 2/2 [==============================] - 0s 16ms/step >50, 68/693, d1=0.516, d2=0.564 g=1.662 2/2 [==============================] - 0s 16ms/step >50, 69/693, d1=0.531, d2=0.426 g=1.677 2/2 [==============================] - 0s 16ms/step >50, 70/693, d1=0.426, d2=0.427 g=1.587 2/2 [==============================] - 0s 17ms/step >50, 71/693, d1=0.423, d2=0.347 g=1.428 2/2 [==============================] - 0s 16ms/step >50, 72/693, d1=0.537, d2=0.570 g=1.534 2/2 [==============================] - 0s 16ms/step >50, 73/693, d1=0.495, d2=0.409 g=1.634 2/2 [==============================] - 0s 17ms/step >50, 74/693, d1=0.511, d2=0.513 g=1.701 2/2 [==============================] - 0s 16ms/step >50, 75/693, d1=0.429, d2=0.428 g=1.565 2/2 [==============================] - 0s 17ms/step >50, 76/693, d1=0.368, d2=0.491 g=1.760 2/2 [==============================] - 0s 16ms/step >50, 77/693, d1=0.571, d2=0.497 g=1.642 2/2 [==============================] - 0s 16ms/step >50, 78/693, d1=0.382, d2=0.452 g=1.813 2/2 [==============================] - 0s 16ms/step >50, 79/693, d1=0.454, d2=0.410 g=1.944 2/2 [==============================] - 0s 17ms/step >50, 80/693, d1=0.519, d2=0.390 g=1.699 2/2 [==============================] - 0s 16ms/step >50, 81/693, d1=0.516, d2=0.381 g=1.704 2/2 [==============================] - 0s 20ms/step >50, 82/693, d1=0.403, d2=0.577 g=1.977 2/2 [==============================] - 0s 16ms/step >50, 83/693, d1=0.639, d2=0.397 g=1.877 2/2 [==============================] - 0s 16ms/step >50, 84/693, d1=0.609, d2=0.450 g=1.703 2/2 [==============================] - 0s 16ms/step >50, 85/693, d1=0.376, d2=0.370 g=1.726 2/2 [==============================] - 0s 17ms/step >50, 86/693, d1=0.370, d2=0.446 g=1.527 2/2 [==============================] - 0s 17ms/step >50, 87/693, d1=0.443, d2=0.517 g=1.909 2/2 [==============================] - 0s 16ms/step >50, 88/693, d1=0.525, d2=0.365 g=1.874 2/2 [==============================] - 0s 19ms/step >50, 89/693, d1=0.438, d2=0.356 g=1.890 2/2 [==============================] - 0s 17ms/step >50, 90/693, d1=0.469, d2=0.445 g=1.920 2/2 [==============================] - 0s 17ms/step >50, 91/693, d1=0.534, d2=0.422 g=1.670 2/2 [==============================] - 0s 16ms/step >50, 92/693, d1=0.405, d2=0.410 g=1.577 2/2 [==============================] - 0s 16ms/step >50, 93/693, d1=0.485, d2=0.445 g=1.645 2/2 [==============================] - 0s 17ms/step >50, 94/693, d1=0.671, d2=0.573 g=1.635 2/2 [==============================] - 0s 17ms/step >50, 95/693, d1=0.437, d2=0.394 g=1.579 2/2 [==============================] - 0s 16ms/step >50, 96/693, d1=0.487, d2=0.447 g=1.721 2/2 [==============================] - 0s 16ms/step >50, 97/693, d1=0.539, d2=0.431 g=1.574 2/2 [==============================] - 0s 18ms/step >50, 98/693, d1=0.487, d2=0.566 g=1.604 2/2 [==============================] - 0s 17ms/step >50, 99/693, d1=0.411, d2=0.479 g=1.608 2/2 [==============================] - 0s 16ms/step >50, 100/693, d1=0.484, d2=0.558 g=1.629 2/2 [==============================] - 0s 17ms/step >50, 101/693, d1=0.564, d2=0.464 g=1.641 2/2 [==============================] - 0s 17ms/step >50, 102/693, d1=0.553, d2=0.369 g=1.706 2/2 [==============================] - 0s 17ms/step >50, 103/693, d1=0.679, d2=0.449 g=1.672 2/2 [==============================] - 0s 17ms/step >50, 104/693, d1=0.472, d2=0.503 g=1.613 2/2 [==============================] - 0s 16ms/step >50, 105/693, d1=0.478, d2=0.485 g=1.441 2/2 [==============================] - 0s 17ms/step >50, 106/693, d1=0.554, d2=0.521 g=1.601 2/2 [==============================] - 0s 17ms/step >50, 107/693, d1=0.395, d2=0.396 g=1.474 2/2 [==============================] - 0s 16ms/step >50, 108/693, d1=0.496, d2=0.466 g=1.557 2/2 [==============================] - 0s 17ms/step >50, 109/693, d1=0.489, d2=0.384 g=1.757 2/2 [==============================] - 0s 17ms/step >50, 110/693, d1=0.460, d2=0.457 g=1.709 2/2 [==============================] - 0s 16ms/step >50, 111/693, d1=0.521, d2=0.306 g=1.645 2/2 [==============================] - 0s 17ms/step >50, 112/693, d1=0.488, d2=0.389 g=1.723 2/2 [==============================] - 0s 17ms/step >50, 113/693, d1=0.519, d2=0.417 g=1.534 2/2 [==============================] - 0s 17ms/step >50, 114/693, d1=0.556, d2=0.478 g=1.471 2/2 [==============================] - 0s 17ms/step >50, 115/693, d1=0.439, d2=0.504 g=1.807 2/2 [==============================] - 0s 16ms/step >50, 116/693, d1=0.461, d2=0.448 g=1.594 2/2 [==============================] - 0s 16ms/step >50, 117/693, d1=0.407, d2=0.448 g=1.696 2/2 [==============================] - 0s 17ms/step >50, 118/693, d1=0.549, d2=0.396 g=1.754 2/2 [==============================] - 0s 17ms/step >50, 119/693, d1=0.534, d2=0.382 g=1.779 2/2 [==============================] - 0s 17ms/step >50, 120/693, d1=0.487, d2=0.466 g=1.701 2/2 [==============================] - 0s 17ms/step >50, 121/693, d1=0.424, d2=0.394 g=1.720 2/2 [==============================] - 0s 18ms/step >50, 122/693, d1=0.511, d2=0.569 g=1.506 2/2 [==============================] - 0s 16ms/step >50, 123/693, d1=0.504, d2=0.451 g=1.632 2/2 [==============================] - 0s 16ms/step >50, 124/693, d1=0.586, d2=0.507 g=1.788 2/2 [==============================] - 0s 16ms/step >50, 125/693, d1=0.522, d2=0.414 g=1.575 2/2 [==============================] - 0s 17ms/step >50, 126/693, d1=0.500, d2=0.403 g=1.582 2/2 [==============================] - 0s 17ms/step >50, 127/693, d1=0.274, d2=0.360 g=1.494 2/2 [==============================] - 0s 17ms/step >50, 128/693, d1=0.402, d2=0.449 g=1.626 2/2 [==============================] - 0s 16ms/step >50, 129/693, d1=0.460, d2=0.330 g=1.605 2/2 [==============================] - 0s 17ms/step >50, 130/693, d1=0.483, d2=0.377 g=1.655 2/2 [==============================] - 0s 17ms/step >50, 131/693, d1=0.420, d2=0.415 g=1.739 2/2 [==============================] - 0s 16ms/step >50, 132/693, d1=0.435, d2=0.461 g=1.673 2/2 [==============================] - 0s 16ms/step >50, 133/693, d1=0.474, d2=0.446 g=1.624 2/2 [==============================] - 0s 16ms/step >50, 134/693, d1=0.528, d2=0.385 g=1.834 2/2 [==============================] - 0s 16ms/step >50, 135/693, d1=0.454, d2=0.321 g=1.771 2/2 [==============================] - 0s 17ms/step >50, 136/693, d1=0.309, d2=0.414 g=1.665 2/2 [==============================] - 0s 17ms/step >50, 137/693, d1=0.451, d2=0.416 g=1.820 2/2 [==============================] - 0s 17ms/step >50, 138/693, d1=0.468, d2=0.356 g=1.586 2/2 [==============================] - 0s 16ms/step >50, 139/693, d1=0.388, d2=0.352 g=1.609 2/2 [==============================] - 0s 15ms/step >50, 140/693, d1=0.510, d2=0.363 g=1.545 2/2 [==============================] - 0s 17ms/step >50, 141/693, d1=0.394, d2=0.489 g=1.794 2/2 [==============================] - 0s 16ms/step >50, 142/693, d1=0.424, d2=0.345 g=2.131 2/2 [==============================] - 0s 16ms/step >50, 143/693, d1=0.516, d2=0.344 g=1.984 2/2 [==============================] - 0s 17ms/step >50, 144/693, d1=0.416, d2=0.339 g=1.793 2/2 [==============================] - 0s 16ms/step >50, 145/693, d1=0.319, d2=0.372 g=2.014 2/2 [==============================] - 0s 17ms/step >50, 146/693, d1=0.329, d2=0.392 g=1.850 2/2 [==============================] - 0s 17ms/step >50, 147/693, d1=0.434, d2=0.473 g=1.853 2/2 [==============================] - 0s 17ms/step >50, 148/693, d1=0.365, d2=0.384 g=1.938 2/2 [==============================] - 0s 16ms/step >50, 149/693, d1=0.533, d2=0.313 g=1.934 2/2 [==============================] - 0s 17ms/step >50, 150/693, d1=0.598, d2=0.309 g=1.871 2/2 [==============================] - 0s 16ms/step >50, 151/693, d1=0.427, d2=0.339 g=1.678 2/2 [==============================] - 0s 17ms/step >50, 152/693, d1=0.453, d2=0.419 g=1.666 2/2 [==============================] - 0s 16ms/step >50, 153/693, d1=0.303, d2=0.474 g=1.761 2/2 [==============================] - 0s 16ms/step >50, 154/693, d1=0.524, d2=0.326 g=1.763 2/2 [==============================] - 0s 17ms/step >50, 155/693, d1=0.471, d2=0.405 g=1.733 2/2 [==============================] - 0s 16ms/step >50, 156/693, d1=0.535, d2=0.550 g=1.807 2/2 [==============================] - 0s 16ms/step >50, 157/693, d1=0.506, d2=0.360 g=1.587 2/2 [==============================] - 0s 16ms/step >50, 158/693, d1=0.350, d2=0.569 g=1.691 2/2 [==============================] - 0s 17ms/step >50, 159/693, d1=0.516, d2=0.400 g=1.830 2/2 [==============================] - 0s 17ms/step >50, 160/693, d1=0.483, d2=0.421 g=1.802 2/2 [==============================] - 0s 17ms/step >50, 161/693, d1=0.514, d2=0.536 g=1.788 2/2 [==============================] - 0s 17ms/step >50, 162/693, d1=0.396, d2=0.385 g=1.780 2/2 [==============================] - 0s 17ms/step >50, 163/693, d1=0.557, d2=0.341 g=1.899 2/2 [==============================] - 0s 16ms/step >50, 164/693, d1=0.409, d2=0.402 g=1.789 2/2 [==============================] - 0s 17ms/step >50, 165/693, d1=0.411, d2=0.339 g=1.655 2/2 [==============================] - 0s 17ms/step >50, 166/693, d1=0.531, d2=0.339 g=1.619 2/2 [==============================] - 0s 17ms/step >50, 167/693, d1=0.378, d2=0.412 g=1.689 2/2 [==============================] - 0s 16ms/step >50, 168/693, d1=0.398, d2=0.488 g=1.596 2/2 [==============================] - 0s 16ms/step >50, 169/693, d1=0.377, d2=0.411 g=1.668 2/2 [==============================] - 0s 17ms/step >50, 170/693, d1=0.431, d2=0.374 g=1.643 2/2 [==============================] - 0s 17ms/step >50, 171/693, d1=0.452, d2=0.364 g=1.626 2/2 [==============================] - 0s 16ms/step >50, 172/693, d1=0.456, d2=0.383 g=1.555 2/2 [==============================] - 0s 17ms/step >50, 173/693, d1=0.532, d2=0.480 g=1.803 2/2 [==============================] - 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0s 17ms/step >50, 218/693, d1=0.384, d2=0.357 g=1.831 2/2 [==============================] - 0s 16ms/step >50, 219/693, d1=0.436, d2=0.391 g=1.781 2/2 [==============================] - 0s 16ms/step >50, 220/693, d1=0.488, d2=0.382 g=1.537 2/2 [==============================] - 0s 16ms/step >50, 221/693, d1=0.446, d2=0.453 g=1.604 2/2 [==============================] - 0s 17ms/step >50, 222/693, d1=0.488, d2=0.398 g=1.900 2/2 [==============================] - 0s 16ms/step >50, 223/693, d1=0.495, d2=0.588 g=1.874 2/2 [==============================] - 0s 16ms/step >50, 224/693, d1=0.366, d2=0.479 g=1.835 2/2 [==============================] - 0s 17ms/step >50, 225/693, d1=0.543, d2=0.385 g=1.948 2/2 [==============================] - 0s 17ms/step >50, 226/693, d1=0.474, d2=0.431 g=1.724 2/2 [==============================] - 0s 17ms/step >50, 227/693, d1=0.509, d2=0.480 g=1.839 2/2 [==============================] - 0s 17ms/step >50, 228/693, d1=0.437, d2=0.395 g=1.811 2/2 [==============================] - 0s 16ms/step >50, 229/693, d1=0.490, d2=0.350 g=1.808 2/2 [==============================] - 0s 17ms/step >50, 230/693, d1=0.500, d2=0.377 g=1.581 2/2 [==============================] - 0s 17ms/step >50, 231/693, d1=0.385, d2=0.596 g=1.558 2/2 [==============================] - 0s 16ms/step >50, 232/693, d1=0.383, d2=0.417 g=1.922 2/2 [==============================] - 0s 17ms/step >50, 233/693, d1=0.549, d2=0.392 g=1.875 2/2 [==============================] - 0s 16ms/step >50, 234/693, d1=0.487, d2=0.344 g=1.701 2/2 [==============================] - 0s 16ms/step >50, 235/693, d1=0.374, d2=0.404 g=1.758 2/2 [==============================] - 0s 17ms/step >50, 236/693, d1=0.495, d2=0.522 g=1.872 2/2 [==============================] - 0s 16ms/step >50, 237/693, d1=0.534, d2=0.346 g=1.866 2/2 [==============================] - 0s 17ms/step >50, 238/693, d1=0.507, d2=0.341 g=1.886 2/2 [==============================] - 0s 16ms/step >50, 239/693, d1=0.504, d2=0.444 g=1.804 2/2 [==============================] - 0s 17ms/step >50, 240/693, d1=0.502, d2=0.446 g=1.570 2/2 [==============================] - 0s 17ms/step >50, 241/693, d1=0.423, d2=0.492 g=1.735 2/2 [==============================] - 0s 16ms/step >50, 242/693, d1=0.424, d2=0.417 g=1.669 2/2 [==============================] - 0s 16ms/step >50, 243/693, d1=0.551, d2=0.509 g=1.786 2/2 [==============================] - 0s 17ms/step >50, 244/693, d1=0.420, d2=0.387 g=1.968 2/2 [==============================] - 0s 17ms/step >50, 245/693, d1=0.501, d2=0.326 g=1.781 2/2 [==============================] - 0s 17ms/step >50, 246/693, d1=0.473, d2=0.302 g=1.575 2/2 [==============================] - 0s 17ms/step >50, 247/693, d1=0.397, d2=0.445 g=1.626 2/2 [==============================] - 0s 16ms/step >50, 248/693, d1=0.418, d2=0.491 g=1.878 2/2 [==============================] - 0s 17ms/step >50, 249/693, d1=0.506, d2=0.375 g=1.677 2/2 [==============================] - 0s 17ms/step >50, 250/693, d1=0.530, d2=0.400 g=1.665 2/2 [==============================] - 0s 17ms/step >50, 251/693, d1=0.381, d2=0.456 g=1.706 2/2 [==============================] - 0s 17ms/step >50, 252/693, d1=0.434, d2=0.353 g=1.603 2/2 [==============================] - 0s 17ms/step >50, 253/693, d1=0.487, d2=0.452 g=1.880 2/2 [==============================] - 0s 16ms/step >50, 254/693, d1=0.453, d2=0.406 g=1.754 2/2 [==============================] - 0s 16ms/step >50, 255/693, d1=0.469, d2=0.359 g=1.603 2/2 [==============================] - 0s 15ms/step >50, 256/693, d1=0.462, d2=0.479 g=1.711 2/2 [==============================] - 0s 16ms/step >50, 257/693, d1=0.544, d2=0.477 g=1.761 2/2 [==============================] - 0s 17ms/step >50, 258/693, d1=0.530, d2=0.583 g=1.673 2/2 [==============================] - 0s 17ms/step >50, 259/693, d1=0.544, d2=0.466 g=1.657 2/2 [==============================] - 0s 16ms/step >50, 260/693, d1=0.442, d2=0.502 g=1.903 2/2 [==============================] - 0s 17ms/step >50, 261/693, d1=0.536, d2=0.370 g=2.086 2/2 [==============================] - 0s 17ms/step >50, 262/693, d1=0.549, d2=0.387 g=2.008 2/2 [==============================] - 0s 16ms/step >50, 263/693, d1=0.512, d2=0.359 g=1.707 2/2 [==============================] - 0s 17ms/step >50, 264/693, d1=0.523, d2=0.491 g=1.676 2/2 [==============================] - 0s 16ms/step >50, 265/693, d1=0.362, d2=0.396 g=1.698 2/2 [==============================] - 0s 16ms/step >50, 266/693, d1=0.342, d2=0.331 g=1.974 2/2 [==============================] - 0s 16ms/step >50, 267/693, d1=0.487, d2=0.393 g=1.740 2/2 [==============================] - 0s 17ms/step >50, 268/693, d1=0.494, d2=0.405 g=1.762 2/2 [==============================] - 0s 16ms/step >50, 269/693, d1=0.427, d2=0.440 g=1.929 2/2 [==============================] - 0s 17ms/step >50, 270/693, d1=0.503, d2=0.468 g=1.804 2/2 [==============================] - 0s 17ms/step >50, 271/693, d1=0.535, d2=0.385 g=1.693 2/2 [==============================] - 0s 18ms/step >50, 272/693, d1=0.542, d2=0.424 g=1.679 2/2 [==============================] - 0s 16ms/step >50, 273/693, d1=0.475, d2=0.532 g=1.763 2/2 [==============================] - 0s 18ms/step >50, 274/693, d1=0.631, d2=0.345 g=1.935 2/2 [==============================] - 0s 17ms/step >50, 275/693, d1=0.481, d2=0.366 g=1.661 2/2 [==============================] - 0s 16ms/step >50, 276/693, d1=0.409, d2=0.389 g=1.772 2/2 [==============================] - 0s 16ms/step >50, 277/693, d1=0.502, d2=0.380 g=1.716 2/2 [==============================] - 0s 16ms/step >50, 278/693, d1=0.443, d2=0.358 g=1.680 2/2 [==============================] - 0s 16ms/step >50, 279/693, d1=0.379, d2=0.541 g=1.724 2/2 [==============================] - 0s 18ms/step >50, 280/693, d1=0.428, d2=0.350 g=1.757 2/2 [==============================] - 0s 16ms/step >50, 281/693, d1=0.644, d2=0.320 g=1.613 2/2 [==============================] - 0s 16ms/step >50, 282/693, d1=0.453, d2=0.515 g=1.401 2/2 [==============================] - 0s 16ms/step >50, 283/693, d1=0.398, d2=0.435 g=1.619 2/2 [==============================] - 0s 16ms/step >50, 284/693, d1=0.494, d2=0.436 g=1.556 2/2 [==============================] - 0s 19ms/step >50, 285/693, d1=0.440, d2=0.523 g=1.758 2/2 [==============================] - 0s 16ms/step >50, 286/693, d1=0.481, d2=0.406 g=1.671 2/2 [==============================] - 0s 16ms/step >50, 287/693, d1=0.544, d2=0.450 g=1.640 2/2 [==============================] - 0s 16ms/step >50, 288/693, d1=0.504, d2=0.517 g=1.731 2/2 [==============================] - 0s 17ms/step >50, 289/693, d1=0.544, d2=0.452 g=1.590 2/2 [==============================] - 0s 16ms/step >50, 290/693, d1=0.578, d2=0.422 g=1.742 2/2 [==============================] - 0s 17ms/step >50, 291/693, d1=0.540, d2=0.448 g=1.487 2/2 [==============================] - 0s 16ms/step >50, 292/693, d1=0.353, d2=0.402 g=1.642 2/2 [==============================] - 0s 16ms/step >50, 293/693, d1=0.456, d2=0.497 g=1.629 2/2 [==============================] - 0s 17ms/step >50, 294/693, d1=0.550, d2=0.360 g=1.775 2/2 [==============================] - 0s 16ms/step >50, 295/693, d1=0.443, d2=0.389 g=1.604 2/2 [==============================] - 0s 17ms/step >50, 296/693, d1=0.371, d2=0.523 g=1.932 2/2 [==============================] - 0s 17ms/step >50, 297/693, d1=0.502, d2=0.382 g=1.886 2/2 [==============================] - 0s 16ms/step >50, 298/693, d1=0.465, d2=0.288 g=1.729 2/2 [==============================] - 0s 16ms/step >50, 299/693, d1=0.404, d2=0.332 g=1.695 2/2 [==============================] - 0s 17ms/step >50, 300/693, d1=0.420, d2=0.473 g=1.615 2/2 [==============================] - 0s 17ms/step >50, 301/693, d1=0.493, d2=0.432 g=1.615 2/2 [==============================] - 0s 16ms/step >50, 302/693, d1=0.510, d2=0.370 g=1.906 2/2 [==============================] - 0s 17ms/step >50, 303/693, d1=0.532, d2=0.390 g=1.632 2/2 [==============================] - 0s 16ms/step >50, 304/693, d1=0.388, d2=0.337 g=2.063 2/2 [==============================] - 0s 17ms/step >50, 305/693, d1=0.259, d2=0.178 g=2.118 2/2 [==============================] - 0s 19ms/step >50, 306/693, d1=0.405, d2=0.328 g=1.866 2/2 [==============================] - 0s 17ms/step >50, 307/693, d1=0.361, d2=0.737 g=1.928 2/2 [==============================] - 0s 17ms/step >50, 308/693, d1=0.478, d2=0.579 g=2.217 2/2 [==============================] - 0s 16ms/step >50, 309/693, d1=0.731, d2=0.441 g=1.705 2/2 [==============================] - 0s 17ms/step >50, 310/693, d1=0.645, d2=0.424 g=1.753 2/2 [==============================] - 0s 18ms/step >50, 311/693, d1=0.414, d2=0.324 g=1.914 2/2 [==============================] - 0s 17ms/step >50, 312/693, d1=0.411, d2=0.443 g=1.681 2/2 [==============================] - 0s 17ms/step >50, 313/693, d1=0.332, d2=0.439 g=1.620 2/2 [==============================] - 0s 16ms/step >50, 314/693, d1=0.340, d2=0.461 g=1.790 2/2 [==============================] - 0s 17ms/step >50, 315/693, d1=0.502, d2=0.277 g=1.782 2/2 [==============================] - 0s 17ms/step >50, 316/693, d1=0.472, d2=0.463 g=1.810 2/2 [==============================] - 0s 17ms/step >50, 317/693, d1=0.522, d2=0.337 g=1.729 2/2 [==============================] - 0s 18ms/step >50, 318/693, d1=0.364, d2=0.419 g=1.746 2/2 [==============================] - 0s 16ms/step >50, 319/693, d1=0.524, d2=0.393 g=1.552 2/2 [==============================] - 0s 16ms/step >50, 320/693, d1=0.450, d2=0.481 g=1.842 2/2 [==============================] - 0s 17ms/step >50, 321/693, d1=0.433, d2=0.251 g=1.944 2/2 [==============================] - 0s 17ms/step >50, 322/693, d1=0.452, d2=0.430 g=2.161 2/2 [==============================] - 0s 16ms/step >50, 323/693, d1=0.456, d2=0.330 g=1.736 2/2 [==============================] - 0s 17ms/step >50, 324/693, d1=0.285, d2=0.488 g=1.845 2/2 [==============================] - 0s 17ms/step >50, 325/693, d1=0.457, d2=0.373 g=1.712 2/2 [==============================] - 0s 16ms/step >50, 326/693, d1=0.482, d2=0.313 g=1.790 2/2 [==============================] - 0s 17ms/step >50, 327/693, d1=0.435, d2=0.360 g=1.552 2/2 [==============================] - 0s 16ms/step >50, 328/693, d1=0.432, d2=0.509 g=1.777 2/2 [==============================] - 0s 16ms/step >50, 329/693, d1=0.498, d2=0.427 g=1.651 2/2 [==============================] - 0s 17ms/step >50, 330/693, d1=0.397, d2=0.460 g=1.919 2/2 [==============================] - 0s 17ms/step >50, 331/693, d1=0.602, d2=0.336 g=1.520 2/2 [==============================] - 0s 17ms/step >50, 332/693, d1=0.388, d2=0.415 g=1.770 2/2 [==============================] - 0s 17ms/step >50, 333/693, d1=0.509, d2=0.409 g=1.518 2/2 [==============================] - 0s 17ms/step >50, 334/693, d1=0.497, d2=0.479 g=1.659 2/2 [==============================] - 0s 16ms/step >50, 335/693, d1=0.448, d2=0.358 g=2.026 2/2 [==============================] - 0s 17ms/step >50, 336/693, d1=0.508, d2=0.404 g=1.649 2/2 [==============================] - 0s 17ms/step >50, 337/693, d1=0.604, d2=0.401 g=1.628 2/2 [==============================] - 0s 16ms/step >50, 338/693, d1=0.410, d2=0.433 g=1.832 2/2 [==============================] - 0s 17ms/step >50, 339/693, d1=0.464, d2=0.338 g=1.630 2/2 [==============================] - 0s 16ms/step >50, 340/693, d1=0.367, d2=0.422 g=1.772 2/2 [==============================] - 0s 15ms/step >50, 341/693, d1=0.401, d2=0.452 g=1.681 2/2 [==============================] - 0s 16ms/step >50, 342/693, d1=0.480, d2=0.468 g=1.636 2/2 [==============================] - 0s 17ms/step >50, 343/693, d1=0.444, d2=0.493 g=1.736 2/2 [==============================] - 0s 17ms/step >50, 344/693, d1=0.502, d2=0.456 g=1.759 2/2 [==============================] - 0s 16ms/step >50, 345/693, d1=0.519, d2=0.342 g=2.002 2/2 [==============================] - 0s 16ms/step >50, 346/693, d1=0.536, d2=0.306 g=1.595 2/2 [==============================] - 0s 16ms/step >50, 347/693, d1=0.378, d2=0.430 g=1.689 2/2 [==============================] - 0s 17ms/step >50, 348/693, d1=0.390, d2=0.408 g=1.756 2/2 [==============================] - 0s 17ms/step >50, 349/693, d1=0.409, d2=0.414 g=2.103 2/2 [==============================] - 0s 17ms/step >50, 350/693, d1=0.605, d2=0.479 g=1.705 2/2 [==============================] - 0s 17ms/step >50, 351/693, d1=0.634, d2=0.428 g=1.597 2/2 [==============================] - 0s 17ms/step >50, 352/693, d1=0.560, d2=0.543 g=1.475 2/2 [==============================] - 0s 16ms/step >50, 353/693, d1=0.502, d2=0.433 g=1.533 2/2 [==============================] - 0s 17ms/step >50, 354/693, d1=0.368, d2=0.439 g=1.556 2/2 [==============================] - 0s 16ms/step >50, 355/693, d1=0.561, d2=0.450 g=1.683 2/2 [==============================] - 0s 15ms/step >50, 356/693, d1=0.412, d2=0.530 g=1.776 2/2 [==============================] - 0s 16ms/step >50, 357/693, d1=0.431, d2=0.509 g=1.727 2/2 [==============================] - 0s 16ms/step >50, 358/693, d1=0.554, d2=0.381 g=1.776 2/2 [==============================] - 0s 16ms/step >50, 359/693, d1=0.505, d2=0.454 g=1.559 2/2 [==============================] - 0s 17ms/step >50, 360/693, d1=0.507, d2=0.466 g=1.647 2/2 [==============================] - 0s 16ms/step >50, 361/693, d1=0.454, d2=0.434 g=1.566 2/2 [==============================] - 0s 16ms/step >50, 362/693, d1=0.303, d2=0.464 g=1.877 2/2 [==============================] - 0s 16ms/step >50, 363/693, d1=0.573, d2=0.354 g=1.724 2/2 [==============================] - 0s 17ms/step >50, 364/693, d1=0.474, d2=0.325 g=1.817 2/2 [==============================] - 0s 16ms/step >50, 365/693, d1=0.374, d2=0.377 g=1.630 2/2 [==============================] - 0s 17ms/step >50, 366/693, d1=0.439, d2=0.564 g=1.514 2/2 [==============================] - 0s 16ms/step >50, 367/693, d1=0.467, d2=0.582 g=1.885 2/2 [==============================] - 0s 16ms/step >50, 368/693, d1=0.438, d2=0.409 g=1.760 2/2 [==============================] - 0s 17ms/step >50, 369/693, d1=0.713, d2=0.451 g=1.655 2/2 [==============================] - 0s 17ms/step >50, 370/693, d1=0.399, d2=0.349 g=1.666 2/2 [==============================] - 0s 17ms/step >50, 371/693, d1=0.413, d2=0.439 g=1.575 2/2 [==============================] - 0s 17ms/step >50, 372/693, d1=0.475, d2=0.457 g=1.888 2/2 [==============================] - 0s 16ms/step >50, 373/693, d1=0.445, d2=0.464 g=1.668 2/2 [==============================] - 0s 17ms/step >50, 374/693, d1=0.535, d2=0.374 g=1.780 2/2 [==============================] - 0s 17ms/step >50, 375/693, d1=0.440, d2=0.453 g=1.694 2/2 [==============================] - 0s 16ms/step >50, 376/693, d1=0.493, d2=0.493 g=1.667 2/2 [==============================] - 0s 17ms/step >50, 377/693, d1=0.453, d2=0.660 g=2.030 2/2 [==============================] - 0s 17ms/step >50, 378/693, d1=0.579, d2=0.336 g=1.862 2/2 [==============================] - 0s 17ms/step >50, 379/693, d1=0.548, d2=0.291 g=1.714 2/2 [==============================] - 0s 17ms/step >50, 380/693, d1=0.445, d2=0.630 g=1.632 2/2 [==============================] - 0s 16ms/step >50, 381/693, d1=0.484, d2=0.357 g=1.686 2/2 [==============================] - 0s 16ms/step >50, 382/693, d1=0.485, d2=0.533 g=1.682 2/2 [==============================] - 0s 17ms/step >50, 383/693, d1=0.456, d2=0.401 g=1.639 2/2 [==============================] - 0s 16ms/step >50, 384/693, d1=0.343, d2=0.318 g=1.811 2/2 [==============================] - 0s 17ms/step >50, 385/693, d1=0.597, d2=0.339 g=1.740 2/2 [==============================] - 0s 16ms/step >50, 386/693, d1=0.466, d2=0.483 g=1.595 2/2 [==============================] - 0s 16ms/step >50, 387/693, d1=0.462, d2=0.474 g=1.541 2/2 [==============================] - 0s 15ms/step >50, 388/693, d1=0.542, d2=0.350 g=1.726 2/2 [==============================] - 0s 16ms/step >50, 389/693, d1=0.482, d2=0.457 g=1.719 2/2 [==============================] - 0s 17ms/step >50, 390/693, d1=0.446, d2=0.512 g=1.684 2/2 [==============================] - 0s 17ms/step >50, 391/693, d1=0.527, d2=0.464 g=1.470 2/2 [==============================] - 0s 16ms/step >50, 392/693, d1=0.512, d2=0.400 g=1.670 2/2 [==============================] - 0s 17ms/step >50, 393/693, d1=0.304, d2=0.389 g=1.615 2/2 [==============================] - 0s 17ms/step >50, 394/693, d1=0.377, d2=0.410 g=1.740 2/2 [==============================] - 0s 17ms/step >50, 395/693, d1=0.521, d2=0.481 g=1.711 2/2 [==============================] - 0s 17ms/step >50, 396/693, d1=0.460, d2=0.447 g=1.959 2/2 [==============================] - 0s 16ms/step >50, 397/693, d1=0.465, d2=0.376 g=1.863 2/2 [==============================] - 0s 16ms/step >50, 398/693, d1=0.517, d2=0.431 g=1.653 2/2 [==============================] - 0s 16ms/step >50, 399/693, d1=0.511, d2=0.463 g=1.550 2/2 [==============================] - 0s 17ms/step >50, 400/693, d1=0.425, d2=0.424 g=1.619 2/2 [==============================] - 0s 17ms/step >50, 401/693, d1=0.659, d2=0.446 g=1.642 2/2 [==============================] - 0s 16ms/step >50, 402/693, d1=0.413, d2=0.364 g=1.567 2/2 [==============================] - 0s 16ms/step >50, 403/693, d1=0.366, d2=0.489 g=1.830 2/2 [==============================] - 0s 17ms/step >50, 404/693, d1=0.459, d2=0.341 g=1.670 2/2 [==============================] - 0s 17ms/step >50, 405/693, d1=0.644, d2=0.421 g=1.425 2/2 [==============================] - 0s 17ms/step >50, 406/693, d1=0.429, d2=0.417 g=1.529 2/2 [==============================] - 0s 17ms/step >50, 407/693, d1=0.365, d2=0.473 g=1.605 2/2 [==============================] - 0s 16ms/step >50, 408/693, d1=0.335, d2=0.294 g=1.563 2/2 [==============================] - 0s 16ms/step >50, 409/693, d1=0.461, d2=0.386 g=1.702 2/2 [==============================] - 0s 16ms/step >50, 410/693, d1=0.402, d2=0.491 g=1.816 2/2 [==============================] - 0s 17ms/step >50, 411/693, d1=0.440, d2=0.396 g=1.782 2/2 [==============================] - 0s 16ms/step >50, 412/693, d1=0.439, d2=0.324 g=1.776 2/2 [==============================] - 0s 17ms/step >50, 413/693, d1=0.484, d2=0.492 g=1.713 2/2 [==============================] - 0s 16ms/step >50, 414/693, d1=0.617, d2=0.413 g=1.718 2/2 [==============================] - 0s 17ms/step >50, 415/693, d1=0.417, d2=0.534 g=1.590 2/2 [==============================] - 0s 17ms/step >50, 416/693, d1=0.508, d2=0.501 g=1.957 2/2 [==============================] - 0s 17ms/step >50, 417/693, d1=0.713, d2=0.377 g=1.647 2/2 [==============================] - 0s 16ms/step >50, 418/693, d1=0.430, d2=0.425 g=1.570 2/2 [==============================] - 0s 17ms/step >50, 419/693, d1=0.299, d2=0.434 g=1.599 2/2 [==============================] - 0s 17ms/step >50, 420/693, d1=0.576, d2=0.399 g=1.864 2/2 [==============================] - 0s 16ms/step >50, 421/693, d1=0.467, d2=0.394 g=1.670 2/2 [==============================] - 0s 17ms/step >50, 422/693, d1=0.432, d2=0.527 g=1.734 2/2 [==============================] - 0s 17ms/step >50, 423/693, d1=0.571, d2=0.386 g=1.594 2/2 [==============================] - 0s 17ms/step >50, 424/693, d1=0.482, d2=0.520 g=1.564 2/2 [==============================] - 0s 16ms/step >50, 425/693, d1=0.439, d2=0.454 g=1.706 2/2 [==============================] - 0s 16ms/step >50, 426/693, d1=0.381, d2=0.424 g=2.047 2/2 [==============================] - 0s 17ms/step >50, 427/693, d1=0.498, d2=0.322 g=1.844 2/2 [==============================] - 0s 17ms/step >50, 428/693, d1=0.475, d2=0.350 g=1.901 2/2 [==============================] - 0s 17ms/step >50, 429/693, d1=0.330, d2=0.367 g=1.702 2/2 [==============================] - 0s 17ms/step >50, 430/693, d1=0.420, d2=0.370 g=1.729 2/2 [==============================] - 0s 17ms/step >50, 431/693, d1=0.447, d2=0.377 g=1.900 2/2 [==============================] - 0s 17ms/step >50, 432/693, d1=0.469, d2=0.389 g=1.964 2/2 [==============================] - 0s 17ms/step >50, 433/693, d1=0.478, d2=0.467 g=1.777 2/2 [==============================] - 0s 16ms/step >50, 434/693, d1=0.384, d2=0.319 g=2.062 2/2 [==============================] - 0s 17ms/step >50, 435/693, d1=0.423, d2=0.296 g=1.612 2/2 [==============================] - 0s 16ms/step >50, 436/693, d1=0.419, d2=0.388 g=1.779 2/2 [==============================] - 0s 17ms/step >50, 437/693, d1=0.480, d2=0.497 g=1.775 2/2 [==============================] - 0s 16ms/step >50, 438/693, d1=0.461, d2=0.443 g=1.708 2/2 [==============================] - 0s 16ms/step >50, 439/693, d1=0.435, d2=0.366 g=1.681 2/2 [==============================] - 0s 16ms/step >50, 440/693, d1=0.516, d2=0.395 g=1.903 2/2 [==============================] - 0s 17ms/step >50, 441/693, d1=0.331, d2=0.306 g=1.828 2/2 [==============================] - 0s 17ms/step >50, 442/693, d1=0.551, d2=0.417 g=1.670 2/2 [==============================] - 0s 19ms/step >50, 443/693, d1=0.327, d2=0.378 g=1.803 2/2 [==============================] - 0s 17ms/step >50, 444/693, d1=0.495, d2=0.388 g=1.646 2/2 [==============================] - 0s 18ms/step >50, 445/693, d1=0.375, d2=0.541 g=1.700 2/2 [==============================] - 0s 17ms/step >50, 446/693, d1=0.333, d2=0.367 g=1.930 2/2 [==============================] - 0s 17ms/step >50, 447/693, d1=0.441, d2=0.415 g=1.819 2/2 [==============================] - 0s 16ms/step >50, 448/693, d1=0.483, d2=0.428 g=2.006 2/2 [==============================] - 0s 17ms/step >50, 449/693, d1=0.421, d2=0.365 g=2.117 2/2 [==============================] - 0s 17ms/step >50, 450/693, d1=0.529, d2=0.380 g=1.698 2/2 [==============================] - 0s 16ms/step >50, 451/693, d1=0.557, d2=0.498 g=1.917 2/2 [==============================] - 0s 17ms/step >50, 452/693, d1=0.482, d2=0.392 g=2.111 2/2 [==============================] - 0s 17ms/step >50, 453/693, d1=0.444, d2=0.356 g=1.780 2/2 [==============================] - 0s 16ms/step >50, 454/693, d1=0.456, d2=0.365 g=1.749 2/2 [==============================] - 0s 17ms/step >50, 455/693, d1=0.330, d2=0.518 g=1.858 2/2 [==============================] - 0s 17ms/step >50, 456/693, d1=0.415, d2=0.375 g=1.911 2/2 [==============================] - 0s 17ms/step >50, 457/693, d1=0.544, d2=0.457 g=1.645 2/2 [==============================] - 0s 16ms/step >50, 458/693, d1=0.447, d2=0.520 g=1.727 2/2 [==============================] - 0s 17ms/step >50, 459/693, d1=0.495, d2=0.429 g=1.852 2/2 [==============================] - 0s 16ms/step >50, 460/693, d1=0.542, d2=0.362 g=1.682 2/2 [==============================] - 0s 18ms/step >50, 461/693, d1=0.449, d2=0.450 g=1.810 2/2 [==============================] - 0s 16ms/step >50, 462/693, d1=0.519, d2=0.426 g=1.785 2/2 [==============================] - 0s 16ms/step >50, 463/693, d1=0.396, d2=0.379 g=1.897 2/2 [==============================] - 0s 16ms/step >50, 464/693, d1=0.333, d2=0.353 g=1.780 2/2 [==============================] - 0s 17ms/step >50, 465/693, d1=0.468, d2=0.453 g=1.763 2/2 [==============================] - 0s 17ms/step >50, 466/693, d1=0.505, d2=0.389 g=1.831 2/2 [==============================] - 0s 17ms/step >50, 467/693, d1=0.375, d2=0.397 g=1.840 2/2 [==============================] - 0s 17ms/step >50, 468/693, d1=0.424, d2=0.277 g=1.784 2/2 [==============================] - 0s 16ms/step >50, 469/693, d1=0.400, d2=0.362 g=1.635 2/2 [==============================] - 0s 17ms/step >50, 470/693, d1=0.338, d2=0.398 g=1.871 2/2 [==============================] - 0s 16ms/step >50, 471/693, d1=0.546, d2=0.319 g=1.855 2/2 [==============================] - 0s 16ms/step >50, 472/693, d1=0.488, d2=0.347 g=1.809 2/2 [==============================] - 0s 17ms/step >50, 473/693, d1=0.439, d2=0.423 g=1.668 2/2 [==============================] - 0s 17ms/step >50, 474/693, d1=0.482, d2=0.481 g=1.852 2/2 [==============================] - 0s 17ms/step >50, 475/693, d1=0.424, d2=0.416 g=1.681 2/2 [==============================] - 0s 16ms/step >50, 476/693, d1=0.441, d2=0.404 g=1.855 2/2 [==============================] - 0s 17ms/step >50, 477/693, d1=0.591, d2=0.465 g=1.667 2/2 [==============================] - 0s 17ms/step >50, 478/693, d1=0.308, d2=0.482 g=1.954 2/2 [==============================] - 0s 18ms/step >50, 479/693, d1=0.569, d2=0.402 g=1.751 2/2 [==============================] - 0s 16ms/step >50, 480/693, d1=0.525, d2=0.469 g=1.835 2/2 [==============================] - 0s 17ms/step >50, 481/693, d1=0.531, d2=0.374 g=1.703 2/2 [==============================] - 0s 16ms/step >50, 482/693, d1=0.467, d2=0.539 g=1.817 2/2 [==============================] - 0s 17ms/step >50, 483/693, d1=0.799, d2=0.490 g=1.474 2/2 [==============================] - 0s 17ms/step >50, 484/693, d1=0.467, d2=0.461 g=1.690 2/2 [==============================] - 0s 16ms/step >50, 485/693, d1=0.471, d2=0.488 g=1.661 2/2 [==============================] - 0s 17ms/step >50, 486/693, d1=0.510, d2=0.430 g=1.653 2/2 [==============================] - 0s 17ms/step >50, 487/693, d1=0.495, d2=0.485 g=1.598 2/2 [==============================] - 0s 17ms/step >50, 488/693, d1=0.378, d2=0.426 g=1.828 2/2 [==============================] - 0s 16ms/step >50, 489/693, d1=0.477, d2=0.335 g=1.767 2/2 [==============================] - 0s 17ms/step >50, 490/693, d1=0.388, d2=0.419 g=1.775 2/2 [==============================] - 0s 15ms/step >50, 491/693, d1=0.640, d2=0.463 g=1.832 2/2 [==============================] - 0s 17ms/step >50, 492/693, d1=0.313, d2=0.314 g=1.808 2/2 [==============================] - 0s 16ms/step >50, 493/693, d1=0.534, d2=0.493 g=1.806 2/2 [==============================] - 0s 17ms/step >50, 494/693, d1=0.441, d2=0.337 g=1.689 2/2 [==============================] - 0s 18ms/step >50, 495/693, d1=0.509, d2=0.396 g=1.583 2/2 [==============================] - 0s 17ms/step >50, 496/693, d1=0.304, d2=0.415 g=1.665 2/2 [==============================] - 0s 16ms/step >50, 497/693, d1=0.525, d2=0.362 g=1.584 2/2 [==============================] - 0s 18ms/step >50, 498/693, d1=0.406, d2=0.595 g=1.634 2/2 [==============================] - 0s 15ms/step >50, 499/693, d1=0.528, d2=0.340 g=1.741 2/2 [==============================] - 0s 17ms/step >50, 500/693, d1=0.590, d2=0.429 g=1.683 2/2 [==============================] - 0s 16ms/step >50, 501/693, d1=0.512, d2=0.553 g=1.611 2/2 [==============================] - 0s 17ms/step >50, 502/693, d1=0.364, d2=0.497 g=1.581 2/2 [==============================] - 0s 17ms/step >50, 503/693, d1=0.420, d2=0.297 g=1.913 2/2 [==============================] - 0s 17ms/step >50, 504/693, d1=0.627, d2=0.355 g=1.790 2/2 [==============================] - 0s 16ms/step >50, 505/693, d1=0.380, d2=0.445 g=1.755 2/2 [==============================] - 0s 16ms/step >50, 506/693, d1=0.472, d2=0.245 g=1.702 2/2 [==============================] - 0s 17ms/step >50, 507/693, d1=0.352, d2=0.401 g=1.714 2/2 [==============================] - 0s 16ms/step >50, 508/693, d1=0.529, d2=0.376 g=1.678 2/2 [==============================] - 0s 17ms/step >50, 509/693, d1=0.438, d2=0.345 g=1.690 2/2 [==============================] - 0s 17ms/step >50, 510/693, d1=0.345, d2=0.479 g=1.791 2/2 [==============================] - 0s 17ms/step >50, 511/693, d1=0.481, d2=0.383 g=1.728 2/2 [==============================] - 0s 17ms/step >50, 512/693, d1=0.408, d2=0.477 g=1.782 2/2 [==============================] - 0s 17ms/step >50, 513/693, d1=0.499, d2=0.450 g=1.954 2/2 [==============================] - 0s 16ms/step >50, 514/693, d1=0.434, d2=0.313 g=1.848 2/2 [==============================] - 0s 16ms/step >50, 515/693, d1=0.520, d2=0.350 g=1.728 2/2 [==============================] - 0s 17ms/step >50, 516/693, d1=0.493, d2=0.398 g=1.837 2/2 [==============================] - 0s 16ms/step >50, 517/693, d1=0.384, d2=0.347 g=1.896 2/2 [==============================] - 0s 17ms/step >50, 518/693, d1=0.435, d2=0.414 g=1.883 2/2 [==============================] - 0s 16ms/step >50, 519/693, d1=0.610, d2=0.395 g=1.773 2/2 [==============================] - 0s 17ms/step >50, 520/693, d1=0.541, d2=0.392 g=1.753 2/2 [==============================] - 0s 17ms/step >50, 521/693, d1=0.448, d2=0.514 g=1.650 2/2 [==============================] - 0s 16ms/step >50, 522/693, d1=0.545, d2=0.463 g=1.597 2/2 [==============================] - 0s 17ms/step >50, 523/693, d1=0.512, d2=0.415 g=1.607 2/2 [==============================] - 0s 17ms/step >50, 524/693, d1=0.613, d2=0.424 g=1.440 2/2 [==============================] - 0s 17ms/step >50, 525/693, d1=0.448, d2=0.541 g=1.575 2/2 [==============================] - 0s 16ms/step >50, 526/693, d1=0.386, d2=0.495 g=1.796 2/2 [==============================] - 0s 17ms/step >50, 527/693, d1=0.561, d2=0.414 g=1.684 2/2 [==============================] - 0s 17ms/step >50, 528/693, d1=0.402, d2=0.324 g=1.777 2/2 [==============================] - 0s 16ms/step >50, 529/693, d1=0.464, d2=0.431 g=1.738 2/2 [==============================] - 0s 16ms/step >50, 530/693, d1=0.399, d2=0.398 g=1.831 2/2 [==============================] - 0s 18ms/step >50, 531/693, d1=0.404, d2=0.443 g=1.826 2/2 [==============================] - 0s 17ms/step >50, 532/693, d1=0.551, d2=0.456 g=1.827 2/2 [==============================] - 0s 16ms/step >50, 533/693, d1=0.486, d2=0.369 g=1.697 2/2 [==============================] - 0s 17ms/step >50, 534/693, d1=0.452, d2=0.397 g=1.578 2/2 [==============================] - 0s 16ms/step >50, 535/693, d1=0.404, d2=0.426 g=1.547 2/2 [==============================] - 0s 16ms/step >50, 536/693, d1=0.479, d2=0.488 g=1.700 2/2 [==============================] - 0s 16ms/step >50, 537/693, d1=0.533, d2=0.353 g=1.617 2/2 [==============================] - 0s 16ms/step >50, 538/693, d1=0.451, d2=0.385 g=1.652 2/2 [==============================] - 0s 16ms/step >50, 539/693, d1=0.357, d2=0.593 g=1.820 2/2 [==============================] - 0s 17ms/step >50, 540/693, d1=0.356, d2=0.310 g=1.842 2/2 [==============================] - 0s 17ms/step >50, 541/693, d1=0.591, d2=0.502 g=1.649 2/2 [==============================] - 0s 17ms/step >50, 542/693, d1=0.444, d2=0.311 g=1.826 2/2 [==============================] - 0s 17ms/step >50, 543/693, d1=0.427, d2=0.396 g=1.751 2/2 [==============================] - 0s 18ms/step >50, 544/693, d1=0.445, d2=0.437 g=1.587 2/2 [==============================] - 0s 16ms/step >50, 545/693, d1=0.590, d2=0.389 g=1.517 2/2 [==============================] - 0s 17ms/step >50, 546/693, d1=0.440, d2=0.483 g=1.560 2/2 [==============================] - 0s 16ms/step >50, 547/693, d1=0.447, d2=0.312 g=1.693 2/2 [==============================] - 0s 17ms/step >50, 548/693, d1=0.487, d2=0.441 g=1.659 2/2 [==============================] - 0s 16ms/step >50, 549/693, d1=0.418, d2=0.403 g=1.745 2/2 [==============================] - 0s 16ms/step >50, 550/693, d1=0.594, d2=0.450 g=1.808 2/2 [==============================] - 0s 17ms/step >50, 551/693, d1=0.470, d2=0.321 g=1.756 2/2 [==============================] - 0s 17ms/step >50, 552/693, d1=0.443, d2=0.347 g=1.677 2/2 [==============================] - 0s 16ms/step >50, 553/693, d1=0.451, d2=0.419 g=1.611 2/2 [==============================] - 0s 16ms/step >50, 554/693, d1=0.407, d2=0.457 g=1.624 2/2 [==============================] - 0s 16ms/step >50, 555/693, d1=0.347, d2=0.521 g=1.839 2/2 [==============================] - 0s 17ms/step >50, 556/693, d1=0.536, d2=0.495 g=1.808 2/2 [==============================] - 0s 16ms/step >50, 557/693, d1=0.436, d2=0.359 g=1.805 2/2 [==============================] - 0s 16ms/step >50, 558/693, d1=0.468, d2=0.381 g=1.656 2/2 [==============================] - 0s 16ms/step >50, 559/693, d1=0.362, d2=0.399 g=1.766 2/2 [==============================] - 0s 16ms/step >50, 560/693, d1=0.485, d2=0.412 g=1.778 2/2 [==============================] - 0s 17ms/step >50, 561/693, d1=0.537, d2=0.447 g=1.644 2/2 [==============================] - 0s 17ms/step >50, 562/693, d1=0.452, d2=0.473 g=1.634 2/2 [==============================] - 0s 17ms/step >50, 563/693, d1=0.454, d2=0.482 g=1.822 2/2 [==============================] - 0s 16ms/step >50, 564/693, d1=0.555, d2=0.379 g=1.823 2/2 [==============================] - 0s 16ms/step >50, 565/693, d1=0.508, d2=0.438 g=1.803 2/2 [==============================] - 0s 17ms/step >50, 566/693, d1=0.501, d2=0.461 g=1.779 2/2 [==============================] - 0s 17ms/step >50, 567/693, d1=0.499, d2=0.559 g=1.872 2/2 [==============================] - 0s 17ms/step >50, 568/693, d1=0.659, d2=0.376 g=1.709 2/2 [==============================] - 0s 17ms/step >50, 569/693, d1=0.515, d2=0.462 g=1.650 2/2 [==============================] - 0s 17ms/step >50, 570/693, d1=0.458, d2=0.429 g=1.695 2/2 [==============================] - 0s 16ms/step >50, 571/693, d1=0.590, d2=0.496 g=1.610 2/2 [==============================] - 0s 16ms/step >50, 572/693, d1=0.391, d2=0.447 g=1.639 2/2 [==============================] - 0s 17ms/step >50, 573/693, d1=0.431, d2=0.407 g=1.984 2/2 [==============================] - 0s 16ms/step >50, 574/693, d1=0.411, d2=0.286 g=1.848 2/2 [==============================] - 0s 18ms/step >50, 575/693, d1=0.417, d2=0.361 g=1.822 2/2 [==============================] - 0s 18ms/step >50, 576/693, d1=0.433, d2=0.385 g=1.805 2/2 [==============================] - 0s 16ms/step >50, 577/693, d1=0.458, d2=0.382 g=1.704 2/2 [==============================] - 0s 17ms/step >50, 578/693, d1=0.341, d2=0.501 g=1.853 2/2 [==============================] - 0s 16ms/step >50, 579/693, d1=0.438, d2=0.410 g=1.723 2/2 [==============================] - 0s 17ms/step >50, 580/693, d1=0.465, d2=0.358 g=1.967 2/2 [==============================] - 0s 16ms/step >50, 581/693, d1=0.420, d2=0.345 g=1.657 2/2 [==============================] - 0s 17ms/step >50, 582/693, d1=0.498, d2=0.396 g=1.637 2/2 [==============================] - 0s 16ms/step >50, 583/693, d1=0.382, d2=0.355 g=1.582 2/2 [==============================] - 0s 18ms/step >50, 584/693, d1=0.460, d2=0.419 g=1.702 2/2 [==============================] - 0s 17ms/step >50, 585/693, d1=0.434, d2=0.465 g=1.629 2/2 [==============================] - 0s 17ms/step >50, 586/693, d1=0.430, d2=0.373 g=1.722 2/2 [==============================] - 0s 15ms/step >50, 587/693, d1=0.433, d2=0.482 g=1.842 2/2 [==============================] - 0s 18ms/step >50, 588/693, d1=0.527, d2=0.355 g=1.572 2/2 [==============================] - 0s 17ms/step >50, 589/693, d1=0.369, d2=0.438 g=1.787 2/2 [==============================] - 0s 17ms/step >50, 590/693, d1=0.443, d2=0.564 g=1.868 2/2 [==============================] - 0s 16ms/step >50, 591/693, d1=0.779, d2=0.313 g=1.512 2/2 [==============================] - 0s 17ms/step >50, 592/693, d1=0.473, d2=0.500 g=1.667 2/2 [==============================] - 0s 16ms/step >50, 593/693, d1=0.440, d2=0.520 g=1.640 2/2 [==============================] - 0s 16ms/step >50, 594/693, d1=0.385, d2=0.498 g=1.833 2/2 [==============================] - 0s 17ms/step >50, 595/693, d1=0.465, d2=0.403 g=1.807 2/2 [==============================] - 0s 17ms/step >50, 596/693, d1=0.593, d2=0.336 g=1.719 2/2 [==============================] - 0s 17ms/step >50, 597/693, d1=0.514, d2=0.410 g=1.681 2/2 [==============================] - 0s 17ms/step >50, 598/693, d1=0.484, d2=0.508 g=1.696 2/2 [==============================] - 0s 17ms/step >50, 599/693, d1=0.447, d2=0.397 g=1.586 2/2 [==============================] - 0s 17ms/step >50, 600/693, d1=0.305, d2=0.359 g=1.947 2/2 [==============================] - 0s 17ms/step >50, 601/693, d1=0.394, d2=0.345 g=1.937 2/2 [==============================] - 0s 16ms/step >50, 602/693, d1=0.517, d2=0.474 g=2.109 2/2 [==============================] - 0s 17ms/step >50, 603/693, d1=0.597, d2=0.327 g=1.677 2/2 [==============================] - 0s 17ms/step >50, 604/693, d1=0.487, d2=0.476 g=1.726 2/2 [==============================] - 0s 16ms/step >50, 605/693, d1=0.616, d2=0.529 g=1.589 2/2 [==============================] - 0s 16ms/step >50, 606/693, d1=0.417, d2=0.516 g=1.955 2/2 [==============================] - 0s 16ms/step >50, 607/693, d1=0.472, d2=0.420 g=1.770 2/2 [==============================] - 0s 17ms/step >50, 608/693, d1=0.562, d2=0.391 g=1.723 2/2 [==============================] - 0s 17ms/step >50, 609/693, d1=0.593, d2=0.452 g=1.552 2/2 [==============================] - 0s 16ms/step >50, 610/693, d1=0.410, d2=0.482 g=1.779 2/2 [==============================] - 0s 16ms/step >50, 611/693, d1=0.461, d2=0.346 g=1.654 2/2 [==============================] - 0s 16ms/step >50, 612/693, d1=0.428, d2=0.474 g=1.825 2/2 [==============================] - 0s 17ms/step >50, 613/693, d1=0.457, d2=0.378 g=1.738 2/2 [==============================] - 0s 16ms/step >50, 614/693, d1=0.442, d2=0.400 g=1.644 2/2 [==============================] - 0s 17ms/step >50, 615/693, d1=0.446, d2=0.434 g=1.896 2/2 [==============================] - 0s 17ms/step >50, 616/693, d1=0.567, d2=0.330 g=1.581 2/2 [==============================] - 0s 17ms/step >50, 617/693, d1=0.440, d2=0.476 g=1.669 2/2 [==============================] - 0s 16ms/step >50, 618/693, d1=0.518, d2=0.328 g=1.666 2/2 [==============================] - 0s 17ms/step >50, 619/693, d1=0.508, d2=0.429 g=1.516 2/2 [==============================] - 0s 17ms/step >50, 620/693, d1=0.490, d2=0.355 g=1.487 2/2 [==============================] - 0s 17ms/step >50, 621/693, d1=0.500, d2=0.428 g=1.683 2/2 [==============================] - 0s 16ms/step >50, 622/693, d1=0.411, d2=0.495 g=1.641 2/2 [==============================] - 0s 17ms/step >50, 623/693, d1=0.399, d2=0.509 g=1.961 2/2 [==============================] - 0s 17ms/step >50, 624/693, d1=0.615, d2=0.399 g=1.499 2/2 [==============================] - 0s 17ms/step >50, 625/693, d1=0.445, d2=0.432 g=1.839 2/2 [==============================] - 0s 18ms/step >50, 626/693, d1=0.520, d2=0.398 g=1.812 2/2 [==============================] - 0s 17ms/step >50, 627/693, d1=0.327, d2=0.497 g=1.673 2/2 [==============================] - 0s 16ms/step >50, 628/693, d1=0.438, d2=0.403 g=1.827 2/2 [==============================] - 0s 16ms/step >50, 629/693, d1=0.440, d2=0.353 g=1.666 2/2 [==============================] - 0s 16ms/step >50, 630/693, d1=0.579, d2=0.411 g=1.647 2/2 [==============================] - 0s 17ms/step >50, 631/693, d1=0.355, d2=0.398 g=1.918 2/2 [==============================] - 0s 16ms/step >50, 632/693, d1=0.486, d2=0.449 g=1.894 2/2 [==============================] - 0s 18ms/step >50, 633/693, d1=0.465, d2=0.419 g=1.807 2/2 [==============================] - 0s 18ms/step >50, 634/693, d1=0.537, d2=0.418 g=1.630 2/2 [==============================] - 0s 16ms/step >50, 635/693, d1=0.400, d2=0.410 g=1.909 2/2 [==============================] - 0s 16ms/step >50, 636/693, d1=0.688, d2=0.515 g=1.620 2/2 [==============================] - 0s 17ms/step >50, 637/693, d1=0.416, d2=0.453 g=1.779 2/2 [==============================] - 0s 17ms/step >50, 638/693, d1=0.436, d2=0.333 g=1.573 2/2 [==============================] - 0s 17ms/step >50, 639/693, d1=0.435, d2=0.506 g=1.912 2/2 [==============================] - 0s 16ms/step >50, 640/693, d1=0.407, d2=0.414 g=1.718 2/2 [==============================] - 0s 17ms/step >50, 641/693, d1=0.495, d2=0.408 g=1.709 2/2 [==============================] - 0s 17ms/step >50, 642/693, d1=0.402, d2=0.473 g=1.894 2/2 [==============================] - 0s 17ms/step >50, 643/693, d1=0.635, d2=0.485 g=1.696 2/2 [==============================] - 0s 17ms/step >50, 644/693, d1=0.423, d2=0.434 g=1.730 2/2 [==============================] - 0s 18ms/step >50, 645/693, d1=0.416, d2=0.360 g=1.711 2/2 [==============================] - 0s 18ms/step >50, 646/693, d1=0.415, d2=0.329 g=1.884 2/2 [==============================] - 0s 16ms/step >50, 647/693, d1=0.602, d2=0.469 g=1.763 2/2 [==============================] - 0s 16ms/step >50, 648/693, d1=0.531, d2=0.418 g=1.695 2/2 [==============================] - 0s 16ms/step >50, 649/693, d1=0.450, d2=0.425 g=1.806 2/2 [==============================] - 0s 16ms/step >50, 650/693, d1=0.387, d2=0.433 g=1.624 2/2 [==============================] - 0s 16ms/step >50, 651/693, d1=0.398, d2=0.410 g=1.848 2/2 [==============================] - 0s 17ms/step >50, 652/693, d1=0.542, d2=0.413 g=2.012 2/2 [==============================] - 0s 17ms/step >50, 653/693, d1=0.511, d2=0.341 g=1.893 2/2 [==============================] - 0s 16ms/step >50, 654/693, d1=0.387, d2=0.304 g=1.794 2/2 [==============================] - 0s 18ms/step >50, 655/693, d1=0.365, d2=0.596 g=1.814 2/2 [==============================] - 0s 17ms/step >50, 656/693, d1=0.294, d2=0.328 g=2.051 2/2 [==============================] - 0s 15ms/step >50, 657/693, d1=0.598, d2=0.436 g=1.729 2/2 [==============================] - 0s 17ms/step >50, 658/693, d1=0.543, d2=0.410 g=1.758 2/2 [==============================] - 0s 18ms/step >50, 659/693, d1=0.424, d2=0.514 g=1.762 2/2 [==============================] - 0s 16ms/step >50, 660/693, d1=0.599, d2=0.443 g=1.958 2/2 [==============================] - 0s 16ms/step >50, 661/693, d1=0.537, d2=0.464 g=1.911 2/2 [==============================] - 0s 16ms/step >50, 662/693, d1=0.501, d2=0.391 g=1.819 2/2 [==============================] - 0s 16ms/step >50, 663/693, d1=0.497, d2=0.401 g=1.699 2/2 [==============================] - 0s 17ms/step >50, 664/693, d1=0.435, d2=0.494 g=1.581 2/2 [==============================] - 0s 16ms/step >50, 665/693, d1=0.489, d2=0.563 g=1.763 2/2 [==============================] - 0s 16ms/step >50, 666/693, d1=0.513, d2=0.361 g=1.866 2/2 [==============================] - 0s 17ms/step >50, 667/693, d1=0.559, d2=0.430 g=1.753 2/2 [==============================] - 0s 17ms/step >50, 668/693, d1=0.579, d2=0.319 g=1.686 2/2 [==============================] - 0s 16ms/step >50, 669/693, d1=0.407, d2=0.475 g=1.675 2/2 [==============================] - 0s 17ms/step >50, 670/693, d1=0.387, d2=0.560 g=2.006 2/2 [==============================] - 0s 16ms/step >50, 671/693, d1=0.446, d2=0.353 g=1.947 2/2 [==============================] - 0s 16ms/step >50, 672/693, d1=0.451, d2=0.320 g=1.676 2/2 [==============================] - 0s 16ms/step >50, 673/693, d1=0.514, d2=0.376 g=1.772 2/2 [==============================] - 0s 17ms/step >50, 674/693, d1=0.312, d2=0.576 g=1.844 2/2 [==============================] - 0s 16ms/step >50, 675/693, d1=0.464, d2=0.362 g=2.225 2/2 [==============================] - 0s 17ms/step >50, 676/693, d1=0.601, d2=0.334 g=1.834 2/2 [==============================] - 0s 16ms/step >50, 677/693, d1=0.474, d2=0.440 g=1.740 2/2 [==============================] - 0s 16ms/step >50, 678/693, d1=0.511, d2=0.438 g=1.482 2/2 [==============================] - 0s 18ms/step >50, 679/693, d1=0.408, d2=0.374 g=1.612 2/2 [==============================] - 0s 16ms/step >50, 680/693, d1=0.424, d2=0.362 g=1.797 2/2 [==============================] - 0s 17ms/step >50, 681/693, d1=0.414, d2=0.389 g=1.788 2/2 [==============================] - 0s 17ms/step >50, 682/693, d1=0.369, d2=0.388 g=1.772 2/2 [==============================] - 0s 17ms/step >50, 683/693, d1=0.546, d2=0.371 g=1.805 2/2 [==============================] - 0s 16ms/step >50, 684/693, d1=0.387, d2=0.415 g=1.703 2/2 [==============================] - 0s 18ms/step >50, 685/693, d1=0.423, d2=0.360 g=1.901 2/2 [==============================] - 0s 17ms/step >50, 686/693, d1=0.569, d2=0.350 g=1.885 2/2 [==============================] - 0s 16ms/step >50, 687/693, d1=0.371, d2=0.333 g=1.872 2/2 [==============================] - 0s 17ms/step >50, 688/693, d1=0.497, d2=0.427 g=1.861 2/2 [==============================] - 0s 16ms/step >50, 689/693, d1=0.498, d2=0.412 g=1.585 2/2 [==============================] - 0s 16ms/step >50, 690/693, d1=0.403, d2=0.514 g=1.759 2/2 [==============================] - 0s 16ms/step >50, 691/693, d1=0.182, d2=0.388 g=1.962 2/2 [==============================] - 0s 16ms/step >50, 692/693, d1=0.423, d2=0.269 g=1.898 2/2 [==============================] - 0s 17ms/step >50, 693/693, d1=0.596, d2=0.408 g=1.771 5/5 [==============================] - 0s 17ms/step >Accuracy real: 71%, fake: 93% >SSIM score: 0.1221 WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model. 5/5 [==============================] - 0s 18ms/step 2/2 [==============================] - 0s 17ms/step >51, 1/693, d1=0.520, d2=0.541 g=1.614 2/2 [==============================] - 0s 16ms/step >51, 2/693, d1=0.490, d2=0.429 g=1.753 2/2 [==============================] - 0s 16ms/step >51, 3/693, d1=0.516, d2=0.431 g=1.534 2/2 [==============================] - 0s 17ms/step >51, 4/693, d1=0.539, d2=0.558 g=1.649 2/2 [==============================] - 0s 17ms/step >51, 5/693, d1=0.458, d2=0.436 g=1.683 2/2 [==============================] - 0s 17ms/step >51, 6/693, d1=0.395, d2=0.399 g=1.710 2/2 [==============================] - 0s 16ms/step >51, 7/693, d1=0.408, d2=0.517 g=1.779 2/2 [==============================] - 0s 19ms/step >51, 8/693, d1=0.477, d2=0.359 g=1.728 2/2 [==============================] - 0s 17ms/step >51, 9/693, d1=0.444, d2=0.424 g=1.845 2/2 [==============================] - 0s 16ms/step >51, 10/693, d1=0.384, d2=0.423 g=1.715 2/2 [==============================] - 0s 17ms/step >51, 11/693, d1=0.533, d2=0.438 g=1.688 2/2 [==============================] - 0s 16ms/step >51, 12/693, d1=0.453, d2=0.512 g=1.742 2/2 [==============================] - 0s 17ms/step >51, 13/693, d1=0.539, d2=0.421 g=1.696 2/2 [==============================] - 0s 16ms/step >51, 14/693, d1=0.515, d2=0.357 g=1.772 2/2 [==============================] - 0s 17ms/step >51, 15/693, d1=0.455, d2=0.311 g=1.934 2/2 [==============================] - 0s 17ms/step >51, 16/693, d1=0.655, d2=0.438 g=1.516 2/2 [==============================] - 0s 17ms/step >51, 17/693, d1=0.377, d2=0.482 g=1.762 2/2 [==============================] - 0s 16ms/step >51, 18/693, d1=0.516, d2=0.377 g=1.553 2/2 [==============================] - 0s 16ms/step >51, 19/693, d1=0.455, d2=0.456 g=1.509 2/2 [==============================] - 0s 16ms/step >51, 20/693, d1=0.478, d2=0.513 g=1.787 2/2 [==============================] - 0s 18ms/step >51, 21/693, d1=0.449, d2=0.380 g=1.811 2/2 [==============================] - 0s 16ms/step >51, 22/693, d1=0.608, d2=0.411 g=1.640 2/2 [==============================] - 0s 17ms/step >51, 23/693, d1=0.363, d2=0.424 g=1.530 2/2 [==============================] - 0s 17ms/step >51, 24/693, d1=0.442, d2=0.441 g=1.669 2/2 [==============================] - 0s 17ms/step >51, 25/693, d1=0.509, d2=0.446 g=1.672 2/2 [==============================] - 0s 16ms/step >51, 26/693, d1=0.477, d2=0.369 g=1.725 2/2 [==============================] - 0s 20ms/step >51, 27/693, d1=0.456, d2=0.407 g=1.805 2/2 [==============================] - 0s 16ms/step >51, 28/693, d1=0.541, d2=0.407 g=1.675 2/2 [==============================] - 0s 17ms/step >51, 29/693, d1=0.317, d2=0.397 g=1.672 2/2 [==============================] - 0s 16ms/step >51, 30/693, d1=0.427, d2=0.315 g=1.672 2/2 [==============================] - 0s 17ms/step >51, 31/693, d1=0.581, d2=0.473 g=1.778 2/2 [==============================] - 0s 17ms/step >51, 32/693, d1=0.491, d2=0.378 g=1.781 2/2 [==============================] - 0s 16ms/step >51, 33/693, d1=0.559, d2=0.376 g=1.721 2/2 [==============================] - 0s 16ms/step >51, 34/693, d1=0.475, d2=0.373 g=1.713 2/2 [==============================] - 0s 16ms/step >51, 35/693, d1=0.370, d2=0.421 g=1.544 2/2 [==============================] - 0s 16ms/step >51, 36/693, d1=0.352, d2=0.451 g=1.791 2/2 [==============================] - 0s 16ms/step >51, 37/693, d1=0.550, d2=0.457 g=1.695 2/2 [==============================] - 0s 16ms/step >51, 38/693, d1=0.436, d2=0.358 g=1.936 2/2 [==============================] - 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0s 16ms/step >52, 226/693, d1=0.448, d2=0.343 g=1.770 2/2 [==============================] - 0s 18ms/step >52, 227/693, d1=0.472, d2=0.351 g=1.856 2/2 [==============================] - 0s 17ms/step >52, 228/693, d1=0.562, d2=0.491 g=1.790 2/2 [==============================] - 0s 17ms/step >52, 229/693, d1=0.345, d2=0.363 g=1.942 2/2 [==============================] - 0s 17ms/step >52, 230/693, d1=0.603, d2=0.297 g=1.722 2/2 [==============================] - 0s 16ms/step >52, 231/693, d1=0.509, d2=0.505 g=1.600 2/2 [==============================] - 0s 17ms/step >52, 232/693, d1=0.432, d2=0.519 g=1.749 2/2 [==============================] - 0s 16ms/step >52, 233/693, d1=0.557, d2=0.428 g=1.819 2/2 [==============================] - 0s 17ms/step >52, 234/693, d1=0.348, d2=0.329 g=1.850 2/2 [==============================] - 0s 17ms/step >52, 235/693, d1=0.324, d2=0.275 g=1.920 2/2 [==============================] - 0s 16ms/step >52, 236/693, d1=0.371, d2=0.487 g=1.749 2/2 [==============================] - 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0s 17ms/step >52, 380/693, d1=0.475, d2=0.357 g=1.863 2/2 [==============================] - 0s 16ms/step >52, 381/693, d1=0.339, d2=0.302 g=1.740 2/2 [==============================] - 0s 17ms/step >52, 382/693, d1=0.476, d2=0.465 g=1.723 2/2 [==============================] - 0s 17ms/step >52, 383/693, d1=0.407, d2=0.320 g=1.880 2/2 [==============================] - 0s 16ms/step >52, 384/693, d1=0.516, d2=0.390 g=1.678 2/2 [==============================] - 0s 16ms/step >52, 385/693, d1=0.428, d2=0.356 g=1.786 2/2 [==============================] - 0s 16ms/step >52, 386/693, d1=0.334, d2=0.377 g=1.923 2/2 [==============================] - 0s 16ms/step >52, 387/693, d1=0.676, d2=0.445 g=1.699 2/2 [==============================] - 0s 17ms/step >52, 388/693, d1=0.377, d2=0.473 g=1.671 2/2 [==============================] - 0s 16ms/step >52, 389/693, d1=0.382, d2=0.361 g=1.889 2/2 [==============================] - 0s 17ms/step >52, 390/693, d1=0.555, d2=0.456 g=1.709 2/2 [==============================] - 0s 17ms/step >52, 391/693, d1=0.513, d2=0.406 g=1.532 2/2 [==============================] - 0s 16ms/step >52, 392/693, d1=0.529, d2=0.378 g=1.594 2/2 [==============================] - 0s 17ms/step >52, 393/693, d1=0.397, d2=0.403 g=1.574 2/2 [==============================] - 0s 16ms/step >52, 394/693, d1=0.282, d2=0.446 g=2.145 2/2 [==============================] - 0s 16ms/step >52, 395/693, d1=0.545, d2=0.339 g=1.973 2/2 [==============================] - 0s 16ms/step >52, 396/693, d1=0.440, d2=0.346 g=1.938 2/2 [==============================] - 0s 16ms/step >52, 397/693, d1=0.414, d2=0.328 g=2.032 2/2 [==============================] - 0s 17ms/step >52, 398/693, d1=0.486, d2=0.258 g=1.971 2/2 [==============================] - 0s 16ms/step >52, 399/693, d1=0.370, d2=0.302 g=1.790 2/2 [==============================] - 0s 17ms/step >52, 400/693, d1=0.212, d2=0.726 g=1.881 2/2 [==============================] - 0s 17ms/step >52, 401/693, d1=0.476, d2=0.459 g=2.399 2/2 [==============================] - 0s 16ms/step >52, 402/693, d1=0.442, d2=0.245 g=2.209 2/2 [==============================] - 0s 19ms/step >52, 403/693, d1=0.651, d2=0.354 g=1.750 2/2 [==============================] - 0s 17ms/step >52, 404/693, d1=0.367, d2=0.421 g=1.689 2/2 [==============================] - 0s 16ms/step >52, 405/693, d1=0.348, d2=0.463 g=1.727 2/2 [==============================] - 0s 16ms/step >52, 406/693, d1=0.331, d2=0.282 g=1.978 2/2 [==============================] - 0s 17ms/step >52, 407/693, d1=0.347, d2=0.283 g=1.817 2/2 [==============================] - 0s 16ms/step >52, 408/693, d1=0.467, d2=0.435 g=1.730 2/2 [==============================] - 0s 16ms/step >52, 409/693, d1=0.426, d2=0.461 g=1.857 2/2 [==============================] - 0s 17ms/step >52, 410/693, d1=0.452, d2=0.302 g=1.838 2/2 [==============================] - 0s 17ms/step >52, 411/693, d1=0.469, d2=0.366 g=1.738 2/2 [==============================] - 0s 16ms/step >52, 412/693, d1=0.476, d2=0.421 g=1.663 2/2 [==============================] - 0s 17ms/step >52, 413/693, d1=0.356, d2=0.314 g=1.781 2/2 [==============================] - 0s 16ms/step >52, 414/693, d1=0.294, d2=0.359 g=2.054 2/2 [==============================] - 0s 18ms/step >52, 415/693, d1=0.413, d2=0.279 g=2.127 2/2 [==============================] - 0s 16ms/step >52, 416/693, d1=0.411, d2=0.261 g=2.162 2/2 [==============================] - 0s 16ms/step >52, 417/693, d1=0.370, d2=0.307 g=1.890 2/2 [==============================] - 0s 17ms/step >52, 418/693, d1=0.587, d2=0.561 g=1.858 2/2 [==============================] - 0s 17ms/step >52, 419/693, d1=0.368, d2=0.428 g=1.844 2/2 [==============================] - 0s 16ms/step >52, 420/693, d1=0.368, d2=0.378 g=1.927 2/2 [==============================] - 0s 17ms/step >52, 421/693, d1=0.476, d2=0.405 g=1.896 2/2 [==============================] - 0s 20ms/step >52, 422/693, d1=0.409, d2=0.413 g=1.868 2/2 [==============================] - 0s 16ms/step >52, 423/693, d1=0.663, d2=0.446 g=1.878 2/2 [==============================] - 0s 16ms/step >52, 424/693, d1=0.391, d2=0.322 g=1.817 2/2 [==============================] - 0s 16ms/step >52, 425/693, d1=0.537, d2=0.431 g=1.817 2/2 [==============================] - 0s 16ms/step >52, 426/693, d1=0.445, d2=0.357 g=1.856 2/2 [==============================] - 0s 16ms/step >52, 427/693, d1=0.388, d2=0.419 g=1.830 2/2 [==============================] - 0s 17ms/step >52, 428/693, d1=0.526, d2=0.392 g=1.661 2/2 [==============================] - 0s 16ms/step >52, 429/693, d1=0.483, d2=0.380 g=1.745 2/2 [==============================] - 0s 17ms/step >52, 430/693, d1=0.384, d2=0.497 g=1.882 2/2 [==============================] - 0s 16ms/step >52, 431/693, d1=0.402, d2=0.455 g=2.168 2/2 [==============================] - 0s 17ms/step >52, 432/693, d1=0.609, d2=0.368 g=1.802 2/2 [==============================] - 0s 16ms/step >52, 433/693, d1=0.489, d2=0.405 g=1.645 2/2 [==============================] - 0s 16ms/step >52, 434/693, d1=0.563, d2=0.458 g=1.642 2/2 [==============================] - 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0s 17ms/step >52, 589/693, d1=0.381, d2=0.382 g=1.865 2/2 [==============================] - 0s 17ms/step >52, 590/693, d1=0.541, d2=0.457 g=1.737 2/2 [==============================] - 0s 16ms/step >52, 591/693, d1=0.523, d2=0.423 g=1.740 2/2 [==============================] - 0s 16ms/step >52, 592/693, d1=0.594, d2=0.365 g=1.679 2/2 [==============================] - 0s 16ms/step >52, 593/693, d1=0.511, d2=0.380 g=1.419 2/2 [==============================] - 0s 16ms/step >52, 594/693, d1=0.435, d2=0.490 g=1.590 2/2 [==============================] - 0s 16ms/step >52, 595/693, d1=0.483, d2=0.460 g=1.552 2/2 [==============================] - 0s 17ms/step >52, 596/693, d1=0.427, d2=0.547 g=1.833 2/2 [==============================] - 0s 16ms/step >52, 597/693, d1=0.477, d2=0.358 g=1.819 2/2 [==============================] - 0s 17ms/step >52, 598/693, d1=0.541, d2=0.414 g=1.780 2/2 [==============================] - 0s 17ms/step >52, 599/693, d1=0.371, d2=0.638 g=1.744 2/2 [==============================] - 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0s 17ms/step >53, 457/693, d1=0.398, d2=0.297 g=1.865 2/2 [==============================] - 0s 17ms/step >53, 458/693, d1=0.535, d2=0.401 g=1.693 2/2 [==============================] - 0s 17ms/step >53, 459/693, d1=0.529, d2=0.329 g=1.728 2/2 [==============================] - 0s 17ms/step >53, 460/693, d1=0.581, d2=0.620 g=1.683 2/2 [==============================] - 0s 16ms/step >53, 461/693, d1=0.305, d2=0.395 g=1.685 2/2 [==============================] - 0s 17ms/step >53, 462/693, d1=0.401, d2=0.371 g=2.030 2/2 [==============================] - 0s 16ms/step >53, 463/693, d1=0.580, d2=0.347 g=1.693 2/2 [==============================] - 0s 17ms/step >53, 464/693, d1=0.390, d2=0.369 g=1.898 2/2 [==============================] - 0s 17ms/step >53, 465/693, d1=0.351, d2=0.405 g=1.746 2/2 [==============================] - 0s 16ms/step >53, 466/693, d1=0.409, d2=0.342 g=1.825 2/2 [==============================] - 0s 16ms/step >53, 467/693, d1=0.489, d2=0.367 g=1.526 2/2 [==============================] - 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0s 17ms/step >59, 666/693, d1=0.455, d2=0.374 g=2.128 2/2 [==============================] - 0s 17ms/step >59, 667/693, d1=0.339, d2=0.311 g=1.961 2/2 [==============================] - 0s 16ms/step >59, 668/693, d1=0.629, d2=0.391 g=1.728 2/2 [==============================] - 0s 17ms/step >59, 669/693, d1=0.296, d2=0.339 g=2.007 2/2 [==============================] - 0s 17ms/step >59, 670/693, d1=0.434, d2=0.306 g=1.912 2/2 [==============================] - 0s 16ms/step >59, 671/693, d1=0.443, d2=0.312 g=1.970 2/2 [==============================] - 0s 17ms/step >59, 672/693, d1=0.422, d2=0.348 g=2.110 2/2 [==============================] - 0s 17ms/step >59, 673/693, d1=0.414, d2=0.264 g=2.108 2/2 [==============================] - 0s 18ms/step >59, 674/693, d1=0.338, d2=0.397 g=2.012 2/2 [==============================] - 0s 16ms/step >59, 675/693, d1=0.569, d2=0.401 g=1.995 2/2 [==============================] - 0s 19ms/step >59, 676/693, d1=0.518, d2=0.367 g=1.990 2/2 [==============================] - 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0s 17ms/step >59, 688/693, d1=0.335, d2=0.383 g=1.892 2/2 [==============================] - 0s 18ms/step >59, 689/693, d1=0.418, d2=0.360 g=2.310 2/2 [==============================] - 0s 15ms/step >59, 690/693, d1=0.343, d2=0.253 g=2.025 2/2 [==============================] - 0s 17ms/step >59, 691/693, d1=0.496, d2=0.330 g=1.935 2/2 [==============================] - 0s 16ms/step >59, 692/693, d1=0.344, d2=0.461 g=2.324 2/2 [==============================] - 0s 16ms/step >59, 693/693, d1=0.638, d2=0.302 g=2.146 2/2 [==============================] - 0s 19ms/step >60, 1/693, d1=0.464, d2=0.337 g=1.977 2/2 [==============================] - 0s 17ms/step >60, 2/693, d1=0.475, d2=0.305 g=1.940 2/2 [==============================] - 0s 18ms/step >60, 3/693, d1=0.348, d2=0.327 g=2.061 2/2 [==============================] - 0s 17ms/step >60, 4/693, d1=0.406, d2=0.551 g=1.838 2/2 [==============================] - 0s 17ms/step >60, 5/693, d1=0.275, d2=0.230 g=2.332 2/2 [==============================] - 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0s 16ms/step >60, 72/693, d1=0.332, d2=0.331 g=1.909 2/2 [==============================] - 0s 17ms/step >60, 73/693, d1=0.547, d2=0.336 g=1.791 2/2 [==============================] - 0s 17ms/step >60, 74/693, d1=0.381, d2=0.433 g=2.023 2/2 [==============================] - 0s 17ms/step >60, 75/693, d1=0.486, d2=0.332 g=2.067 2/2 [==============================] - 0s 18ms/step >60, 76/693, d1=0.474, d2=0.392 g=1.955 2/2 [==============================] - 0s 17ms/step >60, 77/693, d1=0.318, d2=0.329 g=1.958 2/2 [==============================] - 0s 16ms/step >60, 78/693, d1=0.306, d2=0.294 g=2.030 2/2 [==============================] - 0s 16ms/step >60, 79/693, d1=0.308, d2=0.544 g=2.129 2/2 [==============================] - 0s 17ms/step >60, 80/693, d1=0.477, d2=0.267 g=2.158 2/2 [==============================] - 0s 17ms/step >60, 81/693, d1=0.510, d2=0.382 g=2.229 2/2 [==============================] - 0s 16ms/step >60, 82/693, d1=0.512, d2=0.314 g=1.916 2/2 [==============================] - 0s 16ms/step >60, 83/693, d1=0.473, d2=0.393 g=2.053 2/2 [==============================] - 0s 17ms/step >60, 84/693, d1=0.375, d2=0.513 g=2.220 2/2 [==============================] - 0s 18ms/step >60, 85/693, d1=0.382, d2=0.263 g=2.153 2/2 [==============================] - 0s 18ms/step >60, 86/693, d1=0.402, d2=0.347 g=2.039 2/2 [==============================] - 0s 17ms/step >60, 87/693, d1=0.366, d2=0.361 g=2.355 2/2 [==============================] - 0s 18ms/step >60, 88/693, d1=0.474, d2=0.365 g=2.134 2/2 [==============================] - 0s 18ms/step >60, 89/693, d1=0.493, d2=0.347 g=2.155 2/2 [==============================] - 0s 17ms/step >60, 90/693, d1=0.400, d2=0.422 g=2.286 2/2 [==============================] - 0s 17ms/step >60, 91/693, d1=0.400, d2=0.292 g=2.425 2/2 [==============================] - 0s 17ms/step >60, 92/693, d1=0.479, d2=0.294 g=2.483 2/2 [==============================] - 0s 16ms/step >60, 93/693, d1=0.510, d2=0.310 g=2.001 2/2 [==============================] - 0s 17ms/step >60, 94/693, d1=0.374, d2=0.325 g=2.078 2/2 [==============================] - 0s 18ms/step >60, 95/693, d1=0.343, d2=0.305 g=1.921 2/2 [==============================] - 0s 17ms/step >60, 96/693, d1=0.378, d2=0.454 g=1.901 2/2 [==============================] - 0s 18ms/step >60, 97/693, d1=0.489, d2=0.369 g=2.332 2/2 [==============================] - 0s 17ms/step >60, 98/693, d1=0.583, d2=0.309 g=2.124 2/2 [==============================] - 0s 17ms/step >60, 99/693, d1=0.419, d2=0.355 g=1.823 2/2 [==============================] - 0s 17ms/step >60, 100/693, d1=0.309, d2=0.369 g=2.128 2/2 [==============================] - 0s 17ms/step >60, 101/693, d1=0.425, d2=0.274 g=2.024 2/2 [==============================] - 0s 17ms/step >60, 102/693, d1=0.345, d2=0.377 g=2.299 2/2 [==============================] - 0s 17ms/step >60, 103/693, d1=0.357, d2=0.271 g=2.230 2/2 [==============================] - 0s 17ms/step >60, 104/693, d1=0.651, d2=0.434 g=2.002 2/2 [==============================] - 0s 18ms/step >60, 105/693, d1=0.309, d2=0.377 g=2.175 2/2 [==============================] - 0s 17ms/step >60, 106/693, d1=0.368, d2=0.321 g=1.932 2/2 [==============================] - 0s 18ms/step >60, 107/693, d1=0.452, d2=0.375 g=2.165 2/2 [==============================] - 0s 17ms/step >60, 108/693, d1=0.360, d2=0.286 g=2.087 2/2 [==============================] - 0s 16ms/step >60, 109/693, d1=0.229, d2=0.326 g=2.163 2/2 [==============================] - 0s 16ms/step >60, 110/693, d1=0.543, d2=0.388 g=2.009 2/2 [==============================] - 0s 17ms/step >60, 111/693, d1=0.435, d2=0.382 g=2.127 2/2 [==============================] - 0s 17ms/step >60, 112/693, d1=0.307, d2=0.434 g=2.216 2/2 [==============================] - 0s 16ms/step >60, 113/693, d1=0.464, d2=0.323 g=2.150 2/2 [==============================] - 0s 17ms/step >60, 114/693, d1=0.460, d2=0.301 g=2.009 2/2 [==============================] - 0s 18ms/step >60, 115/693, d1=0.323, d2=0.383 g=2.124 2/2 [==============================] - 0s 18ms/step >60, 116/693, d1=0.464, d2=0.294 g=2.495 2/2 [==============================] - 0s 17ms/step >60, 117/693, d1=0.341, d2=0.242 g=2.343 2/2 [==============================] - 0s 17ms/step >60, 118/693, d1=0.550, d2=0.360 g=2.192 2/2 [==============================] - 0s 17ms/step >60, 119/693, d1=0.393, d2=0.296 g=2.164 2/2 [==============================] - 0s 16ms/step >60, 120/693, d1=0.265, d2=0.406 g=2.275 2/2 [==============================] - 0s 17ms/step >60, 121/693, d1=0.317, d2=0.353 g=2.250 2/2 [==============================] - 0s 17ms/step >60, 122/693, d1=0.310, d2=0.311 g=2.165 2/2 [==============================] - 0s 16ms/step >60, 123/693, d1=0.507, d2=0.372 g=2.213 2/2 [==============================] - 0s 18ms/step >60, 124/693, d1=0.364, d2=0.455 g=2.369 2/2 [==============================] - 0s 18ms/step >60, 125/693, d1=0.420, d2=0.252 g=2.283 2/2 [==============================] - 0s 18ms/step >60, 126/693, d1=0.575, d2=0.288 g=1.921 2/2 [==============================] - 0s 16ms/step >60, 127/693, d1=0.302, d2=0.417 g=1.904 2/2 [==============================] - 0s 17ms/step >60, 128/693, d1=0.253, d2=0.257 g=2.408 2/2 [==============================] - 0s 17ms/step >60, 129/693, d1=0.394, d2=0.298 g=2.452 2/2 [==============================] - 0s 17ms/step >60, 130/693, d1=0.452, d2=0.295 g=2.203 2/2 [==============================] - 0s 16ms/step >60, 131/693, d1=0.371, d2=0.311 g=2.260 2/2 [==============================] - 0s 17ms/step >60, 132/693, d1=0.454, d2=0.391 g=2.335 2/2 [==============================] - 0s 17ms/step >60, 133/693, d1=0.445, d2=0.286 g=1.977 2/2 [==============================] - 0s 19ms/step >60, 134/693, d1=0.208, d2=0.354 g=2.094 2/2 [==============================] - 0s 17ms/step >60, 135/693, d1=0.376, d2=0.368 g=2.563 2/2 [==============================] - 0s 16ms/step >60, 136/693, d1=0.577, d2=0.286 g=2.196 2/2 [==============================] - 0s 17ms/step >60, 137/693, d1=0.488, d2=0.334 g=2.079 2/2 [==============================] - 0s 18ms/step >60, 138/693, d1=0.470, d2=0.350 g=1.979 2/2 [==============================] - 0s 20ms/step >60, 139/693, d1=0.445, d2=0.389 g=1.781 2/2 [==============================] - 0s 18ms/step >60, 140/693, d1=0.367, d2=0.516 g=1.970 2/2 [==============================] - 0s 17ms/step >60, 141/693, d1=0.376, d2=0.446 g=1.910 2/2 [==============================] - 0s 17ms/step >60, 142/693, d1=0.528, d2=0.301 g=2.105 2/2 [==============================] - 0s 17ms/step >60, 143/693, d1=0.459, d2=0.363 g=1.904 2/2 [==============================] - 0s 17ms/step >60, 144/693, d1=0.437, d2=0.544 g=2.058 2/2 [==============================] - 0s 18ms/step >60, 145/693, d1=0.377, d2=0.277 g=2.078 2/2 [==============================] - 0s 21ms/step >60, 146/693, d1=0.516, d2=0.304 g=2.017 2/2 [==============================] - 0s 17ms/step >60, 147/693, d1=0.362, d2=0.305 g=1.826 2/2 [==============================] - 0s 16ms/step >60, 148/693, d1=0.411, d2=0.371 g=2.010 2/2 [==============================] - 0s 16ms/step >60, 149/693, d1=0.456, d2=0.577 g=2.121 2/2 [==============================] - 0s 17ms/step >60, 150/693, d1=0.555, d2=0.376 g=1.987 2/2 [==============================] - 0s 18ms/step >60, 151/693, d1=0.447, d2=0.297 g=1.837 2/2 [==============================] - 0s 16ms/step >60, 152/693, d1=0.376, d2=0.454 g=2.046 2/2 [==============================] - 0s 16ms/step >60, 153/693, d1=0.389, d2=0.272 g=1.926 2/2 [==============================] - 0s 17ms/step >60, 154/693, d1=0.604, d2=0.469 g=1.910 2/2 [==============================] - 0s 16ms/step >60, 155/693, d1=0.289, d2=0.302 g=2.003 2/2 [==============================] - 0s 17ms/step >60, 156/693, d1=0.330, d2=0.243 g=1.964 2/2 [==============================] - 0s 18ms/step >60, 157/693, d1=0.426, d2=0.413 g=1.856 2/2 [==============================] - 0s 19ms/step >60, 158/693, d1=0.282, d2=0.242 g=1.988 2/2 [==============================] - 0s 16ms/step >60, 159/693, d1=0.395, d2=0.283 g=1.879 2/2 [==============================] - 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0s 16ms/step >60, 171/693, d1=0.327, d2=0.305 g=1.941 2/2 [==============================] - 0s 16ms/step >60, 172/693, d1=0.538, d2=0.466 g=2.035 2/2 [==============================] - 0s 15ms/step >60, 173/693, d1=0.308, d2=0.299 g=1.825 2/2 [==============================] - 0s 17ms/step >60, 174/693, d1=0.471, d2=0.250 g=1.894 2/2 [==============================] - 0s 18ms/step >60, 175/693, d1=0.348, d2=0.349 g=1.808 2/2 [==============================] - 0s 17ms/step >60, 176/693, d1=0.385, d2=0.392 g=2.135 2/2 [==============================] - 0s 17ms/step >60, 177/693, d1=0.268, d2=0.374 g=1.979 2/2 [==============================] - 0s 18ms/step >60, 178/693, d1=0.416, d2=0.268 g=2.116 2/2 [==============================] - 0s 19ms/step >60, 179/693, d1=0.508, d2=0.302 g=2.042 2/2 [==============================] - 0s 18ms/step >60, 180/693, d1=0.352, d2=0.288 g=1.892 2/2 [==============================] - 0s 17ms/step >60, 181/693, d1=0.461, d2=0.495 g=2.070 2/2 [==============================] - 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0s 16ms/step >60, 193/693, d1=0.419, d2=0.382 g=1.965 2/2 [==============================] - 0s 18ms/step >60, 194/693, d1=0.245, d2=0.376 g=1.960 2/2 [==============================] - 0s 17ms/step >60, 195/693, d1=0.529, d2=0.406 g=2.019 2/2 [==============================] - 0s 18ms/step >60, 196/693, d1=0.319, d2=0.352 g=2.360 2/2 [==============================] - 0s 17ms/step >60, 197/693, d1=0.453, d2=0.274 g=2.110 2/2 [==============================] - 0s 17ms/step >60, 198/693, d1=0.552, d2=0.440 g=2.186 2/2 [==============================] - 0s 16ms/step >60, 199/693, d1=0.563, d2=0.306 g=2.176 2/2 [==============================] - 0s 16ms/step >60, 200/693, d1=0.288, d2=0.284 g=1.879 2/2 [==============================] - 0s 17ms/step >60, 201/693, d1=0.471, d2=0.434 g=1.962 2/2 [==============================] - 0s 17ms/step >60, 202/693, d1=0.345, d2=0.395 g=1.886 2/2 [==============================] - 0s 17ms/step >60, 203/693, d1=0.435, d2=0.299 g=1.933 2/2 [==============================] - 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0s 16ms/step >60, 215/693, d1=0.409, d2=0.256 g=2.208 2/2 [==============================] - 0s 17ms/step >60, 216/693, d1=0.381, d2=0.247 g=1.967 2/2 [==============================] - 0s 17ms/step >60, 217/693, d1=0.409, d2=0.407 g=1.805 2/2 [==============================] - 0s 17ms/step >60, 218/693, d1=0.363, d2=0.419 g=2.064 2/2 [==============================] - 0s 18ms/step >60, 219/693, d1=0.278, d2=0.334 g=1.869 2/2 [==============================] - 0s 18ms/step >60, 220/693, d1=0.525, d2=0.295 g=2.121 2/2 [==============================] - 0s 16ms/step >60, 221/693, d1=0.256, d2=0.286 g=1.941 2/2 [==============================] - 0s 17ms/step >60, 222/693, d1=0.346, d2=0.417 g=2.371 2/2 [==============================] - 0s 16ms/step >60, 223/693, d1=0.410, d2=0.271 g=2.150 2/2 [==============================] - 0s 16ms/step >60, 224/693, d1=0.489, d2=0.262 g=1.993 2/2 [==============================] - 0s 17ms/step >60, 225/693, d1=0.296, d2=0.409 g=2.141 2/2 [==============================] - 0s 18ms/step >60, 226/693, d1=0.400, d2=0.210 g=2.320 2/2 [==============================] - 0s 16ms/step >60, 227/693, d1=0.343, d2=0.218 g=2.067 2/2 [==============================] - 0s 17ms/step >60, 228/693, d1=0.309, d2=0.380 g=2.059 2/2 [==============================] - 0s 18ms/step >60, 229/693, d1=0.434, d2=0.450 g=2.028 2/2 [==============================] - 0s 16ms/step >60, 230/693, d1=0.244, d2=0.383 g=2.367 2/2 [==============================] - 0s 16ms/step >60, 231/693, d1=0.365, d2=0.258 g=2.503 2/2 [==============================] - 0s 17ms/step >60, 232/693, d1=0.643, d2=0.265 g=2.031 2/2 [==============================] - 0s 17ms/step >60, 233/693, d1=0.358, d2=0.290 g=1.995 2/2 [==============================] - 0s 17ms/step >60, 234/693, d1=0.434, d2=0.447 g=2.025 2/2 [==============================] - 0s 17ms/step >60, 235/693, d1=0.469, d2=0.312 g=2.219 2/2 [==============================] - 0s 17ms/step >60, 236/693, d1=0.361, d2=0.252 g=2.092 2/2 [==============================] - 0s 17ms/step >60, 237/693, d1=0.415, d2=0.357 g=2.016 2/2 [==============================] - 0s 27ms/step >60, 238/693, d1=0.325, d2=0.411 g=2.117 2/2 [==============================] - 0s 16ms/step >60, 239/693, d1=0.479, d2=0.246 g=2.190 2/2 [==============================] - 0s 17ms/step >60, 240/693, d1=0.414, d2=0.408 g=2.084 2/2 [==============================] - 0s 16ms/step >60, 241/693, d1=0.493, d2=0.296 g=2.511 2/2 [==============================] - 0s 18ms/step >60, 242/693, d1=0.486, d2=0.355 g=1.952 2/2 [==============================] - 0s 16ms/step >60, 243/693, d1=0.386, d2=0.335 g=2.014 2/2 [==============================] - 0s 19ms/step >60, 244/693, d1=0.323, d2=0.399 g=2.150 2/2 [==============================] - 0s 19ms/step >60, 245/693, d1=0.477, d2=0.414 g=2.088 2/2 [==============================] - 0s 17ms/step >60, 246/693, d1=0.621, d2=0.288 g=1.930 2/2 [==============================] - 0s 18ms/step >60, 247/693, d1=0.306, d2=0.430 g=1.965 2/2 [==============================] - 0s 17ms/step >60, 248/693, d1=0.480, d2=0.350 g=1.898 2/2 [==============================] - 0s 16ms/step >60, 249/693, d1=0.534, d2=0.443 g=2.011 2/2 [==============================] - 0s 17ms/step >60, 250/693, d1=0.374, d2=0.300 g=1.951 2/2 [==============================] - 0s 16ms/step >60, 251/693, d1=0.415, d2=0.434 g=2.256 2/2 [==============================] - 0s 18ms/step >60, 252/693, d1=0.413, d2=0.378 g=2.159 2/2 [==============================] - 0s 17ms/step >60, 253/693, d1=0.461, d2=0.316 g=2.112 2/2 [==============================] - 0s 17ms/step >60, 254/693, d1=0.484, d2=0.336 g=1.969 2/2 [==============================] - 0s 17ms/step >60, 255/693, d1=0.374, d2=0.273 g=1.924 2/2 [==============================] - 0s 18ms/step >60, 256/693, d1=0.451, d2=0.449 g=2.356 2/2 [==============================] - 0s 18ms/step >60, 257/693, d1=0.618, d2=0.378 g=2.039 2/2 [==============================] - 0s 17ms/step >60, 258/693, d1=0.626, d2=0.354 g=1.862 2/2 [==============================] - 0s 18ms/step >60, 259/693, d1=0.328, d2=0.293 g=2.054 2/2 [==============================] - 0s 19ms/step >60, 260/693, d1=0.471, d2=0.262 g=2.098 2/2 [==============================] - 0s 16ms/step >60, 261/693, d1=0.247, d2=0.371 g=2.076 2/2 [==============================] - 0s 17ms/step >60, 262/693, d1=0.254, d2=0.623 g=2.029 2/2 [==============================] - 0s 18ms/step >60, 263/693, d1=0.416, d2=0.511 g=2.007 2/2 [==============================] - 0s 17ms/step >60, 264/693, d1=0.614, d2=0.321 g=2.038 2/2 [==============================] - 0s 18ms/step >60, 265/693, d1=0.606, d2=0.313 g=1.798 2/2 [==============================] - 0s 16ms/step >60, 266/693, d1=0.427, d2=0.366 g=1.765 2/2 [==============================] - 0s 18ms/step >60, 267/693, d1=0.306, d2=0.432 g=1.832 2/2 [==============================] - 0s 17ms/step >60, 268/693, d1=0.407, d2=0.447 g=2.013 2/2 [==============================] - 0s 16ms/step >60, 269/693, d1=0.464, d2=0.403 g=2.464 2/2 [==============================] - 0s 17ms/step >60, 270/693, d1=0.530, d2=0.281 g=2.294 2/2 [==============================] - 0s 19ms/step >60, 271/693, d1=0.418, d2=0.276 g=2.220 2/2 [==============================] - 0s 17ms/step >60, 272/693, d1=0.228, d2=0.182 g=2.449 2/2 [==============================] - 0s 17ms/step >60, 273/693, d1=0.288, d2=0.209 g=2.318 2/2 [==============================] - 0s 17ms/step >60, 274/693, d1=0.371, d2=0.435 g=1.989 2/2 [==============================] - 0s 16ms/step >60, 275/693, d1=0.299, d2=0.503 g=2.150 2/2 [==============================] - 0s 17ms/step >60, 276/693, d1=0.417, d2=0.298 g=2.252 2/2 [==============================] - 0s 17ms/step >60, 277/693, d1=0.599, d2=0.353 g=2.071 2/2 [==============================] - 0s 19ms/step >60, 278/693, d1=0.327, d2=0.415 g=2.163 2/2 [==============================] - 0s 17ms/step >60, 279/693, d1=0.386, d2=0.366 g=2.415 2/2 [==============================] - 0s 18ms/step >60, 280/693, d1=0.494, d2=0.314 g=2.163 2/2 [==============================] - 0s 16ms/step >60, 281/693, d1=0.425, d2=0.313 g=2.073 2/2 [==============================] - 0s 17ms/step >60, 282/693, d1=0.330, d2=0.396 g=1.798 2/2 [==============================] - 0s 16ms/step >60, 283/693, d1=0.307, d2=0.461 g=2.298 2/2 [==============================] - 0s 17ms/step >60, 284/693, d1=0.487, d2=0.326 g=2.206 2/2 [==============================] - 0s 17ms/step >60, 285/693, d1=0.447, d2=0.275 g=1.987 2/2 [==============================] - 0s 17ms/step >60, 286/693, d1=0.459, d2=0.266 g=1.874 2/2 [==============================] - 0s 17ms/step >60, 287/693, d1=0.346, d2=0.414 g=1.802 2/2 [==============================] - 0s 16ms/step >60, 288/693, d1=0.389, d2=0.439 g=2.039 2/2 [==============================] - 0s 16ms/step >60, 289/693, d1=0.680, d2=0.333 g=1.959 2/2 [==============================] - 0s 16ms/step >60, 290/693, d1=0.306, d2=0.318 g=1.992 2/2 [==============================] - 0s 17ms/step >60, 291/693, d1=0.335, d2=0.323 g=2.179 2/2 [==============================] - 0s 17ms/step >60, 292/693, d1=0.226, d2=0.267 g=2.073 2/2 [==============================] - 0s 17ms/step >60, 293/693, d1=0.318, d2=0.489 g=2.253 2/2 [==============================] - 0s 16ms/step >60, 294/693, d1=0.548, d2=0.297 g=2.121 2/2 [==============================] - 0s 17ms/step >60, 295/693, d1=0.458, d2=0.316 g=1.909 2/2 [==============================] - 0s 17ms/step >60, 296/693, d1=0.478, d2=0.307 g=1.992 2/2 [==============================] - 0s 18ms/step >60, 297/693, d1=0.328, d2=0.430 g=1.820 2/2 [==============================] - 0s 16ms/step >60, 298/693, d1=0.424, d2=0.420 g=2.015 2/2 [==============================] - 0s 16ms/step >60, 299/693, d1=0.380, d2=0.269 g=2.286 2/2 [==============================] - 0s 16ms/step >60, 300/693, d1=0.461, d2=0.328 g=2.192 2/2 [==============================] - 0s 17ms/step >60, 301/693, d1=0.215, d2=0.223 g=2.225 2/2 [==============================] - 0s 17ms/step >60, 302/693, d1=0.278, d2=0.412 g=2.610 2/2 [==============================] - 0s 17ms/step >60, 303/693, d1=0.442, d2=0.275 g=2.315 2/2 [==============================] - 0s 16ms/step >60, 304/693, d1=0.469, d2=0.253 g=2.002 2/2 [==============================] - 0s 17ms/step >60, 305/693, d1=0.500, d2=0.388 g=1.927 2/2 [==============================] - 0s 16ms/step >60, 306/693, d1=0.335, d2=0.336 g=1.977 2/2 [==============================] - 0s 16ms/step >60, 307/693, d1=0.290, d2=0.317 g=2.120 2/2 [==============================] - 0s 17ms/step >60, 308/693, d1=0.391, d2=0.298 g=2.158 2/2 [==============================] - 0s 16ms/step >60, 309/693, d1=0.415, d2=0.219 g=2.007 2/2 [==============================] - 0s 17ms/step >60, 310/693, d1=0.363, d2=0.450 g=2.190 2/2 [==============================] - 0s 17ms/step >60, 311/693, d1=0.406, d2=0.329 g=2.395 2/2 [==============================] - 0s 17ms/step >60, 312/693, d1=0.433, d2=0.353 g=2.066 2/2 [==============================] - 0s 16ms/step >60, 313/693, d1=0.412, d2=0.315 g=1.950 2/2 [==============================] - 0s 21ms/step >60, 314/693, d1=0.368, d2=0.277 g=1.954 2/2 [==============================] - 0s 17ms/step >60, 315/693, d1=0.388, d2=0.414 g=1.883 2/2 [==============================] - 0s 17ms/step >60, 316/693, d1=0.258, d2=0.350 g=2.090 2/2 [==============================] - 0s 19ms/step >60, 317/693, d1=0.435, d2=0.330 g=2.023 2/2 [==============================] - 0s 17ms/step >60, 318/693, d1=0.267, d2=0.295 g=2.209 2/2 [==============================] - 0s 17ms/step >60, 319/693, d1=0.490, d2=0.352 g=2.002 2/2 [==============================] - 0s 16ms/step >60, 320/693, d1=0.310, d2=0.340 g=2.338 2/2 [==============================] - 0s 17ms/step >60, 321/693, d1=0.388, d2=0.347 g=2.417 2/2 [==============================] - 0s 17ms/step >60, 322/693, d1=0.380, d2=0.252 g=2.286 2/2 [==============================] - 0s 17ms/step >60, 323/693, d1=0.538, d2=0.307 g=2.088 2/2 [==============================] - 0s 16ms/step >60, 324/693, d1=0.365, d2=0.288 g=2.229 2/2 [==============================] - 0s 16ms/step >60, 325/693, d1=0.410, d2=0.400 g=2.251 2/2 [==============================] - 0s 17ms/step >60, 326/693, d1=0.322, d2=0.265 g=2.214 2/2 [==============================] - 0s 16ms/step >60, 327/693, d1=0.555, d2=0.420 g=2.008 2/2 [==============================] - 0s 17ms/step >60, 328/693, d1=0.440, d2=0.419 g=2.028 2/2 [==============================] - 0s 17ms/step >60, 329/693, d1=0.428, d2=0.324 g=1.881 2/2 [==============================] - 0s 21ms/step >60, 330/693, d1=0.466, d2=0.334 g=2.024 2/2 [==============================] - 0s 17ms/step >60, 331/693, d1=0.270, d2=0.278 g=1.975 2/2 [==============================] - 0s 18ms/step >60, 332/693, d1=0.337, d2=0.411 g=2.143 2/2 [==============================] - 0s 17ms/step >60, 333/693, d1=0.267, d2=0.308 g=2.101 2/2 [==============================] - 0s 17ms/step >60, 334/693, d1=0.347, d2=0.269 g=2.377 2/2 [==============================] - 0s 17ms/step >60, 335/693, d1=0.494, d2=0.284 g=1.978 2/2 [==============================] - 0s 21ms/step >60, 336/693, d1=0.289, d2=0.341 g=1.899 2/2 [==============================] - 0s 17ms/step >60, 337/693, d1=0.505, d2=0.375 g=2.034 2/2 [==============================] - 0s 17ms/step >60, 338/693, d1=0.372, d2=0.320 g=1.965 2/2 [==============================] - 0s 16ms/step >60, 339/693, d1=0.540, d2=0.417 g=1.923 2/2 [==============================] - 0s 16ms/step >60, 340/693, d1=0.475, d2=0.285 g=1.836 2/2 [==============================] - 0s 17ms/step >60, 341/693, d1=0.451, d2=0.684 g=2.208 2/2 [==============================] - 0s 17ms/step >60, 342/693, d1=0.363, d2=0.371 g=2.197 2/2 [==============================] - 0s 18ms/step >60, 343/693, d1=0.524, d2=0.309 g=2.080 2/2 [==============================] - 0s 16ms/step >60, 344/693, d1=0.457, d2=0.433 g=2.076 2/2 [==============================] - 0s 16ms/step >60, 345/693, d1=0.261, d2=0.295 g=2.216 2/2 [==============================] - 0s 16ms/step >60, 346/693, d1=0.467, d2=0.319 g=2.393 2/2 [==============================] - 0s 17ms/step >60, 347/693, d1=0.239, d2=0.221 g=2.411 2/2 [==============================] - 0s 20ms/step >60, 348/693, d1=0.367, d2=0.322 g=2.313 2/2 [==============================] - 0s 17ms/step >60, 349/693, d1=0.424, d2=0.356 g=2.108 2/2 [==============================] - 0s 16ms/step >60, 350/693, d1=0.408, d2=0.344 g=2.127 2/2 [==============================] - 0s 17ms/step >60, 351/693, d1=0.318, d2=0.306 g=2.433 2/2 [==============================] - 0s 18ms/step >60, 352/693, d1=0.498, d2=0.264 g=2.086 2/2 [==============================] - 0s 17ms/step >60, 353/693, d1=0.524, d2=0.322 g=2.059 2/2 [==============================] - 0s 17ms/step >60, 354/693, d1=0.335, d2=0.579 g=2.054 2/2 [==============================] - 0s 17ms/step >60, 355/693, d1=0.393, d2=0.284 g=2.409 2/2 [==============================] - 0s 16ms/step >60, 356/693, d1=0.430, d2=0.242 g=2.148 2/2 [==============================] - 0s 17ms/step >60, 357/693, d1=0.353, d2=0.268 g=2.203 2/2 [==============================] - 0s 16ms/step >60, 358/693, d1=0.433, d2=0.349 g=2.052 2/2 [==============================] - 0s 17ms/step >60, 359/693, d1=0.313, d2=0.412 g=1.963 2/2 [==============================] - 0s 19ms/step >60, 360/693, d1=0.477, d2=0.362 g=2.424 2/2 [==============================] - 0s 17ms/step >60, 361/693, d1=0.459, d2=0.329 g=1.982 2/2 [==============================] - 0s 17ms/step >60, 362/693, d1=0.413, d2=0.287 g=2.225 2/2 [==============================] - 0s 16ms/step >60, 363/693, d1=0.367, d2=0.328 g=1.885 2/2 [==============================] - 0s 19ms/step >60, 364/693, d1=0.430, d2=0.428 g=1.966 2/2 [==============================] - 0s 17ms/step >60, 365/693, d1=0.259, d2=0.328 g=2.343 2/2 [==============================] - 0s 16ms/step >60, 366/693, d1=0.457, d2=0.344 g=2.083 2/2 [==============================] - 0s 18ms/step >60, 367/693, d1=0.305, d2=0.344 g=2.297 2/2 [==============================] - 0s 17ms/step >60, 368/693, d1=0.455, d2=0.347 g=2.405 2/2 [==============================] - 0s 17ms/step >60, 369/693, d1=0.445, d2=0.261 g=2.322 2/2 [==============================] - 0s 17ms/step >60, 370/693, d1=0.395, d2=0.324 g=2.172 2/2 [==============================] - 0s 17ms/step >60, 371/693, d1=0.459, d2=0.356 g=1.944 2/2 [==============================] - 0s 17ms/step >60, 372/693, d1=0.322, d2=0.433 g=2.052 2/2 [==============================] - 0s 18ms/step >60, 373/693, d1=0.357, d2=0.310 g=2.201 2/2 [==============================] - 0s 17ms/step >60, 374/693, d1=0.486, d2=0.217 g=2.202 2/2 [==============================] - 0s 17ms/step >60, 375/693, d1=0.487, d2=0.333 g=2.085 2/2 [==============================] - 0s 17ms/step >60, 376/693, d1=0.355, d2=0.302 g=2.150 2/2 [==============================] - 0s 16ms/step >60, 377/693, d1=0.238, d2=0.373 g=2.150 2/2 [==============================] - 0s 17ms/step >60, 378/693, d1=0.262, d2=0.299 g=2.402 2/2 [==============================] - 0s 17ms/step >60, 379/693, d1=0.395, d2=0.285 g=2.642 2/2 [==============================] - 0s 17ms/step >60, 380/693, d1=0.364, d2=0.242 g=2.475 2/2 [==============================] - 0s 17ms/step >60, 381/693, d1=0.407, d2=0.247 g=2.690 2/2 [==============================] - 0s 16ms/step >60, 382/693, d1=0.436, d2=0.323 g=2.279 2/2 [==============================] - 0s 17ms/step >60, 383/693, d1=0.347, d2=0.298 g=2.378 2/2 [==============================] - 0s 17ms/step >60, 384/693, d1=0.403, d2=0.305 g=1.931 2/2 [==============================] - 0s 17ms/step >60, 385/693, d1=0.370, d2=0.343 g=2.172 2/2 [==============================] - 0s 17ms/step >60, 386/693, d1=0.374, d2=0.294 g=2.119 2/2 [==============================] - 0s 16ms/step >60, 387/693, d1=0.377, d2=0.376 g=1.931 2/2 [==============================] - 0s 16ms/step >60, 388/693, d1=0.357, d2=0.432 g=2.214 2/2 [==============================] - 0s 17ms/step >60, 389/693, d1=0.490, d2=0.416 g=2.083 2/2 [==============================] - 0s 16ms/step >60, 390/693, d1=0.368, d2=0.263 g=2.091 2/2 [==============================] - 0s 16ms/step >60, 391/693, d1=0.472, d2=0.408 g=2.176 2/2 [==============================] - 0s 17ms/step >60, 392/693, d1=0.278, d2=0.406 g=2.218 2/2 [==============================] - 0s 17ms/step >60, 393/693, d1=0.485, d2=0.231 g=2.196 2/2 [==============================] - 0s 18ms/step >60, 394/693, d1=0.495, d2=0.314 g=2.114 2/2 [==============================] - 0s 17ms/step >60, 395/693, d1=0.379, d2=0.481 g=2.114 2/2 [==============================] - 0s 16ms/step >60, 396/693, d1=0.386, d2=0.387 g=2.003 2/2 [==============================] - 0s 17ms/step >60, 397/693, d1=0.518, d2=0.281 g=2.187 2/2 [==============================] - 0s 17ms/step >60, 398/693, d1=0.374, d2=0.373 g=2.141 2/2 [==============================] - 0s 17ms/step >60, 399/693, d1=0.405, d2=0.259 g=2.140 2/2 [==============================] - 0s 15ms/step >60, 400/693, d1=0.454, d2=0.349 g=1.931 2/2 [==============================] - 0s 18ms/step >60, 401/693, d1=0.432, d2=0.340 g=2.007 2/2 [==============================] - 0s 16ms/step >60, 402/693, d1=0.456, d2=0.429 g=2.040 2/2 [==============================] - 0s 17ms/step >60, 403/693, d1=0.543, d2=0.412 g=1.922 2/2 [==============================] - 0s 16ms/step >60, 404/693, d1=0.399, d2=0.452 g=2.118 2/2 [==============================] - 0s 16ms/step >60, 405/693, d1=0.387, d2=0.271 g=2.052 2/2 [==============================] - 0s 17ms/step >60, 406/693, d1=0.407, d2=0.312 g=2.153 2/2 [==============================] - 0s 17ms/step >60, 407/693, d1=0.587, d2=0.383 g=1.901 2/2 [==============================] - 0s 19ms/step >60, 408/693, d1=0.502, d2=0.362 g=1.858 2/2 [==============================] - 0s 17ms/step >60, 409/693, d1=0.366, d2=0.398 g=1.818 2/2 [==============================] - 0s 18ms/step >60, 410/693, d1=0.479, d2=0.415 g=1.933 2/2 [==============================] - 0s 17ms/step >60, 411/693, d1=0.440, d2=0.432 g=2.041 2/2 [==============================] - 0s 18ms/step >60, 412/693, d1=0.518, d2=0.421 g=2.131 2/2 [==============================] - 0s 17ms/step >60, 413/693, d1=0.578, d2=0.373 g=2.179 2/2 [==============================] - 0s 17ms/step >60, 414/693, d1=0.430, d2=0.378 g=1.945 2/2 [==============================] - 0s 18ms/step >60, 415/693, d1=0.284, d2=0.267 g=2.057 2/2 [==============================] - 0s 16ms/step >60, 416/693, d1=0.368, d2=0.438 g=1.944 2/2 [==============================] - 0s 17ms/step >60, 417/693, d1=0.342, d2=0.362 g=2.196 2/2 [==============================] - 0s 17ms/step >60, 418/693, d1=0.519, d2=0.274 g=2.077 2/2 [==============================] - 0s 16ms/step >60, 419/693, d1=0.452, d2=0.307 g=1.944 2/2 [==============================] - 0s 18ms/step >60, 420/693, d1=0.384, d2=0.394 g=2.003 2/2 [==============================] - 0s 17ms/step >60, 421/693, d1=0.330, d2=0.333 g=2.082 2/2 [==============================] - 0s 16ms/step >60, 422/693, d1=0.558, d2=0.301 g=2.070 2/2 [==============================] - 0s 17ms/step >60, 423/693, d1=0.343, d2=0.379 g=2.090 2/2 [==============================] - 0s 17ms/step >60, 424/693, d1=0.346, d2=0.286 g=2.109 2/2 [==============================] - 0s 17ms/step >60, 425/693, d1=0.327, d2=0.272 g=2.094 2/2 [==============================] - 0s 17ms/step >60, 426/693, d1=0.450, d2=0.358 g=1.883 2/2 [==============================] - 0s 17ms/step >60, 427/693, d1=0.461, d2=0.371 g=2.052 2/2 [==============================] - 0s 17ms/step >60, 428/693, d1=0.364, d2=0.231 g=2.140 2/2 [==============================] - 0s 17ms/step >60, 429/693, d1=0.385, d2=0.287 g=1.897 2/2 [==============================] - 0s 17ms/step >60, 430/693, d1=0.382, d2=0.282 g=2.096 2/2 [==============================] - 0s 15ms/step >60, 431/693, d1=0.385, d2=0.304 g=1.763 2/2 [==============================] - 0s 17ms/step >60, 432/693, d1=0.323, d2=0.359 g=2.069 2/2 [==============================] - 0s 17ms/step >60, 433/693, d1=0.462, d2=0.301 g=1.955 2/2 [==============================] - 0s 17ms/step >60, 434/693, d1=0.483, d2=0.355 g=2.095 2/2 [==============================] - 0s 18ms/step >60, 435/693, d1=0.398, d2=0.420 g=2.053 2/2 [==============================] - 0s 17ms/step >60, 436/693, d1=0.402, d2=0.277 g=2.158 2/2 [==============================] - 0s 16ms/step >60, 437/693, d1=0.371, d2=0.275 g=2.035 2/2 [==============================] - 0s 17ms/step >60, 438/693, d1=0.297, d2=0.261 g=2.167 2/2 [==============================] - 0s 16ms/step >60, 439/693, d1=0.428, d2=0.281 g=2.088 2/2 [==============================] - 0s 16ms/step >60, 440/693, d1=0.475, d2=0.403 g=1.891 2/2 [==============================] - 0s 17ms/step >60, 441/693, d1=0.397, d2=0.309 g=1.906 2/2 [==============================] - 0s 17ms/step >60, 442/693, d1=0.264, d2=0.295 g=2.022 2/2 [==============================] - 0s 19ms/step >60, 443/693, d1=0.387, d2=0.375 g=2.006 2/2 [==============================] - 0s 16ms/step >60, 444/693, d1=0.449, d2=0.421 g=2.321 2/2 [==============================] - 0s 17ms/step >60, 445/693, d1=0.414, d2=0.286 g=2.147 2/2 [==============================] - 0s 17ms/step >60, 446/693, d1=0.327, d2=0.308 g=2.104 2/2 [==============================] - 0s 17ms/step >60, 447/693, d1=0.424, d2=0.367 g=2.216 2/2 [==============================] - 0s 17ms/step >60, 448/693, d1=0.455, d2=0.415 g=2.170 2/2 [==============================] - 0s 17ms/step >60, 449/693, d1=0.452, d2=0.371 g=2.241 2/2 [==============================] - 0s 16ms/step >60, 450/693, d1=0.447, d2=0.259 g=2.103 2/2 [==============================] - 0s 17ms/step >60, 451/693, d1=0.297, d2=0.306 g=2.201 2/2 [==============================] - 0s 16ms/step >60, 452/693, d1=0.476, d2=0.367 g=2.058 2/2 [==============================] - 0s 17ms/step >60, 453/693, d1=0.310, d2=0.258 g=1.895 2/2 [==============================] - 0s 16ms/step >60, 454/693, d1=0.351, d2=0.320 g=2.213 2/2 [==============================] - 0s 17ms/step >60, 455/693, d1=0.322, d2=0.350 g=2.196 2/2 [==============================] - 0s 16ms/step >60, 456/693, d1=0.401, d2=0.417 g=2.174 2/2 [==============================] - 0s 17ms/step >60, 457/693, d1=0.539, d2=0.345 g=2.187 2/2 [==============================] - 0s 17ms/step >60, 458/693, d1=0.387, d2=0.463 g=2.268 2/2 [==============================] - 0s 16ms/step >60, 459/693, d1=0.340, d2=0.307 g=2.293 2/2 [==============================] - 0s 18ms/step >60, 460/693, d1=0.370, d2=0.267 g=1.921 2/2 [==============================] - 0s 16ms/step >60, 461/693, d1=0.358, d2=0.373 g=2.017 2/2 [==============================] - 0s 17ms/step >60, 462/693, d1=0.362, d2=0.321 g=2.205 2/2 [==============================] - 0s 16ms/step >60, 463/693, d1=0.371, d2=0.295 g=2.113 2/2 [==============================] - 0s 17ms/step >60, 464/693, d1=0.419, d2=0.297 g=2.054 2/2 [==============================] - 0s 16ms/step >60, 465/693, d1=0.350, d2=0.249 g=2.051 2/2 [==============================] - 0s 16ms/step >60, 466/693, d1=0.276, d2=0.452 g=2.326 2/2 [==============================] - 0s 17ms/step >60, 467/693, d1=0.435, d2=0.376 g=2.203 2/2 [==============================] - 0s 17ms/step >60, 468/693, d1=0.289, d2=0.293 g=2.391 2/2 [==============================] - 0s 16ms/step >60, 469/693, d1=0.418, d2=0.250 g=2.198 2/2 [==============================] - 0s 18ms/step >60, 470/693, d1=0.386, d2=0.742 g=2.233 2/2 [==============================] - 0s 17ms/step >60, 471/693, d1=0.598, d2=0.354 g=2.094 2/2 [==============================] - 0s 17ms/step >60, 472/693, d1=0.524, d2=0.423 g=1.935 2/2 [==============================] - 0s 17ms/step >60, 473/693, d1=0.332, d2=0.337 g=2.148 2/2 [==============================] - 0s 17ms/step >60, 474/693, d1=0.618, d2=0.401 g=2.207 2/2 [==============================] - 0s 18ms/step >60, 475/693, d1=0.554, d2=0.276 g=2.053 2/2 [==============================] - 0s 18ms/step >60, 476/693, d1=0.404, d2=0.329 g=2.186 2/2 [==============================] - 0s 18ms/step >60, 477/693, d1=0.450, d2=0.290 g=1.925 2/2 [==============================] - 0s 17ms/step >60, 478/693, d1=0.369, d2=0.358 g=2.046 2/2 [==============================] - 0s 16ms/step >60, 479/693, d1=0.288, d2=0.277 g=2.192 2/2 [==============================] - 0s 17ms/step >60, 480/693, d1=0.349, d2=0.356 g=2.087 2/2 [==============================] - 0s 16ms/step >60, 481/693, d1=0.308, d2=0.347 g=2.399 2/2 [==============================] - 0s 17ms/step >60, 482/693, d1=0.667, d2=0.359 g=2.106 2/2 [==============================] - 0s 18ms/step >60, 483/693, d1=0.359, d2=0.367 g=1.972 2/2 [==============================] - 0s 18ms/step >60, 484/693, d1=0.463, d2=0.392 g=2.054 2/2 [==============================] - 0s 17ms/step >60, 485/693, d1=0.349, d2=0.299 g=2.094 2/2 [==============================] - 0s 16ms/step >60, 486/693, d1=0.482, d2=0.245 g=2.021 2/2 [==============================] - 0s 17ms/step >60, 487/693, d1=0.387, d2=0.317 g=2.053 2/2 [==============================] - 0s 16ms/step >60, 488/693, d1=0.353, d2=0.381 g=1.917 2/2 [==============================] - 0s 18ms/step >60, 489/693, d1=0.552, d2=0.343 g=1.764 2/2 [==============================] - 0s 16ms/step >60, 490/693, d1=0.371, d2=0.462 g=1.897 2/2 [==============================] - 0s 17ms/step >60, 491/693, d1=0.328, d2=0.382 g=2.059 2/2 [==============================] - 0s 16ms/step >60, 492/693, d1=0.479, d2=0.326 g=1.925 2/2 [==============================] - 0s 17ms/step >60, 493/693, d1=0.357, d2=0.374 g=2.004 2/2 [==============================] - 0s 16ms/step >60, 494/693, d1=0.378, d2=0.348 g=2.019 2/2 [==============================] - 0s 16ms/step >60, 495/693, d1=0.360, d2=0.381 g=2.174 2/2 [==============================] - 0s 16ms/step >60, 496/693, d1=0.461, d2=0.336 g=2.089 2/2 [==============================] - 0s 17ms/step >60, 497/693, d1=0.511, d2=0.415 g=1.864 2/2 [==============================] - 0s 16ms/step >60, 498/693, d1=0.330, d2=0.394 g=2.102 2/2 [==============================] - 0s 18ms/step >60, 499/693, d1=0.287, d2=0.347 g=2.364 2/2 [==============================] - 0s 17ms/step >60, 500/693, d1=0.542, d2=0.294 g=2.157 2/2 [==============================] - 0s 17ms/step >60, 501/693, d1=0.502, d2=0.516 g=1.970 2/2 [==============================] - 0s 17ms/step >60, 502/693, d1=0.372, d2=0.279 g=1.958 2/2 [==============================] - 0s 17ms/step >60, 503/693, d1=0.315, d2=0.401 g=2.219 2/2 [==============================] - 0s 17ms/step >60, 504/693, d1=0.498, d2=0.239 g=2.070 2/2 [==============================] - 0s 17ms/step >60, 505/693, d1=0.534, d2=0.381 g=2.173 2/2 [==============================] - 0s 18ms/step >60, 506/693, d1=0.379, d2=0.358 g=1.902 2/2 [==============================] - 0s 18ms/step >60, 507/693, d1=0.256, d2=0.302 g=2.145 2/2 [==============================] - 0s 17ms/step >60, 508/693, d1=0.356, d2=0.509 g=2.466 2/2 [==============================] - 0s 16ms/step >60, 509/693, d1=0.489, d2=0.270 g=2.244 2/2 [==============================] - 0s 16ms/step >60, 510/693, d1=0.432, d2=0.326 g=2.058 2/2 [==============================] - 0s 17ms/step >60, 511/693, d1=0.311, d2=0.282 g=2.020 2/2 [==============================] - 0s 17ms/step >60, 512/693, d1=0.453, d2=0.425 g=2.032 2/2 [==============================] - 0s 16ms/step >60, 513/693, d1=0.463, d2=0.459 g=1.874 2/2 [==============================] - 0s 17ms/step >60, 514/693, d1=0.370, d2=0.372 g=2.117 2/2 [==============================] - 0s 16ms/step >60, 515/693, d1=0.489, d2=0.377 g=1.974 2/2 [==============================] - 0s 16ms/step >60, 516/693, d1=0.437, d2=0.331 g=2.106 2/2 [==============================] - 0s 17ms/step >60, 517/693, d1=0.362, d2=0.371 g=2.098 2/2 [==============================] - 0s 17ms/step >60, 518/693, d1=0.377, d2=0.265 g=1.972 2/2 [==============================] - 0s 17ms/step >60, 519/693, d1=0.293, d2=0.291 g=2.207 2/2 [==============================] - 0s 17ms/step >60, 520/693, d1=0.390, d2=0.284 g=2.375 2/2 [==============================] - 0s 17ms/step >60, 521/693, d1=0.424, d2=0.239 g=2.027 2/2 [==============================] - 0s 16ms/step >60, 522/693, d1=0.445, d2=0.243 g=1.770 2/2 [==============================] - 0s 17ms/step >60, 523/693, d1=0.254, d2=0.473 g=2.055 2/2 [==============================] - 0s 17ms/step >60, 524/693, d1=0.582, d2=0.349 g=2.035 2/2 [==============================] - 0s 18ms/step >60, 525/693, d1=0.285, d2=0.310 g=2.178 2/2 [==============================] - 0s 16ms/step >60, 526/693, d1=0.381, d2=0.287 g=2.037 2/2 [==============================] - 0s 17ms/step >60, 527/693, d1=0.435, d2=0.375 g=2.050 2/2 [==============================] - 0s 19ms/step >60, 528/693, d1=0.381, d2=0.358 g=2.225 2/2 [==============================] - 0s 17ms/step >60, 529/693, d1=0.400, d2=0.310 g=2.103 2/2 [==============================] - 0s 16ms/step >60, 530/693, d1=0.383, d2=0.278 g=2.121 2/2 [==============================] - 0s 17ms/step >60, 531/693, d1=0.276, d2=0.278 g=2.175 2/2 [==============================] - 0s 17ms/step >60, 532/693, d1=0.327, d2=0.400 g=2.308 2/2 [==============================] - 0s 17ms/step >60, 533/693, d1=0.501, d2=0.218 g=2.457 2/2 [==============================] - 0s 17ms/step >60, 534/693, d1=0.498, d2=0.284 g=1.978 2/2 [==============================] - 0s 17ms/step >60, 535/693, d1=0.405, d2=0.278 g=2.027 2/2 [==============================] - 0s 19ms/step >60, 536/693, d1=0.267, d2=0.316 g=2.033 2/2 [==============================] - 0s 17ms/step >60, 537/693, d1=0.397, d2=0.535 g=1.955 2/2 [==============================] - 0s 19ms/step >60, 538/693, d1=0.472, d2=0.406 g=2.300 2/2 [==============================] - 0s 16ms/step >60, 539/693, d1=0.513, d2=0.283 g=2.008 2/2 [==============================] - 0s 17ms/step >60, 540/693, d1=0.560, d2=0.304 g=1.912 2/2 [==============================] - 0s 19ms/step >60, 541/693, d1=0.361, d2=0.335 g=1.934 2/2 [==============================] - 0s 17ms/step >60, 542/693, d1=0.383, d2=0.443 g=2.136 2/2 [==============================] - 0s 17ms/step >60, 543/693, d1=0.447, d2=0.323 g=2.096 2/2 [==============================] - 0s 17ms/step >60, 544/693, d1=0.427, d2=0.273 g=2.082 2/2 [==============================] - 0s 17ms/step >60, 545/693, d1=0.450, d2=0.293 g=1.907 2/2 [==============================] - 0s 16ms/step >60, 546/693, d1=0.341, d2=0.397 g=1.987 2/2 [==============================] - 0s 17ms/step >60, 547/693, d1=0.301, d2=0.293 g=2.245 2/2 [==============================] - 0s 16ms/step >60, 548/693, d1=0.563, d2=0.313 g=2.114 2/2 [==============================] - 0s 17ms/step >60, 549/693, d1=0.315, d2=0.373 g=1.985 2/2 [==============================] - 0s 17ms/step >60, 550/693, d1=0.340, d2=0.253 g=2.241 2/2 [==============================] - 0s 16ms/step >60, 551/693, d1=0.427, d2=0.352 g=1.872 2/2 [==============================] - 0s 17ms/step >60, 552/693, d1=0.347, d2=0.368 g=1.840 2/2 [==============================] - 0s 19ms/step >60, 553/693, d1=0.367, d2=0.416 g=2.124 2/2 [==============================] - 0s 19ms/step >60, 554/693, d1=0.385, d2=0.229 g=1.936 2/2 [==============================] - 0s 17ms/step >60, 555/693, d1=0.419, d2=0.327 g=1.931 2/2 [==============================] - 0s 17ms/step >60, 556/693, d1=0.397, d2=0.448 g=1.817 2/2 [==============================] - 0s 18ms/step >60, 557/693, d1=0.377, d2=0.383 g=2.249 2/2 [==============================] - 0s 16ms/step >60, 558/693, d1=0.500, d2=0.388 g=2.135 2/2 [==============================] - 0s 15ms/step >60, 559/693, d1=0.360, d2=0.331 g=1.956 2/2 [==============================] - 0s 18ms/step >60, 560/693, d1=0.426, d2=0.446 g=1.988 2/2 [==============================] - 0s 16ms/step >60, 561/693, d1=0.582, d2=0.346 g=2.260 2/2 [==============================] - 0s 17ms/step >60, 562/693, d1=0.388, d2=0.389 g=2.322 2/2 [==============================] - 0s 17ms/step >60, 563/693, d1=0.451, d2=0.309 g=1.957 2/2 [==============================] - 0s 16ms/step >60, 564/693, d1=0.499, d2=0.291 g=1.876 2/2 [==============================] - 0s 16ms/step >60, 565/693, d1=0.424, d2=0.389 g=1.984 2/2 [==============================] - 0s 17ms/step >60, 566/693, d1=0.528, d2=0.379 g=1.928 2/2 [==============================] - 0s 17ms/step >60, 567/693, d1=0.415, d2=0.301 g=1.995 2/2 [==============================] - 0s 17ms/step >60, 568/693, d1=0.458, d2=0.416 g=1.947 2/2 [==============================] - 0s 16ms/step >60, 569/693, d1=0.293, d2=0.325 g=2.026 2/2 [==============================] - 0s 17ms/step >60, 570/693, d1=0.475, d2=0.347 g=2.002 2/2 [==============================] - 0s 17ms/step >60, 571/693, d1=0.361, d2=0.291 g=2.345 2/2 [==============================] - 0s 19ms/step >60, 572/693, d1=0.519, d2=0.354 g=2.092 2/2 [==============================] - 0s 18ms/step >60, 573/693, d1=0.268, d2=0.277 g=2.025 2/2 [==============================] - 0s 16ms/step >60, 574/693, d1=0.445, d2=0.365 g=1.979 2/2 [==============================] - 0s 17ms/step >60, 575/693, d1=0.393, d2=0.295 g=1.877 2/2 [==============================] - 0s 18ms/step >60, 576/693, d1=0.260, d2=0.349 g=2.042 2/2 [==============================] - 0s 19ms/step >60, 577/693, d1=0.418, d2=0.267 g=2.031 2/2 [==============================] - 0s 16ms/step >60, 578/693, d1=0.520, d2=0.340 g=1.940 2/2 [==============================] - 0s 16ms/step >60, 579/693, d1=0.260, d2=0.394 g=1.851 2/2 [==============================] - 0s 16ms/step >60, 580/693, d1=0.310, d2=0.351 g=2.192 2/2 [==============================] - 0s 18ms/step >60, 581/693, d1=0.391, d2=0.357 g=2.133 2/2 [==============================] - 0s 17ms/step >60, 582/693, d1=0.491, d2=0.359 g=1.876 2/2 [==============================] - 0s 18ms/step >60, 583/693, d1=0.336, d2=0.415 g=1.945 2/2 [==============================] - 0s 18ms/step >60, 584/693, d1=0.397, d2=0.356 g=2.255 2/2 [==============================] - 0s 16ms/step >60, 585/693, d1=0.471, d2=0.262 g=2.001 2/2 [==============================] - 0s 19ms/step >60, 586/693, d1=0.456, d2=0.413 g=2.139 2/2 [==============================] - 0s 16ms/step >60, 587/693, d1=0.273, d2=0.219 g=2.122 2/2 [==============================] - 0s 17ms/step >60, 588/693, d1=0.506, d2=0.356 g=2.149 2/2 [==============================] - 0s 16ms/step >60, 589/693, d1=0.377, d2=0.327 g=1.881 2/2 [==============================] - 0s 17ms/step >60, 590/693, d1=0.529, d2=0.330 g=1.879 2/2 [==============================] - 0s 16ms/step >60, 591/693, d1=0.254, d2=0.388 g=1.879 2/2 [==============================] - 0s 17ms/step >60, 592/693, d1=0.355, d2=0.331 g=2.061 2/2 [==============================] - 0s 20ms/step >60, 593/693, d1=0.528, d2=0.310 g=2.040 2/2 [==============================] - 0s 17ms/step >60, 594/693, d1=0.484, d2=0.315 g=2.241 2/2 [==============================] - 0s 19ms/step >60, 595/693, d1=0.402, d2=0.343 g=1.899 2/2 [==============================] - 0s 16ms/step >60, 596/693, d1=0.322, d2=0.408 g=2.521 2/2 [==============================] - 0s 16ms/step >60, 597/693, d1=0.396, d2=0.268 g=2.272 2/2 [==============================] - 0s 17ms/step >60, 598/693, d1=0.324, d2=0.308 g=2.169 2/2 [==============================] - 0s 18ms/step >60, 599/693, d1=0.451, d2=0.340 g=2.171 2/2 [==============================] - 0s 17ms/step >60, 600/693, d1=0.452, d2=0.259 g=1.974 2/2 [==============================] - 0s 16ms/step >60, 601/693, d1=0.458, d2=0.417 g=1.921 2/2 [==============================] - 0s 17ms/step >60, 602/693, d1=0.495, d2=0.545 g=1.954 2/2 [==============================] - 0s 18ms/step >60, 603/693, d1=0.538, d2=0.333 g=2.029 2/2 [==============================] - 0s 17ms/step >60, 604/693, d1=0.452, d2=0.356 g=1.965 2/2 [==============================] - 0s 18ms/step >60, 605/693, d1=0.342, d2=0.285 g=2.133 2/2 [==============================] - 0s 19ms/step >60, 606/693, d1=0.323, d2=0.279 g=1.916 2/2 [==============================] - 0s 18ms/step >60, 607/693, d1=0.338, d2=0.313 g=2.279 2/2 [==============================] - 0s 16ms/step >60, 608/693, d1=0.459, d2=0.295 g=2.149 2/2 [==============================] - 0s 28ms/step >60, 609/693, d1=0.319, d2=0.241 g=2.004 2/2 [==============================] - 0s 18ms/step >60, 610/693, d1=0.458, d2=0.462 g=2.124 2/2 [==============================] - 0s 16ms/step >60, 611/693, d1=0.345, d2=0.337 g=2.181 2/2 [==============================] - 0s 17ms/step >60, 612/693, d1=0.416, d2=0.286 g=2.088 2/2 [==============================] - 0s 16ms/step >60, 613/693, d1=0.508, d2=0.240 g=1.824 2/2 [==============================] - 0s 18ms/step >60, 614/693, d1=0.316, d2=0.321 g=1.871 2/2 [==============================] - 0s 17ms/step >60, 615/693, d1=0.334, d2=0.413 g=2.223 2/2 [==============================] - 0s 16ms/step >60, 616/693, d1=0.409, d2=0.351 g=2.262 2/2 [==============================] - 0s 16ms/step >60, 617/693, d1=0.363, d2=0.293 g=2.210 2/2 [==============================] - 0s 17ms/step >60, 618/693, d1=0.724, d2=0.337 g=1.898 2/2 [==============================] - 0s 16ms/step >60, 619/693, d1=0.482, d2=0.416 g=1.894 2/2 [==============================] - 0s 17ms/step >60, 620/693, d1=0.375, d2=0.441 g=1.797 2/2 [==============================] - 0s 17ms/step >60, 621/693, d1=0.336, d2=0.323 g=1.897 2/2 [==============================] - 0s 17ms/step >60, 622/693, d1=0.402, d2=0.324 g=1.937 2/2 [==============================] - 0s 17ms/step >60, 623/693, d1=0.315, d2=0.416 g=2.026 2/2 [==============================] - 0s 17ms/step >60, 624/693, d1=0.458, d2=0.310 g=1.962 2/2 [==============================] - 0s 16ms/step >60, 625/693, d1=0.411, d2=0.302 g=2.084 2/2 [==============================] - 0s 16ms/step >60, 626/693, d1=0.231, d2=0.420 g=2.307 2/2 [==============================] - 0s 17ms/step >60, 627/693, d1=0.389, d2=0.300 g=2.254 2/2 [==============================] - 0s 17ms/step >60, 628/693, d1=0.395, d2=0.251 g=2.245 2/2 [==============================] - 0s 29ms/step >60, 629/693, d1=0.586, d2=0.357 g=1.872 2/2 [==============================] - 0s 18ms/step >60, 630/693, d1=0.348, d2=0.377 g=2.014 2/2 [==============================] - 0s 16ms/step >60, 631/693, d1=0.294, d2=0.372 g=2.493 2/2 [==============================] - 0s 16ms/step >60, 632/693, d1=0.534, d2=0.203 g=2.154 2/2 [==============================] - 0s 17ms/step >60, 633/693, d1=0.449, d2=0.337 g=2.124 2/2 [==============================] - 0s 18ms/step >60, 634/693, d1=0.478, d2=0.244 g=1.920 2/2 [==============================] - 0s 17ms/step >60, 635/693, d1=0.288, d2=0.423 g=1.955 2/2 [==============================] - 0s 19ms/step >60, 636/693, d1=0.397, d2=0.344 g=1.970 2/2 [==============================] - 0s 16ms/step >60, 637/693, d1=0.470, d2=0.365 g=2.039 2/2 [==============================] - 0s 17ms/step >60, 638/693, d1=0.317, d2=0.322 g=2.258 2/2 [==============================] - 0s 16ms/step >60, 639/693, d1=0.470, d2=0.338 g=2.141 2/2 [==============================] - 0s 16ms/step >60, 640/693, d1=0.359, d2=0.288 g=1.981 2/2 [==============================] - 0s 20ms/step >60, 641/693, d1=0.382, d2=0.317 g=1.940 2/2 [==============================] - 0s 16ms/step >60, 642/693, d1=0.290, d2=0.337 g=2.127 2/2 [==============================] - 0s 17ms/step >60, 643/693, d1=0.299, d2=0.258 g=2.018 2/2 [==============================] - 0s 17ms/step >60, 644/693, d1=0.343, d2=0.265 g=1.915 2/2 [==============================] - 0s 17ms/step >60, 645/693, d1=0.383, d2=0.352 g=2.232 2/2 [==============================] - 0s 20ms/step >60, 646/693, d1=0.404, d2=0.237 g=2.214 2/2 [==============================] - 0s 16ms/step >60, 647/693, d1=0.317, d2=0.241 g=2.190 2/2 [==============================] - 0s 16ms/step >60, 648/693, d1=0.428, d2=0.368 g=1.898 2/2 [==============================] - 0s 18ms/step >60, 649/693, d1=0.384, d2=0.418 g=1.959 2/2 [==============================] - 0s 17ms/step >60, 650/693, d1=0.440, d2=0.299 g=2.134 2/2 [==============================] - 0s 16ms/step >60, 651/693, d1=0.466, d2=0.331 g=2.020 2/2 [==============================] - 0s 18ms/step >60, 652/693, d1=0.536, d2=0.341 g=1.991 2/2 [==============================] - 0s 16ms/step >60, 653/693, d1=0.210, d2=0.265 g=2.045 2/2 [==============================] - 0s 18ms/step >60, 654/693, d1=0.363, d2=0.388 g=1.967 2/2 [==============================] - 0s 17ms/step >60, 655/693, d1=0.461, d2=0.339 g=2.091 2/2 [==============================] - 0s 16ms/step >60, 656/693, d1=0.504, d2=0.271 g=1.879 2/2 [==============================] - 0s 17ms/step >60, 657/693, d1=0.318, d2=0.265 g=2.149 2/2 [==============================] - 0s 17ms/step >60, 658/693, d1=0.298, d2=0.379 g=2.094 2/2 [==============================] - 0s 16ms/step >60, 659/693, d1=0.381, d2=0.308 g=1.994 2/2 [==============================] - 0s 17ms/step >60, 660/693, d1=0.468, d2=0.220 g=2.203 2/2 [==============================] - 0s 16ms/step >60, 661/693, d1=0.498, d2=0.315 g=1.967 2/2 [==============================] - 0s 17ms/step >60, 662/693, d1=0.294, d2=0.389 g=1.838 2/2 [==============================] - 0s 16ms/step >60, 663/693, d1=0.372, d2=0.346 g=2.257 2/2 [==============================] - 0s 18ms/step >60, 664/693, d1=0.307, d2=0.285 g=1.978 2/2 [==============================] - 0s 17ms/step >60, 665/693, d1=0.484, d2=0.303 g=1.908 2/2 [==============================] - 0s 17ms/step >60, 666/693, d1=0.269, d2=0.338 g=2.075 2/2 [==============================] - 0s 17ms/step >60, 667/693, d1=0.469, d2=0.427 g=2.212 2/2 [==============================] - 0s 16ms/step >60, 668/693, d1=0.439, d2=0.339 g=2.009 2/2 [==============================] - 0s 17ms/step >60, 669/693, d1=0.486, d2=0.377 g=1.965 2/2 [==============================] - 0s 16ms/step >60, 670/693, d1=0.300, d2=0.335 g=2.094 2/2 [==============================] - 0s 17ms/step >60, 671/693, d1=0.411, d2=0.265 g=1.930 2/2 [==============================] - 0s 18ms/step >60, 672/693, d1=0.408, d2=0.317 g=2.074 2/2 [==============================] - 0s 16ms/step >60, 673/693, d1=0.432, d2=0.406 g=2.165 2/2 [==============================] - 0s 17ms/step >60, 674/693, d1=0.418, d2=0.372 g=2.207 2/2 [==============================] - 0s 18ms/step >60, 675/693, d1=0.441, d2=0.280 g=2.141 2/2 [==============================] - 0s 19ms/step >60, 676/693, d1=0.247, d2=0.362 g=2.152 2/2 [==============================] - 0s 18ms/step >60, 677/693, d1=0.398, d2=0.306 g=2.083 2/2 [==============================] - 0s 17ms/step >60, 678/693, d1=0.483, d2=0.445 g=2.241 2/2 [==============================] - 0s 16ms/step >60, 679/693, d1=0.283, d2=0.292 g=2.406 2/2 [==============================] - 0s 16ms/step >60, 680/693, d1=0.440, d2=0.305 g=2.158 2/2 [==============================] - 0s 17ms/step >60, 681/693, d1=0.405, d2=0.269 g=2.184 2/2 [==============================] - 0s 16ms/step >60, 682/693, d1=0.420, d2=0.284 g=2.148 2/2 [==============================] - 0s 17ms/step >60, 683/693, d1=0.424, d2=0.333 g=2.059 2/2 [==============================] - 0s 17ms/step >60, 684/693, d1=0.544, d2=0.283 g=1.938 2/2 [==============================] - 0s 17ms/step >60, 685/693, d1=0.266, d2=0.301 g=1.820 2/2 [==============================] - 0s 17ms/step >60, 686/693, d1=0.372, d2=0.341 g=2.012 2/2 [==============================] - 0s 16ms/step >60, 687/693, d1=0.237, d2=0.346 g=1.866 2/2 [==============================] - 0s 17ms/step >60, 688/693, d1=0.245, d2=0.365 g=2.230 2/2 [==============================] - 0s 16ms/step >60, 689/693, d1=0.461, d2=0.345 g=2.088 2/2 [==============================] - 0s 18ms/step >60, 690/693, d1=0.445, d2=0.266 g=2.205 2/2 [==============================] - 0s 17ms/step >60, 691/693, d1=0.332, d2=0.293 g=2.159 2/2 [==============================] - 0s 16ms/step >60, 692/693, d1=0.537, d2=0.328 g=2.229 2/2 [==============================] - 0s 17ms/step >60, 693/693, d1=0.465, d2=0.364 g=1.987 5/5 [==============================] - 0s 18ms/step >Accuracy real: 79%, fake: 94% >SSIM score: 0.1139 WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model. 5/5 [==============================] - 0s 17ms/step 2/2 [==============================] - 0s 18ms/step >61, 1/693, d1=0.433, d2=0.308 g=2.035 2/2 [==============================] - 0s 16ms/step >61, 2/693, d1=0.437, d2=0.348 g=1.910 2/2 [==============================] - 0s 17ms/step >61, 3/693, d1=0.279, d2=0.423 g=2.250 2/2 [==============================] - 0s 19ms/step >61, 4/693, d1=0.396, d2=0.328 g=2.001 2/2 [==============================] - 0s 16ms/step >61, 5/693, d1=0.408, d2=0.252 g=2.113 2/2 [==============================] - 0s 17ms/step >61, 6/693, d1=0.536, d2=0.366 g=1.775 2/2 [==============================] - 0s 17ms/step >61, 7/693, d1=0.303, d2=0.303 g=2.181 2/2 [==============================] - 0s 16ms/step >61, 8/693, d1=0.388, d2=0.484 g=2.143 2/2 [==============================] - 0s 17ms/step >61, 9/693, d1=0.430, d2=0.277 g=2.271 2/2 [==============================] - 0s 17ms/step >61, 10/693, d1=0.467, d2=0.352 g=2.156 2/2 [==============================] - 0s 17ms/step >61, 11/693, d1=0.324, d2=0.286 g=2.101 2/2 [==============================] - 0s 17ms/step >61, 12/693, d1=0.313, d2=0.362 g=2.190 2/2 [==============================] - 0s 17ms/step >61, 13/693, d1=0.356, d2=0.332 g=2.284 2/2 [==============================] - 0s 16ms/step >61, 14/693, d1=0.597, d2=0.236 g=2.180 2/2 [==============================] - 0s 17ms/step >61, 15/693, d1=0.245, d2=0.383 g=1.983 2/2 [==============================] - 0s 17ms/step >61, 16/693, d1=0.385, d2=0.348 g=2.089 2/2 [==============================] - 0s 16ms/step >61, 17/693, d1=0.317, d2=0.325 g=2.348 2/2 [==============================] - 0s 17ms/step >61, 18/693, d1=0.583, d2=0.330 g=2.111 2/2 [==============================] - 0s 16ms/step >61, 19/693, d1=0.511, d2=0.475 g=1.923 2/2 [==============================] - 0s 17ms/step >61, 20/693, d1=0.270, d2=0.345 g=2.164 2/2 [==============================] - 0s 17ms/step >61, 21/693, d1=0.359, d2=0.229 g=2.198 2/2 [==============================] - 0s 18ms/step >61, 22/693, d1=0.276, d2=0.322 g=2.101 2/2 [==============================] - 0s 16ms/step >61, 23/693, d1=0.443, d2=0.382 g=2.056 2/2 [==============================] - 0s 18ms/step >61, 24/693, d1=0.504, d2=0.330 g=2.180 2/2 [==============================] - 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0s 16ms/step >65, 58/693, d1=0.361, d2=0.308 g=2.324 2/2 [==============================] - 0s 18ms/step >65, 59/693, d1=0.536, d2=0.403 g=2.110 2/2 [==============================] - 0s 16ms/step >65, 60/693, d1=0.479, d2=0.332 g=2.214 2/2 [==============================] - 0s 18ms/step >65, 61/693, d1=0.302, d2=0.296 g=2.503 2/2 [==============================] - 0s 16ms/step >65, 62/693, d1=0.428, d2=0.294 g=2.176 2/2 [==============================] - 0s 17ms/step >65, 63/693, d1=0.498, d2=0.254 g=2.024 2/2 [==============================] - 0s 16ms/step >65, 64/693, d1=0.475, d2=0.428 g=1.992 2/2 [==============================] - 0s 16ms/step >65, 65/693, d1=0.322, d2=0.264 g=2.165 2/2 [==============================] - 0s 18ms/step >65, 66/693, d1=0.284, d2=0.408 g=2.207 2/2 [==============================] - 0s 18ms/step >65, 67/693, d1=0.469, d2=0.377 g=2.439 2/2 [==============================] - 0s 16ms/step >65, 68/693, d1=0.406, d2=0.228 g=2.376 2/2 [==============================] - 0s 17ms/step >65, 69/693, d1=0.270, d2=0.241 g=2.244 2/2 [==============================] - 0s 17ms/step >65, 70/693, d1=0.411, d2=0.333 g=2.327 2/2 [==============================] - 0s 18ms/step >65, 71/693, d1=0.256, d2=0.350 g=2.321 2/2 [==============================] - 0s 16ms/step >65, 72/693, d1=0.529, d2=0.322 g=2.100 2/2 [==============================] - 0s 16ms/step >65, 73/693, d1=0.393, d2=0.258 g=2.176 2/2 [==============================] - 0s 17ms/step >65, 74/693, d1=0.360, d2=0.418 g=1.958 2/2 [==============================] - 0s 18ms/step >65, 75/693, d1=0.379, d2=0.307 g=2.278 2/2 [==============================] - 0s 17ms/step >65, 76/693, d1=0.427, d2=0.343 g=2.149 2/2 [==============================] - 0s 18ms/step >65, 77/693, d1=0.439, d2=0.337 g=2.387 2/2 [==============================] - 0s 20ms/step >65, 78/693, d1=0.395, d2=0.296 g=2.187 2/2 [==============================] - 0s 19ms/step >65, 79/693, d1=0.268, d2=0.273 g=2.533 2/2 [==============================] - 0s 17ms/step >65, 80/693, d1=0.504, d2=0.250 g=2.025 2/2 [==============================] - 0s 19ms/step >65, 81/693, d1=0.392, d2=0.476 g=2.256 2/2 [==============================] - 0s 17ms/step >65, 82/693, d1=0.456, d2=0.322 g=2.187 2/2 [==============================] - 0s 18ms/step >65, 83/693, d1=0.276, d2=0.352 g=2.380 2/2 [==============================] - 0s 18ms/step >65, 84/693, d1=0.413, d2=0.195 g=2.180 2/2 [==============================] - 0s 20ms/step >65, 85/693, d1=0.395, d2=0.211 g=2.150 2/2 [==============================] - 0s 17ms/step >65, 86/693, d1=0.434, d2=0.341 g=1.837 2/2 [==============================] - 0s 16ms/step >65, 87/693, d1=0.251, d2=0.519 g=2.519 2/2 [==============================] - 0s 16ms/step >65, 88/693, d1=0.352, d2=0.271 g=2.505 2/2 [==============================] - 0s 17ms/step >65, 89/693, d1=0.264, d2=0.241 g=2.442 2/2 [==============================] - 0s 17ms/step >65, 90/693, d1=0.385, d2=0.250 g=2.397 2/2 [==============================] - 0s 16ms/step >65, 91/693, d1=0.245, d2=0.325 g=2.572 2/2 [==============================] - 0s 17ms/step >65, 92/693, d1=0.432, d2=0.156 g=2.507 2/2 [==============================] - 0s 21ms/step >65, 93/693, d1=0.451, d2=0.292 g=2.262 2/2 [==============================] - 0s 17ms/step >65, 94/693, d1=0.306, d2=0.377 g=2.393 2/2 [==============================] - 0s 16ms/step >65, 95/693, d1=0.399, d2=0.324 g=2.398 2/2 [==============================] - 0s 16ms/step >65, 96/693, d1=0.414, d2=0.304 g=2.120 2/2 [==============================] - 0s 18ms/step >65, 97/693, d1=0.371, d2=0.288 g=2.342 2/2 [==============================] - 0s 16ms/step >65, 98/693, d1=0.421, d2=0.289 g=2.047 2/2 [==============================] - 0s 16ms/step >65, 99/693, d1=0.274, d2=0.280 g=2.171 2/2 [==============================] - 0s 17ms/step >65, 100/693, d1=0.328, d2=0.306 g=2.291 2/2 [==============================] - 0s 17ms/step >65, 101/693, d1=0.445, d2=0.331 g=2.138 2/2 [==============================] - 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0s 17ms/step >65, 157/693, d1=0.384, d2=0.323 g=2.080 2/2 [==============================] - 0s 16ms/step >65, 158/693, d1=0.538, d2=0.348 g=1.807 2/2 [==============================] - 0s 16ms/step >65, 159/693, d1=0.358, d2=0.536 g=2.277 2/2 [==============================] - 0s 17ms/step >65, 160/693, d1=0.354, d2=0.308 g=2.558 2/2 [==============================] - 0s 16ms/step >65, 161/693, d1=0.434, d2=0.287 g=2.300 2/2 [==============================] - 0s 16ms/step >65, 162/693, d1=0.296, d2=0.342 g=2.317 2/2 [==============================] - 0s 17ms/step >65, 163/693, d1=0.417, d2=0.325 g=2.269 2/2 [==============================] - 0s 18ms/step >65, 164/693, d1=0.316, d2=0.227 g=2.214 2/2 [==============================] - 0s 16ms/step >65, 165/693, d1=0.537, d2=0.322 g=1.901 2/2 [==============================] - 0s 17ms/step >65, 166/693, d1=0.418, d2=0.383 g=2.043 2/2 [==============================] - 0s 18ms/step >65, 167/693, d1=0.516, d2=0.320 g=2.298 2/2 [==============================] - 0s 17ms/step >65, 168/693, d1=0.263, d2=0.256 g=2.262 2/2 [==============================] - 0s 17ms/step >65, 169/693, d1=0.421, d2=0.329 g=2.283 2/2 [==============================] - 0s 20ms/step >65, 170/693, d1=0.285, d2=0.229 g=2.211 2/2 [==============================] - 0s 17ms/step >65, 171/693, d1=0.341, d2=0.274 g=2.625 2/2 [==============================] - 0s 17ms/step >65, 172/693, d1=0.478, d2=0.294 g=2.575 2/2 [==============================] - 0s 18ms/step >65, 173/693, d1=0.398, d2=0.319 g=2.254 2/2 [==============================] - 0s 16ms/step >65, 174/693, d1=0.274, d2=0.261 g=2.309 2/2 [==============================] - 0s 17ms/step >65, 175/693, d1=0.354, d2=0.336 g=2.434 2/2 [==============================] - 0s 18ms/step >65, 176/693, d1=0.383, d2=0.279 g=2.593 2/2 [==============================] - 0s 18ms/step >65, 177/693, d1=0.415, d2=0.248 g=2.331 2/2 [==============================] - 0s 17ms/step >65, 178/693, d1=0.419, d2=0.332 g=1.961 2/2 [==============================] - 0s 18ms/step >65, 179/693, d1=0.344, d2=0.314 g=2.419 2/2 [==============================] - 0s 17ms/step >65, 180/693, d1=0.358, d2=0.313 g=2.363 2/2 [==============================] - 0s 18ms/step >65, 181/693, d1=0.278, d2=0.308 g=2.351 2/2 [==============================] - 0s 18ms/step >65, 182/693, d1=0.447, d2=0.303 g=2.194 2/2 [==============================] - 0s 17ms/step >65, 183/693, d1=0.299, d2=0.319 g=2.871 2/2 [==============================] - 0s 16ms/step >65, 184/693, d1=0.552, d2=0.242 g=2.223 2/2 [==============================] - 0s 17ms/step >65, 185/693, d1=0.247, d2=0.282 g=2.425 2/2 [==============================] - 0s 17ms/step >65, 186/693, d1=0.266, d2=0.203 g=2.268 2/2 [==============================] - 0s 19ms/step >65, 187/693, d1=0.429, d2=0.357 g=2.245 2/2 [==============================] - 0s 16ms/step >65, 188/693, d1=0.317, d2=0.342 g=2.425 2/2 [==============================] - 0s 17ms/step >65, 189/693, d1=0.462, d2=0.326 g=2.314 2/2 [==============================] - 0s 17ms/step >65, 190/693, d1=0.316, d2=0.234 g=2.295 2/2 [==============================] - 0s 17ms/step >65, 191/693, d1=0.253, d2=0.254 g=2.411 2/2 [==============================] - 0s 17ms/step >65, 192/693, d1=0.585, d2=0.242 g=2.329 2/2 [==============================] - 0s 16ms/step >65, 193/693, d1=0.386, d2=0.322 g=2.079 2/2 [==============================] - 0s 18ms/step >65, 194/693, d1=0.330, d2=0.362 g=2.118 2/2 [==============================] - 0s 17ms/step >65, 195/693, d1=0.370, d2=0.351 g=2.145 2/2 [==============================] - 0s 18ms/step >65, 196/693, d1=0.290, d2=0.313 g=2.435 2/2 [==============================] - 0s 18ms/step >65, 197/693, d1=0.408, d2=0.267 g=2.408 2/2 [==============================] - 0s 16ms/step >65, 198/693, d1=0.446, d2=0.314 g=2.273 2/2 [==============================] - 0s 17ms/step >65, 199/693, d1=0.238, d2=0.191 g=2.465 2/2 [==============================] - 0s 19ms/step >65, 200/693, d1=0.286, d2=0.392 g=2.317 2/2 [==============================] - 0s 16ms/step >65, 201/693, d1=0.281, d2=0.370 g=2.388 2/2 [==============================] - 0s 16ms/step >65, 202/693, d1=0.526, d2=0.253 g=2.577 2/2 [==============================] - 0s 16ms/step >65, 203/693, d1=0.430, d2=0.238 g=2.177 2/2 [==============================] - 0s 17ms/step >65, 204/693, d1=0.317, d2=0.245 g=2.384 2/2 [==============================] - 0s 16ms/step >65, 205/693, d1=0.378, d2=0.322 g=1.989 2/2 [==============================] - 0s 16ms/step >65, 206/693, d1=0.194, d2=0.433 g=2.352 2/2 [==============================] - 0s 17ms/step >65, 207/693, d1=0.489, d2=0.320 g=2.459 2/2 [==============================] - 0s 16ms/step >65, 208/693, d1=0.424, d2=0.207 g=2.530 2/2 [==============================] - 0s 17ms/step >65, 209/693, d1=0.290, d2=0.276 g=2.170 2/2 [==============================] - 0s 18ms/step >65, 210/693, d1=0.314, d2=0.367 g=2.531 2/2 [==============================] - 0s 16ms/step >65, 211/693, d1=0.315, d2=0.284 g=2.393 2/2 [==============================] - 0s 18ms/step >65, 212/693, d1=0.423, d2=0.315 g=2.388 2/2 [==============================] - 0s 18ms/step >65, 213/693, d1=0.402, d2=0.201 g=2.355 2/2 [==============================] - 0s 18ms/step >65, 214/693, d1=0.317, d2=0.326 g=2.117 2/2 [==============================] - 0s 16ms/step >65, 215/693, d1=0.305, d2=0.453 g=2.217 2/2 [==============================] - 0s 16ms/step >65, 216/693, d1=0.333, d2=0.273 g=2.293 2/2 [==============================] - 0s 16ms/step >65, 217/693, d1=0.306, d2=0.254 g=2.454 2/2 [==============================] - 0s 17ms/step >65, 218/693, d1=0.383, d2=0.353 g=2.803 2/2 [==============================] - 0s 18ms/step >65, 219/693, d1=0.384, d2=0.319 g=2.384 2/2 [==============================] - 0s 17ms/step >65, 220/693, d1=0.374, d2=0.250 g=2.247 2/2 [==============================] - 0s 17ms/step >65, 221/693, d1=0.458, d2=0.494 g=2.407 2/2 [==============================] - 0s 18ms/step >65, 222/693, d1=0.373, d2=0.250 g=2.426 2/2 [==============================] - 0s 17ms/step >65, 223/693, d1=0.376, d2=0.242 g=2.572 2/2 [==============================] - 0s 17ms/step >65, 224/693, d1=0.370, d2=0.337 g=2.454 2/2 [==============================] - 0s 16ms/step >65, 225/693, d1=0.391, d2=0.230 g=2.140 2/2 [==============================] - 0s 17ms/step >65, 226/693, d1=0.423, d2=0.288 g=1.996 2/2 [==============================] - 0s 16ms/step >65, 227/693, d1=0.377, d2=0.306 g=2.097 2/2 [==============================] - 0s 17ms/step >65, 228/693, d1=0.319, d2=0.396 g=2.274 2/2 [==============================] - 0s 17ms/step >65, 229/693, d1=0.236, d2=0.229 g=2.426 2/2 [==============================] - 0s 18ms/step >65, 230/693, d1=0.384, d2=0.217 g=2.308 2/2 [==============================] - 0s 18ms/step >65, 231/693, d1=0.414, d2=0.293 g=2.308 2/2 [==============================] - 0s 18ms/step >65, 232/693, d1=0.280, d2=0.338 g=2.267 2/2 [==============================] - 0s 17ms/step >65, 233/693, d1=0.405, d2=0.380 g=2.152 2/2 [==============================] - 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0s 15ms/step >65, 245/693, d1=0.403, d2=0.388 g=2.265 2/2 [==============================] - 0s 17ms/step >65, 246/693, d1=0.276, d2=0.310 g=2.405 2/2 [==============================] - 0s 18ms/step >65, 247/693, d1=0.540, d2=0.318 g=2.210 2/2 [==============================] - 0s 17ms/step >65, 248/693, d1=0.200, d2=0.380 g=2.276 2/2 [==============================] - 0s 16ms/step >65, 249/693, d1=0.242, d2=0.250 g=2.616 2/2 [==============================] - 0s 16ms/step >65, 250/693, d1=0.498, d2=0.253 g=2.357 2/2 [==============================] - 0s 17ms/step >65, 251/693, d1=0.372, d2=0.300 g=2.187 2/2 [==============================] - 0s 18ms/step >65, 252/693, d1=0.339, d2=0.360 g=2.390 2/2 [==============================] - 0s 17ms/step >65, 253/693, d1=0.362, d2=0.243 g=2.255 2/2 [==============================] - 0s 16ms/step >65, 254/693, d1=0.421, d2=0.284 g=2.272 2/2 [==============================] - 0s 17ms/step >65, 255/693, d1=0.426, d2=0.387 g=2.297 2/2 [==============================] - 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0s 18ms/step >65, 267/693, d1=0.283, d2=0.316 g=2.078 2/2 [==============================] - 0s 17ms/step >65, 268/693, d1=0.325, d2=0.429 g=2.387 2/2 [==============================] - 0s 17ms/step >65, 269/693, d1=0.377, d2=0.252 g=2.337 2/2 [==============================] - 0s 16ms/step >65, 270/693, d1=0.335, d2=0.517 g=2.339 2/2 [==============================] - 0s 18ms/step >65, 271/693, d1=0.388, d2=0.329 g=2.501 2/2 [==============================] - 0s 16ms/step >65, 272/693, d1=0.442, d2=0.221 g=2.513 2/2 [==============================] - 0s 18ms/step >65, 273/693, d1=0.492, d2=0.343 g=2.254 2/2 [==============================] - 0s 17ms/step >65, 274/693, d1=0.428, d2=0.313 g=1.938 2/2 [==============================] - 0s 17ms/step >65, 275/693, d1=0.411, d2=0.274 g=2.306 2/2 [==============================] - 0s 17ms/step >65, 276/693, d1=0.318, d2=0.283 g=2.317 2/2 [==============================] - 0s 17ms/step >65, 277/693, d1=0.372, d2=0.426 g=2.164 2/2 [==============================] - 0s 17ms/step >65, 278/693, d1=0.295, d2=0.259 g=2.473 2/2 [==============================] - 0s 18ms/step >65, 279/693, d1=0.384, d2=0.358 g=2.313 2/2 [==============================] - 0s 18ms/step >65, 280/693, d1=0.316, d2=0.462 g=2.681 2/2 [==============================] - 0s 18ms/step >65, 281/693, d1=0.425, d2=0.187 g=2.350 2/2 [==============================] - 0s 17ms/step >65, 282/693, d1=0.575, d2=0.346 g=2.269 2/2 [==============================] - 0s 16ms/step >65, 283/693, d1=0.348, d2=0.325 g=2.276 2/2 [==============================] - 0s 17ms/step >65, 284/693, d1=0.363, d2=0.444 g=2.265 2/2 [==============================] - 0s 17ms/step >65, 285/693, d1=0.480, d2=0.313 g=2.408 2/2 [==============================] - 0s 17ms/step >65, 286/693, d1=0.323, d2=0.391 g=2.518 2/2 [==============================] - 0s 16ms/step >65, 287/693, d1=0.582, d2=0.362 g=2.067 2/2 [==============================] - 0s 18ms/step >65, 288/693, d1=0.284, d2=0.318 g=2.235 2/2 [==============================] - 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0s 17ms/step >65, 322/693, d1=0.308, d2=0.331 g=2.414 2/2 [==============================] - 0s 19ms/step >65, 323/693, d1=0.379, d2=0.307 g=2.307 2/2 [==============================] - 0s 16ms/step >65, 324/693, d1=0.379, d2=0.270 g=2.434 2/2 [==============================] - 0s 19ms/step >65, 325/693, d1=0.454, d2=0.266 g=2.102 2/2 [==============================] - 0s 18ms/step >65, 326/693, d1=0.361, d2=0.427 g=2.641 2/2 [==============================] - 0s 18ms/step >65, 327/693, d1=0.390, d2=0.315 g=2.977 2/2 [==============================] - 0s 17ms/step >65, 328/693, d1=0.534, d2=0.261 g=2.488 2/2 [==============================] - 0s 17ms/step >65, 329/693, d1=0.415, d2=0.270 g=2.066 2/2 [==============================] - 0s 17ms/step >65, 330/693, d1=0.259, d2=0.341 g=2.498 2/2 [==============================] - 0s 17ms/step >65, 331/693, d1=0.445, d2=0.302 g=2.124 2/2 [==============================] - 0s 16ms/step >65, 332/693, d1=0.373, d2=0.417 g=2.411 2/2 [==============================] - 0s 17ms/step >65, 333/693, d1=0.402, d2=0.254 g=2.492 2/2 [==============================] - 0s 17ms/step >65, 334/693, d1=0.523, d2=0.317 g=1.890 2/2 [==============================] - 0s 17ms/step >65, 335/693, d1=0.360, d2=0.448 g=2.227 2/2 [==============================] - 0s 16ms/step >65, 336/693, d1=0.396, d2=0.259 g=2.181 2/2 [==============================] - 0s 16ms/step >65, 337/693, d1=0.378, d2=0.294 g=2.244 2/2 [==============================] - 0s 16ms/step >65, 338/693, d1=0.507, d2=0.404 g=2.188 2/2 [==============================] - 0s 16ms/step >65, 339/693, d1=0.603, d2=0.464 g=2.102 2/2 [==============================] - 0s 16ms/step >65, 340/693, d1=0.365, d2=0.276 g=1.998 2/2 [==============================] - 0s 16ms/step >65, 341/693, d1=0.354, d2=0.311 g=2.146 2/2 [==============================] - 0s 17ms/step >65, 342/693, d1=0.282, d2=0.341 g=2.121 2/2 [==============================] - 0s 18ms/step >65, 343/693, d1=0.283, d2=0.269 g=2.614 2/2 [==============================] - 0s 17ms/step >65, 344/693, d1=0.350, d2=0.239 g=2.235 2/2 [==============================] - 0s 17ms/step >65, 345/693, d1=0.405, d2=0.279 g=2.017 2/2 [==============================] - 0s 17ms/step >65, 346/693, d1=0.310, d2=0.260 g=2.135 2/2 [==============================] - 0s 19ms/step >65, 347/693, d1=0.585, d2=0.305 g=2.157 2/2 [==============================] - 0s 19ms/step >65, 348/693, d1=0.197, d2=0.296 g=2.177 2/2 [==============================] - 0s 17ms/step >65, 349/693, d1=0.442, d2=0.368 g=1.979 2/2 [==============================] - 0s 19ms/step >65, 350/693, d1=0.510, d2=0.398 g=2.030 2/2 [==============================] - 0s 17ms/step >65, 351/693, d1=0.343, d2=0.299 g=2.477 2/2 [==============================] - 0s 17ms/step >65, 352/693, d1=0.318, d2=0.373 g=2.427 2/2 [==============================] - 0s 17ms/step >65, 353/693, d1=0.339, d2=0.283 g=2.250 2/2 [==============================] - 0s 18ms/step >65, 354/693, d1=0.432, d2=0.250 g=2.047 2/2 [==============================] - 0s 18ms/step >65, 355/693, d1=0.355, d2=0.400 g=2.076 2/2 [==============================] - 0s 17ms/step >65, 356/693, d1=0.495, d2=0.396 g=2.148 2/2 [==============================] - 0s 18ms/step >65, 357/693, d1=0.352, d2=0.316 g=2.247 2/2 [==============================] - 0s 17ms/step >65, 358/693, d1=0.460, d2=0.273 g=1.974 2/2 [==============================] - 0s 19ms/step >65, 359/693, d1=0.370, d2=0.296 g=2.095 2/2 [==============================] - 0s 17ms/step >65, 360/693, d1=0.315, d2=0.434 g=2.159 2/2 [==============================] - 0s 17ms/step >65, 361/693, d1=0.403, d2=0.240 g=1.971 2/2 [==============================] - 0s 17ms/step >65, 362/693, d1=0.339, d2=0.435 g=2.054 2/2 [==============================] - 0s 18ms/step >65, 363/693, d1=0.302, d2=0.233 g=2.203 2/2 [==============================] - 0s 18ms/step >65, 364/693, d1=0.373, d2=0.406 g=2.394 2/2 [==============================] - 0s 17ms/step >65, 365/693, d1=0.360, d2=0.253 g=2.422 2/2 [==============================] - 0s 17ms/step >65, 366/693, d1=0.491, d2=0.236 g=2.219 2/2 [==============================] - 0s 16ms/step >65, 367/693, d1=0.347, d2=0.447 g=2.343 2/2 [==============================] - 0s 17ms/step >65, 368/693, d1=0.308, d2=0.253 g=2.305 2/2 [==============================] - 0s 17ms/step >65, 369/693, d1=0.438, d2=0.329 g=2.317 2/2 [==============================] - 0s 19ms/step >65, 370/693, d1=0.305, d2=0.269 g=2.096 2/2 [==============================] - 0s 18ms/step >65, 371/693, d1=0.422, d2=0.308 g=2.151 2/2 [==============================] - 0s 16ms/step >65, 372/693, d1=0.430, d2=0.345 g=2.226 2/2 [==============================] - 0s 17ms/step >65, 373/693, d1=0.339, d2=0.244 g=2.269 2/2 [==============================] - 0s 19ms/step >65, 374/693, d1=0.512, d2=0.305 g=2.000 2/2 [==============================] - 0s 18ms/step >65, 375/693, d1=0.520, d2=0.399 g=2.198 2/2 [==============================] - 0s 61ms/step >65, 376/693, d1=0.331, d2=0.312 g=2.305 2/2 [==============================] - 0s 17ms/step >65, 377/693, d1=0.550, d2=0.328 g=2.204 2/2 [==============================] - 0s 21ms/step >65, 378/693, d1=0.485, d2=0.304 g=1.888 2/2 [==============================] - 0s 21ms/step >65, 379/693, d1=0.260, d2=0.303 g=2.121 2/2 [==============================] - 0s 21ms/step >65, 380/693, d1=0.428, d2=0.322 g=1.945 2/2 [==============================] - 0s 17ms/step >65, 381/693, d1=0.304, d2=0.261 g=2.319 2/2 [==============================] - 0s 17ms/step >65, 382/693, d1=0.317, d2=0.331 g=2.325 2/2 [==============================] - 0s 16ms/step >65, 383/693, d1=0.339, d2=0.269 g=2.127 2/2 [==============================] - 0s 16ms/step >65, 384/693, d1=0.332, d2=0.222 g=2.212 2/2 [==============================] - 0s 20ms/step >65, 385/693, d1=0.345, d2=0.370 g=2.145 2/2 [==============================] - 0s 18ms/step >65, 386/693, d1=0.251, d2=0.314 g=2.454 2/2 [==============================] - 0s 20ms/step >65, 387/693, d1=0.407, d2=0.333 g=2.346 2/2 [==============================] - 0s 17ms/step >65, 388/693, d1=0.367, d2=0.337 g=2.404 2/2 [==============================] - 0s 17ms/step >65, 389/693, d1=0.412, d2=0.419 g=2.009 2/2 [==============================] - 0s 17ms/step >65, 390/693, d1=0.390, d2=0.338 g=2.745 2/2 [==============================] - 0s 16ms/step >65, 391/693, d1=0.552, d2=0.162 g=2.366 2/2 [==============================] - 0s 19ms/step >65, 392/693, d1=0.384, d2=0.239 g=2.503 2/2 [==============================] - 0s 17ms/step >65, 393/693, d1=0.332, d2=0.264 g=2.288 2/2 [==============================] - 0s 17ms/step >65, 394/693, d1=0.400, d2=0.340 g=2.445 2/2 [==============================] - 0s 17ms/step >65, 395/693, d1=0.201, d2=0.320 g=2.404 2/2 [==============================] - 0s 18ms/step >65, 396/693, d1=0.496, d2=0.457 g=2.300 2/2 [==============================] - 0s 16ms/step >65, 397/693, d1=0.330, d2=0.266 g=2.458 2/2 [==============================] - 0s 16ms/step >65, 398/693, d1=0.570, d2=0.268 g=2.027 2/2 [==============================] - 0s 18ms/step >65, 399/693, d1=0.344, d2=0.359 g=2.008 2/2 [==============================] - 0s 17ms/step >65, 400/693, d1=0.330, d2=0.328 g=2.186 2/2 [==============================] - 0s 18ms/step >65, 401/693, d1=0.367, d2=0.361 g=2.251 2/2 [==============================] - 0s 19ms/step >65, 402/693, d1=0.317, d2=0.209 g=2.394 2/2 [==============================] - 0s 17ms/step >65, 403/693, d1=0.494, d2=0.266 g=2.472 2/2 [==============================] - 0s 18ms/step >65, 404/693, d1=0.483, d2=0.291 g=1.853 2/2 [==============================] - 0s 16ms/step >65, 405/693, d1=0.245, d2=0.427 g=2.141 2/2 [==============================] - 0s 17ms/step >65, 406/693, d1=0.394, d2=0.433 g=2.293 2/2 [==============================] - 0s 17ms/step >65, 407/693, d1=0.470, d2=0.285 g=2.317 2/2 [==============================] - 0s 16ms/step >65, 408/693, d1=0.321, d2=0.352 g=2.364 2/2 [==============================] - 0s 19ms/step >65, 409/693, d1=0.418, d2=0.256 g=2.441 2/2 [==============================] - 0s 18ms/step >65, 410/693, d1=0.310, d2=0.285 g=2.107 2/2 [==============================] - 0s 17ms/step >65, 411/693, d1=0.524, d2=0.371 g=2.386 2/2 [==============================] - 0s 18ms/step >65, 412/693, d1=0.348, d2=0.270 g=2.195 2/2 [==============================] - 0s 17ms/step >65, 413/693, d1=0.399, d2=0.246 g=2.226 2/2 [==============================] - 0s 17ms/step >65, 414/693, d1=0.335, d2=0.318 g=2.057 2/2 [==============================] - 0s 17ms/step >65, 415/693, d1=0.343, d2=0.306 g=2.255 2/2 [==============================] - 0s 17ms/step >65, 416/693, d1=0.382, d2=0.338 g=1.961 2/2 [==============================] - 0s 19ms/step >65, 417/693, d1=0.301, d2=0.343 g=2.580 2/2 [==============================] - 0s 17ms/step >65, 418/693, d1=0.373, d2=0.236 g=2.103 2/2 [==============================] - 0s 18ms/step >65, 419/693, d1=0.336, d2=0.325 g=1.998 2/2 [==============================] - 0s 18ms/step >65, 420/693, d1=0.200, d2=0.325 g=2.328 2/2 [==============================] - 0s 17ms/step >65, 421/693, d1=0.337, d2=0.363 g=2.418 2/2 [==============================] - 0s 17ms/step >65, 422/693, d1=0.297, d2=0.180 g=2.594 2/2 [==============================] - 0s 18ms/step >65, 423/693, d1=0.489, d2=0.196 g=2.295 2/2 [==============================] - 0s 18ms/step >65, 424/693, d1=0.400, d2=0.343 g=1.909 2/2 [==============================] - 0s 17ms/step >65, 425/693, d1=0.242, d2=0.359 g=2.374 2/2 [==============================] - 0s 18ms/step >65, 426/693, d1=0.375, d2=0.263 g=2.313 2/2 [==============================] - 0s 17ms/step >65, 427/693, d1=0.385, d2=0.299 g=2.228 2/2 [==============================] - 0s 17ms/step >65, 428/693, d1=0.447, d2=0.294 g=2.158 2/2 [==============================] - 0s 17ms/step >65, 429/693, d1=0.223, d2=0.305 g=2.495 2/2 [==============================] - 0s 16ms/step >65, 430/693, d1=0.370, d2=0.286 g=2.098 2/2 [==============================] - 0s 17ms/step >65, 431/693, d1=0.362, d2=0.279 g=2.323 2/2 [==============================] - 0s 16ms/step >65, 432/693, d1=0.384, d2=0.400 g=2.436 2/2 [==============================] - 0s 17ms/step >65, 433/693, d1=0.449, d2=0.269 g=2.339 2/2 [==============================] - 0s 16ms/step >65, 434/693, d1=0.509, d2=0.384 g=2.287 2/2 [==============================] - 0s 16ms/step >65, 435/693, d1=0.459, d2=0.274 g=2.420 2/2 [==============================] - 0s 17ms/step >65, 436/693, d1=0.222, d2=0.290 g=2.215 2/2 [==============================] - 0s 19ms/step >65, 437/693, d1=0.478, d2=0.229 g=2.378 2/2 [==============================] - 0s 17ms/step >65, 438/693, d1=0.310, d2=0.276 g=2.446 2/2 [==============================] - 0s 17ms/step >65, 439/693, d1=0.537, d2=0.288 g=2.001 2/2 [==============================] - 0s 17ms/step >65, 440/693, d1=0.288, d2=0.341 g=2.366 2/2 [==============================] - 0s 16ms/step >65, 441/693, d1=0.367, d2=0.293 g=2.182 2/2 [==============================] - 0s 17ms/step >65, 442/693, d1=0.488, d2=0.382 g=2.083 2/2 [==============================] - 0s 18ms/step >65, 443/693, d1=0.325, d2=0.285 g=2.207 2/2 [==============================] - 0s 17ms/step >65, 444/693, d1=0.595, d2=0.389 g=2.232 2/2 [==============================] - 0s 19ms/step >65, 445/693, d1=0.438, d2=0.268 g=2.127 2/2 [==============================] - 0s 17ms/step >65, 446/693, d1=0.426, d2=0.232 g=2.061 2/2 [==============================] - 0s 16ms/step >65, 447/693, d1=0.297, d2=0.256 g=2.223 2/2 [==============================] - 0s 17ms/step >65, 448/693, d1=0.420, d2=0.361 g=2.091 2/2 [==============================] - 0s 17ms/step >65, 449/693, d1=0.184, d2=0.375 g=2.509 2/2 [==============================] - 0s 17ms/step >65, 450/693, d1=0.314, d2=0.219 g=2.620 2/2 [==============================] - 0s 17ms/step >65, 451/693, d1=0.357, d2=0.312 g=2.354 2/2 [==============================] - 0s 17ms/step >65, 452/693, d1=0.302, d2=0.271 g=2.561 2/2 [==============================] - 0s 17ms/step >65, 453/693, d1=0.530, d2=0.318 g=2.148 2/2 [==============================] - 0s 18ms/step >65, 454/693, d1=0.433, d2=0.357 g=2.255 2/2 [==============================] - 0s 17ms/step >65, 455/693, d1=0.273, d2=0.259 g=2.278 2/2 [==============================] - 0s 18ms/step >65, 456/693, d1=0.363, d2=0.323 g=2.178 2/2 [==============================] - 0s 16ms/step >65, 457/693, d1=0.333, d2=0.303 g=2.171 2/2 [==============================] - 0s 17ms/step >65, 458/693, d1=0.620, d2=0.327 g=2.200 2/2 [==============================] - 0s 17ms/step >65, 459/693, d1=0.368, d2=0.308 g=1.922 2/2 [==============================] - 0s 18ms/step >65, 460/693, d1=0.329, d2=0.410 g=2.171 2/2 [==============================] - 0s 17ms/step >65, 461/693, d1=0.455, d2=0.245 g=2.059 2/2 [==============================] - 0s 17ms/step >65, 462/693, d1=0.443, d2=0.336 g=2.084 2/2 [==============================] - 0s 17ms/step >65, 463/693, d1=0.275, d2=0.211 g=2.039 2/2 [==============================] - 0s 17ms/step >65, 464/693, d1=0.481, d2=0.313 g=1.883 2/2 [==============================] - 0s 16ms/step >65, 465/693, d1=0.244, d2=0.400 g=2.136 2/2 [==============================] - 0s 16ms/step >65, 466/693, d1=0.430, d2=0.338 g=2.460 2/2 [==============================] - 0s 17ms/step >65, 467/693, d1=0.341, d2=0.373 g=2.252 2/2 [==============================] - 0s 18ms/step >65, 468/693, d1=0.429, d2=0.248 g=1.980 2/2 [==============================] - 0s 18ms/step >65, 469/693, d1=0.325, d2=0.333 g=2.260 2/2 [==============================] - 0s 16ms/step >65, 470/693, d1=0.342, d2=0.223 g=2.279 2/2 [==============================] - 0s 17ms/step >65, 471/693, d1=0.597, d2=0.227 g=2.140 2/2 [==============================] - 0s 17ms/step >65, 472/693, d1=0.281, d2=0.288 g=2.072 2/2 [==============================] - 0s 17ms/step >65, 473/693, d1=0.354, d2=0.342 g=2.173 2/2 [==============================] - 0s 18ms/step >65, 474/693, d1=0.372, d2=0.267 g=2.065 2/2 [==============================] - 0s 17ms/step >65, 475/693, d1=0.285, d2=0.328 g=2.210 2/2 [==============================] - 0s 17ms/step >65, 476/693, d1=0.366, d2=0.522 g=2.334 2/2 [==============================] - 0s 16ms/step >65, 477/693, d1=0.394, d2=0.346 g=2.632 2/2 [==============================] - 0s 16ms/step >65, 478/693, d1=0.593, d2=0.364 g=2.094 2/2 [==============================] - 0s 17ms/step >65, 479/693, d1=0.355, d2=0.343 g=2.247 2/2 [==============================] - 0s 18ms/step >65, 480/693, d1=0.436, d2=0.410 g=2.079 2/2 [==============================] - 0s 17ms/step >65, 481/693, d1=0.399, d2=0.331 g=2.227 2/2 [==============================] - 0s 18ms/step >65, 482/693, d1=0.426, d2=0.316 g=2.431 2/2 [==============================] - 0s 17ms/step >65, 483/693, d1=0.411, d2=0.331 g=2.119 2/2 [==============================] - 0s 16ms/step >65, 484/693, d1=0.359, d2=0.403 g=2.207 2/2 [==============================] - 0s 16ms/step >65, 485/693, d1=0.350, d2=0.323 g=2.303 2/2 [==============================] - 0s 17ms/step >65, 486/693, d1=0.522, d2=0.344 g=2.284 2/2 [==============================] - 0s 16ms/step >65, 487/693, d1=0.449, d2=0.290 g=1.863 2/2 [==============================] - 0s 17ms/step >65, 488/693, d1=0.322, d2=0.309 g=2.096 2/2 [==============================] - 0s 17ms/step >65, 489/693, d1=0.307, d2=0.355 g=2.277 2/2 [==============================] - 0s 16ms/step >65, 490/693, d1=0.546, d2=0.325 g=2.074 2/2 [==============================] - 0s 18ms/step >65, 491/693, d1=0.394, d2=0.339 g=2.244 2/2 [==============================] - 0s 17ms/step >65, 492/693, d1=0.389, d2=0.267 g=2.363 2/2 [==============================] - 0s 16ms/step >65, 493/693, d1=0.399, d2=0.397 g=2.047 2/2 [==============================] - 0s 16ms/step >65, 494/693, d1=0.310, d2=0.287 g=2.257 2/2 [==============================] - 0s 17ms/step >65, 495/693, d1=0.365, d2=0.288 g=2.223 2/2 [==============================] - 0s 17ms/step >65, 496/693, d1=0.467, d2=0.239 g=2.093 2/2 [==============================] - 0s 18ms/step >65, 497/693, d1=0.217, d2=0.302 g=2.177 2/2 [==============================] - 0s 17ms/step >65, 498/693, d1=0.342, d2=0.366 g=2.310 2/2 [==============================] - 0s 17ms/step >65, 499/693, d1=0.323, d2=0.375 g=2.397 2/2 [==============================] - 0s 15ms/step >65, 500/693, d1=0.507, d2=0.242 g=2.499 2/2 [==============================] - 0s 18ms/step >65, 501/693, d1=0.477, d2=0.338 g=2.026 2/2 [==============================] - 0s 16ms/step >65, 502/693, d1=0.297, d2=0.378 g=2.257 2/2 [==============================] - 0s 17ms/step >65, 503/693, d1=0.328, d2=0.315 g=2.239 2/2 [==============================] - 0s 18ms/step >65, 504/693, d1=0.462, d2=0.205 g=2.447 2/2 [==============================] - 0s 18ms/step >65, 505/693, d1=0.362, d2=0.294 g=2.185 2/2 [==============================] - 0s 17ms/step >65, 506/693, d1=0.323, d2=0.230 g=2.374 2/2 [==============================] - 0s 17ms/step >65, 507/693, d1=0.387, d2=0.399 g=2.338 2/2 [==============================] - 0s 17ms/step >65, 508/693, d1=0.418, d2=0.259 g=2.107 2/2 [==============================] - 0s 18ms/step >65, 509/693, d1=0.310, d2=0.295 g=2.280 2/2 [==============================] - 0s 16ms/step >65, 510/693, d1=0.375, d2=0.263 g=2.268 2/2 [==============================] - 0s 17ms/step >65, 511/693, d1=0.361, d2=0.325 g=2.042 2/2 [==============================] - 0s 17ms/step >65, 512/693, d1=0.369, d2=0.344 g=2.038 2/2 [==============================] - 0s 18ms/step >65, 513/693, d1=0.288, d2=0.385 g=2.303 2/2 [==============================] - 0s 17ms/step >65, 514/693, d1=0.389, d2=0.271 g=2.236 2/2 [==============================] - 0s 16ms/step >65, 515/693, d1=0.320, d2=0.363 g=2.265 2/2 [==============================] - 0s 16ms/step >65, 516/693, d1=0.553, d2=0.317 g=2.415 2/2 [==============================] - 0s 18ms/step >65, 517/693, d1=0.416, d2=0.249 g=2.425 2/2 [==============================] - 0s 17ms/step >65, 518/693, d1=0.322, d2=0.310 g=2.283 2/2 [==============================] - 0s 18ms/step >65, 519/693, d1=0.487, d2=0.261 g=2.034 2/2 [==============================] - 0s 18ms/step >65, 520/693, d1=0.356, d2=0.392 g=2.142 2/2 [==============================] - 0s 18ms/step >65, 521/693, d1=0.359, d2=0.413 g=2.308 2/2 [==============================] - 0s 18ms/step >65, 522/693, d1=0.476, d2=0.287 g=2.327 2/2 [==============================] - 0s 18ms/step >65, 523/693, d1=0.501, d2=0.336 g=2.337 2/2 [==============================] - 0s 17ms/step >65, 524/693, d1=0.332, d2=0.300 g=2.256 2/2 [==============================] - 0s 18ms/step >65, 525/693, d1=0.487, d2=0.259 g=2.347 2/2 [==============================] - 0s 17ms/step >65, 526/693, d1=0.338, d2=0.305 g=2.039 2/2 [==============================] - 0s 17ms/step >65, 527/693, d1=0.524, d2=0.435 g=1.998 2/2 [==============================] - 0s 17ms/step >65, 528/693, d1=0.365, d2=0.282 g=2.142 2/2 [==============================] - 0s 18ms/step >65, 529/693, d1=0.373, d2=0.288 g=2.048 2/2 [==============================] - 0s 18ms/step >65, 530/693, d1=0.352, d2=0.446 g=2.327 2/2 [==============================] - 0s 18ms/step >65, 531/693, d1=0.471, d2=0.343 g=2.531 2/2 [==============================] - 0s 17ms/step >65, 532/693, d1=0.498, d2=0.232 g=2.157 2/2 [==============================] - 0s 18ms/step >65, 533/693, d1=0.406, d2=0.280 g=1.933 2/2 [==============================] - 0s 17ms/step >65, 534/693, d1=0.454, d2=0.321 g=1.995 2/2 [==============================] - 0s 17ms/step >65, 535/693, d1=0.339, d2=0.323 g=2.134 2/2 [==============================] - 0s 17ms/step >65, 536/693, d1=0.331, d2=0.372 g=2.328 2/2 [==============================] - 0s 19ms/step >65, 537/693, d1=0.360, d2=0.219 g=2.287 2/2 [==============================] - 0s 18ms/step >65, 538/693, d1=0.335, d2=0.438 g=2.230 2/2 [==============================] - 0s 17ms/step >65, 539/693, d1=0.403, d2=0.350 g=2.129 2/2 [==============================] - 0s 17ms/step >65, 540/693, d1=0.381, d2=0.274 g=2.233 2/2 [==============================] - 0s 16ms/step >65, 541/693, d1=0.421, d2=0.362 g=2.311 2/2 [==============================] - 0s 17ms/step >65, 542/693, d1=0.337, d2=0.260 g=2.296 2/2 [==============================] - 0s 16ms/step >65, 543/693, d1=0.392, d2=0.260 g=2.181 2/2 [==============================] - 0s 18ms/step >65, 544/693, d1=0.437, d2=0.309 g=2.119 2/2 [==============================] - 0s 17ms/step >65, 545/693, d1=0.315, d2=0.378 g=2.121 2/2 [==============================] - 0s 17ms/step >65, 546/693, d1=0.317, d2=0.305 g=2.409 2/2 [==============================] - 0s 16ms/step >65, 547/693, d1=0.411, d2=0.234 g=2.280 2/2 [==============================] - 0s 16ms/step >65, 548/693, d1=0.346, d2=0.232 g=2.097 2/2 [==============================] - 0s 16ms/step >65, 549/693, d1=0.390, d2=0.332 g=1.955 2/2 [==============================] - 0s 16ms/step >65, 550/693, d1=0.356, d2=0.357 g=2.168 2/2 [==============================] - 0s 16ms/step >65, 551/693, d1=0.438, d2=0.428 g=2.156 2/2 [==============================] - 0s 17ms/step >65, 552/693, d1=0.379, d2=0.273 g=2.187 2/2 [==============================] - 0s 17ms/step >65, 553/693, d1=0.614, d2=0.403 g=1.940 2/2 [==============================] - 0s 16ms/step >65, 554/693, d1=0.293, d2=0.380 g=2.212 2/2 [==============================] - 0s 17ms/step >65, 555/693, d1=0.451, d2=0.213 g=2.039 2/2 [==============================] - 0s 16ms/step >65, 556/693, d1=0.351, d2=0.333 g=2.087 2/2 [==============================] - 0s 16ms/step >65, 557/693, d1=0.263, d2=0.291 g=2.049 2/2 [==============================] - 0s 16ms/step >65, 558/693, d1=0.312, d2=0.389 g=2.457 2/2 [==============================] - 0s 15ms/step >65, 559/693, d1=0.385, d2=0.299 g=2.304 2/2 [==============================] - 0s 18ms/step >65, 560/693, d1=0.300, d2=0.216 g=2.337 2/2 [==============================] - 0s 17ms/step >65, 561/693, d1=0.655, d2=0.295 g=1.872 2/2 [==============================] - 0s 17ms/step >65, 562/693, d1=0.296, d2=0.420 g=2.053 2/2 [==============================] - 0s 17ms/step >65, 563/693, d1=0.231, d2=0.261 g=2.165 2/2 [==============================] - 0s 18ms/step >65, 564/693, d1=0.449, d2=0.377 g=2.055 2/2 [==============================] - 0s 18ms/step >65, 565/693, d1=0.372, d2=0.319 g=2.165 2/2 [==============================] - 0s 17ms/step >65, 566/693, d1=0.350, d2=0.321 g=2.295 2/2 [==============================] - 0s 18ms/step >65, 567/693, d1=0.347, d2=0.255 g=2.234 2/2 [==============================] - 0s 17ms/step >65, 568/693, d1=0.346, d2=0.259 g=2.280 2/2 [==============================] - 0s 16ms/step >65, 569/693, d1=0.380, d2=0.331 g=2.225 2/2 [==============================] - 0s 16ms/step >65, 570/693, d1=0.268, d2=0.339 g=2.446 2/2 [==============================] - 0s 16ms/step >65, 571/693, d1=0.445, d2=0.273 g=2.121 2/2 [==============================] - 0s 18ms/step >65, 572/693, d1=0.432, d2=0.253 g=2.174 2/2 [==============================] - 0s 17ms/step >65, 573/693, d1=0.312, d2=0.339 g=2.149 2/2 [==============================] - 0s 17ms/step >65, 574/693, d1=0.395, d2=0.399 g=2.299 2/2 [==============================] - 0s 18ms/step >65, 575/693, d1=0.273, d2=0.274 g=2.422 2/2 [==============================] - 0s 17ms/step >65, 576/693, d1=0.460, d2=0.218 g=2.166 2/2 [==============================] - 0s 17ms/step >65, 577/693, d1=0.401, d2=0.264 g=2.042 2/2 [==============================] - 0s 17ms/step >65, 578/693, d1=0.358, d2=0.340 g=2.273 2/2 [==============================] - 0s 16ms/step >65, 579/693, d1=0.390, d2=0.267 g=2.123 2/2 [==============================] - 0s 18ms/step >65, 580/693, d1=0.355, d2=0.395 g=2.137 2/2 [==============================] - 0s 17ms/step >65, 581/693, d1=0.409, d2=0.312 g=2.573 2/2 [==============================] - 0s 18ms/step >65, 582/693, d1=0.527, d2=0.309 g=2.340 2/2 [==============================] - 0s 17ms/step >65, 583/693, d1=0.521, d2=0.342 g=2.191 2/2 [==============================] - 0s 18ms/step >65, 584/693, d1=0.376, d2=0.238 g=2.044 2/2 [==============================] - 0s 17ms/step >65, 585/693, d1=0.333, d2=0.311 g=2.019 2/2 [==============================] - 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0s 18ms/step >65, 597/693, d1=0.249, d2=0.289 g=2.374 2/2 [==============================] - 0s 18ms/step >65, 598/693, d1=0.303, d2=0.291 g=2.315 2/2 [==============================] - 0s 18ms/step >65, 599/693, d1=0.370, d2=0.376 g=2.557 2/2 [==============================] - 0s 17ms/step >65, 600/693, d1=0.655, d2=0.285 g=2.122 2/2 [==============================] - 0s 18ms/step >65, 601/693, d1=0.393, d2=0.398 g=2.101 2/2 [==============================] - 0s 17ms/step >65, 602/693, d1=0.260, d2=0.357 g=2.225 2/2 [==============================] - 0s 18ms/step >65, 603/693, d1=0.439, d2=0.215 g=2.584 2/2 [==============================] - 0s 17ms/step >65, 604/693, d1=0.344, d2=0.303 g=2.320 2/2 [==============================] - 0s 17ms/step >65, 605/693, d1=0.445, d2=0.206 g=2.236 2/2 [==============================] - 0s 16ms/step >65, 606/693, d1=0.233, d2=0.386 g=2.273 2/2 [==============================] - 0s 17ms/step >65, 607/693, d1=0.360, d2=0.270 g=2.346 2/2 [==============================] - 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0s 16ms/step >66, 47/693, d1=0.434, d2=0.303 g=2.228 2/2 [==============================] - 0s 16ms/step >66, 48/693, d1=0.472, d2=0.326 g=2.188 2/2 [==============================] - 0s 17ms/step >66, 49/693, d1=0.353, d2=0.238 g=1.916 2/2 [==============================] - 0s 18ms/step >66, 50/693, d1=0.209, d2=0.375 g=2.040 2/2 [==============================] - 0s 16ms/step >66, 51/693, d1=0.262, d2=0.361 g=2.349 2/2 [==============================] - 0s 16ms/step >66, 52/693, d1=0.551, d2=0.279 g=2.301 2/2 [==============================] - 0s 17ms/step >66, 53/693, d1=0.361, d2=0.291 g=2.184 2/2 [==============================] - 0s 18ms/step >66, 54/693, d1=0.461, d2=0.350 g=2.141 2/2 [==============================] - 0s 17ms/step >66, 55/693, d1=0.241, d2=0.247 g=2.397 2/2 [==============================] - 0s 17ms/step >66, 56/693, d1=0.404, d2=0.229 g=2.268 2/2 [==============================] - 0s 16ms/step >66, 57/693, d1=0.409, d2=0.306 g=2.020 2/2 [==============================] - 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0s 16ms/step >68, 36/693, d1=0.485, d2=0.210 g=2.397 2/2 [==============================] - 0s 17ms/step >68, 37/693, d1=0.272, d2=0.188 g=2.337 2/2 [==============================] - 0s 17ms/step >68, 38/693, d1=0.264, d2=0.341 g=2.533 2/2 [==============================] - 0s 16ms/step >68, 39/693, d1=0.255, d2=0.240 g=2.361 2/2 [==============================] - 0s 17ms/step >68, 40/693, d1=0.462, d2=0.212 g=2.505 2/2 [==============================] - 0s 19ms/step >68, 41/693, d1=0.398, d2=0.170 g=2.107 2/2 [==============================] - 0s 16ms/step >68, 42/693, d1=0.332, d2=0.354 g=2.098 2/2 [==============================] - 0s 18ms/step >68, 43/693, d1=0.301, d2=0.370 g=2.401 2/2 [==============================] - 0s 17ms/step >68, 44/693, d1=0.438, d2=0.327 g=2.400 2/2 [==============================] - 0s 17ms/step >68, 45/693, d1=0.631, d2=0.246 g=1.993 2/2 [==============================] - 0s 16ms/step >68, 46/693, d1=0.389, d2=0.370 g=2.082 2/2 [==============================] - 0s 16ms/step >68, 47/693, d1=0.216, d2=0.276 g=2.308 2/2 [==============================] - 0s 17ms/step >68, 48/693, d1=0.371, d2=0.247 g=2.525 2/2 [==============================] - 0s 16ms/step >68, 49/693, d1=0.447, d2=0.246 g=2.237 2/2 [==============================] - 0s 18ms/step >68, 50/693, d1=0.197, d2=0.376 g=2.389 2/2 [==============================] - 0s 17ms/step >68, 51/693, d1=0.337, d2=0.287 g=2.426 2/2 [==============================] - 0s 18ms/step >68, 52/693, d1=0.363, d2=0.317 g=2.175 2/2 [==============================] - 0s 17ms/step >68, 53/693, d1=0.346, d2=0.258 g=2.416 2/2 [==============================] - 0s 17ms/step >68, 54/693, d1=0.380, d2=0.258 g=2.427 2/2 [==============================] - 0s 18ms/step >68, 55/693, d1=0.381, d2=0.217 g=2.276 2/2 [==============================] - 0s 17ms/step >68, 56/693, d1=0.357, d2=0.350 g=2.181 2/2 [==============================] - 0s 17ms/step >68, 57/693, d1=0.221, d2=0.237 g=2.564 2/2 [==============================] - 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0s 16ms/step >69, 652/693, d1=0.293, d2=0.250 g=2.089 2/2 [==============================] - 0s 18ms/step >69, 653/693, d1=0.268, d2=0.225 g=2.290 2/2 [==============================] - 0s 17ms/step >69, 654/693, d1=0.327, d2=0.254 g=2.112 2/2 [==============================] - 0s 16ms/step >69, 655/693, d1=0.324, d2=0.294 g=2.339 2/2 [==============================] - 0s 18ms/step >69, 656/693, d1=0.341, d2=0.349 g=2.202 2/2 [==============================] - 0s 17ms/step >69, 657/693, d1=0.417, d2=0.302 g=2.439 2/2 [==============================] - 0s 18ms/step >69, 658/693, d1=0.401, d2=0.261 g=2.415 2/2 [==============================] - 0s 17ms/step >69, 659/693, d1=0.287, d2=0.363 g=2.478 2/2 [==============================] - 0s 16ms/step >69, 660/693, d1=0.412, d2=0.356 g=2.430 2/2 [==============================] - 0s 16ms/step >69, 661/693, d1=0.455, d2=0.228 g=2.129 2/2 [==============================] - 0s 17ms/step >69, 662/693, d1=0.365, d2=0.274 g=2.022 2/2 [==============================] - 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0s 18ms/step >70, 3/693, d1=0.311, d2=0.360 g=2.509 2/2 [==============================] - 0s 17ms/step >70, 4/693, d1=0.315, d2=0.211 g=2.459 2/2 [==============================] - 0s 17ms/step >70, 5/693, d1=0.337, d2=0.300 g=2.639 2/2 [==============================] - 0s 16ms/step >70, 6/693, d1=0.457, d2=0.280 g=2.140 2/2 [==============================] - 0s 17ms/step >70, 7/693, d1=0.394, d2=0.278 g=2.321 2/2 [==============================] - 0s 18ms/step >70, 8/693, d1=0.363, d2=0.362 g=2.355 2/2 [==============================] - 0s 17ms/step >70, 9/693, d1=0.266, d2=0.234 g=2.266 2/2 [==============================] - 0s 17ms/step >70, 10/693, d1=0.314, d2=0.363 g=2.542 2/2 [==============================] - 0s 18ms/step >70, 11/693, d1=0.344, d2=0.215 g=2.449 2/2 [==============================] - 0s 16ms/step >70, 12/693, d1=0.403, d2=0.191 g=2.326 2/2 [==============================] - 0s 17ms/step >70, 13/693, d1=0.342, d2=0.328 g=2.178 2/2 [==============================] - 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0s 17ms/step >70, 245/693, d1=0.374, d2=0.283 g=2.228 2/2 [==============================] - 0s 16ms/step >70, 246/693, d1=0.106, d2=0.216 g=2.740 2/2 [==============================] - 0s 17ms/step >70, 247/693, d1=0.338, d2=0.439 g=2.543 2/2 [==============================] - 0s 17ms/step >70, 248/693, d1=0.461, d2=0.237 g=2.417 2/2 [==============================] - 0s 17ms/step >70, 249/693, d1=0.493, d2=0.269 g=2.192 2/2 [==============================] - 0s 17ms/step >70, 250/693, d1=0.366, d2=0.254 g=2.305 2/2 [==============================] - 0s 17ms/step >70, 251/693, d1=0.335, d2=0.282 g=2.458 2/2 [==============================] - 0s 20ms/step >70, 252/693, d1=0.288, d2=0.193 g=2.627 2/2 [==============================] - 0s 17ms/step >70, 253/693, d1=0.321, d2=0.322 g=2.377 2/2 [==============================] - 0s 17ms/step >70, 254/693, d1=0.366, d2=0.273 g=2.508 2/2 [==============================] - 0s 16ms/step >70, 255/693, d1=0.244, d2=0.233 g=2.384 2/2 [==============================] - 0s 17ms/step >70, 256/693, d1=0.351, d2=0.342 g=2.505 2/2 [==============================] - 0s 17ms/step >70, 257/693, d1=0.398, d2=0.258 g=2.206 2/2 [==============================] - 0s 17ms/step >70, 258/693, d1=0.317, d2=0.217 g=2.533 2/2 [==============================] - 0s 18ms/step >70, 259/693, d1=0.352, d2=0.322 g=2.294 2/2 [==============================] - 0s 18ms/step >70, 260/693, d1=0.226, d2=0.250 g=2.754 2/2 [==============================] - 0s 16ms/step >70, 261/693, d1=0.605, d2=0.306 g=2.208 2/2 [==============================] - 0s 18ms/step >70, 262/693, d1=0.357, d2=0.299 g=2.221 2/2 [==============================] - 0s 17ms/step >70, 263/693, d1=0.384, d2=0.247 g=2.453 2/2 [==============================] - 0s 18ms/step >70, 264/693, d1=0.326, d2=0.278 g=2.340 2/2 [==============================] - 0s 16ms/step >70, 265/693, d1=0.399, d2=0.314 g=2.173 2/2 [==============================] - 0s 19ms/step >70, 266/693, d1=0.381, d2=0.249 g=2.248 2/2 [==============================] - 0s 17ms/step >70, 267/693, d1=0.263, d2=0.197 g=2.267 2/2 [==============================] - 0s 17ms/step >70, 268/693, d1=0.292, d2=0.310 g=2.329 2/2 [==============================] - 0s 19ms/step >70, 269/693, d1=0.395, d2=0.291 g=2.576 2/2 [==============================] - 0s 18ms/step >70, 270/693, d1=0.346, d2=0.237 g=2.533 2/2 [==============================] - 0s 19ms/step >70, 271/693, d1=0.495, d2=0.328 g=2.050 2/2 [==============================] - 0s 17ms/step >70, 272/693, d1=0.397, d2=0.263 g=2.143 2/2 [==============================] - 0s 16ms/step >70, 273/693, d1=0.257, d2=0.356 g=2.301 2/2 [==============================] - 0s 17ms/step >70, 274/693, d1=0.296, d2=0.279 g=2.243 2/2 [==============================] - 0s 17ms/step >70, 275/693, d1=0.488, d2=0.294 g=2.217 2/2 [==============================] - 0s 17ms/step >70, 276/693, d1=0.372, d2=0.344 g=2.176 2/2 [==============================] - 0s 17ms/step >70, 277/693, d1=0.371, d2=0.297 g=2.299 2/2 [==============================] - 0s 17ms/step >70, 278/693, d1=0.399, d2=0.288 g=2.238 2/2 [==============================] - 0s 16ms/step >70, 279/693, d1=0.517, d2=0.358 g=2.210 2/2 [==============================] - 0s 18ms/step >70, 280/693, d1=0.433, d2=0.312 g=2.229 2/2 [==============================] - 0s 17ms/step >70, 281/693, d1=0.272, d2=0.364 g=2.231 2/2 [==============================] - 0s 18ms/step >70, 282/693, d1=0.407, d2=0.248 g=2.410 2/2 [==============================] - 0s 17ms/step >70, 283/693, d1=0.322, d2=0.262 g=2.465 2/2 [==============================] - 0s 17ms/step >70, 284/693, d1=0.323, d2=0.295 g=2.218 2/2 [==============================] - 0s 18ms/step >70, 285/693, d1=0.339, d2=0.249 g=2.241 2/2 [==============================] - 0s 17ms/step >70, 286/693, d1=0.203, d2=0.338 g=2.290 2/2 [==============================] - 0s 18ms/step >70, 287/693, d1=0.370, d2=0.240 g=2.420 2/2 [==============================] - 0s 18ms/step >70, 288/693, d1=0.346, d2=0.140 g=2.448 2/2 [==============================] - 0s 17ms/step >70, 289/693, d1=0.290, d2=0.218 g=2.400 2/2 [==============================] - 0s 17ms/step >70, 290/693, d1=0.238, d2=0.238 g=2.192 2/2 [==============================] - 0s 19ms/step >70, 291/693, d1=0.245, d2=0.245 g=2.471 2/2 [==============================] - 0s 18ms/step >70, 292/693, d1=0.259, d2=0.328 g=2.532 2/2 [==============================] - 0s 16ms/step >70, 293/693, d1=0.540, d2=0.256 g=2.310 2/2 [==============================] - 0s 17ms/step >70, 294/693, d1=0.416, d2=0.280 g=2.331 2/2 [==============================] - 0s 18ms/step >70, 295/693, d1=0.286, d2=0.354 g=2.487 2/2 [==============================] - 0s 17ms/step >70, 296/693, d1=0.359, d2=0.147 g=2.257 2/2 [==============================] - 0s 16ms/step >70, 297/693, d1=0.340, d2=0.381 g=2.190 2/2 [==============================] - 0s 17ms/step >70, 298/693, d1=0.251, d2=0.303 g=2.425 2/2 [==============================] - 0s 16ms/step >70, 299/693, d1=0.283, d2=0.254 g=2.514 2/2 [==============================] - 0s 16ms/step >70, 300/693, d1=0.501, d2=0.270 g=2.438 2/2 [==============================] - 0s 17ms/step >70, 301/693, d1=0.344, d2=0.197 g=2.469 2/2 [==============================] - 0s 16ms/step >70, 302/693, d1=0.490, d2=0.405 g=2.029 2/2 [==============================] - 0s 16ms/step >70, 303/693, d1=0.309, d2=0.366 g=2.201 2/2 [==============================] - 0s 18ms/step >70, 304/693, d1=0.287, d2=0.336 g=2.383 2/2 [==============================] - 0s 16ms/step >70, 305/693, d1=0.377, d2=0.286 g=2.447 2/2 [==============================] - 0s 17ms/step >70, 306/693, d1=0.436, d2=0.253 g=2.335 2/2 [==============================] - 0s 16ms/step >70, 307/693, d1=0.426, d2=0.281 g=2.287 2/2 [==============================] - 0s 18ms/step >70, 308/693, d1=0.459, d2=0.290 g=2.267 2/2 [==============================] - 0s 17ms/step >70, 309/693, d1=0.289, d2=0.324 g=2.251 2/2 [==============================] - 0s 17ms/step >70, 310/693, d1=0.470, d2=0.246 g=2.394 2/2 [==============================] - 0s 16ms/step >70, 311/693, d1=0.316, d2=0.261 g=2.393 2/2 [==============================] - 0s 17ms/step >70, 312/693, d1=0.263, d2=0.296 g=2.312 2/2 [==============================] - 0s 16ms/step >70, 313/693, d1=0.542, d2=0.266 g=2.104 2/2 [==============================] - 0s 16ms/step >70, 314/693, d1=0.232, d2=0.396 g=2.397 2/2 [==============================] - 0s 17ms/step >70, 315/693, d1=0.276, d2=0.210 g=2.379 2/2 [==============================] - 0s 17ms/step >70, 316/693, d1=0.373, d2=0.366 g=2.459 2/2 [==============================] - 0s 17ms/step >70, 317/693, d1=0.253, d2=0.151 g=2.829 2/2 [==============================] - 0s 15ms/step >70, 318/693, d1=0.363, d2=0.321 g=2.487 2/2 [==============================] - 0s 17ms/step >70, 319/693, d1=0.458, d2=0.207 g=2.484 2/2 [==============================] - 0s 17ms/step >70, 320/693, d1=0.311, d2=0.248 g=2.820 2/2 [==============================] - 0s 17ms/step >70, 321/693, d1=0.353, d2=0.199 g=2.310 2/2 [==============================] - 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0s 16ms/step >70, 333/693, d1=0.231, d2=0.251 g=2.307 2/2 [==============================] - 0s 16ms/step >70, 334/693, d1=0.507, d2=0.251 g=2.038 2/2 [==============================] - 0s 16ms/step >70, 335/693, d1=0.278, d2=0.320 g=2.253 2/2 [==============================] - 0s 17ms/step >70, 336/693, d1=0.202, d2=0.284 g=2.458 2/2 [==============================] - 0s 17ms/step >70, 337/693, d1=0.512, d2=0.239 g=2.428 2/2 [==============================] - 0s 16ms/step >70, 338/693, d1=0.258, d2=0.293 g=2.278 2/2 [==============================] - 0s 17ms/step >70, 339/693, d1=0.180, d2=0.201 g=2.756 2/2 [==============================] - 0s 18ms/step >70, 340/693, d1=0.284, d2=0.261 g=2.983 2/2 [==============================] - 0s 17ms/step >70, 341/693, d1=0.407, d2=0.176 g=2.547 2/2 [==============================] - 0s 16ms/step >70, 342/693, d1=0.400, d2=0.286 g=2.423 2/2 [==============================] - 0s 16ms/step >70, 343/693, d1=0.289, d2=0.251 g=2.371 2/2 [==============================] - 0s 17ms/step >70, 344/693, d1=0.384, d2=0.304 g=2.200 2/2 [==============================] - 0s 17ms/step >70, 345/693, d1=0.322, d2=0.330 g=2.570 2/2 [==============================] - 0s 18ms/step >70, 346/693, d1=0.309, d2=0.241 g=2.387 2/2 [==============================] - 0s 18ms/step >70, 347/693, d1=0.297, d2=0.208 g=2.212 2/2 [==============================] - 0s 17ms/step >70, 348/693, d1=0.387, d2=0.383 g=2.302 2/2 [==============================] - 0s 17ms/step >70, 349/693, d1=0.342, d2=0.333 g=2.581 2/2 [==============================] - 0s 17ms/step >70, 350/693, d1=0.366, d2=0.261 g=2.481 2/2 [==============================] - 0s 17ms/step >70, 351/693, d1=0.440, d2=0.190 g=2.536 2/2 [==============================] - 0s 16ms/step >70, 352/693, d1=0.279, d2=0.416 g=2.379 2/2 [==============================] - 0s 17ms/step >70, 353/693, d1=0.222, d2=0.271 g=2.483 2/2 [==============================] - 0s 17ms/step >70, 354/693, d1=0.485, d2=0.264 g=2.673 2/2 [==============================] - 0s 17ms/step >70, 355/693, d1=0.418, d2=0.301 g=2.307 2/2 [==============================] - 0s 17ms/step >70, 356/693, d1=0.374, d2=0.331 g=2.423 2/2 [==============================] - 0s 17ms/step >70, 357/693, d1=0.305, d2=0.160 g=2.143 2/2 [==============================] - 0s 16ms/step >70, 358/693, d1=0.337, d2=0.413 g=2.352 2/2 [==============================] - 0s 17ms/step >70, 359/693, d1=0.356, d2=0.288 g=2.352 2/2 [==============================] - 0s 17ms/step >70, 360/693, d1=0.399, d2=0.384 g=2.363 2/2 [==============================] - 0s 17ms/step >70, 361/693, d1=0.326, d2=0.217 g=2.513 2/2 [==============================] - 0s 17ms/step >70, 362/693, d1=0.442, d2=0.222 g=2.262 2/2 [==============================] - 0s 18ms/step >70, 363/693, d1=0.248, d2=0.178 g=2.180 2/2 [==============================] - 0s 16ms/step >70, 364/693, d1=0.279, d2=0.374 g=2.223 2/2 [==============================] - 0s 17ms/step >70, 365/693, d1=0.290, d2=0.322 g=2.442 2/2 [==============================] - 0s 16ms/step >70, 366/693, d1=0.440, d2=0.173 g=2.159 2/2 [==============================] - 0s 17ms/step >70, 367/693, d1=0.293, d2=0.229 g=2.161 2/2 [==============================] - 0s 15ms/step >70, 368/693, d1=0.287, d2=0.332 g=2.415 2/2 [==============================] - 0s 17ms/step >70, 369/693, d1=0.315, d2=0.301 g=2.605 2/2 [==============================] - 0s 17ms/step >70, 370/693, d1=0.177, d2=0.278 g=2.508 2/2 [==============================] - 0s 16ms/step >70, 371/693, d1=0.440, d2=0.218 g=2.623 2/2 [==============================] - 0s 16ms/step >70, 372/693, d1=0.426, d2=0.322 g=2.299 2/2 [==============================] - 0s 16ms/step >70, 373/693, d1=0.508, d2=0.315 g=2.433 2/2 [==============================] - 0s 16ms/step >70, 374/693, d1=0.395, d2=0.235 g=2.299 2/2 [==============================] - 0s 16ms/step >70, 375/693, d1=0.253, d2=0.336 g=2.149 2/2 [==============================] - 0s 16ms/step >70, 376/693, d1=0.298, d2=0.267 g=2.359 2/2 [==============================] - 0s 17ms/step >70, 377/693, d1=0.438, d2=0.370 g=2.319 2/2 [==============================] - 0s 17ms/step >70, 378/693, d1=0.313, d2=0.178 g=2.373 2/2 [==============================] - 0s 16ms/step >70, 379/693, d1=0.303, d2=0.381 g=2.339 2/2 [==============================] - 0s 18ms/step >70, 380/693, d1=0.368, d2=0.238 g=2.291 2/2 [==============================] - 0s 17ms/step >70, 381/693, d1=0.215, d2=0.243 g=2.516 2/2 [==============================] - 0s 18ms/step >70, 382/693, d1=0.370, d2=0.222 g=2.520 2/2 [==============================] - 0s 18ms/step >70, 383/693, d1=0.314, d2=0.289 g=2.397 2/2 [==============================] - 0s 17ms/step >70, 384/693, d1=0.295, d2=0.320 g=2.299 2/2 [==============================] - 0s 17ms/step >70, 385/693, d1=0.312, d2=0.370 g=2.691 2/2 [==============================] - 0s 17ms/step >70, 386/693, d1=0.325, d2=0.237 g=2.356 2/2 [==============================] - 0s 15ms/step >70, 387/693, d1=0.377, d2=0.210 g=2.154 2/2 [==============================] - 0s 20ms/step >70, 388/693, d1=0.269, d2=0.310 g=2.222 2/2 [==============================] - 0s 18ms/step >70, 389/693, d1=0.420, d2=0.396 g=2.825 2/2 [==============================] - 0s 17ms/step >70, 390/693, d1=0.526, d2=0.178 g=2.414 2/2 [==============================] - 0s 16ms/step >70, 391/693, d1=0.320, d2=0.314 g=2.344 2/2 [==============================] - 0s 17ms/step >70, 392/693, d1=0.339, d2=0.239 g=2.377 2/2 [==============================] - 0s 17ms/step >70, 393/693, d1=0.190, d2=0.221 g=2.702 2/2 [==============================] - 0s 16ms/step >70, 394/693, d1=0.358, d2=0.201 g=2.617 2/2 [==============================] - 0s 17ms/step >70, 395/693, d1=0.264, d2=0.321 g=2.530 2/2 [==============================] - 0s 17ms/step >70, 396/693, d1=0.332, d2=0.212 g=2.392 2/2 [==============================] - 0s 17ms/step >70, 397/693, d1=0.392, d2=0.309 g=2.521 2/2 [==============================] - 0s 16ms/step >70, 398/693, d1=0.437, d2=0.262 g=2.807 2/2 [==============================] - 0s 16ms/step >70, 399/693, d1=0.326, d2=0.229 g=2.531 2/2 [==============================] - 0s 16ms/step >70, 400/693, d1=0.288, d2=0.207 g=2.372 2/2 [==============================] - 0s 17ms/step >70, 401/693, d1=0.362, d2=0.431 g=2.281 2/2 [==============================] - 0s 17ms/step >70, 402/693, d1=0.349, d2=0.393 g=2.438 2/2 [==============================] - 0s 15ms/step >70, 403/693, d1=0.445, d2=0.172 g=2.255 2/2 [==============================] - 0s 16ms/step >70, 404/693, d1=0.348, d2=0.291 g=2.301 2/2 [==============================] - 0s 17ms/step >70, 405/693, d1=0.414, d2=0.354 g=2.288 2/2 [==============================] - 0s 17ms/step >70, 406/693, d1=0.280, d2=0.246 g=2.257 2/2 [==============================] - 0s 16ms/step >70, 407/693, d1=0.364, d2=0.252 g=2.414 2/2 [==============================] - 0s 17ms/step >70, 408/693, d1=0.387, d2=0.265 g=2.442 2/2 [==============================] - 0s 17ms/step >70, 409/693, d1=0.429, d2=0.272 g=2.385 2/2 [==============================] - 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0s 16ms/step >70, 421/693, d1=0.289, d2=0.327 g=2.265 2/2 [==============================] - 0s 17ms/step >70, 422/693, d1=0.251, d2=0.294 g=2.627 2/2 [==============================] - 0s 17ms/step >70, 423/693, d1=0.667, d2=0.336 g=2.488 2/2 [==============================] - 0s 17ms/step >70, 424/693, d1=0.211, d2=0.301 g=2.633 2/2 [==============================] - 0s 18ms/step >70, 425/693, d1=0.369, d2=0.260 g=2.480 2/2 [==============================] - 0s 17ms/step >70, 426/693, d1=0.380, d2=0.350 g=2.609 2/2 [==============================] - 0s 16ms/step >70, 427/693, d1=0.358, d2=0.253 g=2.540 2/2 [==============================] - 0s 17ms/step >70, 428/693, d1=0.360, d2=0.333 g=2.869 2/2 [==============================] - 0s 17ms/step >70, 429/693, d1=0.436, d2=0.139 g=2.496 2/2 [==============================] - 0s 16ms/step >70, 430/693, d1=0.294, d2=0.251 g=2.335 2/2 [==============================] - 0s 17ms/step >70, 431/693, d1=0.251, d2=0.243 g=2.510 2/2 [==============================] - 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0s 17ms/step >70, 443/693, d1=0.180, d2=0.195 g=2.331 2/2 [==============================] - 0s 18ms/step >70, 444/693, d1=0.520, d2=0.234 g=2.239 2/2 [==============================] - 0s 16ms/step >70, 445/693, d1=0.350, d2=0.275 g=2.332 2/2 [==============================] - 0s 16ms/step >70, 446/693, d1=0.201, d2=0.409 g=2.471 2/2 [==============================] - 0s 16ms/step >70, 447/693, d1=0.512, d2=0.266 g=2.482 2/2 [==============================] - 0s 17ms/step >70, 448/693, d1=0.266, d2=0.255 g=2.361 2/2 [==============================] - 0s 17ms/step >70, 449/693, d1=0.342, d2=0.279 g=2.696 2/2 [==============================] - 0s 17ms/step >70, 450/693, d1=0.335, d2=0.185 g=2.442 2/2 [==============================] - 0s 16ms/step >70, 451/693, d1=0.313, d2=0.356 g=2.315 2/2 [==============================] - 0s 16ms/step >70, 452/693, d1=0.429, d2=0.288 g=2.528 2/2 [==============================] - 0s 17ms/step >70, 453/693, d1=0.380, d2=0.223 g=2.296 2/2 [==============================] - 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0s 17ms/step >70, 498/693, d1=0.525, d2=0.213 g=2.326 2/2 [==============================] - 0s 16ms/step >70, 499/693, d1=0.383, d2=0.296 g=2.133 2/2 [==============================] - 0s 16ms/step >70, 500/693, d1=0.182, d2=0.431 g=2.670 2/2 [==============================] - 0s 17ms/step >70, 501/693, d1=0.384, d2=0.230 g=2.400 2/2 [==============================] - 0s 17ms/step >70, 502/693, d1=0.513, d2=0.457 g=2.543 2/2 [==============================] - 0s 17ms/step >70, 503/693, d1=0.410, d2=0.233 g=2.461 2/2 [==============================] - 0s 17ms/step >70, 504/693, d1=0.290, d2=0.305 g=2.604 2/2 [==============================] - 0s 17ms/step >70, 505/693, d1=0.274, d2=0.242 g=2.567 2/2 [==============================] - 0s 17ms/step >70, 506/693, d1=0.346, d2=0.268 g=2.713 2/2 [==============================] - 0s 20ms/step >70, 507/693, d1=0.408, d2=0.236 g=2.390 2/2 [==============================] - 0s 17ms/step >70, 508/693, d1=0.446, d2=0.279 g=2.088 2/2 [==============================] - 0s 17ms/step >70, 509/693, d1=0.370, d2=0.294 g=2.173 2/2 [==============================] - 0s 18ms/step >70, 510/693, d1=0.287, d2=0.228 g=2.300 2/2 [==============================] - 0s 16ms/step >70, 511/693, d1=0.290, d2=0.199 g=2.556 2/2 [==============================] - 0s 16ms/step >70, 512/693, d1=0.326, d2=0.262 g=2.585 2/2 [==============================] - 0s 16ms/step >70, 513/693, d1=0.338, d2=0.207 g=2.240 2/2 [==============================] - 0s 16ms/step >70, 514/693, d1=0.332, d2=0.310 g=2.299 2/2 [==============================] - 0s 18ms/step >70, 515/693, d1=0.279, d2=0.412 g=2.489 2/2 [==============================] - 0s 16ms/step >70, 516/693, d1=0.268, d2=0.247 g=2.840 2/2 [==============================] - 0s 17ms/step >70, 517/693, d1=0.606, d2=0.239 g=2.622 2/2 [==============================] - 0s 16ms/step >70, 518/693, d1=0.243, d2=0.454 g=2.609 2/2 [==============================] - 0s 17ms/step >70, 519/693, d1=0.419, d2=0.157 g=2.671 2/2 [==============================] - 0s 17ms/step >70, 520/693, d1=0.418, d2=0.251 g=2.275 2/2 [==============================] - 0s 17ms/step >70, 521/693, d1=0.339, d2=0.266 g=2.303 2/2 [==============================] - 0s 17ms/step >70, 522/693, d1=0.287, d2=0.415 g=2.399 2/2 [==============================] - 0s 17ms/step >70, 523/693, d1=0.284, d2=0.264 g=2.089 2/2 [==============================] - 0s 16ms/step >70, 524/693, d1=0.222, d2=0.308 g=2.494 2/2 [==============================] - 0s 17ms/step >70, 525/693, d1=0.239, d2=0.226 g=2.714 2/2 [==============================] - 0s 17ms/step >70, 526/693, d1=0.503, d2=0.300 g=2.421 2/2 [==============================] - 0s 17ms/step >70, 527/693, d1=0.424, d2=0.209 g=2.206 2/2 [==============================] - 0s 17ms/step >70, 528/693, d1=0.330, d2=0.254 g=2.201 2/2 [==============================] - 0s 17ms/step >70, 529/693, d1=0.352, d2=0.377 g=2.161 2/2 [==============================] - 0s 17ms/step >70, 530/693, d1=0.501, d2=0.282 g=2.268 2/2 [==============================] - 0s 17ms/step >70, 531/693, d1=0.312, d2=0.337 g=2.148 2/2 [==============================] - 0s 18ms/step >70, 532/693, d1=0.262, d2=0.274 g=2.461 2/2 [==============================] - 0s 17ms/step >70, 533/693, d1=0.380, d2=0.305 g=2.565 2/2 [==============================] - 0s 17ms/step >70, 534/693, d1=0.475, d2=0.334 g=2.403 2/2 [==============================] - 0s 17ms/step >70, 535/693, d1=0.332, d2=0.267 g=2.522 2/2 [==============================] - 0s 17ms/step >70, 536/693, d1=0.221, d2=0.268 g=2.340 2/2 [==============================] - 0s 17ms/step >70, 537/693, d1=0.241, d2=0.269 g=2.455 2/2 [==============================] - 0s 17ms/step >70, 538/693, d1=0.336, d2=0.173 g=2.589 2/2 [==============================] - 0s 17ms/step >70, 539/693, d1=0.264, d2=0.209 g=2.724 2/2 [==============================] - 0s 17ms/step >70, 540/693, d1=0.521, d2=0.309 g=2.513 2/2 [==============================] - 0s 17ms/step >70, 541/693, d1=0.303, d2=0.220 g=2.508 2/2 [==============================] - 0s 17ms/step >70, 542/693, d1=0.338, d2=0.267 g=2.452 2/2 [==============================] - 0s 17ms/step >70, 543/693, d1=0.344, d2=0.224 g=2.502 2/2 [==============================] - 0s 16ms/step >70, 544/693, d1=0.294, d2=0.272 g=2.481 2/2 [==============================] - 0s 16ms/step >70, 545/693, d1=0.337, d2=0.205 g=2.351 2/2 [==============================] - 0s 16ms/step >70, 546/693, d1=0.251, d2=0.362 g=2.504 2/2 [==============================] - 0s 17ms/step >70, 547/693, d1=0.279, d2=0.287 g=2.394 2/2 [==============================] - 0s 17ms/step >70, 548/693, d1=0.354, d2=0.266 g=2.405 2/2 [==============================] - 0s 16ms/step >70, 549/693, d1=0.492, d2=0.344 g=2.514 2/2 [==============================] - 0s 15ms/step >70, 550/693, d1=0.230, d2=0.369 g=2.427 2/2 [==============================] - 0s 16ms/step >70, 551/693, d1=0.379, d2=0.163 g=2.521 2/2 [==============================] - 0s 17ms/step >70, 552/693, d1=0.321, d2=0.314 g=2.510 2/2 [==============================] - 0s 17ms/step >70, 553/693, d1=0.241, d2=0.275 g=2.441 2/2 [==============================] - 0s 18ms/step >70, 554/693, d1=0.302, d2=0.313 g=2.645 2/2 [==============================] - 0s 16ms/step >70, 555/693, d1=0.462, d2=0.222 g=2.709 2/2 [==============================] - 0s 17ms/step >70, 556/693, d1=0.248, d2=0.169 g=2.591 2/2 [==============================] - 0s 16ms/step >70, 557/693, d1=0.372, d2=0.253 g=2.586 2/2 [==============================] - 0s 17ms/step >70, 558/693, d1=0.289, d2=0.282 g=2.617 2/2 [==============================] - 0s 17ms/step >70, 559/693, d1=0.346, d2=0.216 g=2.288 2/2 [==============================] - 0s 17ms/step >70, 560/693, d1=0.411, d2=0.361 g=2.306 2/2 [==============================] - 0s 17ms/step >70, 561/693, d1=0.287, d2=0.240 g=2.396 2/2 [==============================] - 0s 16ms/step >70, 562/693, d1=0.507, d2=0.208 g=2.153 2/2 [==============================] - 0s 17ms/step >70, 563/693, d1=0.248, d2=0.334 g=2.547 2/2 [==============================] - 0s 17ms/step >70, 564/693, d1=0.402, d2=0.255 g=2.191 2/2 [==============================] - 0s 17ms/step >70, 565/693, d1=0.354, d2=0.277 g=2.466 2/2 [==============================] - 0s 17ms/step >70, 566/693, d1=0.155, d2=0.245 g=2.380 2/2 [==============================] - 0s 16ms/step >70, 567/693, d1=0.374, d2=0.307 g=2.431 2/2 [==============================] - 0s 17ms/step >70, 568/693, d1=0.380, d2=0.237 g=2.547 2/2 [==============================] - 0s 17ms/step >70, 569/693, d1=0.481, d2=0.278 g=2.144 2/2 [==============================] - 0s 18ms/step >70, 570/693, d1=0.262, d2=0.354 g=2.538 2/2 [==============================] - 0s 17ms/step >70, 571/693, d1=0.392, d2=0.245 g=2.376 2/2 [==============================] - 0s 17ms/step >70, 572/693, d1=0.366, d2=0.357 g=2.342 2/2 [==============================] - 0s 17ms/step >70, 573/693, d1=0.455, d2=0.249 g=2.465 2/2 [==============================] - 0s 17ms/step >70, 574/693, d1=0.351, d2=0.268 g=2.471 2/2 [==============================] - 0s 16ms/step >70, 575/693, d1=0.346, d2=0.251 g=2.639 2/2 [==============================] - 0s 17ms/step >70, 576/693, d1=0.205, d2=0.273 g=2.627 2/2 [==============================] - 0s 21ms/step >70, 577/693, d1=0.305, d2=0.374 g=2.870 2/2 [==============================] - 0s 17ms/step >70, 578/693, d1=0.518, d2=0.151 g=2.496 2/2 [==============================] - 0s 15ms/step >70, 579/693, d1=0.397, d2=0.273 g=2.152 2/2 [==============================] - 0s 17ms/step >70, 580/693, d1=0.437, d2=0.398 g=2.186 2/2 [==============================] - 0s 17ms/step >70, 581/693, d1=0.299, d2=0.267 g=2.123 2/2 [==============================] - 0s 17ms/step >70, 582/693, d1=0.213, d2=0.361 g=2.500 2/2 [==============================] - 0s 17ms/step >70, 583/693, d1=0.383, d2=0.225 g=2.498 2/2 [==============================] - 0s 17ms/step >70, 584/693, d1=0.379, d2=0.161 g=2.148 2/2 [==============================] - 0s 17ms/step >70, 585/693, d1=0.258, d2=0.323 g=2.277 2/2 [==============================] - 0s 16ms/step >70, 586/693, d1=0.249, d2=0.248 g=2.248 2/2 [==============================] - 0s 16ms/step >70, 587/693, d1=0.511, d2=0.298 g=2.449 2/2 [==============================] - 0s 17ms/step >70, 588/693, d1=0.365, d2=0.316 g=2.504 2/2 [==============================] - 0s 16ms/step >70, 589/693, d1=0.448, d2=0.251 g=2.358 2/2 [==============================] - 0s 16ms/step >70, 590/693, d1=0.245, d2=0.226 g=2.531 2/2 [==============================] - 0s 17ms/step >70, 591/693, d1=0.447, d2=0.332 g=2.493 2/2 [==============================] - 0s 17ms/step >70, 592/693, d1=0.310, d2=0.262 g=2.333 2/2 [==============================] - 0s 17ms/step >70, 593/693, d1=0.411, d2=0.241 g=2.125 2/2 [==============================] - 0s 18ms/step >70, 594/693, d1=0.266, d2=0.304 g=2.268 2/2 [==============================] - 0s 17ms/step >70, 595/693, d1=0.306, d2=0.249 g=2.348 2/2 [==============================] - 0s 16ms/step >70, 596/693, d1=0.265, d2=0.222 g=2.364 2/2 [==============================] - 0s 17ms/step >70, 597/693, d1=0.233, d2=0.320 g=2.394 2/2 [==============================] - 0s 17ms/step >70, 598/693, d1=0.291, d2=0.183 g=2.651 2/2 [==============================] - 0s 18ms/step >70, 599/693, d1=0.384, d2=0.322 g=2.622 2/2 [==============================] - 0s 17ms/step >70, 600/693, d1=0.358, d2=0.310 g=2.653 2/2 [==============================] - 0s 17ms/step >70, 601/693, d1=0.691, d2=0.284 g=2.322 2/2 [==============================] - 0s 16ms/step >70, 602/693, d1=0.489, d2=0.284 g=2.058 2/2 [==============================] - 0s 16ms/step >70, 603/693, d1=0.248, d2=0.266 g=2.357 2/2 [==============================] - 0s 16ms/step >70, 604/693, d1=0.237, d2=0.216 g=2.677 2/2 [==============================] - 0s 17ms/step >70, 605/693, d1=0.504, d2=0.447 g=2.854 2/2 [==============================] - 0s 16ms/step >70, 606/693, d1=0.458, d2=0.219 g=2.357 2/2 [==============================] - 0s 17ms/step >70, 607/693, d1=0.533, d2=0.272 g=2.318 2/2 [==============================] - 0s 17ms/step >70, 608/693, d1=0.340, d2=0.355 g=2.435 2/2 [==============================] - 0s 16ms/step >70, 609/693, d1=0.408, d2=0.334 g=2.493 2/2 [==============================] - 0s 17ms/step >70, 610/693, d1=0.308, d2=0.286 g=2.449 2/2 [==============================] - 0s 16ms/step >70, 611/693, d1=0.469, d2=0.214 g=2.535 2/2 [==============================] - 0s 17ms/step >70, 612/693, d1=0.361, d2=0.273 g=2.644 2/2 [==============================] - 0s 17ms/step >70, 613/693, d1=0.365, d2=0.205 g=2.355 2/2 [==============================] - 0s 16ms/step >70, 614/693, d1=0.346, d2=0.249 g=2.199 2/2 [==============================] - 0s 17ms/step >70, 615/693, d1=0.313, d2=0.304 g=2.519 2/2 [==============================] - 0s 17ms/step >70, 616/693, d1=0.227, d2=0.334 g=2.340 2/2 [==============================] - 0s 16ms/step >70, 617/693, d1=0.261, d2=0.153 g=2.423 2/2 [==============================] - 0s 17ms/step >70, 618/693, d1=0.399, d2=0.241 g=2.451 2/2 [==============================] - 0s 17ms/step >70, 619/693, d1=0.412, d2=0.268 g=2.466 2/2 [==============================] - 0s 17ms/step >70, 620/693, d1=0.234, d2=0.319 g=2.612 2/2 [==============================] - 0s 16ms/step >70, 621/693, d1=0.326, d2=0.263 g=2.346 2/2 [==============================] - 0s 16ms/step >70, 622/693, d1=0.358, d2=0.279 g=2.456 2/2 [==============================] - 0s 16ms/step >70, 623/693, d1=0.472, d2=0.246 g=2.129 2/2 [==============================] - 0s 18ms/step >70, 624/693, d1=0.262, d2=0.373 g=2.527 2/2 [==============================] - 0s 16ms/step >70, 625/693, d1=0.164, d2=0.245 g=2.699 2/2 [==============================] - 0s 17ms/step >70, 626/693, d1=0.368, d2=0.226 g=2.650 2/2 [==============================] - 0s 17ms/step >70, 627/693, d1=0.323, d2=0.261 g=2.639 2/2 [==============================] - 0s 18ms/step >70, 628/693, d1=0.426, d2=0.259 g=2.199 2/2 [==============================] - 0s 19ms/step >70, 629/693, d1=0.406, d2=0.282 g=2.211 2/2 [==============================] - 0s 16ms/step >70, 630/693, d1=0.449, d2=0.312 g=2.327 2/2 [==============================] - 0s 16ms/step >70, 631/693, d1=0.309, d2=0.271 g=2.300 2/2 [==============================] - 0s 18ms/step >70, 632/693, d1=0.390, d2=0.307 g=2.388 2/2 [==============================] - 0s 16ms/step >70, 633/693, d1=0.258, d2=0.300 g=2.177 2/2 [==============================] - 0s 17ms/step >70, 634/693, d1=0.423, d2=0.397 g=2.507 2/2 [==============================] - 0s 17ms/step >70, 635/693, d1=0.390, d2=0.185 g=2.550 2/2 [==============================] - 0s 16ms/step >70, 636/693, d1=0.442, d2=0.321 g=2.186 2/2 [==============================] - 0s 16ms/step >70, 637/693, d1=0.226, d2=0.377 g=2.551 2/2 [==============================] - 0s 17ms/step >70, 638/693, d1=0.410, d2=0.298 g=2.352 2/2 [==============================] - 0s 16ms/step >70, 639/693, d1=0.346, d2=0.310 g=2.680 2/2 [==============================] - 0s 17ms/step >70, 640/693, d1=0.560, d2=0.294 g=2.181 2/2 [==============================] - 0s 17ms/step >70, 641/693, d1=0.320, d2=0.234 g=2.086 2/2 [==============================] - 0s 17ms/step >70, 642/693, d1=0.215, d2=0.263 g=2.292 2/2 [==============================] - 0s 17ms/step >70, 643/693, d1=0.262, d2=0.263 g=2.380 2/2 [==============================] - 0s 17ms/step >70, 644/693, d1=0.392, d2=0.345 g=2.697 2/2 [==============================] - 0s 18ms/step >70, 645/693, d1=0.314, d2=0.168 g=2.602 2/2 [==============================] - 0s 17ms/step >70, 646/693, d1=0.369, d2=0.284 g=2.434 2/2 [==============================] - 0s 16ms/step >70, 647/693, d1=0.350, d2=0.373 g=2.545 2/2 [==============================] - 0s 16ms/step >70, 648/693, d1=0.431, d2=0.329 g=2.584 2/2 [==============================] - 0s 16ms/step >70, 649/693, d1=0.453, d2=0.307 g=2.452 2/2 [==============================] - 0s 17ms/step >70, 650/693, d1=0.378, d2=0.300 g=2.354 2/2 [==============================] - 0s 17ms/step >70, 651/693, d1=0.324, d2=0.165 g=2.079 2/2 [==============================] - 0s 17ms/step >70, 652/693, d1=0.361, d2=0.462 g=2.314 2/2 [==============================] - 0s 17ms/step >70, 653/693, d1=0.330, d2=0.239 g=2.382 2/2 [==============================] - 0s 17ms/step >70, 654/693, d1=0.548, d2=0.296 g=2.369 2/2 [==============================] - 0s 16ms/step >70, 655/693, d1=0.338, d2=0.391 g=2.447 2/2 [==============================] - 0s 17ms/step >70, 656/693, d1=0.389, d2=0.277 g=2.388 2/2 [==============================] - 0s 17ms/step >70, 657/693, d1=0.235, d2=0.220 g=2.582 2/2 [==============================] - 0s 16ms/step >70, 658/693, d1=0.327, d2=0.251 g=2.410 2/2 [==============================] - 0s 16ms/step >70, 659/693, d1=0.445, d2=0.453 g=2.409 2/2 [==============================] - 0s 16ms/step >70, 660/693, d1=0.409, d2=0.220 g=2.503 2/2 [==============================] - 0s 17ms/step >70, 661/693, d1=0.508, d2=0.269 g=2.320 2/2 [==============================] - 0s 16ms/step >70, 662/693, d1=0.301, d2=0.269 g=2.194 2/2 [==============================] - 0s 17ms/step >70, 663/693, d1=0.334, d2=0.317 g=2.290 2/2 [==============================] - 0s 17ms/step >70, 664/693, d1=0.288, d2=0.206 g=2.235 2/2 [==============================] - 0s 16ms/step >70, 665/693, d1=0.384, d2=0.333 g=2.137 2/2 [==============================] - 0s 17ms/step >70, 666/693, d1=0.324, d2=0.232 g=2.510 2/2 [==============================] - 0s 18ms/step >70, 667/693, d1=0.358, d2=0.318 g=2.454 2/2 [==============================] - 0s 17ms/step >70, 668/693, d1=0.442, d2=0.398 g=2.437 2/2 [==============================] - 0s 16ms/step >70, 669/693, d1=0.459, d2=0.238 g=2.419 2/2 [==============================] - 0s 17ms/step >70, 670/693, d1=0.392, d2=0.266 g=2.520 2/2 [==============================] - 0s 17ms/step >70, 671/693, d1=0.328, d2=0.276 g=2.335 2/2 [==============================] - 0s 16ms/step >70, 672/693, d1=0.277, d2=0.268 g=2.325 2/2 [==============================] - 0s 17ms/step >70, 673/693, d1=0.426, d2=0.191 g=2.283 2/2 [==============================] - 0s 17ms/step >70, 674/693, d1=0.370, d2=0.377 g=2.293 2/2 [==============================] - 0s 17ms/step >70, 675/693, d1=0.221, d2=0.242 g=2.378 2/2 [==============================] - 0s 17ms/step >70, 676/693, d1=0.406, d2=0.374 g=2.483 2/2 [==============================] - 0s 16ms/step >70, 677/693, d1=0.405, d2=0.262 g=2.468 2/2 [==============================] - 0s 17ms/step >70, 678/693, d1=0.313, d2=0.302 g=2.671 2/2 [==============================] - 0s 16ms/step >70, 679/693, d1=0.380, d2=0.220 g=2.478 2/2 [==============================] - 0s 17ms/step >70, 680/693, d1=0.321, d2=0.185 g=2.430 2/2 [==============================] - 0s 17ms/step >70, 681/693, d1=0.229, d2=0.340 g=2.320 2/2 [==============================] - 0s 17ms/step >70, 682/693, d1=0.322, d2=0.236 g=2.348 2/2 [==============================] - 0s 17ms/step >70, 683/693, d1=0.310, d2=0.435 g=2.532 2/2 [==============================] - 0s 16ms/step >70, 684/693, d1=0.395, d2=0.198 g=2.649 2/2 [==============================] - 0s 16ms/step >70, 685/693, d1=0.380, d2=0.268 g=2.515 2/2 [==============================] - 0s 17ms/step >70, 686/693, d1=0.450, d2=0.264 g=2.289 2/2 [==============================] - 0s 16ms/step >70, 687/693, d1=0.358, d2=0.334 g=2.466 2/2 [==============================] - 0s 18ms/step >70, 688/693, d1=0.375, d2=0.295 g=2.523 2/2 [==============================] - 0s 17ms/step >70, 689/693, d1=0.536, d2=0.269 g=2.392 2/2 [==============================] - 0s 16ms/step >70, 690/693, d1=0.374, d2=0.424 g=2.506 2/2 [==============================] - 0s 16ms/step >70, 691/693, d1=0.354, d2=0.189 g=2.279 2/2 [==============================] - 0s 16ms/step >70, 692/693, d1=0.553, d2=0.320 g=2.174 2/2 [==============================] - 0s 16ms/step >70, 693/693, d1=0.258, d2=0.409 g=2.526 5/5 [==============================] - 0s 17ms/step >Accuracy real: 73%, fake: 98% >SSIM score: 0.1371 WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model. 5/5 [==============================] - 0s 24ms/step 2/2 [==============================] - 0s 24ms/step >71, 1/693, d1=0.308, d2=0.156 g=2.483 2/2 [==============================] - 0s 19ms/step >71, 2/693, d1=0.431, d2=0.396 g=2.473 2/2 [==============================] - 0s 17ms/step >71, 3/693, d1=0.255, d2=0.286 g=2.772 2/2 [==============================] - 0s 16ms/step >71, 4/693, d1=0.451, d2=0.189 g=2.465 2/2 [==============================] - 0s 17ms/step >71, 5/693, d1=0.374, d2=0.273 g=2.451 2/2 [==============================] - 0s 18ms/step >71, 6/693, d1=0.265, d2=0.292 g=2.438 2/2 [==============================] - 0s 17ms/step >71, 7/693, d1=0.351, d2=0.306 g=2.737 2/2 [==============================] - 0s 17ms/step >71, 8/693, d1=0.435, d2=0.265 g=2.614 2/2 [==============================] - 0s 16ms/step >71, 9/693, d1=0.244, d2=0.221 g=2.454 2/2 [==============================] - 0s 17ms/step >71, 10/693, d1=0.389, d2=0.271 g=2.630 2/2 [==============================] - 0s 17ms/step >71, 11/693, d1=0.412, d2=0.323 g=2.310 2/2 [==============================] - 0s 16ms/step >71, 12/693, d1=0.379, d2=0.236 g=2.278 2/2 [==============================] - 0s 17ms/step >71, 13/693, d1=0.340, d2=0.342 g=2.281 2/2 [==============================] - 0s 16ms/step >71, 14/693, d1=0.317, d2=0.342 g=2.424 2/2 [==============================] - 0s 17ms/step >71, 15/693, d1=0.280, d2=0.231 g=2.659 2/2 [==============================] - 0s 17ms/step >71, 16/693, d1=0.322, d2=0.263 g=2.774 2/2 [==============================] - 0s 16ms/step >71, 17/693, d1=0.541, d2=0.208 g=2.401 2/2 [==============================] - 0s 18ms/step >71, 18/693, d1=0.482, d2=0.361 g=2.100 2/2 [==============================] - 0s 17ms/step >71, 19/693, d1=0.335, d2=0.324 g=2.220 2/2 [==============================] - 0s 17ms/step >71, 20/693, d1=0.119, d2=0.262 g=2.656 2/2 [==============================] - 0s 16ms/step >71, 21/693, d1=0.349, d2=0.209 g=2.526 2/2 [==============================] - 0s 18ms/step >71, 22/693, d1=0.208, d2=0.352 g=2.903 2/2 [==============================] - 0s 16ms/step >71, 23/693, d1=0.435, d2=0.155 g=2.451 2/2 [==============================] - 0s 17ms/step >71, 24/693, d1=0.249, d2=0.176 g=2.534 2/2 [==============================] - 0s 16ms/step >71, 25/693, d1=0.391, d2=0.211 g=2.338 2/2 [==============================] - 0s 16ms/step >71, 26/693, d1=0.367, d2=0.245 g=2.128 2/2 [==============================] - 0s 16ms/step >71, 27/693, d1=0.305, d2=0.334 g=2.161 2/2 [==============================] - 0s 16ms/step >71, 28/693, d1=0.301, d2=0.319 g=2.305 2/2 [==============================] - 0s 17ms/step >71, 29/693, d1=0.306, d2=0.197 g=2.599 2/2 [==============================] - 0s 16ms/step >71, 30/693, d1=0.207, d2=0.287 g=2.253 2/2 [==============================] - 0s 17ms/step >71, 31/693, d1=0.390, d2=0.196 g=2.093 2/2 [==============================] - 0s 17ms/step >71, 32/693, d1=0.217, d2=0.293 g=2.297 2/2 [==============================] - 0s 17ms/step >71, 33/693, d1=0.351, d2=0.274 g=2.552 2/2 [==============================] - 0s 17ms/step >71, 34/693, d1=0.325, d2=0.248 g=2.502 2/2 [==============================] - 0s 17ms/step >71, 35/693, d1=0.234, d2=0.240 g=2.708 2/2 [==============================] - 0s 16ms/step >71, 36/693, d1=0.419, d2=0.261 g=2.416 2/2 [==============================] - 0s 17ms/step >71, 37/693, d1=0.354, d2=0.245 g=2.375 2/2 [==============================] - 0s 17ms/step >71, 38/693, d1=0.372, d2=0.329 g=2.461 2/2 [==============================] - 0s 17ms/step >71, 39/693, d1=0.278, d2=0.334 g=2.552 2/2 [==============================] - 0s 16ms/step >71, 40/693, d1=0.283, d2=0.203 g=2.749 2/2 [==============================] - 0s 16ms/step >71, 41/693, d1=0.490, d2=0.268 g=2.424 2/2 [==============================] - 0s 18ms/step >71, 42/693, d1=0.433, d2=0.254 g=2.259 2/2 [==============================] - 0s 17ms/step >71, 43/693, d1=0.329, d2=0.326 g=2.148 2/2 [==============================] - 0s 17ms/step >71, 44/693, d1=0.291, d2=0.263 g=2.376 2/2 [==============================] - 0s 17ms/step >71, 45/693, d1=0.298, d2=0.369 g=2.592 2/2 [==============================] - 0s 17ms/step >71, 46/693, d1=0.313, d2=0.168 g=2.647 2/2 [==============================] - 0s 18ms/step >71, 47/693, d1=0.366, d2=0.277 g=2.424 2/2 [==============================] - 0s 16ms/step >71, 48/693, d1=0.535, d2=0.296 g=2.426 2/2 [==============================] - 0s 17ms/step >71, 49/693, d1=0.261, d2=0.228 g=2.504 2/2 [==============================] - 0s 17ms/step >71, 50/693, d1=0.247, d2=0.304 g=2.728 2/2 [==============================] - 0s 16ms/step >71, 51/693, d1=0.349, d2=0.133 g=2.663 2/2 [==============================] - 0s 17ms/step >71, 52/693, d1=0.319, d2=0.240 g=2.338 2/2 [==============================] - 0s 17ms/step >71, 53/693, d1=0.440, d2=0.328 g=2.395 2/2 [==============================] - 0s 16ms/step >71, 54/693, d1=0.361, d2=0.288 g=2.385 2/2 [==============================] - 0s 17ms/step >71, 55/693, d1=0.273, d2=0.214 g=2.383 2/2 [==============================] - 0s 16ms/step >71, 56/693, d1=0.399, d2=0.230 g=2.435 2/2 [==============================] - 0s 20ms/step >71, 57/693, d1=0.275, d2=0.310 g=2.392 2/2 [==============================] - 0s 17ms/step >71, 58/693, d1=0.346, d2=0.302 g=2.379 2/2 [==============================] - 0s 17ms/step >71, 59/693, d1=0.285, d2=0.308 g=2.369 2/2 [==============================] - 0s 17ms/step >71, 60/693, d1=0.281, d2=0.228 g=2.442 2/2 [==============================] - 0s 17ms/step >71, 61/693, d1=0.406, d2=0.263 g=2.165 2/2 [==============================] - 0s 16ms/step >71, 62/693, d1=0.269, d2=0.271 g=2.418 2/2 [==============================] - 0s 17ms/step >71, 63/693, d1=0.403, d2=0.315 g=2.479 2/2 [==============================] - 0s 17ms/step >71, 64/693, d1=0.406, d2=0.256 g=2.371 2/2 [==============================] - 0s 17ms/step >71, 65/693, d1=0.333, d2=0.193 g=2.659 2/2 [==============================] - 0s 17ms/step >71, 66/693, d1=0.242, d2=0.211 g=2.510 2/2 [==============================] - 0s 17ms/step >71, 67/693, d1=0.237, d2=0.314 g=2.615 2/2 [==============================] - 0s 16ms/step >71, 68/693, d1=0.319, d2=0.248 g=2.547 2/2 [==============================] - 0s 16ms/step >71, 69/693, d1=0.347, d2=0.172 g=2.462 2/2 [==============================] - 0s 18ms/step >71, 70/693, d1=0.339, d2=0.228 g=2.245 2/2 [==============================] - 0s 17ms/step >71, 71/693, d1=0.319, d2=0.277 g=2.567 2/2 [==============================] - 0s 16ms/step >71, 72/693, d1=0.265, d2=0.311 g=2.388 2/2 [==============================] - 0s 16ms/step >71, 73/693, d1=0.294, d2=0.248 g=2.437 2/2 [==============================] - 0s 17ms/step >71, 74/693, d1=0.333, d2=0.273 g=2.259 2/2 [==============================] - 0s 16ms/step >71, 75/693, d1=0.482, d2=0.266 g=2.447 2/2 [==============================] - 0s 16ms/step >71, 76/693, d1=0.457, d2=0.264 g=2.205 2/2 [==============================] - 0s 17ms/step >71, 77/693, d1=0.375, d2=0.376 g=2.473 2/2 [==============================] - 0s 16ms/step >71, 78/693, d1=0.383, d2=0.300 g=2.356 2/2 [==============================] - 0s 17ms/step >71, 79/693, d1=0.194, d2=0.318 g=2.476 2/2 [==============================] - 0s 16ms/step >71, 80/693, d1=0.425, d2=0.263 g=2.692 2/2 [==============================] - 0s 16ms/step >71, 81/693, d1=0.459, d2=0.340 g=2.507 2/2 [==============================] - 0s 17ms/step >71, 82/693, d1=0.450, d2=0.358 g=2.433 2/2 [==============================] - 0s 18ms/step >71, 83/693, d1=0.358, d2=0.247 g=2.411 2/2 [==============================] - 0s 17ms/step >71, 84/693, d1=0.392, d2=0.236 g=2.347 2/2 [==============================] - 0s 17ms/step >71, 85/693, d1=0.281, d2=0.427 g=2.420 2/2 [==============================] - 0s 16ms/step >71, 86/693, d1=0.300, d2=0.170 g=2.330 2/2 [==============================] - 0s 17ms/step >71, 87/693, d1=0.207, d2=0.191 g=2.604 2/2 [==============================] - 0s 17ms/step >71, 88/693, d1=0.259, d2=0.262 g=2.609 2/2 [==============================] - 0s 16ms/step >71, 89/693, d1=0.405, d2=0.345 g=2.362 2/2 [==============================] - 0s 17ms/step >71, 90/693, d1=0.414, d2=0.301 g=2.452 2/2 [==============================] - 0s 16ms/step >71, 91/693, d1=0.335, d2=0.288 g=2.542 2/2 [==============================] - 0s 16ms/step >71, 92/693, d1=0.434, d2=0.233 g=2.538 2/2 [==============================] - 0s 17ms/step >71, 93/693, d1=0.467, d2=0.378 g=2.407 2/2 [==============================] - 0s 16ms/step >71, 94/693, d1=0.413, d2=0.226 g=2.438 2/2 [==============================] - 0s 17ms/step >71, 95/693, d1=0.357, d2=0.306 g=2.301 2/2 [==============================] - 0s 16ms/step >71, 96/693, d1=0.375, d2=0.383 g=2.405 2/2 [==============================] - 0s 17ms/step >71, 97/693, d1=0.421, d2=0.345 g=2.207 2/2 [==============================] - 0s 16ms/step >71, 98/693, d1=0.351, d2=0.298 g=2.350 2/2 [==============================] - 0s 17ms/step >71, 99/693, d1=0.263, d2=0.322 g=2.474 2/2 [==============================] - 0s 17ms/step >71, 100/693, d1=0.347, d2=0.230 g=2.388 2/2 [==============================] - 0s 17ms/step >71, 101/693, d1=0.190, d2=0.200 g=2.703 2/2 [==============================] - 0s 17ms/step >71, 102/693, d1=0.342, d2=0.157 g=2.570 2/2 [==============================] - 0s 17ms/step >71, 103/693, d1=0.253, d2=0.257 g=2.575 2/2 [==============================] - 0s 16ms/step >71, 104/693, d1=0.412, d2=0.333 g=2.614 2/2 [==============================] - 0s 18ms/step >71, 105/693, d1=0.254, d2=0.206 g=2.756 2/2 [==============================] - 0s 17ms/step >71, 106/693, d1=0.357, d2=0.362 g=2.743 2/2 [==============================] - 0s 16ms/step >71, 107/693, d1=0.573, d2=0.251 g=2.301 2/2 [==============================] - 0s 17ms/step >71, 108/693, d1=0.257, d2=0.350 g=2.410 2/2 [==============================] - 0s 17ms/step >71, 109/693, d1=0.318, d2=0.216 g=2.878 2/2 [==============================] - 0s 17ms/step >71, 110/693, d1=0.466, d2=0.342 g=2.029 2/2 [==============================] - 0s 17ms/step >71, 111/693, d1=0.426, d2=0.436 g=2.497 2/2 [==============================] - 0s 17ms/step >71, 112/693, d1=0.262, d2=0.323 g=2.438 2/2 [==============================] - 0s 16ms/step >71, 113/693, d1=0.200, d2=0.318 g=2.678 2/2 [==============================] - 0s 15ms/step >71, 114/693, d1=0.562, d2=0.233 g=2.436 2/2 [==============================] - 0s 18ms/step >71, 115/693, d1=0.374, d2=0.268 g=2.511 2/2 [==============================] - 0s 16ms/step >71, 116/693, d1=0.349, d2=0.256 g=2.295 2/2 [==============================] - 0s 16ms/step >71, 117/693, d1=0.353, d2=0.261 g=2.234 2/2 [==============================] - 0s 16ms/step >71, 118/693, d1=0.261, d2=0.308 g=2.163 2/2 [==============================] - 0s 19ms/step >71, 119/693, d1=0.277, d2=0.325 g=2.560 2/2 [==============================] - 0s 17ms/step >71, 120/693, d1=0.295, d2=0.146 g=2.490 2/2 [==============================] - 0s 17ms/step >71, 121/693, d1=0.466, d2=0.194 g=2.329 2/2 [==============================] - 0s 17ms/step >71, 122/693, d1=0.342, d2=0.544 g=2.491 2/2 [==============================] - 0s 17ms/step >71, 123/693, d1=0.288, d2=0.296 g=2.700 2/2 [==============================] - 0s 16ms/step >71, 124/693, d1=0.402, d2=0.189 g=2.392 2/2 [==============================] - 0s 16ms/step >71, 125/693, d1=0.541, d2=0.253 g=2.326 2/2 [==============================] - 0s 16ms/step >71, 126/693, d1=0.171, d2=0.237 g=2.231 2/2 [==============================] - 0s 18ms/step >71, 127/693, d1=0.206, d2=0.366 g=2.514 2/2 [==============================] - 0s 17ms/step >71, 128/693, d1=0.386, d2=0.259 g=2.307 2/2 [==============================] - 0s 17ms/step >71, 129/693, d1=0.238, d2=0.327 g=2.762 2/2 [==============================] - 0s 16ms/step >71, 130/693, d1=0.315, d2=0.218 g=2.771 2/2 [==============================] - 0s 18ms/step >71, 131/693, d1=0.405, d2=0.221 g=2.575 2/2 [==============================] - 0s 16ms/step >71, 132/693, d1=0.318, d2=0.177 g=2.522 2/2 [==============================] - 0s 18ms/step >71, 133/693, d1=0.215, d2=0.489 g=2.576 2/2 [==============================] - 0s 17ms/step >71, 134/693, d1=0.376, d2=0.385 g=2.569 2/2 [==============================] - 0s 16ms/step >71, 135/693, d1=0.570, d2=0.196 g=2.423 2/2 [==============================] - 0s 16ms/step >71, 136/693, d1=0.365, d2=0.286 g=2.512 2/2 [==============================] - 0s 17ms/step >71, 137/693, d1=0.360, d2=0.221 g=2.411 2/2 [==============================] - 0s 17ms/step >71, 138/693, d1=0.258, d2=0.383 g=2.334 2/2 [==============================] - 0s 18ms/step >71, 139/693, d1=0.361, d2=0.385 g=2.488 2/2 [==============================] - 0s 16ms/step >71, 140/693, d1=0.448, d2=0.277 g=2.766 2/2 [==============================] - 0s 16ms/step >71, 141/693, d1=0.458, d2=0.338 g=2.200 2/2 [==============================] - 0s 17ms/step >71, 142/693, d1=0.349, d2=0.282 g=2.649 2/2 [==============================] - 0s 18ms/step >71, 143/693, d1=0.315, d2=0.283 g=2.554 2/2 [==============================] - 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0s 16ms/step >71, 155/693, d1=0.305, d2=0.330 g=2.482 2/2 [==============================] - 0s 17ms/step >71, 156/693, d1=0.532, d2=0.211 g=2.371 2/2 [==============================] - 0s 17ms/step >71, 157/693, d1=0.298, d2=0.330 g=2.349 2/2 [==============================] - 0s 17ms/step >71, 158/693, d1=0.291, d2=0.239 g=2.506 2/2 [==============================] - 0s 16ms/step >71, 159/693, d1=0.335, d2=0.369 g=2.736 2/2 [==============================] - 0s 16ms/step >71, 160/693, d1=0.362, d2=0.289 g=2.537 2/2 [==============================] - 0s 17ms/step >71, 161/693, d1=0.544, d2=0.370 g=2.482 2/2 [==============================] - 0s 16ms/step >71, 162/693, d1=0.336, d2=0.251 g=2.278 2/2 [==============================] - 0s 17ms/step >71, 163/693, d1=0.366, d2=0.264 g=2.223 2/2 [==============================] - 0s 17ms/step >71, 164/693, d1=0.250, d2=0.218 g=2.391 2/2 [==============================] - 0s 16ms/step >71, 165/693, d1=0.421, d2=0.245 g=2.337 2/2 [==============================] - 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0s 18ms/step >75, 67/693, d1=0.457, d2=0.313 g=2.359 2/2 [==============================] - 0s 16ms/step >75, 68/693, d1=0.321, d2=0.262 g=2.487 2/2 [==============================] - 0s 16ms/step >75, 69/693, d1=0.220, d2=0.487 g=2.851 2/2 [==============================] - 0s 19ms/step >75, 70/693, d1=0.473, d2=0.298 g=2.596 2/2 [==============================] - 0s 17ms/step >75, 71/693, d1=0.254, d2=0.157 g=2.523 2/2 [==============================] - 0s 17ms/step >75, 72/693, d1=0.321, d2=0.468 g=2.529 2/2 [==============================] - 0s 19ms/step >75, 73/693, d1=0.515, d2=0.278 g=2.544 2/2 [==============================] - 0s 17ms/step >75, 74/693, d1=0.422, d2=0.297 g=2.374 2/2 [==============================] - 0s 16ms/step >75, 75/693, d1=0.259, d2=0.268 g=2.723 2/2 [==============================] - 0s 17ms/step >75, 76/693, d1=0.358, d2=0.277 g=2.588 2/2 [==============================] - 0s 17ms/step >75, 77/693, d1=0.397, d2=0.156 g=2.486 2/2 [==============================] - 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0s 16ms/step >75, 111/693, d1=0.369, d2=0.158 g=2.493 2/2 [==============================] - 0s 16ms/step >75, 112/693, d1=0.372, d2=0.200 g=2.341 2/2 [==============================] - 0s 17ms/step >75, 113/693, d1=0.482, d2=0.338 g=2.234 2/2 [==============================] - 0s 17ms/step >75, 114/693, d1=0.248, d2=0.374 g=2.825 2/2 [==============================] - 0s 16ms/step >75, 115/693, d1=0.330, d2=0.193 g=2.745 2/2 [==============================] - 0s 16ms/step >75, 116/693, d1=0.452, d2=0.268 g=2.259 2/2 [==============================] - 0s 17ms/step >75, 117/693, d1=0.343, d2=0.325 g=2.177 2/2 [==============================] - 0s 17ms/step >75, 118/693, d1=0.385, d2=0.342 g=2.692 2/2 [==============================] - 0s 17ms/step >75, 119/693, d1=0.226, d2=0.219 g=2.482 2/2 [==============================] - 0s 17ms/step >75, 120/693, d1=0.429, d2=0.241 g=2.473 2/2 [==============================] - 0s 17ms/step >75, 121/693, d1=0.361, d2=0.360 g=2.649 2/2 [==============================] - 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0s 16ms/step >75, 133/693, d1=0.297, d2=0.288 g=2.747 2/2 [==============================] - 0s 17ms/step >75, 134/693, d1=0.327, d2=0.252 g=2.636 2/2 [==============================] - 0s 17ms/step >75, 135/693, d1=0.285, d2=0.273 g=2.739 2/2 [==============================] - 0s 17ms/step >75, 136/693, d1=0.258, d2=0.138 g=2.880 2/2 [==============================] - 0s 17ms/step >75, 137/693, d1=0.440, d2=0.193 g=2.453 2/2 [==============================] - 0s 17ms/step >75, 138/693, d1=0.365, d2=0.261 g=2.214 2/2 [==============================] - 0s 17ms/step >75, 139/693, d1=0.213, d2=0.257 g=2.393 2/2 [==============================] - 0s 16ms/step >75, 140/693, d1=0.389, d2=0.311 g=2.528 2/2 [==============================] - 0s 16ms/step >75, 141/693, d1=0.345, d2=0.252 g=2.592 2/2 [==============================] - 0s 17ms/step >75, 142/693, d1=0.307, d2=0.208 g=2.720 2/2 [==============================] - 0s 17ms/step >75, 143/693, d1=0.203, d2=0.386 g=2.776 2/2 [==============================] - 0s 16ms/step >75, 144/693, d1=0.423, d2=0.269 g=2.474 2/2 [==============================] - 0s 16ms/step >75, 145/693, d1=0.564, d2=0.243 g=2.293 2/2 [==============================] - 0s 16ms/step >75, 146/693, d1=0.301, d2=0.303 g=2.607 2/2 [==============================] - 0s 16ms/step >75, 147/693, d1=0.296, d2=0.287 g=2.475 2/2 [==============================] - 0s 18ms/step >75, 148/693, d1=0.505, d2=0.360 g=2.436 2/2 [==============================] - 0s 16ms/step >75, 149/693, d1=0.346, d2=0.232 g=2.576 2/2 [==============================] - 0s 17ms/step >75, 150/693, d1=0.567, d2=0.286 g=2.086 2/2 [==============================] - 0s 16ms/step >75, 151/693, d1=0.294, d2=0.318 g=2.308 2/2 [==============================] - 0s 17ms/step >75, 152/693, d1=0.323, d2=0.291 g=2.546 2/2 [==============================] - 0s 17ms/step >75, 153/693, d1=0.304, d2=0.236 g=2.737 2/2 [==============================] - 0s 17ms/step >75, 154/693, d1=0.342, d2=0.263 g=2.545 2/2 [==============================] - 0s 16ms/step >75, 155/693, d1=0.420, d2=0.188 g=2.321 2/2 [==============================] - 0s 16ms/step >75, 156/693, d1=0.325, d2=0.235 g=2.412 2/2 [==============================] - 0s 16ms/step >75, 157/693, d1=0.264, d2=0.294 g=2.335 2/2 [==============================] - 0s 17ms/step >75, 158/693, d1=0.169, d2=0.217 g=2.756 2/2 [==============================] - 0s 18ms/step >75, 159/693, d1=0.391, d2=0.281 g=2.632 2/2 [==============================] - 0s 17ms/step >75, 160/693, d1=0.196, d2=0.178 g=2.424 2/2 [==============================] - 0s 16ms/step >75, 161/693, d1=0.369, d2=0.302 g=2.555 2/2 [==============================] - 0s 17ms/step >75, 162/693, d1=0.338, d2=0.333 g=2.754 2/2 [==============================] - 0s 18ms/step >75, 163/693, d1=0.348, d2=0.268 g=2.651 2/2 [==============================] - 0s 17ms/step >75, 164/693, d1=0.385, d2=0.322 g=2.462 2/2 [==============================] - 0s 32ms/step >75, 165/693, d1=0.235, d2=0.322 g=2.662 2/2 [==============================] - 0s 18ms/step >75, 166/693, d1=0.279, d2=0.242 g=2.843 2/2 [==============================] - 0s 16ms/step >75, 167/693, d1=0.406, d2=0.207 g=2.594 2/2 [==============================] - 0s 17ms/step >75, 168/693, d1=0.331, d2=0.438 g=2.571 2/2 [==============================] - 0s 17ms/step >75, 169/693, d1=0.457, d2=0.272 g=2.327 2/2 [==============================] - 0s 16ms/step >75, 170/693, d1=0.517, d2=0.297 g=2.203 2/2 [==============================] - 0s 17ms/step >75, 171/693, d1=0.162, d2=0.380 g=2.650 2/2 [==============================] - 0s 16ms/step >75, 172/693, d1=0.365, d2=0.306 g=2.636 2/2 [==============================] - 0s 16ms/step >75, 173/693, d1=0.349, d2=0.185 g=2.497 2/2 [==============================] - 0s 16ms/step >75, 174/693, d1=0.508, d2=0.294 g=2.576 2/2 [==============================] - 0s 17ms/step >75, 175/693, d1=0.232, d2=0.238 g=2.785 2/2 [==============================] - 0s 16ms/step >75, 176/693, d1=0.362, d2=0.176 g=2.550 2/2 [==============================] - 0s 17ms/step >75, 177/693, d1=0.282, d2=0.258 g=2.564 2/2 [==============================] - 0s 16ms/step >75, 178/693, d1=0.237, d2=0.326 g=2.675 2/2 [==============================] - 0s 17ms/step >75, 179/693, d1=0.375, d2=0.198 g=2.503 2/2 [==============================] - 0s 18ms/step >75, 180/693, d1=0.275, d2=0.337 g=2.915 2/2 [==============================] - 0s 16ms/step >75, 181/693, d1=0.243, d2=0.107 g=2.766 2/2 [==============================] - 0s 16ms/step >75, 182/693, d1=0.393, d2=0.317 g=2.690 2/2 [==============================] - 0s 17ms/step >75, 183/693, d1=0.246, d2=0.223 g=2.699 2/2 [==============================] - 0s 16ms/step >75, 184/693, d1=0.433, d2=0.241 g=2.489 2/2 [==============================] - 0s 16ms/step >75, 185/693, d1=0.399, d2=0.287 g=2.242 2/2 [==============================] - 0s 17ms/step >75, 186/693, d1=0.308, d2=0.355 g=2.777 2/2 [==============================] - 0s 17ms/step >75, 187/693, d1=0.519, d2=0.223 g=2.688 2/2 [==============================] - 0s 17ms/step >75, 188/693, d1=0.217, d2=0.241 g=2.633 2/2 [==============================] - 0s 16ms/step >75, 189/693, d1=0.308, d2=0.223 g=2.494 2/2 [==============================] - 0s 16ms/step >75, 190/693, d1=0.269, d2=0.310 g=2.649 2/2 [==============================] - 0s 16ms/step >75, 191/693, d1=0.263, d2=0.288 g=2.991 2/2 [==============================] - 0s 17ms/step >75, 192/693, d1=0.597, d2=0.304 g=2.708 2/2 [==============================] - 0s 16ms/step >75, 193/693, d1=0.411, d2=0.275 g=2.527 2/2 [==============================] - 0s 18ms/step >75, 194/693, d1=0.265, d2=0.340 g=2.742 2/2 [==============================] - 0s 17ms/step >75, 195/693, d1=0.438, d2=0.140 g=2.474 2/2 [==============================] - 0s 16ms/step >75, 196/693, d1=0.390, d2=0.286 g=2.434 2/2 [==============================] - 0s 17ms/step >75, 197/693, d1=0.303, d2=0.214 g=2.445 2/2 [==============================] - 0s 17ms/step >75, 198/693, d1=0.262, d2=0.213 g=2.898 2/2 [==============================] - 0s 17ms/step >75, 199/693, d1=0.244, d2=0.180 g=2.813 2/2 [==============================] - 0s 17ms/step >75, 200/693, d1=0.395, d2=0.196 g=2.360 2/2 [==============================] - 0s 16ms/step >75, 201/693, d1=0.211, d2=0.221 g=2.434 2/2 [==============================] - 0s 16ms/step >75, 202/693, d1=0.485, d2=0.181 g=2.205 2/2 [==============================] - 0s 16ms/step >75, 203/693, d1=0.291, d2=0.221 g=2.413 2/2 [==============================] - 0s 16ms/step >75, 204/693, d1=0.239, d2=0.274 g=2.482 2/2 [==============================] - 0s 17ms/step >75, 205/693, d1=0.259, d2=0.211 g=2.533 2/2 [==============================] - 0s 16ms/step >75, 206/693, d1=0.288, d2=0.268 g=2.514 2/2 [==============================] - 0s 17ms/step >75, 207/693, d1=0.290, d2=0.182 g=2.543 2/2 [==============================] - 0s 17ms/step >75, 208/693, d1=0.448, d2=0.186 g=2.243 2/2 [==============================] - 0s 16ms/step >75, 209/693, d1=0.190, d2=0.268 g=2.608 2/2 [==============================] - 0s 17ms/step >75, 210/693, d1=0.402, d2=0.202 g=2.487 2/2 [==============================] - 0s 16ms/step >75, 211/693, d1=0.180, d2=0.242 g=2.675 2/2 [==============================] - 0s 17ms/step >75, 212/693, d1=0.338, d2=0.259 g=2.409 2/2 [==============================] - 0s 17ms/step >75, 213/693, d1=0.255, d2=0.270 g=2.559 2/2 [==============================] - 0s 16ms/step >75, 214/693, d1=0.312, d2=0.323 g=2.670 2/2 [==============================] - 0s 16ms/step >75, 215/693, d1=0.380, d2=0.192 g=2.860 2/2 [==============================] - 0s 16ms/step >75, 216/693, d1=0.258, d2=0.224 g=2.582 2/2 [==============================] - 0s 17ms/step >75, 217/693, d1=0.234, d2=0.161 g=2.640 2/2 [==============================] - 0s 17ms/step >75, 218/693, d1=0.225, d2=0.185 g=2.455 2/2 [==============================] - 0s 17ms/step >75, 219/693, d1=0.330, d2=0.300 g=2.701 2/2 [==============================] - 0s 14ms/step >75, 220/693, d1=0.322, d2=0.219 g=2.681 2/2 [==============================] - 0s 17ms/step >75, 221/693, d1=0.357, d2=0.247 g=2.499 2/2 [==============================] - 0s 11ms/step >75, 222/693, d1=0.403, d2=0.310 g=2.854 2/2 [==============================] - 0s 16ms/step >75, 223/693, d1=0.289, d2=0.182 g=2.554 2/2 [==============================] - 0s 17ms/step >75, 224/693, d1=0.306, d2=0.216 g=2.541 2/2 [==============================] - 0s 17ms/step >75, 225/693, d1=0.239, d2=0.247 g=2.501 2/2 [==============================] - 0s 17ms/step >75, 226/693, d1=0.319, d2=0.257 g=2.607 2/2 [==============================] - 0s 17ms/step >75, 227/693, d1=0.320, d2=0.291 g=2.421 2/2 [==============================] - 0s 27ms/step >75, 228/693, d1=0.277, d2=0.224 g=2.347 2/2 [==============================] - 0s 16ms/step >75, 229/693, d1=0.184, d2=0.335 g=2.943 2/2 [==============================] - 0s 17ms/step >75, 230/693, d1=0.422, d2=0.217 g=2.935 2/2 [==============================] - 0s 16ms/step >75, 231/693, d1=0.297, d2=0.283 g=2.858 2/2 [==============================] - 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0s 17ms/step >75, 298/693, d1=0.195, d2=0.365 g=2.788 2/2 [==============================] - 0s 17ms/step >75, 299/693, d1=0.462, d2=0.222 g=2.576 2/2 [==============================] - 0s 17ms/step >75, 300/693, d1=0.282, d2=0.199 g=2.800 2/2 [==============================] - 0s 17ms/step >75, 301/693, d1=0.347, d2=0.231 g=2.836 2/2 [==============================] - 0s 17ms/step >75, 302/693, d1=0.340, d2=0.205 g=2.612 2/2 [==============================] - 0s 17ms/step >75, 303/693, d1=0.351, d2=0.248 g=2.725 2/2 [==============================] - 0s 17ms/step >75, 304/693, d1=0.168, d2=0.242 g=2.820 2/2 [==============================] - 0s 17ms/step >75, 305/693, d1=0.398, d2=0.253 g=2.636 2/2 [==============================] - 0s 17ms/step >75, 306/693, d1=0.319, d2=0.234 g=2.517 2/2 [==============================] - 0s 17ms/step >75, 307/693, d1=0.450, d2=0.414 g=2.737 2/2 [==============================] - 0s 16ms/step >75, 308/693, d1=0.318, d2=0.234 g=2.447 2/2 [==============================] - 0s 16ms/step >75, 309/693, d1=0.271, d2=0.259 g=2.636 2/2 [==============================] - 0s 16ms/step >75, 310/693, d1=0.461, d2=0.322 g=2.427 2/2 [==============================] - 0s 16ms/step >75, 311/693, d1=0.329, d2=0.292 g=2.675 2/2 [==============================] - 0s 15ms/step >75, 312/693, d1=0.229, d2=0.340 g=2.775 2/2 [==============================] - 0s 17ms/step >75, 313/693, d1=0.280, d2=0.253 g=2.936 2/2 [==============================] - 0s 16ms/step >75, 314/693, d1=0.442, d2=0.230 g=2.725 2/2 [==============================] - 0s 17ms/step >75, 315/693, d1=0.288, d2=0.210 g=2.575 2/2 [==============================] - 0s 20ms/step >75, 316/693, d1=0.393, d2=0.277 g=2.460 2/2 [==============================] - 0s 16ms/step >75, 317/693, d1=0.287, d2=0.194 g=2.623 2/2 [==============================] - 0s 16ms/step >75, 318/693, d1=0.379, d2=0.304 g=2.646 2/2 [==============================] - 0s 17ms/step >75, 319/693, d1=0.443, d2=0.402 g=2.454 2/2 [==============================] - 0s 16ms/step >75, 320/693, d1=0.340, d2=0.324 g=2.375 2/2 [==============================] - 0s 17ms/step >75, 321/693, d1=0.366, d2=0.288 g=2.612 2/2 [==============================] - 0s 18ms/step >75, 322/693, d1=0.327, d2=0.312 g=2.474 2/2 [==============================] - 0s 16ms/step >75, 323/693, d1=0.290, d2=0.192 g=2.690 2/2 [==============================] - 0s 17ms/step >75, 324/693, d1=0.355, d2=0.265 g=2.852 2/2 [==============================] - 0s 17ms/step >75, 325/693, d1=0.382, d2=0.169 g=2.813 2/2 [==============================] - 0s 16ms/step >75, 326/693, d1=0.265, d2=0.161 g=2.574 2/2 [==============================] - 0s 17ms/step >75, 327/693, d1=0.413, d2=0.298 g=2.320 2/2 [==============================] - 0s 17ms/step >75, 328/693, d1=0.236, d2=0.233 g=2.539 2/2 [==============================] - 0s 16ms/step >75, 329/693, d1=0.402, d2=0.272 g=2.140 2/2 [==============================] - 0s 17ms/step >75, 330/693, d1=0.434, d2=0.552 g=2.358 2/2 [==============================] - 0s 17ms/step >75, 331/693, d1=0.277, d2=0.260 g=2.571 2/2 [==============================] - 0s 16ms/step >75, 332/693, d1=0.325, d2=0.212 g=2.564 2/2 [==============================] - 0s 17ms/step >75, 333/693, d1=0.487, d2=0.275 g=2.349 2/2 [==============================] - 0s 16ms/step >75, 334/693, d1=0.362, d2=0.257 g=2.320 2/2 [==============================] - 0s 16ms/step >75, 335/693, d1=0.320, d2=0.306 g=2.372 2/2 [==============================] - 0s 17ms/step >75, 336/693, d1=0.248, d2=0.249 g=2.483 2/2 [==============================] - 0s 17ms/step >75, 337/693, d1=0.436, d2=0.277 g=2.207 2/2 [==============================] - 0s 17ms/step >75, 338/693, d1=0.270, d2=0.246 g=2.385 2/2 [==============================] - 0s 17ms/step >75, 339/693, d1=0.392, d2=0.393 g=2.487 2/2 [==============================] - 0s 17ms/step >75, 340/693, d1=0.226, d2=0.175 g=2.718 2/2 [==============================] - 0s 16ms/step >75, 341/693, d1=0.454, d2=0.262 g=2.654 2/2 [==============================] - 0s 16ms/step >75, 342/693, d1=0.370, d2=0.182 g=2.745 2/2 [==============================] - 0s 16ms/step >75, 343/693, d1=0.172, d2=0.180 g=2.657 2/2 [==============================] - 0s 16ms/step >75, 344/693, d1=0.396, d2=0.205 g=2.395 2/2 [==============================] - 0s 17ms/step >75, 345/693, d1=0.319, d2=0.329 g=2.621 2/2 [==============================] - 0s 17ms/step >75, 346/693, d1=0.260, d2=0.267 g=2.735 2/2 [==============================] - 0s 17ms/step >75, 347/693, d1=0.311, d2=0.247 g=2.685 2/2 [==============================] - 0s 16ms/step >75, 348/693, d1=0.357, d2=0.165 g=2.601 2/2 [==============================] - 0s 17ms/step >75, 349/693, d1=0.310, d2=0.314 g=2.405 2/2 [==============================] - 0s 16ms/step >75, 350/693, d1=0.262, d2=0.226 g=3.002 2/2 [==============================] - 0s 16ms/step >75, 351/693, d1=0.529, d2=0.303 g=2.859 2/2 [==============================] - 0s 16ms/step >75, 352/693, d1=0.275, d2=0.208 g=2.421 2/2 [==============================] - 0s 17ms/step >75, 353/693, d1=0.306, d2=0.253 g=2.301 2/2 [==============================] - 0s 16ms/step >75, 354/693, d1=0.303, d2=0.281 g=2.418 2/2 [==============================] - 0s 16ms/step >75, 355/693, d1=0.243, d2=0.304 g=2.508 2/2 [==============================] - 0s 17ms/step >75, 356/693, d1=0.442, d2=0.246 g=2.475 2/2 [==============================] - 0s 16ms/step >75, 357/693, d1=0.279, d2=0.225 g=2.579 2/2 [==============================] - 0s 17ms/step >75, 358/693, d1=0.356, d2=0.378 g=2.729 2/2 [==============================] - 0s 17ms/step >75, 359/693, d1=0.301, d2=0.286 g=2.649 2/2 [==============================] - 0s 17ms/step >75, 360/693, d1=0.465, d2=0.332 g=2.658 2/2 [==============================] - 0s 16ms/step >75, 361/693, d1=0.339, d2=0.257 g=2.534 2/2 [==============================] - 0s 16ms/step >75, 362/693, d1=0.193, d2=0.250 g=2.985 2/2 [==============================] - 0s 17ms/step >75, 363/693, d1=0.312, d2=0.203 g=2.555 2/2 [==============================] - 0s 17ms/step >75, 364/693, d1=0.259, d2=0.298 g=2.755 2/2 [==============================] - 0s 16ms/step >75, 365/693, d1=0.418, d2=0.212 g=2.664 2/2 [==============================] - 0s 16ms/step >75, 366/693, d1=0.353, d2=0.173 g=2.586 2/2 [==============================] - 0s 16ms/step >75, 367/693, d1=0.296, d2=0.307 g=2.702 2/2 [==============================] - 0s 17ms/step >75, 368/693, d1=0.284, d2=0.235 g=2.831 2/2 [==============================] - 0s 17ms/step >75, 369/693, d1=0.424, d2=0.207 g=2.735 2/2 [==============================] - 0s 16ms/step >75, 370/693, d1=0.361, d2=0.231 g=2.796 2/2 [==============================] - 0s 17ms/step >75, 371/693, d1=0.282, d2=0.210 g=2.697 2/2 [==============================] - 0s 17ms/step >75, 372/693, d1=0.236, d2=0.173 g=2.698 2/2 [==============================] - 0s 16ms/step >75, 373/693, d1=0.265, d2=0.304 g=2.522 2/2 [==============================] - 0s 17ms/step >75, 374/693, d1=0.367, d2=0.366 g=2.963 2/2 [==============================] - 0s 17ms/step >75, 375/693, d1=0.329, d2=0.186 g=2.731 2/2 [==============================] - 0s 16ms/step >75, 376/693, d1=0.366, d2=0.413 g=2.836 2/2 [==============================] - 0s 16ms/step >75, 377/693, d1=0.320, d2=0.266 g=2.714 2/2 [==============================] - 0s 16ms/step >75, 378/693, d1=0.384, d2=0.282 g=2.292 2/2 [==============================] - 0s 17ms/step >75, 379/693, d1=0.329, d2=0.338 g=2.685 2/2 [==============================] - 0s 17ms/step >75, 380/693, d1=0.248, d2=0.183 g=2.791 2/2 [==============================] - 0s 16ms/step >75, 381/693, d1=0.407, d2=0.282 g=2.567 2/2 [==============================] - 0s 16ms/step >75, 382/693, d1=0.256, d2=0.219 g=2.345 2/2 [==============================] - 0s 17ms/step >75, 383/693, d1=0.253, d2=0.332 g=2.482 2/2 [==============================] - 0s 16ms/step >75, 384/693, d1=0.248, d2=0.439 g=3.059 2/2 [==============================] - 0s 16ms/step >75, 385/693, d1=0.265, d2=0.101 g=3.234 2/2 [==============================] - 0s 17ms/step >75, 386/693, d1=0.359, d2=0.233 g=2.937 2/2 [==============================] - 0s 16ms/step >75, 387/693, d1=0.329, d2=0.201 g=2.625 2/2 [==============================] - 0s 17ms/step >75, 388/693, d1=0.246, d2=0.284 g=2.461 2/2 [==============================] - 0s 16ms/step >75, 389/693, d1=0.343, d2=0.272 g=2.705 2/2 [==============================] - 0s 17ms/step >75, 390/693, d1=0.368, d2=0.227 g=2.543 2/2 [==============================] - 0s 16ms/step >75, 391/693, d1=0.234, d2=0.252 g=2.258 2/2 [==============================] - 0s 16ms/step >75, 392/693, d1=0.349, d2=0.265 g=2.430 2/2 [==============================] - 0s 17ms/step >75, 393/693, d1=0.290, d2=0.227 g=2.570 2/2 [==============================] - 0s 17ms/step >75, 394/693, d1=0.468, d2=0.330 g=2.331 2/2 [==============================] - 0s 16ms/step >75, 395/693, d1=0.360, d2=0.283 g=2.509 2/2 [==============================] - 0s 16ms/step >75, 396/693, d1=0.562, d2=0.419 g=2.530 2/2 [==============================] - 0s 16ms/step >75, 397/693, d1=0.620, d2=0.292 g=2.269 2/2 [==============================] - 0s 16ms/step >75, 398/693, d1=0.371, d2=0.262 g=2.609 2/2 [==============================] - 0s 17ms/step >75, 399/693, d1=0.357, d2=0.208 g=2.200 2/2 [==============================] - 0s 17ms/step >75, 400/693, d1=0.182, d2=0.281 g=2.501 2/2 [==============================] - 0s 16ms/step >75, 401/693, d1=0.359, d2=0.180 g=2.457 2/2 [==============================] - 0s 17ms/step >75, 402/693, d1=0.340, d2=0.160 g=2.159 2/2 [==============================] - 0s 16ms/step >75, 403/693, d1=0.229, d2=0.357 g=2.359 2/2 [==============================] - 0s 16ms/step >75, 404/693, d1=0.393, d2=0.322 g=2.530 2/2 [==============================] - 0s 16ms/step >75, 405/693, d1=0.232, d2=0.309 g=2.841 2/2 [==============================] - 0s 16ms/step >75, 406/693, d1=0.588, d2=0.353 g=2.351 2/2 [==============================] - 0s 16ms/step >75, 407/693, d1=0.231, d2=0.211 g=2.555 2/2 [==============================] - 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0s 17ms/step >80, 672/693, d1=0.220, d2=0.209 g=2.605 2/2 [==============================] - 0s 17ms/step >80, 673/693, d1=0.384, d2=0.202 g=2.538 2/2 [==============================] - 0s 16ms/step >80, 674/693, d1=0.205, d2=0.188 g=2.779 2/2 [==============================] - 0s 17ms/step >80, 675/693, d1=0.310, d2=0.238 g=2.609 2/2 [==============================] - 0s 16ms/step >80, 676/693, d1=0.258, d2=0.207 g=2.809 2/2 [==============================] - 0s 17ms/step >80, 677/693, d1=0.303, d2=0.235 g=2.605 2/2 [==============================] - 0s 16ms/step >80, 678/693, d1=0.363, d2=0.183 g=2.461 2/2 [==============================] - 0s 16ms/step >80, 679/693, d1=0.403, d2=0.222 g=2.266 2/2 [==============================] - 0s 17ms/step >80, 680/693, d1=0.231, d2=0.290 g=2.209 2/2 [==============================] - 0s 16ms/step >80, 681/693, d1=0.225, d2=0.184 g=2.514 2/2 [==============================] - 0s 17ms/step >80, 682/693, d1=0.431, d2=0.328 g=2.540 2/2 [==============================] - 0s 17ms/step >80, 683/693, d1=0.356, d2=0.281 g=2.472 2/2 [==============================] - 0s 16ms/step >80, 684/693, d1=0.405, d2=0.253 g=2.820 2/2 [==============================] - 0s 17ms/step >80, 685/693, d1=0.206, d2=0.218 g=2.837 2/2 [==============================] - 0s 17ms/step >80, 686/693, d1=0.287, d2=0.200 g=2.659 2/2 [==============================] - 0s 17ms/step >80, 687/693, d1=0.296, d2=0.249 g=2.662 2/2 [==============================] - 0s 16ms/step >80, 688/693, d1=0.269, d2=0.219 g=2.601 2/2 [==============================] - 0s 17ms/step >80, 689/693, d1=0.346, d2=0.284 g=2.574 2/2 [==============================] - 0s 16ms/step >80, 690/693, d1=0.299, d2=0.227 g=2.510 2/2 [==============================] - 0s 18ms/step >80, 691/693, d1=0.264, d2=0.214 g=2.398 2/2 [==============================] - 0s 16ms/step >80, 692/693, d1=0.165, d2=0.259 g=2.824 2/2 [==============================] - 0s 16ms/step >80, 693/693, d1=0.388, d2=0.165 g=2.735 5/5 [==============================] - 0s 17ms/step >Accuracy real: 82%, fake: 98% >SSIM score: 0.1248 WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model. 5/5 [==============================] - 0s 18ms/step 2/2 [==============================] - 0s 17ms/step >81, 1/693, d1=0.197, d2=0.192 g=2.692 2/2 [==============================] - 0s 16ms/step >81, 2/693, d1=0.344, d2=0.192 g=2.574 2/2 [==============================] - 0s 17ms/step >81, 3/693, d1=0.287, d2=0.326 g=2.725 2/2 [==============================] - 0s 17ms/step >81, 4/693, d1=0.340, d2=0.154 g=2.775 2/2 [==============================] - 0s 16ms/step >81, 5/693, d1=0.306, d2=0.181 g=2.669 2/2 [==============================] - 0s 16ms/step >81, 6/693, d1=0.257, d2=0.181 g=2.575 2/2 [==============================] - 0s 16ms/step >81, 7/693, d1=0.275, d2=0.453 g=2.740 2/2 [==============================] - 0s 16ms/step >81, 8/693, d1=0.370, d2=0.234 g=2.791 2/2 [==============================] - 0s 16ms/step >81, 9/693, d1=0.416, d2=0.192 g=2.693 2/2 [==============================] - 0s 16ms/step >81, 10/693, d1=0.202, d2=0.263 g=2.610 2/2 [==============================] - 0s 17ms/step >81, 11/693, d1=0.401, d2=0.202 g=2.340 2/2 [==============================] - 0s 17ms/step >81, 12/693, d1=0.312, d2=0.218 g=2.405 2/2 [==============================] - 0s 18ms/step >81, 13/693, d1=0.190, d2=0.214 g=2.637 2/2 [==============================] - 0s 18ms/step >81, 14/693, d1=0.289, d2=0.225 g=2.673 2/2 [==============================] - 0s 15ms/step >81, 15/693, d1=0.241, d2=0.260 g=2.732 2/2 [==============================] - 0s 17ms/step >81, 16/693, d1=0.462, d2=0.178 g=2.445 2/2 [==============================] - 0s 16ms/step >81, 17/693, d1=0.225, d2=0.289 g=2.536 2/2 [==============================] - 0s 17ms/step >81, 18/693, d1=0.250, d2=0.190 g=2.429 2/2 [==============================] - 0s 16ms/step >81, 19/693, d1=0.205, d2=0.201 g=2.531 2/2 [==============================] - 0s 18ms/step >81, 20/693, d1=0.267, d2=0.260 g=2.706 2/2 [==============================] - 0s 16ms/step >81, 21/693, d1=0.256, d2=0.177 g=2.467 2/2 [==============================] - 0s 17ms/step >81, 22/693, d1=0.424, d2=0.246 g=2.254 2/2 [==============================] - 0s 16ms/step >81, 23/693, d1=0.412, d2=0.292 g=2.434 2/2 [==============================] - 0s 17ms/step >81, 24/693, d1=0.281, d2=0.236 g=2.368 2/2 [==============================] - 0s 16ms/step >81, 25/693, d1=0.257, d2=0.297 g=2.704 2/2 [==============================] - 0s 17ms/step >81, 26/693, d1=0.236, d2=0.175 g=2.283 2/2 [==============================] - 0s 17ms/step >81, 27/693, d1=0.376, d2=0.235 g=2.489 2/2 [==============================] - 0s 17ms/step >81, 28/693, d1=0.289, d2=0.275 g=2.428 2/2 [==============================] - 0s 16ms/step >81, 29/693, d1=0.276, d2=0.168 g=2.744 2/2 [==============================] - 0s 16ms/step >81, 30/693, d1=0.272, d2=0.226 g=2.578 2/2 [==============================] - 0s 17ms/step >81, 31/693, d1=0.395, d2=0.227 g=2.421 2/2 [==============================] - 0s 16ms/step >81, 32/693, d1=0.516, d2=0.355 g=2.421 2/2 [==============================] - 0s 18ms/step >81, 33/693, d1=0.262, d2=0.246 g=2.493 2/2 [==============================] - 0s 17ms/step >81, 34/693, d1=0.265, d2=0.176 g=2.459 2/2 [==============================] - 0s 18ms/step >81, 35/693, d1=0.369, d2=0.322 g=2.473 2/2 [==============================] - 0s 17ms/step >81, 36/693, d1=0.372, d2=0.267 g=2.440 2/2 [==============================] - 0s 17ms/step >81, 37/693, d1=0.336, d2=0.201 g=2.601 2/2 [==============================] - 0s 16ms/step >81, 38/693, d1=0.278, d2=0.289 g=2.561 2/2 [==============================] - 0s 17ms/step >81, 39/693, d1=0.378, d2=0.254 g=2.527 2/2 [==============================] - 0s 16ms/step >81, 40/693, d1=0.228, d2=0.262 g=2.601 2/2 [==============================] - 0s 16ms/step >81, 41/693, d1=0.314, d2=0.218 g=2.429 2/2 [==============================] - 0s 17ms/step >81, 42/693, d1=0.295, d2=0.416 g=3.007 2/2 [==============================] - 0s 16ms/step >81, 43/693, d1=0.379, d2=0.302 g=2.940 2/2 [==============================] - 0s 17ms/step >81, 44/693, d1=0.364, d2=0.153 g=2.703 2/2 [==============================] - 0s 16ms/step >81, 45/693, d1=0.250, d2=0.206 g=2.697 2/2 [==============================] - 0s 17ms/step >81, 46/693, d1=0.325, d2=0.170 g=2.382 2/2 [==============================] - 0s 16ms/step >81, 47/693, d1=0.410, d2=0.334 g=2.368 2/2 [==============================] - 0s 18ms/step >81, 48/693, d1=0.370, d2=0.242 g=2.323 2/2 [==============================] - 0s 17ms/step >81, 49/693, d1=0.256, d2=0.228 g=2.799 2/2 [==============================] - 0s 17ms/step >81, 50/693, d1=0.253, d2=0.224 g=2.850 2/2 [==============================] - 0s 17ms/step >81, 51/693, d1=0.426, d2=0.294 g=2.364 2/2 [==============================] - 0s 17ms/step >81, 52/693, d1=0.251, d2=0.341 g=2.675 2/2 [==============================] - 0s 17ms/step >81, 53/693, d1=0.323, d2=0.154 g=2.675 2/2 [==============================] - 0s 17ms/step >81, 54/693, d1=0.345, d2=0.148 g=2.286 2/2 [==============================] - 0s 16ms/step >81, 55/693, d1=0.287, d2=0.271 g=2.379 2/2 [==============================] - 0s 17ms/step >81, 56/693, d1=0.301, d2=0.344 g=2.927 2/2 [==============================] - 0s 17ms/step >81, 57/693, d1=0.413, d2=0.171 g=2.601 2/2 [==============================] - 0s 16ms/step >81, 58/693, d1=0.240, d2=0.180 g=2.685 2/2 [==============================] - 0s 17ms/step >81, 59/693, d1=0.212, d2=0.255 g=2.755 2/2 [==============================] - 0s 16ms/step >81, 60/693, d1=0.402, d2=0.276 g=2.558 2/2 [==============================] - 0s 16ms/step >81, 61/693, d1=0.261, d2=0.194 g=2.446 2/2 [==============================] - 0s 16ms/step >81, 62/693, d1=0.251, d2=0.233 g=2.614 2/2 [==============================] - 0s 16ms/step >81, 63/693, d1=0.277, d2=0.251 g=2.475 2/2 [==============================] - 0s 17ms/step >81, 64/693, d1=0.261, d2=0.332 g=2.803 2/2 [==============================] - 0s 16ms/step >81, 65/693, d1=0.289, d2=0.122 g=2.667 2/2 [==============================] - 0s 16ms/step >81, 66/693, d1=0.362, d2=0.140 g=2.445 2/2 [==============================] - 0s 16ms/step >81, 67/693, d1=0.321, d2=0.320 g=2.505 2/2 [==============================] - 0s 16ms/step >81, 68/693, d1=0.280, d2=0.229 g=2.385 2/2 [==============================] - 0s 17ms/step >81, 69/693, d1=0.363, d2=0.337 g=2.790 2/2 [==============================] - 0s 17ms/step >81, 70/693, d1=0.348, d2=0.245 g=2.821 2/2 [==============================] - 0s 16ms/step >81, 71/693, d1=0.310, d2=0.188 g=2.655 2/2 [==============================] - 0s 17ms/step >81, 72/693, d1=0.151, d2=0.195 g=2.707 2/2 [==============================] - 0s 17ms/step >81, 73/693, d1=0.128, d2=0.301 g=3.145 2/2 [==============================] - 0s 16ms/step >81, 74/693, d1=0.253, d2=0.238 g=3.066 2/2 [==============================] - 0s 17ms/step >81, 75/693, d1=0.309, d2=0.141 g=3.130 2/2 [==============================] - 0s 17ms/step >81, 76/693, d1=0.412, d2=0.272 g=2.768 2/2 [==============================] - 0s 17ms/step >81, 77/693, d1=0.221, d2=0.136 g=2.496 2/2 [==============================] - 0s 16ms/step >81, 78/693, d1=0.235, d2=0.297 g=2.818 2/2 [==============================] - 0s 17ms/step >81, 79/693, d1=0.334, d2=0.301 g=2.758 2/2 [==============================] - 0s 17ms/step >81, 80/693, d1=0.310, d2=0.154 g=2.811 2/2 [==============================] - 0s 17ms/step >81, 81/693, d1=0.291, d2=0.182 g=2.521 2/2 [==============================] - 0s 17ms/step >81, 82/693, d1=0.283, d2=0.275 g=2.468 2/2 [==============================] - 0s 17ms/step >81, 83/693, d1=0.308, d2=0.371 g=2.719 2/2 [==============================] - 0s 16ms/step >81, 84/693, d1=0.301, d2=0.315 g=2.537 2/2 [==============================] - 0s 17ms/step >81, 85/693, d1=0.201, d2=0.203 g=2.998 2/2 [==============================] - 0s 17ms/step >81, 86/693, d1=0.263, d2=0.183 g=2.690 2/2 [==============================] - 0s 16ms/step >81, 87/693, d1=0.302, d2=0.257 g=2.498 2/2 [==============================] - 0s 16ms/step >81, 88/693, d1=0.259, d2=0.387 g=2.896 2/2 [==============================] - 0s 16ms/step >81, 89/693, d1=0.395, d2=0.191 g=2.624 2/2 [==============================] - 0s 16ms/step >81, 90/693, d1=0.369, d2=0.256 g=2.692 2/2 [==============================] - 0s 17ms/step >81, 91/693, d1=0.301, d2=0.276 g=2.584 2/2 [==============================] - 0s 17ms/step >81, 92/693, d1=0.233, d2=0.215 g=2.664 2/2 [==============================] - 0s 17ms/step >81, 93/693, d1=0.255, d2=0.195 g=2.587 2/2 [==============================] - 0s 16ms/step >81, 94/693, d1=0.313, d2=0.212 g=2.682 2/2 [==============================] - 0s 17ms/step >81, 95/693, d1=0.388, d2=0.323 g=2.343 2/2 [==============================] - 0s 16ms/step >81, 96/693, d1=0.377, d2=0.351 g=2.720 2/2 [==============================] - 0s 17ms/step >81, 97/693, d1=0.375, d2=0.220 g=2.702 2/2 [==============================] - 0s 15ms/step >81, 98/693, d1=0.310, d2=0.279 g=2.542 2/2 [==============================] - 0s 16ms/step >81, 99/693, d1=0.338, d2=0.347 g=2.758 2/2 [==============================] - 0s 16ms/step >81, 100/693, d1=0.346, d2=0.218 g=2.706 2/2 [==============================] - 0s 17ms/step >81, 101/693, d1=0.278, d2=0.196 g=2.620 2/2 [==============================] - 0s 17ms/step >81, 102/693, d1=0.308, d2=0.179 g=2.784 2/2 [==============================] - 0s 16ms/step >81, 103/693, d1=0.470, d2=0.308 g=2.531 2/2 [==============================] - 0s 17ms/step >81, 104/693, d1=0.255, d2=0.237 g=2.414 2/2 [==============================] - 0s 17ms/step >81, 105/693, d1=0.307, d2=0.263 g=2.468 2/2 [==============================] - 0s 17ms/step >81, 106/693, d1=0.301, d2=0.150 g=2.607 2/2 [==============================] - 0s 19ms/step >81, 107/693, d1=0.380, d2=0.205 g=2.303 2/2 [==============================] - 0s 17ms/step >81, 108/693, d1=0.291, d2=0.303 g=2.628 2/2 [==============================] - 0s 16ms/step >81, 109/693, d1=0.237, d2=0.263 g=2.820 2/2 [==============================] - 0s 16ms/step >81, 110/693, d1=0.329, d2=0.200 g=2.687 2/2 [==============================] - 0s 17ms/step >81, 111/693, d1=0.330, d2=0.230 g=2.838 2/2 [==============================] - 0s 17ms/step >81, 112/693, d1=0.403, d2=0.231 g=2.560 2/2 [==============================] - 0s 17ms/step >81, 113/693, d1=0.337, d2=0.351 g=2.726 2/2 [==============================] - 0s 17ms/step >81, 114/693, d1=0.275, d2=0.203 g=2.655 2/2 [==============================] - 0s 17ms/step >81, 115/693, d1=0.289, d2=0.186 g=2.477 2/2 [==============================] - 0s 16ms/step >81, 116/693, d1=0.279, d2=0.220 g=2.768 2/2 [==============================] - 0s 17ms/step >81, 117/693, d1=0.365, d2=0.250 g=2.419 2/2 [==============================] - 0s 17ms/step >81, 118/693, d1=0.224, d2=0.191 g=2.472 2/2 [==============================] - 0s 16ms/step >81, 119/693, d1=0.216, d2=0.178 g=2.451 2/2 [==============================] - 0s 17ms/step >81, 120/693, d1=0.206, d2=0.287 g=2.799 2/2 [==============================] - 0s 16ms/step >81, 121/693, d1=0.325, d2=0.215 g=2.978 2/2 [==============================] - 0s 17ms/step >81, 122/693, d1=0.325, d2=0.145 g=2.992 2/2 [==============================] - 0s 16ms/step >81, 123/693, d1=0.319, d2=0.141 g=2.600 2/2 [==============================] - 0s 17ms/step >81, 124/693, d1=0.238, d2=0.222 g=2.552 2/2 [==============================] - 0s 16ms/step >81, 125/693, d1=0.130, d2=0.215 g=2.789 2/2 [==============================] - 0s 17ms/step >81, 126/693, d1=0.399, d2=0.139 g=2.805 2/2 [==============================] - 0s 17ms/step >81, 127/693, d1=0.197, d2=0.277 g=2.597 2/2 [==============================] - 0s 17ms/step >81, 128/693, d1=0.405, d2=0.291 g=2.654 2/2 [==============================] - 0s 18ms/step >81, 129/693, d1=0.310, d2=0.220 g=2.901 2/2 [==============================] - 0s 17ms/step >81, 130/693, d1=0.364, d2=0.155 g=2.717 2/2 [==============================] - 0s 17ms/step >81, 131/693, d1=0.490, d2=0.214 g=2.355 2/2 [==============================] - 0s 18ms/step >81, 132/693, d1=0.231, d2=0.299 g=2.452 2/2 [==============================] - 0s 17ms/step >81, 133/693, d1=0.182, d2=0.232 g=2.822 2/2 [==============================] - 0s 17ms/step >81, 134/693, d1=0.269, d2=0.206 g=2.802 2/2 [==============================] - 0s 17ms/step >81, 135/693, d1=0.482, d2=0.280 g=2.843 2/2 [==============================] - 0s 17ms/step >81, 136/693, d1=0.353, d2=0.241 g=2.677 2/2 [==============================] - 0s 17ms/step >81, 137/693, d1=0.332, d2=0.224 g=2.612 2/2 [==============================] - 0s 17ms/step >81, 138/693, d1=0.375, d2=0.259 g=2.539 2/2 [==============================] - 0s 17ms/step >81, 139/693, d1=0.209, d2=0.231 g=2.988 2/2 [==============================] - 0s 17ms/step >81, 140/693, d1=0.232, d2=0.193 g=2.735 2/2 [==============================] - 0s 16ms/step >81, 141/693, d1=0.181, d2=0.136 g=2.912 2/2 [==============================] - 0s 18ms/step >81, 142/693, d1=0.337, d2=0.152 g=2.685 2/2 [==============================] - 0s 16ms/step >81, 143/693, d1=0.236, d2=0.198 g=2.665 2/2 [==============================] - 0s 17ms/step >81, 144/693, d1=0.251, d2=0.208 g=2.695 2/2 [==============================] - 0s 16ms/step >81, 145/693, d1=0.305, d2=0.214 g=2.648 2/2 [==============================] - 0s 18ms/step >81, 146/693, d1=0.555, d2=0.281 g=2.828 2/2 [==============================] - 0s 17ms/step >81, 147/693, d1=0.296, d2=0.232 g=2.422 2/2 [==============================] - 0s 16ms/step >81, 148/693, d1=0.317, d2=0.223 g=2.522 2/2 [==============================] - 0s 16ms/step >81, 149/693, d1=0.322, d2=0.271 g=2.287 2/2 [==============================] - 0s 17ms/step >81, 150/693, d1=0.362, d2=0.278 g=2.781 2/2 [==============================] - 0s 17ms/step >81, 151/693, d1=0.348, d2=0.227 g=2.545 2/2 [==============================] - 0s 16ms/step >81, 152/693, d1=0.351, d2=0.314 g=2.634 2/2 [==============================] - 0s 17ms/step >81, 153/693, d1=0.150, d2=0.238 g=2.627 2/2 [==============================] - 0s 17ms/step >81, 154/693, d1=0.210, d2=0.332 g=2.860 2/2 [==============================] - 0s 16ms/step >81, 155/693, d1=0.255, d2=0.151 g=3.031 2/2 [==============================] - 0s 16ms/step >81, 156/693, d1=0.233, d2=0.137 g=2.678 2/2 [==============================] - 0s 16ms/step >81, 157/693, d1=0.363, d2=0.170 g=2.434 2/2 [==============================] - 0s 16ms/step >81, 158/693, d1=0.167, d2=0.242 g=2.775 2/2 [==============================] - 0s 16ms/step >81, 159/693, d1=0.447, d2=0.220 g=2.315 2/2 [==============================] - 0s 16ms/step >81, 160/693, d1=0.275, d2=0.300 g=2.355 2/2 [==============================] - 0s 16ms/step >81, 161/693, d1=0.327, d2=0.275 g=2.460 2/2 [==============================] - 0s 16ms/step >81, 162/693, d1=0.243, d2=0.349 g=3.005 2/2 [==============================] - 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0s 17ms/step >82, 163/693, d1=0.347, d2=0.241 g=2.458 2/2 [==============================] - 0s 17ms/step >82, 164/693, d1=0.266, d2=0.242 g=2.744 2/2 [==============================] - 0s 18ms/step >82, 165/693, d1=0.244, d2=0.198 g=2.648 2/2 [==============================] - 0s 17ms/step >82, 166/693, d1=0.140, d2=0.178 g=3.155 2/2 [==============================] - 0s 17ms/step >82, 167/693, d1=0.377, d2=0.196 g=2.658 2/2 [==============================] - 0s 16ms/step >82, 168/693, d1=0.387, d2=0.392 g=2.821 2/2 [==============================] - 0s 18ms/step >82, 169/693, d1=0.313, d2=0.215 g=3.103 2/2 [==============================] - 0s 17ms/step >82, 170/693, d1=0.325, d2=0.233 g=3.092 2/2 [==============================] - 0s 17ms/step >82, 171/693, d1=0.387, d2=0.158 g=2.810 2/2 [==============================] - 0s 17ms/step >82, 172/693, d1=0.339, d2=0.352 g=2.645 2/2 [==============================] - 0s 16ms/step >82, 173/693, d1=0.478, d2=0.326 g=2.704 2/2 [==============================] - 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0s 17ms/step >82, 361/693, d1=0.334, d2=0.239 g=2.681 2/2 [==============================] - 0s 16ms/step >82, 362/693, d1=0.272, d2=0.311 g=2.832 2/2 [==============================] - 0s 17ms/step >82, 363/693, d1=0.391, d2=0.293 g=2.747 2/2 [==============================] - 0s 18ms/step >82, 364/693, d1=0.195, d2=0.235 g=3.112 2/2 [==============================] - 0s 17ms/step >82, 365/693, d1=0.262, d2=0.174 g=3.120 2/2 [==============================] - 0s 16ms/step >82, 366/693, d1=0.319, d2=0.225 g=2.832 2/2 [==============================] - 0s 17ms/step >82, 367/693, d1=0.308, d2=0.299 g=2.909 2/2 [==============================] - 0s 16ms/step >82, 368/693, d1=0.269, d2=0.188 g=3.008 2/2 [==============================] - 0s 16ms/step >82, 369/693, d1=0.314, d2=0.227 g=2.804 2/2 [==============================] - 0s 16ms/step >82, 370/693, d1=0.407, d2=0.255 g=2.562 2/2 [==============================] - 0s 16ms/step >82, 371/693, d1=0.276, d2=0.255 g=2.886 2/2 [==============================] - 0s 16ms/step >82, 372/693, d1=0.186, d2=0.146 g=3.110 2/2 [==============================] - 0s 16ms/step >82, 373/693, d1=0.376, d2=0.184 g=2.780 2/2 [==============================] - 0s 16ms/step >82, 374/693, d1=0.357, d2=0.245 g=2.571 2/2 [==============================] - 0s 16ms/step >82, 375/693, d1=0.173, d2=0.231 g=2.965 2/2 [==============================] - 0s 18ms/step >82, 376/693, d1=0.242, d2=0.240 g=2.856 2/2 [==============================] - 0s 17ms/step >82, 377/693, d1=0.254, d2=0.185 g=2.923 2/2 [==============================] - 0s 16ms/step >82, 378/693, d1=0.235, d2=0.262 g=3.017 2/2 [==============================] - 0s 16ms/step >82, 379/693, d1=0.445, d2=0.157 g=2.619 2/2 [==============================] - 0s 16ms/step >82, 380/693, d1=0.206, d2=0.307 g=2.830 2/2 [==============================] - 0s 17ms/step >82, 381/693, d1=0.299, d2=0.158 g=2.478 2/2 [==============================] - 0s 17ms/step >82, 382/693, d1=0.340, d2=0.238 g=2.480 2/2 [==============================] - 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0s 16ms/step >82, 537/693, d1=0.249, d2=0.092 g=2.942 2/2 [==============================] - 0s 18ms/step >82, 538/693, d1=0.253, d2=0.159 g=2.741 2/2 [==============================] - 0s 16ms/step >82, 539/693, d1=0.231, d2=0.189 g=3.096 2/2 [==============================] - 0s 17ms/step >82, 540/693, d1=0.150, d2=0.198 g=3.208 2/2 [==============================] - 0s 17ms/step >82, 541/693, d1=0.194, d2=0.140 g=3.334 2/2 [==============================] - 0s 16ms/step >82, 542/693, d1=0.328, d2=0.522 g=2.787 2/2 [==============================] - 0s 17ms/step >82, 543/693, d1=0.285, d2=0.233 g=3.025 2/2 [==============================] - 0s 17ms/step >82, 544/693, d1=0.367, d2=0.187 g=2.663 2/2 [==============================] - 0s 16ms/step >82, 545/693, d1=0.302, d2=0.192 g=2.816 2/2 [==============================] - 0s 17ms/step >82, 546/693, d1=0.286, d2=0.215 g=2.736 2/2 [==============================] - 0s 16ms/step >82, 547/693, d1=0.253, d2=0.319 g=2.749 2/2 [==============================] - 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0s 17ms/step >84, 86/693, d1=0.250, d2=0.177 g=3.230 2/2 [==============================] - 0s 18ms/step >84, 87/693, d1=0.191, d2=0.154 g=3.573 2/2 [==============================] - 0s 17ms/step >84, 88/693, d1=0.443, d2=0.191 g=2.692 2/2 [==============================] - 0s 16ms/step >84, 89/693, d1=0.376, d2=0.280 g=2.461 2/2 [==============================] - 0s 17ms/step >84, 90/693, d1=0.183, d2=0.211 g=2.753 2/2 [==============================] - 0s 16ms/step >84, 91/693, d1=0.266, d2=0.213 g=2.411 2/2 [==============================] - 0s 17ms/step >84, 92/693, d1=0.185, d2=0.243 g=3.097 2/2 [==============================] - 0s 16ms/step >84, 93/693, d1=0.242, d2=0.195 g=2.899 2/2 [==============================] - 0s 16ms/step >84, 94/693, d1=0.371, d2=0.243 g=3.033 2/2 [==============================] - 0s 17ms/step >84, 95/693, d1=0.230, d2=0.301 g=3.025 2/2 [==============================] - 0s 16ms/step >84, 96/693, d1=0.269, d2=0.125 g=2.895 2/2 [==============================] - 0s 16ms/step >84, 97/693, d1=0.333, d2=0.309 g=2.753 2/2 [==============================] - 0s 16ms/step >84, 98/693, d1=0.338, d2=0.212 g=2.596 2/2 [==============================] - 0s 17ms/step >84, 99/693, d1=0.256, d2=0.319 g=2.784 2/2 [==============================] - 0s 17ms/step >84, 100/693, d1=0.303, d2=0.217 g=2.978 2/2 [==============================] - 0s 17ms/step >84, 101/693, d1=0.255, d2=0.161 g=2.933 2/2 [==============================] - 0s 17ms/step >84, 102/693, d1=0.392, d2=0.268 g=2.893 2/2 [==============================] - 0s 17ms/step >84, 103/693, d1=0.249, d2=0.179 g=3.121 2/2 [==============================] - 0s 17ms/step >84, 104/693, d1=0.260, d2=0.185 g=2.617 2/2 [==============================] - 0s 17ms/step >84, 105/693, d1=0.267, d2=0.119 g=2.921 2/2 [==============================] - 0s 17ms/step >84, 106/693, d1=0.371, d2=0.360 g=2.537 2/2 [==============================] - 0s 17ms/step >84, 107/693, d1=0.336, d2=0.228 g=2.717 2/2 [==============================] - 0s 17ms/step >84, 108/693, d1=0.268, d2=0.219 g=3.007 2/2 [==============================] - 0s 17ms/step >84, 109/693, d1=0.257, d2=0.213 g=2.871 2/2 [==============================] - 0s 16ms/step >84, 110/693, d1=0.317, d2=0.213 g=2.536 2/2 [==============================] - 0s 16ms/step >84, 111/693, d1=0.316, d2=0.237 g=2.841 2/2 [==============================] - 0s 17ms/step >84, 112/693, d1=0.297, d2=0.276 g=2.689 2/2 [==============================] - 0s 16ms/step >84, 113/693, d1=0.401, d2=0.173 g=2.800 2/2 [==============================] - 0s 17ms/step >84, 114/693, d1=0.353, d2=0.308 g=2.597 2/2 [==============================] - 0s 17ms/step >84, 115/693, d1=0.255, d2=0.260 g=3.060 2/2 [==============================] - 0s 16ms/step >84, 116/693, d1=0.315, d2=0.245 g=3.052 2/2 [==============================] - 0s 16ms/step >84, 117/693, d1=0.275, d2=0.136 g=2.849 2/2 [==============================] - 0s 16ms/step >84, 118/693, d1=0.220, d2=0.207 g=2.744 2/2 [==============================] - 0s 17ms/step >84, 119/693, d1=0.313, d2=0.166 g=2.745 2/2 [==============================] - 0s 16ms/step >84, 120/693, d1=0.325, d2=0.280 g=2.722 2/2 [==============================] - 0s 16ms/step >84, 121/693, d1=0.155, d2=0.280 g=3.046 2/2 [==============================] - 0s 17ms/step >84, 122/693, d1=0.410, d2=0.121 g=3.090 2/2 [==============================] - 0s 16ms/step >84, 123/693, d1=0.279, d2=0.216 g=2.906 2/2 [==============================] - 0s 17ms/step >84, 124/693, d1=0.209, d2=0.240 g=2.663 2/2 [==============================] - 0s 16ms/step >84, 125/693, d1=0.374, d2=0.260 g=2.733 2/2 [==============================] - 0s 16ms/step >84, 126/693, d1=0.282, d2=0.193 g=2.630 2/2 [==============================] - 0s 17ms/step >84, 127/693, d1=0.258, d2=0.178 g=2.842 2/2 [==============================] - 0s 17ms/step >84, 128/693, d1=0.254, d2=0.210 g=2.996 2/2 [==============================] - 0s 16ms/step >84, 129/693, d1=0.319, d2=0.198 g=2.939 2/2 [==============================] - 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0s 16ms/step >84, 273/693, d1=0.487, d2=0.202 g=2.766 2/2 [==============================] - 0s 16ms/step >84, 274/693, d1=0.344, d2=0.218 g=2.366 2/2 [==============================] - 0s 17ms/step >84, 275/693, d1=0.313, d2=0.455 g=2.687 2/2 [==============================] - 0s 17ms/step >84, 276/693, d1=0.260, d2=0.235 g=2.817 2/2 [==============================] - 0s 17ms/step >84, 277/693, d1=0.567, d2=0.223 g=2.548 2/2 [==============================] - 0s 17ms/step >84, 278/693, d1=0.257, d2=0.217 g=2.512 2/2 [==============================] - 0s 17ms/step >84, 279/693, d1=0.277, d2=0.157 g=2.601 2/2 [==============================] - 0s 16ms/step >84, 280/693, d1=0.386, d2=0.284 g=2.459 2/2 [==============================] - 0s 16ms/step >84, 281/693, d1=0.216, d2=0.179 g=2.313 2/2 [==============================] - 0s 17ms/step >84, 282/693, d1=0.307, d2=0.217 g=2.421 2/2 [==============================] - 0s 16ms/step >84, 283/693, d1=0.299, d2=0.379 g=2.946 2/2 [==============================] - 0s 17ms/step >84, 284/693, d1=0.224, d2=0.118 g=2.985 2/2 [==============================] - 0s 16ms/step >84, 285/693, d1=0.214, d2=0.160 g=2.843 2/2 [==============================] - 0s 17ms/step >84, 286/693, d1=0.373, d2=0.242 g=2.698 2/2 [==============================] - 0s 17ms/step >84, 287/693, d1=0.335, d2=0.272 g=2.798 2/2 [==============================] - 0s 17ms/step >84, 288/693, d1=0.245, d2=0.228 g=2.882 2/2 [==============================] - 0s 17ms/step >84, 289/693, d1=0.131, d2=0.152 g=3.055 2/2 [==============================] - 0s 17ms/step >84, 290/693, d1=0.289, d2=0.214 g=3.191 2/2 [==============================] - 0s 16ms/step >84, 291/693, d1=0.486, d2=0.157 g=2.639 2/2 [==============================] - 0s 16ms/step >84, 292/693, d1=0.208, d2=0.252 g=2.967 2/2 [==============================] - 0s 16ms/step >84, 293/693, d1=0.261, d2=0.166 g=2.794 2/2 [==============================] - 0s 16ms/step >84, 294/693, d1=0.368, d2=0.300 g=2.651 2/2 [==============================] - 0s 16ms/step >84, 295/693, d1=0.211, d2=0.267 g=3.005 2/2 [==============================] - 0s 17ms/step >84, 296/693, d1=0.197, d2=0.194 g=3.112 2/2 [==============================] - 0s 17ms/step >84, 297/693, d1=0.237, d2=0.105 g=3.253 2/2 [==============================] - 0s 17ms/step >84, 298/693, d1=0.413, d2=0.246 g=2.770 2/2 [==============================] - 0s 17ms/step >84, 299/693, d1=0.105, d2=0.306 g=3.105 2/2 [==============================] - 0s 17ms/step >84, 300/693, d1=0.370, d2=0.284 g=3.002 2/2 [==============================] - 0s 16ms/step >84, 301/693, d1=0.342, d2=0.202 g=2.534 2/2 [==============================] - 0s 17ms/step >84, 302/693, d1=0.267, d2=0.286 g=2.908 2/2 [==============================] - 0s 16ms/step >84, 303/693, d1=0.307, d2=0.196 g=2.954 2/2 [==============================] - 0s 17ms/step >84, 304/693, d1=0.216, d2=0.261 g=2.987 2/2 [==============================] - 0s 18ms/step >84, 305/693, d1=0.253, d2=0.133 g=2.883 2/2 [==============================] - 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0s 16ms/step >84, 350/693, d1=0.393, d2=0.135 g=2.879 2/2 [==============================] - 0s 17ms/step >84, 351/693, d1=0.221, d2=0.154 g=2.987 2/2 [==============================] - 0s 17ms/step >84, 352/693, d1=0.259, d2=0.206 g=2.845 2/2 [==============================] - 0s 16ms/step >84, 353/693, d1=0.330, d2=0.187 g=2.794 2/2 [==============================] - 0s 16ms/step >84, 354/693, d1=0.287, d2=0.318 g=2.939 2/2 [==============================] - 0s 16ms/step >84, 355/693, d1=0.467, d2=0.153 g=3.191 2/2 [==============================] - 0s 18ms/step >84, 356/693, d1=0.379, d2=0.207 g=2.504 2/2 [==============================] - 0s 17ms/step >84, 357/693, d1=0.233, d2=0.240 g=2.807 2/2 [==============================] - 0s 17ms/step >84, 358/693, d1=0.240, d2=0.176 g=3.144 2/2 [==============================] - 0s 16ms/step >84, 359/693, d1=0.165, d2=0.167 g=3.001 2/2 [==============================] - 0s 17ms/step >84, 360/693, d1=0.222, d2=0.347 g=2.875 2/2 [==============================] - 0s 9ms/step >84, 361/693, d1=0.418, d2=0.219 g=3.354 2/2 [==============================] - 0s 16ms/step >84, 362/693, d1=0.330, d2=0.180 g=2.645 2/2 [==============================] - 0s 16ms/step >84, 363/693, d1=0.302, d2=0.225 g=2.882 2/2 [==============================] - 0s 17ms/step >84, 364/693, d1=0.238, d2=0.184 g=2.793 2/2 [==============================] - 0s 17ms/step >84, 365/693, d1=0.326, d2=0.289 g=2.812 2/2 [==============================] - 0s 18ms/step >84, 366/693, d1=0.295, d2=0.263 g=2.579 2/2 [==============================] - 0s 16ms/step >84, 367/693, d1=0.187, d2=0.094 g=3.548 2/2 [==============================] - 0s 17ms/step >84, 368/693, d1=0.333, d2=0.182 g=3.343 2/2 [==============================] - 0s 16ms/step >84, 369/693, d1=0.188, d2=0.112 g=3.565 2/2 [==============================] - 0s 16ms/step >84, 370/693, d1=0.346, d2=0.072 g=3.215 2/2 [==============================] - 0s 16ms/step >84, 371/693, d1=0.208, d2=0.131 g=3.117 2/2 [==============================] - 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0s 16ms/step >84, 383/693, d1=0.408, d2=0.164 g=3.024 2/2 [==============================] - 0s 18ms/step >84, 384/693, d1=0.403, d2=0.262 g=2.595 2/2 [==============================] - 0s 17ms/step >84, 385/693, d1=0.403, d2=0.314 g=3.063 2/2 [==============================] - 0s 16ms/step >84, 386/693, d1=0.188, d2=0.135 g=2.964 2/2 [==============================] - 0s 16ms/step >84, 387/693, d1=0.268, d2=0.486 g=3.324 2/2 [==============================] - 0s 17ms/step >84, 388/693, d1=0.409, d2=0.123 g=3.077 2/2 [==============================] - 0s 16ms/step >84, 389/693, d1=0.669, d2=0.346 g=2.724 2/2 [==============================] - 0s 16ms/step >84, 390/693, d1=0.200, d2=0.422 g=2.948 2/2 [==============================] - 0s 16ms/step >84, 391/693, d1=0.297, d2=0.305 g=2.932 2/2 [==============================] - 0s 16ms/step >84, 392/693, d1=0.441, d2=0.174 g=2.619 2/2 [==============================] - 0s 16ms/step >84, 393/693, d1=0.480, d2=0.350 g=2.553 2/2 [==============================] - 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0s 16ms/step >84, 449/693, d1=0.269, d2=0.384 g=2.973 2/2 [==============================] - 0s 16ms/step >84, 450/693, d1=0.374, d2=0.277 g=2.882 2/2 [==============================] - 0s 17ms/step >84, 451/693, d1=0.276, d2=0.195 g=3.116 2/2 [==============================] - 0s 17ms/step >84, 452/693, d1=0.272, d2=0.135 g=3.079 2/2 [==============================] - 0s 16ms/step >84, 453/693, d1=0.433, d2=0.219 g=2.496 2/2 [==============================] - 0s 17ms/step >84, 454/693, d1=0.314, d2=0.335 g=2.818 2/2 [==============================] - 0s 16ms/step >84, 455/693, d1=0.186, d2=0.236 g=3.054 2/2 [==============================] - 0s 16ms/step >84, 456/693, d1=0.326, d2=0.267 g=3.206 2/2 [==============================] - 0s 17ms/step >84, 457/693, d1=0.598, d2=0.143 g=2.542 2/2 [==============================] - 0s 16ms/step >84, 458/693, d1=0.302, d2=0.332 g=2.491 2/2 [==============================] - 0s 17ms/step >84, 459/693, d1=0.199, d2=0.326 g=2.828 2/2 [==============================] - 0s 20ms/step >84, 460/693, d1=0.332, d2=0.192 g=2.729 2/2 [==============================] - 0s 16ms/step >84, 461/693, d1=0.182, d2=0.141 g=3.010 2/2 [==============================] - 0s 17ms/step >84, 462/693, d1=0.313, d2=0.200 g=2.648 2/2 [==============================] - 0s 16ms/step >84, 463/693, d1=0.189, d2=0.155 g=3.055 2/2 [==============================] - 0s 16ms/step >84, 464/693, d1=0.241, d2=0.197 g=2.716 2/2 [==============================] - 0s 17ms/step >84, 465/693, d1=0.314, d2=0.236 g=2.745 2/2 [==============================] - 0s 17ms/step >84, 466/693, d1=0.247, d2=0.241 g=2.984 2/2 [==============================] - 0s 16ms/step >84, 467/693, d1=0.333, d2=0.112 g=2.922 2/2 [==============================] - 0s 17ms/step >84, 468/693, d1=0.202, d2=0.225 g=2.890 2/2 [==============================] - 0s 16ms/step >84, 469/693, d1=0.218, d2=0.201 g=3.316 2/2 [==============================] - 0s 17ms/step >84, 470/693, d1=0.332, d2=0.184 g=2.968 2/2 [==============================] - 0s 17ms/step >84, 471/693, d1=0.240, d2=0.184 g=2.881 2/2 [==============================] - 0s 17ms/step >84, 472/693, d1=0.166, d2=0.159 g=3.165 2/2 [==============================] - 0s 16ms/step >84, 473/693, d1=0.404, d2=0.159 g=2.964 2/2 [==============================] - 0s 17ms/step >84, 474/693, d1=0.297, d2=0.294 g=3.107 2/2 [==============================] - 0s 17ms/step >84, 475/693, d1=0.291, d2=0.136 g=3.060 2/2 [==============================] - 0s 16ms/step >84, 476/693, d1=0.312, d2=0.166 g=2.585 2/2 [==============================] - 0s 17ms/step >84, 477/693, d1=0.440, d2=0.188 g=2.517 2/2 [==============================] - 0s 17ms/step >84, 478/693, d1=0.323, d2=0.356 g=2.616 2/2 [==============================] - 0s 16ms/step >84, 479/693, d1=0.190, d2=0.243 g=2.721 2/2 [==============================] - 0s 16ms/step >84, 480/693, d1=0.299, d2=0.261 g=3.021 2/2 [==============================] - 0s 16ms/step >84, 481/693, d1=0.261, d2=0.199 g=3.182 2/2 [==============================] - 0s 16ms/step >84, 482/693, d1=0.356, d2=0.301 g=2.861 2/2 [==============================] - 0s 17ms/step >84, 483/693, d1=0.242, d2=0.274 g=3.086 2/2 [==============================] - 0s 17ms/step >84, 484/693, d1=0.471, d2=0.251 g=2.867 2/2 [==============================] - 0s 17ms/step >84, 485/693, d1=0.232, d2=0.239 g=2.832 2/2 [==============================] - 0s 17ms/step >84, 486/693, d1=0.281, d2=0.150 g=3.015 2/2 [==============================] - 0s 16ms/step >84, 487/693, d1=0.302, d2=0.236 g=2.662 2/2 [==============================] - 0s 16ms/step >84, 488/693, d1=0.303, d2=0.278 g=2.842 2/2 [==============================] - 0s 16ms/step >84, 489/693, d1=0.312, d2=0.170 g=2.654 2/2 [==============================] - 0s 16ms/step >84, 490/693, d1=0.223, d2=0.194 g=2.642 2/2 [==============================] - 0s 17ms/step >84, 491/693, d1=0.235, d2=0.290 g=3.027 2/2 [==============================] - 0s 17ms/step >84, 492/693, d1=0.320, d2=0.167 g=2.774 2/2 [==============================] - 0s 17ms/step >84, 493/693, d1=0.204, d2=0.124 g=3.083 2/2 [==============================] - 0s 16ms/step >84, 494/693, d1=0.190, d2=0.208 g=2.976 2/2 [==============================] - 0s 16ms/step >84, 495/693, d1=0.437, d2=0.365 g=3.003 2/2 [==============================] - 0s 17ms/step >84, 496/693, d1=0.246, d2=0.193 g=3.202 2/2 [==============================] - 0s 17ms/step >84, 497/693, d1=0.305, d2=0.215 g=3.172 2/2 [==============================] - 0s 18ms/step >84, 498/693, d1=0.368, d2=0.286 g=2.757 2/2 [==============================] - 0s 16ms/step >84, 499/693, d1=0.193, d2=0.216 g=3.146 2/2 [==============================] - 0s 16ms/step >84, 500/693, d1=0.467, d2=0.260 g=2.657 2/2 [==============================] - 0s 16ms/step >84, 501/693, d1=0.243, d2=0.203 g=2.911 2/2 [==============================] - 0s 17ms/step >84, 502/693, d1=0.342, d2=0.291 g=2.931 2/2 [==============================] - 0s 17ms/step >84, 503/693, d1=0.249, d2=0.188 g=3.000 2/2 [==============================] - 0s 17ms/step >84, 504/693, d1=0.366, d2=0.239 g=3.000 2/2 [==============================] - 0s 16ms/step >84, 505/693, d1=0.302, d2=0.299 g=3.097 2/2 [==============================] - 0s 17ms/step >84, 506/693, d1=0.152, d2=0.150 g=2.982 2/2 [==============================] - 0s 16ms/step >84, 507/693, d1=0.326, d2=0.197 g=2.814 2/2 [==============================] - 0s 17ms/step >84, 508/693, d1=0.435, d2=0.238 g=2.548 2/2 [==============================] - 0s 17ms/step >84, 509/693, d1=0.266, d2=0.226 g=2.782 2/2 [==============================] - 0s 16ms/step >84, 510/693, d1=0.199, d2=0.233 g=2.896 2/2 [==============================] - 0s 16ms/step >84, 511/693, d1=0.228, d2=0.162 g=3.274 2/2 [==============================] - 0s 16ms/step >84, 512/693, d1=0.255, d2=0.192 g=2.940 2/2 [==============================] - 0s 16ms/step >84, 513/693, d1=0.336, d2=0.265 g=3.084 2/2 [==============================] - 0s 17ms/step >84, 514/693, d1=0.154, d2=0.206 g=3.040 2/2 [==============================] - 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0s 18ms/step >88, 9/693, d1=0.436, d2=0.151 g=2.606 2/2 [==============================] - 0s 15ms/step >88, 10/693, d1=0.207, d2=0.364 g=2.832 2/2 [==============================] - 0s 17ms/step >88, 11/693, d1=0.232, d2=0.188 g=3.401 2/2 [==============================] - 0s 16ms/step >88, 12/693, d1=0.455, d2=0.242 g=2.987 2/2 [==============================] - 0s 18ms/step >88, 13/693, d1=0.364, d2=0.154 g=2.639 2/2 [==============================] - 0s 17ms/step >88, 14/693, d1=0.098, d2=0.269 g=3.145 2/2 [==============================] - 0s 16ms/step >88, 15/693, d1=0.261, d2=0.168 g=3.138 2/2 [==============================] - 0s 17ms/step >88, 16/693, d1=0.280, d2=0.189 g=3.157 2/2 [==============================] - 0s 17ms/step >88, 17/693, d1=0.393, d2=0.214 g=2.895 2/2 [==============================] - 0s 15ms/step >88, 18/693, d1=0.463, d2=0.298 g=2.563 2/2 [==============================] - 0s 16ms/step >88, 19/693, d1=0.199, d2=0.184 g=2.815 2/2 [==============================] - 0s 16ms/step >88, 20/693, d1=0.156, d2=0.172 g=3.053 2/2 [==============================] - 0s 17ms/step >88, 21/693, d1=0.184, d2=0.187 g=3.309 2/2 [==============================] - 0s 16ms/step >88, 22/693, d1=0.202, d2=0.219 g=2.938 2/2 [==============================] - 0s 16ms/step >88, 23/693, d1=0.323, d2=0.150 g=3.088 2/2 [==============================] - 0s 17ms/step >88, 24/693, d1=0.377, d2=0.428 g=2.900 2/2 [==============================] - 0s 16ms/step >88, 25/693, d1=0.414, d2=0.279 g=2.783 2/2 [==============================] - 0s 16ms/step >88, 26/693, d1=0.327, d2=0.239 g=2.825 2/2 [==============================] - 0s 17ms/step >88, 27/693, d1=0.253, d2=0.187 g=2.924 2/2 [==============================] - 0s 17ms/step >88, 28/693, d1=0.198, d2=0.145 g=3.169 2/2 [==============================] - 0s 17ms/step >88, 29/693, d1=0.213, d2=0.255 g=3.225 2/2 [==============================] - 0s 16ms/step >88, 30/693, d1=0.410, d2=0.325 g=2.821 2/2 [==============================] - 0s 16ms/step >88, 31/693, d1=0.194, d2=0.263 g=2.984 2/2 [==============================] - 0s 17ms/step >88, 32/693, d1=0.448, d2=0.194 g=3.141 2/2 [==============================] - 0s 17ms/step >88, 33/693, d1=0.244, d2=0.246 g=3.257 2/2 [==============================] - 0s 16ms/step >88, 34/693, d1=0.364, d2=0.220 g=3.017 2/2 [==============================] - 0s 17ms/step >88, 35/693, d1=0.363, d2=0.173 g=2.597 2/2 [==============================] - 0s 16ms/step >88, 36/693, d1=0.246, d2=0.282 g=2.787 2/2 [==============================] - 0s 16ms/step >88, 37/693, d1=0.220, d2=0.285 g=3.169 2/2 [==============================] - 0s 16ms/step >88, 38/693, d1=0.422, d2=0.189 g=2.758 2/2 [==============================] - 0s 17ms/step >88, 39/693, d1=0.328, d2=0.153 g=2.644 2/2 [==============================] - 0s 16ms/step >88, 40/693, d1=0.139, d2=0.308 g=2.903 2/2 [==============================] - 0s 16ms/step >88, 41/693, d1=0.234, d2=0.223 g=3.020 2/2 [==============================] - 0s 16ms/step >88, 42/693, d1=0.462, d2=0.154 g=2.911 2/2 [==============================] - 0s 16ms/step >88, 43/693, d1=0.207, d2=0.238 g=2.908 2/2 [==============================] - 0s 17ms/step >88, 44/693, d1=0.403, d2=0.344 g=3.098 2/2 [==============================] - 0s 17ms/step >88, 45/693, d1=0.299, d2=0.275 g=3.190 2/2 [==============================] - 0s 17ms/step >88, 46/693, d1=0.353, d2=0.201 g=2.959 2/2 [==============================] - 0s 17ms/step >88, 47/693, d1=0.210, d2=0.249 g=3.216 2/2 [==============================] - 0s 17ms/step >88, 48/693, d1=0.419, d2=0.265 g=3.199 2/2 [==============================] - 0s 17ms/step >88, 49/693, d1=0.336, d2=0.226 g=2.933 2/2 [==============================] - 0s 17ms/step >88, 50/693, d1=0.353, d2=0.249 g=2.690 2/2 [==============================] - 0s 16ms/step >88, 51/693, d1=0.294, d2=0.290 g=2.609 2/2 [==============================] - 0s 16ms/step >88, 52/693, d1=0.297, d2=0.207 g=2.824 2/2 [==============================] - 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0s 16ms/step >88, 64/693, d1=0.234, d2=0.171 g=2.875 2/2 [==============================] - 0s 17ms/step >88, 65/693, d1=0.243, d2=0.289 g=2.881 2/2 [==============================] - 0s 16ms/step >88, 66/693, d1=0.335, d2=0.172 g=2.939 2/2 [==============================] - 0s 16ms/step >88, 67/693, d1=0.300, d2=0.235 g=2.946 2/2 [==============================] - 0s 17ms/step >88, 68/693, d1=0.176, d2=0.122 g=3.109 2/2 [==============================] - 0s 17ms/step >88, 69/693, d1=0.256, d2=0.203 g=3.186 2/2 [==============================] - 0s 16ms/step >88, 70/693, d1=0.212, d2=0.196 g=3.408 2/2 [==============================] - 0s 16ms/step >88, 71/693, d1=0.451, d2=0.217 g=3.059 2/2 [==============================] - 0s 17ms/step >88, 72/693, d1=0.340, d2=0.237 g=2.762 2/2 [==============================] - 0s 17ms/step >88, 73/693, d1=0.209, d2=0.164 g=2.916 2/2 [==============================] - 0s 17ms/step >88, 74/693, d1=0.297, d2=0.177 g=3.135 2/2 [==============================] - 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0s 16ms/step >88, 306/693, d1=0.180, d2=0.227 g=2.775 2/2 [==============================] - 0s 16ms/step >88, 307/693, d1=0.315, d2=0.192 g=2.763 2/2 [==============================] - 0s 16ms/step >88, 308/693, d1=0.187, d2=0.203 g=3.091 2/2 [==============================] - 0s 16ms/step >88, 309/693, d1=0.229, d2=0.288 g=3.032 2/2 [==============================] - 0s 17ms/step >88, 310/693, d1=0.297, d2=0.123 g=2.708 2/2 [==============================] - 0s 17ms/step >88, 311/693, d1=0.357, d2=0.196 g=2.656 2/2 [==============================] - 0s 16ms/step >88, 312/693, d1=0.227, d2=0.330 g=2.912 2/2 [==============================] - 0s 16ms/step >88, 313/693, d1=0.198, d2=0.223 g=2.847 2/2 [==============================] - 0s 17ms/step >88, 314/693, d1=0.314, d2=0.248 g=3.172 2/2 [==============================] - 0s 16ms/step >88, 315/693, d1=0.289, d2=0.144 g=3.136 2/2 [==============================] - 0s 17ms/step >88, 316/693, d1=0.307, d2=0.128 g=2.973 2/2 [==============================] - 0s 16ms/step >88, 317/693, d1=0.133, d2=0.211 g=3.119 2/2 [==============================] - 0s 17ms/step >88, 318/693, d1=0.259, d2=0.267 g=2.826 2/2 [==============================] - 0s 17ms/step >88, 319/693, d1=0.273, d2=0.182 g=2.924 2/2 [==============================] - 0s 16ms/step >88, 320/693, d1=0.513, d2=0.231 g=2.469 2/2 [==============================] - 0s 16ms/step >88, 321/693, d1=0.212, d2=0.239 g=2.525 2/2 [==============================] - 0s 16ms/step >88, 322/693, d1=0.293, d2=0.232 g=2.857 2/2 [==============================] - 0s 17ms/step >88, 323/693, d1=0.271, d2=0.207 g=3.132 2/2 [==============================] - 0s 16ms/step >88, 324/693, d1=0.265, d2=0.138 g=3.148 2/2 [==============================] - 0s 17ms/step >88, 325/693, d1=0.323, d2=0.229 g=2.822 2/2 [==============================] - 0s 17ms/step >88, 326/693, d1=0.427, d2=0.363 g=2.681 2/2 [==============================] - 0s 16ms/step >88, 327/693, d1=0.227, d2=0.153 g=2.748 2/2 [==============================] - 0s 17ms/step >88, 328/693, d1=0.209, d2=0.184 g=2.900 2/2 [==============================] - 0s 18ms/step >88, 329/693, d1=0.235, d2=0.195 g=3.008 2/2 [==============================] - 0s 17ms/step >88, 330/693, d1=0.245, d2=0.136 g=3.128 2/2 [==============================] - 0s 16ms/step >88, 331/693, d1=0.381, d2=0.212 g=2.756 2/2 [==============================] - 0s 17ms/step >88, 332/693, d1=0.115, d2=0.168 g=3.183 2/2 [==============================] - 0s 16ms/step >88, 333/693, d1=0.291, d2=0.186 g=3.001 2/2 [==============================] - 0s 16ms/step >88, 334/693, d1=0.378, d2=0.197 g=2.891 2/2 [==============================] - 0s 16ms/step >88, 335/693, d1=0.180, d2=0.379 g=3.172 2/2 [==============================] - 0s 21ms/step >88, 336/693, d1=0.441, d2=0.189 g=3.304 2/2 [==============================] - 0s 17ms/step >88, 337/693, d1=0.323, d2=0.191 g=2.804 2/2 [==============================] - 0s 16ms/step >88, 338/693, d1=0.251, d2=0.228 g=2.945 2/2 [==============================] - 0s 16ms/step >88, 339/693, d1=0.188, d2=0.175 g=3.248 2/2 [==============================] - 0s 19ms/step >88, 340/693, d1=0.286, d2=0.225 g=2.978 2/2 [==============================] - 0s 17ms/step >88, 341/693, d1=0.312, d2=0.238 g=3.023 2/2 [==============================] - 0s 19ms/step >88, 342/693, d1=0.274, d2=0.181 g=3.254 2/2 [==============================] - 0s 16ms/step >88, 343/693, d1=0.276, d2=0.228 g=3.700 2/2 [==============================] - 0s 17ms/step >88, 344/693, d1=0.342, d2=0.121 g=2.914 2/2 [==============================] - 0s 17ms/step >88, 345/693, d1=0.265, d2=0.250 g=2.933 2/2 [==============================] - 0s 17ms/step >88, 346/693, d1=0.330, d2=0.279 g=3.091 2/2 [==============================] - 0s 16ms/step >88, 347/693, d1=0.279, d2=0.168 g=3.047 2/2 [==============================] - 0s 16ms/step >88, 348/693, d1=0.237, d2=0.188 g=3.121 2/2 [==============================] - 0s 18ms/step >88, 349/693, d1=0.579, d2=0.310 g=2.623 2/2 [==============================] - 0s 15ms/step >88, 350/693, d1=0.291, d2=0.285 g=3.004 2/2 [==============================] - 0s 17ms/step >88, 351/693, d1=0.254, d2=0.256 g=3.143 2/2 [==============================] - 0s 17ms/step >88, 352/693, d1=0.212, d2=0.136 g=3.009 2/2 [==============================] - 0s 17ms/step >88, 353/693, d1=0.387, d2=0.284 g=2.738 2/2 [==============================] - 0s 17ms/step >88, 354/693, d1=0.221, d2=0.379 g=2.884 2/2 [==============================] - 0s 17ms/step >88, 355/693, d1=0.367, d2=0.120 g=2.810 2/2 [==============================] - 0s 17ms/step >88, 356/693, d1=0.193, d2=0.183 g=2.614 2/2 [==============================] - 0s 18ms/step >88, 357/693, d1=0.261, d2=0.182 g=2.879 2/2 [==============================] - 0s 16ms/step >88, 358/693, d1=0.272, d2=0.375 g=2.813 2/2 [==============================] - 0s 17ms/step >88, 359/693, d1=0.287, d2=0.149 g=2.530 2/2 [==============================] - 0s 16ms/step >88, 360/693, d1=0.368, d2=0.361 g=2.885 2/2 [==============================] - 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0s 17ms/step >88, 515/693, d1=0.332, d2=0.205 g=2.989 2/2 [==============================] - 0s 18ms/step >88, 516/693, d1=0.278, d2=0.196 g=3.008 2/2 [==============================] - 0s 16ms/step >88, 517/693, d1=0.283, d2=0.162 g=3.311 2/2 [==============================] - 0s 17ms/step >88, 518/693, d1=0.254, d2=0.163 g=3.178 2/2 [==============================] - 0s 16ms/step >88, 519/693, d1=0.208, d2=0.281 g=3.339 2/2 [==============================] - 0s 17ms/step >88, 520/693, d1=0.349, d2=0.146 g=3.092 2/2 [==============================] - 0s 18ms/step >88, 521/693, d1=0.285, d2=0.220 g=3.337 2/2 [==============================] - 0s 16ms/step >88, 522/693, d1=0.163, d2=0.202 g=2.905 2/2 [==============================] - 0s 16ms/step >88, 523/693, d1=0.444, d2=0.134 g=2.850 2/2 [==============================] - 0s 16ms/step >88, 524/693, d1=0.091, d2=0.367 g=3.169 2/2 [==============================] - 0s 16ms/step >88, 525/693, d1=0.376, d2=0.175 g=2.849 2/2 [==============================] - 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0s 17ms/step >89, 636/693, d1=0.262, d2=0.171 g=3.172 2/2 [==============================] - 0s 16ms/step >89, 637/693, d1=0.372, d2=0.302 g=2.489 2/2 [==============================] - 0s 17ms/step >89, 638/693, d1=0.102, d2=0.212 g=3.410 2/2 [==============================] - 0s 17ms/step >89, 639/693, d1=0.362, d2=0.159 g=3.197 2/2 [==============================] - 0s 17ms/step >89, 640/693, d1=0.159, d2=0.171 g=3.209 2/2 [==============================] - 0s 16ms/step >89, 641/693, d1=0.362, d2=0.155 g=2.934 2/2 [==============================] - 0s 17ms/step >89, 642/693, d1=0.202, d2=0.212 g=3.021 2/2 [==============================] - 0s 17ms/step >89, 643/693, d1=0.189, d2=0.228 g=3.470 2/2 [==============================] - 0s 17ms/step >89, 644/693, d1=0.150, d2=0.164 g=3.259 2/2 [==============================] - 0s 16ms/step >89, 645/693, d1=0.317, d2=0.232 g=3.360 2/2 [==============================] - 0s 17ms/step >89, 646/693, d1=0.229, d2=0.131 g=2.933 2/2 [==============================] - 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0s 16ms/step >89, 669/693, d1=0.311, d2=0.259 g=2.876 2/2 [==============================] - 0s 17ms/step >89, 670/693, d1=0.244, d2=0.135 g=2.952 2/2 [==============================] - 0s 16ms/step >89, 671/693, d1=0.232, d2=0.158 g=3.353 2/2 [==============================] - 0s 16ms/step >89, 672/693, d1=0.241, d2=0.180 g=3.098 2/2 [==============================] - 0s 17ms/step >89, 673/693, d1=0.166, d2=0.095 g=3.122 2/2 [==============================] - 0s 17ms/step >89, 674/693, d1=0.152, d2=0.218 g=3.251 2/2 [==============================] - 0s 16ms/step >89, 675/693, d1=0.472, d2=0.132 g=2.715 2/2 [==============================] - 0s 17ms/step >89, 676/693, d1=0.377, d2=0.289 g=2.610 2/2 [==============================] - 0s 16ms/step >89, 677/693, d1=0.159, d2=0.250 g=2.818 2/2 [==============================] - 0s 17ms/step >89, 678/693, d1=0.202, d2=0.218 g=3.153 2/2 [==============================] - 0s 16ms/step >89, 679/693, d1=0.311, d2=0.175 g=2.803 2/2 [==============================] - 0s 17ms/step >89, 680/693, d1=0.171, d2=0.164 g=3.139 2/2 [==============================] - 0s 16ms/step >89, 681/693, d1=0.300, d2=0.235 g=3.316 2/2 [==============================] - 0s 17ms/step >89, 682/693, d1=0.358, d2=0.185 g=3.138 2/2 [==============================] - 0s 16ms/step >89, 683/693, d1=0.207, d2=0.212 g=3.685 2/2 [==============================] - 0s 17ms/step >89, 684/693, d1=0.442, d2=0.155 g=3.329 2/2 [==============================] - 0s 17ms/step >89, 685/693, d1=0.193, d2=0.263 g=3.034 2/2 [==============================] - 0s 17ms/step >89, 686/693, d1=0.319, d2=0.178 g=2.936 2/2 [==============================] - 0s 19ms/step >89, 687/693, d1=0.266, d2=0.228 g=3.071 2/2 [==============================] - 0s 16ms/step >89, 688/693, d1=0.299, d2=0.205 g=2.963 2/2 [==============================] - 0s 16ms/step >89, 689/693, d1=0.301, d2=0.244 g=2.976 2/2 [==============================] - 0s 17ms/step >89, 690/693, d1=0.178, d2=0.151 g=3.161 2/2 [==============================] - 0s 16ms/step >89, 691/693, d1=0.319, d2=0.288 g=3.297 2/2 [==============================] - 0s 17ms/step >89, 692/693, d1=0.420, d2=0.179 g=2.990 2/2 [==============================] - 0s 16ms/step >89, 693/693, d1=0.258, d2=0.203 g=3.221 2/2 [==============================] - 0s 17ms/step >90, 1/693, d1=0.189, d2=0.162 g=3.179 2/2 [==============================] - 0s 16ms/step >90, 2/693, d1=0.242, d2=0.155 g=3.102 2/2 [==============================] - 0s 17ms/step >90, 3/693, d1=0.312, d2=0.187 g=2.791 2/2 [==============================] - 0s 16ms/step >90, 4/693, d1=0.221, d2=0.236 g=2.980 2/2 [==============================] - 0s 17ms/step >90, 5/693, d1=0.268, d2=0.160 g=3.116 2/2 [==============================] - 0s 16ms/step >90, 6/693, d1=0.208, d2=0.147 g=3.249 2/2 [==============================] - 0s 17ms/step >90, 7/693, d1=0.232, d2=0.258 g=3.124 2/2 [==============================] - 0s 17ms/step >90, 8/693, d1=0.328, d2=0.164 g=3.136 2/2 [==============================] - 0s 16ms/step >90, 9/693, d1=0.236, d2=0.093 g=3.079 2/2 [==============================] - 0s 16ms/step >90, 10/693, d1=0.281, d2=0.308 g=3.311 2/2 [==============================] - 0s 16ms/step >90, 11/693, d1=0.241, d2=0.197 g=3.366 2/2 [==============================] - 0s 16ms/step >90, 12/693, d1=0.397, d2=0.215 g=2.832 2/2 [==============================] - 0s 16ms/step >90, 13/693, d1=0.304, d2=0.226 g=2.756 2/2 [==============================] - 0s 16ms/step >90, 14/693, d1=0.272, d2=0.236 g=3.218 2/2 [==============================] - 0s 16ms/step >90, 15/693, d1=0.286, d2=0.160 g=3.129 2/2 [==============================] - 0s 17ms/step >90, 16/693, d1=0.242, d2=0.143 g=2.675 2/2 [==============================] - 0s 17ms/step >90, 17/693, d1=0.162, d2=0.195 g=2.925 2/2 [==============================] - 0s 16ms/step >90, 18/693, d1=0.391, d2=0.260 g=3.224 2/2 [==============================] - 0s 17ms/step >90, 19/693, d1=0.376, d2=0.175 g=2.725 2/2 [==============================] - 0s 16ms/step >90, 20/693, d1=0.243, d2=0.170 g=2.637 2/2 [==============================] - 0s 17ms/step >90, 21/693, d1=0.135, d2=0.245 g=2.957 2/2 [==============================] - 0s 17ms/step >90, 22/693, d1=0.253, d2=0.201 g=3.047 2/2 [==============================] - 0s 17ms/step >90, 23/693, d1=0.305, d2=0.142 g=2.805 2/2 [==============================] - 0s 16ms/step >90, 24/693, d1=0.254, d2=0.160 g=2.938 2/2 [==============================] - 0s 16ms/step >90, 25/693, d1=0.287, d2=0.142 g=2.714 2/2 [==============================] - 0s 16ms/step >90, 26/693, d1=0.196, d2=0.299 g=2.808 2/2 [==============================] - 0s 17ms/step >90, 27/693, d1=0.102, d2=0.181 g=3.214 2/2 [==============================] - 0s 17ms/step >90, 28/693, d1=0.383, d2=0.168 g=3.194 2/2 [==============================] - 0s 17ms/step >90, 29/693, d1=0.290, d2=0.158 g=3.054 2/2 [==============================] - 0s 18ms/step >90, 30/693, d1=0.206, d2=0.183 g=2.661 2/2 [==============================] - 0s 17ms/step >90, 31/693, d1=0.222, d2=0.233 g=3.112 2/2 [==============================] - 0s 17ms/step >90, 32/693, d1=0.172, d2=0.166 g=3.271 2/2 [==============================] - 0s 16ms/step >90, 33/693, d1=0.196, d2=0.136 g=3.324 2/2 [==============================] - 0s 16ms/step >90, 34/693, d1=0.338, d2=0.228 g=3.072 2/2 [==============================] - 0s 16ms/step >90, 35/693, d1=0.268, d2=0.246 g=3.077 2/2 [==============================] - 0s 16ms/step >90, 36/693, d1=0.307, d2=0.280 g=2.696 2/2 [==============================] - 0s 17ms/step >90, 37/693, d1=0.205, d2=0.230 g=3.247 2/2 [==============================] - 0s 16ms/step >90, 38/693, d1=0.319, d2=0.201 g=3.403 2/2 [==============================] - 0s 18ms/step >90, 39/693, d1=0.196, d2=0.126 g=3.556 2/2 [==============================] - 0s 16ms/step >90, 40/693, d1=0.323, d2=0.103 g=3.249 2/2 [==============================] - 0s 17ms/step >90, 41/693, d1=0.394, d2=0.352 g=3.066 2/2 [==============================] - 0s 17ms/step >90, 42/693, d1=0.346, d2=0.198 g=2.715 2/2 [==============================] - 0s 16ms/step >90, 43/693, d1=0.286, d2=0.295 g=2.830 2/2 [==============================] - 0s 17ms/step >90, 44/693, d1=0.325, d2=0.243 g=2.961 2/2 [==============================] - 0s 17ms/step >90, 45/693, d1=0.275, d2=0.302 g=3.190 2/2 [==============================] - 0s 17ms/step >90, 46/693, d1=0.349, d2=0.163 g=3.238 2/2 [==============================] - 0s 17ms/step >90, 47/693, d1=0.295, d2=0.204 g=3.152 2/2 [==============================] - 0s 17ms/step >90, 48/693, d1=0.212, d2=0.187 g=3.008 2/2 [==============================] - 0s 17ms/step >90, 49/693, d1=0.275, d2=0.284 g=3.037 2/2 [==============================] - 0s 16ms/step >90, 50/693, d1=0.186, d2=0.362 g=3.426 2/2 [==============================] - 0s 16ms/step >90, 51/693, d1=0.204, d2=0.080 g=3.356 2/2 [==============================] - 0s 18ms/step >90, 52/693, d1=0.380, d2=0.262 g=2.895 2/2 [==============================] - 0s 16ms/step >90, 53/693, d1=0.320, d2=0.156 g=2.998 2/2 [==============================] - 0s 16ms/step >90, 54/693, d1=0.262, d2=0.275 g=2.962 2/2 [==============================] - 0s 17ms/step >90, 55/693, d1=0.215, d2=0.136 g=3.249 2/2 [==============================] - 0s 17ms/step >90, 56/693, d1=0.149, d2=0.169 g=3.335 2/2 [==============================] - 0s 16ms/step >90, 57/693, d1=0.401, d2=0.135 g=2.806 2/2 [==============================] - 0s 17ms/step >90, 58/693, d1=0.245, d2=0.220 g=2.992 2/2 [==============================] - 0s 16ms/step >90, 59/693, d1=0.245, d2=0.242 g=3.814 2/2 [==============================] - 0s 17ms/step >90, 60/693, d1=0.446, d2=0.145 g=3.136 2/2 [==============================] - 0s 16ms/step >90, 61/693, d1=0.354, d2=0.382 g=3.030 2/2 [==============================] - 0s 17ms/step >90, 62/693, d1=0.338, d2=0.172 g=2.811 2/2 [==============================] - 0s 17ms/step >90, 63/693, d1=0.284, d2=0.265 g=2.857 2/2 [==============================] - 0s 16ms/step >90, 64/693, d1=0.180, d2=0.184 g=3.085 2/2 [==============================] - 0s 18ms/step >90, 65/693, d1=0.348, d2=0.272 g=2.852 2/2 [==============================] - 0s 16ms/step >90, 66/693, d1=0.265, d2=0.317 g=3.166 2/2 [==============================] - 0s 16ms/step >90, 67/693, d1=0.257, d2=0.250 g=3.210 2/2 [==============================] - 0s 16ms/step >90, 68/693, d1=0.367, d2=0.127 g=3.057 2/2 [==============================] - 0s 17ms/step >90, 69/693, d1=0.164, d2=0.252 g=2.910 2/2 [==============================] - 0s 17ms/step >90, 70/693, d1=0.201, d2=0.171 g=3.050 2/2 [==============================] - 0s 17ms/step >90, 71/693, d1=0.241, d2=0.166 g=2.884 2/2 [==============================] - 0s 16ms/step >90, 72/693, d1=0.233, d2=0.230 g=2.820 2/2 [==============================] - 0s 16ms/step >90, 73/693, d1=0.234, d2=0.149 g=2.901 2/2 [==============================] - 0s 17ms/step >90, 74/693, d1=0.255, d2=0.227 g=2.974 2/2 [==============================] - 0s 17ms/step >90, 75/693, d1=0.376, d2=0.177 g=2.748 2/2 [==============================] - 0s 17ms/step >90, 76/693, d1=0.088, d2=0.148 g=2.976 2/2 [==============================] - 0s 17ms/step >90, 77/693, d1=0.129, d2=0.277 g=3.666 2/2 [==============================] - 0s 16ms/step >90, 78/693, d1=0.236, d2=0.131 g=3.804 2/2 [==============================] - 0s 16ms/step >90, 79/693, d1=0.321, d2=0.160 g=3.521 2/2 [==============================] - 0s 17ms/step >90, 80/693, d1=0.334, d2=0.227 g=3.081 2/2 [==============================] - 0s 17ms/step >90, 81/693, d1=0.252, d2=0.243 g=2.924 2/2 [==============================] - 0s 18ms/step >90, 82/693, d1=0.258, d2=0.141 g=2.753 2/2 [==============================] - 0s 17ms/step >90, 83/693, d1=0.297, d2=0.253 g=3.000 2/2 [==============================] - 0s 17ms/step >90, 84/693, d1=0.265, d2=0.207 g=3.070 2/2 [==============================] - 0s 17ms/step >90, 85/693, d1=0.421, d2=0.166 g=2.787 2/2 [==============================] - 0s 17ms/step >90, 86/693, d1=0.241, d2=0.191 g=2.970 2/2 [==============================] - 0s 16ms/step >90, 87/693, d1=0.313, d2=0.266 g=2.929 2/2 [==============================] - 0s 16ms/step >90, 88/693, d1=0.254, d2=0.307 g=3.021 2/2 [==============================] - 0s 17ms/step >90, 89/693, d1=0.309, d2=0.227 g=3.346 2/2 [==============================] - 0s 17ms/step >90, 90/693, d1=0.366, d2=0.277 g=2.737 2/2 [==============================] - 0s 17ms/step >90, 91/693, d1=0.295, d2=0.254 g=3.116 2/2 [==============================] - 0s 16ms/step >90, 92/693, d1=0.313, d2=0.184 g=3.062 2/2 [==============================] - 0s 16ms/step >90, 93/693, d1=0.203, d2=0.128 g=2.972 2/2 [==============================] - 0s 16ms/step >90, 94/693, d1=0.268, d2=0.172 g=2.947 2/2 [==============================] - 0s 16ms/step >90, 95/693, d1=0.265, d2=0.136 g=3.223 2/2 [==============================] - 0s 17ms/step >90, 96/693, d1=0.230, d2=0.231 g=2.989 2/2 [==============================] - 0s 15ms/step >90, 97/693, d1=0.339, d2=0.166 g=2.805 2/2 [==============================] - 0s 17ms/step >90, 98/693, d1=0.344, d2=0.232 g=2.956 2/2 [==============================] - 0s 16ms/step >90, 99/693, d1=0.290, d2=0.194 g=2.879 2/2 [==============================] - 0s 17ms/step >90, 100/693, d1=0.348, d2=0.149 g=2.832 2/2 [==============================] - 0s 16ms/step >90, 101/693, d1=0.113, d2=0.231 g=3.013 2/2 [==============================] - 0s 16ms/step >90, 102/693, d1=0.225, d2=0.131 g=3.075 2/2 [==============================] - 0s 17ms/step >90, 103/693, d1=0.413, d2=0.233 g=3.091 2/2 [==============================] - 0s 16ms/step >90, 104/693, d1=0.216, d2=0.321 g=2.951 2/2 [==============================] - 0s 17ms/step >90, 105/693, d1=0.235, d2=0.122 g=3.172 2/2 [==============================] - 0s 16ms/step >90, 106/693, d1=0.290, d2=0.166 g=3.077 2/2 [==============================] - 0s 17ms/step >90, 107/693, d1=0.325, d2=0.229 g=3.303 2/2 [==============================] - 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0s 16ms/step >90, 119/693, d1=0.222, d2=0.316 g=3.175 2/2 [==============================] - 0s 16ms/step >90, 120/693, d1=0.366, d2=0.200 g=3.372 2/2 [==============================] - 0s 18ms/step >90, 121/693, d1=0.381, d2=0.211 g=2.910 2/2 [==============================] - 0s 17ms/step >90, 122/693, d1=0.200, d2=0.172 g=2.966 2/2 [==============================] - 0s 17ms/step >90, 123/693, d1=0.218, d2=0.232 g=3.193 2/2 [==============================] - 0s 17ms/step >90, 124/693, d1=0.457, d2=0.197 g=2.806 2/2 [==============================] - 0s 16ms/step >90, 125/693, d1=0.266, d2=0.270 g=2.801 2/2 [==============================] - 0s 16ms/step >90, 126/693, d1=0.226, d2=0.240 g=3.013 2/2 [==============================] - 0s 17ms/step >90, 127/693, d1=0.208, d2=0.176 g=2.797 2/2 [==============================] - 0s 17ms/step >90, 128/693, d1=0.310, d2=0.205 g=3.002 2/2 [==============================] - 0s 16ms/step >90, 129/693, d1=0.297, d2=0.180 g=3.032 2/2 [==============================] - 0s 16ms/step >90, 130/693, d1=0.280, d2=0.184 g=2.743 2/2 [==============================] - 0s 17ms/step >90, 131/693, d1=0.124, d2=0.233 g=3.058 2/2 [==============================] - 0s 16ms/step >90, 132/693, d1=0.398, d2=0.165 g=3.040 2/2 [==============================] - 0s 16ms/step >90, 133/693, d1=0.242, d2=0.247 g=2.761 2/2 [==============================] - 0s 16ms/step >90, 134/693, d1=0.400, d2=0.264 g=2.924 2/2 [==============================] - 0s 17ms/step >90, 135/693, d1=0.225, d2=0.155 g=2.821 2/2 [==============================] - 0s 17ms/step >90, 136/693, d1=0.321, d2=0.236 g=2.744 2/2 [==============================] - 0s 17ms/step >90, 137/693, d1=0.205, d2=0.210 g=3.052 2/2 [==============================] - 0s 16ms/step >90, 138/693, d1=0.330, d2=0.213 g=2.979 2/2 [==============================] - 0s 17ms/step >90, 139/693, d1=0.246, d2=0.179 g=3.028 2/2 [==============================] - 0s 16ms/step >90, 140/693, d1=0.225, d2=0.204 g=3.057 2/2 [==============================] - 0s 16ms/step >90, 141/693, d1=0.254, d2=0.163 g=3.256 2/2 [==============================] - 0s 17ms/step >90, 142/693, d1=0.198, d2=0.170 g=3.085 2/2 [==============================] - 0s 16ms/step >90, 143/693, d1=0.324, d2=0.171 g=2.906 2/2 [==============================] - 0s 17ms/step >90, 144/693, d1=0.238, d2=0.347 g=2.845 2/2 [==============================] - 0s 16ms/step >90, 145/693, d1=0.160, d2=0.129 g=3.345 2/2 [==============================] - 0s 17ms/step >90, 146/693, d1=0.358, d2=0.119 g=2.840 2/2 [==============================] - 0s 16ms/step >90, 147/693, d1=0.233, d2=0.265 g=3.028 2/2 [==============================] - 0s 17ms/step >90, 148/693, d1=0.241, d2=0.171 g=3.108 2/2 [==============================] - 0s 17ms/step >90, 149/693, d1=0.421, d2=0.193 g=2.757 2/2 [==============================] - 0s 16ms/step >90, 150/693, d1=0.118, d2=0.303 g=3.712 2/2 [==============================] - 0s 17ms/step >90, 151/693, d1=0.330, d2=0.163 g=3.163 2/2 [==============================] - 0s 17ms/step >90, 152/693, d1=0.407, d2=0.140 g=2.877 2/2 [==============================] - 0s 17ms/step >90, 153/693, d1=0.190, d2=0.279 g=3.055 2/2 [==============================] - 0s 16ms/step >90, 154/693, d1=0.146, d2=0.327 g=3.653 2/2 [==============================] - 0s 17ms/step >90, 155/693, d1=0.315, d2=0.109 g=3.428 2/2 [==============================] - 0s 16ms/step >90, 156/693, d1=0.496, d2=0.255 g=2.819 2/2 [==============================] - 0s 16ms/step >90, 157/693, d1=0.259, d2=0.329 g=2.873 2/2 [==============================] - 0s 16ms/step >90, 158/693, d1=0.369, d2=0.165 g=2.919 2/2 [==============================] - 0s 17ms/step >90, 159/693, d1=0.260, d2=0.176 g=3.147 2/2 [==============================] - 0s 16ms/step >90, 160/693, d1=0.339, d2=0.177 g=2.905 2/2 [==============================] - 0s 17ms/step >90, 161/693, d1=0.262, d2=0.238 g=3.094 2/2 [==============================] - 0s 16ms/step >90, 162/693, d1=0.193, d2=0.126 g=3.335 2/2 [==============================] - 0s 17ms/step >90, 163/693, d1=0.295, d2=0.152 g=3.095 2/2 [==============================] - 0s 16ms/step >90, 164/693, d1=0.445, d2=0.352 g=2.828 2/2 [==============================] - 0s 17ms/step >90, 165/693, d1=0.245, d2=0.208 g=3.001 2/2 [==============================] - 0s 18ms/step >90, 166/693, d1=0.153, d2=0.150 g=3.324 2/2 [==============================] - 0s 17ms/step >90, 167/693, d1=0.262, d2=0.223 g=3.196 2/2 [==============================] - 0s 16ms/step >90, 168/693, d1=0.395, d2=0.227 g=3.084 2/2 [==============================] - 0s 16ms/step >90, 169/693, d1=0.304, d2=0.302 g=3.279 2/2 [==============================] - 0s 17ms/step >90, 170/693, d1=0.305, d2=0.138 g=3.285 2/2 [==============================] - 0s 16ms/step >90, 171/693, d1=0.317, d2=0.327 g=3.237 2/2 [==============================] - 0s 17ms/step >90, 172/693, d1=0.299, d2=0.211 g=3.315 2/2 [==============================] - 0s 16ms/step >90, 173/693, d1=0.393, d2=0.184 g=3.198 2/2 [==============================] - 0s 15ms/step >90, 174/693, d1=0.458, d2=0.213 g=2.857 2/2 [==============================] - 0s 16ms/step >90, 175/693, d1=0.187, d2=0.206 g=2.533 2/2 [==============================] - 0s 16ms/step >90, 176/693, d1=0.179, d2=0.143 g=2.888 2/2 [==============================] - 0s 16ms/step >90, 177/693, d1=0.280, d2=0.234 g=2.982 2/2 [==============================] - 0s 16ms/step >90, 178/693, d1=0.325, d2=0.204 g=3.017 2/2 [==============================] - 0s 17ms/step >90, 179/693, d1=0.199, d2=0.206 g=3.316 2/2 [==============================] - 0s 16ms/step >90, 180/693, d1=0.257, d2=0.290 g=3.023 2/2 [==============================] - 0s 17ms/step >90, 181/693, d1=0.380, d2=0.193 g=3.059 2/2 [==============================] - 0s 16ms/step >90, 182/693, d1=0.369, d2=0.174 g=2.716 2/2 [==============================] - 0s 16ms/step >90, 183/693, d1=0.200, d2=0.181 g=2.801 2/2 [==============================] - 0s 16ms/step >90, 184/693, d1=0.219, d2=0.150 g=2.446 2/2 [==============================] - 0s 17ms/step >90, 185/693, d1=0.108, d2=0.175 g=3.088 2/2 [==============================] - 0s 16ms/step >90, 186/693, d1=0.294, d2=0.129 g=2.832 2/2 [==============================] - 0s 16ms/step >90, 187/693, d1=0.235, d2=0.174 g=2.584 2/2 [==============================] - 0s 17ms/step >90, 188/693, d1=0.127, d2=0.221 g=2.832 2/2 [==============================] - 0s 18ms/step >90, 189/693, d1=0.161, d2=0.168 g=3.006 2/2 [==============================] - 0s 15ms/step >90, 190/693, d1=0.316, d2=0.260 g=2.984 2/2 [==============================] - 0s 17ms/step >90, 191/693, d1=0.396, d2=0.191 g=2.958 2/2 [==============================] - 0s 17ms/step >90, 192/693, d1=0.415, d2=0.217 g=2.627 2/2 [==============================] - 0s 16ms/step >90, 193/693, d1=0.196, d2=0.350 g=2.937 2/2 [==============================] - 0s 17ms/step >90, 194/693, d1=0.285, d2=0.235 g=2.913 2/2 [==============================] - 0s 17ms/step >90, 195/693, d1=0.235, d2=0.167 g=3.081 2/2 [==============================] - 0s 16ms/step >90, 196/693, d1=0.264, d2=0.125 g=3.032 2/2 [==============================] - 0s 17ms/step >90, 197/693, d1=0.361, d2=0.275 g=2.739 2/2 [==============================] - 0s 17ms/step >90, 198/693, d1=0.394, d2=0.260 g=2.936 2/2 [==============================] - 0s 17ms/step >90, 199/693, d1=0.284, d2=0.185 g=3.044 2/2 [==============================] - 0s 16ms/step >90, 200/693, d1=0.385, d2=0.206 g=2.821 2/2 [==============================] - 0s 17ms/step >90, 201/693, d1=0.269, d2=0.270 g=2.756 2/2 [==============================] - 0s 16ms/step >90, 202/693, d1=0.306, d2=0.344 g=3.044 2/2 [==============================] - 0s 16ms/step >90, 203/693, d1=0.280, d2=0.206 g=3.144 2/2 [==============================] - 0s 16ms/step >90, 204/693, d1=0.408, d2=0.250 g=2.981 2/2 [==============================] - 0s 16ms/step >90, 205/693, d1=0.438, d2=0.218 g=2.818 2/2 [==============================] - 0s 17ms/step >90, 206/693, d1=0.298, d2=0.171 g=2.547 2/2 [==============================] - 0s 17ms/step >90, 207/693, d1=0.229, d2=0.129 g=2.861 2/2 [==============================] - 0s 17ms/step >90, 208/693, d1=0.176, d2=0.256 g=2.853 2/2 [==============================] - 0s 17ms/step >90, 209/693, d1=0.214, d2=0.136 g=3.174 2/2 [==============================] - 0s 16ms/step >90, 210/693, d1=0.266, d2=0.221 g=2.885 2/2 [==============================] - 0s 16ms/step >90, 211/693, d1=0.240, d2=0.184 g=3.244 2/2 [==============================] - 0s 17ms/step >90, 212/693, d1=0.205, d2=0.188 g=3.341 2/2 [==============================] - 0s 17ms/step >90, 213/693, d1=0.434, d2=0.187 g=3.114 2/2 [==============================] - 0s 16ms/step >90, 214/693, d1=0.244, d2=0.182 g=2.963 2/2 [==============================] - 0s 17ms/step >90, 215/693, d1=0.231, d2=0.189 g=2.861 2/2 [==============================] - 0s 17ms/step >90, 216/693, d1=0.202, d2=0.203 g=2.996 2/2 [==============================] - 0s 17ms/step >90, 217/693, d1=0.174, d2=0.151 g=3.198 2/2 [==============================] - 0s 16ms/step >90, 218/693, d1=0.224, d2=0.174 g=3.363 2/2 [==============================] - 0s 16ms/step >90, 219/693, d1=0.257, d2=0.223 g=3.175 2/2 [==============================] - 0s 17ms/step >90, 220/693, d1=0.364, d2=0.183 g=3.153 2/2 [==============================] - 0s 16ms/step >90, 221/693, d1=0.338, d2=0.382 g=2.957 2/2 [==============================] - 0s 17ms/step >90, 222/693, d1=0.274, d2=0.274 g=2.975 2/2 [==============================] - 0s 16ms/step >90, 223/693, d1=0.329, d2=0.135 g=3.268 2/2 [==============================] - 0s 17ms/step >90, 224/693, d1=0.284, d2=0.149 g=3.137 2/2 [==============================] - 0s 17ms/step >90, 225/693, d1=0.276, d2=0.258 g=3.375 2/2 [==============================] - 0s 17ms/step >90, 226/693, d1=0.195, d2=0.123 g=3.091 2/2 [==============================] - 0s 16ms/step >90, 227/693, d1=0.036, d2=0.243 g=3.880 2/2 [==============================] - 0s 17ms/step >90, 228/693, d1=0.451, d2=0.132 g=3.306 2/2 [==============================] - 0s 16ms/step >90, 229/693, d1=0.449, d2=0.147 g=2.274 2/2 [==============================] - 0s 15ms/step >90, 230/693, d1=0.219, d2=0.324 g=2.882 2/2 [==============================] - 0s 16ms/step >90, 231/693, d1=0.299, d2=0.183 g=2.965 2/2 [==============================] - 0s 18ms/step >90, 232/693, d1=0.148, d2=0.174 g=3.431 2/2 [==============================] - 0s 18ms/step >90, 233/693, d1=0.526, d2=0.237 g=2.681 2/2 [==============================] - 0s 17ms/step >90, 234/693, d1=0.233, d2=0.221 g=2.696 2/2 [==============================] - 0s 17ms/step >90, 235/693, d1=0.229, d2=0.196 g=2.972 2/2 [==============================] - 0s 16ms/step >90, 236/693, d1=0.264, d2=0.458 g=3.222 2/2 [==============================] - 0s 17ms/step >90, 237/693, d1=0.418, d2=0.141 g=2.800 2/2 [==============================] - 0s 17ms/step >90, 238/693, d1=0.356, d2=0.199 g=3.011 2/2 [==============================] - 0s 17ms/step >90, 239/693, d1=0.407, d2=0.207 g=2.997 2/2 [==============================] - 0s 17ms/step >90, 240/693, d1=0.376, d2=0.296 g=3.007 2/2 [==============================] - 0s 18ms/step >90, 241/693, d1=0.220, d2=0.234 g=2.976 2/2 [==============================] - 0s 16ms/step >90, 242/693, d1=0.304, d2=0.270 g=3.402 2/2 [==============================] - 0s 16ms/step >90, 243/693, d1=0.367, d2=0.167 g=3.255 2/2 [==============================] - 0s 17ms/step >90, 244/693, d1=0.303, d2=0.162 g=2.908 2/2 [==============================] - 0s 16ms/step >90, 245/693, d1=0.207, d2=0.223 g=3.162 2/2 [==============================] - 0s 16ms/step >90, 246/693, d1=0.302, d2=0.243 g=3.018 2/2 [==============================] - 0s 19ms/step >90, 247/693, d1=0.213, d2=0.157 g=3.202 2/2 [==============================] - 0s 17ms/step >90, 248/693, d1=0.187, d2=0.102 g=3.362 2/2 [==============================] - 0s 17ms/step >90, 249/693, d1=0.347, d2=0.149 g=3.163 2/2 [==============================] - 0s 17ms/step >90, 250/693, d1=0.357, d2=0.209 g=2.829 2/2 [==============================] - 0s 17ms/step >90, 251/693, d1=0.349, d2=0.291 g=2.820 2/2 [==============================] - 0s 18ms/step >90, 252/693, d1=0.319, d2=0.237 g=3.198 2/2 [==============================] - 0s 17ms/step >90, 253/693, d1=0.250, d2=0.165 g=2.840 2/2 [==============================] - 0s 16ms/step >90, 254/693, d1=0.171, d2=0.143 g=2.989 2/2 [==============================] - 0s 17ms/step >90, 255/693, d1=0.311, d2=0.221 g=2.862 2/2 [==============================] - 0s 16ms/step >90, 256/693, d1=0.159, d2=0.215 g=3.243 2/2 [==============================] - 0s 16ms/step >90, 257/693, d1=0.299, d2=0.157 g=2.842 2/2 [==============================] - 0s 17ms/step >90, 258/693, d1=0.545, d2=0.376 g=2.830 2/2 [==============================] - 0s 17ms/step >90, 259/693, d1=0.285, d2=0.149 g=2.688 2/2 [==============================] - 0s 16ms/step >90, 260/693, d1=0.250, d2=0.185 g=2.769 2/2 [==============================] - 0s 17ms/step >90, 261/693, d1=0.198, d2=0.346 g=3.350 2/2 [==============================] - 0s 16ms/step >90, 262/693, d1=0.313, d2=0.125 g=2.822 2/2 [==============================] - 0s 17ms/step >90, 263/693, d1=0.197, d2=0.249 g=3.166 2/2 [==============================] - 0s 17ms/step >90, 264/693, d1=0.315, d2=0.160 g=3.009 2/2 [==============================] - 0s 16ms/step >90, 265/693, d1=0.169, d2=0.197 g=2.793 2/2 [==============================] - 0s 16ms/step >90, 266/693, d1=0.116, d2=0.207 g=3.247 2/2 [==============================] - 0s 17ms/step >90, 267/693, d1=0.241, d2=0.122 g=3.419 2/2 [==============================] - 0s 17ms/step >90, 268/693, d1=0.370, d2=0.221 g=3.040 2/2 [==============================] - 0s 17ms/step >90, 269/693, d1=0.306, d2=0.243 g=2.945 2/2 [==============================] - 0s 17ms/step >90, 270/693, d1=0.225, d2=0.169 g=3.051 2/2 [==============================] - 0s 17ms/step >90, 271/693, d1=0.180, d2=0.229 g=3.729 2/2 [==============================] - 0s 16ms/step >90, 272/693, d1=0.371, d2=0.218 g=3.098 2/2 [==============================] - 0s 16ms/step >90, 273/693, d1=0.325, d2=0.132 g=3.069 2/2 [==============================] - 0s 17ms/step >90, 274/693, d1=0.290, d2=0.228 g=3.109 2/2 [==============================] - 0s 17ms/step >90, 275/693, d1=0.230, d2=0.275 g=3.096 2/2 [==============================] - 0s 15ms/step >90, 276/693, d1=0.304, d2=0.181 g=2.670 2/2 [==============================] - 0s 17ms/step >90, 277/693, d1=0.225, d2=0.185 g=2.947 2/2 [==============================] - 0s 17ms/step >90, 278/693, d1=0.313, d2=0.211 g=2.969 2/2 [==============================] - 0s 17ms/step >90, 279/693, d1=0.146, d2=0.144 g=3.164 2/2 [==============================] - 0s 17ms/step >90, 280/693, d1=0.320, d2=0.214 g=3.301 2/2 [==============================] - 0s 17ms/step >90, 281/693, d1=0.320, d2=0.163 g=3.357 2/2 [==============================] - 0s 16ms/step >90, 282/693, d1=0.265, d2=0.258 g=3.165 2/2 [==============================] - 0s 16ms/step >90, 283/693, d1=0.232, d2=0.118 g=3.188 2/2 [==============================] - 0s 16ms/step >90, 284/693, d1=0.356, d2=0.244 g=3.025 2/2 [==============================] - 0s 16ms/step >90, 285/693, d1=0.205, d2=0.216 g=2.970 2/2 [==============================] - 0s 17ms/step >90, 286/693, d1=0.117, d2=0.189 g=3.043 2/2 [==============================] - 0s 17ms/step >90, 287/693, d1=0.419, d2=0.257 g=3.136 2/2 [==============================] - 0s 16ms/step >90, 288/693, d1=0.332, d2=0.179 g=2.922 2/2 [==============================] - 0s 17ms/step >90, 289/693, d1=0.253, d2=0.278 g=2.933 2/2 [==============================] - 0s 16ms/step >90, 290/693, d1=0.246, d2=0.192 g=2.900 2/2 [==============================] - 0s 18ms/step >90, 291/693, d1=0.309, d2=0.169 g=3.028 2/2 [==============================] - 0s 18ms/step >90, 292/693, d1=0.178, d2=0.280 g=2.971 2/2 [==============================] - 0s 17ms/step >90, 293/693, d1=0.345, d2=0.194 g=2.992 2/2 [==============================] - 0s 16ms/step >90, 294/693, d1=0.280, d2=0.157 g=2.699 2/2 [==============================] - 0s 17ms/step >90, 295/693, d1=0.305, d2=0.363 g=3.143 2/2 [==============================] - 0s 17ms/step >90, 296/693, d1=0.244, d2=0.134 g=2.929 2/2 [==============================] - 0s 17ms/step >90, 297/693, d1=0.309, d2=0.286 g=2.865 2/2 [==============================] - 0s 16ms/step >90, 298/693, d1=0.433, d2=0.270 g=2.947 2/2 [==============================] - 0s 16ms/step >90, 299/693, d1=0.333, d2=0.149 g=2.779 2/2 [==============================] - 0s 16ms/step >90, 300/693, d1=0.277, d2=0.254 g=2.773 2/2 [==============================] - 0s 17ms/step >90, 301/693, d1=0.305, d2=0.282 g=2.913 2/2 [==============================] - 0s 17ms/step >90, 302/693, d1=0.142, d2=0.127 g=2.900 2/2 [==============================] - 0s 16ms/step >90, 303/693, d1=0.429, d2=0.263 g=2.822 2/2 [==============================] - 0s 15ms/step >90, 304/693, d1=0.388, d2=0.252 g=2.802 2/2 [==============================] - 0s 17ms/step >90, 305/693, d1=0.256, d2=0.338 g=2.967 2/2 [==============================] - 0s 16ms/step >90, 306/693, d1=0.285, d2=0.232 g=3.127 2/2 [==============================] - 0s 18ms/step >90, 307/693, d1=0.433, d2=0.143 g=2.762 2/2 [==============================] - 0s 17ms/step >90, 308/693, d1=0.157, d2=0.299 g=3.077 2/2 [==============================] - 0s 16ms/step >90, 309/693, d1=0.277, d2=0.216 g=2.762 2/2 [==============================] - 0s 17ms/step >90, 310/693, d1=0.296, d2=0.192 g=2.841 2/2 [==============================] - 0s 16ms/step >90, 311/693, d1=0.390, d2=0.324 g=2.759 2/2 [==============================] - 0s 16ms/step >90, 312/693, d1=0.217, d2=0.179 g=2.982 2/2 [==============================] - 0s 16ms/step >90, 313/693, d1=0.152, d2=0.199 g=3.079 2/2 [==============================] - 0s 16ms/step >90, 314/693, d1=0.265, d2=0.172 g=3.435 2/2 [==============================] - 0s 17ms/step >90, 315/693, d1=0.282, d2=0.185 g=3.372 2/2 [==============================] - 0s 16ms/step >90, 316/693, d1=0.329, d2=0.149 g=2.806 2/2 [==============================] - 0s 16ms/step >90, 317/693, d1=0.191, d2=0.192 g=3.006 2/2 [==============================] - 0s 15ms/step >90, 318/693, d1=0.300, d2=0.189 g=2.690 2/2 [==============================] - 0s 16ms/step >90, 319/693, d1=0.403, d2=0.329 g=2.554 2/2 [==============================] - 0s 17ms/step >90, 320/693, d1=0.187, d2=0.195 g=3.019 2/2 [==============================] - 0s 16ms/step >90, 321/693, d1=0.521, d2=0.324 g=2.609 2/2 [==============================] - 0s 16ms/step >90, 322/693, d1=0.234, d2=0.165 g=2.582 2/2 [==============================] - 0s 16ms/step >90, 323/693, d1=0.252, d2=0.179 g=2.832 2/2 [==============================] - 0s 16ms/step >90, 324/693, d1=0.216, d2=0.163 g=2.840 2/2 [==============================] - 0s 16ms/step >90, 325/693, d1=0.197, d2=0.295 g=3.246 2/2 [==============================] - 0s 16ms/step >90, 326/693, d1=0.285, d2=0.275 g=3.189 2/2 [==============================] - 0s 16ms/step >90, 327/693, d1=0.211, d2=0.166 g=3.313 2/2 [==============================] - 0s 17ms/step >90, 328/693, d1=0.436, d2=0.216 g=2.691 2/2 [==============================] - 0s 16ms/step >90, 329/693, d1=0.229, d2=0.288 g=2.944 2/2 [==============================] - 0s 16ms/step >90, 330/693, d1=0.342, d2=0.203 g=3.106 2/2 [==============================] - 0s 17ms/step >90, 331/693, d1=0.219, d2=0.217 g=3.470 2/2 [==============================] - 0s 17ms/step >90, 332/693, d1=0.395, d2=0.147 g=3.100 2/2 [==============================] - 0s 16ms/step >90, 333/693, d1=0.267, d2=0.172 g=3.119 2/2 [==============================] - 0s 16ms/step >90, 334/693, d1=0.374, d2=0.237 g=2.791 2/2 [==============================] - 0s 16ms/step >90, 335/693, d1=0.264, d2=0.200 g=3.069 2/2 [==============================] - 0s 17ms/step >90, 336/693, d1=0.171, d2=0.224 g=3.497 2/2 [==============================] - 0s 17ms/step >90, 337/693, d1=0.291, d2=0.199 g=3.340 2/2 [==============================] - 0s 17ms/step >90, 338/693, d1=0.409, d2=0.255 g=2.871 2/2 [==============================] - 0s 16ms/step >90, 339/693, d1=0.254, d2=0.303 g=3.043 2/2 [==============================] - 0s 15ms/step >90, 340/693, d1=0.333, d2=0.155 g=3.211 2/2 [==============================] - 0s 16ms/step >90, 341/693, d1=0.267, d2=0.202 g=3.054 2/2 [==============================] - 0s 16ms/step >90, 342/693, d1=0.173, d2=0.138 g=3.074 2/2 [==============================] - 0s 16ms/step >90, 343/693, d1=0.348, d2=0.294 g=3.383 2/2 [==============================] - 0s 17ms/step >90, 344/693, d1=0.316, d2=0.161 g=2.911 2/2 [==============================] - 0s 17ms/step >90, 345/693, d1=0.162, d2=0.143 g=2.938 2/2 [==============================] - 0s 16ms/step >90, 346/693, d1=0.351, d2=0.438 g=3.009 2/2 [==============================] - 0s 16ms/step >90, 347/693, d1=0.192, d2=0.191 g=3.024 2/2 [==============================] - 0s 16ms/step >90, 348/693, d1=0.233, d2=0.117 g=3.343 2/2 [==============================] - 0s 16ms/step >90, 349/693, d1=0.398, d2=0.178 g=3.044 2/2 [==============================] - 0s 16ms/step >90, 350/693, d1=0.302, d2=0.281 g=2.967 2/2 [==============================] - 0s 16ms/step >90, 351/693, d1=0.288, d2=0.283 g=3.168 2/2 [==============================] - 0s 17ms/step >90, 352/693, d1=0.410, d2=0.183 g=3.032 2/2 [==============================] - 0s 17ms/step >90, 353/693, d1=0.291, d2=0.267 g=2.608 2/2 [==============================] - 0s 15ms/step >90, 354/693, d1=0.169, d2=0.220 g=3.139 2/2 [==============================] - 0s 16ms/step >90, 355/693, d1=0.151, d2=0.089 g=3.446 2/2 [==============================] - 0s 17ms/step >90, 356/693, d1=0.312, d2=0.206 g=3.275 2/2 [==============================] - 0s 17ms/step >90, 357/693, d1=0.555, d2=0.231 g=2.787 2/2 [==============================] - 0s 16ms/step >90, 358/693, d1=0.379, d2=0.266 g=2.589 2/2 [==============================] - 0s 17ms/step >90, 359/693, d1=0.442, d2=0.353 g=2.577 2/2 [==============================] - 0s 16ms/step >90, 360/693, d1=0.112, d2=0.142 g=3.027 2/2 [==============================] - 0s 16ms/step >90, 361/693, d1=0.289, d2=0.171 g=2.918 2/2 [==============================] - 0s 16ms/step >90, 362/693, d1=0.284, d2=0.230 g=2.829 2/2 [==============================] - 0s 16ms/step >90, 363/693, d1=0.299, d2=0.165 g=2.940 2/2 [==============================] - 0s 17ms/step >90, 364/693, d1=0.165, d2=0.313 g=3.009 2/2 [==============================] - 0s 16ms/step >90, 365/693, d1=0.293, d2=0.138 g=3.057 2/2 [==============================] - 0s 16ms/step >90, 366/693, d1=0.350, d2=0.157 g=3.262 2/2 [==============================] - 0s 17ms/step >90, 367/693, d1=0.089, d2=0.184 g=3.175 2/2 [==============================] - 0s 17ms/step >90, 368/693, d1=0.319, d2=0.177 g=2.997 2/2 [==============================] - 0s 16ms/step >90, 369/693, d1=0.252, d2=0.194 g=2.940 2/2 [==============================] - 0s 16ms/step >90, 370/693, d1=0.377, d2=0.179 g=3.054 2/2 [==============================] - 0s 17ms/step >90, 371/693, d1=0.240, d2=0.218 g=3.040 2/2 [==============================] - 0s 16ms/step >90, 372/693, d1=0.320, d2=0.162 g=3.010 2/2 [==============================] - 0s 17ms/step >90, 373/693, d1=0.160, d2=0.147 g=2.795 2/2 [==============================] - 0s 16ms/step >90, 374/693, d1=0.168, d2=0.250 g=3.237 2/2 [==============================] - 0s 17ms/step >90, 375/693, d1=0.284, d2=0.094 g=2.766 2/2 [==============================] - 0s 17ms/step >90, 376/693, d1=0.336, d2=0.229 g=2.489 2/2 [==============================] - 0s 16ms/step >90, 377/693, d1=0.177, d2=0.206 g=3.069 2/2 [==============================] - 0s 16ms/step >90, 378/693, d1=0.238, d2=0.169 g=3.337 2/2 [==============================] - 0s 16ms/step >90, 379/693, d1=0.160, d2=0.207 g=3.323 2/2 [==============================] - 0s 17ms/step >90, 380/693, d1=0.220, d2=0.138 g=2.936 2/2 [==============================] - 0s 16ms/step >90, 381/693, d1=0.262, d2=0.172 g=3.383 2/2 [==============================] - 0s 16ms/step >90, 382/693, d1=0.190, d2=0.135 g=2.862 2/2 [==============================] - 0s 17ms/step >90, 383/693, d1=0.320, d2=0.395 g=3.186 2/2 [==============================] - 0s 16ms/step >90, 384/693, d1=0.201, d2=0.182 g=3.071 2/2 [==============================] - 0s 16ms/step >90, 385/693, d1=0.476, d2=0.164 g=2.620 2/2 [==============================] - 0s 17ms/step >90, 386/693, d1=0.338, d2=0.326 g=2.471 2/2 [==============================] - 0s 18ms/step >90, 387/693, d1=0.174, d2=0.306 g=3.236 2/2 [==============================] - 0s 17ms/step >90, 388/693, d1=0.312, d2=0.182 g=3.357 2/2 [==============================] - 0s 16ms/step >90, 389/693, d1=0.358, d2=0.221 g=3.163 2/2 [==============================] - 0s 18ms/step >90, 390/693, d1=0.326, d2=0.174 g=2.920 2/2 [==============================] - 0s 17ms/step >90, 391/693, d1=0.361, d2=0.185 g=2.928 2/2 [==============================] - 0s 16ms/step >90, 392/693, d1=0.310, d2=0.325 g=2.978 2/2 [==============================] - 0s 17ms/step >90, 393/693, d1=0.235, d2=0.132 g=2.587 2/2 [==============================] - 0s 17ms/step >90, 394/693, d1=0.198, d2=0.157 g=2.874 2/2 [==============================] - 0s 17ms/step >90, 395/693, d1=0.157, d2=0.269 g=3.254 2/2 [==============================] - 0s 16ms/step >90, 396/693, d1=0.184, d2=0.129 g=3.378 2/2 [==============================] - 0s 17ms/step >90, 397/693, d1=0.381, d2=0.173 g=3.021 2/2 [==============================] - 0s 17ms/step >90, 398/693, d1=0.416, d2=0.199 g=2.474 2/2 [==============================] - 0s 17ms/step >90, 399/693, d1=0.210, d2=0.380 g=2.838 2/2 [==============================] - 0s 17ms/step >90, 400/693, d1=0.163, d2=0.151 g=2.983 2/2 [==============================] - 0s 17ms/step >90, 401/693, d1=0.293, d2=0.237 g=3.000 2/2 [==============================] - 0s 17ms/step >90, 402/693, d1=0.330, d2=0.183 g=3.100 2/2 [==============================] - 0s 17ms/step >90, 403/693, d1=0.272, d2=0.145 g=2.940 2/2 [==============================] - 0s 17ms/step >90, 404/693, d1=0.353, d2=0.194 g=2.689 2/2 [==============================] - 0s 16ms/step >90, 405/693, d1=0.192, d2=0.326 g=3.348 2/2 [==============================] - 0s 17ms/step >90, 406/693, d1=0.228, d2=0.126 g=3.043 2/2 [==============================] - 0s 16ms/step >90, 407/693, d1=0.202, d2=0.144 g=3.090 2/2 [==============================] - 0s 17ms/step >90, 408/693, d1=0.279, d2=0.201 g=2.994 2/2 [==============================] - 0s 17ms/step >90, 409/693, d1=0.346, d2=0.236 g=3.096 2/2 [==============================] - 0s 17ms/step >90, 410/693, d1=0.273, d2=0.173 g=2.749 2/2 [==============================] - 0s 17ms/step >90, 411/693, d1=0.286, d2=0.189 g=3.078 2/2 [==============================] - 0s 17ms/step >90, 412/693, d1=0.260, d2=0.246 g=3.000 2/2 [==============================] - 0s 17ms/step >90, 413/693, d1=0.225, d2=0.322 g=3.427 2/2 [==============================] - 0s 16ms/step >90, 414/693, d1=0.365, d2=0.202 g=3.111 2/2 [==============================] - 0s 16ms/step >90, 415/693, d1=0.314, d2=0.158 g=2.752 2/2 [==============================] - 0s 17ms/step >90, 416/693, d1=0.240, d2=0.350 g=2.851 2/2 [==============================] - 0s 17ms/step >90, 417/693, d1=0.247, d2=0.142 g=2.995 2/2 [==============================] - 0s 16ms/step >90, 418/693, d1=0.279, d2=0.204 g=3.317 2/2 [==============================] - 0s 16ms/step >90, 419/693, d1=0.314, d2=0.173 g=2.933 2/2 [==============================] - 0s 17ms/step >90, 420/693, d1=0.266, d2=0.226 g=3.269 2/2 [==============================] - 0s 17ms/step >90, 421/693, d1=0.307, d2=0.150 g=3.030 2/2 [==============================] - 0s 17ms/step >90, 422/693, d1=0.268, d2=0.208 g=2.713 2/2 [==============================] - 0s 17ms/step >90, 423/693, d1=0.112, d2=0.144 g=3.288 2/2 [==============================] - 0s 17ms/step >90, 424/693, d1=0.286, d2=0.171 g=3.197 2/2 [==============================] - 0s 15ms/step >90, 425/693, d1=0.278, d2=0.147 g=2.790 2/2 [==============================] - 0s 17ms/step >90, 426/693, d1=0.132, d2=0.154 g=2.728 2/2 [==============================] - 0s 16ms/step >90, 427/693, d1=0.378, d2=0.237 g=2.678 2/2 [==============================] - 0s 16ms/step >90, 428/693, d1=0.353, d2=0.246 g=2.641 2/2 [==============================] - 0s 17ms/step >90, 429/693, d1=0.255, d2=0.167 g=3.687 2/2 [==============================] - 0s 18ms/step >90, 430/693, d1=0.261, d2=0.116 g=3.042 2/2 [==============================] - 0s 16ms/step >90, 431/693, d1=0.317, d2=0.234 g=3.086 2/2 [==============================] - 0s 16ms/step >90, 432/693, d1=0.380, d2=0.188 g=2.734 2/2 [==============================] - 0s 16ms/step >90, 433/693, d1=0.115, d2=0.259 g=3.244 2/2 [==============================] - 0s 18ms/step >90, 434/693, d1=0.159, d2=0.205 g=3.691 2/2 [==============================] - 0s 16ms/step >90, 435/693, d1=0.454, d2=0.100 g=2.894 2/2 [==============================] - 0s 17ms/step >90, 436/693, d1=0.242, d2=0.336 g=3.008 2/2 [==============================] - 0s 16ms/step >90, 437/693, d1=0.204, d2=0.125 g=3.183 2/2 [==============================] - 0s 18ms/step >90, 438/693, d1=0.376, d2=0.311 g=2.697 2/2 [==============================] - 0s 18ms/step >90, 439/693, d1=0.185, d2=0.202 g=3.167 2/2 [==============================] - 0s 17ms/step >90, 440/693, d1=0.286, d2=0.231 g=2.922 2/2 [==============================] - 0s 16ms/step >90, 441/693, d1=0.265, d2=0.241 g=3.014 2/2 [==============================] - 0s 17ms/step >90, 442/693, d1=0.247, d2=0.212 g=3.347 2/2 [==============================] - 0s 17ms/step >90, 443/693, d1=0.344, d2=0.172 g=3.120 2/2 [==============================] - 0s 17ms/step >90, 444/693, d1=0.454, d2=0.267 g=2.697 2/2 [==============================] - 0s 17ms/step >90, 445/693, d1=0.191, d2=0.273 g=2.870 2/2 [==============================] - 0s 17ms/step >90, 446/693, d1=0.308, d2=0.198 g=3.057 2/2 [==============================] - 0s 16ms/step >90, 447/693, d1=0.396, d2=0.113 g=2.643 2/2 [==============================] - 0s 17ms/step >90, 448/693, d1=0.151, d2=0.349 g=3.002 2/2 [==============================] - 0s 18ms/step >90, 449/693, d1=0.359, d2=0.177 g=2.886 2/2 [==============================] - 0s 17ms/step >90, 450/693, d1=0.347, d2=0.236 g=2.976 2/2 [==============================] - 0s 17ms/step >90, 451/693, d1=0.299, d2=0.241 g=2.771 2/2 [==============================] - 0s 16ms/step >90, 452/693, d1=0.233, d2=0.141 g=3.065 2/2 [==============================] - 0s 17ms/step >90, 453/693, d1=0.449, d2=0.204 g=2.426 2/2 [==============================] - 0s 16ms/step >90, 454/693, d1=0.224, d2=0.304 g=2.761 2/2 [==============================] - 0s 18ms/step >90, 455/693, d1=0.272, d2=0.128 g=2.865 2/2 [==============================] - 0s 16ms/step >90, 456/693, d1=0.153, d2=0.259 g=3.235 2/2 [==============================] - 0s 16ms/step >90, 457/693, d1=0.299, d2=0.204 g=3.223 2/2 [==============================] - 0s 16ms/step >90, 458/693, d1=0.250, d2=0.172 g=3.116 2/2 [==============================] - 0s 16ms/step >90, 459/693, d1=0.235, d2=0.197 g=3.028 2/2 [==============================] - 0s 16ms/step >90, 460/693, d1=0.298, d2=0.128 g=2.796 2/2 [==============================] - 0s 16ms/step >90, 461/693, d1=0.239, d2=0.301 g=2.824 2/2 [==============================] - 0s 18ms/step >90, 462/693, d1=0.394, d2=0.189 g=2.668 2/2 [==============================] - 0s 16ms/step >90, 463/693, d1=0.204, d2=0.243 g=3.140 2/2 [==============================] - 0s 16ms/step >90, 464/693, d1=0.353, d2=0.283 g=2.978 2/2 [==============================] - 0s 16ms/step >90, 465/693, d1=0.272, d2=0.176 g=2.907 2/2 [==============================] - 0s 16ms/step >90, 466/693, d1=0.337, d2=0.269 g=2.822 2/2 [==============================] - 0s 17ms/step >90, 467/693, d1=0.283, d2=0.228 g=2.980 2/2 [==============================] - 0s 16ms/step >90, 468/693, d1=0.323, d2=0.318 g=3.217 2/2 [==============================] - 0s 17ms/step >90, 469/693, d1=0.243, d2=0.154 g=3.241 2/2 [==============================] - 0s 16ms/step >90, 470/693, d1=0.362, d2=0.161 g=2.822 2/2 [==============================] - 0s 17ms/step >90, 471/693, d1=0.196, d2=0.214 g=2.937 2/2 [==============================] - 0s 16ms/step >90, 472/693, d1=0.202, d2=0.190 g=3.122 2/2 [==============================] - 0s 17ms/step >90, 473/693, d1=0.244, d2=0.175 g=2.996 2/2 [==============================] - 0s 17ms/step >90, 474/693, d1=0.212, d2=0.218 g=3.030 2/2 [==============================] - 0s 16ms/step >90, 475/693, d1=0.147, d2=0.130 g=3.342 2/2 [==============================] - 0s 17ms/step >90, 476/693, d1=0.249, d2=0.155 g=2.971 2/2 [==============================] - 0s 17ms/step >90, 477/693, d1=0.193, d2=0.182 g=3.101 2/2 [==============================] - 0s 16ms/step >90, 478/693, d1=0.355, d2=0.179 g=2.859 2/2 [==============================] - 0s 16ms/step >90, 479/693, d1=0.220, d2=0.206 g=2.909 2/2 [==============================] - 0s 17ms/step >90, 480/693, d1=0.368, d2=0.242 g=2.739 2/2 [==============================] - 0s 17ms/step >90, 481/693, d1=0.359, d2=0.377 g=2.904 2/2 [==============================] - 0s 16ms/step >90, 482/693, d1=0.407, d2=0.124 g=2.736 2/2 [==============================] - 0s 16ms/step >90, 483/693, d1=0.154, d2=0.302 g=2.990 2/2 [==============================] - 0s 16ms/step >90, 484/693, d1=0.253, d2=0.165 g=3.360 2/2 [==============================] - 0s 17ms/step >90, 485/693, d1=0.293, d2=0.211 g=2.990 2/2 [==============================] - 0s 16ms/step >90, 486/693, d1=0.340, d2=0.224 g=2.754 2/2 [==============================] - 0s 17ms/step >90, 487/693, d1=0.235, d2=0.229 g=2.973 2/2 [==============================] - 0s 16ms/step >90, 488/693, d1=0.226, d2=0.167 g=3.224 2/2 [==============================] - 0s 16ms/step >90, 489/693, d1=0.204, d2=0.166 g=3.196 2/2 [==============================] - 0s 17ms/step >90, 490/693, d1=0.364, d2=0.176 g=2.872 2/2 [==============================] - 0s 17ms/step >90, 491/693, d1=0.223, d2=0.173 g=3.104 2/2 [==============================] - 0s 16ms/step >90, 492/693, d1=0.119, d2=0.239 g=3.197 2/2 [==============================] - 0s 16ms/step >90, 493/693, d1=0.297, d2=0.175 g=2.993 2/2 [==============================] - 0s 16ms/step >90, 494/693, d1=0.483, d2=0.195 g=2.641 2/2 [==============================] - 0s 16ms/step >90, 495/693, d1=0.157, d2=0.170 g=2.888 2/2 [==============================] - 0s 16ms/step >90, 496/693, d1=0.277, d2=0.220 g=2.610 2/2 [==============================] - 0s 16ms/step >90, 497/693, d1=0.208, d2=0.269 g=3.095 2/2 [==============================] - 0s 16ms/step >90, 498/693, d1=0.261, d2=0.192 g=2.663 2/2 [==============================] - 0s 17ms/step >90, 499/693, d1=0.338, d2=0.214 g=2.725 2/2 [==============================] - 0s 16ms/step >90, 500/693, d1=0.272, d2=0.248 g=2.507 2/2 [==============================] - 0s 17ms/step >90, 501/693, d1=0.320, d2=0.224 g=2.966 2/2 [==============================] - 0s 17ms/step >90, 502/693, d1=0.153, d2=0.187 g=3.056 2/2 [==============================] - 0s 18ms/step >90, 503/693, d1=0.410, d2=0.163 g=2.825 2/2 [==============================] - 0s 16ms/step >90, 504/693, d1=0.262, d2=0.270 g=2.926 2/2 [==============================] - 0s 18ms/step >90, 505/693, d1=0.297, d2=0.316 g=2.932 2/2 [==============================] - 0s 16ms/step >90, 506/693, d1=0.185, d2=0.200 g=2.700 2/2 [==============================] - 0s 16ms/step >90, 507/693, d1=0.160, d2=0.125 g=3.023 2/2 [==============================] - 0s 16ms/step >90, 508/693, d1=0.334, d2=0.299 g=3.308 2/2 [==============================] - 0s 17ms/step >90, 509/693, d1=0.333, d2=0.163 g=2.929 2/2 [==============================] - 0s 15ms/step >90, 510/693, d1=0.293, d2=0.195 g=2.893 2/2 [==============================] - 0s 17ms/step >90, 511/693, d1=0.379, d2=0.217 g=2.747 2/2 [==============================] - 0s 16ms/step >90, 512/693, d1=0.209, d2=0.202 g=3.044 2/2 [==============================] - 0s 16ms/step >90, 513/693, d1=0.203, d2=0.235 g=3.282 2/2 [==============================] - 0s 17ms/step >90, 514/693, d1=0.377, d2=0.228 g=3.390 2/2 [==============================] - 0s 17ms/step >90, 515/693, d1=0.284, d2=0.194 g=2.990 2/2 [==============================] - 0s 16ms/step >90, 516/693, d1=0.270, d2=0.165 g=3.037 2/2 [==============================] - 0s 16ms/step >90, 517/693, d1=0.189, d2=0.227 g=2.912 2/2 [==============================] - 0s 17ms/step >90, 518/693, d1=0.148, d2=0.108 g=3.420 2/2 [==============================] - 0s 17ms/step >90, 519/693, d1=0.190, d2=0.109 g=2.968 2/2 [==============================] - 0s 17ms/step >90, 520/693, d1=0.170, d2=0.321 g=3.580 2/2 [==============================] - 0s 17ms/step >90, 521/693, d1=0.187, d2=0.196 g=3.719 2/2 [==============================] - 0s 17ms/step >90, 522/693, d1=0.496, d2=0.164 g=3.107 2/2 [==============================] - 0s 17ms/step >90, 523/693, d1=0.282, d2=0.163 g=3.342 2/2 [==============================] - 0s 17ms/step >90, 524/693, d1=0.272, d2=0.172 g=2.895 2/2 [==============================] - 0s 17ms/step >90, 525/693, d1=0.287, d2=0.223 g=2.652 2/2 [==============================] - 0s 16ms/step >90, 526/693, d1=0.163, d2=0.273 g=3.073 2/2 [==============================] - 0s 16ms/step >90, 527/693, d1=0.224, d2=0.174 g=3.109 2/2 [==============================] - 0s 16ms/step >90, 528/693, d1=0.387, d2=0.164 g=3.037 2/2 [==============================] - 0s 16ms/step >90, 529/693, d1=0.186, d2=0.299 g=3.162 2/2 [==============================] - 0s 17ms/step >90, 530/693, d1=0.567, d2=0.254 g=2.916 2/2 [==============================] - 0s 17ms/step >90, 531/693, d1=0.224, d2=0.222 g=2.847 2/2 [==============================] - 0s 16ms/step >90, 532/693, d1=0.192, d2=0.286 g=3.069 2/2 [==============================] - 0s 16ms/step >90, 533/693, d1=0.303, d2=0.216 g=2.983 2/2 [==============================] - 0s 16ms/step >90, 534/693, d1=0.250, d2=0.136 g=2.950 2/2 [==============================] - 0s 16ms/step >90, 535/693, d1=0.446, d2=0.384 g=2.811 2/2 [==============================] - 0s 16ms/step >90, 536/693, d1=0.226, d2=0.227 g=3.081 2/2 [==============================] - 0s 16ms/step >90, 537/693, d1=0.312, d2=0.189 g=2.920 2/2 [==============================] - 0s 16ms/step >90, 538/693, d1=0.202, d2=0.203 g=3.094 2/2 [==============================] - 0s 16ms/step >90, 539/693, d1=0.188, d2=0.184 g=2.944 2/2 [==============================] - 0s 16ms/step >90, 540/693, d1=0.204, d2=0.240 g=3.137 2/2 [==============================] - 0s 17ms/step >90, 541/693, d1=0.328, d2=0.164 g=3.671 2/2 [==============================] - 0s 18ms/step >90, 542/693, d1=0.364, d2=0.117 g=3.161 2/2 [==============================] - 0s 16ms/step >90, 543/693, d1=0.346, d2=0.161 g=3.201 2/2 [==============================] - 0s 17ms/step >90, 544/693, d1=0.176, d2=0.155 g=3.086 2/2 [==============================] - 0s 17ms/step >90, 545/693, d1=0.217, d2=0.240 g=3.177 2/2 [==============================] - 0s 16ms/step >90, 546/693, d1=0.084, d2=0.147 g=3.368 2/2 [==============================] - 0s 16ms/step >90, 547/693, d1=0.163, d2=0.238 g=3.699 2/2 [==============================] - 0s 16ms/step >90, 548/693, d1=0.385, d2=0.202 g=3.277 2/2 [==============================] - 0s 17ms/step >90, 549/693, d1=0.260, d2=0.175 g=3.289 2/2 [==============================] - 0s 16ms/step >90, 550/693, d1=0.306, d2=0.258 g=3.521 2/2 [==============================] - 0s 17ms/step >90, 551/693, d1=0.262, d2=0.142 g=3.245 2/2 [==============================] - 0s 16ms/step >90, 552/693, d1=0.106, d2=0.158 g=3.147 2/2 [==============================] - 0s 16ms/step >90, 553/693, d1=0.176, d2=0.151 g=3.309 2/2 [==============================] - 0s 16ms/step >90, 554/693, d1=0.299, d2=0.227 g=3.476 2/2 [==============================] - 0s 17ms/step >90, 555/693, d1=0.434, d2=0.181 g=3.115 2/2 [==============================] - 0s 17ms/step >90, 556/693, d1=0.312, d2=0.208 g=3.001 2/2 [==============================] - 0s 16ms/step >90, 557/693, d1=0.210, d2=0.143 g=2.743 2/2 [==============================] - 0s 17ms/step >90, 558/693, d1=0.231, d2=0.177 g=2.948 2/2 [==============================] - 0s 17ms/step >90, 559/693, d1=0.261, d2=0.203 g=3.315 2/2 [==============================] - 0s 17ms/step >90, 560/693, d1=0.225, d2=0.199 g=2.997 2/2 [==============================] - 0s 17ms/step >90, 561/693, d1=0.264, d2=0.163 g=3.133 2/2 [==============================] - 0s 18ms/step >90, 562/693, d1=0.230, d2=0.184 g=2.769 2/2 [==============================] - 0s 16ms/step >90, 563/693, d1=0.350, d2=0.331 g=2.601 2/2 [==============================] - 0s 16ms/step >90, 564/693, d1=0.295, d2=0.255 g=3.032 2/2 [==============================] - 0s 17ms/step >90, 565/693, d1=0.265, d2=0.159 g=2.799 2/2 [==============================] - 0s 17ms/step >90, 566/693, d1=0.213, d2=0.333 g=3.216 2/2 [==============================] - 0s 16ms/step >90, 567/693, d1=0.363, d2=0.275 g=3.168 2/2 [==============================] - 0s 17ms/step >90, 568/693, d1=0.332, d2=0.115 g=3.076 2/2 [==============================] - 0s 16ms/step >90, 569/693, d1=0.193, d2=0.403 g=3.418 2/2 [==============================] - 0s 17ms/step >90, 570/693, d1=0.430, d2=0.195 g=2.836 2/2 [==============================] - 0s 17ms/step >90, 571/693, d1=0.217, d2=0.199 g=3.348 2/2 [==============================] - 0s 16ms/step >90, 572/693, d1=0.306, d2=0.172 g=3.220 2/2 [==============================] - 0s 16ms/step >90, 573/693, d1=0.279, d2=0.199 g=3.194 2/2 [==============================] - 0s 17ms/step >90, 574/693, d1=0.266, d2=0.250 g=3.471 2/2 [==============================] - 0s 17ms/step >90, 575/693, d1=0.298, d2=0.133 g=2.992 2/2 [==============================] - 0s 16ms/step >90, 576/693, d1=0.306, d2=0.321 g=3.013 2/2 [==============================] - 0s 16ms/step >90, 577/693, d1=0.306, d2=0.135 g=2.671 2/2 [==============================] - 0s 16ms/step >90, 578/693, d1=0.264, d2=0.306 g=3.059 2/2 [==============================] - 0s 18ms/step >90, 579/693, d1=0.300, d2=0.190 g=2.656 2/2 [==============================] - 0s 17ms/step >90, 580/693, d1=0.279, d2=0.205 g=2.922 2/2 [==============================] - 0s 16ms/step >90, 581/693, d1=0.435, d2=0.234 g=2.836 2/2 [==============================] - 0s 17ms/step >90, 582/693, d1=0.179, d2=0.265 g=2.934 2/2 [==============================] - 0s 16ms/step >90, 583/693, d1=0.310, d2=0.227 g=3.021 2/2 [==============================] - 0s 16ms/step >90, 584/693, d1=0.341, d2=0.295 g=2.842 2/2 [==============================] - 0s 17ms/step >90, 585/693, d1=0.341, d2=0.449 g=3.333 2/2 [==============================] - 0s 17ms/step >90, 586/693, d1=0.308, d2=0.120 g=3.159 2/2 [==============================] - 0s 17ms/step >90, 587/693, d1=0.319, d2=0.144 g=3.232 2/2 [==============================] - 0s 15ms/step >90, 588/693, d1=0.286, d2=0.271 g=2.776 2/2 [==============================] - 0s 17ms/step >90, 589/693, d1=0.252, d2=0.257 g=3.015 2/2 [==============================] - 0s 17ms/step >90, 590/693, d1=0.211, d2=0.273 g=3.512 2/2 [==============================] - 0s 16ms/step >90, 591/693, d1=0.254, d2=0.229 g=3.448 2/2 [==============================] - 0s 17ms/step >90, 592/693, d1=0.288, d2=0.253 g=2.979 2/2 [==============================] - 0s 17ms/step >90, 593/693, d1=0.382, d2=0.183 g=2.632 2/2 [==============================] - 0s 16ms/step >90, 594/693, d1=0.211, d2=0.238 g=2.807 2/2 [==============================] - 0s 17ms/step >90, 595/693, d1=0.384, d2=0.155 g=3.054 2/2 [==============================] - 0s 16ms/step >90, 596/693, d1=0.177, d2=0.275 g=3.079 2/2 [==============================] - 0s 16ms/step >90, 597/693, d1=0.328, d2=0.136 g=2.997 2/2 [==============================] - 0s 16ms/step >90, 598/693, d1=0.418, d2=0.280 g=3.132 2/2 [==============================] - 0s 17ms/step >90, 599/693, d1=0.230, d2=0.486 g=3.126 2/2 [==============================] - 0s 16ms/step >90, 600/693, d1=0.435, d2=0.395 g=3.000 2/2 [==============================] - 0s 16ms/step >90, 601/693, d1=0.643, d2=0.230 g=3.217 2/2 [==============================] - 0s 16ms/step >90, 602/693, d1=0.268, d2=0.295 g=3.373 2/2 [==============================] - 0s 17ms/step >90, 603/693, d1=0.465, d2=0.263 g=2.930 2/2 [==============================] - 0s 16ms/step >90, 604/693, d1=0.307, d2=0.237 g=2.918 2/2 [==============================] - 0s 16ms/step >90, 605/693, d1=0.321, d2=0.172 g=2.753 2/2 [==============================] - 0s 15ms/step >90, 606/693, d1=0.404, d2=0.228 g=2.500 2/2 [==============================] - 0s 17ms/step >90, 607/693, d1=0.341, d2=0.346 g=2.729 2/2 [==============================] - 0s 16ms/step >90, 608/693, d1=0.281, d2=0.142 g=2.567 2/2 [==============================] - 0s 16ms/step >90, 609/693, d1=0.168, d2=0.333 g=3.160 2/2 [==============================] - 0s 17ms/step >90, 610/693, d1=0.359, d2=0.129 g=2.859 2/2 [==============================] - 0s 16ms/step >90, 611/693, d1=0.329, d2=0.244 g=2.704 2/2 [==============================] - 0s 16ms/step >90, 612/693, d1=0.463, d2=0.246 g=2.611 2/2 [==============================] - 0s 15ms/step >90, 613/693, d1=0.259, d2=0.253 g=2.701 2/2 [==============================] - 0s 16ms/step >90, 614/693, d1=0.280, d2=0.334 g=3.211 2/2 [==============================] - 0s 18ms/step >90, 615/693, d1=0.284, d2=0.139 g=3.175 2/2 [==============================] - 0s 17ms/step >90, 616/693, d1=0.357, d2=0.175 g=3.154 2/2 [==============================] - 0s 17ms/step >90, 617/693, d1=0.263, d2=0.260 g=2.866 2/2 [==============================] - 0s 17ms/step >90, 618/693, d1=0.360, d2=0.197 g=2.813 2/2 [==============================] - 0s 15ms/step >90, 619/693, d1=0.251, d2=0.222 g=3.212 2/2 [==============================] - 0s 16ms/step >90, 620/693, d1=0.279, d2=0.182 g=2.940 2/2 [==============================] - 0s 16ms/step >90, 621/693, d1=0.208, d2=0.181 g=2.728 2/2 [==============================] - 0s 16ms/step >90, 622/693, d1=0.298, d2=0.218 g=2.896 2/2 [==============================] - 0s 17ms/step >90, 623/693, d1=0.299, d2=0.369 g=3.023 2/2 [==============================] - 0s 17ms/step >90, 624/693, d1=0.660, d2=0.126 g=2.548 2/2 [==============================] - 0s 17ms/step >90, 625/693, d1=0.243, d2=0.221 g=2.577 2/2 [==============================] - 0s 16ms/step >90, 626/693, d1=0.294, d2=0.266 g=2.900 2/2 [==============================] - 0s 16ms/step >90, 627/693, d1=0.303, d2=0.176 g=2.785 2/2 [==============================] - 0s 17ms/step >90, 628/693, d1=0.294, d2=0.316 g=2.711 2/2 [==============================] - 0s 17ms/step >90, 629/693, d1=0.259, d2=0.123 g=2.804 2/2 [==============================] - 0s 17ms/step >90, 630/693, d1=0.258, d2=0.223 g=2.795 2/2 [==============================] - 0s 16ms/step >90, 631/693, d1=0.373, d2=0.267 g=2.859 2/2 [==============================] - 0s 16ms/step >90, 632/693, d1=0.175, d2=0.172 g=2.813 2/2 [==============================] - 0s 17ms/step >90, 633/693, d1=0.349, d2=0.152 g=2.556 2/2 [==============================] - 0s 16ms/step >90, 634/693, d1=0.079, d2=0.209 g=2.981 2/2 [==============================] - 0s 16ms/step >90, 635/693, d1=0.195, d2=0.212 g=3.146 2/2 [==============================] - 0s 17ms/step >90, 636/693, d1=0.318, d2=0.151 g=3.215 2/2 [==============================] - 0s 17ms/step >90, 637/693, d1=0.279, d2=0.126 g=2.771 2/2 [==============================] - 0s 17ms/step >90, 638/693, d1=0.376, d2=0.232 g=2.464 2/2 [==============================] - 0s 17ms/step >90, 639/693, d1=0.220, d2=0.234 g=3.000 2/2 [==============================] - 0s 16ms/step >90, 640/693, d1=0.274, d2=0.183 g=3.135 2/2 [==============================] - 0s 17ms/step >90, 641/693, d1=0.294, d2=0.242 g=2.673 2/2 [==============================] - 0s 16ms/step >90, 642/693, d1=0.359, d2=0.231 g=2.641 2/2 [==============================] - 0s 16ms/step >90, 643/693, d1=0.289, d2=0.378 g=2.906 2/2 [==============================] - 0s 16ms/step >90, 644/693, d1=0.137, d2=0.160 g=3.169 2/2 [==============================] - 0s 17ms/step >90, 645/693, d1=0.223, d2=0.246 g=3.329 2/2 [==============================] - 0s 16ms/step >90, 646/693, d1=0.387, d2=0.120 g=3.030 2/2 [==============================] - 0s 16ms/step >90, 647/693, d1=0.409, d2=0.288 g=2.768 2/2 [==============================] - 0s 17ms/step >90, 648/693, d1=0.147, d2=0.172 g=3.196 2/2 [==============================] - 0s 17ms/step >90, 649/693, d1=0.280, d2=0.196 g=3.083 2/2 [==============================] - 0s 16ms/step >90, 650/693, d1=0.405, d2=0.221 g=2.969 2/2 [==============================] - 0s 17ms/step >90, 651/693, d1=0.168, d2=0.227 g=2.905 2/2 [==============================] - 0s 16ms/step >90, 652/693, d1=0.458, d2=0.289 g=3.006 2/2 [==============================] - 0s 16ms/step >90, 653/693, d1=0.193, d2=0.176 g=3.271 2/2 [==============================] - 0s 16ms/step >90, 654/693, d1=0.435, d2=0.226 g=2.596 2/2 [==============================] - 0s 17ms/step >90, 655/693, d1=0.368, d2=0.203 g=2.731 2/2 [==============================] - 0s 16ms/step >90, 656/693, d1=0.177, d2=0.342 g=2.912 2/2 [==============================] - 0s 17ms/step >90, 657/693, d1=0.256, d2=0.288 g=3.455 2/2 [==============================] - 0s 17ms/step >90, 658/693, d1=0.466, d2=0.132 g=2.781 2/2 [==============================] - 0s 16ms/step >90, 659/693, d1=0.307, d2=0.178 g=2.536 2/2 [==============================] - 0s 16ms/step >90, 660/693, d1=0.198, d2=0.228 g=2.628 2/2 [==============================] - 0s 17ms/step >90, 661/693, d1=0.144, d2=0.179 g=2.841 2/2 [==============================] - 0s 16ms/step >90, 662/693, d1=0.230, d2=0.288 g=2.889 2/2 [==============================] - 0s 16ms/step >90, 663/693, d1=0.207, d2=0.211 g=3.058 2/2 [==============================] - 0s 17ms/step >90, 664/693, d1=0.369, d2=0.132 g=3.084 2/2 [==============================] - 0s 17ms/step >90, 665/693, d1=0.334, d2=0.298 g=2.994 2/2 [==============================] - 0s 17ms/step >90, 666/693, d1=0.474, d2=0.210 g=3.126 2/2 [==============================] - 0s 16ms/step >90, 667/693, d1=0.271, d2=0.150 g=2.863 2/2 [==============================] - 0s 16ms/step >90, 668/693, d1=0.239, d2=0.198 g=3.091 2/2 [==============================] - 0s 17ms/step >90, 669/693, d1=0.200, d2=0.356 g=3.410 2/2 [==============================] - 0s 16ms/step >90, 670/693, d1=0.339, d2=0.128 g=3.206 2/2 [==============================] - 0s 17ms/step >90, 671/693, d1=0.261, d2=0.168 g=3.076 2/2 [==============================] - 0s 17ms/step >90, 672/693, d1=0.265, d2=0.154 g=3.251 2/2 [==============================] - 0s 17ms/step >90, 673/693, d1=0.215, d2=0.123 g=3.087 2/2 [==============================] - 0s 16ms/step >90, 674/693, d1=0.260, d2=0.112 g=2.564 2/2 [==============================] - 0s 18ms/step >90, 675/693, d1=0.132, d2=0.219 g=2.685 2/2 [==============================] - 0s 16ms/step >90, 676/693, d1=0.143, d2=0.225 g=3.321 2/2 [==============================] - 0s 17ms/step >90, 677/693, d1=0.394, d2=0.092 g=2.890 2/2 [==============================] - 0s 16ms/step >90, 678/693, d1=0.208, d2=0.266 g=2.807 2/2 [==============================] - 0s 17ms/step >90, 679/693, d1=0.280, d2=0.317 g=2.700 2/2 [==============================] - 0s 16ms/step >90, 680/693, d1=0.451, d2=0.232 g=3.023 2/2 [==============================] - 0s 16ms/step >90, 681/693, d1=0.222, d2=0.283 g=3.263 2/2 [==============================] - 0s 16ms/step >90, 682/693, d1=0.325, d2=0.160 g=2.883 2/2 [==============================] - 0s 17ms/step >90, 683/693, d1=0.379, d2=0.178 g=2.862 2/2 [==============================] - 0s 17ms/step >90, 684/693, d1=0.215, d2=0.173 g=3.121 2/2 [==============================] - 0s 16ms/step >90, 685/693, d1=0.235, d2=0.176 g=2.641 2/2 [==============================] - 0s 17ms/step >90, 686/693, d1=0.215, d2=0.254 g=2.800 2/2 [==============================] - 0s 17ms/step >90, 687/693, d1=0.207, d2=0.201 g=3.085 2/2 [==============================] - 0s 17ms/step >90, 688/693, d1=0.229, d2=0.197 g=3.042 2/2 [==============================] - 0s 17ms/step >90, 689/693, d1=0.392, d2=0.181 g=2.773 2/2 [==============================] - 0s 16ms/step >90, 690/693, d1=0.174, d2=0.231 g=2.676 2/2 [==============================] - 0s 16ms/step >90, 691/693, d1=0.178, d2=0.174 g=2.691 2/2 [==============================] - 0s 17ms/step >90, 692/693, d1=0.224, d2=0.239 g=2.892 2/2 [==============================] - 0s 17ms/step >90, 693/693, d1=0.321, d2=0.179 g=2.925 5/5 [==============================] - 0s 17ms/step >Accuracy real: 87%, fake: 99% >SSIM score: 0.1216 WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model. 5/5 [==============================] - 0s 17ms/step 2/2 [==============================] - 0s 17ms/step >91, 1/693, d1=0.287, d2=0.251 g=2.970 2/2 [==============================] - 0s 16ms/step >91, 2/693, d1=0.215, d2=0.190 g=3.188 2/2 [==============================] - 0s 17ms/step >91, 3/693, d1=0.243, d2=0.151 g=3.393 2/2 [==============================] - 0s 17ms/step >91, 4/693, d1=0.208, d2=0.128 g=3.191 2/2 [==============================] - 0s 17ms/step >91, 5/693, d1=0.390, d2=0.165 g=2.566 2/2 [==============================] - 0s 16ms/step >91, 6/693, d1=0.320, d2=0.389 g=2.810 2/2 [==============================] - 0s 16ms/step >91, 7/693, d1=0.232, d2=0.120 g=2.974 2/2 [==============================] - 0s 17ms/step >91, 8/693, d1=0.266, d2=0.291 g=2.827 2/2 [==============================] - 0s 16ms/step >91, 9/693, d1=0.255, d2=0.246 g=3.178 2/2 [==============================] - 0s 17ms/step >91, 10/693, d1=0.286, d2=0.258 g=3.006 2/2 [==============================] - 0s 16ms/step >91, 11/693, d1=0.211, d2=0.150 g=2.968 2/2 [==============================] - 0s 16ms/step >91, 12/693, d1=0.596, d2=0.235 g=2.491 2/2 [==============================] - 0s 16ms/step >91, 13/693, d1=0.203, d2=0.298 g=2.870 2/2 [==============================] - 0s 16ms/step >91, 14/693, d1=0.381, d2=0.157 g=2.919 2/2 [==============================] - 0s 17ms/step >91, 15/693, d1=0.205, d2=0.280 g=3.015 2/2 [==============================] - 0s 17ms/step >91, 16/693, d1=0.270, d2=0.260 g=3.394 2/2 [==============================] - 0s 16ms/step >91, 17/693, d1=0.331, d2=0.146 g=3.117 2/2 [==============================] - 0s 17ms/step >91, 18/693, d1=0.342, d2=0.188 g=2.831 2/2 [==============================] - 0s 16ms/step >91, 19/693, d1=0.261, d2=0.236 g=2.697 2/2 [==============================] - 0s 16ms/step >91, 20/693, d1=0.282, d2=0.264 g=2.446 2/2 [==============================] - 0s 16ms/step >91, 21/693, d1=0.375, d2=0.231 g=2.962 2/2 [==============================] - 0s 16ms/step >91, 22/693, d1=0.225, d2=0.135 g=3.185 2/2 [==============================] - 0s 17ms/step >91, 23/693, d1=0.299, d2=0.235 g=3.143 2/2 [==============================] - 0s 17ms/step >91, 24/693, d1=0.369, d2=0.276 g=2.854 2/2 [==============================] - 0s 16ms/step >91, 25/693, d1=0.277, d2=0.243 g=2.681 2/2 [==============================] - 0s 17ms/step >91, 26/693, d1=0.213, d2=0.189 g=2.975 2/2 [==============================] - 0s 18ms/step >91, 27/693, d1=0.219, d2=0.160 g=3.238 2/2 [==============================] - 0s 16ms/step >91, 28/693, d1=0.384, d2=0.248 g=2.730 2/2 [==============================] - 0s 17ms/step >91, 29/693, d1=0.316, d2=0.140 g=2.831 2/2 [==============================] - 0s 17ms/step >91, 30/693, d1=0.312, d2=0.284 g=3.018 2/2 [==============================] - 0s 16ms/step >91, 31/693, d1=0.141, d2=0.128 g=3.185 2/2 [==============================] - 0s 17ms/step >91, 32/693, d1=0.372, d2=0.203 g=2.652 2/2 [==============================] - 0s 16ms/step >91, 33/693, d1=0.266, d2=0.309 g=2.952 2/2 [==============================] - 0s 18ms/step >91, 34/693, d1=0.194, d2=0.126 g=3.172 2/2 [==============================] - 0s 16ms/step >91, 35/693, d1=0.370, d2=0.245 g=3.006 2/2 [==============================] - 0s 16ms/step >91, 36/693, d1=0.329, d2=0.196 g=3.030 2/2 [==============================] - 0s 16ms/step >91, 37/693, d1=0.298, d2=0.232 g=2.568 2/2 [==============================] - 0s 16ms/step >91, 38/693, d1=0.270, d2=0.314 g=3.070 2/2 [==============================] - 0s 17ms/step >91, 39/693, d1=0.340, d2=0.166 g=2.828 2/2 [==============================] - 0s 17ms/step >91, 40/693, d1=0.290, d2=0.212 g=3.169 2/2 [==============================] - 0s 17ms/step >91, 41/693, d1=0.291, d2=0.136 g=3.089 2/2 [==============================] - 0s 16ms/step >91, 42/693, d1=0.118, d2=0.207 g=3.003 2/2 [==============================] - 0s 17ms/step >91, 43/693, d1=0.292, d2=0.256 g=3.087 2/2 [==============================] - 0s 16ms/step >91, 44/693, d1=0.198, d2=0.124 g=3.285 2/2 [==============================] - 0s 16ms/step >91, 45/693, d1=0.295, d2=0.142 g=2.711 2/2 [==============================] - 0s 17ms/step >91, 46/693, d1=0.176, d2=0.237 g=2.853 2/2 [==============================] - 0s 17ms/step >91, 47/693, d1=0.407, d2=0.303 g=2.795 2/2 [==============================] - 0s 16ms/step >91, 48/693, d1=0.252, d2=0.213 g=2.925 2/2 [==============================] - 0s 17ms/step >91, 49/693, d1=0.337, d2=0.149 g=3.027 2/2 [==============================] - 0s 17ms/step >91, 50/693, d1=0.149, d2=0.199 g=3.094 2/2 [==============================] - 0s 16ms/step >91, 51/693, d1=0.262, d2=0.170 g=3.059 2/2 [==============================] - 0s 16ms/step >91, 52/693, d1=0.401, d2=0.305 g=2.768 2/2 [==============================] - 0s 16ms/step >91, 53/693, d1=0.193, d2=0.216 g=2.996 2/2 [==============================] - 0s 16ms/step >91, 54/693, d1=0.339, d2=0.265 g=3.357 2/2 [==============================] - 0s 16ms/step >91, 55/693, d1=0.394, d2=0.172 g=2.918 2/2 [==============================] - 0s 16ms/step >91, 56/693, d1=0.186, d2=0.187 g=2.777 2/2 [==============================] - 0s 17ms/step >91, 57/693, d1=0.148, d2=0.111 g=2.925 2/2 [==============================] - 0s 16ms/step >91, 58/693, d1=0.236, d2=0.220 g=3.066 2/2 [==============================] - 0s 17ms/step >91, 59/693, d1=0.234, d2=0.242 g=3.313 2/2 [==============================] - 0s 16ms/step >91, 60/693, d1=0.205, d2=0.131 g=3.520 2/2 [==============================] - 0s 17ms/step >91, 61/693, d1=0.374, d2=0.215 g=2.999 2/2 [==============================] - 0s 16ms/step >91, 62/693, d1=0.438, d2=0.179 g=2.566 2/2 [==============================] - 0s 16ms/step >91, 63/693, d1=0.163, d2=0.332 g=2.976 2/2 [==============================] - 0s 16ms/step >91, 64/693, d1=0.226, d2=0.129 g=3.158 2/2 [==============================] - 0s 17ms/step >91, 65/693, d1=0.232, d2=0.164 g=3.320 2/2 [==============================] - 0s 16ms/step >91, 66/693, d1=0.205, d2=0.172 g=3.314 2/2 [==============================] - 0s 17ms/step >91, 67/693, d1=0.206, d2=0.119 g=3.017 2/2 [==============================] - 0s 16ms/step >91, 68/693, d1=0.255, d2=0.148 g=3.122 2/2 [==============================] - 0s 17ms/step >91, 69/693, d1=0.315, d2=0.215 g=2.887 2/2 [==============================] - 0s 16ms/step >91, 70/693, d1=0.295, d2=0.219 g=2.990 2/2 [==============================] - 0s 16ms/step >91, 71/693, d1=0.336, d2=0.230 g=2.984 2/2 [==============================] - 0s 16ms/step >91, 72/693, d1=0.285, d2=0.179 g=2.696 2/2 [==============================] - 0s 17ms/step >91, 73/693, d1=0.275, d2=0.446 g=3.146 2/2 [==============================] - 0s 16ms/step >91, 74/693, d1=0.311, d2=0.145 g=3.117 2/2 [==============================] - 0s 19ms/step >91, 75/693, d1=0.216, d2=0.284 g=3.145 2/2 [==============================] - 0s 16ms/step >91, 76/693, d1=0.490, d2=0.113 g=2.899 2/2 [==============================] - 0s 16ms/step >91, 77/693, d1=0.182, d2=0.277 g=3.180 2/2 [==============================] - 0s 16ms/step >91, 78/693, d1=0.203, d2=0.207 g=3.211 2/2 [==============================] - 0s 17ms/step >91, 79/693, d1=0.506, d2=0.210 g=2.966 2/2 [==============================] - 0s 17ms/step >91, 80/693, d1=0.250, d2=0.199 g=3.134 2/2 [==============================] - 0s 16ms/step >91, 81/693, d1=0.344, d2=0.314 g=3.155 2/2 [==============================] - 0s 17ms/step >91, 82/693, d1=0.307, d2=0.140 g=3.123 2/2 [==============================] - 0s 17ms/step >91, 83/693, d1=0.467, d2=0.193 g=2.666 2/2 [==============================] - 0s 18ms/step >91, 84/693, d1=0.258, d2=0.297 g=2.785 2/2 [==============================] - 0s 16ms/step >91, 85/693, d1=0.220, d2=0.243 g=2.966 2/2 [==============================] - 0s 17ms/step >91, 86/693, d1=0.322, d2=0.135 g=2.884 2/2 [==============================] - 0s 16ms/step >91, 87/693, d1=0.348, d2=0.417 g=2.658 2/2 [==============================] - 0s 16ms/step >91, 88/693, d1=0.307, d2=0.316 g=2.773 2/2 [==============================] - 0s 17ms/step >91, 89/693, d1=0.330, d2=0.288 g=3.384 2/2 [==============================] - 0s 16ms/step >91, 90/693, d1=0.304, d2=0.155 g=3.402 2/2 [==============================] - 0s 16ms/step >91, 91/693, d1=0.361, d2=0.256 g=3.066 2/2 [==============================] - 0s 16ms/step >91, 92/693, d1=0.379, d2=0.225 g=3.051 2/2 [==============================] - 0s 17ms/step >91, 93/693, d1=0.176, d2=0.221 g=2.743 2/2 [==============================] - 0s 16ms/step >91, 94/693, d1=0.153, d2=0.178 g=2.945 2/2 [==============================] - 0s 19ms/step >91, 95/693, d1=0.339, d2=0.138 g=3.123 2/2 [==============================] - 0s 16ms/step >91, 96/693, d1=0.333, d2=0.241 g=2.631 2/2 [==============================] - 0s 16ms/step >91, 97/693, d1=0.215, d2=0.171 g=2.665 2/2 [==============================] - 0s 16ms/step >91, 98/693, d1=0.227, d2=0.223 g=3.176 2/2 [==============================] - 0s 17ms/step >91, 99/693, d1=0.274, d2=0.140 g=2.821 2/2 [==============================] - 0s 16ms/step >91, 100/693, d1=0.257, d2=0.248 g=3.046 2/2 [==============================] - 0s 16ms/step >91, 101/693, d1=0.184, d2=0.218 g=3.285 2/2 [==============================] - 0s 16ms/step >91, 102/693, d1=0.381, d2=0.202 g=2.816 2/2 [==============================] - 0s 16ms/step >91, 103/693, d1=0.280, d2=0.170 g=2.743 2/2 [==============================] - 0s 17ms/step >91, 104/693, d1=0.277, d2=0.218 g=2.691 2/2 [==============================] - 0s 17ms/step >91, 105/693, d1=0.415, d2=0.240 g=2.721 2/2 [==============================] - 0s 17ms/step >91, 106/693, d1=0.328, d2=0.248 g=2.624 2/2 [==============================] - 0s 17ms/step >91, 107/693, d1=0.311, d2=0.249 g=2.798 2/2 [==============================] - 0s 15ms/step >91, 108/693, d1=0.302, d2=0.173 g=2.782 2/2 [==============================] - 0s 16ms/step >91, 109/693, d1=0.256, d2=0.274 g=3.181 2/2 [==============================] - 0s 16ms/step >91, 110/693, d1=0.531, d2=0.209 g=2.703 2/2 [==============================] - 0s 17ms/step >91, 111/693, d1=0.206, d2=0.250 g=2.651 2/2 [==============================] - 0s 17ms/step >91, 112/693, d1=0.221, d2=0.146 g=2.931 2/2 [==============================] - 0s 17ms/step >91, 113/693, d1=0.342, d2=0.215 g=2.707 2/2 [==============================] - 0s 16ms/step >91, 114/693, d1=0.147, d2=0.162 g=3.066 2/2 [==============================] - 0s 17ms/step >91, 115/693, d1=0.268, d2=0.140 g=3.208 2/2 [==============================] - 0s 16ms/step >91, 116/693, d1=0.169, d2=0.163 g=3.168 2/2 [==============================] - 0s 16ms/step >91, 117/693, d1=0.240, d2=0.196 g=3.143 2/2 [==============================] - 0s 17ms/step >91, 118/693, d1=0.373, d2=0.267 g=3.017 2/2 [==============================] - 0s 18ms/step >91, 119/693, d1=0.399, d2=0.296 g=2.851 2/2 [==============================] - 0s 16ms/step >91, 120/693, d1=0.269, d2=0.193 g=2.606 2/2 [==============================] - 0s 16ms/step >91, 121/693, d1=0.144, d2=0.211 g=3.139 2/2 [==============================] - 0s 17ms/step >91, 122/693, d1=0.203, d2=0.192 g=3.562 2/2 [==============================] - 0s 16ms/step >91, 123/693, d1=0.372, d2=0.253 g=3.560 2/2 [==============================] - 0s 17ms/step >91, 124/693, d1=0.341, d2=0.222 g=3.072 2/2 [==============================] - 0s 17ms/step >91, 125/693, d1=0.203, d2=0.214 g=3.051 2/2 [==============================] - 0s 16ms/step >91, 126/693, d1=0.318, d2=0.192 g=2.876 2/2 [==============================] - 0s 17ms/step >91, 127/693, d1=0.275, d2=0.235 g=2.891 2/2 [==============================] - 0s 17ms/step >91, 128/693, d1=0.154, d2=0.147 g=3.076 2/2 [==============================] - 0s 16ms/step >91, 129/693, d1=0.393, d2=0.229 g=2.845 2/2 [==============================] - 0s 16ms/step >91, 130/693, d1=0.169, d2=0.219 g=2.991 2/2 [==============================] - 0s 17ms/step >91, 131/693, d1=0.210, d2=0.169 g=2.921 2/2 [==============================] - 0s 16ms/step >91, 132/693, d1=0.304, d2=0.221 g=2.840 2/2 [==============================] - 0s 17ms/step >91, 133/693, d1=0.360, d2=0.316 g=2.979 2/2 [==============================] - 0s 17ms/step >91, 134/693, d1=0.166, d2=0.194 g=3.357 2/2 [==============================] - 0s 17ms/step >91, 135/693, d1=0.188, d2=0.148 g=3.412 2/2 [==============================] - 0s 17ms/step >91, 136/693, d1=0.406, d2=0.173 g=2.827 2/2 [==============================] - 0s 16ms/step >91, 137/693, d1=0.233, d2=0.155 g=2.630 2/2 [==============================] - 0s 17ms/step >91, 138/693, d1=0.240, d2=0.218 g=2.587 2/2 [==============================] - 0s 17ms/step >91, 139/693, d1=0.176, d2=0.268 g=3.112 2/2 [==============================] - 0s 19ms/step >91, 140/693, d1=0.232, d2=0.105 g=3.012 2/2 [==============================] - 0s 16ms/step >91, 141/693, d1=0.228, d2=0.179 g=3.032 2/2 [==============================] - 0s 16ms/step >91, 142/693, d1=0.238, d2=0.111 g=3.091 2/2 [==============================] - 0s 16ms/step >91, 143/693, d1=0.147, d2=0.168 g=3.141 2/2 [==============================] - 0s 19ms/step >91, 144/693, d1=0.304, d2=0.256 g=2.930 2/2 [==============================] - 0s 17ms/step >91, 145/693, d1=0.250, d2=0.151 g=3.056 2/2 [==============================] - 0s 16ms/step >91, 146/693, d1=0.269, d2=0.096 g=2.941 2/2 [==============================] - 0s 16ms/step >91, 147/693, d1=0.148, d2=0.283 g=3.363 2/2 [==============================] - 0s 17ms/step >91, 148/693, d1=0.231, d2=0.191 g=3.174 2/2 [==============================] - 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0s 16ms/step >99, 666/693, d1=0.170, d2=0.275 g=3.230 2/2 [==============================] - 0s 16ms/step >99, 667/693, d1=0.367, d2=0.162 g=3.157 2/2 [==============================] - 0s 16ms/step >99, 668/693, d1=0.311, d2=0.313 g=3.100 2/2 [==============================] - 0s 17ms/step >99, 669/693, d1=0.238, d2=0.149 g=3.447 2/2 [==============================] - 0s 16ms/step >99, 670/693, d1=0.192, d2=0.169 g=3.516 2/2 [==============================] - 0s 16ms/step >99, 671/693, d1=0.441, d2=0.165 g=2.979 2/2 [==============================] - 0s 17ms/step >99, 672/693, d1=0.210, d2=0.169 g=2.843 2/2 [==============================] - 0s 17ms/step >99, 673/693, d1=0.398, d2=0.430 g=3.185 2/2 [==============================] - 0s 17ms/step >99, 674/693, d1=0.263, d2=0.135 g=3.229 2/2 [==============================] - 0s 16ms/step >99, 675/693, d1=0.192, d2=0.149 g=3.299 2/2 [==============================] - 0s 17ms/step >99, 676/693, d1=0.231, d2=0.102 g=3.170 2/2 [==============================] - 0s 17ms/step >99, 677/693, d1=0.318, d2=0.208 g=2.985 2/2 [==============================] - 0s 17ms/step >99, 678/693, d1=0.207, d2=0.192 g=3.107 2/2 [==============================] - 0s 17ms/step >99, 679/693, d1=0.218, d2=0.341 g=3.088 2/2 [==============================] - 0s 17ms/step >99, 680/693, d1=0.192, d2=0.097 g=3.514 2/2 [==============================] - 0s 16ms/step >99, 681/693, d1=0.276, d2=0.178 g=3.291 2/2 [==============================] - 0s 17ms/step >99, 682/693, d1=0.321, d2=0.145 g=3.352 2/2 [==============================] - 0s 17ms/step >99, 683/693, d1=0.310, d2=0.195 g=2.967 2/2 [==============================] - 0s 17ms/step >99, 684/693, d1=0.376, d2=0.191 g=2.834 2/2 [==============================] - 0s 16ms/step >99, 685/693, d1=0.272, d2=0.216 g=3.024 2/2 [==============================] - 0s 17ms/step >99, 686/693, d1=0.210, d2=0.230 g=2.914 2/2 [==============================] - 0s 17ms/step >99, 687/693, d1=0.291, d2=0.216 g=2.880 2/2 [==============================] - 0s 16ms/step >99, 688/693, d1=0.427, d2=0.232 g=2.616 2/2 [==============================] - 0s 17ms/step >99, 689/693, d1=0.328, d2=0.342 g=2.854 2/2 [==============================] - 0s 17ms/step >99, 690/693, d1=0.290, d2=0.198 g=2.761 2/2 [==============================] - 0s 16ms/step >99, 691/693, d1=0.159, d2=0.154 g=3.081 2/2 [==============================] - 0s 16ms/step >99, 692/693, d1=0.093, d2=0.299 g=3.514 2/2 [==============================] - 0s 17ms/step >99, 693/693, d1=0.346, d2=0.102 g=3.557 2/2 [==============================] - 0s 17ms/step >100, 1/693, d1=0.244, d2=0.201 g=2.982 2/2 [==============================] - 0s 17ms/step >100, 2/693, d1=0.245, d2=0.198 g=2.912 2/2 [==============================] - 0s 17ms/step >100, 3/693, d1=0.120, d2=0.212 g=3.156 2/2 [==============================] - 0s 17ms/step >100, 4/693, d1=0.159, d2=0.106 g=3.757 2/2 [==============================] - 0s 16ms/step >100, 5/693, d1=0.143, d2=0.107 g=3.404 2/2 [==============================] - 0s 16ms/step >100, 6/693, d1=0.265, d2=0.123 g=2.846 2/2 [==============================] - 0s 17ms/step >100, 7/693, d1=0.129, d2=0.183 g=2.941 2/2 [==============================] - 0s 17ms/step >100, 8/693, d1=0.170, d2=0.292 g=3.605 2/2 [==============================] - 0s 17ms/step >100, 9/693, d1=0.270, d2=0.090 g=3.546 2/2 [==============================] - 0s 16ms/step >100, 10/693, d1=0.147, d2=0.142 g=3.407 2/2 [==============================] - 0s 16ms/step >100, 11/693, d1=0.297, d2=0.116 g=3.475 2/2 [==============================] - 0s 16ms/step >100, 12/693, d1=0.235, d2=0.148 g=3.223 2/2 [==============================] - 0s 16ms/step >100, 13/693, d1=0.213, d2=0.174 g=3.317 2/2 [==============================] - 0s 16ms/step >100, 14/693, d1=0.090, d2=0.244 g=3.437 2/2 [==============================] - 0s 17ms/step >100, 15/693, d1=0.293, d2=0.297 g=3.635 2/2 [==============================] - 0s 20ms/step >100, 16/693, d1=0.270, d2=0.072 g=3.388 2/2 [==============================] - 0s 18ms/step >100, 17/693, d1=0.372, d2=0.125 g=2.780 2/2 [==============================] - 0s 17ms/step >100, 18/693, d1=0.183, d2=0.255 g=3.345 2/2 [==============================] - 0s 17ms/step >100, 19/693, d1=0.170, d2=0.185 g=3.413 2/2 [==============================] - 0s 19ms/step >100, 20/693, d1=0.205, d2=0.092 g=3.228 2/2 [==============================] - 0s 16ms/step >100, 21/693, d1=0.230, d2=0.213 g=3.028 2/2 [==============================] - 0s 16ms/step >100, 22/693, d1=0.204, d2=0.122 g=3.216 2/2 [==============================] - 0s 18ms/step >100, 23/693, d1=0.582, d2=0.241 g=2.790 2/2 [==============================] - 0s 16ms/step >100, 24/693, d1=0.255, d2=0.239 g=3.029 2/2 [==============================] - 0s 17ms/step >100, 25/693, d1=0.290, d2=0.238 g=3.302 2/2 [==============================] - 0s 17ms/step >100, 26/693, d1=0.306, d2=0.201 g=3.288 2/2 [==============================] - 0s 17ms/step >100, 27/693, d1=0.217, d2=0.226 g=3.473 2/2 [==============================] - 0s 17ms/step >100, 28/693, d1=0.339, d2=0.256 g=3.362 2/2 [==============================] - 0s 18ms/step >100, 29/693, d1=0.219, d2=0.152 g=3.106 2/2 [==============================] - 0s 17ms/step >100, 30/693, d1=0.258, d2=0.235 g=3.363 2/2 [==============================] - 0s 18ms/step >100, 31/693, d1=0.264, d2=0.142 g=3.283 2/2 [==============================] - 0s 17ms/step >100, 32/693, d1=0.215, d2=0.165 g=3.319 2/2 [==============================] - 0s 17ms/step >100, 33/693, d1=0.353, d2=0.155 g=3.021 2/2 [==============================] - 0s 17ms/step >100, 34/693, d1=0.204, d2=0.259 g=3.199 2/2 [==============================] - 0s 17ms/step >100, 35/693, d1=0.267, d2=0.164 g=3.111 2/2 [==============================] - 0s 18ms/step >100, 36/693, d1=0.261, d2=0.311 g=3.231 2/2 [==============================] - 0s 16ms/step >100, 37/693, d1=0.198, d2=0.109 g=3.230 2/2 [==============================] - 0s 17ms/step >100, 38/693, d1=0.371, d2=0.271 g=3.027 2/2 [==============================] - 0s 18ms/step >100, 39/693, d1=0.356, d2=0.241 g=2.757 2/2 [==============================] - 0s 19ms/step >100, 40/693, d1=0.164, d2=0.312 g=3.485 2/2 [==============================] - 0s 18ms/step >100, 41/693, d1=0.217, d2=0.139 g=4.104 2/2 [==============================] - 0s 17ms/step >100, 42/693, d1=0.260, d2=0.122 g=3.421 2/2 [==============================] - 0s 16ms/step >100, 43/693, d1=0.211, d2=0.195 g=3.176 2/2 [==============================] - 0s 19ms/step >100, 44/693, d1=0.215, d2=0.300 g=3.706 2/2 [==============================] - 0s 18ms/step >100, 45/693, d1=0.325, d2=0.089 g=3.339 2/2 [==============================] - 0s 18ms/step >100, 46/693, d1=0.293, d2=0.193 g=3.255 2/2 [==============================] - 0s 17ms/step >100, 47/693, d1=0.249, d2=0.174 g=3.095 2/2 [==============================] - 0s 16ms/step >100, 48/693, d1=0.146, d2=0.236 g=3.299 2/2 [==============================] - 0s 17ms/step >100, 49/693, d1=0.271, d2=0.173 g=3.362 2/2 [==============================] - 0s 17ms/step >100, 50/693, d1=0.290, d2=0.248 g=3.293 2/2 [==============================] - 0s 16ms/step >100, 51/693, d1=0.247, d2=0.187 g=3.118 2/2 [==============================] - 0s 16ms/step >100, 52/693, d1=0.193, d2=0.117 g=3.091 2/2 [==============================] - 0s 17ms/step >100, 53/693, d1=0.223, d2=0.152 g=3.064 2/2 [==============================] - 0s 18ms/step >100, 54/693, d1=0.309, d2=0.200 g=2.825 2/2 [==============================] - 0s 17ms/step >100, 55/693, d1=0.324, d2=0.216 g=3.336 2/2 [==============================] - 0s 16ms/step >100, 56/693, d1=0.209, d2=0.192 g=3.262 2/2 [==============================] - 0s 17ms/step >100, 57/693, d1=0.211, d2=0.128 g=3.499 2/2 [==============================] - 0s 17ms/step >100, 58/693, d1=0.120, d2=0.096 g=3.642 2/2 [==============================] - 0s 17ms/step >100, 59/693, d1=0.500, d2=0.215 g=2.963 2/2 [==============================] - 0s 17ms/step >100, 60/693, d1=0.263, d2=0.234 g=3.064 2/2 [==============================] - 0s 17ms/step >100, 61/693, d1=0.261, d2=0.306 g=3.394 2/2 [==============================] - 0s 16ms/step >100, 62/693, d1=0.207, d2=0.122 g=3.977 2/2 [==============================] - 0s 17ms/step >100, 63/693, d1=0.294, d2=0.170 g=3.179 2/2 [==============================] - 0s 16ms/step >100, 64/693, d1=0.238, d2=0.223 g=3.253 2/2 [==============================] - 0s 16ms/step >100, 65/693, d1=0.273, d2=0.236 g=3.448 2/2 [==============================] - 0s 17ms/step >100, 66/693, d1=0.247, d2=0.128 g=3.224 2/2 [==============================] - 0s 17ms/step >100, 67/693, d1=0.144, d2=0.312 g=3.610 2/2 [==============================] - 0s 16ms/step >100, 68/693, d1=0.211, d2=0.147 g=3.343 2/2 [==============================] - 0s 16ms/step >100, 69/693, d1=0.428, d2=0.217 g=3.251 2/2 [==============================] - 0s 16ms/step >100, 70/693, d1=0.264, d2=0.168 g=2.907 2/2 [==============================] - 0s 17ms/step >100, 71/693, d1=0.137, d2=0.115 g=2.991 2/2 [==============================] - 0s 16ms/step >100, 72/693, d1=0.329, d2=0.283 g=3.179 2/2 [==============================] - 0s 16ms/step >100, 73/693, d1=0.329, d2=0.232 g=3.068 2/2 [==============================] - 0s 17ms/step >100, 74/693, d1=0.231, d2=0.143 g=3.355 2/2 [==============================] - 0s 17ms/step >100, 75/693, d1=0.173, d2=0.159 g=3.327 2/2 [==============================] - 0s 17ms/step >100, 76/693, d1=0.291, d2=0.183 g=3.327 2/2 [==============================] - 0s 17ms/step >100, 77/693, d1=0.196, d2=0.167 g=3.562 2/2 [==============================] - 0s 16ms/step >100, 78/693, d1=0.201, d2=0.217 g=3.497 2/2 [==============================] - 0s 17ms/step >100, 79/693, d1=0.268, d2=0.176 g=3.464 2/2 [==============================] - 0s 16ms/step >100, 80/693, d1=0.218, d2=0.141 g=3.157 2/2 [==============================] - 0s 18ms/step >100, 81/693, d1=0.224, d2=0.147 g=3.515 2/2 [==============================] - 0s 17ms/step >100, 82/693, d1=0.332, d2=0.284 g=3.179 2/2 [==============================] - 0s 16ms/step >100, 83/693, d1=0.168, d2=0.118 g=3.350 2/2 [==============================] - 0s 17ms/step >100, 84/693, d1=0.289, d2=0.133 g=2.752 2/2 [==============================] - 0s 17ms/step >100, 85/693, d1=0.170, d2=0.260 g=3.517 2/2 [==============================] - 0s 18ms/step >100, 86/693, d1=0.214, d2=0.150 g=3.472 2/2 [==============================] - 0s 16ms/step >100, 87/693, d1=0.284, d2=0.295 g=3.558 2/2 [==============================] - 0s 16ms/step >100, 88/693, d1=0.282, d2=0.099 g=3.396 2/2 [==============================] - 0s 17ms/step >100, 89/693, d1=0.357, d2=0.199 g=3.300 2/2 [==============================] - 0s 17ms/step >100, 90/693, d1=0.203, d2=0.144 g=3.151 2/2 [==============================] - 0s 17ms/step >100, 91/693, d1=0.104, d2=0.216 g=3.297 2/2 [==============================] - 0s 16ms/step >100, 92/693, d1=0.318, d2=0.185 g=3.299 2/2 [==============================] - 0s 16ms/step >100, 93/693, d1=0.315, d2=0.392 g=3.381 2/2 [==============================] - 0s 17ms/step >100, 94/693, d1=0.238, d2=0.100 g=3.344 2/2 [==============================] - 0s 18ms/step >100, 95/693, d1=0.295, d2=0.147 g=2.830 2/2 [==============================] - 0s 16ms/step >100, 96/693, d1=0.140, d2=0.221 g=3.137 2/2 [==============================] - 0s 17ms/step >100, 97/693, d1=0.096, d2=0.171 g=3.523 2/2 [==============================] - 0s 17ms/step >100, 98/693, d1=0.499, d2=0.160 g=3.141 2/2 [==============================] - 0s 17ms/step >100, 99/693, d1=0.217, d2=0.205 g=3.250 2/2 [==============================] - 0s 17ms/step >100, 100/693, d1=0.285, d2=0.192 g=3.513 2/2 [==============================] - 0s 17ms/step >100, 101/693, d1=0.169, d2=0.187 g=3.289 2/2 [==============================] - 0s 16ms/step >100, 102/693, d1=0.308, d2=0.220 g=3.287 2/2 [==============================] - 0s 16ms/step >100, 103/693, d1=0.261, d2=0.197 g=3.569 2/2 [==============================] - 0s 16ms/step >100, 104/693, d1=0.268, d2=0.220 g=3.426 2/2 [==============================] - 0s 16ms/step >100, 105/693, d1=0.176, d2=0.161 g=3.612 2/2 [==============================] - 0s 17ms/step >100, 106/693, d1=0.155, d2=0.141 g=3.580 2/2 [==============================] - 0s 18ms/step >100, 107/693, d1=0.381, d2=0.228 g=3.287 2/2 [==============================] - 0s 17ms/step >100, 108/693, d1=0.305, d2=0.210 g=3.334 2/2 [==============================] - 0s 18ms/step >100, 109/693, d1=0.251, d2=0.129 g=3.300 2/2 [==============================] - 0s 17ms/step >100, 110/693, d1=0.200, d2=0.120 g=3.299 2/2 [==============================] - 0s 16ms/step >100, 111/693, d1=0.324, d2=0.139 g=3.023 2/2 [==============================] - 0s 16ms/step >100, 112/693, d1=0.294, d2=0.259 g=2.821 2/2 [==============================] - 0s 16ms/step >100, 113/693, d1=0.381, d2=0.290 g=3.265 2/2 [==============================] - 0s 18ms/step >100, 114/693, d1=0.134, d2=0.113 g=3.334 2/2 [==============================] - 0s 16ms/step >100, 115/693, d1=0.261, d2=0.090 g=3.084 2/2 [==============================] - 0s 17ms/step >100, 116/693, d1=0.321, d2=0.235 g=2.968 2/2 [==============================] - 0s 16ms/step >100, 117/693, d1=0.149, d2=0.278 g=3.406 2/2 [==============================] - 0s 17ms/step >100, 118/693, d1=0.304, d2=0.210 g=3.417 2/2 [==============================] - 0s 19ms/step >100, 119/693, d1=0.321, d2=0.187 g=2.947 2/2 [==============================] - 0s 16ms/step >100, 120/693, d1=0.237, d2=0.306 g=2.994 2/2 [==============================] - 0s 17ms/step >100, 121/693, d1=0.250, d2=0.258 g=3.712 2/2 [==============================] - 0s 17ms/step >100, 122/693, d1=0.282, d2=0.109 g=3.225 2/2 [==============================] - 0s 17ms/step >100, 123/693, d1=0.373, d2=0.259 g=2.849 2/2 [==============================] - 0s 17ms/step >100, 124/693, d1=0.168, d2=0.252 g=3.217 2/2 [==============================] - 0s 16ms/step >100, 125/693, d1=0.238, d2=0.194 g=3.063 2/2 [==============================] - 0s 18ms/step >100, 126/693, d1=0.133, d2=0.122 g=3.401 2/2 [==============================] - 0s 16ms/step >100, 127/693, d1=0.318, d2=0.175 g=3.471 2/2 [==============================] - 0s 17ms/step >100, 128/693, d1=0.245, d2=0.129 g=2.933 2/2 [==============================] - 0s 17ms/step >100, 129/693, d1=0.191, d2=0.201 g=3.118 2/2 [==============================] - 0s 17ms/step >100, 130/693, d1=0.192, d2=0.092 g=3.170 2/2 [==============================] - 0s 17ms/step >100, 131/693, d1=0.209, d2=0.101 g=2.953 2/2 [==============================] - 0s 17ms/step >100, 132/693, d1=0.166, d2=0.186 g=3.017 2/2 [==============================] - 0s 18ms/step >100, 133/693, d1=0.277, d2=0.272 g=3.217 2/2 [==============================] - 0s 17ms/step >100, 134/693, d1=0.332, d2=0.205 g=3.046 2/2 [==============================] - 0s 17ms/step >100, 135/693, d1=0.284, d2=0.175 g=3.382 2/2 [==============================] - 0s 17ms/step >100, 136/693, d1=0.251, d2=0.210 g=3.045 2/2 [==============================] - 0s 17ms/step >100, 137/693, d1=0.342, d2=0.125 g=3.227 2/2 [==============================] - 0s 17ms/step >100, 138/693, d1=0.279, d2=0.110 g=3.054 2/2 [==============================] - 0s 17ms/step >100, 139/693, d1=0.212, d2=0.216 g=2.971 2/2 [==============================] - 0s 17ms/step >100, 140/693, d1=0.233, d2=0.219 g=3.108 2/2 [==============================] - 0s 17ms/step >100, 141/693, d1=0.164, d2=0.165 g=3.368 2/2 [==============================] - 0s 16ms/step >100, 142/693, d1=0.444, d2=0.325 g=3.278 2/2 [==============================] - 0s 17ms/step >100, 143/693, d1=0.341, d2=0.165 g=3.207 2/2 [==============================] - 0s 17ms/step >100, 144/693, d1=0.300, d2=0.205 g=2.957 2/2 [==============================] - 0s 16ms/step >100, 145/693, d1=0.379, d2=0.172 g=2.712 2/2 [==============================] - 0s 18ms/step >100, 146/693, d1=0.121, d2=0.440 g=3.026 2/2 [==============================] - 0s 17ms/step >100, 147/693, d1=0.262, d2=0.164 g=3.644 2/2 [==============================] - 0s 16ms/step >100, 148/693, d1=0.273, d2=0.100 g=3.377 2/2 [==============================] - 0s 17ms/step >100, 149/693, d1=0.241, d2=0.180 g=3.304 2/2 [==============================] - 0s 17ms/step >100, 150/693, d1=0.276, d2=0.185 g=3.260 2/2 [==============================] - 0s 17ms/step >100, 151/693, d1=0.245, d2=0.250 g=2.982 2/2 [==============================] - 0s 17ms/step >100, 152/693, d1=0.130, d2=0.101 g=3.291 2/2 [==============================] - 0s 17ms/step >100, 153/693, d1=0.232, d2=0.201 g=3.217 2/2 [==============================] - 0s 16ms/step >100, 154/693, d1=0.277, d2=0.224 g=2.946 2/2 [==============================] - 0s 17ms/step >100, 155/693, d1=0.214, d2=0.203 g=3.310 2/2 [==============================] - 0s 16ms/step >100, 156/693, d1=0.046, d2=0.113 g=3.501 2/2 [==============================] - 0s 18ms/step >100, 157/693, d1=0.312, d2=0.141 g=3.268 2/2 [==============================] - 0s 16ms/step >100, 158/693, d1=0.288, d2=0.252 g=3.595 2/2 [==============================] - 0s 17ms/step >100, 159/693, d1=0.313, d2=0.122 g=2.731 2/2 [==============================] - 0s 17ms/step >100, 160/693, d1=0.224, d2=0.205 g=3.242 2/2 [==============================] - 0s 16ms/step >100, 161/693, d1=0.266, d2=0.192 g=3.021 2/2 [==============================] - 0s 16ms/step >100, 162/693, d1=0.257, d2=0.183 g=2.893 2/2 [==============================] - 0s 17ms/step >100, 163/693, d1=0.158, d2=0.171 g=3.304 2/2 [==============================] - 0s 16ms/step >100, 164/693, d1=0.334, d2=0.144 g=2.911 2/2 [==============================] - 0s 16ms/step >100, 165/693, d1=0.317, d2=0.356 g=3.283 2/2 [==============================] - 0s 18ms/step >100, 166/693, d1=0.127, d2=0.265 g=3.380 2/2 [==============================] - 0s 16ms/step >100, 167/693, d1=0.361, d2=0.132 g=3.186 2/2 [==============================] - 0s 17ms/step >100, 168/693, d1=0.253, d2=0.195 g=3.081 2/2 [==============================] - 0s 17ms/step >100, 169/693, d1=0.190, d2=0.217 g=2.829 2/2 [==============================] - 0s 16ms/step >100, 170/693, d1=0.184, d2=0.139 g=3.154 2/2 [==============================] - 0s 17ms/step >100, 171/693, d1=0.260, d2=0.206 g=3.353 2/2 [==============================] - 0s 16ms/step >100, 172/693, d1=0.252, d2=0.129 g=3.705 2/2 [==============================] - 0s 17ms/step >100, 173/693, d1=0.378, d2=0.205 g=3.077 2/2 [==============================] - 0s 17ms/step >100, 174/693, d1=0.224, d2=0.235 g=3.147 2/2 [==============================] - 0s 19ms/step >100, 175/693, d1=0.344, d2=0.254 g=3.281 2/2 [==============================] - 0s 17ms/step >100, 176/693, d1=0.269, d2=0.113 g=3.390 2/2 [==============================] - 0s 17ms/step >100, 177/693, d1=0.326, d2=0.174 g=3.052 2/2 [==============================] - 0s 17ms/step >100, 178/693, d1=0.065, d2=0.082 g=3.340 2/2 [==============================] - 0s 17ms/step >100, 179/693, d1=0.253, d2=0.213 g=3.300 2/2 [==============================] - 0s 16ms/step >100, 180/693, d1=0.075, d2=0.083 g=3.334 2/2 [==============================] - 0s 17ms/step >100, 181/693, d1=0.132, d2=0.187 g=3.620 2/2 [==============================] - 0s 17ms/step >100, 182/693, d1=0.216, d2=0.136 g=3.298 2/2 [==============================] - 0s 17ms/step >100, 183/693, d1=0.285, d2=0.110 g=3.309 2/2 [==============================] - 0s 16ms/step >100, 184/693, d1=0.180, d2=0.198 g=3.182 2/2 [==============================] - 0s 17ms/step >100, 185/693, d1=0.296, d2=0.308 g=3.341 2/2 [==============================] - 0s 17ms/step >100, 186/693, d1=0.293, d2=0.093 g=3.383 2/2 [==============================] - 0s 16ms/step >100, 187/693, d1=0.214, d2=0.190 g=3.144 2/2 [==============================] - 0s 17ms/step >100, 188/693, d1=0.164, d2=0.251 g=3.386 2/2 [==============================] - 0s 16ms/step >100, 189/693, d1=0.440, d2=0.271 g=3.449 2/2 [==============================] - 0s 17ms/step >100, 190/693, d1=0.314, d2=0.230 g=3.812 2/2 [==============================] - 0s 17ms/step >100, 191/693, d1=0.388, d2=0.131 g=2.821 2/2 [==============================] - 0s 17ms/step >100, 192/693, d1=0.238, d2=0.262 g=3.195 2/2 [==============================] - 0s 16ms/step >100, 193/693, d1=0.138, d2=0.211 g=3.636 2/2 [==============================] - 0s 16ms/step >100, 194/693, d1=0.194, d2=0.146 g=3.869 2/2 [==============================] - 0s 17ms/step >100, 195/693, d1=0.429, d2=0.107 g=3.038 2/2 [==============================] - 0s 17ms/step >100, 196/693, d1=0.291, d2=0.240 g=3.001 2/2 [==============================] - 0s 17ms/step >100, 197/693, d1=0.270, d2=0.150 g=3.062 2/2 [==============================] - 0s 16ms/step >100, 198/693, d1=0.199, d2=0.242 g=3.213 2/2 [==============================] - 0s 16ms/step >100, 199/693, d1=0.324, d2=0.146 g=3.226 2/2 [==============================] - 0s 17ms/step >100, 200/693, d1=0.147, d2=0.180 g=3.395 2/2 [==============================] - 0s 16ms/step >100, 201/693, d1=0.338, d2=0.272 g=3.617 2/2 [==============================] - 0s 16ms/step >100, 202/693, d1=0.178, d2=0.084 g=3.641 2/2 [==============================] - 0s 17ms/step >100, 203/693, d1=0.540, d2=0.208 g=3.014 2/2 [==============================] - 0s 16ms/step >100, 204/693, d1=0.182, d2=0.228 g=3.331 2/2 [==============================] - 0s 17ms/step >100, 205/693, d1=0.207, d2=0.121 g=3.096 2/2 [==============================] - 0s 16ms/step >100, 206/693, d1=0.336, d2=0.243 g=3.069 2/2 [==============================] - 0s 17ms/step >100, 207/693, d1=0.282, d2=0.178 g=2.942 2/2 [==============================] - 0s 16ms/step >100, 208/693, d1=0.215, d2=0.179 g=2.924 2/2 [==============================] - 0s 17ms/step >100, 209/693, d1=0.141, d2=0.207 g=3.287 2/2 [==============================] - 0s 16ms/step >100, 210/693, d1=0.249, d2=0.152 g=3.332 2/2 [==============================] - 0s 16ms/step >100, 211/693, d1=0.423, d2=0.286 g=3.259 2/2 [==============================] - 0s 16ms/step >100, 212/693, d1=0.153, d2=0.114 g=3.324 2/2 [==============================] - 0s 17ms/step >100, 213/693, d1=0.214, d2=0.296 g=3.256 2/2 [==============================] - 0s 16ms/step >100, 214/693, d1=0.260, d2=0.197 g=3.424 2/2 [==============================] - 0s 16ms/step >100, 215/693, d1=0.176, d2=0.101 g=3.511 2/2 [==============================] - 0s 17ms/step >100, 216/693, d1=0.361, d2=0.102 g=3.035 2/2 [==============================] - 0s 16ms/step >100, 217/693, d1=0.162, d2=0.241 g=3.481 2/2 [==============================] - 0s 17ms/step >100, 218/693, d1=0.103, d2=0.117 g=3.527 2/2 [==============================] - 0s 16ms/step >100, 219/693, d1=0.355, d2=0.172 g=3.055 2/2 [==============================] - 0s 17ms/step >100, 220/693, d1=0.143, d2=0.245 g=3.198 2/2 [==============================] - 0s 18ms/step >100, 221/693, d1=0.227, d2=0.112 g=2.950 2/2 [==============================] - 0s 18ms/step >100, 222/693, d1=0.197, d2=0.166 g=3.127 2/2 [==============================] - 0s 17ms/step >100, 223/693, d1=0.126, d2=0.171 g=3.282 2/2 [==============================] - 0s 17ms/step >100, 224/693, d1=0.285, d2=0.174 g=3.012 2/2 [==============================] - 0s 16ms/step >100, 225/693, d1=0.191, d2=0.160 g=3.014 2/2 [==============================] - 0s 16ms/step >100, 226/693, d1=0.238, d2=0.234 g=3.546 2/2 [==============================] - 0s 17ms/step >100, 227/693, d1=0.235, d2=0.197 g=3.289 2/2 [==============================] - 0s 16ms/step >100, 228/693, d1=0.290, d2=0.162 g=2.902 2/2 [==============================] - 0s 17ms/step >100, 229/693, d1=0.178, d2=0.206 g=3.424 2/2 [==============================] - 0s 16ms/step >100, 230/693, d1=0.287, d2=0.174 g=3.600 2/2 [==============================] - 0s 17ms/step >100, 231/693, d1=0.278, d2=0.185 g=2.981 2/2 [==============================] - 0s 16ms/step >100, 232/693, d1=0.134, d2=0.144 g=3.357 2/2 [==============================] - 0s 18ms/step >100, 233/693, d1=0.372, d2=0.191 g=3.570 2/2 [==============================] - 0s 17ms/step >100, 234/693, d1=0.254, d2=0.238 g=3.399 2/2 [==============================] - 0s 17ms/step >100, 235/693, d1=0.147, d2=0.108 g=3.287 2/2 [==============================] - 0s 17ms/step >100, 236/693, d1=0.152, d2=0.101 g=3.208 2/2 [==============================] - 0s 17ms/step >100, 237/693, d1=0.113, d2=0.232 g=3.378 2/2 [==============================] - 0s 17ms/step >100, 238/693, d1=0.384, d2=0.278 g=3.666 2/2 [==============================] - 0s 15ms/step >100, 239/693, d1=0.339, d2=0.138 g=2.970 2/2 [==============================] - 0s 17ms/step >100, 240/693, d1=0.317, d2=0.214 g=3.103 2/2 [==============================] - 0s 16ms/step >100, 241/693, d1=0.220, d2=0.120 g=3.214 2/2 [==============================] - 0s 17ms/step >100, 242/693, d1=0.307, d2=0.217 g=3.143 2/2 [==============================] - 0s 16ms/step >100, 243/693, d1=0.104, d2=0.187 g=2.823 2/2 [==============================] - 0s 17ms/step >100, 244/693, d1=0.238, d2=0.234 g=3.497 2/2 [==============================] - 0s 17ms/step >100, 245/693, d1=0.371, d2=0.212 g=3.275 2/2 [==============================] - 0s 17ms/step >100, 246/693, d1=0.253, d2=0.137 g=3.059 2/2 [==============================] - 0s 17ms/step >100, 247/693, d1=0.235, d2=0.235 g=3.221 2/2 [==============================] - 0s 17ms/step >100, 248/693, d1=0.177, d2=0.179 g=3.197 2/2 [==============================] - 0s 16ms/step >100, 249/693, d1=0.288, d2=0.137 g=3.237 2/2 [==============================] - 0s 18ms/step >100, 250/693, d1=0.282, d2=0.169 g=3.217 2/2 [==============================] - 0s 16ms/step >100, 251/693, d1=0.161, d2=0.117 g=3.114 2/2 [==============================] - 0s 17ms/step >100, 252/693, d1=0.353, d2=0.258 g=2.861 2/2 [==============================] - 0s 16ms/step >100, 253/693, d1=0.116, d2=0.380 g=3.561 2/2 [==============================] - 0s 17ms/step >100, 254/693, d1=0.309, d2=0.102 g=3.653 2/2 [==============================] - 0s 16ms/step >100, 255/693, d1=0.341, d2=0.308 g=3.388 2/2 [==============================] - 0s 17ms/step >100, 256/693, d1=0.242, d2=0.152 g=3.636 2/2 [==============================] - 0s 18ms/step >100, 257/693, d1=0.271, d2=0.191 g=3.339 2/2 [==============================] - 0s 16ms/step >100, 258/693, d1=0.228, d2=0.071 g=3.301 2/2 [==============================] - 0s 17ms/step >100, 259/693, d1=0.331, d2=0.289 g=3.071 2/2 [==============================] - 0s 20ms/step >100, 260/693, d1=0.220, d2=0.194 g=3.066 2/2 [==============================] - 0s 17ms/step >100, 261/693, d1=0.194, d2=0.155 g=3.474 2/2 [==============================] - 0s 17ms/step >100, 262/693, d1=0.370, d2=0.160 g=2.948 2/2 [==============================] - 0s 16ms/step >100, 263/693, d1=0.283, d2=0.222 g=3.061 2/2 [==============================] - 0s 17ms/step >100, 264/693, d1=0.224, d2=0.151 g=3.328 2/2 [==============================] - 0s 18ms/step >100, 265/693, d1=0.278, d2=0.181 g=3.057 2/2 [==============================] - 0s 16ms/step >100, 266/693, d1=0.285, d2=0.246 g=3.391 2/2 [==============================] - 0s 17ms/step >100, 267/693, d1=0.125, d2=0.145 g=3.694 2/2 [==============================] - 0s 17ms/step >100, 268/693, d1=0.349, d2=0.178 g=3.155 2/2 [==============================] - 0s 16ms/step >100, 269/693, d1=0.302, d2=0.159 g=2.988 2/2 [==============================] - 0s 16ms/step >100, 270/693, d1=0.197, d2=0.409 g=3.503 2/2 [==============================] - 0s 17ms/step >100, 271/693, d1=0.356, d2=0.143 g=2.951 2/2 [==============================] - 0s 17ms/step >100, 272/693, d1=0.279, d2=0.185 g=2.807 2/2 [==============================] - 0s 17ms/step >100, 273/693, d1=0.132, d2=0.215 g=3.167 2/2 [==============================] - 0s 16ms/step >100, 274/693, d1=0.271, d2=0.143 g=3.376 2/2 [==============================] - 0s 17ms/step >100, 275/693, d1=0.288, d2=0.272 g=3.741 2/2 [==============================] - 0s 16ms/step >100, 276/693, d1=0.284, d2=0.191 g=3.603 2/2 [==============================] - 0s 17ms/step >100, 277/693, d1=0.243, d2=0.095 g=3.374 2/2 [==============================] - 0s 17ms/step >100, 278/693, d1=0.201, d2=0.260 g=3.240 2/2 [==============================] - 0s 15ms/step >100, 279/693, d1=0.275, d2=0.172 g=3.377 2/2 [==============================] - 0s 17ms/step >100, 280/693, d1=0.256, d2=0.233 g=3.297 2/2 [==============================] - 0s 16ms/step >100, 281/693, d1=0.226, d2=0.095 g=3.440 2/2 [==============================] - 0s 17ms/step >100, 282/693, d1=0.122, d2=0.171 g=3.678 2/2 [==============================] - 0s 16ms/step >100, 283/693, d1=0.491, d2=0.131 g=2.925 2/2 [==============================] - 0s 16ms/step >100, 284/693, d1=0.258, d2=0.180 g=2.993 2/2 [==============================] - 0s 18ms/step >100, 285/693, d1=0.164, d2=0.185 g=3.078 2/2 [==============================] - 0s 16ms/step >100, 286/693, d1=0.202, d2=0.265 g=3.381 2/2 [==============================] - 0s 16ms/step >100, 287/693, d1=0.310, d2=0.174 g=3.545 2/2 [==============================] - 0s 16ms/step >100, 288/693, d1=0.300, d2=0.136 g=3.154 2/2 [==============================] - 0s 16ms/step >100, 289/693, d1=0.315, d2=0.217 g=2.934 2/2 [==============================] - 0s 16ms/step >100, 290/693, d1=0.153, d2=0.171 g=3.202 2/2 [==============================] - 0s 17ms/step >100, 291/693, d1=0.237, d2=0.171 g=3.191 2/2 [==============================] - 0s 17ms/step >100, 292/693, d1=0.380, d2=0.214 g=3.291 2/2 [==============================] - 0s 17ms/step >100, 293/693, d1=0.189, d2=0.161 g=3.284 2/2 [==============================] - 0s 17ms/step >100, 294/693, d1=0.253, d2=0.166 g=3.327 2/2 [==============================] - 0s 17ms/step >100, 295/693, d1=0.268, d2=0.218 g=3.252 2/2 [==============================] - 0s 16ms/step >100, 296/693, d1=0.224, d2=0.187 g=3.428 2/2 [==============================] - 0s 17ms/step >100, 297/693, d1=0.287, d2=0.184 g=3.191 2/2 [==============================] - 0s 17ms/step >100, 298/693, d1=0.187, d2=0.230 g=3.314 2/2 [==============================] - 0s 17ms/step >100, 299/693, d1=0.340, d2=0.193 g=3.599 2/2 [==============================] - 0s 16ms/step >100, 300/693, d1=0.279, d2=0.199 g=3.517 2/2 [==============================] - 0s 16ms/step >100, 301/693, d1=0.178, d2=0.139 g=3.634 2/2 [==============================] - 0s 17ms/step >100, 302/693, d1=0.331, d2=0.183 g=3.249 2/2 [==============================] - 0s 17ms/step >100, 303/693, d1=0.342, d2=0.221 g=3.154 2/2 [==============================] - 0s 16ms/step >100, 304/693, d1=0.284, d2=0.197 g=2.892 2/2 [==============================] - 0s 17ms/step >100, 305/693, d1=0.343, d2=0.248 g=3.019 2/2 [==============================] - 0s 17ms/step >100, 306/693, d1=0.400, d2=0.291 g=2.814 2/2 [==============================] - 0s 16ms/step >100, 307/693, d1=0.122, d2=0.201 g=3.671 2/2 [==============================] - 0s 16ms/step >100, 308/693, d1=0.418, d2=0.131 g=3.280 2/2 [==============================] - 0s 17ms/step >100, 309/693, d1=0.406, d2=0.231 g=3.081 2/2 [==============================] - 0s 19ms/step >100, 310/693, d1=0.266, d2=0.134 g=2.842 2/2 [==============================] - 0s 16ms/step >100, 311/693, d1=0.303, d2=0.272 g=2.929 2/2 [==============================] - 0s 17ms/step >100, 312/693, d1=0.194, d2=0.107 g=3.519 2/2 [==============================] - 0s 17ms/step >100, 313/693, d1=0.200, d2=0.108 g=3.251 2/2 [==============================] - 0s 17ms/step >100, 314/693, d1=0.084, d2=0.226 g=3.370 2/2 [==============================] - 0s 18ms/step >100, 315/693, d1=0.113, d2=0.103 g=3.446 2/2 [==============================] - 0s 16ms/step >100, 316/693, d1=0.512, d2=0.270 g=3.054 2/2 [==============================] - 0s 17ms/step >100, 317/693, d1=0.229, d2=0.164 g=3.032 2/2 [==============================] - 0s 17ms/step >100, 318/693, d1=0.226, d2=0.200 g=3.160 2/2 [==============================] - 0s 16ms/step >100, 319/693, d1=0.196, d2=0.165 g=3.260 2/2 [==============================] - 0s 17ms/step >100, 320/693, d1=0.266, d2=0.113 g=3.282 2/2 [==============================] - 0s 16ms/step >100, 321/693, d1=0.146, d2=0.188 g=3.233 2/2 [==============================] - 0s 16ms/step >100, 322/693, d1=0.231, d2=0.199 g=3.298 2/2 [==============================] - 0s 16ms/step >100, 323/693, d1=0.195, d2=0.128 g=3.428 2/2 [==============================] - 0s 17ms/step >100, 324/693, d1=0.322, d2=0.255 g=3.195 2/2 [==============================] - 0s 16ms/step >100, 325/693, d1=0.520, d2=0.196 g=3.187 2/2 [==============================] - 0s 17ms/step >100, 326/693, d1=0.169, d2=0.342 g=2.784 2/2 [==============================] - 0s 16ms/step >100, 327/693, d1=0.259, d2=0.200 g=2.871 2/2 [==============================] - 0s 17ms/step >100, 328/693, d1=0.273, d2=0.225 g=3.172 2/2 [==============================] - 0s 17ms/step >100, 329/693, d1=0.176, d2=0.150 g=3.278 2/2 [==============================] - 0s 17ms/step >100, 330/693, d1=0.230, d2=0.245 g=3.128 2/2 [==============================] - 0s 17ms/step >100, 331/693, d1=0.227, d2=0.149 g=3.339 2/2 [==============================] - 0s 17ms/step >100, 332/693, d1=0.262, d2=0.175 g=3.345 2/2 [==============================] - 0s 17ms/step >100, 333/693, d1=0.305, d2=0.187 g=3.307 2/2 [==============================] - 0s 17ms/step >100, 334/693, d1=0.152, d2=0.311 g=3.879 2/2 [==============================] - 0s 17ms/step >100, 335/693, d1=0.313, d2=0.146 g=3.396 2/2 [==============================] - 0s 18ms/step >100, 336/693, d1=0.284, d2=0.107 g=2.978 2/2 [==============================] - 0s 17ms/step >100, 337/693, d1=0.178, d2=0.179 g=3.164 2/2 [==============================] - 0s 17ms/step >100, 338/693, d1=0.276, d2=0.159 g=3.103 2/2 [==============================] - 0s 16ms/step >100, 339/693, d1=0.101, d2=0.219 g=3.115 2/2 [==============================] - 0s 16ms/step >100, 340/693, d1=0.417, d2=0.279 g=3.005 2/2 [==============================] - 0s 17ms/step >100, 341/693, d1=0.212, d2=0.291 g=3.563 2/2 [==============================] - 0s 17ms/step >100, 342/693, d1=0.296, d2=0.189 g=3.372 2/2 [==============================] - 0s 16ms/step >100, 343/693, d1=0.293, d2=0.122 g=2.760 2/2 [==============================] - 0s 17ms/step >100, 344/693, d1=0.122, d2=0.300 g=3.088 2/2 [==============================] - 0s 17ms/step >100, 345/693, d1=0.174, d2=0.121 g=3.708 2/2 [==============================] - 0s 16ms/step >100, 346/693, d1=0.459, d2=0.159 g=3.281 2/2 [==============================] - 0s 17ms/step >100, 347/693, d1=0.406, d2=0.225 g=2.922 2/2 [==============================] - 0s 17ms/step >100, 348/693, d1=0.148, d2=0.171 g=3.263 2/2 [==============================] - 0s 17ms/step >100, 349/693, d1=0.280, d2=0.217 g=3.313 2/2 [==============================] - 0s 15ms/step >100, 350/693, d1=0.282, d2=0.157 g=2.960 2/2 [==============================] - 0s 17ms/step >100, 351/693, d1=0.105, d2=0.164 g=3.126 2/2 [==============================] - 0s 17ms/step >100, 352/693, d1=0.334, d2=0.190 g=3.172 2/2 [==============================] - 0s 17ms/step >100, 353/693, d1=0.235, d2=0.125 g=3.172 2/2 [==============================] - 0s 16ms/step >100, 354/693, d1=0.154, d2=0.161 g=3.357 2/2 [==============================] - 0s 16ms/step >100, 355/693, d1=0.315, d2=0.187 g=3.398 2/2 [==============================] - 0s 16ms/step >100, 356/693, d1=0.193, d2=0.176 g=3.437 2/2 [==============================] - 0s 17ms/step >100, 357/693, d1=0.347, d2=0.190 g=3.300 2/2 [==============================] - 0s 17ms/step >100, 358/693, d1=0.357, d2=0.197 g=2.884 2/2 [==============================] - 0s 17ms/step >100, 359/693, d1=0.241, d2=0.208 g=3.081 2/2 [==============================] - 0s 16ms/step >100, 360/693, d1=0.342, d2=0.306 g=3.115 2/2 [==============================] - 0s 17ms/step >100, 361/693, d1=0.180, d2=0.151 g=3.554 2/2 [==============================] - 0s 17ms/step >100, 362/693, d1=0.234, d2=0.157 g=3.457 2/2 [==============================] - 0s 17ms/step >100, 363/693, d1=0.294, d2=0.161 g=3.027 2/2 [==============================] - 0s 17ms/step >100, 364/693, d1=0.156, d2=0.206 g=3.810 2/2 [==============================] - 0s 15ms/step >100, 365/693, d1=0.209, d2=0.125 g=3.562 2/2 [==============================] - 0s 17ms/step >100, 366/693, d1=0.249, d2=0.098 g=3.079 2/2 [==============================] - 0s 17ms/step >100, 367/693, d1=0.130, d2=0.183 g=3.355 2/2 [==============================] - 0s 17ms/step >100, 368/693, d1=0.233, d2=0.224 g=3.298 2/2 [==============================] - 0s 16ms/step >100, 369/693, d1=0.147, d2=0.205 g=3.453 2/2 [==============================] - 0s 17ms/step >100, 370/693, d1=0.271, d2=0.107 g=3.362 2/2 [==============================] - 0s 17ms/step >100, 371/693, d1=0.270, d2=0.150 g=3.049 2/2 [==============================] - 0s 17ms/step >100, 372/693, d1=0.268, d2=0.477 g=3.894 2/2 [==============================] - 0s 17ms/step >100, 373/693, d1=0.260, d2=0.158 g=3.832 2/2 [==============================] - 0s 16ms/step >100, 374/693, d1=0.241, d2=0.135 g=4.025 2/2 [==============================] - 0s 16ms/step >100, 375/693, d1=0.296, d2=0.123 g=3.624 2/2 [==============================] - 0s 16ms/step >100, 376/693, d1=0.405, d2=0.246 g=2.971 2/2 [==============================] - 0s 17ms/step >100, 377/693, d1=0.284, d2=0.324 g=3.016 2/2 [==============================] - 0s 16ms/step >100, 378/693, d1=0.209, d2=0.219 g=3.275 2/2 [==============================] - 0s 16ms/step >100, 379/693, d1=0.248, d2=0.105 g=3.531 2/2 [==============================] - 0s 17ms/step >100, 380/693, d1=0.149, d2=0.149 g=3.361 2/2 [==============================] - 0s 17ms/step >100, 381/693, d1=0.408, d2=0.114 g=3.061 2/2 [==============================] - 0s 15ms/step >100, 382/693, d1=0.247, d2=0.291 g=3.353 2/2 [==============================] - 0s 17ms/step >100, 383/693, d1=0.132, d2=0.088 g=3.316 2/2 [==============================] - 0s 16ms/step >100, 384/693, d1=0.332, d2=0.257 g=3.165 2/2 [==============================] - 0s 17ms/step >100, 385/693, d1=0.263, d2=0.190 g=3.063 2/2 [==============================] - 0s 18ms/step >100, 386/693, d1=0.211, d2=0.182 g=3.053 2/2 [==============================] - 0s 16ms/step >100, 387/693, d1=0.228, d2=0.144 g=3.325 2/2 [==============================] - 0s 16ms/step >100, 388/693, d1=0.266, d2=0.106 g=2.884 2/2 [==============================] - 0s 16ms/step >100, 389/693, d1=0.129, d2=0.195 g=2.830 2/2 [==============================] - 0s 18ms/step >100, 390/693, d1=0.111, d2=0.236 g=3.231 2/2 [==============================] - 0s 16ms/step >100, 391/693, d1=0.424, d2=0.140 g=3.330 2/2 [==============================] - 0s 18ms/step >100, 392/693, d1=0.359, d2=0.236 g=2.918 2/2 [==============================] - 0s 16ms/step >100, 393/693, d1=0.109, d2=0.197 g=3.355 2/2 [==============================] - 0s 16ms/step >100, 394/693, d1=0.225, d2=0.140 g=3.604 2/2 [==============================] - 0s 17ms/step >100, 395/693, d1=0.291, d2=0.320 g=3.750 2/2 [==============================] - 0s 17ms/step >100, 396/693, d1=0.302, d2=0.092 g=2.967 2/2 [==============================] - 0s 17ms/step >100, 397/693, d1=0.195, d2=0.224 g=3.247 2/2 [==============================] - 0s 19ms/step >100, 398/693, d1=0.194, d2=0.217 g=3.181 2/2 [==============================] - 0s 16ms/step >100, 399/693, d1=0.219, d2=0.202 g=3.380 2/2 [==============================] - 0s 18ms/step >100, 400/693, d1=0.272, d2=0.174 g=3.565 2/2 [==============================] - 0s 16ms/step >100, 401/693, d1=0.326, d2=0.164 g=3.198 2/2 [==============================] - 0s 19ms/step >100, 402/693, d1=0.339, d2=0.140 g=3.278 2/2 [==============================] - 0s 17ms/step >100, 403/693, d1=0.308, d2=0.293 g=3.039 2/2 [==============================] - 0s 19ms/step >100, 404/693, d1=0.134, d2=0.211 g=3.433 2/2 [==============================] - 0s 16ms/step >100, 405/693, d1=0.494, d2=0.187 g=3.158 2/2 [==============================] - 0s 16ms/step >100, 406/693, d1=0.227, d2=0.169 g=3.019 2/2 [==============================] - 0s 18ms/step >100, 407/693, d1=0.171, d2=0.129 g=2.950 2/2 [==============================] - 0s 17ms/step >100, 408/693, d1=0.324, d2=0.098 g=2.938 2/2 [==============================] - 0s 17ms/step >100, 409/693, d1=0.164, d2=0.224 g=3.168 2/2 [==============================] - 0s 16ms/step >100, 410/693, d1=0.185, d2=0.163 g=3.322 2/2 [==============================] - 0s 17ms/step >100, 411/693, d1=0.176, d2=0.219 g=3.395 2/2 [==============================] - 0s 16ms/step >100, 412/693, d1=0.297, d2=0.207 g=2.970 2/2 [==============================] - 0s 16ms/step >100, 413/693, d1=0.229, d2=0.188 g=3.111 2/2 [==============================] - 0s 16ms/step >100, 414/693, d1=0.175, d2=0.114 g=3.348 2/2 [==============================] - 0s 18ms/step >100, 415/693, d1=0.160, d2=0.104 g=3.653 2/2 [==============================] - 0s 16ms/step >100, 416/693, d1=0.233, d2=0.113 g=3.162 2/2 [==============================] - 0s 17ms/step >100, 417/693, d1=0.277, d2=0.217 g=3.017 2/2 [==============================] - 0s 16ms/step >100, 418/693, d1=0.201, d2=0.126 g=2.900 2/2 [==============================] - 0s 19ms/step >100, 419/693, d1=0.238, d2=0.364 g=3.240 2/2 [==============================] - 0s 17ms/step >100, 420/693, d1=0.201, d2=0.139 g=3.520 2/2 [==============================] - 0s 16ms/step >100, 421/693, d1=0.119, d2=0.157 g=3.787 2/2 [==============================] - 0s 17ms/step >100, 422/693, d1=0.262, d2=0.264 g=3.851 2/2 [==============================] - 0s 18ms/step >100, 423/693, d1=0.323, d2=0.092 g=3.494 2/2 [==============================] - 0s 17ms/step >100, 424/693, d1=0.208, d2=0.106 g=3.144 2/2 [==============================] - 0s 17ms/step >100, 425/693, d1=0.242, d2=0.322 g=3.046 2/2 [==============================] - 0s 20ms/step >100, 426/693, d1=0.259, d2=0.363 g=3.585 2/2 [==============================] - 0s 17ms/step >100, 427/693, d1=0.523, d2=0.159 g=2.985 2/2 [==============================] - 0s 17ms/step >100, 428/693, d1=0.248, d2=0.154 g=3.094 2/2 [==============================] - 0s 16ms/step >100, 429/693, d1=0.238, d2=0.434 g=3.666 2/2 [==============================] - 0s 17ms/step >100, 430/693, d1=0.447, d2=0.185 g=3.265 2/2 [==============================] - 0s 17ms/step >100, 431/693, d1=0.392, d2=0.114 g=3.152 2/2 [==============================] - 0s 16ms/step >100, 432/693, d1=0.273, d2=0.173 g=3.217 2/2 [==============================] - 0s 17ms/step >100, 433/693, d1=0.259, d2=0.265 g=3.349 2/2 [==============================] - 0s 17ms/step >100, 434/693, d1=0.164, d2=0.255 g=3.776 2/2 [==============================] - 0s 16ms/step >100, 435/693, d1=0.364, d2=0.152 g=3.602 2/2 [==============================] - 0s 17ms/step >100, 436/693, d1=0.216, d2=0.141 g=3.104 2/2 [==============================] - 0s 16ms/step >100, 437/693, d1=0.317, d2=0.201 g=2.936 2/2 [==============================] - 0s 17ms/step >100, 438/693, d1=0.134, d2=0.216 g=3.285 2/2 [==============================] - 0s 16ms/step >100, 439/693, d1=0.335, d2=0.160 g=2.929 2/2 [==============================] - 0s 17ms/step >100, 440/693, d1=0.353, d2=0.206 g=3.072 2/2 [==============================] - 0s 16ms/step >100, 441/693, d1=0.301, d2=0.223 g=3.328 2/2 [==============================] - 0s 17ms/step >100, 442/693, d1=0.248, d2=0.188 g=3.227 2/2 [==============================] - 0s 16ms/step >100, 443/693, d1=0.175, d2=0.130 g=3.275 2/2 [==============================] - 0s 17ms/step >100, 444/693, d1=0.458, d2=0.248 g=2.894 2/2 [==============================] - 0s 17ms/step >100, 445/693, d1=0.243, d2=0.129 g=3.411 2/2 [==============================] - 0s 16ms/step >100, 446/693, d1=0.245, d2=0.277 g=3.378 2/2 [==============================] - 0s 16ms/step >100, 447/693, d1=0.343, d2=0.156 g=3.096 2/2 [==============================] - 0s 18ms/step >100, 448/693, d1=0.228, d2=0.227 g=3.405 2/2 [==============================] - 0s 17ms/step >100, 449/693, d1=0.460, d2=0.287 g=3.387 2/2 [==============================] - 0s 16ms/step >100, 450/693, d1=0.363, d2=0.160 g=2.988 2/2 [==============================] - 0s 17ms/step >100, 451/693, d1=0.304, d2=0.267 g=3.224 2/2 [==============================] - 0s 17ms/step >100, 452/693, d1=0.333, d2=0.136 g=3.181 2/2 [==============================] - 0s 16ms/step >100, 453/693, d1=0.261, d2=0.268 g=2.879 2/2 [==============================] - 0s 17ms/step >100, 454/693, d1=0.228, d2=0.238 g=2.968 2/2 [==============================] - 0s 16ms/step >100, 455/693, d1=0.195, d2=0.141 g=2.994 2/2 [==============================] - 0s 16ms/step >100, 456/693, d1=0.260, d2=0.265 g=3.261 2/2 [==============================] - 0s 17ms/step >100, 457/693, d1=0.225, d2=0.350 g=3.490 2/2 [==============================] - 0s 16ms/step >100, 458/693, d1=0.202, d2=0.136 g=3.587 2/2 [==============================] - 0s 17ms/step >100, 459/693, d1=0.377, d2=0.092 g=2.996 2/2 [==============================] - 0s 17ms/step >100, 460/693, d1=0.197, d2=0.174 g=2.693 2/2 [==============================] - 0s 16ms/step >100, 461/693, d1=0.239, d2=0.248 g=2.825 2/2 [==============================] - 0s 17ms/step >100, 462/693, d1=0.131, d2=0.131 g=3.121 2/2 [==============================] - 0s 17ms/step >100, 463/693, d1=0.276, d2=0.145 g=3.055 2/2 [==============================] - 0s 18ms/step >100, 464/693, d1=0.196, d2=0.327 g=3.273 2/2 [==============================] - 0s 17ms/step >100, 465/693, d1=0.240, d2=0.159 g=3.464 2/2 [==============================] - 0s 16ms/step >100, 466/693, d1=0.359, d2=0.200 g=3.273 2/2 [==============================] - 0s 17ms/step >100, 467/693, d1=0.297, d2=0.232 g=3.541 2/2 [==============================] - 0s 16ms/step >100, 468/693, d1=0.463, d2=0.217 g=2.959 2/2 [==============================] - 0s 17ms/step >100, 469/693, d1=0.299, d2=0.207 g=2.945 2/2 [==============================] - 0s 17ms/step >100, 470/693, d1=0.267, d2=0.179 g=3.043 2/2 [==============================] - 0s 16ms/step >100, 471/693, d1=0.359, d2=0.333 g=3.164 2/2 [==============================] - 0s 17ms/step >100, 472/693, d1=0.250, d2=0.219 g=2.894 2/2 [==============================] - 0s 16ms/step >100, 473/693, d1=0.396, d2=0.125 g=3.306 2/2 [==============================] - 0s 17ms/step >100, 474/693, d1=0.175, d2=0.115 g=2.804 2/2 [==============================] - 0s 16ms/step >100, 475/693, d1=0.229, d2=0.228 g=3.115 2/2 [==============================] - 0s 16ms/step >100, 476/693, d1=0.240, d2=0.178 g=2.935 2/2 [==============================] - 0s 16ms/step >100, 477/693, d1=0.312, d2=0.229 g=3.238 2/2 [==============================] - 0s 17ms/step >100, 478/693, d1=0.179, d2=0.162 g=3.360 2/2 [==============================] - 0s 16ms/step >100, 479/693, d1=0.302, d2=0.115 g=3.053 2/2 [==============================] - 0s 17ms/step >100, 480/693, d1=0.172, d2=0.166 g=2.856 2/2 [==============================] - 0s 17ms/step >100, 481/693, d1=0.168, d2=0.230 g=2.912 2/2 [==============================] - 0s 17ms/step >100, 482/693, d1=0.330, d2=0.151 g=3.011 2/2 [==============================] - 0s 17ms/step >100, 483/693, d1=0.116, d2=0.158 g=3.352 2/2 [==============================] - 0s 17ms/step >100, 484/693, d1=0.094, d2=0.127 g=3.471 2/2 [==============================] - 0s 16ms/step >100, 485/693, d1=0.325, d2=0.250 g=3.859 2/2 [==============================] - 0s 17ms/step >100, 486/693, d1=0.485, d2=0.110 g=3.319 2/2 [==============================] - 0s 17ms/step >100, 487/693, d1=0.275, d2=0.197 g=2.968 2/2 [==============================] - 0s 16ms/step >100, 488/693, d1=0.100, d2=0.340 g=3.441 2/2 [==============================] - 0s 17ms/step >100, 489/693, d1=0.168, d2=0.074 g=3.524 2/2 [==============================] - 0s 16ms/step >100, 490/693, d1=0.252, d2=0.116 g=3.271 2/2 [==============================] - 0s 17ms/step >100, 491/693, d1=0.217, d2=0.227 g=3.600 2/2 [==============================] - 0s 16ms/step >100, 492/693, d1=0.338, d2=0.114 g=3.290 2/2 [==============================] - 0s 18ms/step >100, 493/693, d1=0.236, d2=0.188 g=3.018 2/2 [==============================] - 0s 17ms/step >100, 494/693, d1=0.298, d2=0.152 g=2.656 2/2 [==============================] - 0s 17ms/step >100, 495/693, d1=0.192, d2=0.325 g=3.480 2/2 [==============================] - 0s 16ms/step >100, 496/693, d1=0.299, d2=0.205 g=3.350 2/2 [==============================] - 0s 17ms/step >100, 497/693, d1=0.365, d2=0.272 g=3.134 2/2 [==============================] - 0s 16ms/step >100, 498/693, d1=0.318, d2=0.164 g=2.913 2/2 [==============================] - 0s 16ms/step >100, 499/693, d1=0.171, d2=0.186 g=3.180 2/2 [==============================] - 0s 17ms/step >100, 500/693, d1=0.238, d2=0.133 g=3.262 2/2 [==============================] - 0s 16ms/step >100, 501/693, d1=0.335, d2=0.116 g=2.806 2/2 [==============================] - 0s 17ms/step >100, 502/693, d1=0.205, d2=0.235 g=2.911 2/2 [==============================] - 0s 15ms/step >100, 503/693, d1=0.176, d2=0.171 g=3.202 2/2 [==============================] - 0s 17ms/step >100, 504/693, d1=0.108, d2=0.329 g=3.566 2/2 [==============================] - 0s 17ms/step >100, 505/693, d1=0.232, d2=0.117 g=3.858 2/2 [==============================] - 0s 17ms/step >100, 506/693, d1=0.358, d2=0.150 g=3.247 2/2 [==============================] - 0s 17ms/step >100, 507/693, d1=0.164, d2=0.154 g=3.274 2/2 [==============================] - 0s 17ms/step >100, 508/693, d1=0.191, d2=0.176 g=3.450 2/2 [==============================] - 0s 16ms/step >100, 509/693, d1=0.164, d2=0.082 g=3.449 2/2 [==============================] - 0s 16ms/step >100, 510/693, d1=0.247, d2=0.117 g=3.194 2/2 [==============================] - 0s 17ms/step >100, 511/693, d1=0.212, d2=0.151 g=3.211 2/2 [==============================] - 0s 16ms/step >100, 512/693, d1=0.150, d2=0.189 g=3.156 2/2 [==============================] - 0s 16ms/step >100, 513/693, d1=0.374, d2=0.348 g=3.131 2/2 [==============================] - 0s 17ms/step >100, 514/693, d1=0.300, d2=0.145 g=2.954 2/2 [==============================] - 0s 16ms/step >100, 515/693, d1=0.304, d2=0.234 g=3.342 2/2 [==============================] - 0s 17ms/step >100, 516/693, d1=0.237, d2=0.171 g=2.917 2/2 [==============================] - 0s 16ms/step >100, 517/693, d1=0.198, d2=0.287 g=3.292 2/2 [==============================] - 0s 17ms/step >100, 518/693, d1=0.188, d2=0.241 g=3.511 2/2 [==============================] - 0s 16ms/step >100, 519/693, d1=0.540, d2=0.190 g=3.238 2/2 [==============================] - 0s 17ms/step >100, 520/693, d1=0.285, d2=0.204 g=2.747 2/2 [==============================] - 0s 17ms/step >100, 521/693, d1=0.303, d2=0.181 g=2.793 2/2 [==============================] - 0s 17ms/step >100, 522/693, d1=0.197, d2=0.272 g=3.350 2/2 [==============================] - 0s 17ms/step >100, 523/693, d1=0.312, d2=0.252 g=3.394 2/2 [==============================] - 0s 17ms/step >100, 524/693, d1=0.294, d2=0.169 g=3.587 2/2 [==============================] - 0s 17ms/step >100, 525/693, d1=0.276, d2=0.133 g=2.970 2/2 [==============================] - 0s 17ms/step >100, 526/693, d1=0.252, d2=0.140 g=2.910 2/2 [==============================] - 0s 16ms/step >100, 527/693, d1=0.223, d2=0.156 g=3.008 2/2 [==============================] - 0s 17ms/step >100, 528/693, d1=0.160, d2=0.285 g=3.584 2/2 [==============================] - 0s 16ms/step >100, 529/693, d1=0.369, d2=0.109 g=3.151 2/2 [==============================] - 0s 16ms/step >100, 530/693, d1=0.228, d2=0.202 g=3.153 2/2 [==============================] - 0s 17ms/step >100, 531/693, d1=0.142, d2=0.175 g=3.276 2/2 [==============================] - 0s 17ms/step >100, 532/693, d1=0.215, d2=0.195 g=3.535 2/2 [==============================] - 0s 17ms/step >100, 533/693, d1=0.329, d2=0.254 g=3.423 2/2 [==============================] - 0s 17ms/step >100, 534/693, d1=0.260, d2=0.129 g=2.792 2/2 [==============================] - 0s 16ms/step >100, 535/693, d1=0.301, d2=0.213 g=2.966 2/2 [==============================] - 0s 17ms/step >100, 536/693, d1=0.171, d2=0.202 g=3.310 2/2 [==============================] - 0s 17ms/step >100, 537/693, d1=0.137, d2=0.177 g=3.134 2/2 [==============================] - 0s 17ms/step >100, 538/693, d1=0.339, d2=0.150 g=3.138 2/2 [==============================] - 0s 16ms/step >100, 539/693, d1=0.144, d2=0.157 g=3.606 2/2 [==============================] - 0s 17ms/step >100, 540/693, d1=0.338, d2=0.241 g=3.251 2/2 [==============================] - 0s 16ms/step >100, 541/693, d1=0.323, d2=0.151 g=3.110 2/2 [==============================] - 0s 18ms/step >100, 542/693, d1=0.328, d2=0.341 g=3.419 2/2 [==============================] - 0s 17ms/step >100, 543/693, d1=0.309, d2=0.108 g=3.019 2/2 [==============================] - 0s 16ms/step >100, 544/693, d1=0.424, d2=0.179 g=2.548 2/2 [==============================] - 0s 17ms/step >100, 545/693, d1=0.190, d2=0.289 g=2.885 2/2 [==============================] - 0s 17ms/step >100, 546/693, d1=0.132, d2=0.183 g=3.439 2/2 [==============================] - 0s 18ms/step >100, 547/693, d1=0.341, d2=0.114 g=3.182 2/2 [==============================] - 0s 16ms/step >100, 548/693, d1=0.267, d2=0.232 g=3.009 2/2 [==============================] - 0s 16ms/step >100, 549/693, d1=0.247, d2=0.251 g=3.093 2/2 [==============================] - 0s 16ms/step >100, 550/693, d1=0.361, d2=0.138 g=3.148 2/2 [==============================] - 0s 17ms/step >100, 551/693, d1=0.360, d2=0.150 g=2.674 2/2 [==============================] - 0s 17ms/step >100, 552/693, d1=0.253, d2=0.214 g=2.837 2/2 [==============================] - 0s 16ms/step >100, 553/693, d1=0.154, d2=0.202 g=3.191 2/2 [==============================] - 0s 16ms/step >100, 554/693, d1=0.188, d2=0.168 g=3.666 2/2 [==============================] - 0s 17ms/step >100, 555/693, d1=0.345, d2=0.214 g=3.436 2/2 [==============================] - 0s 17ms/step >100, 556/693, d1=0.132, d2=0.129 g=3.333 2/2 [==============================] - 0s 16ms/step >100, 557/693, d1=0.385, d2=0.162 g=2.953 2/2 [==============================] - 0s 17ms/step >100, 558/693, d1=0.364, d2=0.206 g=2.746 2/2 [==============================] - 0s 16ms/step >100, 559/693, d1=0.235, d2=0.292 g=3.028 2/2 [==============================] - 0s 17ms/step >100, 560/693, d1=0.108, d2=0.112 g=3.428 2/2 [==============================] - 0s 16ms/step >100, 561/693, d1=0.236, d2=0.090 g=2.997 2/2 [==============================] - 0s 16ms/step >100, 562/693, d1=0.175, d2=0.175 g=3.298 2/2 [==============================] - 0s 16ms/step >100, 563/693, d1=0.216, d2=0.106 g=3.051 2/2 [==============================] - 0s 17ms/step >100, 564/693, d1=0.119, d2=0.268 g=3.789 2/2 [==============================] - 0s 16ms/step >100, 565/693, d1=0.207, d2=0.085 g=3.882 2/2 [==============================] - 0s 18ms/step >100, 566/693, d1=0.234, d2=0.167 g=3.410 2/2 [==============================] - 0s 16ms/step >100, 567/693, d1=0.188, d2=0.124 g=3.396 2/2 [==============================] - 0s 17ms/step >100, 568/693, d1=0.286, d2=0.151 g=3.213 2/2 [==============================] - 0s 17ms/step >100, 569/693, d1=0.258, d2=0.193 g=3.001 2/2 [==============================] - 0s 17ms/step >100, 570/693, d1=0.173, d2=0.236 g=3.644 2/2 [==============================] - 0s 17ms/step >100, 571/693, d1=0.407, d2=0.206 g=3.144 2/2 [==============================] - 0s 16ms/step >100, 572/693, d1=0.361, d2=0.220 g=3.205 2/2 [==============================] - 0s 16ms/step >100, 573/693, d1=0.163, d2=0.186 g=3.378 2/2 [==============================] - 0s 16ms/step >100, 574/693, d1=0.383, d2=0.152 g=2.995 2/2 [==============================] - 0s 17ms/step >100, 575/693, d1=0.172, d2=0.210 g=3.359 2/2 [==============================] - 0s 17ms/step >100, 576/693, d1=0.199, d2=0.106 g=3.141 2/2 [==============================] - 0s 16ms/step >100, 577/693, d1=0.250, d2=0.147 g=3.374 2/2 [==============================] - 0s 16ms/step >100, 578/693, d1=0.333, d2=0.212 g=3.410 2/2 [==============================] - 0s 16ms/step >100, 579/693, d1=0.297, d2=0.188 g=3.309 2/2 [==============================] - 0s 16ms/step >100, 580/693, d1=0.212, d2=0.206 g=3.076 2/2 [==============================] - 0s 16ms/step >100, 581/693, d1=0.219, d2=0.215 g=3.091 2/2 [==============================] - 0s 18ms/step >100, 582/693, d1=0.238, d2=0.263 g=3.355 2/2 [==============================] - 0s 17ms/step >100, 583/693, d1=0.207, d2=0.116 g=3.611 2/2 [==============================] - 0s 17ms/step >100, 584/693, d1=0.486, d2=0.176 g=2.999 2/2 [==============================] - 0s 17ms/step >100, 585/693, d1=0.273, d2=0.224 g=3.035 2/2 [==============================] - 0s 17ms/step >100, 586/693, d1=0.284, d2=0.217 g=3.028 2/2 [==============================] - 0s 16ms/step >100, 587/693, d1=0.283, d2=0.167 g=3.148 2/2 [==============================] - 0s 16ms/step >100, 588/693, d1=0.185, d2=0.153 g=3.133 2/2 [==============================] - 0s 17ms/step >100, 589/693, d1=0.315, d2=0.217 g=3.376 2/2 [==============================] - 0s 16ms/step >100, 590/693, d1=0.234, d2=0.116 g=3.397 2/2 [==============================] - 0s 16ms/step >100, 591/693, d1=0.216, d2=0.184 g=3.300 2/2 [==============================] - 0s 16ms/step >100, 592/693, d1=0.183, d2=0.210 g=3.264 2/2 [==============================] - 0s 17ms/step >100, 593/693, d1=0.137, d2=0.168 g=3.663 2/2 [==============================] - 0s 16ms/step >100, 594/693, d1=0.174, d2=0.113 g=3.970 2/2 [==============================] - 0s 16ms/step >100, 595/693, d1=0.208, d2=0.107 g=3.560 2/2 [==============================] - 0s 17ms/step >100, 596/693, d1=0.193, d2=0.227 g=3.221 2/2 [==============================] - 0s 17ms/step >100, 597/693, d1=0.396, d2=0.173 g=3.382 2/2 [==============================] - 0s 16ms/step >100, 598/693, d1=0.191, d2=0.100 g=3.129 2/2 [==============================] - 0s 17ms/step >100, 599/693, d1=0.210, d2=0.112 g=2.906 2/2 [==============================] - 0s 18ms/step >100, 600/693, d1=0.163, d2=0.478 g=3.585 2/2 [==============================] - 0s 17ms/step >100, 601/693, d1=0.274, d2=0.134 g=3.595 2/2 [==============================] - 0s 17ms/step >100, 602/693, d1=0.244, d2=0.157 g=3.330 2/2 [==============================] - 0s 17ms/step >100, 603/693, d1=0.380, d2=0.150 g=3.048 2/2 [==============================] - 0s 17ms/step >100, 604/693, d1=0.166, d2=0.281 g=3.448 2/2 [==============================] - 0s 17ms/step >100, 605/693, d1=0.300, d2=0.215 g=3.612 2/2 [==============================] - 0s 16ms/step >100, 606/693, d1=0.251, d2=0.153 g=3.557 2/2 [==============================] - 0s 16ms/step >100, 607/693, d1=0.214, d2=0.229 g=3.831 2/2 [==============================] - 0s 17ms/step >100, 608/693, d1=0.284, d2=0.108 g=3.385 2/2 [==============================] - 0s 16ms/step >100, 609/693, d1=0.348, d2=0.195 g=3.066 2/2 [==============================] - 0s 16ms/step >100, 610/693, d1=0.236, d2=0.183 g=3.048 2/2 [==============================] - 0s 17ms/step >100, 611/693, d1=0.189, d2=0.184 g=3.466 2/2 [==============================] - 0s 17ms/step >100, 612/693, d1=0.401, d2=0.142 g=3.051 2/2 [==============================] - 0s 16ms/step >100, 613/693, d1=0.193, d2=0.230 g=3.252 2/2 [==============================] - 0s 17ms/step >100, 614/693, d1=0.144, d2=0.155 g=3.542 2/2 [==============================] - 0s 16ms/step >100, 615/693, d1=0.422, d2=0.085 g=3.179 2/2 [==============================] - 0s 17ms/step >100, 616/693, d1=0.203, d2=0.255 g=3.119 2/2 [==============================] - 0s 16ms/step >100, 617/693, d1=0.288, d2=0.173 g=3.124 2/2 [==============================] - 0s 17ms/step >100, 618/693, d1=0.194, d2=0.119 g=3.248 2/2 [==============================] - 0s 17ms/step >100, 619/693, d1=0.102, d2=0.152 g=3.352 2/2 [==============================] - 0s 17ms/step >100, 620/693, d1=0.180, d2=0.149 g=3.391 2/2 [==============================] - 0s 17ms/step >100, 621/693, d1=0.276, d2=0.100 g=3.217 2/2 [==============================] - 0s 17ms/step >100, 622/693, d1=0.199, d2=0.112 g=3.043 2/2 [==============================] - 0s 17ms/step >100, 623/693, d1=0.125, d2=0.206 g=3.294 2/2 [==============================] - 0s 16ms/step >100, 624/693, d1=0.265, d2=0.095 g=3.415 2/2 [==============================] - 0s 17ms/step >100, 625/693, d1=0.237, d2=0.186 g=3.283 2/2 [==============================] - 0s 17ms/step >100, 626/693, d1=0.230, d2=0.132 g=3.487 2/2 [==============================] - 0s 16ms/step >100, 627/693, d1=0.265, d2=0.115 g=3.260 2/2 [==============================] - 0s 17ms/step >100, 628/693, d1=0.189, d2=0.185 g=3.396 2/2 [==============================] - 0s 17ms/step >100, 629/693, d1=0.240, d2=0.106 g=3.156 2/2 [==============================] - 0s 17ms/step >100, 630/693, d1=0.291, d2=0.142 g=2.775 2/2 [==============================] - 0s 17ms/step >100, 631/693, d1=0.267, d2=0.176 g=2.840 2/2 [==============================] - 0s 17ms/step >100, 632/693, d1=0.188, d2=0.210 g=3.002 2/2 [==============================] - 0s 16ms/step >100, 633/693, d1=0.173, d2=0.191 g=3.067 2/2 [==============================] - 0s 17ms/step >100, 634/693, d1=0.284, d2=0.207 g=2.959 2/2 [==============================] - 0s 16ms/step >100, 635/693, d1=0.247, d2=0.319 g=3.443 2/2 [==============================] - 0s 17ms/step >100, 636/693, d1=0.350, d2=0.178 g=3.219 2/2 [==============================] - 0s 17ms/step >100, 637/693, d1=0.301, d2=0.204 g=3.235 2/2 [==============================] - 0s 17ms/step >100, 638/693, d1=0.259, d2=0.188 g=3.135 2/2 [==============================] - 0s 16ms/step >100, 639/693, d1=0.182, d2=0.279 g=3.310 2/2 [==============================] - 0s 16ms/step >100, 640/693, d1=0.249, d2=0.142 g=3.256 2/2 [==============================] - 0s 16ms/step >100, 641/693, d1=0.354, d2=0.183 g=3.081 2/2 [==============================] - 0s 17ms/step >100, 642/693, d1=0.198, d2=0.148 g=3.308 2/2 [==============================] - 0s 17ms/step >100, 643/693, d1=0.238, d2=0.158 g=3.380 2/2 [==============================] - 0s 17ms/step >100, 644/693, d1=0.365, d2=0.200 g=2.820 2/2 [==============================] - 0s 16ms/step >100, 645/693, d1=0.165, d2=0.453 g=3.246 2/2 [==============================] - 0s 17ms/step >100, 646/693, d1=0.233, d2=0.093 g=3.267 2/2 [==============================] - 0s 17ms/step >100, 647/693, d1=0.110, d2=0.139 g=3.279 2/2 [==============================] - 0s 16ms/step >100, 648/693, d1=0.229, d2=0.150 g=3.251 2/2 [==============================] - 0s 18ms/step >100, 649/693, d1=0.316, d2=0.245 g=3.221 2/2 [==============================] - 0s 16ms/step >100, 650/693, d1=0.253, d2=0.132 g=2.969 2/2 [==============================] - 0s 16ms/step >100, 651/693, d1=0.202, d2=0.225 g=3.297 2/2 [==============================] - 0s 16ms/step >100, 652/693, d1=0.310, d2=0.243 g=3.471 2/2 [==============================] - 0s 16ms/step >100, 653/693, d1=0.317, d2=0.237 g=3.477 2/2 [==============================] - 0s 17ms/step >100, 654/693, d1=0.306, d2=0.172 g=3.431 2/2 [==============================] - 0s 15ms/step >100, 655/693, d1=0.277, d2=0.105 g=3.626 2/2 [==============================] - 0s 17ms/step >100, 656/693, d1=0.111, d2=0.137 g=3.470 2/2 [==============================] - 0s 17ms/step >100, 657/693, d1=0.205, d2=0.133 g=3.429 2/2 [==============================] - 0s 16ms/step >100, 658/693, d1=0.224, d2=0.210 g=3.138 2/2 [==============================] - 0s 17ms/step >100, 659/693, d1=0.237, d2=0.274 g=3.891 2/2 [==============================] - 0s 16ms/step >100, 660/693, d1=0.447, d2=0.185 g=2.967 2/2 [==============================] - 0s 16ms/step >100, 661/693, d1=0.273, d2=0.204 g=2.712 2/2 [==============================] - 0s 16ms/step >100, 662/693, d1=0.174, d2=0.204 g=3.177 2/2 [==============================] - 0s 17ms/step >100, 663/693, d1=0.173, d2=0.242 g=3.795 2/2 [==============================] - 0s 17ms/step >100, 664/693, d1=0.175, d2=0.116 g=3.697 2/2 [==============================] - 0s 16ms/step >100, 665/693, d1=0.230, d2=0.091 g=3.691 2/2 [==============================] - 0s 17ms/step >100, 666/693, d1=0.292, d2=0.177 g=3.430 2/2 [==============================] - 0s 17ms/step >100, 667/693, d1=0.428, d2=0.184 g=3.570 2/2 [==============================] - 0s 17ms/step >100, 668/693, d1=0.161, d2=0.182 g=3.524 2/2 [==============================] - 0s 17ms/step >100, 669/693, d1=0.347, d2=0.134 g=3.278 2/2 [==============================] - 0s 17ms/step >100, 670/693, d1=0.127, d2=0.198 g=3.657 2/2 [==============================] - 0s 16ms/step >100, 671/693, d1=0.327, d2=0.210 g=3.149 2/2 [==============================] - 0s 17ms/step >100, 672/693, d1=0.138, d2=0.152 g=3.028 2/2 [==============================] - 0s 16ms/step >100, 673/693, d1=0.311, d2=0.173 g=3.321 2/2 [==============================] - 0s 17ms/step >100, 674/693, d1=0.110, d2=0.258 g=3.517 2/2 [==============================] - 0s 16ms/step >100, 675/693, d1=0.387, d2=0.092 g=3.103 2/2 [==============================] - 0s 16ms/step >100, 676/693, d1=0.217, d2=0.327 g=3.195 2/2 [==============================] - 0s 17ms/step >100, 677/693, d1=0.443, d2=0.123 g=3.262 2/2 [==============================] - 0s 17ms/step >100, 678/693, d1=0.114, d2=0.196 g=3.319 2/2 [==============================] - 0s 17ms/step >100, 679/693, d1=0.316, d2=0.241 g=3.175 2/2 [==============================] - 0s 17ms/step >100, 680/693, d1=0.414, d2=0.207 g=3.142 2/2 [==============================] - 0s 17ms/step >100, 681/693, d1=0.140, d2=0.297 g=3.323 2/2 [==============================] - 0s 17ms/step >100, 682/693, d1=0.430, d2=0.085 g=3.501 2/2 [==============================] - 0s 16ms/step >100, 683/693, d1=0.288, d2=0.236 g=2.925 2/2 [==============================] - 0s 17ms/step >100, 684/693, d1=0.161, d2=0.177 g=3.121 2/2 [==============================] - 0s 17ms/step >100, 685/693, d1=0.187, d2=0.211 g=3.176 2/2 [==============================] - 0s 16ms/step >100, 686/693, d1=0.401, d2=0.214 g=2.910 2/2 [==============================] - 0s 16ms/step >100, 687/693, d1=0.200, d2=0.154 g=3.003 2/2 [==============================] - 0s 18ms/step >100, 688/693, d1=0.357, d2=0.188 g=2.961 2/2 [==============================] - 0s 17ms/step >100, 689/693, d1=0.185, d2=0.131 g=3.185 2/2 [==============================] - 0s 16ms/step >100, 690/693, d1=0.134, d2=0.155 g=2.997 2/2 [==============================] - 0s 16ms/step >100, 691/693, d1=0.231, d2=0.242 g=3.279 2/2 [==============================] - 0s 17ms/step >100, 692/693, d1=0.257, d2=0.190 g=3.456 2/2 [==============================] - 0s 16ms/step >100, 693/693, d1=0.191, d2=0.103 g=2.901 5/5 [==============================] - 0s 18ms/step >Accuracy real: 92%, fake: 98% >SSIM score: 0.1176 WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model. 5/5 [==============================] - 0s 18ms/step 2/2 [==============================] - 0s 16ms/step >101, 1/693, d1=0.202, d2=0.174 g=3.275 2/2 [==============================] - 0s 17ms/step >101, 2/693, d1=0.244, d2=0.171 g=3.131 2/2 [==============================] - 0s 16ms/step >101, 3/693, d1=0.451, d2=0.188 g=2.612 2/2 [==============================] - 0s 16ms/step >101, 4/693, d1=0.222, d2=0.307 g=3.221 2/2 [==============================] - 0s 16ms/step >101, 5/693, d1=0.153, d2=0.230 g=3.449 2/2 [==============================] - 0s 16ms/step >101, 6/693, d1=0.337, d2=0.141 g=3.498 2/2 [==============================] - 0s 16ms/step >101, 7/693, d1=0.230, d2=0.180 g=3.213 2/2 [==============================] - 0s 17ms/step >101, 8/693, d1=0.253, d2=0.114 g=3.315 2/2 [==============================] - 0s 17ms/step >101, 9/693, d1=0.260, d2=0.205 g=3.353 2/2 [==============================] - 0s 17ms/step >101, 10/693, d1=0.290, d2=0.347 g=3.154 2/2 [==============================] - 0s 16ms/step >101, 11/693, d1=0.332, d2=0.120 g=3.233 2/2 [==============================] - 0s 17ms/step >101, 12/693, d1=0.253, d2=0.198 g=3.395 2/2 [==============================] - 0s 17ms/step >101, 13/693, d1=0.314, d2=0.159 g=2.987 2/2 [==============================] - 0s 17ms/step >101, 14/693, d1=0.213, d2=0.387 g=3.619 2/2 [==============================] - 0s 17ms/step >101, 15/693, d1=0.246, d2=0.090 g=3.595 2/2 [==============================] - 0s 17ms/step >101, 16/693, d1=0.257, d2=0.227 g=3.891 2/2 [==============================] - 0s 16ms/step >101, 17/693, d1=0.371, d2=0.068 g=3.384 2/2 [==============================] - 0s 16ms/step >101, 18/693, d1=0.263, d2=0.128 g=3.195 2/2 [==============================] - 0s 16ms/step >101, 19/693, d1=0.231, d2=0.222 g=3.022 2/2 [==============================] - 0s 17ms/step >101, 20/693, d1=0.244, d2=0.198 g=3.237 2/2 [==============================] - 0s 17ms/step >101, 21/693, d1=0.355, d2=0.206 g=3.038 2/2 [==============================] - 0s 16ms/step >101, 22/693, d1=0.376, d2=0.163 g=2.843 2/2 [==============================] - 0s 18ms/step >101, 23/693, d1=0.177, d2=0.191 g=3.106 2/2 [==============================] - 0s 16ms/step >101, 24/693, d1=0.297, d2=0.202 g=3.082 2/2 [==============================] - 0s 17ms/step >101, 25/693, d1=0.325, d2=0.215 g=3.043 2/2 [==============================] - 0s 17ms/step >101, 26/693, d1=0.329, d2=0.124 g=2.831 2/2 [==============================] - 0s 16ms/step >101, 27/693, d1=0.216, d2=0.272 g=2.897 2/2 [==============================] - 0s 17ms/step >101, 28/693, d1=0.195, d2=0.182 g=3.356 2/2 [==============================] - 0s 17ms/step >101, 29/693, d1=0.166, d2=0.220 g=3.638 2/2 [==============================] - 0s 16ms/step >101, 30/693, d1=0.249, d2=0.074 g=3.529 2/2 [==============================] - 0s 17ms/step >101, 31/693, d1=0.269, d2=0.108 g=3.003 2/2 [==============================] - 0s 16ms/step >101, 32/693, d1=0.246, d2=0.282 g=2.833 2/2 [==============================] - 0s 16ms/step >101, 33/693, d1=0.158, d2=0.222 g=3.408 2/2 [==============================] - 0s 17ms/step >101, 34/693, d1=0.299, d2=0.067 g=3.465 2/2 [==============================] - 0s 17ms/step >101, 35/693, d1=0.293, d2=0.265 g=3.411 2/2 [==============================] - 0s 16ms/step >101, 36/693, d1=0.282, d2=0.179 g=2.914 2/2 [==============================] - 0s 16ms/step >101, 37/693, d1=0.403, d2=0.136 g=2.847 2/2 [==============================] - 0s 17ms/step >101, 38/693, d1=0.186, d2=0.264 g=2.840 2/2 [==============================] - 0s 17ms/step >101, 39/693, d1=0.268, d2=0.225 g=3.081 2/2 [==============================] - 0s 16ms/step >101, 40/693, d1=0.445, d2=0.199 g=2.779 2/2 [==============================] - 0s 17ms/step >101, 41/693, d1=0.196, d2=0.333 g=2.859 2/2 [==============================] - 0s 17ms/step >101, 42/693, d1=0.290, d2=0.257 g=3.192 2/2 [==============================] - 0s 17ms/step >101, 43/693, d1=0.329, d2=0.201 g=3.136 2/2 [==============================] - 0s 16ms/step >101, 44/693, d1=0.199, d2=0.224 g=3.357 2/2 [==============================] - 0s 17ms/step >101, 45/693, d1=0.316, d2=0.128 g=3.149 2/2 [==============================] - 0s 17ms/step >101, 46/693, d1=0.201, d2=0.180 g=3.595 2/2 [==============================] - 0s 17ms/step >101, 47/693, d1=0.267, d2=0.133 g=3.248 2/2 [==============================] - 0s 18ms/step >101, 48/693, d1=0.381, d2=0.221 g=3.064 2/2 [==============================] - 0s 16ms/step >101, 49/693, d1=0.223, d2=0.124 g=2.782 2/2 [==============================] - 0s 17ms/step >101, 50/693, d1=0.214, d2=0.207 g=3.432 2/2 [==============================] - 0s 16ms/step >101, 51/693, d1=0.212, d2=0.161 g=3.208 2/2 [==============================] - 0s 17ms/step >101, 52/693, d1=0.199, d2=0.158 g=3.282 2/2 [==============================] - 0s 16ms/step >101, 53/693, d1=0.157, d2=0.134 g=3.458 2/2 [==============================] - 0s 17ms/step >101, 54/693, d1=0.253, d2=0.090 g=3.417 2/2 [==============================] - 0s 17ms/step >101, 55/693, d1=0.137, d2=0.238 g=3.259 2/2 [==============================] - 0s 17ms/step >101, 56/693, d1=0.276, d2=0.186 g=3.237 2/2 [==============================] - 0s 17ms/step >101, 57/693, d1=0.345, d2=0.267 g=3.214 2/2 [==============================] - 0s 16ms/step >101, 58/693, d1=0.428, d2=0.223 g=2.913 2/2 [==============================] - 0s 17ms/step >101, 59/693, d1=0.184, d2=0.174 g=3.310 2/2 [==============================] - 0s 16ms/step >101, 60/693, d1=0.369, d2=0.149 g=3.180 2/2 [==============================] - 0s 17ms/step >101, 61/693, d1=0.286, d2=0.234 g=3.153 2/2 [==============================] - 0s 17ms/step >101, 62/693, d1=0.186, d2=0.242 g=3.083 2/2 [==============================] - 0s 17ms/step >101, 63/693, d1=0.312, d2=0.240 g=3.218 2/2 [==============================] - 0s 16ms/step >101, 64/693, d1=0.174, d2=0.156 g=3.305 2/2 [==============================] - 0s 16ms/step >101, 65/693, d1=0.384, d2=0.224 g=3.410 2/2 [==============================] - 0s 16ms/step >101, 66/693, d1=0.256, d2=0.181 g=3.200 2/2 [==============================] - 0s 16ms/step >101, 67/693, d1=0.256, d2=0.194 g=3.209 2/2 [==============================] - 0s 17ms/step >101, 68/693, d1=0.292, d2=0.198 g=3.129 2/2 [==============================] - 0s 17ms/step >101, 69/693, d1=0.281, d2=0.118 g=3.085 2/2 [==============================] - 0s 16ms/step >101, 70/693, d1=0.232, d2=0.178 g=3.053 2/2 [==============================] - 0s 17ms/step >101, 71/693, d1=0.327, d2=0.132 g=2.726 2/2 [==============================] - 0s 16ms/step >101, 72/693, d1=0.251, d2=0.314 g=2.813 2/2 [==============================] - 0s 16ms/step >101, 73/693, d1=0.199, d2=0.193 g=3.114 2/2 [==============================] - 0s 17ms/step >101, 74/693, d1=0.147, d2=0.182 g=3.434 2/2 [==============================] - 0s 16ms/step >101, 75/693, d1=0.187, d2=0.187 g=3.650 2/2 [==============================] - 0s 18ms/step >101, 76/693, d1=0.235, d2=0.138 g=3.820 2/2 [==============================] - 0s 17ms/step >101, 77/693, d1=0.248, d2=0.092 g=3.718 2/2 [==============================] - 0s 17ms/step >101, 78/693, d1=0.306, d2=0.133 g=3.105 2/2 [==============================] - 0s 17ms/step >101, 79/693, d1=0.120, d2=0.180 g=3.050 2/2 [==============================] - 0s 17ms/step >101, 80/693, d1=0.228, d2=0.120 g=3.254 2/2 [==============================] - 0s 16ms/step >101, 81/693, d1=0.209, d2=0.228 g=3.248 2/2 [==============================] - 0s 16ms/step >101, 82/693, d1=0.194, d2=0.135 g=3.439 2/2 [==============================] - 0s 17ms/step >101, 83/693, d1=0.277, d2=0.224 g=2.880 2/2 [==============================] - 0s 17ms/step >101, 84/693, d1=0.222, d2=0.198 g=3.675 2/2 [==============================] - 0s 16ms/step >101, 85/693, d1=0.212, d2=0.271 g=3.384 2/2 [==============================] - 0s 17ms/step >101, 86/693, d1=0.355, d2=0.140 g=3.193 2/2 [==============================] - 0s 16ms/step >101, 87/693, d1=0.241, d2=0.130 g=3.140 2/2 [==============================] - 0s 17ms/step >101, 88/693, d1=0.239, d2=0.241 g=3.156 2/2 [==============================] - 0s 17ms/step >101, 89/693, d1=0.187, d2=0.137 g=3.381 2/2 [==============================] - 0s 18ms/step >101, 90/693, d1=0.204, d2=0.151 g=3.386 2/2 [==============================] - 0s 16ms/step >101, 91/693, d1=0.301, d2=0.222 g=3.386 2/2 [==============================] - 0s 17ms/step >101, 92/693, d1=0.239, d2=0.107 g=3.407 2/2 [==============================] - 0s 16ms/step >101, 93/693, d1=0.276, d2=0.137 g=3.240 2/2 [==============================] - 0s 16ms/step >101, 94/693, d1=0.237, d2=0.345 g=3.686 2/2 [==============================] - 0s 16ms/step >101, 95/693, d1=0.180, d2=0.126 g=3.933 2/2 [==============================] - 0s 17ms/step >101, 96/693, d1=0.241, d2=0.097 g=3.722 2/2 [==============================] - 0s 17ms/step >101, 97/693, d1=0.216, d2=0.167 g=3.500 2/2 [==============================] - 0s 17ms/step >101, 98/693, d1=0.148, d2=0.150 g=3.693 2/2 [==============================] - 0s 16ms/step >101, 99/693, d1=0.122, d2=0.093 g=3.736 2/2 [==============================] - 0s 17ms/step >101, 100/693, d1=0.220, d2=0.117 g=3.651 2/2 [==============================] - 0s 17ms/step >101, 101/693, d1=0.288, d2=0.181 g=3.283 2/2 [==============================] - 0s 17ms/step >101, 102/693, d1=0.286, d2=0.173 g=3.274 2/2 [==============================] - 0s 17ms/step >101, 103/693, d1=0.259, d2=0.164 g=3.241 2/2 [==============================] - 0s 17ms/step >101, 104/693, d1=0.128, d2=0.172 g=3.346 2/2 [==============================] - 0s 17ms/step >101, 105/693, d1=0.246, d2=0.217 g=3.557 2/2 [==============================] - 0s 17ms/step >101, 106/693, d1=0.369, d2=0.154 g=3.196 2/2 [==============================] - 0s 16ms/step >101, 107/693, d1=0.307, d2=0.246 g=3.373 2/2 [==============================] - 0s 17ms/step >101, 108/693, d1=0.212, d2=0.192 g=3.296 2/2 [==============================] - 0s 17ms/step >101, 109/693, d1=0.285, d2=0.152 g=3.348 2/2 [==============================] - 0s 17ms/step >101, 110/693, d1=0.388, d2=0.185 g=2.924 2/2 [==============================] - 0s 17ms/step >101, 111/693, d1=0.145, d2=0.201 g=3.193 2/2 [==============================] - 0s 16ms/step >101, 112/693, d1=0.188, d2=0.158 g=3.404 2/2 [==============================] - 0s 18ms/step >101, 113/693, d1=0.219, d2=0.152 g=3.284 2/2 [==============================] - 0s 17ms/step >101, 114/693, d1=0.377, d2=0.182 g=2.882 2/2 [==============================] - 0s 17ms/step >101, 115/693, d1=0.202, d2=0.205 g=2.800 2/2 [==============================] - 0s 17ms/step >101, 116/693, d1=0.143, d2=0.256 g=3.338 2/2 [==============================] - 0s 17ms/step >101, 117/693, d1=0.208, d2=0.159 g=3.771 2/2 [==============================] - 0s 17ms/step >101, 118/693, d1=0.226, d2=0.147 g=3.593 2/2 [==============================] - 0s 17ms/step >101, 119/693, d1=0.226, d2=0.138 g=3.424 2/2 [==============================] - 0s 16ms/step >101, 120/693, d1=0.229, d2=0.175 g=3.398 2/2 [==============================] - 0s 16ms/step >101, 121/693, d1=0.285, d2=0.109 g=3.280 2/2 [==============================] - 0s 17ms/step >101, 122/693, d1=0.167, d2=0.113 g=3.172 2/2 [==============================] - 0s 17ms/step >101, 123/693, d1=0.260, d2=0.152 g=3.221 2/2 [==============================] - 0s 16ms/step >101, 124/693, d1=0.338, d2=0.165 g=2.911 2/2 [==============================] - 0s 17ms/step >101, 125/693, d1=0.117, d2=0.147 g=3.266 2/2 [==============================] - 0s 17ms/step >101, 126/693, d1=0.177, d2=0.158 g=3.250 2/2 [==============================] - 0s 16ms/step >101, 127/693, d1=0.149, d2=0.142 g=3.404 2/2 [==============================] - 0s 16ms/step >101, 128/693, d1=0.293, d2=0.209 g=3.104 2/2 [==============================] - 0s 16ms/step >101, 129/693, d1=0.134, d2=0.143 g=3.310 2/2 [==============================] - 0s 18ms/step >101, 130/693, d1=0.381, d2=0.195 g=3.267 2/2 [==============================] - 0s 17ms/step >101, 131/693, d1=0.116, d2=0.084 g=3.423 2/2 [==============================] - 0s 16ms/step >101, 132/693, d1=0.300, d2=0.280 g=3.440 2/2 [==============================] - 0s 16ms/step >101, 133/693, d1=0.132, d2=0.133 g=3.813 2/2 [==============================] - 0s 17ms/step >101, 134/693, d1=0.431, d2=0.127 g=3.356 2/2 [==============================] - 0s 17ms/step >101, 135/693, d1=0.217, d2=0.195 g=3.359 2/2 [==============================] - 0s 17ms/step >101, 136/693, d1=0.216, d2=0.196 g=3.263 2/2 [==============================] - 0s 17ms/step >101, 137/693, d1=0.133, d2=0.138 g=3.506 2/2 [==============================] - 0s 16ms/step >101, 138/693, d1=0.260, d2=0.288 g=3.526 2/2 [==============================] - 0s 17ms/step >101, 139/693, d1=0.358, d2=0.169 g=3.248 2/2 [==============================] - 0s 17ms/step >101, 140/693, d1=0.270, d2=0.139 g=3.155 2/2 [==============================] - 0s 16ms/step >101, 141/693, d1=0.142, d2=0.178 g=3.309 2/2 [==============================] - 0s 17ms/step >101, 142/693, d1=0.346, d2=0.122 g=3.117 2/2 [==============================] - 0s 16ms/step >101, 143/693, d1=0.263, d2=0.251 g=3.106 2/2 [==============================] - 0s 17ms/step >101, 144/693, d1=0.229, d2=0.271 g=3.457 2/2 [==============================] - 0s 16ms/step >101, 145/693, d1=0.131, d2=0.104 g=3.622 2/2 [==============================] - 0s 16ms/step >101, 146/693, d1=0.313, d2=0.134 g=3.392 2/2 [==============================] - 0s 16ms/step >101, 147/693, d1=0.382, d2=0.301 g=3.563 2/2 [==============================] - 0s 17ms/step >101, 148/693, d1=0.354, d2=0.229 g=3.272 2/2 [==============================] - 0s 17ms/step >101, 149/693, d1=0.240, d2=0.134 g=3.219 2/2 [==============================] - 0s 16ms/step >101, 150/693, d1=0.076, d2=0.116 g=3.811 2/2 [==============================] - 0s 17ms/step >101, 151/693, d1=0.190, d2=0.115 g=3.707 2/2 [==============================] - 0s 17ms/step >101, 152/693, d1=0.160, d2=0.131 g=3.292 2/2 [==============================] - 0s 16ms/step >101, 153/693, d1=0.203, d2=0.190 g=3.253 2/2 [==============================] - 0s 17ms/step >101, 154/693, d1=0.192, d2=0.267 g=3.399 2/2 [==============================] - 0s 16ms/step >101, 155/693, d1=0.307, d2=0.170 g=3.339 2/2 [==============================] - 0s 17ms/step >101, 156/693, d1=0.242, d2=0.129 g=3.266 2/2 [==============================] - 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0s 16ms/step >101, 509/693, d1=0.295, d2=0.209 g=2.820 2/2 [==============================] - 0s 17ms/step >101, 510/693, d1=0.166, d2=0.281 g=3.483 2/2 [==============================] - 0s 16ms/step >101, 511/693, d1=0.239, d2=0.103 g=3.377 2/2 [==============================] - 0s 16ms/step >101, 512/693, d1=0.304, d2=0.382 g=3.676 2/2 [==============================] - 0s 17ms/step >101, 513/693, d1=0.173, d2=0.085 g=3.548 2/2 [==============================] - 0s 16ms/step >101, 514/693, d1=0.345, d2=0.169 g=3.312 2/2 [==============================] - 0s 16ms/step >101, 515/693, d1=0.262, d2=0.173 g=2.951 2/2 [==============================] - 0s 16ms/step >101, 516/693, d1=0.310, d2=0.211 g=2.884 2/2 [==============================] - 0s 17ms/step >101, 517/693, d1=0.209, d2=0.227 g=3.150 2/2 [==============================] - 0s 16ms/step >101, 518/693, d1=0.281, d2=0.217 g=3.277 2/2 [==============================] - 0s 17ms/step >101, 519/693, d1=0.222, d2=0.189 g=3.290 2/2 [==============================] - 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0s 16ms/step >101, 575/693, d1=0.180, d2=0.134 g=3.292 2/2 [==============================] - 0s 18ms/step >101, 576/693, d1=0.100, d2=0.150 g=3.258 2/2 [==============================] - 0s 16ms/step >101, 577/693, d1=0.379, d2=0.131 g=3.292 2/2 [==============================] - 0s 16ms/step >101, 578/693, d1=0.073, d2=0.101 g=3.303 2/2 [==============================] - 0s 16ms/step >101, 579/693, d1=0.103, d2=0.129 g=3.555 2/2 [==============================] - 0s 17ms/step >101, 580/693, d1=0.227, d2=0.179 g=3.521 2/2 [==============================] - 0s 16ms/step >101, 581/693, d1=0.317, d2=0.111 g=3.260 2/2 [==============================] - 0s 17ms/step >101, 582/693, d1=0.278, d2=0.213 g=3.144 2/2 [==============================] - 0s 17ms/step >101, 583/693, d1=0.206, d2=0.224 g=3.543 2/2 [==============================] - 0s 17ms/step >101, 584/693, d1=0.136, d2=0.109 g=3.568 2/2 [==============================] - 0s 16ms/step >101, 585/693, d1=0.582, d2=0.186 g=2.959 2/2 [==============================] - 0s 17ms/step >101, 586/693, d1=0.171, d2=0.184 g=3.064 2/2 [==============================] - 0s 16ms/step >101, 587/693, d1=0.201, d2=0.175 g=3.405 2/2 [==============================] - 0s 17ms/step >101, 588/693, d1=0.292, d2=0.195 g=3.291 2/2 [==============================] - 0s 16ms/step >101, 589/693, d1=0.197, d2=0.191 g=3.588 2/2 [==============================] - 0s 17ms/step >101, 590/693, d1=0.304, d2=0.130 g=3.115 2/2 [==============================] - 0s 16ms/step >101, 591/693, d1=0.229, d2=0.112 g=3.030 2/2 [==============================] - 0s 17ms/step >101, 592/693, d1=0.185, d2=0.251 g=3.116 2/2 [==============================] - 0s 16ms/step >101, 593/693, d1=0.165, d2=0.177 g=3.481 2/2 [==============================] - 0s 17ms/step >101, 594/693, d1=0.367, d2=0.231 g=3.269 2/2 [==============================] - 0s 17ms/step >101, 595/693, d1=0.280, d2=0.200 g=3.081 2/2 [==============================] - 0s 18ms/step >101, 596/693, d1=0.250, d2=0.229 g=3.354 2/2 [==============================] - 0s 16ms/step >101, 597/693, d1=0.221, d2=0.188 g=3.076 2/2 [==============================] - 0s 16ms/step >101, 598/693, d1=0.309, d2=0.095 g=3.294 2/2 [==============================] - 0s 17ms/step >101, 599/693, d1=0.099, d2=0.110 g=3.419 2/2 [==============================] - 0s 16ms/step >101, 600/693, d1=0.292, d2=0.205 g=3.381 2/2 [==============================] - 0s 17ms/step >101, 601/693, d1=0.343, d2=0.139 g=3.368 2/2 [==============================] - 0s 17ms/step >101, 602/693, d1=0.191, d2=0.254 g=3.470 2/2 [==============================] - 0s 17ms/step >101, 603/693, d1=0.196, d2=0.182 g=3.458 2/2 [==============================] - 0s 17ms/step >101, 604/693, d1=0.226, d2=0.127 g=3.349 2/2 [==============================] - 0s 17ms/step >101, 605/693, d1=0.290, d2=0.174 g=3.264 2/2 [==============================] - 0s 15ms/step >101, 606/693, d1=0.260, d2=0.143 g=3.049 2/2 [==============================] - 0s 17ms/step >101, 607/693, d1=0.271, d2=0.141 g=3.462 2/2 [==============================] - 0s 16ms/step >101, 608/693, d1=0.304, d2=0.224 g=3.127 2/2 [==============================] - 0s 17ms/step >101, 609/693, d1=0.232, d2=0.187 g=3.079 2/2 [==============================] - 0s 16ms/step >101, 610/693, d1=0.150, d2=0.191 g=3.671 2/2 [==============================] - 0s 17ms/step >101, 611/693, d1=0.338, d2=0.259 g=3.258 2/2 [==============================] - 0s 17ms/step >101, 612/693, d1=0.271, d2=0.099 g=3.475 2/2 [==============================] - 0s 16ms/step >101, 613/693, d1=0.341, d2=0.232 g=3.146 2/2 [==============================] - 0s 17ms/step >101, 614/693, d1=0.167, d2=0.125 g=3.327 2/2 [==============================] - 0s 17ms/step >101, 615/693, d1=0.205, d2=0.200 g=3.103 2/2 [==============================] - 0s 17ms/step >101, 616/693, d1=0.298, d2=0.173 g=3.138 2/2 [==============================] - 0s 16ms/step >101, 617/693, d1=0.152, d2=0.227 g=3.385 2/2 [==============================] - 0s 16ms/step >101, 618/693, d1=0.222, d2=0.184 g=3.578 2/2 [==============================] - 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0s 17ms/step >101, 630/693, d1=0.240, d2=0.183 g=3.136 2/2 [==============================] - 0s 17ms/step >101, 631/693, d1=0.219, d2=0.196 g=3.176 2/2 [==============================] - 0s 16ms/step >101, 632/693, d1=0.196, d2=0.237 g=3.361 2/2 [==============================] - 0s 16ms/step >101, 633/693, d1=0.331, d2=0.192 g=3.160 2/2 [==============================] - 0s 16ms/step >101, 634/693, d1=0.238, d2=0.145 g=3.308 2/2 [==============================] - 0s 16ms/step >101, 635/693, d1=0.296, d2=0.194 g=3.104 2/2 [==============================] - 0s 17ms/step >101, 636/693, d1=0.161, d2=0.215 g=3.303 2/2 [==============================] - 0s 17ms/step >101, 637/693, d1=0.181, d2=0.097 g=3.410 2/2 [==============================] - 0s 17ms/step >101, 638/693, d1=0.232, d2=0.228 g=4.106 2/2 [==============================] - 0s 17ms/step >101, 639/693, d1=0.401, d2=0.108 g=3.303 2/2 [==============================] - 0s 16ms/step >101, 640/693, d1=0.247, d2=0.285 g=3.106 2/2 [==============================] - 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0s 17ms/step >101, 674/693, d1=0.350, d2=0.166 g=3.121 2/2 [==============================] - 0s 19ms/step >101, 675/693, d1=0.114, d2=0.223 g=3.296 2/2 [==============================] - 0s 16ms/step >101, 676/693, d1=0.139, d2=0.129 g=3.607 2/2 [==============================] - 0s 16ms/step >101, 677/693, d1=0.377, d2=0.194 g=3.352 2/2 [==============================] - 0s 17ms/step >101, 678/693, d1=0.323, d2=0.398 g=3.089 2/2 [==============================] - 0s 16ms/step >101, 679/693, d1=0.120, d2=0.201 g=3.449 2/2 [==============================] - 0s 17ms/step >101, 680/693, d1=0.362, d2=0.135 g=3.708 2/2 [==============================] - 0s 17ms/step >101, 681/693, d1=0.301, d2=0.199 g=3.109 2/2 [==============================] - 0s 17ms/step >101, 682/693, d1=0.119, d2=0.150 g=3.280 2/2 [==============================] - 0s 16ms/step >101, 683/693, d1=0.425, d2=0.191 g=3.115 2/2 [==============================] - 0s 17ms/step >101, 684/693, d1=0.301, d2=0.222 g=3.029 2/2 [==============================] - 0s 16ms/step >101, 685/693, d1=0.142, d2=0.158 g=3.477 2/2 [==============================] - 0s 16ms/step >101, 686/693, d1=0.227, d2=0.144 g=3.153 2/2 [==============================] - 0s 16ms/step >101, 687/693, d1=0.210, d2=0.157 g=3.401 2/2 [==============================] - 0s 17ms/step >101, 688/693, d1=0.085, d2=0.082 g=3.394 2/2 [==============================] - 0s 17ms/step >101, 689/693, d1=0.247, d2=0.178 g=3.738 2/2 [==============================] - 0s 17ms/step >101, 690/693, d1=0.368, d2=0.139 g=3.336 2/2 [==============================] - 0s 17ms/step >101, 691/693, d1=0.140, d2=0.131 g=3.069 2/2 [==============================] - 0s 17ms/step >101, 692/693, d1=0.181, d2=0.223 g=3.408 2/2 [==============================] - 0s 16ms/step >101, 693/693, d1=0.173, d2=0.144 g=3.402
Base CGAN¶
from numpy import expand_dims, zeros, ones, vstack
from numpy.random import randn, randint
from keras.optimizers import Adam
from keras.models import Model
from keras.layers import Dense, Reshape, Flatten, Conv2D, Conv2DTranspose, LeakyReLU, Dropout, Embedding, Concatenate, Input
from matplotlib import pyplot
import numpy as np
# define the standalone discriminator model
def define_discriminator(in_shape=(28, 28, 1), n_classes=26):
# label input
in_label = Input(shape=(1,))
# embedding for categorical input
li = Embedding(n_classes, 50)(in_label)
# scale up to image dimensions with linear layer
n_nodes = in_shape[0] * in_shape[1]
li = Dense(n_nodes)(li)
# reshape to additional channel
li = Reshape((in_shape[0], in_shape[1], 1))(li)
# image input
in_image = Input(shape=in_shape)
# concatenate label as a channel
merge = Concatenate()([in_image, li])
# downsample
fe = Conv2D(64, (3,3), strides=(2,2), padding='same')(merge)
# downsample
fe = Conv2D(64, (3,3), strides=(2,2), padding='same')(fe)
# downsample
fe = Conv2D(128, (3,3), strides=(4,4), padding='same')(fe)
# flatten feature maps
fe = Flatten()(fe)
# dropout
fe = Dropout(0.4)(fe)
# output
out_layer = Dense(1, activation='sigmoid')(fe)
# define model
model = Model([in_image, in_label], out_layer)
# compile model
opt = Adam(lr=0.0002, beta_1=0.5)
model.compile(loss='binary_crossentropy', optimizer=opt, metrics=['accuracy'])
return model
# define the standalone generator model
def define_generator(latent_dim, n_classes=26):
# label input
in_label = Input(shape=(1,))
# embedding for categorical input
li = Embedding(n_classes, 50)(in_label)
# linear multiplication
n_nodes = 7 * 7
li = Dense(n_nodes)(li)
# reshape to additional channel
li = Reshape((7, 7, 1))(li)
# image generator input
in_lat = Input(shape=(latent_dim,))
# foundation for 7x7 image
n_nodes = 256 * 7 * 7
gen = Dense(n_nodes)(in_lat)
gen = LeakyReLU(alpha=0.2)(gen)
gen = Reshape((7, 7, 256))(gen)
# merge image gen and label input
merge = Concatenate()([gen, li])
# upsample to 14x14
gen = Conv2DTranspose(64, (4,4), strides=(2,2), padding='same')(merge)
# upsample to 28x28
gen = Conv2DTranspose(128, (4,4), strides=(2,2), padding='same')(gen)
# output layer
out_layer = Conv2D(1, (7,7), activation='tanh', padding='same')(gen)
# define model
model = Model([in_lat, in_label], out_layer)
return model
# define the combined generator and discriminator model, for updating the generator
def define_gan(g_model, d_model):
# make weights in the discriminator not trainable
d_model.trainable = False
# get noise and label inputs from generator model
gen_noise, gen_label = g_model.input
# get image output from the generator model
gen_output = g_model.output
# connect image output and label input from generator as inputs to discriminator
gan_output = d_model([gen_output, gen_label])
# define gan model as taking noise and label and outputting a classification
model = Model([gen_noise, gen_label], gan_output)
# compile model
opt = Adam(lr=0.0002, beta_1=0.5)
model.compile(loss='binary_crossentropy', optimizer=opt)
return model
def load_real_samples():
# Assuming withoutBlankArr is a numpy array of shape (num_samples, 28, 28)
X = (withoutBlankArr - 127.5) / 127.5
X = np.expand_dims(X, axis=-1) # Expand to (num_samples, 28, 28, 1)
y = labelsArr # Load your labels
return X.astype('float32'), y.astype('int')
# select real samples
def generate_real_samples(dataset, labels, n_samples):
# choose random instances
ix = randint(0, dataset.shape[0], n_samples)
# retrieve selected images and labels
X, labels = dataset[ix], labels[ix]
# generate 'real' class labels (1)
y = ones((n_samples, 1))
return [X, labels], y
# generate points in latent space as input for the generator
def generate_latent_points(latent_dim, n_samples, n_classes=26):
# generate points in the latent space
x_input = randn(latent_dim * n_samples)
# reshape into a batch of inputs for the network
z_input = x_input.reshape(n_samples, latent_dim)
# generate labels
labels = randint(0, n_classes, n_samples)
return [z_input, labels]
# use the generator to generate n fake examples, with class labels
def generate_fake_samples(g_model, latent_dim, n_samples, n_classes=26):
# generate points in latent space
z_input, labels = generate_latent_points(latent_dim, n_samples, n_classes)
# predict outputs
images = g_model.predict([z_input, labels])
# create 'fake' class labels (0)
y = zeros((n_samples, 1))
return [images, labels], y
# create and save a plot of generated images
def save_plot(examples, epoch, n=7):
# scale from [-1,1] to [0,1]
examples = (examples + 1) / 2.0
# plot images
for i in range(n * n):
# define subplot
pyplot.subplot(n, n, 1 + i)
# turn off axis
pyplot.axis('off')
# plot raw pixel data
pyplot.imshow(examples[i, :, :, 0], cmap='gray')
# save plot to file
filename = 'base_CGAN_plot_e%03d.png' % (epoch+1)
pyplot.savefig(filename)
pyplot.close()
def calculate_ssim(real_images, generated_images):
ssim_scores = []
# Ensure both arrays have the same number of images
num_images = min(len(real_images), len(generated_images))
for i in range(num_images):
score, _ = ssim(real_images[i].reshape(28, 28), generated_images[i].reshape(28, 28), full=True, data_range=real_images[i].max() - real_images[i].min())
ssim_scores.append(score)
return np.mean(ssim_scores) if ssim_scores else 0
# evaluate the discriminator, plot generated images, save generator model
def summarize_performance(epoch, g_model, d_model, dataset, labels, latent_dim, n_samples=150):
# prepare real samples
[X_real, labels_real], y_real = generate_real_samples(dataset, labels, n_samples)
# evaluate discriminator on real examples
_, acc_real = d_model.evaluate([X_real, labels_real], y_real, verbose=0)
# prepare fake examples
[x_fake, labels_fake], y_fake = generate_fake_samples(g_model, latent_dim, n_samples)
# evaluate discriminator on fake examples
_, acc_fake = d_model.evaluate([x_fake, labels_fake], y_fake, verbose=0)
# summarize discriminator performance
print('>Accuracy real: %.0f%%, fake: %.0f%%' % (acc_real*100, acc_fake*100))
# save plot
save_plot(x_fake, epoch)
# save the generator model tile file
filename = 'base_CGAN_%03d.h5' % (epoch+1)
g_model.save(filename)
def train(g_model, d_model, gan_model, dataset, labels, latent_dim, n_epochs=100, n_batch=128):
bat_per_epo = int(dataset.shape[0] / n_batch)
half_batch = int(n_batch / 2)
# to store losses and SSIM
d_loss1_list, d_loss2_list, g_loss_list = [], [], []
ssim_list = []
# manually enumerate epochs
for i in range(n_epochs):
# enumerate batches over the training set
for j in range(bat_per_epo):
# get randomly selected 'real' samples
[X_real, labels_real], y_real = generate_real_samples(dataset, labels, half_batch)
# update discriminator model weights
d_loss1, _ = d_model.train_on_batch([X_real, labels_real], y_real)
# generate 'fake' examples
[X_fake, labels_fake], y_fake = generate_fake_samples(g_model, latent_dim, half_batch)
# update discriminator model weights
d_loss2, _ = d_model.train_on_batch([X_fake, labels_fake], y_fake)
# prepare points in latent space as input for the generator
[X_gan, labels_gan] = generate_latent_points(latent_dim, n_batch)
# create inverted labels for the fake samples
y_gan = ones((n_batch, 1))
# update the generator via the discriminator's error
g_loss = gan_model.train_on_batch([X_gan, labels_gan], y_gan)
# record losses
d_loss1_list.append(d_loss1)
d_loss2_list.append(d_loss2)
g_loss_list.append(g_loss)
# summarize loss on this batch
print('>%d, %d/%d, d1=%.3f, d2=%.3f g=%.3f' %
(i+1, j+1, bat_per_epo, d_loss1, d_loss2, g_loss))
# Calculate SSIM for generated images
X_fake = (X_fake + 1) / 2.0 # Rescale to [0,1]
ssim_scores = calculate_ssim(dataset, X_fake)
ssim_list.append(ssim_scores)
# evaluate the model performance and SSIM, sometimes
if (i+1) % 10 == 0:
summarize_performance(i, g_model, d_model, dataset, labels, latent_dim)
# plot losses
plt.figure(figsize=(10, 5))
plt.plot(d_loss1_list, label='d_loss_real')
plt.plot(d_loss2_list, label='d_loss_fake')
plt.plot(g_loss_list, label='g_loss')
plt.xlabel('Batch')
plt.ylabel('Loss')
plt.legend()
plt.title('Discriminator and Generator Loss')
plt.savefig('base_CGAN_loss_plot.png')
plt.close()
# plot SSIM scores
plt.figure(figsize=(10, 5))
plt.plot(ssim_list, label='SSIM')
plt.xlabel('Epoch (every 10 epochs)')
plt.ylabel('SSIM')
plt.legend()
plt.title('SSIM Scores Over Epochs')
plt.savefig('base_CGAN_ssim_plot.png')
plt.close()
# size of the latent space
latent_dim = 100
# create the discriminator
d_model = define_discriminator()
# create the generator
g_model = define_generator(latent_dim)
# create the gan
gan_model = define_gan(g_model, d_model)
# load image data
dataset, labels = load_real_samples()
# train model
train(g_model, d_model, gan_model, dataset, labels, latent_dim)
c:\Users\junyi\anaconda3\envs\gpu_env\lib\site-packages\keras\optimizers\optimizer_v2\adam.py:114: UserWarning: The `lr` argument is deprecated, use `learning_rate` instead. super().__init__(name, **kwargs)
2/2 [==============================] - 0s 121ms/step >1, 1/693, d1=0.734, d2=0.695 g=0.693 2/2 [==============================] - 0s 11ms/step >1, 2/693, d1=0.540, d2=0.703 g=0.685 2/2 [==============================] - 0s 9ms/step >1, 3/693, d1=0.436, d2=0.716 g=0.673 2/2 [==============================] - 0s 11ms/step >1, 4/693, d1=0.337, d2=0.739 g=0.652 2/2 [==============================] - 0s 11ms/step >1, 5/693, d1=0.257, d2=0.773 g=0.626 2/2 [==============================] - 0s 9ms/step >1, 6/693, d1=0.195, d2=0.826 g=0.590 2/2 [==============================] - 0s 11ms/step >1, 7/693, d1=0.171, d2=0.881 g=0.567 2/2 [==============================] - 0s 11ms/step >1, 8/693, d1=0.163, d2=0.919 g=0.575 2/2 [==============================] - 0s 10ms/step >1, 9/693, d1=0.167, d2=0.887 g=0.621 2/2 [==============================] - 0s 11ms/step >1, 10/693, d1=0.175, d2=0.822 g=0.701 2/2 [==============================] - 0s 10ms/step >1, 11/693, d1=0.233, d2=0.719 g=0.843 2/2 [==============================] - 0s 11ms/step >1, 12/693, d1=0.255, d2=0.563 g=1.033 2/2 [==============================] - 0s 11ms/step >1, 13/693, d1=0.275, d2=0.470 g=1.198 2/2 [==============================] - 0s 9ms/step >1, 14/693, d1=0.280, d2=0.383 g=1.369 2/2 [==============================] - 0s 10ms/step >1, 15/693, d1=0.315, d2=0.382 g=1.327 2/2 [==============================] - 0s 10ms/step >1, 16/693, d1=0.295, d2=0.475 g=1.030 2/2 [==============================] - 0s 11ms/step >1, 17/693, d1=0.247, d2=0.660 g=0.792 2/2 [==============================] - 0s 11ms/step >1, 18/693, d1=0.260, d2=0.809 g=0.632 2/2 [==============================] - 0s 10ms/step >1, 19/693, d1=0.188, d2=0.876 g=0.572 2/2 [==============================] - 0s 11ms/step >1, 20/693, d1=0.163, d2=0.864 g=0.582 2/2 [==============================] - 0s 11ms/step >1, 21/693, d1=0.109, d2=0.839 g=0.614 2/2 [==============================] - 0s 10ms/step >1, 22/693, d1=0.075, d2=0.815 g=0.644 2/2 [==============================] - 0s 9ms/step >1, 23/693, d1=0.073, d2=0.785 g=0.671 2/2 [==============================] - 0s 10ms/step >1, 24/693, d1=0.051, d2=0.779 g=0.679 2/2 [==============================] - 0s 10ms/step >1, 25/693, d1=0.039, d2=0.788 g=0.660 2/2 [==============================] - 0s 11ms/step >1, 26/693, d1=0.029, d2=0.844 g=0.615 2/2 [==============================] - 0s 11ms/step >1, 27/693, d1=0.023, d2=0.909 g=0.546 2/2 [==============================] - 0s 11ms/step >1, 28/693, d1=0.020, d2=1.028 g=0.466 2/2 [==============================] - 0s 11ms/step >1, 29/693, d1=0.021, d2=1.190 g=0.410 2/2 [==============================] - 0s 10ms/step >1, 30/693, d1=0.031, d2=1.276 g=0.365 2/2 [==============================] - 0s 9ms/step >1, 31/693, d1=0.038, d2=1.362 g=0.360 2/2 [==============================] - 0s 11ms/step >1, 32/693, d1=0.066, d2=1.325 g=0.403 2/2 [==============================] - 0s 11ms/step >1, 33/693, d1=0.110, d2=1.152 g=0.462 2/2 [==============================] - 0s 9ms/step >1, 34/693, d1=0.168, d2=1.005 g=0.547 2/2 [==============================] - 0s 11ms/step >1, 35/693, d1=0.236, d2=0.890 g=0.628 2/2 [==============================] - 0s 11ms/step >1, 36/693, d1=0.319, d2=0.820 g=0.679 2/2 [==============================] - 0s 10ms/step >1, 37/693, d1=0.354, d2=0.787 g=0.680 2/2 [==============================] - 0s 11ms/step >1, 38/693, d1=0.376, d2=0.811 g=0.646 2/2 [==============================] - 0s 9ms/step >1, 39/693, d1=0.396, d2=0.905 g=0.593 2/2 [==============================] - 0s 10ms/step >1, 40/693, d1=0.379, d2=0.943 g=0.553 2/2 [==============================] - 0s 11ms/step >1, 41/693, d1=0.389, d2=1.000 g=0.525 2/2 [==============================] - 0s 9ms/step >1, 42/693, d1=0.345, d2=1.051 g=0.496 2/2 [==============================] - 0s 10ms/step >1, 43/693, d1=0.363, d2=1.068 g=0.495 2/2 [==============================] - 0s 11ms/step >1, 44/693, d1=0.353, d2=1.089 g=0.486 2/2 [==============================] - 0s 9ms/step >1, 45/693, d1=0.363, d2=1.103 g=0.475 2/2 [==============================] - 0s 10ms/step >1, 46/693, d1=0.399, d2=1.070 g=0.501 2/2 [==============================] - 0s 9ms/step >1, 47/693, d1=0.480, d2=1.031 g=0.530 2/2 [==============================] - 0s 11ms/step >1, 48/693, d1=0.520, d2=0.957 g=0.573 2/2 [==============================] - 0s 10ms/step >1, 49/693, d1=0.591, d2=0.890 g=0.617 2/2 [==============================] - 0s 11ms/step >1, 50/693, d1=0.601, d2=0.830 g=0.648 2/2 [==============================] - 0s 11ms/step >1, 51/693, d1=0.644, d2=0.807 g=0.667 2/2 [==============================] - 0s 10ms/step >1, 52/693, d1=0.654, d2=0.771 g=0.702 2/2 [==============================] - 0s 10ms/step >1, 53/693, d1=0.640, d2=0.732 g=0.744 2/2 [==============================] - 0s 9ms/step >1, 54/693, d1=0.611, d2=0.707 g=0.755 2/2 [==============================] - 0s 10ms/step >1, 55/693, d1=0.614, d2=0.704 g=0.770 2/2 [==============================] - 0s 11ms/step >1, 56/693, d1=0.595, d2=0.700 g=0.786 2/2 [==============================] - 0s 11ms/step >1, 57/693, d1=0.610, d2=0.698 g=0.761 2/2 [==============================] - 0s 10ms/step >1, 58/693, d1=0.601, d2=0.707 g=0.757 2/2 [==============================] - 0s 10ms/step >1, 59/693, d1=0.620, d2=0.726 g=0.768 2/2 [==============================] - 0s 10ms/step >1, 60/693, d1=0.634, d2=0.721 g=0.781 2/2 [==============================] - 0s 11ms/step >1, 61/693, d1=0.658, d2=0.683 g=0.796 2/2 [==============================] - 0s 10ms/step >1, 62/693, d1=0.686, d2=0.673 g=0.784 2/2 [==============================] - 0s 11ms/step >1, 63/693, d1=0.688, d2=0.718 g=0.725 2/2 [==============================] - 0s 11ms/step >1, 64/693, d1=0.683, d2=0.809 g=0.662 2/2 [==============================] - 0s 10ms/step >1, 65/693, d1=0.684, d2=0.892 g=0.601 2/2 [==============================] - 0s 10ms/step >1, 66/693, d1=0.675, d2=0.886 g=0.633 2/2 [==============================] - 0s 10ms/step >1, 67/693, d1=0.615, d2=0.766 g=0.740 2/2 [==============================] - 0s 11ms/step >1, 68/693, d1=0.554, d2=0.707 g=0.792 2/2 [==============================] - 0s 11ms/step >1, 69/693, d1=0.510, d2=0.858 g=0.653 2/2 [==============================] - 0s 9ms/step >1, 70/693, d1=0.482, d2=1.135 g=0.492 2/2 [==============================] - 0s 11ms/step >1, 71/693, d1=0.496, d2=1.178 g=0.483 2/2 [==============================] - 0s 10ms/step >1, 72/693, d1=0.583, d2=1.061 g=0.548 2/2 [==============================] - 0s 10ms/step >1, 73/693, d1=0.670, d2=0.932 g=0.628 2/2 [==============================] - 0s 11ms/step >1, 74/693, d1=0.717, d2=0.799 g=0.696 2/2 [==============================] - 0s 11ms/step >1, 75/693, d1=0.749, d2=0.714 g=0.756 2/2 [==============================] - 0s 11ms/step >1, 76/693, d1=0.728, d2=0.657 g=0.801 2/2 [==============================] - 0s 11ms/step >1, 77/693, d1=0.766, d2=0.629 g=0.840 2/2 [==============================] - 0s 11ms/step >1, 78/693, d1=0.716, d2=0.594 g=0.876 2/2 [==============================] - 0s 11ms/step >1, 79/693, d1=0.737, d2=0.563 g=0.918 2/2 [==============================] - 0s 10ms/step >1, 80/693, d1=0.703, d2=0.542 g=0.942 2/2 [==============================] - 0s 12ms/step >1, 81/693, d1=0.702, d2=0.519 g=0.957 2/2 [==============================] - 0s 10ms/step >1, 82/693, d1=0.676, d2=0.503 g=1.004 2/2 [==============================] - 0s 11ms/step >1, 83/693, d1=0.645, d2=0.487 g=1.037 2/2 [==============================] - 0s 11ms/step >1, 84/693, d1=0.641, d2=0.457 g=1.054 2/2 [==============================] - 0s 10ms/step >1, 85/693, d1=0.645, d2=0.442 g=1.099 2/2 [==============================] - 0s 10ms/step >1, 86/693, d1=0.655, d2=0.446 g=1.104 2/2 [==============================] - 0s 10ms/step >1, 87/693, d1=0.586, d2=0.427 g=1.160 2/2 [==============================] - 0s 11ms/step >1, 88/693, d1=0.544, d2=0.420 g=1.194 2/2 [==============================] - 0s 10ms/step >1, 89/693, d1=0.576, d2=0.382 g=1.240 2/2 [==============================] - 0s 11ms/step >1, 90/693, d1=0.527, d2=0.368 g=1.300 2/2 [==============================] - 0s 11ms/step >1, 91/693, d1=0.560, d2=0.383 g=1.280 2/2 [==============================] - 0s 11ms/step >1, 92/693, d1=0.552, d2=0.397 g=1.234 2/2 [==============================] - 0s 11ms/step >1, 93/693, d1=0.546, d2=0.457 g=1.137 2/2 [==============================] - 0s 9ms/step >1, 94/693, d1=0.492, d2=0.689 g=0.858 2/2 [==============================] - 0s 9ms/step >1, 95/693, d1=0.464, d2=1.223 g=0.473 2/2 [==============================] - 0s 10ms/step >1, 96/693, d1=0.534, d2=1.810 g=0.297 2/2 [==============================] - 0s 10ms/step >1, 97/693, d1=0.532, d2=1.864 g=0.293 2/2 [==============================] - 0s 10ms/step >1, 98/693, d1=0.560, d2=1.386 g=0.434 2/2 [==============================] - 0s 9ms/step >1, 99/693, d1=0.509, d2=0.950 g=0.662 2/2 [==============================] - 0s 10ms/step >1, 100/693, d1=0.453, d2=0.729 g=0.879 2/2 [==============================] - 0s 11ms/step >1, 101/693, d1=0.364, d2=0.638 g=0.934 2/2 [==============================] - 0s 10ms/step >1, 102/693, d1=0.322, d2=0.790 g=0.794 2/2 [==============================] - 0s 10ms/step >1, 103/693, d1=0.289, d2=1.049 g=0.514 2/2 [==============================] - 0s 11ms/step >1, 104/693, d1=0.266, d2=1.352 g=0.412 2/2 [==============================] - 0s 10ms/step >1, 105/693, d1=0.402, d2=1.407 g=0.384 2/2 [==============================] - 0s 11ms/step >1, 106/693, d1=0.487, d2=1.219 g=0.460 2/2 [==============================] - 0s 10ms/step >1, 107/693, d1=0.588, d2=1.031 g=0.539 2/2 [==============================] - 0s 10ms/step >1, 108/693, d1=0.663, d2=0.874 g=0.618 2/2 [==============================] - 0s 11ms/step >1, 109/693, d1=0.707, d2=0.809 g=0.665 2/2 [==============================] - 0s 11ms/step >1, 110/693, d1=0.745, d2=0.742 g=0.715 2/2 [==============================] - 0s 10ms/step >1, 111/693, d1=0.759, d2=0.703 g=0.738 2/2 [==============================] - 0s 11ms/step >1, 112/693, d1=0.773, d2=0.681 g=0.752 2/2 [==============================] - 0s 11ms/step >1, 113/693, d1=0.773, d2=0.671 g=0.755 2/2 [==============================] - 0s 9ms/step >1, 114/693, d1=0.767, d2=0.693 g=0.753 2/2 [==============================] - 0s 10ms/step >1, 115/693, d1=0.736, d2=0.698 g=0.744 2/2 [==============================] - 0s 9ms/step >1, 116/693, d1=0.750, d2=0.726 g=0.720 2/2 [==============================] - 0s 10ms/step >1, 117/693, d1=0.780, d2=0.759 g=0.684 2/2 [==============================] - 0s 12ms/step >1, 118/693, d1=0.759, d2=0.767 g=0.691 2/2 [==============================] - 0s 10ms/step >1, 119/693, d1=0.768, d2=0.774 g=0.690 2/2 [==============================] - 0s 10ms/step >1, 120/693, d1=0.746, d2=0.751 g=0.693 2/2 [==============================] - 0s 10ms/step >1, 121/693, d1=0.753, d2=0.756 g=0.728 2/2 [==============================] - 0s 10ms/step >1, 122/693, d1=0.750, d2=0.709 g=0.752 2/2 [==============================] - 0s 10ms/step >1, 123/693, d1=0.758, d2=0.661 g=0.789 2/2 [==============================] - 0s 10ms/step >1, 124/693, d1=0.729, d2=0.622 g=0.863 2/2 [==============================] - 0s 10ms/step >1, 125/693, d1=0.701, d2=0.602 g=0.910 2/2 [==============================] - 0s 11ms/step >1, 126/693, d1=0.717, d2=0.564 g=0.949 2/2 [==============================] - 0s 10ms/step >1, 127/693, d1=0.664, d2=0.541 g=0.964 2/2 [==============================] - 0s 9ms/step >1, 128/693, d1=0.658, d2=0.520 g=0.949 2/2 [==============================] - 0s 10ms/step >1, 129/693, d1=0.629, d2=0.575 g=0.923 2/2 [==============================] - 0s 10ms/step >1, 130/693, d1=0.611, d2=0.599 g=0.857 2/2 [==============================] - 0s 10ms/step >1, 131/693, d1=0.617, d2=0.682 g=0.761 2/2 [==============================] - 0s 10ms/step >1, 132/693, d1=0.579, d2=0.786 g=0.667 2/2 [==============================] - 0s 10ms/step >1, 133/693, d1=0.596, d2=0.901 g=0.618 2/2 [==============================] - 0s 11ms/step >1, 134/693, d1=0.634, d2=0.890 g=0.607 2/2 [==============================] - 0s 10ms/step >1, 135/693, d1=0.689, d2=0.851 g=0.635 2/2 [==============================] - 0s 10ms/step >1, 136/693, d1=0.729, d2=0.793 g=0.679 2/2 [==============================] - 0s 10ms/step >1, 137/693, d1=0.742, d2=0.739 g=0.716 2/2 [==============================] - 0s 11ms/step >1, 138/693, d1=0.765, d2=0.699 g=0.754 2/2 [==============================] - 0s 10ms/step >1, 139/693, d1=0.788, d2=0.657 g=0.792 2/2 [==============================] - 0s 11ms/step >1, 140/693, d1=0.772, d2=0.632 g=0.820 2/2 [==============================] - 0s 11ms/step >1, 141/693, d1=0.782, d2=0.607 g=0.841 2/2 [==============================] - 0s 10ms/step >1, 142/693, d1=0.774, d2=0.591 g=0.847 2/2 [==============================] - 0s 10ms/step >1, 143/693, d1=0.804, d2=0.596 g=0.842 2/2 [==============================] - 0s 10ms/step >1, 144/693, d1=0.758, d2=0.608 g=0.838 2/2 [==============================] - 0s 9ms/step >1, 145/693, d1=0.767, d2=0.625 g=0.830 2/2 [==============================] - 0s 11ms/step >1, 146/693, d1=0.765, d2=0.671 g=0.770 2/2 [==============================] - 0s 10ms/step >1, 147/693, d1=0.787, d2=0.710 g=0.727 2/2 [==============================] - 0s 11ms/step >1, 148/693, d1=0.754, d2=0.781 g=0.683 2/2 [==============================] - 0s 10ms/step >1, 149/693, d1=0.743, d2=0.818 g=0.647 2/2 [==============================] - 0s 10ms/step >1, 150/693, d1=0.776, d2=0.860 g=0.607 2/2 [==============================] - 0s 11ms/step >1, 151/693, d1=0.749, d2=0.854 g=0.613 2/2 [==============================] - 0s 9ms/step >1, 152/693, d1=0.739, d2=0.843 g=0.606 2/2 [==============================] - 0s 11ms/step >1, 153/693, d1=0.737, d2=0.821 g=0.651 2/2 [==============================] - 0s 10ms/step >1, 154/693, d1=0.726, d2=0.764 g=0.690 2/2 [==============================] - 0s 10ms/step >1, 155/693, d1=0.751, d2=0.717 g=0.730 2/2 [==============================] - 0s 10ms/step >1, 156/693, d1=0.733, d2=0.705 g=0.770 2/2 [==============================] - 0s 10ms/step >1, 157/693, d1=0.723, d2=0.647 g=0.803 2/2 [==============================] - 0s 10ms/step >1, 158/693, d1=0.723, d2=0.626 g=0.839 2/2 [==============================] - 0s 11ms/step >1, 159/693, d1=0.715, d2=0.592 g=0.857 2/2 [==============================] - 0s 11ms/step >1, 160/693, d1=0.715, d2=0.603 g=0.880 2/2 [==============================] - 0s 11ms/step >1, 161/693, d1=0.671, d2=0.602 g=0.854 2/2 [==============================] - 0s 10ms/step >1, 162/693, d1=0.685, d2=0.618 g=0.818 2/2 [==============================] - 0s 10ms/step >1, 163/693, d1=0.664, d2=0.675 g=0.767 2/2 [==============================] - 0s 10ms/step >1, 164/693, d1=0.664, d2=0.733 g=0.743 2/2 [==============================] - 0s 10ms/step >1, 165/693, d1=0.654, d2=0.743 g=0.704 2/2 [==============================] - 0s 11ms/step >1, 166/693, d1=0.701, d2=0.774 g=0.675 2/2 [==============================] - 0s 10ms/step >1, 167/693, d1=0.676, d2=0.771 g=0.675 2/2 [==============================] - 0s 11ms/step >1, 168/693, d1=0.684, d2=0.757 g=0.675 2/2 [==============================] - 0s 11ms/step >1, 169/693, d1=0.708, d2=0.750 g=0.692 2/2 [==============================] - 0s 10ms/step >1, 170/693, d1=0.700, d2=0.722 g=0.719 2/2 [==============================] - 0s 11ms/step >1, 171/693, d1=0.726, d2=0.696 g=0.746 2/2 [==============================] - 0s 11ms/step >1, 172/693, d1=0.735, d2=0.675 g=0.763 2/2 [==============================] - 0s 10ms/step >1, 173/693, d1=0.739, d2=0.647 g=0.785 2/2 [==============================] - 0s 10ms/step >1, 174/693, d1=0.741, d2=0.626 g=0.809 2/2 [==============================] - 0s 10ms/step >1, 175/693, d1=0.735, d2=0.611 g=0.822 2/2 [==============================] - 0s 10ms/step >1, 176/693, d1=0.747, d2=0.598 g=0.843 2/2 [==============================] - 0s 11ms/step >1, 177/693, d1=0.711, d2=0.583 g=0.867 2/2 [==============================] - 0s 9ms/step >1, 178/693, d1=0.725, d2=0.577 g=0.871 2/2 [==============================] - 0s 11ms/step >1, 179/693, d1=0.729, d2=0.571 g=0.867 2/2 [==============================] - 0s 10ms/step >1, 180/693, d1=0.716, d2=0.579 g=0.860 2/2 [==============================] - 0s 10ms/step >1, 181/693, d1=0.723, d2=0.592 g=0.839 2/2 [==============================] - 0s 10ms/step >1, 182/693, d1=0.714, d2=0.644 g=0.829 2/2 [==============================] - 0s 10ms/step >1, 183/693, d1=0.699, d2=0.641 g=0.783 2/2 [==============================] - 0s 11ms/step >1, 184/693, d1=0.684, d2=0.692 g=0.747 2/2 [==============================] - 0s 11ms/step >1, 185/693, d1=0.705, d2=0.724 g=0.715 2/2 [==============================] - 0s 10ms/step >1, 186/693, d1=0.700, d2=0.765 g=0.673 2/2 [==============================] - 0s 10ms/step >1, 187/693, d1=0.695, d2=0.761 g=0.681 2/2 [==============================] - 0s 10ms/step >1, 188/693, d1=0.690, d2=0.778 g=0.667 2/2 [==============================] - 0s 11ms/step >1, 189/693, d1=0.700, d2=0.788 g=0.675 2/2 [==============================] - 0s 9ms/step >1, 190/693, d1=0.672, d2=0.762 g=0.678 2/2 [==============================] - 0s 10ms/step >1, 191/693, d1=0.682, d2=0.756 g=0.674 2/2 [==============================] - 0s 10ms/step >1, 192/693, d1=0.680, d2=0.760 g=0.697 2/2 [==============================] - 0s 10ms/step >1, 193/693, d1=0.678, d2=0.750 g=0.710 2/2 [==============================] - 0s 11ms/step >1, 194/693, d1=0.652, d2=0.736 g=0.713 2/2 [==============================] - 0s 10ms/step >1, 195/693, d1=0.643, d2=0.726 g=0.766 2/2 [==============================] - 0s 10ms/step >1, 196/693, d1=0.628, d2=0.712 g=0.774 2/2 [==============================] - 0s 11ms/step >1, 197/693, d1=0.620, d2=0.696 g=0.795 2/2 [==============================] - 0s 10ms/step >1, 198/693, d1=0.600, d2=0.646 g=0.851 2/2 [==============================] - 0s 11ms/step >1, 199/693, d1=0.559, d2=0.653 g=0.890 2/2 [==============================] - 0s 10ms/step >1, 200/693, d1=0.563, d2=0.661 g=0.882 2/2 [==============================] - 0s 10ms/step >1, 201/693, d1=0.545, d2=0.743 g=0.823 2/2 [==============================] - 0s 11ms/step >1, 202/693, d1=0.555, d2=0.907 g=0.667 2/2 [==============================] - 0s 11ms/step >1, 203/693, d1=0.522, d2=0.921 g=0.599 2/2 [==============================] - 0s 10ms/step >1, 204/693, d1=0.592, d2=1.013 g=0.619 2/2 [==============================] - 0s 10ms/step >1, 205/693, d1=0.608, d2=0.952 g=0.633 2/2 [==============================] - 0s 10ms/step >1, 206/693, d1=0.644, d2=0.876 g=0.649 2/2 [==============================] - 0s 11ms/step >1, 207/693, d1=0.699, d2=0.803 g=0.680 2/2 [==============================] - 0s 11ms/step >1, 208/693, d1=0.747, d2=0.766 g=0.715 2/2 [==============================] - 0s 10ms/step >1, 209/693, d1=0.756, d2=0.727 g=0.745 2/2 [==============================] - 0s 10ms/step >1, 210/693, d1=0.798, d2=0.686 g=0.778 2/2 [==============================] - 0s 9ms/step >1, 211/693, d1=0.796, d2=0.645 g=0.814 2/2 [==============================] - 0s 10ms/step >1, 212/693, d1=0.792, d2=0.608 g=0.849 2/2 [==============================] - 0s 11ms/step >1, 213/693, d1=0.791, d2=0.578 g=0.893 2/2 [==============================] - 0s 11ms/step >1, 214/693, d1=0.775, d2=0.548 g=0.932 2/2 [==============================] - 0s 10ms/step >1, 215/693, d1=0.758, d2=0.522 g=0.961 2/2 [==============================] - 0s 11ms/step >1, 216/693, d1=0.777, d2=0.500 g=0.980 2/2 [==============================] - 0s 11ms/step >1, 217/693, d1=0.747, d2=0.487 g=1.009 2/2 [==============================] - 0s 10ms/step >1, 218/693, d1=0.754, d2=0.488 g=1.038 2/2 [==============================] - 0s 11ms/step >1, 219/693, d1=0.719, d2=0.471 g=1.059 2/2 [==============================] - 0s 10ms/step >1, 220/693, d1=0.713, d2=0.449 g=1.087 2/2 [==============================] - 0s 10ms/step >1, 221/693, d1=0.710, d2=0.441 g=1.108 2/2 [==============================] - 0s 10ms/step >1, 222/693, d1=0.706, d2=0.425 g=1.113 2/2 [==============================] - 0s 10ms/step >1, 223/693, d1=0.676, d2=0.442 g=1.155 2/2 [==============================] - 0s 10ms/step >1, 224/693, d1=0.662, d2=0.451 g=1.141 2/2 [==============================] - 0s 9ms/step >1, 225/693, d1=0.641, d2=0.445 g=1.155 2/2 [==============================] - 0s 10ms/step >1, 226/693, d1=0.650, d2=0.457 g=1.122 2/2 [==============================] - 0s 11ms/step >1, 227/693, d1=0.621, d2=0.504 g=0.992 2/2 [==============================] - 0s 10ms/step >1, 228/693, d1=0.610, d2=0.537 g=0.997 2/2 [==============================] - 0s 11ms/step >1, 229/693, d1=0.606, d2=0.644 g=0.880 2/2 [==============================] - 0s 11ms/step >1, 230/693, d1=0.622, d2=0.757 g=0.711 2/2 [==============================] - 0s 11ms/step >1, 231/693, d1=0.655, d2=0.925 g=0.668 2/2 [==============================] - 0s 11ms/step >1, 232/693, d1=0.682, d2=1.036 g=0.578 2/2 [==============================] - 0s 11ms/step >1, 233/693, d1=0.714, d2=1.066 g=0.536 2/2 [==============================] - 0s 11ms/step >1, 234/693, d1=0.682, d2=1.145 g=0.509 2/2 [==============================] - 0s 11ms/step >1, 235/693, d1=0.670, d2=1.110 g=0.520 2/2 [==============================] - 0s 12ms/step >1, 236/693, d1=0.648, d2=0.999 g=0.569 2/2 [==============================] - 0s 9ms/step >1, 237/693, d1=0.678, d2=0.908 g=0.617 2/2 [==============================] - 0s 10ms/step >1, 238/693, d1=0.671, d2=0.794 g=0.675 2/2 [==============================] - 0s 10ms/step >1, 239/693, d1=0.642, d2=0.736 g=0.752 2/2 [==============================] - 0s 10ms/step >1, 240/693, d1=0.633, d2=0.654 g=0.823 2/2 [==============================] - 0s 11ms/step >1, 241/693, d1=0.620, d2=0.593 g=0.879 2/2 [==============================] - 0s 11ms/step >1, 242/693, d1=0.574, d2=0.573 g=0.901 2/2 [==============================] - 0s 10ms/step >1, 243/693, d1=0.568, d2=0.566 g=0.950 2/2 [==============================] - 0s 11ms/step >1, 244/693, d1=0.561, d2=0.613 g=0.893 2/2 [==============================] - 0s 13ms/step >1, 245/693, d1=0.523, d2=0.583 g=0.845 2/2 [==============================] - 0s 12ms/step >1, 246/693, d1=0.474, d2=0.797 g=0.778 2/2 [==============================] - 0s 13ms/step >1, 247/693, d1=0.488, d2=0.864 g=0.681 2/2 [==============================] - 0s 10ms/step >1, 248/693, d1=0.535, d2=0.861 g=0.628 2/2 [==============================] - 0s 11ms/step >1, 249/693, d1=0.566, d2=0.899 g=0.554 2/2 [==============================] - 0s 10ms/step >1, 250/693, d1=0.641, d2=0.922 g=0.587 2/2 [==============================] - 0s 11ms/step >1, 251/693, d1=0.621, d2=0.922 g=0.596 2/2 [==============================] - 0s 9ms/step >1, 252/693, d1=0.696, d2=0.915 g=0.615 2/2 [==============================] - 0s 11ms/step >1, 253/693, d1=0.708, d2=0.855 g=0.652 2/2 [==============================] - 0s 10ms/step >1, 254/693, d1=0.729, d2=0.776 g=0.670 2/2 [==============================] - 0s 10ms/step >1, 255/693, d1=0.762, d2=0.753 g=0.712 2/2 [==============================] - 0s 12ms/step >1, 256/693, d1=0.771, d2=0.699 g=0.742 2/2 [==============================] - 0s 11ms/step >1, 257/693, d1=0.791, d2=0.679 g=0.767 2/2 [==============================] - 0s 11ms/step >1, 258/693, d1=0.798, d2=0.644 g=0.786 2/2 [==============================] - 0s 11ms/step >1, 259/693, d1=0.793, d2=0.630 g=0.809 2/2 [==============================] - 0s 10ms/step >1, 260/693, d1=0.778, d2=0.622 g=0.815 2/2 [==============================] - 0s 10ms/step >1, 261/693, d1=0.790, d2=0.591 g=0.839 2/2 [==============================] - 0s 10ms/step >1, 262/693, d1=0.776, d2=0.591 g=0.845 2/2 [==============================] - 0s 10ms/step >1, 263/693, d1=0.771, d2=0.597 g=0.850 2/2 [==============================] - 0s 10ms/step >1, 264/693, d1=0.757, d2=0.594 g=0.859 2/2 [==============================] - 0s 10ms/step >1, 265/693, d1=0.762, d2=0.575 g=0.876 2/2 [==============================] - 0s 10ms/step >1, 266/693, d1=0.723, d2=0.597 g=0.855 2/2 [==============================] - 0s 10ms/step >1, 267/693, d1=0.748, d2=0.591 g=0.870 2/2 [==============================] - 0s 11ms/step >1, 268/693, d1=0.728, d2=0.574 g=0.862 2/2 [==============================] - 0s 11ms/step >1, 269/693, d1=0.741, d2=0.583 g=0.836 2/2 [==============================] - 0s 11ms/step >1, 270/693, d1=0.724, d2=0.621 g=0.824 2/2 [==============================] - 0s 11ms/step >1, 271/693, d1=0.762, d2=0.656 g=0.814 2/2 [==============================] - 0s 10ms/step >1, 272/693, d1=0.713, d2=0.670 g=0.797 2/2 [==============================] - 0s 10ms/step >1, 273/693, d1=0.727, d2=0.716 g=0.759 2/2 [==============================] - 0s 10ms/step >1, 274/693, d1=0.720, d2=0.718 g=0.722 2/2 [==============================] - 0s 11ms/step >1, 275/693, d1=0.718, d2=0.735 g=0.718 2/2 [==============================] - 0s 10ms/step >1, 276/693, d1=0.705, d2=0.754 g=0.682 2/2 [==============================] - 0s 10ms/step >1, 277/693, d1=0.718, d2=0.783 g=0.679 2/2 [==============================] - 0s 11ms/step >1, 278/693, d1=0.710, d2=0.786 g=0.652 2/2 [==============================] - 0s 10ms/step >1, 279/693, d1=0.728, d2=0.811 g=0.645 2/2 [==============================] - 0s 9ms/step >1, 280/693, d1=0.721, d2=0.793 g=0.667 2/2 [==============================] - 0s 11ms/step >1, 281/693, d1=0.733, d2=0.800 g=0.653 2/2 [==============================] - 0s 11ms/step >1, 282/693, d1=0.717, d2=0.764 g=0.677 2/2 [==============================] - 0s 9ms/step >1, 283/693, d1=0.724, d2=0.747 g=0.701 2/2 [==============================] - 0s 10ms/step >1, 284/693, d1=0.710, d2=0.743 g=0.701 2/2 [==============================] - 0s 10ms/step >1, 285/693, d1=0.719, d2=0.723 g=0.704 2/2 [==============================] - 0s 11ms/step >1, 286/693, d1=0.698, d2=0.725 g=0.732 2/2 [==============================] - 0s 9ms/step >1, 287/693, d1=0.705, d2=0.669 g=0.750 2/2 [==============================] - 0s 10ms/step >1, 288/693, d1=0.688, d2=0.679 g=0.766 2/2 [==============================] - 0s 11ms/step >1, 289/693, d1=0.694, d2=0.688 g=0.772 2/2 [==============================] - 0s 11ms/step >1, 290/693, d1=0.687, d2=0.655 g=0.798 2/2 [==============================] - 0s 11ms/step >1, 291/693, d1=0.658, d2=0.625 g=0.803 2/2 [==============================] - 0s 11ms/step >1, 292/693, d1=0.673, d2=0.651 g=0.796 2/2 [==============================] - 0s 10ms/step >1, 293/693, d1=0.649, d2=0.665 g=0.805 2/2 [==============================] - 0s 9ms/step >1, 294/693, d1=0.650, d2=0.670 g=0.839 2/2 [==============================] - 0s 9ms/step >1, 295/693, d1=0.619, d2=0.671 g=0.795 2/2 [==============================] - 0s 11ms/step >1, 296/693, d1=0.642, d2=0.674 g=0.776 2/2 [==============================] - 0s 10ms/step >1, 297/693, d1=0.612, d2=0.717 g=0.795 2/2 [==============================] - 0s 9ms/step >1, 298/693, d1=0.624, d2=0.672 g=0.790 2/2 [==============================] - 0s 10ms/step >1, 299/693, d1=0.611, d2=0.697 g=0.777 2/2 [==============================] - 0s 10ms/step >1, 300/693, d1=0.590, d2=0.752 g=0.760 2/2 [==============================] - 0s 10ms/step >1, 301/693, d1=0.620, d2=0.719 g=0.749 2/2 [==============================] - 0s 10ms/step >1, 302/693, d1=0.613, d2=0.713 g=0.726 2/2 [==============================] - 0s 11ms/step >1, 303/693, d1=0.660, d2=0.778 g=0.720 2/2 [==============================] - 0s 10ms/step >1, 304/693, d1=0.678, d2=0.791 g=0.698 2/2 [==============================] - 0s 10ms/step >1, 305/693, d1=0.671, d2=0.758 g=0.729 2/2 [==============================] - 0s 11ms/step >1, 306/693, d1=0.706, d2=0.766 g=0.694 2/2 [==============================] - 0s 10ms/step >1, 307/693, d1=0.703, d2=0.779 g=0.704 2/2 [==============================] - 0s 12ms/step >1, 308/693, d1=0.716, d2=0.765 g=0.711 2/2 [==============================] - 0s 10ms/step >1, 309/693, d1=0.754, d2=0.716 g=0.730 2/2 [==============================] - 0s 9ms/step >1, 310/693, d1=0.782, d2=0.706 g=0.742 2/2 [==============================] - 0s 10ms/step >1, 311/693, d1=0.776, d2=0.676 g=0.746 2/2 [==============================] - 0s 11ms/step >1, 312/693, d1=0.781, d2=0.677 g=0.778 2/2 [==============================] - 0s 10ms/step >1, 313/693, d1=0.804, d2=0.671 g=0.784 2/2 [==============================] - 0s 10ms/step >1, 314/693, d1=0.796, d2=0.638 g=0.803 2/2 [==============================] - 0s 11ms/step >1, 315/693, d1=0.802, d2=0.641 g=0.822 2/2 [==============================] - 0s 11ms/step >1, 316/693, d1=0.809, d2=0.606 g=0.846 2/2 [==============================] - 0s 11ms/step >1, 317/693, d1=0.784, d2=0.590 g=0.858 2/2 [==============================] - 0s 10ms/step >1, 318/693, d1=0.821, d2=0.600 g=0.852 2/2 [==============================] - 0s 11ms/step >1, 319/693, d1=0.779, d2=0.588 g=0.864 2/2 [==============================] - 0s 11ms/step >1, 320/693, d1=0.777, d2=0.571 g=0.883 2/2 [==============================] - 0s 10ms/step >1, 321/693, d1=0.790, d2=0.577 g=0.866 2/2 [==============================] - 0s 10ms/step >1, 322/693, d1=0.763, d2=0.595 g=0.847 2/2 [==============================] - 0s 11ms/step >1, 323/693, d1=0.751, d2=0.603 g=0.856 2/2 [==============================] - 0s 11ms/step >1, 324/693, d1=0.772, d2=0.622 g=0.832 2/2 [==============================] - 0s 11ms/step >1, 325/693, d1=0.731, d2=0.615 g=0.810 2/2 [==============================] - 0s 10ms/step >1, 326/693, d1=0.738, d2=0.644 g=0.816 2/2 [==============================] - 0s 10ms/step >1, 327/693, d1=0.742, d2=0.670 g=0.763 2/2 [==============================] - 0s 12ms/step >1, 328/693, d1=0.736, d2=0.693 g=0.761 2/2 [==============================] - 0s 11ms/step >1, 329/693, d1=0.738, d2=0.714 g=0.720 2/2 [==============================] - 0s 11ms/step >1, 330/693, d1=0.711, d2=0.771 g=0.679 2/2 [==============================] - 0s 12ms/step >1, 331/693, d1=0.736, d2=0.790 g=0.668 2/2 [==============================] - 0s 10ms/step >1, 332/693, d1=0.714, d2=0.830 g=0.651 2/2 [==============================] - 0s 11ms/step >1, 333/693, d1=0.723, d2=0.788 g=0.612 2/2 [==============================] - 0s 10ms/step >1, 334/693, d1=0.724, d2=0.872 g=0.607 2/2 [==============================] - 0s 11ms/step >1, 335/693, d1=0.708, d2=0.847 g=0.609 2/2 [==============================] - 0s 11ms/step >1, 336/693, d1=0.717, d2=0.853 g=0.604 2/2 [==============================] - 0s 10ms/step >1, 337/693, d1=0.713, d2=0.820 g=0.608 2/2 [==============================] - 0s 10ms/step >1, 338/693, d1=0.719, d2=0.827 g=0.626 2/2 [==============================] - 0s 11ms/step >1, 339/693, d1=0.720, d2=0.802 g=0.642 2/2 [==============================] - 0s 10ms/step >1, 340/693, d1=0.701, d2=0.770 g=0.673 2/2 [==============================] - 0s 10ms/step >1, 341/693, d1=0.696, d2=0.735 g=0.700 2/2 [==============================] - 0s 10ms/step >1, 342/693, d1=0.691, d2=0.719 g=0.728 2/2 [==============================] - 0s 10ms/step >1, 343/693, d1=0.684, d2=0.677 g=0.760 2/2 [==============================] - 0s 11ms/step >1, 344/693, d1=0.680, d2=0.648 g=0.789 2/2 [==============================] - 0s 10ms/step >1, 345/693, d1=0.650, d2=0.648 g=0.796 2/2 [==============================] - 0s 11ms/step >1, 346/693, d1=0.642, d2=0.635 g=0.804 2/2 [==============================] - 0s 10ms/step >1, 347/693, d1=0.642, d2=0.632 g=0.814 2/2 [==============================] - 0s 9ms/step >1, 348/693, d1=0.637, d2=0.635 g=0.807 2/2 [==============================] - 0s 10ms/step >1, 349/693, d1=0.615, d2=0.657 g=0.781 2/2 [==============================] - 0s 11ms/step >1, 350/693, d1=0.618, d2=0.645 g=0.775 2/2 [==============================] - 0s 9ms/step >1, 351/693, d1=0.596, d2=0.688 g=0.733 2/2 [==============================] - 0s 11ms/step >1, 352/693, d1=0.623, d2=0.720 g=0.752 2/2 [==============================] - 0s 11ms/step >1, 353/693, d1=0.605, d2=0.729 g=0.721 2/2 [==============================] - 0s 14ms/step >1, 354/693, d1=0.602, d2=0.739 g=0.705 2/2 [==============================] - 0s 11ms/step >1, 355/693, d1=0.629, d2=0.745 g=0.685 2/2 [==============================] - 0s 12ms/step >1, 356/693, d1=0.635, d2=0.759 g=0.679 2/2 [==============================] - 0s 10ms/step >1, 357/693, d1=0.649, d2=0.727 g=0.694 2/2 [==============================] - 0s 10ms/step >1, 358/693, d1=0.663, d2=0.736 g=0.702 2/2 [==============================] - 0s 11ms/step >1, 359/693, d1=0.660, d2=0.754 g=0.692 2/2 [==============================] - 0s 10ms/step >1, 360/693, d1=0.683, d2=0.729 g=0.713 2/2 [==============================] - 0s 11ms/step >1, 361/693, d1=0.686, d2=0.708 g=0.716 2/2 [==============================] - 0s 10ms/step >1, 362/693, d1=0.693, d2=0.698 g=0.705 2/2 [==============================] - 0s 10ms/step >1, 363/693, d1=0.713, d2=0.700 g=0.716 2/2 [==============================] - 0s 10ms/step >1, 364/693, d1=0.701, d2=0.682 g=0.739 2/2 [==============================] - 0s 10ms/step >1, 365/693, d1=0.721, d2=0.662 g=0.740 2/2 [==============================] - 0s 10ms/step >1, 366/693, d1=0.737, d2=0.653 g=0.749 2/2 [==============================] - 0s 9ms/step >1, 367/693, d1=0.714, d2=0.662 g=0.755 2/2 [==============================] - 0s 10ms/step >1, 368/693, d1=0.732, d2=0.670 g=0.765 2/2 [==============================] - 0s 11ms/step >1, 369/693, d1=0.714, d2=0.674 g=0.773 2/2 [==============================] - 0s 10ms/step >1, 370/693, d1=0.720, d2=0.659 g=0.770 2/2 [==============================] - 0s 11ms/step >1, 371/693, d1=0.743, d2=0.639 g=0.775 2/2 [==============================] - 0s 11ms/step >1, 372/693, d1=0.725, d2=0.674 g=0.750 2/2 [==============================] - 0s 17ms/step >1, 373/693, d1=0.733, d2=0.658 g=0.762 2/2 [==============================] - 0s 10ms/step >1, 374/693, d1=0.721, d2=0.677 g=0.760 2/2 [==============================] - 0s 10ms/step >1, 375/693, d1=0.734, d2=0.678 g=0.751 2/2 [==============================] - 0s 10ms/step >1, 376/693, d1=0.716, d2=0.677 g=0.757 2/2 [==============================] - 0s 10ms/step >1, 377/693, d1=0.727, d2=0.656 g=0.763 2/2 [==============================] - 0s 10ms/step >1, 378/693, d1=0.731, d2=0.693 g=0.736 2/2 [==============================] - 0s 9ms/step >1, 379/693, d1=0.720, d2=0.691 g=0.706 2/2 [==============================] - 0s 10ms/step >1, 380/693, d1=0.705, d2=0.717 g=0.699 2/2 [==============================] - 0s 11ms/step >1, 381/693, d1=0.728, d2=0.747 g=0.697 2/2 [==============================] - 0s 11ms/step >1, 382/693, d1=0.719, d2=0.726 g=0.679 2/2 [==============================] - 0s 11ms/step >1, 383/693, d1=0.714, d2=0.755 g=0.675 2/2 [==============================] - 0s 10ms/step >1, 384/693, d1=0.700, d2=0.761 g=0.669 2/2 [==============================] - 0s 10ms/step >1, 385/693, d1=0.730, d2=0.774 g=0.649 2/2 [==============================] - 0s 13ms/step >1, 386/693, d1=0.719, d2=0.770 g=0.642 2/2 [==============================] - 0s 11ms/step >1, 387/693, d1=0.723, d2=0.783 g=0.651 2/2 [==============================] - 0s 11ms/step >1, 388/693, d1=0.691, d2=0.766 g=0.661 2/2 [==============================] - 0s 9ms/step >1, 389/693, d1=0.728, d2=0.800 g=0.652 2/2 [==============================] - 0s 11ms/step >1, 390/693, d1=0.728, d2=0.734 g=0.675 2/2 [==============================] - 0s 10ms/step >1, 391/693, d1=0.698, d2=0.729 g=0.670 2/2 [==============================] - 0s 10ms/step >1, 392/693, d1=0.706, d2=0.727 g=0.703 2/2 [==============================] - 0s 10ms/step >1, 393/693, d1=0.680, d2=0.711 g=0.721 2/2 [==============================] - 0s 10ms/step >1, 394/693, d1=0.703, d2=0.702 g=0.721 2/2 [==============================] - 0s 9ms/step >1, 395/693, d1=0.684, d2=0.663 g=0.757 2/2 [==============================] - 0s 10ms/step >1, 396/693, d1=0.671, d2=0.656 g=0.774 2/2 [==============================] - 0s 11ms/step >1, 397/693, d1=0.669, d2=0.666 g=0.786 2/2 [==============================] - 0s 10ms/step >1, 398/693, d1=0.662, d2=0.674 g=0.768 2/2 [==============================] - 0s 10ms/step >1, 399/693, d1=0.659, d2=0.660 g=0.787 2/2 [==============================] - 0s 11ms/step >1, 400/693, d1=0.641, d2=0.672 g=0.761 2/2 [==============================] - 0s 9ms/step >1, 401/693, d1=0.629, d2=0.672 g=0.756 2/2 [==============================] - 0s 11ms/step >1, 402/693, d1=0.634, d2=0.683 g=0.730 2/2 [==============================] - 0s 10ms/step >1, 403/693, d1=0.637, d2=0.704 g=0.722 2/2 [==============================] - 0s 11ms/step >1, 404/693, d1=0.622, d2=0.716 g=0.728 2/2 [==============================] - 0s 11ms/step >1, 405/693, d1=0.636, d2=0.702 g=0.710 2/2 [==============================] - 0s 10ms/step >1, 406/693, d1=0.637, d2=0.751 g=0.733 2/2 [==============================] - 0s 11ms/step >1, 407/693, d1=0.641, d2=0.745 g=0.707 2/2 [==============================] - 0s 10ms/step >1, 408/693, d1=0.666, d2=0.764 g=0.683 2/2 [==============================] - 0s 10ms/step >1, 409/693, d1=0.641, d2=0.742 g=0.677 2/2 [==============================] - 0s 10ms/step >1, 410/693, d1=0.650, d2=0.784 g=0.712 2/2 [==============================] - 0s 10ms/step >1, 411/693, d1=0.673, d2=0.752 g=0.698 2/2 [==============================] - 0s 10ms/step >1, 412/693, d1=0.680, d2=0.722 g=0.688 2/2 [==============================] - 0s 10ms/step >1, 413/693, d1=0.667, d2=0.747 g=0.687 2/2 [==============================] - 0s 10ms/step >1, 414/693, d1=0.704, d2=0.749 g=0.675 2/2 [==============================] - 0s 10ms/step >1, 415/693, d1=0.694, d2=0.730 g=0.709 2/2 [==============================] - 0s 9ms/step >1, 416/693, d1=0.728, d2=0.710 g=0.708 2/2 [==============================] - 0s 11ms/step >1, 417/693, d1=0.713, d2=0.650 g=0.701 2/2 [==============================] - 0s 10ms/step >1, 418/693, d1=0.717, d2=0.710 g=0.718 2/2 [==============================] - 0s 10ms/step >1, 419/693, d1=0.732, d2=0.699 g=0.737 2/2 [==============================] - 0s 10ms/step >1, 420/693, d1=0.712, d2=0.667 g=0.735 2/2 [==============================] - 0s 10ms/step >1, 421/693, d1=0.728, d2=0.686 g=0.761 2/2 [==============================] - 0s 10ms/step >1, 422/693, d1=0.737, d2=0.687 g=0.746 2/2 [==============================] - 0s 10ms/step >1, 423/693, d1=0.723, d2=0.658 g=0.750 2/2 [==============================] - 0s 10ms/step >1, 424/693, d1=0.725, d2=0.686 g=0.766 2/2 [==============================] - 0s 11ms/step >1, 425/693, d1=0.731, d2=0.612 g=0.738 2/2 [==============================] - 0s 10ms/step >1, 426/693, d1=0.737, d2=0.661 g=0.769 2/2 [==============================] - 0s 10ms/step >1, 427/693, d1=0.727, d2=0.671 g=0.765 2/2 [==============================] - 0s 11ms/step >1, 428/693, d1=0.746, d2=0.648 g=0.775 2/2 [==============================] - 0s 10ms/step >1, 429/693, d1=0.736, d2=0.654 g=0.756 2/2 [==============================] - 0s 10ms/step >1, 430/693, d1=0.741, d2=0.660 g=0.788 2/2 [==============================] - 0s 10ms/step >1, 431/693, d1=0.722, d2=0.651 g=0.782 2/2 [==============================] - 0s 10ms/step >1, 432/693, d1=0.716, d2=0.661 g=0.762 2/2 [==============================] - 0s 11ms/step >1, 433/693, d1=0.721, d2=0.640 g=0.780 2/2 [==============================] - 0s 10ms/step >1, 434/693, d1=0.732, d2=0.660 g=0.763 2/2 [==============================] - 0s 11ms/step >1, 435/693, d1=0.724, d2=0.662 g=0.756 2/2 [==============================] - 0s 10ms/step >1, 436/693, d1=0.719, d2=0.658 g=0.758 2/2 [==============================] - 0s 11ms/step >1, 437/693, d1=0.729, d2=0.656 g=0.748 2/2 [==============================] - 0s 9ms/step >1, 438/693, d1=0.713, d2=0.677 g=0.770 2/2 [==============================] - 0s 10ms/step >1, 439/693, d1=0.721, d2=0.672 g=0.742 2/2 [==============================] - 0s 10ms/step >1, 440/693, d1=0.706, d2=0.691 g=0.741 2/2 [==============================] - 0s 10ms/step >1, 441/693, d1=0.705, d2=0.688 g=0.739 2/2 [==============================] - 0s 10ms/step >1, 442/693, d1=0.696, d2=0.695 g=0.730 2/2 [==============================] - 0s 10ms/step >1, 443/693, d1=0.698, d2=0.687 g=0.733 2/2 [==============================] - 0s 10ms/step >1, 444/693, d1=0.694, d2=0.651 g=0.741 2/2 [==============================] - 0s 10ms/step >1, 445/693, d1=0.681, d2=0.692 g=0.728 2/2 [==============================] - 0s 11ms/step >1, 446/693, d1=0.710, d2=0.695 g=0.728 2/2 [==============================] - 0s 10ms/step >1, 447/693, d1=0.699, d2=0.683 g=0.716 2/2 [==============================] - 0s 10ms/step >1, 448/693, d1=0.720, d2=0.681 g=0.760 2/2 [==============================] - 0s 15ms/step >1, 449/693, d1=0.699, d2=0.657 g=0.767 2/2 [==============================] - 0s 11ms/step >1, 450/693, d1=0.702, d2=0.682 g=0.734 2/2 [==============================] - 0s 10ms/step >1, 451/693, d1=0.692, d2=0.689 g=0.742 2/2 [==============================] - 0s 11ms/step >1, 452/693, d1=0.695, d2=0.683 g=0.738 2/2 [==============================] - 0s 10ms/step >1, 453/693, d1=0.700, d2=0.687 g=0.735 2/2 [==============================] - 0s 11ms/step >1, 454/693, d1=0.697, d2=0.687 g=0.730 2/2 [==============================] - 0s 10ms/step >1, 455/693, d1=0.682, d2=0.680 g=0.754 2/2 [==============================] - 0s 10ms/step >1, 456/693, d1=0.690, d2=0.671 g=0.738 2/2 [==============================] - 0s 10ms/step >1, 457/693, d1=0.673, d2=0.689 g=0.739 2/2 [==============================] - 0s 9ms/step >1, 458/693, d1=0.699, d2=0.645 g=0.767 2/2 [==============================] - 0s 11ms/step >1, 459/693, d1=0.673, d2=0.679 g=0.744 2/2 [==============================] - 0s 10ms/step >1, 460/693, d1=0.669, d2=0.664 g=0.737 2/2 [==============================] - 0s 10ms/step >1, 461/693, d1=0.673, d2=0.698 g=0.747 2/2 [==============================] - 0s 11ms/step >1, 462/693, d1=0.668, d2=0.674 g=0.749 2/2 [==============================] - 0s 10ms/step >1, 463/693, d1=0.683, d2=0.686 g=0.736 2/2 [==============================] - 0s 10ms/step >1, 464/693, d1=0.665, d2=0.697 g=0.726 2/2 [==============================] - 0s 10ms/step >1, 465/693, d1=0.688, d2=0.700 g=0.734 2/2 [==============================] - 0s 11ms/step >1, 466/693, d1=0.660, d2=0.694 g=0.729 2/2 [==============================] - 0s 11ms/step >1, 467/693, d1=0.669, d2=0.698 g=0.718 2/2 [==============================] - 0s 10ms/step >1, 468/693, d1=0.685, d2=0.697 g=0.722 2/2 [==============================] - 0s 10ms/step >1, 469/693, d1=0.675, d2=0.694 g=0.703 2/2 [==============================] - 0s 11ms/step >1, 470/693, d1=0.671, d2=0.713 g=0.726 2/2 [==============================] - 0s 10ms/step >1, 471/693, d1=0.675, d2=0.719 g=0.699 2/2 [==============================] - 0s 11ms/step >1, 472/693, d1=0.673, d2=0.696 g=0.707 2/2 [==============================] - 0s 10ms/step >1, 473/693, d1=0.671, d2=0.714 g=0.722 2/2 [==============================] - 0s 10ms/step >1, 474/693, d1=0.678, d2=0.704 g=0.699 2/2 [==============================] - 0s 11ms/step >1, 475/693, d1=0.677, d2=0.726 g=0.696 2/2 [==============================] - 0s 10ms/step >1, 476/693, d1=0.674, d2=0.729 g=0.702 2/2 [==============================] - 0s 11ms/step >1, 477/693, d1=0.672, d2=0.718 g=0.717 2/2 [==============================] - 0s 10ms/step >1, 478/693, d1=0.695, d2=0.712 g=0.700 2/2 [==============================] - 0s 11ms/step >1, 479/693, d1=0.684, d2=0.725 g=0.698 2/2 [==============================] - 0s 10ms/step >1, 480/693, d1=0.682, d2=0.734 g=0.687 2/2 [==============================] - 0s 10ms/step >1, 481/693, d1=0.685, d2=0.720 g=0.690 2/2 [==============================] - 0s 11ms/step >1, 482/693, d1=0.691, d2=0.744 g=0.720 2/2 [==============================] - 0s 11ms/step >1, 483/693, d1=0.696, d2=0.725 g=0.717 2/2 [==============================] - 0s 10ms/step >1, 484/693, d1=0.700, d2=0.716 g=0.713 2/2 [==============================] - 0s 9ms/step >1, 485/693, d1=0.705, d2=0.723 g=0.683 2/2 [==============================] - 0s 11ms/step >1, 486/693, d1=0.702, d2=0.704 g=0.695 2/2 [==============================] - 0s 11ms/step >1, 487/693, d1=0.705, d2=0.712 g=0.736 2/2 [==============================] - 0s 11ms/step >1, 488/693, d1=0.726, d2=0.689 g=0.699 2/2 [==============================] - 0s 11ms/step >1, 489/693, d1=0.703, d2=0.704 g=0.707 2/2 [==============================] - 0s 11ms/step >1, 490/693, d1=0.721, d2=0.693 g=0.736 2/2 [==============================] - 0s 11ms/step >1, 491/693, d1=0.719, d2=0.692 g=0.733 2/2 [==============================] - 0s 12ms/step >1, 492/693, d1=0.724, d2=0.687 g=0.715 2/2 [==============================] - 0s 10ms/step >1, 493/693, d1=0.714, d2=0.710 g=0.758 2/2 [==============================] - 0s 10ms/step >1, 494/693, d1=0.731, d2=0.692 g=0.769 2/2 [==============================] - 0s 10ms/step >1, 495/693, d1=0.712, d2=0.671 g=0.753 2/2 [==============================] - 0s 11ms/step >1, 496/693, d1=0.702, d2=0.694 g=0.742 2/2 [==============================] - 0s 11ms/step >1, 497/693, d1=0.728, d2=0.651 g=0.731 2/2 [==============================] - 0s 11ms/step >1, 498/693, d1=0.711, d2=0.686 g=0.742 2/2 [==============================] - 0s 10ms/step >1, 499/693, d1=0.711, d2=0.666 g=0.757 2/2 [==============================] - 0s 11ms/step >1, 500/693, d1=0.715, d2=0.670 g=0.762 2/2 [==============================] - 0s 10ms/step >1, 501/693, d1=0.701, d2=0.678 g=0.730 2/2 [==============================] - 0s 10ms/step >1, 502/693, d1=0.700, d2=0.675 g=0.749 2/2 [==============================] - 0s 11ms/step >1, 503/693, d1=0.709, d2=0.673 g=0.763 2/2 [==============================] - 0s 10ms/step >1, 504/693, d1=0.711, d2=0.668 g=0.754 2/2 [==============================] - 0s 10ms/step >1, 505/693, d1=0.702, d2=0.655 g=0.794 2/2 [==============================] - 0s 10ms/step >1, 506/693, d1=0.709, d2=0.661 g=0.757 2/2 [==============================] - 0s 11ms/step >1, 507/693, d1=0.707, d2=0.696 g=0.744 2/2 [==============================] - 0s 11ms/step >1, 508/693, d1=0.698, d2=0.657 g=0.719 2/2 [==============================] - 0s 11ms/step >1, 509/693, d1=0.690, d2=0.692 g=0.766 2/2 [==============================] - 0s 12ms/step >1, 510/693, d1=0.695, d2=0.693 g=0.725 2/2 [==============================] - 0s 10ms/step >1, 511/693, d1=0.697, d2=0.678 g=0.741 2/2 [==============================] - 0s 10ms/step >1, 512/693, d1=0.693, d2=0.684 g=0.736 2/2 [==============================] - 0s 11ms/step >1, 513/693, d1=0.703, d2=0.682 g=0.702 2/2 [==============================] - 0s 11ms/step >1, 514/693, d1=0.706, d2=0.677 g=0.718 2/2 [==============================] - 0s 12ms/step >1, 515/693, d1=0.703, d2=0.691 g=0.741 2/2 [==============================] - 0s 11ms/step >1, 516/693, d1=0.689, d2=0.682 g=0.717 2/2 [==============================] - 0s 11ms/step >1, 517/693, d1=0.697, d2=0.719 g=0.691 2/2 [==============================] - 0s 11ms/step >1, 518/693, d1=0.683, d2=0.682 g=0.715 2/2 [==============================] - 0s 11ms/step >1, 519/693, d1=0.694, d2=0.697 g=0.730 2/2 [==============================] - 0s 10ms/step >1, 520/693, d1=0.697, d2=0.719 g=0.692 2/2 [==============================] - 0s 10ms/step >1, 521/693, d1=0.698, d2=0.683 g=0.715 2/2 [==============================] - 0s 11ms/step >1, 522/693, d1=0.705, d2=0.711 g=0.731 2/2 [==============================] - 0s 11ms/step >1, 523/693, d1=0.683, d2=0.706 g=0.736 2/2 [==============================] - 0s 11ms/step >1, 524/693, d1=0.691, d2=0.711 g=0.723 2/2 [==============================] - 0s 10ms/step >1, 525/693, d1=0.695, d2=0.690 g=0.712 2/2 [==============================] - 0s 11ms/step >1, 526/693, d1=0.685, d2=0.709 g=0.757 2/2 [==============================] - 0s 10ms/step >1, 527/693, d1=0.711, d2=0.690 g=0.750 2/2 [==============================] - 0s 10ms/step >1, 528/693, d1=0.705, d2=0.692 g=0.737 2/2 [==============================] - 0s 10ms/step >1, 529/693, d1=0.676, d2=0.700 g=0.763 2/2 [==============================] - 0s 10ms/step >1, 530/693, d1=0.685, d2=0.703 g=0.754 2/2 [==============================] - 0s 9ms/step >1, 531/693, d1=0.703, d2=0.696 g=0.701 2/2 [==============================] - 0s 9ms/step >1, 532/693, d1=0.695, d2=0.705 g=0.696 2/2 [==============================] - 0s 10ms/step >1, 533/693, d1=0.692, d2=0.679 g=0.735 2/2 [==============================] - 0s 9ms/step >1, 534/693, d1=0.685, d2=0.697 g=0.748 2/2 [==============================] - 0s 10ms/step >1, 535/693, d1=0.700, d2=0.686 g=0.739 2/2 [==============================] - 0s 12ms/step >1, 536/693, d1=0.685, d2=0.686 g=0.722 2/2 [==============================] - 0s 10ms/step >1, 537/693, d1=0.697, d2=0.695 g=0.745 2/2 [==============================] - 0s 9ms/step >1, 538/693, d1=0.689, d2=0.706 g=0.760 2/2 [==============================] - 0s 11ms/step >1, 539/693, d1=0.694, d2=0.693 g=0.747 2/2 [==============================] - 0s 10ms/step >1, 540/693, d1=0.701, d2=0.669 g=0.730 2/2 [==============================] - 0s 10ms/step >1, 541/693, d1=0.689, d2=0.695 g=0.721 2/2 [==============================] - 0s 11ms/step >1, 542/693, d1=0.692, d2=0.707 g=0.738 2/2 [==============================] - 0s 10ms/step >1, 543/693, d1=0.687, d2=0.687 g=0.748 2/2 [==============================] - 0s 10ms/step >1, 544/693, d1=0.705, d2=0.694 g=0.706 2/2 [==============================] - 0s 10ms/step >1, 545/693, d1=0.692, d2=0.685 g=0.757 2/2 [==============================] - 0s 11ms/step >1, 546/693, d1=0.698, d2=0.688 g=0.794 2/2 [==============================] - 0s 11ms/step >1, 547/693, d1=0.697, d2=0.675 g=0.751 2/2 [==============================] - 0s 11ms/step >1, 548/693, d1=0.701, d2=0.698 g=0.759 2/2 [==============================] - 0s 10ms/step >1, 549/693, d1=0.688, d2=0.687 g=0.746 2/2 [==============================] - 0s 10ms/step >1, 550/693, d1=0.699, d2=0.665 g=0.741 2/2 [==============================] - 0s 9ms/step >1, 551/693, d1=0.690, d2=0.663 g=0.744 2/2 [==============================] - 0s 10ms/step >1, 552/693, d1=0.692, d2=0.674 g=0.770 2/2 [==============================] - 0s 11ms/step >1, 553/693, d1=0.685, d2=0.663 g=0.764 2/2 [==============================] - 0s 11ms/step >1, 554/693, d1=0.690, d2=0.657 g=0.775 2/2 [==============================] - 0s 13ms/step >1, 555/693, d1=0.688, d2=0.681 g=0.770 2/2 [==============================] - 0s 11ms/step >1, 556/693, d1=0.689, d2=0.654 g=0.789 2/2 [==============================] - 0s 11ms/step >1, 557/693, d1=0.693, d2=0.653 g=0.768 2/2 [==============================] - 0s 10ms/step >1, 558/693, d1=0.696, d2=0.653 g=0.779 2/2 [==============================] - 0s 11ms/step >1, 559/693, d1=0.672, d2=0.644 g=0.767 2/2 [==============================] - 0s 11ms/step >1, 560/693, d1=0.702, d2=0.673 g=0.768 2/2 [==============================] - 0s 10ms/step >1, 561/693, d1=0.686, d2=0.645 g=0.716 2/2 [==============================] - 0s 10ms/step >1, 562/693, d1=0.689, d2=0.676 g=0.735 2/2 [==============================] - 0s 12ms/step >1, 563/693, d1=0.682, d2=0.685 g=0.797 2/2 [==============================] - 0s 11ms/step >1, 564/693, d1=0.690, d2=0.654 g=0.784 2/2 [==============================] - 0s 11ms/step >1, 565/693, d1=0.692, d2=0.672 g=0.755 2/2 [==============================] - 0s 11ms/step >1, 566/693, d1=0.688, d2=0.676 g=0.726 2/2 [==============================] - 0s 10ms/step >1, 567/693, d1=0.692, d2=0.660 g=0.736 2/2 [==============================] - 0s 9ms/step >1, 568/693, d1=0.693, d2=0.671 g=0.756 2/2 [==============================] - 0s 11ms/step >1, 569/693, d1=0.689, d2=0.642 g=0.747 2/2 [==============================] - 0s 10ms/step >1, 570/693, d1=0.695, d2=0.639 g=0.736 2/2 [==============================] - 0s 11ms/step >1, 571/693, d1=0.707, d2=0.644 g=0.764 2/2 [==============================] - 0s 10ms/step >1, 572/693, d1=0.688, d2=0.672 g=0.772 2/2 [==============================] - 0s 11ms/step >1, 573/693, d1=0.699, d2=0.688 g=0.729 2/2 [==============================] - 0s 10ms/step >1, 574/693, d1=0.669, d2=0.679 g=0.759 2/2 [==============================] - 0s 10ms/step >1, 575/693, d1=0.699, d2=0.666 g=0.760 2/2 [==============================] - 0s 10ms/step >1, 576/693, d1=0.681, d2=0.666 g=0.746 2/2 [==============================] - 0s 9ms/step >1, 577/693, d1=0.676, d2=0.702 g=0.780 2/2 [==============================] - 0s 10ms/step >1, 578/693, d1=0.711, d2=0.659 g=0.747 2/2 [==============================] - 0s 10ms/step >1, 579/693, d1=0.686, d2=0.687 g=0.813 2/2 [==============================] - 0s 10ms/step >1, 580/693, d1=0.671, d2=0.694 g=0.722 2/2 [==============================] - 0s 10ms/step >1, 581/693, d1=0.677, d2=0.693 g=0.757 2/2 [==============================] - 0s 10ms/step >1, 582/693, d1=0.679, d2=0.692 g=0.809 2/2 [==============================] - 0s 10ms/step >1, 583/693, d1=0.678, d2=0.690 g=0.774 2/2 [==============================] - 0s 11ms/step >1, 584/693, d1=0.675, d2=0.701 g=0.789 2/2 [==============================] - 0s 11ms/step >1, 585/693, d1=0.679, d2=0.661 g=0.759 2/2 [==============================] - 0s 11ms/step >1, 586/693, d1=0.691, d2=0.712 g=0.762 2/2 [==============================] - 0s 11ms/step >1, 587/693, d1=0.675, d2=0.680 g=0.734 2/2 [==============================] - 0s 11ms/step >1, 588/693, d1=0.679, d2=0.686 g=0.745 2/2 [==============================] - 0s 10ms/step >1, 589/693, d1=0.694, d2=0.692 g=0.738 2/2 [==============================] - 0s 11ms/step >1, 590/693, d1=0.688, d2=0.715 g=0.737 2/2 [==============================] - 0s 11ms/step >1, 591/693, d1=0.684, d2=0.698 g=0.712 2/2 [==============================] - 0s 10ms/step >1, 592/693, d1=0.687, d2=0.678 g=0.733 2/2 [==============================] - 0s 11ms/step >1, 593/693, d1=0.677, d2=0.691 g=0.750 2/2 [==============================] - 0s 10ms/step >1, 594/693, d1=0.678, d2=0.686 g=0.742 2/2 [==============================] - 0s 11ms/step >1, 595/693, d1=0.694, d2=0.703 g=0.746 2/2 [==============================] - 0s 11ms/step >1, 596/693, d1=0.684, d2=0.705 g=0.739 2/2 [==============================] - 0s 10ms/step >1, 597/693, d1=0.685, d2=0.708 g=0.741 2/2 [==============================] - 0s 10ms/step >1, 598/693, d1=0.703, d2=0.720 g=0.700 2/2 [==============================] - 0s 11ms/step >1, 599/693, d1=0.674, d2=0.691 g=0.737 2/2 [==============================] - 0s 10ms/step >1, 600/693, d1=0.683, d2=0.711 g=0.781 2/2 [==============================] - 0s 10ms/step >1, 601/693, d1=0.683, d2=0.683 g=0.742 2/2 [==============================] - 0s 11ms/step >1, 602/693, d1=0.675, d2=0.701 g=0.754 2/2 [==============================] - 0s 10ms/step >1, 603/693, d1=0.696, d2=0.710 g=0.714 2/2 [==============================] - 0s 10ms/step >1, 604/693, d1=0.688, d2=0.721 g=0.713 2/2 [==============================] - 0s 10ms/step >1, 605/693, d1=0.692, d2=0.722 g=0.729 2/2 [==============================] - 0s 10ms/step >1, 606/693, d1=0.696, d2=0.707 g=0.714 2/2 [==============================] - 0s 11ms/step >1, 607/693, d1=0.701, d2=0.718 g=0.770 2/2 [==============================] - 0s 10ms/step >1, 608/693, d1=0.698, d2=0.719 g=0.738 2/2 [==============================] - 0s 12ms/step >1, 609/693, d1=0.706, d2=0.673 g=0.716 2/2 [==============================] - 0s 10ms/step >1, 610/693, d1=0.696, d2=0.694 g=0.717 2/2 [==============================] - 0s 10ms/step >1, 611/693, d1=0.703, d2=0.716 g=0.746 2/2 [==============================] - 0s 10ms/step >1, 612/693, d1=0.695, d2=0.716 g=0.752 2/2 [==============================] - 0s 10ms/step >1, 613/693, d1=0.697, d2=0.706 g=0.752 2/2 [==============================] - 0s 11ms/step >1, 614/693, d1=0.705, d2=0.690 g=0.767 2/2 [==============================] - 0s 10ms/step >1, 615/693, d1=0.706, d2=0.702 g=0.691 2/2 [==============================] - 0s 11ms/step >1, 616/693, d1=0.714, d2=0.652 g=0.739 2/2 [==============================] - 0s 10ms/step >1, 617/693, d1=0.710, d2=0.704 g=0.786 2/2 [==============================] - 0s 11ms/step >1, 618/693, d1=0.711, d2=0.697 g=0.764 2/2 [==============================] - 0s 11ms/step >1, 619/693, d1=0.703, d2=0.703 g=0.725 2/2 [==============================] - 0s 11ms/step >1, 620/693, d1=0.698, d2=0.680 g=0.764 2/2 [==============================] - 0s 10ms/step >1, 621/693, d1=0.702, d2=0.682 g=0.790 2/2 [==============================] - 0s 10ms/step >1, 622/693, d1=0.709, d2=0.671 g=0.733 2/2 [==============================] - 0s 10ms/step >1, 623/693, d1=0.705, d2=0.687 g=0.787 2/2 [==============================] - 0s 10ms/step >1, 624/693, d1=0.719, d2=0.637 g=0.735 2/2 [==============================] - 0s 12ms/step >1, 625/693, d1=0.715, d2=0.698 g=0.815 2/2 [==============================] - 0s 10ms/step >1, 626/693, d1=0.700, d2=0.669 g=0.777 2/2 [==============================] - 0s 10ms/step >1, 627/693, d1=0.710, d2=0.675 g=0.771 2/2 [==============================] - 0s 10ms/step >1, 628/693, d1=0.714, d2=0.655 g=0.798 2/2 [==============================] - 0s 9ms/step >1, 629/693, d1=0.714, d2=0.671 g=0.785 2/2 [==============================] - 0s 10ms/step >1, 630/693, d1=0.703, d2=0.678 g=0.785 2/2 [==============================] - 0s 11ms/step >1, 631/693, d1=0.696, d2=0.669 g=0.810 2/2 [==============================] - 0s 11ms/step >1, 632/693, d1=0.699, d2=0.670 g=0.815 2/2 [==============================] - 0s 10ms/step >1, 633/693, d1=0.717, d2=0.697 g=0.771 2/2 [==============================] - 0s 11ms/step >1, 634/693, d1=0.695, d2=0.657 g=0.792 2/2 [==============================] - 0s 10ms/step >1, 635/693, d1=0.715, d2=0.658 g=0.819 2/2 [==============================] - 0s 10ms/step >1, 636/693, d1=0.703, d2=0.671 g=0.774 2/2 [==============================] - 0s 10ms/step >1, 637/693, d1=0.703, d2=0.680 g=0.820 2/2 [==============================] - 0s 11ms/step >1, 638/693, d1=0.694, d2=0.673 g=0.763 2/2 [==============================] - 0s 10ms/step >1, 639/693, d1=0.694, d2=0.683 g=0.731 2/2 [==============================] - 0s 11ms/step >1, 640/693, d1=0.682, d2=0.683 g=0.775 2/2 [==============================] - 0s 10ms/step >1, 641/693, d1=0.712, d2=0.691 g=0.782 2/2 [==============================] - 0s 11ms/step >1, 642/693, d1=0.697, d2=0.702 g=0.814 2/2 [==============================] - 0s 10ms/step >1, 643/693, d1=0.698, d2=0.673 g=0.837 2/2 [==============================] - 0s 10ms/step >1, 644/693, d1=0.700, d2=0.689 g=0.747 2/2 [==============================] - 0s 10ms/step >1, 645/693, d1=0.701, d2=0.667 g=0.717 2/2 [==============================] - 0s 11ms/step >1, 646/693, d1=0.698, d2=0.674 g=0.744 2/2 [==============================] - 0s 10ms/step >1, 647/693, d1=0.698, d2=0.684 g=0.770 2/2 [==============================] - 0s 9ms/step >1, 648/693, d1=0.685, d2=0.707 g=0.773 2/2 [==============================] - 0s 10ms/step >1, 649/693, d1=0.702, d2=0.684 g=0.750 2/2 [==============================] - 0s 11ms/step >1, 650/693, d1=0.706, d2=0.686 g=0.724 2/2 [==============================] - 0s 11ms/step >1, 651/693, d1=0.690, d2=0.674 g=0.792 2/2 [==============================] - 0s 9ms/step >1, 652/693, d1=0.690, d2=0.674 g=0.751 2/2 [==============================] - 0s 10ms/step >1, 653/693, d1=0.699, d2=0.697 g=0.810 2/2 [==============================] - 0s 11ms/step >1, 654/693, d1=0.691, d2=0.696 g=0.759 2/2 [==============================] - 0s 10ms/step >1, 655/693, d1=0.704, d2=0.660 g=0.772 2/2 [==============================] - 0s 13ms/step >1, 656/693, d1=0.686, d2=0.707 g=0.770 2/2 [==============================] - 0s 9ms/step >1, 657/693, d1=0.687, d2=0.659 g=0.767 2/2 [==============================] - 0s 11ms/step >1, 658/693, d1=0.705, d2=0.683 g=0.813 2/2 [==============================] - 0s 10ms/step >1, 659/693, d1=0.684, d2=0.666 g=0.752 2/2 [==============================] - 0s 10ms/step >1, 660/693, d1=0.693, d2=0.678 g=0.760 2/2 [==============================] - 0s 11ms/step >1, 661/693, d1=0.699, d2=0.658 g=0.774 2/2 [==============================] - 0s 11ms/step >1, 662/693, d1=0.697, d2=0.693 g=0.789 2/2 [==============================] - 0s 11ms/step >1, 663/693, d1=0.685, d2=0.689 g=0.734 2/2 [==============================] - 0s 11ms/step >1, 664/693, d1=0.688, d2=0.702 g=0.728 2/2 [==============================] - 0s 10ms/step >1, 665/693, d1=0.698, d2=0.699 g=0.765 2/2 [==============================] - 0s 9ms/step >1, 666/693, d1=0.685, d2=0.674 g=0.794 2/2 [==============================] - 0s 10ms/step >1, 667/693, d1=0.684, d2=0.708 g=0.763 2/2 [==============================] - 0s 10ms/step >1, 668/693, d1=0.693, d2=0.679 g=0.804 2/2 [==============================] - 0s 10ms/step >1, 669/693, d1=0.710, d2=0.671 g=0.774 2/2 [==============================] - 0s 12ms/step >1, 670/693, d1=0.681, d2=0.721 g=0.733 2/2 [==============================] - 0s 10ms/step >1, 671/693, d1=0.709, d2=0.704 g=0.743 2/2 [==============================] - 0s 9ms/step >1, 672/693, d1=0.690, d2=0.677 g=0.735 2/2 [==============================] - 0s 10ms/step >1, 673/693, d1=0.711, d2=0.672 g=0.742 2/2 [==============================] - 0s 11ms/step >1, 674/693, d1=0.696, d2=0.690 g=0.692 2/2 [==============================] - 0s 10ms/step >1, 675/693, d1=0.698, d2=0.692 g=0.772 2/2 [==============================] - 0s 10ms/step >1, 676/693, d1=0.683, d2=0.663 g=0.730 2/2 [==============================] - 0s 10ms/step >1, 677/693, d1=0.698, d2=0.726 g=0.738 2/2 [==============================] - 0s 10ms/step >1, 678/693, d1=0.712, d2=0.663 g=0.754 2/2 [==============================] - 0s 10ms/step >1, 679/693, d1=0.702, d2=0.673 g=0.742 2/2 [==============================] - 0s 10ms/step >1, 680/693, d1=0.706, d2=0.656 g=0.780 2/2 [==============================] - 0s 11ms/step >1, 681/693, d1=0.701, d2=0.690 g=0.776 2/2 [==============================] - 0s 10ms/step >1, 682/693, d1=0.706, d2=0.678 g=0.788 2/2 [==============================] - 0s 10ms/step >1, 683/693, d1=0.706, d2=0.653 g=0.798 2/2 [==============================] - 0s 10ms/step >1, 684/693, d1=0.684, d2=0.674 g=0.787 2/2 [==============================] - 0s 9ms/step >1, 685/693, d1=0.691, d2=0.685 g=0.801 2/2 [==============================] - 0s 10ms/step >1, 686/693, d1=0.698, d2=0.670 g=0.724 2/2 [==============================] - 0s 11ms/step >1, 687/693, d1=0.694, d2=0.669 g=0.757 2/2 [==============================] - 0s 10ms/step >1, 688/693, d1=0.713, d2=0.681 g=0.769 2/2 [==============================] - 0s 10ms/step >1, 689/693, d1=0.710, d2=0.686 g=0.776 2/2 [==============================] - 0s 10ms/step >1, 690/693, d1=0.688, d2=0.631 g=0.741 2/2 [==============================] - 0s 11ms/step >1, 691/693, d1=0.691, d2=0.691 g=0.797 2/2 [==============================] - 0s 10ms/step >1, 692/693, d1=0.696, d2=0.667 g=0.772 2/2 [==============================] - 0s 10ms/step >1, 693/693, d1=0.706, d2=0.674 g=0.807 2/2 [==============================] - 0s 10ms/step >2, 1/693, d1=0.697, d2=0.643 g=0.739 2/2 [==============================] - 0s 14ms/step >2, 2/693, d1=0.717, d2=0.658 g=0.767 2/2 [==============================] - 0s 10ms/step >2, 3/693, d1=0.697, d2=0.672 g=0.743 2/2 [==============================] - 0s 10ms/step >2, 4/693, d1=0.702, d2=0.689 g=0.796 2/2 [==============================] - 0s 10ms/step >2, 5/693, d1=0.697, d2=0.677 g=0.803 2/2 [==============================] - 0s 10ms/step >2, 6/693, d1=0.698, d2=0.656 g=0.751 2/2 [==============================] - 0s 10ms/step >2, 7/693, d1=0.701, d2=0.674 g=0.765 2/2 [==============================] - 0s 10ms/step >2, 8/693, d1=0.695, d2=0.678 g=0.783 2/2 [==============================] - 0s 11ms/step >2, 9/693, d1=0.709, d2=0.671 g=0.823 2/2 [==============================] - 0s 10ms/step >2, 10/693, d1=0.712, d2=0.695 g=0.762 2/2 [==============================] - 0s 11ms/step >2, 11/693, d1=0.708, d2=0.665 g=0.708 2/2 [==============================] - 0s 10ms/step >2, 12/693, d1=0.708, d2=0.659 g=0.754 2/2 [==============================] - 0s 11ms/step >2, 13/693, d1=0.702, d2=0.687 g=0.770 2/2 [==============================] - 0s 10ms/step >2, 14/693, d1=0.698, d2=0.691 g=0.762 2/2 [==============================] - 0s 11ms/step >2, 15/693, d1=0.697, d2=0.692 g=0.826 2/2 [==============================] - 0s 10ms/step >2, 16/693, d1=0.700, d2=0.674 g=0.748 2/2 [==============================] - 0s 10ms/step >2, 17/693, d1=0.705, d2=0.710 g=0.743 2/2 [==============================] - 0s 10ms/step >2, 18/693, d1=0.678, d2=0.681 g=0.767 2/2 [==============================] - 0s 11ms/step >2, 19/693, d1=0.688, d2=0.671 g=0.793 2/2 [==============================] - 0s 11ms/step >2, 20/693, d1=0.703, d2=0.668 g=0.812 2/2 [==============================] - 0s 11ms/step >2, 21/693, d1=0.702, d2=0.682 g=0.790 2/2 [==============================] - 0s 10ms/step >2, 22/693, d1=0.691, d2=0.643 g=0.743 2/2 [==============================] - 0s 10ms/step >2, 23/693, d1=0.700, d2=0.657 g=0.789 2/2 [==============================] - 0s 10ms/step >2, 24/693, d1=0.698, d2=0.672 g=0.788 2/2 [==============================] - 0s 11ms/step >2, 25/693, d1=0.678, d2=0.687 g=0.766 2/2 [==============================] - 0s 10ms/step >2, 26/693, d1=0.687, d2=0.695 g=0.735 2/2 [==============================] - 0s 10ms/step >2, 27/693, d1=0.690, d2=0.670 g=0.752 2/2 [==============================] - 0s 11ms/step >2, 28/693, d1=0.685, d2=0.677 g=0.837 2/2 [==============================] - 0s 10ms/step >2, 29/693, d1=0.684, d2=0.696 g=0.834 2/2 [==============================] - 0s 10ms/step >2, 30/693, d1=0.682, d2=0.667 g=0.809 2/2 [==============================] - 0s 12ms/step >2, 31/693, d1=0.658, d2=0.666 g=0.745 2/2 [==============================] - 0s 12ms/step >2, 32/693, d1=0.677, d2=0.709 g=0.724 2/2 [==============================] - 0s 12ms/step >2, 33/693, d1=0.684, d2=0.648 g=0.806 2/2 [==============================] - 0s 12ms/step >2, 34/693, d1=0.678, d2=0.686 g=0.838 2/2 [==============================] - 0s 11ms/step >2, 35/693, d1=0.688, d2=0.657 g=0.824 2/2 [==============================] - 0s 10ms/step >2, 36/693, d1=0.703, d2=0.692 g=0.788 2/2 [==============================] - 0s 10ms/step >2, 37/693, d1=0.685, d2=0.697 g=0.750 2/2 [==============================] - 0s 11ms/step >2, 38/693, d1=0.686, d2=0.691 g=0.715 2/2 [==============================] - 0s 11ms/step >2, 39/693, d1=0.707, d2=0.679 g=0.787 2/2 [==============================] - 0s 11ms/step >2, 40/693, d1=0.690, d2=0.712 g=0.767 2/2 [==============================] - 0s 10ms/step >2, 41/693, d1=0.695, d2=0.706 g=0.759 2/2 [==============================] - 0s 11ms/step >2, 42/693, d1=0.695, d2=0.687 g=0.754 2/2 [==============================] - 0s 10ms/step >2, 43/693, d1=0.699, d2=0.659 g=0.803 2/2 [==============================] - 0s 10ms/step >2, 44/693, d1=0.705, d2=0.679 g=0.806 2/2 [==============================] - 0s 11ms/step >2, 45/693, d1=0.709, d2=0.686 g=0.781 2/2 [==============================] - 0s 11ms/step >2, 46/693, d1=0.717, d2=0.670 g=0.801 2/2 [==============================] - 0s 10ms/step >2, 47/693, d1=0.706, d2=0.689 g=0.855 2/2 [==============================] - 0s 10ms/step >2, 48/693, d1=0.711, d2=0.664 g=0.806 2/2 [==============================] - 0s 11ms/step >2, 49/693, d1=0.705, d2=0.631 g=0.802 2/2 [==============================] - 0s 12ms/step >2, 50/693, d1=0.699, d2=0.655 g=0.768 2/2 [==============================] - 0s 12ms/step >2, 51/693, d1=0.703, d2=0.681 g=0.804 2/2 [==============================] - 0s 10ms/step >2, 52/693, d1=0.722, d2=0.621 g=0.848 2/2 [==============================] - 0s 11ms/step >2, 53/693, d1=0.700, d2=0.675 g=0.850 2/2 [==============================] - 0s 10ms/step >2, 54/693, d1=0.707, d2=0.660 g=0.792 2/2 [==============================] - 0s 9ms/step >2, 55/693, d1=0.700, d2=0.650 g=0.882 2/2 [==============================] - 0s 11ms/step >2, 56/693, d1=0.704, d2=0.655 g=0.750 2/2 [==============================] - 0s 11ms/step >2, 57/693, d1=0.702, d2=0.675 g=0.838 2/2 [==============================] - 0s 11ms/step >2, 58/693, d1=0.694, d2=0.678 g=0.848 2/2 [==============================] - 0s 12ms/step >2, 59/693, d1=0.707, d2=0.650 g=0.779 2/2 [==============================] - 0s 11ms/step >2, 60/693, d1=0.702, d2=0.670 g=0.740 2/2 [==============================] - 0s 11ms/step >2, 61/693, d1=0.704, d2=0.647 g=0.799 2/2 [==============================] - 0s 10ms/step >2, 62/693, d1=0.695, d2=0.690 g=0.821 2/2 [==============================] - 0s 10ms/step >2, 63/693, d1=0.700, d2=0.675 g=0.744 2/2 [==============================] - 0s 11ms/step >2, 64/693, d1=0.698, d2=0.693 g=0.798 2/2 [==============================] - 0s 11ms/step >2, 65/693, d1=0.676, d2=0.706 g=0.774 2/2 [==============================] - 0s 10ms/step >2, 66/693, d1=0.702, d2=0.648 g=0.774 2/2 [==============================] - 0s 11ms/step >2, 67/693, d1=0.688, d2=0.688 g=0.733 2/2 [==============================] - 0s 11ms/step >2, 68/693, d1=0.693, d2=0.657 g=0.727 2/2 [==============================] - 0s 10ms/step >2, 69/693, d1=0.687, d2=0.665 g=0.858 2/2 [==============================] - 0s 11ms/step >2, 70/693, d1=0.697, d2=0.676 g=0.792 2/2 [==============================] - 0s 11ms/step >2, 71/693, d1=0.701, d2=0.686 g=0.825 2/2 [==============================] - 0s 11ms/step >2, 72/693, d1=0.695, d2=0.698 g=0.730 2/2 [==============================] - 0s 10ms/step >2, 73/693, d1=0.683, d2=0.670 g=0.767 2/2 [==============================] - 0s 10ms/step >2, 74/693, d1=0.705, d2=0.713 g=0.774 2/2 [==============================] - 0s 11ms/step >2, 75/693, d1=0.691, d2=0.681 g=0.786 2/2 [==============================] - 0s 10ms/step >2, 76/693, d1=0.689, d2=0.664 g=0.774 2/2 [==============================] - 0s 13ms/step >2, 77/693, d1=0.689, d2=0.707 g=0.723 2/2 [==============================] - 0s 11ms/step >2, 78/693, d1=0.682, d2=0.674 g=0.741 2/2 [==============================] - 0s 12ms/step >2, 79/693, d1=0.683, d2=0.691 g=0.771 2/2 [==============================] - 0s 11ms/step >2, 80/693, d1=0.672, d2=0.654 g=0.796 2/2 [==============================] - 0s 10ms/step >2, 81/693, d1=0.679, d2=0.710 g=0.758 2/2 [==============================] - 0s 10ms/step >2, 82/693, d1=0.688, d2=0.701 g=0.738 2/2 [==============================] - 0s 10ms/step >2, 83/693, d1=0.681, d2=0.701 g=0.776 2/2 [==============================] - 0s 11ms/step >2, 84/693, d1=0.679, d2=0.689 g=0.772 2/2 [==============================] - 0s 11ms/step >2, 85/693, d1=0.682, d2=0.667 g=0.794 2/2 [==============================] - 0s 10ms/step >2, 86/693, d1=0.685, d2=0.691 g=0.747 2/2 [==============================] - 0s 11ms/step >2, 87/693, d1=0.685, d2=0.665 g=0.722 2/2 [==============================] - 0s 11ms/step >2, 88/693, d1=0.679, d2=0.669 g=0.803 2/2 [==============================] - 0s 11ms/step >2, 89/693, d1=0.690, d2=0.664 g=0.825 2/2 [==============================] - 0s 12ms/step >2, 90/693, d1=0.669, d2=0.646 g=0.777 2/2 [==============================] - 0s 11ms/step >2, 91/693, d1=0.677, d2=0.693 g=0.760 2/2 [==============================] - 0s 10ms/step >2, 92/693, d1=0.687, d2=0.687 g=0.757 2/2 [==============================] - 0s 10ms/step >2, 93/693, d1=0.675, d2=0.690 g=0.756 2/2 [==============================] - 0s 10ms/step >2, 94/693, d1=0.674, d2=0.685 g=0.765 2/2 [==============================] - 0s 11ms/step >2, 95/693, d1=0.697, d2=0.709 g=0.768 2/2 [==============================] - 0s 11ms/step >2, 96/693, d1=0.685, d2=0.653 g=0.769 2/2 [==============================] - 0s 11ms/step >2, 97/693, d1=0.669, d2=0.699 g=0.754 2/2 [==============================] - 0s 10ms/step >2, 98/693, d1=0.687, d2=0.683 g=0.803 2/2 [==============================] - 0s 11ms/step >2, 99/693, d1=0.676, d2=0.699 g=0.754 2/2 [==============================] - 0s 10ms/step >2, 100/693, d1=0.677, d2=0.701 g=0.683 2/2 [==============================] - 0s 12ms/step >2, 101/693, d1=0.688, d2=0.697 g=0.769 2/2 [==============================] - 0s 10ms/step >2, 102/693, d1=0.679, d2=0.692 g=0.761 2/2 [==============================] - 0s 10ms/step >2, 103/693, d1=0.679, d2=0.710 g=0.831 2/2 [==============================] - 0s 11ms/step >2, 104/693, d1=0.683, d2=0.668 g=0.763 2/2 [==============================] - 0s 12ms/step >2, 105/693, d1=0.694, d2=0.685 g=0.840 2/2 [==============================] - 0s 11ms/step >2, 106/693, d1=0.698, d2=0.689 g=0.814 2/2 [==============================] - 0s 10ms/step >2, 107/693, d1=0.684, d2=0.684 g=0.841 2/2 [==============================] - 0s 10ms/step >2, 108/693, d1=0.690, d2=0.696 g=0.793 2/2 [==============================] - 0s 11ms/step >2, 109/693, d1=0.683, d2=0.712 g=0.825 2/2 [==============================] - 0s 11ms/step >2, 110/693, d1=0.694, d2=0.701 g=0.828 2/2 [==============================] - 0s 11ms/step >2, 111/693, d1=0.685, d2=0.702 g=0.743 2/2 [==============================] - 0s 10ms/step >2, 112/693, d1=0.701, d2=0.682 g=0.777 2/2 [==============================] - 0s 11ms/step >2, 113/693, d1=0.686, d2=0.662 g=0.829 2/2 [==============================] - 0s 10ms/step >2, 114/693, d1=0.691, d2=0.667 g=0.712 2/2 [==============================] - 0s 10ms/step >2, 115/693, d1=0.706, d2=0.695 g=0.752 2/2 [==============================] - 0s 9ms/step >2, 116/693, d1=0.701, d2=0.675 g=0.762 2/2 [==============================] - 0s 10ms/step >2, 117/693, d1=0.695, d2=0.705 g=0.817 2/2 [==============================] - 0s 10ms/step >2, 118/693, d1=0.685, d2=0.671 g=0.786 2/2 [==============================] - 0s 10ms/step >2, 119/693, d1=0.685, d2=0.666 g=0.760 2/2 [==============================] - 0s 11ms/step >2, 120/693, d1=0.694, d2=0.687 g=0.736 2/2 [==============================] - 0s 11ms/step >2, 121/693, d1=0.702, d2=0.630 g=0.793 2/2 [==============================] - 0s 10ms/step >2, 122/693, d1=0.686, d2=0.725 g=0.728 2/2 [==============================] - 0s 11ms/step >2, 123/693, d1=0.694, d2=0.687 g=0.748 2/2 [==============================] - 0s 10ms/step >2, 124/693, d1=0.690, d2=0.694 g=0.820 2/2 [==============================] - 0s 11ms/step >2, 125/693, d1=0.708, d2=0.693 g=0.776 2/2 [==============================] - 0s 11ms/step >2, 126/693, d1=0.693, d2=0.680 g=0.829 2/2 [==============================] - 0s 10ms/step >2, 127/693, d1=0.697, d2=0.707 g=0.799 2/2 [==============================] - 0s 10ms/step >2, 128/693, d1=0.692, d2=0.678 g=0.844 2/2 [==============================] - 0s 12ms/step >2, 129/693, d1=0.692, d2=0.695 g=0.751 2/2 [==============================] - 0s 12ms/step >2, 130/693, d1=0.689, d2=0.685 g=0.731 2/2 [==============================] - 0s 11ms/step >2, 131/693, d1=0.700, d2=0.706 g=0.871 2/2 [==============================] - 0s 11ms/step >2, 132/693, d1=0.689, d2=0.641 g=0.767 2/2 [==============================] - 0s 10ms/step >2, 133/693, d1=0.686, d2=0.709 g=0.771 2/2 [==============================] - 0s 11ms/step >2, 134/693, d1=0.698, d2=0.684 g=0.815 2/2 [==============================] - 0s 10ms/step >2, 135/693, d1=0.696, d2=0.683 g=0.835 2/2 [==============================] - 0s 11ms/step >2, 136/693, d1=0.687, d2=0.685 g=0.820 2/2 [==============================] - 0s 11ms/step >2, 137/693, d1=0.690, d2=0.685 g=0.832 2/2 [==============================] - 0s 10ms/step >2, 138/693, d1=0.695, d2=0.686 g=0.849 2/2 [==============================] - 0s 10ms/step >2, 139/693, d1=0.692, d2=0.665 g=0.850 2/2 [==============================] - 0s 10ms/step >2, 140/693, d1=0.690, d2=0.648 g=0.851 2/2 [==============================] - 0s 11ms/step >2, 141/693, d1=0.695, d2=0.701 g=0.881 2/2 [==============================] - 0s 11ms/step >2, 142/693, d1=0.686, d2=0.673 g=0.840 2/2 [==============================] - 0s 10ms/step >2, 143/693, d1=0.693, d2=0.686 g=0.814 2/2 [==============================] - 0s 10ms/step >2, 144/693, d1=0.699, d2=0.671 g=0.809 2/2 [==============================] - 0s 9ms/step >2, 145/693, d1=0.691, d2=0.687 g=0.789 2/2 [==============================] - 0s 11ms/step >2, 146/693, d1=0.688, d2=0.642 g=0.727 2/2 [==============================] - 0s 10ms/step >2, 147/693, d1=0.698, d2=0.656 g=0.839 2/2 [==============================] - 0s 12ms/step >2, 148/693, d1=0.680, d2=0.675 g=0.782 2/2 [==============================] - 0s 11ms/step >2, 149/693, d1=0.687, d2=0.683 g=0.789 2/2 [==============================] - 0s 11ms/step >2, 150/693, d1=0.678, d2=0.683 g=0.871 2/2 [==============================] - 0s 9ms/step >2, 151/693, d1=0.675, d2=0.703 g=0.972 2/2 [==============================] - 0s 11ms/step >2, 152/693, d1=0.665, d2=0.701 g=0.753 2/2 [==============================] - 0s 10ms/step >2, 153/693, d1=0.664, d2=0.693 g=0.764 2/2 [==============================] - 0s 10ms/step >2, 154/693, d1=0.679, d2=0.664 g=0.757 2/2 [==============================] - 0s 12ms/step >2, 155/693, d1=0.688, d2=0.721 g=0.749 2/2 [==============================] - 0s 10ms/step >2, 156/693, d1=0.677, d2=0.723 g=0.806 2/2 [==============================] - 0s 11ms/step >2, 157/693, d1=0.687, d2=0.703 g=0.753 2/2 [==============================] - 0s 11ms/step >2, 158/693, d1=0.697, d2=0.673 g=0.745 2/2 [==============================] - 0s 10ms/step >2, 159/693, d1=0.691, d2=0.695 g=0.730 2/2 [==============================] - 0s 9ms/step >2, 160/693, d1=0.689, d2=0.696 g=0.800 2/2 [==============================] - 0s 10ms/step >2, 161/693, d1=0.699, d2=0.669 g=0.713 2/2 [==============================] - 0s 10ms/step >2, 162/693, d1=0.704, d2=0.664 g=0.728 2/2 [==============================] - 0s 11ms/step >2, 163/693, d1=0.695, d2=0.693 g=0.771 2/2 [==============================] - 0s 11ms/step >2, 164/693, d1=0.683, d2=0.693 g=0.815 2/2 [==============================] - 0s 10ms/step >2, 165/693, d1=0.700, d2=0.652 g=0.869 2/2 [==============================] - 0s 10ms/step >2, 166/693, d1=0.703, d2=0.665 g=0.857 2/2 [==============================] - 0s 11ms/step >2, 167/693, d1=0.714, d2=0.692 g=0.787 2/2 [==============================] - 0s 11ms/step >2, 168/693, d1=0.702, d2=0.678 g=0.830 2/2 [==============================] - 0s 10ms/step >2, 169/693, d1=0.712, d2=0.639 g=0.748 2/2 [==============================] - 0s 11ms/step >2, 170/693, d1=0.696, d2=0.636 g=0.828 2/2 [==============================] - 0s 10ms/step >2, 171/693, d1=0.698, d2=0.658 g=0.787 2/2 [==============================] - 0s 11ms/step >2, 172/693, d1=0.689, d2=0.657 g=0.865 2/2 [==============================] - 0s 10ms/step >2, 173/693, d1=0.697, d2=0.669 g=0.767 2/2 [==============================] - 0s 10ms/step >2, 174/693, d1=0.700, d2=0.695 g=0.808 2/2 [==============================] - 0s 10ms/step >2, 175/693, d1=0.692, d2=0.688 g=0.788 2/2 [==============================] - 0s 10ms/step >2, 176/693, d1=0.705, d2=0.698 g=0.843 2/2 [==============================] - 0s 11ms/step >2, 177/693, d1=0.693, d2=0.648 g=0.747 2/2 [==============================] - 0s 11ms/step >2, 178/693, d1=0.695, d2=0.691 g=0.764 2/2 [==============================] - 0s 10ms/step >2, 179/693, d1=0.696, d2=0.674 g=0.769 2/2 [==============================] - 0s 10ms/step >2, 180/693, d1=0.689, d2=0.681 g=0.771 2/2 [==============================] - 0s 11ms/step >2, 181/693, d1=0.708, d2=0.699 g=0.828 2/2 [==============================] - 0s 10ms/step >2, 182/693, d1=0.692, d2=0.669 g=0.775 2/2 [==============================] - 0s 11ms/step >2, 183/693, d1=0.687, d2=0.707 g=0.745 2/2 [==============================] - 0s 11ms/step >2, 184/693, d1=0.697, d2=0.708 g=0.781 2/2 [==============================] - 0s 13ms/step >2, 185/693, d1=0.687, d2=0.715 g=0.778 2/2 [==============================] - 0s 11ms/step >2, 186/693, d1=0.696, d2=0.695 g=0.846 2/2 [==============================] - 0s 11ms/step >2, 187/693, d1=0.689, d2=0.713 g=0.769 2/2 [==============================] - 0s 11ms/step >2, 188/693, d1=0.683, d2=0.674 g=0.795 2/2 [==============================] - 0s 11ms/step >2, 189/693, d1=0.697, d2=0.722 g=0.762 2/2 [==============================] - 0s 12ms/step >2, 190/693, d1=0.679, d2=0.730 g=0.717 2/2 [==============================] - 0s 11ms/step >2, 191/693, d1=0.686, d2=0.700 g=0.724 2/2 [==============================] - 0s 10ms/step >2, 192/693, d1=0.691, d2=0.715 g=0.770 2/2 [==============================] - 0s 10ms/step >2, 193/693, d1=0.695, d2=0.659 g=0.727 2/2 [==============================] - 0s 10ms/step >2, 194/693, d1=0.693, d2=0.725 g=0.804 2/2 [==============================] - 0s 11ms/step >2, 195/693, d1=0.692, d2=0.694 g=0.720 2/2 [==============================] - 0s 11ms/step >2, 196/693, d1=0.688, d2=0.692 g=0.702 2/2 [==============================] - 0s 11ms/step >2, 197/693, d1=0.684, d2=0.678 g=0.763 2/2 [==============================] - 0s 11ms/step >2, 198/693, d1=0.689, d2=0.685 g=0.736 2/2 [==============================] - 0s 12ms/step >2, 199/693, d1=0.685, d2=0.682 g=0.813 2/2 [==============================] - 0s 11ms/step >2, 200/693, d1=0.695, d2=0.692 g=0.815 2/2 [==============================] - 0s 11ms/step >2, 201/693, d1=0.678, d2=0.702 g=0.769 2/2 [==============================] - 0s 10ms/step >2, 202/693, d1=0.680, d2=0.701 g=0.795 2/2 [==============================] - 0s 9ms/step >2, 203/693, d1=0.698, d2=0.676 g=0.744 2/2 [==============================] - 0s 11ms/step >2, 204/693, d1=0.688, d2=0.685 g=0.839 2/2 [==============================] - 0s 11ms/step >2, 205/693, d1=0.682, d2=0.682 g=0.742 2/2 [==============================] - 0s 11ms/step >2, 206/693, d1=0.679, d2=0.638 g=0.849 2/2 [==============================] - 0s 11ms/step >2, 207/693, d1=0.688, d2=0.688 g=0.808 2/2 [==============================] - 0s 10ms/step >2, 208/693, d1=0.674, d2=0.677 g=0.708 2/2 [==============================] - 0s 10ms/step >2, 209/693, d1=0.690, d2=0.701 g=0.781 2/2 [==============================] - 0s 11ms/step >2, 210/693, d1=0.691, d2=0.658 g=0.779 2/2 [==============================] - 0s 11ms/step >2, 211/693, d1=0.677, d2=0.683 g=0.813 2/2 [==============================] - 0s 11ms/step >2, 212/693, d1=0.699, d2=0.681 g=0.763 2/2 [==============================] - 0s 11ms/step >2, 213/693, d1=0.686, d2=0.667 g=0.859 2/2 [==============================] - 0s 10ms/step >2, 214/693, d1=0.688, d2=0.686 g=0.872 2/2 [==============================] - 0s 12ms/step >2, 215/693, d1=0.693, d2=0.675 g=0.821 2/2 [==============================] - 0s 10ms/step >2, 216/693, d1=0.687, d2=0.677 g=0.789 2/2 [==============================] - 0s 11ms/step >2, 217/693, d1=0.695, d2=0.678 g=0.827 2/2 [==============================] - 0s 9ms/step >2, 218/693, d1=0.694, d2=0.666 g=0.745 2/2 [==============================] - 0s 10ms/step >2, 219/693, d1=0.702, d2=0.683 g=0.816 2/2 [==============================] - 0s 12ms/step >2, 220/693, d1=0.689, d2=0.657 g=0.911 2/2 [==============================] - 0s 10ms/step >2, 221/693, d1=0.698, d2=0.675 g=0.834 2/2 [==============================] - 0s 13ms/step >2, 222/693, d1=0.690, d2=0.675 g=0.837 2/2 [==============================] - 0s 10ms/step >2, 223/693, d1=0.691, d2=0.644 g=0.866 2/2 [==============================] - 0s 10ms/step >2, 224/693, d1=0.703, d2=0.672 g=0.840 2/2 [==============================] - 0s 14ms/step >2, 225/693, d1=0.706, d2=0.661 g=0.782 2/2 [==============================] - 0s 11ms/step >2, 226/693, d1=0.697, d2=0.634 g=0.847 2/2 [==============================] - 0s 11ms/step >2, 227/693, d1=0.695, d2=0.637 g=0.883 2/2 [==============================] - 0s 10ms/step >2, 228/693, d1=0.701, d2=0.662 g=0.848 2/2 [==============================] - 0s 11ms/step >2, 229/693, d1=0.685, d2=0.682 g=0.852 2/2 [==============================] - 0s 11ms/step >2, 230/693, d1=0.691, d2=0.626 g=0.826 2/2 [==============================] - 0s 10ms/step >2, 231/693, d1=0.693, d2=0.660 g=0.803 2/2 [==============================] - 0s 10ms/step >2, 232/693, d1=0.700, d2=0.654 g=0.807 2/2 [==============================] - 0s 11ms/step >2, 233/693, d1=0.682, d2=0.677 g=0.785 2/2 [==============================] - 0s 11ms/step >2, 234/693, d1=0.687, d2=0.665 g=0.816 2/2 [==============================] - 0s 11ms/step >2, 235/693, d1=0.693, d2=0.632 g=0.800 2/2 [==============================] - 0s 11ms/step >2, 236/693, d1=0.696, d2=0.671 g=0.879 2/2 [==============================] - 0s 10ms/step >2, 237/693, d1=0.689, d2=0.662 g=0.937 2/2 [==============================] - 0s 11ms/step >2, 238/693, d1=0.695, d2=0.669 g=0.837 2/2 [==============================] - 0s 9ms/step >2, 239/693, d1=0.707, d2=0.685 g=0.850 2/2 [==============================] - 0s 10ms/step >2, 240/693, d1=0.687, d2=0.684 g=0.787 2/2 [==============================] - 0s 11ms/step >2, 241/693, d1=0.694, d2=0.666 g=0.819 2/2 [==============================] - 0s 12ms/step >2, 242/693, d1=0.703, d2=0.670 g=0.722 2/2 [==============================] - 0s 11ms/step >2, 243/693, d1=0.694, d2=0.686 g=0.830 2/2 [==============================] - 0s 11ms/step >2, 244/693, d1=0.701, d2=0.715 g=0.879 2/2 [==============================] - 0s 10ms/step >2, 245/693, d1=0.691, d2=0.705 g=0.744 2/2 [==============================] - 0s 11ms/step >2, 246/693, d1=0.690, d2=0.659 g=0.742 2/2 [==============================] - 0s 11ms/step >2, 247/693, d1=0.685, d2=0.651 g=0.889 2/2 [==============================] - 0s 11ms/step >2, 248/693, d1=0.705, d2=0.691 g=0.807 2/2 [==============================] - 0s 10ms/step >2, 249/693, d1=0.687, d2=0.706 g=0.778 2/2 [==============================] - 0s 10ms/step >2, 250/693, d1=0.705, d2=0.704 g=0.798 2/2 [==============================] - 0s 11ms/step >2, 251/693, d1=0.693, d2=0.680 g=0.766 2/2 [==============================] - 0s 10ms/step >2, 252/693, d1=0.687, d2=0.702 g=0.803 2/2 [==============================] - 0s 12ms/step >2, 253/693, d1=0.691, d2=0.685 g=0.713 2/2 [==============================] - 0s 9ms/step >2, 254/693, d1=0.691, d2=0.710 g=0.796 2/2 [==============================] - 0s 11ms/step >2, 255/693, d1=0.687, d2=0.699 g=0.854 2/2 [==============================] - 0s 11ms/step >2, 256/693, d1=0.698, d2=0.674 g=0.801 2/2 [==============================] - 0s 10ms/step >2, 257/693, d1=0.681, d2=0.683 g=0.931 2/2 [==============================] - 0s 11ms/step >2, 258/693, d1=0.695, d2=0.661 g=0.762 2/2 [==============================] - 0s 12ms/step >2, 259/693, d1=0.698, d2=0.647 g=0.779 2/2 [==============================] - 0s 10ms/step >2, 260/693, d1=0.681, d2=0.689 g=0.759 2/2 [==============================] - 0s 11ms/step >2, 261/693, d1=0.694, d2=0.683 g=0.747 2/2 [==============================] - 0s 10ms/step >2, 262/693, d1=0.703, d2=0.687 g=0.898 2/2 [==============================] - 0s 11ms/step >2, 263/693, d1=0.680, d2=0.679 g=0.768 2/2 [==============================] - 0s 12ms/step >2, 264/693, d1=0.688, d2=0.719 g=0.866 2/2 [==============================] - 0s 11ms/step >2, 265/693, d1=0.680, d2=0.716 g=0.820 2/2 [==============================] - 0s 10ms/step >2, 266/693, d1=0.689, d2=0.705 g=0.791 2/2 [==============================] - 0s 11ms/step >2, 267/693, d1=0.688, d2=0.677 g=0.818 2/2 [==============================] - 0s 10ms/step >2, 268/693, d1=0.699, d2=0.668 g=0.798 2/2 [==============================] - 0s 11ms/step >2, 269/693, d1=0.688, d2=0.703 g=0.759 2/2 [==============================] - 0s 10ms/step >2, 270/693, d1=0.683, d2=0.657 g=0.790 2/2 [==============================] - 0s 12ms/step >2, 271/693, d1=0.686, d2=0.700 g=0.770 2/2 [==============================] - 0s 11ms/step >2, 272/693, d1=0.690, d2=0.705 g=0.789 2/2 [==============================] - 0s 10ms/step >2, 273/693, d1=0.683, d2=0.693 g=0.757 2/2 [==============================] - 0s 9ms/step >2, 274/693, d1=0.687, d2=0.710 g=0.774 2/2 [==============================] - 0s 9ms/step >2, 275/693, d1=0.693, d2=0.701 g=0.751 2/2 [==============================] - 0s 12ms/step >2, 276/693, d1=0.700, d2=0.670 g=0.820 2/2 [==============================] - 0s 11ms/step >2, 277/693, d1=0.693, d2=0.673 g=0.757 2/2 [==============================] - 0s 10ms/step >2, 278/693, d1=0.699, d2=0.667 g=0.767 2/2 [==============================] - 0s 11ms/step >2, 279/693, d1=0.698, d2=0.685 g=0.738 2/2 [==============================] - 0s 11ms/step >2, 280/693, d1=0.702, d2=0.695 g=0.941 2/2 [==============================] - 0s 13ms/step >2, 281/693, d1=0.700, d2=0.661 g=0.814 2/2 [==============================] - 0s 10ms/step >2, 282/693, d1=0.697, d2=0.665 g=0.768 2/2 [==============================] - 0s 10ms/step >2, 283/693, d1=0.696, d2=0.676 g=0.834 2/2 [==============================] - 0s 10ms/step >2, 284/693, d1=0.699, d2=0.699 g=0.816 2/2 [==============================] - 0s 12ms/step >2, 285/693, d1=0.707, d2=0.675 g=0.948 2/2 [==============================] - 0s 11ms/step >2, 286/693, d1=0.690, d2=0.687 g=0.856 2/2 [==============================] - 0s 14ms/step >2, 287/693, d1=0.672, d2=0.668 g=0.796 2/2 [==============================] - 0s 10ms/step >2, 288/693, d1=0.705, d2=0.655 g=0.814 2/2 [==============================] - 0s 10ms/step >2, 289/693, d1=0.691, d2=0.696 g=0.818 2/2 [==============================] - 0s 10ms/step >2, 290/693, d1=0.694, d2=0.654 g=0.823 2/2 [==============================] - 0s 11ms/step >2, 291/693, d1=0.687, d2=0.661 g=0.802 2/2 [==============================] - 0s 10ms/step >2, 292/693, d1=0.710, d2=0.667 g=0.780 2/2 [==============================] - 0s 13ms/step >2, 293/693, d1=0.685, d2=0.646 g=0.877 2/2 [==============================] - 0s 11ms/step >2, 294/693, d1=0.693, d2=0.670 g=0.762 2/2 [==============================] - 0s 10ms/step >2, 295/693, d1=0.691, d2=0.656 g=0.818 2/2 [==============================] - 0s 11ms/step >2, 296/693, d1=0.695, d2=0.660 g=0.861 2/2 [==============================] - 0s 9ms/step >2, 297/693, d1=0.690, d2=0.697 g=0.805 2/2 [==============================] - 0s 10ms/step >2, 298/693, d1=0.677, d2=0.634 g=0.791 2/2 [==============================] - 0s 10ms/step >2, 299/693, d1=0.697, d2=0.677 g=0.766 2/2 [==============================] - 0s 11ms/step >2, 300/693, d1=0.683, d2=0.656 g=0.792 2/2 [==============================] - 0s 11ms/step >2, 301/693, d1=0.682, d2=0.671 g=0.855 2/2 [==============================] - 0s 11ms/step >2, 302/693, d1=0.690, d2=0.710 g=0.808 2/2 [==============================] - 0s 11ms/step >2, 303/693, d1=0.682, d2=0.681 g=0.760 2/2 [==============================] - 0s 10ms/step >2, 304/693, d1=0.694, d2=0.689 g=0.761 2/2 [==============================] - 0s 11ms/step >2, 305/693, d1=0.690, d2=0.640 g=0.868 2/2 [==============================] - 0s 11ms/step >2, 306/693, d1=0.692, d2=0.665 g=0.847 2/2 [==============================] - 0s 11ms/step >2, 307/693, d1=0.677, d2=0.693 g=0.894 2/2 [==============================] - 0s 11ms/step >2, 308/693, d1=0.687, d2=0.703 g=0.817 2/2 [==============================] - 0s 11ms/step >2, 309/693, d1=0.688, d2=0.701 g=0.748 2/2 [==============================] - 0s 11ms/step >2, 310/693, d1=0.678, d2=0.681 g=0.773 2/2 [==============================] - 0s 11ms/step >2, 311/693, d1=0.676, d2=0.682 g=0.835 2/2 [==============================] - 0s 10ms/step >2, 312/693, d1=0.690, d2=0.691 g=0.829 2/2 [==============================] - 0s 11ms/step >2, 313/693, d1=0.678, d2=0.684 g=0.792 2/2 [==============================] - 0s 10ms/step >2, 314/693, d1=0.691, d2=0.691 g=0.773 2/2 [==============================] - 0s 12ms/step >2, 315/693, d1=0.689, d2=0.664 g=0.819 2/2 [==============================] - 0s 10ms/step >2, 316/693, d1=0.689, d2=0.703 g=0.870 2/2 [==============================] - 0s 11ms/step >2, 317/693, d1=0.663, d2=0.704 g=0.799 2/2 [==============================] - 0s 10ms/step >2, 318/693, d1=0.677, d2=0.689 g=0.796 2/2 [==============================] - 0s 10ms/step >2, 319/693, d1=0.675, d2=0.690 g=0.765 2/2 [==============================] - 0s 11ms/step >2, 320/693, d1=0.682, d2=0.719 g=0.777 2/2 [==============================] - 0s 11ms/step >2, 321/693, d1=0.673, d2=0.649 g=0.730 2/2 [==============================] - 0s 11ms/step >2, 322/693, d1=0.669, d2=0.684 g=0.870 2/2 [==============================] - 0s 12ms/step >2, 323/693, d1=0.679, d2=0.724 g=0.824 2/2 [==============================] - 0s 10ms/step >2, 324/693, d1=0.687, d2=0.666 g=0.861 2/2 [==============================] - 0s 10ms/step >2, 325/693, d1=0.672, d2=0.667 g=0.798 2/2 [==============================] - 0s 10ms/step >2, 326/693, d1=0.677, d2=0.663 g=0.823 2/2 [==============================] - 0s 10ms/step >2, 327/693, d1=0.677, d2=0.694 g=0.756 2/2 [==============================] - 0s 11ms/step >2, 328/693, d1=0.679, d2=0.681 g=0.763 2/2 [==============================] - 0s 12ms/step >2, 329/693, d1=0.673, d2=0.706 g=0.809 2/2 [==============================] - 0s 10ms/step >2, 330/693, d1=0.666, d2=0.727 g=0.696 2/2 [==============================] - 0s 9ms/step >2, 331/693, d1=0.688, d2=0.675 g=0.762 2/2 [==============================] - 0s 11ms/step >2, 332/693, d1=0.695, d2=0.701 g=0.767 2/2 [==============================] - 0s 11ms/step >2, 333/693, d1=0.679, d2=0.720 g=0.791 2/2 [==============================] - 0s 10ms/step >2, 334/693, d1=0.684, d2=0.735 g=0.770 2/2 [==============================] - 0s 10ms/step >2, 335/693, d1=0.684, d2=0.696 g=0.797 2/2 [==============================] - 0s 11ms/step >2, 336/693, d1=0.687, d2=0.720 g=0.771 2/2 [==============================] - 0s 11ms/step >2, 337/693, d1=0.688, d2=0.685 g=0.732 2/2 [==============================] - 0s 11ms/step >2, 338/693, d1=0.696, d2=0.690 g=0.771 2/2 [==============================] - 0s 10ms/step >2, 339/693, d1=0.696, d2=0.704 g=0.741 2/2 [==============================] - 0s 11ms/step >2, 340/693, d1=0.693, d2=0.699 g=0.767 2/2 [==============================] - 0s 11ms/step >2, 341/693, d1=0.691, d2=0.699 g=0.876 2/2 [==============================] - 0s 11ms/step >2, 342/693, d1=0.689, d2=0.677 g=0.821 2/2 [==============================] - 0s 11ms/step >2, 343/693, d1=0.708, d2=0.680 g=0.921 2/2 [==============================] - 0s 11ms/step >2, 344/693, d1=0.697, d2=0.683 g=0.857 2/2 [==============================] - 0s 9ms/step >2, 345/693, d1=0.702, d2=0.661 g=0.906 2/2 [==============================] - 0s 10ms/step >2, 346/693, d1=0.694, d2=0.660 g=0.869 2/2 [==============================] - 0s 11ms/step >2, 347/693, d1=0.699, d2=0.671 g=0.914 2/2 [==============================] - 0s 10ms/step >2, 348/693, d1=0.700, d2=0.682 g=0.812 2/2 [==============================] - 0s 11ms/step >2, 349/693, d1=0.694, d2=0.670 g=0.837 2/2 [==============================] - 0s 13ms/step >2, 350/693, d1=0.710, d2=0.637 g=0.893 2/2 [==============================] - 0s 10ms/step >2, 351/693, d1=0.709, d2=0.679 g=0.813 2/2 [==============================] - 0s 10ms/step >2, 352/693, d1=0.700, d2=0.660 g=0.790 2/2 [==============================] - 0s 11ms/step >2, 353/693, d1=0.702, d2=0.686 g=0.754 2/2 [==============================] - 0s 11ms/step >2, 354/693, d1=0.691, d2=0.664 g=0.734 2/2 [==============================] - 0s 11ms/step >2, 355/693, d1=0.704, d2=0.666 g=0.808 2/2 [==============================] - 0s 10ms/step >2, 356/693, d1=0.694, d2=0.699 g=0.779 2/2 [==============================] - 0s 10ms/step >2, 357/693, d1=0.692, d2=0.681 g=0.857 2/2 [==============================] - 0s 11ms/step >2, 358/693, d1=0.694, d2=0.639 g=0.837 2/2 [==============================] - 0s 11ms/step >2, 359/693, d1=0.696, d2=0.651 g=0.814 2/2 [==============================] - 0s 11ms/step >2, 360/693, d1=0.684, d2=0.641 g=0.880 2/2 [==============================] - 0s 11ms/step >2, 361/693, d1=0.696, d2=0.655 g=0.859 2/2 [==============================] - 0s 10ms/step >2, 362/693, d1=0.692, d2=0.661 g=0.872 2/2 [==============================] - 0s 12ms/step >2, 363/693, d1=0.687, d2=0.672 g=0.901 2/2 [==============================] - 0s 10ms/step >2, 364/693, d1=0.692, d2=0.685 g=0.911 2/2 [==============================] - 0s 11ms/step >2, 365/693, d1=0.681, d2=0.686 g=0.784 2/2 [==============================] - 0s 11ms/step >2, 366/693, d1=0.682, d2=0.666 g=0.823 2/2 [==============================] - 0s 11ms/step >2, 367/693, d1=0.670, d2=0.665 g=0.806 2/2 [==============================] - 0s 10ms/step >2, 368/693, d1=0.678, d2=0.683 g=0.857 2/2 [==============================] - 0s 10ms/step >2, 369/693, d1=0.699, d2=0.652 g=0.926 2/2 [==============================] - 0s 11ms/step >2, 370/693, d1=0.677, d2=0.653 g=0.756 2/2 [==============================] - 0s 11ms/step >2, 371/693, d1=0.668, d2=0.673 g=0.936 2/2 [==============================] - 0s 10ms/step >2, 372/693, d1=0.684, d2=0.694 g=0.777 2/2 [==============================] - 0s 11ms/step >2, 373/693, d1=0.666, d2=0.703 g=0.777 2/2 [==============================] - 0s 11ms/step >2, 374/693, d1=0.682, d2=0.656 g=0.761 2/2 [==============================] - 0s 11ms/step >2, 375/693, d1=0.684, d2=0.666 g=0.730 2/2 [==============================] - 0s 10ms/step >2, 376/693, d1=0.690, d2=0.649 g=0.827 2/2 [==============================] - 0s 10ms/step >2, 377/693, d1=0.671, d2=0.704 g=0.759 2/2 [==============================] - 0s 11ms/step >2, 378/693, d1=0.682, d2=0.665 g=0.898 2/2 [==============================] - 0s 11ms/step >2, 379/693, d1=0.661, d2=0.679 g=0.887 2/2 [==============================] - 0s 11ms/step >2, 380/693, d1=0.664, d2=0.661 g=0.805 2/2 [==============================] - 0s 11ms/step >2, 381/693, d1=0.655, d2=0.708 g=0.787 2/2 [==============================] - 0s 11ms/step >2, 382/693, d1=0.663, d2=0.687 g=0.786 2/2 [==============================] - 0s 10ms/step >2, 383/693, d1=0.670, d2=0.698 g=0.693 2/2 [==============================] - 0s 11ms/step >2, 384/693, d1=0.672, d2=0.668 g=0.772 2/2 [==============================] - 0s 11ms/step >2, 385/693, d1=0.670, d2=0.685 g=0.724 2/2 [==============================] - 0s 9ms/step >2, 386/693, d1=0.680, d2=0.718 g=0.800 2/2 [==============================] - 0s 10ms/step >2, 387/693, d1=0.669, d2=0.727 g=0.803 2/2 [==============================] - 0s 11ms/step >2, 388/693, d1=0.670, d2=0.725 g=0.809 2/2 [==============================] - 0s 10ms/step >2, 389/693, d1=0.674, d2=0.708 g=0.820 2/2 [==============================] - 0s 10ms/step >2, 390/693, d1=0.684, d2=0.704 g=0.755 2/2 [==============================] - 0s 11ms/step >2, 391/693, d1=0.692, d2=0.704 g=0.763 2/2 [==============================] - 0s 11ms/step >2, 392/693, d1=0.682, d2=0.669 g=0.884 2/2 [==============================] - 0s 11ms/step >2, 393/693, d1=0.688, d2=0.671 g=0.781 2/2 [==============================] - 0s 11ms/step >2, 394/693, d1=0.698, d2=0.680 g=0.819 2/2 [==============================] - 0s 11ms/step >2, 395/693, d1=0.700, d2=0.687 g=0.740 2/2 [==============================] - 0s 11ms/step >2, 396/693, d1=0.703, d2=0.682 g=0.796 2/2 [==============================] - 0s 10ms/step >2, 397/693, d1=0.686, d2=0.697 g=0.792 2/2 [==============================] - 0s 13ms/step >2, 398/693, d1=0.705, d2=0.697 g=0.867 2/2 [==============================] - 0s 10ms/step >2, 399/693, d1=0.695, d2=0.691 g=0.754 2/2 [==============================] - 0s 10ms/step >2, 400/693, d1=0.696, d2=0.652 g=0.805 2/2 [==============================] - 0s 10ms/step >2, 401/693, d1=0.690, d2=0.649 g=0.781 2/2 [==============================] - 0s 10ms/step >2, 402/693, d1=0.703, d2=0.667 g=0.966 2/2 [==============================] - 0s 11ms/step >2, 403/693, d1=0.706, d2=0.668 g=0.810 2/2 [==============================] - 0s 10ms/step >2, 404/693, d1=0.704, d2=0.689 g=0.893 2/2 [==============================] - 0s 11ms/step >2, 405/693, d1=0.691, d2=0.664 g=0.858 2/2 [==============================] - 0s 11ms/step >2, 406/693, d1=0.703, d2=0.662 g=0.856 2/2 [==============================] - 0s 10ms/step >2, 407/693, d1=0.687, d2=0.691 g=0.839 2/2 [==============================] - 0s 10ms/step >2, 408/693, d1=0.696, d2=0.675 g=0.803 2/2 [==============================] - 0s 12ms/step >2, 409/693, d1=0.720, d2=0.658 g=0.773 2/2 [==============================] - 0s 10ms/step >2, 410/693, d1=0.694, d2=0.671 g=0.772 2/2 [==============================] - 0s 10ms/step >2, 411/693, d1=0.706, d2=0.677 g=0.904 2/2 [==============================] - 0s 10ms/step >2, 412/693, d1=0.687, d2=0.686 g=0.860 2/2 [==============================] - 0s 13ms/step >2, 413/693, d1=0.698, d2=0.660 g=0.859 2/2 [==============================] - 0s 11ms/step >2, 414/693, d1=0.686, d2=0.703 g=0.809 2/2 [==============================] - 0s 10ms/step >2, 415/693, d1=0.688, d2=0.714 g=0.829 2/2 [==============================] - 0s 10ms/step >2, 416/693, d1=0.698, d2=0.697 g=0.777 2/2 [==============================] - 0s 10ms/step >2, 417/693, d1=0.681, d2=0.712 g=0.738 2/2 [==============================] - 0s 10ms/step >2, 418/693, d1=0.684, d2=0.703 g=0.829 2/2 [==============================] - 0s 11ms/step >2, 419/693, d1=0.704, d2=0.659 g=0.766 2/2 [==============================] - 0s 11ms/step >2, 420/693, d1=0.685, d2=0.680 g=0.819 2/2 [==============================] - 0s 11ms/step >2, 421/693, d1=0.704, d2=0.734 g=0.829 2/2 [==============================] - 0s 11ms/step >2, 422/693, d1=0.676, d2=0.734 g=0.728 2/2 [==============================] - 0s 11ms/step >2, 423/693, d1=0.702, d2=0.709 g=0.783 2/2 [==============================] - 0s 10ms/step >2, 424/693, d1=0.690, d2=0.720 g=0.906 2/2 [==============================] - 0s 10ms/step >2, 425/693, d1=0.699, d2=0.698 g=0.824 2/2 [==============================] - 0s 11ms/step >2, 426/693, d1=0.707, d2=0.671 g=0.794 2/2 [==============================] - 0s 11ms/step >2, 427/693, d1=0.705, d2=0.705 g=0.842 2/2 [==============================] - 0s 10ms/step >2, 428/693, d1=0.713, d2=0.691 g=0.851 2/2 [==============================] - 0s 11ms/step >2, 429/693, d1=0.696, d2=0.670 g=0.748 2/2 [==============================] - 0s 10ms/step >2, 430/693, d1=0.700, d2=0.688 g=0.859 2/2 [==============================] - 0s 11ms/step >2, 431/693, d1=0.701, d2=0.637 g=0.762 2/2 [==============================] - 0s 11ms/step >2, 432/693, d1=0.722, d2=0.655 g=0.738 2/2 [==============================] - 0s 10ms/step >2, 433/693, d1=0.715, d2=0.662 g=0.785 2/2 [==============================] - 0s 9ms/step >2, 434/693, d1=0.701, d2=0.663 g=0.807 2/2 [==============================] - 0s 11ms/step >2, 435/693, d1=0.712, d2=0.682 g=0.761 2/2 [==============================] - 0s 11ms/step >2, 436/693, d1=0.690, d2=0.679 g=0.817 2/2 [==============================] - 0s 9ms/step >2, 437/693, d1=0.694, d2=0.677 g=0.806 2/2 [==============================] - 0s 11ms/step >2, 438/693, d1=0.698, d2=0.667 g=0.810 2/2 [==============================] - 0s 10ms/step >2, 439/693, d1=0.694, d2=0.677 g=0.768 2/2 [==============================] - 0s 10ms/step >2, 440/693, d1=0.682, d2=0.664 g=0.763 2/2 [==============================] - 0s 10ms/step >2, 441/693, d1=0.686, d2=0.680 g=0.916 2/2 [==============================] - 0s 10ms/step >2, 442/693, d1=0.703, d2=0.700 g=0.763 2/2 [==============================] - 0s 10ms/step >2, 443/693, d1=0.694, d2=0.673 g=0.875 2/2 [==============================] - 0s 13ms/step >2, 444/693, d1=0.706, d2=0.656 g=0.761 2/2 [==============================] - 0s 11ms/step >2, 445/693, d1=0.685, d2=0.648 g=0.813 2/2 [==============================] - 0s 11ms/step >2, 446/693, d1=0.686, d2=0.666 g=0.783 2/2 [==============================] - 0s 11ms/step >2, 447/693, d1=0.683, d2=0.654 g=0.736 2/2 [==============================] - 0s 10ms/step >2, 448/693, d1=0.686, d2=0.660 g=0.815 2/2 [==============================] - 0s 10ms/step >2, 449/693, d1=0.693, d2=0.651 g=0.867 2/2 [==============================] - 0s 10ms/step >2, 450/693, d1=0.702, d2=0.669 g=0.877 2/2 [==============================] - 0s 11ms/step >2, 451/693, d1=0.688, d2=0.708 g=0.837 2/2 [==============================] - 0s 10ms/step >2, 452/693, d1=0.697, d2=0.659 g=0.804 2/2 [==============================] - 0s 11ms/step >2, 453/693, d1=0.691, d2=0.674 g=0.827 2/2 [==============================] - 0s 11ms/step >2, 454/693, d1=0.690, d2=0.651 g=0.858 2/2 [==============================] - 0s 11ms/step >2, 455/693, d1=0.691, d2=0.609 g=0.859 2/2 [==============================] - 0s 11ms/step >2, 456/693, d1=0.687, d2=0.678 g=0.772 2/2 [==============================] - 0s 11ms/step >2, 457/693, d1=0.677, d2=0.683 g=0.812 2/2 [==============================] - 0s 10ms/step >2, 458/693, d1=0.683, d2=0.687 g=0.861 2/2 [==============================] - 0s 11ms/step >2, 459/693, d1=0.688, d2=0.639 g=0.906 2/2 [==============================] - 0s 11ms/step >2, 460/693, d1=0.692, d2=0.664 g=0.833 2/2 [==============================] - 0s 11ms/step >2, 461/693, d1=0.685, d2=0.639 g=0.796 2/2 [==============================] - 0s 10ms/step >2, 462/693, d1=0.695, d2=0.688 g=0.863 2/2 [==============================] - 0s 11ms/step >2, 463/693, d1=0.693, d2=0.662 g=0.780 2/2 [==============================] - 0s 10ms/step >2, 464/693, d1=0.702, d2=0.660 g=0.827 2/2 [==============================] - 0s 12ms/step >2, 465/693, d1=0.688, d2=0.654 g=0.827 2/2 [==============================] - 0s 9ms/step >2, 466/693, d1=0.695, d2=0.628 g=0.796 2/2 [==============================] - 0s 11ms/step >2, 467/693, d1=0.687, d2=0.672 g=0.824 2/2 [==============================] - 0s 10ms/step >2, 468/693, d1=0.723, d2=0.616 g=0.767 2/2 [==============================] - 0s 10ms/step >2, 469/693, d1=0.687, d2=0.648 g=0.896 2/2 [==============================] - 0s 10ms/step >2, 470/693, d1=0.692, d2=0.660 g=0.979 2/2 [==============================] - 0s 12ms/step >2, 471/693, d1=0.691, d2=0.674 g=0.839 2/2 [==============================] - 0s 11ms/step >2, 472/693, d1=0.694, d2=0.683 g=0.879 2/2 [==============================] - 0s 11ms/step >2, 473/693, d1=0.691, d2=0.679 g=0.781 2/2 [==============================] - 0s 10ms/step >2, 474/693, d1=0.691, d2=0.677 g=0.860 2/2 [==============================] - 0s 10ms/step >2, 475/693, d1=0.690, d2=0.704 g=0.819 2/2 [==============================] - 0s 11ms/step >2, 476/693, d1=0.702, d2=0.689 g=0.971 2/2 [==============================] - 0s 10ms/step >2, 477/693, d1=0.686, d2=0.709 g=0.710 2/2 [==============================] - 0s 10ms/step >2, 478/693, d1=0.691, d2=0.709 g=0.794 2/2 [==============================] - 0s 9ms/step >2, 479/693, d1=0.713, d2=0.650 g=0.708 2/2 [==============================] - 0s 11ms/step >2, 480/693, d1=0.688, d2=0.713 g=0.792 2/2 [==============================] - 0s 11ms/step >2, 481/693, d1=0.679, d2=0.705 g=0.920 2/2 [==============================] - 0s 12ms/step >2, 482/693, d1=0.696, d2=0.700 g=0.824 2/2 [==============================] - 0s 10ms/step >2, 483/693, d1=0.690, d2=0.653 g=0.844 2/2 [==============================] - 0s 12ms/step >2, 484/693, d1=0.692, d2=0.701 g=0.856 2/2 [==============================] - 0s 15ms/step >2, 485/693, d1=0.694, d2=0.705 g=0.811 2/2 [==============================] - 0s 11ms/step >2, 486/693, d1=0.684, d2=0.709 g=0.838 2/2 [==============================] - 0s 14ms/step >2, 487/693, d1=0.693, d2=0.707 g=0.783 2/2 [==============================] - 0s 9ms/step >2, 488/693, d1=0.697, d2=0.700 g=0.785 2/2 [==============================] - 0s 11ms/step >2, 489/693, d1=0.685, d2=0.681 g=0.819 2/2 [==============================] - 0s 9ms/step >2, 490/693, d1=0.691, d2=0.693 g=0.861 2/2 [==============================] - 0s 11ms/step >2, 491/693, d1=0.688, d2=0.673 g=0.855 2/2 [==============================] - 0s 9ms/step >2, 492/693, d1=0.698, d2=0.681 g=0.829 2/2 [==============================] - 0s 10ms/step >2, 493/693, d1=0.701, d2=0.663 g=0.907 2/2 [==============================] - 0s 11ms/step >2, 494/693, d1=0.690, d2=0.655 g=0.865 2/2 [==============================] - 0s 11ms/step >2, 495/693, d1=0.683, d2=0.666 g=0.859 2/2 [==============================] - 0s 11ms/step >2, 496/693, d1=0.684, d2=0.691 g=0.910 2/2 [==============================] - 0s 12ms/step >2, 497/693, d1=0.690, d2=0.668 g=0.903 2/2 [==============================] - 0s 10ms/step >2, 498/693, d1=0.688, d2=0.677 g=0.773 2/2 [==============================] - 0s 11ms/step >2, 499/693, d1=0.681, d2=0.641 g=0.810 2/2 [==============================] - 0s 11ms/step >2, 500/693, d1=0.686, d2=0.677 g=0.802 2/2 [==============================] - 0s 10ms/step >2, 501/693, d1=0.687, d2=0.645 g=0.844 2/2 [==============================] - 0s 10ms/step >2, 502/693, d1=0.684, d2=0.686 g=0.786 2/2 [==============================] - 0s 11ms/step >2, 503/693, d1=0.682, d2=0.645 g=0.817 2/2 [==============================] - 0s 10ms/step >2, 504/693, d1=0.684, d2=0.701 g=0.756 2/2 [==============================] - 0s 10ms/step >2, 505/693, d1=0.687, d2=0.705 g=0.850 2/2 [==============================] - 0s 10ms/step >2, 506/693, d1=0.689, d2=0.693 g=0.762 2/2 [==============================] - 0s 10ms/step >2, 507/693, d1=0.691, d2=0.720 g=0.881 2/2 [==============================] - 0s 10ms/step >2, 508/693, d1=0.683, d2=0.682 g=0.739 2/2 [==============================] - 0s 11ms/step >2, 509/693, d1=0.698, d2=0.696 g=0.810 2/2 [==============================] - 0s 11ms/step >2, 510/693, d1=0.697, d2=0.726 g=0.783 2/2 [==============================] - 0s 10ms/step >2, 511/693, d1=0.693, d2=0.717 g=0.696 2/2 [==============================] - 0s 12ms/step >2, 512/693, d1=0.702, d2=0.680 g=0.776 2/2 [==============================] - 0s 11ms/step >2, 513/693, d1=0.705, d2=0.680 g=0.794 2/2 [==============================] - 0s 11ms/step >2, 514/693, d1=0.698, d2=0.668 g=0.942 2/2 [==============================] - 0s 9ms/step >2, 515/693, d1=0.707, d2=0.657 g=0.857 2/2 [==============================] - 0s 10ms/step >2, 516/693, d1=0.703, d2=0.677 g=0.868 2/2 [==============================] - 0s 11ms/step >2, 517/693, d1=0.691, d2=0.660 g=0.889 2/2 [==============================] - 0s 11ms/step >2, 518/693, d1=0.704, d2=0.660 g=0.817 2/2 [==============================] - 0s 11ms/step >2, 519/693, d1=0.716, d2=0.651 g=0.843 2/2 [==============================] - 0s 12ms/step >2, 520/693, d1=0.718, d2=0.683 g=0.878 2/2 [==============================] - 0s 12ms/step >2, 521/693, d1=0.697, d2=0.651 g=0.977 2/2 [==============================] - 0s 10ms/step >2, 522/693, d1=0.705, d2=0.674 g=0.805 2/2 [==============================] - 0s 11ms/step >2, 523/693, d1=0.707, d2=0.675 g=0.856 2/2 [==============================] - 0s 10ms/step >2, 524/693, d1=0.711, d2=0.667 g=0.972 2/2 [==============================] - 0s 10ms/step >2, 525/693, d1=0.708, d2=0.646 g=1.014 2/2 [==============================] - 0s 10ms/step >2, 526/693, d1=0.704, d2=0.631 g=0.839 2/2 [==============================] - 0s 11ms/step >2, 527/693, d1=0.705, d2=0.656 g=0.899 2/2 [==============================] - 0s 11ms/step >2, 528/693, d1=0.702, d2=0.638 g=0.924 2/2 [==============================] - 0s 10ms/step >2, 529/693, d1=0.704, d2=0.661 g=0.878 2/2 [==============================] - 0s 11ms/step >2, 530/693, d1=0.702, d2=0.647 g=0.860 2/2 [==============================] - 0s 10ms/step >2, 531/693, d1=0.690, d2=0.642 g=0.900 2/2 [==============================] - 0s 11ms/step >2, 532/693, d1=0.708, d2=0.658 g=0.805 2/2 [==============================] - 0s 12ms/step >2, 533/693, d1=0.692, d2=0.668 g=0.814 2/2 [==============================] - 0s 10ms/step >2, 534/693, d1=0.697, d2=0.665 g=0.781 2/2 [==============================] - 0s 12ms/step >2, 535/693, d1=0.693, d2=0.693 g=0.808 2/2 [==============================] - 0s 12ms/step >2, 536/693, d1=0.682, d2=0.683 g=0.798 2/2 [==============================] - 0s 11ms/step >2, 537/693, d1=0.678, d2=0.672 g=0.905 2/2 [==============================] - 0s 14ms/step >2, 538/693, d1=0.697, d2=0.687 g=0.747 2/2 [==============================] - 0s 11ms/step >2, 539/693, d1=0.684, d2=0.685 g=0.858 2/2 [==============================] - 0s 10ms/step >2, 540/693, d1=0.693, d2=0.677 g=0.784 2/2 [==============================] - 0s 10ms/step >2, 541/693, d1=0.690, d2=0.725 g=0.840 2/2 [==============================] - 0s 9ms/step >2, 542/693, d1=0.701, d2=0.709 g=0.721 2/2 [==============================] - 0s 11ms/step >2, 543/693, d1=0.690, d2=0.693 g=0.742 2/2 [==============================] - 0s 10ms/step >2, 544/693, d1=0.694, d2=0.679 g=0.716 2/2 [==============================] - 0s 13ms/step >2, 545/693, d1=0.701, d2=0.698 g=0.811 2/2 [==============================] - 0s 13ms/step >2, 546/693, d1=0.685, d2=0.720 g=0.862 2/2 [==============================] - 0s 12ms/step >2, 547/693, d1=0.665, d2=0.698 g=0.705 2/2 [==============================] - 0s 12ms/step >2, 548/693, d1=0.687, d2=0.705 g=0.834 2/2 [==============================] - 0s 11ms/step >2, 549/693, d1=0.680, d2=0.699 g=0.860 2/2 [==============================] - 0s 10ms/step >2, 550/693, d1=0.686, d2=0.693 g=0.857 2/2 [==============================] - 0s 11ms/step >2, 551/693, d1=0.692, d2=0.704 g=0.889 2/2 [==============================] - 0s 11ms/step >2, 552/693, d1=0.674, d2=0.679 g=0.826 2/2 [==============================] - 0s 10ms/step >2, 553/693, d1=0.681, d2=0.710 g=0.885 2/2 [==============================] - 0s 11ms/step >2, 554/693, d1=0.676, d2=0.689 g=0.845 2/2 [==============================] - 0s 11ms/step >2, 555/693, d1=0.679, d2=0.687 g=0.887 2/2 [==============================] - 0s 10ms/step >2, 556/693, d1=0.673, d2=0.677 g=0.901 2/2 [==============================] - 0s 10ms/step >2, 557/693, d1=0.662, d2=0.685 g=0.949 2/2 [==============================] - 0s 9ms/step >2, 558/693, d1=0.673, d2=0.683 g=0.724 2/2 [==============================] - 0s 11ms/step >2, 559/693, d1=0.673, d2=0.701 g=0.756 2/2 [==============================] - 0s 11ms/step >2, 560/693, d1=0.674, d2=0.714 g=0.921 2/2 [==============================] - 0s 11ms/step >2, 561/693, d1=0.670, d2=0.679 g=0.920 2/2 [==============================] - 0s 10ms/step >2, 562/693, d1=0.674, d2=0.701 g=0.779 2/2 [==============================] - 0s 11ms/step >2, 563/693, d1=0.674, d2=0.686 g=0.965 2/2 [==============================] - 0s 10ms/step >2, 564/693, d1=0.678, d2=0.682 g=0.710 2/2 [==============================] - 0s 11ms/step >2, 565/693, d1=0.681, d2=0.709 g=0.834 2/2 [==============================] - 0s 10ms/step >2, 566/693, d1=0.676, d2=0.735 g=0.806 2/2 [==============================] - 0s 10ms/step >2, 567/693, d1=0.665, d2=0.730 g=0.813 2/2 [==============================] - 0s 10ms/step >2, 568/693, d1=0.668, d2=0.695 g=0.889 2/2 [==============================] - 0s 11ms/step >2, 569/693, d1=0.692, d2=0.737 g=0.881 2/2 [==============================] - 0s 10ms/step >2, 570/693, d1=0.690, d2=0.715 g=0.816 2/2 [==============================] - 0s 11ms/step >2, 571/693, d1=0.704, d2=0.715 g=0.828 2/2 [==============================] - 0s 12ms/step >2, 572/693, d1=0.694, d2=0.686 g=0.715 2/2 [==============================] - 0s 11ms/step >2, 573/693, d1=0.686, d2=0.671 g=0.737 2/2 [==============================] - 0s 9ms/step >2, 574/693, d1=0.695, d2=0.678 g=0.957 2/2 [==============================] - 0s 10ms/step >2, 575/693, d1=0.708, d2=0.677 g=0.858 2/2 [==============================] - 0s 10ms/step >2, 576/693, d1=0.690, d2=0.703 g=0.835 2/2 [==============================] - 0s 11ms/step >2, 577/693, d1=0.696, d2=0.651 g=0.925 2/2 [==============================] - 0s 10ms/step >2, 578/693, d1=0.697, d2=0.659 g=0.923 2/2 [==============================] - 0s 11ms/step >2, 579/693, d1=0.688, d2=0.682 g=0.964 2/2 [==============================] - 0s 10ms/step >2, 580/693, d1=0.681, d2=0.655 g=0.983 2/2 [==============================] - 0s 12ms/step >2, 581/693, d1=0.681, d2=0.642 g=0.906 2/2 [==============================] - 0s 11ms/step >2, 582/693, d1=0.686, d2=0.700 g=0.874 2/2 [==============================] - 0s 11ms/step >2, 583/693, d1=0.687, d2=0.636 g=0.900 2/2 [==============================] - 0s 10ms/step >2, 584/693, d1=0.697, d2=0.686 g=0.907 2/2 [==============================] - 0s 11ms/step >2, 585/693, d1=0.690, d2=0.647 g=0.786 2/2 [==============================] - 0s 11ms/step >2, 586/693, d1=0.672, d2=0.692 g=0.866 2/2 [==============================] - 0s 10ms/step >2, 587/693, d1=0.689, d2=0.679 g=0.846 2/2 [==============================] - 0s 11ms/step >2, 588/693, d1=0.668, d2=0.687 g=0.845 2/2 [==============================] - 0s 10ms/step >2, 589/693, d1=0.670, d2=0.688 g=0.989 2/2 [==============================] - 0s 10ms/step >2, 590/693, d1=0.687, d2=0.662 g=0.756 2/2 [==============================] - 0s 12ms/step >2, 591/693, d1=0.691, d2=0.686 g=0.878 2/2 [==============================] - 0s 10ms/step >2, 592/693, d1=0.664, d2=0.666 g=0.878 2/2 [==============================] - 0s 11ms/step >2, 593/693, d1=0.674, d2=0.661 g=0.817 2/2 [==============================] - 0s 10ms/step >2, 594/693, d1=0.674, d2=0.714 g=0.809 2/2 [==============================] - 0s 10ms/step >2, 595/693, d1=0.686, d2=0.674 g=0.817 2/2 [==============================] - 0s 11ms/step >2, 596/693, d1=0.689, d2=0.664 g=0.825 2/2 [==============================] - 0s 10ms/step >2, 597/693, d1=0.680, d2=0.672 g=0.831 2/2 [==============================] - 0s 13ms/step >2, 598/693, d1=0.675, d2=0.676 g=0.887 2/2 [==============================] - 0s 10ms/step >2, 599/693, d1=0.680, d2=0.690 g=0.895 2/2 [==============================] - 0s 10ms/step >2, 600/693, d1=0.677, d2=0.688 g=0.826 2/2 [==============================] - 0s 10ms/step >2, 601/693, d1=0.672, d2=0.686 g=0.750 2/2 [==============================] - 0s 11ms/step >2, 602/693, d1=0.685, d2=0.717 g=0.940 2/2 [==============================] - 0s 11ms/step >2, 603/693, d1=0.677, d2=0.674 g=0.772 2/2 [==============================] - 0s 11ms/step >2, 604/693, d1=0.682, d2=0.713 g=0.741 2/2 [==============================] - 0s 10ms/step >2, 605/693, d1=0.672, d2=0.678 g=0.764 2/2 [==============================] - 0s 10ms/step >2, 606/693, d1=0.681, d2=0.696 g=0.940 2/2 [==============================] - 0s 10ms/step >2, 607/693, d1=0.687, d2=0.695 g=0.769 2/2 [==============================] - 0s 10ms/step >2, 608/693, d1=0.679, d2=0.636 g=0.892 2/2 [==============================] - 0s 10ms/step >2, 609/693, d1=0.675, d2=0.684 g=0.932 2/2 [==============================] - 0s 11ms/step >2, 610/693, d1=0.680, d2=0.682 g=0.809 2/2 [==============================] - 0s 10ms/step >2, 611/693, d1=0.679, d2=0.689 g=0.930 2/2 [==============================] - 0s 10ms/step >2, 612/693, d1=0.679, d2=0.680 g=0.779 2/2 [==============================] - 0s 11ms/step >2, 613/693, d1=0.677, d2=0.705 g=0.861 2/2 [==============================] - 0s 10ms/step >2, 614/693, d1=0.669, d2=0.667 g=0.900 2/2 [==============================] - 0s 11ms/step >2, 615/693, d1=0.682, d2=0.650 g=0.839 2/2 [==============================] - 0s 11ms/step >2, 616/693, d1=0.685, d2=0.660 g=0.845 2/2 [==============================] - 0s 10ms/step >2, 617/693, d1=0.684, d2=0.695 g=0.893 2/2 [==============================] - 0s 11ms/step >2, 618/693, d1=0.687, d2=0.680 g=0.718 2/2 [==============================] - 0s 11ms/step >2, 619/693, d1=0.677, d2=0.698 g=0.891 2/2 [==============================] - 0s 11ms/step >2, 620/693, d1=0.682, d2=0.700 g=0.851 2/2 [==============================] - 0s 10ms/step >2, 621/693, d1=0.688, d2=0.689 g=0.769 2/2 [==============================] - 0s 10ms/step >2, 622/693, d1=0.681, d2=0.707 g=0.766 2/2 [==============================] - 0s 10ms/step >2, 623/693, d1=0.663, d2=0.734 g=0.852 2/2 [==============================] - 0s 10ms/step >2, 624/693, d1=0.685, d2=0.701 g=0.788 2/2 [==============================] - 0s 10ms/step >2, 625/693, d1=0.695, d2=0.720 g=0.806 2/2 [==============================] - 0s 11ms/step >2, 626/693, d1=0.695, d2=0.694 g=0.818 2/2 [==============================] - 0s 10ms/step >2, 627/693, d1=0.678, d2=0.690 g=0.818 2/2 [==============================] - 0s 10ms/step >2, 628/693, d1=0.701, d2=0.686 g=0.780 2/2 [==============================] - 0s 11ms/step >2, 629/693, d1=0.684, d2=0.654 g=0.819 2/2 [==============================] - 0s 10ms/step >2, 630/693, d1=0.686, d2=0.682 g=0.818 2/2 [==============================] - 0s 11ms/step >2, 631/693, d1=0.684, d2=0.701 g=0.786 2/2 [==============================] - 0s 10ms/step >2, 632/693, d1=0.700, d2=0.708 g=0.712 2/2 [==============================] - 0s 11ms/step >2, 633/693, d1=0.680, d2=0.695 g=0.834 2/2 [==============================] - 0s 11ms/step >2, 634/693, d1=0.697, d2=0.691 g=0.789 2/2 [==============================] - 0s 11ms/step >2, 635/693, d1=0.690, d2=0.688 g=0.837 2/2 [==============================] - 0s 12ms/step >2, 636/693, d1=0.693, d2=0.674 g=0.895 2/2 [==============================] - 0s 12ms/step >2, 637/693, d1=0.705, d2=0.710 g=0.776 2/2 [==============================] - 0s 10ms/step >2, 638/693, d1=0.706, d2=0.686 g=0.841 2/2 [==============================] - 0s 10ms/step >2, 639/693, d1=0.684, d2=0.682 g=0.754 2/2 [==============================] - 0s 11ms/step >2, 640/693, d1=0.697, d2=0.628 g=0.844 2/2 [==============================] - 0s 12ms/step >2, 641/693, d1=0.702, d2=0.634 g=0.876 2/2 [==============================] - 0s 10ms/step >2, 642/693, d1=0.698, d2=0.688 g=0.794 2/2 [==============================] - 0s 10ms/step >2, 643/693, d1=0.703, d2=0.656 g=0.836 2/2 [==============================] - 0s 13ms/step >2, 644/693, d1=0.691, d2=0.632 g=0.851 2/2 [==============================] - 0s 12ms/step >2, 645/693, d1=0.690, d2=0.683 g=0.852 2/2 [==============================] - 0s 12ms/step >2, 646/693, d1=0.679, d2=0.684 g=0.875 2/2 [==============================] - 0s 11ms/step >2, 647/693, d1=0.704, d2=0.680 g=0.876 2/2 [==============================] - 0s 10ms/step >2, 648/693, d1=0.697, d2=0.692 g=0.763 2/2 [==============================] - 0s 10ms/step >2, 649/693, d1=0.691, d2=0.682 g=0.910 2/2 [==============================] - 0s 11ms/step >2, 650/693, d1=0.677, d2=0.657 g=0.768 2/2 [==============================] - 0s 12ms/step >2, 651/693, d1=0.691, d2=0.677 g=0.826 2/2 [==============================] - 0s 10ms/step >2, 652/693, d1=0.700, d2=0.671 g=0.858 2/2 [==============================] - 0s 10ms/step >2, 653/693, d1=0.678, d2=0.665 g=0.887 2/2 [==============================] - 0s 11ms/step >2, 654/693, d1=0.676, d2=0.646 g=0.764 2/2 [==============================] - 0s 10ms/step >2, 655/693, d1=0.695, d2=0.689 g=0.905 2/2 [==============================] - 0s 10ms/step >2, 656/693, d1=0.688, d2=0.659 g=0.834 2/2 [==============================] - 0s 11ms/step >2, 657/693, d1=0.711, d2=0.672 g=0.861 2/2 [==============================] - 0s 11ms/step >2, 658/693, d1=0.697, d2=0.687 g=0.839 2/2 [==============================] - 0s 11ms/step >2, 659/693, d1=0.701, d2=0.633 g=0.890 2/2 [==============================] - 0s 10ms/step >2, 660/693, d1=0.693, d2=0.685 g=0.763 2/2 [==============================] - 0s 11ms/step >2, 661/693, d1=0.687, d2=0.688 g=0.818 2/2 [==============================] - 0s 12ms/step >2, 662/693, d1=0.683, d2=0.648 g=0.839 2/2 [==============================] - 0s 10ms/step >2, 663/693, d1=0.690, d2=0.700 g=0.810 2/2 [==============================] - 0s 10ms/step >2, 664/693, d1=0.701, d2=0.686 g=0.856 2/2 [==============================] - 0s 11ms/step >2, 665/693, d1=0.699, d2=0.684 g=0.844 2/2 [==============================] - 0s 11ms/step >2, 666/693, d1=0.693, d2=0.647 g=0.877 2/2 [==============================] - 0s 11ms/step >2, 667/693, d1=0.705, d2=0.660 g=0.879 2/2 [==============================] - 0s 11ms/step >2, 668/693, d1=0.707, d2=0.666 g=0.850 2/2 [==============================] - 0s 9ms/step >2, 669/693, d1=0.699, d2=0.678 g=0.789 2/2 [==============================] - 0s 9ms/step >2, 670/693, d1=0.703, d2=0.670 g=0.789 2/2 [==============================] - 0s 9ms/step >2, 671/693, d1=0.698, d2=0.621 g=0.781 2/2 [==============================] - 0s 10ms/step >2, 672/693, d1=0.699, d2=0.642 g=0.848 2/2 [==============================] - 0s 10ms/step >2, 673/693, d1=0.700, d2=0.670 g=0.853 2/2 [==============================] - 0s 10ms/step >2, 674/693, d1=0.691, d2=0.685 g=0.965 2/2 [==============================] - 0s 12ms/step >2, 675/693, d1=0.703, d2=0.671 g=0.964 2/2 [==============================] - 0s 10ms/step >2, 676/693, d1=0.714, d2=0.695 g=0.900 2/2 [==============================] - 0s 11ms/step >2, 677/693, d1=0.683, d2=0.673 g=0.795 2/2 [==============================] - 0s 12ms/step >2, 678/693, d1=0.683, d2=0.695 g=0.858 2/2 [==============================] - 0s 10ms/step >2, 679/693, d1=0.694, d2=0.647 g=0.742 2/2 [==============================] - 0s 13ms/step >2, 680/693, d1=0.695, d2=0.681 g=0.849 2/2 [==============================] - 0s 9ms/step >2, 681/693, d1=0.696, d2=0.678 g=0.794 2/2 [==============================] - 0s 11ms/step >2, 682/693, d1=0.700, d2=0.674 g=0.929 2/2 [==============================] - 0s 10ms/step >2, 683/693, d1=0.690, d2=0.665 g=0.703 2/2 [==============================] - 0s 10ms/step >2, 684/693, d1=0.692, d2=0.641 g=0.961 2/2 [==============================] - 0s 10ms/step >2, 685/693, d1=0.677, d2=0.675 g=0.848 2/2 [==============================] - 0s 9ms/step >2, 686/693, d1=0.683, d2=0.691 g=0.954 2/2 [==============================] - 0s 10ms/step >2, 687/693, d1=0.692, d2=0.702 g=0.882 2/2 [==============================] - 0s 11ms/step >2, 688/693, d1=0.687, d2=0.687 g=0.821 2/2 [==============================] - 0s 11ms/step >2, 689/693, d1=0.682, d2=0.708 g=0.787 2/2 [==============================] - 0s 10ms/step >2, 690/693, d1=0.680, d2=0.686 g=0.857 2/2 [==============================] - 0s 10ms/step >2, 691/693, d1=0.698, d2=0.693 g=0.811 2/2 [==============================] - 0s 11ms/step >2, 692/693, d1=0.678, d2=0.709 g=0.830 2/2 [==============================] - 0s 10ms/step >2, 693/693, d1=0.695, d2=0.685 g=1.007 2/2 [==============================] - 0s 10ms/step >3, 1/693, d1=0.684, d2=0.704 g=0.929 2/2 [==============================] - 0s 10ms/step >3, 2/693, d1=0.683, d2=0.701 g=0.747 2/2 [==============================] - 0s 9ms/step >3, 3/693, d1=0.690, d2=0.685 g=0.728 2/2 [==============================] - 0s 11ms/step >3, 4/693, d1=0.692, d2=0.691 g=0.747 2/2 [==============================] - 0s 10ms/step >3, 5/693, d1=0.695, d2=0.685 g=0.808 2/2 [==============================] - 0s 11ms/step >3, 6/693, d1=0.685, d2=0.695 g=0.814 2/2 [==============================] - 0s 10ms/step >3, 7/693, d1=0.696, d2=0.684 g=0.867 2/2 [==============================] - 0s 11ms/step >3, 8/693, d1=0.715, d2=0.691 g=0.876 2/2 [==============================] - 0s 11ms/step >3, 9/693, d1=0.709, d2=0.646 g=0.890 2/2 [==============================] - 0s 11ms/step >3, 10/693, d1=0.707, d2=0.673 g=0.807 2/2 [==============================] - 0s 11ms/step >3, 11/693, d1=0.695, d2=0.662 g=0.844 2/2 [==============================] - 0s 10ms/step >3, 12/693, d1=0.686, d2=0.695 g=0.940 2/2 [==============================] - 0s 10ms/step >3, 13/693, d1=0.704, d2=0.697 g=0.908 2/2 [==============================] - 0s 10ms/step >3, 14/693, d1=0.705, d2=0.646 g=0.976 2/2 [==============================] - 0s 10ms/step >3, 15/693, d1=0.697, d2=0.677 g=0.798 2/2 [==============================] - 0s 12ms/step >3, 16/693, d1=0.696, d2=0.663 g=0.824 2/2 [==============================] - 0s 10ms/step >3, 17/693, d1=0.700, d2=0.673 g=0.825 2/2 [==============================] - 0s 11ms/step >3, 18/693, d1=0.700, d2=0.685 g=0.924 2/2 [==============================] - 0s 12ms/step >3, 19/693, d1=0.701, d2=0.667 g=0.828 2/2 [==============================] - 0s 10ms/step >3, 20/693, d1=0.696, d2=0.681 g=0.822 2/2 [==============================] - 0s 10ms/step >3, 21/693, d1=0.698, d2=0.678 g=0.916 2/2 [==============================] - 0s 13ms/step >3, 22/693, d1=0.697, d2=0.628 g=0.949 2/2 [==============================] - 0s 11ms/step >3, 23/693, d1=0.687, d2=0.668 g=0.930 2/2 [==============================] - 0s 12ms/step >3, 24/693, d1=0.695, d2=0.688 g=0.815 2/2 [==============================] - 0s 10ms/step >3, 25/693, d1=0.711, d2=0.672 g=0.838 2/2 [==============================] - 0s 11ms/step >3, 26/693, d1=0.683, d2=0.647 g=0.827 2/2 [==============================] - 0s 10ms/step >3, 27/693, d1=0.686, d2=0.665 g=0.847 2/2 [==============================] - 0s 10ms/step >3, 28/693, d1=0.688, d2=0.695 g=0.761 2/2 [==============================] - 0s 10ms/step >3, 29/693, d1=0.700, d2=0.676 g=0.749 2/2 [==============================] - 0s 10ms/step >3, 30/693, d1=0.688, d2=0.684 g=0.782 2/2 [==============================] - 0s 11ms/step >3, 31/693, d1=0.687, d2=0.690 g=0.825 2/2 [==============================] - 0s 11ms/step >3, 32/693, d1=0.689, d2=0.657 g=0.930 2/2 [==============================] - 0s 10ms/step >3, 33/693, d1=0.693, d2=0.686 g=0.836 2/2 [==============================] - 0s 15ms/step >3, 34/693, d1=0.694, d2=0.673 g=0.871 2/2 [==============================] - 0s 9ms/step >3, 35/693, d1=0.692, d2=0.666 g=0.849 2/2 [==============================] - 0s 11ms/step >3, 36/693, d1=0.684, d2=0.666 g=0.777 2/2 [==============================] - 0s 11ms/step >3, 37/693, d1=0.694, d2=0.699 g=0.753 2/2 [==============================] - 0s 11ms/step >3, 38/693, d1=0.681, d2=0.692 g=0.924 2/2 [==============================] - 0s 11ms/step >3, 39/693, d1=0.678, d2=0.687 g=0.993 2/2 [==============================] - 0s 10ms/step >3, 40/693, d1=0.689, d2=0.689 g=0.829 2/2 [==============================] - 0s 10ms/step >3, 41/693, d1=0.694, d2=0.685 g=0.793 2/2 [==============================] - 0s 10ms/step >3, 42/693, d1=0.684, d2=0.671 g=0.841 2/2 [==============================] - 0s 12ms/step >3, 43/693, d1=0.694, d2=0.671 g=0.780 2/2 [==============================] - 0s 10ms/step >3, 44/693, d1=0.691, d2=0.675 g=0.845 2/2 [==============================] - 0s 11ms/step >3, 45/693, d1=0.678, d2=0.699 g=0.838 2/2 [==============================] - 0s 10ms/step >3, 46/693, d1=0.671, d2=0.671 g=0.812 2/2 [==============================] - 0s 11ms/step >3, 47/693, d1=0.679, d2=0.699 g=0.903 2/2 [==============================] - 0s 10ms/step >3, 48/693, d1=0.677, d2=0.698 g=0.965 2/2 [==============================] - 0s 10ms/step >3, 49/693, d1=0.691, d2=0.689 g=0.861 2/2 [==============================] - 0s 12ms/step >3, 50/693, d1=0.692, d2=0.672 g=0.804 2/2 [==============================] - 0s 11ms/step >3, 51/693, d1=0.700, d2=0.673 g=0.856 2/2 [==============================] - 0s 11ms/step >3, 52/693, d1=0.676, d2=0.679 g=0.864 2/2 [==============================] - 0s 10ms/step >3, 53/693, d1=0.687, d2=0.682 g=0.875 2/2 [==============================] - 0s 11ms/step >3, 54/693, d1=0.694, d2=0.684 g=0.815 2/2 [==============================] - 0s 11ms/step >3, 55/693, d1=0.692, d2=0.664 g=0.925 2/2 [==============================] - 0s 10ms/step >3, 56/693, d1=0.681, d2=0.727 g=0.770 2/2 [==============================] - 0s 10ms/step >3, 57/693, d1=0.686, d2=0.693 g=0.860 2/2 [==============================] - 0s 10ms/step >3, 58/693, d1=0.686, d2=0.689 g=0.829 2/2 [==============================] - 0s 11ms/step >3, 59/693, d1=0.704, d2=0.687 g=0.816 2/2 [==============================] - 0s 11ms/step >3, 60/693, d1=0.690, d2=0.700 g=0.739 2/2 [==============================] - 0s 10ms/step >3, 61/693, d1=0.702, d2=0.671 g=0.770 2/2 [==============================] - 0s 10ms/step >3, 62/693, d1=0.685, d2=0.696 g=0.823 2/2 [==============================] - 0s 9ms/step >3, 63/693, d1=0.698, d2=0.661 g=0.836 2/2 [==============================] - 0s 10ms/step >3, 64/693, d1=0.695, d2=0.707 g=0.719 2/2 [==============================] - 0s 10ms/step >3, 65/693, d1=0.692, d2=0.690 g=0.794 2/2 [==============================] - 0s 10ms/step >3, 66/693, d1=0.681, d2=0.686 g=0.916 2/2 [==============================] - 0s 10ms/step >3, 67/693, d1=0.698, d2=0.697 g=0.992 2/2 [==============================] - 0s 10ms/step >3, 68/693, d1=0.704, d2=0.684 g=0.822 2/2 [==============================] - 0s 13ms/step >3, 69/693, d1=0.697, d2=0.687 g=0.970 2/2 [==============================] - 0s 13ms/step >3, 70/693, d1=0.696, d2=0.656 g=0.840 2/2 [==============================] - 0s 11ms/step >3, 71/693, d1=0.689, d2=0.662 g=0.821 2/2 [==============================] - 0s 11ms/step >3, 72/693, d1=0.701, d2=0.697 g=0.975 2/2 [==============================] - 0s 11ms/step >3, 73/693, d1=0.688, d2=0.684 g=0.982 2/2 [==============================] - 0s 11ms/step >3, 74/693, d1=0.688, d2=0.654 g=0.927 2/2 [==============================] - 0s 10ms/step >3, 75/693, d1=0.700, d2=0.666 g=0.942 2/2 [==============================] - 0s 11ms/step >3, 76/693, d1=0.679, d2=0.657 g=0.803 2/2 [==============================] - 0s 10ms/step >3, 77/693, d1=0.702, d2=0.669 g=0.915 2/2 [==============================] - 0s 10ms/step >3, 78/693, d1=0.695, d2=0.702 g=0.831 2/2 [==============================] - 0s 11ms/step >3, 79/693, d1=0.694, d2=0.692 g=1.010 2/2 [==============================] - 0s 10ms/step >3, 80/693, d1=0.705, d2=0.629 g=0.861 2/2 [==============================] - 0s 11ms/step >3, 81/693, d1=0.697, d2=0.672 g=0.921 2/2 [==============================] - 0s 11ms/step >3, 82/693, d1=0.688, d2=0.689 g=0.887 2/2 [==============================] - 0s 10ms/step >3, 83/693, d1=0.673, d2=0.670 g=0.970 2/2 [==============================] - 0s 10ms/step >3, 84/693, d1=0.710, d2=0.679 g=0.812 2/2 [==============================] - 0s 11ms/step >3, 85/693, d1=0.693, d2=0.679 g=0.780 2/2 [==============================] - 0s 10ms/step >3, 86/693, d1=0.688, d2=0.716 g=0.888 2/2 [==============================] - 0s 10ms/step >3, 87/693, d1=0.696, d2=0.685 g=0.830 2/2 [==============================] - 0s 10ms/step >3, 88/693, d1=0.705, d2=0.686 g=0.893 2/2 [==============================] - 0s 9ms/step >3, 89/693, d1=0.698, d2=0.693 g=0.951 2/2 [==============================] - 0s 11ms/step >3, 90/693, d1=0.677, d2=0.702 g=0.802 2/2 [==============================] - 0s 11ms/step >3, 91/693, d1=0.677, d2=0.669 g=0.925 2/2 [==============================] - 0s 10ms/step >3, 92/693, d1=0.694, d2=0.690 g=0.738 2/2 [==============================] - 0s 10ms/step >3, 93/693, d1=0.689, d2=0.676 g=0.758 2/2 [==============================] - 0s 11ms/step >3, 94/693, d1=0.700, d2=0.705 g=0.744 2/2 [==============================] - 0s 9ms/step >3, 95/693, d1=0.693, d2=0.651 g=0.744 2/2 [==============================] - 0s 10ms/step >3, 96/693, d1=0.686, d2=0.683 g=0.913 2/2 [==============================] - 0s 10ms/step >3, 97/693, d1=0.701, d2=0.685 g=0.901 2/2 [==============================] - 0s 11ms/step >3, 98/693, d1=0.696, d2=0.676 g=0.792 2/2 [==============================] - 0s 10ms/step >3, 99/693, d1=0.699, d2=0.675 g=0.966 2/2 [==============================] - 0s 14ms/step >3, 100/693, d1=0.700, d2=0.660 g=0.903 2/2 [==============================] - 0s 10ms/step >3, 101/693, d1=0.692, d2=0.661 g=0.825 2/2 [==============================] - 0s 11ms/step >3, 102/693, d1=0.685, d2=0.652 g=0.940 2/2 [==============================] - 0s 11ms/step >3, 103/693, d1=0.702, d2=0.693 g=0.825 2/2 [==============================] - 0s 10ms/step >3, 104/693, d1=0.694, d2=0.645 g=0.942 2/2 [==============================] - 0s 10ms/step >3, 105/693, d1=0.685, d2=0.676 g=0.811 2/2 [==============================] - 0s 11ms/step >3, 106/693, d1=0.683, d2=0.627 g=0.890 2/2 [==============================] - 0s 11ms/step >3, 107/693, d1=0.700, d2=0.661 g=0.758 2/2 [==============================] - 0s 10ms/step >3, 108/693, d1=0.689, d2=0.656 g=0.800 2/2 [==============================] - 0s 9ms/step >3, 109/693, d1=0.693, d2=0.694 g=1.001 2/2 [==============================] - 0s 11ms/step >3, 110/693, d1=0.684, d2=0.686 g=0.857 2/2 [==============================] - 0s 10ms/step >3, 111/693, d1=0.684, d2=0.689 g=0.825 2/2 [==============================] - 0s 11ms/step >3, 112/693, d1=0.685, d2=0.649 g=0.896 2/2 [==============================] - 0s 11ms/step >3, 113/693, d1=0.690, d2=0.676 g=0.939 2/2 [==============================] - 0s 11ms/step >3, 114/693, d1=0.683, d2=0.680 g=0.763 2/2 [==============================] - 0s 10ms/step >3, 115/693, d1=0.682, d2=0.681 g=0.748 2/2 [==============================] - 0s 11ms/step >3, 116/693, d1=0.686, d2=0.673 g=0.844 2/2 [==============================] - 0s 10ms/step >3, 117/693, d1=0.691, d2=0.673 g=0.751 2/2 [==============================] - 0s 11ms/step >3, 118/693, d1=0.686, d2=0.686 g=0.967 2/2 [==============================] - 0s 11ms/step >3, 119/693, d1=0.697, d2=0.675 g=0.836 2/2 [==============================] - 0s 11ms/step >3, 120/693, d1=0.679, d2=0.689 g=0.778 2/2 [==============================] - 0s 11ms/step >3, 121/693, d1=0.695, d2=0.696 g=0.846 2/2 [==============================] - 0s 11ms/step >3, 122/693, d1=0.684, d2=0.672 g=0.868 2/2 [==============================] - 0s 10ms/step >3, 123/693, d1=0.693, d2=0.711 g=0.848 2/2 [==============================] - 0s 10ms/step >3, 124/693, d1=0.685, d2=0.670 g=0.949 2/2 [==============================] - 0s 10ms/step >3, 125/693, d1=0.689, d2=0.682 g=0.839 2/2 [==============================] - 0s 11ms/step >3, 126/693, d1=0.691, d2=0.686 g=0.905 2/2 [==============================] - 0s 11ms/step >3, 127/693, d1=0.696, d2=0.653 g=0.804 2/2 [==============================] - 0s 11ms/step >3, 128/693, d1=0.686, d2=0.671 g=0.946 2/2 [==============================] - 0s 10ms/step >3, 129/693, d1=0.691, d2=0.687 g=0.820 2/2 [==============================] - 0s 11ms/step >3, 130/693, d1=0.681, d2=0.673 g=0.818 2/2 [==============================] - 0s 11ms/step >3, 131/693, d1=0.686, d2=0.656 g=0.890 2/2 [==============================] - 0s 10ms/step >3, 132/693, d1=0.684, d2=0.669 g=0.829 2/2 [==============================] - 0s 10ms/step >3, 133/693, d1=0.696, d2=0.677 g=0.823 2/2 [==============================] - 0s 13ms/step >3, 134/693, d1=0.674, d2=0.695 g=0.795 2/2 [==============================] - 0s 11ms/step >3, 135/693, d1=0.694, d2=0.679 g=0.923 2/2 [==============================] - 0s 10ms/step >3, 136/693, d1=0.685, d2=0.653 g=0.861 2/2 [==============================] - 0s 10ms/step >3, 137/693, d1=0.686, d2=0.672 g=0.980 2/2 [==============================] - 0s 10ms/step >3, 138/693, d1=0.689, d2=0.684 g=0.826 2/2 [==============================] - 0s 9ms/step >3, 139/693, d1=0.684, d2=0.660 g=0.915 2/2 [==============================] - 0s 11ms/step >3, 140/693, d1=0.677, d2=0.660 g=0.736 2/2 [==============================] - 0s 11ms/step >3, 141/693, d1=0.673, d2=0.696 g=0.794 2/2 [==============================] - 0s 12ms/step >3, 142/693, d1=0.687, d2=0.674 g=0.823 2/2 [==============================] - 0s 11ms/step >3, 143/693, d1=0.692, d2=0.688 g=0.853 2/2 [==============================] - 0s 11ms/step >3, 144/693, d1=0.685, d2=0.678 g=0.814 2/2 [==============================] - 0s 12ms/step >3, 145/693, d1=0.689, d2=0.657 g=0.914 2/2 [==============================] - 0s 10ms/step >3, 146/693, d1=0.699, d2=0.681 g=0.869 2/2 [==============================] - 0s 11ms/step >3, 147/693, d1=0.681, d2=0.678 g=0.752 2/2 [==============================] - 0s 12ms/step >3, 148/693, d1=0.683, d2=0.711 g=0.744 2/2 [==============================] - 0s 10ms/step >3, 149/693, d1=0.682, d2=0.682 g=0.908 2/2 [==============================] - 0s 10ms/step >3, 150/693, d1=0.690, d2=0.721 g=0.919 2/2 [==============================] - 0s 10ms/step >3, 151/693, d1=0.670, d2=0.707 g=0.833 2/2 [==============================] - 0s 11ms/step >3, 152/693, d1=0.686, d2=0.708 g=0.787 2/2 [==============================] - 0s 10ms/step >3, 153/693, d1=0.687, d2=0.696 g=0.801 2/2 [==============================] - 0s 10ms/step >3, 154/693, d1=0.694, d2=0.693 g=0.798 2/2 [==============================] - 0s 11ms/step >3, 155/693, d1=0.679, d2=0.694 g=0.758 2/2 [==============================] - 0s 10ms/step >3, 156/693, d1=0.683, d2=0.668 g=0.893 2/2 [==============================] - 0s 10ms/step >3, 157/693, d1=0.682, d2=0.723 g=0.738 2/2 [==============================] - 0s 11ms/step >3, 158/693, d1=0.681, d2=0.695 g=0.820 2/2 [==============================] - 0s 11ms/step >3, 159/693, d1=0.678, d2=0.692 g=0.860 2/2 [==============================] - 0s 10ms/step >3, 160/693, d1=0.679, d2=0.703 g=0.822 2/2 [==============================] - 0s 10ms/step >3, 161/693, d1=0.667, d2=0.696 g=0.808 2/2 [==============================] - 0s 11ms/step >3, 162/693, d1=0.683, d2=0.664 g=0.709 2/2 [==============================] - 0s 9ms/step >3, 163/693, d1=0.684, d2=0.702 g=0.901 2/2 [==============================] - 0s 11ms/step >3, 164/693, d1=0.693, d2=0.687 g=0.816 2/2 [==============================] - 0s 16ms/step >3, 165/693, d1=0.687, d2=0.718 g=0.921 2/2 [==============================] - 0s 11ms/step >3, 166/693, d1=0.666, d2=0.683 g=0.861 2/2 [==============================] - 0s 11ms/step >3, 167/693, d1=0.661, d2=0.687 g=0.853 2/2 [==============================] - 0s 11ms/step >3, 168/693, d1=0.668, d2=0.722 g=0.894 2/2 [==============================] - 0s 10ms/step >3, 169/693, d1=0.674, d2=0.690 g=0.988 2/2 [==============================] - 0s 10ms/step >3, 170/693, d1=0.687, d2=0.706 g=0.979 2/2 [==============================] - 0s 10ms/step >3, 171/693, d1=0.697, d2=0.709 g=0.881 2/2 [==============================] - 0s 10ms/step >3, 172/693, d1=0.675, d2=0.682 g=0.793 2/2 [==============================] - 0s 11ms/step >3, 173/693, d1=0.687, d2=0.713 g=0.842 2/2 [==============================] - 0s 10ms/step >3, 174/693, d1=0.682, d2=0.689 g=0.855 2/2 [==============================] - 0s 11ms/step >3, 175/693, d1=0.689, d2=0.713 g=0.877 2/2 [==============================] - 0s 10ms/step >3, 176/693, d1=0.693, d2=0.691 g=0.782 2/2 [==============================] - 0s 11ms/step >3, 177/693, d1=0.685, d2=0.700 g=0.871 2/2 [==============================] - 0s 11ms/step >3, 178/693, d1=0.699, d2=0.688 g=0.871 2/2 [==============================] - 0s 10ms/step >3, 179/693, d1=0.685, d2=0.695 g=0.815 2/2 [==============================] - 0s 10ms/step >3, 180/693, d1=0.715, d2=0.674 g=0.888 2/2 [==============================] - 0s 10ms/step >3, 181/693, d1=0.704, d2=0.666 g=0.811 2/2 [==============================] - 0s 11ms/step >3, 182/693, d1=0.697, d2=0.688 g=0.758 2/2 [==============================] - 0s 10ms/step >3, 183/693, d1=0.698, d2=0.645 g=0.915 2/2 [==============================] - 0s 10ms/step >3, 184/693, d1=0.691, d2=0.687 g=0.840 2/2 [==============================] - 0s 15ms/step >3, 185/693, d1=0.701, d2=0.643 g=0.889 2/2 [==============================] - 0s 11ms/step >3, 186/693, d1=0.702, d2=0.703 g=0.918 2/2 [==============================] - 0s 11ms/step >3, 187/693, d1=0.695, d2=0.675 g=0.907 2/2 [==============================] - 0s 10ms/step >3, 188/693, d1=0.710, d2=0.637 g=0.748 2/2 [==============================] - 0s 11ms/step >3, 189/693, d1=0.693, d2=0.640 g=0.829 2/2 [==============================] - 0s 11ms/step >3, 190/693, d1=0.696, d2=0.658 g=0.891 2/2 [==============================] - 0s 10ms/step >3, 191/693, d1=0.692, d2=0.661 g=0.773 2/2 [==============================] - 0s 11ms/step >3, 192/693, d1=0.695, d2=0.649 g=0.775 2/2 [==============================] - 0s 10ms/step >3, 193/693, d1=0.686, d2=0.683 g=0.888 2/2 [==============================] - 0s 11ms/step >3, 194/693, d1=0.692, d2=0.653 g=0.939 2/2 [==============================] - 0s 11ms/step >3, 195/693, d1=0.685, d2=0.672 g=0.858 2/2 [==============================] - 0s 10ms/step >3, 196/693, d1=0.687, d2=0.648 g=0.769 2/2 [==============================] - 0s 10ms/step >3, 197/693, d1=0.695, d2=0.676 g=0.920 2/2 [==============================] - 0s 10ms/step >3, 198/693, d1=0.687, d2=0.668 g=0.947 2/2 [==============================] - 0s 12ms/step >3, 199/693, d1=0.693, d2=0.693 g=0.758 2/2 [==============================] - 0s 11ms/step >3, 200/693, d1=0.685, d2=0.686 g=0.852 2/2 [==============================] - 0s 11ms/step >3, 201/693, d1=0.688, d2=0.684 g=0.923 2/2 [==============================] - 0s 10ms/step >3, 202/693, d1=0.700, d2=0.682 g=0.848 2/2 [==============================] - 0s 11ms/step >3, 203/693, d1=0.702, d2=0.671 g=0.851 2/2 [==============================] - 0s 10ms/step >3, 204/693, d1=0.696, d2=0.705 g=0.722 2/2 [==============================] - 0s 12ms/step >3, 205/693, d1=0.697, d2=0.677 g=0.841 2/2 [==============================] - 0s 10ms/step >3, 206/693, d1=0.693, d2=0.672 g=0.876 2/2 [==============================] - 0s 9ms/step >3, 207/693, d1=0.683, d2=0.691 g=0.770 2/2 [==============================] - 0s 10ms/step >3, 208/693, d1=0.667, d2=0.688 g=0.938 2/2 [==============================] - 0s 10ms/step >3, 209/693, d1=0.694, d2=0.699 g=0.916 2/2 [==============================] - 0s 9ms/step >3, 210/693, d1=0.685, d2=0.692 g=0.842 2/2 [==============================] - 0s 10ms/step >3, 211/693, d1=0.683, d2=0.681 g=0.890 2/2 [==============================] - 0s 11ms/step >3, 212/693, d1=0.686, d2=0.650 g=0.874 2/2 [==============================] - 0s 10ms/step >3, 213/693, d1=0.679, d2=0.691 g=0.873 2/2 [==============================] - 0s 10ms/step >3, 214/693, d1=0.678, d2=0.698 g=0.819 2/2 [==============================] - 0s 10ms/step >3, 215/693, d1=0.691, d2=0.689 g=0.881 2/2 [==============================] - 0s 11ms/step >3, 216/693, d1=0.699, d2=0.699 g=0.846 2/2 [==============================] - 0s 10ms/step >3, 217/693, d1=0.672, d2=0.661 g=0.822 2/2 [==============================] - 0s 11ms/step >3, 218/693, d1=0.692, d2=0.686 g=0.817 2/2 [==============================] - 0s 10ms/step >3, 219/693, d1=0.688, d2=0.697 g=0.831 2/2 [==============================] - 0s 10ms/step >3, 220/693, d1=0.675, d2=0.665 g=0.918 2/2 [==============================] - 0s 10ms/step >3, 221/693, d1=0.673, d2=0.642 g=0.834 2/2 [==============================] - 0s 11ms/step >3, 222/693, d1=0.678, d2=0.677 g=0.894 2/2 [==============================] - 0s 11ms/step >3, 223/693, d1=0.682, d2=0.679 g=0.960 2/2 [==============================] - 0s 11ms/step >3, 224/693, d1=0.670, d2=0.680 g=0.749 2/2 [==============================] - 0s 10ms/step >3, 225/693, d1=0.679, d2=0.692 g=0.762 2/2 [==============================] - 0s 11ms/step >3, 226/693, d1=0.670, d2=0.633 g=0.813 2/2 [==============================] - 0s 10ms/step >3, 227/693, d1=0.669, d2=0.634 g=0.799 2/2 [==============================] - 0s 11ms/step >3, 228/693, d1=0.670, d2=0.697 g=0.807 2/2 [==============================] - 0s 9ms/step >3, 229/693, d1=0.668, d2=0.682 g=0.852 2/2 [==============================] - 0s 11ms/step >3, 230/693, d1=0.690, d2=0.685 g=0.868 2/2 [==============================] - 0s 10ms/step >3, 231/693, d1=0.677, d2=0.720 g=0.892 2/2 [==============================] - 0s 11ms/step >3, 232/693, d1=0.681, d2=0.657 g=0.876 2/2 [==============================] - 0s 11ms/step >3, 233/693, d1=0.676, d2=0.739 g=0.997 2/2 [==============================] - 0s 10ms/step >3, 234/693, d1=0.680, d2=0.705 g=0.770 2/2 [==============================] - 0s 9ms/step >3, 235/693, d1=0.664, d2=0.701 g=0.945 2/2 [==============================] - 0s 10ms/step >3, 236/693, d1=0.664, d2=0.694 g=0.804 2/2 [==============================] - 0s 10ms/step >3, 237/693, d1=0.684, d2=0.700 g=0.787 2/2 [==============================] - 0s 10ms/step >3, 238/693, d1=0.689, d2=0.692 g=0.777 2/2 [==============================] - 0s 10ms/step >3, 239/693, d1=0.685, d2=0.714 g=0.864 2/2 [==============================] - 0s 11ms/step >3, 240/693, d1=0.692, d2=0.670 g=0.783 2/2 [==============================] - 0s 10ms/step >3, 241/693, d1=0.684, d2=0.693 g=0.838 2/2 [==============================] - 0s 11ms/step >3, 242/693, d1=0.698, d2=0.713 g=0.874 2/2 [==============================] - 0s 10ms/step >3, 243/693, d1=0.689, d2=0.683 g=0.820 2/2 [==============================] - 0s 10ms/step >3, 244/693, d1=0.675, d2=0.712 g=0.936 2/2 [==============================] - 0s 11ms/step >3, 245/693, d1=0.707, d2=0.673 g=0.730 2/2 [==============================] - 0s 10ms/step >3, 246/693, d1=0.684, d2=0.658 g=0.959 2/2 [==============================] - 0s 11ms/step >3, 247/693, d1=0.696, d2=0.662 g=0.920 2/2 [==============================] - 0s 9ms/step >3, 248/693, d1=0.712, d2=0.681 g=0.736 2/2 [==============================] - 0s 10ms/step >3, 249/693, d1=0.700, d2=0.642 g=0.859 2/2 [==============================] - 0s 10ms/step >3, 250/693, d1=0.695, d2=0.652 g=0.814 2/2 [==============================] - 0s 11ms/step >3, 251/693, d1=0.683, d2=0.652 g=0.928 2/2 [==============================] - 0s 10ms/step >3, 252/693, d1=0.698, d2=0.642 g=0.892 2/2 [==============================] - 0s 10ms/step >3, 253/693, d1=0.696, d2=0.645 g=0.850 2/2 [==============================] - 0s 11ms/step >3, 254/693, d1=0.686, d2=0.673 g=0.887 2/2 [==============================] - 0s 10ms/step >3, 255/693, d1=0.695, d2=0.684 g=0.994 2/2 [==============================] - 0s 9ms/step >3, 256/693, d1=0.676, d2=0.664 g=0.868 2/2 [==============================] - 0s 10ms/step >3, 257/693, d1=0.689, d2=0.657 g=0.807 2/2 [==============================] - 0s 10ms/step >3, 258/693, d1=0.688, d2=0.698 g=0.869 2/2 [==============================] - 0s 11ms/step >3, 259/693, d1=0.693, d2=0.685 g=0.761 2/2 [==============================] - 0s 10ms/step >3, 260/693, d1=0.687, d2=0.696 g=0.830 2/2 [==============================] - 0s 12ms/step >3, 261/693, d1=0.697, d2=0.680 g=0.798 2/2 [==============================] - 0s 10ms/step >3, 262/693, d1=0.700, d2=0.686 g=0.750 2/2 [==============================] - 0s 10ms/step >3, 263/693, d1=0.687, d2=0.707 g=0.845 2/2 [==============================] - 0s 9ms/step >3, 264/693, d1=0.681, d2=0.628 g=0.885 2/2 [==============================] - 0s 10ms/step >3, 265/693, d1=0.691, d2=0.683 g=0.757 2/2 [==============================] - 0s 11ms/step >3, 266/693, d1=0.686, d2=0.647 g=0.977 2/2 [==============================] - 0s 11ms/step >3, 267/693, d1=0.696, d2=0.704 g=0.877 2/2 [==============================] - 0s 11ms/step >3, 268/693, d1=0.693, d2=0.700 g=0.838 2/2 [==============================] - 0s 12ms/step >3, 269/693, d1=0.694, d2=0.654 g=0.903 2/2 [==============================] - 0s 9ms/step >3, 270/693, d1=0.699, d2=0.672 g=0.772 2/2 [==============================] - 0s 11ms/step >3, 271/693, d1=0.665, d2=0.704 g=0.780 2/2 [==============================] - 0s 11ms/step >3, 272/693, d1=0.687, d2=0.692 g=0.869 2/2 [==============================] - 0s 11ms/step >3, 273/693, d1=0.687, d2=0.685 g=0.838 2/2 [==============================] - 0s 11ms/step >3, 274/693, d1=0.692, d2=0.699 g=0.849 2/2 [==============================] - 0s 10ms/step >3, 275/693, d1=0.693, d2=0.671 g=0.775 2/2 [==============================] - 0s 11ms/step >3, 276/693, d1=0.682, d2=0.683 g=0.828 2/2 [==============================] - 0s 11ms/step >3, 277/693, d1=0.693, d2=0.691 g=0.865 2/2 [==============================] - 0s 9ms/step >3, 278/693, d1=0.691, d2=0.671 g=0.889 2/2 [==============================] - 0s 10ms/step >3, 279/693, d1=0.676, d2=0.658 g=0.815 2/2 [==============================] - 0s 10ms/step >3, 280/693, d1=0.687, d2=0.661 g=0.791 2/2 [==============================] - 0s 10ms/step >3, 281/693, d1=0.692, d2=0.699 g=0.901 2/2 [==============================] - 0s 10ms/step >3, 282/693, d1=0.671, d2=0.682 g=0.858 2/2 [==============================] - 0s 10ms/step >3, 283/693, d1=0.704, d2=0.677 g=0.884 2/2 [==============================] - 0s 12ms/step >3, 284/693, d1=0.672, d2=0.657 g=0.842 2/2 [==============================] - 0s 10ms/step >3, 285/693, d1=0.675, d2=0.663 g=0.975 2/2 [==============================] - 0s 10ms/step >3, 286/693, d1=0.671, d2=0.677 g=0.731 2/2 [==============================] - 0s 11ms/step >3, 287/693, d1=0.677, d2=0.695 g=0.995 2/2 [==============================] - 0s 12ms/step >3, 288/693, d1=0.674, d2=0.716 g=0.867 2/2 [==============================] - 0s 9ms/step >3, 289/693, d1=0.677, d2=0.698 g=0.875 2/2 [==============================] - 0s 10ms/step >3, 290/693, d1=0.679, d2=0.712 g=0.838 2/2 [==============================] - 0s 10ms/step >3, 291/693, d1=0.685, d2=0.681 g=0.817 2/2 [==============================] - 0s 10ms/step >3, 292/693, d1=0.672, d2=0.699 g=0.897 2/2 [==============================] - 0s 10ms/step >3, 293/693, d1=0.681, d2=0.695 g=0.771 2/2 [==============================] - 0s 10ms/step >3, 294/693, d1=0.684, d2=0.708 g=0.908 2/2 [==============================] - 0s 10ms/step >3, 295/693, d1=0.688, d2=0.693 g=0.948 2/2 [==============================] - 0s 10ms/step >3, 296/693, d1=0.685, d2=0.695 g=0.837 2/2 [==============================] - 0s 10ms/step >3, 297/693, d1=0.684, d2=0.714 g=0.866 2/2 [==============================] - 0s 10ms/step >3, 298/693, d1=0.687, d2=0.701 g=0.861 2/2 [==============================] - 0s 10ms/step >3, 299/693, d1=0.692, d2=0.713 g=0.802 2/2 [==============================] - 0s 11ms/step >3, 300/693, d1=0.690, d2=0.715 g=0.811 2/2 [==============================] - 0s 10ms/step >3, 301/693, d1=0.691, d2=0.695 g=0.903 2/2 [==============================] - 0s 10ms/step >3, 302/693, d1=0.688, d2=0.690 g=0.778 2/2 [==============================] - 0s 9ms/step >3, 303/693, d1=0.699, d2=0.682 g=0.740 2/2 [==============================] - 0s 11ms/step >3, 304/693, d1=0.691, d2=0.690 g=0.819 2/2 [==============================] - 0s 10ms/step >3, 305/693, d1=0.688, d2=0.698 g=0.814 2/2 [==============================] - 0s 11ms/step >3, 306/693, d1=0.691, d2=0.709 g=0.785 2/2 [==============================] - 0s 10ms/step >3, 307/693, d1=0.697, d2=0.696 g=0.786 2/2 [==============================] - 0s 11ms/step >3, 308/693, d1=0.698, d2=0.701 g=0.800 2/2 [==============================] - 0s 11ms/step >3, 309/693, d1=0.704, d2=0.679 g=0.888 2/2 [==============================] - 0s 10ms/step >3, 310/693, d1=0.696, d2=0.666 g=0.797 2/2 [==============================] - 0s 10ms/step >3, 311/693, d1=0.694, d2=0.648 g=0.794 2/2 [==============================] - 0s 13ms/step >3, 312/693, d1=0.688, d2=0.653 g=0.892 2/2 [==============================] - 0s 10ms/step >3, 313/693, d1=0.686, d2=0.676 g=0.799 2/2 [==============================] - 0s 11ms/step >3, 314/693, d1=0.699, d2=0.664 g=0.800 2/2 [==============================] - 0s 10ms/step >3, 315/693, d1=0.683, d2=0.683 g=0.869 2/2 [==============================] - 0s 11ms/step >3, 316/693, d1=0.692, d2=0.648 g=0.897 2/2 [==============================] - 0s 11ms/step >3, 317/693, d1=0.693, d2=0.673 g=0.992 2/2 [==============================] - 0s 10ms/step >3, 318/693, d1=0.687, d2=0.659 g=0.858 2/2 [==============================] - 0s 10ms/step >3, 319/693, d1=0.682, d2=0.678 g=0.736 2/2 [==============================] - 0s 10ms/step >3, 320/693, d1=0.679, d2=0.683 g=0.930 2/2 [==============================] - 0s 10ms/step >3, 321/693, d1=0.688, d2=0.654 g=0.829 2/2 [==============================] - 0s 11ms/step >3, 322/693, d1=0.679, d2=0.688 g=0.787 2/2 [==============================] - 0s 11ms/step >3, 323/693, d1=0.684, d2=0.647 g=0.917 2/2 [==============================] - 0s 11ms/step >3, 324/693, d1=0.689, d2=0.659 g=0.920 2/2 [==============================] - 0s 11ms/step >3, 325/693, d1=0.692, d2=0.697 g=0.970 2/2 [==============================] - 0s 9ms/step >3, 326/693, d1=0.673, d2=0.677 g=0.819 2/2 [==============================] - 0s 11ms/step >3, 327/693, d1=0.685, d2=0.673 g=0.815 2/2 [==============================] - 0s 12ms/step >3, 328/693, d1=0.679, d2=0.678 g=0.941 2/2 [==============================] - 0s 10ms/step >3, 329/693, d1=0.682, d2=0.681 g=0.905 2/2 [==============================] - 0s 10ms/step >3, 330/693, d1=0.690, d2=0.703 g=0.835 2/2 [==============================] - 0s 10ms/step >3, 331/693, d1=0.673, d2=0.722 g=0.737 2/2 [==============================] - 0s 10ms/step >3, 332/693, d1=0.687, d2=0.681 g=0.803 2/2 [==============================] - 0s 12ms/step >3, 333/693, d1=0.681, d2=0.699 g=0.776 2/2 [==============================] - 0s 13ms/step >3, 334/693, d1=0.679, d2=0.686 g=0.892 2/2 [==============================] - 0s 11ms/step >3, 335/693, d1=0.685, d2=0.688 g=0.870 2/2 [==============================] - 0s 11ms/step >3, 336/693, d1=0.682, d2=0.714 g=0.839 2/2 [==============================] - 0s 11ms/step >3, 337/693, d1=0.694, d2=0.641 g=1.032 2/2 [==============================] - 0s 11ms/step >3, 338/693, d1=0.681, d2=0.689 g=0.911 2/2 [==============================] - 0s 11ms/step >3, 339/693, d1=0.687, d2=0.705 g=0.811 2/2 [==============================] - 0s 10ms/step >3, 340/693, d1=0.672, d2=0.713 g=0.811 2/2 [==============================] - 0s 9ms/step >3, 341/693, d1=0.682, d2=0.642 g=0.850 2/2 [==============================] - 0s 10ms/step >3, 342/693, d1=0.679, d2=0.658 g=0.809 2/2 [==============================] - 0s 10ms/step >3, 343/693, d1=0.686, d2=0.712 g=0.950 2/2 [==============================] - 0s 11ms/step >3, 344/693, d1=0.684, d2=0.700 g=0.818 2/2 [==============================] - 0s 10ms/step >3, 345/693, d1=0.675, d2=0.671 g=0.799 2/2 [==============================] - 0s 10ms/step >3, 346/693, d1=0.672, d2=0.659 g=0.891 2/2 [==============================] - 0s 11ms/step >3, 347/693, d1=0.680, d2=0.647 g=0.825 2/2 [==============================] - 0s 11ms/step >3, 348/693, d1=0.685, d2=0.651 g=0.795 2/2 [==============================] - 0s 10ms/step >3, 349/693, d1=0.673, d2=0.675 g=0.819 2/2 [==============================] - 0s 12ms/step >3, 350/693, d1=0.670, d2=0.685 g=0.851 2/2 [==============================] - 0s 10ms/step >3, 351/693, d1=0.670, d2=0.705 g=0.789 2/2 [==============================] - 0s 10ms/step >3, 352/693, d1=0.666, d2=0.704 g=0.878 2/2 [==============================] - 0s 10ms/step >3, 353/693, d1=0.667, d2=0.652 g=0.807 2/2 [==============================] - 0s 11ms/step >3, 354/693, d1=0.677, d2=0.711 g=0.813 2/2 [==============================] - 0s 11ms/step >3, 355/693, d1=0.676, d2=0.683 g=0.804 2/2 [==============================] - 0s 10ms/step >3, 356/693, d1=0.673, d2=0.693 g=0.890 2/2 [==============================] - 0s 12ms/step >3, 357/693, d1=0.680, d2=0.696 g=0.797 2/2 [==============================] - 0s 10ms/step >3, 358/693, d1=0.663, d2=0.712 g=0.931 2/2 [==============================] - 0s 11ms/step >3, 359/693, d1=0.682, d2=0.736 g=0.865 2/2 [==============================] - 0s 10ms/step >3, 360/693, d1=0.672, d2=0.722 g=0.794 2/2 [==============================] - 0s 11ms/step >3, 361/693, d1=0.677, d2=0.726 g=0.764 2/2 [==============================] - 0s 9ms/step >3, 362/693, d1=0.685, d2=0.677 g=0.802 2/2 [==============================] - 0s 10ms/step >3, 363/693, d1=0.686, d2=0.704 g=0.804 2/2 [==============================] - 0s 10ms/step >3, 364/693, d1=0.697, d2=0.707 g=0.842 2/2 [==============================] - 0s 11ms/step >3, 365/693, d1=0.693, d2=0.700 g=0.917 2/2 [==============================] - 0s 10ms/step >3, 366/693, d1=0.694, d2=0.706 g=0.831 2/2 [==============================] - 0s 10ms/step >3, 367/693, d1=0.696, d2=0.651 g=0.919 2/2 [==============================] - 0s 10ms/step >3, 368/693, d1=0.694, d2=0.673 g=0.752 2/2 [==============================] - 0s 11ms/step >3, 369/693, d1=0.689, d2=0.707 g=0.876 2/2 [==============================] - 0s 11ms/step >3, 370/693, d1=0.697, d2=0.633 g=0.826 2/2 [==============================] - 0s 11ms/step >3, 371/693, d1=0.700, d2=0.665 g=0.731 2/2 [==============================] - 0s 10ms/step >3, 372/693, d1=0.695, d2=0.693 g=0.860 2/2 [==============================] - 0s 10ms/step >3, 373/693, d1=0.706, d2=0.654 g=0.944 2/2 [==============================] - 0s 11ms/step >3, 374/693, d1=0.686, d2=0.668 g=0.827 2/2 [==============================] - 0s 13ms/step >3, 375/693, d1=0.694, d2=0.670 g=0.822 2/2 [==============================] - 0s 11ms/step >3, 376/693, d1=0.694, d2=0.663 g=0.915 2/2 [==============================] - 0s 10ms/step >3, 377/693, d1=0.691, d2=0.643 g=0.885 2/2 [==============================] - 0s 11ms/step >3, 378/693, d1=0.693, d2=0.649 g=0.937 2/2 [==============================] - 0s 10ms/step >3, 379/693, d1=0.693, d2=0.689 g=0.831 2/2 [==============================] - 0s 9ms/step >3, 380/693, d1=0.687, d2=0.694 g=0.744 2/2 [==============================] - 0s 10ms/step >3, 381/693, d1=0.688, d2=0.699 g=1.011 2/2 [==============================] - 0s 12ms/step >3, 382/693, d1=0.687, d2=0.677 g=0.834 2/2 [==============================] - 0s 12ms/step >3, 383/693, d1=0.687, d2=0.697 g=0.864 2/2 [==============================] - 0s 10ms/step >3, 384/693, d1=0.693, d2=0.702 g=0.831 2/2 [==============================] - 0s 11ms/step >3, 385/693, d1=0.688, d2=0.658 g=0.913 2/2 [==============================] - 0s 10ms/step >3, 386/693, d1=0.684, d2=0.663 g=0.861 2/2 [==============================] - 0s 10ms/step >3, 387/693, d1=0.695, d2=0.684 g=0.822 2/2 [==============================] - 0s 11ms/step >3, 388/693, d1=0.695, d2=0.690 g=0.722 2/2 [==============================] - 0s 10ms/step >3, 389/693, d1=0.701, d2=0.687 g=0.856 2/2 [==============================] - 0s 11ms/step >3, 390/693, d1=0.696, d2=0.680 g=0.883 2/2 [==============================] - 0s 11ms/step >3, 391/693, d1=0.687, d2=0.688 g=0.856 2/2 [==============================] - 0s 10ms/step >3, 392/693, d1=0.700, d2=0.671 g=0.939 2/2 [==============================] - 0s 11ms/step >3, 393/693, d1=0.684, d2=0.679 g=0.790 2/2 [==============================] - 0s 9ms/step >3, 394/693, d1=0.694, d2=0.680 g=1.034 2/2 [==============================] - 0s 10ms/step >3, 395/693, d1=0.688, d2=0.685 g=0.981 2/2 [==============================] - 0s 10ms/step >3, 396/693, d1=0.687, d2=0.686 g=0.821 2/2 [==============================] - 0s 11ms/step >3, 397/693, d1=0.699, d2=0.690 g=0.882 2/2 [==============================] - 0s 10ms/step >3, 398/693, d1=0.689, d2=0.657 g=0.821 2/2 [==============================] - 0s 10ms/step >3, 399/693, d1=0.690, d2=0.676 g=0.867 2/2 [==============================] - 0s 11ms/step >3, 400/693, d1=0.685, d2=0.658 g=0.826 2/2 [==============================] - 0s 11ms/step >3, 401/693, d1=0.688, d2=0.692 g=0.805 2/2 [==============================] - 0s 10ms/step >3, 402/693, d1=0.694, d2=0.691 g=0.953 2/2 [==============================] - 0s 11ms/step >3, 403/693, d1=0.684, d2=0.697 g=0.895 2/2 [==============================] - 0s 11ms/step >3, 404/693, d1=0.694, d2=0.651 g=0.764 2/2 [==============================] - 0s 10ms/step >3, 405/693, d1=0.697, d2=0.648 g=0.864 2/2 [==============================] - 0s 10ms/step >3, 406/693, d1=0.692, d2=0.671 g=0.960 2/2 [==============================] - 0s 11ms/step >3, 407/693, d1=0.694, d2=0.647 g=0.862 2/2 [==============================] - 0s 10ms/step >3, 408/693, d1=0.696, d2=0.674 g=0.838 2/2 [==============================] - 0s 10ms/step >3, 409/693, d1=0.691, d2=0.659 g=0.870 2/2 [==============================] - 0s 10ms/step >3, 410/693, d1=0.690, d2=0.649 g=0.802 2/2 [==============================] - 0s 10ms/step >3, 411/693, d1=0.681, d2=0.676 g=0.980 2/2 [==============================] - 0s 11ms/step >3, 412/693, d1=0.691, d2=0.669 g=0.710 2/2 [==============================] - 0s 10ms/step >3, 413/693, d1=0.674, d2=0.671 g=0.920 2/2 [==============================] - 0s 11ms/step >3, 414/693, d1=0.697, d2=0.672 g=0.833 2/2 [==============================] - 0s 10ms/step >3, 415/693, d1=0.685, d2=0.681 g=0.826 2/2 [==============================] - 0s 9ms/step >3, 416/693, d1=0.692, d2=0.689 g=0.861 2/2 [==============================] - 0s 10ms/step >3, 417/693, d1=0.678, d2=0.705 g=0.886 2/2 [==============================] - 0s 11ms/step >3, 418/693, d1=0.689, d2=0.666 g=0.966 2/2 [==============================] - 0s 11ms/step >3, 419/693, d1=0.678, d2=0.650 g=0.787 2/2 [==============================] - 0s 10ms/step >3, 420/693, d1=0.680, d2=0.635 g=0.835 2/2 [==============================] - 0s 11ms/step >3, 421/693, d1=0.687, d2=0.698 g=0.811 2/2 [==============================] - 0s 10ms/step >3, 422/693, d1=0.688, d2=0.673 g=0.902 2/2 [==============================] - 0s 10ms/step >3, 423/693, d1=0.694, d2=0.706 g=0.809 2/2 [==============================] - 0s 11ms/step >3, 424/693, d1=0.681, d2=0.705 g=0.810 2/2 [==============================] - 0s 10ms/step >3, 425/693, d1=0.690, d2=0.678 g=0.900 2/2 [==============================] - 0s 11ms/step >3, 426/693, d1=0.677, d2=0.704 g=0.964 2/2 [==============================] - 0s 12ms/step >3, 427/693, d1=0.698, d2=0.637 g=0.751 2/2 [==============================] - 0s 10ms/step >3, 428/693, d1=0.691, d2=0.698 g=0.788 2/2 [==============================] - 0s 11ms/step >3, 429/693, d1=0.699, d2=0.656 g=0.788 2/2 [==============================] - 0s 11ms/step >3, 430/693, d1=0.687, d2=0.685 g=1.005 2/2 [==============================] - 0s 10ms/step >3, 431/693, d1=0.689, d2=0.686 g=0.753 2/2 [==============================] - 0s 13ms/step >3, 432/693, d1=0.689, d2=0.676 g=0.823 2/2 [==============================] - 0s 11ms/step >3, 433/693, d1=0.696, d2=0.634 g=0.753 2/2 [==============================] - 0s 10ms/step >3, 434/693, d1=0.690, d2=0.673 g=0.993 2/2 [==============================] - 0s 11ms/step >3, 435/693, d1=0.693, d2=0.674 g=0.860 2/2 [==============================] - 0s 10ms/step >3, 436/693, d1=0.691, d2=0.687 g=0.888 2/2 [==============================] - 0s 11ms/step >3, 437/693, d1=0.697, d2=0.642 g=0.800 2/2 [==============================] - 0s 10ms/step >3, 438/693, d1=0.697, d2=0.638 g=0.832 2/2 [==============================] - 0s 11ms/step >3, 439/693, d1=0.692, d2=0.672 g=0.881 2/2 [==============================] - 0s 10ms/step >3, 440/693, d1=0.674, d2=0.652 g=0.834 2/2 [==============================] - 0s 11ms/step >3, 441/693, d1=0.684, d2=0.637 g=0.799 2/2 [==============================] - 0s 10ms/step >3, 442/693, d1=0.693, d2=0.680 g=0.991 2/2 [==============================] - 0s 11ms/step >3, 443/693, d1=0.683, d2=0.683 g=0.815 2/2 [==============================] - 0s 10ms/step >3, 444/693, d1=0.690, d2=0.687 g=0.871 2/2 [==============================] - 0s 13ms/step >3, 445/693, d1=0.683, d2=0.693 g=0.830 2/2 [==============================] - 0s 11ms/step >3, 446/693, d1=0.681, d2=0.692 g=0.823 2/2 [==============================] - 0s 12ms/step >3, 447/693, d1=0.692, d2=0.701 g=0.915 2/2 [==============================] - 0s 10ms/step >3, 448/693, d1=0.685, d2=0.703 g=0.895 2/2 [==============================] - 0s 12ms/step >3, 449/693, d1=0.692, d2=0.668 g=0.882 2/2 [==============================] - 0s 10ms/step >3, 450/693, d1=0.689, d2=0.687 g=0.831 2/2 [==============================] - 0s 12ms/step >3, 451/693, d1=0.687, d2=0.667 g=0.919 2/2 [==============================] - 0s 10ms/step >3, 452/693, d1=0.682, d2=0.709 g=0.855 2/2 [==============================] - 0s 10ms/step >3, 453/693, d1=0.688, d2=0.705 g=0.785 2/2 [==============================] - 0s 10ms/step >3, 454/693, d1=0.684, d2=0.700 g=0.754 2/2 [==============================] - 0s 11ms/step >3, 455/693, d1=0.693, d2=0.689 g=0.996 2/2 [==============================] - 0s 12ms/step >3, 456/693, d1=0.693, d2=0.662 g=0.822 2/2 [==============================] - 0s 11ms/step >3, 457/693, d1=0.680, d2=0.661 g=0.896 2/2 [==============================] - 0s 10ms/step >3, 458/693, d1=0.685, d2=0.716 g=0.786 2/2 [==============================] - 0s 10ms/step >3, 459/693, d1=0.684, d2=0.705 g=0.946 2/2 [==============================] - 0s 10ms/step >3, 460/693, d1=0.675, d2=0.679 g=0.719 2/2 [==============================] - 0s 10ms/step >3, 461/693, d1=0.705, d2=0.682 g=0.835 2/2 [==============================] - 0s 11ms/step >3, 462/693, d1=0.686, d2=0.667 g=0.866 2/2 [==============================] - 0s 11ms/step >3, 463/693, d1=0.697, d2=0.687 g=0.828 2/2 [==============================] - 0s 10ms/step >3, 464/693, d1=0.683, d2=0.649 g=0.939 2/2 [==============================] - 0s 10ms/step >3, 465/693, d1=0.689, d2=0.653 g=1.039 2/2 [==============================] - 0s 10ms/step >3, 466/693, d1=0.688, d2=0.678 g=0.874 2/2 [==============================] - 0s 11ms/step >3, 467/693, d1=0.683, d2=0.671 g=0.834 2/2 [==============================] - 0s 10ms/step >3, 468/693, d1=0.689, d2=0.639 g=0.903 2/2 [==============================] - 0s 12ms/step >3, 469/693, d1=0.690, d2=0.662 g=0.834 2/2 [==============================] - 0s 10ms/step >3, 470/693, d1=0.686, d2=0.637 g=0.839 2/2 [==============================] - 0s 9ms/step >3, 471/693, d1=0.678, d2=0.677 g=0.903 2/2 [==============================] - 0s 11ms/step >3, 472/693, d1=0.705, d2=0.666 g=0.764 2/2 [==============================] - 0s 11ms/step >3, 473/693, d1=0.678, d2=0.674 g=0.933 2/2 [==============================] - 0s 10ms/step >3, 474/693, d1=0.685, d2=0.685 g=0.804 2/2 [==============================] - 0s 10ms/step >3, 475/693, d1=0.683, d2=0.677 g=0.866 2/2 [==============================] - 0s 10ms/step >3, 476/693, d1=0.678, d2=0.668 g=0.724 2/2 [==============================] - 0s 10ms/step >3, 477/693, d1=0.675, d2=0.699 g=0.842 2/2 [==============================] - 0s 11ms/step >3, 478/693, d1=0.676, d2=0.651 g=0.827 2/2 [==============================] - 0s 10ms/step >3, 479/693, d1=0.682, d2=0.710 g=0.789 2/2 [==============================] - 0s 12ms/step >3, 480/693, d1=0.687, d2=0.678 g=0.859 2/2 [==============================] - 0s 10ms/step >3, 481/693, d1=0.675, d2=0.683 g=0.851 2/2 [==============================] - 0s 10ms/step >3, 482/693, d1=0.687, d2=0.688 g=0.843 2/2 [==============================] - 0s 10ms/step >3, 483/693, d1=0.680, d2=0.723 g=0.809 2/2 [==============================] - 0s 10ms/step >3, 484/693, d1=0.679, d2=0.712 g=0.825 2/2 [==============================] - 0s 10ms/step >3, 485/693, d1=0.684, d2=0.687 g=0.818 2/2 [==============================] - 0s 10ms/step >3, 486/693, d1=0.694, d2=0.681 g=0.883 2/2 [==============================] - 0s 10ms/step >3, 487/693, d1=0.689, d2=0.701 g=0.910 2/2 [==============================] - 0s 10ms/step >3, 488/693, d1=0.702, d2=0.673 g=0.847 2/2 [==============================] - 0s 10ms/step >3, 489/693, d1=0.687, d2=0.702 g=0.820 2/2 [==============================] - 0s 12ms/step >3, 490/693, d1=0.697, d2=0.686 g=0.758 2/2 [==============================] - 0s 10ms/step >3, 491/693, d1=0.685, d2=0.701 g=0.901 2/2 [==============================] - 0s 12ms/step >3, 492/693, d1=0.701, d2=0.685 g=0.818 2/2 [==============================] - 0s 11ms/step >3, 493/693, d1=0.690, d2=0.686 g=0.821 2/2 [==============================] - 0s 10ms/step >3, 494/693, d1=0.691, d2=0.665 g=0.857 2/2 [==============================] - 0s 10ms/step >3, 495/693, d1=0.692, d2=0.656 g=0.801 2/2 [==============================] - 0s 10ms/step >3, 496/693, d1=0.692, d2=0.693 g=0.729 2/2 [==============================] - 0s 10ms/step >3, 497/693, d1=0.683, d2=0.661 g=0.925 2/2 [==============================] - 0s 11ms/step >3, 498/693, d1=0.677, d2=0.660 g=0.904 2/2 [==============================] - 0s 11ms/step >3, 499/693, d1=0.687, d2=0.700 g=0.931 2/2 [==============================] - 0s 11ms/step >3, 500/693, d1=0.692, d2=0.669 g=0.906 2/2 [==============================] - 0s 11ms/step >3, 501/693, d1=0.681, d2=0.672 g=0.908 2/2 [==============================] - 0s 10ms/step >3, 502/693, d1=0.682, d2=0.699 g=0.909 2/2 [==============================] - 0s 12ms/step >3, 503/693, d1=0.679, d2=0.650 g=0.771 2/2 [==============================] - 0s 11ms/step >3, 504/693, d1=0.674, d2=0.681 g=0.809 2/2 [==============================] - 0s 10ms/step >3, 505/693, d1=0.677, d2=0.635 g=0.950 2/2 [==============================] - 0s 11ms/step >3, 506/693, d1=0.678, d2=0.661 g=0.873 2/2 [==============================] - 0s 10ms/step >3, 507/693, d1=0.682, d2=0.692 g=0.899 2/2 [==============================] - 0s 11ms/step >3, 508/693, d1=0.687, d2=0.675 g=0.830 2/2 [==============================] - 0s 10ms/step >3, 509/693, d1=0.681, d2=0.668 g=0.952 2/2 [==============================] - 0s 10ms/step >3, 510/693, d1=0.682, d2=0.667 g=0.989 2/2 [==============================] - 0s 12ms/step >3, 511/693, d1=0.686, d2=0.706 g=0.827 2/2 [==============================] - 0s 11ms/step >3, 512/693, d1=0.678, d2=0.714 g=0.829 2/2 [==============================] - 0s 11ms/step >3, 513/693, d1=0.683, d2=0.648 g=0.933 2/2 [==============================] - 0s 11ms/step >3, 514/693, d1=0.670, d2=0.689 g=0.788 2/2 [==============================] - 0s 9ms/step >3, 515/693, d1=0.676, d2=0.706 g=0.823 2/2 [==============================] - 0s 9ms/step >3, 516/693, d1=0.689, d2=0.649 g=0.981 2/2 [==============================] - 0s 11ms/step >3, 517/693, d1=0.679, d2=0.722 g=0.874 2/2 [==============================] - 0s 10ms/step >3, 518/693, d1=0.685, d2=0.727 g=0.840 2/2 [==============================] - 0s 10ms/step >3, 519/693, d1=0.677, d2=0.714 g=0.736 2/2 [==============================] - 0s 11ms/step >3, 520/693, d1=0.681, d2=0.694 g=0.812 2/2 [==============================] - 0s 10ms/step >3, 521/693, d1=0.687, d2=0.717 g=0.744 2/2 [==============================] - 0s 11ms/step >3, 522/693, d1=0.685, d2=0.694 g=0.902 2/2 [==============================] - 0s 11ms/step >3, 523/693, d1=0.682, d2=0.686 g=0.918 2/2 [==============================] - 0s 10ms/step >3, 524/693, d1=0.682, d2=0.673 g=0.810 2/2 [==============================] - 0s 9ms/step >3, 525/693, d1=0.692, d2=0.704 g=0.850 2/2 [==============================] - 0s 10ms/step >3, 526/693, d1=0.679, d2=0.675 g=0.936 2/2 [==============================] - 0s 10ms/step >3, 527/693, d1=0.685, d2=0.682 g=0.841 2/2 [==============================] - 0s 11ms/step >3, 528/693, d1=0.693, d2=0.685 g=1.026 2/2 [==============================] - 0s 11ms/step >3, 529/693, d1=0.678, d2=0.647 g=0.870 2/2 [==============================] - 0s 11ms/step >3, 530/693, d1=0.693, d2=0.692 g=0.839 2/2 [==============================] - 0s 11ms/step >3, 531/693, d1=0.684, d2=0.661 g=0.874 2/2 [==============================] - 0s 10ms/step >3, 532/693, d1=0.694, d2=0.680 g=0.875 2/2 [==============================] - 0s 10ms/step >3, 533/693, d1=0.680, d2=0.640 g=0.907 2/2 [==============================] - 0s 12ms/step >3, 534/693, d1=0.681, d2=0.676 g=0.987 2/2 [==============================] - 0s 10ms/step >3, 535/693, d1=0.687, d2=0.670 g=0.981 2/2 [==============================] - 0s 12ms/step >3, 536/693, d1=0.676, d2=0.688 g=0.840 2/2 [==============================] - 0s 10ms/step >3, 537/693, d1=0.686, d2=0.685 g=0.907 2/2 [==============================] - 0s 11ms/step >3, 538/693, d1=0.678, d2=0.670 g=0.917 2/2 [==============================] - 0s 12ms/step >3, 539/693, d1=0.688, d2=0.661 g=0.869 2/2 [==============================] - 0s 10ms/step >3, 540/693, d1=0.671, d2=0.707 g=0.760 2/2 [==============================] - 0s 10ms/step >3, 541/693, d1=0.675, d2=0.693 g=0.795 2/2 [==============================] - 0s 10ms/step >3, 542/693, d1=0.681, d2=0.703 g=0.890 2/2 [==============================] - 0s 10ms/step >3, 543/693, d1=0.685, d2=0.714 g=0.858 2/2 [==============================] - 0s 10ms/step >3, 544/693, d1=0.677, d2=0.680 g=0.818 2/2 [==============================] - 0s 11ms/step >3, 545/693, d1=0.682, d2=0.706 g=0.905 2/2 [==============================] - 0s 12ms/step >3, 546/693, d1=0.680, d2=0.696 g=0.945 2/2 [==============================] - 0s 10ms/step >3, 547/693, d1=0.680, d2=0.697 g=0.813 2/2 [==============================] - 0s 10ms/step >3, 548/693, d1=0.694, d2=0.693 g=0.892 2/2 [==============================] - 0s 11ms/step >3, 549/693, d1=0.696, d2=0.674 g=0.923 2/2 [==============================] - 0s 10ms/step >3, 550/693, d1=0.694, d2=0.683 g=1.042 2/2 [==============================] - 0s 10ms/step >3, 551/693, d1=0.691, d2=0.684 g=0.813 2/2 [==============================] - 0s 11ms/step >3, 552/693, d1=0.694, d2=0.703 g=1.006 2/2 [==============================] - 0s 11ms/step >3, 553/693, d1=0.690, d2=0.694 g=0.872 2/2 [==============================] - 0s 11ms/step >3, 554/693, d1=0.693, d2=0.681 g=0.976 2/2 [==============================] - 0s 11ms/step >3, 555/693, d1=0.700, d2=0.674 g=1.036 2/2 [==============================] - 0s 10ms/step >3, 556/693, d1=0.690, d2=0.683 g=0.868 2/2 [==============================] - 0s 9ms/step >3, 557/693, d1=0.680, d2=0.666 g=0.789 2/2 [==============================] - 0s 11ms/step >3, 558/693, d1=0.696, d2=0.635 g=0.840 2/2 [==============================] - 0s 11ms/step >3, 559/693, d1=0.690, d2=0.681 g=0.841 2/2 [==============================] - 0s 10ms/step >3, 560/693, d1=0.690, d2=0.666 g=0.780 2/2 [==============================] - 0s 10ms/step >3, 561/693, d1=0.691, d2=0.688 g=0.814 2/2 [==============================] - 0s 10ms/step >3, 562/693, d1=0.681, d2=0.666 g=0.908 2/2 [==============================] - 0s 9ms/step >3, 563/693, d1=0.680, d2=0.668 g=0.848 2/2 [==============================] - 0s 10ms/step >3, 564/693, d1=0.697, d2=0.634 g=0.882 2/2 [==============================] - 0s 13ms/step >3, 565/693, d1=0.678, d2=0.674 g=0.980 2/2 [==============================] - 0s 11ms/step >3, 566/693, d1=0.678, d2=0.674 g=0.873 2/2 [==============================] - 0s 11ms/step >3, 567/693, d1=0.678, d2=0.649 g=0.785 2/2 [==============================] - 0s 10ms/step >3, 568/693, d1=0.679, d2=0.656 g=0.842 2/2 [==============================] - 0s 11ms/step >3, 569/693, d1=0.671, d2=0.649 g=0.848 2/2 [==============================] - 0s 10ms/step >3, 570/693, d1=0.681, d2=0.673 g=0.880 2/2 [==============================] - 0s 12ms/step >3, 571/693, d1=0.674, d2=0.697 g=0.881 2/2 [==============================] - 0s 12ms/step >3, 572/693, d1=0.679, d2=0.667 g=0.896 2/2 [==============================] - 0s 11ms/step >3, 573/693, d1=0.675, d2=0.720 g=0.872 2/2 [==============================] - 0s 11ms/step >3, 574/693, d1=0.685, d2=0.675 g=0.769 2/2 [==============================] - 0s 11ms/step >3, 575/693, d1=0.685, d2=0.695 g=0.829 2/2 [==============================] - 0s 11ms/step >3, 576/693, d1=0.692, d2=0.702 g=0.757 2/2 [==============================] - 0s 11ms/step >3, 577/693, d1=0.682, d2=0.720 g=0.866 2/2 [==============================] - 0s 11ms/step >3, 578/693, d1=0.672, d2=0.678 g=0.847 2/2 [==============================] - 0s 10ms/step >3, 579/693, d1=0.673, d2=0.708 g=0.934 2/2 [==============================] - 0s 10ms/step >3, 580/693, d1=0.682, d2=0.702 g=0.823 2/2 [==============================] - 0s 10ms/step >3, 581/693, d1=0.680, d2=0.700 g=0.857 2/2 [==============================] - 0s 11ms/step >3, 582/693, d1=0.693, d2=0.712 g=0.817 2/2 [==============================] - 0s 10ms/step >3, 583/693, d1=0.690, d2=0.698 g=0.765 2/2 [==============================] - 0s 10ms/step >3, 584/693, d1=0.692, d2=0.703 g=0.903 2/2 [==============================] - 0s 12ms/step >3, 585/693, d1=0.695, d2=0.689 g=0.894 2/2 [==============================] - 0s 10ms/step >3, 586/693, d1=0.678, d2=0.689 g=0.811 2/2 [==============================] - 0s 11ms/step >3, 587/693, d1=0.692, d2=0.697 g=0.848 2/2 [==============================] - 0s 14ms/step >3, 588/693, d1=0.693, d2=0.689 g=0.841 2/2 [==============================] - 0s 11ms/step >3, 589/693, d1=0.696, d2=0.674 g=0.931 2/2 [==============================] - 0s 12ms/step >3, 590/693, d1=0.689, d2=0.662 g=0.960 2/2 [==============================] - 0s 11ms/step >3, 591/693, d1=0.677, d2=0.678 g=0.890 2/2 [==============================] - 0s 10ms/step >3, 592/693, d1=0.691, d2=0.670 g=0.859 2/2 [==============================] - 0s 11ms/step >3, 593/693, d1=0.691, d2=0.680 g=0.884 2/2 [==============================] - 0s 11ms/step >3, 594/693, d1=0.677, d2=0.636 g=0.717 2/2 [==============================] - 0s 10ms/step >3, 595/693, d1=0.685, d2=0.696 g=1.026 2/2 [==============================] - 0s 10ms/step >3, 596/693, d1=0.680, d2=0.700 g=0.783 2/2 [==============================] - 0s 11ms/step >3, 597/693, d1=0.685, d2=0.618 g=0.768 2/2 [==============================] - 0s 12ms/step >3, 598/693, d1=0.683, d2=0.681 g=0.875 2/2 [==============================] - 0s 12ms/step >3, 599/693, d1=0.681, d2=0.692 g=0.765 2/2 [==============================] - 0s 10ms/step >3, 600/693, d1=0.689, d2=0.706 g=0.898 2/2 [==============================] - 0s 10ms/step >3, 601/693, d1=0.693, d2=0.680 g=0.941 2/2 [==============================] - 0s 13ms/step >3, 602/693, d1=0.689, d2=0.688 g=0.979 2/2 [==============================] - 0s 11ms/step >3, 603/693, d1=0.685, d2=0.698 g=0.934 2/2 [==============================] - 0s 11ms/step >3, 604/693, d1=0.692, d2=0.685 g=0.867 2/2 [==============================] - 0s 14ms/step >3, 605/693, d1=0.704, d2=0.661 g=0.945 2/2 [==============================] - 0s 11ms/step >3, 606/693, d1=0.698, d2=0.703 g=0.835 2/2 [==============================] - 0s 10ms/step >3, 607/693, d1=0.705, d2=0.663 g=0.761 2/2 [==============================] - 0s 11ms/step >3, 608/693, d1=0.675, d2=0.708 g=0.806 2/2 [==============================] - 0s 10ms/step >3, 609/693, d1=0.684, d2=0.653 g=0.950 2/2 [==============================] - 0s 11ms/step >3, 610/693, d1=0.687, d2=0.695 g=0.886 2/2 [==============================] - 0s 10ms/step >3, 611/693, d1=0.694, d2=0.691 g=1.091 2/2 [==============================] - 0s 10ms/step >3, 612/693, d1=0.687, d2=0.695 g=0.888 2/2 [==============================] - 0s 14ms/step >3, 613/693, d1=0.696, d2=0.672 g=0.774 2/2 [==============================] - 0s 11ms/step >3, 614/693, d1=0.686, d2=0.694 g=0.880 2/2 [==============================] - 0s 10ms/step >3, 615/693, d1=0.684, d2=0.683 g=0.992 2/2 [==============================] - 0s 11ms/step >3, 616/693, d1=0.693, d2=0.665 g=0.934 2/2 [==============================] - 0s 11ms/step >3, 617/693, d1=0.708, d2=0.645 g=0.994 2/2 [==============================] - 0s 10ms/step >3, 618/693, d1=0.706, d2=0.667 g=0.971 2/2 [==============================] - 0s 10ms/step >3, 619/693, d1=0.691, d2=0.683 g=0.747 2/2 [==============================] - 0s 10ms/step >3, 620/693, d1=0.696, d2=0.676 g=0.780 2/2 [==============================] - 0s 11ms/step >3, 621/693, d1=0.690, d2=0.682 g=0.814 2/2 [==============================] - 0s 11ms/step >3, 622/693, d1=0.701, d2=0.656 g=0.896 2/2 [==============================] - 0s 10ms/step >3, 623/693, d1=0.696, d2=0.657 g=0.885 2/2 [==============================] - 0s 10ms/step >3, 624/693, d1=0.697, d2=0.676 g=0.856 2/2 [==============================] - 0s 10ms/step >3, 625/693, d1=0.679, d2=0.640 g=0.889 2/2 [==============================] - 0s 12ms/step >3, 626/693, d1=0.695, d2=0.666 g=0.852 2/2 [==============================] - 0s 10ms/step >3, 627/693, d1=0.693, d2=0.669 g=0.834 2/2 [==============================] - 0s 11ms/step >3, 628/693, d1=0.690, d2=0.681 g=0.831 2/2 [==============================] - 0s 11ms/step >3, 629/693, d1=0.684, d2=0.686 g=0.956 2/2 [==============================] - 0s 11ms/step >3, 630/693, d1=0.690, d2=0.664 g=0.874 2/2 [==============================] - 0s 11ms/step >3, 631/693, d1=0.697, d2=0.686 g=0.900 2/2 [==============================] - 0s 12ms/step >3, 632/693, d1=0.670, d2=0.678 g=0.861 2/2 [==============================] - 0s 11ms/step >3, 633/693, d1=0.685, d2=0.706 g=0.861 2/2 [==============================] - 0s 10ms/step >3, 634/693, d1=0.687, d2=0.664 g=0.826 2/2 [==============================] - 0s 11ms/step >3, 635/693, d1=0.709, d2=0.660 g=0.831 2/2 [==============================] - 0s 10ms/step >3, 636/693, d1=0.687, d2=0.697 g=0.893 2/2 [==============================] - 0s 11ms/step >3, 637/693, d1=0.703, d2=0.725 g=0.970 2/2 [==============================] - 0s 12ms/step >3, 638/693, d1=0.671, d2=0.678 g=0.894 2/2 [==============================] - 0s 13ms/step >3, 639/693, d1=0.695, d2=0.626 g=0.966 2/2 [==============================] - 0s 10ms/step >3, 640/693, d1=0.710, d2=0.720 g=0.757 2/2 [==============================] - 0s 11ms/step >3, 641/693, d1=0.680, d2=0.709 g=0.927 2/2 [==============================] - 0s 11ms/step >3, 642/693, d1=0.695, d2=0.673 g=0.768 2/2 [==============================] - 0s 13ms/step >3, 643/693, d1=0.692, d2=0.670 g=0.929 2/2 [==============================] - 0s 10ms/step >3, 644/693, d1=0.700, d2=0.689 g=0.848 2/2 [==============================] - 0s 10ms/step >3, 645/693, d1=0.695, d2=0.685 g=0.804 2/2 [==============================] - 0s 10ms/step >3, 646/693, d1=0.691, d2=0.679 g=0.925 2/2 [==============================] - 0s 9ms/step >3, 647/693, d1=0.698, d2=0.672 g=0.840 2/2 [==============================] - 0s 11ms/step >3, 648/693, d1=0.694, d2=0.640 g=0.911 2/2 [==============================] - 0s 9ms/step >3, 649/693, d1=0.684, d2=0.678 g=0.909 2/2 [==============================] - 0s 10ms/step >3, 650/693, d1=0.696, d2=0.659 g=0.920 2/2 [==============================] - 0s 13ms/step >3, 651/693, d1=0.692, d2=0.642 g=0.866 2/2 [==============================] - 0s 11ms/step >3, 652/693, d1=0.684, d2=0.677 g=0.888 2/2 [==============================] - 0s 14ms/step >3, 653/693, d1=0.682, d2=0.677 g=0.784 2/2 [==============================] - 0s 11ms/step >3, 654/693, d1=0.682, d2=0.647 g=0.878 2/2 [==============================] - 0s 11ms/step >3, 655/693, d1=0.686, d2=0.654 g=0.771 2/2 [==============================] - 0s 11ms/step >3, 656/693, d1=0.678, d2=0.667 g=0.908 2/2 [==============================] - 0s 11ms/step >3, 657/693, d1=0.673, d2=0.694 g=0.873 2/2 [==============================] - 0s 10ms/step >3, 658/693, d1=0.669, d2=0.670 g=1.133 2/2 [==============================] - 0s 9ms/step >3, 659/693, d1=0.677, d2=0.679 g=0.807 2/2 [==============================] - 0s 11ms/step >3, 660/693, d1=0.672, d2=0.627 g=0.941 2/2 [==============================] - 0s 11ms/step >3, 661/693, d1=0.677, d2=0.679 g=0.974 2/2 [==============================] - 0s 10ms/step >3, 662/693, d1=0.680, d2=0.721 g=0.887 2/2 [==============================] - 0s 10ms/step >3, 663/693, d1=0.667, d2=0.684 g=0.904 2/2 [==============================] - 0s 11ms/step >3, 664/693, d1=0.679, d2=0.687 g=0.836 2/2 [==============================] - 0s 11ms/step >3, 665/693, d1=0.678, d2=0.697 g=0.889 2/2 [==============================] - 0s 11ms/step >3, 666/693, d1=0.661, d2=0.734 g=0.743 2/2 [==============================] - 0s 11ms/step >3, 667/693, d1=0.685, d2=0.721 g=0.781 2/2 [==============================] - 0s 10ms/step >3, 668/693, d1=0.697, d2=0.712 g=0.882 2/2 [==============================] - 0s 11ms/step >3, 669/693, d1=0.694, d2=0.728 g=0.857 2/2 [==============================] - 0s 10ms/step >3, 670/693, d1=0.696, d2=0.669 g=0.898 2/2 [==============================] - 0s 11ms/step >3, 671/693, d1=0.703, d2=0.703 g=1.063 2/2 [==============================] - 0s 11ms/step >3, 672/693, d1=0.691, d2=0.697 g=0.790 2/2 [==============================] - 0s 11ms/step >3, 673/693, d1=0.717, d2=0.713 g=0.841 2/2 [==============================] - 0s 11ms/step >3, 674/693, d1=0.695, d2=0.668 g=0.810 2/2 [==============================] - 0s 11ms/step >3, 675/693, d1=0.692, d2=0.660 g=0.811 2/2 [==============================] - 0s 11ms/step >3, 676/693, d1=0.708, d2=0.693 g=0.850 2/2 [==============================] - 0s 10ms/step >3, 677/693, d1=0.703, d2=0.676 g=0.811 2/2 [==============================] - 0s 10ms/step >3, 678/693, d1=0.715, d2=0.647 g=0.890 2/2 [==============================] - 0s 11ms/step >3, 679/693, d1=0.699, d2=0.650 g=0.778 2/2 [==============================] - 0s 11ms/step >3, 680/693, d1=0.706, d2=0.699 g=0.824 2/2 [==============================] - 0s 11ms/step >3, 681/693, d1=0.698, d2=0.669 g=0.754 2/2 [==============================] - 0s 12ms/step >3, 682/693, d1=0.686, d2=0.687 g=0.758 2/2 [==============================] - 0s 9ms/step >3, 683/693, d1=0.683, d2=0.624 g=0.750 2/2 [==============================] - 0s 12ms/step >3, 684/693, d1=0.685, d2=0.670 g=0.754 2/2 [==============================] - 0s 10ms/step >3, 685/693, d1=0.691, d2=0.665 g=0.931 2/2 [==============================] - 0s 11ms/step >3, 686/693, d1=0.685, d2=0.623 g=0.859 2/2 [==============================] - 0s 11ms/step >3, 687/693, d1=0.684, d2=0.658 g=0.941 2/2 [==============================] - 0s 11ms/step >3, 688/693, d1=0.692, d2=0.657 g=0.972 2/2 [==============================] - 0s 10ms/step >3, 689/693, d1=0.694, d2=0.693 g=0.878 2/2 [==============================] - 0s 10ms/step >3, 690/693, d1=0.692, d2=0.661 g=0.852 2/2 [==============================] - 0s 11ms/step >3, 691/693, d1=0.689, d2=0.663 g=0.741 2/2 [==============================] - 0s 11ms/step >3, 692/693, d1=0.679, d2=0.653 g=0.948 2/2 [==============================] - 0s 11ms/step >3, 693/693, d1=0.685, d2=0.678 g=0.879 2/2 [==============================] - 0s 11ms/step >4, 1/693, d1=0.694, d2=0.694 g=0.770 2/2 [==============================] - 0s 10ms/step >4, 2/693, d1=0.684, d2=0.707 g=0.826 2/2 [==============================] - 0s 11ms/step >4, 3/693, d1=0.696, d2=0.652 g=0.892 2/2 [==============================] - 0s 10ms/step >4, 4/693, d1=0.677, d2=0.711 g=0.909 2/2 [==============================] - 0s 11ms/step >4, 5/693, d1=0.686, d2=0.696 g=0.821 2/2 [==============================] - 0s 11ms/step >4, 6/693, d1=0.682, d2=0.688 g=0.781 2/2 [==============================] - 0s 11ms/step >4, 7/693, d1=0.689, d2=0.695 g=0.810 2/2 [==============================] - 0s 10ms/step >4, 8/693, d1=0.682, d2=0.713 g=0.890 2/2 [==============================] - 0s 10ms/step >4, 9/693, d1=0.679, d2=0.697 g=0.745 2/2 [==============================] - 0s 11ms/step >4, 10/693, d1=0.682, d2=0.684 g=0.713 2/2 [==============================] - 0s 10ms/step >4, 11/693, d1=0.676, d2=0.710 g=0.888 2/2 [==============================] - 0s 11ms/step >4, 12/693, d1=0.674, d2=0.679 g=0.817 2/2 [==============================] - 0s 11ms/step >4, 13/693, d1=0.689, d2=0.689 g=0.893 2/2 [==============================] - 0s 10ms/step >4, 14/693, d1=0.690, d2=0.691 g=1.041 2/2 [==============================] - 0s 11ms/step >4, 15/693, d1=0.687, d2=0.686 g=0.868 2/2 [==============================] - 0s 11ms/step >4, 16/693, d1=0.687, d2=0.695 g=0.874 2/2 [==============================] - 0s 10ms/step >4, 17/693, d1=0.686, d2=0.690 g=0.964 2/2 [==============================] - 0s 11ms/step >4, 18/693, d1=0.671, d2=0.656 g=0.784 2/2 [==============================] - 0s 10ms/step >4, 19/693, d1=0.685, d2=0.699 g=0.848 2/2 [==============================] - 0s 11ms/step >4, 20/693, d1=0.690, d2=0.668 g=0.863 2/2 [==============================] - 0s 10ms/step >4, 21/693, d1=0.689, d2=0.652 g=0.764 2/2 [==============================] - 0s 11ms/step >4, 22/693, d1=0.691, d2=0.638 g=0.927 2/2 [==============================] - 0s 12ms/step >4, 23/693, d1=0.688, d2=0.642 g=0.968 2/2 [==============================] - 0s 10ms/step >4, 24/693, d1=0.674, d2=0.662 g=0.909 2/2 [==============================] - 0s 11ms/step >4, 25/693, d1=0.671, d2=0.658 g=0.861 2/2 [==============================] - 0s 11ms/step >4, 26/693, d1=0.673, d2=0.663 g=0.893 2/2 [==============================] - 0s 11ms/step >4, 27/693, d1=0.670, d2=0.649 g=0.928 2/2 [==============================] - 0s 11ms/step >4, 28/693, d1=0.667, d2=0.681 g=0.912 2/2 [==============================] - 0s 10ms/step >4, 29/693, d1=0.657, d2=0.731 g=0.830 2/2 [==============================] - 0s 9ms/step >4, 30/693, d1=0.684, d2=0.733 g=0.789 2/2 [==============================] - 0s 11ms/step >4, 31/693, d1=0.656, d2=0.709 g=0.935 2/2 [==============================] - 0s 10ms/step >4, 32/693, d1=0.673, d2=0.730 g=0.843 2/2 [==============================] - 0s 10ms/step >4, 33/693, d1=0.685, d2=0.702 g=0.856 2/2 [==============================] - 0s 12ms/step >4, 34/693, d1=0.679, d2=0.712 g=0.847 2/2 [==============================] - 0s 13ms/step >4, 35/693, d1=0.690, d2=0.700 g=0.862 2/2 [==============================] - 0s 10ms/step >4, 36/693, d1=0.688, d2=0.716 g=0.852 2/2 [==============================] - 0s 12ms/step >4, 37/693, d1=0.682, d2=0.653 g=0.779 2/2 [==============================] - 0s 10ms/step >4, 38/693, d1=0.680, d2=0.671 g=0.822 2/2 [==============================] - 0s 11ms/step >4, 39/693, d1=0.673, d2=0.709 g=0.971 2/2 [==============================] - 0s 9ms/step >4, 40/693, d1=0.691, d2=0.683 g=0.788 2/2 [==============================] - 0s 10ms/step >4, 41/693, d1=0.696, d2=0.684 g=0.895 2/2 [==============================] - 0s 11ms/step >4, 42/693, d1=0.691, d2=0.682 g=0.826 2/2 [==============================] - 0s 10ms/step >4, 43/693, d1=0.685, d2=0.707 g=0.802 2/2 [==============================] - 0s 10ms/step >4, 44/693, d1=0.697, d2=0.689 g=0.801 2/2 [==============================] - 0s 10ms/step >4, 45/693, d1=0.691, d2=0.675 g=0.885 2/2 [==============================] - 0s 10ms/step >4, 46/693, d1=0.678, d2=0.687 g=0.997 2/2 [==============================] - 0s 10ms/step >4, 47/693, d1=0.705, d2=0.659 g=0.815 2/2 [==============================] - 0s 10ms/step >4, 48/693, d1=0.689, d2=0.668 g=0.881 2/2 [==============================] - 0s 11ms/step >4, 49/693, d1=0.699, d2=0.639 g=0.764 2/2 [==============================] - 0s 10ms/step >4, 50/693, d1=0.708, d2=0.674 g=0.957 2/2 [==============================] - 0s 12ms/step >4, 51/693, d1=0.692, d2=0.693 g=0.876 2/2 [==============================] - 0s 12ms/step >4, 52/693, d1=0.689, d2=0.683 g=0.736 2/2 [==============================] - 0s 12ms/step >4, 53/693, d1=0.701, d2=0.685 g=0.836 2/2 [==============================] - 0s 11ms/step >4, 54/693, d1=0.697, d2=0.657 g=0.872 2/2 [==============================] - 0s 10ms/step >4, 55/693, d1=0.687, d2=0.693 g=0.797 2/2 [==============================] - 0s 10ms/step >4, 56/693, d1=0.684, d2=0.673 g=0.851 2/2 [==============================] - 0s 10ms/step >4, 57/693, d1=0.699, d2=0.667 g=0.832 2/2 [==============================] - 0s 11ms/step >4, 58/693, d1=0.686, d2=0.679 g=0.887 2/2 [==============================] - 0s 10ms/step >4, 59/693, d1=0.690, d2=0.651 g=0.901 2/2 [==============================] - 0s 10ms/step >4, 60/693, d1=0.685, d2=0.686 g=0.872 2/2 [==============================] - 0s 11ms/step >4, 61/693, d1=0.699, d2=0.658 g=0.878 2/2 [==============================] - 0s 11ms/step >4, 62/693, d1=0.689, d2=0.654 g=0.936 2/2 [==============================] - 0s 9ms/step >4, 63/693, d1=0.684, d2=0.673 g=0.831 2/2 [==============================] - 0s 11ms/step >4, 64/693, d1=0.689, d2=0.647 g=0.789 2/2 [==============================] - 0s 10ms/step >4, 65/693, d1=0.681, d2=0.679 g=0.800 2/2 [==============================] - 0s 10ms/step >4, 66/693, d1=0.700, d2=0.691 g=0.789 2/2 [==============================] - 0s 11ms/step >4, 67/693, d1=0.698, d2=0.682 g=0.767 2/2 [==============================] - 0s 10ms/step >4, 68/693, d1=0.684, d2=0.681 g=0.799 2/2 [==============================] - 0s 10ms/step >4, 69/693, d1=0.678, d2=0.682 g=0.869 2/2 [==============================] - 0s 11ms/step >4, 70/693, d1=0.681, d2=0.672 g=0.955 2/2 [==============================] - 0s 10ms/step >4, 71/693, d1=0.690, d2=0.675 g=0.968 2/2 [==============================] - 0s 11ms/step >4, 72/693, d1=0.692, d2=0.675 g=0.981 2/2 [==============================] - 0s 10ms/step >4, 73/693, d1=0.692, d2=0.712 g=0.881 2/2 [==============================] - 0s 11ms/step >4, 74/693, d1=0.697, d2=0.689 g=0.880 2/2 [==============================] - 0s 11ms/step >4, 75/693, d1=0.704, d2=0.656 g=0.817 2/2 [==============================] - 0s 12ms/step >4, 76/693, d1=0.696, d2=0.659 g=1.017 2/2 [==============================] - 0s 11ms/step >4, 77/693, d1=0.685, d2=0.686 g=0.995 2/2 [==============================] - 0s 11ms/step >4, 78/693, d1=0.693, d2=0.653 g=0.845 2/2 [==============================] - 0s 10ms/step >4, 79/693, d1=0.681, d2=0.664 g=0.816 2/2 [==============================] - 0s 10ms/step >4, 80/693, d1=0.688, d2=0.664 g=0.853 2/2 [==============================] - 0s 12ms/step >4, 81/693, d1=0.690, d2=0.671 g=0.773 2/2 [==============================] - 0s 12ms/step >4, 82/693, d1=0.690, d2=0.667 g=0.808 2/2 [==============================] - 0s 12ms/step >4, 83/693, d1=0.685, d2=0.681 g=0.835 2/2 [==============================] - 0s 10ms/step >4, 84/693, d1=0.676, d2=0.692 g=0.745 2/2 [==============================] - 0s 11ms/step >4, 85/693, d1=0.685, d2=0.684 g=0.884 2/2 [==============================] - 0s 10ms/step >4, 86/693, d1=0.676, d2=0.698 g=0.769 2/2 [==============================] - 0s 13ms/step >4, 87/693, d1=0.681, d2=0.647 g=0.860 2/2 [==============================] - 0s 10ms/step >4, 88/693, d1=0.681, d2=0.708 g=0.835 2/2 [==============================] - 0s 11ms/step >4, 89/693, d1=0.680, d2=0.682 g=0.854 2/2 [==============================] - 0s 11ms/step >4, 90/693, d1=0.682, d2=0.666 g=0.846 2/2 [==============================] - 0s 10ms/step >4, 91/693, d1=0.680, d2=0.699 g=0.735 2/2 [==============================] - 0s 10ms/step >4, 92/693, d1=0.690, d2=0.708 g=0.846 2/2 [==============================] - 0s 11ms/step >4, 93/693, d1=0.678, d2=0.703 g=0.865 2/2 [==============================] - 0s 11ms/step >4, 94/693, d1=0.692, d2=0.700 g=0.896 2/2 [==============================] - 0s 10ms/step >4, 95/693, d1=0.687, d2=0.678 g=1.136 2/2 [==============================] - 0s 10ms/step >4, 96/693, d1=0.681, d2=0.680 g=0.877 2/2 [==============================] - 0s 11ms/step >4, 97/693, d1=0.701, d2=0.709 g=0.873 2/2 [==============================] - 0s 10ms/step >4, 98/693, d1=0.693, d2=0.656 g=0.948 2/2 [==============================] - 0s 11ms/step >4, 99/693, d1=0.696, d2=0.699 g=0.862 2/2 [==============================] - 0s 10ms/step >4, 100/693, d1=0.682, d2=0.630 g=0.768 2/2 [==============================] - 0s 10ms/step >4, 101/693, d1=0.695, d2=0.706 g=0.881 2/2 [==============================] - 0s 11ms/step >4, 102/693, d1=0.697, d2=0.684 g=0.768 2/2 [==============================] - 0s 10ms/step >4, 103/693, d1=0.698, d2=0.684 g=0.844 2/2 [==============================] - 0s 11ms/step >4, 104/693, d1=0.696, d2=0.669 g=0.940 2/2 [==============================] - 0s 10ms/step >4, 105/693, d1=0.682, d2=0.604 g=0.866 2/2 [==============================] - 0s 10ms/step >4, 106/693, d1=0.709, d2=0.668 g=0.846 2/2 [==============================] - 0s 10ms/step >4, 107/693, d1=0.690, d2=0.666 g=0.877 2/2 [==============================] - 0s 10ms/step >4, 108/693, d1=0.700, d2=0.701 g=0.768 2/2 [==============================] - 0s 12ms/step >4, 109/693, d1=0.700, d2=0.681 g=0.918 2/2 [==============================] - 0s 9ms/step >4, 110/693, d1=0.684, d2=0.661 g=1.100 2/2 [==============================] - 0s 10ms/step >4, 111/693, d1=0.689, d2=0.681 g=0.804 2/2 [==============================] - 0s 10ms/step >4, 112/693, d1=0.685, d2=0.670 g=1.007 2/2 [==============================] - 0s 10ms/step >4, 113/693, d1=0.675, d2=0.662 g=0.890 2/2 [==============================] - 0s 10ms/step >4, 114/693, d1=0.674, d2=0.657 g=0.841 2/2 [==============================] - 0s 10ms/step >4, 115/693, d1=0.680, d2=0.675 g=0.915 2/2 [==============================] - 0s 10ms/step >4, 116/693, d1=0.682, d2=0.692 g=0.963 2/2 [==============================] - 0s 10ms/step >4, 117/693, d1=0.678, d2=0.697 g=0.730 2/2 [==============================] - 0s 11ms/step >4, 118/693, d1=0.686, d2=0.679 g=0.838 2/2 [==============================] - 0s 12ms/step >4, 119/693, d1=0.686, d2=0.682 g=0.913 2/2 [==============================] - 0s 10ms/step >4, 120/693, d1=0.684, d2=0.648 g=0.887 2/2 [==============================] - 0s 10ms/step >4, 121/693, d1=0.679, d2=0.679 g=0.852 2/2 [==============================] - 0s 11ms/step >4, 122/693, d1=0.688, d2=0.700 g=0.922 2/2 [==============================] - 0s 11ms/step >4, 123/693, d1=0.678, d2=0.650 g=0.771 2/2 [==============================] - 0s 10ms/step >4, 124/693, d1=0.677, d2=0.689 g=0.916 2/2 [==============================] - 0s 9ms/step >4, 125/693, d1=0.689, d2=0.680 g=1.026 2/2 [==============================] - 0s 11ms/step >4, 126/693, d1=0.689, d2=0.675 g=0.945 2/2 [==============================] - 0s 10ms/step >4, 127/693, d1=0.693, d2=0.667 g=0.883 2/2 [==============================] - 0s 10ms/step >4, 128/693, d1=0.689, d2=0.664 g=0.772 2/2 [==============================] - 0s 11ms/step >4, 129/693, d1=0.678, d2=0.696 g=0.848 2/2 [==============================] - 0s 12ms/step >4, 130/693, d1=0.663, d2=0.694 g=0.977 2/2 [==============================] - 0s 10ms/step >4, 131/693, d1=0.688, d2=0.677 g=0.873 2/2 [==============================] - 0s 11ms/step >4, 132/693, d1=0.680, d2=0.705 g=1.059 2/2 [==============================] - 0s 11ms/step >4, 133/693, d1=0.681, d2=0.663 g=0.988 2/2 [==============================] - 0s 10ms/step >4, 134/693, d1=0.675, d2=0.668 g=0.836 2/2 [==============================] - 0s 11ms/step >4, 135/693, d1=0.682, d2=0.673 g=0.773 2/2 [==============================] - 0s 12ms/step >4, 136/693, d1=0.680, d2=0.674 g=1.024 2/2 [==============================] - 0s 11ms/step >4, 137/693, d1=0.678, d2=0.695 g=0.761 2/2 [==============================] - 0s 11ms/step >4, 138/693, d1=0.680, d2=0.653 g=0.804 2/2 [==============================] - 0s 10ms/step >4, 139/693, d1=0.677, d2=0.712 g=0.762 2/2 [==============================] - 0s 11ms/step >4, 140/693, d1=0.664, d2=0.682 g=0.804 2/2 [==============================] - 0s 10ms/step >4, 141/693, d1=0.676, d2=0.683 g=0.775 2/2 [==============================] - 0s 11ms/step >4, 142/693, d1=0.680, d2=0.658 g=0.884 2/2 [==============================] - 0s 10ms/step >4, 143/693, d1=0.680, d2=0.686 g=0.809 2/2 [==============================] - 0s 9ms/step >4, 144/693, d1=0.675, d2=0.646 g=0.795 2/2 [==============================] - 0s 11ms/step >4, 145/693, d1=0.677, d2=0.658 g=0.909 2/2 [==============================] - 0s 10ms/step >4, 146/693, d1=0.675, d2=0.673 g=0.843 2/2 [==============================] - 0s 10ms/step >4, 147/693, d1=0.677, d2=0.714 g=1.009 2/2 [==============================] - 0s 10ms/step >4, 148/693, d1=0.664, d2=0.672 g=0.986 2/2 [==============================] - 0s 11ms/step >4, 149/693, d1=0.672, d2=0.676 g=0.802 2/2 [==============================] - 0s 12ms/step >4, 150/693, d1=0.654, d2=0.664 g=0.807 2/2 [==============================] - 0s 11ms/step >4, 151/693, d1=0.674, d2=0.694 g=0.932 2/2 [==============================] - 0s 10ms/step >4, 152/693, d1=0.678, d2=0.732 g=0.844 2/2 [==============================] - 0s 10ms/step >4, 153/693, d1=0.677, d2=0.715 g=0.827 2/2 [==============================] - 0s 9ms/step >4, 154/693, d1=0.673, d2=0.676 g=0.796 2/2 [==============================] - 0s 12ms/step >4, 155/693, d1=0.678, d2=0.681 g=0.871 2/2 [==============================] - 0s 11ms/step >4, 156/693, d1=0.682, d2=0.655 g=0.747 2/2 [==============================] - 0s 10ms/step >4, 157/693, d1=0.681, d2=0.727 g=0.892 2/2 [==============================] - 0s 10ms/step >4, 158/693, d1=0.675, d2=0.748 g=0.755 2/2 [==============================] - 0s 10ms/step >4, 159/693, d1=0.670, d2=0.738 g=0.737 2/2 [==============================] - 0s 10ms/step >4, 160/693, d1=0.665, d2=0.697 g=0.772 2/2 [==============================] - 0s 10ms/step >4, 161/693, d1=0.675, d2=0.708 g=0.876 2/2 [==============================] - 0s 10ms/step >4, 162/693, d1=0.700, d2=0.689 g=0.858 2/2 [==============================] - 0s 10ms/step >4, 163/693, d1=0.688, d2=0.712 g=0.965 2/2 [==============================] - 0s 10ms/step >4, 164/693, d1=0.692, d2=0.704 g=0.831 2/2 [==============================] - 0s 10ms/step >4, 165/693, d1=0.698, d2=0.696 g=0.759 2/2 [==============================] - 0s 11ms/step >4, 166/693, d1=0.709, d2=0.705 g=0.754 2/2 [==============================] - 0s 11ms/step >4, 167/693, d1=0.692, d2=0.673 g=1.037 2/2 [==============================] - 0s 10ms/step >4, 168/693, d1=0.686, d2=0.700 g=0.880 2/2 [==============================] - 0s 11ms/step >4, 169/693, d1=0.680, d2=0.687 g=0.825 2/2 [==============================] - 0s 10ms/step >4, 170/693, d1=0.683, d2=0.697 g=1.011 2/2 [==============================] - 0s 11ms/step >4, 171/693, d1=0.704, d2=0.689 g=0.949 2/2 [==============================] - 0s 10ms/step >4, 172/693, d1=0.705, d2=0.709 g=0.893 2/2 [==============================] - 0s 12ms/step >4, 173/693, d1=0.697, d2=0.647 g=0.954 2/2 [==============================] - 0s 10ms/step >4, 174/693, d1=0.689, d2=0.692 g=0.878 2/2 [==============================] - 0s 10ms/step >4, 175/693, d1=0.674, d2=0.658 g=0.888 2/2 [==============================] - 0s 10ms/step >4, 176/693, d1=0.706, d2=0.668 g=0.921 2/2 [==============================] - 0s 10ms/step >4, 177/693, d1=0.688, d2=0.680 g=0.953 2/2 [==============================] - 0s 11ms/step >4, 178/693, d1=0.696, d2=0.660 g=0.888 2/2 [==============================] - 0s 10ms/step >4, 179/693, d1=0.695, d2=0.644 g=0.812 2/2 [==============================] - 0s 10ms/step >4, 180/693, d1=0.679, d2=0.687 g=0.851 2/2 [==============================] - 0s 10ms/step >4, 181/693, d1=0.679, d2=0.679 g=0.930 2/2 [==============================] - 0s 9ms/step >4, 182/693, d1=0.675, d2=0.635 g=0.924 2/2 [==============================] - 0s 10ms/step >4, 183/693, d1=0.672, d2=0.689 g=0.812 2/2 [==============================] - 0s 10ms/step >4, 184/693, d1=0.690, d2=0.662 g=0.880 2/2 [==============================] - 0s 10ms/step >4, 185/693, d1=0.683, d2=0.712 g=0.817 2/2 [==============================] - 0s 10ms/step >4, 186/693, d1=0.691, d2=0.688 g=0.808 2/2 [==============================] - 0s 10ms/step >4, 187/693, d1=0.690, d2=0.698 g=0.815 2/2 [==============================] - 0s 11ms/step >4, 188/693, d1=0.690, d2=0.668 g=1.030 2/2 [==============================] - 0s 11ms/step >4, 189/693, d1=0.674, d2=0.673 g=0.855 2/2 [==============================] - 0s 11ms/step >4, 190/693, d1=0.666, d2=0.668 g=0.813 2/2 [==============================] - 0s 11ms/step >4, 191/693, d1=0.685, d2=0.662 g=0.913 2/2 [==============================] - 0s 11ms/step >4, 192/693, d1=0.690, d2=0.660 g=0.934 2/2 [==============================] - 0s 10ms/step >4, 193/693, d1=0.679, d2=0.670 g=0.957 2/2 [==============================] - 0s 10ms/step >4, 194/693, d1=0.690, d2=0.692 g=0.927 2/2 [==============================] - 0s 10ms/step >4, 195/693, d1=0.682, d2=0.690 g=1.032 2/2 [==============================] - 0s 11ms/step >4, 196/693, d1=0.689, d2=0.670 g=0.880 2/2 [==============================] - 0s 11ms/step >4, 197/693, d1=0.682, d2=0.682 g=0.886 2/2 [==============================] - 0s 10ms/step >4, 198/693, d1=0.675, d2=0.652 g=0.923 2/2 [==============================] - 0s 10ms/step >4, 199/693, d1=0.668, d2=0.711 g=0.839 2/2 [==============================] - 0s 11ms/step >4, 200/693, d1=0.686, d2=0.703 g=0.809 2/2 [==============================] - 0s 10ms/step >4, 201/693, d1=0.670, d2=0.667 g=0.995 2/2 [==============================] - 0s 10ms/step >4, 202/693, d1=0.683, d2=0.698 g=0.890 2/2 [==============================] - 0s 11ms/step >4, 203/693, d1=0.689, d2=0.672 g=1.010 2/2 [==============================] - 0s 10ms/step >4, 204/693, d1=0.673, d2=0.698 g=0.849 2/2 [==============================] - 0s 10ms/step >4, 205/693, d1=0.697, d2=0.668 g=0.811 2/2 [==============================] - 0s 10ms/step >4, 206/693, d1=0.679, d2=0.697 g=0.863 2/2 [==============================] - 0s 10ms/step >4, 207/693, d1=0.675, d2=0.667 g=1.083 2/2 [==============================] - 0s 11ms/step >4, 208/693, d1=0.685, d2=0.671 g=0.892 2/2 [==============================] - 0s 11ms/step >4, 209/693, d1=0.683, d2=0.683 g=0.993 2/2 [==============================] - 0s 10ms/step >4, 210/693, d1=0.681, d2=0.673 g=0.901 2/2 [==============================] - 0s 11ms/step >4, 211/693, d1=0.680, d2=0.699 g=0.965 2/2 [==============================] - 0s 11ms/step >4, 212/693, d1=0.699, d2=0.671 g=0.969 2/2 [==============================] - 0s 12ms/step >4, 213/693, d1=0.692, d2=0.691 g=0.769 2/2 [==============================] - 0s 11ms/step >4, 214/693, d1=0.672, d2=0.700 g=0.961 2/2 [==============================] - 0s 11ms/step >4, 215/693, d1=0.690, d2=0.697 g=0.869 2/2 [==============================] - 0s 10ms/step >4, 216/693, d1=0.676, d2=0.660 g=0.762 2/2 [==============================] - 0s 10ms/step >4, 217/693, d1=0.680, d2=0.673 g=0.834 2/2 [==============================] - 0s 10ms/step >4, 218/693, d1=0.688, d2=0.689 g=0.763 2/2 [==============================] - 0s 10ms/step >4, 219/693, d1=0.672, d2=0.694 g=0.799 2/2 [==============================] - 0s 10ms/step >4, 220/693, d1=0.687, d2=0.697 g=0.878 2/2 [==============================] - 0s 10ms/step >4, 221/693, d1=0.679, d2=0.659 g=0.943 2/2 [==============================] - 0s 11ms/step >4, 222/693, d1=0.701, d2=0.680 g=0.934 2/2 [==============================] - 0s 10ms/step >4, 223/693, d1=0.693, d2=0.651 g=0.834 2/2 [==============================] - 0s 10ms/step >4, 224/693, d1=0.673, d2=0.671 g=0.757 2/2 [==============================] - 0s 11ms/step >4, 225/693, d1=0.669, d2=0.698 g=0.833 2/2 [==============================] - 0s 11ms/step >4, 226/693, d1=0.676, d2=0.727 g=0.796 2/2 [==============================] - 0s 9ms/step >4, 227/693, d1=0.685, d2=0.685 g=0.789 2/2 [==============================] - 0s 10ms/step >4, 228/693, d1=0.679, d2=0.659 g=0.915 2/2 [==============================] - 0s 10ms/step >4, 229/693, d1=0.677, d2=0.698 g=0.796 2/2 [==============================] - 0s 11ms/step >4, 230/693, d1=0.677, d2=0.698 g=0.761 2/2 [==============================] - 0s 11ms/step >4, 231/693, d1=0.678, d2=0.679 g=0.766 2/2 [==============================] - 0s 11ms/step >4, 232/693, d1=0.694, d2=0.696 g=0.762 2/2 [==============================] - 0s 11ms/step >4, 233/693, d1=0.691, d2=0.660 g=0.939 2/2 [==============================] - 0s 11ms/step >4, 234/693, d1=0.698, d2=0.702 g=1.026 2/2 [==============================] - 0s 10ms/step >4, 235/693, d1=0.689, d2=0.685 g=0.806 2/2 [==============================] - 0s 11ms/step >4, 236/693, d1=0.693, d2=0.665 g=0.922 2/2 [==============================] - 0s 11ms/step >4, 237/693, d1=0.698, d2=0.693 g=0.957 2/2 [==============================] - 0s 10ms/step >4, 238/693, d1=0.696, d2=0.663 g=0.933 2/2 [==============================] - 0s 11ms/step >4, 239/693, d1=0.692, d2=0.697 g=0.886 2/2 [==============================] - 0s 11ms/step >4, 240/693, d1=0.689, d2=0.692 g=1.082 2/2 [==============================] - 0s 10ms/step >4, 241/693, d1=0.702, d2=0.673 g=0.971 2/2 [==============================] - 0s 11ms/step >4, 242/693, d1=0.689, d2=0.658 g=0.850 2/2 [==============================] - 0s 11ms/step >4, 243/693, d1=0.691, d2=0.672 g=0.809 2/2 [==============================] - 0s 11ms/step >4, 244/693, d1=0.693, d2=0.684 g=0.927 2/2 [==============================] - 0s 10ms/step >4, 245/693, d1=0.691, d2=0.693 g=0.858 2/2 [==============================] - 0s 14ms/step >4, 246/693, d1=0.688, d2=0.668 g=0.727 2/2 [==============================] - 0s 11ms/step >4, 247/693, d1=0.688, d2=0.621 g=0.879 2/2 [==============================] - 0s 10ms/step >4, 248/693, d1=0.681, d2=0.680 g=0.804 2/2 [==============================] - 0s 11ms/step >4, 249/693, d1=0.692, d2=0.709 g=0.738 2/2 [==============================] - 0s 10ms/step >4, 250/693, d1=0.671, d2=0.630 g=0.885 2/2 [==============================] - 0s 10ms/step >4, 251/693, d1=0.690, d2=0.695 g=0.886 2/2 [==============================] - 0s 10ms/step >4, 252/693, d1=0.688, d2=0.677 g=0.888 2/2 [==============================] - 0s 10ms/step >4, 253/693, d1=0.696, d2=0.687 g=1.004 2/2 [==============================] - 0s 10ms/step >4, 254/693, d1=0.687, d2=0.660 g=0.842 2/2 [==============================] - 0s 11ms/step >4, 255/693, d1=0.682, d2=0.680 g=0.838 2/2 [==============================] - 0s 11ms/step >4, 256/693, d1=0.683, d2=0.668 g=0.693 2/2 [==============================] - 0s 10ms/step >4, 257/693, d1=0.694, d2=0.682 g=0.993 2/2 [==============================] - 0s 11ms/step >4, 258/693, d1=0.692, d2=0.662 g=0.986 2/2 [==============================] - 0s 11ms/step >4, 259/693, d1=0.688, d2=0.657 g=0.913 2/2 [==============================] - 0s 10ms/step >4, 260/693, d1=0.687, d2=0.681 g=0.997 2/2 [==============================] - 0s 12ms/step >4, 261/693, d1=0.692, d2=0.677 g=0.801 2/2 [==============================] - 0s 11ms/step >4, 262/693, d1=0.686, d2=0.672 g=0.759 2/2 [==============================] - 0s 11ms/step >4, 263/693, d1=0.676, d2=0.702 g=0.842 2/2 [==============================] - 0s 10ms/step >4, 264/693, d1=0.679, d2=0.661 g=0.922 2/2 [==============================] - 0s 10ms/step >4, 265/693, d1=0.686, d2=0.672 g=0.727 2/2 [==============================] - 0s 11ms/step >4, 266/693, d1=0.676, d2=0.694 g=0.839 2/2 [==============================] - 0s 10ms/step >4, 267/693, d1=0.673, d2=0.671 g=0.994 2/2 [==============================] - 0s 10ms/step >4, 268/693, d1=0.681, d2=0.715 g=0.809 2/2 [==============================] - 0s 10ms/step >4, 269/693, d1=0.690, d2=0.693 g=0.897 2/2 [==============================] - 0s 11ms/step >4, 270/693, d1=0.674, d2=0.688 g=0.899 2/2 [==============================] - 0s 12ms/step >4, 271/693, d1=0.677, d2=0.648 g=1.074 2/2 [==============================] - 0s 10ms/step >4, 272/693, d1=0.685, d2=0.684 g=1.006 2/2 [==============================] - 0s 11ms/step >4, 273/693, d1=0.668, d2=0.695 g=0.898 2/2 [==============================] - 0s 12ms/step >4, 274/693, d1=0.668, d2=0.675 g=0.941 2/2 [==============================] - 0s 12ms/step >4, 275/693, d1=0.676, d2=0.678 g=0.938 2/2 [==============================] - 0s 11ms/step >4, 276/693, d1=0.683, d2=0.670 g=1.003 2/2 [==============================] - 0s 10ms/step >4, 277/693, d1=0.682, d2=0.678 g=0.775 2/2 [==============================] - 0s 10ms/step >4, 278/693, d1=0.688, d2=0.680 g=0.780 2/2 [==============================] - 0s 9ms/step >4, 279/693, d1=0.673, d2=0.663 g=0.924 2/2 [==============================] - 0s 10ms/step >4, 280/693, d1=0.679, d2=0.694 g=0.800 2/2 [==============================] - 0s 10ms/step >4, 281/693, d1=0.677, d2=0.701 g=0.846 2/2 [==============================] - 0s 11ms/step >4, 282/693, d1=0.674, d2=0.726 g=0.915 2/2 [==============================] - 0s 11ms/step >4, 283/693, d1=0.692, d2=0.683 g=0.851 2/2 [==============================] - 0s 11ms/step >4, 284/693, d1=0.680, d2=0.674 g=0.856 2/2 [==============================] - 0s 9ms/step >4, 285/693, d1=0.686, d2=0.701 g=0.903 2/2 [==============================] - 0s 10ms/step >4, 286/693, d1=0.688, d2=0.688 g=0.912 2/2 [==============================] - 0s 10ms/step >4, 287/693, d1=0.680, d2=0.706 g=0.849 2/2 [==============================] - 0s 10ms/step >4, 288/693, d1=0.686, d2=0.682 g=0.793 2/2 [==============================] - 0s 11ms/step >4, 289/693, d1=0.686, d2=0.684 g=0.831 2/2 [==============================] - 0s 10ms/step >4, 290/693, d1=0.689, d2=0.713 g=0.941 2/2 [==============================] - 0s 10ms/step >4, 291/693, d1=0.679, d2=0.663 g=0.907 2/2 [==============================] - 0s 11ms/step >4, 292/693, d1=0.684, d2=0.698 g=0.758 2/2 [==============================] - 0s 11ms/step >4, 293/693, d1=0.691, d2=0.685 g=0.887 2/2 [==============================] - 0s 12ms/step >4, 294/693, d1=0.697, d2=0.673 g=1.070 2/2 [==============================] - 0s 10ms/step >4, 295/693, d1=0.699, d2=0.679 g=0.856 2/2 [==============================] - 0s 11ms/step >4, 296/693, d1=0.699, d2=0.677 g=0.802 2/2 [==============================] - 0s 11ms/step >4, 297/693, d1=0.696, d2=0.690 g=0.808 2/2 [==============================] - 0s 10ms/step >4, 298/693, d1=0.694, d2=0.700 g=0.806 2/2 [==============================] - 0s 11ms/step >4, 299/693, d1=0.696, d2=0.648 g=0.934 2/2 [==============================] - 0s 11ms/step >4, 300/693, d1=0.687, d2=0.698 g=0.925 2/2 [==============================] - 0s 11ms/step >4, 301/693, d1=0.695, d2=0.683 g=0.814 2/2 [==============================] - 0s 11ms/step >4, 302/693, d1=0.693, d2=0.668 g=0.881 2/2 [==============================] - 0s 11ms/step >4, 303/693, d1=0.695, d2=0.656 g=0.852 2/2 [==============================] - 0s 11ms/step >4, 304/693, d1=0.691, d2=0.660 g=0.849 2/2 [==============================] - 0s 10ms/step >4, 305/693, d1=0.684, d2=0.673 g=0.856 2/2 [==============================] - 0s 10ms/step >4, 306/693, d1=0.686, d2=0.658 g=0.736 2/2 [==============================] - 0s 10ms/step >4, 307/693, d1=0.681, d2=0.681 g=0.932 2/2 [==============================] - 0s 11ms/step >4, 308/693, d1=0.683, d2=0.670 g=0.774 2/2 [==============================] - 0s 14ms/step >4, 309/693, d1=0.686, d2=0.684 g=0.928 2/2 [==============================] - 0s 9ms/step >4, 310/693, d1=0.694, d2=0.681 g=0.862 2/2 [==============================] - 0s 10ms/step >4, 311/693, d1=0.685, d2=0.671 g=0.933 2/2 [==============================] - 0s 11ms/step >4, 312/693, d1=0.695, d2=0.682 g=0.890 2/2 [==============================] - 0s 11ms/step >4, 313/693, d1=0.682, d2=0.704 g=0.811 2/2 [==============================] - 0s 10ms/step >4, 314/693, d1=0.678, d2=0.647 g=0.970 2/2 [==============================] - 0s 11ms/step >4, 315/693, d1=0.687, d2=0.675 g=0.924 2/2 [==============================] - 0s 10ms/step >4, 316/693, d1=0.687, d2=0.694 g=0.905 2/2 [==============================] - 0s 11ms/step >4, 317/693, d1=0.683, d2=0.678 g=0.961 2/2 [==============================] - 0s 10ms/step >4, 318/693, d1=0.690, d2=0.660 g=0.967 2/2 [==============================] - 0s 11ms/step >4, 319/693, d1=0.695, d2=0.654 g=0.852 2/2 [==============================] - 0s 10ms/step >4, 320/693, d1=0.685, d2=0.696 g=0.927 2/2 [==============================] - 0s 11ms/step >4, 321/693, d1=0.690, d2=0.688 g=1.041 2/2 [==============================] - 0s 10ms/step >4, 322/693, d1=0.685, d2=0.685 g=0.904 2/2 [==============================] - 0s 11ms/step >4, 323/693, d1=0.690, d2=0.694 g=0.809 2/2 [==============================] - 0s 11ms/step >4, 324/693, d1=0.695, d2=0.684 g=0.859 2/2 [==============================] - 0s 11ms/step >4, 325/693, d1=0.686, d2=0.704 g=0.807 2/2 [==============================] - 0s 10ms/step >4, 326/693, d1=0.692, d2=0.640 g=0.808 2/2 [==============================] - 0s 10ms/step >4, 327/693, d1=0.695, d2=0.667 g=0.804 2/2 [==============================] - 0s 11ms/step >4, 328/693, d1=0.690, d2=0.694 g=0.903 2/2 [==============================] - 0s 10ms/step >4, 329/693, d1=0.689, d2=0.682 g=0.845 2/2 [==============================] - 0s 11ms/step >4, 330/693, d1=0.692, d2=0.683 g=0.770 2/2 [==============================] - 0s 10ms/step >4, 331/693, d1=0.687, d2=0.663 g=0.776 2/2 [==============================] - 0s 10ms/step >4, 332/693, d1=0.686, d2=0.627 g=0.826 2/2 [==============================] - 0s 11ms/step >4, 333/693, d1=0.705, d2=0.661 g=0.813 2/2 [==============================] - 0s 10ms/step >4, 334/693, d1=0.688, d2=0.678 g=0.812 2/2 [==============================] - 0s 11ms/step >4, 335/693, d1=0.690, d2=0.688 g=0.856 2/2 [==============================] - 0s 11ms/step >4, 336/693, d1=0.677, d2=0.682 g=0.932 2/2 [==============================] - 0s 11ms/step >4, 337/693, d1=0.669, d2=0.668 g=1.034 2/2 [==============================] - 0s 11ms/step >4, 338/693, d1=0.678, d2=0.662 g=0.986 2/2 [==============================] - 0s 11ms/step >4, 339/693, d1=0.677, d2=0.674 g=0.929 2/2 [==============================] - 0s 11ms/step >4, 340/693, d1=0.680, d2=0.661 g=1.002 2/2 [==============================] - 0s 12ms/step >4, 341/693, d1=0.669, d2=0.642 g=0.877 2/2 [==============================] - 0s 10ms/step >4, 342/693, d1=0.672, d2=0.634 g=0.955 2/2 [==============================] - 0s 11ms/step >4, 343/693, d1=0.672, d2=0.673 g=0.956 2/2 [==============================] - 0s 10ms/step >4, 344/693, d1=0.676, d2=0.680 g=0.866 2/2 [==============================] - 0s 10ms/step >4, 345/693, d1=0.670, d2=0.690 g=0.873 2/2 [==============================] - 0s 11ms/step >4, 346/693, d1=0.672, d2=0.689 g=0.934 2/2 [==============================] - 0s 9ms/step >4, 347/693, d1=0.673, d2=0.714 g=0.950 2/2 [==============================] - 0s 10ms/step >4, 348/693, d1=0.678, d2=0.668 g=0.794 2/2 [==============================] - 0s 11ms/step >4, 349/693, d1=0.682, d2=0.701 g=0.939 2/2 [==============================] - 0s 11ms/step >4, 350/693, d1=0.673, d2=0.735 g=0.911 2/2 [==============================] - 0s 11ms/step >4, 351/693, d1=0.681, d2=0.688 g=0.908 2/2 [==============================] - 0s 11ms/step >4, 352/693, d1=0.688, d2=0.702 g=0.876 2/2 [==============================] - 0s 11ms/step >4, 353/693, d1=0.695, d2=0.712 g=0.843 2/2 [==============================] - 0s 10ms/step >4, 354/693, d1=0.685, d2=0.715 g=0.793 2/2 [==============================] - 0s 10ms/step >4, 355/693, d1=0.685, d2=0.670 g=0.923 2/2 [==============================] - 0s 11ms/step >4, 356/693, d1=0.695, d2=0.698 g=0.753 2/2 [==============================] - 0s 10ms/step >4, 357/693, d1=0.684, d2=0.659 g=0.847 2/2 [==============================] - 0s 10ms/step >4, 358/693, d1=0.693, d2=0.677 g=1.027 2/2 [==============================] - 0s 11ms/step >4, 359/693, d1=0.689, d2=0.649 g=0.957 2/2 [==============================] - 0s 10ms/step >4, 360/693, d1=0.702, d2=0.694 g=0.849 2/2 [==============================] - 0s 10ms/step >4, 361/693, d1=0.691, d2=0.695 g=0.881 2/2 [==============================] - 0s 10ms/step >4, 362/693, d1=0.686, d2=0.675 g=0.928 2/2 [==============================] - 0s 10ms/step >4, 363/693, d1=0.702, d2=0.688 g=0.896 2/2 [==============================] - 0s 12ms/step >4, 364/693, d1=0.686, d2=0.678 g=0.995 2/2 [==============================] - 0s 10ms/step >4, 365/693, d1=0.699, d2=0.675 g=0.842 2/2 [==============================] - 0s 10ms/step >4, 366/693, d1=0.684, d2=0.663 g=0.834 2/2 [==============================] - 0s 11ms/step >4, 367/693, d1=0.675, d2=0.683 g=0.956 2/2 [==============================] - 0s 11ms/step >4, 368/693, d1=0.698, d2=0.683 g=0.965 2/2 [==============================] - 0s 10ms/step >4, 369/693, d1=0.684, d2=0.681 g=0.930 2/2 [==============================] - 0s 10ms/step >4, 370/693, d1=0.692, d2=0.659 g=0.851 2/2 [==============================] - 0s 10ms/step >4, 371/693, d1=0.684, d2=0.698 g=0.922 2/2 [==============================] - 0s 12ms/step >4, 372/693, d1=0.674, d2=0.679 g=0.911 2/2 [==============================] - 0s 11ms/step >4, 373/693, d1=0.664, d2=0.703 g=0.764 2/2 [==============================] - 0s 10ms/step >4, 374/693, d1=0.673, d2=0.644 g=0.952 2/2 [==============================] - 0s 11ms/step >4, 375/693, d1=0.668, d2=0.697 g=0.874 2/2 [==============================] - 0s 12ms/step >4, 376/693, d1=0.697, d2=0.693 g=0.838 2/2 [==============================] - 0s 9ms/step >4, 377/693, d1=0.683, d2=0.677 g=0.883 2/2 [==============================] - 0s 11ms/step >4, 378/693, d1=0.678, d2=0.667 g=0.807 2/2 [==============================] - 0s 10ms/step >4, 379/693, d1=0.682, d2=0.695 g=0.805 2/2 [==============================] - 0s 10ms/step >4, 380/693, d1=0.684, d2=0.705 g=0.865 2/2 [==============================] - 0s 12ms/step >4, 381/693, d1=0.678, d2=0.683 g=1.111 2/2 [==============================] - 0s 10ms/step >4, 382/693, d1=0.669, d2=0.683 g=0.870 2/2 [==============================] - 0s 10ms/step >4, 383/693, d1=0.691, d2=0.676 g=0.762 2/2 [==============================] - 0s 11ms/step >4, 384/693, d1=0.687, d2=0.690 g=0.852 2/2 [==============================] - 0s 11ms/step >4, 385/693, d1=0.675, d2=0.700 g=1.036 2/2 [==============================] - 0s 10ms/step >4, 386/693, d1=0.676, d2=0.661 g=0.869 2/2 [==============================] - 0s 10ms/step >4, 387/693, d1=0.690, d2=0.674 g=0.922 2/2 [==============================] - 0s 11ms/step >4, 388/693, d1=0.684, d2=0.696 g=0.803 2/2 [==============================] - 0s 11ms/step >4, 389/693, d1=0.681, d2=0.701 g=0.946 2/2 [==============================] - 0s 10ms/step >4, 390/693, d1=0.690, d2=0.696 g=0.871 2/2 [==============================] - 0s 9ms/step >4, 391/693, d1=0.670, d2=0.692 g=0.839 2/2 [==============================] - 0s 10ms/step >4, 392/693, d1=0.675, d2=0.720 g=0.915 2/2 [==============================] - 0s 11ms/step >4, 393/693, d1=0.685, d2=0.692 g=0.921 2/2 [==============================] - 0s 11ms/step >4, 394/693, d1=0.697, d2=0.652 g=0.813 2/2 [==============================] - 0s 11ms/step >4, 395/693, d1=0.694, d2=0.701 g=0.884 2/2 [==============================] - 0s 11ms/step >4, 396/693, d1=0.684, d2=0.691 g=0.964 2/2 [==============================] - 0s 10ms/step >4, 397/693, d1=0.672, d2=0.698 g=0.890 2/2 [==============================] - 0s 12ms/step >4, 398/693, d1=0.683, d2=0.644 g=0.970 2/2 [==============================] - 0s 10ms/step >4, 399/693, d1=0.670, d2=0.703 g=0.847 2/2 [==============================] - 0s 11ms/step >4, 400/693, d1=0.678, d2=0.697 g=0.920 2/2 [==============================] - 0s 11ms/step >4, 401/693, d1=0.680, d2=0.702 g=0.887 2/2 [==============================] - 0s 11ms/step >4, 402/693, d1=0.686, d2=0.697 g=0.922 2/2 [==============================] - 0s 11ms/step >4, 403/693, d1=0.687, d2=0.639 g=0.872 2/2 [==============================] - 0s 12ms/step >4, 404/693, d1=0.685, d2=0.684 g=0.688 2/2 [==============================] - 0s 11ms/step >4, 405/693, d1=0.678, d2=0.689 g=0.924 2/2 [==============================] - 0s 11ms/step >4, 406/693, d1=0.666, d2=0.665 g=0.874 2/2 [==============================] - 0s 10ms/step >4, 407/693, d1=0.678, d2=0.701 g=0.790 2/2 [==============================] - 0s 11ms/step >4, 408/693, d1=0.682, d2=0.701 g=0.917 2/2 [==============================] - 0s 10ms/step >4, 409/693, d1=0.683, d2=0.704 g=0.881 2/2 [==============================] - 0s 10ms/step >4, 410/693, d1=0.674, d2=0.710 g=0.830 2/2 [==============================] - 0s 11ms/step >4, 411/693, d1=0.681, d2=0.664 g=0.841 2/2 [==============================] - 0s 10ms/step >4, 412/693, d1=0.671, d2=0.708 g=0.878 2/2 [==============================] - 0s 11ms/step >4, 413/693, d1=0.691, d2=0.697 g=0.793 2/2 [==============================] - 0s 11ms/step >4, 414/693, d1=0.690, d2=0.709 g=0.919 2/2 [==============================] - 0s 11ms/step >4, 415/693, d1=0.685, d2=0.676 g=0.797 2/2 [==============================] - 0s 11ms/step >4, 416/693, d1=0.693, d2=0.706 g=0.947 2/2 [==============================] - 0s 11ms/step >4, 417/693, d1=0.690, d2=0.712 g=0.912 2/2 [==============================] - 0s 11ms/step >4, 418/693, d1=0.693, d2=0.677 g=0.840 2/2 [==============================] - 0s 11ms/step >4, 419/693, d1=0.687, d2=0.677 g=0.923 2/2 [==============================] - 0s 11ms/step >4, 420/693, d1=0.697, d2=0.699 g=0.877 2/2 [==============================] - 0s 10ms/step >4, 421/693, d1=0.700, d2=0.676 g=0.963 2/2 [==============================] - 0s 10ms/step >4, 422/693, d1=0.685, d2=0.692 g=0.771 2/2 [==============================] - 0s 11ms/step >4, 423/693, d1=0.690, d2=0.617 g=0.888 2/2 [==============================] - 0s 11ms/step >4, 424/693, d1=0.691, d2=0.687 g=0.878 2/2 [==============================] - 0s 11ms/step >4, 425/693, d1=0.697, d2=0.660 g=0.921 2/2 [==============================] - 0s 10ms/step >4, 426/693, d1=0.700, d2=0.637 g=0.990 2/2 [==============================] - 0s 12ms/step >4, 427/693, d1=0.691, d2=0.623 g=0.802 2/2 [==============================] - 0s 11ms/step >4, 428/693, d1=0.692, d2=0.664 g=0.843 2/2 [==============================] - 0s 11ms/step >4, 429/693, d1=0.680, d2=0.701 g=0.730 2/2 [==============================] - 0s 10ms/step >4, 430/693, d1=0.693, d2=0.686 g=0.918 2/2 [==============================] - 0s 9ms/step >4, 431/693, d1=0.685, d2=0.663 g=0.962 2/2 [==============================] - 0s 10ms/step >4, 432/693, d1=0.691, d2=0.663 g=0.959 2/2 [==============================] - 0s 11ms/step >4, 433/693, d1=0.692, d2=0.653 g=0.961 2/2 [==============================] - 0s 11ms/step >4, 434/693, d1=0.681, d2=0.706 g=0.894 2/2 [==============================] - 0s 10ms/step >4, 435/693, d1=0.687, d2=0.680 g=0.843 2/2 [==============================] - 0s 11ms/step >4, 436/693, d1=0.691, d2=0.701 g=1.241 2/2 [==============================] - 0s 11ms/step >4, 437/693, d1=0.685, d2=0.658 g=0.882 2/2 [==============================] - 0s 10ms/step >4, 438/693, d1=0.688, d2=0.671 g=0.897 2/2 [==============================] - 0s 10ms/step >4, 439/693, d1=0.703, d2=0.676 g=0.883 2/2 [==============================] - 0s 10ms/step >4, 440/693, d1=0.690, d2=0.665 g=0.912 2/2 [==============================] - 0s 11ms/step >4, 441/693, d1=0.683, d2=0.694 g=0.924 2/2 [==============================] - 0s 10ms/step >4, 442/693, d1=0.691, d2=0.696 g=0.927 2/2 [==============================] - 0s 11ms/step >4, 443/693, d1=0.690, d2=0.683 g=0.849 2/2 [==============================] - 0s 11ms/step >4, 444/693, d1=0.686, d2=0.690 g=1.121 2/2 [==============================] - 0s 11ms/step >4, 445/693, d1=0.693, d2=0.712 g=0.898 2/2 [==============================] - 0s 10ms/step >4, 446/693, d1=0.700, d2=0.658 g=0.881 2/2 [==============================] - 0s 10ms/step >4, 447/693, d1=0.681, d2=0.680 g=1.068 2/2 [==============================] - 0s 11ms/step >4, 448/693, d1=0.691, d2=0.672 g=0.935 2/2 [==============================] - 0s 10ms/step >4, 449/693, d1=0.686, d2=0.703 g=0.818 2/2 [==============================] - 0s 10ms/step >4, 450/693, d1=0.689, d2=0.638 g=0.898 2/2 [==============================] - 0s 10ms/step >4, 451/693, d1=0.688, d2=0.677 g=0.901 2/2 [==============================] - 0s 11ms/step >4, 452/693, d1=0.701, d2=0.647 g=0.784 2/2 [==============================] - 0s 10ms/step >4, 453/693, d1=0.691, d2=0.644 g=0.749 2/2 [==============================] - 0s 11ms/step >4, 454/693, d1=0.687, d2=0.649 g=0.826 2/2 [==============================] - 0s 10ms/step >4, 455/693, d1=0.695, d2=0.644 g=0.830 2/2 [==============================] - 0s 11ms/step >4, 456/693, d1=0.683, d2=0.610 g=0.945 2/2 [==============================] - 0s 10ms/step >4, 457/693, d1=0.687, d2=0.680 g=0.947 2/2 [==============================] - 0s 10ms/step >4, 458/693, d1=0.692, d2=0.668 g=0.784 2/2 [==============================] - 0s 10ms/step >4, 459/693, d1=0.691, d2=0.681 g=0.832 2/2 [==============================] - 0s 10ms/step >4, 460/693, d1=0.687, d2=0.644 g=0.904 2/2 [==============================] - 0s 10ms/step >4, 461/693, d1=0.672, d2=0.652 g=0.901 2/2 [==============================] - 0s 10ms/step >4, 462/693, d1=0.679, d2=0.670 g=0.951 2/2 [==============================] - 0s 10ms/step >4, 463/693, d1=0.676, d2=0.646 g=0.796 2/2 [==============================] - 0s 10ms/step >4, 464/693, d1=0.676, d2=0.625 g=0.977 2/2 [==============================] - 0s 11ms/step >4, 465/693, d1=0.671, d2=0.665 g=0.823 2/2 [==============================] - 0s 10ms/step >4, 466/693, d1=0.676, d2=0.687 g=0.854 2/2 [==============================] - 0s 10ms/step >4, 467/693, d1=0.683, d2=0.662 g=0.967 2/2 [==============================] - 0s 11ms/step >4, 468/693, d1=0.682, d2=0.683 g=0.841 2/2 [==============================] - 0s 11ms/step >4, 469/693, d1=0.659, d2=0.678 g=0.911 2/2 [==============================] - 0s 10ms/step >4, 470/693, d1=0.676, d2=0.698 g=0.947 2/2 [==============================] - 0s 11ms/step >4, 471/693, d1=0.687, d2=0.703 g=1.101 2/2 [==============================] - 0s 11ms/step >4, 472/693, d1=0.682, d2=0.679 g=0.990 2/2 [==============================] - 0s 11ms/step >4, 473/693, d1=0.668, d2=0.712 g=1.072 2/2 [==============================] - 0s 12ms/step >4, 474/693, d1=0.669, d2=0.696 g=0.833 2/2 [==============================] - 0s 10ms/step >4, 475/693, d1=0.688, d2=0.708 g=0.955 2/2 [==============================] - 0s 10ms/step >4, 476/693, d1=0.686, d2=0.729 g=0.841 2/2 [==============================] - 0s 10ms/step >4, 477/693, d1=0.688, d2=0.703 g=0.990 2/2 [==============================] - 0s 11ms/step >4, 478/693, d1=0.692, d2=0.691 g=0.763 2/2 [==============================] - 0s 11ms/step >4, 479/693, d1=0.688, d2=0.711 g=0.842 2/2 [==============================] - 0s 12ms/step >4, 480/693, d1=0.698, d2=0.698 g=0.769 2/2 [==============================] - 0s 10ms/step >4, 481/693, d1=0.695, d2=0.694 g=0.807 2/2 [==============================] - 0s 12ms/step >4, 482/693, d1=0.697, d2=0.679 g=0.774 2/2 [==============================] - 0s 10ms/step >4, 483/693, d1=0.700, d2=0.673 g=0.898 2/2 [==============================] - 0s 10ms/step >4, 484/693, d1=0.704, d2=0.697 g=0.770 2/2 [==============================] - 0s 10ms/step >4, 485/693, d1=0.691, d2=0.656 g=0.856 2/2 [==============================] - 0s 10ms/step >4, 486/693, d1=0.712, d2=0.664 g=1.015 2/2 [==============================] - 0s 11ms/step >4, 487/693, d1=0.699, d2=0.640 g=0.859 2/2 [==============================] - 0s 10ms/step >4, 488/693, d1=0.689, d2=0.684 g=0.888 2/2 [==============================] - 0s 10ms/step >4, 489/693, d1=0.689, d2=0.692 g=1.089 2/2 [==============================] - 0s 10ms/step >4, 490/693, d1=0.679, d2=0.694 g=1.021 2/2 [==============================] - 0s 11ms/step >4, 491/693, d1=0.698, d2=0.669 g=1.132 2/2 [==============================] - 0s 11ms/step >4, 492/693, d1=0.683, d2=0.673 g=0.867 2/2 [==============================] - 0s 10ms/step >4, 493/693, d1=0.698, d2=0.660 g=0.975 2/2 [==============================] - 0s 10ms/step >4, 494/693, d1=0.700, d2=0.665 g=0.905 2/2 [==============================] - 0s 11ms/step >4, 495/693, d1=0.704, d2=0.634 g=0.948 2/2 [==============================] - 0s 10ms/step >4, 496/693, d1=0.700, d2=0.668 g=0.893 2/2 [==============================] - 0s 11ms/step >4, 497/693, d1=0.704, d2=0.683 g=0.861 2/2 [==============================] - 0s 10ms/step >4, 498/693, d1=0.695, d2=0.678 g=0.924 2/2 [==============================] - 0s 10ms/step >4, 499/693, d1=0.689, d2=0.640 g=0.926 2/2 [==============================] - 0s 10ms/step >4, 500/693, d1=0.704, d2=0.700 g=0.896 2/2 [==============================] - 0s 11ms/step >4, 501/693, d1=0.691, d2=0.710 g=1.045 2/2 [==============================] - 0s 11ms/step >4, 502/693, d1=0.685, d2=0.686 g=1.005 2/2 [==============================] - 0s 10ms/step >4, 503/693, d1=0.692, d2=0.658 g=0.731 2/2 [==============================] - 0s 12ms/step >4, 504/693, d1=0.688, d2=0.677 g=0.803 2/2 [==============================] - 0s 10ms/step >4, 505/693, d1=0.675, d2=0.651 g=0.960 2/2 [==============================] - 0s 11ms/step >4, 506/693, d1=0.692, d2=0.685 g=0.908 2/2 [==============================] - 0s 10ms/step >4, 507/693, d1=0.685, d2=0.717 g=0.796 2/2 [==============================] - 0s 11ms/step >4, 508/693, d1=0.690, d2=0.692 g=0.844 2/2 [==============================] - 0s 9ms/step >4, 509/693, d1=0.687, d2=0.706 g=0.948 2/2 [==============================] - 0s 10ms/step >4, 510/693, d1=0.687, d2=0.703 g=0.795 2/2 [==============================] - 0s 9ms/step >4, 511/693, d1=0.692, d2=0.689 g=0.796 2/2 [==============================] - 0s 12ms/step >4, 512/693, d1=0.684, d2=0.708 g=0.810 2/2 [==============================] - 0s 11ms/step >4, 513/693, d1=0.698, d2=0.683 g=0.930 2/2 [==============================] - 0s 11ms/step >4, 514/693, d1=0.692, d2=0.671 g=0.882 2/2 [==============================] - 0s 10ms/step >4, 515/693, d1=0.681, d2=0.663 g=0.895 2/2 [==============================] - 0s 11ms/step >4, 516/693, d1=0.681, d2=0.678 g=0.976 2/2 [==============================] - 0s 11ms/step >4, 517/693, d1=0.680, d2=0.679 g=0.929 2/2 [==============================] - 0s 10ms/step >4, 518/693, d1=0.690, d2=0.671 g=0.807 2/2 [==============================] - 0s 10ms/step >4, 519/693, d1=0.686, d2=0.648 g=0.890 2/2 [==============================] - 0s 11ms/step >4, 520/693, d1=0.678, d2=0.675 g=0.933 2/2 [==============================] - 0s 10ms/step >4, 521/693, d1=0.674, d2=0.679 g=0.850 2/2 [==============================] - 0s 11ms/step >4, 522/693, d1=0.668, d2=0.664 g=0.775 2/2 [==============================] - 0s 11ms/step >4, 523/693, d1=0.672, d2=0.688 g=0.816 2/2 [==============================] - 0s 10ms/step >4, 524/693, d1=0.681, d2=0.701 g=0.770 2/2 [==============================] - 0s 11ms/step >4, 525/693, d1=0.675, d2=0.677 g=0.875 2/2 [==============================] - 0s 10ms/step >4, 526/693, d1=0.666, d2=0.686 g=0.834 2/2 [==============================] - 0s 11ms/step >4, 527/693, d1=0.676, d2=0.665 g=0.991 2/2 [==============================] - 0s 10ms/step >4, 528/693, d1=0.662, d2=0.696 g=1.014 2/2 [==============================] - 0s 10ms/step >4, 529/693, d1=0.667, d2=0.708 g=0.865 2/2 [==============================] - 0s 10ms/step >4, 530/693, d1=0.676, d2=0.693 g=0.802 2/2 [==============================] - 0s 11ms/step >4, 531/693, d1=0.673, d2=0.702 g=0.866 2/2 [==============================] - 0s 10ms/step >4, 532/693, d1=0.683, d2=0.705 g=0.859 2/2 [==============================] - 0s 10ms/step >4, 533/693, d1=0.674, d2=0.721 g=0.951 2/2 [==============================] - 0s 10ms/step >4, 534/693, d1=0.665, d2=0.649 g=0.937 2/2 [==============================] - 0s 10ms/step >4, 535/693, d1=0.666, d2=0.729 g=0.675 2/2 [==============================] - 0s 11ms/step >4, 536/693, d1=0.673, d2=0.716 g=1.095 2/2 [==============================] - 0s 11ms/step >4, 537/693, d1=0.668, d2=0.695 g=0.958 2/2 [==============================] - 0s 10ms/step >4, 538/693, d1=0.672, d2=0.718 g=0.995 2/2 [==============================] - 0s 11ms/step >4, 539/693, d1=0.679, d2=0.682 g=0.836 2/2 [==============================] - 0s 10ms/step >4, 540/693, d1=0.690, d2=0.712 g=0.756 2/2 [==============================] - 0s 14ms/step >4, 541/693, d1=0.679, d2=0.681 g=0.927 2/2 [==============================] - 0s 10ms/step >4, 542/693, d1=0.695, d2=0.677 g=0.890 2/2 [==============================] - 0s 10ms/step >4, 543/693, d1=0.694, d2=0.678 g=0.887 2/2 [==============================] - 0s 10ms/step >4, 544/693, d1=0.693, d2=0.692 g=0.896 2/2 [==============================] - 0s 10ms/step >4, 545/693, d1=0.690, d2=0.685 g=0.805 2/2 [==============================] - 0s 10ms/step >4, 546/693, d1=0.693, d2=0.688 g=0.853 2/2 [==============================] - 0s 10ms/step >4, 547/693, d1=0.690, d2=0.665 g=0.872 2/2 [==============================] - 0s 11ms/step >4, 548/693, d1=0.695, d2=0.694 g=0.985 2/2 [==============================] - 0s 11ms/step >4, 549/693, d1=0.690, d2=0.672 g=1.015 2/2 [==============================] - 0s 11ms/step >4, 550/693, d1=0.686, d2=0.682 g=0.949 2/2 [==============================] - 0s 11ms/step >4, 551/693, d1=0.690, d2=0.668 g=0.790 2/2 [==============================] - 0s 10ms/step >4, 552/693, d1=0.698, d2=0.661 g=1.032 2/2 [==============================] - 0s 11ms/step >4, 553/693, d1=0.695, d2=0.681 g=0.791 2/2 [==============================] - 0s 10ms/step >4, 554/693, d1=0.690, d2=0.645 g=0.783 2/2 [==============================] - 0s 10ms/step >4, 555/693, d1=0.701, d2=0.676 g=0.830 2/2 [==============================] - 0s 11ms/step >4, 556/693, d1=0.681, d2=0.632 g=0.778 2/2 [==============================] - 0s 11ms/step >4, 557/693, d1=0.688, d2=0.680 g=0.860 2/2 [==============================] - 0s 11ms/step >4, 558/693, d1=0.695, d2=0.661 g=0.812 2/2 [==============================] - 0s 11ms/step >4, 559/693, d1=0.696, d2=0.678 g=0.991 2/2 [==============================] - 0s 10ms/step >4, 560/693, d1=0.702, d2=0.672 g=0.769 2/2 [==============================] - 0s 11ms/step >4, 561/693, d1=0.683, d2=0.681 g=0.820 2/2 [==============================] - 0s 10ms/step >4, 562/693, d1=0.691, d2=0.680 g=0.884 2/2 [==============================] - 0s 11ms/step >4, 563/693, d1=0.692, d2=0.693 g=0.924 2/2 [==============================] - 0s 10ms/step >4, 564/693, d1=0.680, d2=0.666 g=1.039 2/2 [==============================] - 0s 10ms/step >4, 565/693, d1=0.696, d2=0.705 g=0.928 2/2 [==============================] - 0s 11ms/step >4, 566/693, d1=0.685, d2=0.702 g=0.844 2/2 [==============================] - 0s 11ms/step >4, 567/693, d1=0.685, d2=0.676 g=0.725 2/2 [==============================] - 0s 10ms/step >4, 568/693, d1=0.682, d2=0.683 g=0.959 2/2 [==============================] - 0s 9ms/step >4, 569/693, d1=0.685, d2=0.685 g=0.802 2/2 [==============================] - 0s 11ms/step >4, 570/693, d1=0.677, d2=0.666 g=0.847 2/2 [==============================] - 0s 10ms/step >4, 571/693, d1=0.675, d2=0.693 g=0.845 2/2 [==============================] - 0s 10ms/step >4, 572/693, d1=0.692, d2=0.697 g=0.924 2/2 [==============================] - 0s 9ms/step >4, 573/693, d1=0.685, d2=0.670 g=0.978 2/2 [==============================] - 0s 10ms/step >4, 574/693, d1=0.677, d2=0.678 g=0.967 2/2 [==============================] - 0s 11ms/step >4, 575/693, d1=0.693, d2=0.680 g=0.907 2/2 [==============================] - 0s 10ms/step >4, 576/693, d1=0.671, d2=0.695 g=0.903 2/2 [==============================] - 0s 11ms/step >4, 577/693, d1=0.700, d2=0.661 g=0.881 2/2 [==============================] - 0s 11ms/step >4, 578/693, d1=0.688, d2=0.668 g=0.852 2/2 [==============================] - 0s 10ms/step >4, 579/693, d1=0.682, d2=0.668 g=0.987 2/2 [==============================] - 0s 11ms/step >4, 580/693, d1=0.682, d2=0.678 g=0.864 2/2 [==============================] - 0s 10ms/step >4, 581/693, d1=0.682, d2=0.674 g=0.937 2/2 [==============================] - 0s 10ms/step >4, 582/693, d1=0.679, d2=0.662 g=0.914 2/2 [==============================] - 0s 11ms/step >4, 583/693, d1=0.686, d2=0.667 g=0.743 2/2 [==============================] - 0s 11ms/step >4, 584/693, d1=0.681, d2=0.665 g=1.029 2/2 [==============================] - 0s 10ms/step >4, 585/693, d1=0.680, d2=0.665 g=0.810 2/2 [==============================] - 0s 11ms/step >4, 586/693, d1=0.683, d2=0.614 g=0.890 2/2 [==============================] - 0s 10ms/step >4, 587/693, d1=0.677, d2=0.672 g=0.858 2/2 [==============================] - 0s 13ms/step >4, 588/693, d1=0.676, d2=0.661 g=0.812 2/2 [==============================] - 0s 10ms/step >4, 589/693, d1=0.675, d2=0.712 g=0.907 2/2 [==============================] - 0s 10ms/step >4, 590/693, d1=0.677, d2=0.672 g=0.886 2/2 [==============================] - 0s 11ms/step >4, 591/693, d1=0.689, d2=0.661 g=0.806 2/2 [==============================] - 0s 10ms/step >4, 592/693, d1=0.680, d2=0.713 g=0.933 2/2 [==============================] - 0s 13ms/step >4, 593/693, d1=0.683, d2=0.665 g=0.959 2/2 [==============================] - 0s 10ms/step >4, 594/693, d1=0.687, d2=0.674 g=0.834 2/2 [==============================] - 0s 11ms/step >4, 595/693, d1=0.677, d2=0.696 g=0.924 2/2 [==============================] - 0s 11ms/step >4, 596/693, d1=0.683, d2=0.665 g=0.838 2/2 [==============================] - 0s 11ms/step >4, 597/693, d1=0.681, d2=0.675 g=0.838 2/2 [==============================] - 0s 11ms/step >4, 598/693, d1=0.696, d2=0.705 g=0.913 2/2 [==============================] - 0s 11ms/step >4, 599/693, d1=0.681, d2=0.672 g=0.893 2/2 [==============================] - 0s 11ms/step >4, 600/693, d1=0.681, d2=0.703 g=0.848 2/2 [==============================] - 0s 10ms/step >4, 601/693, d1=0.671, d2=0.696 g=0.891 2/2 [==============================] - 0s 10ms/step >4, 602/693, d1=0.702, d2=0.685 g=0.811 2/2 [==============================] - 0s 16ms/step >4, 603/693, d1=0.685, d2=0.666 g=0.970 2/2 [==============================] - 0s 10ms/step >4, 604/693, d1=0.680, d2=0.690 g=0.858 2/2 [==============================] - 0s 10ms/step >4, 605/693, d1=0.693, d2=0.681 g=0.939 2/2 [==============================] - 0s 10ms/step >4, 606/693, d1=0.688, d2=0.673 g=0.945 2/2 [==============================] - 0s 13ms/step >4, 607/693, d1=0.690, d2=0.694 g=0.865 2/2 [==============================] - 0s 10ms/step >4, 608/693, d1=0.684, d2=0.660 g=0.935 2/2 [==============================] - 0s 10ms/step >4, 609/693, d1=0.698, d2=0.678 g=0.864 2/2 [==============================] - 0s 10ms/step >4, 610/693, d1=0.684, d2=0.667 g=0.894 2/2 [==============================] - 0s 12ms/step >4, 611/693, d1=0.676, d2=0.683 g=1.062 2/2 [==============================] - 0s 10ms/step >4, 612/693, d1=0.683, d2=0.667 g=0.775 2/2 [==============================] - 0s 11ms/step >4, 613/693, d1=0.690, d2=0.670 g=0.813 2/2 [==============================] - 0s 11ms/step >4, 614/693, d1=0.685, d2=0.662 g=0.818 2/2 [==============================] - 0s 11ms/step >4, 615/693, d1=0.684, d2=0.693 g=0.899 2/2 [==============================] - 0s 11ms/step >4, 616/693, d1=0.690, d2=0.681 g=1.034 2/2 [==============================] - 0s 11ms/step >4, 617/693, d1=0.688, d2=0.691 g=1.019 2/2 [==============================] - 0s 10ms/step >4, 618/693, d1=0.686, d2=0.644 g=0.978 2/2 [==============================] - 0s 10ms/step >4, 619/693, d1=0.688, d2=0.697 g=0.824 2/2 [==============================] - 0s 10ms/step >4, 620/693, d1=0.686, d2=0.692 g=0.907 2/2 [==============================] - 0s 10ms/step >4, 621/693, d1=0.683, d2=0.670 g=0.897 2/2 [==============================] - 0s 11ms/step >4, 622/693, d1=0.686, d2=0.631 g=1.034 2/2 [==============================] - 0s 11ms/step >4, 623/693, d1=0.687, d2=0.701 g=0.948 2/2 [==============================] - 0s 10ms/step >4, 624/693, d1=0.695, d2=0.695 g=0.937 2/2 [==============================] - 0s 11ms/step >4, 625/693, d1=0.689, d2=0.682 g=0.889 2/2 [==============================] - 0s 10ms/step >4, 626/693, d1=0.689, d2=0.680 g=0.935 2/2 [==============================] - 0s 10ms/step >4, 627/693, d1=0.690, d2=0.665 g=0.943 2/2 [==============================] - 0s 11ms/step >4, 628/693, d1=0.693, d2=0.683 g=0.685 2/2 [==============================] - 0s 11ms/step >4, 629/693, d1=0.688, d2=0.687 g=0.875 2/2 [==============================] - 0s 10ms/step >4, 630/693, d1=0.690, d2=0.711 g=0.987 2/2 [==============================] - 0s 10ms/step >4, 631/693, d1=0.684, d2=0.694 g=0.906 2/2 [==============================] - 0s 9ms/step >4, 632/693, d1=0.681, d2=0.648 g=0.853 2/2 [==============================] - 0s 11ms/step >4, 633/693, d1=0.687, d2=0.662 g=0.946 2/2 [==============================] - 0s 10ms/step >4, 634/693, d1=0.682, d2=0.701 g=0.901 2/2 [==============================] - 0s 10ms/step >4, 635/693, d1=0.676, d2=0.650 g=1.027 2/2 [==============================] - 0s 11ms/step >4, 636/693, d1=0.686, d2=0.668 g=0.950 2/2 [==============================] - 0s 11ms/step >4, 637/693, d1=0.679, d2=0.641 g=0.815 2/2 [==============================] - 0s 10ms/step >4, 638/693, d1=0.686, d2=0.675 g=0.823 2/2 [==============================] - 0s 10ms/step >4, 639/693, d1=0.679, d2=0.673 g=0.811 2/2 [==============================] - 0s 11ms/step >4, 640/693, d1=0.689, d2=0.695 g=0.893 2/2 [==============================] - 0s 11ms/step >4, 641/693, d1=0.668, d2=0.697 g=0.739 2/2 [==============================] - 0s 11ms/step >4, 642/693, d1=0.678, d2=0.672 g=0.777 2/2 [==============================] - 0s 11ms/step >4, 643/693, d1=0.683, d2=0.662 g=0.903 2/2 [==============================] - 0s 12ms/step >4, 644/693, d1=0.694, d2=0.682 g=0.912 2/2 [==============================] - 0s 11ms/step >4, 645/693, d1=0.683, d2=0.664 g=0.875 2/2 [==============================] - 0s 11ms/step >4, 646/693, d1=0.689, d2=0.660 g=0.870 2/2 [==============================] - 0s 10ms/step >4, 647/693, d1=0.687, d2=0.675 g=0.913 2/2 [==============================] - 0s 11ms/step >4, 648/693, d1=0.689, d2=0.632 g=0.753 2/2 [==============================] - 0s 11ms/step >4, 649/693, d1=0.680, d2=0.692 g=0.867 2/2 [==============================] - 0s 11ms/step >4, 650/693, d1=0.674, d2=0.661 g=1.130 2/2 [==============================] - 0s 9ms/step >4, 651/693, d1=0.683, d2=0.695 g=0.858 2/2 [==============================] - 0s 10ms/step >4, 652/693, d1=0.680, d2=0.694 g=0.776 2/2 [==============================] - 0s 12ms/step >4, 653/693, d1=0.692, d2=0.675 g=0.827 2/2 [==============================] - 0s 11ms/step >4, 654/693, d1=0.692, d2=0.645 g=0.948 2/2 [==============================] - 0s 10ms/step >4, 655/693, d1=0.689, d2=0.674 g=0.904 2/2 [==============================] - 0s 11ms/step >4, 656/693, d1=0.691, d2=0.666 g=0.893 2/2 [==============================] - 0s 10ms/step >4, 657/693, d1=0.673, d2=0.683 g=0.861 2/2 [==============================] - 0s 11ms/step >4, 658/693, d1=0.684, d2=0.690 g=0.804 2/2 [==============================] - 0s 11ms/step >4, 659/693, d1=0.691, d2=0.703 g=0.927 2/2 [==============================] - 0s 10ms/step >4, 660/693, d1=0.678, d2=0.682 g=0.898 2/2 [==============================] - 0s 11ms/step >4, 661/693, d1=0.684, d2=0.664 g=0.946 2/2 [==============================] - 0s 10ms/step >4, 662/693, d1=0.689, d2=0.654 g=1.011 2/2 [==============================] - 0s 11ms/step >4, 663/693, d1=0.684, d2=0.682 g=0.882 2/2 [==============================] - 0s 10ms/step >4, 664/693, d1=0.690, d2=0.634 g=0.813 2/2 [==============================] - 0s 11ms/step >4, 665/693, d1=0.682, d2=0.708 g=0.922 2/2 [==============================] - 0s 10ms/step >4, 666/693, d1=0.688, d2=0.709 g=0.799 2/2 [==============================] - 0s 11ms/step >4, 667/693, d1=0.677, d2=0.720 g=0.814 2/2 [==============================] - 0s 11ms/step >4, 668/693, d1=0.694, d2=0.707 g=0.724 2/2 [==============================] - 0s 11ms/step >4, 669/693, d1=0.696, d2=0.668 g=0.907 2/2 [==============================] - 0s 11ms/step >4, 670/693, d1=0.687, d2=0.658 g=1.088 2/2 [==============================] - 0s 11ms/step >4, 671/693, d1=0.686, d2=0.690 g=0.904 2/2 [==============================] - 0s 11ms/step >4, 672/693, d1=0.687, d2=0.681 g=0.856 2/2 [==============================] - 0s 10ms/step >4, 673/693, d1=0.694, d2=0.664 g=0.858 2/2 [==============================] - 0s 11ms/step >4, 674/693, d1=0.682, d2=0.678 g=0.899 2/2 [==============================] - 0s 10ms/step >4, 675/693, d1=0.694, d2=0.653 g=0.950 2/2 [==============================] - 0s 10ms/step >4, 676/693, d1=0.687, d2=0.681 g=0.851 2/2 [==============================] - 0s 10ms/step >4, 677/693, d1=0.695, d2=0.674 g=1.141 2/2 [==============================] - 0s 10ms/step >4, 678/693, d1=0.686, d2=0.691 g=0.858 2/2 [==============================] - 0s 10ms/step >4, 679/693, d1=0.688, d2=0.651 g=0.863 2/2 [==============================] - 0s 10ms/step >4, 680/693, d1=0.676, d2=0.676 g=0.992 2/2 [==============================] - 0s 11ms/step >4, 681/693, d1=0.683, d2=0.681 g=0.862 2/2 [==============================] - 0s 10ms/step >4, 682/693, d1=0.685, d2=0.664 g=1.009 2/2 [==============================] - 0s 9ms/step >4, 683/693, d1=0.689, d2=0.656 g=0.773 2/2 [==============================] - 0s 11ms/step >4, 684/693, d1=0.683, d2=0.672 g=0.895 2/2 [==============================] - 0s 10ms/step >4, 685/693, d1=0.682, d2=0.660 g=0.777 2/2 [==============================] - 0s 11ms/step >4, 686/693, d1=0.689, d2=0.677 g=0.984 2/2 [==============================] - 0s 11ms/step >4, 687/693, d1=0.679, d2=0.687 g=1.027 2/2 [==============================] - 0s 11ms/step >4, 688/693, d1=0.684, d2=0.638 g=0.979 2/2 [==============================] - 0s 10ms/step >4, 689/693, d1=0.690, d2=0.680 g=0.951 2/2 [==============================] - 0s 10ms/step >4, 690/693, d1=0.682, d2=0.655 g=0.738 2/2 [==============================] - 0s 11ms/step >4, 691/693, d1=0.685, d2=0.692 g=0.890 2/2 [==============================] - 0s 10ms/step >4, 692/693, d1=0.669, d2=0.682 g=0.814 2/2 [==============================] - 0s 11ms/step >4, 693/693, d1=0.684, d2=0.666 g=0.982 2/2 [==============================] - 0s 11ms/step >5, 1/693, d1=0.680, d2=0.675 g=0.949 2/2 [==============================] - 0s 10ms/step >5, 2/693, d1=0.684, d2=0.686 g=1.035 2/2 [==============================] - 0s 11ms/step >5, 3/693, d1=0.678, d2=0.614 g=1.018 2/2 [==============================] - 0s 10ms/step >5, 4/693, d1=0.678, d2=0.673 g=0.950 2/2 [==============================] - 0s 11ms/step >5, 5/693, d1=0.679, d2=0.688 g=0.846 2/2 [==============================] - 0s 12ms/step >5, 6/693, d1=0.678, d2=0.707 g=1.020 2/2 [==============================] - 0s 11ms/step >5, 7/693, d1=0.686, d2=0.691 g=0.857 2/2 [==============================] - 0s 11ms/step >5, 8/693, d1=0.679, d2=0.664 g=0.868 2/2 [==============================] - 0s 12ms/step >5, 9/693, d1=0.680, d2=0.674 g=0.906 2/2 [==============================] - 0s 12ms/step >5, 10/693, d1=0.679, d2=0.656 g=0.736 2/2 [==============================] - 0s 11ms/step >5, 11/693, d1=0.679, d2=0.675 g=0.863 2/2 [==============================] - 0s 11ms/step >5, 12/693, d1=0.683, d2=0.694 g=0.852 2/2 [==============================] - 0s 11ms/step >5, 13/693, d1=0.668, d2=0.697 g=0.736 2/2 [==============================] - 0s 12ms/step >5, 14/693, d1=0.694, d2=0.700 g=1.016 2/2 [==============================] - 0s 10ms/step >5, 15/693, d1=0.674, d2=0.663 g=0.819 2/2 [==============================] - 0s 11ms/step >5, 16/693, d1=0.674, d2=0.683 g=0.976 2/2 [==============================] - 0s 11ms/step >5, 17/693, d1=0.675, d2=0.649 g=0.786 2/2 [==============================] - 0s 12ms/step >5, 18/693, d1=0.669, d2=0.671 g=0.941 2/2 [==============================] - 0s 11ms/step >5, 19/693, d1=0.693, d2=0.651 g=1.039 2/2 [==============================] - 0s 13ms/step >5, 20/693, d1=0.678, d2=0.689 g=0.948 2/2 [==============================] - 0s 11ms/step >5, 21/693, d1=0.673, d2=0.702 g=1.183 2/2 [==============================] - 0s 12ms/step >5, 22/693, d1=0.677, d2=0.700 g=0.942 2/2 [==============================] - 0s 11ms/step >5, 23/693, d1=0.678, d2=0.669 g=0.981 2/2 [==============================] - 0s 10ms/step >5, 24/693, d1=0.673, d2=0.654 g=0.807 2/2 [==============================] - 0s 11ms/step >5, 25/693, d1=0.677, d2=0.694 g=0.853 2/2 [==============================] - 0s 11ms/step >5, 26/693, d1=0.682, d2=0.661 g=0.773 2/2 [==============================] - 0s 11ms/step >5, 27/693, d1=0.684, d2=0.640 g=0.892 2/2 [==============================] - 0s 11ms/step >5, 28/693, d1=0.665, d2=0.680 g=0.857 2/2 [==============================] - 0s 13ms/step >5, 29/693, d1=0.673, d2=0.708 g=0.888 2/2 [==============================] - 0s 11ms/step >5, 30/693, d1=0.678, d2=0.688 g=0.811 2/2 [==============================] - 0s 11ms/step >5, 31/693, d1=0.665, d2=0.691 g=0.991 2/2 [==============================] - 0s 11ms/step >5, 32/693, d1=0.672, d2=0.660 g=0.896 2/2 [==============================] - 0s 10ms/step >5, 33/693, d1=0.684, d2=0.704 g=0.899 2/2 [==============================] - 0s 10ms/step >5, 34/693, d1=0.670, d2=0.700 g=0.814 2/2 [==============================] - 0s 9ms/step >5, 35/693, d1=0.676, d2=0.692 g=0.855 2/2 [==============================] - 0s 11ms/step >5, 36/693, d1=0.686, d2=0.699 g=0.766 2/2 [==============================] - 0s 11ms/step >5, 37/693, d1=0.682, d2=0.701 g=0.978 2/2 [==============================] - 0s 11ms/step >5, 38/693, d1=0.676, d2=0.693 g=1.106 2/2 [==============================] - 0s 10ms/step >5, 39/693, d1=0.679, d2=0.698 g=0.895 2/2 [==============================] - 0s 13ms/step >5, 40/693, d1=0.686, d2=0.698 g=0.906 2/2 [==============================] - 0s 10ms/step >5, 41/693, d1=0.688, d2=0.670 g=0.763 2/2 [==============================] - 0s 9ms/step >5, 42/693, d1=0.699, d2=0.669 g=0.768 2/2 [==============================] - 0s 11ms/step >5, 43/693, d1=0.675, d2=0.687 g=0.980 2/2 [==============================] - 0s 10ms/step >5, 44/693, d1=0.687, d2=0.685 g=0.771 2/2 [==============================] - 0s 10ms/step >5, 45/693, d1=0.683, d2=0.687 g=0.986 2/2 [==============================] - 0s 11ms/step >5, 46/693, d1=0.684, d2=0.677 g=0.807 2/2 [==============================] - 0s 10ms/step >5, 47/693, d1=0.682, d2=0.667 g=0.858 2/2 [==============================] - 0s 10ms/step >5, 48/693, d1=0.685, d2=0.717 g=0.851 2/2 [==============================] - 0s 10ms/step >5, 49/693, d1=0.679, d2=0.645 g=0.890 2/2 [==============================] - 0s 10ms/step >5, 50/693, d1=0.692, d2=0.694 g=0.914 2/2 [==============================] - 0s 10ms/step >5, 51/693, d1=0.680, d2=0.694 g=0.980 2/2 [==============================] - 0s 11ms/step >5, 52/693, d1=0.690, d2=0.690 g=1.105 2/2 [==============================] - 0s 11ms/step >5, 53/693, d1=0.681, d2=0.690 g=1.052 2/2 [==============================] - 0s 10ms/step >5, 54/693, d1=0.684, d2=0.667 g=0.985 2/2 [==============================] - 0s 10ms/step >5, 55/693, d1=0.680, d2=0.659 g=0.935 2/2 [==============================] - 0s 10ms/step >5, 56/693, d1=0.683, d2=0.661 g=0.865 2/2 [==============================] - 0s 10ms/step >5, 57/693, d1=0.688, d2=0.705 g=0.770 2/2 [==============================] - 0s 12ms/step >5, 58/693, d1=0.688, d2=0.693 g=0.814 2/2 [==============================] - 0s 13ms/step >5, 59/693, d1=0.688, d2=0.715 g=0.861 2/2 [==============================] - 0s 10ms/step >5, 60/693, d1=0.683, d2=0.712 g=0.765 2/2 [==============================] - 0s 10ms/step >5, 61/693, d1=0.696, d2=0.679 g=0.807 2/2 [==============================] - 0s 10ms/step >5, 62/693, d1=0.685, d2=0.689 g=0.816 2/2 [==============================] - 0s 10ms/step >5, 63/693, d1=0.672, d2=0.676 g=0.809 2/2 [==============================] - 0s 11ms/step >5, 64/693, d1=0.684, d2=0.684 g=0.905 2/2 [==============================] - 0s 9ms/step >5, 65/693, d1=0.695, d2=0.695 g=0.853 2/2 [==============================] - 0s 10ms/step >5, 66/693, d1=0.687, d2=0.650 g=0.780 2/2 [==============================] - 0s 11ms/step >5, 67/693, d1=0.687, d2=0.661 g=0.871 2/2 [==============================] - 0s 10ms/step >5, 68/693, d1=0.675, d2=0.677 g=0.869 2/2 [==============================] - 0s 10ms/step >5, 69/693, d1=0.692, d2=0.676 g=0.826 2/2 [==============================] - 0s 11ms/step >5, 70/693, d1=0.683, d2=0.703 g=0.906 2/2 [==============================] - 0s 10ms/step >5, 71/693, d1=0.695, d2=0.688 g=0.793 2/2 [==============================] - 0s 12ms/step >5, 72/693, d1=0.683, d2=0.677 g=0.926 2/2 [==============================] - 0s 9ms/step >5, 73/693, d1=0.692, d2=0.628 g=1.102 2/2 [==============================] - 0s 10ms/step >5, 74/693, d1=0.684, d2=0.672 g=1.042 2/2 [==============================] - 0s 11ms/step >5, 75/693, d1=0.694, d2=0.673 g=0.941 2/2 [==============================] - 0s 11ms/step >5, 76/693, d1=0.695, d2=0.677 g=0.947 2/2 [==============================] - 0s 9ms/step >5, 77/693, d1=0.680, d2=0.681 g=1.087 2/2 [==============================] - 0s 10ms/step >5, 78/693, d1=0.685, d2=0.658 g=0.910 2/2 [==============================] - 0s 11ms/step >5, 79/693, d1=0.672, d2=0.665 g=0.927 2/2 [==============================] - 0s 10ms/step >5, 80/693, d1=0.678, d2=0.657 g=1.050 2/2 [==============================] - 0s 10ms/step >5, 81/693, d1=0.680, d2=0.667 g=0.969 2/2 [==============================] - 0s 10ms/step >5, 82/693, d1=0.698, d2=0.657 g=0.925 2/2 [==============================] - 0s 10ms/step >5, 83/693, d1=0.676, d2=0.690 g=0.833 2/2 [==============================] - 0s 11ms/step >5, 84/693, d1=0.696, d2=0.682 g=0.840 2/2 [==============================] - 0s 10ms/step >5, 85/693, d1=0.703, d2=0.681 g=0.946 2/2 [==============================] - 0s 11ms/step >5, 86/693, d1=0.688, d2=0.651 g=0.841 2/2 [==============================] - 0s 11ms/step >5, 87/693, d1=0.695, d2=0.676 g=0.867 2/2 [==============================] - 0s 11ms/step >5, 88/693, d1=0.695, d2=0.698 g=0.908 2/2 [==============================] - 0s 10ms/step >5, 89/693, d1=0.686, d2=0.675 g=0.867 2/2 [==============================] - 0s 11ms/step >5, 90/693, d1=0.682, d2=0.673 g=1.006 2/2 [==============================] - 0s 11ms/step >5, 91/693, d1=0.695, d2=0.673 g=1.165 2/2 [==============================] - 0s 11ms/step >5, 92/693, d1=0.681, d2=0.665 g=0.879 2/2 [==============================] - 0s 11ms/step >5, 93/693, d1=0.678, d2=0.680 g=0.775 2/2 [==============================] - 0s 10ms/step >5, 94/693, d1=0.693, d2=0.695 g=0.820 2/2 [==============================] - 0s 11ms/step >5, 95/693, d1=0.685, d2=0.688 g=0.892 2/2 [==============================] - 0s 11ms/step >5, 96/693, d1=0.689, d2=0.663 g=0.808 2/2 [==============================] - 0s 11ms/step >5, 97/693, d1=0.689, d2=0.676 g=0.878 2/2 [==============================] - 0s 11ms/step >5, 98/693, d1=0.683, d2=0.657 g=0.810 2/2 [==============================] - 0s 10ms/step >5, 99/693, d1=0.686, d2=0.683 g=0.684 2/2 [==============================] - 0s 10ms/step >5, 100/693, d1=0.696, d2=0.687 g=0.971 2/2 [==============================] - 0s 10ms/step >5, 101/693, d1=0.684, d2=0.696 g=1.035 2/2 [==============================] - 0s 12ms/step >5, 102/693, d1=0.683, d2=0.663 g=0.780 2/2 [==============================] - 0s 11ms/step >5, 103/693, d1=0.683, d2=0.674 g=0.806 2/2 [==============================] - 0s 11ms/step >5, 104/693, d1=0.690, d2=0.666 g=0.769 2/2 [==============================] - 0s 10ms/step >5, 105/693, d1=0.689, d2=0.715 g=0.938 2/2 [==============================] - 0s 10ms/step >5, 106/693, d1=0.694, d2=0.718 g=0.899 2/2 [==============================] - 0s 11ms/step >5, 107/693, d1=0.684, d2=0.690 g=0.816 2/2 [==============================] - 0s 11ms/step >5, 108/693, d1=0.694, d2=0.670 g=0.825 2/2 [==============================] - 0s 11ms/step >5, 109/693, d1=0.691, d2=0.652 g=0.805 2/2 [==============================] - 0s 11ms/step >5, 110/693, d1=0.694, d2=0.689 g=1.065 2/2 [==============================] - 0s 10ms/step >5, 111/693, d1=0.684, d2=0.685 g=0.770 2/2 [==============================] - 0s 10ms/step >5, 112/693, d1=0.684, d2=0.673 g=0.992 2/2 [==============================] - 0s 12ms/step >5, 113/693, d1=0.695, d2=0.673 g=0.860 2/2 [==============================] - 0s 10ms/step >5, 114/693, d1=0.688, d2=0.714 g=0.775 2/2 [==============================] - 0s 10ms/step >5, 115/693, d1=0.687, d2=0.687 g=1.034 2/2 [==============================] - 0s 12ms/step >5, 116/693, d1=0.682, d2=0.666 g=0.866 2/2 [==============================] - 0s 11ms/step >5, 117/693, d1=0.693, d2=0.683 g=0.899 2/2 [==============================] - 0s 11ms/step >5, 118/693, d1=0.683, d2=0.700 g=0.818 2/2 [==============================] - 0s 11ms/step >5, 119/693, d1=0.683, d2=0.658 g=0.939 2/2 [==============================] - 0s 12ms/step >5, 120/693, d1=0.687, d2=0.704 g=1.085 2/2 [==============================] - 0s 11ms/step >5, 121/693, d1=0.690, d2=0.659 g=0.784 2/2 [==============================] - 0s 11ms/step >5, 122/693, d1=0.695, d2=0.685 g=0.904 2/2 [==============================] - 0s 12ms/step >5, 123/693, d1=0.696, d2=0.624 g=0.739 2/2 [==============================] - 0s 10ms/step >5, 124/693, d1=0.683, d2=0.673 g=1.039 2/2 [==============================] - 0s 11ms/step >5, 125/693, d1=0.686, d2=0.694 g=0.914 2/2 [==============================] - 0s 12ms/step >5, 126/693, d1=0.682, d2=0.667 g=0.857 2/2 [==============================] - 0s 11ms/step >5, 127/693, d1=0.684, d2=0.694 g=0.865 2/2 [==============================] - 0s 12ms/step >5, 128/693, d1=0.682, d2=0.673 g=0.778 2/2 [==============================] - 0s 10ms/step >5, 129/693, d1=0.675, d2=0.644 g=1.028 2/2 [==============================] - 0s 11ms/step >5, 130/693, d1=0.698, d2=0.676 g=0.969 2/2 [==============================] - 0s 11ms/step >5, 131/693, d1=0.683, d2=0.695 g=0.821 2/2 [==============================] - 0s 11ms/step >5, 132/693, d1=0.673, d2=0.648 g=0.820 2/2 [==============================] - 0s 10ms/step >5, 133/693, d1=0.681, d2=0.681 g=0.822 2/2 [==============================] - 0s 11ms/step >5, 134/693, d1=0.684, d2=0.679 g=0.782 2/2 [==============================] - 0s 12ms/step >5, 135/693, d1=0.677, d2=0.673 g=0.918 2/2 [==============================] - 0s 10ms/step >5, 136/693, d1=0.683, d2=0.679 g=0.912 2/2 [==============================] - 0s 9ms/step >5, 137/693, d1=0.677, d2=0.652 g=0.771 2/2 [==============================] - 0s 10ms/step >5, 138/693, d1=0.679, d2=0.695 g=1.041 2/2 [==============================] - 0s 11ms/step >5, 139/693, d1=0.679, d2=0.671 g=0.692 2/2 [==============================] - 0s 11ms/step >5, 140/693, d1=0.687, d2=0.667 g=0.742 2/2 [==============================] - 0s 10ms/step >5, 141/693, d1=0.675, d2=0.642 g=1.166 2/2 [==============================] - 0s 11ms/step >5, 142/693, d1=0.683, d2=0.686 g=0.820 2/2 [==============================] - 0s 12ms/step >5, 143/693, d1=0.675, d2=0.711 g=0.853 2/2 [==============================] - 0s 11ms/step >5, 144/693, d1=0.682, d2=0.702 g=1.032 2/2 [==============================] - 0s 10ms/step >5, 145/693, d1=0.675, d2=0.656 g=0.782 2/2 [==============================] - 0s 11ms/step >5, 146/693, d1=0.678, d2=0.707 g=0.871 2/2 [==============================] - 0s 11ms/step >5, 147/693, d1=0.681, d2=0.693 g=0.859 2/2 [==============================] - 0s 10ms/step >5, 148/693, d1=0.673, d2=0.668 g=0.772 2/2 [==============================] - 0s 11ms/step >5, 149/693, d1=0.675, d2=0.689 g=0.871 2/2 [==============================] - 0s 11ms/step >5, 150/693, d1=0.669, d2=0.684 g=0.999 2/2 [==============================] - 0s 11ms/step >5, 151/693, d1=0.681, d2=0.677 g=0.954 2/2 [==============================] - 0s 10ms/step >5, 152/693, d1=0.668, d2=0.700 g=0.910 2/2 [==============================] - 0s 10ms/step >5, 153/693, d1=0.682, d2=0.674 g=0.857 2/2 [==============================] - 0s 10ms/step >5, 154/693, d1=0.672, d2=0.672 g=0.960 2/2 [==============================] - 0s 11ms/step >5, 155/693, d1=0.683, d2=0.700 g=0.899 2/2 [==============================] - 0s 11ms/step >5, 156/693, d1=0.685, d2=0.705 g=0.865 2/2 [==============================] - 0s 9ms/step >5, 157/693, d1=0.677, d2=0.723 g=0.859 2/2 [==============================] - 0s 10ms/step >5, 158/693, d1=0.680, d2=0.664 g=0.773 2/2 [==============================] - 0s 11ms/step >5, 159/693, d1=0.676, d2=0.697 g=0.867 2/2 [==============================] - 0s 9ms/step >5, 160/693, d1=0.671, d2=0.711 g=0.950 2/2 [==============================] - 0s 10ms/step >5, 161/693, d1=0.683, d2=0.720 g=0.947 2/2 [==============================] - 0s 10ms/step >5, 162/693, d1=0.678, d2=0.694 g=0.773 2/2 [==============================] - 0s 10ms/step >5, 163/693, d1=0.672, d2=0.679 g=0.870 2/2 [==============================] - 0s 10ms/step >5, 164/693, d1=0.681, d2=0.692 g=0.902 2/2 [==============================] - 0s 10ms/step >5, 165/693, d1=0.696, d2=0.692 g=0.900 2/2 [==============================] - 0s 12ms/step >5, 166/693, d1=0.695, d2=0.693 g=0.899 2/2 [==============================] - 0s 12ms/step >5, 167/693, d1=0.692, d2=0.702 g=0.828 2/2 [==============================] - 0s 11ms/step >5, 168/693, d1=0.696, d2=0.682 g=0.904 2/2 [==============================] - 0s 11ms/step >5, 169/693, d1=0.680, d2=0.684 g=0.856 2/2 [==============================] - 0s 9ms/step >5, 170/693, d1=0.682, d2=0.716 g=0.811 2/2 [==============================] - 0s 10ms/step >5, 171/693, d1=0.684, d2=0.710 g=0.858 2/2 [==============================] - 0s 10ms/step >5, 172/693, d1=0.680, d2=0.690 g=0.770 2/2 [==============================] - 0s 10ms/step >5, 173/693, d1=0.687, d2=0.696 g=0.826 2/2 [==============================] - 0s 10ms/step >5, 174/693, d1=0.691, d2=0.694 g=1.043 2/2 [==============================] - 0s 11ms/step >5, 175/693, d1=0.689, d2=0.672 g=0.828 2/2 [==============================] - 0s 11ms/step >5, 176/693, d1=0.687, d2=0.678 g=1.178 2/2 [==============================] - 0s 10ms/step >5, 177/693, d1=0.699, d2=0.677 g=0.815 2/2 [==============================] - 0s 10ms/step >5, 178/693, d1=0.691, d2=0.698 g=0.946 2/2 [==============================] - 0s 10ms/step >5, 179/693, d1=0.693, d2=0.669 g=0.967 2/2 [==============================] - 0s 11ms/step >5, 180/693, d1=0.689, d2=0.661 g=0.917 2/2 [==============================] - 0s 13ms/step >5, 181/693, d1=0.687, d2=0.690 g=0.861 2/2 [==============================] - 0s 11ms/step >5, 182/693, d1=0.688, d2=0.696 g=0.999 2/2 [==============================] - 0s 10ms/step >5, 183/693, d1=0.690, d2=0.668 g=0.961 2/2 [==============================] - 0s 11ms/step >5, 184/693, d1=0.691, d2=0.676 g=0.963 2/2 [==============================] - 0s 10ms/step >5, 185/693, d1=0.684, d2=0.692 g=0.970 2/2 [==============================] - 0s 10ms/step >5, 186/693, d1=0.688, d2=0.701 g=0.873 2/2 [==============================] - 0s 11ms/step >5, 187/693, d1=0.680, d2=0.650 g=1.006 2/2 [==============================] - 0s 10ms/step >5, 188/693, d1=0.682, d2=0.693 g=0.955 2/2 [==============================] - 0s 10ms/step >5, 189/693, d1=0.684, d2=0.667 g=0.870 2/2 [==============================] - 0s 11ms/step >5, 190/693, d1=0.688, d2=0.688 g=0.881 2/2 [==============================] - 0s 11ms/step >5, 191/693, d1=0.682, d2=0.664 g=0.872 2/2 [==============================] - 0s 10ms/step >5, 192/693, d1=0.685, d2=0.666 g=0.782 2/2 [==============================] - 0s 9ms/step >5, 193/693, d1=0.694, d2=0.675 g=0.958 2/2 [==============================] - 0s 12ms/step >5, 194/693, d1=0.683, d2=0.697 g=0.825 2/2 [==============================] - 0s 11ms/step >5, 195/693, d1=0.678, d2=0.695 g=0.770 2/2 [==============================] - 0s 11ms/step >5, 196/693, d1=0.681, d2=0.657 g=0.917 2/2 [==============================] - 0s 10ms/step >5, 197/693, d1=0.696, d2=0.660 g=0.905 2/2 [==============================] - 0s 11ms/step >5, 198/693, d1=0.685, d2=0.685 g=0.688 2/2 [==============================] - 0s 11ms/step >5, 199/693, d1=0.685, d2=0.693 g=0.772 2/2 [==============================] - 0s 10ms/step >5, 200/693, d1=0.676, d2=0.676 g=0.726 2/2 [==============================] - 0s 11ms/step >5, 201/693, d1=0.688, d2=0.710 g=0.864 2/2 [==============================] - 0s 10ms/step >5, 202/693, d1=0.683, d2=0.670 g=0.814 2/2 [==============================] - 0s 10ms/step >5, 203/693, d1=0.692, d2=0.651 g=0.948 2/2 [==============================] - 0s 9ms/step >5, 204/693, d1=0.688, d2=0.656 g=0.812 2/2 [==============================] - 0s 10ms/step >5, 205/693, d1=0.676, d2=0.703 g=0.770 2/2 [==============================] - 0s 12ms/step >5, 206/693, d1=0.684, d2=0.679 g=0.901 2/2 [==============================] - 0s 10ms/step >5, 207/693, d1=0.676, d2=0.691 g=0.734 2/2 [==============================] - 0s 10ms/step >5, 208/693, d1=0.685, d2=0.668 g=0.776 2/2 [==============================] - 0s 11ms/step >5, 209/693, d1=0.686, d2=0.690 g=0.868 2/2 [==============================] - 0s 10ms/step >5, 210/693, d1=0.689, d2=0.688 g=0.950 2/2 [==============================] - 0s 11ms/step >5, 211/693, d1=0.697, d2=0.707 g=0.947 2/2 [==============================] - 0s 11ms/step >5, 212/693, d1=0.689, d2=0.666 g=0.817 2/2 [==============================] - 0s 10ms/step >5, 213/693, d1=0.693, d2=0.661 g=0.823 2/2 [==============================] - 0s 10ms/step >5, 214/693, d1=0.690, d2=0.690 g=0.905 2/2 [==============================] - 0s 9ms/step >5, 215/693, d1=0.698, d2=0.674 g=0.958 2/2 [==============================] - 0s 10ms/step >5, 216/693, d1=0.695, d2=0.675 g=0.871 2/2 [==============================] - 0s 10ms/step >5, 217/693, d1=0.683, d2=0.659 g=0.821 2/2 [==============================] - 0s 11ms/step >5, 218/693, d1=0.682, d2=0.678 g=0.918 2/2 [==============================] - 0s 10ms/step >5, 219/693, d1=0.690, d2=0.666 g=0.744 2/2 [==============================] - 0s 10ms/step >5, 220/693, d1=0.683, d2=0.683 g=0.986 2/2 [==============================] - 0s 10ms/step >5, 221/693, d1=0.677, d2=0.669 g=0.866 2/2 [==============================] - 0s 11ms/step >5, 222/693, d1=0.677, d2=0.687 g=0.999 2/2 [==============================] - 0s 11ms/step >5, 223/693, d1=0.687, d2=0.692 g=0.834 2/2 [==============================] - 0s 11ms/step >5, 224/693, d1=0.690, d2=0.697 g=0.818 2/2 [==============================] - 0s 11ms/step >5, 225/693, d1=0.687, d2=0.664 g=0.960 2/2 [==============================] - 0s 12ms/step >5, 226/693, d1=0.689, d2=0.648 g=0.826 2/2 [==============================] - 0s 10ms/step >5, 227/693, d1=0.681, d2=0.681 g=0.870 2/2 [==============================] - 0s 10ms/step >5, 228/693, d1=0.688, d2=0.643 g=0.791 2/2 [==============================] - 0s 10ms/step >5, 229/693, d1=0.685, d2=0.695 g=0.788 2/2 [==============================] - 0s 10ms/step >5, 230/693, d1=0.680, d2=0.675 g=0.996 2/2 [==============================] - 0s 10ms/step >5, 231/693, d1=0.681, d2=0.712 g=1.180 2/2 [==============================] - 0s 9ms/step >5, 232/693, d1=0.684, d2=0.683 g=0.868 2/2 [==============================] - 0s 10ms/step >5, 233/693, d1=0.696, d2=0.691 g=0.791 2/2 [==============================] - 0s 11ms/step >5, 234/693, d1=0.695, d2=0.684 g=1.079 2/2 [==============================] - 0s 9ms/step >5, 235/693, d1=0.693, d2=0.648 g=0.868 2/2 [==============================] - 0s 10ms/step >5, 236/693, d1=0.688, d2=0.672 g=0.959 2/2 [==============================] - 0s 10ms/step >5, 237/693, d1=0.690, d2=0.669 g=1.047 2/2 [==============================] - 0s 13ms/step >5, 238/693, d1=0.696, d2=0.676 g=0.908 2/2 [==============================] - 0s 11ms/step >5, 239/693, d1=0.686, d2=0.650 g=0.820 2/2 [==============================] - 0s 10ms/step >5, 240/693, d1=0.687, d2=0.677 g=0.968 2/2 [==============================] - 0s 10ms/step >5, 241/693, d1=0.686, d2=0.673 g=1.009 2/2 [==============================] - 0s 11ms/step >5, 242/693, d1=0.690, d2=0.669 g=0.873 2/2 [==============================] - 0s 10ms/step >5, 243/693, d1=0.681, d2=0.675 g=0.881 2/2 [==============================] - 0s 10ms/step >5, 244/693, d1=0.690, d2=0.672 g=0.965 2/2 [==============================] - 0s 12ms/step >5, 245/693, d1=0.693, d2=0.666 g=0.733 2/2 [==============================] - 0s 11ms/step >5, 246/693, d1=0.691, d2=0.669 g=1.213 2/2 [==============================] - 0s 10ms/step >5, 247/693, d1=0.693, d2=0.665 g=0.794 2/2 [==============================] - 0s 10ms/step >5, 248/693, d1=0.681, d2=0.694 g=0.794 2/2 [==============================] - 0s 11ms/step >5, 249/693, d1=0.685, d2=0.677 g=1.102 2/2 [==============================] - 0s 11ms/step >5, 250/693, d1=0.684, d2=0.684 g=1.015 2/2 [==============================] - 0s 10ms/step >5, 251/693, d1=0.689, d2=0.689 g=0.973 2/2 [==============================] - 0s 12ms/step >5, 252/693, d1=0.697, d2=0.675 g=0.874 2/2 [==============================] - 0s 12ms/step >5, 253/693, d1=0.681, d2=0.668 g=0.789 2/2 [==============================] - 0s 12ms/step >5, 254/693, d1=0.679, d2=0.659 g=1.015 2/2 [==============================] - 0s 11ms/step >5, 255/693, d1=0.685, d2=0.681 g=0.870 2/2 [==============================] - 0s 10ms/step >5, 256/693, d1=0.689, d2=0.654 g=0.827 2/2 [==============================] - 0s 10ms/step >5, 257/693, d1=0.683, d2=0.682 g=0.827 2/2 [==============================] - 0s 10ms/step >5, 258/693, d1=0.680, d2=0.661 g=0.867 2/2 [==============================] - 0s 10ms/step >5, 259/693, d1=0.689, d2=0.671 g=0.960 2/2 [==============================] - 0s 10ms/step >5, 260/693, d1=0.680, d2=0.693 g=0.877 2/2 [==============================] - 0s 11ms/step >5, 261/693, d1=0.691, d2=0.707 g=0.993 2/2 [==============================] - 0s 11ms/step >5, 262/693, d1=0.682, d2=0.664 g=0.968 2/2 [==============================] - 0s 11ms/step >5, 263/693, d1=0.679, d2=0.671 g=0.818 2/2 [==============================] - 0s 11ms/step >5, 264/693, d1=0.684, d2=0.692 g=0.958 2/2 [==============================] - 0s 13ms/step >5, 265/693, d1=0.687, d2=0.677 g=0.987 2/2 [==============================] - 0s 10ms/step >5, 266/693, d1=0.690, d2=0.653 g=0.960 2/2 [==============================] - 0s 11ms/step >5, 267/693, d1=0.675, d2=0.685 g=1.056 2/2 [==============================] - 0s 10ms/step >5, 268/693, d1=0.689, d2=0.688 g=0.819 2/2 [==============================] - 0s 10ms/step >5, 269/693, d1=0.684, d2=0.724 g=0.898 2/2 [==============================] - 0s 11ms/step >5, 270/693, d1=0.688, d2=0.653 g=0.981 2/2 [==============================] - 0s 10ms/step >5, 271/693, d1=0.682, d2=0.693 g=0.982 2/2 [==============================] - 0s 10ms/step >5, 272/693, d1=0.683, d2=0.695 g=0.906 2/2 [==============================] - 0s 10ms/step >5, 273/693, d1=0.675, d2=0.690 g=0.894 2/2 [==============================] - 0s 11ms/step >5, 274/693, d1=0.692, d2=0.719 g=0.818 2/2 [==============================] - 0s 11ms/step >5, 275/693, d1=0.690, d2=0.696 g=0.992 2/2 [==============================] - 0s 10ms/step >5, 276/693, d1=0.682, d2=0.659 g=0.734 2/2 [==============================] - 0s 10ms/step >5, 277/693, d1=0.682, d2=0.651 g=0.822 2/2 [==============================] - 0s 10ms/step >5, 278/693, d1=0.686, d2=0.708 g=1.109 2/2 [==============================] - 0s 11ms/step >5, 279/693, d1=0.681, d2=0.693 g=0.871 2/2 [==============================] - 0s 13ms/step >5, 280/693, d1=0.686, d2=0.685 g=0.875 2/2 [==============================] - 0s 10ms/step >5, 281/693, d1=0.689, d2=0.666 g=0.925 2/2 [==============================] - 0s 11ms/step >5, 282/693, d1=0.677, d2=0.663 g=0.923 2/2 [==============================] - 0s 12ms/step >5, 283/693, d1=0.690, d2=0.682 g=0.873 2/2 [==============================] - 0s 12ms/step >5, 284/693, d1=0.684, d2=0.690 g=1.040 2/2 [==============================] - 0s 13ms/step >5, 285/693, d1=0.675, d2=0.670 g=1.066 2/2 [==============================] - 0s 12ms/step >5, 286/693, d1=0.685, d2=0.699 g=0.859 2/2 [==============================] - 0s 11ms/step >5, 287/693, d1=0.676, d2=0.642 g=0.998 2/2 [==============================] - 0s 10ms/step >5, 288/693, d1=0.678, d2=0.709 g=0.744 2/2 [==============================] - 0s 13ms/step >5, 289/693, d1=0.667, d2=0.704 g=0.959 2/2 [==============================] - 0s 33ms/step >5, 290/693, d1=0.681, d2=0.684 g=0.997 2/2 [==============================] - 0s 10ms/step >5, 291/693, d1=0.688, d2=0.704 g=0.875 2/2 [==============================] - 0s 11ms/step >5, 292/693, d1=0.682, d2=0.701 g=0.897 2/2 [==============================] - 0s 14ms/step >5, 293/693, d1=0.696, d2=0.657 g=0.822 2/2 [==============================] - 0s 10ms/step >5, 294/693, d1=0.689, d2=0.682 g=1.045 2/2 [==============================] - 0s 11ms/step >5, 295/693, d1=0.708, d2=0.676 g=0.861 2/2 [==============================] - 0s 10ms/step >5, 296/693, d1=0.699, d2=0.677 g=0.778 2/2 [==============================] - 0s 12ms/step >5, 297/693, d1=0.693, d2=0.699 g=1.077 2/2 [==============================] - 0s 11ms/step >5, 298/693, d1=0.684, d2=0.694 g=0.954 2/2 [==============================] - 0s 11ms/step >5, 299/693, d1=0.695, d2=0.675 g=1.000 2/2 [==============================] - 0s 10ms/step >5, 300/693, d1=0.701, d2=0.660 g=0.837 2/2 [==============================] - 0s 10ms/step >5, 301/693, d1=0.698, d2=0.678 g=0.794 2/2 [==============================] - 0s 11ms/step >5, 302/693, d1=0.685, d2=0.691 g=0.835 2/2 [==============================] - 0s 10ms/step >5, 303/693, d1=0.682, d2=0.699 g=1.232 2/2 [==============================] - 0s 11ms/step >5, 304/693, d1=0.692, d2=0.672 g=0.922 2/2 [==============================] - 0s 11ms/step >5, 305/693, d1=0.701, d2=0.666 g=0.794 2/2 [==============================] - 0s 9ms/step >5, 306/693, d1=0.695, d2=0.658 g=0.969 2/2 [==============================] - 0s 10ms/step >5, 307/693, d1=0.696, d2=0.663 g=1.148 2/2 [==============================] - 0s 13ms/step >5, 308/693, d1=0.686, d2=0.668 g=0.881 2/2 [==============================] - 0s 10ms/step >5, 309/693, d1=0.692, d2=0.653 g=0.943 2/2 [==============================] - 0s 10ms/step >5, 310/693, d1=0.691, d2=0.674 g=0.989 2/2 [==============================] - 0s 10ms/step >5, 311/693, d1=0.683, d2=0.656 g=0.976 2/2 [==============================] - 0s 10ms/step >5, 312/693, d1=0.694, d2=0.650 g=0.800 2/2 [==============================] - 0s 12ms/step >5, 313/693, d1=0.686, d2=0.670 g=0.806 2/2 [==============================] - 0s 9ms/step >5, 314/693, d1=0.683, d2=0.637 g=0.881 2/2 [==============================] - 0s 10ms/step >5, 315/693, d1=0.679, d2=0.672 g=0.976 2/2 [==============================] - 0s 11ms/step >5, 316/693, d1=0.672, d2=0.658 g=1.118 2/2 [==============================] - 0s 11ms/step >5, 317/693, d1=0.684, d2=0.666 g=1.055 2/2 [==============================] - 0s 9ms/step >5, 318/693, d1=0.696, d2=0.663 g=1.285 2/2 [==============================] - 0s 10ms/step >5, 319/693, d1=0.682, d2=0.707 g=0.917 2/2 [==============================] - 0s 10ms/step >5, 320/693, d1=0.691, d2=0.659 g=0.754 2/2 [==============================] - 0s 11ms/step >5, 321/693, d1=0.694, d2=0.696 g=0.865 2/2 [==============================] - 0s 11ms/step >5, 322/693, d1=0.681, d2=0.665 g=0.865 2/2 [==============================] - 0s 11ms/step >5, 323/693, d1=0.670, d2=0.676 g=0.822 2/2 [==============================] - 0s 11ms/step >5, 324/693, d1=0.674, d2=0.704 g=0.854 2/2 [==============================] - 0s 10ms/step >5, 325/693, d1=0.680, d2=0.722 g=0.868 2/2 [==============================] - 0s 10ms/step >5, 326/693, d1=0.675, d2=0.702 g=0.721 2/2 [==============================] - 0s 11ms/step >5, 327/693, d1=0.686, d2=0.681 g=0.762 2/2 [==============================] - 0s 9ms/step >5, 328/693, d1=0.687, d2=0.688 g=0.948 2/2 [==============================] - 0s 10ms/step >5, 329/693, d1=0.676, d2=0.684 g=0.852 2/2 [==============================] - 0s 12ms/step >5, 330/693, d1=0.678, d2=0.707 g=1.025 2/2 [==============================] - 0s 10ms/step >5, 331/693, d1=0.678, d2=0.721 g=0.811 2/2 [==============================] - 0s 12ms/step >5, 332/693, d1=0.681, d2=0.705 g=0.903 2/2 [==============================] - 0s 11ms/step >5, 333/693, d1=0.682, d2=0.700 g=0.818 2/2 [==============================] - 0s 10ms/step >5, 334/693, d1=0.681, d2=0.710 g=0.909 2/2 [==============================] - 0s 10ms/step >5, 335/693, d1=0.692, d2=0.627 g=0.860 2/2 [==============================] - 0s 9ms/step >5, 336/693, d1=0.680, d2=0.705 g=0.909 2/2 [==============================] - 0s 10ms/step >5, 337/693, d1=0.682, d2=0.662 g=0.878 2/2 [==============================] - 0s 11ms/step >5, 338/693, d1=0.694, d2=0.677 g=0.958 2/2 [==============================] - 0s 11ms/step >5, 339/693, d1=0.684, d2=0.701 g=0.915 2/2 [==============================] - 0s 10ms/step >5, 340/693, d1=0.682, d2=0.649 g=0.832 2/2 [==============================] - 0s 10ms/step >5, 341/693, d1=0.685, d2=0.690 g=0.698 2/2 [==============================] - 0s 10ms/step >5, 342/693, d1=0.687, d2=0.710 g=0.923 2/2 [==============================] - 0s 10ms/step >5, 343/693, d1=0.692, d2=0.656 g=0.830 2/2 [==============================] - 0s 11ms/step >5, 344/693, d1=0.680, d2=0.693 g=0.869 2/2 [==============================] - 0s 10ms/step >5, 345/693, d1=0.685, d2=0.695 g=0.862 2/2 [==============================] - 0s 11ms/step >5, 346/693, d1=0.680, d2=0.718 g=0.881 2/2 [==============================] - 0s 9ms/step >5, 347/693, d1=0.684, d2=0.684 g=0.868 2/2 [==============================] - 0s 10ms/step >5, 348/693, d1=0.692, d2=0.711 g=0.919 2/2 [==============================] - 0s 11ms/step >5, 349/693, d1=0.695, d2=0.673 g=0.858 2/2 [==============================] - 0s 11ms/step >5, 350/693, d1=0.680, d2=0.676 g=0.862 2/2 [==============================] - 0s 10ms/step >5, 351/693, d1=0.680, d2=0.671 g=0.899 2/2 [==============================] - 0s 10ms/step >5, 352/693, d1=0.675, d2=0.715 g=0.958 2/2 [==============================] - 0s 9ms/step >5, 353/693, d1=0.685, d2=0.649 g=0.896 2/2 [==============================] - 0s 10ms/step >5, 354/693, d1=0.695, d2=0.700 g=0.820 2/2 [==============================] - 0s 10ms/step >5, 355/693, d1=0.676, d2=0.664 g=0.950 2/2 [==============================] - 0s 11ms/step >5, 356/693, d1=0.694, d2=0.690 g=0.921 2/2 [==============================] - 0s 10ms/step >5, 357/693, d1=0.683, d2=0.711 g=0.897 2/2 [==============================] - 0s 10ms/step >5, 358/693, d1=0.693, d2=0.699 g=0.863 2/2 [==============================] - 0s 11ms/step >5, 359/693, d1=0.682, d2=0.687 g=0.958 2/2 [==============================] - 0s 10ms/step >5, 360/693, d1=0.696, d2=0.689 g=0.857 2/2 [==============================] - 0s 10ms/step >5, 361/693, d1=0.695, d2=0.690 g=0.860 2/2 [==============================] - 0s 10ms/step >5, 362/693, d1=0.698, d2=0.679 g=0.736 2/2 [==============================] - 0s 11ms/step >5, 363/693, d1=0.691, d2=0.687 g=0.875 2/2 [==============================] - 0s 10ms/step >5, 364/693, d1=0.686, d2=0.683 g=0.777 2/2 [==============================] - 0s 9ms/step >5, 365/693, d1=0.702, d2=0.651 g=0.699 2/2 [==============================] - 0s 11ms/step >5, 366/693, d1=0.695, d2=0.686 g=0.939 2/2 [==============================] - 0s 10ms/step >5, 367/693, d1=0.688, d2=0.685 g=1.058 2/2 [==============================] - 0s 11ms/step >5, 368/693, d1=0.691, d2=0.658 g=0.878 2/2 [==============================] - 0s 9ms/step >5, 369/693, d1=0.683, d2=0.654 g=0.842 2/2 [==============================] - 0s 11ms/step >5, 370/693, d1=0.684, d2=0.619 g=0.929 2/2 [==============================] - 0s 14ms/step >5, 371/693, d1=0.681, d2=0.667 g=0.853 2/2 [==============================] - 0s 11ms/step >5, 372/693, d1=0.680, d2=0.683 g=0.894 2/2 [==============================] - 0s 10ms/step >5, 373/693, d1=0.688, d2=0.672 g=0.887 2/2 [==============================] - 0s 10ms/step >5, 374/693, d1=0.680, d2=0.659 g=1.025 2/2 [==============================] - 0s 10ms/step >5, 375/693, d1=0.691, d2=0.670 g=1.025 2/2 [==============================] - 0s 10ms/step >5, 376/693, d1=0.690, d2=0.672 g=0.937 2/2 [==============================] - 0s 11ms/step >5, 377/693, d1=0.673, d2=0.655 g=0.853 2/2 [==============================] - 0s 11ms/step >5, 378/693, d1=0.678, d2=0.677 g=1.021 2/2 [==============================] - 0s 11ms/step >5, 379/693, d1=0.679, d2=0.653 g=0.895 2/2 [==============================] - 0s 11ms/step >5, 380/693, d1=0.672, d2=0.674 g=0.858 2/2 [==============================] - 0s 11ms/step >5, 381/693, d1=0.684, d2=0.663 g=0.758 2/2 [==============================] - 0s 10ms/step >5, 382/693, d1=0.681, d2=0.666 g=0.894 2/2 [==============================] - 0s 10ms/step >5, 383/693, d1=0.691, d2=0.666 g=0.759 2/2 [==============================] - 0s 9ms/step >5, 384/693, d1=0.685, d2=0.675 g=0.982 2/2 [==============================] - 0s 10ms/step >5, 385/693, d1=0.684, d2=0.679 g=0.846 2/2 [==============================] - 0s 11ms/step >5, 386/693, d1=0.695, d2=0.693 g=0.836 2/2 [==============================] - 0s 10ms/step >5, 387/693, d1=0.687, d2=0.640 g=0.910 2/2 [==============================] - 0s 10ms/step >5, 388/693, d1=0.678, d2=0.700 g=0.825 2/2 [==============================] - 0s 11ms/step >5, 389/693, d1=0.701, d2=0.639 g=0.782 2/2 [==============================] - 0s 11ms/step >5, 390/693, d1=0.695, d2=0.679 g=1.045 2/2 [==============================] - 0s 10ms/step >5, 391/693, d1=0.677, d2=0.669 g=0.909 2/2 [==============================] - 0s 10ms/step >5, 392/693, d1=0.692, d2=0.679 g=0.821 2/2 [==============================] - 0s 10ms/step >5, 393/693, d1=0.685, d2=0.637 g=0.882 2/2 [==============================] - 0s 10ms/step >5, 394/693, d1=0.694, d2=0.713 g=0.870 2/2 [==============================] - 0s 9ms/step >5, 395/693, d1=0.690, d2=0.686 g=1.000 2/2 [==============================] - 0s 10ms/step >5, 396/693, d1=0.680, d2=0.688 g=0.950 2/2 [==============================] - 0s 11ms/step >5, 397/693, d1=0.695, d2=0.673 g=0.863 2/2 [==============================] - 0s 11ms/step >5, 398/693, d1=0.688, d2=0.695 g=1.047 2/2 [==============================] - 0s 10ms/step >5, 399/693, d1=0.688, d2=0.692 g=0.909 2/2 [==============================] - 0s 11ms/step >5, 400/693, d1=0.678, d2=0.681 g=0.874 2/2 [==============================] - 0s 11ms/step >5, 401/693, d1=0.689, d2=0.668 g=0.869 2/2 [==============================] - 0s 10ms/step >5, 402/693, d1=0.688, d2=0.661 g=0.962 2/2 [==============================] - 0s 11ms/step >5, 403/693, d1=0.696, d2=0.658 g=0.870 2/2 [==============================] - 0s 11ms/step >5, 404/693, d1=0.684, d2=0.664 g=0.781 2/2 [==============================] - 0s 10ms/step >5, 405/693, d1=0.697, d2=0.702 g=0.915 2/2 [==============================] - 0s 11ms/step >5, 406/693, d1=0.681, d2=0.680 g=1.253 2/2 [==============================] - 0s 12ms/step >5, 407/693, d1=0.685, d2=0.669 g=0.970 2/2 [==============================] - 0s 10ms/step >5, 408/693, d1=0.699, d2=0.676 g=0.908 2/2 [==============================] - 0s 11ms/step >5, 409/693, d1=0.686, d2=0.663 g=0.879 2/2 [==============================] - 0s 11ms/step >5, 410/693, d1=0.682, d2=0.672 g=0.881 2/2 [==============================] - 0s 11ms/step >5, 411/693, d1=0.692, d2=0.674 g=0.741 2/2 [==============================] - 0s 11ms/step >5, 412/693, d1=0.683, d2=0.673 g=0.949 2/2 [==============================] - 0s 10ms/step >5, 413/693, d1=0.695, d2=0.673 g=0.916 2/2 [==============================] - 0s 10ms/step >5, 414/693, d1=0.671, d2=0.695 g=0.864 2/2 [==============================] - 0s 11ms/step >5, 415/693, d1=0.678, d2=0.707 g=1.042 2/2 [==============================] - 0s 10ms/step >5, 416/693, d1=0.675, d2=0.693 g=1.030 2/2 [==============================] - 0s 10ms/step >5, 417/693, d1=0.669, d2=0.698 g=0.862 2/2 [==============================] - 0s 10ms/step >5, 418/693, d1=0.686, d2=0.704 g=0.799 2/2 [==============================] - 0s 11ms/step >5, 419/693, d1=0.674, d2=0.678 g=0.929 2/2 [==============================] - 0s 10ms/step >5, 420/693, d1=0.675, d2=0.676 g=0.813 2/2 [==============================] - 0s 10ms/step >5, 421/693, d1=0.691, d2=0.695 g=0.932 2/2 [==============================] - 0s 12ms/step >5, 422/693, d1=0.698, d2=0.710 g=0.944 2/2 [==============================] - 0s 10ms/step >5, 423/693, d1=0.687, d2=0.645 g=0.853 2/2 [==============================] - 0s 11ms/step >5, 424/693, d1=0.688, d2=0.692 g=0.988 2/2 [==============================] - 0s 9ms/step >5, 425/693, d1=0.685, d2=0.701 g=0.859 2/2 [==============================] - 0s 11ms/step >5, 426/693, d1=0.695, d2=0.695 g=0.855 2/2 [==============================] - 0s 10ms/step >5, 427/693, d1=0.686, d2=0.707 g=0.899 2/2 [==============================] - 0s 10ms/step >5, 428/693, d1=0.696, d2=0.682 g=0.948 2/2 [==============================] - 0s 11ms/step >5, 429/693, d1=0.691, d2=0.684 g=1.076 2/2 [==============================] - 0s 10ms/step >5, 430/693, d1=0.695, d2=0.688 g=0.992 2/2 [==============================] - 0s 11ms/step >5, 431/693, d1=0.700, d2=0.656 g=0.954 2/2 [==============================] - 0s 10ms/step >5, 432/693, d1=0.684, d2=0.700 g=0.818 2/2 [==============================] - 0s 10ms/step >5, 433/693, d1=0.692, d2=0.679 g=0.796 2/2 [==============================] - 0s 11ms/step >5, 434/693, d1=0.685, d2=0.681 g=0.876 2/2 [==============================] - 0s 10ms/step >5, 435/693, d1=0.697, d2=0.650 g=1.008 2/2 [==============================] - 0s 10ms/step >5, 436/693, d1=0.696, d2=0.651 g=0.885 2/2 [==============================] - 0s 9ms/step >5, 437/693, d1=0.682, d2=0.638 g=1.027 2/2 [==============================] - 0s 10ms/step >5, 438/693, d1=0.695, d2=0.667 g=0.845 2/2 [==============================] - 0s 10ms/step >5, 439/693, d1=0.697, d2=0.689 g=0.933 2/2 [==============================] - 0s 10ms/step >5, 440/693, d1=0.695, d2=0.665 g=0.900 2/2 [==============================] - 0s 12ms/step >5, 441/693, d1=0.698, d2=0.638 g=0.800 2/2 [==============================] - 0s 11ms/step >5, 442/693, d1=0.694, d2=0.663 g=1.024 2/2 [==============================] - 0s 10ms/step >5, 443/693, d1=0.692, d2=0.655 g=0.843 2/2 [==============================] - 0s 10ms/step >5, 444/693, d1=0.685, d2=0.660 g=1.026 2/2 [==============================] - 0s 11ms/step >5, 445/693, d1=0.673, d2=0.646 g=0.941 2/2 [==============================] - 0s 10ms/step >5, 446/693, d1=0.690, d2=0.648 g=0.759 2/2 [==============================] - 0s 11ms/step >5, 447/693, d1=0.691, d2=0.677 g=0.975 2/2 [==============================] - 0s 10ms/step >5, 448/693, d1=0.683, d2=0.683 g=0.960 2/2 [==============================] - 0s 10ms/step >5, 449/693, d1=0.687, d2=0.679 g=0.796 2/2 [==============================] - 0s 10ms/step >5, 450/693, d1=0.682, d2=0.652 g=0.927 2/2 [==============================] - 0s 10ms/step >5, 451/693, d1=0.683, d2=0.637 g=0.893 2/2 [==============================] - 0s 10ms/step >5, 452/693, d1=0.673, d2=0.655 g=0.952 2/2 [==============================] - 0s 10ms/step >5, 453/693, d1=0.676, d2=0.665 g=0.830 2/2 [==============================] - 0s 11ms/step >5, 454/693, d1=0.666, d2=0.678 g=0.966 2/2 [==============================] - 0s 11ms/step >5, 455/693, d1=0.666, d2=0.691 g=0.915 2/2 [==============================] - 0s 10ms/step >5, 456/693, d1=0.681, d2=0.699 g=0.878 2/2 [==============================] - 0s 10ms/step >5, 457/693, d1=0.671, d2=0.704 g=0.958 2/2 [==============================] - 0s 11ms/step >5, 458/693, d1=0.683, d2=0.679 g=0.820 2/2 [==============================] - 0s 11ms/step >5, 459/693, d1=0.682, d2=0.649 g=0.962 2/2 [==============================] - 0s 11ms/step >5, 460/693, d1=0.680, d2=0.681 g=0.927 2/2 [==============================] - 0s 11ms/step >5, 461/693, d1=0.678, d2=0.685 g=1.042 2/2 [==============================] - 0s 11ms/step >5, 462/693, d1=0.674, d2=0.709 g=0.862 2/2 [==============================] - 0s 11ms/step >5, 463/693, d1=0.663, d2=0.715 g=1.036 2/2 [==============================] - 0s 11ms/step >5, 464/693, d1=0.676, d2=0.688 g=0.896 2/2 [==============================] - 0s 10ms/step >5, 465/693, d1=0.671, d2=0.699 g=0.942 2/2 [==============================] - 0s 10ms/step >5, 466/693, d1=0.671, d2=0.698 g=0.769 2/2 [==============================] - 0s 11ms/step >5, 467/693, d1=0.675, d2=0.694 g=0.909 2/2 [==============================] - 0s 9ms/step >5, 468/693, d1=0.675, d2=0.713 g=0.860 2/2 [==============================] - 0s 11ms/step >5, 469/693, d1=0.686, d2=0.688 g=0.864 2/2 [==============================] - 0s 9ms/step >5, 470/693, d1=0.669, d2=0.706 g=0.798 2/2 [==============================] - 0s 11ms/step >5, 471/693, d1=0.681, d2=0.689 g=0.814 2/2 [==============================] - 0s 11ms/step >5, 472/693, d1=0.669, d2=0.678 g=0.902 2/2 [==============================] - 0s 10ms/step >5, 473/693, d1=0.685, d2=0.680 g=1.038 2/2 [==============================] - 0s 10ms/step >5, 474/693, d1=0.666, d2=0.655 g=0.916 2/2 [==============================] - 0s 10ms/step >5, 475/693, d1=0.662, d2=0.678 g=1.068 2/2 [==============================] - 0s 11ms/step >5, 476/693, d1=0.667, d2=0.679 g=0.777 2/2 [==============================] - 0s 10ms/step >5, 477/693, d1=0.667, d2=0.671 g=1.006 2/2 [==============================] - 0s 10ms/step >5, 478/693, d1=0.671, d2=0.667 g=0.824 2/2 [==============================] - 0s 11ms/step >5, 479/693, d1=0.662, d2=0.659 g=0.784 2/2 [==============================] - 0s 11ms/step >5, 480/693, d1=0.670, d2=0.674 g=1.146 2/2 [==============================] - 0s 10ms/step >5, 481/693, d1=0.665, d2=0.709 g=0.963 2/2 [==============================] - 0s 11ms/step >5, 482/693, d1=0.660, d2=0.691 g=0.871 2/2 [==============================] - 0s 11ms/step >5, 483/693, d1=0.679, d2=0.716 g=0.923 2/2 [==============================] - 0s 10ms/step >5, 484/693, d1=0.684, d2=0.717 g=0.964 2/2 [==============================] - 0s 10ms/step >5, 485/693, d1=0.681, d2=0.708 g=1.011 2/2 [==============================] - 0s 11ms/step >5, 486/693, d1=0.668, d2=0.720 g=0.769 2/2 [==============================] - 0s 10ms/step >5, 487/693, d1=0.675, d2=0.689 g=0.906 2/2 [==============================] - 0s 12ms/step >5, 488/693, d1=0.674, d2=0.679 g=0.964 2/2 [==============================] - 0s 10ms/step >5, 489/693, d1=0.683, d2=0.679 g=0.811 2/2 [==============================] - 0s 11ms/step >5, 490/693, d1=0.684, d2=0.722 g=0.895 2/2 [==============================] - 0s 10ms/step >5, 491/693, d1=0.677, d2=0.702 g=0.920 2/2 [==============================] - 0s 10ms/step >5, 492/693, d1=0.683, d2=0.690 g=0.819 2/2 [==============================] - 0s 10ms/step >5, 493/693, d1=0.681, d2=0.695 g=0.767 2/2 [==============================] - 0s 10ms/step >5, 494/693, d1=0.688, d2=0.718 g=1.143 2/2 [==============================] - 0s 11ms/step >5, 495/693, d1=0.682, d2=0.681 g=0.818 2/2 [==============================] - 0s 10ms/step >5, 496/693, d1=0.682, d2=0.698 g=0.957 2/2 [==============================] - 0s 11ms/step >5, 497/693, d1=0.694, d2=0.697 g=0.950 2/2 [==============================] - 0s 10ms/step >5, 498/693, d1=0.695, d2=0.700 g=0.863 2/2 [==============================] - 0s 10ms/step >5, 499/693, d1=0.675, d2=0.690 g=1.015 2/2 [==============================] - 0s 11ms/step >5, 500/693, d1=0.686, d2=0.681 g=0.866 2/2 [==============================] - 0s 11ms/step >5, 501/693, d1=0.681, d2=0.706 g=1.018 2/2 [==============================] - 0s 10ms/step >5, 502/693, d1=0.678, d2=0.701 g=0.819 2/2 [==============================] - 0s 10ms/step >5, 503/693, d1=0.679, d2=0.683 g=0.970 2/2 [==============================] - 0s 12ms/step >5, 504/693, d1=0.686, d2=0.644 g=1.024 2/2 [==============================] - 0s 9ms/step >5, 505/693, d1=0.673, d2=0.709 g=0.838 2/2 [==============================] - 0s 10ms/step >5, 506/693, d1=0.676, d2=0.675 g=0.785 2/2 [==============================] - 0s 10ms/step >5, 507/693, d1=0.686, d2=0.687 g=0.983 2/2 [==============================] - 0s 10ms/step >5, 508/693, d1=0.694, d2=0.686 g=1.132 2/2 [==============================] - 0s 10ms/step >5, 509/693, d1=0.684, d2=0.682 g=0.910 2/2 [==============================] - 0s 10ms/step >5, 510/693, d1=0.689, d2=0.711 g=0.835 2/2 [==============================] - 0s 11ms/step >5, 511/693, d1=0.684, d2=0.705 g=0.885 2/2 [==============================] - 0s 10ms/step >5, 512/693, d1=0.684, d2=0.664 g=0.794 2/2 [==============================] - 0s 10ms/step >5, 513/693, d1=0.688, d2=0.657 g=0.980 2/2 [==============================] - 0s 10ms/step >5, 514/693, d1=0.686, d2=0.653 g=0.838 2/2 [==============================] - 0s 11ms/step >5, 515/693, d1=0.679, d2=0.682 g=0.884 2/2 [==============================] - 0s 12ms/step >5, 516/693, d1=0.686, d2=0.664 g=0.742 2/2 [==============================] - 0s 9ms/step >5, 517/693, d1=0.672, d2=0.691 g=0.794 2/2 [==============================] - 0s 9ms/step >5, 518/693, d1=0.679, d2=0.668 g=0.840 2/2 [==============================] - 0s 11ms/step >5, 519/693, d1=0.691, d2=0.684 g=0.835 2/2 [==============================] - 0s 12ms/step >5, 520/693, d1=0.678, d2=0.717 g=1.030 2/2 [==============================] - 0s 10ms/step >5, 521/693, d1=0.682, d2=0.677 g=0.937 2/2 [==============================] - 0s 10ms/step >5, 522/693, d1=0.688, d2=0.638 g=0.830 2/2 [==============================] - 0s 13ms/step >5, 523/693, d1=0.679, d2=0.669 g=0.834 2/2 [==============================] - 0s 11ms/step >5, 524/693, d1=0.687, d2=0.670 g=0.872 2/2 [==============================] - 0s 12ms/step >5, 525/693, d1=0.680, d2=0.682 g=0.691 2/2 [==============================] - 0s 10ms/step >5, 526/693, d1=0.680, d2=0.695 g=0.825 2/2 [==============================] - 0s 11ms/step >5, 527/693, d1=0.686, d2=0.650 g=0.926 2/2 [==============================] - 0s 10ms/step >5, 528/693, d1=0.688, d2=0.681 g=0.925 2/2 [==============================] - 0s 10ms/step >5, 529/693, d1=0.678, d2=0.664 g=0.778 2/2 [==============================] - 0s 11ms/step >5, 530/693, d1=0.693, d2=0.646 g=0.887 2/2 [==============================] - 0s 11ms/step >5, 531/693, d1=0.678, d2=0.683 g=0.897 2/2 [==============================] - 0s 11ms/step >5, 532/693, d1=0.690, d2=0.658 g=0.898 2/2 [==============================] - 0s 10ms/step >5, 533/693, d1=0.684, d2=0.671 g=1.068 2/2 [==============================] - 0s 13ms/step >5, 534/693, d1=0.690, d2=0.677 g=0.835 2/2 [==============================] - 0s 10ms/step >5, 535/693, d1=0.690, d2=0.694 g=0.843 2/2 [==============================] - 0s 10ms/step >5, 536/693, d1=0.672, d2=0.681 g=0.947 2/2 [==============================] - 0s 11ms/step >5, 537/693, d1=0.689, d2=0.640 g=0.942 2/2 [==============================] - 0s 10ms/step >5, 538/693, d1=0.675, d2=0.624 g=1.009 2/2 [==============================] - 0s 10ms/step >5, 539/693, d1=0.681, d2=0.674 g=1.172 2/2 [==============================] - 0s 10ms/step >5, 540/693, d1=0.673, d2=0.697 g=0.930 2/2 [==============================] - 0s 11ms/step >5, 541/693, d1=0.686, d2=0.698 g=1.024 2/2 [==============================] - 0s 10ms/step >5, 542/693, d1=0.685, d2=0.684 g=1.174 2/2 [==============================] - 0s 9ms/step >5, 543/693, d1=0.682, d2=0.696 g=0.932 2/2 [==============================] - 0s 10ms/step >5, 544/693, d1=0.664, d2=0.631 g=0.912 2/2 [==============================] - 0s 11ms/step >5, 545/693, d1=0.691, d2=0.694 g=0.739 2/2 [==============================] - 0s 10ms/step >5, 546/693, d1=0.682, d2=0.684 g=0.971 2/2 [==============================] - 0s 10ms/step >5, 547/693, d1=0.684, d2=0.700 g=1.035 2/2 [==============================] - 0s 10ms/step >5, 548/693, d1=0.685, d2=0.685 g=0.937 2/2 [==============================] - 0s 11ms/step >5, 549/693, d1=0.683, d2=0.673 g=0.957 2/2 [==============================] - 0s 10ms/step >5, 550/693, d1=0.694, d2=0.669 g=1.112 2/2 [==============================] - 0s 10ms/step >5, 551/693, d1=0.689, d2=0.690 g=0.980 2/2 [==============================] - 0s 11ms/step >5, 552/693, d1=0.684, d2=0.650 g=1.018 2/2 [==============================] - 0s 10ms/step >5, 553/693, d1=0.694, d2=0.704 g=0.923 2/2 [==============================] - 0s 11ms/step >5, 554/693, d1=0.695, d2=0.686 g=0.879 2/2 [==============================] - 0s 11ms/step >5, 555/693, d1=0.682, d2=0.697 g=1.029 2/2 [==============================] - 0s 11ms/step >5, 556/693, d1=0.683, d2=0.654 g=0.826 2/2 [==============================] - 0s 10ms/step >5, 557/693, d1=0.694, d2=0.687 g=0.876 2/2 [==============================] - 0s 10ms/step >5, 558/693, d1=0.678, d2=0.663 g=0.893 2/2 [==============================] - 0s 11ms/step >5, 559/693, d1=0.689, d2=0.672 g=0.832 2/2 [==============================] - 0s 11ms/step >5, 560/693, d1=0.694, d2=0.679 g=0.790 2/2 [==============================] - 0s 11ms/step >5, 561/693, d1=0.696, d2=0.657 g=0.920 2/2 [==============================] - 0s 10ms/step >5, 562/693, d1=0.698, d2=0.669 g=0.923 2/2 [==============================] - 0s 11ms/step >5, 563/693, d1=0.696, d2=0.692 g=0.983 2/2 [==============================] - 0s 10ms/step >5, 564/693, d1=0.691, d2=0.673 g=0.793 2/2 [==============================] - 0s 8ms/step >5, 565/693, d1=0.698, d2=0.696 g=0.886 2/2 [==============================] - 0s 9ms/step >5, 566/693, d1=0.691, d2=0.665 g=0.977 2/2 [==============================] - 0s 10ms/step >5, 567/693, d1=0.704, d2=0.618 g=0.882 2/2 [==============================] - 0s 10ms/step >5, 568/693, d1=0.693, d2=0.678 g=0.942 2/2 [==============================] - 0s 10ms/step >5, 569/693, d1=0.694, d2=0.673 g=0.980 2/2 [==============================] - 0s 10ms/step >5, 570/693, d1=0.693, d2=0.679 g=0.848 2/2 [==============================] - 0s 10ms/step >5, 571/693, d1=0.686, d2=0.678 g=1.050 2/2 [==============================] - 0s 11ms/step >5, 572/693, d1=0.684, d2=0.658 g=0.956 2/2 [==============================] - 0s 10ms/step >5, 573/693, d1=0.704, d2=0.669 g=1.130 2/2 [==============================] - 0s 10ms/step >5, 574/693, d1=0.689, d2=0.686 g=0.908 2/2 [==============================] - 0s 12ms/step >5, 575/693, d1=0.679, d2=0.651 g=0.937 2/2 [==============================] - 0s 10ms/step >5, 576/693, d1=0.686, d2=0.645 g=0.910 2/2 [==============================] - 0s 10ms/step >5, 577/693, d1=0.681, d2=0.648 g=0.707 2/2 [==============================] - 0s 11ms/step >5, 578/693, d1=0.700, d2=0.687 g=0.948 2/2 [==============================] - 0s 10ms/step >5, 579/693, d1=0.693, d2=0.646 g=0.937 2/2 [==============================] - 0s 11ms/step >5, 580/693, d1=0.691, d2=0.671 g=0.835 2/2 [==============================] - 0s 11ms/step >5, 581/693, d1=0.695, d2=0.694 g=0.733 2/2 [==============================] - 0s 11ms/step >5, 582/693, d1=0.677, d2=0.636 g=0.840 2/2 [==============================] - 0s 10ms/step >5, 583/693, d1=0.683, d2=0.675 g=0.884 2/2 [==============================] - 0s 11ms/step >5, 584/693, d1=0.690, d2=0.695 g=0.969 2/2 [==============================] - 0s 11ms/step >5, 585/693, d1=0.676, d2=0.677 g=0.975 2/2 [==============================] - 0s 11ms/step >5, 586/693, d1=0.690, d2=0.705 g=1.303 2/2 [==============================] - 0s 10ms/step >5, 587/693, d1=0.678, d2=0.696 g=0.924 2/2 [==============================] - 0s 10ms/step >5, 588/693, d1=0.684, d2=0.683 g=1.005 2/2 [==============================] - 0s 10ms/step >5, 589/693, d1=0.686, d2=0.673 g=1.007 2/2 [==============================] - 0s 10ms/step >5, 590/693, d1=0.702, d2=0.717 g=0.874 2/2 [==============================] - 0s 13ms/step >5, 591/693, d1=0.682, d2=0.721 g=0.817 2/2 [==============================] - 0s 10ms/step >5, 592/693, d1=0.678, d2=0.667 g=0.843 2/2 [==============================] - 0s 10ms/step >5, 593/693, d1=0.687, d2=0.690 g=1.009 2/2 [==============================] - 0s 11ms/step >5, 594/693, d1=0.692, d2=0.686 g=0.919 2/2 [==============================] - 0s 10ms/step >5, 595/693, d1=0.687, d2=0.677 g=0.959 2/2 [==============================] - 0s 10ms/step >5, 596/693, d1=0.677, d2=0.694 g=0.745 2/2 [==============================] - 0s 11ms/step >5, 597/693, d1=0.680, d2=0.642 g=1.021 2/2 [==============================] - 0s 11ms/step >5, 598/693, d1=0.691, d2=0.684 g=0.868 2/2 [==============================] - 0s 10ms/step >5, 599/693, d1=0.667, d2=0.688 g=0.872 2/2 [==============================] - 0s 10ms/step >5, 600/693, d1=0.675, d2=0.682 g=0.928 2/2 [==============================] - 0s 10ms/step >5, 601/693, d1=0.679, d2=0.688 g=0.926 2/2 [==============================] - 0s 11ms/step >5, 602/693, d1=0.678, d2=0.652 g=1.078 2/2 [==============================] - 0s 10ms/step >5, 603/693, d1=0.680, d2=0.655 g=1.065 2/2 [==============================] - 0s 16ms/step >5, 604/693, d1=0.682, d2=0.683 g=0.879 2/2 [==============================] - 0s 10ms/step >5, 605/693, d1=0.677, d2=0.667 g=0.815 2/2 [==============================] - 0s 11ms/step >5, 606/693, d1=0.684, d2=0.688 g=0.877 2/2 [==============================] - 0s 10ms/step >5, 607/693, d1=0.669, d2=0.670 g=0.922 2/2 [==============================] - 0s 18ms/step >5, 608/693, d1=0.679, d2=0.684 g=0.968 2/2 [==============================] - 0s 11ms/step >5, 609/693, d1=0.678, d2=0.696 g=0.931 2/2 [==============================] - 0s 10ms/step >5, 610/693, d1=0.665, d2=0.665 g=1.030 2/2 [==============================] - 0s 11ms/step >5, 611/693, d1=0.678, d2=0.684 g=0.882 2/2 [==============================] - 0s 9ms/step >5, 612/693, d1=0.689, d2=0.695 g=0.975 2/2 [==============================] - 0s 10ms/step >5, 613/693, d1=0.671, d2=0.666 g=0.963 2/2 [==============================] - 0s 11ms/step >5, 614/693, d1=0.681, d2=0.687 g=0.820 2/2 [==============================] - 0s 11ms/step >5, 615/693, d1=0.679, d2=0.675 g=0.811 2/2 [==============================] - 0s 11ms/step >5, 616/693, d1=0.676, d2=0.720 g=0.867 2/2 [==============================] - 0s 10ms/step >5, 617/693, d1=0.683, d2=0.699 g=0.867 2/2 [==============================] - 0s 10ms/step >5, 618/693, d1=0.681, d2=0.676 g=0.953 2/2 [==============================] - 0s 10ms/step >5, 619/693, d1=0.682, d2=0.725 g=0.764 2/2 [==============================] - 0s 10ms/step >5, 620/693, d1=0.690, d2=0.689 g=0.831 2/2 [==============================] - 0s 10ms/step >5, 621/693, d1=0.671, d2=0.672 g=1.056 2/2 [==============================] - 0s 12ms/step >5, 622/693, d1=0.674, d2=0.683 g=0.777 2/2 [==============================] - 0s 9ms/step >5, 623/693, d1=0.676, d2=0.688 g=0.979 2/2 [==============================] - 0s 10ms/step >5, 624/693, d1=0.683, d2=0.682 g=0.979 2/2 [==============================] - 0s 11ms/step >5, 625/693, d1=0.682, d2=0.619 g=0.866 2/2 [==============================] - 0s 11ms/step >5, 626/693, d1=0.678, d2=0.615 g=0.913 2/2 [==============================] - 0s 10ms/step >5, 627/693, d1=0.673, d2=0.589 g=0.989 2/2 [==============================] - 0s 10ms/step >5, 628/693, d1=0.668, d2=0.680 g=0.834 2/2 [==============================] - 0s 11ms/step >5, 629/693, d1=0.663, d2=0.654 g=0.965 2/2 [==============================] - 0s 11ms/step >5, 630/693, d1=0.667, d2=0.711 g=0.837 2/2 [==============================] - 0s 10ms/step >5, 631/693, d1=0.670, d2=0.723 g=0.975 2/2 [==============================] - 0s 10ms/step >5, 632/693, d1=0.678, d2=0.697 g=0.783 2/2 [==============================] - 0s 11ms/step >5, 633/693, d1=0.667, d2=0.657 g=0.938 2/2 [==============================] - 0s 11ms/step >5, 634/693, d1=0.673, d2=0.713 g=0.826 2/2 [==============================] - 0s 11ms/step >5, 635/693, d1=0.682, d2=0.683 g=0.975 2/2 [==============================] - 0s 10ms/step >5, 636/693, d1=0.681, d2=0.667 g=0.914 2/2 [==============================] - 0s 10ms/step >5, 637/693, d1=0.669, d2=0.691 g=0.969 2/2 [==============================] - 0s 9ms/step >5, 638/693, d1=0.670, d2=0.682 g=0.843 2/2 [==============================] - 0s 10ms/step >5, 639/693, d1=0.666, d2=0.704 g=0.969 2/2 [==============================] - 0s 10ms/step >5, 640/693, d1=0.669, d2=0.659 g=0.807 2/2 [==============================] - 0s 11ms/step >5, 641/693, d1=0.676, d2=0.692 g=0.880 2/2 [==============================] - 0s 10ms/step >5, 642/693, d1=0.664, d2=0.701 g=0.854 2/2 [==============================] - 0s 12ms/step >5, 643/693, d1=0.684, d2=0.716 g=1.048 2/2 [==============================] - 0s 10ms/step >5, 644/693, d1=0.661, d2=0.734 g=0.804 2/2 [==============================] - 0s 11ms/step >5, 645/693, d1=0.680, d2=0.704 g=0.809 2/2 [==============================] - 0s 10ms/step >5, 646/693, d1=0.668, d2=0.729 g=0.972 2/2 [==============================] - 0s 11ms/step >5, 647/693, d1=0.674, d2=0.713 g=0.814 2/2 [==============================] - 0s 9ms/step >5, 648/693, d1=0.679, d2=0.708 g=1.006 2/2 [==============================] - 0s 10ms/step >5, 649/693, d1=0.684, d2=0.695 g=1.086 2/2 [==============================] - 0s 10ms/step >5, 650/693, d1=0.689, d2=0.714 g=0.905 2/2 [==============================] - 0s 11ms/step >5, 651/693, d1=0.672, d2=0.709 g=0.774 2/2 [==============================] - 0s 10ms/step >5, 652/693, d1=0.675, d2=0.689 g=0.959 2/2 [==============================] - 0s 10ms/step >5, 653/693, d1=0.679, d2=0.718 g=1.006 2/2 [==============================] - 0s 10ms/step >5, 654/693, d1=0.678, d2=0.702 g=0.889 2/2 [==============================] - 0s 11ms/step >5, 655/693, d1=0.673, d2=0.698 g=1.016 2/2 [==============================] - 0s 10ms/step >5, 656/693, d1=0.686, d2=0.648 g=0.832 2/2 [==============================] - 0s 10ms/step >5, 657/693, d1=0.683, d2=0.674 g=0.986 2/2 [==============================] - 0s 12ms/step >5, 658/693, d1=0.689, d2=0.660 g=1.174 2/2 [==============================] - 0s 9ms/step >5, 659/693, d1=0.687, d2=0.657 g=0.783 2/2 [==============================] - 0s 11ms/step >5, 660/693, d1=0.684, d2=0.681 g=1.033 2/2 [==============================] - 0s 10ms/step >5, 661/693, d1=0.687, d2=0.672 g=1.122 2/2 [==============================] - 0s 10ms/step >5, 662/693, d1=0.693, d2=0.682 g=0.950 2/2 [==============================] - 0s 11ms/step >5, 663/693, d1=0.681, d2=0.665 g=1.031 2/2 [==============================] - 0s 9ms/step >5, 664/693, d1=0.686, d2=0.663 g=0.843 2/2 [==============================] - 0s 10ms/step >5, 665/693, d1=0.682, d2=0.643 g=0.979 2/2 [==============================] - 0s 11ms/step >5, 666/693, d1=0.680, d2=0.672 g=0.981 2/2 [==============================] - 0s 10ms/step >5, 667/693, d1=0.676, d2=0.661 g=0.880 2/2 [==============================] - 0s 10ms/step >5, 668/693, d1=0.681, d2=0.708 g=0.970 2/2 [==============================] - 0s 9ms/step >5, 669/693, d1=0.670, d2=0.671 g=0.885 2/2 [==============================] - 0s 10ms/step >5, 670/693, d1=0.688, d2=0.655 g=0.906 2/2 [==============================] - 0s 10ms/step >5, 671/693, d1=0.684, d2=0.691 g=1.064 2/2 [==============================] - 0s 10ms/step >5, 672/693, d1=0.691, d2=0.697 g=0.985 2/2 [==============================] - 0s 11ms/step >5, 673/693, d1=0.687, d2=0.696 g=0.881 2/2 [==============================] - 0s 10ms/step >5, 674/693, d1=0.682, d2=0.691 g=0.883 2/2 [==============================] - 0s 10ms/step >5, 675/693, d1=0.688, d2=0.681 g=0.926 2/2 [==============================] - 0s 11ms/step >5, 676/693, d1=0.682, d2=0.681 g=1.217 2/2 [==============================] - 0s 11ms/step >5, 677/693, d1=0.690, d2=0.678 g=1.020 2/2 [==============================] - 0s 10ms/step >5, 678/693, d1=0.681, d2=0.689 g=0.980 2/2 [==============================] - 0s 10ms/step >5, 679/693, d1=0.686, d2=0.662 g=0.895 2/2 [==============================] - 0s 11ms/step >5, 680/693, d1=0.694, d2=0.685 g=0.830 2/2 [==============================] - 0s 10ms/step >5, 681/693, d1=0.692, d2=0.701 g=0.991 2/2 [==============================] - 0s 10ms/step >5, 682/693, d1=0.692, d2=0.685 g=0.936 2/2 [==============================] - 0s 10ms/step >5, 683/693, d1=0.693, d2=0.707 g=0.920 2/2 [==============================] - 0s 10ms/step >5, 684/693, d1=0.689, d2=0.679 g=1.181 2/2 [==============================] - 0s 10ms/step >5, 685/693, d1=0.697, d2=0.646 g=0.927 2/2 [==============================] - 0s 11ms/step >5, 686/693, d1=0.685, d2=0.675 g=0.940 2/2 [==============================] - 0s 10ms/step >5, 687/693, d1=0.691, d2=0.690 g=0.937 2/2 [==============================] - 0s 10ms/step >5, 688/693, d1=0.695, d2=0.647 g=0.849 2/2 [==============================] - 0s 10ms/step >5, 689/693, d1=0.690, d2=0.670 g=0.889 2/2 [==============================] - 0s 11ms/step >5, 690/693, d1=0.688, d2=0.658 g=0.891 2/2 [==============================] - 0s 10ms/step >5, 691/693, d1=0.687, d2=0.689 g=1.176 2/2 [==============================] - 0s 10ms/step >5, 692/693, d1=0.675, d2=0.644 g=1.033 2/2 [==============================] - 0s 16ms/step >5, 693/693, d1=0.694, d2=0.657 g=0.992 2/2 [==============================] - 0s 11ms/step >6, 1/693, d1=0.681, d2=0.677 g=0.995 2/2 [==============================] - 0s 11ms/step >6, 2/693, d1=0.680, d2=0.700 g=0.900 2/2 [==============================] - 0s 10ms/step >6, 3/693, d1=0.685, d2=0.682 g=0.888 2/2 [==============================] - 0s 10ms/step >6, 4/693, d1=0.670, d2=0.674 g=0.959 2/2 [==============================] - 0s 10ms/step >6, 5/693, d1=0.678, d2=0.694 g=0.943 2/2 [==============================] - 0s 10ms/step >6, 6/693, d1=0.680, d2=0.670 g=0.956 2/2 [==============================] - 0s 10ms/step >6, 7/693, d1=0.682, d2=0.679 g=0.898 2/2 [==============================] - 0s 11ms/step >6, 8/693, d1=0.677, d2=0.707 g=0.893 2/2 [==============================] - 0s 10ms/step >6, 9/693, d1=0.684, d2=0.690 g=1.097 2/2 [==============================] - 0s 10ms/step >6, 10/693, d1=0.682, d2=0.640 g=0.973 2/2 [==============================] - 0s 11ms/step >6, 11/693, d1=0.692, d2=0.665 g=0.891 2/2 [==============================] - 0s 11ms/step >6, 12/693, d1=0.668, d2=0.658 g=1.042 2/2 [==============================] - 0s 10ms/step >6, 13/693, d1=0.685, d2=0.699 g=0.963 2/2 [==============================] - 0s 12ms/step >6, 14/693, d1=0.678, d2=0.675 g=0.811 2/2 [==============================] - 0s 9ms/step >6, 15/693, d1=0.683, d2=0.687 g=0.997 2/2 [==============================] - 0s 10ms/step >6, 16/693, d1=0.679, d2=0.658 g=0.887 2/2 [==============================] - 0s 11ms/step >6, 17/693, d1=0.681, d2=0.690 g=0.837 2/2 [==============================] - 0s 10ms/step >6, 18/693, d1=0.682, d2=0.690 g=0.945 2/2 [==============================] - 0s 11ms/step >6, 19/693, d1=0.688, d2=0.674 g=0.898 2/2 [==============================] - 0s 9ms/step >6, 20/693, d1=0.670, d2=0.694 g=0.830 2/2 [==============================] - 0s 10ms/step >6, 21/693, d1=0.678, d2=0.694 g=1.089 2/2 [==============================] - 0s 10ms/step >6, 22/693, d1=0.688, d2=0.671 g=0.832 2/2 [==============================] - 0s 10ms/step >6, 23/693, d1=0.688, d2=0.672 g=0.829 2/2 [==============================] - 0s 11ms/step >6, 24/693, d1=0.680, d2=0.697 g=1.071 2/2 [==============================] - 0s 11ms/step >6, 25/693, d1=0.691, d2=0.699 g=0.832 2/2 [==============================] - 0s 11ms/step >6, 26/693, d1=0.676, d2=0.697 g=1.021 2/2 [==============================] - 0s 10ms/step >6, 27/693, d1=0.689, d2=0.707 g=0.931 2/2 [==============================] - 0s 10ms/step >6, 28/693, d1=0.688, d2=0.669 g=0.911 2/2 [==============================] - 0s 10ms/step >6, 29/693, d1=0.683, d2=0.702 g=0.846 2/2 [==============================] - 0s 10ms/step >6, 30/693, d1=0.689, d2=0.676 g=1.134 2/2 [==============================] - 0s 11ms/step >6, 31/693, d1=0.694, d2=0.706 g=0.851 2/2 [==============================] - 0s 11ms/step >6, 32/693, d1=0.691, d2=0.647 g=0.999 2/2 [==============================] - 0s 11ms/step >6, 33/693, d1=0.684, d2=0.661 g=0.906 2/2 [==============================] - 0s 11ms/step >6, 34/693, d1=0.688, d2=0.635 g=0.953 2/2 [==============================] - 0s 9ms/step >6, 35/693, d1=0.699, d2=0.661 g=0.762 2/2 [==============================] - 0s 11ms/step >6, 36/693, d1=0.703, d2=0.667 g=0.860 2/2 [==============================] - 0s 10ms/step >6, 37/693, d1=0.700, d2=0.666 g=1.004 2/2 [==============================] - 0s 10ms/step >6, 38/693, d1=0.680, d2=0.639 g=1.092 2/2 [==============================] - 0s 10ms/step >6, 39/693, d1=0.686, d2=0.671 g=0.953 2/2 [==============================] - 0s 11ms/step >6, 40/693, d1=0.679, d2=0.661 g=0.969 2/2 [==============================] - 0s 10ms/step >6, 41/693, d1=0.682, d2=0.672 g=0.818 2/2 [==============================] - 0s 10ms/step >6, 42/693, d1=0.678, d2=0.687 g=1.101 2/2 [==============================] - 0s 10ms/step >6, 43/693, d1=0.679, d2=0.685 g=1.209 2/2 [==============================] - 0s 10ms/step >6, 44/693, d1=0.684, d2=0.663 g=1.026 2/2 [==============================] - 0s 10ms/step >6, 45/693, d1=0.685, d2=0.703 g=1.021 2/2 [==============================] - 0s 10ms/step >6, 46/693, d1=0.691, d2=0.668 g=1.027 2/2 [==============================] - 0s 11ms/step >6, 47/693, d1=0.685, d2=0.690 g=0.826 2/2 [==============================] - 0s 11ms/step >6, 48/693, d1=0.696, d2=0.711 g=0.845 2/2 [==============================] - 0s 11ms/step >6, 49/693, d1=0.686, d2=0.690 g=0.691 2/2 [==============================] - 0s 10ms/step >6, 50/693, d1=0.696, d2=0.672 g=0.926 2/2 [==============================] - 0s 10ms/step >6, 51/693, d1=0.698, d2=0.685 g=1.082 2/2 [==============================] - 0s 11ms/step >6, 52/693, d1=0.692, d2=0.701 g=1.047 2/2 [==============================] - 0s 11ms/step >6, 53/693, d1=0.700, d2=0.688 g=0.833 2/2 [==============================] - 0s 10ms/step >6, 54/693, d1=0.698, d2=0.661 g=0.935 2/2 [==============================] - 0s 10ms/step >6, 55/693, d1=0.681, d2=0.661 g=1.055 2/2 [==============================] - 0s 11ms/step >6, 56/693, d1=0.691, d2=0.627 g=0.924 2/2 [==============================] - 0s 11ms/step >6, 57/693, d1=0.697, d2=0.697 g=0.889 2/2 [==============================] - 0s 11ms/step >6, 58/693, d1=0.697, d2=0.683 g=0.852 2/2 [==============================] - 0s 11ms/step >6, 59/693, d1=0.681, d2=0.687 g=1.032 2/2 [==============================] - 0s 12ms/step >6, 60/693, d1=0.701, d2=0.644 g=0.890 2/2 [==============================] - 0s 11ms/step >6, 61/693, d1=0.696, d2=0.659 g=0.945 2/2 [==============================] - 0s 10ms/step >6, 62/693, d1=0.698, d2=0.677 g=1.001 2/2 [==============================] - 0s 11ms/step >6, 63/693, d1=0.690, d2=0.670 g=1.092 2/2 [==============================] - 0s 10ms/step >6, 64/693, d1=0.685, d2=0.680 g=0.940 2/2 [==============================] - 0s 12ms/step >6, 65/693, d1=0.680, d2=0.670 g=0.851 2/2 [==============================] - 0s 10ms/step >6, 66/693, d1=0.682, d2=0.678 g=0.992 2/2 [==============================] - 0s 11ms/step >6, 67/693, d1=0.688, d2=0.669 g=1.055 2/2 [==============================] - 0s 10ms/step >6, 68/693, d1=0.689, d2=0.653 g=1.044 2/2 [==============================] - 0s 10ms/step >6, 69/693, d1=0.681, d2=0.666 g=0.903 2/2 [==============================] - 0s 10ms/step >6, 70/693, d1=0.676, d2=0.646 g=0.962 2/2 [==============================] - 0s 10ms/step >6, 71/693, d1=0.675, d2=0.650 g=1.069 2/2 [==============================] - 0s 10ms/step >6, 72/693, d1=0.671, d2=0.667 g=0.910 2/2 [==============================] - 0s 11ms/step >6, 73/693, d1=0.683, d2=0.659 g=0.956 2/2 [==============================] - 0s 11ms/step >6, 74/693, d1=0.677, d2=0.658 g=0.884 2/2 [==============================] - 0s 11ms/step >6, 75/693, d1=0.672, d2=0.682 g=0.984 2/2 [==============================] - 0s 11ms/step >6, 76/693, d1=0.663, d2=0.672 g=1.072 2/2 [==============================] - 0s 10ms/step >6, 77/693, d1=0.664, d2=0.686 g=0.742 2/2 [==============================] - 0s 10ms/step >6, 78/693, d1=0.669, d2=0.683 g=0.931 2/2 [==============================] - 0s 10ms/step >6, 79/693, d1=0.665, d2=0.699 g=1.126 2/2 [==============================] - 0s 10ms/step >6, 80/693, d1=0.674, d2=0.717 g=0.871 2/2 [==============================] - 0s 10ms/step >6, 81/693, d1=0.670, d2=0.697 g=0.871 2/2 [==============================] - 0s 12ms/step >6, 82/693, d1=0.684, d2=0.699 g=0.820 2/2 [==============================] - 0s 11ms/step >6, 83/693, d1=0.685, d2=0.701 g=0.814 2/2 [==============================] - 0s 11ms/step >6, 84/693, d1=0.662, d2=0.758 g=0.998 2/2 [==============================] - 0s 11ms/step >6, 85/693, d1=0.680, d2=0.724 g=0.797 2/2 [==============================] - 0s 10ms/step >6, 86/693, d1=0.664, d2=0.730 g=0.902 2/2 [==============================] - 0s 10ms/step >6, 87/693, d1=0.688, d2=0.726 g=0.856 2/2 [==============================] - 0s 10ms/step >6, 88/693, d1=0.668, d2=0.743 g=1.229 2/2 [==============================] - 0s 11ms/step >6, 89/693, d1=0.682, d2=0.708 g=0.817 2/2 [==============================] - 0s 10ms/step >6, 90/693, d1=0.684, d2=0.708 g=1.267 2/2 [==============================] - 0s 11ms/step >6, 91/693, d1=0.688, d2=0.710 g=0.773 2/2 [==============================] - 0s 10ms/step >6, 92/693, d1=0.687, d2=0.705 g=0.823 2/2 [==============================] - 0s 10ms/step >6, 93/693, d1=0.695, d2=0.698 g=1.149 2/2 [==============================] - 0s 11ms/step >6, 94/693, d1=0.682, d2=0.698 g=0.894 2/2 [==============================] - 0s 11ms/step >6, 95/693, d1=0.680, d2=0.690 g=0.788 2/2 [==============================] - 0s 10ms/step >6, 96/693, d1=0.684, d2=0.691 g=1.176 2/2 [==============================] - 0s 10ms/step >6, 97/693, d1=0.687, d2=0.666 g=1.080 2/2 [==============================] - 0s 11ms/step >6, 98/693, d1=0.690, d2=0.669 g=0.884 2/2 [==============================] - 0s 10ms/step >6, 99/693, d1=0.680, d2=0.673 g=0.805 2/2 [==============================] - 0s 11ms/step >6, 100/693, d1=0.690, d2=0.649 g=0.858 2/2 [==============================] - 0s 10ms/step >6, 101/693, d1=0.683, d2=0.681 g=0.967 2/2 [==============================] - 0s 11ms/step >6, 102/693, d1=0.680, d2=0.685 g=0.856 2/2 [==============================] - 0s 11ms/step >6, 103/693, d1=0.677, d2=0.654 g=1.106 2/2 [==============================] - 0s 10ms/step >6, 104/693, d1=0.680, d2=0.683 g=0.969 2/2 [==============================] - 0s 10ms/step >6, 105/693, d1=0.681, d2=0.686 g=1.039 2/2 [==============================] - 0s 11ms/step >6, 106/693, d1=0.679, d2=0.660 g=1.097 2/2 [==============================] - 0s 11ms/step >6, 107/693, d1=0.680, d2=0.670 g=1.180 2/2 [==============================] - 0s 11ms/step >6, 108/693, d1=0.673, d2=0.685 g=0.888 2/2 [==============================] - 0s 9ms/step >6, 109/693, d1=0.669, d2=0.693 g=0.843 2/2 [==============================] - 0s 9ms/step >6, 110/693, d1=0.666, d2=0.667 g=0.991 2/2 [==============================] - 0s 10ms/step >6, 111/693, d1=0.685, d2=0.661 g=0.790 2/2 [==============================] - 0s 10ms/step >6, 112/693, d1=0.667, d2=0.685 g=1.061 2/2 [==============================] - 0s 10ms/step >6, 113/693, d1=0.694, d2=0.683 g=0.885 2/2 [==============================] - 0s 11ms/step >6, 114/693, d1=0.662, d2=0.657 g=0.888 2/2 [==============================] - 0s 9ms/step >6, 115/693, d1=0.675, d2=0.704 g=0.924 2/2 [==============================] - 0s 10ms/step >6, 116/693, d1=0.674, d2=0.714 g=0.831 2/2 [==============================] - 0s 10ms/step >6, 117/693, d1=0.687, d2=0.702 g=0.877 2/2 [==============================] - 0s 12ms/step >6, 118/693, d1=0.676, d2=0.707 g=0.926 2/2 [==============================] - 0s 10ms/step >6, 119/693, d1=0.698, d2=0.659 g=1.063 2/2 [==============================] - 0s 11ms/step >6, 120/693, d1=0.674, d2=0.701 g=0.974 2/2 [==============================] - 0s 10ms/step >6, 121/693, d1=0.681, d2=0.693 g=0.832 2/2 [==============================] - 0s 13ms/step >6, 122/693, d1=0.680, d2=0.692 g=1.017 2/2 [==============================] - 0s 10ms/step >6, 123/693, d1=0.691, d2=0.712 g=0.832 2/2 [==============================] - 0s 10ms/step >6, 124/693, d1=0.688, d2=0.704 g=0.872 2/2 [==============================] - 0s 10ms/step >6, 125/693, d1=0.687, d2=0.674 g=0.888 2/2 [==============================] - 0s 12ms/step >6, 126/693, d1=0.693, d2=0.708 g=0.835 2/2 [==============================] - 0s 10ms/step >6, 127/693, d1=0.704, d2=0.699 g=0.927 2/2 [==============================] - 0s 11ms/step >6, 128/693, d1=0.692, d2=0.679 g=1.051 2/2 [==============================] - 0s 10ms/step >6, 129/693, d1=0.696, d2=0.675 g=1.050 2/2 [==============================] - 0s 10ms/step >6, 130/693, d1=0.700, d2=0.655 g=1.036 2/2 [==============================] - 0s 10ms/step >6, 131/693, d1=0.694, d2=0.688 g=1.089 2/2 [==============================] - 0s 11ms/step >6, 132/693, d1=0.688, d2=0.670 g=0.846 2/2 [==============================] - 0s 10ms/step >6, 133/693, d1=0.693, d2=0.690 g=1.152 2/2 [==============================] - 0s 9ms/step >6, 134/693, d1=0.696, d2=0.685 g=1.100 2/2 [==============================] - 0s 12ms/step >6, 135/693, d1=0.692, d2=0.628 g=0.897 2/2 [==============================] - 0s 12ms/step >6, 136/693, d1=0.682, d2=0.667 g=0.954 2/2 [==============================] - 0s 10ms/step >6, 137/693, d1=0.693, d2=0.656 g=0.895 2/2 [==============================] - 0s 10ms/step >6, 138/693, d1=0.688, d2=0.651 g=0.902 2/2 [==============================] - 0s 11ms/step >6, 139/693, d1=0.679, d2=0.668 g=0.808 2/2 [==============================] - 0s 11ms/step >6, 140/693, d1=0.690, d2=0.675 g=1.010 2/2 [==============================] - 0s 11ms/step >6, 141/693, d1=0.685, d2=0.673 g=1.045 2/2 [==============================] - 0s 10ms/step >6, 142/693, d1=0.681, d2=0.657 g=0.909 2/2 [==============================] - 0s 10ms/step >6, 143/693, d1=0.690, d2=0.670 g=0.954 2/2 [==============================] - 0s 10ms/step >6, 144/693, d1=0.692, d2=0.677 g=1.004 2/2 [==============================] - 0s 11ms/step >6, 145/693, d1=0.684, d2=0.650 g=0.892 2/2 [==============================] - 0s 10ms/step >6, 146/693, d1=0.669, d2=0.690 g=1.101 2/2 [==============================] - 0s 10ms/step >6, 147/693, d1=0.684, d2=0.699 g=0.902 2/2 [==============================] - 0s 10ms/step >6, 148/693, d1=0.685, d2=0.669 g=0.930 2/2 [==============================] - 0s 11ms/step >6, 149/693, d1=0.691, d2=0.696 g=0.994 2/2 [==============================] - 0s 9ms/step >6, 150/693, d1=0.670, d2=0.700 g=0.892 2/2 [==============================] - 0s 10ms/step >6, 151/693, d1=0.682, d2=0.663 g=0.838 2/2 [==============================] - 0s 10ms/step >6, 152/693, d1=0.693, d2=0.711 g=0.929 2/2 [==============================] - 0s 11ms/step >6, 153/693, d1=0.692, d2=0.666 g=1.086 2/2 [==============================] - 0s 12ms/step >6, 154/693, d1=0.682, d2=0.693 g=0.790 2/2 [==============================] - 0s 11ms/step >6, 155/693, d1=0.679, d2=0.666 g=0.832 2/2 [==============================] - 0s 10ms/step >6, 156/693, d1=0.690, d2=0.687 g=0.946 2/2 [==============================] - 0s 11ms/step >6, 157/693, d1=0.685, d2=0.684 g=0.746 2/2 [==============================] - 0s 10ms/step >6, 158/693, d1=0.695, d2=0.687 g=1.041 2/2 [==============================] - 0s 9ms/step >6, 159/693, d1=0.686, d2=0.694 g=0.981 2/2 [==============================] - 0s 12ms/step >6, 160/693, d1=0.681, d2=0.689 g=1.040 2/2 [==============================] - 0s 10ms/step >6, 161/693, d1=0.687, d2=0.682 g=1.077 2/2 [==============================] - 0s 12ms/step >6, 162/693, d1=0.687, d2=0.660 g=0.888 2/2 [==============================] - 0s 9ms/step >6, 163/693, d1=0.679, d2=0.709 g=0.935 2/2 [==============================] - 0s 10ms/step >6, 164/693, d1=0.675, d2=0.691 g=0.945 2/2 [==============================] - 0s 10ms/step >6, 165/693, d1=0.695, d2=0.703 g=0.995 2/2 [==============================] - 0s 10ms/step >6, 166/693, d1=0.689, d2=0.680 g=0.791 2/2 [==============================] - 0s 10ms/step >6, 167/693, d1=0.678, d2=0.685 g=0.941 2/2 [==============================] - 0s 9ms/step >6, 168/693, d1=0.696, d2=0.688 g=0.942 2/2 [==============================] - 0s 10ms/step >6, 169/693, d1=0.695, d2=0.655 g=0.943 2/2 [==============================] - 0s 9ms/step >6, 170/693, d1=0.694, d2=0.706 g=0.992 2/2 [==============================] - 0s 11ms/step >6, 171/693, d1=0.694, d2=0.686 g=0.984 2/2 [==============================] - 0s 10ms/step >6, 172/693, d1=0.692, d2=0.667 g=1.131 2/2 [==============================] - 0s 12ms/step >6, 173/693, d1=0.680, d2=0.675 g=0.841 2/2 [==============================] - 0s 10ms/step >6, 174/693, d1=0.676, d2=0.645 g=0.833 2/2 [==============================] - 0s 12ms/step >6, 175/693, d1=0.684, d2=0.689 g=0.844 2/2 [==============================] - 0s 10ms/step >6, 176/693, d1=0.677, d2=0.687 g=1.002 2/2 [==============================] - 0s 10ms/step >6, 177/693, d1=0.686, d2=0.656 g=1.181 2/2 [==============================] - 0s 10ms/step >6, 178/693, d1=0.687, d2=0.682 g=0.933 2/2 [==============================] - 0s 10ms/step >6, 179/693, d1=0.687, d2=0.625 g=1.000 2/2 [==============================] - 0s 10ms/step >6, 180/693, d1=0.675, d2=0.675 g=0.934 2/2 [==============================] - 0s 12ms/step >6, 181/693, d1=0.688, d2=0.702 g=0.840 2/2 [==============================] - 0s 10ms/step >6, 182/693, d1=0.683, d2=0.674 g=1.281 2/2 [==============================] - 0s 11ms/step >6, 183/693, d1=0.674, d2=0.685 g=0.842 2/2 [==============================] - 0s 10ms/step >6, 184/693, d1=0.697, d2=0.698 g=0.832 2/2 [==============================] - 0s 11ms/step >6, 185/693, d1=0.683, d2=0.673 g=1.016 2/2 [==============================] - 0s 10ms/step >6, 186/693, d1=0.682, d2=0.670 g=1.085 2/2 [==============================] - 0s 11ms/step >6, 187/693, d1=0.690, d2=0.686 g=0.781 2/2 [==============================] - 0s 10ms/step >6, 188/693, d1=0.692, d2=0.689 g=0.973 2/2 [==============================] - 0s 11ms/step >6, 189/693, d1=0.690, d2=0.672 g=1.029 2/2 [==============================] - 0s 11ms/step >6, 190/693, d1=0.684, d2=0.679 g=0.731 2/2 [==============================] - 0s 11ms/step >6, 191/693, d1=0.688, d2=0.666 g=0.914 2/2 [==============================] - 0s 11ms/step >6, 192/693, d1=0.690, d2=0.688 g=0.935 2/2 [==============================] - 0s 11ms/step >6, 193/693, d1=0.690, d2=0.683 g=1.175 2/2 [==============================] - 0s 11ms/step >6, 194/693, d1=0.692, d2=0.684 g=0.846 2/2 [==============================] - 0s 10ms/step >6, 195/693, d1=0.687, d2=0.705 g=0.944 2/2 [==============================] - 0s 10ms/step >6, 196/693, d1=0.701, d2=0.667 g=1.132 2/2 [==============================] - 0s 11ms/step >6, 197/693, d1=0.682, d2=0.688 g=0.752 2/2 [==============================] - 0s 11ms/step >6, 198/693, d1=0.690, d2=0.658 g=0.745 2/2 [==============================] - 0s 10ms/step >6, 199/693, d1=0.695, d2=0.657 g=0.949 2/2 [==============================] - 0s 9ms/step >6, 200/693, d1=0.698, d2=0.669 g=1.051 2/2 [==============================] - 0s 11ms/step >6, 201/693, d1=0.696, d2=0.662 g=0.900 2/2 [==============================] - 0s 11ms/step >6, 202/693, d1=0.685, d2=0.672 g=0.810 2/2 [==============================] - 0s 10ms/step >6, 203/693, d1=0.686, d2=0.671 g=0.799 2/2 [==============================] - 0s 10ms/step >6, 204/693, d1=0.687, d2=0.670 g=0.859 2/2 [==============================] - 0s 9ms/step >6, 205/693, d1=0.689, d2=0.685 g=0.957 2/2 [==============================] - 0s 10ms/step >6, 206/693, d1=0.679, d2=0.665 g=0.816 2/2 [==============================] - 0s 10ms/step >6, 207/693, d1=0.688, d2=0.650 g=1.043 2/2 [==============================] - 0s 10ms/step >6, 208/693, d1=0.683, d2=0.671 g=0.903 2/2 [==============================] - 0s 10ms/step >6, 209/693, d1=0.688, d2=0.630 g=1.064 2/2 [==============================] - 0s 11ms/step >6, 210/693, d1=0.664, d2=0.674 g=0.872 2/2 [==============================] - 0s 10ms/step >6, 211/693, d1=0.690, d2=0.682 g=0.955 2/2 [==============================] - 0s 10ms/step >6, 212/693, d1=0.692, d2=0.678 g=0.896 2/2 [==============================] - 0s 11ms/step >6, 213/693, d1=0.688, d2=0.659 g=1.120 2/2 [==============================] - 0s 10ms/step >6, 214/693, d1=0.680, d2=0.686 g=0.975 2/2 [==============================] - 0s 10ms/step >6, 215/693, d1=0.688, d2=0.660 g=0.868 2/2 [==============================] - 0s 10ms/step >6, 216/693, d1=0.685, d2=0.663 g=1.187 2/2 [==============================] - 0s 11ms/step >6, 217/693, d1=0.691, d2=0.644 g=1.016 2/2 [==============================] - 0s 11ms/step >6, 218/693, d1=0.687, d2=0.682 g=0.909 2/2 [==============================] - 0s 11ms/step >6, 219/693, d1=0.687, d2=0.663 g=0.961 2/2 [==============================] - 0s 10ms/step >6, 220/693, d1=0.695, d2=0.694 g=0.852 2/2 [==============================] - 0s 10ms/step >6, 221/693, d1=0.685, d2=0.665 g=0.896 2/2 [==============================] - 0s 11ms/step >6, 222/693, d1=0.694, d2=0.662 g=0.901 2/2 [==============================] - 0s 12ms/step >6, 223/693, d1=0.686, d2=0.702 g=1.017 2/2 [==============================] - 0s 12ms/step >6, 224/693, d1=0.686, d2=0.642 g=1.007 2/2 [==============================] - 0s 11ms/step >6, 225/693, d1=0.691, d2=0.665 g=0.887 2/2 [==============================] - 0s 11ms/step >6, 226/693, d1=0.677, d2=0.661 g=1.030 2/2 [==============================] - 0s 10ms/step >6, 227/693, d1=0.683, d2=0.714 g=0.938 2/2 [==============================] - 0s 10ms/step >6, 228/693, d1=0.681, d2=0.698 g=0.986 2/2 [==============================] - 0s 11ms/step >6, 229/693, d1=0.678, d2=0.687 g=1.037 2/2 [==============================] - 0s 11ms/step >6, 230/693, d1=0.700, d2=0.700 g=0.924 2/2 [==============================] - 0s 11ms/step >6, 231/693, d1=0.689, d2=0.711 g=0.946 2/2 [==============================] - 0s 11ms/step >6, 232/693, d1=0.695, d2=0.718 g=0.773 2/2 [==============================] - 0s 10ms/step >6, 233/693, d1=0.704, d2=0.717 g=1.094 2/2 [==============================] - 0s 9ms/step >6, 234/693, d1=0.673, d2=0.709 g=0.802 2/2 [==============================] - 0s 11ms/step >6, 235/693, d1=0.700, d2=0.700 g=0.983 2/2 [==============================] - 0s 10ms/step >6, 236/693, d1=0.696, d2=0.690 g=0.840 2/2 [==============================] - 0s 9ms/step >6, 237/693, d1=0.695, d2=0.697 g=1.003 2/2 [==============================] - 0s 10ms/step >6, 238/693, d1=0.681, d2=0.632 g=0.865 2/2 [==============================] - 0s 12ms/step >6, 239/693, d1=0.695, d2=0.645 g=1.024 2/2 [==============================] - 0s 11ms/step >6, 240/693, d1=0.700, d2=0.685 g=1.021 2/2 [==============================] - 0s 11ms/step >6, 241/693, d1=0.674, d2=0.638 g=1.027 2/2 [==============================] - 0s 10ms/step >6, 242/693, d1=0.689, d2=0.656 g=0.873 2/2 [==============================] - 0s 11ms/step >6, 243/693, d1=0.685, d2=0.647 g=0.984 2/2 [==============================] - 0s 10ms/step >6, 244/693, d1=0.689, d2=0.654 g=1.071 2/2 [==============================] - 0s 11ms/step >6, 245/693, d1=0.682, d2=0.672 g=1.023 2/2 [==============================] - 0s 10ms/step >6, 246/693, d1=0.693, d2=0.629 g=0.922 2/2 [==============================] - 0s 11ms/step >6, 247/693, d1=0.683, d2=0.660 g=0.981 2/2 [==============================] - 0s 12ms/step >6, 248/693, d1=0.693, d2=0.678 g=1.166 2/2 [==============================] - 0s 11ms/step >6, 249/693, d1=0.676, d2=0.660 g=0.871 2/2 [==============================] - 0s 9ms/step >6, 250/693, d1=0.679, d2=0.670 g=0.908 2/2 [==============================] - 0s 10ms/step >6, 251/693, d1=0.671, d2=0.654 g=0.922 2/2 [==============================] - 0s 11ms/step >6, 252/693, d1=0.688, d2=0.683 g=1.154 2/2 [==============================] - 0s 10ms/step >6, 253/693, d1=0.685, d2=0.687 g=1.018 2/2 [==============================] - 0s 9ms/step >6, 254/693, d1=0.689, d2=0.693 g=1.008 2/2 [==============================] - 0s 10ms/step >6, 255/693, d1=0.686, d2=0.682 g=0.796 2/2 [==============================] - 0s 10ms/step >6, 256/693, d1=0.693, d2=0.703 g=0.831 2/2 [==============================] - 0s 9ms/step >6, 257/693, d1=0.684, d2=0.685 g=0.832 2/2 [==============================] - 0s 11ms/step >6, 258/693, d1=0.684, d2=0.704 g=1.044 2/2 [==============================] - 0s 9ms/step >6, 259/693, d1=0.694, d2=0.702 g=0.898 2/2 [==============================] - 0s 10ms/step >6, 260/693, d1=0.690, d2=0.665 g=0.983 2/2 [==============================] - 0s 12ms/step >6, 261/693, d1=0.681, d2=0.655 g=0.780 2/2 [==============================] - 0s 10ms/step >6, 262/693, d1=0.687, d2=0.688 g=0.894 2/2 [==============================] - 0s 11ms/step >6, 263/693, d1=0.687, d2=0.709 g=0.834 2/2 [==============================] - 0s 10ms/step >6, 264/693, d1=0.676, d2=0.705 g=0.993 2/2 [==============================] - 0s 10ms/step >6, 265/693, d1=0.694, d2=0.708 g=0.934 2/2 [==============================] - 0s 11ms/step >6, 266/693, d1=0.697, d2=0.677 g=0.886 2/2 [==============================] - 0s 11ms/step >6, 267/693, d1=0.686, d2=0.683 g=0.931 2/2 [==============================] - 0s 10ms/step >6, 268/693, d1=0.689, d2=0.690 g=0.844 2/2 [==============================] - 0s 11ms/step >6, 269/693, d1=0.679, d2=0.693 g=1.025 2/2 [==============================] - 0s 10ms/step >6, 270/693, d1=0.677, d2=0.665 g=0.943 2/2 [==============================] - 0s 11ms/step >6, 271/693, d1=0.686, d2=0.686 g=0.907 2/2 [==============================] - 0s 10ms/step >6, 272/693, d1=0.680, d2=0.711 g=0.729 2/2 [==============================] - 0s 10ms/step >6, 273/693, d1=0.697, d2=0.697 g=0.795 2/2 [==============================] - 0s 11ms/step >6, 274/693, d1=0.686, d2=0.671 g=1.039 2/2 [==============================] - 0s 11ms/step >6, 275/693, d1=0.680, d2=0.683 g=0.889 2/2 [==============================] - 0s 11ms/step >6, 276/693, d1=0.690, d2=0.687 g=1.106 2/2 [==============================] - 0s 10ms/step >6, 277/693, d1=0.688, d2=0.672 g=1.150 2/2 [==============================] - 0s 10ms/step >6, 278/693, d1=0.686, d2=0.662 g=0.830 2/2 [==============================] - 0s 11ms/step >6, 279/693, d1=0.691, d2=0.665 g=1.054 2/2 [==============================] - 0s 12ms/step >6, 280/693, d1=0.686, d2=0.668 g=0.953 2/2 [==============================] - 0s 10ms/step >6, 281/693, d1=0.677, d2=0.672 g=0.986 2/2 [==============================] - 0s 11ms/step >6, 282/693, d1=0.676, d2=0.684 g=0.997 2/2 [==============================] - 0s 10ms/step >6, 283/693, d1=0.675, d2=0.675 g=0.738 2/2 [==============================] - 0s 11ms/step >6, 284/693, d1=0.684, d2=0.721 g=1.043 2/2 [==============================] - 0s 12ms/step >6, 285/693, d1=0.671, d2=0.702 g=0.842 2/2 [==============================] - 0s 10ms/step >6, 286/693, d1=0.686, d2=0.675 g=1.110 2/2 [==============================] - 0s 10ms/step >6, 287/693, d1=0.675, d2=0.666 g=0.889 2/2 [==============================] - 0s 10ms/step >6, 288/693, d1=0.675, d2=0.665 g=0.836 2/2 [==============================] - 0s 11ms/step >6, 289/693, d1=0.677, d2=0.694 g=0.960 2/2 [==============================] - 0s 10ms/step >6, 290/693, d1=0.681, d2=0.688 g=0.846 2/2 [==============================] - 0s 10ms/step >6, 291/693, d1=0.686, d2=0.690 g=1.045 2/2 [==============================] - 0s 11ms/step >6, 292/693, d1=0.684, d2=0.694 g=1.149 2/2 [==============================] - 0s 11ms/step >6, 293/693, d1=0.681, d2=0.677 g=1.054 2/2 [==============================] - 0s 11ms/step >6, 294/693, d1=0.681, d2=0.685 g=0.993 2/2 [==============================] - 0s 11ms/step >6, 295/693, d1=0.683, d2=0.673 g=0.894 2/2 [==============================] - 0s 11ms/step >6, 296/693, d1=0.678, d2=0.697 g=0.952 2/2 [==============================] - 0s 11ms/step >6, 297/693, d1=0.676, d2=0.643 g=0.949 2/2 [==============================] - 0s 11ms/step >6, 298/693, d1=0.683, d2=0.645 g=0.804 2/2 [==============================] - 0s 11ms/step >6, 299/693, d1=0.684, d2=0.669 g=0.906 2/2 [==============================] - 0s 11ms/step >6, 300/693, d1=0.676, d2=0.685 g=0.950 2/2 [==============================] - 0s 11ms/step >6, 301/693, d1=0.680, d2=0.684 g=1.012 2/2 [==============================] - 0s 11ms/step >6, 302/693, d1=0.673, d2=0.666 g=1.003 2/2 [==============================] - 0s 11ms/step >6, 303/693, d1=0.675, d2=0.678 g=0.811 2/2 [==============================] - 0s 11ms/step >6, 304/693, d1=0.695, d2=0.653 g=1.056 2/2 [==============================] - 0s 10ms/step >6, 305/693, d1=0.686, d2=0.688 g=1.091 2/2 [==============================] - 0s 11ms/step >6, 306/693, d1=0.687, d2=0.670 g=0.960 2/2 [==============================] - 0s 9ms/step >6, 307/693, d1=0.674, d2=0.647 g=0.698 2/2 [==============================] - 0s 11ms/step >6, 308/693, d1=0.676, d2=0.670 g=0.852 2/2 [==============================] - 0s 11ms/step >6, 309/693, d1=0.681, d2=0.684 g=1.186 2/2 [==============================] - 0s 10ms/step >6, 310/693, d1=0.677, d2=0.671 g=0.907 2/2 [==============================] - 0s 10ms/step >6, 311/693, d1=0.679, d2=0.674 g=0.917 2/2 [==============================] - 0s 10ms/step >6, 312/693, d1=0.682, d2=0.647 g=1.050 2/2 [==============================] - 0s 10ms/step >6, 313/693, d1=0.685, d2=0.645 g=0.801 2/2 [==============================] - 0s 13ms/step >6, 314/693, d1=0.674, d2=0.695 g=1.053 2/2 [==============================] - 0s 10ms/step >6, 315/693, d1=0.679, d2=0.666 g=0.914 2/2 [==============================] - 0s 10ms/step >6, 316/693, d1=0.688, d2=0.657 g=0.993 2/2 [==============================] - 0s 10ms/step >6, 317/693, d1=0.675, d2=0.684 g=1.064 2/2 [==============================] - 0s 9ms/step >6, 318/693, d1=0.680, d2=0.677 g=0.997 2/2 [==============================] - 0s 11ms/step >6, 319/693, d1=0.682, d2=0.657 g=0.892 2/2 [==============================] - 0s 10ms/step >6, 320/693, d1=0.676, d2=0.677 g=1.010 2/2 [==============================] - 0s 10ms/step >6, 321/693, d1=0.679, d2=0.630 g=0.745 2/2 [==============================] - 0s 10ms/step >6, 322/693, d1=0.680, d2=0.697 g=0.987 2/2 [==============================] - 0s 11ms/step >6, 323/693, d1=0.678, d2=0.662 g=1.008 2/2 [==============================] - 0s 11ms/step >6, 324/693, d1=0.683, d2=0.652 g=1.019 2/2 [==============================] - 0s 10ms/step >6, 325/693, d1=0.683, d2=0.686 g=0.904 2/2 [==============================] - 0s 11ms/step >6, 326/693, d1=0.672, d2=0.697 g=1.001 2/2 [==============================] - 0s 11ms/step >6, 327/693, d1=0.678, d2=0.676 g=0.754 2/2 [==============================] - 0s 10ms/step >6, 328/693, d1=0.678, d2=0.685 g=1.016 2/2 [==============================] - 0s 10ms/step >6, 329/693, d1=0.684, d2=0.663 g=0.902 2/2 [==============================] - 0s 9ms/step >6, 330/693, d1=0.669, d2=0.649 g=1.016 2/2 [==============================] - 0s 10ms/step >6, 331/693, d1=0.684, d2=0.697 g=1.064 2/2 [==============================] - 0s 10ms/step >6, 332/693, d1=0.674, d2=0.706 g=0.846 2/2 [==============================] - 0s 17ms/step >6, 333/693, d1=0.683, d2=0.670 g=0.969 2/2 [==============================] - 0s 10ms/step >6, 334/693, d1=0.681, d2=0.674 g=0.756 2/2 [==============================] - 0s 11ms/step >6, 335/693, d1=0.686, d2=0.696 g=0.751 2/2 [==============================] - 0s 10ms/step >6, 336/693, d1=0.689, d2=0.676 g=0.997 2/2 [==============================] - 0s 10ms/step >6, 337/693, d1=0.685, d2=0.648 g=0.799 2/2 [==============================] - 0s 11ms/step >6, 338/693, d1=0.669, d2=0.685 g=0.853 2/2 [==============================] - 0s 10ms/step >6, 339/693, d1=0.681, d2=0.693 g=1.017 2/2 [==============================] - 0s 10ms/step >6, 340/693, d1=0.689, d2=0.693 g=1.120 2/2 [==============================] - 0s 11ms/step >6, 341/693, d1=0.689, d2=0.684 g=0.913 2/2 [==============================] - 0s 10ms/step >6, 342/693, d1=0.681, d2=0.645 g=1.123 2/2 [==============================] - 0s 10ms/step >6, 343/693, d1=0.684, d2=0.670 g=0.797 2/2 [==============================] - 0s 10ms/step >6, 344/693, d1=0.688, d2=0.650 g=0.804 2/2 [==============================] - 0s 10ms/step >6, 345/693, d1=0.691, d2=0.680 g=0.729 2/2 [==============================] - 0s 11ms/step >6, 346/693, d1=0.675, d2=0.698 g=0.830 2/2 [==============================] - 0s 10ms/step >6, 347/693, d1=0.670, d2=0.668 g=1.051 2/2 [==============================] - 0s 10ms/step >6, 348/693, d1=0.690, d2=0.700 g=0.949 2/2 [==============================] - 0s 11ms/step >6, 349/693, d1=0.699, d2=0.696 g=0.789 2/2 [==============================] - 0s 9ms/step >6, 350/693, d1=0.686, d2=0.666 g=0.995 2/2 [==============================] - 0s 10ms/step >6, 351/693, d1=0.688, d2=0.669 g=1.040 2/2 [==============================] - 0s 10ms/step >6, 352/693, d1=0.679, d2=0.689 g=0.843 2/2 [==============================] - 0s 11ms/step >6, 353/693, d1=0.699, d2=0.686 g=1.053 2/2 [==============================] - 0s 10ms/step >6, 354/693, d1=0.696, d2=0.691 g=0.839 2/2 [==============================] - 0s 10ms/step >6, 355/693, d1=0.683, d2=0.701 g=1.054 2/2 [==============================] - 0s 11ms/step >6, 356/693, d1=0.685, d2=0.684 g=0.732 2/2 [==============================] - 0s 10ms/step >6, 357/693, d1=0.692, d2=0.679 g=1.253 2/2 [==============================] - 0s 11ms/step >6, 358/693, d1=0.684, d2=0.691 g=0.873 2/2 [==============================] - 0s 11ms/step >6, 359/693, d1=0.690, d2=0.673 g=0.951 2/2 [==============================] - 0s 10ms/step >6, 360/693, d1=0.691, d2=0.676 g=1.046 2/2 [==============================] - 0s 11ms/step >6, 361/693, d1=0.688, d2=0.689 g=1.136 2/2 [==============================] - 0s 11ms/step >6, 362/693, d1=0.672, d2=0.692 g=0.981 2/2 [==============================] - 0s 12ms/step >6, 363/693, d1=0.694, d2=0.694 g=1.150 2/2 [==============================] - 0s 10ms/step >6, 364/693, d1=0.690, d2=0.711 g=0.847 2/2 [==============================] - 0s 10ms/step >6, 365/693, d1=0.673, d2=0.693 g=0.846 2/2 [==============================] - 0s 11ms/step >6, 366/693, d1=0.684, d2=0.691 g=0.849 2/2 [==============================] - 0s 11ms/step >6, 367/693, d1=0.687, d2=0.649 g=0.960 2/2 [==============================] - 0s 11ms/step >6, 368/693, d1=0.684, d2=0.692 g=1.006 2/2 [==============================] - 0s 11ms/step >6, 369/693, d1=0.698, d2=0.689 g=0.954 2/2 [==============================] - 0s 11ms/step >6, 370/693, d1=0.679, d2=0.676 g=1.111 2/2 [==============================] - 0s 10ms/step >6, 371/693, d1=0.681, d2=0.663 g=1.060 2/2 [==============================] - 0s 11ms/step >6, 372/693, d1=0.686, d2=0.631 g=0.859 2/2 [==============================] - 0s 11ms/step >6, 373/693, d1=0.690, d2=0.686 g=0.907 2/2 [==============================] - 0s 10ms/step >6, 374/693, d1=0.683, d2=0.670 g=1.063 2/2 [==============================] - 0s 10ms/step >6, 375/693, d1=0.691, d2=0.667 g=0.803 2/2 [==============================] - 0s 11ms/step >6, 376/693, d1=0.688, d2=0.650 g=1.067 2/2 [==============================] - 0s 9ms/step >6, 377/693, d1=0.697, d2=0.666 g=0.946 2/2 [==============================] - 0s 10ms/step >6, 378/693, d1=0.672, d2=0.657 g=1.006 2/2 [==============================] - 0s 10ms/step >6, 379/693, d1=0.689, d2=0.660 g=1.015 2/2 [==============================] - 0s 11ms/step >6, 380/693, d1=0.688, d2=0.679 g=0.968 2/2 [==============================] - 0s 11ms/step >6, 381/693, d1=0.678, d2=0.650 g=1.077 2/2 [==============================] - 0s 10ms/step >6, 382/693, d1=0.679, d2=0.675 g=0.710 2/2 [==============================] - 0s 11ms/step >6, 383/693, d1=0.691, d2=0.687 g=0.907 2/2 [==============================] - 0s 10ms/step >6, 384/693, d1=0.684, d2=0.651 g=1.020 2/2 [==============================] - 0s 10ms/step >6, 385/693, d1=0.685, d2=0.643 g=1.063 2/2 [==============================] - 0s 10ms/step >6, 386/693, d1=0.681, d2=0.677 g=0.864 2/2 [==============================] - 0s 11ms/step >6, 387/693, d1=0.676, d2=0.652 g=0.851 2/2 [==============================] - 0s 11ms/step >6, 388/693, d1=0.680, d2=0.693 g=1.008 2/2 [==============================] - 0s 10ms/step >6, 389/693, d1=0.670, d2=0.679 g=0.858 2/2 [==============================] - 0s 11ms/step >6, 390/693, d1=0.686, d2=0.663 g=1.106 2/2 [==============================] - 0s 11ms/step >6, 391/693, d1=0.674, d2=0.695 g=0.798 2/2 [==============================] - 0s 10ms/step >6, 392/693, d1=0.689, d2=0.677 g=0.856 2/2 [==============================] - 0s 10ms/step >6, 393/693, d1=0.677, d2=0.666 g=1.049 2/2 [==============================] - 0s 12ms/step >6, 394/693, d1=0.681, d2=0.689 g=0.921 2/2 [==============================] - 0s 10ms/step >6, 395/693, d1=0.663, d2=0.680 g=1.109 2/2 [==============================] - 0s 11ms/step >6, 396/693, d1=0.688, d2=0.647 g=0.742 2/2 [==============================] - 0s 11ms/step >6, 397/693, d1=0.666, d2=0.694 g=1.094 2/2 [==============================] - 0s 10ms/step >6, 398/693, d1=0.672, d2=0.697 g=0.787 2/2 [==============================] - 0s 11ms/step >6, 399/693, d1=0.672, d2=0.695 g=0.857 2/2 [==============================] - 0s 10ms/step >6, 400/693, d1=0.674, d2=0.657 g=0.787 2/2 [==============================] - 0s 12ms/step >6, 401/693, d1=0.663, d2=0.706 g=0.955 2/2 [==============================] - 0s 11ms/step >6, 402/693, d1=0.680, d2=0.681 g=0.849 2/2 [==============================] - 0s 12ms/step >6, 403/693, d1=0.665, d2=0.698 g=0.889 2/2 [==============================] - 0s 10ms/step >6, 404/693, d1=0.675, d2=0.690 g=0.853 2/2 [==============================] - 0s 11ms/step >6, 405/693, d1=0.681, d2=0.707 g=0.895 2/2 [==============================] - 0s 11ms/step >6, 406/693, d1=0.685, d2=0.694 g=0.990 2/2 [==============================] - 0s 10ms/step >6, 407/693, d1=0.671, d2=0.664 g=0.788 2/2 [==============================] - 0s 10ms/step >6, 408/693, d1=0.677, d2=0.678 g=0.842 2/2 [==============================] - 0s 10ms/step >6, 409/693, d1=0.671, d2=0.706 g=0.778 2/2 [==============================] - 0s 10ms/step >6, 410/693, d1=0.698, d2=0.676 g=1.008 2/2 [==============================] - 0s 11ms/step >6, 411/693, d1=0.674, d2=0.700 g=0.900 2/2 [==============================] - 0s 9ms/step >6, 412/693, d1=0.678, d2=0.687 g=0.939 2/2 [==============================] - 0s 10ms/step >6, 413/693, d1=0.690, d2=0.714 g=0.785 2/2 [==============================] - 0s 11ms/step >6, 414/693, d1=0.685, d2=0.710 g=0.923 2/2 [==============================] - 0s 10ms/step >6, 415/693, d1=0.675, d2=0.710 g=1.054 2/2 [==============================] - 0s 11ms/step >6, 416/693, d1=0.687, d2=0.656 g=0.850 2/2 [==============================] - 0s 11ms/step >6, 417/693, d1=0.676, d2=0.700 g=1.060 2/2 [==============================] - 0s 11ms/step >6, 418/693, d1=0.676, d2=0.660 g=1.266 2/2 [==============================] - 0s 9ms/step >6, 419/693, d1=0.685, d2=0.703 g=0.844 2/2 [==============================] - 0s 11ms/step >6, 420/693, d1=0.669, d2=0.682 g=0.835 2/2 [==============================] - 0s 10ms/step >6, 421/693, d1=0.667, d2=0.664 g=0.893 2/2 [==============================] - 0s 11ms/step >6, 422/693, d1=0.684, d2=0.711 g=0.834 2/2 [==============================] - 0s 11ms/step >6, 423/693, d1=0.697, d2=0.681 g=0.838 2/2 [==============================] - 0s 12ms/step >6, 424/693, d1=0.684, d2=0.699 g=0.788 2/2 [==============================] - 0s 10ms/step >6, 425/693, d1=0.690, d2=0.673 g=1.035 2/2 [==============================] - 0s 10ms/step >6, 426/693, d1=0.680, d2=0.667 g=1.002 2/2 [==============================] - 0s 11ms/step >6, 427/693, d1=0.693, d2=0.685 g=1.049 2/2 [==============================] - 0s 10ms/step >6, 428/693, d1=0.683, d2=0.656 g=1.057 2/2 [==============================] - 0s 13ms/step >6, 429/693, d1=0.682, d2=0.716 g=0.957 2/2 [==============================] - 0s 10ms/step >6, 430/693, d1=0.664, d2=0.693 g=0.850 2/2 [==============================] - 0s 11ms/step >6, 431/693, d1=0.682, d2=0.644 g=0.793 2/2 [==============================] - 0s 11ms/step >6, 432/693, d1=0.677, d2=0.684 g=0.834 2/2 [==============================] - 0s 10ms/step >6, 433/693, d1=0.679, d2=0.697 g=1.044 2/2 [==============================] - 0s 10ms/step >6, 434/693, d1=0.668, d2=0.687 g=1.007 2/2 [==============================] - 0s 10ms/step >6, 435/693, d1=0.683, d2=0.716 g=0.943 2/2 [==============================] - 0s 10ms/step >6, 436/693, d1=0.685, d2=0.704 g=0.966 2/2 [==============================] - 0s 11ms/step >6, 437/693, d1=0.676, d2=0.644 g=0.793 2/2 [==============================] - 0s 10ms/step >6, 438/693, d1=0.695, d2=0.660 g=0.838 2/2 [==============================] - 0s 10ms/step >6, 439/693, d1=0.678, d2=0.692 g=1.071 2/2 [==============================] - 0s 11ms/step >6, 440/693, d1=0.689, d2=0.684 g=1.041 2/2 [==============================] - 0s 10ms/step >6, 441/693, d1=0.683, d2=0.686 g=1.046 2/2 [==============================] - 0s 10ms/step >6, 442/693, d1=0.670, d2=0.682 g=0.891 2/2 [==============================] - 0s 10ms/step >6, 443/693, d1=0.676, d2=0.690 g=0.958 2/2 [==============================] - 0s 11ms/step >6, 444/693, d1=0.680, d2=0.670 g=1.107 2/2 [==============================] - 0s 11ms/step >6, 445/693, d1=0.693, d2=0.659 g=0.795 2/2 [==============================] - 0s 10ms/step >6, 446/693, d1=0.679, d2=0.690 g=0.997 2/2 [==============================] - 0s 10ms/step >6, 447/693, d1=0.689, d2=0.703 g=0.910 2/2 [==============================] - 0s 11ms/step >6, 448/693, d1=0.689, d2=0.691 g=0.913 2/2 [==============================] - 0s 11ms/step >6, 449/693, d1=0.675, d2=0.687 g=1.064 2/2 [==============================] - 0s 11ms/step >6, 450/693, d1=0.693, d2=0.672 g=0.857 2/2 [==============================] - 0s 10ms/step >6, 451/693, d1=0.692, d2=0.670 g=1.117 2/2 [==============================] - 0s 11ms/step >6, 452/693, d1=0.686, d2=0.666 g=0.913 2/2 [==============================] - 0s 12ms/step >6, 453/693, d1=0.682, d2=0.665 g=0.855 2/2 [==============================] - 0s 10ms/step >6, 454/693, d1=0.683, d2=0.700 g=0.859 2/2 [==============================] - 0s 10ms/step >6, 455/693, d1=0.688, d2=0.671 g=0.952 2/2 [==============================] - 0s 10ms/step >6, 456/693, d1=0.687, d2=0.660 g=1.091 2/2 [==============================] - 0s 11ms/step >6, 457/693, d1=0.692, d2=0.683 g=1.218 2/2 [==============================] - 0s 10ms/step >6, 458/693, d1=0.682, d2=0.666 g=0.964 2/2 [==============================] - 0s 10ms/step >6, 459/693, d1=0.683, d2=0.671 g=0.949 2/2 [==============================] - 0s 11ms/step >6, 460/693, d1=0.690, d2=0.664 g=0.851 2/2 [==============================] - 0s 11ms/step >6, 461/693, d1=0.685, d2=0.666 g=0.995 2/2 [==============================] - 0s 10ms/step >6, 462/693, d1=0.689, d2=0.676 g=0.987 2/2 [==============================] - 0s 11ms/step >6, 463/693, d1=0.697, d2=0.689 g=0.839 2/2 [==============================] - 0s 10ms/step >6, 464/693, d1=0.673, d2=0.691 g=0.944 2/2 [==============================] - 0s 9ms/step >6, 465/693, d1=0.686, d2=0.673 g=0.780 2/2 [==============================] - 0s 10ms/step >6, 466/693, d1=0.681, d2=0.671 g=0.886 2/2 [==============================] - 0s 11ms/step >6, 467/693, d1=0.682, d2=0.668 g=1.084 2/2 [==============================] - 0s 11ms/step >6, 468/693, d1=0.681, d2=0.663 g=0.738 2/2 [==============================] - 0s 10ms/step >6, 469/693, d1=0.689, d2=0.664 g=0.888 2/2 [==============================] - 0s 11ms/step >6, 470/693, d1=0.684, d2=0.673 g=0.992 2/2 [==============================] - 0s 10ms/step >6, 471/693, d1=0.683, d2=0.669 g=0.785 2/2 [==============================] - 0s 11ms/step >6, 472/693, d1=0.683, d2=0.665 g=0.885 2/2 [==============================] - 0s 11ms/step >6, 473/693, d1=0.680, d2=0.698 g=1.097 2/2 [==============================] - 0s 12ms/step >6, 474/693, d1=0.688, d2=0.706 g=0.905 2/2 [==============================] - 0s 10ms/step >6, 475/693, d1=0.689, d2=0.664 g=0.937 2/2 [==============================] - 0s 11ms/step >6, 476/693, d1=0.692, d2=0.699 g=0.888 2/2 [==============================] - 0s 11ms/step >6, 477/693, d1=0.689, d2=0.690 g=0.957 2/2 [==============================] - 0s 10ms/step >6, 478/693, d1=0.689, d2=0.694 g=0.833 2/2 [==============================] - 0s 11ms/step >6, 479/693, d1=0.671, d2=0.700 g=1.202 2/2 [==============================] - 0s 10ms/step >6, 480/693, d1=0.694, d2=0.695 g=0.849 2/2 [==============================] - 0s 11ms/step >6, 481/693, d1=0.692, d2=0.702 g=1.091 2/2 [==============================] - 0s 10ms/step >6, 482/693, d1=0.687, d2=0.679 g=0.858 2/2 [==============================] - 0s 10ms/step >6, 483/693, d1=0.682, d2=0.653 g=0.905 2/2 [==============================] - 0s 11ms/step >6, 484/693, d1=0.683, d2=0.642 g=0.847 2/2 [==============================] - 0s 10ms/step >6, 485/693, d1=0.680, d2=0.692 g=0.900 2/2 [==============================] - 0s 10ms/step >6, 486/693, d1=0.690, d2=0.670 g=1.217 2/2 [==============================] - 0s 16ms/step >6, 487/693, d1=0.675, d2=0.675 g=0.896 2/2 [==============================] - 0s 10ms/step >6, 488/693, d1=0.692, d2=0.683 g=0.904 2/2 [==============================] - 0s 11ms/step >6, 489/693, d1=0.676, d2=0.701 g=0.795 2/2 [==============================] - 0s 11ms/step >6, 490/693, d1=0.680, d2=0.678 g=0.946 2/2 [==============================] - 0s 10ms/step >6, 491/693, d1=0.691, d2=0.704 g=1.093 2/2 [==============================] - 0s 11ms/step >6, 492/693, d1=0.680, d2=0.662 g=1.007 2/2 [==============================] - 0s 10ms/step >6, 493/693, d1=0.689, d2=0.687 g=1.057 2/2 [==============================] - 0s 11ms/step >6, 494/693, d1=0.669, d2=0.687 g=0.793 2/2 [==============================] - 0s 10ms/step >6, 495/693, d1=0.680, d2=0.682 g=0.950 2/2 [==============================] - 0s 10ms/step >6, 496/693, d1=0.691, d2=0.706 g=1.004 2/2 [==============================] - 0s 10ms/step >6, 497/693, d1=0.680, d2=0.655 g=1.095 2/2 [==============================] - 0s 10ms/step >6, 498/693, d1=0.688, d2=0.675 g=0.735 2/2 [==============================] - 0s 14ms/step >6, 499/693, d1=0.674, d2=0.695 g=1.055 2/2 [==============================] - 0s 11ms/step >6, 500/693, d1=0.684, d2=0.674 g=0.793 2/2 [==============================] - 0s 10ms/step >6, 501/693, d1=0.684, d2=0.700 g=0.936 2/2 [==============================] - 0s 9ms/step >6, 502/693, d1=0.669, d2=0.694 g=0.837 2/2 [==============================] - 0s 10ms/step >6, 503/693, d1=0.672, d2=0.718 g=0.961 2/2 [==============================] - 0s 10ms/step >6, 504/693, d1=0.690, d2=0.679 g=0.967 2/2 [==============================] - 0s 11ms/step >6, 505/693, d1=0.685, d2=0.663 g=0.949 2/2 [==============================] - 0s 10ms/step >6, 506/693, d1=0.676, d2=0.670 g=1.048 2/2 [==============================] - 0s 10ms/step >6, 507/693, d1=0.691, d2=0.708 g=0.956 2/2 [==============================] - 0s 11ms/step >6, 508/693, d1=0.684, d2=0.687 g=0.949 2/2 [==============================] - 0s 10ms/step >6, 509/693, d1=0.686, d2=0.699 g=1.003 2/2 [==============================] - 0s 9ms/step >6, 510/693, d1=0.695, d2=0.690 g=0.688 2/2 [==============================] - 0s 10ms/step >6, 511/693, d1=0.690, d2=0.655 g=0.846 2/2 [==============================] - 0s 11ms/step >6, 512/693, d1=0.682, d2=0.695 g=0.945 2/2 [==============================] - 0s 11ms/step >6, 513/693, d1=0.678, d2=0.696 g=1.001 2/2 [==============================] - 0s 10ms/step >6, 514/693, d1=0.692, d2=0.653 g=0.844 2/2 [==============================] - 0s 10ms/step >6, 515/693, d1=0.694, d2=0.656 g=0.787 2/2 [==============================] - 0s 10ms/step >6, 516/693, d1=0.677, d2=0.678 g=0.965 2/2 [==============================] - 0s 11ms/step >6, 517/693, d1=0.686, d2=0.662 g=0.743 2/2 [==============================] - 0s 10ms/step >6, 518/693, d1=0.682, d2=0.687 g=1.004 2/2 [==============================] - 0s 10ms/step >6, 519/693, d1=0.686, d2=0.692 g=0.994 2/2 [==============================] - 0s 11ms/step >6, 520/693, d1=0.675, d2=0.669 g=0.882 2/2 [==============================] - 0s 10ms/step >6, 521/693, d1=0.679, d2=0.690 g=0.901 2/2 [==============================] - 0s 11ms/step >6, 522/693, d1=0.684, d2=0.662 g=1.050 2/2 [==============================] - 0s 10ms/step >6, 523/693, d1=0.677, d2=0.696 g=0.847 2/2 [==============================] - 0s 13ms/step >6, 524/693, d1=0.678, d2=0.715 g=0.973 2/2 [==============================] - 0s 10ms/step >6, 525/693, d1=0.682, d2=0.703 g=0.742 2/2 [==============================] - 0s 10ms/step >6, 526/693, d1=0.677, d2=0.687 g=1.067 2/2 [==============================] - 0s 11ms/step >6, 527/693, d1=0.684, d2=0.699 g=1.123 2/2 [==============================] - 0s 10ms/step >6, 528/693, d1=0.691, d2=0.670 g=0.914 2/2 [==============================] - 0s 11ms/step >6, 529/693, d1=0.698, d2=0.655 g=1.004 2/2 [==============================] - 0s 9ms/step >6, 530/693, d1=0.678, d2=0.651 g=1.014 2/2 [==============================] - 0s 11ms/step >6, 531/693, d1=0.681, d2=0.671 g=0.913 2/2 [==============================] - 0s 10ms/step >6, 532/693, d1=0.691, d2=0.648 g=0.852 2/2 [==============================] - 0s 11ms/step >6, 533/693, d1=0.668, d2=0.646 g=1.029 2/2 [==============================] - 0s 11ms/step >6, 534/693, d1=0.676, d2=0.674 g=0.962 2/2 [==============================] - 0s 11ms/step >6, 535/693, d1=0.685, d2=0.659 g=0.850 2/2 [==============================] - 0s 10ms/step >6, 536/693, d1=0.677, d2=0.667 g=0.850 2/2 [==============================] - 0s 11ms/step >6, 537/693, d1=0.675, d2=0.661 g=0.883 2/2 [==============================] - 0s 11ms/step >6, 538/693, d1=0.683, d2=0.667 g=0.894 2/2 [==============================] - 0s 11ms/step >6, 539/693, d1=0.674, d2=0.709 g=0.976 2/2 [==============================] - 0s 10ms/step >6, 540/693, d1=0.678, d2=0.695 g=0.971 2/2 [==============================] - 0s 10ms/step >6, 541/693, d1=0.679, d2=0.673 g=0.906 2/2 [==============================] - 0s 11ms/step >6, 542/693, d1=0.678, d2=0.676 g=0.999 2/2 [==============================] - 0s 11ms/step >6, 543/693, d1=0.685, d2=0.685 g=0.940 2/2 [==============================] - 0s 10ms/step >6, 544/693, d1=0.677, d2=0.679 g=0.897 2/2 [==============================] - 0s 9ms/step >6, 545/693, d1=0.686, d2=0.704 g=0.888 2/2 [==============================] - 0s 10ms/step >6, 546/693, d1=0.688, d2=0.672 g=0.997 2/2 [==============================] - 0s 11ms/step >6, 547/693, d1=0.677, d2=0.673 g=0.890 2/2 [==============================] - 0s 11ms/step >6, 548/693, d1=0.679, d2=0.695 g=0.948 2/2 [==============================] - 0s 11ms/step >6, 549/693, d1=0.680, d2=0.688 g=1.120 2/2 [==============================] - 0s 10ms/step >6, 550/693, d1=0.684, d2=0.668 g=0.685 2/2 [==============================] - 0s 10ms/step >6, 551/693, d1=0.687, d2=0.683 g=0.890 2/2 [==============================] - 0s 10ms/step >6, 552/693, d1=0.665, d2=0.674 g=0.844 2/2 [==============================] - 0s 11ms/step >6, 553/693, d1=0.680, d2=0.689 g=0.939 2/2 [==============================] - 0s 11ms/step >6, 554/693, d1=0.683, d2=0.685 g=0.899 2/2 [==============================] - 0s 9ms/step >6, 555/693, d1=0.694, d2=0.686 g=0.890 2/2 [==============================] - 0s 9ms/step >6, 556/693, d1=0.683, d2=0.698 g=0.997 2/2 [==============================] - 0s 10ms/step >6, 557/693, d1=0.682, d2=0.675 g=0.748 2/2 [==============================] - 0s 9ms/step >6, 558/693, d1=0.681, d2=0.658 g=0.951 2/2 [==============================] - 0s 11ms/step >6, 559/693, d1=0.695, d2=0.681 g=0.794 2/2 [==============================] - 0s 10ms/step >6, 560/693, d1=0.684, d2=0.675 g=0.891 2/2 [==============================] - 0s 11ms/step >6, 561/693, d1=0.680, d2=0.638 g=0.895 2/2 [==============================] - 0s 11ms/step >6, 562/693, d1=0.688, d2=0.646 g=1.173 2/2 [==============================] - 0s 11ms/step >6, 563/693, d1=0.684, d2=0.691 g=0.803 2/2 [==============================] - 0s 10ms/step >6, 564/693, d1=0.685, d2=0.698 g=1.110 2/2 [==============================] - 0s 10ms/step >6, 565/693, d1=0.670, d2=0.689 g=1.017 2/2 [==============================] - 0s 11ms/step >6, 566/693, d1=0.681, d2=0.635 g=1.068 2/2 [==============================] - 0s 10ms/step >6, 567/693, d1=0.686, d2=0.656 g=0.915 2/2 [==============================] - 0s 11ms/step >6, 568/693, d1=0.679, d2=0.670 g=0.947 2/2 [==============================] - 0s 9ms/step >6, 569/693, d1=0.679, d2=0.669 g=1.064 2/2 [==============================] - 0s 10ms/step >6, 570/693, d1=0.691, d2=0.652 g=1.216 2/2 [==============================] - 0s 10ms/step >6, 571/693, d1=0.671, d2=0.670 g=0.817 2/2 [==============================] - 0s 12ms/step >6, 572/693, d1=0.683, d2=0.668 g=1.064 2/2 [==============================] - 0s 11ms/step >6, 573/693, d1=0.678, d2=0.673 g=1.010 2/2 [==============================] - 0s 10ms/step >6, 574/693, d1=0.682, d2=0.686 g=0.868 2/2 [==============================] - 0s 11ms/step >6, 575/693, d1=0.679, d2=0.672 g=1.190 2/2 [==============================] - 0s 10ms/step >6, 576/693, d1=0.682, d2=0.688 g=0.812 2/2 [==============================] - 0s 10ms/step >6, 577/693, d1=0.677, d2=0.676 g=0.803 2/2 [==============================] - 0s 10ms/step >6, 578/693, d1=0.680, d2=0.675 g=1.067 2/2 [==============================] - 0s 10ms/step >6, 579/693, d1=0.666, d2=0.670 g=0.923 2/2 [==============================] - 0s 10ms/step >6, 580/693, d1=0.683, d2=0.639 g=0.855 2/2 [==============================] - 0s 10ms/step >6, 581/693, d1=0.690, d2=0.680 g=0.795 2/2 [==============================] - 0s 10ms/step >6, 582/693, d1=0.674, d2=0.710 g=0.683 2/2 [==============================] - 0s 11ms/step >6, 583/693, d1=0.678, d2=0.705 g=0.802 2/2 [==============================] - 0s 10ms/step >6, 584/693, d1=0.675, d2=0.718 g=0.796 2/2 [==============================] - 0s 10ms/step >6, 585/693, d1=0.686, d2=0.679 g=0.955 2/2 [==============================] - 0s 10ms/step >6, 586/693, d1=0.686, d2=0.672 g=0.905 2/2 [==============================] - 0s 10ms/step >6, 587/693, d1=0.678, d2=0.669 g=0.896 2/2 [==============================] - 0s 11ms/step >6, 588/693, d1=0.683, d2=0.691 g=1.163 2/2 [==============================] - 0s 10ms/step >6, 589/693, d1=0.680, d2=0.687 g=1.011 2/2 [==============================] - 0s 10ms/step >6, 590/693, d1=0.687, d2=0.699 g=0.847 2/2 [==============================] - 0s 10ms/step >6, 591/693, d1=0.683, d2=0.686 g=1.269 2/2 [==============================] - 0s 11ms/step >6, 592/693, d1=0.681, d2=0.679 g=0.790 2/2 [==============================] - 0s 11ms/step >6, 593/693, d1=0.684, d2=0.700 g=0.912 2/2 [==============================] - 0s 11ms/step >6, 594/693, d1=0.667, d2=0.694 g=0.946 2/2 [==============================] - 0s 11ms/step >6, 595/693, d1=0.688, d2=0.693 g=1.058 2/2 [==============================] - 0s 10ms/step >6, 596/693, d1=0.692, d2=0.695 g=0.891 2/2 [==============================] - 0s 11ms/step >6, 597/693, d1=0.686, d2=0.684 g=1.011 2/2 [==============================] - 0s 10ms/step >6, 598/693, d1=0.686, d2=0.669 g=1.070 2/2 [==============================] - 0s 11ms/step >6, 599/693, d1=0.685, d2=0.674 g=0.909 2/2 [==============================] - 0s 10ms/step >6, 600/693, d1=0.680, d2=0.675 g=0.793 2/2 [==============================] - 0s 9ms/step >6, 601/693, d1=0.694, d2=0.715 g=1.071 2/2 [==============================] - 0s 10ms/step >6, 602/693, d1=0.686, d2=0.683 g=0.751 2/2 [==============================] - 0s 10ms/step >6, 603/693, d1=0.693, d2=0.677 g=0.918 2/2 [==============================] - 0s 10ms/step >6, 604/693, d1=0.692, d2=0.684 g=1.020 2/2 [==============================] - 0s 15ms/step >6, 605/693, d1=0.688, d2=0.679 g=0.801 2/2 [==============================] - 0s 9ms/step >6, 606/693, d1=0.687, d2=0.689 g=0.974 2/2 [==============================] - 0s 10ms/step >6, 607/693, d1=0.690, d2=0.660 g=0.924 2/2 [==============================] - 0s 10ms/step >6, 608/693, d1=0.691, d2=0.682 g=0.983 2/2 [==============================] - 0s 10ms/step >6, 609/693, d1=0.685, d2=0.679 g=1.183 2/2 [==============================] - 0s 10ms/step >6, 610/693, d1=0.694, d2=0.645 g=1.132 2/2 [==============================] - 0s 10ms/step >6, 611/693, d1=0.690, d2=0.694 g=0.921 2/2 [==============================] - 0s 10ms/step >6, 612/693, d1=0.703, d2=0.643 g=1.038 2/2 [==============================] - 0s 10ms/step >6, 613/693, d1=0.690, d2=0.666 g=1.085 2/2 [==============================] - 0s 10ms/step >6, 614/693, d1=0.684, d2=0.673 g=0.923 2/2 [==============================] - 0s 11ms/step >6, 615/693, d1=0.679, d2=0.655 g=1.081 2/2 [==============================] - 0s 11ms/step >6, 616/693, d1=0.686, d2=0.672 g=0.927 2/2 [==============================] - 0s 11ms/step >6, 617/693, d1=0.680, d2=0.687 g=1.130 2/2 [==============================] - 0s 10ms/step >6, 618/693, d1=0.676, d2=0.685 g=1.040 2/2 [==============================] - 0s 10ms/step >6, 619/693, d1=0.699, d2=0.678 g=0.807 2/2 [==============================] - 0s 10ms/step >6, 620/693, d1=0.690, d2=0.677 g=0.963 2/2 [==============================] - 0s 10ms/step >6, 621/693, d1=0.682, d2=0.655 g=0.969 2/2 [==============================] - 0s 10ms/step >6, 622/693, d1=0.678, d2=0.677 g=0.867 2/2 [==============================] - 0s 11ms/step >6, 623/693, d1=0.677, d2=0.686 g=1.038 2/2 [==============================] - 0s 10ms/step >6, 624/693, d1=0.687, d2=0.665 g=1.029 2/2 [==============================] - 0s 10ms/step >6, 625/693, d1=0.695, d2=0.644 g=1.076 2/2 [==============================] - 0s 11ms/step >6, 626/693, d1=0.690, d2=0.649 g=0.853 2/2 [==============================] - 0s 10ms/step >6, 627/693, d1=0.700, d2=0.665 g=1.232 2/2 [==============================] - 0s 11ms/step >6, 628/693, d1=0.689, d2=0.672 g=1.021 2/2 [==============================] - 0s 10ms/step >6, 629/693, d1=0.690, d2=0.671 g=1.028 2/2 [==============================] - 0s 10ms/step >6, 630/693, d1=0.681, d2=0.680 g=1.198 2/2 [==============================] - 0s 10ms/step >6, 631/693, d1=0.690, d2=0.702 g=0.950 2/2 [==============================] - 0s 10ms/step >6, 632/693, d1=0.682, d2=0.687 g=0.739 2/2 [==============================] - 0s 12ms/step >6, 633/693, d1=0.686, d2=0.678 g=1.025 2/2 [==============================] - 0s 11ms/step >6, 634/693, d1=0.694, d2=0.681 g=1.101 2/2 [==============================] - 0s 10ms/step >6, 635/693, d1=0.693, d2=0.652 g=0.750 2/2 [==============================] - 0s 12ms/step >6, 636/693, d1=0.691, d2=0.662 g=0.802 2/2 [==============================] - 0s 9ms/step >6, 637/693, d1=0.692, d2=0.694 g=1.014 2/2 [==============================] - 0s 10ms/step >6, 638/693, d1=0.685, d2=0.675 g=1.186 2/2 [==============================] - 0s 11ms/step >6, 639/693, d1=0.681, d2=0.692 g=0.915 2/2 [==============================] - 0s 10ms/step >6, 640/693, d1=0.685, d2=0.700 g=1.092 2/2 [==============================] - 0s 10ms/step >6, 641/693, d1=0.687, d2=0.667 g=0.994 2/2 [==============================] - 0s 8ms/step >6, 642/693, d1=0.695, d2=0.658 g=0.974 2/2 [==============================] - 0s 10ms/step >6, 643/693, d1=0.691, d2=0.691 g=0.968 2/2 [==============================] - 0s 10ms/step >6, 644/693, d1=0.690, d2=0.668 g=0.910 2/2 [==============================] - 0s 11ms/step >6, 645/693, d1=0.695, d2=0.665 g=0.977 2/2 [==============================] - 0s 11ms/step >6, 646/693, d1=0.675, d2=0.693 g=1.095 2/2 [==============================] - 0s 10ms/step >6, 647/693, d1=0.688, d2=0.685 g=1.031 2/2 [==============================] - 0s 11ms/step >6, 648/693, d1=0.692, d2=0.664 g=1.097 2/2 [==============================] - 0s 11ms/step >6, 649/693, d1=0.687, d2=0.687 g=1.094 2/2 [==============================] - 0s 11ms/step >6, 650/693, d1=0.684, d2=0.649 g=0.812 2/2 [==============================] - 0s 10ms/step >6, 651/693, d1=0.683, d2=0.671 g=0.762 2/2 [==============================] - 0s 10ms/step >6, 652/693, d1=0.688, d2=0.683 g=0.869 2/2 [==============================] - 0s 11ms/step >6, 653/693, d1=0.675, d2=0.675 g=1.035 2/2 [==============================] - 0s 10ms/step >6, 654/693, d1=0.683, d2=0.703 g=0.865 2/2 [==============================] - 0s 11ms/step >6, 655/693, d1=0.679, d2=0.690 g=0.803 2/2 [==============================] - 0s 9ms/step >6, 656/693, d1=0.690, d2=0.705 g=1.031 2/2 [==============================] - 0s 10ms/step >6, 657/693, d1=0.671, d2=0.667 g=0.854 2/2 [==============================] - 0s 10ms/step >6, 658/693, d1=0.672, d2=0.694 g=0.874 2/2 [==============================] - 0s 10ms/step >6, 659/693, d1=0.673, d2=0.695 g=0.847 2/2 [==============================] - 0s 10ms/step >6, 660/693, d1=0.683, d2=0.681 g=0.958 2/2 [==============================] - 0s 10ms/step >6, 661/693, d1=0.686, d2=0.663 g=0.743 2/2 [==============================] - 0s 11ms/step >6, 662/693, d1=0.676, d2=0.666 g=0.911 2/2 [==============================] - 0s 10ms/step >6, 663/693, d1=0.671, d2=0.705 g=1.077 2/2 [==============================] - 0s 10ms/step >6, 664/693, d1=0.690, d2=0.717 g=1.002 2/2 [==============================] - 0s 12ms/step >6, 665/693, d1=0.680, d2=0.705 g=0.736 2/2 [==============================] - 0s 12ms/step >6, 666/693, d1=0.689, d2=0.707 g=0.911 2/2 [==============================] - 0s 10ms/step >6, 667/693, d1=0.674, d2=0.665 g=0.958 2/2 [==============================] - 0s 12ms/step >6, 668/693, d1=0.676, d2=0.708 g=0.846 2/2 [==============================] - 0s 11ms/step >6, 669/693, d1=0.682, d2=0.646 g=0.666 2/2 [==============================] - 0s 11ms/step >6, 670/693, d1=0.676, d2=0.711 g=0.783 2/2 [==============================] - 0s 11ms/step >6, 671/693, d1=0.674, d2=0.674 g=0.968 2/2 [==============================] - 0s 10ms/step >6, 672/693, d1=0.677, d2=0.675 g=0.800 2/2 [==============================] - 0s 10ms/step >6, 673/693, d1=0.689, d2=0.697 g=0.846 2/2 [==============================] - 0s 11ms/step >6, 674/693, d1=0.683, d2=0.689 g=1.237 2/2 [==============================] - 0s 10ms/step >6, 675/693, d1=0.681, d2=0.704 g=0.912 2/2 [==============================] - 0s 11ms/step >6, 676/693, d1=0.692, d2=0.706 g=0.982 2/2 [==============================] - 0s 10ms/step >6, 677/693, d1=0.686, d2=0.695 g=0.862 2/2 [==============================] - 0s 10ms/step >6, 678/693, d1=0.676, d2=0.666 g=0.887 2/2 [==============================] - 0s 11ms/step >6, 679/693, d1=0.678, d2=0.684 g=0.927 2/2 [==============================] - 0s 12ms/step >6, 680/693, d1=0.687, d2=0.642 g=1.145 2/2 [==============================] - 0s 11ms/step >6, 681/693, d1=0.691, d2=0.667 g=0.918 2/2 [==============================] - 0s 10ms/step >6, 682/693, d1=0.695, d2=0.684 g=0.984 2/2 [==============================] - 0s 10ms/step >6, 683/693, d1=0.683, d2=0.669 g=0.858 2/2 [==============================] - 0s 11ms/step >6, 684/693, d1=0.690, d2=0.671 g=1.146 2/2 [==============================] - 0s 11ms/step >6, 685/693, d1=0.677, d2=0.638 g=0.956 2/2 [==============================] - 0s 11ms/step >6, 686/693, d1=0.681, d2=0.690 g=1.305 2/2 [==============================] - 0s 10ms/step >6, 687/693, d1=0.691, d2=0.675 g=0.753 2/2 [==============================] - 0s 11ms/step >6, 688/693, d1=0.695, d2=0.679 g=0.813 2/2 [==============================] - 0s 10ms/step >6, 689/693, d1=0.677, d2=0.668 g=0.974 2/2 [==============================] - 0s 11ms/step >6, 690/693, d1=0.683, d2=0.666 g=0.992 2/2 [==============================] - 0s 11ms/step >6, 691/693, d1=0.683, d2=0.620 g=1.065 2/2 [==============================] - 0s 10ms/step >6, 692/693, d1=0.679, d2=0.670 g=0.971 2/2 [==============================] - 0s 10ms/step >6, 693/693, d1=0.682, d2=0.692 g=0.973 2/2 [==============================] - 0s 12ms/step >7, 1/693, d1=0.680, d2=0.669 g=1.173 2/2 [==============================] - 0s 11ms/step >7, 2/693, d1=0.680, d2=0.681 g=0.972 2/2 [==============================] - 0s 10ms/step >7, 3/693, d1=0.684, d2=0.669 g=1.015 2/2 [==============================] - 0s 10ms/step >7, 4/693, d1=0.687, d2=0.683 g=0.961 2/2 [==============================] - 0s 12ms/step >7, 5/693, d1=0.681, d2=0.671 g=0.917 2/2 [==============================] - 0s 10ms/step >7, 6/693, d1=0.685, d2=0.695 g=0.794 2/2 [==============================] - 0s 11ms/step >7, 7/693, d1=0.688, d2=0.696 g=0.851 2/2 [==============================] - 0s 11ms/step >7, 8/693, d1=0.683, d2=0.671 g=0.902 2/2 [==============================] - 0s 10ms/step >7, 9/693, d1=0.677, d2=0.704 g=0.858 2/2 [==============================] - 0s 10ms/step >7, 10/693, d1=0.700, d2=0.673 g=1.028 2/2 [==============================] - 0s 11ms/step >7, 11/693, d1=0.682, d2=0.690 g=1.014 2/2 [==============================] - 0s 11ms/step >7, 12/693, d1=0.677, d2=0.678 g=1.079 2/2 [==============================] - 0s 10ms/step >7, 13/693, d1=0.684, d2=0.681 g=0.965 2/2 [==============================] - 0s 10ms/step >7, 14/693, d1=0.688, d2=0.673 g=0.973 2/2 [==============================] - 0s 11ms/step >7, 15/693, d1=0.698, d2=0.690 g=1.081 2/2 [==============================] - 0s 11ms/step >7, 16/693, d1=0.685, d2=0.674 g=0.924 2/2 [==============================] - 0s 10ms/step >7, 17/693, d1=0.685, d2=0.686 g=0.986 2/2 [==============================] - 0s 11ms/step >7, 18/693, d1=0.687, d2=0.686 g=0.924 2/2 [==============================] - 0s 12ms/step >7, 19/693, d1=0.691, d2=0.610 g=1.145 2/2 [==============================] - 0s 11ms/step >7, 20/693, d1=0.684, d2=0.686 g=1.047 2/2 [==============================] - 0s 10ms/step >7, 21/693, d1=0.676, d2=0.694 g=0.996 2/2 [==============================] - 0s 11ms/step >7, 22/693, d1=0.687, d2=0.683 g=0.874 2/2 [==============================] - 0s 10ms/step >7, 23/693, d1=0.684, d2=0.667 g=0.991 2/2 [==============================] - 0s 11ms/step >7, 24/693, d1=0.684, d2=0.670 g=0.752 2/2 [==============================] - 0s 11ms/step >7, 25/693, d1=0.683, d2=0.696 g=0.985 2/2 [==============================] - 0s 10ms/step >7, 26/693, d1=0.691, d2=0.653 g=0.771 2/2 [==============================] - 0s 9ms/step >7, 27/693, d1=0.676, d2=0.664 g=0.877 2/2 [==============================] - 0s 12ms/step >7, 28/693, d1=0.688, d2=0.658 g=0.930 2/2 [==============================] - 0s 10ms/step >7, 29/693, d1=0.685, d2=0.650 g=1.205 2/2 [==============================] - 0s 11ms/step >7, 30/693, d1=0.688, d2=0.695 g=0.974 2/2 [==============================] - 0s 11ms/step >7, 31/693, d1=0.676, d2=0.684 g=0.860 2/2 [==============================] - 0s 10ms/step >7, 32/693, d1=0.690, d2=0.678 g=0.868 2/2 [==============================] - 0s 10ms/step >7, 33/693, d1=0.676, d2=0.687 g=0.858 2/2 [==============================] - 0s 11ms/step >7, 34/693, d1=0.677, d2=0.685 g=0.970 2/2 [==============================] - 0s 10ms/step >7, 35/693, d1=0.678, d2=0.674 g=0.922 2/2 [==============================] - 0s 9ms/step >7, 36/693, d1=0.677, d2=0.698 g=1.101 2/2 [==============================] - 0s 10ms/step >7, 37/693, d1=0.693, d2=0.674 g=0.865 2/2 [==============================] - 0s 11ms/step >7, 38/693, d1=0.679, d2=0.692 g=0.864 2/2 [==============================] - 0s 11ms/step >7, 39/693, d1=0.687, d2=0.697 g=0.860 2/2 [==============================] - 0s 12ms/step >7, 40/693, d1=0.677, d2=0.703 g=0.868 2/2 [==============================] - 0s 11ms/step >7, 41/693, d1=0.678, d2=0.673 g=1.100 2/2 [==============================] - 0s 10ms/step >7, 42/693, d1=0.689, d2=0.642 g=0.996 2/2 [==============================] - 0s 11ms/step >7, 43/693, d1=0.686, d2=0.672 g=0.868 2/2 [==============================] - 0s 10ms/step >7, 44/693, d1=0.683, d2=0.689 g=0.935 2/2 [==============================] - 0s 10ms/step >7, 45/693, d1=0.684, d2=0.686 g=0.927 2/2 [==============================] - 0s 11ms/step >7, 46/693, d1=0.681, d2=0.689 g=0.970 2/2 [==============================] - 0s 11ms/step >7, 47/693, d1=0.681, d2=0.700 g=0.901 2/2 [==============================] - 0s 10ms/step >7, 48/693, d1=0.678, d2=0.672 g=1.045 2/2 [==============================] - 0s 10ms/step >7, 49/693, d1=0.682, d2=0.659 g=0.979 2/2 [==============================] - 0s 10ms/step >7, 50/693, d1=0.674, d2=0.666 g=1.079 2/2 [==============================] - 0s 11ms/step >7, 51/693, d1=0.682, d2=0.688 g=1.158 2/2 [==============================] - 0s 11ms/step >7, 52/693, d1=0.676, d2=0.687 g=1.038 2/2 [==============================] - 0s 10ms/step >7, 53/693, d1=0.684, d2=0.681 g=1.044 2/2 [==============================] - 0s 10ms/step >7, 54/693, d1=0.671, d2=0.695 g=0.936 2/2 [==============================] - 0s 10ms/step >7, 55/693, d1=0.683, d2=0.691 g=0.981 2/2 [==============================] - 0s 11ms/step >7, 56/693, d1=0.679, d2=0.666 g=0.863 2/2 [==============================] - 0s 11ms/step >7, 57/693, d1=0.686, d2=0.666 g=0.882 2/2 [==============================] - 0s 10ms/step >7, 58/693, d1=0.682, d2=0.700 g=0.752 2/2 [==============================] - 0s 11ms/step >7, 59/693, d1=0.665, d2=0.682 g=0.926 2/2 [==============================] - 0s 10ms/step >7, 60/693, d1=0.679, d2=0.700 g=0.870 2/2 [==============================] - 0s 10ms/step >7, 61/693, d1=0.673, d2=0.675 g=1.055 2/2 [==============================] - 0s 9ms/step >7, 62/693, d1=0.681, d2=0.658 g=0.992 2/2 [==============================] - 0s 12ms/step >7, 63/693, d1=0.675, d2=0.675 g=0.995 2/2 [==============================] - 0s 11ms/step >7, 64/693, d1=0.676, d2=0.696 g=0.967 2/2 [==============================] - 0s 10ms/step >7, 65/693, d1=0.686, d2=0.662 g=0.930 2/2 [==============================] - 0s 10ms/step >7, 66/693, d1=0.675, d2=0.674 g=0.985 2/2 [==============================] - 0s 12ms/step >7, 67/693, d1=0.677, d2=0.669 g=1.270 2/2 [==============================] - 0s 11ms/step >7, 68/693, d1=0.689, d2=0.673 g=1.090 2/2 [==============================] - 0s 10ms/step >7, 69/693, d1=0.679, d2=0.710 g=1.079 2/2 [==============================] - 0s 9ms/step >7, 70/693, d1=0.674, d2=0.709 g=1.043 2/2 [==============================] - 0s 11ms/step >7, 71/693, d1=0.670, d2=0.664 g=0.804 2/2 [==============================] - 0s 11ms/step >7, 72/693, d1=0.681, d2=0.667 g=0.794 2/2 [==============================] - 0s 10ms/step >7, 73/693, d1=0.674, d2=0.724 g=1.086 2/2 [==============================] - 0s 10ms/step >7, 74/693, d1=0.677, d2=0.686 g=0.971 2/2 [==============================] - 0s 10ms/step >7, 75/693, d1=0.680, d2=0.690 g=0.742 2/2 [==============================] - 0s 11ms/step >7, 76/693, d1=0.683, d2=0.714 g=0.909 2/2 [==============================] - 0s 10ms/step >7, 77/693, d1=0.689, d2=0.692 g=1.080 2/2 [==============================] - 0s 10ms/step >7, 78/693, d1=0.679, d2=0.695 g=0.849 2/2 [==============================] - 0s 11ms/step >7, 79/693, d1=0.676, d2=0.673 g=1.199 2/2 [==============================] - 0s 10ms/step >7, 80/693, d1=0.694, d2=0.695 g=1.070 2/2 [==============================] - 0s 10ms/step >7, 81/693, d1=0.691, d2=0.698 g=1.012 2/2 [==============================] - 0s 11ms/step >7, 82/693, d1=0.685, d2=0.696 g=0.911 2/2 [==============================] - 0s 11ms/step >7, 83/693, d1=0.690, d2=0.699 g=1.099 2/2 [==============================] - 0s 10ms/step >7, 84/693, d1=0.694, d2=0.671 g=1.097 2/2 [==============================] - 0s 10ms/step >7, 85/693, d1=0.687, d2=0.688 g=0.986 2/2 [==============================] - 0s 10ms/step >7, 86/693, d1=0.692, d2=0.682 g=1.033 2/2 [==============================] - 0s 12ms/step >7, 87/693, d1=0.700, d2=0.703 g=0.925 2/2 [==============================] - 0s 10ms/step >7, 88/693, d1=0.691, d2=0.702 g=1.209 2/2 [==============================] - 0s 9ms/step >7, 89/693, d1=0.701, d2=0.646 g=1.115 2/2 [==============================] - 0s 10ms/step >7, 90/693, d1=0.675, d2=0.677 g=0.815 2/2 [==============================] - 0s 11ms/step >7, 91/693, d1=0.680, d2=0.684 g=0.989 2/2 [==============================] - 0s 11ms/step >7, 92/693, d1=0.695, d2=0.638 g=1.338 2/2 [==============================] - 0s 10ms/step >7, 93/693, d1=0.689, d2=0.677 g=1.043 2/2 [==============================] - 0s 10ms/step >7, 94/693, d1=0.686, d2=0.645 g=0.873 2/2 [==============================] - 0s 10ms/step >7, 95/693, d1=0.674, d2=0.637 g=0.938 2/2 [==============================] - 0s 10ms/step >7, 96/693, d1=0.691, d2=0.637 g=0.824 2/2 [==============================] - 0s 10ms/step >7, 97/693, d1=0.691, d2=0.664 g=1.046 2/2 [==============================] - 0s 10ms/step >7, 98/693, d1=0.677, d2=0.673 g=1.006 2/2 [==============================] - 0s 10ms/step >7, 99/693, d1=0.690, d2=0.670 g=0.822 2/2 [==============================] - 0s 11ms/step >7, 100/693, d1=0.675, d2=0.676 g=0.999 2/2 [==============================] - 0s 9ms/step >7, 101/693, d1=0.690, d2=0.689 g=0.986 2/2 [==============================] - 0s 10ms/step >7, 102/693, d1=0.675, d2=0.676 g=0.977 2/2 [==============================] - 0s 10ms/step >7, 103/693, d1=0.685, d2=0.678 g=0.975 2/2 [==============================] - 0s 11ms/step >7, 104/693, d1=0.671, d2=0.676 g=1.073 2/2 [==============================] - 0s 11ms/step >7, 105/693, d1=0.688, d2=0.636 g=1.116 2/2 [==============================] - 0s 10ms/step >7, 106/693, d1=0.697, d2=0.687 g=1.104 2/2 [==============================] - 0s 12ms/step >7, 107/693, d1=0.685, d2=0.638 g=1.282 2/2 [==============================] - 0s 12ms/step >7, 108/693, d1=0.694, d2=0.684 g=1.206 2/2 [==============================] - 0s 10ms/step >7, 109/693, d1=0.684, d2=0.662 g=0.859 2/2 [==============================] - 0s 10ms/step >7, 110/693, d1=0.689, d2=0.697 g=0.918 2/2 [==============================] - 0s 10ms/step >7, 111/693, d1=0.692, d2=0.698 g=0.807 2/2 [==============================] - 0s 10ms/step >7, 112/693, d1=0.689, d2=0.699 g=0.861 2/2 [==============================] - 0s 10ms/step >7, 113/693, d1=0.681, d2=0.665 g=0.867 2/2 [==============================] - 0s 10ms/step >7, 114/693, d1=0.687, d2=0.702 g=0.973 2/2 [==============================] - 0s 11ms/step >7, 115/693, d1=0.685, d2=0.669 g=1.039 2/2 [==============================] - 0s 10ms/step >7, 116/693, d1=0.700, d2=0.685 g=1.087 2/2 [==============================] - 0s 11ms/step >7, 117/693, d1=0.699, d2=0.676 g=1.040 2/2 [==============================] - 0s 9ms/step >7, 118/693, d1=0.691, d2=0.709 g=0.900 2/2 [==============================] - 0s 10ms/step >7, 119/693, d1=0.685, d2=0.679 g=1.035 2/2 [==============================] - 0s 10ms/step >7, 120/693, d1=0.694, d2=0.692 g=0.815 2/2 [==============================] - 0s 11ms/step >7, 121/693, d1=0.684, d2=0.678 g=0.936 2/2 [==============================] - 0s 11ms/step >7, 122/693, d1=0.690, d2=0.663 g=1.000 2/2 [==============================] - 0s 11ms/step >7, 123/693, d1=0.693, d2=0.681 g=0.814 2/2 [==============================] - 0s 10ms/step >7, 124/693, d1=0.690, d2=0.684 g=1.145 2/2 [==============================] - 0s 10ms/step >7, 125/693, d1=0.683, d2=0.698 g=1.044 2/2 [==============================] - 0s 10ms/step >7, 126/693, d1=0.685, d2=0.668 g=1.100 2/2 [==============================] - 0s 11ms/step >7, 127/693, d1=0.678, d2=0.671 g=1.102 2/2 [==============================] - 0s 9ms/step >7, 128/693, d1=0.682, d2=0.625 g=0.716 2/2 [==============================] - 0s 11ms/step >7, 129/693, d1=0.681, d2=0.697 g=0.949 2/2 [==============================] - 0s 11ms/step >7, 130/693, d1=0.678, d2=0.674 g=1.231 2/2 [==============================] - 0s 11ms/step >7, 131/693, d1=0.685, d2=0.669 g=0.993 2/2 [==============================] - 0s 11ms/step >7, 132/693, d1=0.689, d2=0.685 g=1.038 2/2 [==============================] - 0s 10ms/step >7, 133/693, d1=0.694, d2=0.686 g=0.927 2/2 [==============================] - 0s 10ms/step >7, 134/693, d1=0.681, d2=0.624 g=0.853 2/2 [==============================] - 0s 11ms/step >7, 135/693, d1=0.687, d2=0.664 g=0.814 2/2 [==============================] - 0s 11ms/step >7, 136/693, d1=0.680, d2=0.673 g=1.044 2/2 [==============================] - 0s 11ms/step >7, 137/693, d1=0.687, d2=0.696 g=1.023 2/2 [==============================] - 0s 10ms/step >7, 138/693, d1=0.675, d2=0.676 g=1.273 2/2 [==============================] - 0s 11ms/step >7, 139/693, d1=0.684, d2=0.699 g=0.975 2/2 [==============================] - 0s 12ms/step >7, 140/693, d1=0.676, d2=0.697 g=1.163 2/2 [==============================] - 0s 11ms/step >7, 141/693, d1=0.686, d2=0.693 g=0.976 2/2 [==============================] - 0s 10ms/step >7, 142/693, d1=0.677, d2=0.672 g=0.977 2/2 [==============================] - 0s 11ms/step >7, 143/693, d1=0.683, d2=0.684 g=0.934 2/2 [==============================] - 0s 12ms/step >7, 144/693, d1=0.691, d2=0.702 g=0.913 2/2 [==============================] - 0s 12ms/step >7, 145/693, d1=0.682, d2=0.688 g=0.794 2/2 [==============================] - 0s 10ms/step >7, 146/693, d1=0.696, d2=0.687 g=1.169 2/2 [==============================] - 0s 11ms/step >7, 147/693, d1=0.691, d2=0.677 g=0.970 2/2 [==============================] - 0s 12ms/step >7, 148/693, d1=0.684, d2=0.675 g=0.921 2/2 [==============================] - 0s 10ms/step >7, 149/693, d1=0.682, d2=0.683 g=0.805 2/2 [==============================] - 0s 12ms/step >7, 150/693, d1=0.687, d2=0.695 g=0.990 2/2 [==============================] - 0s 11ms/step >7, 151/693, d1=0.683, d2=0.695 g=1.179 2/2 [==============================] - 0s 11ms/step >7, 152/693, d1=0.695, d2=0.692 g=1.094 2/2 [==============================] - 0s 10ms/step >7, 153/693, d1=0.683, d2=0.666 g=0.997 2/2 [==============================] - 0s 10ms/step >7, 154/693, d1=0.695, d2=0.694 g=0.872 2/2 [==============================] - 0s 12ms/step >7, 155/693, d1=0.677, d2=0.693 g=0.816 2/2 [==============================] - 0s 9ms/step >7, 156/693, d1=0.688, d2=0.663 g=0.942 2/2 [==============================] - 0s 10ms/step >7, 157/693, d1=0.699, d2=0.673 g=1.062 2/2 [==============================] - 0s 12ms/step >7, 158/693, d1=0.667, d2=0.683 g=1.000 2/2 [==============================] - 0s 10ms/step >7, 159/693, d1=0.692, d2=0.667 g=1.147 2/2 [==============================] - 0s 11ms/step >7, 160/693, d1=0.690, d2=0.691 g=0.877 2/2 [==============================] - 0s 10ms/step >7, 161/693, d1=0.680, d2=0.679 g=1.063 2/2 [==============================] - 0s 11ms/step >7, 162/693, d1=0.688, d2=0.681 g=1.188 2/2 [==============================] - 0s 11ms/step >7, 163/693, d1=0.680, d2=0.684 g=0.815 2/2 [==============================] - 0s 11ms/step >7, 164/693, d1=0.685, d2=0.657 g=0.804 2/2 [==============================] - 0s 12ms/step >7, 165/693, d1=0.679, d2=0.655 g=0.798 2/2 [==============================] - 0s 10ms/step >7, 166/693, d1=0.689, d2=0.698 g=1.043 2/2 [==============================] - 0s 11ms/step >7, 167/693, d1=0.683, d2=0.682 g=1.038 2/2 [==============================] - 0s 12ms/step >7, 168/693, d1=0.680, d2=0.658 g=0.865 2/2 [==============================] - 0s 11ms/step >7, 169/693, d1=0.686, d2=0.675 g=0.908 2/2 [==============================] - 0s 11ms/step >7, 170/693, d1=0.679, d2=0.682 g=0.854 2/2 [==============================] - 0s 12ms/step >7, 171/693, d1=0.686, d2=0.676 g=1.085 2/2 [==============================] - 0s 10ms/step >7, 172/693, d1=0.683, d2=0.717 g=0.923 2/2 [==============================] - 0s 10ms/step >7, 173/693, d1=0.695, d2=0.688 g=0.856 2/2 [==============================] - 0s 12ms/step >7, 174/693, d1=0.685, d2=0.663 g=0.846 2/2 [==============================] - 0s 11ms/step >7, 175/693, d1=0.676, d2=0.659 g=0.849 2/2 [==============================] - 0s 10ms/step >7, 176/693, d1=0.693, d2=0.691 g=1.045 2/2 [==============================] - 0s 11ms/step >7, 177/693, d1=0.681, d2=0.691 g=0.925 2/2 [==============================] - 0s 11ms/step >7, 178/693, d1=0.687, d2=0.665 g=0.996 2/2 [==============================] - 0s 11ms/step >7, 179/693, d1=0.682, d2=0.694 g=0.927 2/2 [==============================] - 0s 10ms/step >7, 180/693, d1=0.692, d2=0.656 g=0.879 2/2 [==============================] - 0s 11ms/step >7, 181/693, d1=0.685, d2=0.665 g=1.112 2/2 [==============================] - 0s 10ms/step >7, 182/693, d1=0.684, d2=0.657 g=1.094 2/2 [==============================] - 0s 11ms/step >7, 183/693, d1=0.680, d2=0.672 g=0.994 2/2 [==============================] - 0s 11ms/step >7, 184/693, d1=0.674, d2=0.672 g=0.823 2/2 [==============================] - 0s 11ms/step >7, 185/693, d1=0.674, d2=0.665 g=0.890 2/2 [==============================] - 0s 11ms/step >7, 186/693, d1=0.682, d2=0.680 g=1.304 2/2 [==============================] - 0s 11ms/step >7, 187/693, d1=0.683, d2=0.680 g=0.826 2/2 [==============================] - 0s 11ms/step >7, 188/693, d1=0.684, d2=0.650 g=0.993 2/2 [==============================] - 0s 11ms/step >7, 189/693, d1=0.681, d2=0.704 g=0.992 2/2 [==============================] - 0s 10ms/step >7, 190/693, d1=0.676, d2=0.670 g=0.992 2/2 [==============================] - 0s 10ms/step >7, 191/693, d1=0.684, d2=0.681 g=1.002 2/2 [==============================] - 0s 10ms/step >7, 192/693, d1=0.678, d2=0.649 g=1.064 2/2 [==============================] - 0s 11ms/step >7, 193/693, d1=0.682, d2=0.663 g=1.112 2/2 [==============================] - 0s 11ms/step >7, 194/693, d1=0.680, d2=0.689 g=1.487 2/2 [==============================] - 0s 10ms/step >7, 195/693, d1=0.672, d2=0.687 g=1.197 2/2 [==============================] - 0s 10ms/step >7, 196/693, d1=0.675, d2=0.697 g=0.823 2/2 [==============================] - 0s 11ms/step >7, 197/693, d1=0.681, d2=0.689 g=0.950 2/2 [==============================] - 0s 11ms/step >7, 198/693, d1=0.676, d2=0.699 g=0.997 2/2 [==============================] - 0s 10ms/step >7, 199/693, d1=0.677, d2=0.667 g=0.993 2/2 [==============================] - 0s 11ms/step >7, 200/693, d1=0.669, d2=0.688 g=0.822 2/2 [==============================] - 0s 9ms/step >7, 201/693, d1=0.680, d2=0.656 g=0.980 2/2 [==============================] - 0s 11ms/step >7, 202/693, d1=0.677, d2=0.664 g=0.904 2/2 [==============================] - 0s 11ms/step >7, 203/693, d1=0.677, d2=0.710 g=0.804 2/2 [==============================] - 0s 11ms/step >7, 204/693, d1=0.672, d2=0.716 g=1.037 2/2 [==============================] - 0s 12ms/step >7, 205/693, d1=0.684, d2=0.710 g=0.965 2/2 [==============================] - 0s 11ms/step >7, 206/693, d1=0.678, d2=0.715 g=0.983 2/2 [==============================] - 0s 10ms/step >7, 207/693, d1=0.686, d2=0.709 g=0.799 2/2 [==============================] - 0s 10ms/step >7, 208/693, d1=0.676, d2=0.682 g=1.047 2/2 [==============================] - 0s 11ms/step >7, 209/693, d1=0.678, d2=0.706 g=0.795 2/2 [==============================] - 0s 10ms/step >7, 210/693, d1=0.689, d2=0.706 g=1.118 2/2 [==============================] - 0s 11ms/step >7, 211/693, d1=0.688, d2=0.697 g=1.230 2/2 [==============================] - 0s 9ms/step >7, 212/693, d1=0.689, d2=0.713 g=1.161 2/2 [==============================] - 0s 12ms/step >7, 213/693, d1=0.686, d2=0.709 g=0.916 2/2 [==============================] - 0s 9ms/step >7, 214/693, d1=0.682, d2=0.692 g=1.036 2/2 [==============================] - 0s 10ms/step >7, 215/693, d1=0.681, d2=0.672 g=0.809 2/2 [==============================] - 0s 10ms/step >7, 216/693, d1=0.693, d2=0.712 g=0.939 2/2 [==============================] - 0s 10ms/step >7, 217/693, d1=0.691, d2=0.662 g=1.047 2/2 [==============================] - 0s 11ms/step >7, 218/693, d1=0.686, d2=0.691 g=0.982 2/2 [==============================] - 0s 11ms/step >7, 219/693, d1=0.690, d2=0.670 g=0.815 2/2 [==============================] - 0s 12ms/step >7, 220/693, d1=0.694, d2=0.697 g=0.813 2/2 [==============================] - 0s 10ms/step >7, 221/693, d1=0.691, d2=0.646 g=0.993 2/2 [==============================] - 0s 9ms/step >7, 222/693, d1=0.702, d2=0.693 g=0.996 2/2 [==============================] - 0s 11ms/step >7, 223/693, d1=0.693, d2=0.664 g=0.755 2/2 [==============================] - 0s 10ms/step >7, 224/693, d1=0.689, d2=0.675 g=0.825 2/2 [==============================] - 0s 12ms/step >7, 225/693, d1=0.685, d2=0.665 g=0.873 2/2 [==============================] - 0s 10ms/step >7, 226/693, d1=0.666, d2=0.699 g=1.031 2/2 [==============================] - 0s 11ms/step >7, 227/693, d1=0.678, d2=0.658 g=0.989 2/2 [==============================] - 0s 10ms/step >7, 228/693, d1=0.684, d2=0.705 g=1.123 2/2 [==============================] - 0s 11ms/step >7, 229/693, d1=0.687, d2=0.672 g=1.106 2/2 [==============================] - 0s 11ms/step >7, 230/693, d1=0.697, d2=0.598 g=0.883 2/2 [==============================] - 0s 11ms/step >7, 231/693, d1=0.685, d2=0.704 g=1.059 2/2 [==============================] - 0s 12ms/step >7, 232/693, d1=0.690, d2=0.634 g=0.819 2/2 [==============================] - 0s 11ms/step >7, 233/693, d1=0.678, d2=0.679 g=1.003 2/2 [==============================] - 0s 11ms/step >7, 234/693, d1=0.680, d2=0.668 g=0.872 2/2 [==============================] - 0s 10ms/step >7, 235/693, d1=0.682, d2=0.671 g=0.919 2/2 [==============================] - 0s 10ms/step >7, 236/693, d1=0.681, d2=0.661 g=0.987 2/2 [==============================] - 0s 11ms/step >7, 237/693, d1=0.683, d2=0.659 g=0.937 2/2 [==============================] - 0s 12ms/step >7, 238/693, d1=0.683, d2=0.672 g=1.098 2/2 [==============================] - 0s 10ms/step >7, 239/693, d1=0.669, d2=0.694 g=0.870 2/2 [==============================] - 0s 9ms/step >7, 240/693, d1=0.682, d2=0.676 g=0.742 2/2 [==============================] - 0s 11ms/step >7, 241/693, d1=0.669, d2=0.651 g=0.926 2/2 [==============================] - 0s 11ms/step >7, 242/693, d1=0.674, d2=0.687 g=1.117 2/2 [==============================] - 0s 10ms/step >7, 243/693, d1=0.684, d2=0.681 g=1.047 2/2 [==============================] - 0s 11ms/step >7, 244/693, d1=0.684, d2=0.648 g=0.996 2/2 [==============================] - 0s 11ms/step >7, 245/693, d1=0.693, d2=0.697 g=0.845 2/2 [==============================] - 0s 11ms/step >7, 246/693, d1=0.679, d2=0.696 g=1.056 2/2 [==============================] - 0s 11ms/step >7, 247/693, d1=0.682, d2=0.656 g=0.813 2/2 [==============================] - 0s 11ms/step >7, 248/693, d1=0.681, d2=0.715 g=0.860 2/2 [==============================] - 0s 10ms/step >7, 249/693, d1=0.685, d2=0.684 g=1.046 2/2 [==============================] - 0s 11ms/step >7, 250/693, d1=0.674, d2=0.704 g=0.856 2/2 [==============================] - 0s 10ms/step >7, 251/693, d1=0.675, d2=0.693 g=1.051 2/2 [==============================] - 0s 11ms/step >7, 252/693, d1=0.677, d2=0.679 g=0.988 2/2 [==============================] - 0s 9ms/step >7, 253/693, d1=0.677, d2=0.702 g=1.001 2/2 [==============================] - 0s 10ms/step >7, 254/693, d1=0.688, d2=0.682 g=0.743 2/2 [==============================] - 0s 13ms/step >7, 255/693, d1=0.688, d2=0.679 g=0.858 2/2 [==============================] - 0s 11ms/step >7, 256/693, d1=0.691, d2=0.684 g=1.206 2/2 [==============================] - 0s 11ms/step >7, 257/693, d1=0.685, d2=0.689 g=0.797 2/2 [==============================] - 0s 10ms/step >7, 258/693, d1=0.694, d2=0.708 g=0.810 2/2 [==============================] - 0s 11ms/step >7, 259/693, d1=0.680, d2=0.655 g=1.114 2/2 [==============================] - 0s 10ms/step >7, 260/693, d1=0.674, d2=0.696 g=1.059 2/2 [==============================] - 0s 10ms/step >7, 261/693, d1=0.675, d2=0.706 g=0.804 2/2 [==============================] - 0s 11ms/step >7, 262/693, d1=0.692, d2=0.681 g=1.038 2/2 [==============================] - 0s 10ms/step >7, 263/693, d1=0.700, d2=0.694 g=1.106 2/2 [==============================] - 0s 11ms/step >7, 264/693, d1=0.680, d2=0.705 g=1.062 2/2 [==============================] - 0s 11ms/step >7, 265/693, d1=0.690, d2=0.700 g=1.131 2/2 [==============================] - 0s 11ms/step >7, 266/693, d1=0.679, d2=0.606 g=1.123 2/2 [==============================] - 0s 11ms/step >7, 267/693, d1=0.685, d2=0.660 g=1.108 2/2 [==============================] - 0s 12ms/step >7, 268/693, d1=0.695, d2=0.699 g=0.875 2/2 [==============================] - 0s 12ms/step >7, 269/693, d1=0.688, d2=0.685 g=0.933 2/2 [==============================] - 0s 11ms/step >7, 270/693, d1=0.680, d2=0.641 g=0.754 2/2 [==============================] - 0s 10ms/step >7, 271/693, d1=0.686, d2=0.697 g=0.928 2/2 [==============================] - 0s 11ms/step >7, 272/693, d1=0.678, d2=0.686 g=0.981 2/2 [==============================] - 0s 11ms/step >7, 273/693, d1=0.686, d2=0.688 g=1.104 2/2 [==============================] - 0s 11ms/step >7, 274/693, d1=0.684, d2=0.711 g=1.128 2/2 [==============================] - 0s 11ms/step >7, 275/693, d1=0.687, d2=0.686 g=1.309 2/2 [==============================] - 0s 9ms/step >7, 276/693, d1=0.687, d2=0.697 g=0.765 2/2 [==============================] - 0s 11ms/step >7, 277/693, d1=0.682, d2=0.668 g=0.934 2/2 [==============================] - 0s 10ms/step >7, 278/693, d1=0.690, d2=0.681 g=0.997 2/2 [==============================] - 0s 10ms/step >7, 279/693, d1=0.682, d2=0.708 g=1.001 2/2 [==============================] - 0s 11ms/step >7, 280/693, d1=0.697, d2=0.665 g=1.048 2/2 [==============================] - 0s 11ms/step >7, 281/693, d1=0.693, d2=0.673 g=0.934 2/2 [==============================] - 0s 11ms/step >7, 282/693, d1=0.696, d2=0.704 g=0.995 2/2 [==============================] - 0s 11ms/step >7, 283/693, d1=0.698, d2=0.689 g=0.931 2/2 [==============================] - 0s 11ms/step >7, 284/693, d1=0.675, d2=0.639 g=0.929 2/2 [==============================] - 0s 10ms/step >7, 285/693, d1=0.694, d2=0.687 g=1.287 2/2 [==============================] - 0s 10ms/step >7, 286/693, d1=0.692, d2=0.687 g=1.046 2/2 [==============================] - 0s 11ms/step >7, 287/693, d1=0.695, d2=0.690 g=1.044 2/2 [==============================] - 0s 10ms/step >7, 288/693, d1=0.689, d2=0.685 g=0.819 2/2 [==============================] - 0s 10ms/step >7, 289/693, d1=0.697, d2=0.689 g=0.950 2/2 [==============================] - 0s 12ms/step >7, 290/693, d1=0.696, d2=0.694 g=0.988 2/2 [==============================] - 0s 11ms/step >7, 291/693, d1=0.686, d2=0.661 g=1.168 2/2 [==============================] - 0s 11ms/step >7, 292/693, d1=0.685, d2=0.673 g=0.868 2/2 [==============================] - 0s 11ms/step >7, 293/693, d1=0.685, d2=0.673 g=0.987 2/2 [==============================] - 0s 11ms/step >7, 294/693, d1=0.695, d2=0.670 g=0.886 2/2 [==============================] - 0s 11ms/step >7, 295/693, d1=0.685, d2=0.700 g=0.816 2/2 [==============================] - 0s 10ms/step >7, 296/693, d1=0.693, d2=0.635 g=0.988 2/2 [==============================] - 0s 11ms/step >7, 297/693, d1=0.687, d2=0.686 g=0.931 2/2 [==============================] - 0s 10ms/step >7, 298/693, d1=0.685, d2=0.662 g=1.012 2/2 [==============================] - 0s 9ms/step >7, 299/693, d1=0.686, d2=0.656 g=0.882 2/2 [==============================] - 0s 11ms/step >7, 300/693, d1=0.688, d2=0.693 g=1.180 2/2 [==============================] - 0s 10ms/step >7, 301/693, d1=0.693, d2=0.668 g=0.934 2/2 [==============================] - 0s 10ms/step >7, 302/693, d1=0.677, d2=0.692 g=1.007 2/2 [==============================] - 0s 11ms/step >7, 303/693, d1=0.691, d2=0.683 g=1.062 2/2 [==============================] - 0s 12ms/step >7, 304/693, d1=0.695, d2=0.658 g=0.811 2/2 [==============================] - 0s 12ms/step >7, 305/693, d1=0.690, d2=0.672 g=0.822 2/2 [==============================] - 0s 12ms/step >7, 306/693, d1=0.692, d2=0.696 g=1.003 2/2 [==============================] - 0s 11ms/step >7, 307/693, d1=0.680, d2=0.678 g=0.999 2/2 [==============================] - 0s 10ms/step >7, 308/693, d1=0.683, d2=0.703 g=1.113 2/2 [==============================] - 0s 10ms/step >7, 309/693, d1=0.676, d2=0.672 g=1.094 2/2 [==============================] - 0s 9ms/step >7, 310/693, d1=0.684, d2=0.656 g=0.876 2/2 [==============================] - 0s 10ms/step >7, 311/693, d1=0.689, d2=0.663 g=0.931 2/2 [==============================] - 0s 11ms/step >7, 312/693, d1=0.678, d2=0.682 g=0.816 2/2 [==============================] - 0s 9ms/step >7, 313/693, d1=0.678, d2=0.672 g=0.874 2/2 [==============================] - 0s 11ms/step >7, 314/693, d1=0.682, d2=0.672 g=0.870 2/2 [==============================] - 0s 10ms/step >7, 315/693, d1=0.680, d2=0.696 g=1.283 2/2 [==============================] - 0s 11ms/step >7, 316/693, d1=0.687, d2=0.673 g=0.924 2/2 [==============================] - 0s 12ms/step >7, 317/693, d1=0.685, d2=0.676 g=0.999 2/2 [==============================] - 0s 11ms/step >7, 318/693, d1=0.693, d2=0.693 g=0.926 2/2 [==============================] - 0s 10ms/step >7, 319/693, d1=0.702, d2=0.682 g=0.875 2/2 [==============================] - 0s 11ms/step >7, 320/693, d1=0.679, d2=0.678 g=1.054 2/2 [==============================] - 0s 12ms/step >7, 321/693, d1=0.690, d2=0.708 g=0.986 2/2 [==============================] - 0s 11ms/step >7, 322/693, d1=0.688, d2=0.649 g=1.227 2/2 [==============================] - 0s 11ms/step >7, 323/693, d1=0.685, d2=0.683 g=1.226 2/2 [==============================] - 0s 11ms/step >7, 324/693, d1=0.698, d2=0.681 g=0.927 2/2 [==============================] - 0s 10ms/step >7, 325/693, d1=0.694, d2=0.673 g=1.259 2/2 [==============================] - 0s 11ms/step >7, 326/693, d1=0.689, d2=0.667 g=0.972 2/2 [==============================] - 0s 11ms/step >7, 327/693, d1=0.690, d2=0.661 g=1.042 2/2 [==============================] - 0s 11ms/step >7, 328/693, d1=0.695, d2=0.681 g=0.872 2/2 [==============================] - 0s 10ms/step >7, 329/693, d1=0.692, d2=0.698 g=0.941 2/2 [==============================] - 0s 10ms/step >7, 330/693, d1=0.684, d2=0.660 g=0.933 2/2 [==============================] - 0s 10ms/step >7, 331/693, d1=0.680, d2=0.671 g=0.937 2/2 [==============================] - 0s 10ms/step >7, 332/693, d1=0.689, d2=0.665 g=0.947 2/2 [==============================] - 0s 11ms/step >7, 333/693, d1=0.692, d2=0.704 g=0.995 2/2 [==============================] - 0s 10ms/step >7, 334/693, d1=0.690, d2=0.687 g=1.110 2/2 [==============================] - 0s 11ms/step >7, 335/693, d1=0.694, d2=0.651 g=0.869 2/2 [==============================] - 0s 9ms/step >7, 336/693, d1=0.690, d2=0.663 g=1.048 2/2 [==============================] - 0s 11ms/step >7, 337/693, d1=0.689, d2=0.673 g=1.213 2/2 [==============================] - 0s 11ms/step >7, 338/693, d1=0.692, d2=0.665 g=0.875 2/2 [==============================] - 0s 10ms/step >7, 339/693, d1=0.692, d2=0.647 g=0.881 2/2 [==============================] - 0s 12ms/step >7, 340/693, d1=0.689, d2=0.698 g=0.873 2/2 [==============================] - 0s 11ms/step >7, 341/693, d1=0.707, d2=0.689 g=0.930 2/2 [==============================] - 0s 9ms/step >7, 342/693, d1=0.695, d2=0.671 g=1.158 2/2 [==============================] - 0s 11ms/step >7, 343/693, d1=0.696, d2=0.698 g=0.994 2/2 [==============================] - 0s 11ms/step >7, 344/693, d1=0.693, d2=0.694 g=0.990 2/2 [==============================] - 0s 10ms/step >7, 345/693, d1=0.687, d2=0.650 g=0.854 2/2 [==============================] - 0s 11ms/step >7, 346/693, d1=0.686, d2=0.663 g=1.053 2/2 [==============================] - 0s 10ms/step >7, 347/693, d1=0.688, d2=0.690 g=1.065 2/2 [==============================] - 0s 10ms/step >7, 348/693, d1=0.682, d2=0.673 g=0.937 2/2 [==============================] - 0s 10ms/step >7, 349/693, d1=0.695, d2=0.658 g=1.470 2/2 [==============================] - 0s 11ms/step >7, 350/693, d1=0.698, d2=0.647 g=0.935 2/2 [==============================] - 0s 11ms/step >7, 351/693, d1=0.705, d2=0.664 g=0.981 2/2 [==============================] - 0s 9ms/step >7, 352/693, d1=0.679, d2=0.646 g=0.811 2/2 [==============================] - 0s 12ms/step >7, 353/693, d1=0.681, d2=0.675 g=0.978 2/2 [==============================] - 0s 11ms/step >7, 354/693, d1=0.677, d2=0.687 g=0.971 2/2 [==============================] - 0s 11ms/step >7, 355/693, d1=0.686, d2=0.676 g=0.929 2/2 [==============================] - 0s 11ms/step >7, 356/693, d1=0.692, d2=0.648 g=0.927 2/2 [==============================] - 0s 10ms/step >7, 357/693, d1=0.693, d2=0.679 g=1.017 2/2 [==============================] - 0s 10ms/step >7, 358/693, d1=0.686, d2=0.690 g=0.989 2/2 [==============================] - 0s 10ms/step >7, 359/693, d1=0.677, d2=0.683 g=1.028 2/2 [==============================] - 0s 10ms/step >7, 360/693, d1=0.690, d2=0.688 g=0.922 2/2 [==============================] - 0s 11ms/step >7, 361/693, d1=0.679, d2=0.685 g=0.923 2/2 [==============================] - 0s 10ms/step >7, 362/693, d1=0.669, d2=0.663 g=0.985 2/2 [==============================] - 0s 11ms/step >7, 363/693, d1=0.682, d2=0.671 g=0.803 2/2 [==============================] - 0s 11ms/step >7, 364/693, d1=0.687, d2=0.654 g=0.908 2/2 [==============================] - 0s 12ms/step >7, 365/693, d1=0.694, d2=0.678 g=1.364 2/2 [==============================] - 0s 11ms/step >7, 366/693, d1=0.682, d2=0.681 g=0.692 2/2 [==============================] - 0s 11ms/step >7, 367/693, d1=0.687, d2=0.678 g=0.860 2/2 [==============================] - 0s 10ms/step >7, 368/693, d1=0.685, d2=0.677 g=1.023 2/2 [==============================] - 0s 10ms/step >7, 369/693, d1=0.678, d2=0.684 g=1.121 2/2 [==============================] - 0s 12ms/step >7, 370/693, d1=0.690, d2=0.682 g=1.096 2/2 [==============================] - 0s 10ms/step >7, 371/693, d1=0.686, d2=0.646 g=0.977 2/2 [==============================] - 0s 11ms/step >7, 372/693, d1=0.683, d2=0.659 g=0.926 2/2 [==============================] - 0s 11ms/step >7, 373/693, d1=0.676, d2=0.654 g=0.858 2/2 [==============================] - 0s 10ms/step >7, 374/693, d1=0.685, d2=0.671 g=0.863 2/2 [==============================] - 0s 10ms/step >7, 375/693, d1=0.675, d2=0.657 g=0.985 2/2 [==============================] - 0s 10ms/step >7, 376/693, d1=0.676, d2=0.660 g=0.859 2/2 [==============================] - 0s 10ms/step >7, 377/693, d1=0.675, d2=0.683 g=0.866 2/2 [==============================] - 0s 11ms/step >7, 378/693, d1=0.669, d2=0.668 g=0.992 2/2 [==============================] - 0s 10ms/step >7, 379/693, d1=0.679, d2=0.690 g=1.106 2/2 [==============================] - 0s 11ms/step >7, 380/693, d1=0.669, d2=0.663 g=1.095 2/2 [==============================] - 0s 10ms/step >7, 381/693, d1=0.677, d2=0.670 g=1.108 2/2 [==============================] - 0s 10ms/step >7, 382/693, d1=0.675, d2=0.659 g=0.866 2/2 [==============================] - 0s 10ms/step >7, 383/693, d1=0.677, d2=0.666 g=0.867 2/2 [==============================] - 0s 10ms/step >7, 384/693, d1=0.674, d2=0.664 g=0.932 2/2 [==============================] - 0s 10ms/step >7, 385/693, d1=0.674, d2=0.671 g=0.879 2/2 [==============================] - 0s 11ms/step >7, 386/693, d1=0.669, d2=0.688 g=1.174 2/2 [==============================] - 0s 11ms/step >7, 387/693, d1=0.670, d2=0.664 g=1.169 2/2 [==============================] - 0s 11ms/step >7, 388/693, d1=0.670, d2=0.693 g=0.875 2/2 [==============================] - 0s 10ms/step >7, 389/693, d1=0.676, d2=0.663 g=1.051 2/2 [==============================] - 0s 9ms/step >7, 390/693, d1=0.680, d2=0.706 g=1.052 2/2 [==============================] - 0s 10ms/step >7, 391/693, d1=0.664, d2=0.679 g=1.116 2/2 [==============================] - 0s 10ms/step >7, 392/693, d1=0.668, d2=0.669 g=1.009 2/2 [==============================] - 0s 10ms/step >7, 393/693, d1=0.679, d2=0.660 g=0.882 2/2 [==============================] - 0s 10ms/step >7, 394/693, d1=0.678, d2=0.677 g=0.922 2/2 [==============================] - 0s 10ms/step >7, 395/693, d1=0.686, d2=0.684 g=1.121 2/2 [==============================] - 0s 11ms/step >7, 396/693, d1=0.676, d2=0.718 g=0.882 2/2 [==============================] - 0s 10ms/step >7, 397/693, d1=0.679, d2=0.659 g=1.106 2/2 [==============================] - 0s 11ms/step >7, 398/693, d1=0.664, d2=0.713 g=1.135 2/2 [==============================] - 0s 11ms/step >7, 399/693, d1=0.689, d2=0.680 g=0.874 2/2 [==============================] - 0s 10ms/step >7, 400/693, d1=0.673, d2=0.691 g=0.819 2/2 [==============================] - 0s 11ms/step >7, 401/693, d1=0.679, d2=0.691 g=1.003 2/2 [==============================] - 0s 10ms/step >7, 402/693, d1=0.680, d2=0.658 g=0.946 2/2 [==============================] - 0s 10ms/step >7, 403/693, d1=0.692, d2=0.648 g=1.115 2/2 [==============================] - 0s 10ms/step >7, 404/693, d1=0.687, d2=0.712 g=0.986 2/2 [==============================] - 0s 11ms/step >7, 405/693, d1=0.678, d2=0.689 g=0.993 2/2 [==============================] - 0s 10ms/step >7, 406/693, d1=0.673, d2=0.670 g=0.926 2/2 [==============================] - 0s 11ms/step >7, 407/693, d1=0.692, d2=0.670 g=0.939 2/2 [==============================] - 0s 10ms/step >7, 408/693, d1=0.679, d2=0.681 g=0.811 2/2 [==============================] - 0s 11ms/step >7, 409/693, d1=0.695, d2=0.685 g=0.944 2/2 [==============================] - 0s 11ms/step >7, 410/693, d1=0.680, d2=0.713 g=0.869 2/2 [==============================] - 0s 11ms/step >7, 411/693, d1=0.685, d2=0.696 g=0.868 2/2 [==============================] - 0s 9ms/step >7, 412/693, d1=0.682, d2=0.662 g=1.110 2/2 [==============================] - 0s 11ms/step >7, 413/693, d1=0.689, d2=0.669 g=0.944 2/2 [==============================] - 0s 11ms/step >7, 414/693, d1=0.688, d2=0.666 g=0.931 2/2 [==============================] - 0s 10ms/step >7, 415/693, d1=0.685, d2=0.690 g=1.042 2/2 [==============================] - 0s 10ms/step >7, 416/693, d1=0.692, d2=0.715 g=0.931 2/2 [==============================] - 0s 10ms/step >7, 417/693, d1=0.684, d2=0.691 g=1.285 2/2 [==============================] - 0s 10ms/step >7, 418/693, d1=0.684, d2=0.653 g=1.043 2/2 [==============================] - 0s 10ms/step >7, 419/693, d1=0.693, d2=0.661 g=1.152 2/2 [==============================] - 0s 12ms/step >7, 420/693, d1=0.686, d2=0.680 g=0.939 2/2 [==============================] - 0s 10ms/step >7, 421/693, d1=0.685, d2=0.697 g=0.936 2/2 [==============================] - 0s 10ms/step >7, 422/693, d1=0.676, d2=0.681 g=0.920 2/2 [==============================] - 0s 10ms/step >7, 423/693, d1=0.687, d2=0.680 g=0.920 2/2 [==============================] - 0s 11ms/step >7, 424/693, d1=0.690, d2=0.687 g=0.993 2/2 [==============================] - 0s 10ms/step >7, 425/693, d1=0.688, d2=0.666 g=1.231 2/2 [==============================] - 0s 10ms/step >7, 426/693, d1=0.684, d2=0.689 g=1.220 2/2 [==============================] - 0s 10ms/step >7, 427/693, d1=0.686, d2=0.669 g=1.049 2/2 [==============================] - 0s 11ms/step >7, 428/693, d1=0.696, d2=0.675 g=1.176 2/2 [==============================] - 0s 12ms/step >7, 429/693, d1=0.692, d2=0.651 g=1.217 2/2 [==============================] - 0s 11ms/step >7, 430/693, d1=0.689, d2=0.687 g=1.143 2/2 [==============================] - 0s 11ms/step >7, 431/693, d1=0.681, d2=0.689 g=0.815 2/2 [==============================] - 0s 11ms/step >7, 432/693, d1=0.689, d2=0.682 g=0.853 2/2 [==============================] - 0s 10ms/step >7, 433/693, d1=0.693, d2=0.679 g=0.795 2/2 [==============================] - 0s 12ms/step >7, 434/693, d1=0.689, d2=0.688 g=0.913 2/2 [==============================] - 0s 11ms/step >7, 435/693, d1=0.683, d2=0.696 g=0.745 2/2 [==============================] - 0s 10ms/step >7, 436/693, d1=0.668, d2=0.704 g=0.953 2/2 [==============================] - 0s 11ms/step >7, 437/693, d1=0.687, d2=0.679 g=0.985 2/2 [==============================] - 0s 11ms/step >7, 438/693, d1=0.687, d2=0.696 g=1.000 2/2 [==============================] - 0s 11ms/step >7, 439/693, d1=0.695, d2=0.693 g=1.233 2/2 [==============================] - 0s 11ms/step >7, 440/693, d1=0.691, d2=0.702 g=1.166 2/2 [==============================] - 0s 12ms/step >7, 441/693, d1=0.686, d2=0.666 g=0.805 2/2 [==============================] - 0s 11ms/step >7, 442/693, d1=0.691, d2=0.679 g=0.915 2/2 [==============================] - 0s 9ms/step >7, 443/693, d1=0.689, d2=0.670 g=0.925 2/2 [==============================] - 0s 11ms/step >7, 444/693, d1=0.685, d2=0.671 g=1.094 2/2 [==============================] - 0s 10ms/step >7, 445/693, d1=0.691, d2=0.691 g=0.878 2/2 [==============================] - 0s 10ms/step >7, 446/693, d1=0.685, d2=0.688 g=1.238 2/2 [==============================] - 0s 10ms/step >7, 447/693, d1=0.684, d2=0.669 g=0.995 2/2 [==============================] - 0s 11ms/step >7, 448/693, d1=0.694, d2=0.692 g=0.874 2/2 [==============================] - 0s 10ms/step >7, 449/693, d1=0.683, d2=0.681 g=0.994 2/2 [==============================] - 0s 10ms/step >7, 450/693, d1=0.688, d2=0.656 g=1.001 2/2 [==============================] - 0s 11ms/step >7, 451/693, d1=0.682, d2=0.646 g=0.940 2/2 [==============================] - 0s 11ms/step >7, 452/693, d1=0.679, d2=0.699 g=1.028 2/2 [==============================] - 0s 10ms/step >7, 453/693, d1=0.689, d2=0.665 g=0.868 2/2 [==============================] - 0s 11ms/step >7, 454/693, d1=0.686, d2=0.661 g=1.052 2/2 [==============================] - 0s 10ms/step >7, 455/693, d1=0.687, d2=0.652 g=0.832 2/2 [==============================] - 0s 12ms/step >7, 456/693, d1=0.689, d2=0.674 g=1.012 2/2 [==============================] - 0s 11ms/step >7, 457/693, d1=0.684, d2=0.635 g=0.868 2/2 [==============================] - 0s 10ms/step >7, 458/693, d1=0.685, d2=0.695 g=1.060 2/2 [==============================] - 0s 9ms/step >7, 459/693, d1=0.679, d2=0.678 g=0.989 2/2 [==============================] - 0s 12ms/step >7, 460/693, d1=0.682, d2=0.656 g=1.073 2/2 [==============================] - 0s 11ms/step >7, 461/693, d1=0.687, d2=0.697 g=1.187 2/2 [==============================] - 0s 11ms/step >7, 462/693, d1=0.682, d2=0.665 g=1.065 2/2 [==============================] - 0s 10ms/step >7, 463/693, d1=0.676, d2=0.661 g=1.047 2/2 [==============================] - 0s 10ms/step >7, 464/693, d1=0.671, d2=0.685 g=0.805 2/2 [==============================] - 0s 12ms/step >7, 465/693, d1=0.682, d2=0.692 g=0.992 2/2 [==============================] - 0s 10ms/step >7, 466/693, d1=0.670, d2=0.686 g=1.055 2/2 [==============================] - 0s 13ms/step >7, 467/693, d1=0.671, d2=0.707 g=0.986 2/2 [==============================] - 0s 9ms/step >7, 468/693, d1=0.681, d2=0.698 g=1.146 2/2 [==============================] - 0s 11ms/step >7, 469/693, d1=0.677, d2=0.695 g=1.054 2/2 [==============================] - 0s 10ms/step >7, 470/693, d1=0.675, d2=0.706 g=1.244 2/2 [==============================] - 0s 11ms/step >7, 471/693, d1=0.673, d2=0.703 g=1.114 2/2 [==============================] - 0s 10ms/step >7, 472/693, d1=0.673, d2=0.700 g=1.111 2/2 [==============================] - 0s 10ms/step >7, 473/693, d1=0.683, d2=0.683 g=1.043 2/2 [==============================] - 0s 11ms/step >7, 474/693, d1=0.683, d2=0.664 g=1.107 2/2 [==============================] - 0s 10ms/step >7, 475/693, d1=0.679, d2=0.702 g=0.941 2/2 [==============================] - 0s 9ms/step >7, 476/693, d1=0.687, d2=0.705 g=1.049 2/2 [==============================] - 0s 10ms/step >7, 477/693, d1=0.688, d2=0.673 g=1.000 2/2 [==============================] - 0s 11ms/step >7, 478/693, d1=0.689, d2=0.692 g=0.930 2/2 [==============================] - 0s 11ms/step >7, 479/693, d1=0.688, d2=0.669 g=0.986 2/2 [==============================] - 0s 11ms/step >7, 480/693, d1=0.675, d2=0.672 g=0.753 2/2 [==============================] - 0s 10ms/step >7, 481/693, d1=0.693, d2=0.694 g=1.186 2/2 [==============================] - 0s 10ms/step >7, 482/693, d1=0.685, d2=0.669 g=0.993 2/2 [==============================] - 0s 10ms/step >7, 483/693, d1=0.682, d2=0.658 g=0.874 2/2 [==============================] - 0s 14ms/step >7, 484/693, d1=0.685, d2=0.664 g=1.003 2/2 [==============================] - 0s 10ms/step >7, 485/693, d1=0.687, d2=0.700 g=0.991 2/2 [==============================] - 0s 11ms/step >7, 486/693, d1=0.682, d2=0.687 g=1.249 2/2 [==============================] - 0s 12ms/step >7, 487/693, d1=0.687, d2=0.667 g=1.057 2/2 [==============================] - 0s 11ms/step >7, 488/693, d1=0.685, d2=0.665 g=1.121 2/2 [==============================] - 0s 11ms/step >7, 489/693, d1=0.678, d2=0.666 g=0.752 2/2 [==============================] - 0s 10ms/step >7, 490/693, d1=0.673, d2=0.628 g=1.016 2/2 [==============================] - 0s 11ms/step >7, 491/693, d1=0.685, d2=0.666 g=0.990 2/2 [==============================] - 0s 10ms/step >7, 492/693, d1=0.687, d2=0.624 g=0.947 2/2 [==============================] - 0s 11ms/step >7, 493/693, d1=0.691, d2=0.700 g=1.129 2/2 [==============================] - 0s 11ms/step >7, 494/693, d1=0.683, d2=0.677 g=0.769 2/2 [==============================] - 0s 10ms/step >7, 495/693, d1=0.672, d2=0.663 g=1.324 2/2 [==============================] - 0s 11ms/step >7, 496/693, d1=0.679, d2=0.673 g=1.015 2/2 [==============================] - 0s 10ms/step >7, 497/693, d1=0.665, d2=0.666 g=0.828 2/2 [==============================] - 0s 11ms/step >7, 498/693, d1=0.687, d2=0.665 g=1.009 2/2 [==============================] - 0s 11ms/step >7, 499/693, d1=0.660, d2=0.694 g=0.753 2/2 [==============================] - 0s 10ms/step >7, 500/693, d1=0.665, d2=0.698 g=0.952 2/2 [==============================] - 0s 10ms/step >7, 501/693, d1=0.690, d2=0.678 g=0.950 2/2 [==============================] - 0s 11ms/step >7, 502/693, d1=0.677, d2=0.693 g=1.131 2/2 [==============================] - 0s 11ms/step >7, 503/693, d1=0.673, d2=0.684 g=1.068 2/2 [==============================] - 0s 10ms/step >7, 504/693, d1=0.683, d2=0.668 g=0.945 2/2 [==============================] - 0s 11ms/step >7, 505/693, d1=0.687, d2=0.686 g=1.005 2/2 [==============================] - 0s 10ms/step >7, 506/693, d1=0.676, d2=0.698 g=0.958 2/2 [==============================] - 0s 11ms/step >7, 507/693, d1=0.696, d2=0.642 g=1.008 2/2 [==============================] - 0s 10ms/step >7, 508/693, d1=0.678, d2=0.673 g=1.026 2/2 [==============================] - 0s 10ms/step >7, 509/693, d1=0.677, d2=0.669 g=0.946 2/2 [==============================] - 0s 11ms/step >7, 510/693, d1=0.687, d2=0.689 g=0.899 2/2 [==============================] - 0s 10ms/step >7, 511/693, d1=0.685, d2=0.707 g=0.814 2/2 [==============================] - 0s 10ms/step >7, 512/693, d1=0.680, d2=0.686 g=0.827 2/2 [==============================] - 0s 10ms/step >7, 513/693, d1=0.691, d2=0.672 g=0.936 2/2 [==============================] - 0s 10ms/step >7, 514/693, d1=0.679, d2=0.668 g=1.138 2/2 [==============================] - 0s 10ms/step >7, 515/693, d1=0.682, d2=0.686 g=1.320 2/2 [==============================] - 0s 11ms/step >7, 516/693, d1=0.683, d2=0.674 g=1.012 2/2 [==============================] - 0s 10ms/step >7, 517/693, d1=0.682, d2=0.638 g=1.045 2/2 [==============================] - 0s 10ms/step >7, 518/693, d1=0.683, d2=0.692 g=1.131 2/2 [==============================] - 0s 10ms/step >7, 519/693, d1=0.679, d2=0.678 g=0.881 2/2 [==============================] - 0s 10ms/step >7, 520/693, d1=0.690, d2=0.689 g=0.824 2/2 [==============================] - 0s 11ms/step >7, 521/693, d1=0.679, d2=0.656 g=1.140 2/2 [==============================] - 0s 11ms/step >7, 522/693, d1=0.693, d2=0.681 g=0.755 2/2 [==============================] - 0s 10ms/step >7, 523/693, d1=0.676, d2=0.668 g=1.278 2/2 [==============================] - 0s 11ms/step >7, 524/693, d1=0.676, d2=0.707 g=0.924 2/2 [==============================] - 0s 12ms/step >7, 525/693, d1=0.673, d2=0.701 g=1.006 2/2 [==============================] - 0s 11ms/step >7, 526/693, d1=0.678, d2=0.705 g=1.261 2/2 [==============================] - 0s 11ms/step >7, 527/693, d1=0.681, d2=0.670 g=0.948 2/2 [==============================] - 0s 10ms/step >7, 528/693, d1=0.682, d2=0.650 g=0.810 2/2 [==============================] - 0s 10ms/step >7, 529/693, d1=0.667, d2=0.698 g=1.389 2/2 [==============================] - 0s 10ms/step >7, 530/693, d1=0.679, d2=0.679 g=1.072 2/2 [==============================] - 0s 10ms/step >7, 531/693, d1=0.682, d2=0.659 g=1.002 2/2 [==============================] - 0s 10ms/step >7, 532/693, d1=0.682, d2=0.693 g=0.746 2/2 [==============================] - 0s 10ms/step >7, 533/693, d1=0.671, d2=0.698 g=1.268 2/2 [==============================] - 0s 10ms/step >7, 534/693, d1=0.682, d2=0.705 g=0.991 2/2 [==============================] - 0s 11ms/step >7, 535/693, d1=0.676, d2=0.664 g=0.748 2/2 [==============================] - 0s 11ms/step >7, 536/693, d1=0.683, d2=0.692 g=1.061 2/2 [==============================] - 0s 9ms/step >7, 537/693, d1=0.684, d2=0.686 g=0.797 2/2 [==============================] - 0s 10ms/step >7, 538/693, d1=0.681, d2=0.700 g=0.856 2/2 [==============================] - 0s 10ms/step >7, 539/693, d1=0.687, d2=0.712 g=1.056 2/2 [==============================] - 0s 10ms/step >7, 540/693, d1=0.668, d2=0.687 g=1.011 2/2 [==============================] - 0s 9ms/step >7, 541/693, d1=0.680, d2=0.705 g=1.058 2/2 [==============================] - 0s 11ms/step >7, 542/693, d1=0.676, d2=0.662 g=0.753 2/2 [==============================] - 0s 10ms/step >7, 543/693, d1=0.681, d2=0.678 g=0.941 2/2 [==============================] - 0s 11ms/step >7, 544/693, d1=0.689, d2=0.680 g=0.995 2/2 [==============================] - 0s 10ms/step >7, 545/693, d1=0.690, d2=0.696 g=1.086 2/2 [==============================] - 0s 11ms/step >7, 546/693, d1=0.680, d2=0.709 g=1.139 2/2 [==============================] - 0s 11ms/step >7, 547/693, d1=0.672, d2=0.702 g=0.761 2/2 [==============================] - 0s 12ms/step >7, 548/693, d1=0.670, d2=0.703 g=1.021 2/2 [==============================] - 0s 11ms/step >7, 549/693, d1=0.675, d2=0.673 g=0.869 2/2 [==============================] - 0s 11ms/step >7, 550/693, d1=0.688, d2=0.687 g=1.263 2/2 [==============================] - 0s 10ms/step >7, 551/693, d1=0.678, d2=0.676 g=0.947 2/2 [==============================] - 0s 11ms/step >7, 552/693, d1=0.700, d2=0.655 g=0.821 2/2 [==============================] - 0s 10ms/step >7, 553/693, d1=0.691, d2=0.711 g=1.139 2/2 [==============================] - 0s 11ms/step >7, 554/693, d1=0.691, d2=0.655 g=1.012 2/2 [==============================] - 0s 11ms/step >7, 555/693, d1=0.681, d2=0.652 g=0.836 2/2 [==============================] - 0s 11ms/step >7, 556/693, d1=0.671, d2=0.676 g=0.892 2/2 [==============================] - 0s 11ms/step >7, 557/693, d1=0.689, d2=0.679 g=1.015 2/2 [==============================] - 0s 10ms/step >7, 558/693, d1=0.679, d2=0.637 g=0.832 2/2 [==============================] - 0s 12ms/step >7, 559/693, d1=0.683, d2=0.687 g=1.216 2/2 [==============================] - 0s 10ms/step >7, 560/693, d1=0.697, d2=0.661 g=0.903 2/2 [==============================] - 0s 11ms/step >7, 561/693, d1=0.678, d2=0.646 g=1.144 2/2 [==============================] - 0s 11ms/step >7, 562/693, d1=0.674, d2=0.682 g=0.834 2/2 [==============================] - 0s 10ms/step >7, 563/693, d1=0.690, d2=0.651 g=1.094 2/2 [==============================] - 0s 11ms/step >7, 564/693, d1=0.688, d2=0.673 g=1.196 2/2 [==============================] - 0s 9ms/step >7, 565/693, d1=0.682, d2=0.662 g=0.916 2/2 [==============================] - 0s 10ms/step >7, 566/693, d1=0.685, d2=0.660 g=0.954 2/2 [==============================] - 0s 10ms/step >7, 567/693, d1=0.671, d2=0.684 g=0.768 2/2 [==============================] - 0s 10ms/step >7, 568/693, d1=0.690, d2=0.682 g=0.956 2/2 [==============================] - 0s 11ms/step >7, 569/693, d1=0.703, d2=0.669 g=0.908 2/2 [==============================] - 0s 10ms/step >7, 570/693, d1=0.693, d2=0.662 g=0.956 2/2 [==============================] - 0s 11ms/step >7, 571/693, d1=0.690, d2=0.655 g=1.149 2/2 [==============================] - 0s 10ms/step >7, 572/693, d1=0.683, d2=0.669 g=1.411 2/2 [==============================] - 0s 11ms/step >7, 573/693, d1=0.682, d2=0.650 g=1.087 2/2 [==============================] - 0s 10ms/step >7, 574/693, d1=0.700, d2=0.688 g=0.909 2/2 [==============================] - 0s 10ms/step >7, 575/693, d1=0.689, d2=0.666 g=1.122 2/2 [==============================] - 0s 10ms/step >7, 576/693, d1=0.678, d2=0.676 g=1.073 2/2 [==============================] - 0s 12ms/step >7, 577/693, d1=0.683, d2=0.691 g=0.947 2/2 [==============================] - 0s 10ms/step >7, 578/693, d1=0.686, d2=0.675 g=1.140 2/2 [==============================] - 0s 11ms/step >7, 579/693, d1=0.694, d2=0.674 g=0.755 2/2 [==============================] - 0s 9ms/step >7, 580/693, d1=0.692, d2=0.674 g=0.944 2/2 [==============================] - 0s 11ms/step >7, 581/693, d1=0.672, d2=0.649 g=0.758 2/2 [==============================] - 0s 11ms/step >7, 582/693, d1=0.694, d2=0.658 g=0.958 2/2 [==============================] - 0s 11ms/step >7, 583/693, d1=0.683, d2=0.705 g=0.882 2/2 [==============================] - 0s 10ms/step >7, 584/693, d1=0.691, d2=0.668 g=1.030 2/2 [==============================] - 0s 10ms/step >7, 585/693, d1=0.680, d2=0.704 g=0.948 2/2 [==============================] - 0s 10ms/step >7, 586/693, d1=0.691, d2=0.703 g=0.952 2/2 [==============================] - 0s 11ms/step >7, 587/693, d1=0.689, d2=0.674 g=1.064 2/2 [==============================] - 0s 12ms/step >7, 588/693, d1=0.684, d2=0.697 g=1.089 2/2 [==============================] - 0s 10ms/step >7, 589/693, d1=0.686, d2=0.671 g=1.106 2/2 [==============================] - 0s 11ms/step >7, 590/693, d1=0.691, d2=0.672 g=0.764 2/2 [==============================] - 0s 11ms/step >7, 591/693, d1=0.676, d2=0.699 g=0.900 2/2 [==============================] - 0s 11ms/step >7, 592/693, d1=0.681, d2=0.688 g=0.965 2/2 [==============================] - 0s 10ms/step >7, 593/693, d1=0.686, d2=0.666 g=0.898 2/2 [==============================] - 0s 11ms/step >7, 594/693, d1=0.681, d2=0.680 g=0.892 2/2 [==============================] - 0s 12ms/step >7, 595/693, d1=0.684, d2=0.679 g=1.156 2/2 [==============================] - 0s 10ms/step >7, 596/693, d1=0.692, d2=0.669 g=0.912 2/2 [==============================] - 0s 11ms/step >7, 597/693, d1=0.684, d2=0.687 g=0.952 2/2 [==============================] - 0s 10ms/step >7, 598/693, d1=0.677, d2=0.682 g=1.022 2/2 [==============================] - 0s 12ms/step >7, 599/693, d1=0.671, d2=0.650 g=0.894 2/2 [==============================] - 0s 10ms/step >7, 600/693, d1=0.682, d2=0.677 g=1.407 2/2 [==============================] - 0s 12ms/step >7, 601/693, d1=0.682, d2=0.687 g=0.970 2/2 [==============================] - 0s 11ms/step >7, 602/693, d1=0.671, d2=0.683 g=1.090 2/2 [==============================] - 0s 10ms/step >7, 603/693, d1=0.675, d2=0.687 g=1.014 2/2 [==============================] - 0s 11ms/step >7, 604/693, d1=0.688, d2=0.724 g=0.952 2/2 [==============================] - 0s 10ms/step >7, 605/693, d1=0.689, d2=0.700 g=0.887 2/2 [==============================] - 0s 12ms/step >7, 606/693, d1=0.693, d2=0.713 g=1.230 2/2 [==============================] - 0s 11ms/step >7, 607/693, d1=0.671, d2=0.714 g=1.095 2/2 [==============================] - 0s 10ms/step >7, 608/693, d1=0.691, d2=0.706 g=1.147 2/2 [==============================] - 0s 11ms/step >7, 609/693, d1=0.687, d2=0.695 g=0.952 2/2 [==============================] - 0s 10ms/step >7, 610/693, d1=0.688, d2=0.692 g=1.026 2/2 [==============================] - 0s 12ms/step >7, 611/693, d1=0.691, d2=0.688 g=1.134 2/2 [==============================] - 0s 10ms/step >7, 612/693, d1=0.685, d2=0.689 g=0.876 2/2 [==============================] - 0s 11ms/step >7, 613/693, d1=0.685, d2=0.677 g=0.945 2/2 [==============================] - 0s 11ms/step >7, 614/693, d1=0.683, d2=0.670 g=0.955 2/2 [==============================] - 0s 10ms/step >7, 615/693, d1=0.695, d2=0.711 g=0.821 2/2 [==============================] - 0s 12ms/step >7, 616/693, d1=0.702, d2=0.651 g=1.026 2/2 [==============================] - 0s 11ms/step >7, 617/693, d1=0.694, d2=0.698 g=0.827 2/2 [==============================] - 0s 10ms/step >7, 618/693, d1=0.690, d2=0.678 g=0.899 2/2 [==============================] - 0s 10ms/step >7, 619/693, d1=0.695, d2=0.684 g=0.902 2/2 [==============================] - 0s 9ms/step >7, 620/693, d1=0.689, d2=0.686 g=0.823 2/2 [==============================] - 0s 9ms/step >7, 621/693, d1=0.686, d2=0.695 g=0.974 2/2 [==============================] - 0s 10ms/step >7, 622/693, d1=0.684, d2=0.668 g=0.975 2/2 [==============================] - 0s 11ms/step >7, 623/693, d1=0.684, d2=0.624 g=1.160 2/2 [==============================] - 0s 11ms/step >7, 624/693, d1=0.694, d2=0.653 g=1.090 2/2 [==============================] - 0s 10ms/step >7, 625/693, d1=0.682, d2=0.675 g=0.906 2/2 [==============================] - 0s 12ms/step >7, 626/693, d1=0.689, d2=0.657 g=1.012 2/2 [==============================] - 0s 9ms/step >7, 627/693, d1=0.685, d2=0.661 g=1.100 2/2 [==============================] - 0s 9ms/step >7, 628/693, d1=0.677, d2=0.620 g=0.895 2/2 [==============================] - 0s 12ms/step >7, 629/693, d1=0.680, d2=0.676 g=1.289 2/2 [==============================] - 0s 9ms/step >7, 630/693, d1=0.671, d2=0.622 g=0.947 2/2 [==============================] - 0s 11ms/step >7, 631/693, d1=0.666, d2=0.691 g=1.090 2/2 [==============================] - 0s 11ms/step >7, 632/693, d1=0.668, d2=0.715 g=1.351 2/2 [==============================] - 0s 10ms/step >7, 633/693, d1=0.683, d2=0.666 g=0.886 2/2 [==============================] - 0s 12ms/step >7, 634/693, d1=0.673, d2=0.675 g=1.018 2/2 [==============================] - 0s 10ms/step >7, 635/693, d1=0.673, d2=0.709 g=0.814 2/2 [==============================] - 0s 11ms/step >7, 636/693, d1=0.681, d2=0.702 g=1.073 2/2 [==============================] - 0s 9ms/step >7, 637/693, d1=0.685, d2=0.688 g=0.992 2/2 [==============================] - 0s 15ms/step >7, 638/693, d1=0.686, d2=0.680 g=1.088 2/2 [==============================] - 0s 10ms/step >7, 639/693, d1=0.682, d2=0.668 g=1.144 2/2 [==============================] - 0s 10ms/step >7, 640/693, d1=0.677, d2=0.693 g=1.031 2/2 [==============================] - 0s 10ms/step >7, 641/693, d1=0.691, d2=0.665 g=1.012 2/2 [==============================] - 0s 10ms/step >7, 642/693, d1=0.678, d2=0.686 g=0.943 2/2 [==============================] - 0s 12ms/step >7, 643/693, d1=0.682, d2=0.672 g=1.342 2/2 [==============================] - 0s 10ms/step >7, 644/693, d1=0.678, d2=0.699 g=0.968 2/2 [==============================] - 0s 11ms/step >7, 645/693, d1=0.696, d2=0.679 g=0.898 2/2 [==============================] - 0s 10ms/step >7, 646/693, d1=0.682, d2=0.659 g=0.763 2/2 [==============================] - 0s 10ms/step >7, 647/693, d1=0.678, d2=0.688 g=1.022 2/2 [==============================] - 0s 11ms/step >7, 648/693, d1=0.681, d2=0.682 g=1.161 2/2 [==============================] - 0s 11ms/step >7, 649/693, d1=0.682, d2=0.690 g=0.971 2/2 [==============================] - 0s 14ms/step >7, 650/693, d1=0.674, d2=0.683 g=1.039 2/2 [==============================] - 0s 11ms/step >7, 651/693, d1=0.686, d2=0.661 g=1.022 2/2 [==============================] - 0s 10ms/step >7, 652/693, d1=0.676, d2=0.657 g=0.982 2/2 [==============================] - 0s 10ms/step >7, 653/693, d1=0.686, d2=0.689 g=0.703 2/2 [==============================] - 0s 9ms/step >7, 654/693, d1=0.682, d2=0.663 g=1.051 2/2 [==============================] - 0s 10ms/step >7, 655/693, d1=0.676, d2=0.655 g=0.897 2/2 [==============================] - 0s 11ms/step >7, 656/693, d1=0.672, d2=0.696 g=0.956 2/2 [==============================] - 0s 10ms/step >7, 657/693, d1=0.679, d2=0.683 g=1.114 2/2 [==============================] - 0s 10ms/step >7, 658/693, d1=0.692, d2=0.664 g=1.021 2/2 [==============================] - 0s 10ms/step >7, 659/693, d1=0.685, d2=0.639 g=1.136 2/2 [==============================] - 0s 11ms/step >7, 660/693, d1=0.685, d2=0.705 g=0.893 2/2 [==============================] - 0s 12ms/step >7, 661/693, d1=0.667, d2=0.669 g=0.896 2/2 [==============================] - 0s 11ms/step >7, 662/693, d1=0.674, d2=0.668 g=0.902 2/2 [==============================] - 0s 11ms/step >7, 663/693, d1=0.672, d2=0.702 g=1.160 2/2 [==============================] - 0s 10ms/step >7, 664/693, d1=0.682, d2=0.667 g=1.028 2/2 [==============================] - 0s 9ms/step >7, 665/693, d1=0.659, d2=0.680 g=1.072 2/2 [==============================] - 0s 10ms/step >7, 666/693, d1=0.684, d2=0.666 g=0.820 2/2 [==============================] - 0s 11ms/step >7, 667/693, d1=0.685, d2=0.704 g=1.088 2/2 [==============================] - 0s 11ms/step >7, 668/693, d1=0.695, d2=0.686 g=1.083 2/2 [==============================] - 0s 11ms/step >7, 669/693, d1=0.668, d2=0.689 g=0.948 2/2 [==============================] - 0s 10ms/step >7, 670/693, d1=0.679, d2=0.685 g=0.962 2/2 [==============================] - 0s 10ms/step >7, 671/693, d1=0.688, d2=0.693 g=1.018 2/2 [==============================] - 0s 11ms/step >7, 672/693, d1=0.695, d2=0.677 g=0.942 2/2 [==============================] - 0s 9ms/step >7, 673/693, d1=0.697, d2=0.687 g=1.031 2/2 [==============================] - 0s 10ms/step >7, 674/693, d1=0.677, d2=0.679 g=0.828 2/2 [==============================] - 0s 10ms/step >7, 675/693, d1=0.674, d2=0.679 g=1.162 2/2 [==============================] - 0s 11ms/step >7, 676/693, d1=0.697, d2=0.679 g=1.302 2/2 [==============================] - 0s 10ms/step >7, 677/693, d1=0.688, d2=0.650 g=0.835 2/2 [==============================] - 0s 11ms/step >7, 678/693, d1=0.698, d2=0.688 g=0.896 2/2 [==============================] - 0s 9ms/step >7, 679/693, d1=0.682, d2=0.646 g=0.989 2/2 [==============================] - 0s 10ms/step >7, 680/693, d1=0.686, d2=0.650 g=1.107 2/2 [==============================] - 0s 12ms/step >7, 681/693, d1=0.688, d2=0.673 g=0.907 2/2 [==============================] - 0s 11ms/step >7, 682/693, d1=0.681, d2=0.654 g=0.958 2/2 [==============================] - 0s 10ms/step >7, 683/693, d1=0.692, d2=0.655 g=1.212 2/2 [==============================] - 0s 11ms/step >7, 684/693, d1=0.697, d2=0.652 g=0.981 2/2 [==============================] - 0s 11ms/step >7, 685/693, d1=0.688, d2=0.681 g=1.110 2/2 [==============================] - 0s 11ms/step >7, 686/693, d1=0.683, d2=0.654 g=1.152 2/2 [==============================] - 0s 11ms/step >7, 687/693, d1=0.682, d2=0.652 g=0.893 2/2 [==============================] - 0s 11ms/step >7, 688/693, d1=0.680, d2=0.644 g=1.156 2/2 [==============================] - 0s 9ms/step >7, 689/693, d1=0.686, d2=0.691 g=1.244 2/2 [==============================] - 0s 11ms/step >7, 690/693, d1=0.684, d2=0.672 g=0.952 2/2 [==============================] - 0s 10ms/step >7, 691/693, d1=0.696, d2=0.684 g=1.142 2/2 [==============================] - 0s 11ms/step >7, 692/693, d1=0.683, d2=0.682 g=0.949 2/2 [==============================] - 0s 10ms/step >7, 693/693, d1=0.693, d2=0.681 g=0.899 2/2 [==============================] - 0s 10ms/step >8, 1/693, d1=0.697, d2=0.674 g=0.761 2/2 [==============================] - 0s 10ms/step >8, 2/693, d1=0.682, d2=0.674 g=0.972 2/2 [==============================] - 0s 11ms/step >8, 3/693, d1=0.684, d2=0.676 g=1.296 2/2 [==============================] - 0s 10ms/step >8, 4/693, d1=0.693, d2=0.694 g=1.092 2/2 [==============================] - 0s 10ms/step >8, 5/693, d1=0.679, d2=0.660 g=1.048 2/2 [==============================] - 0s 8ms/step >8, 6/693, d1=0.686, d2=0.690 g=1.021 2/2 [==============================] - 0s 10ms/step >8, 7/693, d1=0.684, d2=0.687 g=1.013 2/2 [==============================] - 0s 11ms/step >8, 8/693, d1=0.694, d2=0.680 g=1.093 2/2 [==============================] - 0s 11ms/step >8, 9/693, d1=0.701, d2=0.681 g=1.025 2/2 [==============================] - 0s 10ms/step >8, 10/693, d1=0.696, d2=0.670 g=0.760 2/2 [==============================] - 0s 10ms/step >8, 11/693, d1=0.682, d2=0.660 g=0.877 2/2 [==============================] - 0s 10ms/step >8, 12/693, d1=0.684, d2=0.697 g=0.958 2/2 [==============================] - 0s 10ms/step >8, 13/693, d1=0.681, d2=0.672 g=1.099 2/2 [==============================] - 0s 12ms/step >8, 14/693, d1=0.679, d2=0.675 g=1.035 2/2 [==============================] - 0s 10ms/step >8, 15/693, d1=0.690, d2=0.651 g=1.049 2/2 [==============================] - 0s 10ms/step >8, 16/693, d1=0.682, d2=0.680 g=0.900 2/2 [==============================] - 0s 11ms/step >8, 17/693, d1=0.692, d2=0.695 g=1.043 2/2 [==============================] - 0s 10ms/step >8, 18/693, d1=0.686, d2=0.684 g=0.982 2/2 [==============================] - 0s 11ms/step >8, 19/693, d1=0.689, d2=0.693 g=1.171 2/2 [==============================] - 0s 10ms/step >8, 20/693, d1=0.689, d2=0.671 g=1.177 2/2 [==============================] - 0s 10ms/step >8, 21/693, d1=0.691, d2=0.690 g=0.962 2/2 [==============================] - 0s 9ms/step >8, 22/693, d1=0.684, d2=0.673 g=0.985 2/2 [==============================] - 0s 11ms/step >8, 23/693, d1=0.686, d2=0.672 g=1.105 2/2 [==============================] - 0s 10ms/step >8, 24/693, d1=0.689, d2=0.685 g=1.052 2/2 [==============================] - 0s 11ms/step >8, 25/693, d1=0.681, d2=0.678 g=1.171 2/2 [==============================] - 0s 9ms/step >8, 26/693, d1=0.694, d2=0.654 g=0.989 2/2 [==============================] - 0s 10ms/step >8, 27/693, d1=0.694, d2=0.659 g=1.039 2/2 [==============================] - 0s 9ms/step >8, 28/693, d1=0.691, d2=0.670 g=0.974 2/2 [==============================] - 0s 10ms/step >8, 29/693, d1=0.687, d2=0.688 g=0.773 2/2 [==============================] - 0s 10ms/step >8, 30/693, d1=0.690, d2=0.691 g=0.835 2/2 [==============================] - 0s 11ms/step >8, 31/693, d1=0.689, d2=0.656 g=1.104 2/2 [==============================] - 0s 10ms/step >8, 32/693, d1=0.682, d2=0.666 g=0.971 2/2 [==============================] - 0s 10ms/step >8, 33/693, d1=0.686, d2=0.679 g=1.320 2/2 [==============================] - 0s 11ms/step >8, 34/693, d1=0.679, d2=0.676 g=1.052 2/2 [==============================] - 0s 11ms/step >8, 35/693, d1=0.682, d2=0.675 g=0.912 2/2 [==============================] - 0s 10ms/step >8, 36/693, d1=0.688, d2=0.661 g=1.042 2/2 [==============================] - 0s 10ms/step >8, 37/693, d1=0.670, d2=0.687 g=1.104 2/2 [==============================] - 0s 10ms/step >8, 38/693, d1=0.678, d2=0.624 g=0.896 2/2 [==============================] - 0s 9ms/step >8, 39/693, d1=0.680, d2=0.653 g=0.913 2/2 [==============================] - 0s 11ms/step >8, 40/693, d1=0.674, d2=0.689 g=1.045 2/2 [==============================] - 0s 10ms/step >8, 41/693, d1=0.682, d2=0.670 g=1.037 2/2 [==============================] - 0s 12ms/step >8, 42/693, d1=0.681, d2=0.669 g=1.053 2/2 [==============================] - 0s 11ms/step >8, 43/693, d1=0.687, d2=0.679 g=1.120 2/2 [==============================] - 0s 10ms/step >8, 44/693, d1=0.690, d2=0.694 g=0.968 2/2 [==============================] - 0s 11ms/step >8, 45/693, d1=0.680, d2=0.687 g=1.043 2/2 [==============================] - 0s 10ms/step >8, 46/693, d1=0.681, d2=0.696 g=0.895 2/2 [==============================] - 0s 10ms/step >8, 47/693, d1=0.679, d2=0.686 g=1.039 2/2 [==============================] - 0s 11ms/step >8, 48/693, d1=0.667, d2=0.682 g=1.106 2/2 [==============================] - 0s 11ms/step >8, 49/693, d1=0.680, d2=0.696 g=0.960 2/2 [==============================] - 0s 12ms/step >8, 50/693, d1=0.682, d2=0.659 g=0.971 2/2 [==============================] - 0s 9ms/step >8, 51/693, d1=0.675, d2=0.707 g=1.297 2/2 [==============================] - 0s 11ms/step >8, 52/693, d1=0.674, d2=0.645 g=0.754 2/2 [==============================] - 0s 11ms/step >8, 53/693, d1=0.663, d2=0.692 g=1.583 2/2 [==============================] - 0s 12ms/step >8, 54/693, d1=0.654, d2=0.677 g=1.035 2/2 [==============================] - 0s 10ms/step >8, 55/693, d1=0.668, d2=0.697 g=1.269 2/2 [==============================] - 0s 10ms/step >8, 56/693, d1=0.674, d2=0.630 g=0.970 2/2 [==============================] - 0s 12ms/step >8, 57/693, d1=0.692, d2=0.667 g=0.967 2/2 [==============================] - 0s 11ms/step >8, 58/693, d1=0.682, d2=0.688 g=0.896 2/2 [==============================] - 0s 9ms/step >8, 59/693, d1=0.688, d2=0.699 g=1.033 2/2 [==============================] - 0s 11ms/step >8, 60/693, d1=0.676, d2=0.684 g=0.829 2/2 [==============================] - 0s 11ms/step >8, 61/693, d1=0.677, d2=0.696 g=1.150 2/2 [==============================] - 0s 11ms/step >8, 62/693, d1=0.683, d2=0.656 g=1.176 2/2 [==============================] - 0s 10ms/step >8, 63/693, d1=0.675, d2=0.659 g=1.021 2/2 [==============================] - 0s 11ms/step >8, 64/693, d1=0.649, d2=0.654 g=0.826 2/2 [==============================] - 0s 11ms/step >8, 65/693, d1=0.676, d2=0.701 g=1.251 2/2 [==============================] - 0s 11ms/step >8, 66/693, d1=0.669, d2=0.674 g=1.033 2/2 [==============================] - 0s 10ms/step >8, 67/693, d1=0.669, d2=0.698 g=1.186 2/2 [==============================] - 0s 11ms/step >8, 68/693, d1=0.679, d2=0.660 g=0.953 2/2 [==============================] - 0s 11ms/step >8, 69/693, d1=0.672, d2=0.699 g=1.039 2/2 [==============================] - 0s 9ms/step >8, 70/693, d1=0.673, d2=0.695 g=1.183 2/2 [==============================] - 0s 11ms/step >8, 71/693, d1=0.679, d2=0.660 g=1.101 2/2 [==============================] - 0s 9ms/step >8, 72/693, d1=0.687, d2=0.703 g=1.032 2/2 [==============================] - 0s 11ms/step >8, 73/693, d1=0.684, d2=0.705 g=0.820 2/2 [==============================] - 0s 11ms/step >8, 74/693, d1=0.678, d2=0.646 g=0.757 2/2 [==============================] - 0s 10ms/step >8, 75/693, d1=0.679, d2=0.617 g=1.315 2/2 [==============================] - 0s 9ms/step >8, 76/693, d1=0.664, d2=0.675 g=0.970 2/2 [==============================] - 0s 11ms/step >8, 77/693, d1=0.680, d2=0.656 g=1.094 2/2 [==============================] - 0s 12ms/step >8, 78/693, d1=0.675, d2=0.657 g=1.040 2/2 [==============================] - 0s 10ms/step >8, 79/693, d1=0.692, d2=0.708 g=1.022 2/2 [==============================] - 0s 11ms/step >8, 80/693, d1=0.689, d2=0.711 g=0.899 2/2 [==============================] - 0s 12ms/step >8, 81/693, d1=0.682, d2=0.668 g=1.135 2/2 [==============================] - 0s 11ms/step >8, 82/693, d1=0.671, d2=0.697 g=1.267 2/2 [==============================] - 0s 11ms/step >8, 83/693, d1=0.679, d2=0.700 g=1.226 2/2 [==============================] - 0s 11ms/step >8, 84/693, d1=0.672, d2=0.680 g=1.096 2/2 [==============================] - 0s 11ms/step >8, 85/693, d1=0.683, d2=0.652 g=1.167 2/2 [==============================] - 0s 11ms/step >8, 86/693, d1=0.677, d2=0.678 g=0.889 2/2 [==============================] - 0s 11ms/step >8, 87/693, d1=0.677, d2=0.698 g=0.974 2/2 [==============================] - 0s 11ms/step >8, 88/693, d1=0.692, d2=0.641 g=0.893 2/2 [==============================] - 0s 10ms/step >8, 89/693, d1=0.683, d2=0.709 g=1.249 2/2 [==============================] - 0s 11ms/step >8, 90/693, d1=0.686, d2=0.690 g=0.955 2/2 [==============================] - 0s 11ms/step >8, 91/693, d1=0.693, d2=0.702 g=0.839 2/2 [==============================] - 0s 11ms/step >8, 92/693, d1=0.691, d2=0.686 g=0.967 2/2 [==============================] - 0s 10ms/step >8, 93/693, d1=0.693, d2=0.661 g=0.907 2/2 [==============================] - 0s 10ms/step >8, 94/693, d1=0.692, d2=0.683 g=1.025 2/2 [==============================] - 0s 11ms/step >8, 95/693, d1=0.674, d2=0.678 g=0.837 2/2 [==============================] - 0s 10ms/step >8, 96/693, d1=0.683, d2=0.689 g=1.118 2/2 [==============================] - 0s 11ms/step >8, 97/693, d1=0.679, d2=0.684 g=1.106 2/2 [==============================] - 0s 10ms/step >8, 98/693, d1=0.685, d2=0.674 g=0.983 2/2 [==============================] - 0s 10ms/step >8, 99/693, d1=0.688, d2=0.688 g=1.109 2/2 [==============================] - 0s 11ms/step >8, 100/693, d1=0.688, d2=0.651 g=1.181 2/2 [==============================] - 0s 11ms/step >8, 101/693, d1=0.685, d2=0.693 g=1.257 2/2 [==============================] - 0s 10ms/step >8, 102/693, d1=0.690, d2=0.682 g=0.957 2/2 [==============================] - 0s 10ms/step >8, 103/693, d1=0.679, d2=0.686 g=1.097 2/2 [==============================] - 0s 11ms/step >8, 104/693, d1=0.697, d2=0.669 g=1.043 2/2 [==============================] - 0s 11ms/step >8, 105/693, d1=0.684, d2=0.665 g=1.126 2/2 [==============================] - 0s 11ms/step >8, 106/693, d1=0.681, d2=0.677 g=0.828 2/2 [==============================] - 0s 10ms/step >8, 107/693, d1=0.678, d2=0.668 g=1.241 2/2 [==============================] - 0s 10ms/step >8, 108/693, d1=0.673, d2=0.689 g=0.886 2/2 [==============================] - 0s 10ms/step >8, 109/693, d1=0.691, d2=0.670 g=0.894 2/2 [==============================] - 0s 11ms/step >8, 110/693, d1=0.688, d2=0.677 g=0.956 2/2 [==============================] - 0s 10ms/step >8, 111/693, d1=0.672, d2=0.681 g=1.161 2/2 [==============================] - 0s 11ms/step >8, 112/693, d1=0.686, d2=0.682 g=0.896 2/2 [==============================] - 0s 11ms/step >8, 113/693, d1=0.686, d2=0.668 g=1.148 2/2 [==============================] - 0s 12ms/step >8, 114/693, d1=0.669, d2=0.663 g=1.038 2/2 [==============================] - 0s 11ms/step >8, 115/693, d1=0.690, d2=0.689 g=0.963 2/2 [==============================] - 0s 10ms/step >8, 116/693, d1=0.690, d2=0.685 g=0.828 2/2 [==============================] - 0s 10ms/step >8, 117/693, d1=0.679, d2=0.698 g=1.395 2/2 [==============================] - 0s 10ms/step >8, 118/693, d1=0.676, d2=0.691 g=1.026 2/2 [==============================] - 0s 10ms/step >8, 119/693, d1=0.669, d2=0.687 g=0.895 2/2 [==============================] - 0s 10ms/step >8, 120/693, d1=0.681, d2=0.703 g=0.821 2/2 [==============================] - 0s 10ms/step >8, 121/693, d1=0.673, d2=0.681 g=1.340 2/2 [==============================] - 0s 10ms/step >8, 122/693, d1=0.682, d2=0.688 g=1.097 2/2 [==============================] - 0s 11ms/step >8, 123/693, d1=0.671, d2=0.705 g=1.094 2/2 [==============================] - 0s 12ms/step >8, 124/693, d1=0.684, d2=0.705 g=1.029 2/2 [==============================] - 0s 11ms/step >8, 125/693, d1=0.682, d2=0.660 g=1.086 2/2 [==============================] - 0s 10ms/step >8, 126/693, d1=0.680, d2=0.687 g=1.223 2/2 [==============================] - 0s 10ms/step >8, 127/693, d1=0.681, d2=0.665 g=0.910 2/2 [==============================] - 0s 11ms/step >8, 128/693, d1=0.659, d2=0.665 g=0.960 2/2 [==============================] - 0s 10ms/step >8, 129/693, d1=0.693, d2=0.664 g=1.295 2/2 [==============================] - 0s 11ms/step >8, 130/693, d1=0.671, d2=0.701 g=1.032 2/2 [==============================] - 0s 11ms/step >8, 131/693, d1=0.677, d2=0.686 g=0.948 2/2 [==============================] - 0s 11ms/step >8, 132/693, d1=0.681, d2=0.690 g=0.903 2/2 [==============================] - 0s 10ms/step >8, 133/693, d1=0.685, d2=0.692 g=0.687 2/2 [==============================] - 0s 10ms/step >8, 134/693, d1=0.682, d2=0.673 g=1.091 2/2 [==============================] - 0s 10ms/step >8, 135/693, d1=0.688, d2=0.695 g=0.957 2/2 [==============================] - 0s 11ms/step >8, 136/693, d1=0.679, d2=0.715 g=0.870 2/2 [==============================] - 0s 11ms/step >8, 137/693, d1=0.681, d2=0.710 g=1.035 2/2 [==============================] - 0s 11ms/step >8, 138/693, d1=0.671, d2=0.696 g=0.960 2/2 [==============================] - 0s 10ms/step >8, 139/693, d1=0.673, d2=0.668 g=0.816 2/2 [==============================] - 0s 10ms/step >8, 140/693, d1=0.667, d2=0.682 g=0.876 2/2 [==============================] - 0s 10ms/step >8, 141/693, d1=0.676, d2=0.703 g=0.956 2/2 [==============================] - 0s 11ms/step >8, 142/693, d1=0.676, d2=0.678 g=1.089 2/2 [==============================] - 0s 11ms/step >8, 143/693, d1=0.688, d2=0.688 g=1.303 2/2 [==============================] - 0s 10ms/step >8, 144/693, d1=0.679, d2=0.628 g=1.232 2/2 [==============================] - 0s 10ms/step >8, 145/693, d1=0.684, d2=0.684 g=0.889 2/2 [==============================] - 0s 10ms/step >8, 146/693, d1=0.691, d2=0.702 g=0.960 2/2 [==============================] - 0s 10ms/step >8, 147/693, d1=0.680, d2=0.682 g=1.018 2/2 [==============================] - 0s 12ms/step >8, 148/693, d1=0.682, d2=0.680 g=0.828 2/2 [==============================] - 0s 11ms/step >8, 149/693, d1=0.675, d2=0.685 g=0.982 2/2 [==============================] - 0s 10ms/step >8, 150/693, d1=0.681, d2=0.684 g=1.041 2/2 [==============================] - 0s 10ms/step >8, 151/693, d1=0.675, d2=0.688 g=1.173 2/2 [==============================] - 0s 10ms/step >8, 152/693, d1=0.679, d2=0.685 g=1.240 2/2 [==============================] - 0s 11ms/step >8, 153/693, d1=0.682, d2=0.688 g=0.900 2/2 [==============================] - 0s 11ms/step >8, 154/693, d1=0.683, d2=0.669 g=0.977 2/2 [==============================] - 0s 11ms/step >8, 155/693, d1=0.683, d2=0.675 g=1.187 2/2 [==============================] - 0s 10ms/step >8, 156/693, d1=0.682, d2=0.656 g=1.100 2/2 [==============================] - 0s 10ms/step >8, 157/693, d1=0.680, d2=0.690 g=1.185 2/2 [==============================] - 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0s 11ms/step >8, 224/693, d1=0.684, d2=0.712 g=0.896 2/2 [==============================] - 0s 10ms/step >8, 225/693, d1=0.684, d2=0.689 g=1.103 2/2 [==============================] - 0s 10ms/step >8, 226/693, d1=0.682, d2=0.702 g=0.977 2/2 [==============================] - 0s 11ms/step >8, 227/693, d1=0.691, d2=0.705 g=0.968 2/2 [==============================] - 0s 11ms/step >8, 228/693, d1=0.676, d2=0.714 g=1.039 2/2 [==============================] - 0s 10ms/step >8, 229/693, d1=0.680, d2=0.700 g=1.248 2/2 [==============================] - 0s 10ms/step >8, 230/693, d1=0.680, d2=0.691 g=1.335 2/2 [==============================] - 0s 11ms/step >8, 231/693, d1=0.688, d2=0.641 g=1.117 2/2 [==============================] - 0s 11ms/step >8, 232/693, d1=0.677, d2=0.685 g=1.183 2/2 [==============================] - 0s 10ms/step >8, 233/693, d1=0.676, d2=0.679 g=1.193 2/2 [==============================] - 0s 11ms/step >8, 234/693, d1=0.682, d2=0.701 g=0.981 2/2 [==============================] - 0s 10ms/step >8, 235/693, d1=0.693, d2=0.701 g=1.047 2/2 [==============================] - 0s 9ms/step >8, 236/693, d1=0.679, d2=0.653 g=0.904 2/2 [==============================] - 0s 10ms/step >8, 237/693, d1=0.694, d2=0.664 g=1.330 2/2 [==============================] - 0s 11ms/step >8, 238/693, d1=0.684, d2=0.693 g=1.044 2/2 [==============================] - 0s 10ms/step >8, 239/693, d1=0.684, d2=0.683 g=0.909 2/2 [==============================] - 0s 10ms/step >8, 240/693, d1=0.686, d2=0.695 g=0.986 2/2 [==============================] - 0s 10ms/step >8, 241/693, d1=0.691, d2=0.667 g=1.120 2/2 [==============================] - 0s 11ms/step >8, 242/693, d1=0.675, d2=0.672 g=1.051 2/2 [==============================] - 0s 10ms/step >8, 243/693, d1=0.692, d2=0.679 g=0.763 2/2 [==============================] - 0s 11ms/step >8, 244/693, d1=0.683, d2=0.676 g=0.839 2/2 [==============================] - 0s 13ms/step >8, 245/693, d1=0.685, d2=0.651 g=1.116 2/2 [==============================] - 0s 11ms/step >8, 246/693, d1=0.692, d2=0.641 g=1.191 2/2 [==============================] - 0s 11ms/step >8, 247/693, d1=0.681, d2=0.676 g=1.326 2/2 [==============================] - 0s 10ms/step >8, 248/693, d1=0.694, d2=0.693 g=1.104 2/2 [==============================] - 0s 11ms/step >8, 249/693, d1=0.688, d2=0.633 g=0.830 2/2 [==============================] - 0s 11ms/step >8, 250/693, d1=0.684, d2=0.649 g=1.034 2/2 [==============================] - 0s 10ms/step >8, 251/693, d1=0.682, d2=0.672 g=1.061 2/2 [==============================] - 0s 9ms/step >8, 252/693, d1=0.693, d2=0.650 g=0.910 2/2 [==============================] - 0s 11ms/step >8, 253/693, d1=0.684, d2=0.669 g=1.331 2/2 [==============================] - 0s 11ms/step >8, 254/693, d1=0.690, d2=0.673 g=0.914 2/2 [==============================] - 0s 10ms/step >8, 255/693, d1=0.672, d2=0.691 g=0.827 2/2 [==============================] - 0s 11ms/step >8, 256/693, d1=0.687, d2=0.652 g=1.052 2/2 [==============================] - 0s 10ms/step >8, 257/693, d1=0.681, d2=0.653 g=0.847 2/2 [==============================] - 0s 10ms/step >8, 258/693, d1=0.676, d2=0.666 g=1.119 2/2 [==============================] - 0s 11ms/step >8, 259/693, d1=0.684, d2=0.684 g=0.837 2/2 [==============================] - 0s 10ms/step >8, 260/693, d1=0.688, d2=0.667 g=1.187 2/2 [==============================] - 0s 10ms/step >8, 261/693, d1=0.692, d2=0.682 g=0.982 2/2 [==============================] - 0s 10ms/step >8, 262/693, d1=0.685, d2=0.660 g=1.127 2/2 [==============================] - 0s 10ms/step >8, 263/693, d1=0.681, d2=0.683 g=1.135 2/2 [==============================] - 0s 10ms/step >8, 264/693, d1=0.686, d2=0.672 g=1.055 2/2 [==============================] - 0s 11ms/step >8, 265/693, d1=0.674, d2=0.699 g=0.926 2/2 [==============================] - 0s 10ms/step >8, 266/693, d1=0.681, d2=0.675 g=0.956 2/2 [==============================] - 0s 10ms/step >8, 267/693, d1=0.694, d2=0.699 g=0.822 2/2 [==============================] - 0s 11ms/step >8, 268/693, d1=0.693, d2=0.702 g=0.900 2/2 [==============================] - 0s 11ms/step >8, 269/693, d1=0.669, d2=0.687 g=1.118 2/2 [==============================] - 0s 11ms/step >8, 270/693, d1=0.701, d2=0.694 g=0.993 2/2 [==============================] - 0s 11ms/step >8, 271/693, d1=0.697, d2=0.684 g=0.954 2/2 [==============================] - 0s 10ms/step >8, 272/693, d1=0.690, d2=0.661 g=1.209 2/2 [==============================] - 0s 11ms/step >8, 273/693, d1=0.688, d2=0.673 g=0.998 2/2 [==============================] - 0s 10ms/step >8, 274/693, d1=0.681, d2=0.686 g=1.252 2/2 [==============================] - 0s 15ms/step >8, 275/693, d1=0.684, d2=0.681 g=1.558 2/2 [==============================] - 0s 10ms/step >8, 276/693, d1=0.684, d2=0.663 g=0.914 2/2 [==============================] - 0s 10ms/step >8, 277/693, d1=0.693, d2=0.672 g=0.768 2/2 [==============================] - 0s 10ms/step >8, 278/693, d1=0.687, d2=0.673 g=1.046 2/2 [==============================] - 0s 10ms/step >8, 279/693, d1=0.686, d2=0.672 g=0.838 2/2 [==============================] - 0s 11ms/step >8, 280/693, d1=0.681, d2=0.674 g=1.107 2/2 [==============================] - 0s 10ms/step >8, 281/693, d1=0.691, d2=0.651 g=1.032 2/2 [==============================] - 0s 11ms/step >8, 282/693, d1=0.675, d2=0.670 g=1.206 2/2 [==============================] - 0s 10ms/step >8, 283/693, d1=0.676, d2=0.681 g=1.198 2/2 [==============================] - 0s 10ms/step >8, 284/693, d1=0.687, d2=0.702 g=1.203 2/2 [==============================] - 0s 10ms/step >8, 285/693, d1=0.679, d2=0.680 g=0.835 2/2 [==============================] - 0s 11ms/step >8, 286/693, d1=0.683, d2=0.660 g=0.892 2/2 [==============================] - 0s 10ms/step >8, 287/693, d1=0.680, d2=0.667 g=1.033 2/2 [==============================] - 0s 10ms/step >8, 288/693, d1=0.683, d2=0.702 g=1.187 2/2 [==============================] - 0s 11ms/step >8, 289/693, d1=0.680, d2=0.660 g=1.100 2/2 [==============================] - 0s 10ms/step >8, 290/693, d1=0.690, d2=0.675 g=1.196 2/2 [==============================] - 0s 10ms/step >8, 291/693, d1=0.679, d2=0.692 g=1.202 2/2 [==============================] - 0s 10ms/step >8, 292/693, d1=0.689, d2=0.681 g=1.280 2/2 [==============================] - 0s 11ms/step >8, 293/693, d1=0.679, d2=0.712 g=1.131 2/2 [==============================] - 0s 12ms/step >8, 294/693, d1=0.678, d2=0.706 g=1.190 2/2 [==============================] - 0s 10ms/step >8, 295/693, d1=0.670, d2=0.684 g=1.418 2/2 [==============================] - 0s 10ms/step >8, 296/693, d1=0.689, d2=0.680 g=0.836 2/2 [==============================] - 0s 10ms/step >8, 297/693, d1=0.678, d2=0.673 g=0.919 2/2 [==============================] - 0s 10ms/step >8, 298/693, d1=0.683, d2=0.697 g=0.997 2/2 [==============================] - 0s 11ms/step >8, 299/693, d1=0.679, d2=0.676 g=1.054 2/2 [==============================] - 0s 10ms/step >8, 300/693, d1=0.685, d2=0.684 g=0.827 2/2 [==============================] - 0s 12ms/step >8, 301/693, d1=0.683, d2=0.674 g=0.831 2/2 [==============================] - 0s 10ms/step >8, 302/693, d1=0.681, d2=0.689 g=1.272 2/2 [==============================] - 0s 9ms/step >8, 303/693, d1=0.685, d2=0.671 g=1.118 2/2 [==============================] - 0s 11ms/step >8, 304/693, d1=0.675, d2=0.695 g=1.044 2/2 [==============================] - 0s 10ms/step >8, 305/693, d1=0.686, d2=0.681 g=1.324 2/2 [==============================] - 0s 10ms/step >8, 306/693, d1=0.681, d2=0.702 g=1.033 2/2 [==============================] - 0s 11ms/step >8, 307/693, d1=0.684, d2=0.692 g=1.107 2/2 [==============================] - 0s 11ms/step >8, 308/693, d1=0.678, d2=0.665 g=0.834 2/2 [==============================] - 0s 10ms/step >8, 309/693, d1=0.688, d2=0.683 g=1.190 2/2 [==============================] - 0s 10ms/step >8, 310/693, d1=0.674, d2=0.665 g=1.110 2/2 [==============================] - 0s 10ms/step >8, 311/693, d1=0.678, d2=0.661 g=1.134 2/2 [==============================] - 0s 11ms/step >8, 312/693, d1=0.673, d2=0.698 g=1.043 2/2 [==============================] - 0s 10ms/step >8, 313/693, d1=0.671, d2=0.643 g=1.061 2/2 [==============================] - 0s 10ms/step >8, 314/693, d1=0.675, d2=0.686 g=1.263 2/2 [==============================] - 0s 10ms/step >8, 315/693, d1=0.669, d2=0.673 g=0.993 2/2 [==============================] - 0s 10ms/step >8, 316/693, d1=0.696, d2=0.710 g=1.405 2/2 [==============================] - 0s 11ms/step >8, 317/693, d1=0.668, d2=0.663 g=1.250 2/2 [==============================] - 0s 11ms/step >8, 318/693, d1=0.689, d2=0.701 g=1.303 2/2 [==============================] - 0s 11ms/step >8, 319/693, d1=0.677, d2=0.618 g=0.834 2/2 [==============================] - 0s 10ms/step >8, 320/693, d1=0.688, d2=0.680 g=1.190 2/2 [==============================] - 0s 10ms/step >8, 321/693, d1=0.667, d2=0.700 g=1.344 2/2 [==============================] - 0s 10ms/step >8, 322/693, d1=0.678, d2=0.692 g=1.190 2/2 [==============================] - 0s 10ms/step >8, 323/693, d1=0.669, d2=0.692 g=0.832 2/2 [==============================] - 0s 11ms/step >8, 324/693, d1=0.674, d2=0.712 g=0.905 2/2 [==============================] - 0s 10ms/step >8, 325/693, d1=0.680, d2=0.704 g=0.897 2/2 [==============================] - 0s 10ms/step >8, 326/693, d1=0.690, d2=0.677 g=1.054 2/2 [==============================] - 0s 11ms/step >8, 327/693, d1=0.685, d2=0.674 g=0.965 2/2 [==============================] - 0s 11ms/step >8, 328/693, d1=0.684, d2=0.676 g=1.040 2/2 [==============================] - 0s 12ms/step >8, 329/693, d1=0.693, d2=0.682 g=0.905 2/2 [==============================] - 0s 11ms/step >8, 330/693, d1=0.673, d2=0.661 g=1.058 2/2 [==============================] - 0s 10ms/step >8, 331/693, d1=0.682, d2=0.678 g=1.368 2/2 [==============================] - 0s 10ms/step >8, 332/693, d1=0.687, d2=0.669 g=1.057 2/2 [==============================] - 0s 10ms/step >8, 333/693, d1=0.687, d2=0.685 g=1.094 2/2 [==============================] - 0s 10ms/step >8, 334/693, d1=0.673, d2=0.679 g=0.990 2/2 [==============================] - 0s 10ms/step >8, 335/693, d1=0.693, d2=0.718 g=1.127 2/2 [==============================] - 0s 10ms/step >8, 336/693, d1=0.699, d2=0.682 g=1.124 2/2 [==============================] - 0s 10ms/step >8, 337/693, d1=0.680, d2=0.703 g=1.065 2/2 [==============================] - 0s 10ms/step >8, 338/693, d1=0.683, d2=0.690 g=1.119 2/2 [==============================] - 0s 11ms/step >8, 339/693, d1=0.693, d2=0.709 g=1.044 2/2 [==============================] - 0s 10ms/step >8, 340/693, d1=0.684, d2=0.710 g=1.201 2/2 [==============================] - 0s 10ms/step >8, 341/693, d1=0.664, d2=0.676 g=1.052 2/2 [==============================] - 0s 11ms/step >8, 342/693, d1=0.692, d2=0.704 g=0.845 2/2 [==============================] - 0s 10ms/step >8, 343/693, d1=0.693, d2=0.698 g=1.226 2/2 [==============================] - 0s 10ms/step >8, 344/693, d1=0.689, d2=0.674 g=0.986 2/2 [==============================] - 0s 11ms/step >8, 345/693, d1=0.686, d2=0.660 g=1.213 2/2 [==============================] - 0s 11ms/step >8, 346/693, d1=0.690, d2=0.691 g=0.694 2/2 [==============================] - 0s 10ms/step >8, 347/693, d1=0.681, d2=0.647 g=0.856 2/2 [==============================] - 0s 10ms/step >8, 348/693, d1=0.693, d2=0.701 g=0.927 2/2 [==============================] - 0s 11ms/step >8, 349/693, d1=0.691, d2=0.681 g=1.310 2/2 [==============================] - 0s 10ms/step >8, 350/693, d1=0.694, d2=0.659 g=0.923 2/2 [==============================] - 0s 10ms/step >8, 351/693, d1=0.687, d2=0.675 g=1.598 2/2 [==============================] - 0s 11ms/step >8, 352/693, d1=0.698, d2=0.678 g=1.078 2/2 [==============================] - 0s 10ms/step >8, 353/693, d1=0.690, d2=0.667 g=1.148 2/2 [==============================] - 0s 10ms/step >8, 354/693, d1=0.689, d2=0.668 g=1.019 2/2 [==============================] - 0s 11ms/step >8, 355/693, d1=0.686, d2=0.630 g=1.091 2/2 [==============================] - 0s 10ms/step >8, 356/693, d1=0.690, d2=0.673 g=0.930 2/2 [==============================] - 0s 11ms/step >8, 357/693, d1=0.677, d2=0.652 g=1.380 2/2 [==============================] - 0s 11ms/step >8, 358/693, d1=0.693, d2=0.652 g=1.023 2/2 [==============================] - 0s 9ms/step >8, 359/693, d1=0.700, d2=0.666 g=1.068 2/2 [==============================] - 0s 11ms/step >8, 360/693, d1=0.705, d2=0.669 g=0.999 2/2 [==============================] - 0s 11ms/step >8, 361/693, d1=0.691, d2=0.631 g=1.085 2/2 [==============================] - 0s 11ms/step >8, 362/693, d1=0.696, d2=0.672 g=1.458 2/2 [==============================] - 0s 10ms/step >8, 363/693, d1=0.699, d2=0.654 g=1.166 2/2 [==============================] - 0s 11ms/step >8, 364/693, d1=0.679, d2=0.654 g=1.246 2/2 [==============================] - 0s 10ms/step >8, 365/693, d1=0.697, d2=0.634 g=1.211 2/2 [==============================] - 0s 10ms/step >8, 366/693, d1=0.687, d2=0.674 g=1.221 2/2 [==============================] - 0s 10ms/step >8, 367/693, d1=0.686, d2=0.685 g=1.081 2/2 [==============================] - 0s 10ms/step >8, 368/693, d1=0.676, d2=0.659 g=1.002 2/2 [==============================] - 0s 10ms/step >8, 369/693, d1=0.687, d2=0.669 g=1.282 2/2 [==============================] - 0s 11ms/step >8, 370/693, d1=0.691, d2=0.659 g=0.939 2/2 [==============================] - 0s 10ms/step >8, 371/693, d1=0.699, d2=0.677 g=0.935 2/2 [==============================] - 0s 10ms/step >8, 372/693, d1=0.687, d2=0.672 g=1.077 2/2 [==============================] - 0s 9ms/step >8, 373/693, d1=0.681, d2=0.649 g=1.073 2/2 [==============================] - 0s 10ms/step >8, 374/693, d1=0.690, d2=0.678 g=1.235 2/2 [==============================] - 0s 11ms/step >8, 375/693, d1=0.676, d2=0.681 g=0.842 2/2 [==============================] - 0s 10ms/step >8, 376/693, d1=0.674, d2=0.689 g=1.449 2/2 [==============================] - 0s 11ms/step >8, 377/693, d1=0.681, d2=0.653 g=1.299 2/2 [==============================] - 0s 10ms/step >8, 378/693, d1=0.679, d2=0.683 g=1.079 2/2 [==============================] - 0s 10ms/step >8, 379/693, d1=0.682, d2=0.675 g=0.841 2/2 [==============================] - 0s 9ms/step >8, 380/693, d1=0.682, d2=0.675 g=0.928 2/2 [==============================] - 0s 11ms/step >8, 381/693, d1=0.693, d2=0.705 g=1.063 2/2 [==============================] - 0s 10ms/step >8, 382/693, d1=0.689, d2=0.627 g=1.079 2/2 [==============================] - 0s 11ms/step >8, 383/693, d1=0.685, d2=0.669 g=1.007 2/2 [==============================] - 0s 10ms/step >8, 384/693, d1=0.681, d2=0.665 g=0.917 2/2 [==============================] - 0s 11ms/step >8, 385/693, d1=0.687, d2=0.693 g=1.546 2/2 [==============================] - 0s 11ms/step >8, 386/693, d1=0.680, d2=0.679 g=0.914 2/2 [==============================] - 0s 9ms/step >8, 387/693, d1=0.688, d2=0.680 g=0.979 2/2 [==============================] - 0s 11ms/step >8, 388/693, d1=0.689, d2=0.670 g=0.988 2/2 [==============================] - 0s 11ms/step >8, 389/693, d1=0.693, d2=0.664 g=1.077 2/2 [==============================] - 0s 9ms/step >8, 390/693, d1=0.678, d2=0.707 g=0.918 2/2 [==============================] - 0s 10ms/step >8, 391/693, d1=0.670, d2=0.688 g=0.903 2/2 [==============================] - 0s 11ms/step >8, 392/693, d1=0.694, d2=0.702 g=1.069 2/2 [==============================] - 0s 10ms/step >8, 393/693, d1=0.688, d2=0.678 g=1.078 2/2 [==============================] - 0s 10ms/step >8, 394/693, d1=0.692, d2=0.679 g=0.902 2/2 [==============================] - 0s 11ms/step >8, 395/693, d1=0.681, d2=0.674 g=1.211 2/2 [==============================] - 0s 10ms/step >8, 396/693, d1=0.686, d2=0.670 g=1.380 2/2 [==============================] - 0s 11ms/step >8, 397/693, d1=0.688, d2=0.642 g=0.978 2/2 [==============================] - 0s 11ms/step >8, 398/693, d1=0.674, d2=0.667 g=0.980 2/2 [==============================] - 0s 12ms/step >8, 399/693, d1=0.687, d2=0.672 g=1.227 2/2 [==============================] - 0s 10ms/step >8, 400/693, d1=0.691, d2=0.654 g=1.127 2/2 [==============================] - 0s 10ms/step >8, 401/693, d1=0.689, d2=0.674 g=1.583 2/2 [==============================] - 0s 10ms/step >8, 402/693, d1=0.678, d2=0.674 g=1.147 2/2 [==============================] - 0s 10ms/step >8, 403/693, d1=0.681, d2=0.676 g=1.001 2/2 [==============================] - 0s 10ms/step >8, 404/693, d1=0.670, d2=0.700 g=1.288 2/2 [==============================] - 0s 10ms/step >8, 405/693, d1=0.679, d2=0.701 g=0.990 2/2 [==============================] - 0s 10ms/step >8, 406/693, d1=0.704, d2=0.660 g=0.910 2/2 [==============================] - 0s 10ms/step >8, 407/693, d1=0.668, d2=0.675 g=0.933 2/2 [==============================] - 0s 11ms/step >8, 408/693, d1=0.679, d2=0.628 g=1.149 2/2 [==============================] - 0s 11ms/step >8, 409/693, d1=0.675, d2=0.683 g=1.067 2/2 [==============================] - 0s 10ms/step >8, 410/693, d1=0.691, d2=0.703 g=1.055 2/2 [==============================] - 0s 10ms/step >8, 411/693, d1=0.690, d2=0.676 g=0.909 2/2 [==============================] - 0s 11ms/step >8, 412/693, d1=0.681, d2=0.692 g=0.982 2/2 [==============================] - 0s 11ms/step >8, 413/693, d1=0.680, d2=0.636 g=1.266 2/2 [==============================] - 0s 11ms/step >8, 414/693, d1=0.677, d2=0.705 g=1.146 2/2 [==============================] - 0s 10ms/step >8, 415/693, d1=0.677, d2=0.686 g=1.226 2/2 [==============================] - 0s 11ms/step >8, 416/693, d1=0.670, d2=0.672 g=0.841 2/2 [==============================] - 0s 11ms/step >8, 417/693, d1=0.680, d2=0.697 g=0.918 2/2 [==============================] - 0s 10ms/step >8, 418/693, d1=0.671, d2=0.674 g=1.010 2/2 [==============================] - 0s 11ms/step >8, 419/693, d1=0.668, d2=0.693 g=0.988 2/2 [==============================] - 0s 10ms/step >8, 420/693, d1=0.680, d2=0.672 g=0.981 2/2 [==============================] - 0s 10ms/step >8, 421/693, d1=0.675, d2=0.680 g=1.162 2/2 [==============================] - 0s 11ms/step >8, 422/693, d1=0.676, d2=0.677 g=1.419 2/2 [==============================] - 0s 12ms/step >8, 423/693, d1=0.683, d2=0.690 g=0.927 2/2 [==============================] - 0s 11ms/step >8, 424/693, d1=0.680, d2=0.718 g=0.827 2/2 [==============================] - 0s 11ms/step >8, 425/693, d1=0.663, d2=0.664 g=0.908 2/2 [==============================] - 0s 10ms/step >8, 426/693, d1=0.667, d2=0.702 g=1.338 2/2 [==============================] - 0s 11ms/step >8, 427/693, d1=0.678, d2=0.671 g=0.827 2/2 [==============================] - 0s 11ms/step >8, 428/693, d1=0.680, d2=0.680 g=0.923 2/2 [==============================] - 0s 11ms/step >8, 429/693, d1=0.678, d2=0.693 g=0.830 2/2 [==============================] - 0s 11ms/step >8, 430/693, d1=0.673, d2=0.680 g=0.978 2/2 [==============================] - 0s 10ms/step >8, 431/693, d1=0.686, d2=0.676 g=1.190 2/2 [==============================] - 0s 10ms/step >8, 432/693, d1=0.677, d2=0.681 g=1.122 2/2 [==============================] - 0s 10ms/step >8, 433/693, d1=0.680, d2=0.659 g=1.049 2/2 [==============================] - 0s 11ms/step >8, 434/693, d1=0.683, d2=0.694 g=0.963 2/2 [==============================] - 0s 12ms/step >8, 435/693, d1=0.674, d2=0.689 g=1.425 2/2 [==============================] - 0s 11ms/step >8, 436/693, d1=0.682, d2=0.699 g=1.058 2/2 [==============================] - 0s 10ms/step >8, 437/693, d1=0.680, d2=0.703 g=1.208 2/2 [==============================] - 0s 10ms/step >8, 438/693, d1=0.683, d2=0.711 g=1.050 2/2 [==============================] - 0s 12ms/step >8, 439/693, d1=0.684, d2=0.652 g=1.293 2/2 [==============================] - 0s 11ms/step >8, 440/693, d1=0.685, d2=0.703 g=0.764 2/2 [==============================] - 0s 11ms/step >8, 441/693, d1=0.670, d2=0.674 g=0.978 2/2 [==============================] - 0s 10ms/step >8, 442/693, d1=0.680, d2=0.694 g=1.510 2/2 [==============================] - 0s 10ms/step >8, 443/693, d1=0.668, d2=0.690 g=1.069 2/2 [==============================] - 0s 11ms/step >8, 444/693, d1=0.687, d2=0.696 g=1.221 2/2 [==============================] - 0s 11ms/step >8, 445/693, d1=0.676, d2=0.669 g=1.080 2/2 [==============================] - 0s 11ms/step >8, 446/693, d1=0.691, d2=0.665 g=0.995 2/2 [==============================] - 0s 11ms/step >8, 447/693, d1=0.680, d2=0.684 g=1.042 2/2 [==============================] - 0s 11ms/step >8, 448/693, d1=0.680, d2=0.694 g=0.978 2/2 [==============================] - 0s 11ms/step >8, 449/693, d1=0.671, d2=0.693 g=1.050 2/2 [==============================] - 0s 10ms/step >8, 450/693, d1=0.686, d2=0.648 g=0.974 2/2 [==============================] - 0s 10ms/step >8, 451/693, d1=0.684, d2=0.672 g=1.068 2/2 [==============================] - 0s 11ms/step >8, 452/693, d1=0.666, d2=0.664 g=1.143 2/2 [==============================] - 0s 12ms/step >8, 453/693, d1=0.685, d2=0.679 g=0.847 2/2 [==============================] - 0s 11ms/step >8, 454/693, d1=0.683, d2=0.687 g=1.214 2/2 [==============================] - 0s 11ms/step >8, 455/693, d1=0.677, d2=0.679 g=1.288 2/2 [==============================] - 0s 10ms/step >8, 456/693, d1=0.672, d2=0.666 g=1.206 2/2 [==============================] - 0s 10ms/step >8, 457/693, d1=0.671, d2=0.683 g=1.391 2/2 [==============================] - 0s 11ms/step >8, 458/693, d1=0.684, d2=0.707 g=1.377 2/2 [==============================] - 0s 11ms/step >8, 459/693, d1=0.673, d2=0.658 g=1.086 2/2 [==============================] - 0s 9ms/step >8, 460/693, d1=0.678, d2=0.685 g=1.082 2/2 [==============================] - 0s 10ms/step >8, 461/693, d1=0.670, d2=0.635 g=1.086 2/2 [==============================] - 0s 11ms/step >8, 462/693, d1=0.683, d2=0.657 g=0.935 2/2 [==============================] - 0s 10ms/step >8, 463/693, d1=0.685, d2=0.678 g=1.072 2/2 [==============================] - 0s 11ms/step >8, 464/693, d1=0.677, d2=0.702 g=1.452 2/2 [==============================] - 0s 11ms/step >8, 465/693, d1=0.688, d2=0.703 g=1.300 2/2 [==============================] - 0s 8ms/step >8, 466/693, d1=0.679, d2=0.680 g=1.091 2/2 [==============================] - 0s 11ms/step >8, 467/693, d1=0.684, d2=0.633 g=1.197 2/2 [==============================] - 0s 11ms/step >8, 468/693, d1=0.680, d2=0.620 g=0.996 2/2 [==============================] - 0s 10ms/step >8, 469/693, d1=0.681, d2=0.646 g=0.937 2/2 [==============================] - 0s 11ms/step >8, 470/693, d1=0.691, d2=0.662 g=1.090 2/2 [==============================] - 0s 11ms/step >8, 471/693, d1=0.682, d2=0.684 g=1.169 2/2 [==============================] - 0s 11ms/step >8, 472/693, d1=0.681, d2=0.695 g=1.117 2/2 [==============================] - 0s 11ms/step >8, 473/693, d1=0.672, d2=0.634 g=1.166 2/2 [==============================] - 0s 11ms/step >8, 474/693, d1=0.685, d2=0.653 g=1.084 2/2 [==============================] - 0s 11ms/step >8, 475/693, d1=0.676, d2=0.659 g=1.091 2/2 [==============================] - 0s 11ms/step >8, 476/693, d1=0.683, d2=0.663 g=1.117 2/2 [==============================] - 0s 10ms/step >8, 477/693, d1=0.687, d2=0.686 g=1.037 2/2 [==============================] - 0s 10ms/step >8, 478/693, d1=0.682, d2=0.670 g=1.185 2/2 [==============================] - 0s 10ms/step >8, 479/693, d1=0.690, d2=0.698 g=1.017 2/2 [==============================] - 0s 10ms/step >8, 480/693, d1=0.682, d2=0.658 g=0.857 2/2 [==============================] - 0s 10ms/step >8, 481/693, d1=0.687, d2=0.695 g=0.869 2/2 [==============================] - 0s 10ms/step >8, 482/693, d1=0.690, d2=0.676 g=1.309 2/2 [==============================] - 0s 11ms/step >8, 483/693, d1=0.690, d2=0.683 g=1.268 2/2 [==============================] - 0s 11ms/step >8, 484/693, d1=0.688, d2=0.672 g=0.991 2/2 [==============================] - 0s 11ms/step >8, 485/693, d1=0.695, d2=0.685 g=0.849 2/2 [==============================] - 0s 10ms/step >8, 486/693, d1=0.692, d2=0.629 g=1.071 2/2 [==============================] - 0s 10ms/step >8, 487/693, d1=0.680, d2=0.669 g=1.305 2/2 [==============================] - 0s 11ms/step >8, 488/693, d1=0.686, d2=0.624 g=0.768 2/2 [==============================] - 0s 11ms/step >8, 489/693, d1=0.680, d2=0.703 g=1.126 2/2 [==============================] - 0s 11ms/step >8, 490/693, d1=0.669, d2=0.654 g=0.998 2/2 [==============================] - 0s 12ms/step >8, 491/693, d1=0.680, d2=0.669 g=0.761 2/2 [==============================] - 0s 11ms/step >8, 492/693, d1=0.670, d2=0.684 g=1.159 2/2 [==============================] - 0s 12ms/step >8, 493/693, d1=0.666, d2=0.624 g=1.157 2/2 [==============================] - 0s 10ms/step >8, 494/693, d1=0.674, d2=0.680 g=1.303 2/2 [==============================] - 0s 11ms/step >8, 495/693, d1=0.687, d2=0.668 g=1.208 2/2 [==============================] - 0s 10ms/step >8, 496/693, d1=0.680, d2=0.687 g=0.920 2/2 [==============================] - 0s 10ms/step >8, 497/693, d1=0.660, d2=0.689 g=1.136 2/2 [==============================] - 0s 10ms/step >8, 498/693, d1=0.661, d2=0.699 g=1.366 2/2 [==============================] - 0s 10ms/step >8, 499/693, d1=0.671, d2=0.671 g=0.903 2/2 [==============================] - 0s 10ms/step >8, 500/693, d1=0.666, d2=0.707 g=0.889 2/2 [==============================] - 0s 11ms/step >8, 501/693, d1=0.670, d2=0.711 g=1.300 2/2 [==============================] - 0s 10ms/step >8, 502/693, d1=0.682, d2=0.715 g=0.823 2/2 [==============================] - 0s 10ms/step >8, 503/693, d1=0.674, d2=0.687 g=1.211 2/2 [==============================] - 0s 10ms/step >8, 504/693, d1=0.683, d2=0.697 g=0.764 2/2 [==============================] - 0s 10ms/step >8, 505/693, d1=0.679, d2=0.732 g=1.055 2/2 [==============================] - 0s 11ms/step >8, 506/693, d1=0.688, d2=0.693 g=0.916 2/2 [==============================] - 0s 11ms/step >8, 507/693, d1=0.691, d2=0.712 g=1.466 2/2 [==============================] - 0s 11ms/step >8, 508/693, d1=0.681, d2=0.687 g=1.375 2/2 [==============================] - 0s 11ms/step >8, 509/693, d1=0.694, d2=0.703 g=1.149 2/2 [==============================] - 0s 11ms/step >8, 510/693, d1=0.689, d2=0.675 g=0.973 2/2 [==============================] - 0s 11ms/step >8, 511/693, d1=0.686, d2=0.709 g=0.921 2/2 [==============================] - 0s 10ms/step >8, 512/693, d1=0.683, d2=0.670 g=1.302 2/2 [==============================] - 0s 9ms/step >8, 513/693, d1=0.684, d2=0.664 g=1.073 2/2 [==============================] - 0s 10ms/step >8, 514/693, d1=0.684, d2=0.690 g=1.145 2/2 [==============================] - 0s 9ms/step >8, 515/693, d1=0.675, d2=0.699 g=0.989 2/2 [==============================] - 0s 11ms/step >8, 516/693, d1=0.684, d2=0.664 g=1.093 2/2 [==============================] - 0s 12ms/step >8, 517/693, d1=0.681, d2=0.644 g=1.076 2/2 [==============================] - 0s 10ms/step >8, 518/693, d1=0.682, d2=0.692 g=1.081 2/2 [==============================] - 0s 11ms/step >8, 519/693, d1=0.689, d2=0.674 g=1.007 2/2 [==============================] - 0s 10ms/step >8, 520/693, d1=0.682, d2=0.660 g=0.933 2/2 [==============================] - 0s 11ms/step >8, 521/693, d1=0.675, d2=0.642 g=0.920 2/2 [==============================] - 0s 11ms/step >8, 522/693, d1=0.682, d2=0.692 g=1.096 2/2 [==============================] - 0s 11ms/step >8, 523/693, d1=0.684, d2=0.681 g=0.851 2/2 [==============================] - 0s 10ms/step >8, 524/693, d1=0.687, d2=0.677 g=0.940 2/2 [==============================] - 0s 11ms/step >8, 525/693, d1=0.671, d2=0.661 g=1.016 2/2 [==============================] - 0s 11ms/step >8, 526/693, d1=0.694, d2=0.671 g=1.241 2/2 [==============================] - 0s 11ms/step >8, 527/693, d1=0.680, d2=0.663 g=1.341 2/2 [==============================] - 0s 11ms/step >8, 528/693, d1=0.685, d2=0.673 g=0.858 2/2 [==============================] - 0s 9ms/step >8, 529/693, d1=0.676, d2=0.665 g=1.022 2/2 [==============================] - 0s 10ms/step >8, 530/693, d1=0.679, d2=0.671 g=0.857 2/2 [==============================] - 0s 10ms/step >8, 531/693, d1=0.691, d2=0.654 g=1.029 2/2 [==============================] - 0s 11ms/step >8, 532/693, d1=0.682, d2=0.676 g=1.412 2/2 [==============================] - 0s 10ms/step >8, 533/693, d1=0.682, d2=0.672 g=0.862 2/2 [==============================] - 0s 10ms/step >8, 534/693, d1=0.676, d2=0.663 g=0.864 2/2 [==============================] - 0s 11ms/step >8, 535/693, d1=0.682, d2=0.678 g=0.696 2/2 [==============================] - 0s 10ms/step >8, 536/693, d1=0.681, d2=0.686 g=1.089 2/2 [==============================] - 0s 11ms/step >8, 537/693, d1=0.694, d2=0.669 g=1.008 2/2 [==============================] - 0s 10ms/step >8, 538/693, d1=0.683, d2=0.696 g=1.001 2/2 [==============================] - 0s 11ms/step >8, 539/693, d1=0.693, d2=0.696 g=0.858 2/2 [==============================] - 0s 11ms/step >8, 540/693, d1=0.683, d2=0.664 g=1.190 2/2 [==============================] - 0s 11ms/step >8, 541/693, d1=0.683, d2=0.675 g=1.400 2/2 [==============================] - 0s 9ms/step >8, 542/693, d1=0.684, d2=0.675 g=1.323 2/2 [==============================] - 0s 11ms/step >8, 543/693, d1=0.679, d2=0.707 g=1.159 2/2 [==============================] - 0s 10ms/step >8, 544/693, d1=0.689, d2=0.650 g=1.471 2/2 [==============================] - 0s 10ms/step >8, 545/693, d1=0.680, d2=0.692 g=0.915 2/2 [==============================] - 0s 9ms/step >8, 546/693, d1=0.678, d2=0.682 g=1.390 2/2 [==============================] - 0s 10ms/step >8, 547/693, d1=0.679, d2=0.667 g=0.914 2/2 [==============================] - 0s 11ms/step >8, 548/693, d1=0.686, d2=0.687 g=1.232 2/2 [==============================] - 0s 11ms/step >8, 549/693, d1=0.685, d2=0.652 g=1.000 2/2 [==============================] - 0s 11ms/step >8, 550/693, d1=0.681, d2=0.697 g=0.769 2/2 [==============================] - 0s 11ms/step >8, 551/693, d1=0.676, d2=0.680 g=1.066 2/2 [==============================] - 0s 11ms/step >8, 552/693, d1=0.676, d2=0.694 g=0.996 2/2 [==============================] - 0s 11ms/step >8, 553/693, d1=0.674, d2=0.698 g=1.163 2/2 [==============================] - 0s 9ms/step >8, 554/693, d1=0.678, d2=0.685 g=0.918 2/2 [==============================] - 0s 10ms/step >8, 555/693, d1=0.669, d2=0.675 g=1.360 2/2 [==============================] - 0s 10ms/step >8, 556/693, d1=0.681, d2=0.701 g=0.925 2/2 [==============================] - 0s 10ms/step >8, 557/693, d1=0.678, d2=0.690 g=1.337 2/2 [==============================] - 0s 11ms/step >8, 558/693, d1=0.676, d2=0.687 g=1.073 2/2 [==============================] - 0s 10ms/step >8, 559/693, d1=0.684, d2=0.681 g=0.927 2/2 [==============================] - 0s 11ms/step >8, 560/693, d1=0.670, d2=0.703 g=1.379 2/2 [==============================] - 0s 10ms/step >8, 561/693, d1=0.675, d2=0.664 g=1.485 2/2 [==============================] - 0s 10ms/step >8, 562/693, d1=0.692, d2=0.701 g=1.082 2/2 [==============================] - 0s 11ms/step >8, 563/693, d1=0.678, d2=0.676 g=0.918 2/2 [==============================] - 0s 9ms/step >8, 564/693, d1=0.681, d2=0.716 g=1.314 2/2 [==============================] - 0s 10ms/step >8, 565/693, d1=0.667, d2=0.708 g=1.246 2/2 [==============================] - 0s 10ms/step >8, 566/693, d1=0.684, d2=0.642 g=0.991 2/2 [==============================] - 0s 9ms/step >8, 567/693, d1=0.686, d2=0.684 g=1.071 2/2 [==============================] - 0s 10ms/step >8, 568/693, d1=0.685, d2=0.684 g=1.066 2/2 [==============================] - 0s 11ms/step >8, 569/693, d1=0.686, d2=0.674 g=1.067 2/2 [==============================] - 0s 10ms/step >8, 570/693, d1=0.681, d2=0.699 g=0.689 2/2 [==============================] - 0s 10ms/step >8, 571/693, d1=0.687, d2=0.659 g=0.853 2/2 [==============================] - 0s 11ms/step >8, 572/693, d1=0.685, d2=0.682 g=0.992 2/2 [==============================] - 0s 10ms/step >8, 573/693, d1=0.678, d2=0.683 g=1.018 2/2 [==============================] - 0s 11ms/step >8, 574/693, d1=0.689, d2=0.668 g=1.470 2/2 [==============================] - 0s 10ms/step >8, 575/693, d1=0.678, d2=0.627 g=1.659 2/2 [==============================] - 0s 11ms/step >8, 576/693, d1=0.683, d2=0.696 g=1.328 2/2 [==============================] - 0s 10ms/step >8, 577/693, d1=0.677, d2=0.692 g=0.998 2/2 [==============================] - 0s 10ms/step >8, 578/693, d1=0.695, d2=0.677 g=0.775 2/2 [==============================] - 0s 9ms/step >8, 579/693, d1=0.686, d2=0.628 g=0.995 2/2 [==============================] - 0s 11ms/step >8, 580/693, d1=0.683, d2=0.664 g=1.084 2/2 [==============================] - 0s 10ms/step >8, 581/693, d1=0.681, d2=0.670 g=1.078 2/2 [==============================] - 0s 11ms/step >8, 582/693, d1=0.681, d2=0.676 g=1.234 2/2 [==============================] - 0s 11ms/step >8, 583/693, d1=0.688, d2=0.686 g=1.241 2/2 [==============================] - 0s 11ms/step >8, 584/693, d1=0.693, d2=0.672 g=0.933 2/2 [==============================] - 0s 10ms/step >8, 585/693, d1=0.686, d2=0.676 g=1.150 2/2 [==============================] - 0s 11ms/step >8, 586/693, d1=0.686, d2=0.663 g=1.410 2/2 [==============================] - 0s 11ms/step >8, 587/693, d1=0.684, d2=0.644 g=1.003 2/2 [==============================] - 0s 11ms/step >8, 588/693, d1=0.689, d2=0.670 g=1.083 2/2 [==============================] - 0s 10ms/step >8, 589/693, d1=0.692, d2=0.670 g=0.847 2/2 [==============================] - 0s 10ms/step >8, 590/693, d1=0.687, d2=0.679 g=1.158 2/2 [==============================] - 0s 11ms/step >8, 591/693, d1=0.681, d2=0.677 g=1.084 2/2 [==============================] - 0s 12ms/step >8, 592/693, d1=0.683, d2=0.686 g=0.848 2/2 [==============================] - 0s 10ms/step >8, 593/693, d1=0.681, d2=0.677 g=0.929 2/2 [==============================] - 0s 9ms/step >8, 594/693, d1=0.670, d2=0.626 g=1.082 2/2 [==============================] - 0s 11ms/step >8, 595/693, d1=0.676, d2=0.674 g=1.018 2/2 [==============================] - 0s 12ms/step >8, 596/693, d1=0.679, d2=0.658 g=1.330 2/2 [==============================] - 0s 10ms/step >8, 597/693, d1=0.688, d2=0.675 g=1.480 2/2 [==============================] - 0s 10ms/step >8, 598/693, d1=0.684, d2=0.690 g=1.257 2/2 [==============================] - 0s 11ms/step >8, 599/693, d1=0.670, d2=0.665 g=0.764 2/2 [==============================] - 0s 10ms/step >8, 600/693, d1=0.682, d2=0.682 g=0.850 2/2 [==============================] - 0s 11ms/step >8, 601/693, d1=0.679, d2=0.682 g=1.007 2/2 [==============================] - 0s 11ms/step >8, 602/693, d1=0.684, d2=0.679 g=0.850 2/2 [==============================] - 0s 12ms/step >8, 603/693, d1=0.685, d2=0.684 g=1.156 2/2 [==============================] - 0s 9ms/step >8, 604/693, d1=0.690, d2=0.689 g=1.019 2/2 [==============================] - 0s 10ms/step >8, 605/693, d1=0.672, d2=0.679 g=0.841 2/2 [==============================] - 0s 11ms/step >8, 606/693, d1=0.682, d2=0.683 g=1.118 2/2 [==============================] - 0s 11ms/step >8, 607/693, d1=0.681, d2=0.640 g=1.001 2/2 [==============================] - 0s 11ms/step >8, 608/693, d1=0.677, d2=0.695 g=1.172 2/2 [==============================] - 0s 10ms/step >8, 609/693, d1=0.667, d2=0.665 g=1.165 2/2 [==============================] - 0s 10ms/step >8, 610/693, d1=0.672, d2=0.690 g=0.997 2/2 [==============================] - 0s 11ms/step >8, 611/693, d1=0.673, d2=0.680 g=0.849 2/2 [==============================] - 0s 10ms/step >8, 612/693, d1=0.678, d2=0.667 g=0.842 2/2 [==============================] - 0s 10ms/step >8, 613/693, d1=0.676, d2=0.682 g=0.920 2/2 [==============================] - 0s 10ms/step >8, 614/693, d1=0.679, d2=0.704 g=1.512 2/2 [==============================] - 0s 10ms/step >8, 615/693, d1=0.682, d2=0.665 g=0.924 2/2 [==============================] - 0s 10ms/step >8, 616/693, d1=0.688, d2=0.696 g=0.998 2/2 [==============================] - 0s 11ms/step >8, 617/693, d1=0.676, d2=0.656 g=1.103 2/2 [==============================] - 0s 10ms/step >8, 618/693, d1=0.680, d2=0.686 g=1.006 2/2 [==============================] - 0s 11ms/step >8, 619/693, d1=0.677, d2=0.712 g=1.164 2/2 [==============================] - 0s 10ms/step >8, 620/693, d1=0.685, d2=0.670 g=1.244 2/2 [==============================] - 0s 12ms/step >8, 621/693, d1=0.673, d2=0.707 g=0.908 2/2 [==============================] - 0s 11ms/step >8, 622/693, d1=0.674, d2=0.713 g=1.075 2/2 [==============================] - 0s 10ms/step >8, 623/693, d1=0.671, d2=0.697 g=1.240 2/2 [==============================] - 0s 11ms/step >8, 624/693, d1=0.681, d2=0.708 g=1.240 2/2 [==============================] - 0s 11ms/step >8, 625/693, d1=0.673, d2=0.684 g=1.141 2/2 [==============================] - 0s 11ms/step >8, 626/693, d1=0.691, d2=0.709 g=0.755 2/2 [==============================] - 0s 10ms/step >8, 627/693, d1=0.672, d2=0.709 g=1.073 2/2 [==============================] - 0s 12ms/step >8, 628/693, d1=0.670, d2=0.691 g=1.103 2/2 [==============================] - 0s 11ms/step >8, 629/693, d1=0.678, d2=0.681 g=0.996 2/2 [==============================] - 0s 10ms/step >8, 630/693, d1=0.682, d2=0.702 g=1.076 2/2 [==============================] - 0s 11ms/step >8, 631/693, d1=0.686, d2=0.673 g=1.073 2/2 [==============================] - 0s 10ms/step >8, 632/693, d1=0.686, d2=0.702 g=1.250 2/2 [==============================] - 0s 11ms/step >8, 633/693, d1=0.682, d2=0.706 g=1.100 2/2 [==============================] - 0s 9ms/step >8, 634/693, d1=0.691, d2=0.669 g=1.427 2/2 [==============================] - 0s 12ms/step >8, 635/693, d1=0.695, d2=0.686 g=0.772 2/2 [==============================] - 0s 11ms/step >8, 636/693, d1=0.676, d2=0.690 g=1.092 2/2 [==============================] - 0s 11ms/step >8, 637/693, d1=0.691, d2=0.681 g=0.855 2/2 [==============================] - 0s 10ms/step >8, 638/693, d1=0.688, d2=0.661 g=0.695 2/2 [==============================] - 0s 10ms/step >8, 639/693, d1=0.695, d2=0.698 g=1.027 2/2 [==============================] - 0s 10ms/step >8, 640/693, d1=0.685, d2=0.701 g=0.925 2/2 [==============================] - 0s 11ms/step >8, 641/693, d1=0.694, d2=0.622 g=0.935 2/2 [==============================] - 0s 10ms/step >8, 642/693, d1=0.686, d2=0.653 g=1.197 2/2 [==============================] - 0s 10ms/step >8, 643/693, d1=0.676, d2=0.683 g=1.265 2/2 [==============================] - 0s 11ms/step >8, 644/693, d1=0.690, d2=0.659 g=0.790 2/2 [==============================] - 0s 9ms/step >8, 645/693, d1=0.685, d2=0.697 g=1.185 2/2 [==============================] - 0s 11ms/step >8, 646/693, d1=0.700, d2=0.653 g=1.339 2/2 [==============================] - 0s 10ms/step >8, 647/693, d1=0.690, d2=0.683 g=1.108 2/2 [==============================] - 0s 10ms/step >8, 648/693, d1=0.685, d2=0.657 g=0.867 2/2 [==============================] - 0s 11ms/step >8, 649/693, d1=0.694, d2=0.654 g=1.204 2/2 [==============================] - 0s 10ms/step >8, 650/693, d1=0.680, d2=0.673 g=1.198 2/2 [==============================] - 0s 10ms/step >8, 651/693, d1=0.685, d2=0.649 g=1.558 2/2 [==============================] - 0s 11ms/step >8, 652/693, d1=0.674, d2=0.641 g=1.261 2/2 [==============================] - 0s 10ms/step >8, 653/693, d1=0.677, d2=0.687 g=1.256 2/2 [==============================] - 0s 10ms/step >8, 654/693, d1=0.697, d2=0.686 g=0.951 2/2 [==============================] - 0s 10ms/step >8, 655/693, d1=0.683, d2=0.648 g=1.005 2/2 [==============================] - 0s 10ms/step >8, 656/693, d1=0.685, d2=0.695 g=1.193 2/2 [==============================] - 0s 10ms/step >8, 657/693, d1=0.679, d2=0.684 g=1.016 2/2 [==============================] - 0s 10ms/step >8, 658/693, d1=0.678, d2=0.663 g=1.008 2/2 [==============================] - 0s 11ms/step >8, 659/693, d1=0.687, d2=0.688 g=0.854 2/2 [==============================] - 0s 12ms/step >8, 660/693, d1=0.682, d2=0.710 g=1.162 2/2 [==============================] - 0s 11ms/step >8, 661/693, d1=0.679, d2=0.603 g=1.088 2/2 [==============================] - 0s 11ms/step >8, 662/693, d1=0.670, d2=0.678 g=1.009 2/2 [==============================] - 0s 11ms/step >8, 663/693, d1=0.673, d2=0.675 g=1.104 2/2 [==============================] - 0s 10ms/step >8, 664/693, d1=0.678, d2=0.685 g=1.108 2/2 [==============================] - 0s 11ms/step >8, 665/693, d1=0.680, d2=0.663 g=1.250 2/2 [==============================] - 0s 11ms/step >8, 666/693, d1=0.684, d2=0.663 g=0.861 2/2 [==============================] - 0s 9ms/step >8, 667/693, d1=0.686, d2=0.687 g=0.948 2/2 [==============================] - 0s 10ms/step >8, 668/693, d1=0.680, d2=0.637 g=0.941 2/2 [==============================] - 0s 10ms/step >8, 669/693, d1=0.674, d2=0.685 g=1.344 2/2 [==============================] - 0s 11ms/step >8, 670/693, d1=0.671, d2=0.672 g=1.003 2/2 [==============================] - 0s 11ms/step >8, 671/693, d1=0.681, d2=0.660 g=1.020 2/2 [==============================] - 0s 10ms/step >8, 672/693, d1=0.685, d2=0.655 g=1.104 2/2 [==============================] - 0s 10ms/step >8, 673/693, d1=0.694, d2=0.679 g=1.032 2/2 [==============================] - 0s 11ms/step >8, 674/693, d1=0.683, d2=0.679 g=1.114 2/2 [==============================] - 0s 11ms/step >8, 675/693, d1=0.686, d2=0.689 g=1.102 2/2 [==============================] - 0s 10ms/step >8, 676/693, d1=0.671, d2=0.672 g=1.186 2/2 [==============================] - 0s 11ms/step >8, 677/693, d1=0.688, d2=0.687 g=1.269 2/2 [==============================] - 0s 11ms/step >8, 678/693, d1=0.676, d2=0.650 g=0.950 2/2 [==============================] - 0s 11ms/step >8, 679/693, d1=0.691, d2=0.694 g=0.772 2/2 [==============================] - 0s 11ms/step >8, 680/693, d1=0.673, d2=0.670 g=0.856 2/2 [==============================] - 0s 11ms/step >8, 681/693, d1=0.678, d2=0.670 g=1.190 2/2 [==============================] - 0s 10ms/step >8, 682/693, d1=0.680, d2=0.695 g=1.113 2/2 [==============================] - 0s 10ms/step >8, 683/693, d1=0.664, d2=0.679 g=1.259 2/2 [==============================] - 0s 11ms/step >8, 684/693, d1=0.666, d2=0.670 g=0.938 2/2 [==============================] - 0s 9ms/step >8, 685/693, d1=0.667, d2=0.678 g=0.948 2/2 [==============================] - 0s 11ms/step >8, 686/693, d1=0.683, d2=0.679 g=0.782 2/2 [==============================] - 0s 10ms/step >8, 687/693, d1=0.695, d2=0.677 g=0.862 2/2 [==============================] - 0s 10ms/step >8, 688/693, d1=0.696, d2=0.672 g=1.110 2/2 [==============================] - 0s 11ms/step >8, 689/693, d1=0.691, d2=0.686 g=0.928 2/2 [==============================] - 0s 11ms/step >8, 690/693, d1=0.679, d2=0.701 g=1.216 2/2 [==============================] - 0s 11ms/step >8, 691/693, d1=0.678, d2=0.665 g=1.121 2/2 [==============================] - 0s 10ms/step >8, 692/693, d1=0.680, d2=0.673 g=0.957 2/2 [==============================] - 0s 10ms/step >8, 693/693, d1=0.693, d2=0.688 g=1.467 2/2 [==============================] - 0s 10ms/step >9, 1/693, d1=0.686, d2=0.693 g=1.128 2/2 [==============================] - 0s 10ms/step >9, 2/693, d1=0.690, d2=0.710 g=1.367 2/2 [==============================] - 0s 10ms/step >9, 3/693, d1=0.676, d2=0.653 g=1.354 2/2 [==============================] - 0s 11ms/step >9, 4/693, d1=0.684, d2=0.688 g=1.127 2/2 [==============================] - 0s 11ms/step >9, 5/693, d1=0.663, d2=0.703 g=0.966 2/2 [==============================] - 0s 10ms/step >9, 6/693, d1=0.680, d2=0.632 g=1.111 2/2 [==============================] - 0s 10ms/step >9, 7/693, d1=0.683, d2=0.685 g=1.210 2/2 [==============================] - 0s 11ms/step >9, 8/693, d1=0.705, d2=0.665 g=1.042 2/2 [==============================] - 0s 10ms/step >9, 9/693, d1=0.681, d2=0.662 g=0.965 2/2 [==============================] - 0s 10ms/step >9, 10/693, d1=0.687, d2=0.668 g=1.126 2/2 [==============================] - 0s 11ms/step >9, 11/693, d1=0.683, d2=0.643 g=1.059 2/2 [==============================] - 0s 10ms/step >9, 12/693, d1=0.670, d2=0.669 g=1.223 2/2 [==============================] - 0s 11ms/step >9, 13/693, d1=0.695, d2=0.651 g=1.286 2/2 [==============================] - 0s 11ms/step >9, 14/693, d1=0.687, d2=0.677 g=1.134 2/2 [==============================] - 0s 13ms/step >9, 15/693, d1=0.695, d2=0.634 g=0.981 2/2 [==============================] - 0s 12ms/step >9, 16/693, d1=0.670, d2=0.630 g=0.876 2/2 [==============================] - 0s 11ms/step >9, 17/693, d1=0.687, d2=0.664 g=0.871 2/2 [==============================] - 0s 11ms/step >9, 18/693, d1=0.697, d2=0.671 g=0.961 2/2 [==============================] - 0s 10ms/step >9, 19/693, d1=0.694, d2=0.674 g=1.118 2/2 [==============================] - 0s 12ms/step >9, 20/693, d1=0.686, d2=0.652 g=1.264 2/2 [==============================] - 0s 10ms/step >9, 21/693, d1=0.696, d2=0.659 g=1.550 2/2 [==============================] - 0s 11ms/step >9, 22/693, d1=0.685, d2=0.681 g=1.116 2/2 [==============================] - 0s 11ms/step >9, 23/693, d1=0.697, d2=0.666 g=0.943 2/2 [==============================] - 0s 10ms/step >9, 24/693, d1=0.683, d2=0.643 g=1.116 2/2 [==============================] - 0s 10ms/step >9, 25/693, d1=0.686, d2=0.670 g=1.240 2/2 [==============================] - 0s 11ms/step >9, 26/693, d1=0.680, d2=0.660 g=1.275 2/2 [==============================] - 0s 10ms/step >9, 27/693, d1=0.687, d2=0.673 g=1.209 2/2 [==============================] - 0s 10ms/step >9, 28/693, d1=0.679, d2=0.673 g=0.931 2/2 [==============================] - 0s 11ms/step >9, 29/693, d1=0.682, d2=0.667 g=1.012 2/2 [==============================] - 0s 12ms/step >9, 30/693, d1=0.670, d2=0.673 g=1.172 2/2 [==============================] - 0s 9ms/step >9, 31/693, d1=0.675, d2=0.682 g=0.934 2/2 [==============================] - 0s 11ms/step >9, 32/693, d1=0.673, d2=0.690 g=1.083 2/2 [==============================] - 0s 11ms/step >9, 33/693, d1=0.674, d2=0.625 g=1.027 2/2 [==============================] - 0s 10ms/step >9, 34/693, d1=0.684, d2=0.678 g=0.917 2/2 [==============================] - 0s 9ms/step >9, 35/693, d1=0.684, d2=0.696 g=1.240 2/2 [==============================] - 0s 10ms/step >9, 36/693, d1=0.666, d2=0.675 g=1.094 2/2 [==============================] - 0s 10ms/step >9, 37/693, d1=0.671, d2=0.723 g=0.925 2/2 [==============================] - 0s 10ms/step >9, 38/693, d1=0.680, d2=0.719 g=1.247 2/2 [==============================] - 0s 11ms/step >9, 39/693, d1=0.683, d2=0.679 g=1.087 2/2 [==============================] - 0s 10ms/step >9, 40/693, d1=0.673, d2=0.676 g=0.835 2/2 [==============================] - 0s 12ms/step >9, 41/693, d1=0.669, d2=0.686 g=0.940 2/2 [==============================] - 0s 10ms/step >9, 42/693, d1=0.683, d2=0.682 g=1.105 2/2 [==============================] - 0s 10ms/step >9, 43/693, d1=0.673, d2=0.702 g=1.020 2/2 [==============================] - 0s 10ms/step >9, 44/693, d1=0.670, d2=0.721 g=1.241 2/2 [==============================] - 0s 10ms/step >9, 45/693, d1=0.677, d2=0.688 g=1.024 2/2 [==============================] - 0s 11ms/step >9, 46/693, d1=0.680, d2=0.699 g=1.354 2/2 [==============================] - 0s 11ms/step >9, 47/693, d1=0.673, d2=0.682 g=1.189 2/2 [==============================] - 0s 10ms/step >9, 48/693, d1=0.665, d2=0.691 g=1.030 2/2 [==============================] - 0s 10ms/step >9, 49/693, d1=0.680, d2=0.695 g=0.851 2/2 [==============================] - 0s 10ms/step >9, 50/693, d1=0.678, d2=0.690 g=1.013 2/2 [==============================] - 0s 11ms/step >9, 51/693, d1=0.679, d2=0.710 g=1.201 2/2 [==============================] - 0s 10ms/step >9, 52/693, d1=0.663, d2=0.660 g=1.566 2/2 [==============================] - 0s 10ms/step >9, 53/693, d1=0.678, d2=0.686 g=1.521 2/2 [==============================] - 0s 10ms/step >9, 54/693, d1=0.660, d2=0.680 g=1.032 2/2 [==============================] - 0s 10ms/step >9, 55/693, d1=0.687, d2=0.684 g=1.105 2/2 [==============================] - 0s 12ms/step >9, 56/693, d1=0.665, d2=0.702 g=0.863 2/2 [==============================] - 0s 11ms/step >9, 57/693, d1=0.674, d2=0.673 g=1.449 2/2 [==============================] - 0s 10ms/step >9, 58/693, d1=0.678, d2=0.657 g=1.017 2/2 [==============================] - 0s 11ms/step >9, 59/693, d1=0.667, d2=0.684 g=1.117 2/2 [==============================] - 0s 11ms/step >9, 60/693, d1=0.664, d2=0.707 g=0.942 2/2 [==============================] - 0s 11ms/step >9, 61/693, d1=0.684, d2=0.682 g=1.019 2/2 [==============================] - 0s 11ms/step >9, 62/693, d1=0.664, d2=0.643 g=1.111 2/2 [==============================] - 0s 11ms/step >9, 63/693, d1=0.666, d2=0.691 g=1.105 2/2 [==============================] - 0s 11ms/step >9, 64/693, d1=0.673, d2=0.677 g=1.021 2/2 [==============================] - 0s 11ms/step >9, 65/693, d1=0.661, d2=0.681 g=1.378 2/2 [==============================] - 0s 10ms/step >9, 66/693, d1=0.670, d2=0.652 g=1.034 2/2 [==============================] - 0s 12ms/step >9, 67/693, d1=0.672, d2=0.692 g=1.109 2/2 [==============================] - 0s 10ms/step >9, 68/693, d1=0.685, d2=0.669 g=1.719 2/2 [==============================] - 0s 10ms/step >9, 69/693, d1=0.677, d2=0.663 g=1.111 2/2 [==============================] - 0s 12ms/step >9, 70/693, d1=0.675, d2=0.699 g=0.955 2/2 [==============================] - 0s 10ms/step >9, 71/693, d1=0.673, d2=0.670 g=0.937 2/2 [==============================] - 0s 10ms/step >9, 72/693, d1=0.680, d2=0.674 g=1.363 2/2 [==============================] - 0s 10ms/step >9, 73/693, d1=0.677, d2=0.689 g=1.233 2/2 [==============================] - 0s 10ms/step >9, 74/693, d1=0.666, d2=0.688 g=1.024 2/2 [==============================] - 0s 10ms/step >9, 75/693, d1=0.682, d2=0.713 g=1.337 2/2 [==============================] - 0s 11ms/step >9, 76/693, d1=0.673, d2=0.677 g=1.262 2/2 [==============================] - 0s 10ms/step >9, 77/693, d1=0.667, d2=0.677 g=1.173 2/2 [==============================] - 0s 10ms/step >9, 78/693, d1=0.680, d2=0.706 g=0.937 2/2 [==============================] - 0s 11ms/step >9, 79/693, d1=0.668, d2=0.671 g=1.021 2/2 [==============================] - 0s 11ms/step >9, 80/693, d1=0.686, d2=0.715 g=1.186 2/2 [==============================] - 0s 10ms/step >9, 81/693, d1=0.677, d2=0.675 g=1.514 2/2 [==============================] - 0s 10ms/step >9, 82/693, d1=0.685, d2=0.647 g=0.941 2/2 [==============================] - 0s 10ms/step >9, 83/693, d1=0.679, d2=0.685 g=0.772 2/2 [==============================] - 0s 11ms/step >9, 84/693, d1=0.672, d2=0.658 g=0.944 2/2 [==============================] - 0s 11ms/step >9, 85/693, d1=0.684, d2=0.699 g=1.010 2/2 [==============================] - 0s 11ms/step >9, 86/693, d1=0.691, d2=0.682 g=1.272 2/2 [==============================] - 0s 10ms/step >9, 87/693, d1=0.674, d2=0.684 g=1.029 2/2 [==============================] - 0s 11ms/step >9, 88/693, d1=0.655, d2=0.665 g=0.860 2/2 [==============================] - 0s 11ms/step >9, 89/693, d1=0.677, d2=0.675 g=1.034 2/2 [==============================] - 0s 10ms/step >9, 90/693, d1=0.666, d2=0.631 g=1.036 2/2 [==============================] - 0s 11ms/step >9, 91/693, d1=0.673, d2=0.694 g=0.875 2/2 [==============================] - 0s 11ms/step >9, 92/693, d1=0.673, d2=0.664 g=1.365 2/2 [==============================] - 0s 11ms/step >9, 93/693, d1=0.666, d2=0.680 g=1.641 2/2 [==============================] - 0s 10ms/step >9, 94/693, d1=0.670, d2=0.698 g=1.194 2/2 [==============================] - 0s 11ms/step >9, 95/693, d1=0.684, d2=0.664 g=0.872 2/2 [==============================] - 0s 10ms/step >9, 96/693, d1=0.670, d2=0.657 g=1.297 2/2 [==============================] - 0s 11ms/step >9, 97/693, d1=0.676, d2=0.677 g=0.953 2/2 [==============================] - 0s 11ms/step >9, 98/693, d1=0.699, d2=0.695 g=1.117 2/2 [==============================] - 0s 11ms/step >9, 99/693, d1=0.669, d2=0.700 g=1.277 2/2 [==============================] - 0s 10ms/step >9, 100/693, d1=0.696, d2=0.650 g=1.183 2/2 [==============================] - 0s 12ms/step >9, 101/693, d1=0.665, d2=0.697 g=0.942 2/2 [==============================] - 0s 10ms/step >9, 102/693, d1=0.677, d2=0.696 g=1.213 2/2 [==============================] - 0s 9ms/step >9, 103/693, d1=0.689, d2=0.682 g=0.776 2/2 [==============================] - 0s 11ms/step >9, 104/693, d1=0.673, d2=0.678 g=1.018 2/2 [==============================] - 0s 10ms/step >9, 105/693, d1=0.680, d2=0.673 g=0.856 2/2 [==============================] - 0s 11ms/step >9, 106/693, d1=0.694, d2=0.690 g=1.420 2/2 [==============================] - 0s 11ms/step >9, 107/693, d1=0.688, d2=0.719 g=1.110 2/2 [==============================] - 0s 10ms/step >9, 108/693, d1=0.694, d2=0.661 g=0.858 2/2 [==============================] - 0s 10ms/step >9, 109/693, d1=0.693, d2=0.693 g=1.050 2/2 [==============================] - 0s 10ms/step >9, 110/693, d1=0.699, d2=0.676 g=1.476 2/2 [==============================] - 0s 9ms/step >9, 111/693, d1=0.702, d2=0.657 g=0.945 2/2 [==============================] - 0s 11ms/step >9, 112/693, d1=0.684, d2=0.667 g=1.445 2/2 [==============================] - 0s 12ms/step >9, 113/693, d1=0.695, d2=0.683 g=1.554 2/2 [==============================] - 0s 10ms/step >9, 114/693, d1=0.672, d2=0.641 g=1.134 2/2 [==============================] - 0s 9ms/step >9, 115/693, d1=0.690, d2=0.685 g=0.875 2/2 [==============================] - 0s 10ms/step >9, 116/693, d1=0.680, d2=0.695 g=1.110 2/2 [==============================] - 0s 11ms/step >9, 117/693, d1=0.684, d2=0.679 g=1.038 2/2 [==============================] - 0s 10ms/step >9, 118/693, d1=0.689, d2=0.682 g=1.050 2/2 [==============================] - 0s 11ms/step >9, 119/693, d1=0.694, d2=0.680 g=1.053 2/2 [==============================] - 0s 10ms/step >9, 120/693, d1=0.676, d2=0.634 g=0.793 2/2 [==============================] - 0s 10ms/step >9, 121/693, d1=0.682, d2=0.645 g=1.253 2/2 [==============================] - 0s 11ms/step >9, 122/693, d1=0.677, d2=0.644 g=1.406 2/2 [==============================] - 0s 11ms/step >9, 123/693, d1=0.678, d2=0.653 g=0.876 2/2 [==============================] - 0s 11ms/step >9, 124/693, d1=0.675, d2=0.678 g=1.434 2/2 [==============================] - 0s 10ms/step >9, 125/693, d1=0.686, d2=0.668 g=1.219 2/2 [==============================] - 0s 10ms/step >9, 126/693, d1=0.669, d2=0.666 g=1.312 2/2 [==============================] - 0s 11ms/step >9, 127/693, d1=0.690, d2=0.660 g=0.887 2/2 [==============================] - 0s 11ms/step >9, 128/693, d1=0.689, d2=0.692 g=1.338 2/2 [==============================] - 0s 11ms/step >9, 129/693, d1=0.670, d2=0.666 g=0.960 2/2 [==============================] - 0s 11ms/step >9, 130/693, d1=0.690, d2=0.683 g=1.142 2/2 [==============================] - 0s 10ms/step >9, 131/693, d1=0.683, d2=0.651 g=1.423 2/2 [==============================] - 0s 11ms/step >9, 132/693, d1=0.678, d2=0.685 g=1.600 2/2 [==============================] - 0s 10ms/step >9, 133/693, d1=0.684, d2=0.683 g=0.876 2/2 [==============================] - 0s 10ms/step >9, 134/693, d1=0.666, d2=0.665 g=1.132 2/2 [==============================] - 0s 10ms/step >9, 135/693, d1=0.672, d2=0.694 g=1.311 2/2 [==============================] - 0s 11ms/step >9, 136/693, d1=0.686, d2=0.684 g=1.225 2/2 [==============================] - 0s 10ms/step >9, 137/693, d1=0.669, d2=0.680 g=1.126 2/2 [==============================] - 0s 10ms/step >9, 138/693, d1=0.691, d2=0.684 g=1.128 2/2 [==============================] - 0s 10ms/step >9, 139/693, d1=0.682, d2=0.687 g=1.125 2/2 [==============================] - 0s 11ms/step >9, 140/693, d1=0.677, d2=0.689 g=0.944 2/2 [==============================] - 0s 11ms/step >9, 141/693, d1=0.679, d2=0.697 g=1.220 2/2 [==============================] - 0s 10ms/step >9, 142/693, d1=0.679, d2=0.700 g=1.744 2/2 [==============================] - 0s 11ms/step >9, 143/693, d1=0.672, d2=0.695 g=1.141 2/2 [==============================] - 0s 10ms/step >9, 144/693, d1=0.675, d2=0.708 g=0.841 2/2 [==============================] - 0s 10ms/step >9, 145/693, d1=0.678, d2=0.675 g=1.201 2/2 [==============================] - 0s 10ms/step >9, 146/693, d1=0.684, d2=0.704 g=1.389 2/2 [==============================] - 0s 11ms/step >9, 147/693, d1=0.683, d2=0.705 g=1.277 2/2 [==============================] - 0s 11ms/step >9, 148/693, d1=0.675, d2=0.697 g=1.407 2/2 [==============================] - 0s 11ms/step >9, 149/693, d1=0.684, d2=0.711 g=1.226 2/2 [==============================] - 0s 11ms/step >9, 150/693, d1=0.694, d2=0.700 g=1.222 2/2 [==============================] - 0s 10ms/step >9, 151/693, d1=0.692, d2=0.672 g=1.128 2/2 [==============================] - 0s 9ms/step >9, 152/693, d1=0.686, d2=0.675 g=1.395 2/2 [==============================] - 0s 10ms/step >9, 153/693, d1=0.690, d2=0.666 g=0.961 2/2 [==============================] - 0s 12ms/step >9, 154/693, d1=0.691, d2=0.674 g=1.142 2/2 [==============================] - 0s 10ms/step >9, 155/693, d1=0.694, d2=0.682 g=1.230 2/2 [==============================] - 0s 10ms/step >9, 156/693, d1=0.692, d2=0.645 g=1.046 2/2 [==============================] - 0s 11ms/step >9, 157/693, d1=0.686, d2=0.667 g=1.308 2/2 [==============================] - 0s 10ms/step >9, 158/693, d1=0.692, d2=0.677 g=1.044 2/2 [==============================] - 0s 11ms/step >9, 159/693, d1=0.687, d2=0.649 g=1.241 2/2 [==============================] - 0s 11ms/step >9, 160/693, d1=0.690, d2=0.661 g=1.360 2/2 [==============================] - 0s 10ms/step >9, 161/693, d1=0.689, d2=0.688 g=1.410 2/2 [==============================] - 0s 9ms/step >9, 162/693, d1=0.674, d2=0.660 g=1.160 2/2 [==============================] - 0s 10ms/step >9, 163/693, d1=0.696, d2=0.640 g=1.390 2/2 [==============================] - 0s 11ms/step >9, 164/693, d1=0.688, d2=0.662 g=1.414 2/2 [==============================] - 0s 10ms/step >9, 165/693, d1=0.686, d2=0.667 g=1.314 2/2 [==============================] - 0s 10ms/step >9, 166/693, d1=0.692, d2=0.668 g=0.884 2/2 [==============================] - 0s 11ms/step >9, 167/693, d1=0.679, d2=0.622 g=0.947 2/2 [==============================] - 0s 10ms/step >9, 168/693, d1=0.670, d2=0.687 g=0.962 2/2 [==============================] - 0s 10ms/step >9, 169/693, d1=0.684, d2=0.664 g=1.060 2/2 [==============================] - 0s 10ms/step >9, 170/693, d1=0.682, d2=0.640 g=1.393 2/2 [==============================] - 0s 10ms/step >9, 171/693, d1=0.682, d2=0.664 g=1.233 2/2 [==============================] - 0s 10ms/step >9, 172/693, d1=0.683, d2=0.664 g=1.637 2/2 [==============================] - 0s 12ms/step >9, 173/693, d1=0.688, d2=0.679 g=1.152 2/2 [==============================] - 0s 11ms/step >9, 174/693, d1=0.696, d2=0.685 g=1.067 2/2 [==============================] - 0s 10ms/step >9, 175/693, d1=0.688, d2=0.668 g=1.075 2/2 [==============================] - 0s 10ms/step >9, 176/693, d1=0.688, d2=0.694 g=1.287 2/2 [==============================] - 0s 11ms/step >9, 177/693, d1=0.677, d2=0.699 g=1.056 2/2 [==============================] - 0s 10ms/step >9, 178/693, d1=0.691, d2=0.685 g=1.190 2/2 [==============================] - 0s 11ms/step >9, 179/693, d1=0.701, d2=0.665 g=0.866 2/2 [==============================] - 0s 11ms/step >9, 180/693, d1=0.694, d2=0.634 g=1.218 2/2 [==============================] - 0s 11ms/step >9, 181/693, d1=0.692, d2=0.678 g=0.923 2/2 [==============================] - 0s 10ms/step >9, 182/693, d1=0.684, d2=0.682 g=0.862 2/2 [==============================] - 0s 10ms/step >9, 183/693, d1=0.680, d2=0.683 g=1.623 2/2 [==============================] - 0s 12ms/step >9, 184/693, d1=0.684, d2=0.677 g=1.125 2/2 [==============================] - 0s 10ms/step >9, 185/693, d1=0.690, d2=0.682 g=1.101 2/2 [==============================] - 0s 11ms/step >9, 186/693, d1=0.683, d2=0.697 g=1.275 2/2 [==============================] - 0s 10ms/step >9, 187/693, d1=0.680, d2=0.695 g=0.784 2/2 [==============================] - 0s 11ms/step >9, 188/693, d1=0.695, d2=0.691 g=1.271 2/2 [==============================] - 0s 10ms/step >9, 189/693, d1=0.676, d2=0.670 g=1.013 2/2 [==============================] - 0s 10ms/step >9, 190/693, d1=0.693, d2=0.680 g=1.703 2/2 [==============================] - 0s 11ms/step >9, 191/693, d1=0.691, d2=0.696 g=0.925 2/2 [==============================] - 0s 11ms/step >9, 192/693, d1=0.686, d2=0.707 g=1.136 2/2 [==============================] - 0s 10ms/step >9, 193/693, d1=0.681, d2=0.676 g=0.944 2/2 [==============================] - 0s 11ms/step >9, 194/693, d1=0.684, d2=0.652 g=0.868 2/2 [==============================] - 0s 9ms/step >9, 195/693, d1=0.689, d2=0.694 g=0.955 2/2 [==============================] - 0s 11ms/step >9, 196/693, d1=0.689, d2=0.669 g=0.858 2/2 [==============================] - 0s 13ms/step >9, 197/693, d1=0.682, d2=0.670 g=0.948 2/2 [==============================] - 0s 11ms/step >9, 198/693, d1=0.671, d2=0.634 g=1.127 2/2 [==============================] - 0s 11ms/step >9, 199/693, d1=0.681, d2=0.689 g=1.128 2/2 [==============================] - 0s 10ms/step >9, 200/693, d1=0.669, d2=0.664 g=0.859 2/2 [==============================] - 0s 11ms/step >9, 201/693, d1=0.667, d2=0.696 g=1.118 2/2 [==============================] - 0s 11ms/step >9, 202/693, d1=0.684, d2=0.679 g=0.959 2/2 [==============================] - 0s 11ms/step >9, 203/693, d1=0.678, d2=0.678 g=0.698 2/2 [==============================] - 0s 10ms/step >9, 204/693, d1=0.665, d2=0.696 g=0.872 2/2 [==============================] - 0s 11ms/step >9, 205/693, d1=0.670, d2=0.675 g=1.034 2/2 [==============================] - 0s 10ms/step >9, 206/693, d1=0.681, d2=0.679 g=1.638 2/2 [==============================] - 0s 10ms/step >9, 207/693, d1=0.678, d2=0.690 g=1.130 2/2 [==============================] - 0s 11ms/step >9, 208/693, d1=0.686, d2=0.697 g=1.198 2/2 [==============================] - 0s 10ms/step >9, 209/693, d1=0.686, d2=0.670 g=0.940 2/2 [==============================] - 0s 11ms/step >9, 210/693, d1=0.681, d2=0.675 g=0.698 2/2 [==============================] - 0s 11ms/step >9, 211/693, d1=0.681, d2=0.712 g=1.010 2/2 [==============================] - 0s 11ms/step >9, 212/693, d1=0.681, d2=0.704 g=0.940 2/2 [==============================] - 0s 10ms/step >9, 213/693, d1=0.696, d2=0.691 g=1.374 2/2 [==============================] - 0s 10ms/step >9, 214/693, d1=0.684, d2=0.684 g=1.024 2/2 [==============================] - 0s 10ms/step >9, 215/693, d1=0.689, d2=0.676 g=1.363 2/2 [==============================] - 0s 10ms/step >9, 216/693, d1=0.693, d2=0.687 g=1.020 2/2 [==============================] - 0s 10ms/step >9, 217/693, d1=0.680, d2=0.699 g=0.826 2/2 [==============================] - 0s 10ms/step >9, 218/693, d1=0.673, d2=0.667 g=1.211 2/2 [==============================] - 0s 11ms/step >9, 219/693, d1=0.696, d2=0.665 g=1.473 2/2 [==============================] - 0s 10ms/step >9, 220/693, d1=0.681, d2=0.682 g=0.844 2/2 [==============================] - 0s 10ms/step >9, 221/693, d1=0.665, d2=0.723 g=1.027 2/2 [==============================] - 0s 12ms/step >9, 222/693, d1=0.684, d2=0.671 g=0.944 2/2 [==============================] - 0s 11ms/step >9, 223/693, d1=0.676, d2=0.705 g=1.012 2/2 [==============================] - 0s 11ms/step >9, 224/693, d1=0.690, d2=0.722 g=0.942 2/2 [==============================] - 0s 11ms/step >9, 225/693, d1=0.683, d2=0.688 g=0.875 2/2 [==============================] - 0s 10ms/step >9, 226/693, d1=0.686, d2=0.687 g=0.864 2/2 [==============================] - 0s 12ms/step >9, 227/693, d1=0.682, d2=0.700 g=1.217 2/2 [==============================] - 0s 10ms/step >9, 228/693, d1=0.698, d2=0.654 g=0.964 2/2 [==============================] - 0s 11ms/step >9, 229/693, d1=0.686, d2=0.618 g=0.955 2/2 [==============================] - 0s 11ms/step >9, 230/693, d1=0.686, d2=0.662 g=0.961 2/2 [==============================] - 0s 10ms/step >9, 231/693, d1=0.686, d2=0.695 g=0.699 2/2 [==============================] - 0s 10ms/step >9, 232/693, d1=0.686, d2=0.653 g=1.023 2/2 [==============================] - 0s 11ms/step >9, 233/693, d1=0.684, d2=0.637 g=0.797 2/2 [==============================] - 0s 9ms/step >9, 234/693, d1=0.686, d2=0.681 g=1.039 2/2 [==============================] - 0s 11ms/step >9, 235/693, d1=0.676, d2=0.668 g=1.232 2/2 [==============================] - 0s 10ms/step >9, 236/693, d1=0.675, d2=0.677 g=1.306 2/2 [==============================] - 0s 10ms/step >9, 237/693, d1=0.696, d2=0.665 g=1.059 2/2 [==============================] - 0s 12ms/step >9, 238/693, d1=0.678, d2=0.639 g=0.884 2/2 [==============================] - 0s 11ms/step >9, 239/693, d1=0.683, d2=0.639 g=1.029 2/2 [==============================] - 0s 10ms/step >9, 240/693, d1=0.685, d2=0.685 g=0.857 2/2 [==============================] - 0s 11ms/step >9, 241/693, d1=0.669, d2=0.688 g=0.877 2/2 [==============================] - 0s 11ms/step >9, 242/693, d1=0.675, d2=0.641 g=0.963 2/2 [==============================] - 0s 11ms/step >9, 243/693, d1=0.669, d2=0.692 g=1.047 2/2 [==============================] - 0s 10ms/step >9, 244/693, d1=0.684, d2=0.693 g=1.034 2/2 [==============================] - 0s 10ms/step >9, 245/693, d1=0.668, d2=0.670 g=1.036 2/2 [==============================] - 0s 11ms/step >9, 246/693, d1=0.686, d2=0.666 g=1.030 2/2 [==============================] - 0s 10ms/step >9, 247/693, d1=0.668, d2=0.710 g=1.028 2/2 [==============================] - 0s 11ms/step >9, 248/693, d1=0.677, d2=0.693 g=1.205 2/2 [==============================] - 0s 11ms/step >9, 249/693, d1=0.666, d2=0.683 g=1.220 2/2 [==============================] - 0s 10ms/step >9, 250/693, d1=0.670, d2=0.663 g=1.299 2/2 [==============================] - 0s 11ms/step >9, 251/693, d1=0.683, d2=0.712 g=1.386 2/2 [==============================] - 0s 11ms/step >9, 252/693, d1=0.671, d2=0.716 g=1.050 2/2 [==============================] - 0s 11ms/step >9, 253/693, d1=0.683, d2=0.686 g=1.131 2/2 [==============================] - 0s 11ms/step >9, 254/693, d1=0.673, d2=0.692 g=0.782 2/2 [==============================] - 0s 12ms/step >9, 255/693, d1=0.675, d2=0.694 g=1.300 2/2 [==============================] - 0s 11ms/step >9, 256/693, d1=0.667, d2=0.683 g=1.020 2/2 [==============================] - 0s 11ms/step >9, 257/693, d1=0.693, d2=0.667 g=0.782 2/2 [==============================] - 0s 11ms/step >9, 258/693, d1=0.678, d2=0.672 g=1.209 2/2 [==============================] - 0s 10ms/step >9, 259/693, d1=0.685, d2=0.682 g=1.350 2/2 [==============================] - 0s 10ms/step >9, 260/693, d1=0.686, d2=0.679 g=1.132 2/2 [==============================] - 0s 11ms/step >9, 261/693, d1=0.686, d2=0.685 g=0.951 2/2 [==============================] - 0s 11ms/step >9, 262/693, d1=0.687, d2=0.661 g=1.127 2/2 [==============================] - 0s 11ms/step >9, 263/693, d1=0.660, d2=0.698 g=1.041 2/2 [==============================] - 0s 10ms/step >9, 264/693, d1=0.682, d2=0.700 g=0.948 2/2 [==============================] - 0s 11ms/step >9, 265/693, d1=0.677, d2=0.681 g=1.125 2/2 [==============================] - 0s 11ms/step >9, 266/693, d1=0.693, d2=0.674 g=1.065 2/2 [==============================] - 0s 11ms/step >9, 267/693, d1=0.684, d2=0.651 g=1.298 2/2 [==============================] - 0s 10ms/step >9, 268/693, d1=0.688, d2=0.674 g=1.238 2/2 [==============================] - 0s 11ms/step >9, 269/693, d1=0.683, d2=0.654 g=1.218 2/2 [==============================] - 0s 11ms/step >9, 270/693, d1=0.680, d2=0.696 g=0.949 2/2 [==============================] - 0s 11ms/step >9, 271/693, d1=0.687, d2=0.679 g=1.238 2/2 [==============================] - 0s 10ms/step >9, 272/693, d1=0.680, d2=0.637 g=1.234 2/2 [==============================] - 0s 10ms/step >9, 273/693, d1=0.677, d2=0.658 g=1.155 2/2 [==============================] - 0s 11ms/step >9, 274/693, d1=0.667, d2=0.673 g=1.243 2/2 [==============================] - 0s 10ms/step >9, 275/693, d1=0.685, d2=0.654 g=1.137 2/2 [==============================] - 0s 10ms/step >9, 276/693, d1=0.685, d2=0.666 g=1.239 2/2 [==============================] - 0s 11ms/step >9, 277/693, d1=0.668, d2=0.643 g=0.948 2/2 [==============================] - 0s 10ms/step >9, 278/693, d1=0.668, d2=0.699 g=1.235 2/2 [==============================] - 0s 11ms/step >9, 279/693, d1=0.668, d2=0.671 g=1.479 2/2 [==============================] - 0s 10ms/step >9, 280/693, d1=0.667, d2=0.657 g=0.965 2/2 [==============================] - 0s 10ms/step >9, 281/693, d1=0.666, d2=0.679 g=0.782 2/2 [==============================] - 0s 10ms/step >9, 282/693, d1=0.659, d2=0.655 g=1.305 2/2 [==============================] - 0s 10ms/step >9, 283/693, d1=0.670, d2=0.684 g=0.876 2/2 [==============================] - 0s 11ms/step >9, 284/693, d1=0.682, d2=0.706 g=1.101 2/2 [==============================] - 0s 10ms/step >9, 285/693, d1=0.669, d2=0.691 g=1.397 2/2 [==============================] - 0s 10ms/step >9, 286/693, d1=0.668, d2=0.650 g=1.039 2/2 [==============================] - 0s 12ms/step >9, 287/693, d1=0.670, d2=0.692 g=1.129 2/2 [==============================] - 0s 11ms/step >9, 288/693, d1=0.679, d2=0.682 g=0.961 2/2 [==============================] - 0s 11ms/step >9, 289/693, d1=0.688, d2=0.674 g=1.319 2/2 [==============================] - 0s 11ms/step >9, 290/693, d1=0.671, d2=0.707 g=1.139 2/2 [==============================] - 0s 10ms/step >9, 291/693, d1=0.670, d2=0.674 g=1.042 2/2 [==============================] - 0s 11ms/step >9, 292/693, d1=0.664, d2=0.667 g=1.120 2/2 [==============================] - 0s 11ms/step >9, 293/693, d1=0.662, d2=0.669 g=1.041 2/2 [==============================] - 0s 11ms/step >9, 294/693, d1=0.674, d2=0.682 g=0.961 2/2 [==============================] - 0s 10ms/step >9, 295/693, d1=0.690, d2=0.654 g=1.437 2/2 [==============================] - 0s 10ms/step >9, 296/693, d1=0.678, d2=0.704 g=1.047 2/2 [==============================] - 0s 10ms/step >9, 297/693, d1=0.682, d2=0.723 g=1.202 2/2 [==============================] - 0s 10ms/step >9, 298/693, d1=0.665, d2=0.694 g=1.766 2/2 [==============================] - 0s 10ms/step >9, 299/693, d1=0.677, d2=0.694 g=1.231 2/2 [==============================] - 0s 11ms/step >9, 300/693, d1=0.681, d2=0.693 g=1.073 2/2 [==============================] - 0s 11ms/step >9, 301/693, d1=0.684, d2=0.702 g=0.961 2/2 [==============================] - 0s 10ms/step >9, 302/693, d1=0.683, d2=0.646 g=1.126 2/2 [==============================] - 0s 11ms/step >9, 303/693, d1=0.667, d2=0.693 g=1.247 2/2 [==============================] - 0s 11ms/step >9, 304/693, d1=0.687, d2=0.688 g=1.143 2/2 [==============================] - 0s 10ms/step >9, 305/693, d1=0.678, d2=0.672 g=1.223 2/2 [==============================] - 0s 10ms/step >9, 306/693, d1=0.683, d2=0.691 g=1.026 2/2 [==============================] - 0s 12ms/step >9, 307/693, d1=0.687, d2=0.677 g=1.058 2/2 [==============================] - 0s 10ms/step >9, 308/693, d1=0.685, d2=0.680 g=1.229 2/2 [==============================] - 0s 9ms/step >9, 309/693, d1=0.680, d2=0.679 g=1.069 2/2 [==============================] - 0s 10ms/step >9, 310/693, d1=0.683, d2=0.675 g=0.967 2/2 [==============================] - 0s 10ms/step >9, 311/693, d1=0.672, d2=0.689 g=0.793 2/2 [==============================] - 0s 10ms/step >9, 312/693, d1=0.699, d2=0.675 g=1.162 2/2 [==============================] - 0s 10ms/step >9, 313/693, d1=0.687, d2=0.685 g=1.617 2/2 [==============================] - 0s 11ms/step >9, 314/693, d1=0.691, d2=0.626 g=1.087 2/2 [==============================] - 0s 11ms/step >9, 315/693, d1=0.665, d2=0.658 g=1.061 2/2 [==============================] - 0s 11ms/step >9, 316/693, d1=0.687, d2=0.683 g=0.992 2/2 [==============================] - 0s 10ms/step >9, 317/693, d1=0.681, d2=0.680 g=1.276 2/2 [==============================] - 0s 11ms/step >9, 318/693, d1=0.674, d2=0.669 g=1.069 2/2 [==============================] - 0s 11ms/step >9, 319/693, d1=0.678, d2=0.661 g=1.320 2/2 [==============================] - 0s 9ms/step >9, 320/693, d1=0.675, d2=0.683 g=0.971 2/2 [==============================] - 0s 10ms/step >9, 321/693, d1=0.668, d2=0.667 g=1.143 2/2 [==============================] - 0s 10ms/step >9, 322/693, d1=0.665, d2=0.687 g=0.974 2/2 [==============================] - 0s 10ms/step >9, 323/693, d1=0.660, d2=0.700 g=1.565 2/2 [==============================] - 0s 10ms/step >9, 324/693, d1=0.660, d2=0.689 g=0.977 2/2 [==============================] - 0s 10ms/step >9, 325/693, d1=0.682, d2=0.700 g=0.775 2/2 [==============================] - 0s 9ms/step >9, 326/693, d1=0.689, d2=0.664 g=1.322 2/2 [==============================] - 0s 11ms/step >9, 327/693, d1=0.666, d2=0.731 g=1.213 2/2 [==============================] - 0s 10ms/step >9, 328/693, d1=0.673, d2=0.685 g=1.480 2/2 [==============================] - 0s 10ms/step >9, 329/693, d1=0.688, d2=0.699 g=1.114 2/2 [==============================] - 0s 10ms/step >9, 330/693, d1=0.693, d2=0.709 g=1.369 2/2 [==============================] - 0s 11ms/step >9, 331/693, d1=0.682, d2=0.701 g=1.220 2/2 [==============================] - 0s 10ms/step >9, 332/693, d1=0.677, d2=0.709 g=1.327 2/2 [==============================] - 0s 11ms/step >9, 333/693, d1=0.681, d2=0.687 g=1.564 2/2 [==============================] - 0s 10ms/step >9, 334/693, d1=0.686, d2=0.722 g=1.289 2/2 [==============================] - 0s 10ms/step >9, 335/693, d1=0.680, d2=0.689 g=1.215 2/2 [==============================] - 0s 12ms/step >9, 336/693, d1=0.696, d2=0.700 g=1.405 2/2 [==============================] - 0s 11ms/step >9, 337/693, d1=0.683, d2=0.661 g=1.057 2/2 [==============================] - 0s 9ms/step >9, 338/693, d1=0.678, d2=0.692 g=1.315 2/2 [==============================] - 0s 10ms/step >9, 339/693, d1=0.696, d2=0.677 g=0.784 2/2 [==============================] - 0s 10ms/step >9, 340/693, d1=0.671, d2=0.685 g=1.601 2/2 [==============================] - 0s 10ms/step >9, 341/693, d1=0.684, d2=0.706 g=1.426 2/2 [==============================] - 0s 11ms/step >9, 342/693, d1=0.693, d2=0.665 g=1.064 2/2 [==============================] - 0s 10ms/step >9, 343/693, d1=0.703, d2=0.687 g=0.890 2/2 [==============================] - 0s 11ms/step >9, 344/693, d1=0.689, d2=0.668 g=0.863 2/2 [==============================] - 0s 10ms/step >9, 345/693, d1=0.691, d2=0.681 g=1.046 2/2 [==============================] - 0s 10ms/step >9, 346/693, d1=0.693, d2=0.694 g=0.782 2/2 [==============================] - 0s 10ms/step >9, 347/693, d1=0.682, d2=0.676 g=0.962 2/2 [==============================] - 0s 11ms/step >9, 348/693, d1=0.686, d2=0.665 g=1.513 2/2 [==============================] - 0s 11ms/step >9, 349/693, d1=0.682, d2=0.667 g=0.956 2/2 [==============================] - 0s 10ms/step >9, 350/693, d1=0.680, d2=0.704 g=1.520 2/2 [==============================] - 0s 10ms/step >9, 351/693, d1=0.690, d2=0.687 g=1.228 2/2 [==============================] - 0s 11ms/step >9, 352/693, d1=0.663, d2=0.687 g=1.341 2/2 [==============================] - 0s 10ms/step >9, 353/693, d1=0.669, d2=0.670 g=1.067 2/2 [==============================] - 0s 10ms/step >9, 354/693, d1=0.669, d2=0.692 g=1.053 2/2 [==============================] - 0s 11ms/step >9, 355/693, d1=0.683, d2=0.688 g=0.868 2/2 [==============================] - 0s 10ms/step >9, 356/693, d1=0.696, d2=0.681 g=0.788 2/2 [==============================] - 0s 10ms/step >9, 357/693, d1=0.679, d2=0.652 g=1.328 2/2 [==============================] - 0s 10ms/step >9, 358/693, d1=0.686, d2=0.669 g=1.067 2/2 [==============================] - 0s 10ms/step >9, 359/693, d1=0.665, d2=0.654 g=0.967 2/2 [==============================] - 0s 10ms/step >9, 360/693, d1=0.690, d2=0.670 g=1.252 2/2 [==============================] - 0s 11ms/step >9, 361/693, d1=0.684, d2=0.671 g=1.063 2/2 [==============================] - 0s 13ms/step >9, 362/693, d1=0.703, d2=0.676 g=1.355 2/2 [==============================] - 0s 10ms/step >9, 363/693, d1=0.663, d2=0.688 g=1.049 2/2 [==============================] - 0s 10ms/step >9, 364/693, d1=0.693, d2=0.695 g=0.984 2/2 [==============================] - 0s 11ms/step >9, 365/693, d1=0.662, d2=0.672 g=1.445 2/2 [==============================] - 0s 11ms/step >9, 366/693, d1=0.664, d2=0.640 g=1.259 2/2 [==============================] - 0s 10ms/step >9, 367/693, d1=0.692, d2=0.615 g=0.972 2/2 [==============================] - 0s 10ms/step >9, 368/693, d1=0.683, d2=0.692 g=1.360 2/2 [==============================] - 0s 10ms/step >9, 369/693, d1=0.692, d2=0.675 g=1.346 2/2 [==============================] - 0s 10ms/step >9, 370/693, d1=0.688, d2=0.665 g=1.244 2/2 [==============================] - 0s 10ms/step >9, 371/693, d1=0.688, d2=0.636 g=1.253 2/2 [==============================] - 0s 11ms/step >9, 372/693, d1=0.661, d2=0.675 g=0.890 2/2 [==============================] - 0s 10ms/step >9, 373/693, d1=0.699, d2=0.669 g=0.792 2/2 [==============================] - 0s 11ms/step >9, 374/693, d1=0.696, d2=0.691 g=0.883 2/2 [==============================] - 0s 11ms/step >9, 375/693, d1=0.668, d2=0.689 g=1.531 2/2 [==============================] - 0s 10ms/step >9, 376/693, d1=0.684, d2=0.678 g=0.975 2/2 [==============================] - 0s 10ms/step >9, 377/693, d1=0.693, d2=0.693 g=1.164 2/2 [==============================] - 0s 10ms/step >9, 378/693, d1=0.678, d2=0.654 g=1.441 2/2 [==============================] - 0s 12ms/step >9, 379/693, d1=0.682, d2=0.692 g=1.420 2/2 [==============================] - 0s 10ms/step >9, 380/693, d1=0.684, d2=0.689 g=1.069 2/2 [==============================] - 0s 11ms/step >9, 381/693, d1=0.698, d2=0.650 g=0.972 2/2 [==============================] - 0s 10ms/step >9, 382/693, d1=0.682, d2=0.685 g=1.170 2/2 [==============================] - 0s 10ms/step >9, 383/693, d1=0.685, d2=0.667 g=1.556 2/2 [==============================] - 0s 10ms/step >9, 384/693, d1=0.680, d2=0.689 g=1.074 2/2 [==============================] - 0s 11ms/step >9, 385/693, d1=0.687, d2=0.703 g=0.876 2/2 [==============================] - 0s 10ms/step >9, 386/693, d1=0.682, d2=0.658 g=1.171 2/2 [==============================] - 0s 10ms/step >9, 387/693, d1=0.690, d2=0.634 g=1.144 2/2 [==============================] - 0s 11ms/step >9, 388/693, d1=0.686, d2=0.696 g=1.179 2/2 [==============================] - 0s 10ms/step >9, 389/693, d1=0.691, d2=0.647 g=1.163 2/2 [==============================] - 0s 10ms/step >9, 390/693, d1=0.682, d2=0.656 g=0.988 2/2 [==============================] - 0s 10ms/step >9, 391/693, d1=0.699, d2=0.659 g=1.155 2/2 [==============================] - 0s 11ms/step >9, 392/693, d1=0.674, d2=0.683 g=0.973 2/2 [==============================] - 0s 12ms/step >9, 393/693, d1=0.689, d2=0.682 g=1.499 2/2 [==============================] - 0s 11ms/step >9, 394/693, d1=0.680, d2=0.658 g=0.883 2/2 [==============================] - 0s 10ms/step >9, 395/693, d1=0.691, d2=0.686 g=1.047 2/2 [==============================] - 0s 10ms/step >9, 396/693, d1=0.684, d2=0.679 g=1.041 2/2 [==============================] - 0s 11ms/step >9, 397/693, d1=0.683, d2=0.678 g=1.066 2/2 [==============================] - 0s 10ms/step >9, 398/693, d1=0.695, d2=0.711 g=1.338 2/2 [==============================] - 0s 10ms/step >9, 399/693, d1=0.691, d2=0.665 g=1.437 2/2 [==============================] - 0s 15ms/step >9, 400/693, d1=0.686, d2=0.647 g=1.074 2/2 [==============================] - 0s 11ms/step >9, 401/693, d1=0.677, d2=0.674 g=0.784 2/2 [==============================] - 0s 9ms/step >9, 402/693, d1=0.681, d2=0.683 g=0.789 2/2 [==============================] - 0s 14ms/step >9, 403/693, d1=0.691, d2=0.665 g=1.447 2/2 [==============================] - 0s 11ms/step >9, 404/693, d1=0.689, d2=0.721 g=1.134 2/2 [==============================] - 0s 11ms/step >9, 405/693, d1=0.689, d2=0.707 g=0.871 2/2 [==============================] - 0s 10ms/step >9, 406/693, d1=0.678, d2=0.661 g=1.410 2/2 [==============================] - 0s 10ms/step >9, 407/693, d1=0.698, d2=0.682 g=0.952 2/2 [==============================] - 0s 10ms/step >9, 408/693, d1=0.699, d2=0.698 g=1.340 2/2 [==============================] - 0s 15ms/step >9, 409/693, d1=0.689, d2=0.649 g=1.129 2/2 [==============================] - 0s 9ms/step >9, 410/693, d1=0.679, d2=0.670 g=1.054 2/2 [==============================] - 0s 10ms/step >9, 411/693, d1=0.678, d2=0.679 g=0.869 2/2 [==============================] - 0s 11ms/step >9, 412/693, d1=0.675, d2=0.682 g=1.148 2/2 [==============================] - 0s 10ms/step >9, 413/693, d1=0.688, d2=0.667 g=0.954 2/2 [==============================] - 0s 11ms/step >9, 414/693, d1=0.687, d2=0.666 g=1.436 2/2 [==============================] - 0s 10ms/step >9, 415/693, d1=0.690, d2=0.685 g=1.584 2/2 [==============================] - 0s 12ms/step >9, 416/693, d1=0.675, d2=0.690 g=1.214 2/2 [==============================] - 0s 16ms/step >9, 417/693, d1=0.680, d2=0.687 g=1.222 2/2 [==============================] - 0s 10ms/step >9, 418/693, d1=0.691, d2=0.685 g=1.141 2/2 [==============================] - 0s 11ms/step >9, 419/693, d1=0.684, d2=0.683 g=1.045 2/2 [==============================] - 0s 9ms/step >9, 420/693, d1=0.684, d2=0.672 g=1.313 2/2 [==============================] - 0s 10ms/step >9, 421/693, d1=0.686, d2=0.700 g=1.315 2/2 [==============================] - 0s 11ms/step >9, 422/693, d1=0.694, d2=0.644 g=1.140 2/2 [==============================] - 0s 10ms/step >9, 423/693, d1=0.684, d2=0.670 g=0.947 2/2 [==============================] - 0s 10ms/step >9, 424/693, d1=0.656, d2=0.700 g=0.953 2/2 [==============================] - 0s 10ms/step >9, 425/693, d1=0.676, d2=0.666 g=1.145 2/2 [==============================] - 0s 11ms/step >9, 426/693, d1=0.694, d2=0.712 g=0.953 2/2 [==============================] - 0s 11ms/step >9, 427/693, d1=0.677, d2=0.667 g=1.158 2/2 [==============================] - 0s 10ms/step >9, 428/693, d1=0.682, d2=0.651 g=1.323 2/2 [==============================] - 0s 10ms/step >9, 429/693, d1=0.676, d2=0.642 g=1.049 2/2 [==============================] - 0s 9ms/step >9, 430/693, d1=0.671, d2=0.653 g=1.137 2/2 [==============================] - 0s 9ms/step >9, 431/693, d1=0.671, d2=0.672 g=0.876 2/2 [==============================] - 0s 11ms/step >9, 432/693, d1=0.674, d2=0.704 g=0.793 2/2 [==============================] - 0s 10ms/step >9, 433/693, d1=0.690, d2=0.686 g=0.951 2/2 [==============================] - 0s 11ms/step >9, 434/693, d1=0.681, d2=0.694 g=0.971 2/2 [==============================] - 0s 11ms/step >9, 435/693, d1=0.689, d2=0.690 g=1.325 2/2 [==============================] - 0s 10ms/step >9, 436/693, d1=0.676, d2=0.667 g=1.393 2/2 [==============================] - 0s 11ms/step >9, 437/693, d1=0.677, d2=0.681 g=1.310 2/2 [==============================] - 0s 10ms/step >9, 438/693, d1=0.676, d2=0.667 g=0.975 2/2 [==============================] - 0s 11ms/step >9, 439/693, d1=0.689, d2=0.638 g=1.233 2/2 [==============================] - 0s 10ms/step >9, 440/693, d1=0.682, d2=0.667 g=1.059 2/2 [==============================] - 0s 11ms/step >9, 441/693, d1=0.679, d2=0.694 g=1.223 2/2 [==============================] - 0s 11ms/step >9, 442/693, d1=0.679, d2=0.664 g=1.142 2/2 [==============================] - 0s 11ms/step >9, 443/693, d1=0.669, d2=0.689 g=1.136 2/2 [==============================] - 0s 10ms/step >9, 444/693, d1=0.683, d2=0.664 g=1.227 2/2 [==============================] - 0s 10ms/step >9, 445/693, d1=0.690, d2=0.666 g=1.229 2/2 [==============================] - 0s 10ms/step >9, 446/693, d1=0.690, d2=0.667 g=0.953 2/2 [==============================] - 0s 10ms/step >9, 447/693, d1=0.682, d2=0.695 g=0.959 2/2 [==============================] - 0s 10ms/step >9, 448/693, d1=0.682, d2=0.676 g=0.963 2/2 [==============================] - 0s 11ms/step >9, 449/693, d1=0.670, d2=0.679 g=1.137 2/2 [==============================] - 0s 11ms/step >9, 450/693, d1=0.681, d2=0.646 g=1.668 2/2 [==============================] - 0s 12ms/step >9, 451/693, d1=0.678, d2=0.686 g=1.427 2/2 [==============================] - 0s 10ms/step >9, 452/693, d1=0.689, d2=0.688 g=1.143 2/2 [==============================] - 0s 12ms/step >9, 453/693, d1=0.681, d2=0.688 g=0.974 2/2 [==============================] - 0s 10ms/step >9, 454/693, d1=0.693, d2=0.697 g=0.953 2/2 [==============================] - 0s 10ms/step >9, 455/693, d1=0.692, d2=0.674 g=0.779 2/2 [==============================] - 0s 10ms/step >9, 456/693, d1=0.687, d2=0.677 g=1.391 2/2 [==============================] - 0s 10ms/step >9, 457/693, d1=0.687, d2=0.684 g=1.123 2/2 [==============================] - 0s 11ms/step >9, 458/693, d1=0.676, d2=0.685 g=1.049 2/2 [==============================] - 0s 11ms/step >9, 459/693, d1=0.675, d2=0.693 g=1.289 2/2 [==============================] - 0s 11ms/step >9, 460/693, d1=0.687, d2=0.687 g=1.244 2/2 [==============================] - 0s 10ms/step >9, 461/693, d1=0.685, d2=0.674 g=1.293 2/2 [==============================] - 0s 10ms/step >9, 462/693, d1=0.686, d2=0.684 g=1.132 2/2 [==============================] - 0s 11ms/step >9, 463/693, d1=0.669, d2=0.695 g=1.100 2/2 [==============================] - 0s 10ms/step >9, 464/693, d1=0.688, d2=0.669 g=1.323 2/2 [==============================] - 0s 10ms/step >9, 465/693, d1=0.679, d2=0.673 g=0.939 2/2 [==============================] - 0s 11ms/step >9, 466/693, d1=0.694, d2=0.690 g=1.035 2/2 [==============================] - 0s 11ms/step >9, 467/693, d1=0.692, d2=0.680 g=0.771 2/2 [==============================] - 0s 11ms/step >9, 468/693, d1=0.678, d2=0.641 g=1.142 2/2 [==============================] - 0s 11ms/step >9, 469/693, d1=0.668, d2=0.669 g=1.210 2/2 [==============================] - 0s 11ms/step >9, 470/693, d1=0.685, d2=0.710 g=0.778 2/2 [==============================] - 0s 10ms/step >9, 471/693, d1=0.667, d2=0.686 g=1.010 2/2 [==============================] - 0s 9ms/step >9, 472/693, d1=0.673, d2=0.679 g=1.116 2/2 [==============================] - 0s 12ms/step >9, 473/693, d1=0.684, d2=0.682 g=1.470 2/2 [==============================] - 0s 10ms/step >9, 474/693, d1=0.672, d2=0.673 g=1.512 2/2 [==============================] - 0s 10ms/step >9, 475/693, d1=0.687, d2=0.636 g=1.149 2/2 [==============================] - 0s 9ms/step >9, 476/693, d1=0.675, d2=0.682 g=1.227 2/2 [==============================] - 0s 10ms/step >9, 477/693, d1=0.694, d2=0.697 g=1.226 2/2 [==============================] - 0s 11ms/step >9, 478/693, d1=0.682, d2=0.679 g=1.404 2/2 [==============================] - 0s 11ms/step >9, 479/693, d1=0.693, d2=0.665 g=1.078 2/2 [==============================] - 0s 10ms/step >9, 480/693, d1=0.668, d2=0.670 g=1.153 2/2 [==============================] - 0s 10ms/step >9, 481/693, d1=0.676, d2=0.689 g=1.482 2/2 [==============================] - 0s 11ms/step >9, 482/693, d1=0.674, d2=0.682 g=1.066 2/2 [==============================] - 0s 11ms/step >9, 483/693, d1=0.685, d2=0.668 g=0.946 2/2 [==============================] - 0s 9ms/step >9, 484/693, d1=0.680, d2=0.665 g=1.250 2/2 [==============================] - 0s 11ms/step >9, 485/693, d1=0.677, d2=0.678 g=1.301 2/2 [==============================] - 0s 11ms/step >9, 486/693, d1=0.683, d2=0.639 g=0.879 2/2 [==============================] - 0s 10ms/step >9, 487/693, d1=0.680, d2=0.655 g=1.036 2/2 [==============================] - 0s 9ms/step >9, 488/693, d1=0.671, d2=0.678 g=1.377 2/2 [==============================] - 0s 10ms/step >9, 489/693, d1=0.683, d2=0.693 g=1.133 2/2 [==============================] - 0s 10ms/step >9, 490/693, d1=0.678, d2=0.650 g=1.224 2/2 [==============================] - 0s 10ms/step >9, 491/693, d1=0.668, d2=0.690 g=1.225 2/2 [==============================] - 0s 11ms/step >9, 492/693, d1=0.669, d2=0.696 g=1.216 2/2 [==============================] - 0s 11ms/step >9, 493/693, d1=0.678, d2=0.693 g=1.212 2/2 [==============================] - 0s 11ms/step >9, 494/693, d1=0.659, d2=0.689 g=0.960 2/2 [==============================] - 0s 10ms/step >9, 495/693, d1=0.687, d2=0.691 g=1.667 2/2 [==============================] - 0s 11ms/step >9, 496/693, d1=0.682, d2=0.685 g=1.223 2/2 [==============================] - 0s 10ms/step >9, 497/693, d1=0.679, d2=0.658 g=1.322 2/2 [==============================] - 0s 11ms/step >9, 498/693, d1=0.680, d2=0.695 g=0.960 2/2 [==============================] - 0s 10ms/step >9, 499/693, d1=0.693, d2=0.697 g=1.120 2/2 [==============================] - 0s 10ms/step >9, 500/693, d1=0.679, d2=0.685 g=1.134 2/2 [==============================] - 0s 10ms/step >9, 501/693, d1=0.669, d2=0.684 g=0.973 2/2 [==============================] - 0s 10ms/step >9, 502/693, d1=0.675, d2=0.679 g=1.499 2/2 [==============================] - 0s 11ms/step >9, 503/693, d1=0.681, d2=0.677 g=1.432 2/2 [==============================] - 0s 11ms/step >9, 504/693, d1=0.673, d2=0.679 g=1.056 2/2 [==============================] - 0s 10ms/step >9, 505/693, d1=0.694, d2=0.697 g=1.038 2/2 [==============================] - 0s 12ms/step >9, 506/693, d1=0.669, d2=0.659 g=1.291 2/2 [==============================] - 0s 10ms/step >9, 507/693, d1=0.681, d2=0.661 g=1.132 2/2 [==============================] - 0s 11ms/step >9, 508/693, d1=0.671, d2=0.677 g=1.499 2/2 [==============================] - 0s 11ms/step >9, 509/693, d1=0.680, d2=0.674 g=1.066 2/2 [==============================] - 0s 11ms/step >9, 510/693, d1=0.668, d2=0.688 g=1.215 2/2 [==============================] - 0s 10ms/step >9, 511/693, d1=0.679, d2=0.661 g=1.130 2/2 [==============================] - 0s 11ms/step >9, 512/693, d1=0.685, d2=0.687 g=0.943 2/2 [==============================] - 0s 11ms/step >9, 513/693, d1=0.670, d2=0.701 g=1.426 2/2 [==============================] - 0s 10ms/step >9, 514/693, d1=0.682, d2=0.707 g=1.157 2/2 [==============================] - 0s 9ms/step >9, 515/693, d1=0.696, d2=0.692 g=1.057 2/2 [==============================] - 0s 10ms/step >9, 516/693, d1=0.679, d2=0.664 g=1.235 2/2 [==============================] - 0s 10ms/step >9, 517/693, d1=0.677, d2=0.672 g=1.398 2/2 [==============================] - 0s 11ms/step >9, 518/693, d1=0.665, d2=0.672 g=1.147 2/2 [==============================] - 0s 9ms/step >9, 519/693, d1=0.672, d2=0.632 g=0.779 2/2 [==============================] - 0s 10ms/step >9, 520/693, d1=0.674, d2=0.653 g=0.854 2/2 [==============================] - 0s 10ms/step >9, 521/693, d1=0.682, d2=0.707 g=1.602 2/2 [==============================] - 0s 10ms/step >9, 522/693, d1=0.674, d2=0.695 g=1.406 2/2 [==============================] - 0s 10ms/step >9, 523/693, d1=0.660, d2=0.688 g=1.244 2/2 [==============================] - 0s 11ms/step >9, 524/693, d1=0.681, d2=0.696 g=0.861 2/2 [==============================] - 0s 10ms/step >9, 525/693, d1=0.678, d2=0.702 g=1.414 2/2 [==============================] - 0s 10ms/step >9, 526/693, d1=0.673, d2=0.685 g=1.246 2/2 [==============================] - 0s 13ms/step >9, 527/693, d1=0.686, d2=0.696 g=1.405 2/2 [==============================] - 0s 11ms/step >9, 528/693, d1=0.695, d2=0.665 g=1.488 2/2 [==============================] - 0s 10ms/step >9, 529/693, d1=0.688, d2=0.711 g=1.315 2/2 [==============================] - 0s 10ms/step >9, 530/693, d1=0.680, d2=0.704 g=1.061 2/2 [==============================] - 0s 11ms/step >9, 531/693, d1=0.685, d2=0.683 g=0.848 2/2 [==============================] - 0s 10ms/step >9, 532/693, d1=0.689, d2=0.615 g=1.131 2/2 [==============================] - 0s 11ms/step >9, 533/693, d1=0.677, d2=0.705 g=1.510 2/2 [==============================] - 0s 11ms/step >9, 534/693, d1=0.682, d2=0.682 g=0.961 2/2 [==============================] - 0s 11ms/step >9, 535/693, d1=0.697, d2=0.691 g=1.133 2/2 [==============================] - 0s 11ms/step >9, 536/693, d1=0.693, d2=0.667 g=0.861 2/2 [==============================] - 0s 11ms/step >9, 537/693, d1=0.665, d2=0.707 g=1.133 2/2 [==============================] - 0s 10ms/step >9, 538/693, d1=0.675, d2=0.645 g=1.032 2/2 [==============================] - 0s 11ms/step >9, 539/693, d1=0.667, d2=0.703 g=1.168 2/2 [==============================] - 0s 11ms/step >9, 540/693, d1=0.691, d2=0.682 g=1.236 2/2 [==============================] - 0s 11ms/step >9, 541/693, d1=0.682, d2=0.678 g=1.230 2/2 [==============================] - 0s 10ms/step >9, 542/693, d1=0.687, d2=0.696 g=1.143 2/2 [==============================] - 0s 10ms/step >9, 543/693, d1=0.697, d2=0.654 g=1.335 2/2 [==============================] - 0s 10ms/step >9, 544/693, d1=0.693, d2=0.676 g=1.061 2/2 [==============================] - 0s 12ms/step >9, 545/693, d1=0.681, d2=0.676 g=1.069 2/2 [==============================] - 0s 10ms/step >9, 546/693, d1=0.692, d2=0.679 g=1.154 2/2 [==============================] - 0s 11ms/step >9, 547/693, d1=0.690, d2=0.674 g=1.144 2/2 [==============================] - 0s 10ms/step >9, 548/693, d1=0.677, d2=0.682 g=0.968 2/2 [==============================] - 0s 11ms/step >9, 549/693, d1=0.682, d2=0.705 g=1.331 2/2 [==============================] - 0s 10ms/step >9, 550/693, d1=0.691, d2=0.660 g=0.957 2/2 [==============================] - 0s 10ms/step >9, 551/693, d1=0.684, d2=0.664 g=1.058 2/2 [==============================] - 0s 10ms/step >9, 552/693, d1=0.685, d2=0.679 g=1.498 2/2 [==============================] - 0s 12ms/step >9, 553/693, d1=0.693, d2=0.655 g=1.045 2/2 [==============================] - 0s 10ms/step >9, 554/693, d1=0.694, d2=0.669 g=0.980 2/2 [==============================] - 0s 11ms/step >9, 555/693, d1=0.685, d2=0.673 g=1.137 2/2 [==============================] - 0s 10ms/step >9, 556/693, d1=0.687, d2=0.688 g=1.228 2/2 [==============================] - 0s 10ms/step >9, 557/693, d1=0.679, d2=0.647 g=0.986 2/2 [==============================] - 0s 11ms/step >9, 558/693, d1=0.687, d2=0.661 g=1.052 2/2 [==============================] - 0s 10ms/step >9, 559/693, d1=0.689, d2=0.663 g=0.878 2/2 [==============================] - 0s 12ms/step >9, 560/693, d1=0.696, d2=0.645 g=1.404 2/2 [==============================] - 0s 10ms/step >9, 561/693, d1=0.686, d2=0.678 g=1.167 2/2 [==============================] - 0s 10ms/step >9, 562/693, d1=0.672, d2=0.649 g=1.391 2/2 [==============================] - 0s 10ms/step >9, 563/693, d1=0.673, d2=0.677 g=1.058 2/2 [==============================] - 0s 11ms/step >9, 564/693, d1=0.678, d2=0.673 g=1.144 2/2 [==============================] - 0s 11ms/step >9, 565/693, d1=0.691, d2=0.683 g=1.409 2/2 [==============================] - 0s 10ms/step >9, 566/693, d1=0.679, d2=0.677 g=1.225 2/2 [==============================] - 0s 10ms/step >9, 567/693, d1=0.665, d2=0.696 g=0.793 2/2 [==============================] - 0s 13ms/step >9, 568/693, d1=0.679, d2=0.687 g=0.767 2/2 [==============================] - 0s 11ms/step >9, 569/693, d1=0.681, d2=0.680 g=1.227 2/2 [==============================] - 0s 11ms/step >9, 570/693, d1=0.676, d2=0.701 g=1.161 2/2 [==============================] - 0s 10ms/step >9, 571/693, d1=0.673, d2=0.680 g=1.142 2/2 [==============================] - 0s 12ms/step >9, 572/693, d1=0.702, d2=0.664 g=1.036 2/2 [==============================] - 0s 11ms/step >9, 573/693, d1=0.682, d2=0.683 g=1.390 2/2 [==============================] - 0s 10ms/step >9, 574/693, d1=0.668, d2=0.706 g=1.198 2/2 [==============================] - 0s 10ms/step >9, 575/693, d1=0.688, d2=0.693 g=1.235 2/2 [==============================] - 0s 10ms/step >9, 576/693, d1=0.690, d2=0.656 g=1.143 2/2 [==============================] - 0s 10ms/step >9, 577/693, d1=0.687, d2=0.684 g=1.243 2/2 [==============================] - 0s 10ms/step >9, 578/693, d1=0.683, d2=0.663 g=1.306 2/2 [==============================] - 0s 10ms/step >9, 579/693, d1=0.683, d2=0.694 g=1.133 2/2 [==============================] - 0s 11ms/step >9, 580/693, d1=0.695, d2=0.703 g=1.133 2/2 [==============================] - 0s 11ms/step >9, 581/693, d1=0.680, d2=0.673 g=0.857 2/2 [==============================] - 0s 12ms/step >9, 582/693, d1=0.688, d2=0.708 g=1.045 2/2 [==============================] - 0s 10ms/step >9, 583/693, d1=0.682, d2=0.667 g=1.229 2/2 [==============================] - 0s 9ms/step >9, 584/693, d1=0.684, d2=0.665 g=1.132 2/2 [==============================] - 0s 11ms/step >9, 585/693, d1=0.681, d2=0.672 g=1.039 2/2 [==============================] - 0s 11ms/step >9, 586/693, d1=0.677, d2=0.656 g=1.486 2/2 [==============================] - 0s 11ms/step >9, 587/693, d1=0.691, d2=0.671 g=1.233 2/2 [==============================] - 0s 11ms/step >9, 588/693, d1=0.689, d2=0.669 g=1.135 2/2 [==============================] - 0s 11ms/step >9, 589/693, d1=0.680, d2=0.641 g=1.118 2/2 [==============================] - 0s 11ms/step >9, 590/693, d1=0.687, d2=0.700 g=0.948 2/2 [==============================] - 0s 12ms/step >9, 591/693, d1=0.687, d2=0.668 g=0.880 2/2 [==============================] - 0s 10ms/step >9, 592/693, d1=0.673, d2=0.680 g=1.220 2/2 [==============================] - 0s 10ms/step >9, 593/693, d1=0.674, d2=0.676 g=1.217 2/2 [==============================] - 0s 11ms/step >9, 594/693, d1=0.664, d2=0.692 g=1.327 2/2 [==============================] - 0s 11ms/step >9, 595/693, d1=0.681, d2=0.699 g=1.316 2/2 [==============================] - 0s 10ms/step >9, 596/693, d1=0.674, d2=0.652 g=1.085 2/2 [==============================] - 0s 10ms/step >9, 597/693, d1=0.674, d2=0.653 g=1.047 2/2 [==============================] - 0s 10ms/step >9, 598/693, d1=0.664, d2=0.658 g=1.246 2/2 [==============================] - 0s 11ms/step >9, 599/693, d1=0.690, d2=0.677 g=0.972 2/2 [==============================] - 0s 9ms/step >9, 600/693, d1=0.667, d2=0.649 g=1.240 2/2 [==============================] - 0s 12ms/step >9, 601/693, d1=0.673, d2=0.632 g=1.430 2/2 [==============================] - 0s 10ms/step >9, 602/693, d1=0.684, d2=0.681 g=0.875 2/2 [==============================] - 0s 11ms/step >9, 603/693, d1=0.690, d2=0.657 g=1.136 2/2 [==============================] - 0s 10ms/step >9, 604/693, d1=0.684, d2=0.676 g=0.980 2/2 [==============================] - 0s 11ms/step >9, 605/693, d1=0.666, d2=0.692 g=1.787 2/2 [==============================] - 0s 9ms/step >9, 606/693, d1=0.704, d2=0.703 g=1.053 2/2 [==============================] - 0s 11ms/step >9, 607/693, d1=0.687, d2=0.614 g=1.055 2/2 [==============================] - 0s 10ms/step >9, 608/693, d1=0.683, d2=0.703 g=1.206 2/2 [==============================] - 0s 11ms/step >9, 609/693, d1=0.668, d2=0.703 g=1.162 2/2 [==============================] - 0s 11ms/step >9, 610/693, d1=0.682, d2=0.670 g=1.322 2/2 [==============================] - 0s 11ms/step >9, 611/693, d1=0.674, d2=0.702 g=1.221 2/2 [==============================] - 0s 11ms/step >9, 612/693, d1=0.685, d2=0.698 g=0.858 2/2 [==============================] - 0s 11ms/step >9, 613/693, d1=0.665, d2=0.666 g=1.854 2/2 [==============================] - 0s 11ms/step >9, 614/693, d1=0.668, d2=0.694 g=1.406 2/2 [==============================] - 0s 11ms/step >9, 615/693, d1=0.680, d2=0.681 g=1.281 2/2 [==============================] - 0s 10ms/step >9, 616/693, d1=0.664, d2=0.709 g=1.123 2/2 [==============================] - 0s 10ms/step >9, 617/693, d1=0.649, d2=0.696 g=1.332 2/2 [==============================] - 0s 11ms/step >9, 618/693, d1=0.670, d2=0.678 g=1.033 2/2 [==============================] - 0s 10ms/step >9, 619/693, d1=0.682, d2=0.663 g=0.872 2/2 [==============================] - 0s 10ms/step >9, 620/693, d1=0.678, d2=0.709 g=1.020 2/2 [==============================] - 0s 10ms/step >9, 621/693, d1=0.654, d2=0.691 g=0.874 2/2 [==============================] - 0s 10ms/step >9, 622/693, d1=0.676, d2=0.696 g=1.291 2/2 [==============================] - 0s 11ms/step >9, 623/693, d1=0.677, d2=0.694 g=0.945 2/2 [==============================] - 0s 11ms/step >9, 624/693, d1=0.687, d2=0.686 g=1.502 2/2 [==============================] - 0s 11ms/step >9, 625/693, d1=0.685, d2=0.686 g=1.034 2/2 [==============================] - 0s 11ms/step >9, 626/693, d1=0.681, d2=0.704 g=0.874 2/2 [==============================] - 0s 11ms/step >9, 627/693, d1=0.680, d2=0.695 g=1.031 2/2 [==============================] - 0s 10ms/step >9, 628/693, d1=0.681, d2=0.665 g=1.041 2/2 [==============================] - 0s 10ms/step >9, 629/693, d1=0.681, d2=0.692 g=0.772 2/2 [==============================] - 0s 10ms/step >9, 630/693, d1=0.674, d2=0.700 g=1.393 2/2 [==============================] - 0s 9ms/step >9, 631/693, d1=0.674, d2=0.686 g=0.882 2/2 [==============================] - 0s 10ms/step >9, 632/693, d1=0.676, d2=0.679 g=0.971 2/2 [==============================] - 0s 11ms/step >9, 633/693, d1=0.674, d2=0.663 g=0.957 2/2 [==============================] - 0s 11ms/step >9, 634/693, d1=0.670, d2=0.685 g=0.984 2/2 [==============================] - 0s 10ms/step >9, 635/693, d1=0.676, d2=0.675 g=0.887 2/2 [==============================] - 0s 11ms/step >9, 636/693, d1=0.673, d2=0.663 g=1.157 2/2 [==============================] - 0s 11ms/step >9, 637/693, d1=0.676, d2=0.672 g=1.134 2/2 [==============================] - 0s 10ms/step >9, 638/693, d1=0.688, d2=0.683 g=1.242 2/2 [==============================] - 0s 10ms/step >9, 639/693, d1=0.671, d2=0.696 g=1.053 2/2 [==============================] - 0s 11ms/step >9, 640/693, d1=0.680, d2=0.670 g=1.064 2/2 [==============================] - 0s 10ms/step >9, 641/693, d1=0.672, d2=0.684 g=1.404 2/2 [==============================] - 0s 10ms/step >9, 642/693, d1=0.689, d2=0.672 g=1.255 2/2 [==============================] - 0s 11ms/step >9, 643/693, d1=0.680, d2=0.698 g=1.246 2/2 [==============================] - 0s 9ms/step >9, 644/693, d1=0.689, d2=0.677 g=1.249 2/2 [==============================] - 0s 10ms/step >9, 645/693, d1=0.688, d2=0.692 g=1.237 2/2 [==============================] - 0s 10ms/step >9, 646/693, d1=0.678, d2=0.689 g=0.689 2/2 [==============================] - 0s 11ms/step >9, 647/693, d1=0.675, d2=0.698 g=0.964 2/2 [==============================] - 0s 11ms/step >9, 648/693, d1=0.681, d2=0.700 g=1.053 2/2 [==============================] - 0s 11ms/step >9, 649/693, d1=0.669, d2=0.685 g=1.064 2/2 [==============================] - 0s 11ms/step >9, 650/693, d1=0.681, d2=0.663 g=1.154 2/2 [==============================] - 0s 10ms/step >9, 651/693, d1=0.684, d2=0.658 g=1.339 2/2 [==============================] - 0s 11ms/step >9, 652/693, d1=0.678, d2=0.701 g=0.956 2/2 [==============================] - 0s 11ms/step >9, 653/693, d1=0.682, d2=0.675 g=1.166 2/2 [==============================] - 0s 10ms/step >9, 654/693, d1=0.684, d2=0.675 g=0.966 2/2 [==============================] - 0s 10ms/step >9, 655/693, d1=0.688, d2=0.651 g=1.416 2/2 [==============================] - 0s 11ms/step >9, 656/693, d1=0.670, d2=0.643 g=1.217 2/2 [==============================] - 0s 11ms/step >9, 657/693, d1=0.707, d2=0.654 g=1.043 2/2 [==============================] - 0s 11ms/step >9, 658/693, d1=0.676, d2=0.709 g=1.042 2/2 [==============================] - 0s 9ms/step >9, 659/693, d1=0.669, d2=0.674 g=1.064 2/2 [==============================] - 0s 11ms/step >9, 660/693, d1=0.684, d2=0.672 g=1.155 2/2 [==============================] - 0s 11ms/step >9, 661/693, d1=0.681, d2=0.663 g=1.071 2/2 [==============================] - 0s 10ms/step >9, 662/693, d1=0.656, d2=0.666 g=1.476 2/2 [==============================] - 0s 10ms/step >9, 663/693, d1=0.684, d2=0.682 g=1.358 2/2 [==============================] - 0s 11ms/step >9, 664/693, d1=0.673, d2=0.666 g=0.961 2/2 [==============================] - 0s 10ms/step >9, 665/693, d1=0.673, d2=0.695 g=0.792 2/2 [==============================] - 0s 10ms/step >9, 666/693, d1=0.680, d2=0.632 g=1.162 2/2 [==============================] - 0s 10ms/step >9, 667/693, d1=0.686, d2=0.702 g=1.264 2/2 [==============================] - 0s 11ms/step >9, 668/693, d1=0.683, d2=0.698 g=1.270 2/2 [==============================] - 0s 10ms/step >9, 669/693, d1=0.683, d2=0.666 g=1.645 2/2 [==============================] - 0s 10ms/step >9, 670/693, d1=0.666, d2=0.664 g=1.327 2/2 [==============================] - 0s 11ms/step >9, 671/693, d1=0.682, d2=0.710 g=0.772 2/2 [==============================] - 0s 10ms/step >9, 672/693, d1=0.675, d2=0.699 g=1.069 2/2 [==============================] - 0s 10ms/step >9, 673/693, d1=0.684, d2=0.703 g=1.074 2/2 [==============================] - 0s 11ms/step >9, 674/693, d1=0.680, d2=0.658 g=1.347 2/2 [==============================] - 0s 11ms/step >9, 675/693, d1=0.686, d2=0.710 g=1.170 2/2 [==============================] - 0s 11ms/step >9, 676/693, d1=0.681, d2=0.664 g=1.093 2/2 [==============================] - 0s 11ms/step >9, 677/693, d1=0.678, d2=0.679 g=1.374 2/2 [==============================] - 0s 11ms/step >9, 678/693, d1=0.696, d2=0.691 g=1.072 2/2 [==============================] - 0s 11ms/step >9, 679/693, d1=0.674, d2=0.650 g=0.891 2/2 [==============================] - 0s 10ms/step >9, 680/693, d1=0.679, d2=0.647 g=1.268 2/2 [==============================] - 0s 10ms/step >9, 681/693, d1=0.677, d2=0.676 g=1.175 2/2 [==============================] - 0s 10ms/step >9, 682/693, d1=0.682, d2=0.648 g=1.183 2/2 [==============================] - 0s 11ms/step >9, 683/693, d1=0.698, d2=0.661 g=1.156 2/2 [==============================] - 0s 10ms/step >9, 684/693, d1=0.662, d2=0.664 g=1.163 2/2 [==============================] - 0s 10ms/step >9, 685/693, d1=0.683, d2=0.677 g=1.110 2/2 [==============================] - 0s 10ms/step >9, 686/693, d1=0.680, d2=0.643 g=1.285 2/2 [==============================] - 0s 10ms/step >9, 687/693, d1=0.691, d2=0.683 g=1.090 2/2 [==============================] - 0s 10ms/step >9, 688/693, d1=0.677, d2=0.683 g=0.801 2/2 [==============================] - 0s 11ms/step >9, 689/693, d1=0.691, d2=0.664 g=1.082 2/2 [==============================] - 0s 10ms/step >9, 690/693, d1=0.682, d2=0.673 g=1.076 2/2 [==============================] - 0s 11ms/step >9, 691/693, d1=0.686, d2=0.654 g=1.076 2/2 [==============================] - 0s 11ms/step >9, 692/693, d1=0.692, d2=0.666 g=0.983 2/2 [==============================] - 0s 11ms/step >9, 693/693, d1=0.678, d2=0.674 g=1.070 2/2 [==============================] - 0s 10ms/step >10, 1/693, d1=0.690, d2=0.675 g=1.078 2/2 [==============================] - 0s 10ms/step >10, 2/693, d1=0.687, d2=0.659 g=1.392 2/2 [==============================] - 0s 10ms/step >10, 3/693, d1=0.669, d2=0.655 g=1.136 2/2 [==============================] - 0s 11ms/step >10, 4/693, d1=0.684, d2=0.664 g=1.275 2/2 [==============================] - 0s 10ms/step >10, 5/693, d1=0.680, d2=0.686 g=1.180 2/2 [==============================] - 0s 11ms/step >10, 6/693, d1=0.687, d2=0.685 g=1.269 2/2 [==============================] - 0s 11ms/step >10, 7/693, d1=0.673, d2=0.668 g=1.471 2/2 [==============================] - 0s 10ms/step >10, 8/693, d1=0.681, d2=0.691 g=0.962 2/2 [==============================] - 0s 11ms/step >10, 9/693, d1=0.682, d2=0.674 g=1.069 2/2 [==============================] - 0s 10ms/step >10, 10/693, d1=0.676, d2=0.682 g=1.348 2/2 [==============================] - 0s 11ms/step >10, 11/693, d1=0.688, d2=0.642 g=1.360 2/2 [==============================] - 0s 11ms/step >10, 12/693, d1=0.673, d2=0.681 g=1.727 2/2 [==============================] - 0s 11ms/step >10, 13/693, d1=0.662, d2=0.670 g=1.461 2/2 [==============================] - 0s 11ms/step >10, 14/693, d1=0.686, d2=0.693 g=1.067 2/2 [==============================] - 0s 10ms/step >10, 15/693, d1=0.672, d2=0.683 g=1.549 2/2 [==============================] - 0s 10ms/step >10, 16/693, d1=0.668, d2=0.670 g=1.082 2/2 [==============================] - 0s 11ms/step >10, 17/693, d1=0.677, d2=0.679 g=1.052 2/2 [==============================] - 0s 10ms/step >10, 18/693, d1=0.693, d2=0.671 g=1.259 2/2 [==============================] - 0s 10ms/step >10, 19/693, d1=0.680, d2=0.649 g=0.877 2/2 [==============================] - 0s 11ms/step >10, 20/693, d1=0.674, d2=0.687 g=1.549 2/2 [==============================] - 0s 11ms/step >10, 21/693, d1=0.672, d2=0.697 g=1.268 2/2 [==============================] - 0s 11ms/step >10, 22/693, d1=0.670, d2=0.695 g=0.979 2/2 [==============================] - 0s 10ms/step >10, 23/693, d1=0.681, d2=0.679 g=1.256 2/2 [==============================] - 0s 11ms/step >10, 24/693, d1=0.679, d2=0.675 g=0.968 2/2 [==============================] - 0s 10ms/step >10, 25/693, d1=0.668, d2=0.671 g=1.097 2/2 [==============================] - 0s 10ms/step >10, 26/693, d1=0.679, d2=0.681 g=1.156 2/2 [==============================] - 0s 13ms/step >10, 27/693, d1=0.669, d2=0.671 g=1.157 2/2 [==============================] - 0s 10ms/step >10, 28/693, d1=0.678, d2=0.659 g=0.884 2/2 [==============================] - 0s 11ms/step >10, 29/693, d1=0.680, d2=0.647 g=0.901 2/2 [==============================] - 0s 10ms/step >10, 30/693, d1=0.664, d2=0.660 g=1.198 2/2 [==============================] - 0s 10ms/step >10, 31/693, d1=0.679, d2=0.643 g=0.994 2/2 [==============================] - 0s 10ms/step >10, 32/693, d1=0.671, d2=0.657 g=1.453 2/2 [==============================] - 0s 11ms/step >10, 33/693, d1=0.665, d2=0.664 g=1.248 2/2 [==============================] - 0s 10ms/step >10, 34/693, d1=0.662, d2=0.690 g=0.892 2/2 [==============================] - 0s 10ms/step >10, 35/693, d1=0.675, d2=0.694 g=1.271 2/2 [==============================] - 0s 10ms/step >10, 36/693, d1=0.688, d2=0.664 g=1.185 2/2 [==============================] - 0s 10ms/step >10, 37/693, d1=0.688, d2=0.663 g=0.879 2/2 [==============================] - 0s 11ms/step >10, 38/693, d1=0.675, d2=0.690 g=1.270 2/2 [==============================] - 0s 11ms/step >10, 39/693, d1=0.682, d2=0.674 g=1.083 2/2 [==============================] - 0s 10ms/step >10, 40/693, d1=0.676, d2=0.684 g=1.179 2/2 [==============================] - 0s 10ms/step >10, 41/693, d1=0.668, d2=0.678 g=1.160 2/2 [==============================] - 0s 10ms/step >10, 42/693, d1=0.670, d2=0.649 g=0.971 2/2 [==============================] - 0s 11ms/step >10, 43/693, d1=0.662, d2=0.675 g=1.405 2/2 [==============================] - 0s 10ms/step >10, 44/693, d1=0.673, d2=0.670 g=1.089 2/2 [==============================] - 0s 10ms/step >10, 45/693, d1=0.670, d2=0.656 g=1.261 2/2 [==============================] - 0s 10ms/step >10, 46/693, d1=0.686, d2=0.674 g=1.386 2/2 [==============================] - 0s 11ms/step >10, 47/693, d1=0.677, d2=0.678 g=1.403 2/2 [==============================] - 0s 10ms/step >10, 48/693, d1=0.688, d2=0.674 g=1.183 2/2 [==============================] - 0s 12ms/step >10, 49/693, d1=0.688, d2=0.681 g=1.197 2/2 [==============================] - 0s 10ms/step >10, 50/693, d1=0.679, d2=0.687 g=1.089 2/2 [==============================] - 0s 9ms/step >10, 51/693, d1=0.684, d2=0.686 g=1.201 2/2 [==============================] - 0s 10ms/step >10, 52/693, d1=0.689, d2=0.685 g=1.173 2/2 [==============================] - 0s 10ms/step >10, 53/693, d1=0.662, d2=0.692 g=1.116 2/2 [==============================] - 0s 10ms/step >10, 54/693, d1=0.675, d2=0.690 g=1.390 2/2 [==============================] - 0s 10ms/step >10, 55/693, d1=0.673, d2=0.681 g=1.252 2/2 [==============================] - 0s 10ms/step >10, 56/693, d1=0.676, d2=0.673 g=1.290 2/2 [==============================] - 0s 11ms/step >10, 57/693, d1=0.689, d2=0.665 g=1.293 2/2 [==============================] - 0s 10ms/step >10, 58/693, d1=0.695, d2=0.695 g=1.494 2/2 [==============================] - 0s 10ms/step >10, 59/693, d1=0.681, d2=0.676 g=0.883 2/2 [==============================] - 0s 11ms/step >10, 60/693, d1=0.685, d2=0.680 g=1.686 2/2 [==============================] - 0s 9ms/step >10, 61/693, d1=0.690, d2=0.680 g=1.441 2/2 [==============================] - 0s 10ms/step >10, 62/693, d1=0.682, d2=0.689 g=1.274 2/2 [==============================] - 0s 11ms/step >10, 63/693, d1=0.692, d2=0.663 g=1.272 2/2 [==============================] - 0s 11ms/step >10, 64/693, d1=0.680, d2=0.702 g=1.265 2/2 [==============================] - 0s 9ms/step >10, 65/693, d1=0.674, d2=0.702 g=1.082 2/2 [==============================] - 0s 11ms/step >10, 66/693, d1=0.684, d2=0.681 g=1.173 2/2 [==============================] - 0s 11ms/step >10, 67/693, d1=0.687, d2=0.725 g=1.441 2/2 [==============================] - 0s 10ms/step >10, 68/693, d1=0.688, d2=0.686 g=1.186 2/2 [==============================] - 0s 10ms/step >10, 69/693, d1=0.649, d2=0.700 g=1.078 2/2 [==============================] - 0s 11ms/step >10, 70/693, d1=0.688, d2=0.699 g=1.262 2/2 [==============================] - 0s 11ms/step >10, 71/693, d1=0.695, d2=0.719 g=0.881 2/2 [==============================] - 0s 11ms/step >10, 72/693, d1=0.681, d2=0.696 g=1.368 2/2 [==============================] - 0s 10ms/step >10, 73/693, d1=0.691, d2=0.710 g=0.964 2/2 [==============================] - 0s 9ms/step >10, 74/693, d1=0.673, d2=0.685 g=1.257 2/2 [==============================] - 0s 10ms/step >10, 75/693, d1=0.686, d2=0.709 g=1.193 2/2 [==============================] - 0s 11ms/step >10, 76/693, d1=0.691, d2=0.672 g=0.892 2/2 [==============================] - 0s 10ms/step >10, 77/693, d1=0.685, d2=0.676 g=0.901 2/2 [==============================] - 0s 10ms/step >10, 78/693, d1=0.675, d2=0.675 g=1.192 2/2 [==============================] - 0s 11ms/step >10, 79/693, d1=0.694, d2=0.671 g=1.086 2/2 [==============================] - 0s 10ms/step >10, 80/693, d1=0.668, d2=0.667 g=1.308 2/2 [==============================] - 0s 11ms/step >10, 81/693, d1=0.681, d2=0.671 g=1.294 2/2 [==============================] - 0s 10ms/step >10, 82/693, d1=0.691, d2=0.661 g=1.156 2/2 [==============================] - 0s 10ms/step >10, 83/693, d1=0.683, d2=0.711 g=1.315 2/2 [==============================] - 0s 11ms/step >10, 84/693, d1=0.689, d2=0.644 g=1.156 2/2 [==============================] - 0s 9ms/step >10, 85/693, d1=0.686, d2=0.689 g=1.167 2/2 [==============================] - 0s 11ms/step >10, 86/693, d1=0.674, d2=0.690 g=1.157 2/2 [==============================] - 0s 12ms/step >10, 87/693, d1=0.682, d2=0.686 g=1.092 2/2 [==============================] - 0s 10ms/step >10, 88/693, d1=0.665, d2=0.686 g=1.270 2/2 [==============================] - 0s 10ms/step >10, 89/693, d1=0.684, d2=0.679 g=1.275 2/2 [==============================] - 0s 10ms/step >10, 90/693, d1=0.680, d2=0.669 g=1.652 2/2 [==============================] - 0s 10ms/step >10, 91/693, d1=0.669, d2=0.698 g=1.170 2/2 [==============================] - 0s 9ms/step >10, 92/693, d1=0.672, d2=0.684 g=1.279 2/2 [==============================] - 0s 10ms/step >10, 93/693, d1=0.682, d2=0.686 g=1.194 2/2 [==============================] - 0s 9ms/step >10, 94/693, d1=0.681, d2=0.693 g=0.891 2/2 [==============================] - 0s 11ms/step >10, 95/693, d1=0.690, d2=0.665 g=1.115 2/2 [==============================] - 0s 12ms/step >10, 96/693, d1=0.656, d2=0.714 g=0.981 2/2 [==============================] - 0s 11ms/step >10, 97/693, d1=0.664, d2=0.676 g=0.996 2/2 [==============================] - 0s 10ms/step >10, 98/693, d1=0.670, d2=0.676 g=0.914 2/2 [==============================] - 0s 10ms/step >10, 99/693, d1=0.680, d2=0.649 g=1.390 2/2 [==============================] - 0s 11ms/step >10, 100/693, d1=0.682, d2=0.687 g=1.100 2/2 [==============================] - 0s 10ms/step >10, 101/693, d1=0.672, d2=0.702 g=1.197 2/2 [==============================] - 0s 11ms/step >10, 102/693, d1=0.698, d2=0.675 g=1.539 2/2 [==============================] - 0s 10ms/step >10, 103/693, d1=0.683, d2=0.650 g=1.103 2/2 [==============================] - 0s 11ms/step >10, 104/693, d1=0.674, d2=0.658 g=1.321 2/2 [==============================] - 0s 10ms/step >10, 105/693, d1=0.679, d2=0.682 g=0.892 2/2 [==============================] - 0s 10ms/step >10, 106/693, d1=0.690, d2=0.652 g=0.907 2/2 [==============================] - 0s 10ms/step >10, 107/693, d1=0.674, d2=0.683 g=1.008 2/2 [==============================] - 0s 11ms/step >10, 108/693, d1=0.687, d2=0.674 g=0.890 2/2 [==============================] - 0s 9ms/step >10, 109/693, d1=0.690, d2=0.685 g=1.704 2/2 [==============================] - 0s 10ms/step >10, 110/693, d1=0.687, d2=0.649 g=1.121 2/2 [==============================] - 0s 10ms/step >10, 111/693, d1=0.686, d2=0.657 g=1.295 2/2 [==============================] - 0s 10ms/step >10, 112/693, d1=0.666, d2=0.652 g=1.009 2/2 [==============================] - 0s 8ms/step >10, 113/693, d1=0.685, d2=0.668 g=1.401 2/2 [==============================] - 0s 10ms/step >10, 114/693, d1=0.685, d2=0.669 g=1.018 2/2 [==============================] - 0s 10ms/step >10, 115/693, d1=0.683, d2=0.671 g=1.125 2/2 [==============================] - 0s 10ms/step >10, 116/693, d1=0.673, d2=0.660 g=1.530 2/2 [==============================] - 0s 11ms/step >10, 117/693, d1=0.688, d2=0.631 g=1.005 2/2 [==============================] - 0s 12ms/step >10, 118/693, d1=0.666, d2=0.670 g=1.011 2/2 [==============================] - 0s 11ms/step >10, 119/693, d1=0.687, d2=0.633 g=1.435 2/2 [==============================] - 0s 10ms/step >10, 120/693, d1=0.690, d2=0.655 g=1.197 2/2 [==============================] - 0s 10ms/step >10, 121/693, d1=0.670, d2=0.674 g=1.112 2/2 [==============================] - 0s 10ms/step >10, 122/693, d1=0.678, d2=0.640 g=1.219 2/2 [==============================] - 0s 13ms/step >10, 123/693, d1=0.674, d2=0.702 g=0.902 2/2 [==============================] - 0s 11ms/step >10, 124/693, d1=0.674, d2=0.679 g=1.116 2/2 [==============================] - 0s 12ms/step >10, 125/693, d1=0.685, d2=0.684 g=1.211 2/2 [==============================] - 0s 10ms/step >10, 126/693, d1=0.696, d2=0.697 g=1.231 2/2 [==============================] - 0s 11ms/step >10, 127/693, d1=0.674, d2=0.705 g=1.202 2/2 [==============================] - 0s 11ms/step >10, 128/693, d1=0.687, d2=0.681 g=0.694 2/2 [==============================] - 0s 10ms/step >10, 129/693, d1=0.701, d2=0.650 g=1.323 2/2 [==============================] - 0s 11ms/step >10, 130/693, d1=0.665, d2=0.675 g=1.425 2/2 [==============================] - 0s 10ms/step >10, 131/693, d1=0.677, d2=0.703 g=1.222 2/2 [==============================] - 0s 10ms/step >10, 132/693, d1=0.685, d2=0.659 g=0.798 2/2 [==============================] - 0s 10ms/step >10, 133/693, d1=0.690, d2=0.673 g=1.397 2/2 [==============================] - 0s 10ms/step >10, 134/693, d1=0.676, d2=0.673 g=1.432 2/2 [==============================] - 0s 11ms/step >10, 135/693, d1=0.678, d2=0.669 g=1.214 2/2 [==============================] - 0s 11ms/step >10, 136/693, d1=0.702, d2=0.640 g=1.303 2/2 [==============================] - 0s 11ms/step >10, 137/693, d1=0.665, d2=0.656 g=1.004 2/2 [==============================] - 0s 11ms/step >10, 138/693, d1=0.672, d2=0.691 g=0.900 2/2 [==============================] - 0s 10ms/step >10, 139/693, d1=0.684, d2=0.656 g=1.102 2/2 [==============================] - 0s 11ms/step >10, 140/693, d1=0.695, d2=0.690 g=0.680 2/2 [==============================] - 0s 10ms/step >10, 141/693, d1=0.675, d2=0.659 g=1.627 2/2 [==============================] - 0s 9ms/step >10, 142/693, d1=0.673, d2=0.662 g=1.005 2/2 [==============================] - 0s 11ms/step >10, 143/693, d1=0.679, d2=0.673 g=1.408 2/2 [==============================] - 0s 10ms/step >10, 144/693, d1=0.678, d2=0.701 g=1.190 2/2 [==============================] - 0s 11ms/step >10, 145/693, d1=0.679, d2=0.678 g=1.007 2/2 [==============================] - 0s 10ms/step >10, 146/693, d1=0.694, d2=0.699 g=1.188 2/2 [==============================] - 0s 10ms/step >10, 147/693, d1=0.680, d2=0.702 g=1.109 2/2 [==============================] - 0s 11ms/step >10, 148/693, d1=0.698, d2=0.658 g=1.410 2/2 [==============================] - 0s 11ms/step >10, 149/693, d1=0.671, d2=0.689 g=1.384 2/2 [==============================] - 0s 10ms/step >10, 150/693, d1=0.687, d2=0.668 g=0.797 2/2 [==============================] - 0s 10ms/step >10, 151/693, d1=0.680, d2=0.664 g=1.836 2/2 [==============================] - 0s 10ms/step >10, 152/693, d1=0.679, d2=0.664 g=1.168 2/2 [==============================] - 0s 11ms/step >10, 153/693, d1=0.670, d2=0.651 g=1.627 2/2 [==============================] - 0s 11ms/step >10, 154/693, d1=0.678, d2=0.686 g=1.524 2/2 [==============================] - 0s 10ms/step >10, 155/693, d1=0.701, d2=0.699 g=1.203 2/2 [==============================] - 0s 9ms/step >10, 156/693, d1=0.683, d2=0.669 g=1.002 2/2 [==============================] - 0s 11ms/step >10, 157/693, d1=0.663, d2=0.666 g=1.323 2/2 [==============================] - 0s 11ms/step >10, 158/693, d1=0.683, d2=0.628 g=1.408 2/2 [==============================] - 0s 11ms/step >10, 159/693, d1=0.690, d2=0.671 g=1.315 2/2 [==============================] - 0s 10ms/step >10, 160/693, d1=0.669, d2=0.677 g=1.673 2/2 [==============================] - 0s 11ms/step >10, 161/693, d1=0.668, d2=0.653 g=0.905 2/2 [==============================] - 0s 11ms/step >10, 162/693, d1=0.676, d2=0.715 g=0.895 2/2 [==============================] - 0s 11ms/step >10, 163/693, d1=0.691, d2=0.708 g=1.392 2/2 [==============================] - 0s 11ms/step >10, 164/693, d1=0.682, d2=0.707 g=0.984 2/2 [==============================] - 0s 10ms/step >10, 165/693, d1=0.661, d2=0.695 g=0.901 2/2 [==============================] - 0s 10ms/step >10, 166/693, d1=0.685, d2=0.716 g=1.115 2/2 [==============================] - 0s 10ms/step >10, 167/693, d1=0.695, d2=0.686 g=1.010 2/2 [==============================] - 0s 10ms/step >10, 168/693, d1=0.679, d2=0.670 g=1.098 2/2 [==============================] - 0s 10ms/step >10, 169/693, d1=0.685, d2=0.675 g=1.203 2/2 [==============================] - 0s 10ms/step >10, 170/693, d1=0.679, d2=0.695 g=1.310 2/2 [==============================] - 0s 11ms/step >10, 171/693, d1=0.674, d2=0.653 g=0.966 2/2 [==============================] - 0s 11ms/step >10, 172/693, d1=0.649, d2=0.685 g=1.088 2/2 [==============================] - 0s 10ms/step >10, 173/693, d1=0.686, d2=0.650 g=1.198 2/2 [==============================] - 0s 10ms/step >10, 174/693, d1=0.700, d2=0.704 g=1.504 2/2 [==============================] - 0s 14ms/step >10, 175/693, d1=0.685, d2=0.642 g=1.418 2/2 [==============================] - 0s 10ms/step >10, 176/693, d1=0.669, d2=0.658 g=0.908 2/2 [==============================] - 0s 10ms/step >10, 177/693, d1=0.667, d2=0.686 g=1.225 2/2 [==============================] - 0s 11ms/step >10, 178/693, d1=0.674, d2=0.658 g=1.289 2/2 [==============================] - 0s 10ms/step >10, 179/693, d1=0.661, d2=0.687 g=1.511 2/2 [==============================] - 0s 10ms/step >10, 180/693, d1=0.679, d2=0.672 g=1.525 2/2 [==============================] - 0s 9ms/step >10, 181/693, d1=0.669, d2=0.679 g=1.214 2/2 [==============================] - 0s 10ms/step >10, 182/693, d1=0.676, d2=0.655 g=0.901 2/2 [==============================] - 0s 10ms/step >10, 183/693, d1=0.688, d2=0.699 g=1.028 2/2 [==============================] - 0s 10ms/step >10, 184/693, d1=0.685, d2=0.672 g=1.230 2/2 [==============================] - 0s 11ms/step >10, 185/693, d1=0.683, d2=0.660 g=0.904 2/2 [==============================] - 0s 11ms/step >10, 186/693, d1=0.670, d2=0.667 g=1.544 2/2 [==============================] - 0s 12ms/step >10, 187/693, d1=0.693, d2=0.632 g=1.111 2/2 [==============================] - 0s 11ms/step >10, 188/693, d1=0.683, d2=0.688 g=1.330 2/2 [==============================] - 0s 10ms/step >10, 189/693, d1=0.672, d2=0.660 g=1.124 2/2 [==============================] - 0s 10ms/step >10, 190/693, d1=0.667, d2=0.698 g=1.015 2/2 [==============================] - 0s 10ms/step >10, 191/693, d1=0.678, d2=0.678 g=1.769 2/2 [==============================] - 0s 10ms/step >10, 192/693, d1=0.684, d2=0.685 g=1.216 2/2 [==============================] - 0s 10ms/step >10, 193/693, d1=0.675, d2=0.691 g=1.351 2/2 [==============================] - 0s 10ms/step >10, 194/693, d1=0.690, d2=0.639 g=1.222 2/2 [==============================] - 0s 10ms/step >10, 195/693, d1=0.684, d2=0.670 g=1.182 2/2 [==============================] - 0s 10ms/step >10, 196/693, d1=0.665, d2=0.661 g=1.720 2/2 [==============================] - 0s 11ms/step >10, 197/693, d1=0.683, d2=0.657 g=1.116 2/2 [==============================] - 0s 10ms/step >10, 198/693, d1=0.694, d2=0.690 g=1.430 2/2 [==============================] - 0s 11ms/step >10, 199/693, d1=0.670, d2=0.674 g=0.994 2/2 [==============================] - 0s 10ms/step >10, 200/693, d1=0.645, d2=0.679 g=1.111 2/2 [==============================] - 0s 10ms/step >10, 201/693, d1=0.685, d2=0.707 g=1.011 2/2 [==============================] - 0s 10ms/step >10, 202/693, d1=0.679, d2=0.710 g=1.113 2/2 [==============================] - 0s 10ms/step >10, 203/693, d1=0.672, d2=0.680 g=1.099 2/2 [==============================] - 0s 10ms/step >10, 204/693, d1=0.670, d2=0.689 g=0.984 2/2 [==============================] - 0s 10ms/step >10, 205/693, d1=0.689, d2=0.665 g=0.894 2/2 [==============================] - 0s 10ms/step >10, 206/693, d1=0.681, d2=0.693 g=1.321 2/2 [==============================] - 0s 10ms/step >10, 207/693, d1=0.687, d2=0.692 g=1.610 2/2 [==============================] - 0s 10ms/step >10, 208/693, d1=0.679, d2=0.685 g=1.305 2/2 [==============================] - 0s 11ms/step >10, 209/693, d1=0.674, d2=0.673 g=0.995 2/2 [==============================] - 0s 10ms/step >10, 210/693, d1=0.679, d2=0.702 g=1.318 2/2 [==============================] - 0s 11ms/step >10, 211/693, d1=0.681, d2=0.691 g=0.984 2/2 [==============================] - 0s 12ms/step >10, 212/693, d1=0.673, d2=0.654 g=0.995 2/2 [==============================] - 0s 10ms/step >10, 213/693, d1=0.677, d2=0.710 g=1.410 2/2 [==============================] - 0s 10ms/step >10, 214/693, d1=0.678, d2=0.707 g=1.302 2/2 [==============================] - 0s 11ms/step >10, 215/693, d1=0.668, d2=0.707 g=0.997 2/2 [==============================] - 0s 10ms/step >10, 216/693, d1=0.667, d2=0.644 g=1.007 2/2 [==============================] - 0s 10ms/step >10, 217/693, d1=0.687, d2=0.701 g=1.523 2/2 [==============================] - 0s 11ms/step >10, 218/693, d1=0.679, d2=0.639 g=1.216 2/2 [==============================] - 0s 11ms/step >10, 219/693, d1=0.676, d2=0.681 g=1.025 2/2 [==============================] - 0s 10ms/step >10, 220/693, d1=0.668, d2=0.696 g=1.184 2/2 [==============================] - 0s 10ms/step >10, 221/693, d1=0.664, d2=0.681 g=1.317 2/2 [==============================] - 0s 10ms/step >10, 222/693, d1=0.686, d2=0.707 g=1.195 2/2 [==============================] - 0s 11ms/step >10, 223/693, d1=0.674, d2=0.690 g=0.998 2/2 [==============================] - 0s 10ms/step >10, 224/693, d1=0.672, d2=0.694 g=1.103 2/2 [==============================] - 0s 10ms/step >10, 225/693, d1=0.683, d2=0.638 g=1.526 2/2 [==============================] - 0s 11ms/step >10, 226/693, d1=0.690, d2=0.700 g=1.323 2/2 [==============================] - 0s 10ms/step >10, 227/693, d1=0.681, d2=0.676 g=1.310 2/2 [==============================] - 0s 10ms/step >10, 228/693, d1=0.686, d2=0.714 g=1.527 2/2 [==============================] - 0s 11ms/step >10, 229/693, d1=0.682, d2=0.670 g=0.984 2/2 [==============================] - 0s 10ms/step >10, 230/693, d1=0.675, d2=0.687 g=1.298 2/2 [==============================] - 0s 11ms/step >10, 231/693, d1=0.677, d2=0.637 g=1.099 2/2 [==============================] - 0s 10ms/step >10, 232/693, d1=0.677, d2=0.673 g=1.107 2/2 [==============================] - 0s 10ms/step >10, 233/693, d1=0.680, d2=0.660 g=1.110 2/2 [==============================] - 0s 11ms/step >10, 234/693, d1=0.674, d2=0.686 g=1.204 2/2 [==============================] - 0s 10ms/step >10, 235/693, d1=0.681, d2=0.692 g=1.122 2/2 [==============================] - 0s 11ms/step >10, 236/693, d1=0.673, d2=0.699 g=1.110 2/2 [==============================] - 0s 11ms/step >10, 237/693, d1=0.678, d2=0.717 g=0.795 2/2 [==============================] - 0s 10ms/step >10, 238/693, d1=0.667, d2=0.675 g=1.417 2/2 [==============================] - 0s 10ms/step >10, 239/693, d1=0.667, d2=0.671 g=1.226 2/2 [==============================] - 0s 11ms/step >10, 240/693, d1=0.678, d2=0.678 g=1.218 2/2 [==============================] - 0s 10ms/step >10, 241/693, d1=0.678, d2=0.688 g=1.718 2/2 [==============================] - 0s 10ms/step >10, 242/693, d1=0.673, d2=0.696 g=1.127 2/2 [==============================] - 0s 10ms/step >10, 243/693, d1=0.654, d2=0.672 g=1.236 2/2 [==============================] - 0s 10ms/step >10, 244/693, d1=0.680, d2=0.646 g=1.229 2/2 [==============================] - 0s 10ms/step >10, 245/693, d1=0.688, d2=0.677 g=1.027 2/2 [==============================] - 0s 10ms/step >10, 246/693, d1=0.694, d2=0.673 g=1.327 2/2 [==============================] - 0s 11ms/step >10, 247/693, d1=0.688, d2=0.691 g=1.008 2/2 [==============================] - 0s 12ms/step >10, 248/693, d1=0.687, d2=0.662 g=1.018 2/2 [==============================] - 0s 9ms/step >10, 249/693, d1=0.676, d2=0.650 g=1.219 2/2 [==============================] - 0s 10ms/step >10, 250/693, d1=0.684, d2=0.666 g=1.020 2/2 [==============================] - 0s 13ms/step >10, 251/693, d1=0.685, d2=0.683 g=1.222 2/2 [==============================] - 0s 11ms/step >10, 252/693, d1=0.686, d2=0.673 g=0.699 2/2 [==============================] - 0s 10ms/step >10, 253/693, d1=0.664, d2=0.681 g=1.352 2/2 [==============================] - 0s 10ms/step >10, 254/693, d1=0.688, d2=0.686 g=1.431 2/2 [==============================] - 0s 10ms/step >10, 255/693, d1=0.674, d2=0.682 g=1.151 2/2 [==============================] - 0s 10ms/step >10, 256/693, d1=0.664, d2=0.683 g=1.259 2/2 [==============================] - 0s 10ms/step >10, 257/693, d1=0.671, d2=0.633 g=1.444 2/2 [==============================] - 0s 11ms/step >10, 258/693, d1=0.672, d2=0.667 g=1.116 2/2 [==============================] - 0s 10ms/step >10, 259/693, d1=0.678, d2=0.668 g=1.552 2/2 [==============================] - 0s 11ms/step >10, 260/693, d1=0.685, d2=0.670 g=1.145 2/2 [==============================] - 0s 10ms/step >10, 261/693, d1=0.669, d2=0.692 g=1.023 2/2 [==============================] - 0s 11ms/step >10, 262/693, d1=0.670, d2=0.680 g=1.356 2/2 [==============================] - 0s 11ms/step >10, 263/693, d1=0.664, d2=0.662 g=0.919 2/2 [==============================] - 0s 10ms/step >10, 264/693, d1=0.677, d2=0.685 g=1.163 2/2 [==============================] - 0s 11ms/step >10, 265/693, d1=0.695, d2=0.681 g=1.255 2/2 [==============================] - 0s 10ms/step >10, 266/693, d1=0.674, d2=0.670 g=1.469 2/2 [==============================] - 0s 10ms/step >10, 267/693, d1=0.688, d2=0.684 g=1.010 2/2 [==============================] - 0s 10ms/step >10, 268/693, d1=0.691, d2=0.622 g=0.919 2/2 [==============================] - 0s 10ms/step >10, 269/693, d1=0.660, d2=0.670 g=0.910 2/2 [==============================] - 0s 11ms/step >10, 270/693, d1=0.661, d2=0.685 g=0.998 2/2 [==============================] - 0s 9ms/step >10, 271/693, d1=0.681, d2=0.689 g=0.897 2/2 [==============================] - 0s 12ms/step >10, 272/693, d1=0.686, d2=0.671 g=1.354 2/2 [==============================] - 0s 10ms/step >10, 273/693, d1=0.684, d2=0.678 g=1.021 2/2 [==============================] - 0s 11ms/step >10, 274/693, d1=0.670, d2=0.675 g=1.257 2/2 [==============================] - 0s 10ms/step >10, 275/693, d1=0.670, d2=0.657 g=1.591 2/2 [==============================] - 0s 10ms/step >10, 276/693, d1=0.677, d2=0.688 g=0.889 2/2 [==============================] - 0s 11ms/step >10, 277/693, d1=0.673, d2=0.675 g=0.793 2/2 [==============================] - 0s 11ms/step >10, 278/693, d1=0.682, d2=0.640 g=0.995 2/2 [==============================] - 0s 10ms/step >10, 279/693, d1=0.676, d2=0.711 g=1.136 2/2 [==============================] - 0s 10ms/step >10, 280/693, d1=0.672, d2=0.692 g=1.354 2/2 [==============================] - 0s 11ms/step >10, 281/693, d1=0.666, d2=0.706 g=1.241 2/2 [==============================] - 0s 10ms/step >10, 282/693, d1=0.680, d2=0.665 g=0.911 2/2 [==============================] - 0s 10ms/step >10, 283/693, d1=0.669, d2=0.687 g=0.914 2/2 [==============================] - 0s 10ms/step >10, 284/693, d1=0.662, d2=0.668 g=1.339 2/2 [==============================] - 0s 9ms/step >10, 285/693, d1=0.684, d2=0.678 g=1.102 2/2 [==============================] - 0s 10ms/step >10, 286/693, d1=0.693, d2=0.676 g=1.337 2/2 [==============================] - 0s 11ms/step >10, 287/693, d1=0.675, d2=0.649 g=1.673 2/2 [==============================] - 0s 9ms/step >10, 288/693, d1=0.677, d2=0.653 g=1.124 2/2 [==============================] - 0s 11ms/step >10, 289/693, d1=0.679, d2=0.695 g=1.459 2/2 [==============================] - 0s 9ms/step >10, 290/693, d1=0.686, d2=0.698 g=1.228 2/2 [==============================] - 0s 11ms/step >10, 291/693, d1=0.688, d2=0.683 g=1.035 2/2 [==============================] - 0s 10ms/step >10, 292/693, d1=0.681, d2=0.673 g=1.017 2/2 [==============================] - 0s 11ms/step >10, 293/693, d1=0.683, d2=0.649 g=1.758 2/2 [==============================] - 0s 11ms/step >10, 294/693, d1=0.681, d2=0.659 g=1.337 2/2 [==============================] - 0s 11ms/step >10, 295/693, d1=0.672, d2=0.668 g=1.461 2/2 [==============================] - 0s 11ms/step >10, 296/693, d1=0.678, d2=0.688 g=1.461 2/2 [==============================] - 0s 11ms/step >10, 297/693, d1=0.677, d2=0.688 g=0.804 2/2 [==============================] - 0s 10ms/step >10, 298/693, d1=0.658, d2=0.692 g=1.144 2/2 [==============================] - 0s 10ms/step >10, 299/693, d1=0.677, d2=0.672 g=1.251 2/2 [==============================] - 0s 10ms/step >10, 300/693, d1=0.706, d2=0.685 g=1.328 2/2 [==============================] - 0s 11ms/step >10, 301/693, d1=0.676, d2=0.685 g=1.149 2/2 [==============================] - 0s 10ms/step >10, 302/693, d1=0.664, d2=0.653 g=1.144 2/2 [==============================] - 0s 9ms/step >10, 303/693, d1=0.691, d2=0.668 g=1.571 2/2 [==============================] - 0s 10ms/step >10, 304/693, d1=0.680, d2=0.678 g=1.232 2/2 [==============================] - 0s 12ms/step >10, 305/693, d1=0.679, d2=0.657 g=0.908 2/2 [==============================] - 0s 11ms/step >10, 306/693, d1=0.686, d2=0.681 g=1.106 2/2 [==============================] - 0s 10ms/step >10, 307/693, d1=0.690, d2=0.685 g=0.799 2/2 [==============================] - 0s 11ms/step >10, 308/693, d1=0.681, d2=0.678 g=1.014 2/2 [==============================] - 0s 10ms/step >10, 309/693, d1=0.672, d2=0.690 g=0.912 2/2 [==============================] - 0s 10ms/step >10, 310/693, d1=0.683, d2=0.685 g=1.119 2/2 [==============================] - 0s 9ms/step >10, 311/693, d1=0.690, d2=0.683 g=1.153 2/2 [==============================] - 0s 10ms/step >10, 312/693, d1=0.686, d2=0.642 g=1.372 2/2 [==============================] - 0s 10ms/step >10, 313/693, d1=0.679, d2=0.664 g=1.124 2/2 [==============================] - 0s 10ms/step >10, 314/693, d1=0.678, d2=0.655 g=1.160 2/2 [==============================] - 0s 10ms/step >10, 315/693, d1=0.688, d2=0.666 g=1.102 2/2 [==============================] - 0s 10ms/step >10, 316/693, d1=0.675, d2=0.693 g=0.920 2/2 [==============================] - 0s 9ms/step >10, 317/693, d1=0.684, d2=0.685 g=1.210 2/2 [==============================] - 0s 10ms/step >10, 318/693, d1=0.688, d2=0.711 g=1.415 2/2 [==============================] - 0s 10ms/step >10, 319/693, d1=0.686, d2=0.665 g=1.248 2/2 [==============================] - 0s 11ms/step >10, 320/693, d1=0.693, d2=0.636 g=1.235 2/2 [==============================] - 0s 10ms/step >10, 321/693, d1=0.683, d2=0.671 g=1.350 2/2 [==============================] - 0s 11ms/step >10, 322/693, d1=0.687, d2=0.680 g=1.439 2/2 [==============================] - 0s 10ms/step >10, 323/693, d1=0.671, d2=0.659 g=1.646 2/2 [==============================] - 0s 11ms/step >10, 324/693, d1=0.694, d2=0.687 g=1.269 2/2 [==============================] - 0s 10ms/step >10, 325/693, d1=0.668, d2=0.667 g=1.768 2/2 [==============================] - 0s 11ms/step >10, 326/693, d1=0.676, d2=0.672 g=1.443 2/2 [==============================] - 0s 10ms/step >10, 327/693, d1=0.681, d2=0.691 g=1.123 2/2 [==============================] - 0s 10ms/step >10, 328/693, d1=0.682, d2=0.674 g=1.014 2/2 [==============================] - 0s 11ms/step >10, 329/693, d1=0.680, d2=0.692 g=1.241 2/2 [==============================] - 0s 11ms/step >10, 330/693, d1=0.678, d2=0.670 g=1.935 2/2 [==============================] - 0s 10ms/step >10, 331/693, d1=0.676, d2=0.679 g=1.229 2/2 [==============================] - 0s 10ms/step >10, 332/693, d1=0.674, d2=0.677 g=1.351 2/2 [==============================] - 0s 10ms/step >10, 333/693, d1=0.674, d2=0.658 g=1.561 2/2 [==============================] - 0s 10ms/step >10, 334/693, d1=0.664, d2=0.673 g=1.351 2/2 [==============================] - 0s 10ms/step >10, 335/693, d1=0.660, d2=0.636 g=1.375 2/2 [==============================] - 0s 10ms/step >10, 336/693, d1=0.683, d2=0.697 g=0.915 2/2 [==============================] - 0s 11ms/step >10, 337/693, d1=0.661, d2=0.668 g=1.357 2/2 [==============================] - 0s 10ms/step >10, 338/693, d1=0.663, d2=0.675 g=1.033 2/2 [==============================] - 0s 10ms/step >10, 339/693, d1=0.696, d2=0.687 g=1.120 2/2 [==============================] - 0s 10ms/step >10, 340/693, d1=0.674, d2=0.694 g=1.121 2/2 [==============================] - 0s 13ms/step >10, 341/693, d1=0.671, d2=0.660 g=1.038 2/2 [==============================] - 0s 11ms/step >10, 342/693, d1=0.683, d2=0.680 g=1.119 2/2 [==============================] - 0s 10ms/step >10, 343/693, d1=0.685, d2=0.709 g=1.149 2/2 [==============================] - 0s 15ms/step >10, 344/693, d1=0.686, d2=0.698 g=1.462 2/2 [==============================] - 0s 10ms/step >10, 345/693, d1=0.670, d2=0.660 g=0.906 2/2 [==============================] - 0s 10ms/step >10, 346/693, d1=0.696, d2=0.635 g=1.248 2/2 [==============================] - 0s 9ms/step >10, 347/693, d1=0.696, d2=0.690 g=1.236 2/2 [==============================] - 0s 9ms/step >10, 348/693, d1=0.677, d2=0.696 g=0.910 2/2 [==============================] - 0s 11ms/step >10, 349/693, d1=0.679, d2=0.672 g=1.339 2/2 [==============================] - 0s 11ms/step >10, 350/693, d1=0.698, d2=0.697 g=1.566 2/2 [==============================] - 0s 11ms/step >10, 351/693, d1=0.675, d2=0.694 g=1.691 2/2 [==============================] - 0s 10ms/step >10, 352/693, d1=0.671, d2=0.658 g=1.131 2/2 [==============================] - 0s 11ms/step >10, 353/693, d1=0.667, d2=0.660 g=1.341 2/2 [==============================] - 0s 10ms/step >10, 354/693, d1=0.673, d2=0.688 g=1.141 2/2 [==============================] - 0s 10ms/step >10, 355/693, d1=0.699, d2=0.709 g=2.123 2/2 [==============================] - 0s 10ms/step >10, 356/693, d1=0.667, d2=0.671 g=1.458 2/2 [==============================] - 0s 10ms/step >10, 357/693, d1=0.676, d2=0.680 g=1.691 2/2 [==============================] - 0s 11ms/step >10, 358/693, d1=0.672, d2=0.664 g=1.131 2/2 [==============================] - 0s 10ms/step >10, 359/693, d1=0.679, d2=0.679 g=1.352 2/2 [==============================] - 0s 9ms/step >10, 360/693, d1=0.688, d2=0.697 g=1.009 2/2 [==============================] - 0s 11ms/step >10, 361/693, d1=0.672, d2=0.665 g=1.459 2/2 [==============================] - 0s 10ms/step >10, 362/693, d1=0.676, d2=0.669 g=1.025 2/2 [==============================] - 0s 11ms/step >10, 363/693, d1=0.673, d2=0.674 g=1.256 2/2 [==============================] - 0s 11ms/step >10, 364/693, d1=0.696, d2=0.697 g=1.259 2/2 [==============================] - 0s 10ms/step >10, 365/693, d1=0.674, d2=0.654 g=1.357 2/2 [==============================] - 0s 10ms/step >10, 366/693, d1=0.683, d2=0.655 g=1.233 2/2 [==============================] - 0s 9ms/step >10, 367/693, d1=0.669, d2=0.692 g=1.358 2/2 [==============================] - 0s 10ms/step >10, 368/693, d1=0.671, d2=0.691 g=1.221 2/2 [==============================] - 0s 10ms/step >10, 369/693, d1=0.671, d2=0.707 g=1.355 2/2 [==============================] - 0s 11ms/step >10, 370/693, d1=0.656, d2=0.681 g=1.042 2/2 [==============================] - 0s 10ms/step >10, 371/693, d1=0.680, d2=0.684 g=1.815 2/2 [==============================] - 0s 11ms/step >10, 372/693, d1=0.688, d2=0.669 g=1.447 2/2 [==============================] - 0s 10ms/step >10, 373/693, d1=0.674, d2=0.644 g=1.250 2/2 [==============================] - 0s 10ms/step >10, 374/693, d1=0.703, d2=0.660 g=1.464 2/2 [==============================] - 0s 11ms/step >10, 375/693, d1=0.686, d2=0.655 g=0.904 2/2 [==============================] - 0s 11ms/step >10, 376/693, d1=0.674, d2=0.690 g=1.473 2/2 [==============================] - 0s 10ms/step >10, 377/693, d1=0.679, d2=0.676 g=1.244 2/2 [==============================] - 0s 10ms/step >10, 378/693, d1=0.685, d2=0.623 g=0.913 2/2 [==============================] - 0s 10ms/step >10, 379/693, d1=0.695, d2=0.653 g=1.272 2/2 [==============================] - 0s 10ms/step >10, 380/693, d1=0.684, d2=0.683 g=1.046 2/2 [==============================] - 0s 10ms/step >10, 381/693, d1=0.659, d2=0.678 g=1.043 2/2 [==============================] - 0s 11ms/step >10, 382/693, d1=0.679, d2=0.677 g=0.929 2/2 [==============================] - 0s 10ms/step >10, 383/693, d1=0.683, d2=0.693 g=0.819 2/2 [==============================] - 0s 9ms/step >10, 384/693, d1=0.689, d2=0.672 g=0.899 2/2 [==============================] - 0s 10ms/step >10, 385/693, d1=0.686, d2=0.694 g=1.371 2/2 [==============================] - 0s 10ms/step >10, 386/693, d1=0.698, d2=0.667 g=0.920 2/2 [==============================] - 0s 10ms/step >10, 387/693, d1=0.683, d2=0.697 g=1.681 2/2 [==============================] - 0s 9ms/step >10, 388/693, d1=0.679, d2=0.640 g=1.487 2/2 [==============================] - 0s 10ms/step >10, 389/693, d1=0.696, d2=0.628 g=1.113 2/2 [==============================] - 0s 11ms/step >10, 390/693, d1=0.693, d2=0.614 g=1.132 2/2 [==============================] - 0s 11ms/step >10, 391/693, d1=0.684, d2=0.651 g=1.023 2/2 [==============================] - 0s 11ms/step >10, 392/693, d1=0.659, d2=0.701 g=1.139 2/2 [==============================] - 0s 11ms/step >10, 393/693, d1=0.693, d2=0.692 g=1.015 2/2 [==============================] - 0s 10ms/step >10, 394/693, d1=0.681, d2=0.674 g=1.246 2/2 [==============================] - 0s 10ms/step >10, 395/693, d1=0.675, d2=0.672 g=1.234 2/2 [==============================] - 0s 10ms/step >10, 396/693, d1=0.690, d2=0.679 g=0.786 2/2 [==============================] - 0s 10ms/step >10, 397/693, d1=0.687, d2=0.668 g=1.369 2/2 [==============================] - 0s 10ms/step >10, 398/693, d1=0.689, d2=0.680 g=1.257 2/2 [==============================] - 0s 11ms/step >10, 399/693, d1=0.686, d2=0.704 g=1.447 2/2 [==============================] - 0s 10ms/step >10, 400/693, d1=0.685, d2=0.687 g=1.014 2/2 [==============================] - 0s 10ms/step >10, 401/693, d1=0.675, d2=0.695 g=1.025 2/2 [==============================] - 0s 11ms/step >10, 402/693, d1=0.673, d2=0.680 g=1.455 2/2 [==============================] - 0s 10ms/step >10, 403/693, d1=0.683, d2=0.680 g=1.610 2/2 [==============================] - 0s 9ms/step >10, 404/693, d1=0.679, d2=0.699 g=1.274 2/2 [==============================] - 0s 11ms/step >10, 405/693, d1=0.675, d2=0.677 g=1.901 2/2 [==============================] - 0s 10ms/step >10, 406/693, d1=0.689, d2=0.683 g=1.424 2/2 [==============================] - 0s 10ms/step >10, 407/693, d1=0.687, d2=0.678 g=1.348 2/2 [==============================] - 0s 10ms/step >10, 408/693, d1=0.684, d2=0.711 g=1.359 2/2 [==============================] - 0s 10ms/step >10, 409/693, d1=0.681, d2=0.664 g=1.022 2/2 [==============================] - 0s 9ms/step >10, 410/693, d1=0.683, d2=0.687 g=1.651 2/2 [==============================] - 0s 11ms/step >10, 411/693, d1=0.692, d2=0.704 g=0.685 2/2 [==============================] - 0s 11ms/step >10, 412/693, d1=0.662, d2=0.690 g=1.337 2/2 [==============================] - 0s 13ms/step >10, 413/693, d1=0.681, d2=0.653 g=1.240 2/2 [==============================] - 0s 10ms/step >10, 414/693, d1=0.665, d2=0.693 g=1.226 2/2 [==============================] - 0s 9ms/step >10, 415/693, d1=0.679, d2=0.685 g=1.109 2/2 [==============================] - 0s 10ms/step >10, 416/693, d1=0.681, d2=0.677 g=1.219 2/2 [==============================] - 0s 10ms/step >10, 417/693, d1=0.684, d2=0.658 g=1.027 2/2 [==============================] - 0s 10ms/step >10, 418/693, d1=0.682, d2=0.672 g=1.481 2/2 [==============================] - 0s 11ms/step >10, 419/693, d1=0.691, d2=0.682 g=1.342 2/2 [==============================] - 0s 10ms/step >10, 420/693, d1=0.688, d2=0.699 g=1.144 2/2 [==============================] - 0s 11ms/step >10, 421/693, d1=0.671, d2=0.649 g=1.116 2/2 [==============================] - 0s 10ms/step >10, 422/693, d1=0.673, d2=0.662 g=1.020 2/2 [==============================] - 0s 11ms/step >10, 423/693, d1=0.671, d2=0.661 g=1.487 2/2 [==============================] - 0s 11ms/step >10, 424/693, d1=0.681, d2=0.662 g=1.594 2/2 [==============================] - 0s 10ms/step >10, 425/693, d1=0.681, d2=0.680 g=1.367 2/2 [==============================] - 0s 11ms/step >10, 426/693, d1=0.678, d2=0.637 g=1.390 2/2 [==============================] - 0s 11ms/step >10, 427/693, d1=0.674, d2=0.698 g=1.244 2/2 [==============================] - 0s 11ms/step >10, 428/693, d1=0.680, d2=0.650 g=1.012 2/2 [==============================] - 0s 9ms/step >10, 429/693, d1=0.667, d2=0.680 g=1.044 2/2 [==============================] - 0s 10ms/step >10, 430/693, d1=0.658, d2=0.655 g=0.932 2/2 [==============================] - 0s 10ms/step >10, 431/693, d1=0.671, d2=0.675 g=1.476 2/2 [==============================] - 0s 10ms/step >10, 432/693, d1=0.665, d2=0.683 g=1.497 2/2 [==============================] - 0s 10ms/step >10, 433/693, d1=0.668, d2=0.688 g=0.908 2/2 [==============================] - 0s 11ms/step >10, 434/693, d1=0.656, d2=0.700 g=0.813 2/2 [==============================] - 0s 10ms/step >10, 435/693, d1=0.676, d2=0.683 g=1.508 2/2 [==============================] - 0s 10ms/step >10, 436/693, d1=0.665, d2=0.696 g=1.609 2/2 [==============================] - 0s 11ms/step >10, 437/693, d1=0.690, d2=0.647 g=1.497 2/2 [==============================] - 0s 12ms/step >10, 438/693, d1=0.674, d2=0.642 g=1.500 2/2 [==============================] - 0s 10ms/step >10, 439/693, d1=0.682, d2=0.697 g=1.385 2/2 [==============================] - 0s 11ms/step >10, 440/693, d1=0.684, d2=0.650 g=0.907 2/2 [==============================] - 0s 11ms/step >10, 441/693, d1=0.668, d2=0.705 g=0.798 2/2 [==============================] - 0s 10ms/step >10, 442/693, d1=0.669, d2=0.661 g=1.015 2/2 [==============================] - 0s 10ms/step >10, 443/693, d1=0.659, d2=0.673 g=1.407 2/2 [==============================] - 0s 10ms/step >10, 444/693, d1=0.670, d2=0.695 g=1.144 2/2 [==============================] - 0s 11ms/step >10, 445/693, d1=0.654, d2=0.707 g=0.803 2/2 [==============================] - 0s 10ms/step >10, 446/693, d1=0.678, d2=0.656 g=1.384 2/2 [==============================] - 0s 11ms/step >10, 447/693, d1=0.662, d2=0.665 g=1.145 2/2 [==============================] - 0s 11ms/step >10, 448/693, d1=0.673, d2=0.683 g=1.018 2/2 [==============================] - 0s 10ms/step >10, 449/693, d1=0.675, d2=0.710 g=0.931 2/2 [==============================] - 0s 9ms/step >10, 450/693, d1=0.665, d2=0.701 g=1.598 2/2 [==============================] - 0s 11ms/step >10, 451/693, d1=0.637, d2=0.695 g=1.747 2/2 [==============================] - 0s 11ms/step >10, 452/693, d1=0.672, d2=0.657 g=1.124 2/2 [==============================] - 0s 10ms/step >10, 453/693, d1=0.651, d2=0.655 g=1.468 2/2 [==============================] - 0s 10ms/step >10, 454/693, d1=0.670, d2=0.670 g=0.910 2/2 [==============================] - 0s 10ms/step >10, 455/693, d1=0.669, d2=0.694 g=1.273 2/2 [==============================] - 0s 12ms/step >10, 456/693, d1=0.672, d2=0.701 g=1.136 2/2 [==============================] - 0s 10ms/step >10, 457/693, d1=0.664, d2=0.689 g=1.127 2/2 [==============================] - 0s 10ms/step >10, 458/693, d1=0.676, d2=0.691 g=1.602 2/2 [==============================] - 0s 11ms/step >10, 459/693, d1=0.670, d2=0.716 g=1.035 2/2 [==============================] - 0s 10ms/step >10, 460/693, d1=0.662, d2=0.699 g=1.350 2/2 [==============================] - 0s 10ms/step >10, 461/693, d1=0.680, d2=0.713 g=0.899 2/2 [==============================] - 0s 10ms/step >10, 462/693, d1=0.669, d2=0.695 g=1.157 2/2 [==============================] - 0s 11ms/step >10, 463/693, d1=0.689, d2=0.702 g=1.860 2/2 [==============================] - 0s 10ms/step >10, 464/693, d1=0.675, d2=0.710 g=1.258 2/2 [==============================] - 0s 10ms/step >10, 465/693, d1=0.674, d2=0.701 g=1.148 2/2 [==============================] - 0s 10ms/step >10, 466/693, d1=0.679, d2=0.704 g=1.253 2/2 [==============================] - 0s 11ms/step >10, 467/693, d1=0.677, d2=0.691 g=1.392 2/2 [==============================] - 0s 10ms/step >10, 468/693, d1=0.689, d2=0.690 g=0.916 2/2 [==============================] - 0s 10ms/step >10, 469/693, d1=0.679, d2=0.703 g=0.921 2/2 [==============================] - 0s 13ms/step >10, 470/693, d1=0.675, d2=0.647 g=1.054 2/2 [==============================] - 0s 9ms/step >10, 471/693, d1=0.697, d2=0.690 g=1.242 2/2 [==============================] - 0s 10ms/step >10, 472/693, d1=0.686, d2=0.659 g=1.251 2/2 [==============================] - 0s 10ms/step >10, 473/693, d1=0.666, d2=0.664 g=1.261 2/2 [==============================] - 0s 11ms/step >10, 474/693, d1=0.678, d2=0.657 g=1.261 2/2 [==============================] - 0s 10ms/step >10, 475/693, d1=0.679, d2=0.691 g=1.235 2/2 [==============================] - 0s 10ms/step >10, 476/693, d1=0.685, d2=0.674 g=0.920 2/2 [==============================] - 0s 12ms/step >10, 477/693, d1=0.685, d2=0.677 g=1.030 2/2 [==============================] - 0s 10ms/step >10, 478/693, d1=0.678, d2=0.681 g=1.346 2/2 [==============================] - 0s 10ms/step >10, 479/693, d1=0.662, d2=0.648 g=0.692 2/2 [==============================] - 0s 11ms/step >10, 480/693, d1=0.679, d2=0.693 g=1.141 2/2 [==============================] - 0s 11ms/step >10, 481/693, d1=0.673, d2=0.683 g=1.362 2/2 [==============================] - 0s 10ms/step >10, 482/693, d1=0.691, d2=0.655 g=1.072 2/2 [==============================] - 0s 11ms/step >10, 483/693, d1=0.661, d2=0.668 g=1.370 2/2 [==============================] - 0s 11ms/step >10, 484/693, d1=0.683, d2=0.665 g=1.146 2/2 [==============================] - 0s 11ms/step >10, 485/693, d1=0.679, d2=0.681 g=0.922 2/2 [==============================] - 0s 11ms/step >10, 486/693, d1=0.672, d2=0.683 g=0.940 2/2 [==============================] - 0s 11ms/step >10, 487/693, d1=0.671, d2=0.697 g=1.279 2/2 [==============================] - 0s 10ms/step >10, 488/693, d1=0.683, d2=0.655 g=0.823 2/2 [==============================] - 0s 10ms/step >10, 489/693, d1=0.657, d2=0.672 g=0.951 2/2 [==============================] - 0s 9ms/step >10, 490/693, d1=0.684, d2=0.672 g=1.055 2/2 [==============================] - 0s 8ms/step >10, 491/693, d1=0.682, d2=0.653 g=1.539 2/2 [==============================] - 0s 11ms/step >10, 492/693, d1=0.675, d2=0.653 g=1.499 2/2 [==============================] - 0s 10ms/step >10, 493/693, d1=0.684, d2=0.684 g=1.483 2/2 [==============================] - 0s 11ms/step >10, 494/693, d1=0.670, d2=0.679 g=1.148 2/2 [==============================] - 0s 11ms/step >10, 495/693, d1=0.685, d2=0.647 g=1.149 2/2 [==============================] - 0s 10ms/step >10, 496/693, d1=0.680, d2=0.697 g=1.395 2/2 [==============================] - 0s 10ms/step >10, 497/693, d1=0.681, d2=0.665 g=1.604 2/2 [==============================] - 0s 10ms/step >10, 498/693, d1=0.679, d2=0.706 g=1.153 2/2 [==============================] - 0s 11ms/step >10, 499/693, d1=0.679, d2=0.705 g=1.397 2/2 [==============================] - 0s 10ms/step >10, 500/693, d1=0.679, d2=0.682 g=1.478 2/2 [==============================] - 0s 11ms/step >10, 501/693, d1=0.675, d2=0.673 g=1.367 2/2 [==============================] - 0s 10ms/step >10, 502/693, d1=0.688, d2=0.679 g=1.385 2/2 [==============================] - 0s 10ms/step >10, 503/693, d1=0.671, d2=0.688 g=1.463 2/2 [==============================] - 0s 11ms/step >10, 504/693, d1=0.672, d2=0.678 g=1.149 2/2 [==============================] - 0s 9ms/step >10, 505/693, d1=0.671, d2=0.693 g=1.135 2/2 [==============================] - 0s 11ms/step >10, 506/693, d1=0.692, d2=0.690 g=1.492 2/2 [==============================] - 0s 9ms/step >10, 507/693, d1=0.682, d2=0.669 g=0.946 2/2 [==============================] - 0s 10ms/step >10, 508/693, d1=0.679, d2=0.701 g=0.930 2/2 [==============================] - 0s 11ms/step >10, 509/693, d1=0.700, d2=0.676 g=1.160 2/2 [==============================] - 0s 9ms/step >10, 510/693, d1=0.695, d2=0.688 g=1.181 2/2 [==============================] - 0s 11ms/step >10, 511/693, d1=0.688, d2=0.689 g=1.487 2/2 [==============================] - 0s 10ms/step >10, 512/693, d1=0.685, d2=0.710 g=1.039 2/2 [==============================] - 0s 11ms/step >10, 513/693, d1=0.689, d2=0.693 g=1.840 2/2 [==============================] - 0s 10ms/step >10, 514/693, d1=0.677, d2=0.687 g=1.055 2/2 [==============================] - 0s 11ms/step >10, 515/693, d1=0.691, d2=0.675 g=1.487 2/2 [==============================] - 0s 10ms/step >10, 516/693, d1=0.688, d2=0.682 g=1.052 2/2 [==============================] - 0s 10ms/step >10, 517/693, d1=0.705, d2=0.675 g=1.057 2/2 [==============================] - 0s 10ms/step >10, 518/693, d1=0.688, d2=0.630 g=1.481 2/2 [==============================] - 0s 10ms/step >10, 519/693, d1=0.687, d2=0.671 g=1.141 2/2 [==============================] - 0s 11ms/step >10, 520/693, d1=0.679, d2=0.670 g=1.140 2/2 [==============================] - 0s 9ms/step >10, 521/693, d1=0.681, d2=0.677 g=1.300 2/2 [==============================] - 0s 11ms/step >10, 522/693, d1=0.670, d2=0.675 g=1.505 2/2 [==============================] - 0s 11ms/step >10, 523/693, d1=0.687, d2=0.657 g=1.380 2/2 [==============================] - 0s 11ms/step >10, 524/693, d1=0.696, d2=0.694 g=1.207 2/2 [==============================] - 0s 11ms/step >10, 525/693, d1=0.700, d2=0.677 g=1.165 2/2 [==============================] - 0s 10ms/step >10, 526/693, d1=0.682, d2=0.682 g=1.280 2/2 [==============================] - 0s 10ms/step >10, 527/693, d1=0.685, d2=0.661 g=0.927 2/2 [==============================] - 0s 10ms/step >10, 528/693, d1=0.689, d2=0.688 g=0.924 2/2 [==============================] - 0s 10ms/step >10, 529/693, d1=0.699, d2=0.685 g=0.925 2/2 [==============================] - 0s 11ms/step >10, 530/693, d1=0.689, d2=0.691 g=1.367 2/2 [==============================] - 0s 10ms/step >10, 531/693, d1=0.686, d2=0.679 g=1.160 2/2 [==============================] - 0s 10ms/step >10, 532/693, d1=0.673, d2=0.665 g=1.033 2/2 [==============================] - 0s 10ms/step >10, 533/693, d1=0.691, d2=0.691 g=1.171 2/2 [==============================] - 0s 11ms/step >10, 534/693, d1=0.701, d2=0.647 g=1.162 2/2 [==============================] - 0s 11ms/step >10, 535/693, d1=0.694, d2=0.682 g=1.520 2/2 [==============================] - 0s 11ms/step >10, 536/693, d1=0.680, d2=0.676 g=1.609 2/2 [==============================] - 0s 11ms/step >10, 537/693, d1=0.694, d2=0.694 g=1.157 2/2 [==============================] - 0s 10ms/step >10, 538/693, d1=0.687, d2=0.689 g=0.909 2/2 [==============================] - 0s 10ms/step >10, 539/693, d1=0.682, d2=0.682 g=1.470 2/2 [==============================] - 0s 10ms/step >10, 540/693, d1=0.674, d2=0.670 g=1.288 2/2 [==============================] - 0s 11ms/step >10, 541/693, d1=0.686, d2=0.693 g=1.631 2/2 [==============================] - 0s 11ms/step >10, 542/693, d1=0.683, d2=0.700 g=1.038 2/2 [==============================] - 0s 11ms/step >10, 543/693, d1=0.678, d2=0.626 g=1.161 2/2 [==============================] - 0s 10ms/step >10, 544/693, d1=0.678, d2=0.669 g=1.036 2/2 [==============================] - 0s 10ms/step >10, 545/693, d1=0.680, d2=0.662 g=1.029 2/2 [==============================] - 0s 10ms/step >10, 546/693, d1=0.696, d2=0.657 g=0.903 2/2 [==============================] - 0s 10ms/step >10, 547/693, d1=0.688, d2=0.663 g=0.810 2/2 [==============================] - 0s 10ms/step >10, 548/693, d1=0.682, d2=0.671 g=1.165 2/2 [==============================] - 0s 11ms/step >10, 549/693, d1=0.653, d2=0.692 g=1.150 2/2 [==============================] - 0s 10ms/step >10, 550/693, d1=0.671, d2=0.672 g=1.487 2/2 [==============================] - 0s 10ms/step >10, 551/693, d1=0.680, d2=0.672 g=0.691 2/2 [==============================] - 0s 10ms/step >10, 552/693, d1=0.672, d2=0.670 g=1.032 2/2 [==============================] - 0s 11ms/step >10, 553/693, d1=0.684, d2=0.697 g=1.398 2/2 [==============================] - 0s 10ms/step >10, 554/693, d1=0.687, d2=0.684 g=1.149 2/2 [==============================] - 0s 10ms/step >10, 555/693, d1=0.676, d2=0.687 g=1.600 2/2 [==============================] - 0s 11ms/step >10, 556/693, d1=0.682, d2=0.706 g=0.904 2/2 [==============================] - 0s 10ms/step >10, 557/693, d1=0.688, d2=0.681 g=1.374 2/2 [==============================] - 0s 10ms/step >10, 558/693, d1=0.691, d2=0.651 g=0.924 2/2 [==============================] - 0s 10ms/step >10, 559/693, d1=0.684, d2=0.686 g=1.748 2/2 [==============================] - 0s 11ms/step >10, 560/693, d1=0.673, d2=0.679 g=1.386 2/2 [==============================] - 0s 10ms/step >10, 561/693, d1=0.669, d2=0.696 g=0.925 2/2 [==============================] - 0s 11ms/step >10, 562/693, d1=0.658, d2=0.694 g=1.144 2/2 [==============================] - 0s 11ms/step >10, 563/693, d1=0.683, d2=0.642 g=1.391 2/2 [==============================] - 0s 12ms/step >10, 564/693, d1=0.685, d2=0.675 g=1.512 2/2 [==============================] - 0s 11ms/step >10, 565/693, d1=0.670, d2=0.671 g=1.263 2/2 [==============================] - 0s 10ms/step >10, 566/693, d1=0.684, d2=0.676 g=0.805 2/2 [==============================] - 0s 11ms/step >10, 567/693, d1=0.688, d2=0.679 g=1.820 2/2 [==============================] - 0s 10ms/step >10, 568/693, d1=0.680, d2=0.668 g=1.257 2/2 [==============================] - 0s 11ms/step >10, 569/693, d1=0.684, d2=0.689 g=1.629 2/2 [==============================] - 0s 11ms/step >10, 570/693, d1=0.672, d2=0.644 g=0.917 2/2 [==============================] - 0s 10ms/step >10, 571/693, d1=0.678, d2=0.696 g=1.457 2/2 [==============================] - 0s 10ms/step >10, 572/693, d1=0.696, d2=0.668 g=1.145 2/2 [==============================] - 0s 11ms/step >10, 573/693, d1=0.674, d2=0.679 g=1.021 2/2 [==============================] - 0s 11ms/step >10, 574/693, d1=0.688, d2=0.680 g=1.058 2/2 [==============================] - 0s 11ms/step >10, 575/693, d1=0.669, d2=0.681 g=0.918 2/2 [==============================] - 0s 11ms/step >10, 576/693, d1=0.669, d2=0.679 g=1.259 2/2 [==============================] - 0s 11ms/step >10, 577/693, d1=0.684, d2=0.688 g=1.274 2/2 [==============================] - 0s 10ms/step >10, 578/693, d1=0.678, d2=0.678 g=1.625 2/2 [==============================] - 0s 9ms/step >10, 579/693, d1=0.678, d2=0.656 g=1.625 2/2 [==============================] - 0s 10ms/step >10, 580/693, d1=0.676, d2=0.671 g=1.350 2/2 [==============================] - 0s 10ms/step >10, 581/693, d1=0.700, d2=0.667 g=1.287 2/2 [==============================] - 0s 9ms/step >10, 582/693, d1=0.688, d2=0.654 g=1.501 2/2 [==============================] - 0s 13ms/step >10, 583/693, d1=0.682, d2=0.696 g=1.398 2/2 [==============================] - 0s 11ms/step >10, 584/693, d1=0.675, d2=0.696 g=1.693 2/2 [==============================] - 0s 11ms/step >10, 585/693, d1=0.682, d2=0.712 g=0.919 2/2 [==============================] - 0s 10ms/step >10, 586/693, d1=0.669, d2=0.679 g=1.814 2/2 [==============================] - 0s 10ms/step >10, 587/693, d1=0.680, d2=0.676 g=1.030 2/2 [==============================] - 0s 11ms/step >10, 588/693, d1=0.680, d2=0.679 g=1.289 2/2 [==============================] - 0s 11ms/step >10, 589/693, d1=0.673, d2=0.671 g=1.620 2/2 [==============================] - 0s 10ms/step >10, 590/693, d1=0.685, d2=0.654 g=1.147 2/2 [==============================] - 0s 11ms/step >10, 591/693, d1=0.693, d2=0.672 g=1.237 2/2 [==============================] - 0s 11ms/step >10, 592/693, d1=0.672, d2=0.678 g=1.249 2/2 [==============================] - 0s 11ms/step >10, 593/693, d1=0.670, d2=0.675 g=1.140 2/2 [==============================] - 0s 10ms/step >10, 594/693, d1=0.667, d2=0.669 g=1.253 2/2 [==============================] - 0s 11ms/step >10, 595/693, d1=0.683, d2=0.688 g=1.350 2/2 [==============================] - 0s 10ms/step >10, 596/693, d1=0.697, d2=0.701 g=1.399 2/2 [==============================] - 0s 9ms/step >10, 597/693, d1=0.688, d2=0.692 g=1.492 2/2 [==============================] - 0s 10ms/step >10, 598/693, d1=0.678, d2=0.676 g=1.131 2/2 [==============================] - 0s 11ms/step >10, 599/693, d1=0.669, d2=0.662 g=1.137 2/2 [==============================] - 0s 10ms/step >10, 600/693, d1=0.667, d2=0.699 g=1.261 2/2 [==============================] - 0s 10ms/step >10, 601/693, d1=0.680, d2=0.711 g=1.039 2/2 [==============================] - 0s 10ms/step >10, 602/693, d1=0.674, d2=0.671 g=1.019 2/2 [==============================] - 0s 10ms/step >10, 603/693, d1=0.677, d2=0.706 g=1.287 2/2 [==============================] - 0s 9ms/step >10, 604/693, d1=0.690, d2=0.652 g=1.035 2/2 [==============================] - 0s 12ms/step >10, 605/693, d1=0.672, d2=0.672 g=1.143 2/2 [==============================] - 0s 10ms/step >10, 606/693, d1=0.673, d2=0.670 g=1.724 2/2 [==============================] - 0s 9ms/step >10, 607/693, d1=0.681, d2=0.658 g=1.120 2/2 [==============================] - 0s 11ms/step >10, 608/693, d1=0.684, d2=0.693 g=1.598 2/2 [==============================] - 0s 10ms/step >10, 609/693, d1=0.665, d2=0.652 g=1.137 2/2 [==============================] - 0s 10ms/step >10, 610/693, d1=0.660, d2=0.684 g=1.065 2/2 [==============================] - 0s 10ms/step >10, 611/693, d1=0.685, d2=0.668 g=1.271 2/2 [==============================] - 0s 10ms/step >10, 612/693, d1=0.673, d2=0.669 g=1.602 2/2 [==============================] - 0s 10ms/step >10, 613/693, d1=0.689, d2=0.701 g=1.668 2/2 [==============================] - 0s 11ms/step >10, 614/693, d1=0.671, d2=0.654 g=1.409 2/2 [==============================] - 0s 10ms/step >10, 615/693, d1=0.663, d2=0.692 g=1.747 2/2 [==============================] - 0s 11ms/step >10, 616/693, d1=0.665, d2=0.683 g=0.812 2/2 [==============================] - 0s 11ms/step >10, 617/693, d1=0.661, d2=0.643 g=1.165 2/2 [==============================] - 0s 11ms/step >10, 618/693, d1=0.658, d2=0.671 g=1.272 2/2 [==============================] - 0s 10ms/step >10, 619/693, d1=0.682, d2=0.672 g=1.267 2/2 [==============================] - 0s 11ms/step >10, 620/693, d1=0.638, d2=0.687 g=1.168 2/2 [==============================] - 0s 11ms/step >10, 621/693, d1=0.679, d2=0.673 g=1.399 2/2 [==============================] - 0s 12ms/step >10, 622/693, d1=0.665, d2=0.710 g=1.067 2/2 [==============================] - 0s 10ms/step >10, 623/693, d1=0.687, d2=0.690 g=1.479 2/2 [==============================] - 0s 10ms/step >10, 624/693, d1=0.662, d2=0.706 g=1.151 2/2 [==============================] - 0s 11ms/step >10, 625/693, d1=0.671, d2=0.692 g=1.540 2/2 [==============================] - 0s 10ms/step >10, 626/693, d1=0.685, d2=0.723 g=1.401 2/2 [==============================] - 0s 10ms/step >10, 627/693, d1=0.670, d2=0.705 g=1.007 2/2 [==============================] - 0s 10ms/step >10, 628/693, d1=0.690, d2=0.698 g=1.027 2/2 [==============================] - 0s 11ms/step >10, 629/693, d1=0.695, d2=0.687 g=1.119 2/2 [==============================] - 0s 10ms/step >10, 630/693, d1=0.663, d2=0.647 g=1.156 2/2 [==============================] - 0s 10ms/step >10, 631/693, d1=0.656, d2=0.704 g=1.568 2/2 [==============================] - 0s 11ms/step >10, 632/693, d1=0.665, d2=0.730 g=0.924 2/2 [==============================] - 0s 11ms/step >10, 633/693, d1=0.700, d2=0.678 g=1.687 2/2 [==============================] - 0s 10ms/step >10, 634/693, d1=0.690, d2=0.705 g=1.222 2/2 [==============================] - 0s 10ms/step >10, 635/693, d1=0.692, d2=0.641 g=1.131 2/2 [==============================] - 0s 11ms/step >10, 636/693, d1=0.684, d2=0.700 g=1.141 2/2 [==============================] - 0s 10ms/step >10, 637/693, d1=0.670, d2=0.695 g=1.498 2/2 [==============================] - 0s 11ms/step >10, 638/693, d1=0.687, d2=0.694 g=1.728 2/2 [==============================] - 0s 11ms/step >10, 639/693, d1=0.687, d2=0.676 g=1.597 2/2 [==============================] - 0s 10ms/step >10, 640/693, d1=0.690, d2=0.685 g=0.922 2/2 [==============================] - 0s 11ms/step >10, 641/693, d1=0.687, d2=0.670 g=1.276 2/2 [==============================] - 0s 10ms/step >10, 642/693, d1=0.686, d2=0.687 g=1.374 2/2 [==============================] - 0s 11ms/step >10, 643/693, d1=0.688, d2=0.653 g=1.070 2/2 [==============================] - 0s 10ms/step >10, 644/693, d1=0.680, d2=0.659 g=1.165 2/2 [==============================] - 0s 10ms/step >10, 645/693, d1=0.688, d2=0.663 g=1.071 2/2 [==============================] - 0s 10ms/step >10, 646/693, d1=0.685, d2=0.629 g=1.507 2/2 [==============================] - 0s 10ms/step >10, 647/693, d1=0.677, d2=0.617 g=1.512 2/2 [==============================] - 0s 10ms/step >10, 648/693, d1=0.676, d2=0.636 g=1.400 2/2 [==============================] - 0s 11ms/step >10, 649/693, d1=0.676, d2=0.637 g=1.202 2/2 [==============================] - 0s 11ms/step >10, 650/693, d1=0.670, d2=0.626 g=1.750 2/2 [==============================] - 0s 10ms/step >10, 651/693, d1=0.670, d2=0.633 g=0.980 2/2 [==============================] - 0s 11ms/step >10, 652/693, d1=0.663, d2=0.668 g=1.416 2/2 [==============================] - 0s 11ms/step >10, 653/693, d1=0.659, d2=0.677 g=1.540 2/2 [==============================] - 0s 11ms/step >10, 654/693, d1=0.683, d2=0.650 g=1.211 2/2 [==============================] - 0s 11ms/step >10, 655/693, d1=0.668, d2=0.697 g=1.389 2/2 [==============================] - 0s 11ms/step >10, 656/693, d1=0.666, d2=0.668 g=0.942 2/2 [==============================] - 0s 11ms/step >10, 657/693, d1=0.666, d2=0.685 g=0.924 2/2 [==============================] - 0s 10ms/step >10, 658/693, d1=0.676, d2=0.688 g=1.044 2/2 [==============================] - 0s 11ms/step >10, 659/693, d1=0.681, d2=0.679 g=1.302 2/2 [==============================] - 0s 11ms/step >10, 660/693, d1=0.679, d2=0.691 g=1.156 2/2 [==============================] - 0s 10ms/step >10, 661/693, d1=0.687, d2=0.688 g=1.132 2/2 [==============================] - 0s 10ms/step >10, 662/693, d1=0.656, d2=0.712 g=1.615 2/2 [==============================] - 0s 11ms/step >10, 663/693, d1=0.673, d2=0.672 g=1.254 2/2 [==============================] - 0s 9ms/step >10, 664/693, d1=0.672, d2=0.717 g=1.615 2/2 [==============================] - 0s 9ms/step >10, 665/693, d1=0.682, d2=0.655 g=1.142 2/2 [==============================] - 0s 10ms/step >10, 666/693, d1=0.695, d2=0.702 g=1.265 2/2 [==============================] - 0s 11ms/step >10, 667/693, d1=0.690, d2=0.667 g=1.164 2/2 [==============================] - 0s 11ms/step >10, 668/693, d1=0.705, d2=0.682 g=1.253 2/2 [==============================] - 0s 10ms/step >10, 669/693, d1=0.709, d2=0.650 g=1.442 2/2 [==============================] - 0s 10ms/step >10, 670/693, d1=0.691, d2=0.670 g=1.277 2/2 [==============================] - 0s 10ms/step >10, 671/693, d1=0.679, d2=0.680 g=1.146 2/2 [==============================] - 0s 10ms/step >10, 672/693, d1=0.686, d2=0.669 g=1.144 2/2 [==============================] - 0s 10ms/step >10, 673/693, d1=0.683, d2=0.701 g=1.381 2/2 [==============================] - 0s 9ms/step >10, 674/693, d1=0.662, d2=0.676 g=1.586 2/2 [==============================] - 0s 12ms/step >10, 675/693, d1=0.685, d2=0.685 g=0.930 2/2 [==============================] - 0s 13ms/step >10, 676/693, d1=0.687, d2=0.652 g=1.135 2/2 [==============================] - 0s 9ms/step >10, 677/693, d1=0.688, d2=0.703 g=1.171 2/2 [==============================] - 0s 10ms/step >10, 678/693, d1=0.681, d2=0.679 g=1.489 2/2 [==============================] - 0s 11ms/step >10, 679/693, d1=0.674, d2=0.657 g=1.248 2/2 [==============================] - 0s 11ms/step >10, 680/693, d1=0.680, d2=0.668 g=1.491 2/2 [==============================] - 0s 10ms/step >10, 681/693, d1=0.687, d2=0.693 g=1.353 2/2 [==============================] - 0s 12ms/step >10, 682/693, d1=0.671, d2=0.689 g=1.366 2/2 [==============================] - 0s 11ms/step >10, 683/693, d1=0.690, d2=0.702 g=1.058 2/2 [==============================] - 0s 11ms/step >10, 684/693, d1=0.674, d2=0.655 g=1.051 2/2 [==============================] - 0s 10ms/step >10, 685/693, d1=0.700, d2=0.679 g=1.168 2/2 [==============================] - 0s 11ms/step >10, 686/693, d1=0.667, d2=0.673 g=1.508 2/2 [==============================] - 0s 10ms/step >10, 687/693, d1=0.679, d2=0.694 g=1.168 2/2 [==============================] - 0s 11ms/step >10, 688/693, d1=0.686, d2=0.638 g=1.716 2/2 [==============================] - 0s 10ms/step >10, 689/693, d1=0.687, d2=0.688 g=0.808 2/2 [==============================] - 0s 12ms/step >10, 690/693, d1=0.678, d2=0.684 g=2.071 2/2 [==============================] - 0s 10ms/step >10, 691/693, d1=0.682, d2=0.648 g=1.134 2/2 [==============================] - 0s 11ms/step >10, 692/693, d1=0.691, d2=0.680 g=1.043 2/2 [==============================] - 0s 11ms/step >10, 693/693, d1=0.683, d2=0.683 g=1.273 5/5 [==============================] - 0s 35ms/step >Accuracy real: 50%, fake: 55% WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.
Hypertuned CGAN¶
from numpy import expand_dims, zeros, ones, vstack
from numpy.random import randn, randint
from keras.optimizers import Adam
from keras.models import Model
from keras.layers import Dense, Reshape, Flatten, Conv2D, Conv2DTranspose, LeakyReLU, Dropout, Embedding, Concatenate, Input
from matplotlib import pyplot
import numpy as np
# define the standalone discriminator model
def define_discriminator(in_shape=(28, 28, 1), n_classes=26):
# label input
in_label = Input(shape=(1,))
# embedding for categorical input
li = Embedding(n_classes, 50)(in_label)
# scale up to image dimensions with linear layer
n_nodes = in_shape[0] * in_shape[1]
li = Dense(n_nodes)(li)
# reshape to additional channel
li = Reshape((in_shape[0], in_shape[1], 1))(li)
# image input
in_image = Input(shape=in_shape)
# concatenate label as a channel
merge = Concatenate()([in_image, li])
# downsample
fe = Conv2D(64, (3,3), strides=(2,2), padding='same')(merge)
fe = LeakyReLU(alpha=0.2)(fe)
# downsample
fe = Conv2D(64, (3,3), strides=(2,2), padding='same')(fe)
fe = LeakyReLU(alpha=0.2)(fe)
# downsample
fe = Conv2D(128, (3,3), strides=(2,2), padding='same')(fe)
fe = LeakyReLU(alpha=0.2)(fe)
# downsample
fe = Conv2D(128, (3,3), strides=(2,2), padding='same')(fe)
fe = LeakyReLU(alpha=0.2)(fe)
# flatten feature maps
fe = Flatten()(fe)
# dropout
fe = Dropout(0.4)(fe)
# output
out_layer = Dense(1, activation='sigmoid')(fe)
# define model
model = Model([in_image, in_label], out_layer)
# compile model
opt = Adam(lr=0.0002, beta_1=0.5)
model.compile(loss='binary_crossentropy', optimizer=opt, metrics=['accuracy'])
return model
# define the standalone generator model
def define_generator(latent_dim, n_classes=26):
# label input
in_label = Input(shape=(1,))
# embedding for categorical input
li = Embedding(n_classes, 50)(in_label)
# linear multiplication
n_nodes = 7 * 7
li = Dense(n_nodes)(li)
# reshape to additional channel
li = Reshape((7, 7, 1))(li)
# image generator input
in_lat = Input(shape=(latent_dim,))
# foundation for 7x7 image
n_nodes = 256 * 7 * 7
gen = Dense(n_nodes)(in_lat)
gen = LeakyReLU(alpha=0.2)(gen)
gen = Reshape((7, 7, 256))(gen)
# merge image gen and label input
merge = Concatenate()([gen, li])
# upsample to 14x14
gen = Conv2DTranspose(128, (4,4), strides=(2,2), padding='same')(merge)
gen = LeakyReLU(alpha=0.2)(gen)
# upsample to 28x28
gen = Conv2DTranspose(128, (4,4), strides=(2,2), padding='same')(gen)
gen = LeakyReLU(alpha=0.2)(gen)
# output layer
out_layer = Conv2D(1, (7,7), activation='tanh', padding='same')(gen)
# define model
model = Model([in_lat, in_label], out_layer)
return model
# define the combined generator and discriminator model, for updating the generator
def define_gan(g_model, d_model):
# make weights in the discriminator not trainable
d_model.trainable = False
# get noise and label inputs from generator model
gen_noise, gen_label = g_model.input
# get image output from the generator model
gen_output = g_model.output
# connect image output and label input from generator as inputs to discriminator
gan_output = d_model([gen_output, gen_label])
# define gan model as taking noise and label and outputting a classification
model = Model([gen_noise, gen_label], gan_output)
# compile model
opt = Adam(lr=0.0002, beta_1=0.5)
model.compile(loss='binary_crossentropy', optimizer=opt)
return model
def load_real_samples():
# Assuming withoutBlankArr is a numpy array of shape (num_samples, 28, 28)
X = (withoutBlankArr - 127.5) / 127.5
X = np.expand_dims(X, axis=-1) # Expand to (num_samples, 28, 28, 1)
y = labelsArr # Load your labels
return X.astype('float32'), y.astype('int')
# select real samples
def generate_real_samples(dataset, labels, n_samples):
# choose random instances
ix = randint(0, dataset.shape[0], n_samples)
# retrieve selected images and labels
X, labels = dataset[ix], labels[ix]
# generate 'real' class labels (1)
y = ones((n_samples, 1))
return [X, labels], y
# generate points in latent space as input for the generator
def generate_latent_points(latent_dim, n_samples, n_classes=26):
# generate points in the latent space
x_input = randn(latent_dim * n_samples)
# reshape into a batch of inputs for the network
z_input = x_input.reshape(n_samples, latent_dim)
# generate labels
labels = randint(0, n_classes, n_samples)
return [z_input, labels]
# use the generator to generate n fake examples, with class labels
def generate_fake_samples(g_model, latent_dim, n_samples, n_classes=26):
# generate points in latent space
z_input, labels = generate_latent_points(latent_dim, n_samples, n_classes)
# predict outputs
images = g_model.predict([z_input, labels])
# create 'fake' class labels (0)
y = zeros((n_samples, 1))
return [images, labels], y
# create and save a plot of generated images
def save_plot(examples, epoch, n=7):
# scale from [-1,1] to [0,1]
examples = (examples + 1) / 2.0
# plot images
for i in range(n * n):
# define subplot
pyplot.subplot(n, n, 1 + i)
# turn off axis
pyplot.axis('off')
# plot raw pixel data
pyplot.imshow(examples[i, :, :, 0], cmap='gray')
# save plot to file
filename = 'generated_plot_e%03d.png' % (epoch+1)
pyplot.savefig(filename)
pyplot.close()
def calculate_ssim(real_images, generated_images):
ssim_scores = []
# Ensure both arrays have the same number of images
num_images = min(len(real_images), len(generated_images))
for i in range(num_images):
score, _ = ssim(real_images[i].reshape(28, 28), generated_images[i].reshape(28, 28), full=True, data_range=real_images[i].max() - real_images[i].min())
ssim_scores.append(score)
return np.mean(ssim_scores) if ssim_scores else 0
# evaluate the discriminator, plot generated images, save generator model
def summarize_performance(epoch, g_model, d_model, dataset, labels, latent_dim, n_samples=150):
# prepare real samples
[X_real, labels_real], y_real = generate_real_samples(dataset, labels, n_samples)
# evaluate discriminator on real examples
_, acc_real = d_model.evaluate([X_real, labels_real], y_real, verbose=0)
# prepare fake examples
[x_fake, labels_fake], y_fake = generate_fake_samples(g_model, latent_dim, n_samples)
# evaluate discriminator on fake examples
_, acc_fake = d_model.evaluate([x_fake, labels_fake], y_fake, verbose=0)
# summarize discriminator performance
print('>Accuracy real: %.0f%%, fake: %.0f%%' % (acc_real*100, acc_fake*100))
# save plot
save_plot(x_fake, epoch)
# save the generator model tile file
filename = 'hypertuned_CGAN_%03d.h5' % (epoch+1)
g_model.save(filename)
# train the generator and discriminator
def train(g_model, d_model, gan_model, dataset, labels, latent_dim, n_epochs=101, n_batch=128):
bat_per_epo = int(dataset.shape[0] / n_batch)
half_batch = int(n_batch / 2)
# to store losses
d_loss1_list, d_loss2_list, g_loss_list = [], [], []
ssim_list = []
# manually enumerate epochs
for i in range(n_epochs):
# enumerate batches over the training set
for j in range(bat_per_epo):
# get randomly selected 'real' samples
[X_real, labels_real], y_real = generate_real_samples(dataset, labels, half_batch)
# update discriminator model weights
d_loss1, _ = d_model.train_on_batch([X_real, labels_real], y_real)
# generate 'fake' examples
[X_fake, labels_fake], y_fake = generate_fake_samples(g_model, latent_dim, half_batch)
# update discriminator model weights
d_loss2, _ = d_model.train_on_batch([X_fake, labels_fake], y_fake)
# prepare points in latent space as input for the generator
[X_gan, labels_gan] = generate_latent_points(latent_dim, n_batch)
# create inverted labels for the fake samples
y_gan = ones((n_batch, 1))
# update the generator via the discriminator's error
g_loss = gan_model.train_on_batch([X_gan, labels_gan], y_gan)
# record losses
d_loss1_list.append(d_loss1)
d_loss2_list.append(d_loss2)
g_loss_list.append(g_loss)
# summarize loss on this batch
print('>%d, %d/%d, d1=%.3f, d2=%.3f g=%.3f' %
(i+1, j+1, bat_per_epo, d_loss1, d_loss2, g_loss))
# Calculate SSIM for generated images
X_fake = (X_fake + 1) / 2.0 # Rescale to [0,1]
ssim_scores = calculate_ssim(dataset, X_fake)
ssim_list.append(ssim_scores)
# evaluate the model performance, sometimes
if (i+1) % 10 == 0:
summarize_performance(i, g_model, d_model, dataset, labels, latent_dim)
# plot loss
plt.figure(figsize=(10, 5))
plt.plot(d_loss1_list, label='d_loss_real')
plt.plot(d_loss2_list, label='d_loss_fake')
plt.plot(g_loss_list, label='g_loss')
plt.xlabel('Batch')
plt.ylabel('Loss')
plt.legend()
plt.title('Discriminator and Generator Loss')
plt.savefig('hypertuned_CGAN_loss_plot.png')
plt.close()
# plot SSIM
plt.figure(figsize=(10, 5))
plt.plot(ssim_scores, label='SSIM Score')
plt.xlabel('Epoch')
plt.ylabel('SSIM')
plt.legend()
plt.title('SSIM Score over Epochs')
plt.savefig('hypertuned_CGAN_ssim_plot.png')
plt.close()
# size of the latent space
latent_dim = 100
# create the discriminator
d_model = define_discriminator()
# create the generator
g_model = define_generator(latent_dim)
# create the gan
gan_model = define_gan(g_model, d_model)
# load image data
dataset, labels = load_real_samples()
# train model
train(g_model, d_model, gan_model, dataset, labels, latent_dim)
c:\Users\junyi\anaconda3\envs\gpu_env\lib\site-packages\keras\optimizers\optimizer_v2\adam.py:114: UserWarning: The `lr` argument is deprecated, use `learning_rate` instead. super().__init__(name, **kwargs)
2/2 [==============================] - 1s 4ms/step >1, 1/693, d1=0.674, d2=0.695 g=0.692 2/2 [==============================] - 0s 14ms/step >1, 2/693, d1=0.615, d2=0.697 g=0.689 2/2 [==============================] - 0s 13ms/step >1, 3/693, d1=0.558, d2=0.708 g=0.679 2/2 [==============================] - 0s 12ms/step >1, 4/693, d1=0.498, d2=0.732 g=0.657 2/2 [==============================] - 0s 13ms/step >1, 5/693, d1=0.429, d2=0.773 g=0.621 2/2 [==============================] - 0s 12ms/step >1, 6/693, d1=0.376, d2=0.845 g=0.578 2/2 [==============================] - 0s 12ms/step >1, 7/693, d1=0.336, d2=0.926 g=0.538 2/2 [==============================] - 0s 12ms/step >1, 8/693, d1=0.325, d2=0.989 g=0.521 2/2 [==============================] - 0s 12ms/step >1, 9/693, d1=0.324, d2=0.978 g=0.530 2/2 [==============================] - 0s 12ms/step >1, 10/693, d1=0.346, d2=0.961 g=0.560 2/2 [==============================] - 0s 13ms/step >1, 11/693, d1=0.364, d2=0.889 g=0.610 2/2 [==============================] - 0s 13ms/step >1, 12/693, d1=0.393, d2=0.804 g=0.657 2/2 [==============================] - 0s 13ms/step >1, 13/693, d1=0.412, d2=0.750 g=0.726 2/2 [==============================] - 0s 12ms/step >1, 14/693, d1=0.400, d2=0.671 g=0.818 2/2 [==============================] - 0s 13ms/step >1, 15/693, d1=0.409, d2=0.600 g=0.899 2/2 [==============================] - 0s 14ms/step >1, 16/693, d1=0.378, d2=0.523 g=1.016 2/2 [==============================] - 0s 13ms/step >1, 17/693, d1=0.343, d2=0.451 g=1.168 2/2 [==============================] - 0s 14ms/step >1, 18/693, d1=0.324, d2=0.363 g=1.345 2/2 [==============================] - 0s 13ms/step >1, 19/693, d1=0.283, d2=0.307 g=1.565 2/2 [==============================] - 0s 13ms/step >1, 20/693, d1=0.217, d2=0.238 g=1.830 2/2 [==============================] - 0s 13ms/step >1, 21/693, d1=0.183, d2=0.185 g=2.021 2/2 [==============================] - 0s 13ms/step >1, 22/693, d1=0.153, d2=0.143 g=2.301 2/2 [==============================] - 0s 12ms/step >1, 23/693, d1=0.156, d2=0.126 g=2.507 2/2 [==============================] - 0s 14ms/step >1, 24/693, d1=0.127, d2=0.090 g=2.741 2/2 [==============================] - 0s 12ms/step >1, 25/693, d1=0.106, d2=0.074 g=2.847 2/2 [==============================] - 0s 12ms/step >1, 26/693, d1=0.071, d2=0.063 g=3.053 2/2 [==============================] - 0s 13ms/step >1, 27/693, d1=0.069, d2=0.057 g=3.224 2/2 [==============================] - 0s 12ms/step >1, 28/693, d1=0.068, d2=0.041 g=3.362 2/2 [==============================] - 0s 13ms/step >1, 29/693, d1=0.066, d2=0.045 g=3.471 2/2 [==============================] - 0s 13ms/step >1, 30/693, d1=0.026, d2=0.031 g=3.650 2/2 [==============================] - 0s 14ms/step >1, 31/693, d1=0.039, d2=0.030 g=3.745 2/2 [==============================] - 0s 13ms/step >1, 32/693, d1=0.042, d2=0.027 g=3.811 2/2 [==============================] - 0s 13ms/step >1, 33/693, d1=0.028, d2=0.025 g=3.953 2/2 [==============================] - 0s 14ms/step >1, 34/693, d1=0.017, d2=0.022 g=4.140 2/2 [==============================] - 0s 14ms/step >1, 35/693, d1=0.023, d2=0.019 g=4.217 2/2 [==============================] - 0s 12ms/step >1, 36/693, d1=0.034, d2=0.020 g=4.268 2/2 [==============================] - 0s 52ms/step >1, 37/693, d1=0.033, d2=0.016 g=4.289 2/2 [==============================] - 0s 13ms/step >1, 38/693, d1=0.021, d2=0.016 g=4.363 2/2 [==============================] - 0s 12ms/step >1, 39/693, d1=0.017, d2=0.013 g=4.467 2/2 [==============================] - 0s 13ms/step >1, 40/693, d1=0.017, d2=0.013 g=4.479 2/2 [==============================] - 0s 13ms/step >1, 41/693, d1=0.005, d2=0.011 g=4.654 2/2 [==============================] - 0s 13ms/step >1, 42/693, d1=0.009, d2=0.011 g=4.747 2/2 [==============================] - 0s 15ms/step >1, 43/693, d1=0.007, d2=0.010 g=4.824 2/2 [==============================] - 0s 11ms/step >1, 44/693, d1=0.044, d2=0.015 g=4.717 2/2 [==============================] - 0s 13ms/step >1, 45/693, d1=0.014, d2=0.010 g=4.808 2/2 [==============================] - 0s 14ms/step >1, 46/693, d1=0.010, d2=0.010 g=4.915 2/2 [==============================] - 0s 13ms/step >1, 47/693, d1=0.005, d2=0.007 g=5.066 2/2 [==============================] - 0s 13ms/step >1, 48/693, d1=0.004, d2=0.007 g=5.157 2/2 [==============================] - 0s 14ms/step >1, 49/693, d1=0.003, d2=0.006 g=5.295 2/2 [==============================] - 0s 13ms/step >1, 50/693, d1=0.010, d2=0.006 g=5.263 2/2 [==============================] - 0s 13ms/step >1, 51/693, d1=0.007, d2=0.006 g=5.412 2/2 [==============================] - 0s 14ms/step >1, 52/693, d1=0.012, d2=0.006 g=5.346 2/2 [==============================] - 0s 12ms/step >1, 53/693, d1=0.006, d2=0.005 g=5.388 2/2 [==============================] - 0s 13ms/step >1, 54/693, d1=0.002, d2=0.004 g=5.551 2/2 [==============================] - 0s 13ms/step >1, 55/693, d1=0.008, d2=0.004 g=5.544 2/2 [==============================] - 0s 15ms/step >1, 56/693, d1=0.003, d2=0.004 g=5.651 2/2 [==============================] - 0s 12ms/step >1, 57/693, d1=0.001, d2=0.004 g=5.736 2/2 [==============================] - 0s 13ms/step >1, 58/693, d1=0.023, d2=0.007 g=5.559 2/2 [==============================] - 0s 13ms/step >1, 59/693, d1=0.003, d2=0.005 g=5.745 2/2 [==============================] - 0s 14ms/step >1, 60/693, d1=0.001, d2=0.004 g=5.829 2/2 [==============================] - 0s 12ms/step >1, 61/693, d1=0.004, d2=0.004 g=5.940 2/2 [==============================] - 0s 13ms/step >1, 62/693, d1=0.015, d2=0.004 g=5.637 2/2 [==============================] - 0s 12ms/step >1, 63/693, d1=0.002, d2=0.005 g=5.866 2/2 [==============================] - 0s 14ms/step >1, 64/693, d1=0.008, d2=0.004 g=5.904 2/2 [==============================] - 0s 12ms/step >1, 65/693, d1=0.016, d2=0.007 g=5.600 2/2 [==============================] - 0s 13ms/step >1, 66/693, d1=0.003, d2=0.004 g=5.760 2/2 [==============================] - 0s 13ms/step >1, 67/693, d1=0.003, d2=0.004 g=5.942 2/2 [==============================] - 0s 14ms/step >1, 68/693, d1=0.002, d2=0.003 g=6.048 2/2 [==============================] - 0s 13ms/step >1, 69/693, d1=0.000, d2=0.002 g=6.167 2/2 [==============================] - 0s 13ms/step >1, 70/693, d1=0.002, d2=0.003 g=6.239 2/2 [==============================] - 0s 13ms/step >1, 71/693, d1=0.002, d2=0.003 g=6.249 2/2 [==============================] - 0s 14ms/step >1, 72/693, d1=0.017, d2=0.004 g=5.798 2/2 [==============================] - 0s 12ms/step >1, 73/693, d1=0.005, d2=0.005 g=6.029 2/2 [==============================] - 0s 13ms/step >1, 74/693, d1=0.004, d2=0.003 g=6.077 2/2 [==============================] - 0s 13ms/step >1, 75/693, d1=0.003, d2=0.002 g=6.116 2/2 [==============================] - 0s 13ms/step >1, 76/693, d1=0.003, d2=0.003 g=6.237 2/2 [==============================] - 0s 12ms/step >1, 77/693, d1=0.002, d2=0.002 g=6.298 2/2 [==============================] - 0s 14ms/step >1, 78/693, d1=0.000, d2=0.002 g=6.474 2/2 [==============================] - 0s 13ms/step >1, 79/693, d1=0.001, d2=0.002 g=6.619 2/2 [==============================] - 0s 12ms/step >1, 80/693, d1=0.001, d2=0.002 g=6.557 2/2 [==============================] - 0s 13ms/step >1, 81/693, d1=0.002, d2=0.002 g=6.715 2/2 [==============================] - 0s 13ms/step >1, 82/693, d1=0.011, d2=0.003 g=6.116 2/2 [==============================] - 0s 13ms/step >1, 83/693, d1=0.001, d2=0.003 g=6.465 2/2 [==============================] - 0s 12ms/step >1, 84/693, d1=0.001, d2=0.002 g=6.661 2/2 [==============================] - 0s 12ms/step >1, 85/693, d1=0.002, d2=0.002 g=6.712 2/2 [==============================] - 0s 13ms/step >1, 86/693, d1=0.002, d2=0.002 g=6.679 2/2 [==============================] - 0s 12ms/step >1, 87/693, d1=0.015, d2=0.003 g=6.061 2/2 [==============================] - 0s 13ms/step >1, 88/693, d1=0.000, d2=0.003 g=6.324 2/2 [==============================] - 0s 15ms/step >1, 89/693, d1=0.000, d2=0.002 g=6.641 2/2 [==============================] - 0s 13ms/step >1, 90/693, d1=0.006, d2=0.002 g=6.347 2/2 [==============================] - 0s 14ms/step >1, 91/693, d1=0.001, d2=0.002 g=6.500 2/2 [==============================] - 0s 13ms/step >1, 92/693, d1=0.000, d2=0.002 g=6.680 2/2 [==============================] - 0s 14ms/step >1, 93/693, d1=0.001, d2=0.001 g=6.771 2/2 [==============================] - 0s 13ms/step >1, 94/693, d1=0.032, d2=0.005 g=5.825 2/2 [==============================] - 0s 13ms/step >1, 95/693, d1=0.001, d2=0.002 g=6.284 2/2 [==============================] - 0s 14ms/step >1, 96/693, d1=0.004, d2=0.003 g=6.234 2/2 [==============================] - 0s 13ms/step >1, 97/693, d1=0.000, d2=0.003 g=6.513 2/2 [==============================] - 0s 13ms/step >1, 98/693, d1=0.001, d2=0.002 g=6.654 2/2 [==============================] - 0s 13ms/step >1, 99/693, d1=0.001, d2=0.002 g=6.718 2/2 [==============================] - 0s 12ms/step >1, 100/693, d1=0.001, d2=0.002 g=6.872 2/2 [==============================] - 0s 12ms/step >1, 101/693, d1=0.001, d2=0.001 g=6.994 2/2 [==============================] - 0s 13ms/step >1, 102/693, d1=0.000, d2=0.001 g=7.023 2/2 [==============================] - 0s 14ms/step >1, 103/693, d1=0.006, d2=0.001 g=6.754 2/2 [==============================] - 0s 13ms/step >1, 104/693, d1=0.000, d2=0.002 g=6.832 2/2 [==============================] - 0s 13ms/step >1, 105/693, d1=0.001, d2=0.001 g=6.914 2/2 [==============================] - 0s 12ms/step >1, 106/693, d1=0.001, d2=0.001 g=7.076 2/2 [==============================] - 0s 14ms/step >1, 107/693, d1=0.000, d2=0.001 g=7.043 2/2 [==============================] - 0s 13ms/step >1, 108/693, d1=0.002, d2=0.001 g=7.057 2/2 [==============================] - 0s 13ms/step >1, 109/693, d1=0.000, d2=0.001 g=7.067 2/2 [==============================] - 0s 14ms/step >1, 110/693, d1=0.000, d2=0.001 g=7.201 2/2 [==============================] - 0s 13ms/step >1, 111/693, d1=0.001, d2=0.001 g=7.235 2/2 [==============================] - 0s 13ms/step >1, 112/693, d1=0.002, d2=0.001 g=7.128 2/2 [==============================] - 0s 13ms/step >1, 113/693, d1=0.022, d2=0.004 g=5.905 2/2 [==============================] - 0s 15ms/step >1, 114/693, d1=0.002, d2=0.003 g=6.569 2/2 [==============================] - 0s 14ms/step >1, 115/693, d1=0.000, d2=0.001 g=7.126 2/2 [==============================] - 0s 13ms/step >1, 116/693, d1=0.000, d2=0.001 g=7.119 2/2 [==============================] - 0s 12ms/step >1, 117/693, d1=0.000, d2=0.001 g=7.322 2/2 [==============================] - 0s 14ms/step >1, 118/693, d1=0.003, d2=0.001 g=7.202 2/2 [==============================] - 0s 13ms/step >1, 119/693, d1=0.000, d2=0.001 g=7.308 2/2 [==============================] - 0s 12ms/step >1, 120/693, d1=0.000, d2=0.001 g=7.276 2/2 [==============================] - 0s 12ms/step >1, 121/693, d1=0.000, d2=0.001 g=7.434 2/2 [==============================] - 0s 12ms/step >1, 122/693, d1=0.005, d2=0.001 g=6.978 2/2 [==============================] - 0s 12ms/step >1, 123/693, d1=0.001, d2=0.001 g=7.000 2/2 [==============================] - 0s 12ms/step >1, 124/693, d1=0.000, d2=0.001 g=7.356 2/2 [==============================] - 0s 12ms/step >1, 125/693, d1=0.000, d2=0.001 g=7.284 2/2 [==============================] - 0s 13ms/step >1, 126/693, d1=0.000, d2=0.001 g=7.557 2/2 [==============================] - 0s 13ms/step >1, 127/693, d1=0.000, d2=0.001 g=7.496 2/2 [==============================] - 0s 14ms/step >1, 128/693, d1=0.000, d2=0.001 g=7.545 2/2 [==============================] - 0s 13ms/step >1, 129/693, d1=0.000, d2=0.001 g=7.580 2/2 [==============================] - 0s 12ms/step >1, 130/693, d1=0.000, d2=0.001 g=7.592 2/2 [==============================] - 0s 13ms/step >1, 131/693, d1=0.000, d2=0.001 g=7.706 2/2 [==============================] - 0s 12ms/step >1, 132/693, d1=0.000, d2=0.001 g=7.715 2/2 [==============================] - 0s 14ms/step >1, 133/693, d1=0.000, d2=0.001 g=7.787 2/2 [==============================] - 0s 13ms/step >1, 134/693, d1=0.010, d2=0.001 g=6.803 2/2 [==============================] - 0s 13ms/step >1, 135/693, d1=0.001, d2=0.002 g=6.936 2/2 [==============================] - 0s 12ms/step >1, 136/693, d1=0.000, d2=0.001 g=7.336 2/2 [==============================] - 0s 13ms/step >1, 137/693, d1=0.001, d2=0.001 g=7.446 2/2 [==============================] - 0s 11ms/step >1, 138/693, d1=0.000, d2=0.001 g=7.705 2/2 [==============================] - 0s 13ms/step >1, 139/693, d1=0.000, d2=0.000 g=7.769 2/2 [==============================] - 0s 12ms/step >1, 140/693, d1=0.000, d2=0.001 g=7.816 2/2 [==============================] - 0s 13ms/step >1, 141/693, d1=0.000, d2=0.001 g=7.741 2/2 [==============================] - 0s 12ms/step >1, 142/693, d1=0.000, d2=0.000 g=7.937 2/2 [==============================] - 0s 14ms/step >1, 143/693, d1=0.000, d2=0.000 g=8.043 2/2 [==============================] - 0s 13ms/step >1, 144/693, d1=0.000, d2=0.000 g=8.109 2/2 [==============================] - 0s 12ms/step >1, 145/693, d1=0.001, d2=0.001 g=8.039 2/2 [==============================] - 0s 14ms/step >1, 146/693, d1=0.000, d2=0.000 g=8.084 2/2 [==============================] - 0s 14ms/step >1, 147/693, d1=0.001, d2=0.000 g=7.984 2/2 [==============================] - 0s 12ms/step >1, 148/693, d1=0.011, d2=0.002 g=6.660 2/2 [==============================] - 0s 14ms/step >1, 149/693, d1=0.000, d2=0.002 g=7.221 2/2 [==============================] - 0s 13ms/step >1, 150/693, d1=0.001, d2=0.001 g=7.439 2/2 [==============================] - 0s 14ms/step >1, 151/693, d1=0.000, d2=0.001 g=7.554 2/2 [==============================] - 0s 14ms/step >1, 152/693, d1=0.000, d2=0.001 g=7.745 2/2 [==============================] - 0s 13ms/step >1, 153/693, d1=0.029, d2=0.011 g=6.946 2/2 [==============================] - 0s 14ms/step >1, 154/693, d1=0.000, d2=0.001 g=7.704 2/2 [==============================] - 0s 13ms/step >1, 155/693, d1=0.000, d2=0.001 g=7.771 2/2 [==============================] - 0s 13ms/step >1, 156/693, d1=0.000, d2=0.000 g=7.903 2/2 [==============================] - 0s 11ms/step >1, 157/693, d1=0.010, d2=0.001 g=6.978 2/2 [==============================] - 0s 13ms/step >1, 158/693, d1=0.000, d2=0.001 g=6.848 2/2 [==============================] - 0s 14ms/step >1, 159/693, d1=0.000, d2=0.001 g=7.008 2/2 [==============================] - 0s 12ms/step >1, 160/693, d1=0.000, d2=0.001 g=7.313 2/2 [==============================] - 0s 13ms/step >1, 161/693, d1=0.000, d2=0.001 g=7.345 2/2 [==============================] - 0s 13ms/step >1, 162/693, d1=0.001, d2=0.001 g=7.519 2/2 [==============================] - 0s 12ms/step >1, 163/693, d1=0.000, d2=0.001 g=7.572 2/2 [==============================] - 0s 12ms/step >1, 164/693, d1=0.000, d2=0.001 g=7.633 2/2 [==============================] - 0s 13ms/step >1, 165/693, d1=0.000, d2=0.001 g=7.787 2/2 [==============================] - 0s 13ms/step >1, 166/693, d1=0.030, d2=0.002 g=5.470 2/2 [==============================] - 0s 12ms/step >1, 167/693, d1=0.000, d2=0.008 g=6.530 2/2 [==============================] - 0s 12ms/step >1, 168/693, d1=0.000, d2=0.001 g=7.535 2/2 [==============================] - 0s 14ms/step >1, 169/693, d1=0.000, d2=0.001 g=7.710 2/2 [==============================] - 0s 12ms/step >1, 170/693, d1=0.001, d2=0.000 g=7.840 2/2 [==============================] - 0s 13ms/step >1, 171/693, d1=0.000, d2=0.000 g=7.925 2/2 [==============================] - 0s 12ms/step >1, 172/693, d1=0.000, d2=0.000 g=7.911 2/2 [==============================] - 0s 12ms/step >1, 173/693, d1=0.001, d2=0.000 g=7.926 2/2 [==============================] - 0s 13ms/step >1, 174/693, d1=0.000, d2=0.000 g=7.993 2/2 [==============================] - 0s 13ms/step >1, 175/693, d1=0.000, d2=0.000 g=8.113 2/2 [==============================] - 0s 14ms/step >1, 176/693, d1=0.000, d2=0.000 g=8.139 2/2 [==============================] - 0s 13ms/step >1, 177/693, d1=0.001, d2=0.000 g=8.087 2/2 [==============================] - 0s 12ms/step >1, 178/693, d1=0.000, d2=0.000 g=8.167 2/2 [==============================] - 0s 13ms/step >1, 179/693, d1=0.000, d2=0.000 g=8.180 2/2 [==============================] - 0s 13ms/step >1, 180/693, d1=0.000, d2=0.000 g=8.180 2/2 [==============================] - 0s 14ms/step >1, 181/693, d1=0.001, d2=0.000 g=8.144 2/2 [==============================] - 0s 15ms/step >1, 182/693, d1=0.000, d2=0.000 g=8.140 2/2 [==============================] - 0s 12ms/step >1, 183/693, d1=0.000, d2=0.000 g=8.177 2/2 [==============================] - 0s 12ms/step >1, 184/693, d1=0.000, d2=0.000 g=8.118 2/2 [==============================] - 0s 11ms/step >1, 185/693, d1=0.000, d2=0.000 g=8.232 2/2 [==============================] - 0s 13ms/step >1, 186/693, d1=0.002, d2=0.000 g=8.050 2/2 [==============================] - 0s 12ms/step >1, 187/693, d1=0.000, d2=0.000 g=8.008 2/2 [==============================] - 0s 10ms/step >1, 188/693, d1=0.000, d2=0.000 g=8.100 2/2 [==============================] - 0s 13ms/step >1, 189/693, d1=0.000, d2=0.000 g=8.136 2/2 [==============================] - 0s 13ms/step >1, 190/693, d1=0.000, d2=0.000 g=8.229 2/2 [==============================] - 0s 14ms/step >1, 191/693, d1=0.002, d2=0.000 g=8.018 2/2 [==============================] - 0s 12ms/step >1, 192/693, d1=0.000, d2=0.000 g=7.872 2/2 [==============================] - 0s 13ms/step >1, 193/693, d1=0.000, d2=0.000 g=8.046 2/2 [==============================] - 0s 13ms/step >1, 194/693, d1=0.000, d2=0.000 g=8.204 2/2 [==============================] - 0s 13ms/step >1, 195/693, d1=0.019, d2=0.002 g=5.833 2/2 [==============================] - 0s 12ms/step >1, 196/693, d1=0.000, d2=0.005 g=6.903 2/2 [==============================] - 0s 13ms/step >1, 197/693, d1=0.000, d2=0.001 g=7.644 2/2 [==============================] - 0s 11ms/step >1, 198/693, d1=0.001, d2=0.001 g=7.701 2/2 [==============================] - 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0s 11ms/step >1, 210/693, d1=0.000, d2=0.000 g=8.135 2/2 [==============================] - 0s 14ms/step >1, 211/693, d1=0.000, d2=0.000 g=8.273 2/2 [==============================] - 0s 13ms/step >1, 212/693, d1=0.000, d2=0.000 g=8.445 2/2 [==============================] - 0s 12ms/step >1, 213/693, d1=0.000, d2=0.000 g=8.558 2/2 [==============================] - 0s 11ms/step >1, 214/693, d1=0.000, d2=0.000 g=8.439 2/2 [==============================] - 0s 13ms/step >1, 215/693, d1=0.000, d2=0.000 g=8.430 2/2 [==============================] - 0s 12ms/step >1, 216/693, d1=0.000, d2=0.000 g=8.528 2/2 [==============================] - 0s 12ms/step >1, 217/693, d1=0.002, d2=0.000 g=8.333 2/2 [==============================] - 0s 15ms/step >1, 218/693, d1=0.007, d2=0.001 g=7.318 2/2 [==============================] - 0s 14ms/step >1, 219/693, d1=0.000, d2=0.001 g=7.267 2/2 [==============================] - 0s 12ms/step >1, 220/693, d1=0.000, d2=0.001 g=7.668 2/2 [==============================] - 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0s 13ms/step >1, 232/693, d1=0.000, d2=0.000 g=8.347 2/2 [==============================] - 0s 13ms/step >1, 233/693, d1=0.000, d2=0.000 g=8.542 2/2 [==============================] - 0s 12ms/step >1, 234/693, d1=0.000, d2=0.000 g=8.563 2/2 [==============================] - 0s 13ms/step >1, 235/693, d1=0.000, d2=0.000 g=8.634 2/2 [==============================] - 0s 13ms/step >1, 236/693, d1=0.000, d2=0.000 g=8.734 2/2 [==============================] - 0s 13ms/step >1, 237/693, d1=0.000, d2=0.000 g=8.670 2/2 [==============================] - 0s 13ms/step >1, 238/693, d1=0.000, d2=0.000 g=8.859 2/2 [==============================] - 0s 12ms/step >1, 239/693, d1=0.001, d2=0.000 g=8.477 2/2 [==============================] - 0s 13ms/step >1, 240/693, d1=0.000, d2=0.000 g=8.374 2/2 [==============================] - 0s 13ms/step >1, 241/693, d1=0.000, d2=0.000 g=8.524 2/2 [==============================] - 0s 14ms/step >1, 242/693, d1=0.000, d2=0.000 g=8.511 2/2 [==============================] - 0s 13ms/step >1, 243/693, d1=0.000, d2=0.000 g=8.675 2/2 [==============================] - 0s 13ms/step >1, 244/693, d1=0.000, d2=0.000 g=8.680 2/2 [==============================] - 0s 13ms/step >1, 245/693, d1=0.000, d2=0.000 g=8.737 2/2 [==============================] - 0s 11ms/step >1, 246/693, d1=0.000, d2=0.000 g=8.777 2/2 [==============================] - 0s 13ms/step >1, 247/693, d1=0.000, d2=0.000 g=8.809 2/2 [==============================] - 0s 13ms/step >1, 248/693, d1=0.000, d2=0.000 g=8.922 2/2 [==============================] - 0s 13ms/step >1, 249/693, d1=0.000, d2=0.000 g=8.865 2/2 [==============================] - 0s 13ms/step >1, 250/693, d1=0.000, d2=0.000 g=8.918 2/2 [==============================] - 0s 12ms/step >1, 251/693, d1=0.000, d2=0.000 g=8.905 2/2 [==============================] - 0s 11ms/step >1, 252/693, d1=0.000, d2=0.000 g=8.865 2/2 [==============================] - 0s 13ms/step >1, 253/693, d1=0.000, d2=0.000 g=8.859 2/2 [==============================] - 0s 12ms/step >1, 254/693, d1=0.000, d2=0.000 g=8.958 2/2 [==============================] - 0s 14ms/step >1, 255/693, d1=0.000, d2=0.000 g=9.012 2/2 [==============================] - 0s 14ms/step >1, 256/693, d1=0.004, d2=0.000 g=7.781 2/2 [==============================] - 0s 13ms/step >1, 257/693, d1=0.000, d2=0.001 g=7.807 2/2 [==============================] - 0s 12ms/step >1, 258/693, d1=0.001, d2=0.001 g=8.163 2/2 [==============================] - 0s 12ms/step >1, 259/693, d1=0.000, d2=0.000 g=8.520 2/2 [==============================] - 0s 13ms/step >1, 260/693, d1=0.000, d2=0.000 g=8.710 2/2 [==============================] - 0s 13ms/step >1, 261/693, d1=0.000, d2=0.000 g=8.727 2/2 [==============================] - 0s 13ms/step >1, 262/693, d1=0.000, d2=0.000 g=8.816 2/2 [==============================] - 0s 12ms/step >1, 263/693, d1=0.000, d2=0.000 g=8.860 2/2 [==============================] - 0s 14ms/step >1, 264/693, d1=0.003, d2=0.000 g=7.730 2/2 [==============================] - 0s 12ms/step >1, 265/693, d1=0.000, d2=0.001 g=8.146 2/2 [==============================] - 0s 13ms/step >1, 266/693, d1=0.000, d2=0.000 g=8.620 2/2 [==============================] - 0s 14ms/step >1, 267/693, d1=0.000, d2=0.000 g=8.736 2/2 [==============================] - 0s 14ms/step >1, 268/693, d1=0.000, d2=0.000 g=8.817 2/2 [==============================] - 0s 12ms/step >1, 269/693, d1=0.000, d2=0.000 g=8.827 2/2 [==============================] - 0s 12ms/step >1, 270/693, d1=0.000, d2=0.000 g=9.003 2/2 [==============================] - 0s 13ms/step >1, 271/693, d1=0.000, d2=0.000 g=9.075 2/2 [==============================] - 0s 11ms/step >1, 272/693, d1=0.000, d2=0.000 g=9.002 2/2 [==============================] - 0s 13ms/step >1, 273/693, d1=0.000, d2=0.000 g=9.047 2/2 [==============================] - 0s 12ms/step >1, 274/693, d1=0.000, d2=0.000 g=9.149 2/2 [==============================] - 0s 13ms/step >1, 275/693, d1=0.000, d2=0.000 g=9.278 2/2 [==============================] - 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0s 13ms/step >1, 419/693, d1=0.000, d2=0.000 g=10.008 2/2 [==============================] - 0s 11ms/step >1, 420/693, d1=0.000, d2=0.000 g=10.175 2/2 [==============================] - 0s 13ms/step >1, 421/693, d1=0.000, d2=0.000 g=9.978 2/2 [==============================] - 0s 14ms/step >1, 422/693, d1=0.000, d2=0.000 g=10.160 2/2 [==============================] - 0s 14ms/step >1, 423/693, d1=0.000, d2=0.000 g=10.115 2/2 [==============================] - 0s 12ms/step >1, 424/693, d1=0.000, d2=0.000 g=10.205 2/2 [==============================] - 0s 12ms/step >1, 425/693, d1=0.000, d2=0.000 g=10.129 2/2 [==============================] - 0s 12ms/step >1, 426/693, d1=0.000, d2=0.000 g=10.200 2/2 [==============================] - 0s 12ms/step >1, 427/693, d1=0.000, d2=0.000 g=10.079 2/2 [==============================] - 0s 14ms/step >1, 428/693, d1=0.000, d2=0.000 g=10.178 2/2 [==============================] - 0s 13ms/step >1, 429/693, d1=0.000, d2=0.000 g=10.373 2/2 [==============================] - 0s 12ms/step >1, 430/693, d1=0.000, d2=0.000 g=10.241 2/2 [==============================] - 0s 13ms/step >1, 431/693, d1=0.000, d2=0.000 g=10.240 2/2 [==============================] - 0s 14ms/step >1, 432/693, d1=0.000, d2=0.000 g=10.158 2/2 [==============================] - 0s 13ms/step >1, 433/693, d1=0.000, d2=0.000 g=10.264 2/2 [==============================] - 0s 12ms/step >1, 434/693, d1=0.000, d2=0.000 g=10.251 2/2 [==============================] - 0s 12ms/step >1, 435/693, d1=0.000, d2=0.000 g=10.399 2/2 [==============================] - 0s 13ms/step >1, 436/693, d1=0.000, d2=0.000 g=10.138 2/2 [==============================] - 0s 12ms/step >1, 437/693, d1=0.000, d2=0.000 g=10.312 2/2 [==============================] - 0s 13ms/step >1, 438/693, d1=0.000, d2=0.000 g=10.279 2/2 [==============================] - 0s 14ms/step >1, 439/693, d1=0.000, d2=0.000 g=10.356 2/2 [==============================] - 0s 14ms/step >1, 440/693, d1=0.000, d2=0.000 g=10.316 2/2 [==============================] - 0s 13ms/step >1, 441/693, d1=0.000, d2=0.000 g=10.326 2/2 [==============================] - 0s 11ms/step >1, 442/693, d1=0.000, d2=0.000 g=10.281 2/2 [==============================] - 0s 12ms/step >1, 443/693, d1=0.000, d2=0.000 g=10.402 2/2 [==============================] - 0s 13ms/step >1, 444/693, d1=0.000, d2=0.000 g=10.504 2/2 [==============================] - 0s 12ms/step >1, 445/693, d1=0.000, d2=0.000 g=10.474 2/2 [==============================] - 0s 12ms/step >1, 446/693, d1=0.000, d2=0.000 g=10.634 2/2 [==============================] - 0s 13ms/step >1, 447/693, d1=0.000, d2=0.000 g=10.460 2/2 [==============================] - 0s 12ms/step >1, 448/693, d1=0.000, d2=0.000 g=10.560 2/2 [==============================] - 0s 13ms/step >1, 449/693, d1=0.000, d2=0.000 g=10.550 2/2 [==============================] - 0s 14ms/step >1, 450/693, d1=0.000, d2=0.000 g=10.511 2/2 [==============================] - 0s 13ms/step >1, 451/693, d1=0.000, d2=0.000 g=10.293 2/2 [==============================] - 0s 13ms/step >1, 452/693, d1=0.000, d2=0.000 g=10.412 2/2 [==============================] - 0s 13ms/step >1, 453/693, d1=0.000, d2=0.000 g=10.468 2/2 [==============================] - 0s 13ms/step >1, 454/693, d1=0.000, d2=0.000 g=10.548 2/2 [==============================] - 0s 13ms/step >1, 455/693, d1=0.000, d2=0.000 g=10.518 2/2 [==============================] - 0s 14ms/step >1, 456/693, d1=0.000, d2=0.000 g=10.652 2/2 [==============================] - 0s 12ms/step >1, 457/693, d1=0.000, d2=0.000 g=10.395 2/2 [==============================] - 0s 13ms/step >1, 458/693, d1=0.000, d2=0.000 g=10.643 2/2 [==============================] - 0s 14ms/step >1, 459/693, d1=0.000, d2=0.000 g=10.639 2/2 [==============================] - 0s 12ms/step >1, 460/693, d1=0.000, d2=0.000 g=10.536 2/2 [==============================] - 0s 13ms/step >1, 461/693, d1=0.000, d2=0.000 g=10.690 2/2 [==============================] - 0s 12ms/step >1, 462/693, d1=0.000, d2=0.000 g=10.637 2/2 [==============================] - 0s 13ms/step >1, 463/693, d1=0.000, d2=0.000 g=10.574 2/2 [==============================] - 0s 12ms/step >1, 464/693, d1=0.000, d2=0.000 g=10.755 2/2 [==============================] - 0s 12ms/step >1, 465/693, d1=0.000, d2=0.000 g=10.728 2/2 [==============================] - 0s 13ms/step >1, 466/693, d1=0.000, d2=0.000 g=10.644 2/2 [==============================] - 0s 12ms/step >1, 467/693, d1=0.000, d2=0.000 g=10.717 2/2 [==============================] - 0s 13ms/step >1, 468/693, d1=0.000, d2=0.000 g=10.735 2/2 [==============================] - 0s 13ms/step >1, 469/693, d1=0.000, d2=0.000 g=10.642 2/2 [==============================] - 0s 14ms/step >1, 470/693, d1=0.000, d2=0.000 g=10.768 2/2 [==============================] - 0s 13ms/step >1, 471/693, d1=0.000, d2=0.000 g=10.808 2/2 [==============================] - 0s 12ms/step >1, 472/693, d1=0.000, d2=0.000 g=10.588 2/2 [==============================] - 0s 13ms/step >1, 473/693, d1=0.000, d2=0.000 g=10.744 2/2 [==============================] - 0s 13ms/step >1, 474/693, d1=0.000, d2=0.000 g=10.793 2/2 [==============================] - 0s 13ms/step >1, 475/693, d1=0.000, d2=0.000 g=11.001 2/2 [==============================] - 0s 13ms/step >1, 476/693, d1=0.000, d2=0.000 g=10.625 2/2 [==============================] - 0s 13ms/step >1, 477/693, d1=0.000, d2=0.000 g=10.830 2/2 [==============================] - 0s 13ms/step >1, 478/693, d1=0.024, d2=4.872 g=20.778 2/2 [==============================] - 0s 13ms/step >1, 479/693, d1=0.982, d2=0.000 g=19.935 2/2 [==============================] - 0s 13ms/step >1, 480/693, d1=1.404, d2=0.000 g=12.284 2/2 [==============================] - 0s 12ms/step >1, 481/693, d1=0.310, d2=0.000 g=9.478 2/2 [==============================] - 0s 12ms/step >1, 482/693, d1=0.206, d2=0.000 g=7.537 2/2 [==============================] - 0s 13ms/step >1, 483/693, d1=0.056, d2=0.001 g=6.764 2/2 [==============================] - 0s 12ms/step >1, 484/693, d1=0.072, d2=0.002 g=6.088 2/2 [==============================] - 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0s 14ms/step >1, 529/693, d1=0.003, d2=0.002 g=6.204 2/2 [==============================] - 0s 13ms/step >1, 530/693, d1=0.043, d2=0.003 g=5.818 2/2 [==============================] - 0s 13ms/step >1, 531/693, d1=0.000, d2=0.004 g=5.909 2/2 [==============================] - 0s 13ms/step >1, 532/693, d1=0.001, d2=0.003 g=6.050 2/2 [==============================] - 0s 14ms/step >1, 533/693, d1=0.000, d2=0.003 g=6.143 2/2 [==============================] - 0s 13ms/step >1, 534/693, d1=0.000, d2=0.002 g=6.274 2/2 [==============================] - 0s 12ms/step >1, 535/693, d1=0.001, d2=0.002 g=6.479 2/2 [==============================] - 0s 13ms/step >1, 536/693, d1=0.017, d2=0.002 g=6.379 2/2 [==============================] - 0s 13ms/step >1, 537/693, d1=0.003, d2=0.002 g=6.460 2/2 [==============================] - 0s 12ms/step >1, 538/693, d1=0.002, d2=0.002 g=6.425 2/2 [==============================] - 0s 13ms/step >1, 539/693, d1=0.012, d2=0.002 g=6.331 2/2 [==============================] - 0s 12ms/step >1, 540/693, d1=0.000, d2=0.002 g=6.470 2/2 [==============================] - 0s 13ms/step >1, 541/693, d1=0.000, d2=0.002 g=6.549 2/2 [==============================] - 0s 12ms/step >1, 542/693, d1=0.001, d2=0.002 g=6.646 2/2 [==============================] - 0s 12ms/step >1, 543/693, d1=0.000, d2=0.001 g=6.746 2/2 [==============================] - 0s 14ms/step >1, 544/693, d1=0.007, d2=0.001 g=6.700 2/2 [==============================] - 0s 12ms/step >1, 545/693, d1=0.003, d2=0.001 g=6.664 2/2 [==============================] - 0s 11ms/step >1, 546/693, d1=0.000, d2=0.001 g=6.750 2/2 [==============================] - 0s 12ms/step >1, 547/693, d1=0.045, d2=0.002 g=6.390 2/2 [==============================] - 0s 13ms/step >1, 548/693, d1=0.000, d2=0.002 g=6.475 2/2 [==============================] - 0s 13ms/step >1, 549/693, d1=0.008, d2=0.002 g=6.365 2/2 [==============================] - 0s 12ms/step >1, 550/693, d1=0.007, d2=0.003 g=6.281 2/2 [==============================] - 0s 13ms/step >1, 551/693, d1=0.023, d2=0.003 g=5.774 2/2 [==============================] - 0s 14ms/step >1, 552/693, d1=0.001, d2=0.004 g=5.834 2/2 [==============================] - 0s 13ms/step >1, 553/693, d1=0.003, d2=0.003 g=6.016 2/2 [==============================] - 0s 13ms/step >1, 554/693, d1=0.001, d2=0.003 g=6.151 2/2 [==============================] - 0s 12ms/step >1, 555/693, d1=0.000, d2=0.002 g=6.363 2/2 [==============================] - 0s 13ms/step >1, 556/693, d1=0.001, d2=0.002 g=6.438 2/2 [==============================] - 0s 12ms/step >1, 557/693, d1=0.002, d2=0.002 g=6.495 2/2 [==============================] - 0s 12ms/step >1, 558/693, d1=0.034, d2=0.002 g=6.000 2/2 [==============================] - 0s 14ms/step >1, 559/693, d1=0.000, d2=0.003 g=6.077 2/2 [==============================] - 0s 13ms/step >1, 560/693, d1=0.001, d2=0.002 g=6.157 2/2 [==============================] - 0s 13ms/step >1, 561/693, d1=0.001, d2=0.002 g=6.388 2/2 [==============================] - 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0s 12ms/step >1, 584/693, d1=0.001, d2=0.001 g=6.900 2/2 [==============================] - 0s 12ms/step >1, 585/693, d1=0.001, d2=0.001 g=6.967 2/2 [==============================] - 0s 14ms/step >1, 586/693, d1=0.010, d2=0.001 g=6.722 2/2 [==============================] - 0s 13ms/step >1, 587/693, d1=0.000, d2=0.001 g=6.823 2/2 [==============================] - 0s 13ms/step >1, 588/693, d1=0.010, d2=0.001 g=6.477 2/2 [==============================] - 0s 12ms/step >1, 589/693, d1=0.001, d2=0.002 g=6.517 2/2 [==============================] - 0s 15ms/step >1, 590/693, d1=0.001, d2=0.002 g=6.566 2/2 [==============================] - 0s 14ms/step >1, 591/693, d1=0.000, d2=0.001 g=6.806 2/2 [==============================] - 0s 13ms/step >1, 592/693, d1=0.000, d2=0.001 g=6.943 2/2 [==============================] - 0s 13ms/step >1, 593/693, d1=0.003, d2=0.001 g=6.912 2/2 [==============================] - 0s 13ms/step >1, 594/693, d1=0.002, d2=0.001 g=6.964 2/2 [==============================] - 0s 13ms/step >1, 595/693, d1=0.000, d2=0.001 g=7.000 2/2 [==============================] - 0s 12ms/step >1, 596/693, d1=0.000, d2=0.001 g=6.992 2/2 [==============================] - 0s 14ms/step >1, 597/693, d1=0.000, d2=0.001 g=7.240 2/2 [==============================] - 0s 14ms/step >1, 598/693, d1=0.000, d2=0.001 g=7.200 2/2 [==============================] - 0s 12ms/step >1, 599/693, d1=0.000, d2=0.001 g=7.225 2/2 [==============================] - 0s 12ms/step >1, 600/693, d1=0.000, d2=0.001 g=7.207 2/2 [==============================] - 0s 12ms/step >1, 601/693, d1=0.000, d2=0.001 g=7.309 2/2 [==============================] - 0s 11ms/step >1, 602/693, d1=0.000, d2=0.001 g=7.405 2/2 [==============================] - 0s 13ms/step >1, 603/693, d1=0.000, d2=0.001 g=7.392 2/2 [==============================] - 0s 14ms/step >1, 604/693, d1=0.006, d2=0.001 g=7.307 2/2 [==============================] - 0s 13ms/step >1, 605/693, d1=0.000, d2=0.001 g=7.503 2/2 [==============================] - 0s 12ms/step >1, 606/693, d1=0.000, d2=0.001 g=7.433 2/2 [==============================] - 0s 13ms/step >1, 607/693, d1=0.003, d2=0.001 g=7.285 2/2 [==============================] - 0s 14ms/step >1, 608/693, d1=0.000, d2=0.001 g=7.278 2/2 [==============================] - 0s 13ms/step >1, 609/693, d1=0.000, d2=0.001 g=7.450 2/2 [==============================] - 0s 13ms/step >1, 610/693, d1=0.011, d2=0.001 g=6.971 2/2 [==============================] - 0s 12ms/step >1, 611/693, d1=0.000, d2=0.001 g=6.917 2/2 [==============================] - 0s 12ms/step >1, 612/693, d1=0.000, d2=0.001 g=7.190 2/2 [==============================] - 0s 15ms/step >1, 613/693, d1=0.001, d2=0.001 g=7.125 2/2 [==============================] - 0s 13ms/step >1, 614/693, d1=0.004, d2=0.001 g=7.088 2/2 [==============================] - 0s 12ms/step >1, 615/693, d1=0.000, d2=0.001 g=7.132 2/2 [==============================] - 0s 12ms/step >1, 616/693, d1=0.000, d2=0.001 g=7.177 2/2 [==============================] - 0s 14ms/step >1, 617/693, d1=0.001, d2=0.001 g=7.221 2/2 [==============================] - 0s 13ms/step >1, 618/693, d1=0.000, d2=0.001 g=7.287 2/2 [==============================] - 0s 12ms/step >1, 619/693, d1=0.001, d2=0.001 g=7.378 2/2 [==============================] - 0s 13ms/step >1, 620/693, d1=0.000, d2=0.001 g=7.423 2/2 [==============================] - 0s 12ms/step >1, 621/693, d1=0.002, d2=0.001 g=7.366 2/2 [==============================] - 0s 12ms/step >1, 622/693, d1=0.000, d2=0.001 g=7.382 2/2 [==============================] - 0s 14ms/step >1, 623/693, d1=0.000, d2=0.001 g=7.388 2/2 [==============================] - 0s 13ms/step >1, 624/693, d1=0.000, d2=0.001 g=7.512 2/2 [==============================] - 0s 13ms/step >1, 625/693, d1=0.000, d2=0.001 g=7.491 2/2 [==============================] - 0s 11ms/step >1, 626/693, d1=0.003, d2=0.001 g=7.511 2/2 [==============================] - 0s 12ms/step >1, 627/693, d1=0.000, d2=0.001 g=7.493 2/2 [==============================] - 0s 14ms/step >1, 628/693, d1=0.000, d2=0.001 g=7.419 2/2 [==============================] - 0s 12ms/step >1, 629/693, d1=0.000, d2=0.001 g=7.539 2/2 [==============================] - 0s 14ms/step >1, 630/693, d1=0.001, d2=0.001 g=7.618 2/2 [==============================] - 0s 14ms/step >1, 631/693, d1=0.000, d2=0.001 g=7.515 2/2 [==============================] - 0s 14ms/step >1, 632/693, d1=0.001, d2=0.001 g=7.800 2/2 [==============================] - 0s 13ms/step >1, 633/693, d1=0.000, d2=0.001 g=7.614 2/2 [==============================] - 0s 12ms/step >1, 634/693, d1=0.000, d2=0.001 g=7.775 2/2 [==============================] - 0s 13ms/step >1, 635/693, d1=0.002, d2=0.001 g=7.745 2/2 [==============================] - 0s 13ms/step >1, 636/693, d1=0.000, d2=0.001 g=7.682 2/2 [==============================] - 0s 13ms/step >1, 637/693, d1=0.024, d2=0.001 g=6.930 2/2 [==============================] - 0s 13ms/step >1, 638/693, d1=0.000, d2=0.001 g=6.919 2/2 [==============================] - 0s 12ms/step >1, 639/693, d1=0.006, d2=0.002 g=6.688 2/2 [==============================] - 0s 13ms/step >1, 640/693, d1=0.000, d2=0.001 g=6.808 2/2 [==============================] - 0s 13ms/step >1, 641/693, d1=0.000, d2=0.001 g=6.951 2/2 [==============================] - 0s 13ms/step >1, 642/693, d1=0.000, d2=0.001 g=7.147 2/2 [==============================] - 0s 12ms/step >1, 643/693, d1=0.000, d2=0.001 g=7.169 2/2 [==============================] - 0s 12ms/step >1, 644/693, d1=0.003, d2=0.001 g=7.298 2/2 [==============================] - 0s 13ms/step >1, 645/693, d1=0.000, d2=0.001 g=7.276 2/2 [==============================] - 0s 13ms/step >1, 646/693, d1=0.037, d2=0.002 g=6.189 2/2 [==============================] - 0s 13ms/step >1, 647/693, d1=0.002, d2=0.003 g=6.024 2/2 [==============================] - 0s 13ms/step >1, 648/693, d1=0.003, d2=0.003 g=6.076 2/2 [==============================] - 0s 13ms/step >1, 649/693, d1=0.001, d2=0.009 g=5.521 2/2 [==============================] - 0s 13ms/step >1, 650/693, d1=0.000, d2=0.137 g=5.426 2/2 [==============================] - 0s 14ms/step >1, 651/693, d1=0.006, d2=0.140 g=6.577 2/2 [==============================] - 0s 13ms/step >1, 652/693, d1=0.000, d2=20.598 g=0.053 2/2 [==============================] - 0s 11ms/step >1, 653/693, d1=0.001, d2=2.275 g=2.538 2/2 [==============================] - 0s 12ms/step >1, 654/693, d1=0.201, d2=12.477 g=10.092 2/2 [==============================] - 0s 14ms/step >1, 655/693, d1=0.205, d2=0.001 g=9.489 2/2 [==============================] - 0s 12ms/step >1, 656/693, d1=0.414, d2=0.077 g=3.931 2/2 [==============================] - 0s 14ms/step >1, 657/693, d1=0.342, d2=0.057 g=3.529 2/2 [==============================] - 0s 13ms/step >1, 658/693, d1=0.240, d2=0.141 g=3.803 2/2 [==============================] - 0s 13ms/step >1, 659/693, d1=0.272, d2=0.261 g=4.369 2/2 [==============================] - 0s 13ms/step >1, 660/693, d1=0.141, d2=0.406 g=4.508 2/2 [==============================] - 0s 13ms/step >1, 661/693, d1=0.146, d2=0.339 g=5.469 2/2 [==============================] - 0s 13ms/step >1, 662/693, d1=0.252, d2=0.056 g=5.217 2/2 [==============================] - 0s 12ms/step >1, 663/693, d1=0.155, d2=0.082 g=5.049 2/2 [==============================] - 0s 13ms/step >1, 664/693, d1=0.231, d2=0.121 g=4.532 2/2 [==============================] - 0s 13ms/step >1, 665/693, d1=0.145, d2=0.263 g=4.311 2/2 [==============================] - 0s 11ms/step >1, 666/693, d1=0.086, d2=0.384 g=4.118 2/2 [==============================] - 0s 12ms/step >1, 667/693, d1=0.342, d2=0.136 g=4.471 2/2 [==============================] - 0s 13ms/step >1, 668/693, d1=0.290, d2=0.069 g=3.879 2/2 [==============================] - 0s 12ms/step >1, 669/693, d1=0.144, d2=0.126 g=4.420 2/2 [==============================] - 0s 13ms/step >1, 670/693, d1=0.066, d2=0.084 g=4.948 2/2 [==============================] - 0s 14ms/step >1, 671/693, d1=0.102, d2=0.048 g=4.490 2/2 [==============================] - 0s 14ms/step >1, 672/693, d1=0.099, d2=0.061 g=4.095 2/2 [==============================] - 0s 11ms/step >1, 673/693, d1=0.061, d2=0.118 g=3.186 2/2 [==============================] - 0s 14ms/step >1, 674/693, d1=0.127, d2=0.063 g=3.647 2/2 [==============================] - 0s 13ms/step >1, 675/693, d1=0.051, d2=0.615 g=2.968 2/2 [==============================] - 0s 13ms/step >1, 676/693, d1=0.111, d2=1.163 g=2.882 2/2 [==============================] - 0s 13ms/step >1, 677/693, d1=1.463, d2=2.654 g=0.384 2/2 [==============================] - 0s 13ms/step >1, 678/693, d1=0.480, d2=2.041 g=0.420 2/2 [==============================] - 0s 14ms/step >1, 679/693, d1=0.434, d2=1.500 g=0.641 2/2 [==============================] - 0s 12ms/step >1, 680/693, d1=0.531, d2=0.789 g=1.389 2/2 [==============================] - 0s 13ms/step >1, 681/693, d1=0.574, d2=0.523 g=1.483 2/2 [==============================] - 0s 14ms/step >1, 682/693, d1=0.535, d2=0.697 g=1.224 2/2 [==============================] - 0s 12ms/step >1, 683/693, d1=0.457, d2=0.477 g=1.781 2/2 [==============================] - 0s 13ms/step >1, 684/693, d1=0.446, d2=0.429 g=1.680 2/2 [==============================] - 0s 12ms/step >1, 685/693, d1=0.546, d2=0.385 g=1.575 2/2 [==============================] - 0s 13ms/step >1, 686/693, d1=0.461, d2=0.508 g=1.844 2/2 [==============================] - 0s 13ms/step >1, 687/693, d1=0.386, d2=0.280 g=2.187 2/2 [==============================] - 0s 12ms/step >1, 688/693, d1=0.361, d2=0.275 g=2.025 2/2 [==============================] - 0s 13ms/step >1, 689/693, d1=0.407, d2=0.301 g=2.045 2/2 [==============================] - 0s 13ms/step >1, 690/693, d1=0.352, d2=0.524 g=2.044 2/2 [==============================] - 0s 13ms/step >1, 691/693, d1=0.442, d2=0.492 g=1.963 2/2 [==============================] - 0s 12ms/step >1, 692/693, d1=0.449, d2=0.527 g=1.543 2/2 [==============================] - 0s 12ms/step >1, 693/693, d1=0.464, d2=0.729 g=1.333 2/2 [==============================] - 0s 14ms/step >2, 1/693, d1=0.509, d2=0.753 g=0.975 2/2 [==============================] - 0s 12ms/step >2, 2/693, d1=0.512, d2=0.857 g=0.969 2/2 [==============================] - 0s 12ms/step >2, 3/693, d1=0.626, d2=0.999 g=0.835 2/2 [==============================] - 0s 12ms/step >2, 4/693, d1=0.680, d2=0.941 g=0.789 2/2 [==============================] - 0s 14ms/step >2, 5/693, d1=0.603, d2=0.901 g=0.759 2/2 [==============================] - 0s 14ms/step >2, 6/693, d1=0.712, d2=0.815 g=0.770 2/2 [==============================] - 0s 13ms/step >2, 7/693, d1=0.544, d2=0.823 g=0.768 2/2 [==============================] - 0s 13ms/step >2, 8/693, d1=0.546, d2=0.832 g=0.759 2/2 [==============================] - 0s 13ms/step >2, 9/693, d1=0.593, d2=0.771 g=0.794 2/2 [==============================] - 0s 12ms/step >2, 10/693, d1=0.488, d2=0.772 g=0.857 2/2 [==============================] - 0s 14ms/step >2, 11/693, d1=0.523, d2=0.702 g=0.927 2/2 [==============================] - 0s 13ms/step >2, 12/693, d1=0.554, d2=0.703 g=0.896 2/2 [==============================] - 0s 12ms/step >2, 13/693, d1=0.583, d2=0.718 g=0.843 2/2 [==============================] - 0s 12ms/step >2, 14/693, d1=0.509, d2=0.697 g=0.815 2/2 [==============================] - 0s 13ms/step >2, 15/693, d1=0.569, d2=0.729 g=0.818 2/2 [==============================] - 0s 12ms/step >2, 16/693, d1=0.464, d2=0.825 g=0.868 2/2 [==============================] - 0s 15ms/step >2, 17/693, d1=0.514, d2=0.707 g=0.838 2/2 [==============================] - 0s 14ms/step >2, 18/693, d1=0.454, d2=0.626 g=0.858 2/2 [==============================] - 0s 13ms/step >2, 19/693, d1=0.503, d2=0.714 g=0.895 2/2 [==============================] - 0s 13ms/step >2, 20/693, d1=0.460, d2=0.678 g=1.011 2/2 [==============================] - 0s 14ms/step >2, 21/693, d1=0.580, d2=0.661 g=0.951 2/2 [==============================] - 0s 13ms/step >2, 22/693, d1=0.436, d2=0.651 g=0.946 2/2 [==============================] - 0s 13ms/step >2, 23/693, d1=0.553, d2=0.659 g=0.943 2/2 [==============================] - 0s 14ms/step >2, 24/693, d1=0.490, d2=0.645 g=1.034 2/2 [==============================] - 0s 13ms/step >2, 25/693, d1=0.553, d2=0.602 g=1.046 2/2 [==============================] - 0s 14ms/step >2, 26/693, d1=0.524, d2=0.608 g=0.961 2/2 [==============================] - 0s 13ms/step >2, 27/693, d1=0.496, d2=0.704 g=0.932 2/2 [==============================] - 0s 13ms/step >2, 28/693, d1=0.492, d2=0.655 g=0.876 2/2 [==============================] - 0s 11ms/step >2, 29/693, d1=0.474, d2=0.692 g=0.886 2/2 [==============================] - 0s 13ms/step >2, 30/693, d1=0.514, d2=0.730 g=0.861 2/2 [==============================] - 0s 12ms/step >2, 31/693, d1=0.462, d2=0.704 g=0.869 2/2 [==============================] - 0s 12ms/step >2, 32/693, d1=0.526, d2=0.696 g=0.906 2/2 [==============================] - 0s 15ms/step >2, 33/693, d1=0.498, d2=0.741 g=0.870 2/2 [==============================] - 0s 13ms/step >2, 34/693, d1=0.486, d2=0.765 g=0.887 2/2 [==============================] - 0s 12ms/step >2, 35/693, d1=0.573, d2=0.788 g=0.888 2/2 [==============================] - 0s 13ms/step >2, 36/693, d1=0.562, d2=0.785 g=0.897 2/2 [==============================] - 0s 14ms/step >2, 37/693, d1=0.618, d2=0.752 g=0.873 2/2 [==============================] - 0s 13ms/step >2, 38/693, d1=0.581, d2=0.715 g=0.883 2/2 [==============================] - 0s 12ms/step >2, 39/693, d1=0.562, d2=0.762 g=0.844 2/2 [==============================] - 0s 12ms/step >2, 40/693, d1=0.534, d2=0.774 g=0.791 2/2 [==============================] - 0s 12ms/step >2, 41/693, d1=0.598, d2=0.736 g=0.781 2/2 [==============================] - 0s 12ms/step >2, 42/693, d1=0.502, d2=0.774 g=0.790 2/2 [==============================] - 0s 14ms/step >2, 43/693, d1=0.553, d2=0.742 g=0.782 2/2 [==============================] - 0s 15ms/step >2, 44/693, d1=0.490, d2=0.755 g=0.836 2/2 [==============================] - 0s 12ms/step >2, 45/693, d1=0.460, d2=0.791 g=0.886 2/2 [==============================] - 0s 12ms/step >2, 46/693, d1=0.523, d2=0.806 g=0.922 2/2 [==============================] - 0s 13ms/step >2, 47/693, d1=0.531, d2=0.656 g=0.949 2/2 [==============================] - 0s 13ms/step >2, 48/693, d1=0.620, d2=0.716 g=0.961 2/2 [==============================] - 0s 13ms/step >2, 49/693, d1=0.663, d2=0.628 g=0.926 2/2 [==============================] - 0s 13ms/step >2, 50/693, d1=0.621, d2=0.676 g=0.932 2/2 [==============================] - 0s 13ms/step >2, 51/693, d1=0.490, d2=0.797 g=0.932 2/2 [==============================] - 0s 12ms/step >2, 52/693, d1=0.570, d2=0.703 g=0.993 2/2 [==============================] - 0s 12ms/step >2, 53/693, d1=0.612, d2=0.623 g=1.024 2/2 [==============================] - 0s 12ms/step >2, 54/693, d1=0.573, d2=0.651 g=0.985 2/2 [==============================] - 0s 12ms/step >2, 55/693, d1=0.556, d2=0.642 g=1.033 2/2 [==============================] - 0s 13ms/step >2, 56/693, d1=0.572, d2=0.662 g=1.039 2/2 [==============================] - 0s 13ms/step >2, 57/693, d1=0.544, d2=0.695 g=1.088 2/2 [==============================] - 0s 13ms/step >2, 58/693, d1=0.559, d2=0.569 g=1.125 2/2 [==============================] - 0s 13ms/step >2, 59/693, d1=0.575, d2=0.633 g=1.114 2/2 [==============================] - 0s 13ms/step >2, 60/693, d1=0.580, d2=0.614 g=1.150 2/2 [==============================] - 0s 12ms/step >2, 61/693, d1=0.536, d2=0.607 g=1.097 2/2 [==============================] - 0s 13ms/step >2, 62/693, d1=0.611, d2=0.604 g=1.115 2/2 [==============================] - 0s 13ms/step >2, 63/693, d1=0.580, d2=0.667 g=1.060 2/2 [==============================] - 0s 14ms/step >2, 64/693, d1=0.606, d2=0.637 g=0.987 2/2 [==============================] - 0s 13ms/step >2, 65/693, d1=0.630, d2=0.725 g=0.990 2/2 [==============================] - 0s 12ms/step >2, 66/693, d1=0.588, d2=0.684 g=0.955 2/2 [==============================] - 0s 12ms/step >2, 67/693, d1=0.577, d2=0.683 g=0.979 2/2 [==============================] - 0s 12ms/step >2, 68/693, d1=0.634, d2=0.791 g=0.918 2/2 [==============================] - 0s 13ms/step >2, 69/693, d1=0.599, d2=0.686 g=0.957 2/2 [==============================] - 0s 14ms/step >2, 70/693, d1=0.639, d2=0.662 g=0.920 2/2 [==============================] - 0s 14ms/step >2, 71/693, d1=0.587, d2=0.698 g=0.853 2/2 [==============================] - 0s 12ms/step >2, 72/693, d1=0.568, d2=0.776 g=0.875 2/2 [==============================] - 0s 13ms/step >2, 73/693, d1=0.601, d2=0.784 g=0.975 2/2 [==============================] - 0s 13ms/step >2, 74/693, d1=0.663, d2=0.669 g=0.977 2/2 [==============================] - 0s 13ms/step >2, 75/693, d1=0.749, d2=0.713 g=0.866 2/2 [==============================] - 0s 14ms/step >2, 76/693, d1=0.645, d2=0.759 g=0.891 2/2 [==============================] - 0s 12ms/step >2, 77/693, d1=0.580, d2=0.789 g=0.913 2/2 [==============================] - 0s 12ms/step >2, 78/693, d1=0.673, d2=0.684 g=0.947 2/2 [==============================] - 0s 13ms/step >2, 79/693, d1=0.613, d2=0.724 g=0.901 2/2 [==============================] - 0s 13ms/step >2, 80/693, d1=0.603, d2=0.719 g=1.010 2/2 [==============================] - 0s 12ms/step >2, 81/693, d1=0.655, d2=0.656 g=0.943 2/2 [==============================] - 0s 12ms/step >2, 82/693, d1=0.621, d2=0.706 g=0.952 2/2 [==============================] - 0s 13ms/step >2, 83/693, d1=0.635, d2=0.643 g=0.953 2/2 [==============================] - 0s 11ms/step >2, 84/693, d1=0.699, d2=0.695 g=0.881 2/2 [==============================] - 0s 12ms/step >2, 85/693, d1=0.630, d2=0.704 g=0.870 2/2 [==============================] - 0s 12ms/step >2, 86/693, d1=0.582, d2=0.731 g=0.896 2/2 [==============================] - 0s 14ms/step >2, 87/693, d1=0.611, d2=0.654 g=0.974 2/2 [==============================] - 0s 14ms/step >2, 88/693, d1=0.622, d2=0.696 g=0.941 2/2 [==============================] - 0s 12ms/step >2, 89/693, d1=0.667, d2=0.684 g=0.932 2/2 [==============================] - 0s 12ms/step >2, 90/693, d1=0.630, d2=0.714 g=0.959 2/2 [==============================] - 0s 15ms/step >2, 91/693, d1=0.606, d2=0.689 g=0.953 2/2 [==============================] - 0s 15ms/step >2, 92/693, d1=0.651, d2=0.628 g=1.013 2/2 [==============================] - 0s 13ms/step >2, 93/693, d1=0.609, d2=0.637 g=0.996 2/2 [==============================] - 0s 12ms/step >2, 94/693, d1=0.595, d2=0.585 g=1.003 2/2 [==============================] - 0s 12ms/step >2, 95/693, d1=0.664, d2=0.643 g=0.952 2/2 [==============================] - 0s 14ms/step >2, 96/693, d1=0.639, d2=0.685 g=0.943 2/2 [==============================] - 0s 12ms/step >2, 97/693, d1=0.639, d2=0.699 g=0.932 2/2 [==============================] - 0s 12ms/step >2, 98/693, d1=0.595, d2=0.716 g=1.002 2/2 [==============================] - 0s 12ms/step >2, 99/693, d1=0.617, d2=0.637 g=0.955 2/2 [==============================] - 0s 12ms/step >2, 100/693, d1=0.605, d2=0.654 g=0.922 2/2 [==============================] - 0s 13ms/step >2, 101/693, d1=0.634, d2=0.731 g=0.963 2/2 [==============================] - 0s 13ms/step >2, 102/693, d1=0.670, d2=0.673 g=0.953 2/2 [==============================] - 0s 14ms/step >2, 103/693, d1=0.652, d2=0.705 g=0.953 2/2 [==============================] - 0s 12ms/step >2, 104/693, d1=0.682, d2=0.693 g=0.954 2/2 [==============================] - 0s 14ms/step >2, 105/693, d1=0.712, d2=0.668 g=0.966 2/2 [==============================] - 0s 13ms/step >2, 106/693, d1=0.737, d2=0.665 g=0.963 2/2 [==============================] - 0s 12ms/step >2, 107/693, d1=0.741, d2=0.678 g=0.900 2/2 [==============================] - 0s 12ms/step >2, 108/693, d1=0.744, d2=0.711 g=0.906 2/2 [==============================] - 0s 14ms/step >2, 109/693, d1=0.728, d2=0.671 g=0.834 2/2 [==============================] - 0s 13ms/step >2, 110/693, d1=0.705, d2=0.786 g=0.794 2/2 [==============================] - 0s 13ms/step >2, 111/693, d1=0.607, d2=0.734 g=0.858 2/2 [==============================] - 0s 12ms/step >2, 112/693, d1=0.688, d2=0.694 g=0.890 2/2 [==============================] - 0s 11ms/step >2, 113/693, d1=0.756, d2=0.701 g=0.820 2/2 [==============================] - 0s 12ms/step >2, 114/693, d1=0.686, d2=0.718 g=0.818 2/2 [==============================] - 0s 13ms/step >2, 115/693, d1=0.659, d2=0.799 g=0.818 2/2 [==============================] - 0s 12ms/step >2, 116/693, d1=0.656, d2=0.767 g=0.816 2/2 [==============================] - 0s 13ms/step >2, 117/693, d1=0.673, d2=0.763 g=0.799 2/2 [==============================] - 0s 13ms/step >2, 118/693, d1=0.664, d2=0.773 g=0.843 2/2 [==============================] - 0s 14ms/step >2, 119/693, d1=0.676, d2=0.687 g=0.824 2/2 [==============================] - 0s 13ms/step >2, 120/693, d1=0.702, d2=0.697 g=0.903 2/2 [==============================] - 0s 14ms/step >2, 121/693, d1=0.766, d2=0.717 g=0.924 2/2 [==============================] - 0s 15ms/step >2, 122/693, d1=0.700, d2=0.682 g=0.943 2/2 [==============================] - 0s 12ms/step >2, 123/693, d1=0.732, d2=0.646 g=0.898 2/2 [==============================] - 0s 13ms/step >2, 124/693, d1=0.745, d2=0.638 g=0.922 2/2 [==============================] - 0s 13ms/step >2, 125/693, d1=0.679, d2=0.688 g=0.879 2/2 [==============================] - 0s 11ms/step >2, 126/693, d1=0.706, d2=0.718 g=0.884 2/2 [==============================] - 0s 11ms/step >2, 127/693, d1=0.685, d2=0.632 g=0.875 2/2 [==============================] - 0s 13ms/step >2, 128/693, d1=0.677, d2=0.675 g=0.870 2/2 [==============================] - 0s 13ms/step >2, 129/693, d1=0.781, d2=0.672 g=0.819 2/2 [==============================] - 0s 15ms/step >2, 130/693, d1=0.683, d2=0.760 g=0.824 2/2 [==============================] - 0s 12ms/step >2, 131/693, d1=0.631, d2=0.709 g=0.829 2/2 [==============================] - 0s 13ms/step >2, 132/693, d1=0.648, d2=0.719 g=0.847 2/2 [==============================] - 0s 14ms/step >2, 133/693, d1=0.631, d2=0.662 g=0.858 2/2 [==============================] - 0s 12ms/step >2, 134/693, d1=0.620, d2=0.648 g=0.885 2/2 [==============================] - 0s 12ms/step >2, 135/693, d1=0.667, d2=0.709 g=0.849 2/2 [==============================] - 0s 12ms/step >2, 136/693, d1=0.637, d2=0.688 g=0.842 2/2 [==============================] - 0s 13ms/step >2, 137/693, d1=0.655, d2=0.791 g=0.852 2/2 [==============================] - 0s 13ms/step >2, 138/693, d1=0.629, d2=0.712 g=0.919 2/2 [==============================] - 0s 13ms/step >2, 139/693, d1=0.792, d2=0.722 g=0.904 2/2 [==============================] - 0s 13ms/step >2, 140/693, d1=0.715, d2=0.722 g=0.917 2/2 [==============================] - 0s 13ms/step >2, 141/693, d1=0.768, d2=0.645 g=0.989 2/2 [==============================] - 0s 14ms/step >2, 142/693, d1=0.750, d2=0.556 g=0.987 2/2 [==============================] - 0s 12ms/step >2, 143/693, d1=0.770, d2=0.653 g=0.936 2/2 [==============================] - 0s 11ms/step >2, 144/693, d1=0.741, d2=0.640 g=0.924 2/2 [==============================] - 0s 13ms/step >2, 145/693, d1=0.727, d2=0.658 g=0.876 2/2 [==============================] - 0s 15ms/step >2, 146/693, d1=0.696, d2=0.651 g=0.886 2/2 [==============================] - 0s 12ms/step >2, 147/693, d1=0.722, d2=0.686 g=0.873 2/2 [==============================] - 0s 12ms/step >2, 148/693, d1=0.726, d2=0.668 g=0.855 2/2 [==============================] - 0s 14ms/step >2, 149/693, d1=0.710, d2=0.723 g=0.781 2/2 [==============================] - 0s 12ms/step >2, 150/693, d1=0.651, d2=0.724 g=0.791 2/2 [==============================] - 0s 13ms/step >2, 151/693, d1=0.642, d2=0.667 g=0.825 2/2 [==============================] - 0s 14ms/step >2, 152/693, d1=0.658, d2=0.668 g=0.833 2/2 [==============================] - 0s 14ms/step >2, 153/693, d1=0.633, d2=0.671 g=0.843 2/2 [==============================] - 0s 14ms/step >2, 154/693, d1=0.642, d2=0.673 g=0.831 2/2 [==============================] - 0s 13ms/step >2, 155/693, d1=0.624, d2=0.688 g=0.852 2/2 [==============================] - 0s 14ms/step >2, 156/693, d1=0.669, d2=0.659 g=0.868 2/2 [==============================] - 0s 13ms/step >2, 157/693, d1=0.664, d2=0.665 g=0.861 2/2 [==============================] - 0s 13ms/step >2, 158/693, d1=0.699, d2=0.671 g=0.879 2/2 [==============================] - 0s 13ms/step >2, 159/693, d1=0.686, d2=0.690 g=0.921 2/2 [==============================] - 0s 13ms/step >2, 160/693, d1=0.747, d2=0.614 g=0.951 2/2 [==============================] - 0s 14ms/step >2, 161/693, d1=0.725, d2=0.626 g=0.919 2/2 [==============================] - 0s 14ms/step >2, 162/693, d1=0.702, d2=0.632 g=1.002 2/2 [==============================] - 0s 12ms/step >2, 163/693, d1=0.766, d2=0.628 g=0.974 2/2 [==============================] - 0s 13ms/step >2, 164/693, d1=0.724, d2=0.600 g=0.994 2/2 [==============================] - 0s 12ms/step >2, 165/693, d1=0.786, d2=0.623 g=0.964 2/2 [==============================] - 0s 11ms/step >2, 166/693, d1=0.787, d2=0.632 g=0.879 2/2 [==============================] - 0s 13ms/step >2, 167/693, d1=0.726, d2=0.708 g=0.872 2/2 [==============================] - 0s 12ms/step >2, 168/693, d1=0.690, d2=0.718 g=0.815 2/2 [==============================] - 0s 14ms/step >2, 169/693, d1=0.683, d2=0.715 g=0.831 2/2 [==============================] - 0s 13ms/step >2, 170/693, d1=0.634, d2=0.678 g=0.864 2/2 [==============================] - 0s 13ms/step >2, 171/693, d1=0.748, d2=0.654 g=0.860 2/2 [==============================] - 0s 14ms/step >2, 172/693, d1=0.639, d2=0.671 g=0.832 2/2 [==============================] - 0s 12ms/step >2, 173/693, d1=0.664, d2=0.694 g=0.852 2/2 [==============================] - 0s 14ms/step >2, 174/693, d1=0.642, d2=0.643 g=0.855 2/2 [==============================] - 0s 13ms/step >2, 175/693, d1=0.668, d2=0.691 g=0.850 2/2 [==============================] - 0s 13ms/step >2, 176/693, d1=0.676, d2=0.621 g=0.879 2/2 [==============================] - 0s 13ms/step >2, 177/693, d1=0.676, d2=0.639 g=0.856 2/2 [==============================] - 0s 13ms/step >2, 178/693, d1=0.675, d2=0.671 g=0.932 2/2 [==============================] - 0s 14ms/step >2, 179/693, d1=0.727, d2=0.664 g=0.977 2/2 [==============================] - 0s 14ms/step >2, 180/693, d1=0.707, d2=0.644 g=0.941 2/2 [==============================] - 0s 13ms/step >2, 181/693, d1=0.725, d2=0.594 g=0.955 2/2 [==============================] - 0s 12ms/step >2, 182/693, d1=0.802, d2=0.604 g=0.931 2/2 [==============================] - 0s 13ms/step >2, 183/693, d1=0.737, d2=0.644 g=0.900 2/2 [==============================] - 0s 13ms/step >2, 184/693, d1=0.743, d2=0.675 g=0.868 2/2 [==============================] - 0s 14ms/step >2, 185/693, d1=0.707, d2=0.683 g=0.838 2/2 [==============================] - 0s 13ms/step >2, 186/693, d1=0.681, d2=0.715 g=0.860 2/2 [==============================] - 0s 13ms/step >2, 187/693, d1=0.665, d2=0.641 g=0.873 2/2 [==============================] - 0s 11ms/step >2, 188/693, d1=0.703, d2=0.647 g=0.945 2/2 [==============================] - 0s 13ms/step >2, 189/693, d1=0.770, d2=0.691 g=0.840 2/2 [==============================] - 0s 13ms/step >2, 190/693, d1=0.666, d2=0.686 g=0.879 2/2 [==============================] - 0s 13ms/step >2, 191/693, d1=0.708, d2=0.650 g=0.874 2/2 [==============================] - 0s 11ms/step >2, 192/693, d1=0.709, d2=0.683 g=0.839 2/2 [==============================] - 0s 13ms/step >2, 193/693, d1=0.724, d2=0.714 g=0.842 2/2 [==============================] - 0s 13ms/step >2, 194/693, d1=0.646, d2=0.671 g=0.838 2/2 [==============================] - 0s 13ms/step >2, 195/693, d1=0.654, d2=0.656 g=0.837 2/2 [==============================] - 0s 11ms/step >2, 196/693, d1=0.685, d2=0.680 g=0.865 2/2 [==============================] - 0s 13ms/step >2, 197/693, d1=0.711, d2=0.687 g=0.873 2/2 [==============================] - 0s 13ms/step >2, 198/693, d1=0.677, d2=0.631 g=0.869 2/2 [==============================] - 0s 14ms/step >2, 199/693, d1=0.713, d2=0.725 g=0.855 2/2 [==============================] - 0s 13ms/step >2, 200/693, d1=0.716, d2=0.664 g=0.869 2/2 [==============================] - 0s 13ms/step >2, 201/693, d1=0.711, d2=0.618 g=0.864 2/2 [==============================] - 0s 12ms/step >2, 202/693, d1=0.748, d2=0.637 g=0.909 2/2 [==============================] - 0s 11ms/step >2, 203/693, d1=0.718, d2=0.608 g=0.907 2/2 [==============================] - 0s 13ms/step >2, 204/693, d1=0.754, d2=0.676 g=0.899 2/2 [==============================] - 0s 14ms/step >2, 205/693, d1=0.778, d2=0.662 g=0.839 2/2 [==============================] - 0s 13ms/step >2, 206/693, d1=0.679, d2=0.669 g=0.854 2/2 [==============================] - 0s 15ms/step >2, 207/693, d1=0.721, d2=0.711 g=0.807 2/2 [==============================] - 0s 12ms/step >2, 208/693, d1=0.722, d2=0.736 g=0.801 2/2 [==============================] - 0s 11ms/step >2, 209/693, d1=0.672, d2=0.648 g=0.772 2/2 [==============================] - 0s 12ms/step >2, 210/693, d1=0.649, d2=0.751 g=0.796 2/2 [==============================] - 0s 13ms/step >2, 211/693, d1=0.644, d2=0.735 g=0.801 2/2 [==============================] - 0s 13ms/step >2, 212/693, d1=0.627, d2=0.635 g=0.808 2/2 [==============================] - 0s 12ms/step >2, 213/693, d1=0.663, d2=0.624 g=0.791 2/2 [==============================] - 0s 12ms/step >2, 214/693, d1=0.688, d2=0.707 g=0.814 2/2 [==============================] - 0s 14ms/step >2, 215/693, d1=0.657, d2=0.657 g=0.840 2/2 [==============================] - 0s 13ms/step >2, 216/693, d1=0.709, d2=0.682 g=0.809 2/2 [==============================] - 0s 11ms/step >2, 217/693, d1=0.677, d2=0.718 g=0.853 2/2 [==============================] - 0s 14ms/step >2, 218/693, d1=0.687, d2=0.648 g=0.849 2/2 [==============================] - 0s 14ms/step >2, 219/693, d1=0.704, d2=0.646 g=0.864 2/2 [==============================] - 0s 13ms/step >2, 220/693, d1=0.737, d2=0.679 g=0.875 2/2 [==============================] - 0s 13ms/step >2, 221/693, d1=0.718, d2=0.616 g=0.849 2/2 [==============================] - 0s 11ms/step >2, 222/693, d1=0.692, d2=0.629 g=0.879 2/2 [==============================] - 0s 12ms/step >2, 223/693, d1=0.694, d2=0.649 g=0.881 2/2 [==============================] - 0s 12ms/step >2, 224/693, d1=0.693, d2=0.649 g=0.836 2/2 [==============================] - 0s 14ms/step >2, 225/693, d1=0.719, d2=0.668 g=0.825 2/2 [==============================] - 0s 14ms/step >2, 226/693, d1=0.711, d2=0.641 g=0.824 2/2 [==============================] - 0s 13ms/step >2, 227/693, d1=0.638, d2=0.687 g=0.837 2/2 [==============================] - 0s 12ms/step >2, 228/693, d1=0.678, d2=0.677 g=0.801 2/2 [==============================] - 0s 13ms/step >2, 229/693, d1=0.641, d2=0.673 g=0.841 2/2 [==============================] - 0s 13ms/step >2, 230/693, d1=0.658, d2=0.655 g=0.795 2/2 [==============================] - 0s 12ms/step >2, 231/693, d1=0.675, d2=0.662 g=0.838 2/2 [==============================] - 0s 13ms/step >2, 232/693, d1=0.653, d2=0.667 g=0.805 2/2 [==============================] - 0s 13ms/step >2, 233/693, d1=0.635, d2=0.635 g=0.876 2/2 [==============================] - 0s 13ms/step >2, 234/693, d1=0.626, d2=0.648 g=0.828 2/2 [==============================] - 0s 15ms/step >2, 235/693, d1=0.666, d2=0.675 g=0.827 2/2 [==============================] - 0s 13ms/step >2, 236/693, d1=0.694, d2=0.657 g=0.852 2/2 [==============================] - 0s 14ms/step >2, 237/693, d1=0.692, d2=0.670 g=0.821 2/2 [==============================] - 0s 13ms/step >2, 238/693, d1=0.690, d2=0.654 g=0.862 2/2 [==============================] - 0s 12ms/step >2, 239/693, d1=0.696, d2=0.643 g=0.895 2/2 [==============================] - 0s 12ms/step >2, 240/693, d1=0.735, d2=0.664 g=0.877 2/2 [==============================] - 0s 13ms/step >2, 241/693, d1=0.683, d2=0.618 g=0.929 2/2 [==============================] - 0s 12ms/step >2, 242/693, d1=0.734, d2=0.591 g=0.951 2/2 [==============================] - 0s 13ms/step >2, 243/693, d1=0.727, d2=0.616 g=0.909 2/2 [==============================] - 0s 12ms/step >2, 244/693, d1=0.759, d2=0.657 g=0.921 2/2 [==============================] - 0s 14ms/step >2, 245/693, d1=0.696, d2=0.582 g=0.919 2/2 [==============================] - 0s 14ms/step >2, 246/693, d1=0.727, d2=0.616 g=0.841 2/2 [==============================] - 0s 13ms/step >2, 247/693, d1=0.673, d2=0.701 g=0.821 2/2 [==============================] - 0s 12ms/step >2, 248/693, d1=0.654, d2=0.651 g=0.845 2/2 [==============================] - 0s 13ms/step >2, 249/693, d1=0.621, d2=0.687 g=0.839 2/2 [==============================] - 0s 13ms/step >2, 250/693, d1=0.645, d2=0.657 g=0.849 2/2 [==============================] - 0s 12ms/step >2, 251/693, d1=0.715, d2=0.667 g=0.821 2/2 [==============================] - 0s 12ms/step >2, 252/693, d1=0.712, d2=0.658 g=0.860 2/2 [==============================] - 0s 12ms/step >2, 253/693, d1=0.660, d2=0.694 g=0.846 2/2 [==============================] - 0s 12ms/step >2, 254/693, d1=0.675, d2=0.669 g=0.840 2/2 [==============================] - 0s 14ms/step >2, 255/693, d1=0.700, d2=0.616 g=0.844 2/2 [==============================] - 0s 14ms/step >2, 256/693, d1=0.662, d2=0.677 g=0.916 2/2 [==============================] - 0s 13ms/step >2, 257/693, d1=0.690, d2=0.673 g=0.822 2/2 [==============================] - 0s 12ms/step >2, 258/693, d1=0.671, d2=0.682 g=0.849 2/2 [==============================] - 0s 13ms/step >2, 259/693, d1=0.658, d2=0.687 g=0.865 2/2 [==============================] - 0s 13ms/step >2, 260/693, d1=0.673, d2=0.661 g=0.876 2/2 [==============================] - 0s 14ms/step >2, 261/693, d1=0.709, d2=0.603 g=0.852 2/2 [==============================] - 0s 14ms/step >2, 262/693, d1=0.682, d2=0.631 g=0.896 2/2 [==============================] - 0s 13ms/step >2, 263/693, d1=0.729, d2=0.674 g=0.839 2/2 [==============================] - 0s 13ms/step >2, 264/693, d1=0.703, d2=0.650 g=0.857 2/2 [==============================] - 0s 12ms/step >2, 265/693, d1=0.691, d2=0.627 g=0.847 2/2 [==============================] - 0s 12ms/step >2, 266/693, d1=0.688, d2=0.637 g=0.838 2/2 [==============================] - 0s 14ms/step >2, 267/693, d1=0.672, d2=0.655 g=0.857 2/2 [==============================] - 0s 13ms/step >2, 268/693, d1=0.689, d2=0.658 g=0.848 2/2 [==============================] - 0s 11ms/step >2, 269/693, d1=0.687, d2=0.665 g=0.831 2/2 [==============================] - 0s 13ms/step >2, 270/693, d1=0.674, d2=0.659 g=0.831 2/2 [==============================] - 0s 13ms/step >2, 271/693, d1=0.688, d2=0.690 g=0.840 2/2 [==============================] - 0s 12ms/step >2, 272/693, d1=0.678, d2=0.678 g=0.816 2/2 [==============================] - 0s 11ms/step >2, 273/693, d1=0.703, d2=0.660 g=0.793 2/2 [==============================] - 0s 15ms/step >2, 274/693, d1=0.686, d2=0.704 g=0.849 2/2 [==============================] - 0s 13ms/step >2, 275/693, d1=0.662, d2=0.655 g=0.831 2/2 [==============================] - 0s 13ms/step >2, 276/693, d1=0.692, d2=0.699 g=0.845 2/2 [==============================] - 0s 14ms/step >2, 277/693, d1=0.675, d2=0.719 g=0.879 2/2 [==============================] - 0s 13ms/step >2, 278/693, d1=0.701, d2=0.608 g=0.888 2/2 [==============================] - 0s 13ms/step >2, 279/693, d1=0.701, d2=0.658 g=0.860 2/2 [==============================] - 0s 13ms/step >2, 280/693, d1=0.713, d2=0.677 g=0.823 2/2 [==============================] - 0s 14ms/step >2, 281/693, d1=0.683, d2=0.671 g=0.842 2/2 [==============================] - 0s 14ms/step >2, 282/693, d1=0.727, d2=0.675 g=0.851 2/2 [==============================] - 0s 13ms/step >2, 283/693, d1=0.673, d2=0.705 g=0.810 2/2 [==============================] - 0s 11ms/step >2, 284/693, d1=0.689, d2=0.664 g=0.835 2/2 [==============================] - 0s 13ms/step >2, 285/693, d1=0.701, d2=0.685 g=0.878 2/2 [==============================] - 0s 11ms/step >2, 286/693, d1=0.686, d2=0.653 g=0.819 2/2 [==============================] - 0s 12ms/step >2, 287/693, d1=0.645, d2=0.602 g=0.881 2/2 [==============================] - 0s 13ms/step >2, 288/693, d1=0.699, d2=0.659 g=0.869 2/2 [==============================] - 0s 13ms/step >2, 289/693, d1=0.687, d2=0.685 g=0.848 2/2 [==============================] - 0s 13ms/step >2, 290/693, d1=0.700, d2=0.680 g=0.856 2/2 [==============================] - 0s 12ms/step >2, 291/693, d1=0.692, d2=0.654 g=0.886 2/2 [==============================] - 0s 14ms/step >2, 292/693, d1=0.697, d2=0.626 g=0.871 2/2 [==============================] - 0s 13ms/step >2, 293/693, d1=0.712, d2=0.639 g=0.807 2/2 [==============================] - 0s 12ms/step >2, 294/693, d1=0.655, d2=0.628 g=0.818 2/2 [==============================] - 0s 13ms/step >2, 295/693, d1=0.724, d2=0.628 g=0.827 2/2 [==============================] - 0s 13ms/step >2, 296/693, d1=0.691, d2=0.657 g=0.861 2/2 [==============================] - 0s 13ms/step >2, 297/693, d1=0.670, d2=0.672 g=0.904 2/2 [==============================] - 0s 14ms/step >2, 298/693, d1=0.716, d2=0.647 g=0.884 2/2 [==============================] - 0s 14ms/step >2, 299/693, d1=0.726, d2=0.606 g=0.904 2/2 [==============================] - 0s 12ms/step >2, 300/693, d1=0.720, d2=0.648 g=0.879 2/2 [==============================] - 0s 13ms/step >2, 301/693, d1=0.726, d2=0.653 g=0.849 2/2 [==============================] - 0s 11ms/step >2, 302/693, d1=0.711, d2=0.672 g=0.822 2/2 [==============================] - 0s 12ms/step >2, 303/693, d1=0.649, d2=0.665 g=0.853 2/2 [==============================] - 0s 13ms/step >2, 304/693, d1=0.690, d2=0.681 g=0.826 2/2 [==============================] - 0s 12ms/step >2, 305/693, d1=0.664, d2=0.662 g=0.839 2/2 [==============================] - 0s 14ms/step >2, 306/693, d1=0.662, d2=0.671 g=0.830 2/2 [==============================] - 0s 12ms/step >2, 307/693, d1=0.644, d2=0.659 g=0.838 2/2 [==============================] - 0s 12ms/step >2, 308/693, d1=0.631, d2=0.665 g=0.852 2/2 [==============================] - 0s 13ms/step >2, 309/693, d1=0.662, d2=0.658 g=0.820 2/2 [==============================] - 0s 14ms/step >2, 310/693, d1=0.651, d2=0.690 g=0.854 2/2 [==============================] - 0s 13ms/step >2, 311/693, d1=0.654, d2=0.693 g=0.853 2/2 [==============================] - 0s 12ms/step >2, 312/693, d1=0.660, d2=0.678 g=0.873 2/2 [==============================] - 0s 12ms/step >2, 313/693, d1=0.692, d2=0.661 g=0.828 2/2 [==============================] - 0s 12ms/step >2, 314/693, d1=0.701, d2=0.678 g=0.840 2/2 [==============================] - 0s 13ms/step >2, 315/693, d1=0.668, d2=0.615 g=0.907 2/2 [==============================] - 0s 13ms/step >2, 316/693, d1=0.696, d2=0.641 g=0.892 2/2 [==============================] - 0s 13ms/step >2, 317/693, d1=0.717, d2=0.614 g=0.961 2/2 [==============================] - 0s 11ms/step >2, 318/693, d1=0.679, d2=0.615 g=0.918 2/2 [==============================] - 0s 14ms/step >2, 319/693, d1=0.723, d2=0.637 g=0.911 2/2 [==============================] - 0s 13ms/step >2, 320/693, d1=0.692, d2=0.601 g=0.851 2/2 [==============================] - 0s 14ms/step >2, 321/693, d1=0.706, d2=0.661 g=0.842 2/2 [==============================] - 0s 12ms/step >2, 322/693, d1=0.664, d2=0.607 g=0.821 2/2 [==============================] - 0s 12ms/step >2, 323/693, d1=0.674, d2=0.607 g=0.799 2/2 [==============================] - 0s 14ms/step >2, 324/693, d1=0.628, d2=0.691 g=0.781 2/2 [==============================] - 0s 13ms/step >2, 325/693, d1=0.661, d2=0.667 g=0.866 2/2 [==============================] - 0s 13ms/step >2, 326/693, d1=0.671, d2=0.688 g=0.901 2/2 [==============================] - 0s 14ms/step >2, 327/693, d1=0.725, d2=0.641 g=0.826 2/2 [==============================] - 0s 14ms/step >2, 328/693, d1=0.641, d2=0.683 g=0.816 2/2 [==============================] - 0s 11ms/step >2, 329/693, d1=0.635, d2=0.650 g=0.926 2/2 [==============================] - 0s 14ms/step >2, 330/693, d1=0.642, d2=0.679 g=0.862 2/2 [==============================] - 0s 12ms/step >2, 331/693, d1=0.682, d2=0.627 g=0.838 2/2 [==============================] - 0s 12ms/step >2, 332/693, d1=0.648, d2=0.652 g=0.825 2/2 [==============================] - 0s 13ms/step >2, 333/693, d1=0.668, d2=0.659 g=0.871 2/2 [==============================] - 0s 12ms/step >2, 334/693, d1=0.681, d2=0.673 g=0.837 2/2 [==============================] - 0s 13ms/step >2, 335/693, d1=0.683, d2=0.662 g=0.844 2/2 [==============================] - 0s 13ms/step >2, 336/693, d1=0.672, d2=0.634 g=0.884 2/2 [==============================] - 0s 11ms/step >2, 337/693, d1=0.681, d2=0.696 g=0.843 2/2 [==============================] - 0s 13ms/step >2, 338/693, d1=0.650, d2=0.635 g=0.841 2/2 [==============================] - 0s 12ms/step >2, 339/693, d1=0.688, d2=0.665 g=0.836 2/2 [==============================] - 0s 13ms/step >2, 340/693, d1=0.663, d2=0.688 g=0.862 2/2 [==============================] - 0s 14ms/step >2, 341/693, d1=0.685, d2=0.723 g=0.892 2/2 [==============================] - 0s 13ms/step >2, 342/693, d1=0.668, d2=0.682 g=0.885 2/2 [==============================] - 0s 13ms/step >2, 343/693, d1=0.697, d2=0.616 g=0.886 2/2 [==============================] - 0s 13ms/step >2, 344/693, d1=0.672, d2=0.682 g=0.951 2/2 [==============================] - 0s 13ms/step >2, 345/693, d1=0.679, d2=0.627 g=0.855 2/2 [==============================] - 0s 14ms/step >2, 346/693, d1=0.699, d2=0.662 g=0.831 2/2 [==============================] - 0s 12ms/step >2, 347/693, d1=0.652, d2=0.672 g=0.875 2/2 [==============================] - 0s 12ms/step >2, 348/693, d1=0.701, d2=0.656 g=0.852 2/2 [==============================] - 0s 13ms/step >2, 349/693, d1=0.725, d2=0.666 g=0.935 2/2 [==============================] - 0s 13ms/step >2, 350/693, d1=0.652, d2=0.694 g=0.890 2/2 [==============================] - 0s 13ms/step >2, 351/693, d1=0.670, d2=0.718 g=0.921 2/2 [==============================] - 0s 13ms/step >2, 352/693, d1=0.706, d2=0.641 g=0.878 2/2 [==============================] - 0s 12ms/step >2, 353/693, d1=0.685, d2=0.623 g=0.883 2/2 [==============================] - 0s 13ms/step >2, 354/693, d1=0.666, d2=0.630 g=0.818 2/2 [==============================] - 0s 13ms/step >2, 355/693, d1=0.685, d2=0.657 g=0.980 2/2 [==============================] - 0s 12ms/step >2, 356/693, d1=0.666, d2=0.652 g=0.915 2/2 [==============================] - 0s 14ms/step >2, 357/693, d1=0.663, d2=0.629 g=0.851 2/2 [==============================] - 0s 12ms/step >2, 358/693, d1=0.688, d2=0.665 g=0.892 2/2 [==============================] - 0s 13ms/step >2, 359/693, d1=0.697, d2=0.662 g=0.778 2/2 [==============================] - 0s 14ms/step >2, 360/693, d1=0.675, d2=0.693 g=0.851 2/2 [==============================] - 0s 13ms/step >2, 361/693, d1=0.666, d2=0.655 g=0.835 2/2 [==============================] - 0s 13ms/step >2, 362/693, d1=0.654, d2=0.684 g=0.808 2/2 [==============================] - 0s 14ms/step >2, 363/693, d1=0.654, d2=0.684 g=0.837 2/2 [==============================] - 0s 12ms/step >2, 364/693, d1=0.675, d2=0.654 g=0.851 2/2 [==============================] - 0s 12ms/step >2, 365/693, d1=0.675, d2=0.672 g=0.847 2/2 [==============================] - 0s 12ms/step >2, 366/693, d1=0.697, d2=0.656 g=0.888 2/2 [==============================] - 0s 13ms/step >2, 367/693, d1=0.644, d2=0.639 g=0.912 2/2 [==============================] - 0s 12ms/step >2, 368/693, d1=0.711, d2=0.622 g=0.918 2/2 [==============================] - 0s 13ms/step >2, 369/693, d1=0.676, d2=0.650 g=0.879 2/2 [==============================] - 0s 12ms/step >2, 370/693, d1=0.723, d2=0.668 g=0.882 2/2 [==============================] - 0s 13ms/step >2, 371/693, d1=0.722, d2=0.665 g=0.898 2/2 [==============================] - 0s 13ms/step >2, 372/693, d1=0.683, d2=0.678 g=0.810 2/2 [==============================] - 0s 13ms/step >2, 373/693, d1=0.675, d2=0.661 g=0.822 2/2 [==============================] - 0s 14ms/step >2, 374/693, d1=0.662, d2=0.656 g=0.860 2/2 [==============================] - 0s 12ms/step >2, 375/693, d1=0.665, d2=0.658 g=0.833 2/2 [==============================] - 0s 16ms/step >2, 376/693, d1=0.622, d2=0.690 g=0.856 2/2 [==============================] - 0s 14ms/step >2, 377/693, d1=0.670, d2=0.642 g=0.876 2/2 [==============================] - 0s 14ms/step >2, 378/693, d1=0.669, d2=0.640 g=0.833 2/2 [==============================] - 0s 12ms/step >2, 379/693, d1=0.681, d2=0.685 g=0.876 2/2 [==============================] - 0s 13ms/step >2, 380/693, d1=0.666, d2=0.649 g=0.836 2/2 [==============================] - 0s 12ms/step >2, 381/693, d1=0.639, d2=0.672 g=0.852 2/2 [==============================] - 0s 13ms/step >2, 382/693, d1=0.671, d2=0.664 g=0.879 2/2 [==============================] - 0s 12ms/step >2, 383/693, d1=0.669, d2=0.655 g=0.878 2/2 [==============================] - 0s 14ms/step >2, 384/693, d1=0.637, d2=0.647 g=0.909 2/2 [==============================] - 0s 14ms/step >2, 385/693, d1=0.678, d2=0.654 g=0.867 2/2 [==============================] - 0s 13ms/step >2, 386/693, d1=0.669, d2=0.669 g=0.912 2/2 [==============================] - 0s 14ms/step >2, 387/693, d1=0.665, d2=0.641 g=0.895 2/2 [==============================] - 0s 12ms/step >2, 388/693, d1=0.690, d2=0.649 g=0.871 2/2 [==============================] - 0s 12ms/step >2, 389/693, d1=0.686, d2=0.639 g=0.879 2/2 [==============================] - 0s 13ms/step >2, 390/693, d1=0.709, d2=0.674 g=0.867 2/2 [==============================] - 0s 15ms/step >2, 391/693, d1=0.673, d2=0.608 g=0.841 2/2 [==============================] - 0s 13ms/step >2, 392/693, d1=0.648, d2=0.676 g=0.891 2/2 [==============================] - 0s 15ms/step >2, 393/693, d1=0.672, d2=0.651 g=0.833 2/2 [==============================] - 0s 14ms/step >2, 394/693, d1=0.667, d2=0.656 g=0.933 2/2 [==============================] - 0s 13ms/step >2, 395/693, d1=0.681, d2=0.655 g=1.012 2/2 [==============================] - 0s 13ms/step >2, 396/693, d1=0.688, d2=0.645 g=0.911 2/2 [==============================] - 0s 14ms/step >2, 397/693, d1=0.712, d2=0.630 g=0.863 2/2 [==============================] - 0s 12ms/step >2, 398/693, d1=0.680, d2=0.632 g=0.907 2/2 [==============================] - 0s 13ms/step >2, 399/693, d1=0.665, d2=0.643 g=0.831 2/2 [==============================] - 0s 13ms/step >2, 400/693, d1=0.647, d2=0.679 g=0.826 2/2 [==============================] - 0s 12ms/step >2, 401/693, d1=0.671, d2=0.645 g=0.915 2/2 [==============================] - 0s 14ms/step >2, 402/693, d1=0.669, d2=0.643 g=0.883 2/2 [==============================] - 0s 14ms/step >2, 403/693, d1=0.674, d2=0.638 g=0.853 2/2 [==============================] - 0s 12ms/step >2, 404/693, d1=0.658, d2=0.644 g=0.929 2/2 [==============================] - 0s 13ms/step >2, 405/693, d1=0.637, d2=0.640 g=0.947 2/2 [==============================] - 0s 14ms/step >2, 406/693, d1=0.657, d2=0.620 g=0.868 2/2 [==============================] - 0s 12ms/step >2, 407/693, d1=0.688, d2=0.644 g=0.887 2/2 [==============================] - 0s 14ms/step >2, 408/693, d1=0.644, d2=0.683 g=0.852 2/2 [==============================] - 0s 14ms/step >2, 409/693, d1=0.642, d2=0.675 g=0.862 2/2 [==============================] - 0s 13ms/step >2, 410/693, d1=0.739, d2=0.625 g=0.867 2/2 [==============================] - 0s 13ms/step >2, 411/693, d1=0.655, d2=0.630 g=0.983 2/2 [==============================] - 0s 14ms/step >2, 412/693, d1=0.689, d2=0.593 g=0.924 2/2 [==============================] - 0s 12ms/step >2, 413/693, d1=0.678, d2=0.587 g=0.893 2/2 [==============================] - 0s 13ms/step >2, 414/693, d1=0.664, d2=0.667 g=0.977 2/2 [==============================] - 0s 13ms/step >2, 415/693, d1=0.685, d2=0.624 g=0.956 2/2 [==============================] - 0s 14ms/step >2, 416/693, d1=0.688, d2=0.625 g=0.872 2/2 [==============================] - 0s 14ms/step >2, 417/693, d1=0.670, d2=0.659 g=0.894 2/2 [==============================] - 0s 13ms/step >2, 418/693, d1=0.656, d2=0.637 g=0.905 2/2 [==============================] - 0s 14ms/step >2, 419/693, d1=0.695, d2=0.617 g=0.886 2/2 [==============================] - 0s 13ms/step >2, 420/693, d1=0.664, d2=0.665 g=0.826 2/2 [==============================] - 0s 12ms/step >2, 421/693, d1=0.643, d2=0.646 g=0.836 2/2 [==============================] - 0s 13ms/step >2, 422/693, d1=0.614, d2=0.651 g=0.860 2/2 [==============================] - 0s 12ms/step >2, 423/693, d1=0.670, d2=0.692 g=0.964 2/2 [==============================] - 0s 14ms/step >2, 424/693, d1=0.654, d2=0.687 g=0.966 2/2 [==============================] - 0s 12ms/step >2, 425/693, d1=0.645, d2=0.637 g=0.822 2/2 [==============================] - 0s 13ms/step >2, 426/693, d1=0.655, d2=0.661 g=0.856 2/2 [==============================] - 0s 14ms/step >2, 427/693, d1=0.605, d2=0.653 g=0.816 2/2 [==============================] - 0s 13ms/step >2, 428/693, d1=0.622, d2=0.667 g=0.918 2/2 [==============================] - 0s 13ms/step >2, 429/693, d1=0.657, d2=0.671 g=0.896 2/2 [==============================] - 0s 12ms/step >2, 430/693, d1=0.662, d2=0.610 g=0.930 2/2 [==============================] - 0s 15ms/step >2, 431/693, d1=0.670, d2=0.665 g=0.887 2/2 [==============================] - 0s 12ms/step >2, 432/693, d1=0.643, d2=0.604 g=0.864 2/2 [==============================] - 0s 14ms/step >2, 433/693, d1=0.657, d2=0.627 g=0.967 2/2 [==============================] - 0s 11ms/step >2, 434/693, d1=0.672, d2=0.618 g=0.928 2/2 [==============================] - 0s 13ms/step >2, 435/693, d1=0.621, d2=0.667 g=0.894 2/2 [==============================] - 0s 13ms/step >2, 436/693, d1=0.639, d2=0.654 g=0.897 2/2 [==============================] - 0s 13ms/step >2, 437/693, d1=0.687, d2=0.669 g=0.892 2/2 [==============================] - 0s 12ms/step >2, 438/693, d1=0.677, d2=0.641 g=0.947 2/2 [==============================] - 0s 13ms/step >2, 439/693, d1=0.661, d2=0.665 g=0.930 2/2 [==============================] - 0s 13ms/step >2, 440/693, d1=0.645, d2=0.615 g=0.979 2/2 [==============================] - 0s 14ms/step >2, 441/693, d1=0.673, d2=0.679 g=0.824 2/2 [==============================] - 0s 12ms/step >2, 442/693, d1=0.684, d2=0.618 g=0.921 2/2 [==============================] - 0s 13ms/step >2, 443/693, d1=0.674, d2=0.690 g=0.876 2/2 [==============================] - 0s 12ms/step >2, 444/693, d1=0.655, d2=0.651 g=0.864 2/2 [==============================] - 0s 13ms/step >2, 445/693, d1=0.646, d2=0.677 g=0.921 2/2 [==============================] - 0s 11ms/step >2, 446/693, d1=0.667, d2=0.679 g=0.910 2/2 [==============================] - 0s 13ms/step >2, 447/693, d1=0.634, d2=0.666 g=0.851 2/2 [==============================] - 0s 13ms/step >2, 448/693, d1=0.655, d2=0.673 g=0.871 2/2 [==============================] - 0s 14ms/step >2, 449/693, d1=0.673, d2=0.692 g=0.954 2/2 [==============================] - 0s 13ms/step >2, 450/693, d1=0.646, d2=0.683 g=0.966 2/2 [==============================] - 0s 12ms/step >2, 451/693, d1=0.649, d2=0.647 g=0.887 2/2 [==============================] - 0s 14ms/step >2, 452/693, d1=0.694, d2=0.658 g=0.942 2/2 [==============================] - 0s 14ms/step >2, 453/693, d1=0.706, d2=0.668 g=0.881 2/2 [==============================] - 0s 13ms/step >2, 454/693, d1=0.661, d2=0.627 g=0.998 2/2 [==============================] - 0s 13ms/step >2, 455/693, d1=0.688, d2=0.670 g=0.880 2/2 [==============================] - 0s 12ms/step >2, 456/693, d1=0.650, d2=0.674 g=0.826 2/2 [==============================] - 0s 13ms/step >2, 457/693, d1=0.633, d2=0.637 g=0.902 2/2 [==============================] - 0s 13ms/step >2, 458/693, d1=0.649, d2=0.625 g=0.913 2/2 [==============================] - 0s 13ms/step >2, 459/693, d1=0.664, d2=0.647 g=1.090 2/2 [==============================] - 0s 13ms/step >2, 460/693, d1=0.660, d2=0.619 g=0.970 2/2 [==============================] - 0s 13ms/step >2, 461/693, d1=0.675, d2=0.613 g=0.895 2/2 [==============================] - 0s 14ms/step >2, 462/693, d1=0.695, d2=0.632 g=0.983 2/2 [==============================] - 0s 13ms/step >2, 463/693, d1=0.687, d2=0.696 g=0.989 2/2 [==============================] - 0s 14ms/step >2, 464/693, d1=0.679, d2=0.672 g=0.962 2/2 [==============================] - 0s 13ms/step >2, 465/693, d1=0.649, d2=0.631 g=0.911 2/2 [==============================] - 0s 13ms/step >2, 466/693, d1=0.701, d2=0.602 g=0.925 2/2 [==============================] - 0s 12ms/step >2, 467/693, d1=0.642, d2=0.691 g=0.921 2/2 [==============================] - 0s 13ms/step >2, 468/693, d1=0.612, d2=0.618 g=0.831 2/2 [==============================] - 0s 13ms/step >2, 469/693, d1=0.633, d2=0.670 g=0.912 2/2 [==============================] - 0s 13ms/step >2, 470/693, d1=0.638, d2=0.635 g=0.894 2/2 [==============================] - 0s 12ms/step >2, 471/693, d1=0.640, d2=0.641 g=0.876 2/2 [==============================] - 0s 13ms/step >2, 472/693, d1=0.654, d2=0.631 g=0.995 2/2 [==============================] - 0s 12ms/step >2, 473/693, d1=0.646, d2=0.650 g=0.950 2/2 [==============================] - 0s 12ms/step >2, 474/693, d1=0.656, d2=0.622 g=1.044 2/2 [==============================] - 0s 14ms/step >2, 475/693, d1=0.628, d2=0.678 g=1.009 2/2 [==============================] - 0s 12ms/step >2, 476/693, d1=0.646, d2=0.635 g=0.977 2/2 [==============================] - 0s 13ms/step >2, 477/693, d1=0.661, d2=0.601 g=0.876 2/2 [==============================] - 0s 13ms/step >2, 478/693, d1=0.647, d2=0.602 g=0.917 2/2 [==============================] - 0s 14ms/step >2, 479/693, d1=0.640, d2=0.636 g=1.004 2/2 [==============================] - 0s 13ms/step >2, 480/693, d1=0.681, d2=0.631 g=0.940 2/2 [==============================] - 0s 13ms/step >2, 481/693, d1=0.684, d2=0.622 g=0.999 2/2 [==============================] - 0s 12ms/step >2, 482/693, d1=0.674, d2=0.663 g=1.035 2/2 [==============================] - 0s 13ms/step >2, 483/693, d1=0.634, d2=0.632 g=0.993 2/2 [==============================] - 0s 14ms/step >2, 484/693, d1=0.652, d2=0.663 g=0.883 2/2 [==============================] - 0s 13ms/step >2, 485/693, d1=0.679, d2=0.622 g=1.006 2/2 [==============================] - 0s 12ms/step >2, 486/693, d1=0.636, d2=0.590 g=1.019 2/2 [==============================] - 0s 11ms/step >2, 487/693, d1=0.656, d2=0.647 g=0.871 2/2 [==============================] - 0s 14ms/step >2, 488/693, d1=0.674, d2=0.656 g=1.022 2/2 [==============================] - 0s 13ms/step >2, 489/693, d1=0.615, d2=0.729 g=0.902 2/2 [==============================] - 0s 13ms/step >2, 490/693, d1=0.650, d2=0.666 g=0.918 2/2 [==============================] - 0s 11ms/step >2, 491/693, d1=0.657, d2=0.619 g=0.956 2/2 [==============================] - 0s 12ms/step >2, 492/693, d1=0.657, d2=0.614 g=0.970 2/2 [==============================] - 0s 13ms/step >2, 493/693, d1=0.645, d2=0.610 g=0.948 2/2 [==============================] - 0s 13ms/step >2, 494/693, d1=0.675, d2=0.584 g=1.031 2/2 [==============================] - 0s 12ms/step >2, 495/693, d1=0.674, d2=0.630 g=0.918 2/2 [==============================] - 0s 13ms/step >2, 496/693, d1=0.677, d2=0.661 g=1.018 2/2 [==============================] - 0s 14ms/step >2, 497/693, d1=0.687, d2=0.675 g=0.984 2/2 [==============================] - 0s 12ms/step >2, 498/693, d1=0.609, d2=0.640 g=0.939 2/2 [==============================] - 0s 13ms/step >2, 499/693, d1=0.643, d2=0.616 g=0.989 2/2 [==============================] - 0s 12ms/step >2, 500/693, d1=0.625, d2=0.615 g=0.988 2/2 [==============================] - 0s 13ms/step >2, 501/693, d1=0.639, d2=0.644 g=0.927 2/2 [==============================] - 0s 13ms/step >2, 502/693, d1=0.661, d2=0.691 g=1.053 2/2 [==============================] - 0s 12ms/step >2, 503/693, d1=0.626, d2=0.639 g=1.054 2/2 [==============================] - 0s 13ms/step >2, 504/693, d1=0.629, d2=0.627 g=0.936 2/2 [==============================] - 0s 12ms/step >2, 505/693, d1=0.643, d2=0.575 g=0.971 2/2 [==============================] - 0s 11ms/step >2, 506/693, d1=0.664, d2=0.651 g=0.946 2/2 [==============================] - 0s 12ms/step >2, 507/693, d1=0.625, d2=0.640 g=0.988 2/2 [==============================] - 0s 12ms/step >2, 508/693, d1=0.682, d2=0.711 g=0.960 2/2 [==============================] - 0s 13ms/step >2, 509/693, d1=0.654, d2=0.677 g=0.931 2/2 [==============================] - 0s 13ms/step >2, 510/693, d1=0.614, d2=0.616 g=1.012 2/2 [==============================] - 0s 12ms/step >2, 511/693, d1=0.642, d2=0.622 g=1.047 2/2 [==============================] - 0s 13ms/step >2, 512/693, d1=0.643, d2=0.664 g=0.974 2/2 [==============================] - 0s 12ms/step >2, 513/693, d1=0.674, d2=0.625 g=1.022 2/2 [==============================] - 0s 13ms/step >2, 514/693, d1=0.668, d2=0.631 g=0.985 2/2 [==============================] - 0s 14ms/step >2, 515/693, d1=0.729, d2=0.584 g=1.058 2/2 [==============================] - 0s 13ms/step >2, 516/693, d1=0.641, d2=0.612 g=0.856 2/2 [==============================] - 0s 14ms/step >2, 517/693, d1=0.667, d2=0.645 g=0.901 2/2 [==============================] - 0s 13ms/step >2, 518/693, d1=0.635, d2=0.685 g=0.888 2/2 [==============================] - 0s 12ms/step >2, 519/693, d1=0.651, d2=0.679 g=0.917 2/2 [==============================] - 0s 13ms/step >2, 520/693, d1=0.649, d2=0.607 g=1.067 2/2 [==============================] - 0s 14ms/step >2, 521/693, d1=0.640, d2=0.645 g=0.961 2/2 [==============================] - 0s 14ms/step >2, 522/693, d1=0.637, d2=0.666 g=0.926 2/2 [==============================] - 0s 14ms/step >2, 523/693, d1=0.633, d2=0.625 g=0.902 2/2 [==============================] - 0s 11ms/step >2, 524/693, d1=0.612, d2=0.676 g=0.846 2/2 [==============================] - 0s 13ms/step >2, 525/693, d1=0.615, d2=0.662 g=0.974 2/2 [==============================] - 0s 13ms/step >2, 526/693, d1=0.643, d2=0.668 g=1.003 2/2 [==============================] - 0s 12ms/step >2, 527/693, d1=0.638, d2=0.630 g=0.948 2/2 [==============================] - 0s 13ms/step >2, 528/693, d1=0.647, d2=0.573 g=1.086 2/2 [==============================] - 0s 14ms/step >2, 529/693, d1=0.683, d2=0.667 g=0.891 2/2 [==============================] - 0s 12ms/step >2, 530/693, d1=0.663, d2=0.662 g=1.038 2/2 [==============================] - 0s 13ms/step >2, 531/693, d1=0.631, d2=0.596 g=0.915 2/2 [==============================] - 0s 13ms/step >2, 532/693, d1=0.614, d2=0.664 g=0.923 2/2 [==============================] - 0s 13ms/step >2, 533/693, d1=0.634, d2=0.644 g=1.046 2/2 [==============================] - 0s 12ms/step >2, 534/693, d1=0.663, d2=0.586 g=0.944 2/2 [==============================] - 0s 11ms/step >2, 535/693, d1=0.634, d2=0.609 g=1.016 2/2 [==============================] - 0s 13ms/step >2, 536/693, d1=0.614, d2=0.668 g=1.001 2/2 [==============================] - 0s 13ms/step >2, 537/693, d1=0.647, d2=0.634 g=0.973 2/2 [==============================] - 0s 12ms/step >2, 538/693, d1=0.673, d2=0.584 g=1.051 2/2 [==============================] - 0s 13ms/step >2, 539/693, d1=0.624, d2=0.644 g=1.004 2/2 [==============================] - 0s 12ms/step >2, 540/693, d1=0.650, d2=0.652 g=0.959 2/2 [==============================] - 0s 15ms/step >2, 541/693, d1=0.660, d2=0.634 g=0.985 2/2 [==============================] - 0s 14ms/step >2, 542/693, d1=0.629, d2=0.658 g=0.963 2/2 [==============================] - 0s 13ms/step >2, 543/693, d1=0.653, d2=0.595 g=1.092 2/2 [==============================] - 0s 13ms/step >2, 544/693, d1=0.612, d2=0.638 g=0.966 2/2 [==============================] - 0s 14ms/step >2, 545/693, d1=0.604, d2=0.679 g=0.978 2/2 [==============================] - 0s 13ms/step >2, 546/693, d1=0.631, d2=0.609 g=1.125 2/2 [==============================] - 0s 14ms/step >2, 547/693, d1=0.619, d2=0.636 g=0.968 2/2 [==============================] - 0s 13ms/step >2, 548/693, d1=0.609, d2=0.682 g=0.928 2/2 [==============================] - 0s 14ms/step >2, 549/693, d1=0.671, d2=0.630 g=1.001 2/2 [==============================] - 0s 13ms/step >2, 550/693, d1=0.650, d2=0.606 g=1.043 2/2 [==============================] - 0s 13ms/step >2, 551/693, d1=0.660, d2=0.614 g=0.868 2/2 [==============================] - 0s 13ms/step >2, 552/693, d1=0.672, d2=0.666 g=0.979 2/2 [==============================] - 0s 13ms/step >2, 553/693, d1=0.641, d2=0.635 g=0.940 2/2 [==============================] - 0s 13ms/step >2, 554/693, d1=0.647, d2=0.625 g=1.126 2/2 [==============================] - 0s 14ms/step >2, 555/693, d1=0.639, d2=0.657 g=1.078 2/2 [==============================] - 0s 14ms/step >2, 556/693, d1=0.631, d2=0.635 g=0.904 2/2 [==============================] - 0s 13ms/step >2, 557/693, d1=0.637, d2=0.613 g=1.074 2/2 [==============================] - 0s 15ms/step >2, 558/693, d1=0.657, d2=0.652 g=1.031 2/2 [==============================] - 0s 14ms/step >2, 559/693, d1=0.606, d2=0.666 g=0.955 2/2 [==============================] - 0s 13ms/step >2, 560/693, d1=0.599, d2=0.663 g=0.973 2/2 [==============================] - 0s 15ms/step >2, 561/693, d1=0.678, d2=0.624 g=0.934 2/2 [==============================] - 0s 12ms/step >2, 562/693, d1=0.639, d2=0.600 g=0.883 2/2 [==============================] - 0s 13ms/step >2, 563/693, d1=0.605, d2=0.630 g=1.195 2/2 [==============================] - 0s 14ms/step >2, 564/693, d1=0.628, d2=0.655 g=1.048 2/2 [==============================] - 0s 14ms/step >2, 565/693, d1=0.616, d2=0.655 g=1.131 2/2 [==============================] - 0s 14ms/step >2, 566/693, d1=0.663, d2=0.629 g=1.024 2/2 [==============================] - 0s 14ms/step >2, 567/693, d1=0.706, d2=0.579 g=1.033 2/2 [==============================] - 0s 15ms/step >2, 568/693, d1=0.646, d2=0.671 g=0.999 2/2 [==============================] - 0s 13ms/step >2, 569/693, d1=0.653, d2=0.663 g=0.910 2/2 [==============================] - 0s 14ms/step >2, 570/693, d1=0.600, d2=0.604 g=1.195 2/2 [==============================] - 0s 13ms/step >2, 571/693, d1=0.644, d2=0.669 g=1.044 2/2 [==============================] - 0s 14ms/step >2, 572/693, d1=0.604, d2=0.630 g=0.983 2/2 [==============================] - 0s 12ms/step >2, 573/693, d1=0.624, d2=0.629 g=0.903 2/2 [==============================] - 0s 15ms/step >2, 574/693, d1=0.613, d2=0.650 g=1.071 2/2 [==============================] - 0s 14ms/step >2, 575/693, d1=0.564, d2=0.624 g=1.007 2/2 [==============================] - 0s 13ms/step >2, 576/693, d1=0.634, d2=0.635 g=0.863 2/2 [==============================] - 0s 13ms/step >2, 577/693, d1=0.593, d2=0.617 g=0.914 2/2 [==============================] - 0s 14ms/step >2, 578/693, d1=0.620, d2=0.628 g=1.282 2/2 [==============================] - 0s 13ms/step >2, 579/693, d1=0.641, d2=0.642 g=1.055 2/2 [==============================] - 0s 14ms/step >2, 580/693, d1=0.611, d2=0.643 g=1.010 2/2 [==============================] - 0s 13ms/step >2, 581/693, d1=0.595, d2=0.644 g=0.970 2/2 [==============================] - 0s 13ms/step >2, 582/693, d1=0.629, d2=0.615 g=1.015 2/2 [==============================] - 0s 14ms/step >2, 583/693, d1=0.586, d2=0.631 g=1.105 2/2 [==============================] - 0s 14ms/step >2, 584/693, d1=0.596, d2=0.649 g=1.101 2/2 [==============================] - 0s 13ms/step >2, 585/693, d1=0.590, d2=0.597 g=1.047 2/2 [==============================] - 0s 14ms/step >2, 586/693, d1=0.565, d2=0.631 g=1.101 2/2 [==============================] - 0s 13ms/step >2, 587/693, d1=0.554, d2=0.625 g=1.262 2/2 [==============================] - 0s 14ms/step >2, 588/693, d1=0.681, d2=0.617 g=1.166 2/2 [==============================] - 0s 14ms/step >2, 589/693, d1=0.645, d2=0.607 g=1.147 2/2 [==============================] - 0s 13ms/step >2, 590/693, d1=0.613, d2=0.639 g=1.129 2/2 [==============================] - 0s 14ms/step >2, 591/693, d1=0.572, d2=0.697 g=1.170 2/2 [==============================] - 0s 14ms/step >2, 592/693, d1=0.583, d2=0.578 g=1.130 2/2 [==============================] - 0s 13ms/step >2, 593/693, d1=0.597, d2=0.637 g=1.144 2/2 [==============================] - 0s 15ms/step >2, 594/693, d1=0.666, d2=0.647 g=1.074 2/2 [==============================] - 0s 13ms/step >2, 595/693, d1=0.590, d2=0.639 g=1.061 2/2 [==============================] - 0s 14ms/step >2, 596/693, d1=0.689, d2=0.616 g=1.144 2/2 [==============================] - 0s 14ms/step >2, 597/693, d1=0.623, d2=0.656 g=1.032 2/2 [==============================] - 0s 13ms/step >2, 598/693, d1=0.608, d2=0.624 g=1.054 2/2 [==============================] - 0s 14ms/step >2, 599/693, d1=0.647, d2=0.671 g=1.228 2/2 [==============================] - 0s 14ms/step >2, 600/693, d1=0.626, d2=0.648 g=1.066 2/2 [==============================] - 0s 14ms/step >2, 601/693, d1=0.676, d2=0.659 g=1.314 2/2 [==============================] - 0s 14ms/step >2, 602/693, d1=0.632, d2=0.632 g=1.176 2/2 [==============================] - 0s 14ms/step >2, 603/693, d1=0.608, d2=0.653 g=1.219 2/2 [==============================] - 0s 13ms/step >2, 604/693, d1=0.635, d2=0.585 g=1.081 2/2 [==============================] - 0s 14ms/step >2, 605/693, d1=0.671, d2=0.561 g=1.146 2/2 [==============================] - 0s 15ms/step >2, 606/693, d1=0.626, d2=0.664 g=1.010 2/2 [==============================] - 0s 12ms/step >2, 607/693, d1=0.575, d2=0.661 g=1.167 2/2 [==============================] - 0s 14ms/step >2, 608/693, d1=0.636, d2=0.623 g=1.112 2/2 [==============================] - 0s 14ms/step >2, 609/693, d1=0.615, d2=0.638 g=1.071 2/2 [==============================] - 0s 13ms/step >2, 610/693, d1=0.617, d2=0.620 g=1.021 2/2 [==============================] - 0s 14ms/step >2, 611/693, d1=0.568, d2=0.698 g=1.084 2/2 [==============================] - 0s 14ms/step >2, 612/693, d1=0.602, d2=0.602 g=1.180 2/2 [==============================] - 0s 13ms/step >2, 613/693, d1=0.637, d2=0.592 g=1.008 2/2 [==============================] - 0s 13ms/step >2, 614/693, d1=0.641, d2=0.638 g=1.146 2/2 [==============================] - 0s 14ms/step >2, 615/693, d1=0.628, d2=0.609 g=1.018 2/2 [==============================] - 0s 14ms/step >2, 616/693, d1=0.636, d2=0.548 g=1.002 2/2 [==============================] - 0s 13ms/step >2, 617/693, d1=0.580, d2=0.673 g=1.145 2/2 [==============================] - 0s 14ms/step >2, 618/693, d1=0.594, d2=0.635 g=1.363 2/2 [==============================] - 0s 14ms/step >2, 619/693, d1=0.633, d2=0.638 g=1.194 2/2 [==============================] - 0s 13ms/step >2, 620/693, d1=0.594, d2=0.650 g=1.211 2/2 [==============================] - 0s 14ms/step >2, 621/693, d1=0.618, d2=0.641 g=1.147 2/2 [==============================] - 0s 14ms/step >2, 622/693, d1=0.616, d2=0.634 g=0.968 2/2 [==============================] - 0s 14ms/step >2, 623/693, d1=0.606, d2=0.682 g=1.065 2/2 [==============================] - 0s 15ms/step >2, 624/693, d1=0.631, d2=0.642 g=1.202 2/2 [==============================] - 0s 14ms/step >2, 625/693, d1=0.668, d2=0.636 g=1.054 2/2 [==============================] - 0s 14ms/step >2, 626/693, d1=0.600, d2=0.609 g=1.106 2/2 [==============================] - 0s 13ms/step >2, 627/693, d1=0.600, d2=0.558 g=1.074 2/2 [==============================] - 0s 14ms/step >2, 628/693, d1=0.610, d2=0.591 g=1.073 2/2 [==============================] - 0s 15ms/step >2, 629/693, d1=0.623, d2=0.674 g=1.175 2/2 [==============================] - 0s 14ms/step >2, 630/693, d1=0.610, d2=0.583 g=1.259 2/2 [==============================] - 0s 13ms/step >2, 631/693, d1=0.614, d2=0.622 g=0.999 2/2 [==============================] - 0s 15ms/step >2, 632/693, d1=0.620, d2=0.588 g=1.340 2/2 [==============================] - 0s 14ms/step >2, 633/693, d1=0.634, d2=0.690 g=0.992 2/2 [==============================] - 0s 14ms/step >2, 634/693, d1=0.598, d2=0.639 g=1.271 2/2 [==============================] - 0s 13ms/step >2, 635/693, d1=0.568, d2=0.671 g=0.976 2/2 [==============================] - 0s 14ms/step >2, 636/693, d1=0.641, d2=0.656 g=0.985 2/2 [==============================] - 0s 15ms/step >2, 637/693, d1=0.639, d2=0.638 g=1.087 2/2 [==============================] - 0s 14ms/step >2, 638/693, d1=0.603, d2=0.670 g=1.077 2/2 [==============================] - 0s 14ms/step >2, 639/693, d1=0.614, d2=0.595 g=1.271 2/2 [==============================] - 0s 14ms/step >2, 640/693, d1=0.621, d2=0.554 g=1.123 2/2 [==============================] - 0s 14ms/step >2, 641/693, d1=0.672, d2=0.643 g=1.115 2/2 [==============================] - 0s 14ms/step >2, 642/693, d1=0.574, d2=0.590 g=1.053 2/2 [==============================] - 0s 14ms/step >2, 643/693, d1=0.634, d2=0.611 g=1.188 2/2 [==============================] - 0s 15ms/step >2, 644/693, d1=0.633, d2=0.633 g=1.265 2/2 [==============================] - 0s 14ms/step >2, 645/693, d1=0.567, d2=0.615 g=1.123 2/2 [==============================] - 0s 13ms/step >2, 646/693, d1=0.656, d2=0.653 g=1.107 2/2 [==============================] - 0s 14ms/step >2, 647/693, d1=0.642, d2=0.668 g=1.717 2/2 [==============================] - 0s 14ms/step >2, 648/693, d1=0.562, d2=0.625 g=1.078 2/2 [==============================] - 0s 13ms/step >2, 649/693, d1=0.595, d2=0.586 g=1.187 2/2 [==============================] - 0s 11ms/step >2, 650/693, d1=0.556, d2=0.573 g=1.266 2/2 [==============================] - 0s 13ms/step >2, 651/693, d1=0.632, d2=0.539 g=1.080 2/2 [==============================] - 0s 14ms/step >2, 652/693, d1=0.579, d2=0.678 g=1.167 2/2 [==============================] - 0s 14ms/step >2, 653/693, d1=0.586, d2=0.586 g=1.190 2/2 [==============================] - 0s 14ms/step >2, 654/693, d1=0.622, d2=0.608 g=1.329 2/2 [==============================] - 0s 14ms/step >2, 655/693, d1=0.598, d2=0.549 g=1.359 2/2 [==============================] - 0s 14ms/step >2, 656/693, d1=0.623, d2=0.603 g=1.323 2/2 [==============================] - 0s 14ms/step >2, 657/693, d1=0.612, d2=0.618 g=1.420 2/2 [==============================] - 0s 13ms/step >2, 658/693, d1=0.623, d2=0.583 g=0.942 2/2 [==============================] - 0s 13ms/step >2, 659/693, d1=0.584, d2=0.668 g=1.113 2/2 [==============================] - 0s 13ms/step >2, 660/693, d1=0.553, d2=0.687 g=1.280 2/2 [==============================] - 0s 13ms/step >2, 661/693, d1=0.567, d2=0.631 g=1.672 2/2 [==============================] - 0s 12ms/step >2, 662/693, d1=0.616, d2=0.579 g=1.011 2/2 [==============================] - 0s 12ms/step >2, 663/693, d1=0.583, d2=0.689 g=1.335 2/2 [==============================] - 0s 13ms/step >2, 664/693, d1=0.593, d2=0.672 g=1.166 2/2 [==============================] - 0s 14ms/step >2, 665/693, d1=0.573, d2=0.627 g=1.145 2/2 [==============================] - 0s 11ms/step >2, 666/693, d1=0.602, d2=0.642 g=1.351 2/2 [==============================] - 0s 13ms/step >2, 667/693, d1=0.599, d2=0.534 g=1.126 2/2 [==============================] - 0s 13ms/step >2, 668/693, d1=0.668, d2=0.605 g=1.383 2/2 [==============================] - 0s 15ms/step >2, 669/693, d1=0.589, d2=0.616 g=1.062 2/2 [==============================] - 0s 13ms/step >2, 670/693, d1=0.648, d2=0.722 g=0.989 2/2 [==============================] - 0s 14ms/step >2, 671/693, d1=0.573, d2=0.622 g=1.032 2/2 [==============================] - 0s 13ms/step >2, 672/693, d1=0.599, d2=0.575 g=1.331 2/2 [==============================] - 0s 14ms/step >2, 673/693, d1=0.554, d2=0.567 g=1.185 2/2 [==============================] - 0s 12ms/step >2, 674/693, d1=0.559, d2=0.665 g=1.045 2/2 [==============================] - 0s 13ms/step >2, 675/693, d1=0.554, d2=0.649 g=1.227 2/2 [==============================] - 0s 12ms/step >2, 676/693, d1=0.614, d2=0.592 g=1.064 2/2 [==============================] - 0s 12ms/step >2, 677/693, d1=0.616, d2=0.641 g=1.085 2/2 [==============================] - 0s 13ms/step >2, 678/693, d1=0.646, d2=0.579 g=1.224 2/2 [==============================] - 0s 13ms/step >2, 679/693, d1=0.599, d2=0.603 g=1.277 2/2 [==============================] - 0s 14ms/step >2, 680/693, d1=0.621, d2=0.540 g=1.164 2/2 [==============================] - 0s 14ms/step >2, 681/693, d1=0.636, d2=0.568 g=1.492 2/2 [==============================] - 0s 12ms/step >2, 682/693, d1=0.572, d2=0.650 g=1.191 2/2 [==============================] - 0s 13ms/step >2, 683/693, d1=0.660, d2=0.657 g=1.275 2/2 [==============================] - 0s 13ms/step >2, 684/693, d1=0.558, d2=0.593 g=1.047 2/2 [==============================] - 0s 12ms/step >2, 685/693, d1=0.612, d2=0.630 g=1.343 2/2 [==============================] - 0s 13ms/step >2, 686/693, d1=0.610, d2=0.570 g=1.331 2/2 [==============================] - 0s 12ms/step >2, 687/693, d1=0.592, d2=0.583 g=1.381 2/2 [==============================] - 0s 14ms/step >2, 688/693, d1=0.630, d2=0.614 g=1.283 2/2 [==============================] - 0s 13ms/step >2, 689/693, d1=0.608, d2=0.671 g=1.131 2/2 [==============================] - 0s 13ms/step >2, 690/693, d1=0.550, d2=0.605 g=1.238 2/2 [==============================] - 0s 14ms/step >2, 691/693, d1=0.625, d2=0.686 g=1.112 2/2 [==============================] - 0s 13ms/step >2, 692/693, d1=0.625, d2=0.590 g=1.199 2/2 [==============================] - 0s 15ms/step >2, 693/693, d1=0.622, d2=0.590 g=1.250 2/2 [==============================] - 0s 13ms/step >3, 1/693, d1=0.683, d2=0.592 g=1.148 2/2 [==============================] - 0s 13ms/step >3, 2/693, d1=0.634, d2=0.643 g=1.145 2/2 [==============================] - 0s 13ms/step >3, 3/693, d1=0.607, d2=0.625 g=1.563 2/2 [==============================] - 0s 12ms/step >3, 4/693, d1=0.595, d2=0.541 g=1.328 2/2 [==============================] - 0s 14ms/step >3, 5/693, d1=0.602, d2=0.663 g=1.311 2/2 [==============================] - 0s 13ms/step >3, 6/693, d1=0.566, d2=0.680 g=1.302 2/2 [==============================] - 0s 14ms/step >3, 7/693, d1=0.591, d2=0.587 g=1.360 2/2 [==============================] - 0s 13ms/step >3, 8/693, d1=0.613, d2=0.667 g=1.372 2/2 [==============================] - 0s 13ms/step >3, 9/693, d1=0.555, d2=0.600 g=1.411 2/2 [==============================] - 0s 13ms/step >3, 10/693, d1=0.636, d2=0.591 g=1.260 2/2 [==============================] - 0s 13ms/step >3, 11/693, d1=0.567, d2=0.542 g=1.183 2/2 [==============================] - 0s 14ms/step >3, 12/693, d1=0.585, d2=0.622 g=1.292 2/2 [==============================] - 0s 11ms/step >3, 13/693, d1=0.585, d2=0.636 g=1.229 2/2 [==============================] - 0s 13ms/step >3, 14/693, d1=0.632, d2=0.670 g=1.254 2/2 [==============================] - 0s 13ms/step >3, 15/693, d1=0.516, d2=0.652 g=1.388 2/2 [==============================] - 0s 11ms/step >3, 16/693, d1=0.598, d2=0.603 g=1.041 2/2 [==============================] - 0s 12ms/step >3, 17/693, d1=0.594, d2=0.569 g=1.252 2/2 [==============================] - 0s 14ms/step >3, 18/693, d1=0.676, d2=0.610 g=1.152 2/2 [==============================] - 0s 14ms/step >3, 19/693, d1=0.549, d2=0.696 g=1.357 2/2 [==============================] - 0s 13ms/step >3, 20/693, d1=0.517, d2=0.650 g=1.131 2/2 [==============================] - 0s 12ms/step >3, 21/693, d1=0.614, d2=0.675 g=1.279 2/2 [==============================] - 0s 13ms/step >3, 22/693, d1=0.586, d2=0.606 g=1.275 2/2 [==============================] - 0s 12ms/step >3, 23/693, d1=0.620, d2=0.640 g=1.179 2/2 [==============================] - 0s 13ms/step >3, 24/693, d1=0.614, d2=0.555 g=1.135 2/2 [==============================] - 0s 12ms/step >3, 25/693, d1=0.513, d2=0.604 g=1.256 2/2 [==============================] - 0s 14ms/step >3, 26/693, d1=0.650, d2=0.659 g=1.332 2/2 [==============================] - 0s 13ms/step >3, 27/693, d1=0.555, d2=0.626 g=1.415 2/2 [==============================] - 0s 13ms/step >3, 28/693, d1=0.611, d2=0.587 g=1.255 2/2 [==============================] - 0s 13ms/step >3, 29/693, d1=0.652, d2=0.675 g=1.337 2/2 [==============================] - 0s 12ms/step >3, 30/693, d1=0.643, d2=0.581 g=1.262 2/2 [==============================] - 0s 12ms/step >3, 31/693, d1=0.572, d2=0.630 g=1.243 2/2 [==============================] - 0s 14ms/step >3, 32/693, d1=0.642, d2=0.579 g=1.348 2/2 [==============================] - 0s 13ms/step >3, 33/693, d1=0.525, d2=0.677 g=1.052 2/2 [==============================] - 0s 13ms/step >3, 34/693, d1=0.555, d2=0.589 g=1.264 2/2 [==============================] - 0s 13ms/step >3, 35/693, d1=0.603, d2=0.640 g=1.114 2/2 [==============================] - 0s 13ms/step >3, 36/693, d1=0.633, d2=0.639 g=1.270 2/2 [==============================] - 0s 14ms/step >3, 37/693, d1=0.606, d2=0.542 g=1.328 2/2 [==============================] - 0s 11ms/step >3, 38/693, d1=0.604, d2=0.631 g=1.077 2/2 [==============================] - 0s 14ms/step >3, 39/693, d1=0.607, d2=0.613 g=1.095 2/2 [==============================] - 0s 13ms/step >3, 40/693, d1=0.607, d2=0.610 g=1.409 2/2 [==============================] - 0s 12ms/step >3, 41/693, d1=0.616, d2=0.647 g=1.199 2/2 [==============================] - 0s 15ms/step >3, 42/693, d1=0.656, d2=0.669 g=1.230 2/2 [==============================] - 0s 13ms/step >3, 43/693, d1=0.659, d2=0.717 g=1.270 2/2 [==============================] - 0s 11ms/step >3, 44/693, d1=0.606, d2=0.653 g=1.325 2/2 [==============================] - 0s 14ms/step >3, 45/693, d1=0.555, d2=0.713 g=1.325 2/2 [==============================] - 0s 13ms/step >3, 46/693, d1=0.695, d2=0.731 g=1.060 2/2 [==============================] - 0s 12ms/step >3, 47/693, d1=0.645, d2=0.676 g=1.433 2/2 [==============================] - 0s 13ms/step >3, 48/693, d1=0.642, d2=0.615 g=1.217 2/2 [==============================] - 0s 13ms/step >3, 49/693, d1=0.646, d2=0.616 g=1.233 2/2 [==============================] - 0s 12ms/step >3, 50/693, d1=0.700, d2=0.624 g=1.007 2/2 [==============================] - 0s 12ms/step >3, 51/693, d1=0.623, d2=0.686 g=1.334 2/2 [==============================] - 0s 14ms/step >3, 52/693, d1=0.665, d2=0.604 g=1.110 2/2 [==============================] - 0s 12ms/step >3, 53/693, d1=0.649, d2=0.661 g=1.367 2/2 [==============================] - 0s 14ms/step >3, 54/693, d1=0.663, d2=0.610 g=1.227 2/2 [==============================] - 0s 14ms/step >3, 55/693, d1=0.581, d2=0.643 g=1.370 2/2 [==============================] - 0s 12ms/step >3, 56/693, d1=0.617, d2=0.664 g=1.119 2/2 [==============================] - 0s 11ms/step >3, 57/693, d1=0.584, d2=0.730 g=1.066 2/2 [==============================] - 0s 14ms/step >3, 58/693, d1=0.590, d2=0.665 g=1.156 2/2 [==============================] - 0s 13ms/step >3, 59/693, d1=0.649, d2=0.566 g=1.182 2/2 [==============================] - 0s 13ms/step >3, 60/693, d1=0.647, d2=0.589 g=1.210 2/2 [==============================] - 0s 13ms/step >3, 61/693, d1=0.609, d2=0.596 g=1.093 2/2 [==============================] - 0s 14ms/step >3, 62/693, d1=0.588, d2=0.625 g=1.285 2/2 [==============================] - 0s 13ms/step >3, 63/693, d1=0.600, d2=0.690 g=1.282 2/2 [==============================] - 0s 12ms/step >3, 64/693, d1=0.602, d2=0.606 g=1.312 2/2 [==============================] - 0s 14ms/step >3, 65/693, d1=0.602, d2=0.605 g=1.172 2/2 [==============================] - 0s 13ms/step >3, 66/693, d1=0.583, d2=0.649 g=1.312 2/2 [==============================] - 0s 14ms/step >3, 67/693, d1=0.658, d2=0.745 g=1.011 2/2 [==============================] - 0s 11ms/step >3, 68/693, d1=0.554, d2=0.584 g=1.165 2/2 [==============================] - 0s 12ms/step >3, 69/693, d1=0.570, d2=0.625 g=1.325 2/2 [==============================] - 0s 14ms/step >3, 70/693, d1=0.596, d2=0.612 g=1.363 2/2 [==============================] - 0s 13ms/step >3, 71/693, d1=0.639, d2=0.578 g=1.359 2/2 [==============================] - 0s 12ms/step >3, 72/693, d1=0.664, d2=0.596 g=1.138 2/2 [==============================] - 0s 13ms/step >3, 73/693, d1=0.669, d2=0.688 g=1.171 2/2 [==============================] - 0s 13ms/step >3, 74/693, d1=0.659, d2=0.606 g=1.349 2/2 [==============================] - 0s 13ms/step >3, 75/693, d1=0.663, d2=0.638 g=1.272 2/2 [==============================] - 0s 14ms/step >3, 76/693, d1=0.619, d2=0.562 g=1.488 2/2 [==============================] - 0s 11ms/step >3, 77/693, d1=0.551, d2=0.731 g=1.233 2/2 [==============================] - 0s 12ms/step >3, 78/693, d1=0.592, d2=0.647 g=1.216 2/2 [==============================] - 0s 14ms/step >3, 79/693, d1=0.542, d2=0.691 g=1.314 2/2 [==============================] - 0s 13ms/step >3, 80/693, d1=0.648, d2=0.589 g=1.409 2/2 [==============================] - 0s 13ms/step >3, 81/693, d1=0.689, d2=0.570 g=1.243 2/2 [==============================] - 0s 13ms/step >3, 82/693, d1=0.671, d2=0.600 g=1.108 2/2 [==============================] - 0s 12ms/step >3, 83/693, d1=0.617, d2=0.776 g=1.123 2/2 [==============================] - 0s 12ms/step >3, 84/693, d1=0.661, d2=0.692 g=1.160 2/2 [==============================] - 0s 14ms/step >3, 85/693, d1=0.584, d2=0.637 g=1.396 2/2 [==============================] - 0s 13ms/step >3, 86/693, d1=0.602, d2=0.579 g=1.587 2/2 [==============================] - 0s 14ms/step >3, 87/693, d1=0.673, d2=0.665 g=1.358 2/2 [==============================] - 0s 13ms/step >3, 88/693, d1=0.661, d2=0.614 g=1.201 2/2 [==============================] - 0s 13ms/step >3, 89/693, d1=0.637, d2=0.673 g=1.302 2/2 [==============================] - 0s 12ms/step >3, 90/693, d1=0.550, d2=0.639 g=0.967 2/2 [==============================] - 0s 13ms/step >3, 91/693, d1=0.609, d2=0.592 g=1.284 2/2 [==============================] - 0s 14ms/step >3, 92/693, d1=0.567, d2=0.568 g=0.996 2/2 [==============================] - 0s 13ms/step >3, 93/693, d1=0.642, d2=0.629 g=1.285 2/2 [==============================] - 0s 11ms/step >3, 94/693, d1=0.586, d2=0.627 g=1.191 2/2 [==============================] - 0s 13ms/step >3, 95/693, d1=0.668, d2=0.653 g=1.030 2/2 [==============================] - 0s 13ms/step >3, 96/693, d1=0.685, d2=0.605 g=1.113 2/2 [==============================] - 0s 13ms/step >3, 97/693, d1=0.582, d2=0.668 g=1.248 2/2 [==============================] - 0s 13ms/step >3, 98/693, d1=0.641, d2=0.613 g=1.461 2/2 [==============================] - 0s 12ms/step >3, 99/693, d1=0.601, d2=0.525 g=1.190 2/2 [==============================] - 0s 12ms/step >3, 100/693, d1=0.643, d2=0.672 g=0.996 2/2 [==============================] - 0s 12ms/step >3, 101/693, d1=0.621, d2=0.668 g=1.112 2/2 [==============================] - 0s 14ms/step >3, 102/693, d1=0.629, d2=0.606 g=1.242 2/2 [==============================] - 0s 13ms/step >3, 103/693, d1=0.642, d2=0.671 g=1.222 2/2 [==============================] - 0s 14ms/step >3, 104/693, d1=0.675, d2=0.615 g=1.252 2/2 [==============================] - 0s 13ms/step >3, 105/693, d1=0.564, d2=0.584 g=1.129 2/2 [==============================] - 0s 14ms/step >3, 106/693, d1=0.653, d2=0.672 g=1.103 2/2 [==============================] - 0s 12ms/step >3, 107/693, d1=0.728, d2=0.664 g=1.093 2/2 [==============================] - 0s 13ms/step >3, 108/693, d1=0.522, d2=0.712 g=1.227 2/2 [==============================] - 0s 13ms/step >3, 109/693, d1=0.598, d2=0.596 g=1.366 2/2 [==============================] - 0s 13ms/step >3, 110/693, d1=0.661, d2=0.600 g=1.178 2/2 [==============================] - 0s 13ms/step >3, 111/693, d1=0.655, d2=0.650 g=1.249 2/2 [==============================] - 0s 13ms/step >3, 112/693, d1=0.600, d2=0.672 g=1.299 2/2 [==============================] - 0s 13ms/step >3, 113/693, d1=0.643, d2=0.652 g=1.159 2/2 [==============================] - 0s 12ms/step >3, 114/693, d1=0.680, d2=0.624 g=1.294 2/2 [==============================] - 0s 12ms/step >3, 115/693, d1=0.602, d2=0.593 g=1.216 2/2 [==============================] - 0s 12ms/step >3, 116/693, d1=0.647, d2=0.500 g=1.275 2/2 [==============================] - 0s 12ms/step >3, 117/693, d1=0.666, d2=0.632 g=1.095 2/2 [==============================] - 0s 11ms/step >3, 118/693, d1=0.596, d2=0.633 g=0.977 2/2 [==============================] - 0s 14ms/step >3, 119/693, d1=0.646, d2=0.574 g=1.169 2/2 [==============================] - 0s 15ms/step >3, 120/693, d1=0.611, d2=0.641 g=1.117 2/2 [==============================] - 0s 12ms/step >3, 121/693, d1=0.619, d2=0.645 g=1.280 2/2 [==============================] - 0s 13ms/step >3, 122/693, d1=0.596, d2=0.585 g=1.344 2/2 [==============================] - 0s 12ms/step >3, 123/693, d1=0.583, d2=0.624 g=1.090 2/2 [==============================] - 0s 14ms/step >3, 124/693, d1=0.603, d2=0.692 g=1.246 2/2 [==============================] - 0s 13ms/step >3, 125/693, d1=0.657, d2=0.623 g=1.280 2/2 [==============================] - 0s 12ms/step >3, 126/693, d1=0.607, d2=0.641 g=1.221 2/2 [==============================] - 0s 13ms/step >3, 127/693, d1=0.656, d2=0.598 g=1.150 2/2 [==============================] - 0s 13ms/step >3, 128/693, d1=0.681, d2=0.577 g=1.252 2/2 [==============================] - 0s 12ms/step >3, 129/693, d1=0.578, d2=0.546 g=1.266 2/2 [==============================] - 0s 14ms/step >3, 130/693, d1=0.607, d2=0.662 g=1.085 2/2 [==============================] - 0s 13ms/step >3, 131/693, d1=0.624, d2=0.666 g=0.958 2/2 [==============================] - 0s 12ms/step >3, 132/693, d1=0.633, d2=0.591 g=1.139 2/2 [==============================] - 0s 14ms/step >3, 133/693, d1=0.605, d2=0.677 g=1.076 2/2 [==============================] - 0s 14ms/step >3, 134/693, d1=0.594, d2=0.689 g=1.144 2/2 [==============================] - 0s 15ms/step >3, 135/693, d1=0.630, d2=0.679 g=1.114 2/2 [==============================] - 0s 13ms/step >3, 136/693, d1=0.664, d2=0.686 g=1.418 2/2 [==============================] - 0s 13ms/step >3, 137/693, d1=0.606, d2=0.623 g=1.218 2/2 [==============================] - 0s 13ms/step >3, 138/693, d1=0.654, d2=0.638 g=1.104 2/2 [==============================] - 0s 13ms/step >3, 139/693, d1=0.628, d2=0.574 g=1.159 2/2 [==============================] - 0s 15ms/step >3, 140/693, d1=0.693, d2=0.614 g=1.268 2/2 [==============================] - 0s 12ms/step >3, 141/693, d1=0.629, d2=0.614 g=1.286 2/2 [==============================] - 0s 11ms/step >3, 142/693, d1=0.636, d2=0.574 g=1.266 2/2 [==============================] - 0s 13ms/step >3, 143/693, d1=0.632, d2=0.613 g=1.246 2/2 [==============================] - 0s 12ms/step >3, 144/693, d1=0.638, d2=0.637 g=1.165 2/2 [==============================] - 0s 11ms/step >3, 145/693, d1=0.666, d2=0.686 g=1.182 2/2 [==============================] - 0s 13ms/step >3, 146/693, d1=0.614, d2=0.645 g=1.437 2/2 [==============================] - 0s 14ms/step >3, 147/693, d1=0.632, d2=0.568 g=1.296 2/2 [==============================] - 0s 13ms/step >3, 148/693, d1=0.651, d2=0.586 g=1.115 2/2 [==============================] - 0s 14ms/step >3, 149/693, d1=0.654, d2=0.640 g=1.128 2/2 [==============================] - 0s 14ms/step >3, 150/693, d1=0.634, d2=0.657 g=1.186 2/2 [==============================] - 0s 14ms/step >3, 151/693, d1=0.632, d2=0.667 g=1.001 2/2 [==============================] - 0s 14ms/step >3, 152/693, d1=0.623, d2=0.641 g=1.024 2/2 [==============================] - 0s 13ms/step >3, 153/693, d1=0.634, d2=0.643 g=1.049 2/2 [==============================] - 0s 14ms/step >3, 154/693, d1=0.637, d2=0.629 g=1.074 2/2 [==============================] - 0s 13ms/step >3, 155/693, d1=0.611, d2=0.638 g=1.053 2/2 [==============================] - 0s 12ms/step >3, 156/693, d1=0.614, d2=0.606 g=1.344 2/2 [==============================] - 0s 14ms/step >3, 157/693, d1=0.636, d2=0.704 g=1.234 2/2 [==============================] - 0s 14ms/step >3, 158/693, d1=0.722, d2=0.643 g=1.017 2/2 [==============================] - 0s 13ms/step >3, 159/693, d1=0.594, d2=0.656 g=1.101 2/2 [==============================] - 0s 15ms/step >3, 160/693, d1=0.618, d2=0.619 g=1.026 2/2 [==============================] - 0s 14ms/step >3, 161/693, d1=0.624, d2=0.564 g=1.178 2/2 [==============================] - 0s 13ms/step >3, 162/693, d1=0.677, d2=0.563 g=1.354 2/2 [==============================] - 0s 13ms/step >3, 163/693, d1=0.611, d2=0.588 g=0.961 2/2 [==============================] - 0s 13ms/step >3, 164/693, d1=0.619, d2=0.636 g=1.019 2/2 [==============================] - 0s 14ms/step >3, 165/693, d1=0.648, d2=0.531 g=1.430 2/2 [==============================] - 0s 14ms/step >3, 166/693, d1=0.607, d2=0.561 g=1.059 2/2 [==============================] - 0s 13ms/step >3, 167/693, d1=0.569, d2=0.607 g=1.280 2/2 [==============================] - 0s 15ms/step >3, 168/693, d1=0.552, d2=0.558 g=1.246 2/2 [==============================] - 0s 14ms/step >3, 169/693, d1=0.635, d2=0.670 g=0.973 2/2 [==============================] - 0s 13ms/step >3, 170/693, d1=0.564, d2=0.720 g=1.300 2/2 [==============================] - 0s 14ms/step >3, 171/693, d1=0.631, d2=0.714 g=1.103 2/2 [==============================] - 0s 13ms/step >3, 172/693, d1=0.652, d2=0.551 g=1.164 2/2 [==============================] - 0s 13ms/step >3, 173/693, d1=0.637, d2=0.530 g=1.408 2/2 [==============================] - 0s 13ms/step >3, 174/693, d1=0.689, d2=0.561 g=1.107 2/2 [==============================] - 0s 13ms/step >3, 175/693, d1=0.667, d2=0.664 g=0.996 2/2 [==============================] - 0s 14ms/step >3, 176/693, d1=0.633, d2=0.674 g=1.143 2/2 [==============================] - 0s 14ms/step >3, 177/693, d1=0.672, d2=0.723 g=1.337 2/2 [==============================] - 0s 13ms/step >3, 178/693, d1=0.651, d2=0.611 g=1.182 2/2 [==============================] - 0s 14ms/step >3, 179/693, d1=0.564, d2=0.690 g=1.166 2/2 [==============================] - 0s 12ms/step >3, 180/693, d1=0.631, d2=0.720 g=1.265 2/2 [==============================] - 0s 13ms/step >3, 181/693, d1=0.676, d2=0.697 g=0.998 2/2 [==============================] - 0s 12ms/step >3, 182/693, d1=0.669, d2=0.667 g=1.059 2/2 [==============================] - 0s 13ms/step >3, 183/693, d1=0.628, d2=0.649 g=0.994 2/2 [==============================] - 0s 13ms/step >3, 184/693, d1=0.658, d2=0.673 g=1.281 2/2 [==============================] - 0s 14ms/step >3, 185/693, d1=0.670, d2=0.601 g=1.136 2/2 [==============================] - 0s 14ms/step >3, 186/693, d1=0.673, d2=0.640 g=1.075 2/2 [==============================] - 0s 12ms/step >3, 187/693, d1=0.633, d2=0.634 g=1.040 2/2 [==============================] - 0s 12ms/step >3, 188/693, d1=0.692, d2=0.686 g=1.313 2/2 [==============================] - 0s 13ms/step >3, 189/693, d1=0.625, d2=0.585 g=1.368 2/2 [==============================] - 0s 13ms/step >3, 190/693, d1=0.551, d2=0.610 g=1.167 2/2 [==============================] - 0s 13ms/step >3, 191/693, d1=0.579, d2=0.661 g=1.023 2/2 [==============================] - 0s 12ms/step >3, 192/693, d1=0.627, d2=0.637 g=1.305 2/2 [==============================] - 0s 13ms/step >3, 193/693, d1=0.600, d2=0.591 g=1.321 2/2 [==============================] - 0s 12ms/step >3, 194/693, d1=0.613, d2=0.541 g=1.154 2/2 [==============================] - 0s 12ms/step >3, 195/693, d1=0.625, d2=0.626 g=1.242 2/2 [==============================] - 0s 13ms/step >3, 196/693, d1=0.626, d2=0.605 g=1.218 2/2 [==============================] - 0s 11ms/step >3, 197/693, d1=0.694, d2=0.652 g=1.111 2/2 [==============================] - 0s 13ms/step >3, 198/693, d1=0.577, d2=0.648 g=1.274 2/2 [==============================] - 0s 13ms/step >3, 199/693, d1=0.658, d2=0.615 g=1.077 2/2 [==============================] - 0s 13ms/step >3, 200/693, d1=0.639, d2=0.649 g=1.192 2/2 [==============================] - 0s 14ms/step >3, 201/693, d1=0.559, d2=0.657 g=1.039 2/2 [==============================] - 0s 13ms/step >3, 202/693, d1=0.664, d2=0.725 g=1.029 2/2 [==============================] - 0s 13ms/step >3, 203/693, d1=0.618, d2=0.669 g=1.138 2/2 [==============================] - 0s 14ms/step >3, 204/693, d1=0.690, d2=0.627 g=1.114 2/2 [==============================] - 0s 12ms/step >3, 205/693, d1=0.622, d2=0.593 g=1.052 2/2 [==============================] - 0s 12ms/step >3, 206/693, d1=0.632, d2=0.629 g=1.080 2/2 [==============================] - 0s 13ms/step >3, 207/693, d1=0.662, d2=0.653 g=1.203 2/2 [==============================] - 0s 13ms/step >3, 208/693, d1=0.663, d2=0.664 g=1.142 2/2 [==============================] - 0s 13ms/step >3, 209/693, d1=0.617, d2=0.652 g=1.196 2/2 [==============================] - 0s 12ms/step >3, 210/693, d1=0.601, d2=0.620 g=0.988 2/2 [==============================] - 0s 13ms/step >3, 211/693, d1=0.708, d2=0.665 g=1.356 2/2 [==============================] - 0s 12ms/step >3, 212/693, d1=0.644, d2=0.645 g=1.134 2/2 [==============================] - 0s 14ms/step >3, 213/693, d1=0.640, d2=0.621 g=0.955 2/2 [==============================] - 0s 13ms/step >3, 214/693, d1=0.620, d2=0.609 g=1.001 2/2 [==============================] - 0s 13ms/step >3, 215/693, d1=0.544, d2=0.621 g=1.128 2/2 [==============================] - 0s 13ms/step >3, 216/693, d1=0.619, d2=0.619 g=0.996 2/2 [==============================] - 0s 13ms/step >3, 217/693, d1=0.666, d2=0.652 g=1.196 2/2 [==============================] - 0s 13ms/step >3, 218/693, d1=0.683, d2=0.488 g=0.969 2/2 [==============================] - 0s 14ms/step >3, 219/693, d1=0.625, d2=0.626 g=1.106 2/2 [==============================] - 0s 13ms/step >3, 220/693, d1=0.617, d2=0.644 g=1.119 2/2 [==============================] - 0s 13ms/step >3, 221/693, d1=0.631, d2=0.609 g=1.145 2/2 [==============================] - 0s 13ms/step >3, 222/693, d1=0.668, d2=0.613 g=1.224 2/2 [==============================] - 0s 14ms/step >3, 223/693, d1=0.598, d2=0.594 g=1.178 2/2 [==============================] - 0s 13ms/step >3, 224/693, d1=0.647, d2=0.661 g=1.272 2/2 [==============================] - 0s 12ms/step >3, 225/693, d1=0.671, d2=0.635 g=1.028 2/2 [==============================] - 0s 13ms/step >3, 226/693, d1=0.617, d2=0.688 g=1.267 2/2 [==============================] - 0s 13ms/step >3, 227/693, d1=0.612, d2=0.620 g=1.046 2/2 [==============================] - 0s 14ms/step >3, 228/693, d1=0.617, d2=0.659 g=1.265 2/2 [==============================] - 0s 14ms/step >3, 229/693, d1=0.625, d2=0.628 g=1.116 2/2 [==============================] - 0s 13ms/step >3, 230/693, d1=0.598, d2=0.614 g=1.263 2/2 [==============================] - 0s 12ms/step >3, 231/693, d1=0.649, d2=0.637 g=1.013 2/2 [==============================] - 0s 14ms/step >3, 232/693, d1=0.798, d2=0.625 g=1.239 2/2 [==============================] - 0s 13ms/step >3, 233/693, d1=0.604, d2=0.655 g=1.121 2/2 [==============================] - 0s 13ms/step >3, 234/693, d1=0.629, d2=0.604 g=0.937 2/2 [==============================] - 0s 12ms/step >3, 235/693, d1=0.631, d2=0.687 g=1.204 2/2 [==============================] - 0s 12ms/step >3, 236/693, d1=0.605, d2=0.667 g=1.149 2/2 [==============================] - 0s 13ms/step >3, 237/693, d1=0.610, d2=0.655 g=1.114 2/2 [==============================] - 0s 13ms/step >3, 238/693, d1=0.652, d2=0.701 g=1.199 2/2 [==============================] - 0s 13ms/step >3, 239/693, d1=0.610, d2=0.619 g=1.085 2/2 [==============================] - 0s 13ms/step >3, 240/693, d1=0.591, d2=0.658 g=1.181 2/2 [==============================] - 0s 13ms/step >3, 241/693, d1=0.634, d2=0.583 g=1.194 2/2 [==============================] - 0s 14ms/step >3, 242/693, d1=0.652, d2=0.599 g=0.982 2/2 [==============================] - 0s 13ms/step >3, 243/693, d1=0.657, d2=0.631 g=1.214 2/2 [==============================] - 0s 13ms/step >3, 244/693, d1=0.622, d2=0.655 g=1.143 2/2 [==============================] - 0s 13ms/step >3, 245/693, d1=0.609, d2=0.650 g=1.095 2/2 [==============================] - 0s 13ms/step >3, 246/693, d1=0.582, d2=0.718 g=1.094 2/2 [==============================] - 0s 14ms/step >3, 247/693, d1=0.581, d2=0.634 g=1.043 2/2 [==============================] - 0s 13ms/step >3, 248/693, d1=0.642, d2=0.674 g=1.146 2/2 [==============================] - 0s 11ms/step >3, 249/693, d1=0.613, d2=0.592 g=1.012 2/2 [==============================] - 0s 14ms/step >3, 250/693, d1=0.683, d2=0.614 g=1.088 2/2 [==============================] - 0s 11ms/step >3, 251/693, d1=0.650, d2=0.630 g=1.036 2/2 [==============================] - 0s 12ms/step >3, 252/693, d1=0.691, d2=0.630 g=1.119 2/2 [==============================] - 0s 12ms/step >3, 253/693, d1=0.653, d2=0.630 g=1.134 2/2 [==============================] - 0s 13ms/step >3, 254/693, d1=0.619, d2=0.680 g=1.014 2/2 [==============================] - 0s 13ms/step >3, 255/693, d1=0.598, d2=0.589 g=0.997 2/2 [==============================] - 0s 13ms/step >3, 256/693, d1=0.685, d2=0.580 g=0.983 2/2 [==============================] - 0s 13ms/step >3, 257/693, d1=0.571, d2=0.618 g=0.932 2/2 [==============================] - 0s 13ms/step >3, 258/693, d1=0.596, d2=0.713 g=1.192 2/2 [==============================] - 0s 12ms/step >3, 259/693, d1=0.647, d2=0.659 g=1.124 2/2 [==============================] - 0s 13ms/step >3, 260/693, d1=0.643, d2=0.674 g=1.065 2/2 [==============================] - 0s 13ms/step >3, 261/693, d1=0.618, d2=0.655 g=1.117 2/2 [==============================] - 0s 12ms/step >3, 262/693, d1=0.632, d2=0.638 g=1.192 2/2 [==============================] - 0s 13ms/step >3, 263/693, d1=0.635, d2=0.625 g=1.350 2/2 [==============================] - 0s 12ms/step >3, 264/693, d1=0.607, d2=0.631 g=1.172 2/2 [==============================] - 0s 12ms/step >3, 265/693, d1=0.676, d2=0.674 g=1.213 2/2 [==============================] - 0s 14ms/step >3, 266/693, d1=0.654, d2=0.666 g=0.978 2/2 [==============================] - 0s 13ms/step >3, 267/693, d1=0.654, d2=0.642 g=1.289 2/2 [==============================] - 0s 13ms/step >3, 268/693, d1=0.606, d2=0.642 g=1.417 2/2 [==============================] - 0s 13ms/step >3, 269/693, d1=0.674, d2=0.624 g=0.952 2/2 [==============================] - 0s 12ms/step >3, 270/693, d1=0.660, d2=0.616 g=1.188 2/2 [==============================] - 0s 13ms/step >3, 271/693, d1=0.637, d2=0.702 g=1.227 2/2 [==============================] - 0s 15ms/step >3, 272/693, d1=0.632, d2=0.605 g=1.176 2/2 [==============================] - 0s 13ms/step >3, 273/693, d1=0.678, d2=0.608 g=1.497 2/2 [==============================] - 0s 13ms/step >3, 274/693, d1=0.653, d2=0.589 g=1.099 2/2 [==============================] - 0s 13ms/step >3, 275/693, d1=0.659, d2=0.586 g=1.227 2/2 [==============================] - 0s 14ms/step >3, 276/693, d1=0.676, d2=0.562 g=1.065 2/2 [==============================] - 0s 13ms/step >3, 277/693, d1=0.634, d2=0.603 g=1.082 2/2 [==============================] - 0s 13ms/step >3, 278/693, d1=0.585, d2=0.656 g=1.042 2/2 [==============================] - 0s 12ms/step >3, 279/693, d1=0.659, d2=0.654 g=1.083 2/2 [==============================] - 0s 13ms/step >3, 280/693, d1=0.609, d2=0.624 g=0.996 2/2 [==============================] - 0s 14ms/step >3, 281/693, d1=0.608, d2=0.661 g=1.052 2/2 [==============================] - 0s 14ms/step >3, 282/693, d1=0.655, d2=0.599 g=1.380 2/2 [==============================] - 0s 14ms/step >3, 283/693, d1=0.661, d2=0.636 g=0.990 2/2 [==============================] - 0s 14ms/step >3, 284/693, d1=0.651, d2=0.648 g=1.038 2/2 [==============================] - 0s 14ms/step >3, 285/693, d1=0.637, d2=0.643 g=1.146 2/2 [==============================] - 0s 13ms/step >3, 286/693, d1=0.683, d2=0.664 g=1.196 2/2 [==============================] - 0s 13ms/step >3, 287/693, d1=0.668, d2=0.642 g=1.110 2/2 [==============================] - 0s 12ms/step >3, 288/693, d1=0.670, d2=0.617 g=1.072 2/2 [==============================] - 0s 13ms/step >3, 289/693, d1=0.671, d2=0.585 g=1.086 2/2 [==============================] - 0s 13ms/step >3, 290/693, d1=0.668, d2=0.624 g=1.146 2/2 [==============================] - 0s 13ms/step >3, 291/693, d1=0.624, d2=0.607 g=1.109 2/2 [==============================] - 0s 13ms/step >3, 292/693, d1=0.615, d2=0.686 g=1.352 2/2 [==============================] - 0s 14ms/step >3, 293/693, d1=0.613, d2=0.651 g=0.957 2/2 [==============================] - 0s 14ms/step >3, 294/693, d1=0.607, d2=0.703 g=1.236 2/2 [==============================] - 0s 13ms/step >3, 295/693, d1=0.662, d2=0.611 g=1.128 2/2 [==============================] - 0s 12ms/step >3, 296/693, d1=0.697, d2=0.667 g=1.202 2/2 [==============================] - 0s 12ms/step >3, 297/693, d1=0.629, d2=0.598 g=1.260 2/2 [==============================] - 0s 11ms/step >3, 298/693, d1=0.712, d2=0.606 g=1.194 2/2 [==============================] - 0s 12ms/step >3, 299/693, d1=0.674, d2=0.623 g=1.102 2/2 [==============================] - 0s 13ms/step >3, 300/693, d1=0.665, d2=0.617 g=0.987 2/2 [==============================] - 0s 14ms/step >3, 301/693, d1=0.670, d2=0.665 g=1.425 2/2 [==============================] - 0s 15ms/step >3, 302/693, d1=0.603, d2=0.645 g=1.362 2/2 [==============================] - 0s 13ms/step >3, 303/693, d1=0.570, d2=0.679 g=1.147 2/2 [==============================] - 0s 12ms/step >3, 304/693, d1=0.579, d2=0.731 g=1.247 2/2 [==============================] - 0s 14ms/step >3, 305/693, d1=0.661, d2=0.626 g=1.270 2/2 [==============================] - 0s 12ms/step >3, 306/693, d1=0.678, d2=0.613 g=1.167 2/2 [==============================] - 0s 13ms/step >3, 307/693, d1=0.689, d2=0.598 g=1.142 2/2 [==============================] - 0s 12ms/step >3, 308/693, d1=0.639, d2=0.559 g=1.043 2/2 [==============================] - 0s 12ms/step >3, 309/693, d1=0.675, d2=0.627 g=0.935 2/2 [==============================] - 0s 14ms/step >3, 310/693, d1=0.610, d2=0.681 g=0.882 2/2 [==============================] - 0s 14ms/step >3, 311/693, d1=0.605, d2=0.656 g=1.154 2/2 [==============================] - 0s 14ms/step >3, 312/693, d1=0.606, d2=0.642 g=1.010 2/2 [==============================] - 0s 12ms/step >3, 313/693, d1=0.676, d2=0.667 g=1.025 2/2 [==============================] - 0s 14ms/step >3, 314/693, d1=0.550, d2=0.619 g=1.211 2/2 [==============================] - 0s 12ms/step >3, 315/693, d1=0.609, d2=0.674 g=1.296 2/2 [==============================] - 0s 12ms/step >3, 316/693, d1=0.638, d2=0.679 g=1.198 2/2 [==============================] - 0s 12ms/step >3, 317/693, d1=0.688, d2=0.641 g=1.442 2/2 [==============================] - 0s 14ms/step >3, 318/693, d1=0.648, d2=0.607 g=1.236 2/2 [==============================] - 0s 12ms/step >3, 319/693, d1=0.643, d2=0.562 g=1.344 2/2 [==============================] - 0s 15ms/step >3, 320/693, d1=0.617, d2=0.621 g=1.319 2/2 [==============================] - 0s 15ms/step >3, 321/693, d1=0.684, d2=0.676 g=1.091 2/2 [==============================] - 0s 12ms/step >3, 322/693, d1=0.655, d2=0.644 g=1.077 2/2 [==============================] - 0s 13ms/step >3, 323/693, d1=0.556, d2=0.666 g=1.100 2/2 [==============================] - 0s 14ms/step >3, 324/693, d1=0.614, d2=0.653 g=0.999 2/2 [==============================] - 0s 13ms/step >3, 325/693, d1=0.637, d2=0.689 g=1.289 2/2 [==============================] - 0s 13ms/step >3, 326/693, d1=0.582, d2=0.677 g=1.241 2/2 [==============================] - 0s 13ms/step >3, 327/693, d1=0.671, d2=0.642 g=1.012 2/2 [==============================] - 0s 13ms/step >3, 328/693, d1=0.658, d2=0.626 g=1.234 2/2 [==============================] - 0s 12ms/step >3, 329/693, d1=0.647, d2=0.559 g=1.366 2/2 [==============================] - 0s 14ms/step >3, 330/693, d1=0.685, d2=0.652 g=1.490 2/2 [==============================] - 0s 12ms/step >3, 331/693, d1=0.646, d2=0.577 g=0.950 2/2 [==============================] - 0s 12ms/step >3, 332/693, d1=0.598, d2=0.683 g=1.051 2/2 [==============================] - 0s 12ms/step >3, 333/693, d1=0.598, d2=0.621 g=1.381 2/2 [==============================] - 0s 13ms/step >3, 334/693, d1=0.633, d2=0.668 g=1.002 2/2 [==============================] - 0s 12ms/step >3, 335/693, d1=0.640, d2=0.570 g=1.213 2/2 [==============================] - 0s 12ms/step >3, 336/693, d1=0.652, d2=0.626 g=1.020 2/2 [==============================] - 0s 12ms/step >3, 337/693, d1=0.656, d2=0.639 g=1.082 2/2 [==============================] - 0s 14ms/step >3, 338/693, d1=0.633, d2=0.629 g=1.138 2/2 [==============================] - 0s 12ms/step >3, 339/693, d1=0.646, d2=0.628 g=1.028 2/2 [==============================] - 0s 14ms/step >3, 340/693, d1=0.695, d2=0.656 g=1.126 2/2 [==============================] - 0s 14ms/step >3, 341/693, d1=0.634, d2=0.604 g=1.195 2/2 [==============================] - 0s 14ms/step >3, 342/693, d1=0.632, d2=0.665 g=1.112 2/2 [==============================] - 0s 14ms/step >3, 343/693, d1=0.693, d2=0.596 g=1.081 2/2 [==============================] - 0s 13ms/step >3, 344/693, d1=0.653, d2=0.642 g=1.126 2/2 [==============================] - 0s 13ms/step >3, 345/693, d1=0.600, d2=0.692 g=1.359 2/2 [==============================] - 0s 13ms/step >3, 346/693, d1=0.662, d2=0.592 g=1.240 2/2 [==============================] - 0s 13ms/step >3, 347/693, d1=0.654, d2=0.638 g=1.061 2/2 [==============================] - 0s 13ms/step >3, 348/693, d1=0.570, d2=0.679 g=1.031 2/2 [==============================] - 0s 12ms/step >3, 349/693, d1=0.572, d2=0.676 g=1.245 2/2 [==============================] - 0s 12ms/step >3, 350/693, d1=0.656, d2=0.637 g=1.126 2/2 [==============================] - 0s 14ms/step >3, 351/693, d1=0.647, d2=0.675 g=1.378 2/2 [==============================] - 0s 14ms/step >3, 352/693, d1=0.725, d2=0.617 g=1.165 2/2 [==============================] - 0s 12ms/step >3, 353/693, d1=0.692, d2=0.660 g=1.173 2/2 [==============================] - 0s 12ms/step >3, 354/693, d1=0.605, d2=0.627 g=1.189 2/2 [==============================] - 0s 13ms/step >3, 355/693, d1=0.613, d2=0.711 g=1.037 2/2 [==============================] - 0s 12ms/step >3, 356/693, d1=0.691, d2=0.605 g=1.000 2/2 [==============================] - 0s 12ms/step >3, 357/693, d1=0.611, d2=0.614 g=1.280 2/2 [==============================] - 0s 13ms/step >3, 358/693, d1=0.622, d2=0.641 g=1.149 2/2 [==============================] - 0s 12ms/step >3, 359/693, d1=0.587, d2=0.633 g=1.040 2/2 [==============================] - 0s 12ms/step >3, 360/693, d1=0.610, d2=0.618 g=1.131 2/2 [==============================] - 0s 13ms/step >3, 361/693, d1=0.614, d2=0.616 g=1.178 2/2 [==============================] - 0s 14ms/step >3, 362/693, d1=0.600, d2=0.695 g=1.043 2/2 [==============================] - 0s 13ms/step >3, 363/693, d1=0.609, d2=0.641 g=1.330 2/2 [==============================] - 0s 15ms/step >3, 364/693, d1=0.692, d2=0.565 g=1.029 2/2 [==============================] - 0s 13ms/step >3, 365/693, d1=0.689, d2=0.628 g=1.314 2/2 [==============================] - 0s 14ms/step >3, 366/693, d1=0.667, d2=0.588 g=1.257 2/2 [==============================] - 0s 12ms/step >3, 367/693, d1=0.621, d2=0.637 g=1.040 2/2 [==============================] - 0s 13ms/step >3, 368/693, d1=0.590, d2=0.586 g=1.298 2/2 [==============================] - 0s 12ms/step >3, 369/693, d1=0.652, d2=0.651 g=1.413 2/2 [==============================] - 0s 12ms/step >3, 370/693, d1=0.602, d2=0.678 g=1.140 2/2 [==============================] - 0s 12ms/step >3, 371/693, d1=0.610, d2=0.694 g=1.048 2/2 [==============================] - 0s 14ms/step >3, 372/693, d1=0.641, d2=0.637 g=0.998 2/2 [==============================] - 0s 12ms/step >3, 373/693, d1=0.627, d2=0.672 g=1.275 2/2 [==============================] - 0s 13ms/step >3, 374/693, d1=0.635, d2=0.638 g=1.183 2/2 [==============================] - 0s 13ms/step >3, 375/693, d1=0.625, d2=0.667 g=0.983 2/2 [==============================] - 0s 12ms/step >3, 376/693, d1=0.592, d2=0.613 g=1.383 2/2 [==============================] - 0s 12ms/step >3, 377/693, d1=0.723, d2=0.600 g=1.250 2/2 [==============================] - 0s 13ms/step >3, 378/693, d1=0.667, d2=0.598 g=1.209 2/2 [==============================] - 0s 12ms/step >3, 379/693, d1=0.652, d2=0.661 g=1.016 2/2 [==============================] - 0s 13ms/step >3, 380/693, d1=0.621, d2=0.670 g=0.954 2/2 [==============================] - 0s 12ms/step >3, 381/693, d1=0.628, d2=0.654 g=1.031 2/2 [==============================] - 0s 12ms/step >3, 382/693, d1=0.604, d2=0.582 g=1.020 2/2 [==============================] - 0s 13ms/step >3, 383/693, d1=0.615, d2=0.624 g=1.389 2/2 [==============================] - 0s 14ms/step >3, 384/693, d1=0.653, d2=0.637 g=1.393 2/2 [==============================] - 0s 12ms/step >3, 385/693, d1=0.693, d2=0.623 g=1.316 2/2 [==============================] - 0s 13ms/step >3, 386/693, d1=0.645, d2=0.624 g=1.215 2/2 [==============================] - 0s 12ms/step >3, 387/693, d1=0.625, d2=0.557 g=1.269 2/2 [==============================] - 0s 14ms/step >3, 388/693, d1=0.666, d2=0.571 g=1.131 2/2 [==============================] - 0s 13ms/step >3, 389/693, d1=0.626, d2=0.651 g=1.306 2/2 [==============================] - 0s 13ms/step >3, 390/693, d1=0.602, d2=0.606 g=1.205 2/2 [==============================] - 0s 13ms/step >3, 391/693, d1=0.634, d2=0.632 g=0.993 2/2 [==============================] - 0s 12ms/step >3, 392/693, d1=0.634, d2=0.587 g=1.166 2/2 [==============================] - 0s 13ms/step >3, 393/693, d1=0.649, d2=0.604 g=0.961 2/2 [==============================] - 0s 13ms/step >3, 394/693, d1=0.576, d2=0.639 g=1.093 2/2 [==============================] - 0s 14ms/step >3, 395/693, d1=0.648, d2=0.709 g=1.208 2/2 [==============================] - 0s 14ms/step >3, 396/693, d1=0.554, d2=0.624 g=1.230 2/2 [==============================] - 0s 14ms/step >3, 397/693, d1=0.628, d2=0.643 g=0.989 2/2 [==============================] - 0s 13ms/step >3, 398/693, d1=0.685, d2=0.652 g=1.149 2/2 [==============================] - 0s 12ms/step >3, 399/693, d1=0.617, d2=0.627 g=1.224 2/2 [==============================] - 0s 13ms/step >3, 400/693, d1=0.654, d2=0.621 g=1.406 2/2 [==============================] - 0s 13ms/step >3, 401/693, d1=0.601, d2=0.622 g=1.031 2/2 [==============================] - 0s 13ms/step >3, 402/693, d1=0.640, d2=0.631 g=1.120 2/2 [==============================] - 0s 12ms/step >3, 403/693, d1=0.667, d2=0.672 g=0.843 2/2 [==============================] - 0s 14ms/step >3, 404/693, d1=0.588, d2=0.653 g=0.947 2/2 [==============================] - 0s 14ms/step >3, 405/693, d1=0.580, d2=0.699 g=1.070 2/2 [==============================] - 0s 14ms/step >3, 406/693, d1=0.581, d2=0.683 g=1.303 2/2 [==============================] - 0s 14ms/step >3, 407/693, d1=0.646, d2=0.685 g=1.024 2/2 [==============================] - 0s 13ms/step >3, 408/693, d1=0.617, d2=0.595 g=1.268 2/2 [==============================] - 0s 13ms/step >3, 409/693, d1=0.653, d2=0.598 g=1.168 2/2 [==============================] - 0s 12ms/step >3, 410/693, d1=0.645, d2=0.563 g=1.179 2/2 [==============================] - 0s 13ms/step >3, 411/693, d1=0.632, d2=0.655 g=1.019 2/2 [==============================] - 0s 13ms/step >3, 412/693, d1=0.647, d2=0.614 g=1.123 2/2 [==============================] - 0s 12ms/step >3, 413/693, d1=0.614, d2=0.627 g=1.243 2/2 [==============================] - 0s 13ms/step >3, 414/693, d1=0.619, d2=0.631 g=0.971 2/2 [==============================] - 0s 12ms/step >3, 415/693, d1=0.585, d2=0.631 g=1.249 2/2 [==============================] - 0s 15ms/step >3, 416/693, d1=0.569, d2=0.632 g=1.087 2/2 [==============================] - 0s 15ms/step >3, 417/693, d1=0.568, d2=0.649 g=1.367 2/2 [==============================] - 0s 13ms/step >3, 418/693, d1=0.640, d2=0.643 g=1.049 2/2 [==============================] - 0s 13ms/step >3, 419/693, d1=0.644, d2=0.713 g=1.161 2/2 [==============================] - 0s 12ms/step >3, 420/693, d1=0.592, d2=0.623 g=1.658 2/2 [==============================] - 0s 13ms/step >3, 421/693, d1=0.696, d2=0.490 g=1.214 2/2 [==============================] - 0s 14ms/step >3, 422/693, d1=0.706, d2=0.590 g=1.259 2/2 [==============================] - 0s 13ms/step >3, 423/693, d1=0.692, d2=0.729 g=0.998 2/2 [==============================] - 0s 13ms/step >3, 424/693, d1=0.632, d2=0.690 g=1.102 2/2 [==============================] - 0s 14ms/step >3, 425/693, d1=0.557, d2=0.616 g=1.216 2/2 [==============================] - 0s 13ms/step >3, 426/693, d1=0.623, d2=0.641 g=1.063 2/2 [==============================] - 0s 13ms/step >3, 427/693, d1=0.583, d2=0.727 g=1.051 2/2 [==============================] - 0s 14ms/step >3, 428/693, d1=0.569, d2=0.692 g=1.408 2/2 [==============================] - 0s 14ms/step >3, 429/693, d1=0.630, d2=0.692 g=1.379 2/2 [==============================] - 0s 13ms/step >3, 430/693, d1=0.641, d2=0.699 g=1.179 2/2 [==============================] - 0s 13ms/step >3, 431/693, d1=0.684, d2=0.593 g=1.218 2/2 [==============================] - 0s 12ms/step >3, 432/693, d1=0.633, d2=0.558 g=1.391 2/2 [==============================] - 0s 14ms/step >3, 433/693, d1=0.663, d2=0.607 g=0.879 2/2 [==============================] - 0s 14ms/step >3, 434/693, d1=0.645, d2=0.658 g=1.146 2/2 [==============================] - 0s 14ms/step >3, 435/693, d1=0.639, d2=0.666 g=1.080 2/2 [==============================] - 0s 12ms/step >3, 436/693, d1=0.654, d2=0.686 g=1.184 2/2 [==============================] - 0s 14ms/step >3, 437/693, d1=0.593, d2=0.615 g=1.060 2/2 [==============================] - 0s 13ms/step >3, 438/693, d1=0.584, d2=0.596 g=1.343 2/2 [==============================] - 0s 15ms/step >3, 439/693, d1=0.581, d2=0.647 g=1.106 2/2 [==============================] - 0s 12ms/step >3, 440/693, d1=0.658, d2=0.643 g=1.000 2/2 [==============================] - 0s 13ms/step >3, 441/693, d1=0.665, d2=0.669 g=1.201 2/2 [==============================] - 0s 13ms/step >3, 442/693, d1=0.661, d2=0.548 g=1.508 2/2 [==============================] - 0s 13ms/step >3, 443/693, d1=0.652, d2=0.494 g=1.295 2/2 [==============================] - 0s 13ms/step >3, 444/693, d1=0.637, d2=0.564 g=1.279 2/2 [==============================] - 0s 13ms/step >3, 445/693, d1=0.717, d2=0.664 g=1.009 2/2 [==============================] - 0s 13ms/step >3, 446/693, d1=0.629, d2=0.642 g=1.066 2/2 [==============================] - 0s 14ms/step >3, 447/693, d1=0.572, d2=0.597 g=1.219 2/2 [==============================] - 0s 13ms/step >3, 448/693, d1=0.582, d2=0.616 g=1.374 2/2 [==============================] - 0s 11ms/step >3, 449/693, d1=0.627, d2=0.697 g=1.182 2/2 [==============================] - 0s 12ms/step >3, 450/693, d1=0.572, d2=0.617 g=1.439 2/2 [==============================] - 0s 12ms/step >3, 451/693, d1=0.553, d2=0.801 g=1.415 2/2 [==============================] - 0s 12ms/step >3, 452/693, d1=0.637, d2=0.677 g=1.335 2/2 [==============================] - 0s 13ms/step >3, 453/693, d1=0.632, d2=0.554 g=1.421 2/2 [==============================] - 0s 13ms/step >3, 454/693, d1=0.647, d2=0.549 g=1.274 2/2 [==============================] - 0s 13ms/step >3, 455/693, d1=0.663, d2=0.596 g=1.490 2/2 [==============================] - 0s 13ms/step >3, 456/693, d1=0.639, d2=0.616 g=1.235 2/2 [==============================] - 0s 13ms/step >3, 457/693, d1=0.632, d2=0.676 g=1.097 2/2 [==============================] - 0s 13ms/step >3, 458/693, d1=0.592, d2=0.665 g=1.377 2/2 [==============================] - 0s 14ms/step >3, 459/693, d1=0.565, d2=0.667 g=1.130 2/2 [==============================] - 0s 13ms/step >3, 460/693, d1=0.605, d2=0.609 g=1.202 2/2 [==============================] - 0s 13ms/step >3, 461/693, d1=0.640, d2=0.712 g=1.021 2/2 [==============================] - 0s 12ms/step >3, 462/693, d1=0.542, d2=0.759 g=1.020 2/2 [==============================] - 0s 13ms/step >3, 463/693, d1=0.624, d2=0.717 g=1.109 2/2 [==============================] - 0s 14ms/step >3, 464/693, d1=0.712, d2=0.583 g=1.443 2/2 [==============================] - 0s 12ms/step >3, 465/693, d1=0.689, d2=0.573 g=1.282 2/2 [==============================] - 0s 13ms/step >3, 466/693, d1=0.721, d2=0.557 g=1.369 2/2 [==============================] - 0s 14ms/step >3, 467/693, d1=0.644, d2=0.658 g=1.191 2/2 [==============================] - 0s 11ms/step >3, 468/693, d1=0.625, d2=0.669 g=1.197 2/2 [==============================] - 0s 13ms/step >3, 469/693, d1=0.592, d2=0.606 g=1.186 2/2 [==============================] - 0s 12ms/step >3, 470/693, d1=0.633, d2=0.578 g=1.246 2/2 [==============================] - 0s 14ms/step >3, 471/693, d1=0.610, d2=0.581 g=1.408 2/2 [==============================] - 0s 12ms/step >3, 472/693, d1=0.638, d2=0.628 g=1.018 2/2 [==============================] - 0s 12ms/step >3, 473/693, d1=0.575, d2=0.709 g=1.274 2/2 [==============================] - 0s 13ms/step >3, 474/693, d1=0.654, d2=0.690 g=1.243 2/2 [==============================] - 0s 13ms/step >3, 475/693, d1=0.615, d2=0.644 g=1.120 2/2 [==============================] - 0s 14ms/step >3, 476/693, d1=0.610, d2=0.596 g=1.326 2/2 [==============================] - 0s 13ms/step >3, 477/693, d1=0.681, d2=0.643 g=1.084 2/2 [==============================] - 0s 12ms/step >3, 478/693, d1=0.644, d2=0.594 g=1.116 2/2 [==============================] - 0s 11ms/step >3, 479/693, d1=0.665, d2=0.711 g=1.276 2/2 [==============================] - 0s 12ms/step >3, 480/693, d1=0.570, d2=0.630 g=1.071 2/2 [==============================] - 0s 13ms/step >3, 481/693, d1=0.557, d2=0.618 g=1.312 2/2 [==============================] - 0s 13ms/step >3, 482/693, d1=0.690, d2=0.640 g=1.350 2/2 [==============================] - 0s 14ms/step >3, 483/693, d1=0.595, d2=0.683 g=1.263 2/2 [==============================] - 0s 12ms/step >3, 484/693, d1=0.613, d2=0.693 g=1.178 2/2 [==============================] - 0s 13ms/step >3, 485/693, d1=0.700, d2=0.706 g=1.424 2/2 [==============================] - 0s 13ms/step >3, 486/693, d1=0.636, d2=0.586 g=1.389 2/2 [==============================] - 0s 14ms/step >3, 487/693, d1=0.674, d2=0.569 g=1.313 2/2 [==============================] - 0s 14ms/step >3, 488/693, d1=0.690, d2=0.552 g=1.051 2/2 [==============================] - 0s 13ms/step >3, 489/693, d1=0.632, d2=0.604 g=1.327 2/2 [==============================] - 0s 14ms/step >3, 490/693, d1=0.617, d2=0.610 g=1.173 2/2 [==============================] - 0s 13ms/step >3, 491/693, d1=0.655, d2=0.639 g=1.241 2/2 [==============================] - 0s 13ms/step >3, 492/693, d1=0.579, d2=0.605 g=1.182 2/2 [==============================] - 0s 13ms/step >3, 493/693, d1=0.564, d2=0.588 g=1.411 2/2 [==============================] - 0s 13ms/step >3, 494/693, d1=0.573, d2=0.618 g=1.344 2/2 [==============================] - 0s 14ms/step >3, 495/693, d1=0.597, d2=0.673 g=0.993 2/2 [==============================] - 0s 13ms/step >3, 496/693, d1=0.605, d2=0.663 g=0.976 2/2 [==============================] - 0s 14ms/step >3, 497/693, d1=0.659, d2=0.640 g=1.181 2/2 [==============================] - 0s 13ms/step >3, 498/693, d1=0.588, d2=0.591 g=1.162 2/2 [==============================] - 0s 12ms/step >3, 499/693, d1=0.684, d2=0.552 g=1.382 2/2 [==============================] - 0s 14ms/step >3, 500/693, d1=0.676, d2=0.554 g=1.362 2/2 [==============================] - 0s 13ms/step >3, 501/693, d1=0.677, d2=0.567 g=1.317 2/2 [==============================] - 0s 13ms/step >3, 502/693, d1=0.702, d2=0.678 g=1.038 2/2 [==============================] - 0s 13ms/step >3, 503/693, d1=0.617, d2=0.643 g=1.266 2/2 [==============================] - 0s 11ms/step >3, 504/693, d1=0.538, d2=0.681 g=1.068 2/2 [==============================] - 0s 12ms/step >3, 505/693, d1=0.546, d2=0.670 g=1.277 2/2 [==============================] - 0s 14ms/step >3, 506/693, d1=0.561, d2=0.622 g=1.199 2/2 [==============================] - 0s 14ms/step >3, 507/693, d1=0.578, d2=0.674 g=1.208 2/2 [==============================] - 0s 14ms/step >3, 508/693, d1=0.633, d2=0.694 g=1.444 2/2 [==============================] - 0s 12ms/step >3, 509/693, d1=0.653, d2=0.657 g=1.470 2/2 [==============================] - 0s 13ms/step >3, 510/693, d1=0.686, d2=0.584 g=1.410 2/2 [==============================] - 0s 12ms/step >3, 511/693, d1=0.713, d2=0.566 g=1.236 2/2 [==============================] - 0s 13ms/step >3, 512/693, d1=0.686, d2=0.592 g=1.078 2/2 [==============================] - 0s 12ms/step >3, 513/693, d1=0.637, d2=0.665 g=1.573 2/2 [==============================] - 0s 12ms/step >3, 514/693, d1=0.647, d2=0.708 g=1.208 2/2 [==============================] - 0s 12ms/step >3, 515/693, d1=0.556, d2=0.597 g=1.203 2/2 [==============================] - 0s 13ms/step >3, 516/693, d1=0.588, d2=0.564 g=1.329 2/2 [==============================] - 0s 15ms/step >3, 517/693, d1=0.589, d2=0.668 g=1.544 2/2 [==============================] - 0s 14ms/step >3, 518/693, d1=0.565, d2=0.637 g=1.017 2/2 [==============================] - 0s 14ms/step >3, 519/693, d1=0.561, d2=0.676 g=1.254 2/2 [==============================] - 0s 14ms/step >3, 520/693, d1=0.582, d2=0.672 g=1.470 2/2 [==============================] - 0s 11ms/step >3, 521/693, d1=0.610, d2=0.613 g=1.601 2/2 [==============================] - 0s 13ms/step >3, 522/693, d1=0.735, d2=0.532 g=1.432 2/2 [==============================] - 0s 14ms/step >3, 523/693, d1=0.733, d2=0.526 g=1.346 2/2 [==============================] - 0s 12ms/step >3, 524/693, d1=0.640, d2=0.581 g=1.126 2/2 [==============================] - 0s 13ms/step >3, 525/693, d1=0.642, d2=0.661 g=1.198 2/2 [==============================] - 0s 13ms/step >3, 526/693, d1=0.600, d2=0.669 g=1.034 2/2 [==============================] - 0s 11ms/step >3, 527/693, d1=0.638, d2=0.665 g=1.113 2/2 [==============================] - 0s 15ms/step >3, 528/693, d1=0.597, d2=0.628 g=1.440 2/2 [==============================] - 0s 13ms/step >3, 529/693, d1=0.632, d2=0.671 g=1.212 2/2 [==============================] - 0s 12ms/step >3, 530/693, d1=0.604, d2=0.614 g=1.358 2/2 [==============================] - 0s 13ms/step >3, 531/693, d1=0.582, d2=0.699 g=1.296 2/2 [==============================] - 0s 12ms/step >3, 532/693, d1=0.606, d2=0.695 g=1.239 2/2 [==============================] - 0s 12ms/step >3, 533/693, d1=0.632, d2=0.602 g=1.385 2/2 [==============================] - 0s 13ms/step >3, 534/693, d1=0.666, d2=0.596 g=1.322 2/2 [==============================] - 0s 13ms/step >3, 535/693, d1=0.705, d2=0.523 g=1.430 2/2 [==============================] - 0s 13ms/step >3, 536/693, d1=0.714, d2=0.605 g=1.312 2/2 [==============================] - 0s 12ms/step >3, 537/693, d1=0.711, d2=0.602 g=1.231 2/2 [==============================] - 0s 13ms/step >3, 538/693, d1=0.675, d2=0.686 g=0.914 2/2 [==============================] - 0s 14ms/step >3, 539/693, d1=0.601, d2=0.691 g=1.359 2/2 [==============================] - 0s 12ms/step >3, 540/693, d1=0.608, d2=0.632 g=1.027 2/2 [==============================] - 0s 12ms/step >3, 541/693, d1=0.568, d2=0.600 g=1.464 2/2 [==============================] - 0s 12ms/step >3, 542/693, d1=0.625, d2=0.604 g=1.210 2/2 [==============================] - 0s 13ms/step >3, 543/693, d1=0.580, d2=0.631 g=1.195 2/2 [==============================] - 0s 12ms/step >3, 544/693, d1=0.564, d2=0.588 g=1.832 2/2 [==============================] - 0s 13ms/step >3, 545/693, d1=0.631, d2=0.700 g=1.401 2/2 [==============================] - 0s 14ms/step >3, 546/693, d1=0.654, d2=0.639 g=1.250 2/2 [==============================] - 0s 13ms/step >3, 547/693, d1=0.618, d2=0.552 g=1.241 2/2 [==============================] - 0s 13ms/step >3, 548/693, d1=0.659, d2=0.533 g=1.259 2/2 [==============================] - 0s 14ms/step >3, 549/693, d1=0.694, d2=0.568 g=1.070 2/2 [==============================] - 0s 13ms/step >3, 550/693, d1=0.719, d2=0.680 g=1.155 2/2 [==============================] - 0s 14ms/step >3, 551/693, d1=0.591, d2=0.686 g=1.277 2/2 [==============================] - 0s 14ms/step >3, 552/693, d1=0.585, d2=0.627 g=1.203 2/2 [==============================] - 0s 13ms/step >3, 553/693, d1=0.595, d2=0.657 g=1.042 2/2 [==============================] - 0s 12ms/step >3, 554/693, d1=0.566, d2=0.615 g=1.311 2/2 [==============================] - 0s 12ms/step >3, 555/693, d1=0.540, d2=0.631 g=1.192 2/2 [==============================] - 0s 13ms/step >3, 556/693, d1=0.557, d2=0.669 g=1.255 2/2 [==============================] - 0s 13ms/step >3, 557/693, d1=0.592, d2=0.699 g=1.240 2/2 [==============================] - 0s 14ms/step >3, 558/693, d1=0.622, d2=0.609 g=1.075 2/2 [==============================] - 0s 13ms/step >3, 559/693, d1=0.655, d2=0.512 g=1.540 2/2 [==============================] - 0s 13ms/step >3, 560/693, d1=0.632, d2=0.539 g=1.559 2/2 [==============================] - 0s 13ms/step >3, 561/693, d1=0.651, d2=0.535 g=1.158 2/2 [==============================] - 0s 14ms/step >3, 562/693, d1=0.627, d2=0.623 g=1.408 2/2 [==============================] - 0s 14ms/step >3, 563/693, d1=0.599, d2=0.638 g=1.176 2/2 [==============================] - 0s 12ms/step >3, 564/693, d1=0.625, d2=0.677 g=1.379 2/2 [==============================] - 0s 13ms/step >3, 565/693, d1=0.577, d2=0.564 g=1.420 2/2 [==============================] - 0s 14ms/step >3, 566/693, d1=0.625, d2=0.579 g=1.175 2/2 [==============================] - 0s 12ms/step >3, 567/693, d1=0.561, d2=0.812 g=1.545 2/2 [==============================] - 0s 13ms/step >3, 568/693, d1=0.522, d2=0.702 g=1.095 2/2 [==============================] - 0s 13ms/step >3, 569/693, d1=0.690, d2=0.572 g=1.548 2/2 [==============================] - 0s 14ms/step >3, 570/693, d1=0.736, d2=0.560 g=1.388 2/2 [==============================] - 0s 13ms/step >3, 571/693, d1=0.656, d2=0.577 g=1.263 2/2 [==============================] - 0s 12ms/step >3, 572/693, d1=0.671, d2=0.582 g=0.954 2/2 [==============================] - 0s 13ms/step >3, 573/693, d1=0.607, d2=0.597 g=1.028 2/2 [==============================] - 0s 13ms/step >3, 574/693, d1=0.651, d2=0.668 g=1.144 2/2 [==============================] - 0s 11ms/step >3, 575/693, d1=0.621, d2=0.646 g=0.935 2/2 [==============================] - 0s 12ms/step >3, 576/693, d1=0.603, d2=0.640 g=0.962 2/2 [==============================] - 0s 12ms/step >3, 577/693, d1=0.591, d2=0.603 g=1.577 2/2 [==============================] - 0s 12ms/step >3, 578/693, d1=0.588, d2=0.641 g=1.330 2/2 [==============================] - 0s 13ms/step >3, 579/693, d1=0.532, d2=0.634 g=1.248 2/2 [==============================] - 0s 11ms/step >3, 580/693, d1=0.586, d2=0.698 g=1.499 2/2 [==============================] - 0s 12ms/step >3, 581/693, d1=0.680, d2=0.641 g=1.761 2/2 [==============================] - 0s 14ms/step >3, 582/693, d1=0.698, d2=0.540 g=1.387 2/2 [==============================] - 0s 13ms/step >3, 583/693, d1=0.711, d2=0.528 g=1.427 2/2 [==============================] - 0s 12ms/step >3, 584/693, d1=0.648, d2=0.609 g=1.582 2/2 [==============================] - 0s 13ms/step >3, 585/693, d1=0.610, d2=0.607 g=1.379 2/2 [==============================] - 0s 13ms/step >3, 586/693, d1=0.597, d2=0.590 g=1.199 2/2 [==============================] - 0s 13ms/step >3, 587/693, d1=0.660, d2=0.655 g=1.087 2/2 [==============================] - 0s 14ms/step >3, 588/693, d1=0.567, d2=0.579 g=1.215 2/2 [==============================] - 0s 13ms/step >3, 589/693, d1=0.537, d2=0.582 g=1.147 2/2 [==============================] - 0s 13ms/step >3, 590/693, d1=0.574, d2=0.664 g=0.914 2/2 [==============================] - 0s 13ms/step >3, 591/693, d1=0.549, d2=0.677 g=0.895 2/2 [==============================] - 0s 11ms/step >3, 592/693, d1=0.631, d2=0.678 g=1.267 2/2 [==============================] - 0s 13ms/step >3, 593/693, d1=0.624, d2=0.614 g=1.572 2/2 [==============================] - 0s 13ms/step >3, 594/693, d1=0.674, d2=0.530 g=1.487 2/2 [==============================] - 0s 13ms/step >3, 595/693, d1=0.693, d2=0.538 g=1.560 2/2 [==============================] - 0s 14ms/step >3, 596/693, d1=0.694, d2=0.611 g=1.342 2/2 [==============================] - 0s 12ms/step >3, 597/693, d1=0.656, d2=0.593 g=0.946 2/2 [==============================] - 0s 13ms/step >3, 598/693, d1=0.626, d2=0.720 g=0.920 2/2 [==============================] - 0s 12ms/step >3, 599/693, d1=0.552, d2=0.669 g=1.281 2/2 [==============================] - 0s 13ms/step >3, 600/693, d1=0.532, d2=0.637 g=1.077 2/2 [==============================] - 0s 12ms/step >3, 601/693, d1=0.627, d2=0.636 g=1.382 2/2 [==============================] - 0s 12ms/step >3, 602/693, d1=0.612, d2=0.640 g=1.293 2/2 [==============================] - 0s 13ms/step >3, 603/693, d1=0.545, d2=0.705 g=1.175 2/2 [==============================] - 0s 14ms/step >3, 604/693, d1=0.615, d2=0.669 g=1.331 2/2 [==============================] - 0s 14ms/step >3, 605/693, d1=0.658, d2=0.542 g=1.374 2/2 [==============================] - 0s 12ms/step >3, 606/693, d1=0.642, d2=0.555 g=1.420 2/2 [==============================] - 0s 15ms/step >3, 607/693, d1=0.658, d2=0.556 g=1.414 2/2 [==============================] - 0s 12ms/step >3, 608/693, d1=0.584, d2=0.540 g=1.282 2/2 [==============================] - 0s 13ms/step >3, 609/693, d1=0.703, d2=0.598 g=1.185 2/2 [==============================] - 0s 13ms/step >3, 610/693, d1=0.617, d2=0.609 g=1.189 2/2 [==============================] - 0s 15ms/step >3, 611/693, d1=0.635, d2=0.622 g=1.232 2/2 [==============================] - 0s 15ms/step >3, 612/693, d1=0.539, d2=0.599 g=1.543 2/2 [==============================] - 0s 13ms/step >3, 613/693, d1=0.644, d2=0.615 g=1.527 2/2 [==============================] - 0s 13ms/step >3, 614/693, d1=0.582, d2=0.668 g=1.329 2/2 [==============================] - 0s 12ms/step >3, 615/693, d1=0.581, d2=0.753 g=1.338 2/2 [==============================] - 0s 12ms/step >3, 616/693, d1=0.590, d2=0.676 g=1.298 2/2 [==============================] - 0s 11ms/step >3, 617/693, d1=0.639, d2=0.619 g=1.289 2/2 [==============================] - 0s 13ms/step >3, 618/693, d1=0.710, d2=0.455 g=1.698 2/2 [==============================] - 0s 13ms/step >3, 619/693, d1=0.685, d2=0.575 g=1.207 2/2 [==============================] - 0s 12ms/step >3, 620/693, d1=0.635, d2=0.606 g=1.268 2/2 [==============================] - 0s 13ms/step >3, 621/693, d1=0.699, d2=0.666 g=1.438 2/2 [==============================] - 0s 14ms/step >3, 622/693, d1=0.640, d2=0.677 g=1.009 2/2 [==============================] - 0s 13ms/step >3, 623/693, d1=0.628, d2=0.685 g=1.473 2/2 [==============================] - 0s 12ms/step >3, 624/693, d1=0.612, d2=0.655 g=1.716 2/2 [==============================] - 0s 14ms/step >3, 625/693, d1=0.570, d2=0.624 g=1.621 2/2 [==============================] - 0s 14ms/step >3, 626/693, d1=0.595, d2=0.635 g=1.297 2/2 [==============================] - 0s 13ms/step >3, 627/693, d1=0.572, d2=0.690 g=1.453 2/2 [==============================] - 0s 12ms/step >3, 628/693, d1=0.676, d2=0.658 g=1.126 2/2 [==============================] - 0s 13ms/step >3, 629/693, d1=0.650, d2=0.616 g=1.676 2/2 [==============================] - 0s 14ms/step >3, 630/693, d1=0.660, d2=0.508 g=1.307 2/2 [==============================] - 0s 12ms/step >3, 631/693, d1=0.803, d2=0.563 g=1.479 2/2 [==============================] - 0s 12ms/step >3, 632/693, d1=0.599, d2=0.559 g=1.195 2/2 [==============================] - 0s 14ms/step >3, 633/693, d1=0.671, d2=0.589 g=1.180 2/2 [==============================] - 0s 14ms/step >3, 634/693, d1=0.617, d2=0.686 g=1.040 2/2 [==============================] - 0s 13ms/step >3, 635/693, d1=0.633, d2=0.689 g=1.034 2/2 [==============================] - 0s 14ms/step >3, 636/693, d1=0.591, d2=0.639 g=1.457 2/2 [==============================] - 0s 12ms/step >3, 637/693, d1=0.593, d2=0.598 g=1.555 2/2 [==============================] - 0s 13ms/step >3, 638/693, d1=0.563, d2=0.604 g=1.411 2/2 [==============================] - 0s 13ms/step >3, 639/693, d1=0.585, d2=0.655 g=1.298 2/2 [==============================] - 0s 13ms/step >3, 640/693, d1=0.636, d2=0.649 g=1.427 2/2 [==============================] - 0s 14ms/step >3, 641/693, d1=0.597, d2=0.658 g=1.252 2/2 [==============================] - 0s 12ms/step >3, 642/693, d1=0.613, d2=0.579 g=1.533 2/2 [==============================] - 0s 13ms/step >3, 643/693, d1=0.647, d2=0.581 g=1.618 2/2 [==============================] - 0s 13ms/step >3, 644/693, d1=0.670, d2=0.548 g=1.191 2/2 [==============================] - 0s 13ms/step >3, 645/693, d1=0.653, d2=0.644 g=1.429 2/2 [==============================] - 0s 14ms/step >3, 646/693, d1=0.676, d2=0.587 g=1.278 2/2 [==============================] - 0s 12ms/step >3, 647/693, d1=0.575, d2=0.648 g=1.319 2/2 [==============================] - 0s 14ms/step >3, 648/693, d1=0.570, d2=0.637 g=1.303 2/2 [==============================] - 0s 14ms/step >3, 649/693, d1=0.567, d2=0.594 g=1.447 2/2 [==============================] - 0s 13ms/step >3, 650/693, d1=0.558, d2=0.637 g=1.101 2/2 [==============================] - 0s 14ms/step >3, 651/693, d1=0.557, d2=0.644 g=1.422 2/2 [==============================] - 0s 13ms/step >3, 652/693, d1=0.611, d2=0.687 g=1.166 2/2 [==============================] - 0s 14ms/step >3, 653/693, d1=0.577, d2=0.660 g=1.596 2/2 [==============================] - 0s 14ms/step >3, 654/693, d1=0.595, d2=0.623 g=1.460 2/2 [==============================] - 0s 11ms/step >3, 655/693, d1=0.687, d2=0.619 g=1.331 2/2 [==============================] - 0s 14ms/step >3, 656/693, d1=0.645, d2=0.611 g=1.160 2/2 [==============================] - 0s 12ms/step >3, 657/693, d1=0.645, d2=0.584 g=1.168 2/2 [==============================] - 0s 13ms/step >3, 658/693, d1=0.633, d2=0.630 g=1.320 2/2 [==============================] - 0s 14ms/step >3, 659/693, d1=0.605, d2=0.572 g=1.325 2/2 [==============================] - 0s 13ms/step >3, 660/693, d1=0.646, d2=0.675 g=1.358 2/2 [==============================] - 0s 13ms/step >3, 661/693, d1=0.612, d2=0.579 g=1.090 2/2 [==============================] - 0s 14ms/step >3, 662/693, d1=0.572, d2=0.586 g=1.446 2/2 [==============================] - 0s 11ms/step >3, 663/693, d1=0.562, d2=0.568 g=1.247 2/2 [==============================] - 0s 14ms/step >3, 664/693, d1=0.675, d2=0.643 g=1.577 2/2 [==============================] - 0s 13ms/step >3, 665/693, d1=0.564, d2=0.623 g=1.247 2/2 [==============================] - 0s 12ms/step >3, 666/693, d1=0.577, d2=0.596 g=1.065 2/2 [==============================] - 0s 13ms/step >3, 667/693, d1=0.647, d2=0.647 g=1.666 2/2 [==============================] - 0s 13ms/step >3, 668/693, d1=0.644, d2=0.535 g=1.336 2/2 [==============================] - 0s 12ms/step >3, 669/693, d1=0.624, d2=0.530 g=1.296 2/2 [==============================] - 0s 12ms/step >3, 670/693, d1=0.687, d2=0.581 g=1.468 2/2 [==============================] - 0s 13ms/step >3, 671/693, d1=0.667, d2=0.593 g=1.263 2/2 [==============================] - 0s 11ms/step >3, 672/693, d1=0.633, d2=0.671 g=1.412 2/2 [==============================] - 0s 14ms/step >3, 673/693, d1=0.626, d2=0.680 g=1.014 2/2 [==============================] - 0s 12ms/step >3, 674/693, d1=0.635, d2=0.654 g=1.379 2/2 [==============================] - 0s 14ms/step >3, 675/693, d1=0.526, d2=0.571 g=1.287 2/2 [==============================] - 0s 12ms/step >3, 676/693, d1=0.588, d2=0.638 g=1.531 2/2 [==============================] - 0s 13ms/step >3, 677/693, d1=0.646, d2=0.720 g=1.153 2/2 [==============================] - 0s 13ms/step >3, 678/693, d1=0.667, d2=0.622 g=1.195 2/2 [==============================] - 0s 13ms/step >3, 679/693, d1=0.615, d2=0.540 g=1.367 2/2 [==============================] - 0s 14ms/step >3, 680/693, d1=0.636, d2=0.576 g=1.236 2/2 [==============================] - 0s 15ms/step >3, 681/693, d1=0.661, d2=0.545 g=1.358 2/2 [==============================] - 0s 12ms/step >3, 682/693, d1=0.667, d2=0.639 g=1.163 2/2 [==============================] - 0s 14ms/step >3, 683/693, d1=0.655, d2=0.631 g=1.227 2/2 [==============================] - 0s 14ms/step >3, 684/693, d1=0.638, d2=0.609 g=1.084 2/2 [==============================] - 0s 12ms/step >3, 685/693, d1=0.556, d2=0.644 g=1.707 2/2 [==============================] - 0s 12ms/step >3, 686/693, d1=0.590, d2=0.613 g=1.151 2/2 [==============================] - 0s 12ms/step >3, 687/693, d1=0.576, d2=0.615 g=1.079 2/2 [==============================] - 0s 12ms/step >3, 688/693, d1=0.570, d2=0.662 g=1.041 2/2 [==============================] - 0s 12ms/step >3, 689/693, d1=0.569, d2=0.757 g=1.284 2/2 [==============================] - 0s 14ms/step >3, 690/693, d1=0.560, d2=0.615 g=1.367 2/2 [==============================] - 0s 13ms/step >3, 691/693, d1=0.629, d2=0.625 g=1.308 2/2 [==============================] - 0s 13ms/step >3, 692/693, d1=0.659, d2=0.565 g=1.454 2/2 [==============================] - 0s 12ms/step >3, 693/693, d1=0.713, d2=0.503 g=1.605 2/2 [==============================] - 0s 13ms/step >4, 1/693, d1=0.672, d2=0.568 g=1.270 2/2 [==============================] - 0s 13ms/step >4, 2/693, d1=0.675, d2=0.664 g=1.216 2/2 [==============================] - 0s 12ms/step >4, 3/693, d1=0.614, d2=0.657 g=1.162 2/2 [==============================] - 0s 14ms/step >4, 4/693, d1=0.578, d2=0.585 g=1.304 2/2 [==============================] - 0s 14ms/step >4, 5/693, d1=0.551, d2=0.542 g=1.505 2/2 [==============================] - 0s 14ms/step >4, 6/693, d1=0.559, d2=0.639 g=1.246 2/2 [==============================] - 0s 13ms/step >4, 7/693, d1=0.569, d2=0.627 g=1.982 2/2 [==============================] - 0s 13ms/step >4, 8/693, d1=0.598, d2=0.628 g=1.147 2/2 [==============================] - 0s 15ms/step >4, 9/693, d1=0.584, d2=0.711 g=1.444 2/2 [==============================] - 0s 12ms/step >4, 10/693, d1=0.639, d2=0.678 g=1.577 2/2 [==============================] - 0s 14ms/step >4, 11/693, d1=0.703, d2=0.591 g=1.428 2/2 [==============================] - 0s 14ms/step >4, 12/693, d1=0.713, d2=0.629 g=1.250 2/2 [==============================] - 0s 13ms/step >4, 13/693, d1=0.608, d2=0.615 g=1.507 2/2 [==============================] - 0s 12ms/step >4, 14/693, d1=0.677, d2=0.614 g=1.654 2/2 [==============================] - 0s 12ms/step >4, 15/693, d1=0.598, d2=0.610 g=1.322 2/2 [==============================] - 0s 13ms/step >4, 16/693, d1=0.562, d2=0.623 g=1.314 2/2 [==============================] - 0s 13ms/step >4, 17/693, d1=0.584, d2=0.592 g=1.332 2/2 [==============================] - 0s 13ms/step >4, 18/693, d1=0.634, d2=0.603 g=1.425 2/2 [==============================] - 0s 13ms/step >4, 19/693, d1=0.555, d2=0.590 g=1.750 2/2 [==============================] - 0s 13ms/step >4, 20/693, d1=0.604, d2=0.585 g=1.304 2/2 [==============================] - 0s 13ms/step >4, 21/693, d1=0.556, d2=0.640 g=1.307 2/2 [==============================] - 0s 13ms/step >4, 22/693, d1=0.557, d2=0.616 g=1.248 2/2 [==============================] - 0s 12ms/step >4, 23/693, d1=0.649, d2=0.645 g=1.563 2/2 [==============================] - 0s 13ms/step >4, 24/693, d1=0.673, d2=0.518 g=1.159 2/2 [==============================] - 0s 13ms/step >4, 25/693, d1=0.675, d2=0.529 g=1.375 2/2 [==============================] - 0s 12ms/step >4, 26/693, d1=0.640, d2=0.512 g=1.329 2/2 [==============================] - 0s 12ms/step >4, 27/693, d1=0.656, d2=0.610 g=1.121 2/2 [==============================] - 0s 11ms/step >4, 28/693, d1=0.610, d2=0.621 g=1.116 2/2 [==============================] - 0s 13ms/step >4, 29/693, d1=0.575, d2=0.571 g=1.357 2/2 [==============================] - 0s 13ms/step >4, 30/693, d1=0.646, d2=0.644 g=1.282 2/2 [==============================] - 0s 13ms/step >4, 31/693, d1=0.545, d2=0.589 g=1.165 2/2 [==============================] - 0s 14ms/step >4, 32/693, d1=0.581, d2=0.700 g=1.585 2/2 [==============================] - 0s 11ms/step >4, 33/693, d1=0.599, d2=0.683 g=1.310 2/2 [==============================] - 0s 13ms/step >4, 34/693, d1=0.615, d2=0.664 g=1.026 2/2 [==============================] - 0s 12ms/step >4, 35/693, d1=0.609, d2=0.669 g=1.251 2/2 [==============================] - 0s 14ms/step >4, 36/693, d1=0.690, d2=0.613 g=1.182 2/2 [==============================] - 0s 13ms/step >4, 37/693, d1=0.644, d2=0.588 g=1.439 2/2 [==============================] - 0s 14ms/step >4, 38/693, d1=0.672, d2=0.567 g=1.508 2/2 [==============================] - 0s 13ms/step >4, 39/693, d1=0.620, d2=0.653 g=1.036 2/2 [==============================] - 0s 12ms/step >4, 40/693, d1=0.656, d2=0.632 g=1.007 2/2 [==============================] - 0s 13ms/step >4, 41/693, d1=0.656, d2=0.630 g=1.234 2/2 [==============================] - 0s 13ms/step >4, 42/693, d1=0.600, d2=0.531 g=1.538 2/2 [==============================] - 0s 12ms/step >4, 43/693, d1=0.617, d2=0.627 g=1.579 2/2 [==============================] - 0s 12ms/step >4, 44/693, d1=0.594, d2=0.683 g=1.074 2/2 [==============================] - 0s 12ms/step >4, 45/693, d1=0.532, d2=0.583 g=1.186 2/2 [==============================] - 0s 14ms/step >4, 46/693, d1=0.586, d2=0.670 g=1.435 2/2 [==============================] - 0s 14ms/step >4, 47/693, d1=0.625, d2=0.587 g=1.540 2/2 [==============================] - 0s 13ms/step >4, 48/693, d1=0.601, d2=0.604 g=1.668 2/2 [==============================] - 0s 13ms/step >4, 49/693, d1=0.674, d2=0.521 g=1.401 2/2 [==============================] - 0s 13ms/step >4, 50/693, d1=0.617, d2=0.514 g=1.389 2/2 [==============================] - 0s 12ms/step >4, 51/693, d1=0.695, d2=0.610 g=1.372 2/2 [==============================] - 0s 12ms/step >4, 52/693, d1=0.588, d2=0.676 g=1.271 2/2 [==============================] - 0s 13ms/step >4, 53/693, d1=0.579, d2=0.663 g=1.281 2/2 [==============================] - 0s 15ms/step >4, 54/693, d1=0.583, d2=0.726 g=1.484 2/2 [==============================] - 0s 14ms/step >4, 55/693, d1=0.593, d2=0.561 g=1.140 2/2 [==============================] - 0s 12ms/step >4, 56/693, d1=0.629, d2=0.720 g=1.524 2/2 [==============================] - 0s 13ms/step >4, 57/693, d1=0.616, d2=0.715 g=1.624 2/2 [==============================] - 0s 13ms/step >4, 58/693, d1=0.596, d2=0.632 g=1.595 2/2 [==============================] - 0s 14ms/step >4, 59/693, d1=0.672, d2=0.624 g=1.401 2/2 [==============================] - 0s 13ms/step >4, 60/693, d1=0.658, d2=0.550 g=1.427 2/2 [==============================] - 0s 12ms/step >4, 61/693, d1=0.672, d2=0.556 g=1.485 2/2 [==============================] - 0s 12ms/step >4, 62/693, d1=0.655, d2=0.613 g=1.058 2/2 [==============================] - 0s 12ms/step >4, 63/693, d1=0.663, d2=0.683 g=1.274 2/2 [==============================] - 0s 13ms/step >4, 64/693, d1=0.595, d2=0.610 g=1.364 2/2 [==============================] - 0s 13ms/step >4, 65/693, d1=0.618, d2=0.565 g=1.417 2/2 [==============================] - 0s 12ms/step >4, 66/693, d1=0.605, d2=0.652 g=1.238 2/2 [==============================] - 0s 13ms/step >4, 67/693, d1=0.582, d2=0.692 g=1.656 2/2 [==============================] - 0s 12ms/step >4, 68/693, d1=0.533, d2=0.676 g=1.301 2/2 [==============================] - 0s 12ms/step >4, 69/693, d1=0.648, d2=0.688 g=1.193 2/2 [==============================] - 0s 12ms/step >4, 70/693, d1=0.668, d2=0.601 g=1.458 2/2 [==============================] - 0s 13ms/step >4, 71/693, d1=0.664, d2=0.537 g=1.189 2/2 [==============================] - 0s 13ms/step >4, 72/693, d1=0.712, d2=0.552 g=1.357 2/2 [==============================] - 0s 12ms/step >4, 73/693, d1=0.631, d2=0.588 g=1.330 2/2 [==============================] - 0s 14ms/step >4, 74/693, d1=0.609, d2=0.659 g=1.275 2/2 [==============================] - 0s 13ms/step >4, 75/693, d1=0.625, d2=0.632 g=1.333 2/2 [==============================] - 0s 13ms/step >4, 76/693, d1=0.596, d2=0.646 g=1.530 2/2 [==============================] - 0s 14ms/step >4, 77/693, d1=0.624, d2=0.574 g=1.315 2/2 [==============================] - 0s 12ms/step >4, 78/693, d1=0.575, d2=0.591 g=1.100 2/2 [==============================] - 0s 11ms/step >4, 79/693, d1=0.565, d2=0.665 g=0.993 2/2 [==============================] - 0s 14ms/step >4, 80/693, d1=0.555, d2=0.744 g=1.504 2/2 [==============================] - 0s 13ms/step >4, 81/693, d1=0.607, d2=0.722 g=1.621 2/2 [==============================] - 0s 13ms/step >4, 82/693, d1=0.642, d2=0.598 g=1.417 2/2 [==============================] - 0s 14ms/step >4, 83/693, d1=0.671, d2=0.477 g=1.860 2/2 [==============================] - 0s 14ms/step >4, 84/693, d1=0.719, d2=0.560 g=1.230 2/2 [==============================] - 0s 13ms/step >4, 85/693, d1=0.653, d2=0.549 g=1.349 2/2 [==============================] - 0s 13ms/step >4, 86/693, d1=0.651, d2=0.665 g=1.093 2/2 [==============================] - 0s 13ms/step >4, 87/693, d1=0.585, d2=0.649 g=0.939 2/2 [==============================] - 0s 14ms/step >4, 88/693, d1=0.680, d2=0.706 g=1.448 2/2 [==============================] - 0s 13ms/step >4, 89/693, d1=0.543, d2=0.657 g=1.405 2/2 [==============================] - 0s 13ms/step >4, 90/693, d1=0.556, d2=0.606 g=2.032 2/2 [==============================] - 0s 14ms/step >4, 91/693, d1=0.568, d2=0.548 g=1.222 2/2 [==============================] - 0s 12ms/step >4, 92/693, d1=0.590, d2=0.655 g=1.314 2/2 [==============================] - 0s 12ms/step >4, 93/693, d1=0.615, d2=0.643 g=1.404 2/2 [==============================] - 0s 14ms/step >4, 94/693, d1=0.623, d2=0.652 g=1.306 2/2 [==============================] - 0s 12ms/step >4, 95/693, d1=0.632, d2=0.600 g=1.402 2/2 [==============================] - 0s 14ms/step >4, 96/693, d1=0.658, d2=0.526 g=1.402 2/2 [==============================] - 0s 14ms/step >4, 97/693, d1=0.700, d2=0.513 g=1.366 2/2 [==============================] - 0s 14ms/step >4, 98/693, d1=0.655, d2=0.595 g=1.079 2/2 [==============================] - 0s 13ms/step >4, 99/693, d1=0.679, d2=0.649 g=0.926 2/2 [==============================] - 0s 11ms/step >4, 100/693, d1=0.620, d2=0.597 g=1.668 2/2 [==============================] - 0s 13ms/step >4, 101/693, d1=0.617, d2=0.657 g=1.182 2/2 [==============================] - 0s 13ms/step >4, 102/693, d1=0.634, d2=0.628 g=1.461 2/2 [==============================] - 0s 13ms/step >4, 103/693, d1=0.518, d2=0.640 g=1.112 2/2 [==============================] - 0s 13ms/step >4, 104/693, d1=0.566, d2=0.707 g=1.566 2/2 [==============================] - 0s 13ms/step >4, 105/693, d1=0.577, d2=0.668 g=1.088 2/2 [==============================] - 0s 12ms/step >4, 106/693, d1=0.553, d2=0.643 g=1.205 2/2 [==============================] - 0s 13ms/step >4, 107/693, d1=0.629, d2=0.637 g=1.212 2/2 [==============================] - 0s 14ms/step >4, 108/693, d1=0.679, d2=0.537 g=1.208 2/2 [==============================] - 0s 12ms/step >4, 109/693, d1=0.672, d2=0.554 g=1.292 2/2 [==============================] - 0s 13ms/step >4, 110/693, d1=0.596, d2=0.631 g=1.608 2/2 [==============================] - 0s 13ms/step >4, 111/693, d1=0.684, d2=0.671 g=1.267 2/2 [==============================] - 0s 13ms/step >4, 112/693, d1=0.591, d2=0.689 g=1.578 2/2 [==============================] - 0s 13ms/step >4, 113/693, d1=0.596, d2=0.586 g=0.941 2/2 [==============================] - 0s 13ms/step >4, 114/693, d1=0.606, d2=0.608 g=1.430 2/2 [==============================] - 0s 12ms/step >4, 115/693, d1=0.554, d2=0.626 g=1.683 2/2 [==============================] - 0s 13ms/step >4, 116/693, d1=0.582, d2=0.642 g=1.710 2/2 [==============================] - 0s 14ms/step >4, 117/693, d1=0.647, d2=0.664 g=1.303 2/2 [==============================] - 0s 13ms/step >4, 118/693, d1=0.596, d2=0.523 g=1.475 2/2 [==============================] - 0s 14ms/step >4, 119/693, d1=0.597, d2=0.556 g=1.397 2/2 [==============================] - 0s 13ms/step >4, 120/693, d1=0.687, d2=0.579 g=1.188 2/2 [==============================] - 0s 11ms/step >4, 121/693, d1=0.623, d2=0.595 g=1.675 2/2 [==============================] - 0s 13ms/step >4, 122/693, d1=0.679, d2=0.572 g=1.392 2/2 [==============================] - 0s 12ms/step >4, 123/693, d1=0.627, d2=0.579 g=1.221 2/2 [==============================] - 0s 13ms/step >4, 124/693, d1=0.630, d2=0.663 g=1.210 2/2 [==============================] - 0s 14ms/step >4, 125/693, d1=0.675, d2=0.649 g=1.256 2/2 [==============================] - 0s 13ms/step >4, 126/693, d1=0.617, d2=0.610 g=1.318 2/2 [==============================] - 0s 15ms/step >4, 127/693, d1=0.591, d2=0.701 g=1.532 2/2 [==============================] - 0s 13ms/step >4, 128/693, d1=0.557, d2=0.598 g=1.739 2/2 [==============================] - 0s 12ms/step >4, 129/693, d1=0.579, d2=0.624 g=1.356 2/2 [==============================] - 0s 14ms/step >4, 130/693, d1=0.622, d2=0.688 g=1.358 2/2 [==============================] - 0s 12ms/step >4, 131/693, d1=0.666, d2=0.639 g=1.252 2/2 [==============================] - 0s 13ms/step >4, 132/693, d1=0.636, d2=0.546 g=1.461 2/2 [==============================] - 0s 12ms/step >4, 133/693, d1=0.642, d2=0.592 g=1.592 2/2 [==============================] - 0s 12ms/step >4, 134/693, d1=0.586, d2=0.550 g=1.209 2/2 [==============================] - 0s 13ms/step >4, 135/693, d1=0.626, d2=0.593 g=1.399 2/2 [==============================] - 0s 14ms/step >4, 136/693, d1=0.693, d2=0.619 g=1.349 2/2 [==============================] - 0s 13ms/step >4, 137/693, d1=0.584, d2=0.604 g=1.397 2/2 [==============================] - 0s 13ms/step >4, 138/693, d1=0.615, d2=0.635 g=1.087 2/2 [==============================] - 0s 13ms/step >4, 139/693, d1=0.643, d2=0.616 g=1.369 2/2 [==============================] - 0s 13ms/step >4, 140/693, d1=0.569, d2=0.618 g=1.523 2/2 [==============================] - 0s 14ms/step >4, 141/693, d1=0.550, d2=0.678 g=1.159 2/2 [==============================] - 0s 13ms/step >4, 142/693, d1=0.598, d2=0.615 g=1.258 2/2 [==============================] - 0s 14ms/step >4, 143/693, d1=0.637, d2=0.564 g=1.376 2/2 [==============================] - 0s 14ms/step >4, 144/693, d1=0.608, d2=0.579 g=1.286 2/2 [==============================] - 0s 14ms/step >4, 145/693, d1=0.643, d2=0.591 g=1.535 2/2 [==============================] - 0s 13ms/step >4, 146/693, d1=0.674, d2=0.520 g=1.320 2/2 [==============================] - 0s 13ms/step >4, 147/693, d1=0.640, d2=0.514 g=1.224 2/2 [==============================] - 0s 12ms/step >4, 148/693, d1=0.678, d2=0.617 g=1.317 2/2 [==============================] - 0s 13ms/step >4, 149/693, d1=0.563, d2=0.617 g=1.005 2/2 [==============================] - 0s 13ms/step >4, 150/693, d1=0.551, d2=0.637 g=1.206 2/2 [==============================] - 0s 13ms/step >4, 151/693, d1=0.621, d2=0.578 g=1.253 2/2 [==============================] - 0s 13ms/step >4, 152/693, d1=0.623, d2=0.609 g=1.618 2/2 [==============================] - 0s 13ms/step >4, 153/693, d1=0.650, d2=0.679 g=1.316 2/2 [==============================] - 0s 13ms/step >4, 154/693, d1=0.574, d2=0.715 g=1.315 2/2 [==============================] - 0s 13ms/step >4, 155/693, d1=0.606, d2=0.621 g=1.140 2/2 [==============================] - 0s 13ms/step >4, 156/693, d1=0.622, d2=0.604 g=1.453 2/2 [==============================] - 0s 13ms/step >4, 157/693, d1=0.637, d2=0.560 g=1.541 2/2 [==============================] - 0s 13ms/step >4, 158/693, d1=0.710, d2=0.599 g=1.258 2/2 [==============================] - 0s 11ms/step >4, 159/693, d1=0.645, d2=0.640 g=1.117 2/2 [==============================] - 0s 13ms/step >4, 160/693, d1=0.674, d2=0.603 g=1.312 2/2 [==============================] - 0s 12ms/step >4, 161/693, d1=0.598, d2=0.643 g=1.436 2/2 [==============================] - 0s 13ms/step >4, 162/693, d1=0.639, d2=0.609 g=1.377 2/2 [==============================] - 0s 11ms/step >4, 163/693, d1=0.551, d2=0.586 g=1.287 2/2 [==============================] - 0s 14ms/step >4, 164/693, d1=0.545, d2=0.630 g=1.655 2/2 [==============================] - 0s 13ms/step >4, 165/693, d1=0.590, d2=0.576 g=1.246 2/2 [==============================] - 0s 12ms/step >4, 166/693, d1=0.634, d2=0.709 g=1.320 2/2 [==============================] - 0s 14ms/step >4, 167/693, d1=0.697, d2=0.574 g=1.784 2/2 [==============================] - 0s 13ms/step >4, 168/693, d1=0.624, d2=0.545 g=1.577 2/2 [==============================] - 0s 12ms/step >4, 169/693, d1=0.626, d2=0.563 g=1.199 2/2 [==============================] - 0s 13ms/step >4, 170/693, d1=0.711, d2=0.576 g=1.134 2/2 [==============================] - 0s 13ms/step >4, 171/693, d1=0.650, d2=0.663 g=1.248 2/2 [==============================] - 0s 14ms/step >4, 172/693, d1=0.634, d2=0.669 g=1.244 2/2 [==============================] - 0s 13ms/step >4, 173/693, d1=0.576, d2=0.704 g=1.359 2/2 [==============================] - 0s 14ms/step >4, 174/693, d1=0.590, d2=0.654 g=1.144 2/2 [==============================] - 0s 13ms/step >4, 175/693, d1=0.669, d2=0.620 g=1.702 2/2 [==============================] - 0s 13ms/step >4, 176/693, d1=0.601, d2=0.644 g=1.175 2/2 [==============================] - 0s 12ms/step >4, 177/693, d1=0.600, d2=0.619 g=1.559 2/2 [==============================] - 0s 13ms/step >4, 178/693, d1=0.611, d2=0.635 g=1.227 2/2 [==============================] - 0s 12ms/step >4, 179/693, d1=0.684, d2=0.534 g=1.364 2/2 [==============================] - 0s 14ms/step >4, 180/693, d1=0.672, d2=0.551 g=1.154 2/2 [==============================] - 0s 14ms/step >4, 181/693, d1=0.601, d2=0.602 g=1.291 2/2 [==============================] - 0s 14ms/step >4, 182/693, d1=0.615, d2=0.662 g=1.047 2/2 [==============================] - 0s 14ms/step >4, 183/693, d1=0.606, d2=0.568 g=1.413 2/2 [==============================] - 0s 13ms/step >4, 184/693, d1=0.675, d2=0.572 g=1.059 2/2 [==============================] - 0s 12ms/step >4, 185/693, d1=0.536, d2=0.600 g=1.364 2/2 [==============================] - 0s 14ms/step >4, 186/693, d1=0.590, d2=0.585 g=1.936 2/2 [==============================] - 0s 14ms/step >4, 187/693, d1=0.559, d2=0.639 g=1.479 2/2 [==============================] - 0s 13ms/step >4, 188/693, d1=0.527, d2=0.756 g=1.019 2/2 [==============================] - 0s 12ms/step >4, 189/693, d1=0.618, d2=0.650 g=1.440 2/2 [==============================] - 0s 14ms/step >4, 190/693, d1=0.724, d2=0.626 g=1.582 2/2 [==============================] - 0s 13ms/step >4, 191/693, d1=0.749, d2=0.487 g=1.712 2/2 [==============================] - 0s 13ms/step >4, 192/693, d1=0.717, d2=0.560 g=1.393 2/2 [==============================] - 0s 14ms/step >4, 193/693, d1=0.576, d2=0.628 g=1.290 2/2 [==============================] - 0s 13ms/step >4, 194/693, d1=0.667, d2=0.611 g=1.271 2/2 [==============================] - 0s 14ms/step >4, 195/693, d1=0.722, d2=0.634 g=1.106 2/2 [==============================] - 0s 13ms/step >4, 196/693, d1=0.604, d2=0.641 g=1.346 2/2 [==============================] - 0s 15ms/step >4, 197/693, d1=0.623, d2=0.623 g=1.558 2/2 [==============================] - 0s 12ms/step >4, 198/693, d1=0.522, d2=0.701 g=1.460 2/2 [==============================] - 0s 13ms/step >4, 199/693, d1=0.562, d2=0.698 g=1.395 2/2 [==============================] - 0s 14ms/step >4, 200/693, d1=0.672, d2=0.676 g=1.688 2/2 [==============================] - 0s 12ms/step >4, 201/693, d1=0.691, d2=0.580 g=1.452 2/2 [==============================] - 0s 13ms/step >4, 202/693, d1=0.563, d2=0.540 g=1.484 2/2 [==============================] - 0s 14ms/step >4, 203/693, d1=0.638, d2=0.499 g=1.481 2/2 [==============================] - 0s 13ms/step >4, 204/693, d1=0.730, d2=0.532 g=1.252 2/2 [==============================] - 0s 14ms/step >4, 205/693, d1=0.730, d2=0.659 g=1.032 2/2 [==============================] - 0s 13ms/step >4, 206/693, d1=0.547, d2=0.690 g=1.190 2/2 [==============================] - 0s 12ms/step >4, 207/693, d1=0.573, d2=0.643 g=1.065 2/2 [==============================] - 0s 13ms/step >4, 208/693, d1=0.591, d2=0.601 g=1.370 2/2 [==============================] - 0s 13ms/step >4, 209/693, d1=0.545, d2=0.572 g=1.217 2/2 [==============================] - 0s 13ms/step >4, 210/693, d1=0.564, d2=0.594 g=1.271 2/2 [==============================] - 0s 13ms/step >4, 211/693, d1=0.662, d2=0.697 g=1.222 2/2 [==============================] - 0s 11ms/step >4, 212/693, d1=0.570, d2=0.670 g=1.064 2/2 [==============================] - 0s 14ms/step >4, 213/693, d1=0.662, d2=0.613 g=1.609 2/2 [==============================] - 0s 12ms/step >4, 214/693, d1=0.722, d2=0.590 g=1.576 2/2 [==============================] - 0s 13ms/step >4, 215/693, d1=0.614, d2=0.467 g=1.203 2/2 [==============================] - 0s 14ms/step >4, 216/693, d1=0.656, d2=0.525 g=1.229 2/2 [==============================] - 0s 14ms/step >4, 217/693, d1=0.701, d2=0.602 g=1.549 2/2 [==============================] - 0s 14ms/step >4, 218/693, d1=0.615, d2=0.693 g=1.100 2/2 [==============================] - 0s 13ms/step >4, 219/693, d1=0.603, d2=0.656 g=1.209 2/2 [==============================] - 0s 14ms/step >4, 220/693, d1=0.597, d2=0.590 g=1.555 2/2 [==============================] - 0s 14ms/step >4, 221/693, d1=0.533, d2=0.551 g=1.755 2/2 [==============================] - 0s 14ms/step >4, 222/693, d1=0.543, d2=0.679 g=1.208 2/2 [==============================] - 0s 12ms/step >4, 223/693, d1=0.537, d2=0.694 g=1.430 2/2 [==============================] - 0s 12ms/step >4, 224/693, d1=0.589, d2=0.695 g=1.353 2/2 [==============================] - 0s 14ms/step >4, 225/693, d1=0.617, d2=0.681 g=1.663 2/2 [==============================] - 0s 14ms/step >4, 226/693, d1=0.699, d2=0.603 g=1.462 2/2 [==============================] - 0s 13ms/step >4, 227/693, d1=0.695, d2=0.533 g=1.300 2/2 [==============================] - 0s 12ms/step >4, 228/693, d1=0.665, d2=0.574 g=1.419 2/2 [==============================] - 0s 12ms/step >4, 229/693, d1=0.651, d2=0.651 g=1.430 2/2 [==============================] - 0s 13ms/step >4, 230/693, d1=0.599, d2=0.676 g=1.195 2/2 [==============================] - 0s 13ms/step >4, 231/693, d1=0.704, d2=0.585 g=1.277 2/2 [==============================] - 0s 13ms/step >4, 232/693, d1=0.630, d2=0.642 g=1.591 2/2 [==============================] - 0s 13ms/step >4, 233/693, d1=0.646, d2=0.560 g=1.373 2/2 [==============================] - 0s 12ms/step >4, 234/693, d1=0.526, d2=0.578 g=1.886 2/2 [==============================] - 0s 12ms/step >4, 235/693, d1=0.592, d2=0.620 g=0.996 2/2 [==============================] - 0s 11ms/step >4, 236/693, d1=0.560, d2=0.646 g=1.281 2/2 [==============================] - 0s 13ms/step >4, 237/693, d1=0.614, d2=0.653 g=1.377 2/2 [==============================] - 0s 15ms/step >4, 238/693, d1=0.586, d2=0.631 g=1.503 2/2 [==============================] - 0s 13ms/step >4, 239/693, d1=0.623, d2=0.589 g=1.540 2/2 [==============================] - 0s 13ms/step >4, 240/693, d1=0.674, d2=0.497 g=1.623 2/2 [==============================] - 0s 15ms/step >4, 241/693, d1=0.618, d2=0.567 g=1.649 2/2 [==============================] - 0s 12ms/step >4, 242/693, d1=0.720, d2=0.588 g=1.131 2/2 [==============================] - 0s 11ms/step >4, 243/693, d1=0.624, d2=0.659 g=1.307 2/2 [==============================] - 0s 13ms/step >4, 244/693, d1=0.593, d2=0.584 g=1.254 2/2 [==============================] - 0s 13ms/step >4, 245/693, d1=0.590, d2=0.644 g=1.191 2/2 [==============================] - 0s 14ms/step >4, 246/693, d1=0.528, d2=0.571 g=1.319 2/2 [==============================] - 0s 15ms/step >4, 247/693, d1=0.532, d2=0.615 g=1.729 2/2 [==============================] - 0s 11ms/step >4, 248/693, d1=0.624, d2=0.626 g=1.318 2/2 [==============================] - 0s 13ms/step >4, 249/693, d1=0.560, d2=0.778 g=1.141 2/2 [==============================] - 0s 13ms/step >4, 250/693, d1=0.596, d2=0.709 g=1.367 2/2 [==============================] - 0s 12ms/step >4, 251/693, d1=0.602, d2=0.494 g=1.899 2/2 [==============================] - 0s 13ms/step >4, 252/693, d1=0.704, d2=0.485 g=1.434 2/2 [==============================] - 0s 12ms/step >4, 253/693, d1=0.638, d2=0.542 g=1.529 2/2 [==============================] - 0s 13ms/step >4, 254/693, d1=0.643, d2=0.642 g=1.576 2/2 [==============================] - 0s 13ms/step >4, 255/693, d1=0.650, d2=0.590 g=1.051 2/2 [==============================] - 0s 13ms/step >4, 256/693, d1=0.687, d2=0.638 g=1.039 2/2 [==============================] - 0s 13ms/step >4, 257/693, d1=0.573, d2=0.641 g=1.035 2/2 [==============================] - 0s 14ms/step >4, 258/693, d1=0.565, d2=0.622 g=1.355 2/2 [==============================] - 0s 14ms/step >4, 259/693, d1=0.440, d2=0.606 g=1.480 2/2 [==============================] - 0s 13ms/step >4, 260/693, d1=0.631, d2=0.572 g=1.287 2/2 [==============================] - 0s 14ms/step >4, 261/693, d1=0.590, d2=0.719 g=1.139 2/2 [==============================] - 0s 14ms/step >4, 262/693, d1=0.573, d2=0.732 g=1.177 2/2 [==============================] - 0s 13ms/step >4, 263/693, d1=0.597, d2=0.586 g=1.373 2/2 [==============================] - 0s 13ms/step >4, 264/693, d1=0.707, d2=0.497 g=1.786 2/2 [==============================] - 0s 13ms/step >4, 265/693, d1=0.726, d2=0.536 g=1.627 2/2 [==============================] - 0s 13ms/step >4, 266/693, d1=0.641, d2=0.592 g=1.199 2/2 [==============================] - 0s 14ms/step >4, 267/693, d1=0.694, d2=0.663 g=1.304 2/2 [==============================] - 0s 15ms/step >4, 268/693, d1=0.658, d2=0.687 g=1.151 2/2 [==============================] - 0s 14ms/step >4, 269/693, d1=0.627, d2=0.638 g=1.017 2/2 [==============================] - 0s 14ms/step >4, 270/693, d1=0.594, d2=0.585 g=1.359 2/2 [==============================] - 0s 14ms/step >4, 271/693, d1=0.566, d2=0.587 g=1.262 2/2 [==============================] - 0s 13ms/step >4, 272/693, d1=0.571, d2=0.636 g=1.535 2/2 [==============================] - 0s 12ms/step >4, 273/693, d1=0.548, d2=0.673 g=1.633 2/2 [==============================] - 0s 12ms/step >4, 274/693, d1=0.582, d2=0.704 g=1.137 2/2 [==============================] - 0s 11ms/step >4, 275/693, d1=0.723, d2=0.682 g=1.462 2/2 [==============================] - 0s 13ms/step >4, 276/693, d1=0.721, d2=0.568 g=1.345 2/2 [==============================] - 0s 13ms/step >4, 277/693, d1=0.591, d2=0.513 g=1.387 2/2 [==============================] - 0s 11ms/step >4, 278/693, d1=0.667, d2=0.504 g=1.067 2/2 [==============================] - 0s 15ms/step >4, 279/693, d1=0.652, d2=0.578 g=1.340 2/2 [==============================] - 0s 12ms/step >4, 280/693, d1=0.599, d2=0.585 g=1.222 2/2 [==============================] - 0s 14ms/step >4, 281/693, d1=0.644, d2=0.671 g=0.968 2/2 [==============================] - 0s 13ms/step >4, 282/693, d1=0.577, d2=0.713 g=1.171 2/2 [==============================] - 0s 12ms/step >4, 283/693, d1=0.590, d2=0.657 g=1.476 2/2 [==============================] - 0s 12ms/step >4, 284/693, d1=0.568, d2=0.591 g=1.429 2/2 [==============================] - 0s 13ms/step >4, 285/693, d1=0.604, d2=0.579 g=1.276 2/2 [==============================] - 0s 13ms/step >4, 286/693, d1=0.570, d2=0.654 g=1.437 2/2 [==============================] - 0s 13ms/step >4, 287/693, d1=0.563, d2=0.634 g=1.147 2/2 [==============================] - 0s 14ms/step >4, 288/693, d1=0.619, d2=0.687 g=1.615 2/2 [==============================] - 0s 14ms/step >4, 289/693, d1=0.672, d2=0.587 g=1.627 2/2 [==============================] - 0s 13ms/step >4, 290/693, d1=0.621, d2=0.536 g=1.360 2/2 [==============================] - 0s 14ms/step >4, 291/693, d1=0.694, d2=0.485 g=1.415 2/2 [==============================] - 0s 13ms/step >4, 292/693, d1=0.668, d2=0.605 g=1.486 2/2 [==============================] - 0s 12ms/step >4, 293/693, d1=0.606, d2=0.692 g=1.550 2/2 [==============================] - 0s 13ms/step >4, 294/693, d1=0.573, d2=0.668 g=1.113 2/2 [==============================] - 0s 12ms/step >4, 295/693, d1=0.545, d2=0.593 g=1.191 2/2 [==============================] - 0s 12ms/step >4, 296/693, d1=0.615, d2=0.572 g=1.290 2/2 [==============================] - 0s 13ms/step >4, 297/693, d1=0.660, d2=0.584 g=1.106 2/2 [==============================] - 0s 14ms/step >4, 298/693, d1=0.602, d2=0.658 g=1.103 2/2 [==============================] - 0s 13ms/step >4, 299/693, d1=0.476, d2=0.725 g=1.422 2/2 [==============================] - 0s 11ms/step >4, 300/693, d1=0.624, d2=0.570 g=1.728 2/2 [==============================] - 0s 13ms/step >4, 301/693, d1=0.663, d2=0.628 g=1.569 2/2 [==============================] - 0s 14ms/step >4, 302/693, d1=0.669, d2=0.603 g=1.479 2/2 [==============================] - 0s 11ms/step >4, 303/693, d1=0.711, d2=0.535 g=1.504 2/2 [==============================] - 0s 13ms/step >4, 304/693, d1=0.681, d2=0.644 g=1.401 2/2 [==============================] - 0s 12ms/step >4, 305/693, d1=0.613, d2=0.609 g=1.462 2/2 [==============================] - 0s 11ms/step >4, 306/693, d1=0.626, d2=0.612 g=1.476 2/2 [==============================] - 0s 12ms/step >4, 307/693, d1=0.624, d2=0.648 g=1.207 2/2 [==============================] - 0s 14ms/step >4, 308/693, d1=0.599, d2=0.631 g=1.096 2/2 [==============================] - 0s 12ms/step >4, 309/693, d1=0.601, d2=0.595 g=1.563 2/2 [==============================] - 0s 12ms/step >4, 310/693, d1=0.568, d2=0.673 g=1.473 2/2 [==============================] - 0s 12ms/step >4, 311/693, d1=0.628, d2=0.636 g=1.115 2/2 [==============================] - 0s 14ms/step >4, 312/693, d1=0.637, d2=0.635 g=1.274 2/2 [==============================] - 0s 13ms/step >4, 313/693, d1=0.683, d2=0.591 g=1.396 2/2 [==============================] - 0s 13ms/step >4, 314/693, d1=0.655, d2=0.572 g=1.412 2/2 [==============================] - 0s 14ms/step >4, 315/693, d1=0.656, d2=0.499 g=1.264 2/2 [==============================] - 0s 12ms/step >4, 316/693, d1=0.657, d2=0.583 g=1.652 2/2 [==============================] - 0s 13ms/step >4, 317/693, d1=0.653, d2=0.603 g=1.047 2/2 [==============================] - 0s 14ms/step >4, 318/693, d1=0.612, d2=0.668 g=1.110 2/2 [==============================] - 0s 14ms/step >4, 319/693, d1=0.602, d2=0.656 g=1.102 2/2 [==============================] - 0s 13ms/step >4, 320/693, d1=0.533, d2=0.646 g=1.208 2/2 [==============================] - 0s 12ms/step >4, 321/693, d1=0.602, d2=0.596 g=1.553 2/2 [==============================] - 0s 13ms/step >4, 322/693, d1=0.562, d2=0.595 g=1.220 2/2 [==============================] - 0s 12ms/step >4, 323/693, d1=0.570, d2=0.645 g=1.481 2/2 [==============================] - 0s 13ms/step >4, 324/693, d1=0.593, d2=0.694 g=1.186 2/2 [==============================] - 0s 13ms/step >4, 325/693, d1=0.631, d2=0.700 g=1.614 2/2 [==============================] - 0s 12ms/step >4, 326/693, d1=0.637, d2=0.584 g=1.401 2/2 [==============================] - 0s 14ms/step >4, 327/693, d1=0.613, d2=0.539 g=1.200 2/2 [==============================] - 0s 12ms/step >4, 328/693, d1=0.640, d2=0.565 g=1.524 2/2 [==============================] - 0s 14ms/step >4, 329/693, d1=0.675, d2=0.573 g=1.752 2/2 [==============================] - 0s 12ms/step >4, 330/693, d1=0.641, d2=0.569 g=1.130 2/2 [==============================] - 0s 12ms/step >4, 331/693, d1=0.633, d2=0.590 g=1.407 2/2 [==============================] - 0s 12ms/step >4, 332/693, d1=0.568, d2=0.621 g=1.143 2/2 [==============================] - 0s 11ms/step >4, 333/693, d1=0.579, d2=0.623 g=1.169 2/2 [==============================] - 0s 14ms/step >4, 334/693, d1=0.584, d2=0.673 g=1.249 2/2 [==============================] - 0s 13ms/step >4, 335/693, d1=0.594, d2=0.676 g=1.004 2/2 [==============================] - 0s 14ms/step >4, 336/693, d1=0.572, d2=0.636 g=1.323 2/2 [==============================] - 0s 13ms/step >4, 337/693, d1=0.600, d2=0.574 g=1.259 2/2 [==============================] - 0s 13ms/step >4, 338/693, d1=0.733, d2=0.610 g=1.734 2/2 [==============================] - 0s 13ms/step >4, 339/693, d1=0.614, d2=0.548 g=1.464 2/2 [==============================] - 0s 14ms/step >4, 340/693, d1=0.634, d2=0.533 g=1.464 2/2 [==============================] - 0s 12ms/step >4, 341/693, d1=0.619, d2=0.533 g=1.178 2/2 [==============================] - 0s 13ms/step >4, 342/693, d1=0.668, d2=0.590 g=1.233 2/2 [==============================] - 0s 12ms/step >4, 343/693, d1=0.631, d2=0.635 g=1.016 2/2 [==============================] - 0s 13ms/step >4, 344/693, d1=0.619, d2=0.623 g=1.255 2/2 [==============================] - 0s 14ms/step >4, 345/693, d1=0.649, d2=0.627 g=1.186 2/2 [==============================] - 0s 13ms/step >4, 346/693, d1=0.548, d2=0.561 g=1.340 2/2 [==============================] - 0s 14ms/step >4, 347/693, d1=0.526, d2=0.687 g=1.211 2/2 [==============================] - 0s 11ms/step >4, 348/693, d1=0.554, d2=0.676 g=1.193 2/2 [==============================] - 0s 13ms/step >4, 349/693, d1=0.672, d2=0.680 g=1.104 2/2 [==============================] - 0s 12ms/step >4, 350/693, d1=0.551, d2=0.726 g=1.212 2/2 [==============================] - 0s 14ms/step >4, 351/693, d1=0.726, d2=0.529 g=1.359 2/2 [==============================] - 0s 13ms/step >4, 352/693, d1=0.723, d2=0.507 g=1.718 2/2 [==============================] - 0s 13ms/step >4, 353/693, d1=0.684, d2=0.535 g=1.386 2/2 [==============================] - 0s 12ms/step >4, 354/693, d1=0.586, d2=0.629 g=1.474 2/2 [==============================] - 0s 13ms/step >4, 355/693, d1=0.630, d2=0.720 g=1.189 2/2 [==============================] - 0s 12ms/step >4, 356/693, d1=0.631, d2=0.628 g=1.416 2/2 [==============================] - 0s 12ms/step >4, 357/693, d1=0.613, d2=0.622 g=1.282 2/2 [==============================] - 0s 13ms/step >4, 358/693, d1=0.605, d2=0.612 g=1.360 2/2 [==============================] - 0s 12ms/step >4, 359/693, d1=0.508, d2=0.635 g=1.330 2/2 [==============================] - 0s 12ms/step >4, 360/693, d1=0.562, d2=0.624 g=1.439 2/2 [==============================] - 0s 14ms/step >4, 361/693, d1=0.563, d2=0.710 g=1.267 2/2 [==============================] - 0s 12ms/step >4, 362/693, d1=0.645, d2=0.663 g=1.208 2/2 [==============================] - 0s 11ms/step >4, 363/693, d1=0.589, d2=0.646 g=1.332 2/2 [==============================] - 0s 12ms/step >4, 364/693, d1=0.667, d2=0.532 g=1.800 2/2 [==============================] - 0s 13ms/step >4, 365/693, d1=0.726, d2=0.465 g=1.776 2/2 [==============================] - 0s 12ms/step >4, 366/693, d1=0.701, d2=0.562 g=1.451 2/2 [==============================] - 0s 14ms/step >4, 367/693, d1=0.676, d2=0.667 g=1.368 2/2 [==============================] - 0s 14ms/step >4, 368/693, d1=0.565, d2=0.619 g=1.336 2/2 [==============================] - 0s 13ms/step >4, 369/693, d1=0.713, d2=0.650 g=1.185 2/2 [==============================] - 0s 13ms/step >4, 370/693, d1=0.621, d2=0.586 g=1.296 2/2 [==============================] - 0s 12ms/step >4, 371/693, d1=0.592, d2=0.543 g=1.455 2/2 [==============================] - 0s 14ms/step >4, 372/693, d1=0.525, d2=0.664 g=1.440 2/2 [==============================] - 0s 13ms/step >4, 373/693, d1=0.562, d2=0.596 g=1.299 2/2 [==============================] - 0s 14ms/step >4, 374/693, d1=0.607, d2=0.734 g=1.542 2/2 [==============================] - 0s 12ms/step >4, 375/693, d1=0.585, d2=0.636 g=1.506 2/2 [==============================] - 0s 13ms/step >4, 376/693, d1=0.651, d2=0.522 g=1.919 2/2 [==============================] - 0s 12ms/step >4, 377/693, d1=0.661, d2=0.449 g=1.503 2/2 [==============================] - 0s 12ms/step >4, 378/693, d1=0.669, d2=0.567 g=1.458 2/2 [==============================] - 0s 12ms/step >4, 379/693, d1=0.741, d2=0.647 g=1.372 2/2 [==============================] - 0s 13ms/step >4, 380/693, d1=0.581, d2=0.665 g=1.346 2/2 [==============================] - 0s 13ms/step >4, 381/693, d1=0.587, d2=0.723 g=1.434 2/2 [==============================] - 0s 13ms/step >4, 382/693, d1=0.636, d2=0.731 g=1.581 2/2 [==============================] - 0s 13ms/step >4, 383/693, d1=0.614, d2=0.649 g=1.321 2/2 [==============================] - 0s 13ms/step >4, 384/693, d1=0.603, d2=0.561 g=1.120 2/2 [==============================] - 0s 14ms/step >4, 385/693, d1=0.576, d2=0.666 g=1.278 2/2 [==============================] - 0s 12ms/step >4, 386/693, d1=0.561, d2=0.595 g=1.175 2/2 [==============================] - 0s 13ms/step >4, 387/693, d1=0.598, d2=0.689 g=1.112 2/2 [==============================] - 0s 12ms/step >4, 388/693, d1=0.693, d2=0.669 g=1.411 2/2 [==============================] - 0s 13ms/step >4, 389/693, d1=0.591, d2=0.613 g=1.338 2/2 [==============================] - 0s 13ms/step >4, 390/693, d1=0.663, d2=0.607 g=1.580 2/2 [==============================] - 0s 12ms/step >4, 391/693, d1=0.674, d2=0.587 g=1.448 2/2 [==============================] - 0s 12ms/step >4, 392/693, d1=0.611, d2=0.596 g=1.373 2/2 [==============================] - 0s 13ms/step >4, 393/693, d1=0.604, d2=0.560 g=1.592 2/2 [==============================] - 0s 14ms/step >4, 394/693, d1=0.721, d2=0.680 g=1.386 2/2 [==============================] - 0s 12ms/step >4, 395/693, d1=0.625, d2=0.648 g=1.397 2/2 [==============================] - 0s 14ms/step >4, 396/693, d1=0.618, d2=0.687 g=1.349 2/2 [==============================] - 0s 13ms/step >4, 397/693, d1=0.562, d2=0.647 g=1.341 2/2 [==============================] - 0s 12ms/step >4, 398/693, d1=0.566, d2=0.631 g=1.705 2/2 [==============================] - 0s 13ms/step >4, 399/693, d1=0.581, d2=0.615 g=1.506 2/2 [==============================] - 0s 13ms/step >4, 400/693, d1=0.592, d2=0.592 g=1.449 2/2 [==============================] - 0s 13ms/step >4, 401/693, d1=0.688, d2=0.610 g=1.195 2/2 [==============================] - 0s 12ms/step >4, 402/693, d1=0.650, d2=0.573 g=1.706 2/2 [==============================] - 0s 14ms/step >4, 403/693, d1=0.639, d2=0.544 g=1.850 2/2 [==============================] - 0s 11ms/step >4, 404/693, d1=0.653, d2=0.570 g=1.369 2/2 [==============================] - 0s 13ms/step >4, 405/693, d1=0.659, d2=0.556 g=1.394 2/2 [==============================] - 0s 13ms/step >4, 406/693, d1=0.639, d2=0.615 g=1.401 2/2 [==============================] - 0s 14ms/step >4, 407/693, d1=0.673, d2=0.589 g=1.300 2/2 [==============================] - 0s 13ms/step >4, 408/693, d1=0.612, d2=0.626 g=1.307 2/2 [==============================] - 0s 14ms/step >4, 409/693, d1=0.584, d2=0.607 g=1.465 2/2 [==============================] - 0s 12ms/step >4, 410/693, d1=0.586, d2=0.621 g=1.440 2/2 [==============================] - 0s 12ms/step >4, 411/693, d1=0.580, d2=0.632 g=1.306 2/2 [==============================] - 0s 13ms/step >4, 412/693, d1=0.638, d2=0.593 g=1.420 2/2 [==============================] - 0s 12ms/step >4, 413/693, d1=0.615, d2=0.587 g=1.141 2/2 [==============================] - 0s 13ms/step >4, 414/693, d1=0.650, d2=0.616 g=1.506 2/2 [==============================] - 0s 11ms/step >4, 415/693, d1=0.614, d2=0.667 g=1.198 2/2 [==============================] - 0s 13ms/step >4, 416/693, d1=0.600, d2=0.560 g=1.441 2/2 [==============================] - 0s 12ms/step >4, 417/693, d1=0.717, d2=0.598 g=1.280 2/2 [==============================] - 0s 14ms/step >4, 418/693, d1=0.610, d2=0.648 g=0.913 2/2 [==============================] - 0s 13ms/step >4, 419/693, d1=0.612, d2=0.663 g=1.104 2/2 [==============================] - 0s 12ms/step >4, 420/693, d1=0.546, d2=0.649 g=1.322 2/2 [==============================] - 0s 13ms/step >4, 421/693, d1=0.530, d2=0.583 g=1.787 2/2 [==============================] - 0s 12ms/step >4, 422/693, d1=0.654, d2=0.611 g=1.462 2/2 [==============================] - 0s 11ms/step >4, 423/693, d1=0.555, d2=0.568 g=1.558 2/2 [==============================] - 0s 12ms/step >4, 424/693, d1=0.620, d2=0.634 g=1.464 2/2 [==============================] - 0s 13ms/step >4, 425/693, d1=0.652, d2=0.608 g=1.840 2/2 [==============================] - 0s 12ms/step >4, 426/693, d1=0.591, d2=0.573 g=1.597 2/2 [==============================] - 0s 12ms/step >4, 427/693, d1=0.592, d2=0.647 g=1.915 2/2 [==============================] - 0s 12ms/step >4, 428/693, d1=0.673, d2=0.642 g=1.468 2/2 [==============================] - 0s 11ms/step >4, 429/693, d1=0.629, d2=0.635 g=1.297 2/2 [==============================] - 0s 13ms/step >4, 430/693, d1=0.654, d2=0.585 g=1.326 2/2 [==============================] - 0s 14ms/step >4, 431/693, d1=0.668, d2=0.669 g=1.103 2/2 [==============================] - 0s 14ms/step >4, 432/693, d1=0.686, d2=0.619 g=1.335 2/2 [==============================] - 0s 13ms/step >4, 433/693, d1=0.604, d2=0.675 g=1.395 2/2 [==============================] - 0s 13ms/step >4, 434/693, d1=0.532, d2=0.643 g=1.367 2/2 [==============================] - 0s 12ms/step >4, 435/693, d1=0.548, d2=0.671 g=1.389 2/2 [==============================] - 0s 14ms/step >4, 436/693, d1=0.608, d2=0.610 g=1.703 2/2 [==============================] - 0s 12ms/step >4, 437/693, d1=0.595, d2=0.611 g=1.514 2/2 [==============================] - 0s 14ms/step >4, 438/693, d1=0.571, d2=0.687 g=1.356 2/2 [==============================] - 0s 12ms/step >4, 439/693, d1=0.575, d2=0.665 g=1.219 2/2 [==============================] - 0s 13ms/step >4, 440/693, d1=0.666, d2=0.516 g=1.563 2/2 [==============================] - 0s 14ms/step >4, 441/693, d1=0.658, d2=0.497 g=1.568 2/2 [==============================] - 0s 14ms/step >4, 442/693, d1=0.724, d2=0.541 g=1.583 2/2 [==============================] - 0s 12ms/step >4, 443/693, d1=0.578, d2=0.593 g=1.200 2/2 [==============================] - 0s 14ms/step >4, 444/693, d1=0.605, d2=0.653 g=1.053 2/2 [==============================] - 0s 13ms/step >4, 445/693, d1=0.593, d2=0.619 g=1.226 2/2 [==============================] - 0s 14ms/step >4, 446/693, d1=0.552, d2=0.590 g=1.740 2/2 [==============================] - 0s 12ms/step >4, 447/693, d1=0.585, d2=0.636 g=1.518 2/2 [==============================] - 0s 13ms/step >4, 448/693, d1=0.494, d2=0.617 g=1.500 2/2 [==============================] - 0s 12ms/step >4, 449/693, d1=0.625, d2=0.578 g=1.347 2/2 [==============================] - 0s 12ms/step >4, 450/693, d1=0.657, d2=0.625 g=1.380 2/2 [==============================] - 0s 14ms/step >4, 451/693, d1=0.577, d2=0.633 g=1.500 2/2 [==============================] - 0s 15ms/step >4, 452/693, d1=0.681, d2=0.529 g=1.676 2/2 [==============================] - 0s 14ms/step >4, 453/693, d1=0.603, d2=0.628 g=1.376 2/2 [==============================] - 0s 14ms/step >4, 454/693, d1=0.596, d2=0.570 g=1.426 2/2 [==============================] - 0s 13ms/step >4, 455/693, d1=0.594, d2=0.556 g=1.300 2/2 [==============================] - 0s 14ms/step >4, 456/693, d1=0.716, d2=0.570 g=1.487 2/2 [==============================] - 0s 14ms/step >4, 457/693, d1=0.586, d2=0.648 g=1.533 2/2 [==============================] - 0s 14ms/step >4, 458/693, d1=0.612, d2=0.702 g=1.713 2/2 [==============================] - 0s 13ms/step >4, 459/693, d1=0.546, d2=0.588 g=1.175 2/2 [==============================] - 0s 12ms/step >4, 460/693, d1=0.573, d2=0.671 g=1.487 2/2 [==============================] - 0s 12ms/step >4, 461/693, d1=0.614, d2=0.731 g=1.391 2/2 [==============================] - 0s 13ms/step >4, 462/693, d1=0.488, d2=0.684 g=1.075 2/2 [==============================] - 0s 13ms/step >4, 463/693, d1=0.698, d2=0.628 g=1.422 2/2 [==============================] - 0s 13ms/step >4, 464/693, d1=0.655, d2=0.594 g=1.584 2/2 [==============================] - 0s 12ms/step >4, 465/693, d1=0.703, d2=0.479 g=1.593 2/2 [==============================] - 0s 15ms/step >4, 466/693, d1=0.629, d2=0.566 g=2.087 2/2 [==============================] - 0s 13ms/step >4, 467/693, d1=0.674, d2=0.564 g=1.243 2/2 [==============================] - 0s 13ms/step >4, 468/693, d1=0.715, d2=0.657 g=1.102 2/2 [==============================] - 0s 12ms/step >4, 469/693, d1=0.597, d2=0.668 g=1.833 2/2 [==============================] - 0s 13ms/step >4, 470/693, d1=0.563, d2=0.646 g=1.493 2/2 [==============================] - 0s 12ms/step >4, 471/693, d1=0.594, d2=0.596 g=1.460 2/2 [==============================] - 0s 12ms/step >4, 472/693, d1=0.515, d2=0.715 g=1.072 2/2 [==============================] - 0s 13ms/step >4, 473/693, d1=0.646, d2=0.651 g=1.376 2/2 [==============================] - 0s 12ms/step >4, 474/693, d1=0.645, d2=0.621 g=1.372 2/2 [==============================] - 0s 13ms/step >4, 475/693, d1=0.667, d2=0.555 g=1.530 2/2 [==============================] - 0s 13ms/step >4, 476/693, d1=0.666, d2=0.519 g=1.420 2/2 [==============================] - 0s 13ms/step >4, 477/693, d1=0.680, d2=0.550 g=1.770 2/2 [==============================] - 0s 16ms/step >4, 478/693, d1=0.611, d2=0.652 g=1.549 2/2 [==============================] - 0s 13ms/step >4, 479/693, d1=0.554, d2=0.633 g=1.505 2/2 [==============================] - 0s 13ms/step >4, 480/693, d1=0.667, d2=0.599 g=1.421 2/2 [==============================] - 0s 13ms/step >4, 481/693, d1=0.646, d2=0.602 g=1.456 2/2 [==============================] - 0s 13ms/step >4, 482/693, d1=0.564, d2=0.599 g=1.418 2/2 [==============================] - 0s 12ms/step >4, 483/693, d1=0.535, d2=0.567 g=1.433 2/2 [==============================] - 0s 14ms/step >4, 484/693, d1=0.560, d2=0.681 g=1.144 2/2 [==============================] - 0s 13ms/step >4, 485/693, d1=0.552, d2=0.797 g=1.476 2/2 [==============================] - 0s 14ms/step >4, 486/693, d1=0.640, d2=0.693 g=1.599 2/2 [==============================] - 0s 14ms/step >4, 487/693, d1=0.657, d2=0.473 g=1.349 2/2 [==============================] - 0s 13ms/step >4, 488/693, d1=0.665, d2=0.560 g=1.547 2/2 [==============================] - 0s 12ms/step >4, 489/693, d1=0.679, d2=0.535 g=1.536 2/2 [==============================] - 0s 14ms/step >4, 490/693, d1=0.658, d2=0.603 g=1.314 2/2 [==============================] - 0s 11ms/step >4, 491/693, d1=0.683, d2=0.727 g=0.931 2/2 [==============================] - 0s 14ms/step >4, 492/693, d1=0.618, d2=0.702 g=1.131 2/2 [==============================] - 0s 13ms/step >4, 493/693, d1=0.568, d2=0.645 g=1.146 2/2 [==============================] - 0s 14ms/step >4, 494/693, d1=0.598, d2=0.569 g=1.384 2/2 [==============================] - 0s 12ms/step >4, 495/693, d1=0.540, d2=0.633 g=1.496 2/2 [==============================] - 0s 14ms/step >4, 496/693, d1=0.511, d2=0.616 g=1.619 2/2 [==============================] - 0s 13ms/step >4, 497/693, d1=0.603, d2=0.624 g=1.326 2/2 [==============================] - 0s 13ms/step >4, 498/693, d1=0.645, d2=0.664 g=1.488 2/2 [==============================] - 0s 12ms/step >4, 499/693, d1=0.669, d2=0.523 g=1.711 2/2 [==============================] - 0s 12ms/step >4, 500/693, d1=0.675, d2=0.510 g=1.610 2/2 [==============================] - 0s 14ms/step >4, 501/693, d1=0.657, d2=0.561 g=1.283 2/2 [==============================] - 0s 13ms/step >4, 502/693, d1=0.697, d2=0.638 g=1.093 2/2 [==============================] - 0s 14ms/step >4, 503/693, d1=0.568, d2=0.647 g=1.204 2/2 [==============================] - 0s 12ms/step >4, 504/693, d1=0.590, d2=0.626 g=1.281 2/2 [==============================] - 0s 14ms/step >4, 505/693, d1=0.564, d2=0.599 g=1.492 2/2 [==============================] - 0s 14ms/step >4, 506/693, d1=0.636, d2=0.619 g=1.155 2/2 [==============================] - 0s 12ms/step >4, 507/693, d1=0.605, d2=0.658 g=1.207 2/2 [==============================] - 0s 11ms/step >4, 508/693, d1=0.570, d2=0.601 g=1.184 2/2 [==============================] - 0s 14ms/step >4, 509/693, d1=0.644, d2=0.604 g=1.502 2/2 [==============================] - 0s 13ms/step >4, 510/693, d1=0.609, d2=0.676 g=1.467 2/2 [==============================] - 0s 14ms/step >4, 511/693, d1=0.591, d2=0.604 g=1.586 2/2 [==============================] - 0s 12ms/step >4, 512/693, d1=0.655, d2=0.587 g=1.660 2/2 [==============================] - 0s 12ms/step >4, 513/693, d1=0.696, d2=0.531 g=1.401 2/2 [==============================] - 0s 12ms/step >4, 514/693, d1=0.603, d2=0.619 g=1.285 2/2 [==============================] - 0s 12ms/step >4, 515/693, d1=0.587, d2=0.600 g=1.220 2/2 [==============================] - 0s 13ms/step >4, 516/693, d1=0.592, d2=0.655 g=1.085 2/2 [==============================] - 0s 12ms/step >4, 517/693, d1=0.675, d2=0.600 g=1.385 2/2 [==============================] - 0s 13ms/step >4, 518/693, d1=0.581, d2=0.632 g=1.287 2/2 [==============================] - 0s 12ms/step >4, 519/693, d1=0.601, d2=0.612 g=1.406 2/2 [==============================] - 0s 12ms/step >4, 520/693, d1=0.604, d2=0.621 g=1.519 2/2 [==============================] - 0s 13ms/step >4, 521/693, d1=0.562, d2=0.610 g=1.372 2/2 [==============================] - 0s 11ms/step >4, 522/693, d1=0.568, d2=0.654 g=1.398 2/2 [==============================] - 0s 15ms/step >4, 523/693, d1=0.572, d2=0.604 g=1.265 2/2 [==============================] - 0s 12ms/step >4, 524/693, d1=0.640, d2=0.611 g=1.315 2/2 [==============================] - 0s 12ms/step >4, 525/693, d1=0.614, d2=0.570 g=1.645 2/2 [==============================] - 0s 12ms/step >4, 526/693, d1=0.679, d2=0.501 g=1.458 2/2 [==============================] - 0s 15ms/step >4, 527/693, d1=0.665, d2=0.549 g=1.356 2/2 [==============================] - 0s 14ms/step >4, 528/693, d1=0.641, d2=0.654 g=1.366 2/2 [==============================] - 0s 13ms/step >4, 529/693, d1=0.622, d2=0.682 g=1.103 2/2 [==============================] - 0s 13ms/step >4, 530/693, d1=0.647, d2=0.629 g=1.285 2/2 [==============================] - 0s 13ms/step >4, 531/693, d1=0.589, d2=0.648 g=1.210 2/2 [==============================] - 0s 13ms/step >4, 532/693, d1=0.564, d2=0.558 g=1.974 2/2 [==============================] - 0s 14ms/step >4, 533/693, d1=0.557, d2=0.603 g=1.259 2/2 [==============================] - 0s 13ms/step >4, 534/693, d1=0.579, d2=0.661 g=1.398 2/2 [==============================] - 0s 12ms/step >4, 535/693, d1=0.627, d2=0.619 g=1.414 2/2 [==============================] - 0s 12ms/step >4, 536/693, d1=0.631, d2=0.605 g=1.546 2/2 [==============================] - 0s 12ms/step >4, 537/693, d1=0.640, d2=0.594 g=1.793 2/2 [==============================] - 0s 12ms/step >4, 538/693, d1=0.655, d2=0.495 g=1.282 2/2 [==============================] - 0s 13ms/step >4, 539/693, d1=0.611, d2=0.577 g=1.266 2/2 [==============================] - 0s 14ms/step >4, 540/693, d1=0.586, d2=0.597 g=1.467 2/2 [==============================] - 0s 12ms/step >4, 541/693, d1=0.655, d2=0.594 g=1.462 2/2 [==============================] - 0s 12ms/step >4, 542/693, d1=0.529, d2=0.696 g=1.363 2/2 [==============================] - 0s 13ms/step >4, 543/693, d1=0.552, d2=0.577 g=1.390 2/2 [==============================] - 0s 14ms/step >4, 544/693, d1=0.581, d2=0.539 g=1.590 2/2 [==============================] - 0s 14ms/step >4, 545/693, d1=0.565, d2=0.681 g=1.681 2/2 [==============================] - 0s 12ms/step >4, 546/693, d1=0.610, d2=0.745 g=1.570 2/2 [==============================] - 0s 12ms/step >4, 547/693, d1=0.605, d2=0.693 g=1.203 2/2 [==============================] - 0s 14ms/step >4, 548/693, d1=0.685, d2=0.633 g=2.032 2/2 [==============================] - 0s 14ms/step >4, 549/693, d1=0.635, d2=0.567 g=1.868 2/2 [==============================] - 0s 13ms/step >4, 550/693, d1=0.678, d2=0.478 g=1.206 2/2 [==============================] - 0s 13ms/step >4, 551/693, d1=0.712, d2=0.640 g=1.284 2/2 [==============================] - 0s 13ms/step >4, 552/693, d1=0.604, d2=0.687 g=1.376 2/2 [==============================] - 0s 12ms/step >4, 553/693, d1=0.651, d2=0.586 g=1.323 2/2 [==============================] - 0s 14ms/step >4, 554/693, d1=0.585, d2=0.608 g=1.420 2/2 [==============================] - 0s 13ms/step >4, 555/693, d1=0.525, d2=0.563 g=1.861 2/2 [==============================] - 0s 13ms/step >4, 556/693, d1=0.559, d2=0.635 g=1.184 2/2 [==============================] - 0s 13ms/step >4, 557/693, d1=0.624, d2=0.714 g=1.237 2/2 [==============================] - 0s 15ms/step >4, 558/693, d1=0.616, d2=0.794 g=1.104 2/2 [==============================] - 0s 12ms/step >4, 559/693, d1=0.642, d2=0.588 g=1.527 2/2 [==============================] - 0s 13ms/step >4, 560/693, d1=0.675, d2=0.485 g=1.528 2/2 [==============================] - 0s 13ms/step >4, 561/693, d1=0.629, d2=0.532 g=1.772 2/2 [==============================] - 0s 13ms/step >4, 562/693, d1=0.701, d2=0.521 g=1.544 2/2 [==============================] - 0s 13ms/step >4, 563/693, d1=0.707, d2=0.560 g=1.153 2/2 [==============================] - 0s 13ms/step >4, 564/693, d1=0.612, d2=0.704 g=1.096 2/2 [==============================] - 0s 13ms/step >4, 565/693, d1=0.561, d2=0.670 g=1.249 2/2 [==============================] - 0s 13ms/step >4, 566/693, d1=0.572, d2=0.679 g=1.256 2/2 [==============================] - 0s 12ms/step >4, 567/693, d1=0.541, d2=0.590 g=1.523 2/2 [==============================] - 0s 12ms/step >4, 568/693, d1=0.599, d2=0.578 g=1.626 2/2 [==============================] - 0s 12ms/step >4, 569/693, d1=0.654, d2=0.656 g=1.284 2/2 [==============================] - 0s 12ms/step >4, 570/693, d1=0.568, d2=0.634 g=1.217 2/2 [==============================] - 0s 13ms/step >4, 571/693, d1=0.565, d2=0.712 g=1.499 2/2 [==============================] - 0s 13ms/step >4, 572/693, d1=0.595, d2=0.592 g=1.688 2/2 [==============================] - 0s 11ms/step >4, 573/693, d1=0.633, d2=0.603 g=1.312 2/2 [==============================] - 0s 12ms/step >4, 574/693, d1=0.688, d2=0.529 g=1.532 2/2 [==============================] - 0s 12ms/step >4, 575/693, d1=0.663, d2=0.602 g=1.522 2/2 [==============================] - 0s 12ms/step >4, 576/693, d1=0.669, d2=0.585 g=1.871 2/2 [==============================] - 0s 13ms/step >4, 577/693, d1=0.667, d2=0.644 g=1.616 2/2 [==============================] - 0s 14ms/step >4, 578/693, d1=0.578, d2=0.621 g=0.916 2/2 [==============================] - 0s 13ms/step >4, 579/693, d1=0.574, d2=0.604 g=1.569 2/2 [==============================] - 0s 12ms/step >4, 580/693, d1=0.671, d2=0.588 g=1.495 2/2 [==============================] - 0s 12ms/step >4, 581/693, d1=0.656, d2=0.683 g=1.462 2/2 [==============================] - 0s 12ms/step >4, 582/693, d1=0.575, d2=0.704 g=1.103 2/2 [==============================] - 0s 12ms/step >4, 583/693, d1=0.608, d2=0.688 g=1.142 2/2 [==============================] - 0s 13ms/step >4, 584/693, d1=0.611, d2=0.600 g=1.296 2/2 [==============================] - 0s 12ms/step >4, 585/693, d1=0.597, d2=0.563 g=1.303 2/2 [==============================] - 0s 13ms/step >4, 586/693, d1=0.610, d2=0.542 g=1.598 2/2 [==============================] - 0s 13ms/step >4, 587/693, d1=0.602, d2=0.512 g=2.065 2/2 [==============================] - 0s 14ms/step >4, 588/693, d1=0.624, d2=0.571 g=1.433 2/2 [==============================] - 0s 15ms/step >4, 589/693, d1=0.665, d2=0.558 g=1.465 2/2 [==============================] - 0s 13ms/step >4, 590/693, d1=0.638, d2=0.635 g=1.460 2/2 [==============================] - 0s 13ms/step >4, 591/693, d1=0.603, d2=0.664 g=1.308 2/2 [==============================] - 0s 14ms/step >4, 592/693, d1=0.598, d2=0.669 g=1.494 2/2 [==============================] - 0s 13ms/step >4, 593/693, d1=0.575, d2=0.634 g=1.237 2/2 [==============================] - 0s 12ms/step >4, 594/693, d1=0.616, d2=0.640 g=1.455 2/2 [==============================] - 0s 14ms/step >4, 595/693, d1=0.543, d2=0.597 g=1.142 2/2 [==============================] - 0s 14ms/step >4, 596/693, d1=0.521, d2=0.605 g=1.353 2/2 [==============================] - 0s 12ms/step >4, 597/693, d1=0.611, d2=0.649 g=1.334 2/2 [==============================] - 0s 12ms/step >4, 598/693, d1=0.609, d2=0.600 g=1.598 2/2 [==============================] - 0s 12ms/step >4, 599/693, d1=0.687, d2=0.563 g=1.745 2/2 [==============================] - 0s 13ms/step >4, 600/693, d1=0.607, d2=0.586 g=1.173 2/2 [==============================] - 0s 14ms/step >4, 601/693, d1=0.634, d2=0.598 g=1.618 2/2 [==============================] - 0s 13ms/step >4, 602/693, d1=0.611, d2=0.610 g=1.671 2/2 [==============================] - 0s 12ms/step >4, 603/693, d1=0.531, d2=0.646 g=1.202 2/2 [==============================] - 0s 12ms/step >4, 604/693, d1=0.608, d2=0.608 g=1.684 2/2 [==============================] - 0s 13ms/step >4, 605/693, d1=0.561, d2=0.607 g=1.461 2/2 [==============================] - 0s 12ms/step >4, 606/693, d1=0.626, d2=0.626 g=1.476 2/2 [==============================] - 0s 12ms/step >4, 607/693, d1=0.561, d2=0.653 g=1.584 2/2 [==============================] - 0s 13ms/step >4, 608/693, d1=0.614, d2=0.693 g=1.388 2/2 [==============================] - 0s 13ms/step >4, 609/693, d1=0.649, d2=0.611 g=1.732 2/2 [==============================] - 0s 14ms/step >4, 610/693, d1=0.634, d2=0.548 g=1.448 2/2 [==============================] - 0s 12ms/step >4, 611/693, d1=0.649, d2=0.535 g=1.450 2/2 [==============================] - 0s 13ms/step >4, 612/693, d1=0.602, d2=0.577 g=1.262 2/2 [==============================] - 0s 12ms/step >4, 613/693, d1=0.598, d2=0.630 g=1.371 2/2 [==============================] - 0s 13ms/step >4, 614/693, d1=0.693, d2=0.627 g=1.439 2/2 [==============================] - 0s 13ms/step >4, 615/693, d1=0.646, d2=0.565 g=1.217 2/2 [==============================] - 0s 11ms/step >4, 616/693, d1=0.624, d2=0.643 g=1.439 2/2 [==============================] - 0s 15ms/step >4, 617/693, d1=0.570, d2=0.598 g=1.453 2/2 [==============================] - 0s 14ms/step >4, 618/693, d1=0.553, d2=0.617 g=1.341 2/2 [==============================] - 0s 14ms/step >4, 619/693, d1=0.597, d2=0.624 g=1.203 2/2 [==============================] - 0s 13ms/step >4, 620/693, d1=0.565, d2=0.630 g=1.701 2/2 [==============================] - 0s 13ms/step >4, 621/693, d1=0.614, d2=0.608 g=1.544 2/2 [==============================] - 0s 13ms/step >4, 622/693, d1=0.657, d2=0.566 g=1.396 2/2 [==============================] - 0s 12ms/step >4, 623/693, d1=0.624, d2=0.552 g=1.855 2/2 [==============================] - 0s 13ms/step >4, 624/693, d1=0.628, d2=0.541 g=1.374 2/2 [==============================] - 0s 12ms/step >4, 625/693, d1=0.667, d2=0.613 g=1.376 2/2 [==============================] - 0s 13ms/step >4, 626/693, d1=0.555, d2=0.619 g=1.142 2/2 [==============================] - 0s 13ms/step >4, 627/693, d1=0.585, d2=0.688 g=1.655 2/2 [==============================] - 0s 14ms/step >4, 628/693, d1=0.567, d2=0.568 g=1.238 2/2 [==============================] - 0s 13ms/step >4, 629/693, d1=0.663, d2=0.604 g=1.501 2/2 [==============================] - 0s 14ms/step >4, 630/693, d1=0.527, d2=0.652 g=1.367 2/2 [==============================] - 0s 11ms/step >4, 631/693, d1=0.539, d2=0.695 g=1.075 2/2 [==============================] - 0s 13ms/step >4, 632/693, d1=0.583, d2=0.672 g=1.423 2/2 [==============================] - 0s 13ms/step >4, 633/693, d1=0.649, d2=0.574 g=1.678 2/2 [==============================] - 0s 13ms/step >4, 634/693, d1=0.677, d2=0.614 g=1.262 2/2 [==============================] - 0s 13ms/step >4, 635/693, d1=0.580, d2=0.554 g=1.591 2/2 [==============================] - 0s 12ms/step >4, 636/693, d1=0.702, d2=0.579 g=1.074 2/2 [==============================] - 0s 20ms/step >4, 637/693, d1=0.613, d2=0.571 g=1.320 2/2 [==============================] - 0s 12ms/step >4, 638/693, d1=0.604, d2=0.576 g=1.422 2/2 [==============================] - 0s 13ms/step >4, 639/693, d1=0.641, d2=0.612 g=1.348 2/2 [==============================] - 0s 13ms/step >4, 640/693, d1=0.613, d2=0.636 g=1.678 2/2 [==============================] - 0s 13ms/step >4, 641/693, d1=0.648, d2=0.620 g=1.090 2/2 [==============================] - 0s 13ms/step >4, 642/693, d1=0.507, d2=0.682 g=1.300 2/2 [==============================] - 0s 12ms/step >4, 643/693, d1=0.543, d2=0.622 g=1.508 2/2 [==============================] - 0s 12ms/step >4, 644/693, d1=0.634, d2=0.580 g=1.900 2/2 [==============================] - 0s 12ms/step >4, 645/693, d1=0.622, d2=0.582 g=1.246 2/2 [==============================] - 0s 12ms/step >4, 646/693, d1=0.632, d2=0.570 g=1.394 2/2 [==============================] - 0s 13ms/step >4, 647/693, d1=0.671, d2=0.545 g=1.541 2/2 [==============================] - 0s 12ms/step >4, 648/693, d1=0.674, d2=0.574 g=1.474 2/2 [==============================] - 0s 11ms/step >4, 649/693, d1=0.535, d2=0.637 g=1.500 2/2 [==============================] - 0s 14ms/step >4, 650/693, d1=0.584, d2=0.612 g=1.521 2/2 [==============================] - 0s 12ms/step >4, 651/693, d1=0.625, d2=0.641 g=1.304 2/2 [==============================] - 0s 13ms/step >4, 652/693, d1=0.515, d2=0.554 g=1.883 2/2 [==============================] - 0s 14ms/step >4, 653/693, d1=0.643, d2=0.593 g=1.369 2/2 [==============================] - 0s 13ms/step >4, 654/693, d1=0.593, d2=0.606 g=1.795 2/2 [==============================] - 0s 14ms/step >4, 655/693, d1=0.560, d2=0.691 g=1.535 2/2 [==============================] - 0s 13ms/step >4, 656/693, d1=0.558, d2=0.625 g=1.364 2/2 [==============================] - 0s 12ms/step >4, 657/693, d1=0.629, d2=0.639 g=1.589 2/2 [==============================] - 0s 13ms/step >4, 658/693, d1=0.582, d2=0.600 g=1.446 2/2 [==============================] - 0s 12ms/step >4, 659/693, d1=0.607, d2=0.542 g=1.535 2/2 [==============================] - 0s 14ms/step >4, 660/693, d1=0.718, d2=0.496 g=1.577 2/2 [==============================] - 0s 14ms/step >4, 661/693, d1=0.583, d2=0.569 g=1.216 2/2 [==============================] - 0s 14ms/step >4, 662/693, d1=0.561, d2=0.586 g=1.311 2/2 [==============================] - 0s 14ms/step >4, 663/693, d1=0.583, d2=0.635 g=1.454 2/2 [==============================] - 0s 12ms/step >4, 664/693, d1=0.672, d2=0.547 g=1.572 2/2 [==============================] - 0s 13ms/step >4, 665/693, d1=0.613, d2=0.607 g=1.775 2/2 [==============================] - 0s 14ms/step >4, 666/693, d1=0.515, d2=0.632 g=1.414 2/2 [==============================] - 0s 13ms/step >4, 667/693, d1=0.580, d2=0.646 g=1.210 2/2 [==============================] - 0s 13ms/step >4, 668/693, d1=0.577, d2=0.603 g=1.711 2/2 [==============================] - 0s 13ms/step >4, 669/693, d1=0.598, d2=0.584 g=1.230 2/2 [==============================] - 0s 14ms/step >4, 670/693, d1=0.598, d2=0.541 g=1.419 2/2 [==============================] - 0s 13ms/step >4, 671/693, d1=0.647, d2=0.543 g=1.610 2/2 [==============================] - 0s 14ms/step >4, 672/693, d1=0.685, d2=0.558 g=1.554 2/2 [==============================] - 0s 13ms/step >4, 673/693, d1=0.583, d2=0.578 g=1.729 2/2 [==============================] - 0s 12ms/step >4, 674/693, d1=0.630, d2=0.595 g=1.360 2/2 [==============================] - 0s 13ms/step >4, 675/693, d1=0.607, d2=0.587 g=1.330 2/2 [==============================] - 0s 14ms/step >4, 676/693, d1=0.596, d2=0.694 g=1.370 2/2 [==============================] - 0s 13ms/step >4, 677/693, d1=0.626, d2=0.551 g=1.315 2/2 [==============================] - 0s 13ms/step >4, 678/693, d1=0.527, d2=0.548 g=1.472 2/2 [==============================] - 0s 13ms/step >4, 679/693, d1=0.628, d2=0.663 g=1.627 2/2 [==============================] - 0s 12ms/step >4, 680/693, d1=0.625, d2=0.661 g=1.191 2/2 [==============================] - 0s 13ms/step >4, 681/693, d1=0.525, d2=0.747 g=1.502 2/2 [==============================] - 0s 14ms/step >4, 682/693, d1=0.569, d2=0.542 g=1.591 2/2 [==============================] - 0s 14ms/step >4, 683/693, d1=0.619, d2=0.506 g=1.661 2/2 [==============================] - 0s 12ms/step >4, 684/693, d1=0.644, d2=0.582 g=1.461 2/2 [==============================] - 0s 14ms/step >4, 685/693, d1=0.619, d2=0.642 g=1.353 2/2 [==============================] - 0s 12ms/step >4, 686/693, d1=0.635, d2=0.604 g=1.202 2/2 [==============================] - 0s 13ms/step >4, 687/693, d1=0.598, d2=0.649 g=1.561 2/2 [==============================] - 0s 13ms/step >4, 688/693, d1=0.544, d2=0.591 g=1.265 2/2 [==============================] - 0s 12ms/step >4, 689/693, d1=0.628, d2=0.698 g=1.272 2/2 [==============================] - 0s 12ms/step >4, 690/693, d1=0.530, d2=0.595 g=1.589 2/2 [==============================] - 0s 14ms/step >4, 691/693, d1=0.568, d2=0.591 g=1.829 2/2 [==============================] - 0s 14ms/step >4, 692/693, d1=0.645, d2=0.625 g=1.570 2/2 [==============================] - 0s 14ms/step >4, 693/693, d1=0.628, d2=0.580 g=1.832 2/2 [==============================] - 0s 13ms/step >5, 1/693, d1=0.640, d2=0.550 g=1.451 2/2 [==============================] - 0s 12ms/step >5, 2/693, d1=0.627, d2=0.561 g=1.615 2/2 [==============================] - 0s 12ms/step >5, 3/693, d1=0.542, d2=0.560 g=1.598 2/2 [==============================] - 0s 12ms/step >5, 4/693, d1=0.650, d2=0.656 g=1.350 2/2 [==============================] - 0s 13ms/step >5, 5/693, d1=0.603, d2=0.535 g=1.559 2/2 [==============================] - 0s 12ms/step >5, 6/693, d1=0.555, d2=0.656 g=1.580 2/2 [==============================] - 0s 13ms/step >5, 7/693, d1=0.564, d2=0.532 g=1.194 2/2 [==============================] - 0s 12ms/step >5, 8/693, d1=0.622, d2=0.605 g=1.207 2/2 [==============================] - 0s 12ms/step >5, 9/693, d1=0.603, d2=0.607 g=1.687 2/2 [==============================] - 0s 13ms/step >5, 10/693, d1=0.559, d2=0.630 g=1.583 2/2 [==============================] - 0s 12ms/step >5, 11/693, d1=0.602, d2=0.652 g=1.570 2/2 [==============================] - 0s 12ms/step >5, 12/693, d1=0.656, d2=0.618 g=1.526 2/2 [==============================] - 0s 14ms/step >5, 13/693, d1=0.618, d2=0.574 g=1.252 2/2 [==============================] - 0s 12ms/step >5, 14/693, d1=0.654, d2=0.562 g=1.367 2/2 [==============================] - 0s 12ms/step >5, 15/693, d1=0.618, d2=0.531 g=1.544 2/2 [==============================] - 0s 12ms/step >5, 16/693, d1=0.584, d2=0.597 g=1.191 2/2 [==============================] - 0s 13ms/step >5, 17/693, d1=0.587, d2=0.663 g=1.723 2/2 [==============================] - 0s 13ms/step >5, 18/693, d1=0.566, d2=0.587 g=1.207 2/2 [==============================] - 0s 14ms/step >5, 19/693, d1=0.575, d2=0.539 g=2.051 2/2 [==============================] - 0s 11ms/step >5, 20/693, d1=0.703, d2=0.604 g=1.389 2/2 [==============================] - 0s 12ms/step >5, 21/693, d1=0.589, d2=0.619 g=1.327 2/2 [==============================] - 0s 12ms/step >5, 22/693, d1=0.602, d2=0.672 g=1.262 2/2 [==============================] - 0s 14ms/step >5, 23/693, d1=0.661, d2=0.609 g=1.635 2/2 [==============================] - 0s 13ms/step >5, 24/693, d1=0.567, d2=0.589 g=1.245 2/2 [==============================] - 0s 12ms/step >5, 25/693, d1=0.614, d2=0.588 g=1.569 2/2 [==============================] - 0s 11ms/step >5, 26/693, d1=0.664, d2=0.607 g=1.194 2/2 [==============================] - 0s 12ms/step >5, 27/693, d1=0.580, d2=0.647 g=1.607 2/2 [==============================] - 0s 14ms/step >5, 28/693, d1=0.572, d2=0.648 g=1.395 2/2 [==============================] - 0s 13ms/step >5, 29/693, d1=0.620, d2=0.650 g=1.370 2/2 [==============================] - 0s 12ms/step >5, 30/693, d1=0.621, d2=0.550 g=1.543 2/2 [==============================] - 0s 13ms/step >5, 31/693, d1=0.582, d2=0.593 g=1.473 2/2 [==============================] - 0s 13ms/step >5, 32/693, d1=0.599, d2=0.594 g=1.687 2/2 [==============================] - 0s 12ms/step >5, 33/693, d1=0.598, d2=0.639 g=1.534 2/2 [==============================] - 0s 12ms/step >5, 34/693, d1=0.609, d2=0.630 g=1.456 2/2 [==============================] - 0s 14ms/step >5, 35/693, d1=0.594, d2=0.579 g=1.236 2/2 [==============================] - 0s 14ms/step >5, 36/693, d1=0.610, d2=0.578 g=1.535 2/2 [==============================] - 0s 13ms/step >5, 37/693, d1=0.609, d2=0.597 g=1.540 2/2 [==============================] - 0s 12ms/step >5, 38/693, d1=0.605, d2=0.565 g=1.133 2/2 [==============================] - 0s 13ms/step >5, 39/693, d1=0.569, d2=0.586 g=1.386 2/2 [==============================] - 0s 14ms/step >5, 40/693, d1=0.653, d2=0.668 g=1.421 2/2 [==============================] - 0s 13ms/step >5, 41/693, d1=0.550, d2=0.590 g=1.684 2/2 [==============================] - 0s 14ms/step >5, 42/693, d1=0.586, d2=0.549 g=1.506 2/2 [==============================] - 0s 14ms/step >5, 43/693, d1=0.589, d2=0.570 g=1.180 2/2 [==============================] - 0s 14ms/step >5, 44/693, d1=0.558, d2=0.676 g=1.586 2/2 [==============================] - 0s 12ms/step >5, 45/693, d1=0.644, d2=0.647 g=1.372 2/2 [==============================] - 0s 13ms/step >5, 46/693, d1=0.600, d2=0.586 g=1.759 2/2 [==============================] - 0s 14ms/step >5, 47/693, d1=0.611, d2=0.587 g=1.646 2/2 [==============================] - 0s 12ms/step >5, 48/693, d1=0.603, d2=0.582 g=1.565 2/2 [==============================] - 0s 14ms/step >5, 49/693, d1=0.658, d2=0.571 g=1.208 2/2 [==============================] - 0s 13ms/step >5, 50/693, d1=0.604, d2=0.657 g=1.629 2/2 [==============================] - 0s 12ms/step >5, 51/693, d1=0.561, d2=0.578 g=1.503 2/2 [==============================] - 0s 13ms/step >5, 52/693, d1=0.621, d2=0.532 g=2.117 2/2 [==============================] - 0s 12ms/step >5, 53/693, d1=0.624, d2=0.532 g=1.539 2/2 [==============================] - 0s 12ms/step >5, 54/693, d1=0.582, d2=0.660 g=1.397 2/2 [==============================] - 0s 13ms/step >5, 55/693, d1=0.520, d2=0.661 g=1.336 2/2 [==============================] - 0s 13ms/step >5, 56/693, d1=0.637, d2=0.626 g=1.548 2/2 [==============================] - 0s 13ms/step >5, 57/693, d1=0.640, d2=0.585 g=1.661 2/2 [==============================] - 0s 12ms/step >5, 58/693, d1=0.715, d2=0.582 g=1.657 2/2 [==============================] - 0s 13ms/step >5, 59/693, d1=0.666, d2=0.537 g=1.491 2/2 [==============================] - 0s 13ms/step >5, 60/693, d1=0.682, d2=0.603 g=0.977 2/2 [==============================] - 0s 15ms/step >5, 61/693, d1=0.563, d2=0.644 g=1.542 2/2 [==============================] - 0s 15ms/step >5, 62/693, d1=0.572, d2=0.670 g=1.454 2/2 [==============================] - 0s 12ms/step >5, 63/693, d1=0.598, d2=0.598 g=1.773 2/2 [==============================] - 0s 14ms/step >5, 64/693, d1=0.618, d2=0.638 g=1.310 2/2 [==============================] - 0s 13ms/step >5, 65/693, d1=0.526, d2=0.593 g=1.357 2/2 [==============================] - 0s 14ms/step >5, 66/693, d1=0.585, d2=0.646 g=1.344 2/2 [==============================] - 0s 13ms/step >5, 67/693, d1=0.602, d2=0.625 g=1.716 2/2 [==============================] - 0s 12ms/step >5, 68/693, d1=0.626, d2=0.568 g=1.413 2/2 [==============================] - 0s 13ms/step >5, 69/693, d1=0.565, d2=0.500 g=1.589 2/2 [==============================] - 0s 13ms/step >5, 70/693, d1=0.631, d2=0.520 g=1.550 2/2 [==============================] - 0s 14ms/step >5, 71/693, d1=0.688, d2=0.607 g=1.304 2/2 [==============================] - 0s 12ms/step >5, 72/693, d1=0.632, d2=0.649 g=1.356 2/2 [==============================] - 0s 13ms/step >5, 73/693, d1=0.571, d2=0.596 g=1.538 2/2 [==============================] - 0s 13ms/step >5, 74/693, d1=0.619, d2=0.574 g=1.869 2/2 [==============================] - 0s 12ms/step >5, 75/693, d1=0.516, d2=0.531 g=1.459 2/2 [==============================] - 0s 13ms/step >5, 76/693, d1=0.513, d2=0.767 g=1.794 2/2 [==============================] - 0s 14ms/step >5, 77/693, d1=0.574, d2=0.704 g=1.499 2/2 [==============================] - 0s 13ms/step >5, 78/693, d1=0.628, d2=0.633 g=1.533 2/2 [==============================] - 0s 13ms/step >5, 79/693, d1=0.645, d2=0.587 g=1.480 2/2 [==============================] - 0s 13ms/step >5, 80/693, d1=0.653, d2=0.495 g=1.284 2/2 [==============================] - 0s 13ms/step >5, 81/693, d1=0.713, d2=0.549 g=1.523 2/2 [==============================] - 0s 12ms/step >5, 82/693, d1=0.602, d2=0.625 g=1.151 2/2 [==============================] - 0s 14ms/step >5, 83/693, d1=0.558, d2=0.558 g=1.309 2/2 [==============================] - 0s 13ms/step >5, 84/693, d1=0.610, d2=0.605 g=1.269 2/2 [==============================] - 0s 14ms/step >5, 85/693, d1=0.626, d2=0.599 g=1.009 2/2 [==============================] - 0s 12ms/step >5, 86/693, d1=0.511, d2=0.618 g=1.598 2/2 [==============================] - 0s 12ms/step >5, 87/693, d1=0.562, d2=0.640 g=1.660 2/2 [==============================] - 0s 13ms/step >5, 88/693, d1=0.623, d2=0.719 g=1.739 2/2 [==============================] - 0s 14ms/step >5, 89/693, d1=0.620, d2=0.637 g=1.914 2/2 [==============================] - 0s 13ms/step >5, 90/693, d1=0.594, d2=0.526 g=1.608 2/2 [==============================] - 0s 13ms/step >5, 91/693, d1=0.601, d2=0.567 g=1.596 2/2 [==============================] - 0s 12ms/step >5, 92/693, d1=0.671, d2=0.531 g=1.410 2/2 [==============================] - 0s 13ms/step >5, 93/693, d1=0.602, d2=0.640 g=1.443 2/2 [==============================] - 0s 13ms/step >5, 94/693, d1=0.642, d2=0.656 g=1.104 2/2 [==============================] - 0s 11ms/step >5, 95/693, d1=0.613, d2=0.554 g=1.405 2/2 [==============================] - 0s 14ms/step >5, 96/693, d1=0.549, d2=0.557 g=2.017 2/2 [==============================] - 0s 12ms/step >5, 97/693, d1=0.648, d2=0.607 g=1.804 2/2 [==============================] - 0s 12ms/step >5, 98/693, d1=0.550, d2=0.666 g=1.334 2/2 [==============================] - 0s 14ms/step >5, 99/693, d1=0.566, d2=0.747 g=1.595 2/2 [==============================] - 0s 15ms/step >5, 100/693, d1=0.676, d2=0.650 g=1.383 2/2 [==============================] - 0s 13ms/step >5, 101/693, d1=0.612, d2=0.574 g=1.685 2/2 [==============================] - 0s 12ms/step >5, 102/693, d1=0.611, d2=0.532 g=1.441 2/2 [==============================] - 0s 12ms/step >5, 103/693, d1=0.720, d2=0.568 g=1.566 2/2 [==============================] - 0s 14ms/step >5, 104/693, d1=0.633, d2=0.623 g=1.222 2/2 [==============================] - 0s 14ms/step >5, 105/693, d1=0.645, d2=0.606 g=1.629 2/2 [==============================] - 0s 14ms/step >5, 106/693, d1=0.585, d2=0.636 g=1.485 2/2 [==============================] - 0s 13ms/step >5, 107/693, d1=0.586, d2=0.582 g=1.385 2/2 [==============================] - 0s 13ms/step >5, 108/693, d1=0.574, d2=0.553 g=1.502 2/2 [==============================] - 0s 13ms/step >5, 109/693, d1=0.520, d2=0.691 g=1.437 2/2 [==============================] - 0s 13ms/step >5, 110/693, d1=0.542, d2=0.682 g=1.972 2/2 [==============================] - 0s 13ms/step >5, 111/693, d1=0.585, d2=0.715 g=1.386 2/2 [==============================] - 0s 13ms/step >5, 112/693, d1=0.655, d2=0.622 g=1.953 2/2 [==============================] - 0s 13ms/step >5, 113/693, d1=0.595, d2=0.484 g=1.477 2/2 [==============================] - 0s 12ms/step >5, 114/693, d1=0.687, d2=0.553 g=1.951 2/2 [==============================] - 0s 14ms/step >5, 115/693, d1=0.673, d2=0.576 g=1.408 2/2 [==============================] - 0s 13ms/step >5, 116/693, d1=0.528, d2=0.619 g=1.323 2/2 [==============================] - 0s 13ms/step >5, 117/693, d1=0.617, d2=0.620 g=1.278 2/2 [==============================] - 0s 12ms/step >5, 118/693, d1=0.603, d2=0.552 g=2.063 2/2 [==============================] - 0s 12ms/step >5, 119/693, d1=0.567, d2=0.524 g=1.813 2/2 [==============================] - 0s 13ms/step >5, 120/693, d1=0.554, d2=0.606 g=1.488 2/2 [==============================] - 0s 13ms/step >5, 121/693, d1=0.557, d2=0.634 g=1.704 2/2 [==============================] - 0s 12ms/step >5, 122/693, d1=0.510, d2=0.665 g=1.776 2/2 [==============================] - 0s 14ms/step >5, 123/693, d1=0.668, d2=0.534 g=1.551 2/2 [==============================] - 0s 13ms/step >5, 124/693, d1=0.629, d2=0.454 g=1.672 2/2 [==============================] - 0s 13ms/step >5, 125/693, d1=0.666, d2=0.533 g=1.332 2/2 [==============================] - 0s 13ms/step >5, 126/693, d1=0.627, d2=0.569 g=1.363 2/2 [==============================] - 0s 12ms/step >5, 127/693, d1=0.572, d2=0.618 g=1.432 2/2 [==============================] - 0s 12ms/step >5, 128/693, d1=0.591, d2=0.563 g=1.314 2/2 [==============================] - 0s 13ms/step >5, 129/693, d1=0.595, d2=0.693 g=1.450 2/2 [==============================] - 0s 14ms/step >5, 130/693, d1=0.618, d2=0.650 g=1.662 2/2 [==============================] - 0s 12ms/step >5, 131/693, d1=0.637, d2=0.742 g=1.832 2/2 [==============================] - 0s 12ms/step >5, 132/693, d1=0.608, d2=0.692 g=1.777 2/2 [==============================] - 0s 14ms/step >5, 133/693, d1=0.669, d2=0.623 g=1.609 2/2 [==============================] - 0s 13ms/step >5, 134/693, d1=0.625, d2=0.526 g=1.350 2/2 [==============================] - 0s 12ms/step >5, 135/693, d1=0.665, d2=0.568 g=1.657 2/2 [==============================] - 0s 15ms/step >5, 136/693, d1=0.599, d2=0.613 g=1.599 2/2 [==============================] - 0s 13ms/step >5, 137/693, d1=0.653, d2=0.611 g=1.888 2/2 [==============================] - 0s 13ms/step >5, 138/693, d1=0.513, d2=0.577 g=1.721 2/2 [==============================] - 0s 11ms/step >5, 139/693, d1=0.599, d2=0.623 g=1.655 2/2 [==============================] - 0s 13ms/step >5, 140/693, d1=0.598, d2=0.534 g=1.408 2/2 [==============================] - 0s 12ms/step >5, 141/693, d1=0.636, d2=0.651 g=1.135 2/2 [==============================] - 0s 14ms/step >5, 142/693, d1=0.609, d2=0.699 g=1.084 2/2 [==============================] - 0s 14ms/step >5, 143/693, d1=0.580, d2=0.653 g=1.302 2/2 [==============================] - 0s 11ms/step >5, 144/693, d1=0.564, d2=0.602 g=1.241 2/2 [==============================] - 0s 13ms/step >5, 145/693, d1=0.601, d2=0.596 g=1.199 2/2 [==============================] - 0s 14ms/step >5, 146/693, d1=0.603, d2=0.559 g=1.576 2/2 [==============================] - 0s 12ms/step >5, 147/693, d1=0.662, d2=0.536 g=1.412 2/2 [==============================] - 0s 15ms/step >5, 148/693, d1=0.611, d2=0.556 g=1.241 2/2 [==============================] - 0s 12ms/step >5, 149/693, d1=0.594, d2=0.588 g=1.254 2/2 [==============================] - 0s 14ms/step >5, 150/693, d1=0.602, d2=0.582 g=1.299 2/2 [==============================] - 0s 12ms/step >5, 151/693, d1=0.550, d2=0.620 g=1.282 2/2 [==============================] - 0s 13ms/step >5, 152/693, d1=0.575, d2=0.586 g=1.497 2/2 [==============================] - 0s 12ms/step >5, 153/693, d1=0.608, d2=0.565 g=1.410 2/2 [==============================] - 0s 12ms/step >5, 154/693, d1=0.517, d2=0.582 g=2.268 2/2 [==============================] - 0s 12ms/step >5, 155/693, d1=0.523, d2=0.660 g=1.522 2/2 [==============================] - 0s 14ms/step >5, 156/693, d1=0.625, d2=0.608 g=1.689 2/2 [==============================] - 0s 12ms/step >5, 157/693, d1=0.653, d2=0.540 g=1.702 2/2 [==============================] - 0s 14ms/step >5, 158/693, d1=0.640, d2=0.534 g=1.486 2/2 [==============================] - 0s 13ms/step >5, 159/693, d1=0.635, d2=0.552 g=1.292 2/2 [==============================] - 0s 14ms/step >5, 160/693, d1=0.646, d2=0.610 g=1.507 2/2 [==============================] - 0s 15ms/step >5, 161/693, d1=0.565, d2=0.596 g=1.207 2/2 [==============================] - 0s 12ms/step >5, 162/693, d1=0.586, d2=0.655 g=1.452 2/2 [==============================] - 0s 13ms/step >5, 163/693, d1=0.591, d2=0.586 g=1.158 2/2 [==============================] - 0s 13ms/step >5, 164/693, d1=0.565, d2=0.536 g=1.193 2/2 [==============================] - 0s 13ms/step >5, 165/693, d1=0.549, d2=0.670 g=1.478 2/2 [==============================] - 0s 14ms/step >5, 166/693, d1=0.554, d2=0.708 g=2.141 2/2 [==============================] - 0s 13ms/step >5, 167/693, d1=0.616, d2=0.561 g=1.390 2/2 [==============================] - 0s 12ms/step >5, 168/693, d1=0.629, d2=0.510 g=1.682 2/2 [==============================] - 0s 13ms/step >5, 169/693, d1=0.608, d2=0.537 g=1.616 2/2 [==============================] - 0s 12ms/step >5, 170/693, d1=0.640, d2=0.532 g=1.412 2/2 [==============================] - 0s 13ms/step >5, 171/693, d1=0.591, d2=0.612 g=1.106 2/2 [==============================] - 0s 11ms/step >5, 172/693, d1=0.605, d2=0.597 g=1.329 2/2 [==============================] - 0s 12ms/step >5, 173/693, d1=0.647, d2=0.518 g=1.552 2/2 [==============================] - 0s 12ms/step >5, 174/693, d1=0.573, d2=0.650 g=1.529 2/2 [==============================] - 0s 11ms/step >5, 175/693, d1=0.499, d2=0.629 g=1.519 2/2 [==============================] - 0s 12ms/step >5, 176/693, d1=0.607, d2=0.681 g=1.706 2/2 [==============================] - 0s 12ms/step >5, 177/693, d1=0.550, d2=0.629 g=1.266 2/2 [==============================] - 0s 12ms/step >5, 178/693, d1=0.587, d2=0.572 g=1.708 2/2 [==============================] - 0s 14ms/step >5, 179/693, d1=0.621, d2=0.547 g=1.550 2/2 [==============================] - 0s 13ms/step >5, 180/693, d1=0.604, d2=0.527 g=1.305 2/2 [==============================] - 0s 13ms/step >5, 181/693, d1=0.657, d2=0.588 g=1.354 2/2 [==============================] - 0s 12ms/step >5, 182/693, d1=0.691, d2=0.602 g=1.028 2/2 [==============================] - 0s 13ms/step >5, 183/693, d1=0.601, d2=0.615 g=1.451 2/2 [==============================] - 0s 12ms/step >5, 184/693, d1=0.550, d2=0.603 g=1.607 2/2 [==============================] - 0s 14ms/step >5, 185/693, d1=0.605, d2=0.573 g=1.547 2/2 [==============================] - 0s 12ms/step >5, 186/693, d1=0.565, d2=0.679 g=1.642 2/2 [==============================] - 0s 12ms/step >5, 187/693, d1=0.534, d2=0.682 g=1.201 2/2 [==============================] - 0s 12ms/step >5, 188/693, d1=0.582, d2=0.662 g=1.617 2/2 [==============================] - 0s 11ms/step >5, 189/693, d1=0.645, d2=0.588 g=1.757 2/2 [==============================] - 0s 13ms/step >5, 190/693, d1=0.687, d2=0.567 g=1.461 2/2 [==============================] - 0s 13ms/step >5, 191/693, d1=0.668, d2=0.521 g=1.663 2/2 [==============================] - 0s 14ms/step >5, 192/693, d1=0.641, d2=0.515 g=1.422 2/2 [==============================] - 0s 13ms/step >5, 193/693, d1=0.588, d2=0.616 g=1.327 2/2 [==============================] - 0s 14ms/step >5, 194/693, d1=0.607, d2=0.595 g=1.274 2/2 [==============================] - 0s 14ms/step >5, 195/693, d1=0.572, d2=0.564 g=1.614 2/2 [==============================] - 0s 13ms/step >5, 196/693, d1=0.594, d2=0.648 g=1.560 2/2 [==============================] - 0s 13ms/step >5, 197/693, d1=0.534, d2=0.622 g=1.463 2/2 [==============================] - 0s 13ms/step >5, 198/693, d1=0.533, d2=0.568 g=1.587 2/2 [==============================] - 0s 12ms/step >5, 199/693, d1=0.553, d2=0.595 g=1.271 2/2 [==============================] - 0s 13ms/step >5, 200/693, d1=0.591, d2=0.654 g=1.561 2/2 [==============================] - 0s 14ms/step >5, 201/693, d1=0.706, d2=0.603 g=1.700 2/2 [==============================] - 0s 14ms/step >5, 202/693, d1=0.674, d2=0.527 g=1.651 2/2 [==============================] - 0s 14ms/step >5, 203/693, d1=0.683, d2=0.552 g=1.107 2/2 [==============================] - 0s 15ms/step >5, 204/693, d1=0.567, d2=0.588 g=1.387 2/2 [==============================] - 0s 13ms/step >5, 205/693, d1=0.611, d2=0.636 g=1.266 2/2 [==============================] - 0s 13ms/step >5, 206/693, d1=0.610, d2=0.522 g=1.696 2/2 [==============================] - 0s 13ms/step >5, 207/693, d1=0.546, d2=0.653 g=1.505 2/2 [==============================] - 0s 13ms/step >5, 208/693, d1=0.568, d2=0.566 g=1.491 2/2 [==============================] - 0s 13ms/step >5, 209/693, d1=0.574, d2=0.594 g=1.617 2/2 [==============================] - 0s 14ms/step >5, 210/693, d1=0.607, d2=0.642 g=1.894 2/2 [==============================] - 0s 13ms/step >5, 211/693, d1=0.579, d2=0.725 g=1.713 2/2 [==============================] - 0s 13ms/step >5, 212/693, d1=0.595, d2=0.617 g=1.468 2/2 [==============================] - 0s 11ms/step >5, 213/693, d1=0.630, d2=0.570 g=1.631 2/2 [==============================] - 0s 12ms/step >5, 214/693, d1=0.622, d2=0.486 g=1.621 2/2 [==============================] - 0s 12ms/step >5, 215/693, d1=0.623, d2=0.495 g=1.561 2/2 [==============================] - 0s 13ms/step >5, 216/693, d1=0.752, d2=0.602 g=1.282 2/2 [==============================] - 0s 12ms/step >5, 217/693, d1=0.597, d2=0.705 g=1.201 2/2 [==============================] - 0s 11ms/step >5, 218/693, d1=0.553, d2=0.633 g=1.404 2/2 [==============================] - 0s 13ms/step >5, 219/693, d1=0.546, d2=0.507 g=2.082 2/2 [==============================] - 0s 13ms/step >5, 220/693, d1=0.511, d2=0.582 g=1.560 2/2 [==============================] - 0s 12ms/step >5, 221/693, d1=0.583, d2=0.703 g=1.920 2/2 [==============================] - 0s 14ms/step >5, 222/693, d1=0.570, d2=0.689 g=2.026 2/2 [==============================] - 0s 13ms/step >5, 223/693, d1=0.577, d2=0.626 g=1.524 2/2 [==============================] - 0s 12ms/step >5, 224/693, d1=0.672, d2=0.511 g=1.714 2/2 [==============================] - 0s 13ms/step >5, 225/693, d1=0.753, d2=0.489 g=1.567 2/2 [==============================] - 0s 13ms/step >5, 226/693, d1=0.572, d2=0.538 g=1.339 2/2 [==============================] - 0s 11ms/step >5, 227/693, d1=0.584, d2=0.653 g=1.137 2/2 [==============================] - 0s 11ms/step >5, 228/693, d1=0.581, d2=0.644 g=1.552 2/2 [==============================] - 0s 13ms/step >5, 229/693, d1=0.493, d2=0.650 g=1.403 2/2 [==============================] - 0s 13ms/step >5, 230/693, d1=0.542, d2=0.527 g=1.681 2/2 [==============================] - 0s 14ms/step >5, 231/693, d1=0.527, d2=0.608 g=1.496 2/2 [==============================] - 0s 13ms/step >5, 232/693, d1=0.612, d2=0.592 g=1.573 2/2 [==============================] - 0s 13ms/step >5, 233/693, d1=0.521, d2=0.641 g=1.297 2/2 [==============================] - 0s 13ms/step >5, 234/693, d1=0.611, d2=0.593 g=1.741 2/2 [==============================] - 0s 13ms/step >5, 235/693, d1=0.615, d2=0.679 g=1.415 2/2 [==============================] - 0s 13ms/step >5, 236/693, d1=0.620, d2=0.562 g=1.441 2/2 [==============================] - 0s 15ms/step >5, 237/693, d1=0.518, d2=0.516 g=1.255 2/2 [==============================] - 0s 13ms/step >5, 238/693, d1=0.632, d2=0.555 g=1.387 2/2 [==============================] - 0s 13ms/step >5, 239/693, d1=0.662, d2=0.612 g=1.433 2/2 [==============================] - 0s 12ms/step >5, 240/693, d1=0.604, d2=0.650 g=1.873 2/2 [==============================] - 0s 12ms/step >5, 241/693, d1=0.525, d2=0.608 g=1.631 2/2 [==============================] - 0s 14ms/step >5, 242/693, d1=0.597, d2=0.594 g=1.037 2/2 [==============================] - 0s 14ms/step >5, 243/693, d1=0.531, d2=0.550 g=1.414 2/2 [==============================] - 0s 14ms/step >5, 244/693, d1=0.588, d2=0.556 g=1.749 2/2 [==============================] - 0s 14ms/step >5, 245/693, d1=0.560, d2=0.705 g=1.689 2/2 [==============================] - 0s 12ms/step >5, 246/693, d1=0.592, d2=0.630 g=1.519 2/2 [==============================] - 0s 14ms/step >5, 247/693, d1=0.608, d2=0.544 g=1.747 2/2 [==============================] - 0s 14ms/step >5, 248/693, d1=0.627, d2=0.497 g=1.491 2/2 [==============================] - 0s 14ms/step >5, 249/693, d1=0.699, d2=0.509 g=1.435 2/2 [==============================] - 0s 11ms/step >5, 250/693, d1=0.610, d2=0.545 g=1.804 2/2 [==============================] - 0s 12ms/step >5, 251/693, d1=0.559, d2=0.603 g=1.544 2/2 [==============================] - 0s 14ms/step >5, 252/693, d1=0.559, d2=0.641 g=1.603 2/2 [==============================] - 0s 14ms/step >5, 253/693, d1=0.615, d2=0.700 g=1.648 2/2 [==============================] - 0s 13ms/step >5, 254/693, d1=0.561, d2=0.549 g=1.997 2/2 [==============================] - 0s 12ms/step >5, 255/693, d1=0.552, d2=0.659 g=1.195 2/2 [==============================] - 0s 12ms/step >5, 256/693, d1=0.634, d2=0.648 g=1.740 2/2 [==============================] - 0s 14ms/step >5, 257/693, d1=0.591, d2=0.621 g=1.195 2/2 [==============================] - 0s 11ms/step >5, 258/693, d1=0.674, d2=0.566 g=1.676 2/2 [==============================] - 0s 13ms/step >5, 259/693, d1=0.663, d2=0.472 g=1.505 2/2 [==============================] - 0s 12ms/step >5, 260/693, d1=0.639, d2=0.601 g=2.048 2/2 [==============================] - 0s 13ms/step >5, 261/693, d1=0.764, d2=0.672 g=1.640 2/2 [==============================] - 0s 12ms/step >5, 262/693, d1=0.571, d2=0.670 g=1.384 2/2 [==============================] - 0s 13ms/step >5, 263/693, d1=0.513, d2=0.592 g=1.270 2/2 [==============================] - 0s 12ms/step >5, 264/693, d1=0.609, d2=0.604 g=1.909 2/2 [==============================] - 0s 13ms/step >5, 265/693, d1=0.554, d2=0.568 g=1.452 2/2 [==============================] - 0s 14ms/step >5, 266/693, d1=0.649, d2=0.742 g=1.503 2/2 [==============================] - 0s 13ms/step >5, 267/693, d1=0.654, d2=0.634 g=1.756 2/2 [==============================] - 0s 12ms/step >5, 268/693, d1=0.613, d2=0.644 g=1.546 2/2 [==============================] - 0s 13ms/step >5, 269/693, d1=0.619, d2=0.548 g=1.758 2/2 [==============================] - 0s 13ms/step >5, 270/693, d1=0.658, d2=0.537 g=1.450 2/2 [==============================] - 0s 13ms/step >5, 271/693, d1=0.579, d2=0.556 g=1.523 2/2 [==============================] - 0s 13ms/step >5, 272/693, d1=0.634, d2=0.572 g=1.216 2/2 [==============================] - 0s 12ms/step >5, 273/693, d1=0.657, d2=0.599 g=1.039 2/2 [==============================] - 0s 13ms/step >5, 274/693, d1=0.603, d2=0.607 g=1.506 2/2 [==============================] - 0s 12ms/step >5, 275/693, d1=0.639, d2=0.616 g=1.788 2/2 [==============================] - 0s 14ms/step >5, 276/693, d1=0.537, d2=0.595 g=1.592 2/2 [==============================] - 0s 14ms/step >5, 277/693, d1=0.592, d2=0.680 g=1.438 2/2 [==============================] - 0s 13ms/step >5, 278/693, d1=0.610, d2=0.630 g=1.599 2/2 [==============================] - 0s 13ms/step >5, 279/693, d1=0.585, d2=0.690 g=2.045 2/2 [==============================] - 0s 12ms/step >5, 280/693, d1=0.542, d2=0.584 g=1.876 2/2 [==============================] - 0s 14ms/step >5, 281/693, d1=0.609, d2=0.561 g=1.835 2/2 [==============================] - 0s 14ms/step >5, 282/693, d1=0.587, d2=0.560 g=1.665 2/2 [==============================] - 0s 13ms/step >5, 283/693, d1=0.686, d2=0.575 g=1.290 2/2 [==============================] - 0s 14ms/step >5, 284/693, d1=0.603, d2=0.564 g=1.375 2/2 [==============================] - 0s 14ms/step >5, 285/693, d1=0.554, d2=0.694 g=2.091 2/2 [==============================] - 0s 13ms/step >5, 286/693, d1=0.632, d2=0.626 g=1.463 2/2 [==============================] - 0s 14ms/step >5, 287/693, d1=0.558, d2=0.616 g=1.483 2/2 [==============================] - 0s 14ms/step >5, 288/693, d1=0.519, d2=0.598 g=1.387 2/2 [==============================] - 0s 14ms/step >5, 289/693, d1=0.598, d2=0.570 g=1.626 2/2 [==============================] - 0s 13ms/step >5, 290/693, d1=0.568, d2=0.590 g=1.714 2/2 [==============================] - 0s 13ms/step >5, 291/693, d1=0.662, d2=0.664 g=2.018 2/2 [==============================] - 0s 14ms/step >5, 292/693, d1=0.609, d2=0.552 g=1.786 2/2 [==============================] - 0s 13ms/step >5, 293/693, d1=0.653, d2=0.558 g=1.478 2/2 [==============================] - 0s 13ms/step >5, 294/693, d1=0.689, d2=0.581 g=1.149 2/2 [==============================] - 0s 13ms/step >5, 295/693, d1=0.592, d2=0.580 g=1.415 2/2 [==============================] - 0s 12ms/step >5, 296/693, d1=0.613, d2=0.583 g=1.676 2/2 [==============================] - 0s 13ms/step >5, 297/693, d1=0.550, d2=0.617 g=1.697 2/2 [==============================] - 0s 13ms/step >5, 298/693, d1=0.607, d2=0.585 g=1.376 2/2 [==============================] - 0s 14ms/step >5, 299/693, d1=0.550, d2=0.526 g=1.804 2/2 [==============================] - 0s 13ms/step >5, 300/693, d1=0.583, d2=0.637 g=1.297 2/2 [==============================] - 0s 12ms/step >5, 301/693, d1=0.538, d2=0.737 g=1.515 2/2 [==============================] - 0s 12ms/step >5, 302/693, d1=0.598, d2=0.627 g=1.512 2/2 [==============================] - 0s 13ms/step >5, 303/693, d1=0.629, d2=0.557 g=1.476 2/2 [==============================] - 0s 13ms/step >5, 304/693, d1=0.645, d2=0.572 g=1.549 2/2 [==============================] - 0s 14ms/step >5, 305/693, d1=0.671, d2=0.581 g=1.258 2/2 [==============================] - 0s 13ms/step >5, 306/693, d1=0.644, d2=0.663 g=1.305 2/2 [==============================] - 0s 13ms/step >5, 307/693, d1=0.624, d2=0.669 g=1.525 2/2 [==============================] - 0s 15ms/step >5, 308/693, d1=0.574, d2=0.585 g=1.234 2/2 [==============================] - 0s 12ms/step >5, 309/693, d1=0.570, d2=0.547 g=1.900 2/2 [==============================] - 0s 13ms/step >5, 310/693, d1=0.564, d2=0.510 g=2.139 2/2 [==============================] - 0s 12ms/step >5, 311/693, d1=0.590, d2=0.665 g=1.403 2/2 [==============================] - 0s 13ms/step >5, 312/693, d1=0.555, d2=0.762 g=1.190 2/2 [==============================] - 0s 11ms/step >5, 313/693, d1=0.561, d2=0.628 g=1.447 2/2 [==============================] - 0s 13ms/step >5, 314/693, d1=0.611, d2=0.498 g=1.531 2/2 [==============================] - 0s 13ms/step >5, 315/693, d1=0.549, d2=0.509 g=1.461 2/2 [==============================] - 0s 12ms/step >5, 316/693, d1=0.662, d2=0.582 g=1.392 2/2 [==============================] - 0s 14ms/step >5, 317/693, d1=0.603, d2=0.574 g=1.453 2/2 [==============================] - 0s 14ms/step >5, 318/693, d1=0.663, d2=0.602 g=1.788 2/2 [==============================] - 0s 13ms/step >5, 319/693, d1=0.516, d2=0.613 g=1.399 2/2 [==============================] - 0s 13ms/step >5, 320/693, d1=0.573, d2=0.625 g=1.821 2/2 [==============================] - 0s 15ms/step >5, 321/693, d1=0.551, d2=0.564 g=2.181 2/2 [==============================] - 0s 14ms/step >5, 322/693, d1=0.539, d2=0.644 g=1.268 2/2 [==============================] - 0s 13ms/step >5, 323/693, d1=0.579, d2=0.608 g=1.469 2/2 [==============================] - 0s 13ms/step >5, 324/693, d1=0.613, d2=0.618 g=1.641 2/2 [==============================] - 0s 12ms/step >5, 325/693, d1=0.681, d2=0.614 g=1.518 2/2 [==============================] - 0s 13ms/step >5, 326/693, d1=0.699, d2=0.576 g=1.494 2/2 [==============================] - 0s 13ms/step >5, 327/693, d1=0.614, d2=0.519 g=1.363 2/2 [==============================] - 0s 13ms/step >5, 328/693, d1=0.607, d2=0.514 g=1.445 2/2 [==============================] - 0s 13ms/step >5, 329/693, d1=0.631, d2=0.627 g=1.805 2/2 [==============================] - 0s 12ms/step >5, 330/693, d1=0.582, d2=0.634 g=1.486 2/2 [==============================] - 0s 13ms/step >5, 331/693, d1=0.545, d2=0.534 g=1.591 2/2 [==============================] - 0s 14ms/step >5, 332/693, d1=0.598, d2=0.576 g=1.965 2/2 [==============================] - 0s 13ms/step >5, 333/693, d1=0.597, d2=0.654 g=1.999 2/2 [==============================] - 0s 13ms/step >5, 334/693, d1=0.526, d2=0.611 g=1.444 2/2 [==============================] - 0s 12ms/step >5, 335/693, d1=0.590, d2=0.584 g=1.337 2/2 [==============================] - 0s 13ms/step >5, 336/693, d1=0.589, d2=0.637 g=1.886 2/2 [==============================] - 0s 12ms/step >5, 337/693, d1=0.603, d2=0.601 g=1.259 2/2 [==============================] - 0s 13ms/step >5, 338/693, d1=0.625, d2=0.568 g=1.651 2/2 [==============================] - 0s 13ms/step >5, 339/693, d1=0.622, d2=0.588 g=1.529 2/2 [==============================] - 0s 13ms/step >5, 340/693, d1=0.622, d2=0.588 g=1.446 2/2 [==============================] - 0s 13ms/step >5, 341/693, d1=0.624, d2=0.569 g=1.477 2/2 [==============================] - 0s 12ms/step >5, 342/693, d1=0.664, d2=0.644 g=1.292 2/2 [==============================] - 0s 14ms/step >5, 343/693, d1=0.585, d2=0.666 g=2.003 2/2 [==============================] - 0s 14ms/step >5, 344/693, d1=0.539, d2=0.569 g=1.647 2/2 [==============================] - 0s 14ms/step >5, 345/693, d1=0.570, d2=0.542 g=1.613 2/2 [==============================] - 0s 13ms/step >5, 346/693, d1=0.579, d2=0.636 g=1.710 2/2 [==============================] - 0s 12ms/step >5, 347/693, d1=0.603, d2=0.635 g=1.253 2/2 [==============================] - 0s 12ms/step >5, 348/693, d1=0.674, d2=0.621 g=1.584 2/2 [==============================] - 0s 12ms/step >5, 349/693, d1=0.621, d2=0.597 g=1.404 2/2 [==============================] - 0s 12ms/step >5, 350/693, d1=0.566, d2=0.554 g=1.354 2/2 [==============================] - 0s 12ms/step >5, 351/693, d1=0.675, d2=0.595 g=1.276 2/2 [==============================] - 0s 12ms/step >5, 352/693, d1=0.672, d2=0.566 g=1.558 2/2 [==============================] - 0s 13ms/step >5, 353/693, d1=0.586, d2=0.580 g=1.497 2/2 [==============================] - 0s 13ms/step >5, 354/693, d1=0.494, d2=0.672 g=1.321 2/2 [==============================] - 0s 12ms/step >5, 355/693, d1=0.611, d2=0.632 g=1.574 2/2 [==============================] - 0s 12ms/step >5, 356/693, d1=0.566, d2=0.588 g=1.172 2/2 [==============================] - 0s 13ms/step >5, 357/693, d1=0.540, d2=0.591 g=1.387 2/2 [==============================] - 0s 12ms/step >5, 358/693, d1=0.605, d2=0.570 g=1.429 2/2 [==============================] - 0s 13ms/step >5, 359/693, d1=0.551, d2=0.643 g=1.631 2/2 [==============================] - 0s 12ms/step >5, 360/693, d1=0.621, d2=0.601 g=1.825 2/2 [==============================] - 0s 12ms/step >5, 361/693, d1=0.566, d2=0.600 g=1.306 2/2 [==============================] - 0s 13ms/step >5, 362/693, d1=0.649, d2=0.552 g=1.337 2/2 [==============================] - 0s 13ms/step >5, 363/693, d1=0.585, d2=0.553 g=1.505 2/2 [==============================] - 0s 13ms/step >5, 364/693, d1=0.623, d2=0.563 g=1.181 2/2 [==============================] - 0s 14ms/step >5, 365/693, d1=0.643, d2=0.570 g=1.609 2/2 [==============================] - 0s 13ms/step >5, 366/693, d1=0.605, d2=0.631 g=1.624 2/2 [==============================] - 0s 13ms/step >5, 367/693, d1=0.575, d2=0.564 g=1.243 2/2 [==============================] - 0s 14ms/step >5, 368/693, d1=0.621, d2=0.587 g=1.126 2/2 [==============================] - 0s 13ms/step >5, 369/693, d1=0.576, d2=0.688 g=1.724 2/2 [==============================] - 0s 12ms/step >5, 370/693, d1=0.575, d2=0.668 g=1.532 2/2 [==============================] - 0s 12ms/step >5, 371/693, d1=0.694, d2=0.509 g=1.309 2/2 [==============================] - 0s 11ms/step >5, 372/693, d1=0.603, d2=0.515 g=1.554 2/2 [==============================] - 0s 12ms/step >5, 373/693, d1=0.610, d2=0.567 g=1.325 2/2 [==============================] - 0s 13ms/step >5, 374/693, d1=0.655, d2=0.591 g=1.428 2/2 [==============================] - 0s 13ms/step >5, 375/693, d1=0.561, d2=0.596 g=1.585 2/2 [==============================] - 0s 13ms/step >5, 376/693, d1=0.601, d2=0.709 g=1.235 2/2 [==============================] - 0s 14ms/step >5, 377/693, d1=0.535, d2=0.557 g=1.359 2/2 [==============================] - 0s 13ms/step >5, 378/693, d1=0.573, d2=0.548 g=1.557 2/2 [==============================] - 0s 12ms/step >5, 379/693, d1=0.516, d2=0.550 g=1.098 2/2 [==============================] - 0s 14ms/step >5, 380/693, d1=0.495, d2=0.575 g=1.971 2/2 [==============================] - 0s 12ms/step >5, 381/693, d1=0.564, d2=0.716 g=1.495 2/2 [==============================] - 0s 13ms/step >5, 382/693, d1=0.647, d2=0.738 g=1.932 2/2 [==============================] - 0s 13ms/step >5, 383/693, d1=0.700, d2=0.456 g=1.980 2/2 [==============================] - 0s 12ms/step >5, 384/693, d1=0.733, d2=0.590 g=1.376 2/2 [==============================] - 0s 13ms/step >5, 385/693, d1=0.557, d2=0.640 g=1.491 2/2 [==============================] - 0s 12ms/step >5, 386/693, d1=0.599, d2=0.644 g=1.434 2/2 [==============================] - 0s 11ms/step >5, 387/693, d1=0.547, d2=0.679 g=1.493 2/2 [==============================] - 0s 11ms/step >5, 388/693, d1=0.558, d2=0.623 g=2.309 2/2 [==============================] - 0s 12ms/step >5, 389/693, d1=0.595, d2=0.482 g=2.044 2/2 [==============================] - 0s 14ms/step >5, 390/693, d1=0.606, d2=0.652 g=1.716 2/2 [==============================] - 0s 14ms/step >5, 391/693, d1=0.546, d2=0.675 g=1.779 2/2 [==============================] - 0s 12ms/step >5, 392/693, d1=0.638, d2=0.693 g=1.265 2/2 [==============================] - 0s 13ms/step >5, 393/693, d1=0.607, d2=0.567 g=1.619 2/2 [==============================] - 0s 13ms/step >5, 394/693, d1=0.631, d2=0.598 g=1.408 2/2 [==============================] - 0s 13ms/step >5, 395/693, d1=0.551, d2=0.463 g=1.751 2/2 [==============================] - 0s 12ms/step >5, 396/693, d1=0.665, d2=0.621 g=1.698 2/2 [==============================] - 0s 13ms/step >5, 397/693, d1=0.599, d2=0.639 g=1.725 2/2 [==============================] - 0s 13ms/step >5, 398/693, d1=0.580, d2=0.549 g=1.354 2/2 [==============================] - 0s 12ms/step >5, 399/693, d1=0.581, d2=0.554 g=1.421 2/2 [==============================] - 0s 13ms/step >5, 400/693, d1=0.584, d2=0.682 g=1.639 2/2 [==============================] - 0s 12ms/step >5, 401/693, d1=0.543, d2=0.674 g=2.122 2/2 [==============================] - 0s 13ms/step >5, 402/693, d1=0.612, d2=0.605 g=1.526 2/2 [==============================] - 0s 12ms/step >5, 403/693, d1=0.656, d2=0.594 g=1.791 2/2 [==============================] - 0s 12ms/step >5, 404/693, d1=0.562, d2=0.525 g=1.559 2/2 [==============================] - 0s 13ms/step >5, 405/693, d1=0.610, d2=0.536 g=1.365 2/2 [==============================] - 0s 11ms/step >5, 406/693, d1=0.634, d2=0.595 g=1.921 2/2 [==============================] - 0s 13ms/step >5, 407/693, d1=0.586, d2=0.556 g=1.356 2/2 [==============================] - 0s 13ms/step >5, 408/693, d1=0.582, d2=0.595 g=1.557 2/2 [==============================] - 0s 13ms/step >5, 409/693, d1=0.560, d2=0.584 g=1.482 2/2 [==============================] - 0s 13ms/step >5, 410/693, d1=0.617, d2=0.531 g=1.342 2/2 [==============================] - 0s 13ms/step >5, 411/693, d1=0.584, d2=0.577 g=1.809 2/2 [==============================] - 0s 13ms/step >5, 412/693, d1=0.543, d2=0.563 g=1.892 2/2 [==============================] - 0s 13ms/step >5, 413/693, d1=0.567, d2=0.662 g=1.809 2/2 [==============================] - 0s 14ms/step >5, 414/693, d1=0.587, d2=0.563 g=1.448 2/2 [==============================] - 0s 14ms/step >5, 415/693, d1=0.656, d2=0.591 g=1.219 2/2 [==============================] - 0s 13ms/step >5, 416/693, d1=0.670, d2=0.504 g=1.766 2/2 [==============================] - 0s 12ms/step >5, 417/693, d1=0.651, d2=0.618 g=1.757 2/2 [==============================] - 0s 13ms/step >5, 418/693, d1=0.560, d2=0.591 g=1.594 2/2 [==============================] - 0s 13ms/step >5, 419/693, d1=0.675, d2=0.574 g=1.245 2/2 [==============================] - 0s 13ms/step >5, 420/693, d1=0.638, d2=0.543 g=1.048 2/2 [==============================] - 0s 12ms/step >5, 421/693, d1=0.581, d2=0.610 g=1.649 2/2 [==============================] - 0s 13ms/step >5, 422/693, d1=0.544, d2=0.619 g=1.146 2/2 [==============================] - 0s 11ms/step >5, 423/693, d1=0.602, d2=0.647 g=1.692 2/2 [==============================] - 0s 11ms/step >5, 424/693, d1=0.608, d2=0.637 g=1.681 2/2 [==============================] - 0s 11ms/step >5, 425/693, d1=0.618, d2=0.618 g=1.304 2/2 [==============================] - 0s 13ms/step >5, 426/693, d1=0.607, d2=0.603 g=1.472 2/2 [==============================] - 0s 14ms/step >5, 427/693, d1=0.617, d2=0.618 g=1.311 2/2 [==============================] - 0s 13ms/step >5, 428/693, d1=0.636, d2=0.543 g=1.738 2/2 [==============================] - 0s 14ms/step >5, 429/693, d1=0.642, d2=0.577 g=1.523 2/2 [==============================] - 0s 14ms/step >5, 430/693, d1=0.651, d2=0.607 g=1.672 2/2 [==============================] - 0s 13ms/step >5, 431/693, d1=0.506, d2=0.637 g=1.508 2/2 [==============================] - 0s 14ms/step >5, 432/693, d1=0.538, d2=0.544 g=1.341 2/2 [==============================] - 0s 12ms/step >5, 433/693, d1=0.607, d2=0.559 g=1.333 2/2 [==============================] - 0s 13ms/step >5, 434/693, d1=0.608, d2=0.670 g=1.288 2/2 [==============================] - 0s 13ms/step >5, 435/693, d1=0.545, d2=0.638 g=1.301 2/2 [==============================] - 0s 13ms/step >5, 436/693, d1=0.576, d2=0.663 g=2.097 2/2 [==============================] - 0s 13ms/step >5, 437/693, d1=0.585, d2=0.549 g=1.628 2/2 [==============================] - 0s 11ms/step >5, 438/693, d1=0.656, d2=0.568 g=1.521 2/2 [==============================] - 0s 13ms/step >5, 439/693, d1=0.604, d2=0.578 g=1.601 2/2 [==============================] - 0s 11ms/step >5, 440/693, d1=0.580, d2=0.644 g=1.473 2/2 [==============================] - 0s 13ms/step >5, 441/693, d1=0.567, d2=0.552 g=1.986 2/2 [==============================] - 0s 13ms/step >5, 442/693, d1=0.575, d2=0.614 g=1.606 2/2 [==============================] - 0s 12ms/step >5, 443/693, d1=0.578, d2=0.574 g=1.623 2/2 [==============================] - 0s 11ms/step >5, 444/693, d1=0.601, d2=0.581 g=1.133 2/2 [==============================] - 0s 13ms/step >5, 445/693, d1=0.592, d2=0.594 g=1.233 2/2 [==============================] - 0s 14ms/step >5, 446/693, d1=0.638, d2=0.603 g=1.695 2/2 [==============================] - 0s 14ms/step >5, 447/693, d1=0.652, d2=0.619 g=1.449 2/2 [==============================] - 0s 12ms/step >5, 448/693, d1=0.587, d2=0.619 g=1.129 2/2 [==============================] - 0s 13ms/step >5, 449/693, d1=0.513, d2=0.584 g=1.774 2/2 [==============================] - 0s 13ms/step >5, 450/693, d1=0.594, d2=0.532 g=1.752 2/2 [==============================] - 0s 13ms/step >5, 451/693, d1=0.641, d2=0.621 g=1.430 2/2 [==============================] - 0s 12ms/step >5, 452/693, d1=0.602, d2=0.553 g=1.977 2/2 [==============================] - 0s 14ms/step >5, 453/693, d1=0.565, d2=0.644 g=1.178 2/2 [==============================] - 0s 13ms/step >5, 454/693, d1=0.617, d2=0.595 g=1.205 2/2 [==============================] - 0s 14ms/step >5, 455/693, d1=0.586, d2=0.586 g=1.378 2/2 [==============================] - 0s 14ms/step >5, 456/693, d1=0.573, d2=0.562 g=1.777 2/2 [==============================] - 0s 13ms/step >5, 457/693, d1=0.585, d2=0.649 g=1.980 2/2 [==============================] - 0s 14ms/step >5, 458/693, d1=0.584, d2=0.673 g=1.435 2/2 [==============================] - 0s 13ms/step >5, 459/693, d1=0.625, d2=0.622 g=1.739 2/2 [==============================] - 0s 12ms/step >5, 460/693, d1=0.542, d2=0.580 g=1.384 2/2 [==============================] - 0s 14ms/step >5, 461/693, d1=0.674, d2=0.590 g=1.606 2/2 [==============================] - 0s 14ms/step >5, 462/693, d1=0.752, d2=0.592 g=1.384 2/2 [==============================] - 0s 13ms/step >5, 463/693, d1=0.568, d2=0.627 g=1.372 2/2 [==============================] - 0s 12ms/step >5, 464/693, d1=0.700, d2=0.644 g=1.719 2/2 [==============================] - 0s 14ms/step >5, 465/693, d1=0.603, d2=0.549 g=1.625 2/2 [==============================] - 0s 14ms/step >5, 466/693, d1=0.644, d2=0.657 g=1.290 2/2 [==============================] - 0s 13ms/step >5, 467/693, d1=0.570, d2=0.721 g=1.226 2/2 [==============================] - 0s 13ms/step >5, 468/693, d1=0.596, d2=0.551 g=2.227 2/2 [==============================] - 0s 12ms/step >5, 469/693, d1=0.559, d2=0.525 g=1.737 2/2 [==============================] - 0s 12ms/step >5, 470/693, d1=0.659, d2=0.566 g=1.396 2/2 [==============================] - 0s 12ms/step >5, 471/693, d1=0.595, d2=0.601 g=1.774 2/2 [==============================] - 0s 12ms/step >5, 472/693, d1=0.629, d2=0.602 g=1.554 2/2 [==============================] - 0s 12ms/step >5, 473/693, d1=0.559, d2=0.564 g=1.344 2/2 [==============================] - 0s 12ms/step >5, 474/693, d1=0.655, d2=0.583 g=1.625 2/2 [==============================] - 0s 11ms/step >5, 475/693, d1=0.588, d2=0.574 g=1.269 2/2 [==============================] - 0s 13ms/step >5, 476/693, d1=0.548, d2=0.561 g=1.630 2/2 [==============================] - 0s 13ms/step >5, 477/693, d1=0.569, d2=0.657 g=1.239 2/2 [==============================] - 0s 14ms/step >5, 478/693, d1=0.561, d2=0.588 g=1.440 2/2 [==============================] - 0s 13ms/step >5, 479/693, d1=0.625, d2=0.598 g=1.176 2/2 [==============================] - 0s 13ms/step >5, 480/693, d1=0.550, d2=0.576 g=1.684 2/2 [==============================] - 0s 12ms/step >5, 481/693, d1=0.671, d2=0.581 g=1.546 2/2 [==============================] - 0s 12ms/step >5, 482/693, d1=0.595, d2=0.594 g=1.555 2/2 [==============================] - 0s 14ms/step >5, 483/693, d1=0.613, d2=0.597 g=1.657 2/2 [==============================] - 0s 14ms/step >5, 484/693, d1=0.623, d2=0.607 g=1.198 2/2 [==============================] - 0s 13ms/step >5, 485/693, d1=0.649, d2=0.586 g=1.367 2/2 [==============================] - 0s 14ms/step >5, 486/693, d1=0.604, d2=0.626 g=1.672 2/2 [==============================] - 0s 13ms/step >5, 487/693, d1=0.582, d2=0.544 g=1.686 2/2 [==============================] - 0s 12ms/step >5, 488/693, d1=0.576, d2=0.647 g=1.337 2/2 [==============================] - 0s 12ms/step >5, 489/693, d1=0.637, d2=0.680 g=1.497 2/2 [==============================] - 0s 14ms/step >5, 490/693, d1=0.576, d2=0.534 g=1.616 2/2 [==============================] - 0s 13ms/step >5, 491/693, d1=0.619, d2=0.552 g=1.537 2/2 [==============================] - 0s 14ms/step >5, 492/693, d1=0.573, d2=0.557 g=1.682 2/2 [==============================] - 0s 13ms/step >5, 493/693, d1=0.597, d2=0.592 g=1.943 2/2 [==============================] - 0s 13ms/step >5, 494/693, d1=0.607, d2=0.637 g=1.439 2/2 [==============================] - 0s 14ms/step >5, 495/693, d1=0.568, d2=0.583 g=1.539 2/2 [==============================] - 0s 14ms/step >5, 496/693, d1=0.627, d2=0.604 g=1.611 2/2 [==============================] - 0s 13ms/step >5, 497/693, d1=0.617, d2=0.560 g=1.423 2/2 [==============================] - 0s 14ms/step >5, 498/693, d1=0.526, d2=0.565 g=1.514 2/2 [==============================] - 0s 14ms/step >5, 499/693, d1=0.627, d2=0.631 g=1.292 2/2 [==============================] - 0s 14ms/step >5, 500/693, d1=0.623, d2=0.646 g=1.523 2/2 [==============================] - 0s 14ms/step >5, 501/693, d1=0.631, d2=0.708 g=1.453 2/2 [==============================] - 0s 12ms/step >5, 502/693, d1=0.629, d2=0.583 g=1.354 2/2 [==============================] - 0s 14ms/step >5, 503/693, d1=0.607, d2=0.544 g=1.267 2/2 [==============================] - 0s 15ms/step >5, 504/693, d1=0.724, d2=0.650 g=1.464 2/2 [==============================] - 0s 14ms/step >5, 505/693, d1=0.596, d2=0.610 g=1.056 2/2 [==============================] - 0s 13ms/step >5, 506/693, d1=0.544, d2=0.629 g=1.314 2/2 [==============================] - 0s 12ms/step >5, 507/693, d1=0.596, d2=0.575 g=1.249 2/2 [==============================] - 0s 12ms/step >5, 508/693, d1=0.535, d2=0.573 g=1.703 2/2 [==============================] - 0s 11ms/step >5, 509/693, d1=0.551, d2=0.549 g=1.304 2/2 [==============================] - 0s 13ms/step >5, 510/693, d1=0.534, d2=0.651 g=1.208 2/2 [==============================] - 0s 13ms/step >5, 511/693, d1=0.597, d2=0.635 g=1.659 2/2 [==============================] - 0s 12ms/step >5, 512/693, d1=0.619, d2=0.621 g=1.853 2/2 [==============================] - 0s 12ms/step >5, 513/693, d1=0.638, d2=0.591 g=1.360 2/2 [==============================] - 0s 12ms/step >5, 514/693, d1=0.621, d2=0.517 g=1.512 2/2 [==============================] - 0s 14ms/step >5, 515/693, d1=0.591, d2=0.545 g=1.398 2/2 [==============================] - 0s 13ms/step >5, 516/693, d1=0.638, d2=0.575 g=1.339 2/2 [==============================] - 0s 15ms/step >5, 517/693, d1=0.602, d2=0.578 g=1.613 2/2 [==============================] - 0s 13ms/step >5, 518/693, d1=0.600, d2=0.597 g=1.308 2/2 [==============================] - 0s 12ms/step >5, 519/693, d1=0.585, d2=0.659 g=1.425 2/2 [==============================] - 0s 13ms/step >5, 520/693, d1=0.583, d2=0.612 g=1.689 2/2 [==============================] - 0s 14ms/step >5, 521/693, d1=0.552, d2=0.568 g=1.410 2/2 [==============================] - 0s 13ms/step >5, 522/693, d1=0.562, d2=0.517 g=1.587 2/2 [==============================] - 0s 13ms/step >5, 523/693, d1=0.643, d2=0.587 g=1.612 2/2 [==============================] - 0s 12ms/step >5, 524/693, d1=0.587, d2=0.600 g=1.058 2/2 [==============================] - 0s 14ms/step >5, 525/693, d1=0.628, d2=0.554 g=1.615 2/2 [==============================] - 0s 13ms/step >5, 526/693, d1=0.592, d2=0.597 g=1.258 2/2 [==============================] - 0s 13ms/step >5, 527/693, d1=0.541, d2=0.606 g=1.487 2/2 [==============================] - 0s 12ms/step >5, 528/693, d1=0.571, d2=0.604 g=1.674 2/2 [==============================] - 0s 14ms/step >5, 529/693, d1=0.566, d2=0.644 g=1.692 2/2 [==============================] - 0s 12ms/step >5, 530/693, d1=0.558, d2=0.617 g=1.635 2/2 [==============================] - 0s 12ms/step >5, 531/693, d1=0.581, d2=0.589 g=1.162 2/2 [==============================] - 0s 13ms/step >5, 532/693, d1=0.624, d2=0.539 g=1.247 2/2 [==============================] - 0s 12ms/step >5, 533/693, d1=0.580, d2=0.579 g=1.498 2/2 [==============================] - 0s 12ms/step >5, 534/693, d1=0.555, d2=0.655 g=2.289 2/2 [==============================] - 0s 14ms/step >5, 535/693, d1=0.572, d2=0.617 g=1.799 2/2 [==============================] - 0s 13ms/step >5, 536/693, d1=0.593, d2=0.568 g=2.115 2/2 [==============================] - 0s 11ms/step >5, 537/693, d1=0.714, d2=0.616 g=1.488 2/2 [==============================] - 0s 11ms/step >5, 538/693, d1=0.660, d2=0.623 g=1.744 2/2 [==============================] - 0s 12ms/step >5, 539/693, d1=0.530, d2=0.568 g=1.685 2/2 [==============================] - 0s 13ms/step >5, 540/693, d1=0.607, d2=0.558 g=1.495 2/2 [==============================] - 0s 12ms/step >5, 541/693, d1=0.606, d2=0.674 g=1.549 2/2 [==============================] - 0s 12ms/step >5, 542/693, d1=0.579, d2=0.682 g=2.092 2/2 [==============================] - 0s 13ms/step >5, 543/693, d1=0.534, d2=0.698 g=1.731 2/2 [==============================] - 0s 13ms/step >5, 544/693, d1=0.660, d2=0.526 g=1.584 2/2 [==============================] - 0s 13ms/step >5, 545/693, d1=0.595, d2=0.490 g=1.424 2/2 [==============================] - 0s 13ms/step >5, 546/693, d1=0.617, d2=0.540 g=1.335 2/2 [==============================] - 0s 12ms/step >5, 547/693, d1=0.577, d2=0.469 g=1.543 2/2 [==============================] - 0s 13ms/step >5, 548/693, d1=0.548, d2=0.567 g=1.299 2/2 [==============================] - 0s 13ms/step >5, 549/693, d1=0.615, d2=0.625 g=1.561 2/2 [==============================] - 0s 11ms/step >5, 550/693, d1=0.517, d2=0.667 g=1.134 2/2 [==============================] - 0s 14ms/step >5, 551/693, d1=0.598, d2=0.582 g=1.255 2/2 [==============================] - 0s 13ms/step >5, 552/693, d1=0.579, d2=0.576 g=1.730 2/2 [==============================] - 0s 13ms/step >5, 553/693, d1=0.505, d2=0.526 g=1.721 2/2 [==============================] - 0s 12ms/step >5, 554/693, d1=0.553, d2=0.759 g=1.308 2/2 [==============================] - 0s 12ms/step >5, 555/693, d1=0.522, d2=0.605 g=1.362 2/2 [==============================] - 0s 13ms/step >5, 556/693, d1=0.611, d2=0.503 g=1.889 2/2 [==============================] - 0s 12ms/step >5, 557/693, d1=0.604, d2=0.525 g=1.802 2/2 [==============================] - 0s 12ms/step >5, 558/693, d1=0.633, d2=0.592 g=1.296 2/2 [==============================] - 0s 13ms/step >5, 559/693, d1=0.586, d2=0.622 g=1.462 2/2 [==============================] - 0s 13ms/step >5, 560/693, d1=0.572, d2=0.601 g=1.711 2/2 [==============================] - 0s 13ms/step >5, 561/693, d1=0.667, d2=0.565 g=1.854 2/2 [==============================] - 0s 13ms/step >5, 562/693, d1=0.539, d2=0.564 g=1.708 2/2 [==============================] - 0s 12ms/step >5, 563/693, d1=0.531, d2=0.638 g=1.579 2/2 [==============================] - 0s 13ms/step >5, 564/693, d1=0.541, d2=0.679 g=1.356 2/2 [==============================] - 0s 13ms/step >5, 565/693, d1=0.656, d2=0.605 g=1.467 2/2 [==============================] - 0s 12ms/step >5, 566/693, d1=0.591, d2=0.532 g=1.456 2/2 [==============================] - 0s 13ms/step >5, 567/693, d1=0.619, d2=0.492 g=1.436 2/2 [==============================] - 0s 13ms/step >5, 568/693, d1=0.613, d2=0.581 g=1.349 2/2 [==============================] - 0s 13ms/step >5, 569/693, d1=0.610, d2=0.653 g=1.337 2/2 [==============================] - 0s 12ms/step >5, 570/693, d1=0.613, d2=0.642 g=1.279 2/2 [==============================] - 0s 12ms/step >5, 571/693, d1=0.582, d2=0.541 g=1.565 2/2 [==============================] - 0s 13ms/step >5, 572/693, d1=0.571, d2=0.564 g=1.447 2/2 [==============================] - 0s 13ms/step >5, 573/693, d1=0.626, d2=0.568 g=1.353 2/2 [==============================] - 0s 13ms/step >5, 574/693, d1=0.573, d2=0.623 g=1.594 2/2 [==============================] - 0s 12ms/step >5, 575/693, d1=0.601, d2=0.612 g=1.156 2/2 [==============================] - 0s 13ms/step >5, 576/693, d1=0.558, d2=0.543 g=1.496 2/2 [==============================] - 0s 14ms/step >5, 577/693, d1=0.665, d2=0.574 g=1.851 2/2 [==============================] - 0s 14ms/step >5, 578/693, d1=0.591, d2=0.523 g=1.147 2/2 [==============================] - 0s 14ms/step >5, 579/693, d1=0.591, d2=0.524 g=1.713 2/2 [==============================] - 0s 12ms/step >5, 580/693, d1=0.635, d2=0.633 g=1.596 2/2 [==============================] - 0s 14ms/step >5, 581/693, d1=0.597, d2=0.636 g=1.481 2/2 [==============================] - 0s 15ms/step >5, 582/693, d1=0.631, d2=0.622 g=1.528 2/2 [==============================] - 0s 12ms/step >5, 583/693, d1=0.574, d2=0.649 g=1.663 2/2 [==============================] - 0s 13ms/step >5, 584/693, d1=0.561, d2=0.602 g=1.559 2/2 [==============================] - 0s 14ms/step >5, 585/693, d1=0.618, d2=0.694 g=1.453 2/2 [==============================] - 0s 14ms/step >5, 586/693, d1=0.558, d2=0.615 g=2.215 2/2 [==============================] - 0s 13ms/step >5, 587/693, d1=0.610, d2=0.542 g=1.538 2/2 [==============================] - 0s 13ms/step >5, 588/693, d1=0.652, d2=0.652 g=1.300 2/2 [==============================] - 0s 13ms/step >5, 589/693, d1=0.584, d2=0.467 g=1.224 2/2 [==============================] - 0s 13ms/step >5, 590/693, d1=0.581, d2=0.609 g=1.383 2/2 [==============================] - 0s 13ms/step >5, 591/693, d1=0.605, d2=0.608 g=1.791 2/2 [==============================] - 0s 13ms/step >5, 592/693, d1=0.562, d2=0.574 g=1.388 2/2 [==============================] - 0s 13ms/step >5, 593/693, d1=0.602, d2=0.597 g=1.385 2/2 [==============================] - 0s 13ms/step >5, 594/693, d1=0.635, d2=0.594 g=1.396 2/2 [==============================] - 0s 12ms/step >5, 595/693, d1=0.571, d2=0.569 g=1.041 2/2 [==============================] - 0s 13ms/step >5, 596/693, d1=0.508, d2=0.734 g=1.764 2/2 [==============================] - 0s 13ms/step >5, 597/693, d1=0.583, d2=0.633 g=1.290 2/2 [==============================] - 0s 13ms/step >5, 598/693, d1=0.547, d2=0.571 g=1.616 2/2 [==============================] - 0s 12ms/step >5, 599/693, d1=0.655, d2=0.546 g=1.052 2/2 [==============================] - 0s 14ms/step >5, 600/693, d1=0.670, d2=0.567 g=1.485 2/2 [==============================] - 0s 12ms/step >5, 601/693, d1=0.563, d2=0.585 g=1.498 2/2 [==============================] - 0s 14ms/step >5, 602/693, d1=0.549, d2=0.607 g=1.048 2/2 [==============================] - 0s 12ms/step >5, 603/693, d1=0.596, d2=0.588 g=1.569 2/2 [==============================] - 0s 12ms/step >5, 604/693, d1=0.574, d2=0.641 g=1.415 2/2 [==============================] - 0s 12ms/step >5, 605/693, d1=0.580, d2=0.644 g=1.478 2/2 [==============================] - 0s 13ms/step >5, 606/693, d1=0.531, d2=0.632 g=1.546 2/2 [==============================] - 0s 13ms/step >5, 607/693, d1=0.565, d2=0.649 g=1.344 2/2 [==============================] - 0s 12ms/step >5, 608/693, d1=0.555, d2=0.579 g=1.433 2/2 [==============================] - 0s 14ms/step >5, 609/693, d1=0.628, d2=0.567 g=1.394 2/2 [==============================] - 0s 13ms/step >5, 610/693, d1=0.631, d2=0.588 g=1.691 2/2 [==============================] - 0s 12ms/step >5, 611/693, d1=0.623, d2=0.627 g=1.203 2/2 [==============================] - 0s 14ms/step >5, 612/693, d1=0.567, d2=0.587 g=1.560 2/2 [==============================] - 0s 14ms/step >5, 613/693, d1=0.562, d2=0.618 g=1.169 2/2 [==============================] - 0s 14ms/step >5, 614/693, d1=0.606, d2=0.570 g=1.496 2/2 [==============================] - 0s 13ms/step >5, 615/693, d1=0.542, d2=0.516 g=1.641 2/2 [==============================] - 0s 15ms/step >5, 616/693, d1=0.570, d2=0.602 g=1.654 2/2 [==============================] - 0s 13ms/step >5, 617/693, d1=0.495, d2=0.651 g=1.493 2/2 [==============================] - 0s 12ms/step >5, 618/693, d1=0.570, d2=0.544 g=1.801 2/2 [==============================] - 0s 12ms/step >5, 619/693, d1=0.554, d2=0.554 g=1.720 2/2 [==============================] - 0s 14ms/step >5, 620/693, d1=0.642, d2=0.483 g=1.296 2/2 [==============================] - 0s 13ms/step >5, 621/693, d1=0.649, d2=0.573 g=1.565 2/2 [==============================] - 0s 14ms/step >5, 622/693, d1=0.626, d2=0.591 g=1.383 2/2 [==============================] - 0s 13ms/step >5, 623/693, d1=0.591, d2=0.617 g=1.516 2/2 [==============================] - 0s 12ms/step >5, 624/693, d1=0.622, d2=0.604 g=1.577 2/2 [==============================] - 0s 13ms/step >5, 625/693, d1=0.541, d2=0.499 g=1.492 2/2 [==============================] - 0s 11ms/step >5, 626/693, d1=0.617, d2=0.622 g=1.662 2/2 [==============================] - 0s 14ms/step >5, 627/693, d1=0.607, d2=0.684 g=1.519 2/2 [==============================] - 0s 13ms/step >5, 628/693, d1=0.588, d2=0.565 g=1.204 2/2 [==============================] - 0s 14ms/step >5, 629/693, d1=0.598, d2=0.526 g=1.483 2/2 [==============================] - 0s 13ms/step >5, 630/693, d1=0.673, d2=0.615 g=1.641 2/2 [==============================] - 0s 11ms/step >5, 631/693, d1=0.619, d2=0.595 g=1.696 2/2 [==============================] - 0s 12ms/step >5, 632/693, d1=0.589, d2=0.634 g=1.725 2/2 [==============================] - 0s 14ms/step >5, 633/693, d1=0.641, d2=0.626 g=1.755 2/2 [==============================] - 0s 14ms/step >5, 634/693, d1=0.490, d2=0.641 g=1.375 2/2 [==============================] - 0s 14ms/step >5, 635/693, d1=0.592, d2=0.627 g=1.655 2/2 [==============================] - 0s 16ms/step >5, 636/693, d1=0.588, d2=0.566 g=1.893 2/2 [==============================] - 0s 12ms/step >5, 637/693, d1=0.621, d2=0.570 g=1.435 2/2 [==============================] - 0s 14ms/step >5, 638/693, d1=0.603, d2=0.641 g=1.387 2/2 [==============================] - 0s 13ms/step >5, 639/693, d1=0.667, d2=0.516 g=1.566 2/2 [==============================] - 0s 14ms/step >5, 640/693, d1=0.569, d2=0.570 g=1.434 2/2 [==============================] - 0s 14ms/step >5, 641/693, d1=0.537, d2=0.602 g=1.857 2/2 [==============================] - 0s 12ms/step >5, 642/693, d1=0.660, d2=0.549 g=1.259 2/2 [==============================] - 0s 13ms/step >5, 643/693, d1=0.599, d2=0.596 g=1.826 2/2 [==============================] - 0s 13ms/step >5, 644/693, d1=0.636, d2=0.563 g=1.398 2/2 [==============================] - 0s 13ms/step >5, 645/693, d1=0.569, d2=0.582 g=1.430 2/2 [==============================] - 0s 12ms/step >5, 646/693, d1=0.540, d2=0.576 g=1.653 2/2 [==============================] - 0s 12ms/step >5, 647/693, d1=0.650, d2=0.590 g=1.212 2/2 [==============================] - 0s 14ms/step >5, 648/693, d1=0.547, d2=0.600 g=1.535 2/2 [==============================] - 0s 12ms/step >5, 649/693, d1=0.544, d2=0.605 g=1.483 2/2 [==============================] - 0s 12ms/step >5, 650/693, d1=0.650, d2=0.580 g=1.330 2/2 [==============================] - 0s 12ms/step >5, 651/693, d1=0.547, d2=0.593 g=1.542 2/2 [==============================] - 0s 13ms/step >5, 652/693, d1=0.619, d2=0.640 g=1.447 2/2 [==============================] - 0s 15ms/step >5, 653/693, d1=0.565, d2=0.582 g=1.802 2/2 [==============================] - 0s 13ms/step >5, 654/693, d1=0.612, d2=0.633 g=1.317 2/2 [==============================] - 0s 12ms/step >5, 655/693, d1=0.603, d2=0.658 g=1.295 2/2 [==============================] - 0s 13ms/step >5, 656/693, d1=0.558, d2=0.623 g=1.218 2/2 [==============================] - 0s 12ms/step >5, 657/693, d1=0.629, d2=0.542 g=1.432 2/2 [==============================] - 0s 11ms/step >5, 658/693, d1=0.555, d2=0.690 g=1.397 2/2 [==============================] - 0s 12ms/step >5, 659/693, d1=0.619, d2=0.613 g=1.389 2/2 [==============================] - 0s 12ms/step >5, 660/693, d1=0.576, d2=0.574 g=1.568 2/2 [==============================] - 0s 14ms/step >5, 661/693, d1=0.590, d2=0.565 g=1.226 2/2 [==============================] - 0s 14ms/step >5, 662/693, d1=0.554, d2=0.592 g=1.084 2/2 [==============================] - 0s 15ms/step >5, 663/693, d1=0.590, d2=0.537 g=1.345 2/2 [==============================] - 0s 13ms/step >5, 664/693, d1=0.546, d2=0.545 g=1.510 2/2 [==============================] - 0s 14ms/step >5, 665/693, d1=0.566, d2=0.602 g=1.994 2/2 [==============================] - 0s 13ms/step >5, 666/693, d1=0.588, d2=0.656 g=1.705 2/2 [==============================] - 0s 13ms/step >5, 667/693, d1=0.638, d2=0.581 g=1.384 2/2 [==============================] - 0s 13ms/step >5, 668/693, d1=0.678, d2=0.739 g=1.399 2/2 [==============================] - 0s 15ms/step >5, 669/693, d1=0.593, d2=0.494 g=1.446 2/2 [==============================] - 0s 13ms/step >5, 670/693, d1=0.555, d2=0.508 g=1.589 2/2 [==============================] - 0s 12ms/step >5, 671/693, d1=0.685, d2=0.599 g=1.710 2/2 [==============================] - 0s 13ms/step >5, 672/693, d1=0.551, d2=0.623 g=1.149 2/2 [==============================] - 0s 12ms/step >5, 673/693, d1=0.571, d2=0.674 g=1.277 2/2 [==============================] - 0s 14ms/step >5, 674/693, d1=0.631, d2=0.572 g=1.294 2/2 [==============================] - 0s 13ms/step >5, 675/693, d1=0.587, d2=0.538 g=1.704 2/2 [==============================] - 0s 13ms/step >5, 676/693, d1=0.573, d2=0.611 g=1.358 2/2 [==============================] - 0s 13ms/step >5, 677/693, d1=0.620, d2=0.702 g=1.552 2/2 [==============================] - 0s 11ms/step >5, 678/693, d1=0.630, d2=0.605 g=1.962 2/2 [==============================] - 0s 13ms/step >5, 679/693, d1=0.685, d2=0.542 g=1.610 2/2 [==============================] - 0s 13ms/step >5, 680/693, d1=0.618, d2=0.562 g=1.994 2/2 [==============================] - 0s 11ms/step >5, 681/693, d1=0.658, d2=0.620 g=1.577 2/2 [==============================] - 0s 12ms/step >5, 682/693, d1=0.600, d2=0.672 g=1.428 2/2 [==============================] - 0s 13ms/step >5, 683/693, d1=0.594, d2=0.602 g=1.384 2/2 [==============================] - 0s 12ms/step >5, 684/693, d1=0.568, d2=0.560 g=1.343 2/2 [==============================] - 0s 13ms/step >5, 685/693, d1=0.538, d2=0.502 g=1.626 2/2 [==============================] - 0s 10ms/step >5, 686/693, d1=0.534, d2=0.688 g=1.268 2/2 [==============================] - 0s 13ms/step >5, 687/693, d1=0.459, d2=0.694 g=1.705 2/2 [==============================] - 0s 13ms/step >5, 688/693, d1=0.681, d2=0.649 g=1.770 2/2 [==============================] - 0s 13ms/step >5, 689/693, d1=0.631, d2=0.630 g=1.202 2/2 [==============================] - 0s 13ms/step >5, 690/693, d1=0.669, d2=0.452 g=1.672 2/2 [==============================] - 0s 12ms/step >5, 691/693, d1=0.598, d2=0.538 g=1.437 2/2 [==============================] - 0s 13ms/step >5, 692/693, d1=0.579, d2=0.542 g=1.733 2/2 [==============================] - 0s 14ms/step >5, 693/693, d1=0.579, d2=0.724 g=1.354 2/2 [==============================] - 0s 13ms/step >6, 1/693, d1=0.611, d2=0.604 g=1.609 2/2 [==============================] - 0s 11ms/step >6, 2/693, d1=0.541, d2=0.566 g=2.098 2/2 [==============================] - 0s 13ms/step >6, 3/693, d1=0.527, d2=0.552 g=1.386 2/2 [==============================] - 0s 14ms/step >6, 4/693, d1=0.514, d2=0.485 g=1.681 2/2 [==============================] - 0s 13ms/step >6, 5/693, d1=0.584, d2=0.584 g=1.533 2/2 [==============================] - 0s 13ms/step >6, 6/693, d1=0.600, d2=0.659 g=1.042 2/2 [==============================] - 0s 12ms/step >6, 7/693, d1=0.532, d2=0.653 g=1.586 2/2 [==============================] - 0s 14ms/step >6, 8/693, d1=0.623, d2=0.575 g=1.834 2/2 [==============================] - 0s 13ms/step >6, 9/693, d1=0.580, d2=0.519 g=1.614 2/2 [==============================] - 0s 13ms/step >6, 10/693, d1=0.616, d2=0.504 g=1.845 2/2 [==============================] - 0s 14ms/step >6, 11/693, d1=0.619, d2=0.653 g=1.430 2/2 [==============================] - 0s 13ms/step >6, 12/693, d1=0.674, d2=0.613 g=1.403 2/2 [==============================] - 0s 12ms/step >6, 13/693, d1=0.551, d2=0.620 g=1.807 2/2 [==============================] - 0s 13ms/step >6, 14/693, d1=0.599, d2=0.511 g=1.722 2/2 [==============================] - 0s 14ms/step >6, 15/693, d1=0.590, d2=0.667 g=1.289 2/2 [==============================] - 0s 11ms/step >6, 16/693, d1=0.674, d2=0.625 g=1.302 2/2 [==============================] - 0s 12ms/step >6, 17/693, d1=0.564, d2=0.648 g=1.296 2/2 [==============================] - 0s 13ms/step >6, 18/693, d1=0.611, d2=0.603 g=1.425 2/2 [==============================] - 0s 13ms/step >6, 19/693, d1=0.618, d2=0.589 g=1.714 2/2 [==============================] - 0s 13ms/step >6, 20/693, d1=0.624, d2=0.598 g=1.159 2/2 [==============================] - 0s 14ms/step >6, 21/693, d1=0.597, d2=0.610 g=1.239 2/2 [==============================] - 0s 12ms/step >6, 22/693, d1=0.583, d2=0.643 g=1.727 2/2 [==============================] - 0s 14ms/step >6, 23/693, d1=0.596, d2=0.517 g=1.178 2/2 [==============================] - 0s 13ms/step >6, 24/693, d1=0.609, d2=0.572 g=2.094 2/2 [==============================] - 0s 13ms/step >6, 25/693, d1=0.659, d2=0.639 g=1.252 2/2 [==============================] - 0s 11ms/step >6, 26/693, d1=0.590, d2=0.597 g=1.312 2/2 [==============================] - 0s 13ms/step >6, 27/693, d1=0.589, d2=0.614 g=1.523 2/2 [==============================] - 0s 15ms/step >6, 28/693, d1=0.621, d2=0.596 g=1.607 2/2 [==============================] - 0s 11ms/step >6, 29/693, d1=0.637, d2=0.660 g=1.951 2/2 [==============================] - 0s 12ms/step >6, 30/693, d1=0.550, d2=0.582 g=1.543 2/2 [==============================] - 0s 13ms/step >6, 31/693, d1=0.576, d2=0.578 g=1.785 2/2 [==============================] - 0s 12ms/step >6, 32/693, d1=0.643, d2=0.600 g=1.643 2/2 [==============================] - 0s 14ms/step >6, 33/693, d1=0.620, d2=0.581 g=1.661 2/2 [==============================] - 0s 14ms/step >6, 34/693, d1=0.669, d2=0.575 g=1.806 2/2 [==============================] - 0s 12ms/step >6, 35/693, d1=0.581, d2=0.657 g=1.858 2/2 [==============================] - 0s 13ms/step >6, 36/693, d1=0.533, d2=0.643 g=1.475 2/2 [==============================] - 0s 13ms/step >6, 37/693, d1=0.600, d2=0.522 g=1.862 2/2 [==============================] - 0s 13ms/step >6, 38/693, d1=0.544, d2=0.604 g=1.975 2/2 [==============================] - 0s 14ms/step >6, 39/693, d1=0.652, d2=0.640 g=1.542 2/2 [==============================] - 0s 14ms/step >6, 40/693, d1=0.567, d2=0.546 g=1.622 2/2 [==============================] - 0s 13ms/step >6, 41/693, d1=0.602, d2=0.646 g=2.200 2/2 [==============================] - 0s 12ms/step >6, 42/693, d1=0.585, d2=0.679 g=1.635 2/2 [==============================] - 0s 13ms/step >6, 43/693, d1=0.547, d2=0.595 g=1.387 2/2 [==============================] - 0s 14ms/step >6, 44/693, d1=0.727, d2=0.529 g=1.653 2/2 [==============================] - 0s 12ms/step >6, 45/693, d1=0.679, d2=0.499 g=1.635 2/2 [==============================] - 0s 12ms/step >6, 46/693, d1=0.616, d2=0.583 g=1.536 2/2 [==============================] - 0s 13ms/step >6, 47/693, d1=0.541, d2=0.585 g=1.606 2/2 [==============================] - 0s 13ms/step >6, 48/693, d1=0.552, d2=0.616 g=1.511 2/2 [==============================] - 0s 13ms/step >6, 49/693, d1=0.559, d2=0.599 g=1.671 2/2 [==============================] - 0s 11ms/step >6, 50/693, d1=0.579, d2=0.534 g=1.693 2/2 [==============================] - 0s 13ms/step >6, 51/693, d1=0.601, d2=0.558 g=1.087 2/2 [==============================] - 0s 13ms/step >6, 52/693, d1=0.570, d2=0.568 g=1.453 2/2 [==============================] - 0s 13ms/step >6, 53/693, d1=0.588, d2=0.644 g=1.627 2/2 [==============================] - 0s 13ms/step >6, 54/693, d1=0.609, d2=0.596 g=1.319 2/2 [==============================] - 0s 12ms/step >6, 55/693, d1=0.612, d2=0.577 g=1.422 2/2 [==============================] - 0s 11ms/step >6, 56/693, d1=0.656, d2=0.563 g=1.352 2/2 [==============================] - 0s 13ms/step >6, 57/693, d1=0.560, d2=0.533 g=1.831 2/2 [==============================] - 0s 12ms/step >6, 58/693, d1=0.626, d2=0.555 g=1.161 2/2 [==============================] - 0s 12ms/step >6, 59/693, d1=0.509, d2=0.637 g=1.911 2/2 [==============================] - 0s 13ms/step >6, 60/693, d1=0.592, d2=0.572 g=1.575 2/2 [==============================] - 0s 13ms/step >6, 61/693, d1=0.488, d2=0.710 g=1.553 2/2 [==============================] - 0s 12ms/step >6, 62/693, d1=0.669, d2=0.617 g=1.631 2/2 [==============================] - 0s 12ms/step >6, 63/693, d1=0.591, d2=0.547 g=1.739 2/2 [==============================] - 0s 12ms/step >6, 64/693, d1=0.746, d2=0.560 g=1.742 2/2 [==============================] - 0s 12ms/step >6, 65/693, d1=0.637, d2=0.609 g=1.147 2/2 [==============================] - 0s 14ms/step >6, 66/693, d1=0.616, d2=0.604 g=1.256 2/2 [==============================] - 0s 13ms/step >6, 67/693, d1=0.501, d2=0.617 g=1.674 2/2 [==============================] - 0s 12ms/step >6, 68/693, d1=0.596, d2=0.576 g=1.367 2/2 [==============================] - 0s 14ms/step >6, 69/693, d1=0.548, d2=0.601 g=1.507 2/2 [==============================] - 0s 14ms/step >6, 70/693, d1=0.618, d2=0.621 g=1.769 2/2 [==============================] - 0s 14ms/step >6, 71/693, d1=0.617, d2=0.561 g=1.778 2/2 [==============================] - 0s 14ms/step >6, 72/693, d1=0.670, d2=0.492 g=1.831 2/2 [==============================] - 0s 12ms/step >6, 73/693, d1=0.639, d2=0.584 g=1.958 2/2 [==============================] - 0s 13ms/step >6, 74/693, d1=0.617, d2=0.632 g=1.577 2/2 [==============================] - 0s 13ms/step >6, 75/693, d1=0.527, d2=0.599 g=1.455 2/2 [==============================] - 0s 13ms/step >6, 76/693, d1=0.620, d2=0.576 g=1.512 2/2 [==============================] - 0s 14ms/step >6, 77/693, d1=0.635, d2=0.611 g=1.783 2/2 [==============================] - 0s 12ms/step >6, 78/693, d1=0.491, d2=0.581 g=1.467 2/2 [==============================] - 0s 13ms/step >6, 79/693, d1=0.605, d2=0.596 g=1.328 2/2 [==============================] - 0s 13ms/step >6, 80/693, d1=0.586, d2=0.640 g=1.842 2/2 [==============================] - 0s 13ms/step >6, 81/693, d1=0.493, d2=0.523 g=1.584 2/2 [==============================] - 0s 12ms/step >6, 82/693, d1=0.638, d2=0.517 g=1.498 2/2 [==============================] - 0s 12ms/step >6, 83/693, d1=0.663, d2=0.559 g=1.298 2/2 [==============================] - 0s 13ms/step >6, 84/693, d1=0.464, d2=0.634 g=1.288 2/2 [==============================] - 0s 12ms/step >6, 85/693, d1=0.588, d2=0.635 g=1.669 2/2 [==============================] - 0s 12ms/step >6, 86/693, d1=0.561, d2=0.637 g=1.154 2/2 [==============================] - 0s 13ms/step >6, 87/693, d1=0.574, d2=0.598 g=1.257 2/2 [==============================] - 0s 12ms/step >6, 88/693, d1=0.639, d2=0.573 g=1.315 2/2 [==============================] - 0s 13ms/step >6, 89/693, d1=0.527, d2=0.603 g=2.179 2/2 [==============================] - 0s 12ms/step >6, 90/693, d1=0.492, d2=0.564 g=1.747 2/2 [==============================] - 0s 12ms/step >6, 91/693, d1=0.517, d2=0.569 g=1.387 2/2 [==============================] - 0s 13ms/step >6, 92/693, d1=0.567, d2=0.559 g=2.223 2/2 [==============================] - 0s 12ms/step >6, 93/693, d1=0.676, d2=0.486 g=1.960 2/2 [==============================] - 0s 12ms/step >6, 94/693, d1=0.535, d2=0.562 g=1.783 2/2 [==============================] - 0s 12ms/step >6, 95/693, d1=0.640, d2=0.588 g=1.382 2/2 [==============================] - 0s 13ms/step >6, 96/693, d1=0.603, d2=0.641 g=1.468 2/2 [==============================] - 0s 13ms/step >6, 97/693, d1=0.574, d2=0.630 g=1.886 2/2 [==============================] - 0s 13ms/step >6, 98/693, d1=0.609, d2=0.609 g=1.516 2/2 [==============================] - 0s 12ms/step >6, 99/693, d1=0.632, d2=0.661 g=1.628 2/2 [==============================] - 0s 13ms/step >6, 100/693, d1=0.553, d2=0.665 g=1.284 2/2 [==============================] - 0s 13ms/step >6, 101/693, d1=0.550, d2=0.674 g=1.710 2/2 [==============================] - 0s 12ms/step >6, 102/693, d1=0.667, d2=0.592 g=1.743 2/2 [==============================] - 0s 13ms/step >6, 103/693, d1=0.584, d2=0.526 g=1.431 2/2 [==============================] - 0s 13ms/step >6, 104/693, d1=0.652, d2=0.586 g=1.468 2/2 [==============================] - 0s 12ms/step >6, 105/693, d1=0.656, d2=0.625 g=1.653 2/2 [==============================] - 0s 12ms/step >6, 106/693, d1=0.598, d2=0.604 g=1.420 2/2 [==============================] - 0s 12ms/step >6, 107/693, d1=0.622, d2=0.635 g=2.023 2/2 [==============================] - 0s 12ms/step >6, 108/693, d1=0.544, d2=0.557 g=1.346 2/2 [==============================] - 0s 14ms/step >6, 109/693, d1=0.550, d2=0.644 g=1.395 2/2 [==============================] - 0s 12ms/step >6, 110/693, d1=0.612, d2=0.589 g=1.951 2/2 [==============================] - 0s 13ms/step >6, 111/693, d1=0.584, d2=0.585 g=1.388 2/2 [==============================] - 0s 14ms/step >6, 112/693, d1=0.625, d2=0.578 g=1.283 2/2 [==============================] - 0s 14ms/step >6, 113/693, d1=0.598, d2=0.547 g=1.587 2/2 [==============================] - 0s 14ms/step >6, 114/693, d1=0.627, d2=0.623 g=1.591 2/2 [==============================] - 0s 12ms/step >6, 115/693, d1=0.610, d2=0.553 g=1.683 2/2 [==============================] - 0s 14ms/step >6, 116/693, d1=0.604, d2=0.547 g=1.143 2/2 [==============================] - 0s 13ms/step >6, 117/693, d1=0.580, d2=0.594 g=1.629 2/2 [==============================] - 0s 12ms/step >6, 118/693, d1=0.583, d2=0.562 g=1.493 2/2 [==============================] - 0s 13ms/step >6, 119/693, d1=0.533, d2=0.570 g=1.594 2/2 [==============================] - 0s 13ms/step >6, 120/693, d1=0.580, d2=0.663 g=1.575 2/2 [==============================] - 0s 13ms/step >6, 121/693, d1=0.542, d2=0.553 g=1.379 2/2 [==============================] - 0s 13ms/step >6, 122/693, d1=0.636, d2=0.552 g=1.486 2/2 [==============================] - 0s 13ms/step >6, 123/693, d1=0.688, d2=0.592 g=1.503 2/2 [==============================] - 0s 14ms/step >6, 124/693, d1=0.555, d2=0.575 g=1.393 2/2 [==============================] - 0s 13ms/step >6, 125/693, d1=0.561, d2=0.593 g=1.401 2/2 [==============================] - 0s 13ms/step >6, 126/693, d1=0.660, d2=0.579 g=1.516 2/2 [==============================] - 0s 14ms/step >6, 127/693, d1=0.524, d2=0.603 g=1.484 2/2 [==============================] - 0s 11ms/step >6, 128/693, d1=0.674, d2=0.633 g=1.599 2/2 [==============================] - 0s 13ms/step >6, 129/693, d1=0.608, d2=0.563 g=1.365 2/2 [==============================] - 0s 12ms/step >6, 130/693, d1=0.541, d2=0.578 g=1.173 2/2 [==============================] - 0s 14ms/step >6, 131/693, d1=0.574, d2=0.632 g=1.467 2/2 [==============================] - 0s 12ms/step >6, 132/693, d1=0.611, d2=0.602 g=1.410 2/2 [==============================] - 0s 13ms/step >6, 133/693, d1=0.565, d2=0.558 g=1.379 2/2 [==============================] - 0s 12ms/step >6, 134/693, d1=0.644, d2=0.613 g=1.599 2/2 [==============================] - 0s 13ms/step >6, 135/693, d1=0.580, d2=0.584 g=1.285 2/2 [==============================] - 0s 13ms/step >6, 136/693, d1=0.654, d2=0.587 g=1.282 2/2 [==============================] - 0s 13ms/step >6, 137/693, d1=0.593, d2=0.671 g=1.433 2/2 [==============================] - 0s 13ms/step >6, 138/693, d1=0.560, d2=0.569 g=1.510 2/2 [==============================] - 0s 14ms/step >6, 139/693, d1=0.589, d2=0.611 g=1.279 2/2 [==============================] - 0s 13ms/step >6, 140/693, d1=0.583, d2=0.567 g=1.782 2/2 [==============================] - 0s 15ms/step >6, 141/693, d1=0.595, d2=0.567 g=1.667 2/2 [==============================] - 0s 13ms/step >6, 142/693, d1=0.585, d2=0.530 g=1.538 2/2 [==============================] - 0s 12ms/step >6, 143/693, d1=0.617, d2=0.629 g=1.378 2/2 [==============================] - 0s 12ms/step >6, 144/693, d1=0.574, d2=0.687 g=1.779 2/2 [==============================] - 0s 14ms/step >6, 145/693, d1=0.581, d2=0.549 g=1.569 2/2 [==============================] - 0s 14ms/step >6, 146/693, d1=0.710, d2=0.602 g=1.491 2/2 [==============================] - 0s 14ms/step >6, 147/693, d1=0.576, d2=0.567 g=1.157 2/2 [==============================] - 0s 14ms/step >6, 148/693, d1=0.567, d2=0.639 g=1.599 2/2 [==============================] - 0s 14ms/step >6, 149/693, d1=0.503, d2=0.509 g=1.488 2/2 [==============================] - 0s 14ms/step >6, 150/693, d1=0.567, d2=0.585 g=1.829 2/2 [==============================] - 0s 14ms/step >6, 151/693, d1=0.548, d2=0.596 g=2.085 2/2 [==============================] - 0s 13ms/step >6, 152/693, d1=0.597, d2=0.670 g=1.272 2/2 [==============================] - 0s 13ms/step >6, 153/693, d1=0.589, d2=0.560 g=1.561 2/2 [==============================] - 0s 13ms/step >6, 154/693, d1=0.589, d2=0.468 g=1.688 2/2 [==============================] - 0s 13ms/step >6, 155/693, d1=0.660, d2=0.516 g=1.551 2/2 [==============================] - 0s 13ms/step >6, 156/693, d1=0.592, d2=0.579 g=1.482 2/2 [==============================] - 0s 12ms/step >6, 157/693, d1=0.540, d2=0.577 g=1.322 2/2 [==============================] - 0s 13ms/step >6, 158/693, d1=0.625, d2=0.575 g=1.325 2/2 [==============================] - 0s 13ms/step >6, 159/693, d1=0.490, d2=0.656 g=1.911 2/2 [==============================] - 0s 13ms/step >6, 160/693, d1=0.589, d2=0.567 g=2.085 2/2 [==============================] - 0s 12ms/step >6, 161/693, d1=0.610, d2=0.675 g=1.410 2/2 [==============================] - 0s 14ms/step >6, 162/693, d1=0.642, d2=0.727 g=1.423 2/2 [==============================] - 0s 13ms/step >6, 163/693, d1=0.624, d2=0.594 g=1.786 2/2 [==============================] - 0s 13ms/step >6, 164/693, d1=0.566, d2=0.535 g=1.636 2/2 [==============================] - 0s 13ms/step >6, 165/693, d1=0.634, d2=0.560 g=1.494 2/2 [==============================] - 0s 13ms/step >6, 166/693, d1=0.636, d2=0.664 g=1.584 2/2 [==============================] - 0s 13ms/step >6, 167/693, d1=0.618, d2=0.594 g=1.335 2/2 [==============================] - 0s 13ms/step >6, 168/693, d1=0.595, d2=0.537 g=1.600 2/2 [==============================] - 0s 12ms/step >6, 169/693, d1=0.530, d2=0.572 g=1.723 2/2 [==============================] - 0s 14ms/step >6, 170/693, d1=0.579, d2=0.606 g=1.446 2/2 [==============================] - 0s 13ms/step >6, 171/693, d1=0.628, d2=0.789 g=1.811 2/2 [==============================] - 0s 14ms/step >6, 172/693, d1=0.541, d2=0.597 g=1.925 2/2 [==============================] - 0s 14ms/step >6, 173/693, d1=0.615, d2=0.514 g=1.607 2/2 [==============================] - 0s 14ms/step >6, 174/693, d1=0.585, d2=0.587 g=1.575 2/2 [==============================] - 0s 12ms/step >6, 175/693, d1=0.620, d2=0.575 g=1.514 2/2 [==============================] - 0s 14ms/step >6, 176/693, d1=0.581, d2=0.594 g=2.296 2/2 [==============================] - 0s 14ms/step >6, 177/693, d1=0.523, d2=0.592 g=1.848 2/2 [==============================] - 0s 12ms/step >6, 178/693, d1=0.609, d2=0.494 g=1.572 2/2 [==============================] - 0s 14ms/step >6, 179/693, d1=0.638, d2=0.709 g=1.733 2/2 [==============================] - 0s 13ms/step >6, 180/693, d1=0.538, d2=0.695 g=1.451 2/2 [==============================] - 0s 13ms/step >6, 181/693, d1=0.664, d2=0.502 g=1.486 2/2 [==============================] - 0s 13ms/step >6, 182/693, d1=0.571, d2=0.521 g=1.567 2/2 [==============================] - 0s 13ms/step >6, 183/693, d1=0.670, d2=0.547 g=1.233 2/2 [==============================] - 0s 13ms/step >6, 184/693, d1=0.694, d2=0.697 g=0.937 2/2 [==============================] - 0s 11ms/step >6, 185/693, d1=0.574, d2=0.577 g=1.847 2/2 [==============================] - 0s 14ms/step >6, 186/693, d1=0.604, d2=0.610 g=1.326 2/2 [==============================] - 0s 13ms/step >6, 187/693, d1=0.496, d2=0.623 g=1.772 2/2 [==============================] - 0s 12ms/step >6, 188/693, d1=0.622, d2=0.546 g=1.970 2/2 [==============================] - 0s 13ms/step >6, 189/693, d1=0.570, d2=0.591 g=1.497 2/2 [==============================] - 0s 13ms/step >6, 190/693, d1=0.550, d2=0.594 g=1.875 2/2 [==============================] - 0s 14ms/step >6, 191/693, d1=0.634, d2=0.691 g=1.906 2/2 [==============================] - 0s 13ms/step >6, 192/693, d1=0.522, d2=0.512 g=1.498 2/2 [==============================] - 0s 14ms/step >6, 193/693, d1=0.574, d2=0.485 g=1.704 2/2 [==============================] - 0s 14ms/step >6, 194/693, d1=0.605, d2=0.516 g=1.959 2/2 [==============================] - 0s 12ms/step >6, 195/693, d1=0.633, d2=0.635 g=1.473 2/2 [==============================] - 0s 13ms/step >6, 196/693, d1=0.538, d2=0.673 g=1.099 2/2 [==============================] - 0s 13ms/step >6, 197/693, d1=0.598, d2=0.619 g=1.546 2/2 [==============================] - 0s 13ms/step >6, 198/693, d1=0.570, d2=0.517 g=1.752 2/2 [==============================] - 0s 11ms/step >6, 199/693, d1=0.527, d2=0.560 g=1.455 2/2 [==============================] - 0s 12ms/step >6, 200/693, d1=0.559, d2=0.691 g=1.571 2/2 [==============================] - 0s 12ms/step >6, 201/693, d1=0.573, d2=0.625 g=1.358 2/2 [==============================] - 0s 13ms/step >6, 202/693, d1=0.650, d2=0.557 g=1.558 2/2 [==============================] - 0s 14ms/step >6, 203/693, d1=0.613, d2=0.528 g=1.520 2/2 [==============================] - 0s 13ms/step >6, 204/693, d1=0.690, d2=0.549 g=1.676 2/2 [==============================] - 0s 13ms/step >6, 205/693, d1=0.588, d2=0.645 g=1.281 2/2 [==============================] - 0s 13ms/step >6, 206/693, d1=0.524, d2=0.613 g=1.816 2/2 [==============================] - 0s 13ms/step >6, 207/693, d1=0.598, d2=0.604 g=1.723 2/2 [==============================] - 0s 13ms/step >6, 208/693, d1=0.541, d2=0.486 g=1.342 2/2 [==============================] - 0s 13ms/step >6, 209/693, d1=0.614, d2=0.588 g=1.986 2/2 [==============================] - 0s 13ms/step >6, 210/693, d1=0.580, d2=0.588 g=1.985 2/2 [==============================] - 0s 13ms/step >6, 211/693, d1=0.624, d2=0.652 g=2.374 2/2 [==============================] - 0s 12ms/step >6, 212/693, d1=0.483, d2=0.663 g=1.842 2/2 [==============================] - 0s 12ms/step >6, 213/693, d1=0.559, d2=0.459 g=1.601 2/2 [==============================] - 0s 13ms/step >6, 214/693, d1=0.663, d2=0.517 g=1.843 2/2 [==============================] - 0s 12ms/step >6, 215/693, d1=0.629, d2=0.587 g=1.758 2/2 [==============================] - 0s 13ms/step >6, 216/693, d1=0.583, d2=0.612 g=1.514 2/2 [==============================] - 0s 14ms/step >6, 217/693, d1=0.562, d2=0.592 g=1.964 2/2 [==============================] - 0s 13ms/step >6, 218/693, d1=0.586, d2=0.541 g=1.218 2/2 [==============================] - 0s 13ms/step >6, 219/693, d1=0.587, d2=0.552 g=1.589 2/2 [==============================] - 0s 12ms/step >6, 220/693, d1=0.563, d2=0.537 g=1.462 2/2 [==============================] - 0s 15ms/step >6, 221/693, d1=0.592, d2=0.754 g=1.366 2/2 [==============================] - 0s 14ms/step >6, 222/693, d1=0.592, d2=0.635 g=1.817 2/2 [==============================] - 0s 13ms/step >6, 223/693, d1=0.626, d2=0.555 g=1.754 2/2 [==============================] - 0s 13ms/step >6, 224/693, d1=0.575, d2=0.528 g=1.404 2/2 [==============================] - 0s 14ms/step >6, 225/693, d1=0.664, d2=0.518 g=1.935 2/2 [==============================] - 0s 13ms/step >6, 226/693, d1=0.567, d2=0.565 g=1.781 2/2 [==============================] - 0s 14ms/step >6, 227/693, d1=0.586, d2=0.609 g=1.772 2/2 [==============================] - 0s 14ms/step >6, 228/693, d1=0.651, d2=0.572 g=1.667 2/2 [==============================] - 0s 12ms/step >6, 229/693, d1=0.655, d2=0.538 g=1.774 2/2 [==============================] - 0s 12ms/step >6, 230/693, d1=0.524, d2=0.635 g=1.666 2/2 [==============================] - 0s 14ms/step >6, 231/693, d1=0.520, d2=0.634 g=1.672 2/2 [==============================] - 0s 13ms/step >6, 232/693, d1=0.602, d2=0.603 g=1.620 2/2 [==============================] - 0s 13ms/step >6, 233/693, d1=0.502, d2=0.592 g=1.821 2/2 [==============================] - 0s 12ms/step >6, 234/693, d1=0.706, d2=0.582 g=1.937 2/2 [==============================] - 0s 14ms/step >6, 235/693, d1=0.595, d2=0.512 g=1.412 2/2 [==============================] - 0s 13ms/step >6, 236/693, d1=0.580, d2=0.529 g=1.183 2/2 [==============================] - 0s 13ms/step >6, 237/693, d1=0.582, d2=0.607 g=1.652 2/2 [==============================] - 0s 12ms/step >6, 238/693, d1=0.549, d2=0.594 g=1.485 2/2 [==============================] - 0s 13ms/step >6, 239/693, d1=0.564, d2=0.636 g=1.399 2/2 [==============================] - 0s 14ms/step >6, 240/693, d1=0.551, d2=0.599 g=1.530 2/2 [==============================] - 0s 11ms/step >6, 241/693, d1=0.658, d2=0.561 g=1.666 2/2 [==============================] - 0s 13ms/step >6, 242/693, d1=0.613, d2=0.551 g=1.061 2/2 [==============================] - 0s 14ms/step >6, 243/693, d1=0.499, d2=0.585 g=2.076 2/2 [==============================] - 0s 14ms/step >6, 244/693, d1=0.630, d2=0.635 g=1.379 2/2 [==============================] - 0s 13ms/step >6, 245/693, d1=0.640, d2=0.558 g=1.768 2/2 [==============================] - 0s 13ms/step >6, 246/693, d1=0.684, d2=0.581 g=1.697 2/2 [==============================] - 0s 11ms/step >6, 247/693, d1=0.545, d2=0.576 g=1.234 2/2 [==============================] - 0s 13ms/step >6, 248/693, d1=0.545, d2=0.627 g=1.486 2/2 [==============================] - 0s 13ms/step >6, 249/693, d1=0.563, d2=0.610 g=1.703 2/2 [==============================] - 0s 12ms/step >6, 250/693, d1=0.527, d2=0.545 g=1.668 2/2 [==============================] - 0s 12ms/step >6, 251/693, d1=0.595, d2=0.551 g=1.442 2/2 [==============================] - 0s 11ms/step >6, 252/693, d1=0.601, d2=0.563 g=1.606 2/2 [==============================] - 0s 13ms/step >6, 253/693, d1=0.630, d2=0.560 g=1.534 2/2 [==============================] - 0s 13ms/step >6, 254/693, d1=0.612, d2=0.634 g=1.304 2/2 [==============================] - 0s 11ms/step >6, 255/693, d1=0.529, d2=0.611 g=1.463 2/2 [==============================] - 0s 11ms/step >6, 256/693, d1=0.616, d2=0.563 g=1.949 2/2 [==============================] - 0s 13ms/step >6, 257/693, d1=0.551, d2=0.613 g=1.771 2/2 [==============================] - 0s 14ms/step >6, 258/693, d1=0.565, d2=0.532 g=1.176 2/2 [==============================] - 0s 12ms/step >6, 259/693, d1=0.536, d2=0.601 g=1.719 2/2 [==============================] - 0s 13ms/step >6, 260/693, d1=0.652, d2=0.686 g=1.627 2/2 [==============================] - 0s 13ms/step >6, 261/693, d1=0.599, d2=0.521 g=1.681 2/2 [==============================] - 0s 12ms/step >6, 262/693, d1=0.677, d2=0.626 g=1.801 2/2 [==============================] - 0s 13ms/step >6, 263/693, d1=0.606, d2=0.595 g=1.749 2/2 [==============================] - 0s 13ms/step >6, 264/693, d1=0.588, d2=0.561 g=1.476 2/2 [==============================] - 0s 14ms/step >6, 265/693, d1=0.536, d2=0.568 g=1.528 2/2 [==============================] - 0s 13ms/step >6, 266/693, d1=0.534, d2=0.653 g=1.480 2/2 [==============================] - 0s 13ms/step >6, 267/693, d1=0.539, d2=0.650 g=2.111 2/2 [==============================] - 0s 12ms/step >6, 268/693, d1=0.543, d2=0.531 g=1.528 2/2 [==============================] - 0s 13ms/step >6, 269/693, d1=0.591, d2=0.666 g=1.406 2/2 [==============================] - 0s 12ms/step >6, 270/693, d1=0.614, d2=0.690 g=1.726 2/2 [==============================] - 0s 14ms/step >6, 271/693, d1=0.606, d2=0.559 g=1.768 2/2 [==============================] - 0s 12ms/step >6, 272/693, d1=0.629, d2=0.531 g=1.414 2/2 [==============================] - 0s 13ms/step >6, 273/693, d1=0.608, d2=0.524 g=1.624 2/2 [==============================] - 0s 13ms/step >6, 274/693, d1=0.548, d2=0.685 g=1.118 2/2 [==============================] - 0s 13ms/step >6, 275/693, d1=0.616, d2=0.624 g=1.253 2/2 [==============================] - 0s 11ms/step >6, 276/693, d1=0.584, d2=0.580 g=1.823 2/2 [==============================] - 0s 13ms/step >6, 277/693, d1=0.599, d2=0.534 g=1.606 2/2 [==============================] - 0s 13ms/step >6, 278/693, d1=0.643, d2=0.543 g=1.814 2/2 [==============================] - 0s 13ms/step >6, 279/693, d1=0.569, d2=0.589 g=1.546 2/2 [==============================] - 0s 14ms/step >6, 280/693, d1=0.554, d2=0.690 g=1.513 2/2 [==============================] - 0s 13ms/step >6, 281/693, d1=0.582, d2=0.529 g=1.408 2/2 [==============================] - 0s 12ms/step >6, 282/693, d1=0.669, d2=0.537 g=1.721 2/2 [==============================] - 0s 12ms/step >6, 283/693, d1=0.586, d2=0.615 g=1.057 2/2 [==============================] - 0s 15ms/step >6, 284/693, d1=0.620, d2=0.621 g=1.465 2/2 [==============================] - 0s 12ms/step >6, 285/693, d1=0.632, d2=0.548 g=1.949 2/2 [==============================] - 0s 13ms/step >6, 286/693, d1=0.546, d2=0.575 g=1.555 2/2 [==============================] - 0s 13ms/step >6, 287/693, d1=0.555, d2=0.508 g=1.536 2/2 [==============================] - 0s 12ms/step >6, 288/693, d1=0.594, d2=0.481 g=1.683 2/2 [==============================] - 0s 13ms/step >6, 289/693, d1=0.529, d2=0.692 g=1.444 2/2 [==============================] - 0s 14ms/step >6, 290/693, d1=0.550, d2=0.508 g=1.331 2/2 [==============================] - 0s 12ms/step >6, 291/693, d1=0.559, d2=0.616 g=1.714 2/2 [==============================] - 0s 12ms/step >6, 292/693, d1=0.604, d2=0.572 g=2.573 2/2 [==============================] - 0s 13ms/step >6, 293/693, d1=0.616, d2=0.531 g=2.205 2/2 [==============================] - 0s 12ms/step >6, 294/693, d1=0.667, d2=0.581 g=1.533 2/2 [==============================] - 0s 12ms/step >6, 295/693, d1=0.573, d2=0.595 g=1.493 2/2 [==============================] - 0s 14ms/step >6, 296/693, d1=0.573, d2=0.532 g=1.940 2/2 [==============================] - 0s 12ms/step >6, 297/693, d1=0.548, d2=0.642 g=1.498 2/2 [==============================] - 0s 12ms/step >6, 298/693, d1=0.543, d2=0.620 g=1.288 2/2 [==============================] - 0s 13ms/step >6, 299/693, d1=0.675, d2=0.569 g=1.284 2/2 [==============================] - 0s 13ms/step >6, 300/693, d1=0.637, d2=0.573 g=1.414 2/2 [==============================] - 0s 13ms/step >6, 301/693, d1=0.576, d2=0.677 g=1.195 2/2 [==============================] - 0s 14ms/step >6, 302/693, d1=0.572, d2=0.636 g=1.125 2/2 [==============================] - 0s 12ms/step >6, 303/693, d1=0.636, d2=0.678 g=1.751 2/2 [==============================] - 0s 13ms/step >6, 304/693, d1=0.589, d2=0.534 g=1.367 2/2 [==============================] - 0s 13ms/step >6, 305/693, d1=0.600, d2=0.548 g=1.472 2/2 [==============================] - 0s 12ms/step >6, 306/693, d1=0.551, d2=0.532 g=1.614 2/2 [==============================] - 0s 13ms/step >6, 307/693, d1=0.524, d2=0.604 g=1.599 2/2 [==============================] - 0s 13ms/step >6, 308/693, d1=0.591, d2=0.573 g=1.921 2/2 [==============================] - 0s 13ms/step >6, 309/693, d1=0.582, d2=0.629 g=1.768 2/2 [==============================] - 0s 13ms/step >6, 310/693, d1=0.583, d2=0.551 g=1.822 2/2 [==============================] - 0s 14ms/step >6, 311/693, d1=0.622, d2=0.522 g=1.728 2/2 [==============================] - 0s 13ms/step >6, 312/693, d1=0.546, d2=0.648 g=1.903 2/2 [==============================] - 0s 12ms/step >6, 313/693, d1=0.547, d2=0.500 g=1.766 2/2 [==============================] - 0s 13ms/step >6, 314/693, d1=0.594, d2=0.554 g=1.243 2/2 [==============================] - 0s 12ms/step >6, 315/693, d1=0.558, d2=0.505 g=1.633 2/2 [==============================] - 0s 12ms/step >6, 316/693, d1=0.599, d2=0.493 g=1.281 2/2 [==============================] - 0s 13ms/step >6, 317/693, d1=0.490, d2=0.684 g=2.076 2/2 [==============================] - 0s 13ms/step >6, 318/693, d1=0.606, d2=0.590 g=1.251 2/2 [==============================] - 0s 13ms/step >6, 319/693, d1=0.591, d2=0.608 g=1.579 2/2 [==============================] - 0s 12ms/step >6, 320/693, d1=0.599, d2=0.565 g=1.819 2/2 [==============================] - 0s 13ms/step >6, 321/693, d1=0.672, d2=0.667 g=1.440 2/2 [==============================] - 0s 12ms/step >6, 322/693, d1=0.612, d2=0.572 g=1.449 2/2 [==============================] - 0s 14ms/step >6, 323/693, d1=0.633, d2=0.630 g=1.436 2/2 [==============================] - 0s 11ms/step >6, 324/693, d1=0.550, d2=0.702 g=1.471 2/2 [==============================] - 0s 13ms/step >6, 325/693, d1=0.571, d2=0.615 g=1.286 2/2 [==============================] - 0s 13ms/step >6, 326/693, d1=0.516, d2=0.546 g=1.930 2/2 [==============================] - 0s 14ms/step >6, 327/693, d1=0.589, d2=0.546 g=1.236 2/2 [==============================] - 0s 15ms/step >6, 328/693, d1=0.566, d2=0.603 g=1.375 2/2 [==============================] - 0s 12ms/step >6, 329/693, d1=0.628, d2=0.567 g=1.553 2/2 [==============================] - 0s 13ms/step >6, 330/693, d1=0.575, d2=0.598 g=1.416 2/2 [==============================] - 0s 14ms/step >6, 331/693, d1=0.546, d2=0.594 g=1.428 2/2 [==============================] - 0s 13ms/step >6, 332/693, d1=0.666, d2=0.577 g=1.259 2/2 [==============================] - 0s 13ms/step >6, 333/693, d1=0.586, d2=0.551 g=1.330 2/2 [==============================] - 0s 12ms/step >6, 334/693, d1=0.607, d2=0.522 g=1.523 2/2 [==============================] - 0s 15ms/step >6, 335/693, d1=0.550, d2=0.598 g=1.234 2/2 [==============================] - 0s 12ms/step >6, 336/693, d1=0.586, d2=0.594 g=2.167 2/2 [==============================] - 0s 13ms/step >6, 337/693, d1=0.595, d2=0.622 g=1.386 2/2 [==============================] - 0s 13ms/step >6, 338/693, d1=0.644, d2=0.538 g=1.271 2/2 [==============================] - 0s 14ms/step >6, 339/693, d1=0.572, d2=0.622 g=1.796 2/2 [==============================] - 0s 13ms/step >6, 340/693, d1=0.612, d2=0.621 g=1.856 2/2 [==============================] - 0s 12ms/step >6, 341/693, d1=0.598, d2=0.595 g=1.687 2/2 [==============================] - 0s 12ms/step >6, 342/693, d1=0.605, d2=0.554 g=1.276 2/2 [==============================] - 0s 13ms/step >6, 343/693, d1=0.507, d2=0.591 g=1.529 2/2 [==============================] - 0s 13ms/step >6, 344/693, d1=0.597, d2=0.643 g=1.263 2/2 [==============================] - 0s 13ms/step >6, 345/693, d1=0.549, d2=0.564 g=1.892 2/2 [==============================] - 0s 12ms/step >6, 346/693, d1=0.597, d2=0.554 g=1.259 2/2 [==============================] - 0s 11ms/step >6, 347/693, d1=0.628, d2=0.621 g=2.018 2/2 [==============================] - 0s 13ms/step >6, 348/693, d1=0.599, d2=0.579 g=1.402 2/2 [==============================] - 0s 14ms/step >6, 349/693, d1=0.612, d2=0.551 g=1.854 2/2 [==============================] - 0s 14ms/step >6, 350/693, d1=0.615, d2=0.609 g=1.863 2/2 [==============================] - 0s 13ms/step >6, 351/693, d1=0.574, d2=0.626 g=1.430 2/2 [==============================] - 0s 12ms/step >6, 352/693, d1=0.542, d2=0.652 g=1.511 2/2 [==============================] - 0s 13ms/step >6, 353/693, d1=0.546, d2=0.576 g=1.767 2/2 [==============================] - 0s 12ms/step >6, 354/693, d1=0.670, d2=0.621 g=1.547 2/2 [==============================] - 0s 13ms/step >6, 355/693, d1=0.545, d2=0.655 g=1.819 2/2 [==============================] - 0s 11ms/step >6, 356/693, d1=0.646, d2=0.580 g=1.466 2/2 [==============================] - 0s 13ms/step >6, 357/693, d1=0.634, d2=0.562 g=1.911 2/2 [==============================] - 0s 12ms/step >6, 358/693, d1=0.563, d2=0.612 g=1.546 2/2 [==============================] - 0s 13ms/step >6, 359/693, d1=0.622, d2=0.599 g=1.207 2/2 [==============================] - 0s 13ms/step >6, 360/693, d1=0.591, d2=0.651 g=1.398 2/2 [==============================] - 0s 13ms/step >6, 361/693, d1=0.534, d2=0.637 g=1.307 2/2 [==============================] - 0s 13ms/step >6, 362/693, d1=0.532, d2=0.560 g=1.104 2/2 [==============================] - 0s 13ms/step >6, 363/693, d1=0.621, d2=0.578 g=1.466 2/2 [==============================] - 0s 13ms/step >6, 364/693, d1=0.625, d2=0.615 g=1.554 2/2 [==============================] - 0s 12ms/step >6, 365/693, d1=0.707, d2=0.532 g=1.727 2/2 [==============================] - 0s 12ms/step >6, 366/693, d1=0.550, d2=0.636 g=1.951 2/2 [==============================] - 0s 13ms/step >6, 367/693, d1=0.641, d2=0.660 g=1.679 2/2 [==============================] - 0s 11ms/step >6, 368/693, d1=0.659, d2=0.632 g=1.267 2/2 [==============================] - 0s 13ms/step >6, 369/693, d1=0.608, d2=0.536 g=1.348 2/2 [==============================] - 0s 13ms/step >6, 370/693, d1=0.593, d2=0.629 g=1.285 2/2 [==============================] - 0s 12ms/step >6, 371/693, d1=0.568, d2=0.637 g=1.488 2/2 [==============================] - 0s 12ms/step >6, 372/693, d1=0.572, d2=0.646 g=1.460 2/2 [==============================] - 0s 13ms/step >6, 373/693, d1=0.601, d2=0.604 g=1.686 2/2 [==============================] - 0s 13ms/step >6, 374/693, d1=0.689, d2=0.590 g=1.347 2/2 [==============================] - 0s 13ms/step >6, 375/693, d1=0.565, d2=0.521 g=1.781 2/2 [==============================] - 0s 13ms/step >6, 376/693, d1=0.582, d2=0.654 g=1.676 2/2 [==============================] - 0s 12ms/step >6, 377/693, d1=0.596, d2=0.574 g=1.428 2/2 [==============================] - 0s 14ms/step >6, 378/693, d1=0.635, d2=0.566 g=1.412 2/2 [==============================] - 0s 12ms/step >6, 379/693, d1=0.648, d2=0.575 g=1.339 2/2 [==============================] - 0s 13ms/step >6, 380/693, d1=0.619, d2=0.549 g=1.832 2/2 [==============================] - 0s 14ms/step >6, 381/693, d1=0.544, d2=0.558 g=1.720 2/2 [==============================] - 0s 12ms/step >6, 382/693, d1=0.469, d2=0.690 g=1.882 2/2 [==============================] - 0s 13ms/step >6, 383/693, d1=0.612, d2=0.607 g=1.285 2/2 [==============================] - 0s 15ms/step >6, 384/693, d1=0.543, d2=0.555 g=1.364 2/2 [==============================] - 0s 13ms/step >6, 385/693, d1=0.750, d2=0.577 g=1.419 2/2 [==============================] - 0s 13ms/step >6, 386/693, d1=0.628, d2=0.565 g=1.559 2/2 [==============================] - 0s 13ms/step >6, 387/693, d1=0.582, d2=0.591 g=1.775 2/2 [==============================] - 0s 14ms/step >6, 388/693, d1=0.581, d2=0.597 g=1.250 2/2 [==============================] - 0s 12ms/step >6, 389/693, d1=0.523, d2=0.587 g=1.634 2/2 [==============================] - 0s 13ms/step >6, 390/693, d1=0.628, d2=0.542 g=1.862 2/2 [==============================] - 0s 13ms/step >6, 391/693, d1=0.507, d2=0.629 g=1.817 2/2 [==============================] - 0s 13ms/step >6, 392/693, d1=0.588, d2=0.572 g=2.012 2/2 [==============================] - 0s 12ms/step >6, 393/693, d1=0.620, d2=0.541 g=1.660 2/2 [==============================] - 0s 13ms/step >6, 394/693, d1=0.553, d2=0.488 g=1.467 2/2 [==============================] - 0s 13ms/step >6, 395/693, d1=0.593, d2=0.561 g=1.683 2/2 [==============================] - 0s 14ms/step >6, 396/693, d1=0.575, d2=0.682 g=1.980 2/2 [==============================] - 0s 12ms/step >6, 397/693, d1=0.650, d2=0.475 g=1.804 2/2 [==============================] - 0s 12ms/step >6, 398/693, d1=0.553, d2=0.579 g=1.390 2/2 [==============================] - 0s 15ms/step >6, 399/693, d1=0.643, d2=0.620 g=2.084 2/2 [==============================] - 0s 14ms/step >6, 400/693, d1=0.554, d2=0.657 g=1.472 2/2 [==============================] - 0s 13ms/step >6, 401/693, d1=0.614, d2=0.618 g=1.686 2/2 [==============================] - 0s 12ms/step >6, 402/693, d1=0.590, d2=0.557 g=1.633 2/2 [==============================] - 0s 12ms/step >6, 403/693, d1=0.567, d2=0.529 g=1.922 2/2 [==============================] - 0s 14ms/step >6, 404/693, d1=0.569, d2=0.599 g=1.919 2/2 [==============================] - 0s 13ms/step >6, 405/693, d1=0.662, d2=0.536 g=1.412 2/2 [==============================] - 0s 13ms/step >6, 406/693, d1=0.589, d2=0.589 g=1.578 2/2 [==============================] - 0s 14ms/step >6, 407/693, d1=0.570, d2=0.611 g=1.758 2/2 [==============================] - 0s 14ms/step >6, 408/693, d1=0.558, d2=0.610 g=1.118 2/2 [==============================] - 0s 14ms/step >6, 409/693, d1=0.627, d2=0.656 g=1.856 2/2 [==============================] - 0s 12ms/step >6, 410/693, d1=0.627, d2=0.537 g=1.716 2/2 [==============================] - 0s 13ms/step >6, 411/693, d1=0.555, d2=0.543 g=1.044 2/2 [==============================] - 0s 13ms/step >6, 412/693, d1=0.673, d2=0.626 g=1.267 2/2 [==============================] - 0s 12ms/step >6, 413/693, d1=0.568, d2=0.674 g=2.186 2/2 [==============================] - 0s 13ms/step >6, 414/693, d1=0.562, d2=0.554 g=1.610 2/2 [==============================] - 0s 13ms/step >6, 415/693, d1=0.671, d2=0.550 g=1.489 2/2 [==============================] - 0s 12ms/step >6, 416/693, d1=0.567, d2=0.613 g=2.021 2/2 [==============================] - 0s 13ms/step >6, 417/693, d1=0.560, d2=0.578 g=1.272 2/2 [==============================] - 0s 13ms/step >6, 418/693, d1=0.625, d2=0.545 g=1.447 2/2 [==============================] - 0s 12ms/step >6, 419/693, d1=0.547, d2=0.644 g=1.782 2/2 [==============================] - 0s 15ms/step >6, 420/693, d1=0.542, d2=0.549 g=1.680 2/2 [==============================] - 0s 12ms/step >6, 421/693, d1=0.576, d2=0.617 g=1.486 2/2 [==============================] - 0s 13ms/step >6, 422/693, d1=0.573, d2=0.567 g=1.746 2/2 [==============================] - 0s 14ms/step >6, 423/693, d1=0.647, d2=0.552 g=1.597 2/2 [==============================] - 0s 11ms/step >6, 424/693, d1=0.584, d2=0.572 g=1.386 2/2 [==============================] - 0s 14ms/step >6, 425/693, d1=0.650, d2=0.617 g=1.422 2/2 [==============================] - 0s 13ms/step >6, 426/693, d1=0.554, d2=0.625 g=1.619 2/2 [==============================] - 0s 11ms/step >6, 427/693, d1=0.537, d2=0.564 g=1.425 2/2 [==============================] - 0s 12ms/step >6, 428/693, d1=0.601, d2=0.499 g=1.662 2/2 [==============================] - 0s 13ms/step >6, 429/693, d1=0.627, d2=0.573 g=1.434 2/2 [==============================] - 0s 12ms/step >6, 430/693, d1=0.588, d2=0.586 g=1.464 2/2 [==============================] - 0s 11ms/step >6, 431/693, d1=0.603, d2=0.631 g=1.593 2/2 [==============================] - 0s 13ms/step >6, 432/693, d1=0.602, d2=0.576 g=1.824 2/2 [==============================] - 0s 13ms/step >6, 433/693, d1=0.670, d2=0.550 g=1.414 2/2 [==============================] - 0s 13ms/step >6, 434/693, d1=0.600, d2=0.560 g=1.200 2/2 [==============================] - 0s 12ms/step >6, 435/693, d1=0.609, d2=0.629 g=1.516 2/2 [==============================] - 0s 13ms/step >6, 436/693, d1=0.603, d2=0.612 g=1.766 2/2 [==============================] - 0s 12ms/step >6, 437/693, d1=0.626, d2=0.593 g=1.508 2/2 [==============================] - 0s 14ms/step >6, 438/693, d1=0.534, d2=0.638 g=1.555 2/2 [==============================] - 0s 12ms/step >6, 439/693, d1=0.500, d2=0.560 g=1.878 2/2 [==============================] - 0s 13ms/step >6, 440/693, d1=0.590, d2=0.518 g=1.550 2/2 [==============================] - 0s 14ms/step >6, 441/693, d1=0.664, d2=0.572 g=1.567 2/2 [==============================] - 0s 12ms/step >6, 442/693, d1=0.588, d2=0.514 g=1.750 2/2 [==============================] - 0s 12ms/step >6, 443/693, d1=0.564, d2=0.627 g=2.017 2/2 [==============================] - 0s 14ms/step >6, 444/693, d1=0.536, d2=0.604 g=1.457 2/2 [==============================] - 0s 13ms/step >6, 445/693, d1=0.591, d2=0.563 g=1.563 2/2 [==============================] - 0s 13ms/step >6, 446/693, d1=0.640, d2=0.550 g=1.191 2/2 [==============================] - 0s 13ms/step >6, 447/693, d1=0.592, d2=0.624 g=1.883 2/2 [==============================] - 0s 14ms/step >6, 448/693, d1=0.549, d2=0.542 g=1.561 2/2 [==============================] - 0s 13ms/step >6, 449/693, d1=0.618, d2=0.677 g=2.004 2/2 [==============================] - 0s 13ms/step >6, 450/693, d1=0.537, d2=0.689 g=1.841 2/2 [==============================] - 0s 13ms/step >6, 451/693, d1=0.624, d2=0.536 g=2.149 2/2 [==============================] - 0s 14ms/step >6, 452/693, d1=0.574, d2=0.526 g=1.576 2/2 [==============================] - 0s 14ms/step >6, 453/693, d1=0.596, d2=0.535 g=1.533 2/2 [==============================] - 0s 14ms/step >6, 454/693, d1=0.602, d2=0.570 g=2.162 2/2 [==============================] - 0s 12ms/step >6, 455/693, d1=0.518, d2=0.566 g=1.696 2/2 [==============================] - 0s 12ms/step >6, 456/693, d1=0.599, d2=0.598 g=1.512 2/2 [==============================] - 0s 12ms/step >6, 457/693, d1=0.565, d2=0.680 g=1.644 2/2 [==============================] - 0s 12ms/step >6, 458/693, d1=0.537, d2=0.599 g=2.520 2/2 [==============================] - 0s 12ms/step >6, 459/693, d1=0.559, d2=0.592 g=1.821 2/2 [==============================] - 0s 14ms/step >6, 460/693, d1=0.721, d2=0.470 g=1.685 2/2 [==============================] - 0s 13ms/step >6, 461/693, d1=0.550, d2=0.572 g=1.217 2/2 [==============================] - 0s 13ms/step >6, 462/693, d1=0.555, d2=0.636 g=1.717 2/2 [==============================] - 0s 11ms/step >6, 463/693, d1=0.622, d2=0.544 g=1.395 2/2 [==============================] - 0s 12ms/step >6, 464/693, d1=0.675, d2=0.587 g=1.183 2/2 [==============================] - 0s 12ms/step >6, 465/693, d1=0.603, d2=0.655 g=1.601 2/2 [==============================] - 0s 13ms/step >6, 466/693, d1=0.576, d2=0.658 g=1.657 2/2 [==============================] - 0s 12ms/step >6, 467/693, d1=0.586, d2=0.616 g=1.557 2/2 [==============================] - 0s 14ms/step >6, 468/693, d1=0.575, d2=0.607 g=1.464 2/2 [==============================] - 0s 14ms/step >6, 469/693, d1=0.631, d2=0.571 g=1.662 2/2 [==============================] - 0s 14ms/step >6, 470/693, d1=0.678, d2=0.630 g=1.522 2/2 [==============================] - 0s 11ms/step >6, 471/693, d1=0.577, d2=0.523 g=2.016 2/2 [==============================] - 0s 13ms/step >6, 472/693, d1=0.601, d2=0.581 g=1.615 2/2 [==============================] - 0s 12ms/step >6, 473/693, d1=0.582, d2=0.600 g=1.526 2/2 [==============================] - 0s 14ms/step >6, 474/693, d1=0.587, d2=0.580 g=1.565 2/2 [==============================] - 0s 12ms/step >6, 475/693, d1=0.589, d2=0.576 g=1.549 2/2 [==============================] - 0s 12ms/step >6, 476/693, d1=0.512, d2=0.612 g=1.898 2/2 [==============================] - 0s 12ms/step >6, 477/693, d1=0.584, d2=0.573 g=1.879 2/2 [==============================] - 0s 13ms/step >6, 478/693, d1=0.629, d2=0.632 g=1.216 2/2 [==============================] - 0s 12ms/step >6, 479/693, d1=0.681, d2=0.546 g=1.781 2/2 [==============================] - 0s 13ms/step >6, 480/693, d1=0.607, d2=0.531 g=1.747 2/2 [==============================] - 0s 12ms/step >6, 481/693, d1=0.555, d2=0.636 g=1.543 2/2 [==============================] - 0s 14ms/step >6, 482/693, d1=0.598, d2=0.598 g=1.661 2/2 [==============================] - 0s 12ms/step >6, 483/693, d1=0.558, d2=0.565 g=1.717 2/2 [==============================] - 0s 13ms/step >6, 484/693, d1=0.594, d2=0.604 g=1.452 2/2 [==============================] - 0s 13ms/step >6, 485/693, d1=0.528, d2=0.577 g=2.007 2/2 [==============================] - 0s 12ms/step >6, 486/693, d1=0.571, d2=0.590 g=1.770 2/2 [==============================] - 0s 11ms/step >6, 487/693, d1=0.629, d2=0.646 g=1.852 2/2 [==============================] - 0s 12ms/step >6, 488/693, d1=0.578, d2=0.606 g=1.480 2/2 [==============================] - 0s 14ms/step >6, 489/693, d1=0.660, d2=0.502 g=1.651 2/2 [==============================] - 0s 12ms/step >6, 490/693, d1=0.636, d2=0.631 g=1.706 2/2 [==============================] - 0s 12ms/step >6, 491/693, d1=0.579, d2=0.527 g=1.532 2/2 [==============================] - 0s 12ms/step >6, 492/693, d1=0.606, d2=0.626 g=1.230 2/2 [==============================] - 0s 13ms/step >6, 493/693, d1=0.558, d2=0.590 g=1.307 2/2 [==============================] - 0s 14ms/step >6, 494/693, d1=0.587, d2=0.612 g=1.618 2/2 [==============================] - 0s 12ms/step >6, 495/693, d1=0.525, d2=0.546 g=1.483 2/2 [==============================] - 0s 13ms/step >6, 496/693, d1=0.619, d2=0.618 g=2.218 2/2 [==============================] - 0s 13ms/step >6, 497/693, d1=0.554, d2=0.511 g=1.567 2/2 [==============================] - 0s 13ms/step >6, 498/693, d1=0.548, d2=0.572 g=1.735 2/2 [==============================] - 0s 14ms/step >6, 499/693, d1=0.655, d2=0.511 g=1.508 2/2 [==============================] - 0s 12ms/step >6, 500/693, d1=0.569, d2=0.640 g=1.611 2/2 [==============================] - 0s 12ms/step >6, 501/693, d1=0.649, d2=0.593 g=1.463 2/2 [==============================] - 0s 13ms/step >6, 502/693, d1=0.594, d2=0.607 g=1.230 2/2 [==============================] - 0s 14ms/step >6, 503/693, d1=0.593, d2=0.629 g=1.485 2/2 [==============================] - 0s 14ms/step >6, 504/693, d1=0.521, d2=0.594 g=1.806 2/2 [==============================] - 0s 13ms/step >6, 505/693, d1=0.552, d2=0.580 g=1.733 2/2 [==============================] - 0s 12ms/step >6, 506/693, d1=0.607, d2=0.631 g=1.872 2/2 [==============================] - 0s 11ms/step >6, 507/693, d1=0.568, d2=0.684 g=1.375 2/2 [==============================] - 0s 11ms/step >6, 508/693, d1=0.670, d2=0.555 g=1.484 2/2 [==============================] - 0s 12ms/step >6, 509/693, d1=0.655, d2=0.547 g=1.501 2/2 [==============================] - 0s 12ms/step >6, 510/693, d1=0.562, d2=0.596 g=2.027 2/2 [==============================] - 0s 12ms/step >6, 511/693, d1=0.643, d2=0.573 g=1.950 2/2 [==============================] - 0s 13ms/step >6, 512/693, d1=0.703, d2=0.577 g=1.366 2/2 [==============================] - 0s 14ms/step >6, 513/693, d1=0.632, d2=0.622 g=1.352 2/2 [==============================] - 0s 13ms/step >6, 514/693, d1=0.454, d2=0.597 g=1.758 2/2 [==============================] - 0s 13ms/step >6, 515/693, d1=0.604, d2=0.687 g=1.463 2/2 [==============================] - 0s 12ms/step >6, 516/693, d1=0.628, d2=0.646 g=1.467 2/2 [==============================] - 0s 13ms/step >6, 517/693, d1=0.568, d2=0.565 g=1.447 2/2 [==============================] - 0s 13ms/step >6, 518/693, d1=0.571, d2=0.522 g=1.419 2/2 [==============================] - 0s 12ms/step >6, 519/693, d1=0.640, d2=0.572 g=1.328 2/2 [==============================] - 0s 13ms/step >6, 520/693, d1=0.601, d2=0.610 g=1.203 2/2 [==============================] - 0s 12ms/step >6, 521/693, d1=0.556, d2=0.504 g=1.974 2/2 [==============================] - 0s 13ms/step >6, 522/693, d1=0.582, d2=0.646 g=1.682 2/2 [==============================] - 0s 11ms/step >6, 523/693, d1=0.596, d2=0.577 g=1.604 2/2 [==============================] - 0s 13ms/step >6, 524/693, d1=0.567, d2=0.634 g=1.325 2/2 [==============================] - 0s 13ms/step >6, 525/693, d1=0.574, d2=0.666 g=1.403 2/2 [==============================] - 0s 13ms/step >6, 526/693, d1=0.580, d2=0.511 g=2.123 2/2 [==============================] - 0s 13ms/step >6, 527/693, d1=0.685, d2=0.475 g=1.785 2/2 [==============================] - 0s 13ms/step >6, 528/693, d1=0.531, d2=0.596 g=1.781 2/2 [==============================] - 0s 13ms/step >6, 529/693, d1=0.507, d2=0.620 g=1.297 2/2 [==============================] - 0s 14ms/step >6, 530/693, d1=0.568, d2=0.600 g=1.423 2/2 [==============================] - 0s 14ms/step >6, 531/693, d1=0.573, d2=0.607 g=1.477 2/2 [==============================] - 0s 14ms/step >6, 532/693, d1=0.652, d2=0.593 g=1.858 2/2 [==============================] - 0s 13ms/step >6, 533/693, d1=0.535, d2=0.599 g=1.277 2/2 [==============================] - 0s 13ms/step >6, 534/693, d1=0.614, d2=0.587 g=1.452 2/2 [==============================] - 0s 13ms/step >6, 535/693, d1=0.639, d2=0.656 g=1.480 2/2 [==============================] - 0s 13ms/step >6, 536/693, d1=0.557, d2=0.586 g=1.554 2/2 [==============================] - 0s 13ms/step >6, 537/693, d1=0.548, d2=0.573 g=2.030 2/2 [==============================] - 0s 12ms/step >6, 538/693, d1=0.589, d2=0.630 g=2.199 2/2 [==============================] - 0s 13ms/step >6, 539/693, d1=0.581, d2=0.468 g=1.568 2/2 [==============================] - 0s 13ms/step >6, 540/693, d1=0.666, d2=0.527 g=1.438 2/2 [==============================] - 0s 12ms/step >6, 541/693, d1=0.617, d2=0.594 g=1.505 2/2 [==============================] - 0s 14ms/step >6, 542/693, d1=0.547, d2=0.681 g=1.644 2/2 [==============================] - 0s 12ms/step >6, 543/693, d1=0.623, d2=0.576 g=1.394 2/2 [==============================] - 0s 13ms/step >6, 544/693, d1=0.586, d2=0.531 g=1.205 2/2 [==============================] - 0s 13ms/step >6, 545/693, d1=0.605, d2=0.626 g=1.565 2/2 [==============================] - 0s 14ms/step >6, 546/693, d1=0.516, d2=0.614 g=1.202 2/2 [==============================] - 0s 12ms/step >6, 547/693, d1=0.654, d2=0.566 g=1.644 2/2 [==============================] - 0s 12ms/step >6, 548/693, d1=0.587, d2=0.537 g=2.068 2/2 [==============================] - 0s 12ms/step >6, 549/693, d1=0.646, d2=0.592 g=1.648 2/2 [==============================] - 0s 13ms/step >6, 550/693, d1=0.616, d2=0.604 g=1.408 2/2 [==============================] - 0s 14ms/step >6, 551/693, d1=0.528, d2=0.570 g=1.774 2/2 [==============================] - 0s 14ms/step >6, 552/693, d1=0.655, d2=0.568 g=1.848 2/2 [==============================] - 0s 13ms/step >6, 553/693, d1=0.563, d2=0.529 g=1.883 2/2 [==============================] - 0s 12ms/step >6, 554/693, d1=0.609, d2=0.610 g=1.367 2/2 [==============================] - 0s 14ms/step >6, 555/693, d1=0.566, d2=0.610 g=1.688 2/2 [==============================] - 0s 11ms/step >6, 556/693, d1=0.588, d2=0.574 g=1.456 2/2 [==============================] - 0s 13ms/step >6, 557/693, d1=0.649, d2=0.636 g=1.656 2/2 [==============================] - 0s 12ms/step >6, 558/693, d1=0.570, d2=0.704 g=1.089 2/2 [==============================] - 0s 12ms/step >6, 559/693, d1=0.585, d2=0.567 g=1.530 2/2 [==============================] - 0s 12ms/step >6, 560/693, d1=0.614, d2=0.570 g=1.595 2/2 [==============================] - 0s 14ms/step >6, 561/693, d1=0.601, d2=0.532 g=1.558 2/2 [==============================] - 0s 14ms/step >6, 562/693, d1=0.639, d2=0.593 g=1.699 2/2 [==============================] - 0s 13ms/step >6, 563/693, d1=0.588, d2=0.643 g=1.606 2/2 [==============================] - 0s 12ms/step >6, 564/693, d1=0.595, d2=0.580 g=1.584 2/2 [==============================] - 0s 12ms/step >6, 565/693, d1=0.549, d2=0.612 g=1.343 2/2 [==============================] - 0s 13ms/step >6, 566/693, d1=0.626, d2=0.582 g=1.524 2/2 [==============================] - 0s 13ms/step >6, 567/693, d1=0.559, d2=0.654 g=1.673 2/2 [==============================] - 0s 15ms/step >6, 568/693, d1=0.645, d2=0.580 g=1.860 2/2 [==============================] - 0s 12ms/step >6, 569/693, d1=0.612, d2=0.567 g=1.233 2/2 [==============================] - 0s 13ms/step >6, 570/693, d1=0.583, d2=0.581 g=1.323 2/2 [==============================] - 0s 13ms/step >6, 571/693, d1=0.498, d2=0.549 g=1.872 2/2 [==============================] - 0s 13ms/step >6, 572/693, d1=0.548, d2=0.559 g=2.124 2/2 [==============================] - 0s 12ms/step >6, 573/693, d1=0.569, d2=0.607 g=1.801 2/2 [==============================] - 0s 14ms/step >6, 574/693, d1=0.580, d2=0.578 g=1.875 2/2 [==============================] - 0s 12ms/step >6, 575/693, d1=0.645, d2=0.552 g=1.243 2/2 [==============================] - 0s 11ms/step >6, 576/693, d1=0.555, d2=0.628 g=1.969 2/2 [==============================] - 0s 13ms/step >6, 577/693, d1=0.565, d2=0.635 g=1.714 2/2 [==============================] - 0s 13ms/step >6, 578/693, d1=0.631, d2=0.583 g=1.696 2/2 [==============================] - 0s 14ms/step >6, 579/693, d1=0.633, d2=0.584 g=1.543 2/2 [==============================] - 0s 14ms/step >6, 580/693, d1=0.609, d2=0.641 g=1.700 2/2 [==============================] - 0s 13ms/step >6, 581/693, d1=0.709, d2=0.637 g=1.768 2/2 [==============================] - 0s 12ms/step >6, 582/693, d1=0.578, d2=0.622 g=1.612 2/2 [==============================] - 0s 13ms/step >6, 583/693, d1=0.528, d2=0.609 g=1.465 2/2 [==============================] - 0s 13ms/step >6, 584/693, d1=0.579, d2=0.588 g=1.611 2/2 [==============================] - 0s 13ms/step >6, 585/693, d1=0.601, d2=0.621 g=1.841 2/2 [==============================] - 0s 12ms/step >6, 586/693, d1=0.719, d2=0.497 g=1.478 2/2 [==============================] - 0s 12ms/step >6, 587/693, d1=0.533, d2=0.656 g=2.126 2/2 [==============================] - 0s 13ms/step >6, 588/693, d1=0.589, d2=0.589 g=1.499 2/2 [==============================] - 0s 13ms/step >6, 589/693, d1=0.534, d2=0.537 g=1.345 2/2 [==============================] - 0s 13ms/step >6, 590/693, d1=0.568, d2=0.556 g=1.372 2/2 [==============================] - 0s 13ms/step >6, 591/693, d1=0.613, d2=0.593 g=1.470 2/2 [==============================] - 0s 11ms/step >6, 592/693, d1=0.642, d2=0.578 g=1.870 2/2 [==============================] - 0s 14ms/step >6, 593/693, d1=0.544, d2=0.649 g=1.561 2/2 [==============================] - 0s 13ms/step >6, 594/693, d1=0.602, d2=0.575 g=1.644 2/2 [==============================] - 0s 12ms/step >6, 595/693, d1=0.540, d2=0.585 g=2.155 2/2 [==============================] - 0s 13ms/step >6, 596/693, d1=0.661, d2=0.588 g=1.935 2/2 [==============================] - 0s 12ms/step >6, 597/693, d1=0.614, d2=0.567 g=1.239 2/2 [==============================] - 0s 12ms/step >6, 598/693, d1=0.592, d2=0.583 g=1.774 2/2 [==============================] - 0s 12ms/step >6, 599/693, d1=0.576, d2=0.503 g=1.733 2/2 [==============================] - 0s 13ms/step >6, 600/693, d1=0.590, d2=0.584 g=1.725 2/2 [==============================] - 0s 13ms/step >6, 601/693, d1=0.524, d2=0.628 g=1.470 2/2 [==============================] - 0s 12ms/step >6, 602/693, d1=0.582, d2=0.533 g=1.650 2/2 [==============================] - 0s 12ms/step >6, 603/693, d1=0.610, d2=0.588 g=1.531 2/2 [==============================] - 0s 13ms/step >6, 604/693, d1=0.547, d2=0.678 g=1.792 2/2 [==============================] - 0s 12ms/step >6, 605/693, d1=0.537, d2=0.639 g=1.768 2/2 [==============================] - 0s 12ms/step >6, 606/693, d1=0.645, d2=0.517 g=2.243 2/2 [==============================] - 0s 12ms/step >6, 607/693, d1=0.601, d2=0.487 g=1.703 2/2 [==============================] - 0s 13ms/step >6, 608/693, d1=0.510, d2=0.603 g=2.054 2/2 [==============================] - 0s 13ms/step >6, 609/693, d1=0.561, d2=0.622 g=1.208 2/2 [==============================] - 0s 13ms/step >6, 610/693, d1=0.609, d2=0.563 g=1.998 2/2 [==============================] - 0s 14ms/step >6, 611/693, d1=0.618, d2=0.556 g=2.076 2/2 [==============================] - 0s 13ms/step >6, 612/693, d1=0.632, d2=0.577 g=1.513 2/2 [==============================] - 0s 12ms/step >6, 613/693, d1=0.592, d2=0.656 g=2.195 2/2 [==============================] - 0s 14ms/step >6, 614/693, d1=0.730, d2=0.553 g=1.739 2/2 [==============================] - 0s 13ms/step >6, 615/693, d1=0.619, d2=0.540 g=1.679 2/2 [==============================] - 0s 14ms/step >6, 616/693, d1=0.624, d2=0.600 g=1.446 2/2 [==============================] - 0s 14ms/step >6, 617/693, d1=0.614, d2=0.604 g=1.303 2/2 [==============================] - 0s 22ms/step >6, 618/693, d1=0.571, d2=0.593 g=1.727 2/2 [==============================] - 0s 13ms/step >6, 619/693, d1=0.581, d2=0.609 g=1.678 2/2 [==============================] - 0s 13ms/step >6, 620/693, d1=0.545, d2=0.531 g=1.789 2/2 [==============================] - 0s 13ms/step >6, 621/693, d1=0.541, d2=0.709 g=1.431 2/2 [==============================] - 0s 14ms/step >6, 622/693, d1=0.560, d2=0.636 g=1.498 2/2 [==============================] - 0s 13ms/step >6, 623/693, d1=0.667, d2=0.616 g=2.115 2/2 [==============================] - 0s 14ms/step >6, 624/693, d1=0.516, d2=0.540 g=1.521 2/2 [==============================] - 0s 12ms/step >6, 625/693, d1=0.586, d2=0.516 g=2.012 2/2 [==============================] - 0s 13ms/step >6, 626/693, d1=0.729, d2=0.592 g=1.381 2/2 [==============================] - 0s 14ms/step >6, 627/693, d1=0.565, d2=0.574 g=1.527 2/2 [==============================] - 0s 12ms/step >6, 628/693, d1=0.527, d2=0.619 g=2.002 2/2 [==============================] - 0s 13ms/step >6, 629/693, d1=0.642, d2=0.746 g=1.640 2/2 [==============================] - 0s 13ms/step >6, 630/693, d1=0.566, d2=0.585 g=1.710 2/2 [==============================] - 0s 14ms/step >6, 631/693, d1=0.662, d2=0.495 g=1.610 2/2 [==============================] - 0s 14ms/step >6, 632/693, d1=0.537, d2=0.495 g=1.424 2/2 [==============================] - 0s 13ms/step >6, 633/693, d1=0.514, d2=0.571 g=1.623 2/2 [==============================] - 0s 12ms/step >6, 634/693, d1=0.594, d2=0.630 g=1.643 2/2 [==============================] - 0s 12ms/step >6, 635/693, d1=0.539, d2=0.550 g=1.784 2/2 [==============================] - 0s 14ms/step >6, 636/693, d1=0.589, d2=0.635 g=1.600 2/2 [==============================] - 0s 14ms/step >6, 637/693, d1=0.550, d2=0.559 g=1.703 2/2 [==============================] - 0s 13ms/step >6, 638/693, d1=0.706, d2=0.677 g=1.539 2/2 [==============================] - 0s 11ms/step >6, 639/693, d1=0.646, d2=0.550 g=2.349 2/2 [==============================] - 0s 13ms/step >6, 640/693, d1=0.595, d2=0.515 g=1.867 2/2 [==============================] - 0s 15ms/step >6, 641/693, d1=0.673, d2=0.592 g=1.553 2/2 [==============================] - 0s 13ms/step >6, 642/693, d1=0.628, d2=0.539 g=0.984 2/2 [==============================] - 0s 13ms/step >6, 643/693, d1=0.560, d2=0.526 g=1.562 2/2 [==============================] - 0s 13ms/step >6, 644/693, d1=0.604, d2=0.608 g=1.455 2/2 [==============================] - 0s 13ms/step >6, 645/693, d1=0.574, d2=0.584 g=1.176 2/2 [==============================] - 0s 14ms/step >6, 646/693, d1=0.556, d2=0.640 g=1.649 2/2 [==============================] - 0s 13ms/step >6, 647/693, d1=0.622, d2=0.624 g=1.552 2/2 [==============================] - 0s 13ms/step >6, 648/693, d1=0.640, d2=0.610 g=2.030 2/2 [==============================] - 0s 13ms/step >6, 649/693, d1=0.639, d2=0.536 g=1.097 2/2 [==============================] - 0s 14ms/step >6, 650/693, d1=0.532, d2=0.627 g=1.795 2/2 [==============================] - 0s 13ms/step >6, 651/693, d1=0.563, d2=0.621 g=1.544 2/2 [==============================] - 0s 15ms/step >6, 652/693, d1=0.602, d2=0.554 g=1.982 2/2 [==============================] - 0s 13ms/step >6, 653/693, d1=0.592, d2=0.612 g=1.824 2/2 [==============================] - 0s 13ms/step >6, 654/693, d1=0.632, d2=0.615 g=1.629 2/2 [==============================] - 0s 11ms/step >6, 655/693, d1=0.651, d2=0.557 g=1.585 2/2 [==============================] - 0s 16ms/step >6, 656/693, d1=0.534, d2=0.573 g=1.897 2/2 [==============================] - 0s 13ms/step >6, 657/693, d1=0.604, d2=0.563 g=1.738 2/2 [==============================] - 0s 14ms/step >6, 658/693, d1=0.581, d2=0.604 g=1.960 2/2 [==============================] - 0s 14ms/step >6, 659/693, d1=0.630, d2=0.562 g=1.410 2/2 [==============================] - 0s 13ms/step >6, 660/693, d1=0.575, d2=0.560 g=1.530 2/2 [==============================] - 0s 14ms/step >6, 661/693, d1=0.571, d2=0.547 g=1.571 2/2 [==============================] - 0s 12ms/step >6, 662/693, d1=0.533, d2=0.602 g=1.858 2/2 [==============================] - 0s 13ms/step >6, 663/693, d1=0.611, d2=0.568 g=1.732 2/2 [==============================] - 0s 14ms/step >6, 664/693, d1=0.562, d2=0.631 g=1.255 2/2 [==============================] - 0s 13ms/step >6, 665/693, d1=0.665, d2=0.586 g=1.700 2/2 [==============================] - 0s 13ms/step >6, 666/693, d1=0.634, d2=0.614 g=1.929 2/2 [==============================] - 0s 11ms/step >6, 667/693, d1=0.557, d2=0.577 g=1.576 2/2 [==============================] - 0s 12ms/step >6, 668/693, d1=0.595, d2=0.621 g=1.814 2/2 [==============================] - 0s 13ms/step >6, 669/693, d1=0.635, d2=0.575 g=1.597 2/2 [==============================] - 0s 14ms/step >6, 670/693, d1=0.603, d2=0.559 g=1.331 2/2 [==============================] - 0s 14ms/step >6, 671/693, d1=0.541, d2=0.658 g=1.644 2/2 [==============================] - 0s 14ms/step >6, 672/693, d1=0.633, d2=0.521 g=1.782 2/2 [==============================] - 0s 12ms/step >6, 673/693, d1=0.563, d2=0.610 g=1.598 2/2 [==============================] - 0s 15ms/step >6, 674/693, d1=0.533, d2=0.607 g=1.329 2/2 [==============================] - 0s 12ms/step >6, 675/693, d1=0.647, d2=0.615 g=2.109 2/2 [==============================] - 0s 14ms/step >6, 676/693, d1=0.603, d2=0.648 g=1.393 2/2 [==============================] - 0s 14ms/step >6, 677/693, d1=0.598, d2=0.607 g=2.031 2/2 [==============================] - 0s 13ms/step >6, 678/693, d1=0.584, d2=0.551 g=1.870 2/2 [==============================] - 0s 13ms/step >6, 679/693, d1=0.646, d2=0.570 g=1.384 2/2 [==============================] - 0s 13ms/step >6, 680/693, d1=0.594, d2=0.568 g=1.586 2/2 [==============================] - 0s 12ms/step >6, 681/693, d1=0.606, d2=0.575 g=2.012 2/2 [==============================] - 0s 14ms/step >6, 682/693, d1=0.584, d2=0.561 g=1.711 2/2 [==============================] - 0s 12ms/step >6, 683/693, d1=0.647, d2=0.488 g=1.651 2/2 [==============================] - 0s 12ms/step >6, 684/693, d1=0.605, d2=0.539 g=1.475 2/2 [==============================] - 0s 12ms/step >6, 685/693, d1=0.543, d2=0.664 g=1.867 2/2 [==============================] - 0s 15ms/step >6, 686/693, d1=0.479, d2=0.644 g=1.548 2/2 [==============================] - 0s 14ms/step >6, 687/693, d1=0.581, d2=0.546 g=1.540 2/2 [==============================] - 0s 13ms/step >6, 688/693, d1=0.560, d2=0.612 g=1.771 2/2 [==============================] - 0s 13ms/step >6, 689/693, d1=0.625, d2=0.540 g=1.567 2/2 [==============================] - 0s 13ms/step >6, 690/693, d1=0.531, d2=0.502 g=1.679 2/2 [==============================] - 0s 13ms/step >6, 691/693, d1=0.629, d2=0.611 g=1.321 2/2 [==============================] - 0s 14ms/step >6, 692/693, d1=0.524, d2=0.571 g=1.667 2/2 [==============================] - 0s 13ms/step >6, 693/693, d1=0.636, d2=0.588 g=1.564 2/2 [==============================] - 0s 13ms/step >7, 1/693, d1=0.551, d2=0.601 g=1.780 2/2 [==============================] - 0s 14ms/step >7, 2/693, d1=0.583, d2=0.565 g=1.639 2/2 [==============================] - 0s 13ms/step >7, 3/693, d1=0.606, d2=0.569 g=1.591 2/2 [==============================] - 0s 14ms/step >7, 4/693, d1=0.598, d2=0.614 g=1.924 2/2 [==============================] - 0s 13ms/step >7, 5/693, d1=0.552, d2=0.544 g=2.055 2/2 [==============================] - 0s 13ms/step >7, 6/693, d1=0.558, d2=0.570 g=2.072 2/2 [==============================] - 0s 13ms/step >7, 7/693, d1=0.606, d2=0.609 g=1.188 2/2 [==============================] - 0s 14ms/step >7, 8/693, d1=0.491, d2=0.564 g=1.631 2/2 [==============================] - 0s 13ms/step >7, 9/693, d1=0.572, d2=0.551 g=1.685 2/2 [==============================] - 0s 14ms/step >7, 10/693, d1=0.712, d2=0.535 g=1.706 2/2 [==============================] - 0s 12ms/step >7, 11/693, d1=0.571, d2=0.591 g=1.419 2/2 [==============================] - 0s 13ms/step >7, 12/693, d1=0.644, d2=0.636 g=1.815 2/2 [==============================] - 0s 14ms/step >7, 13/693, d1=0.638, d2=0.585 g=2.163 2/2 [==============================] - 0s 14ms/step >7, 14/693, d1=0.687, d2=0.573 g=1.446 2/2 [==============================] - 0s 13ms/step >7, 15/693, d1=0.537, d2=0.599 g=1.938 2/2 [==============================] - 0s 12ms/step >7, 16/693, d1=0.577, d2=0.610 g=1.391 2/2 [==============================] - 0s 12ms/step >7, 17/693, d1=0.510, d2=0.570 g=1.685 2/2 [==============================] - 0s 13ms/step >7, 18/693, d1=0.638, d2=0.675 g=1.580 2/2 [==============================] - 0s 13ms/step >7, 19/693, d1=0.651, d2=0.439 g=1.541 2/2 [==============================] - 0s 13ms/step >7, 20/693, d1=0.626, d2=0.710 g=1.849 2/2 [==============================] - 0s 12ms/step >7, 21/693, d1=0.448, d2=0.504 g=2.054 2/2 [==============================] - 0s 13ms/step >7, 22/693, d1=0.526, d2=0.435 g=1.468 2/2 [==============================] - 0s 13ms/step >7, 23/693, d1=0.549, d2=0.533 g=1.693 2/2 [==============================] - 0s 13ms/step >7, 24/693, d1=0.661, d2=0.616 g=1.941 2/2 [==============================] - 0s 13ms/step >7, 25/693, d1=0.593, d2=0.586 g=2.492 2/2 [==============================] - 0s 11ms/step >7, 26/693, d1=0.493, d2=0.553 g=1.398 2/2 [==============================] - 0s 13ms/step >7, 27/693, d1=0.602, d2=0.561 g=1.639 2/2 [==============================] - 0s 14ms/step >7, 28/693, d1=0.675, d2=0.518 g=1.356 2/2 [==============================] - 0s 14ms/step >7, 29/693, d1=0.490, d2=0.556 g=1.606 2/2 [==============================] - 0s 13ms/step >7, 30/693, d1=0.509, d2=0.545 g=1.723 2/2 [==============================] - 0s 14ms/step >7, 31/693, d1=0.659, d2=0.619 g=2.075 2/2 [==============================] - 0s 13ms/step >7, 32/693, d1=0.554, d2=0.650 g=1.501 2/2 [==============================] - 0s 14ms/step >7, 33/693, d1=0.626, d2=0.498 g=1.228 2/2 [==============================] - 0s 14ms/step >7, 34/693, d1=0.689, d2=0.554 g=1.462 2/2 [==============================] - 0s 15ms/step >7, 35/693, d1=0.593, d2=0.640 g=1.690 2/2 [==============================] - 0s 12ms/step >7, 36/693, d1=0.633, d2=0.664 g=1.587 2/2 [==============================] - 0s 15ms/step >7, 37/693, d1=0.564, d2=0.572 g=1.728 2/2 [==============================] - 0s 13ms/step >7, 38/693, d1=0.618, d2=0.532 g=1.709 2/2 [==============================] - 0s 13ms/step >7, 39/693, d1=0.668, d2=0.652 g=1.620 2/2 [==============================] - 0s 12ms/step >7, 40/693, d1=0.599, d2=0.604 g=1.819 2/2 [==============================] - 0s 14ms/step >7, 41/693, d1=0.586, d2=0.574 g=1.645 2/2 [==============================] - 0s 14ms/step >7, 42/693, d1=0.557, d2=0.560 g=1.767 2/2 [==============================] - 0s 13ms/step >7, 43/693, d1=0.580, d2=0.638 g=1.595 2/2 [==============================] - 0s 12ms/step >7, 44/693, d1=0.513, d2=0.600 g=1.654 2/2 [==============================] - 0s 12ms/step >7, 45/693, d1=0.594, d2=0.561 g=1.990 2/2 [==============================] - 0s 14ms/step >7, 46/693, d1=0.572, d2=0.643 g=1.997 2/2 [==============================] - 0s 11ms/step >7, 47/693, d1=0.540, d2=0.596 g=1.479 2/2 [==============================] - 0s 13ms/step >7, 48/693, d1=0.610, d2=0.566 g=2.211 2/2 [==============================] - 0s 13ms/step >7, 49/693, d1=0.604, d2=0.549 g=1.981 2/2 [==============================] - 0s 13ms/step >7, 50/693, d1=0.603, d2=0.592 g=1.578 2/2 [==============================] - 0s 13ms/step >7, 51/693, d1=0.562, d2=0.596 g=1.387 2/2 [==============================] - 0s 13ms/step >7, 52/693, d1=0.593, d2=0.576 g=1.354 2/2 [==============================] - 0s 13ms/step >7, 53/693, d1=0.549, d2=0.549 g=1.561 2/2 [==============================] - 0s 13ms/step >7, 54/693, d1=0.534, d2=0.591 g=1.528 2/2 [==============================] - 0s 12ms/step >7, 55/693, d1=0.661, d2=0.582 g=1.425 2/2 [==============================] - 0s 12ms/step >7, 56/693, d1=0.596, d2=0.541 g=1.408 2/2 [==============================] - 0s 11ms/step >7, 57/693, d1=0.600, d2=0.626 g=1.354 2/2 [==============================] - 0s 13ms/step >7, 58/693, d1=0.631, d2=0.610 g=1.638 2/2 [==============================] - 0s 13ms/step >7, 59/693, d1=0.468, d2=0.640 g=2.156 2/2 [==============================] - 0s 12ms/step >7, 60/693, d1=0.632, d2=0.625 g=1.877 2/2 [==============================] - 0s 13ms/step >7, 61/693, d1=0.609, d2=0.496 g=1.783 2/2 [==============================] - 0s 13ms/step >7, 62/693, d1=0.610, d2=0.583 g=1.586 2/2 [==============================] - 0s 14ms/step >7, 63/693, d1=0.558, d2=0.592 g=1.684 2/2 [==============================] - 0s 14ms/step >7, 64/693, d1=0.588, d2=0.585 g=1.596 2/2 [==============================] - 0s 13ms/step >7, 65/693, d1=0.613, d2=0.631 g=1.671 2/2 [==============================] - 0s 13ms/step >7, 66/693, d1=0.526, d2=0.583 g=2.101 2/2 [==============================] - 0s 12ms/step >7, 67/693, d1=0.660, d2=0.561 g=1.889 2/2 [==============================] - 0s 14ms/step >7, 68/693, d1=0.555, d2=0.567 g=1.682 2/2 [==============================] - 0s 13ms/step >7, 69/693, d1=0.545, d2=0.518 g=1.314 2/2 [==============================] - 0s 13ms/step >7, 70/693, d1=0.527, d2=0.516 g=2.171 2/2 [==============================] - 0s 12ms/step >7, 71/693, d1=0.574, d2=0.591 g=1.224 2/2 [==============================] - 0s 13ms/step >7, 72/693, d1=0.574, d2=0.618 g=1.936 2/2 [==============================] - 0s 14ms/step >7, 73/693, d1=0.609, d2=0.585 g=1.966 2/2 [==============================] - 0s 14ms/step >7, 74/693, d1=0.593, d2=0.543 g=1.410 2/2 [==============================] - 0s 14ms/step >7, 75/693, d1=0.534, d2=0.558 g=1.666 2/2 [==============================] - 0s 12ms/step >7, 76/693, d1=0.582, d2=0.600 g=1.675 2/2 [==============================] - 0s 13ms/step >7, 77/693, d1=0.654, d2=0.533 g=2.234 2/2 [==============================] - 0s 14ms/step >7, 78/693, d1=0.587, d2=0.621 g=1.918 2/2 [==============================] - 0s 12ms/step >7, 79/693, d1=0.562, d2=0.592 g=1.599 2/2 [==============================] - 0s 14ms/step >7, 80/693, d1=0.663, d2=0.546 g=1.548 2/2 [==============================] - 0s 13ms/step >7, 81/693, d1=0.548, d2=0.534 g=2.312 2/2 [==============================] - 0s 13ms/step >7, 82/693, d1=0.574, d2=0.609 g=1.640 2/2 [==============================] - 0s 12ms/step >7, 83/693, d1=0.611, d2=0.610 g=2.085 2/2 [==============================] - 0s 14ms/step >7, 84/693, d1=0.612, d2=0.569 g=1.337 2/2 [==============================] - 0s 11ms/step >7, 85/693, d1=0.592, d2=0.534 g=1.558 2/2 [==============================] - 0s 14ms/step >7, 86/693, d1=0.565, d2=0.644 g=1.638 2/2 [==============================] - 0s 13ms/step >7, 87/693, d1=0.563, d2=0.551 g=1.719 2/2 [==============================] - 0s 12ms/step >7, 88/693, d1=0.611, d2=0.577 g=1.334 2/2 [==============================] - 0s 13ms/step >7, 89/693, d1=0.615, d2=0.607 g=1.605 2/2 [==============================] - 0s 12ms/step >7, 90/693, d1=0.498, d2=0.596 g=1.727 2/2 [==============================] - 0s 13ms/step >7, 91/693, d1=0.544, d2=0.474 g=1.697 2/2 [==============================] - 0s 12ms/step >7, 92/693, d1=0.630, d2=0.533 g=1.563 2/2 [==============================] - 0s 13ms/step >7, 93/693, d1=0.591, d2=0.601 g=1.790 2/2 [==============================] - 0s 12ms/step >7, 94/693, d1=0.589, d2=0.644 g=1.315 2/2 [==============================] - 0s 13ms/step >7, 95/693, d1=0.573, d2=0.497 g=1.760 2/2 [==============================] - 0s 13ms/step >7, 96/693, d1=0.568, d2=0.624 g=2.381 2/2 [==============================] - 0s 12ms/step >7, 97/693, d1=0.567, d2=0.663 g=1.563 2/2 [==============================] - 0s 13ms/step >7, 98/693, d1=0.552, d2=0.638 g=1.677 2/2 [==============================] - 0s 13ms/step >7, 99/693, d1=0.666, d2=0.469 g=1.501 2/2 [==============================] - 0s 14ms/step >7, 100/693, d1=0.606, d2=0.553 g=1.373 2/2 [==============================] - 0s 11ms/step >7, 101/693, d1=0.636, d2=0.668 g=1.959 2/2 [==============================] - 0s 12ms/step >7, 102/693, d1=0.654, d2=0.616 g=1.732 2/2 [==============================] - 0s 13ms/step >7, 103/693, d1=0.509, d2=0.588 g=1.931 2/2 [==============================] - 0s 14ms/step >7, 104/693, d1=0.656, d2=0.588 g=1.691 2/2 [==============================] - 0s 13ms/step >7, 105/693, d1=0.573, d2=0.665 g=1.812 2/2 [==============================] - 0s 13ms/step >7, 106/693, d1=0.664, d2=0.591 g=1.319 2/2 [==============================] - 0s 12ms/step >7, 107/693, d1=0.623, d2=0.513 g=1.440 2/2 [==============================] - 0s 14ms/step >7, 108/693, d1=0.568, d2=0.638 g=1.613 2/2 [==============================] - 0s 14ms/step >7, 109/693, d1=0.625, d2=0.526 g=1.716 2/2 [==============================] - 0s 12ms/step >7, 110/693, d1=0.601, d2=0.604 g=1.396 2/2 [==============================] - 0s 13ms/step >7, 111/693, d1=0.650, d2=0.535 g=1.470 2/2 [==============================] - 0s 13ms/step >7, 112/693, d1=0.602, d2=0.657 g=1.576 2/2 [==============================] - 0s 13ms/step >7, 113/693, d1=0.645, d2=0.614 g=1.535 2/2 [==============================] - 0s 18ms/step >7, 114/693, d1=0.552, d2=0.623 g=1.469 2/2 [==============================] - 0s 13ms/step >7, 115/693, d1=0.528, d2=0.641 g=1.444 2/2 [==============================] - 0s 13ms/step >7, 116/693, d1=0.613, d2=0.599 g=1.995 2/2 [==============================] - 0s 12ms/step >7, 117/693, d1=0.654, d2=0.496 g=1.502 2/2 [==============================] - 0s 14ms/step >7, 118/693, d1=0.582, d2=0.602 g=1.925 2/2 [==============================] - 0s 13ms/step >7, 119/693, d1=0.559, d2=0.508 g=1.993 2/2 [==============================] - 0s 14ms/step >7, 120/693, d1=0.622, d2=0.509 g=1.571 2/2 [==============================] - 0s 11ms/step >7, 121/693, d1=0.726, d2=0.700 g=1.018 2/2 [==============================] - 0s 12ms/step >7, 122/693, d1=0.597, d2=0.603 g=1.513 2/2 [==============================] - 0s 14ms/step >7, 123/693, d1=0.596, d2=0.623 g=1.915 2/2 [==============================] - 0s 14ms/step >7, 124/693, d1=0.597, d2=0.651 g=1.657 2/2 [==============================] - 0s 14ms/step >7, 125/693, d1=0.594, d2=0.564 g=1.632 2/2 [==============================] - 0s 13ms/step >7, 126/693, d1=0.623, d2=0.646 g=2.111 2/2 [==============================] - 0s 13ms/step >7, 127/693, d1=0.649, d2=0.599 g=1.675 2/2 [==============================] - 0s 14ms/step >7, 128/693, d1=0.585, d2=0.563 g=2.047 2/2 [==============================] - 0s 13ms/step >7, 129/693, d1=0.621, d2=0.537 g=1.499 2/2 [==============================] - 0s 13ms/step >7, 130/693, d1=0.682, d2=0.590 g=1.276 2/2 [==============================] - 0s 13ms/step >7, 131/693, d1=0.557, d2=0.564 g=1.952 2/2 [==============================] - 0s 12ms/step >7, 132/693, d1=0.587, d2=0.584 g=1.365 2/2 [==============================] - 0s 13ms/step >7, 133/693, d1=0.513, d2=0.605 g=1.603 2/2 [==============================] - 0s 14ms/step >7, 134/693, d1=0.613, d2=0.595 g=1.241 2/2 [==============================] - 0s 13ms/step >7, 135/693, d1=0.546, d2=0.531 g=1.812 2/2 [==============================] - 0s 14ms/step >7, 136/693, d1=0.589, d2=0.566 g=1.596 2/2 [==============================] - 0s 12ms/step >7, 137/693, d1=0.595, d2=0.619 g=1.234 2/2 [==============================] - 0s 14ms/step >7, 138/693, d1=0.570, d2=0.615 g=1.796 2/2 [==============================] - 0s 12ms/step >7, 139/693, d1=0.498, d2=0.565 g=1.314 2/2 [==============================] - 0s 13ms/step >7, 140/693, d1=0.539, d2=0.573 g=2.245 2/2 [==============================] - 0s 13ms/step >7, 141/693, d1=0.555, d2=0.576 g=1.222 2/2 [==============================] - 0s 14ms/step >7, 142/693, d1=0.574, d2=0.513 g=1.178 2/2 [==============================] - 0s 14ms/step >7, 143/693, d1=0.633, d2=0.597 g=1.384 2/2 [==============================] - 0s 13ms/step >7, 144/693, d1=0.497, d2=0.579 g=1.841 2/2 [==============================] - 0s 12ms/step >7, 145/693, d1=0.563, d2=0.670 g=1.864 2/2 [==============================] - 0s 14ms/step >7, 146/693, d1=0.590, d2=0.531 g=1.906 2/2 [==============================] - 0s 13ms/step >7, 147/693, d1=0.693, d2=0.587 g=1.731 2/2 [==============================] - 0s 14ms/step >7, 148/693, d1=0.689, d2=0.538 g=1.790 2/2 [==============================] - 0s 14ms/step >7, 149/693, d1=0.569, d2=0.619 g=2.062 2/2 [==============================] - 0s 13ms/step >7, 150/693, d1=0.581, d2=0.500 g=2.117 2/2 [==============================] - 0s 12ms/step >7, 151/693, d1=0.635, d2=0.570 g=1.541 2/2 [==============================] - 0s 12ms/step >7, 152/693, d1=0.568, d2=0.610 g=1.680 2/2 [==============================] - 0s 13ms/step >7, 153/693, d1=0.542, d2=0.607 g=1.471 2/2 [==============================] - 0s 13ms/step >7, 154/693, d1=0.607, d2=0.647 g=2.089 2/2 [==============================] - 0s 13ms/step >7, 155/693, d1=0.654, d2=0.584 g=1.646 2/2 [==============================] - 0s 12ms/step >7, 156/693, d1=0.595, d2=0.543 g=1.242 2/2 [==============================] - 0s 13ms/step >7, 157/693, d1=0.513, d2=0.514 g=2.552 2/2 [==============================] - 0s 14ms/step >7, 158/693, d1=0.653, d2=0.640 g=1.517 2/2 [==============================] - 0s 13ms/step >7, 159/693, d1=0.571, d2=0.532 g=1.795 2/2 [==============================] - 0s 14ms/step >7, 160/693, d1=0.565, d2=0.577 g=1.958 2/2 [==============================] - 0s 15ms/step >7, 161/693, d1=0.591, d2=0.625 g=1.914 2/2 [==============================] - 0s 12ms/step >7, 162/693, d1=0.516, d2=0.603 g=1.543 2/2 [==============================] - 0s 13ms/step >7, 163/693, d1=0.696, d2=0.730 g=2.254 2/2 [==============================] - 0s 13ms/step >7, 164/693, d1=0.606, d2=0.507 g=1.633 2/2 [==============================] - 0s 12ms/step >7, 165/693, d1=0.563, d2=0.613 g=1.529 2/2 [==============================] - 0s 12ms/step >7, 166/693, d1=0.605, d2=0.647 g=1.281 2/2 [==============================] - 0s 12ms/step >7, 167/693, d1=0.499, d2=0.543 g=1.688 2/2 [==============================] - 0s 13ms/step >7, 168/693, d1=0.676, d2=0.572 g=1.813 2/2 [==============================] - 0s 13ms/step >7, 169/693, d1=0.583, d2=0.579 g=1.807 2/2 [==============================] - 0s 13ms/step >7, 170/693, d1=0.623, d2=0.641 g=1.593 2/2 [==============================] - 0s 13ms/step >7, 171/693, d1=0.568, d2=0.567 g=1.223 2/2 [==============================] - 0s 14ms/step >7, 172/693, d1=0.553, d2=0.556 g=1.454 2/2 [==============================] - 0s 14ms/step >7, 173/693, d1=0.613, d2=0.607 g=1.729 2/2 [==============================] - 0s 13ms/step >7, 174/693, d1=0.604, d2=0.593 g=1.921 2/2 [==============================] - 0s 12ms/step >7, 175/693, d1=0.590, d2=0.571 g=1.679 2/2 [==============================] - 0s 13ms/step >7, 176/693, d1=0.591, d2=0.645 g=2.097 2/2 [==============================] - 0s 14ms/step >7, 177/693, d1=0.636, d2=0.538 g=1.448 2/2 [==============================] - 0s 14ms/step >7, 178/693, d1=0.608, d2=0.522 g=1.783 2/2 [==============================] - 0s 12ms/step >7, 179/693, d1=0.599, d2=0.554 g=1.403 2/2 [==============================] - 0s 14ms/step >7, 180/693, d1=0.526, d2=0.624 g=1.479 2/2 [==============================] - 0s 13ms/step >7, 181/693, d1=0.678, d2=0.618 g=1.528 2/2 [==============================] - 0s 12ms/step >7, 182/693, d1=0.633, d2=0.631 g=1.544 2/2 [==============================] - 0s 13ms/step >7, 183/693, d1=0.635, d2=0.611 g=1.659 2/2 [==============================] - 0s 12ms/step >7, 184/693, d1=0.592, d2=0.569 g=1.556 2/2 [==============================] - 0s 12ms/step >7, 185/693, d1=0.582, d2=0.526 g=1.377 2/2 [==============================] - 0s 13ms/step >7, 186/693, d1=0.633, d2=0.532 g=1.466 2/2 [==============================] - 0s 13ms/step >7, 187/693, d1=0.549, d2=0.580 g=1.722 2/2 [==============================] - 0s 14ms/step >7, 188/693, d1=0.524, d2=0.624 g=1.701 2/2 [==============================] - 0s 12ms/step >7, 189/693, d1=0.491, d2=0.646 g=1.760 2/2 [==============================] - 0s 12ms/step >7, 190/693, d1=0.652, d2=0.620 g=1.169 2/2 [==============================] - 0s 14ms/step >7, 191/693, d1=0.560, d2=0.539 g=1.621 2/2 [==============================] - 0s 13ms/step >7, 192/693, d1=0.561, d2=0.521 g=1.964 2/2 [==============================] - 0s 12ms/step >7, 193/693, d1=0.576, d2=0.556 g=1.451 2/2 [==============================] - 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0s 14ms/step >7, 227/693, d1=0.630, d2=0.584 g=1.278 2/2 [==============================] - 0s 14ms/step >7, 228/693, d1=0.548, d2=0.606 g=2.101 2/2 [==============================] - 0s 12ms/step >7, 229/693, d1=0.595, d2=0.640 g=1.883 2/2 [==============================] - 0s 14ms/step >7, 230/693, d1=0.627, d2=0.590 g=1.426 2/2 [==============================] - 0s 14ms/step >7, 231/693, d1=0.595, d2=0.537 g=1.625 2/2 [==============================] - 0s 13ms/step >7, 232/693, d1=0.509, d2=0.642 g=2.140 2/2 [==============================] - 0s 12ms/step >7, 233/693, d1=0.550, d2=0.591 g=1.813 2/2 [==============================] - 0s 13ms/step >7, 234/693, d1=0.615, d2=0.631 g=1.168 2/2 [==============================] - 0s 14ms/step >7, 235/693, d1=0.614, d2=0.595 g=1.488 2/2 [==============================] - 0s 12ms/step >7, 236/693, d1=0.585, d2=0.515 g=1.858 2/2 [==============================] - 0s 13ms/step >7, 237/693, d1=0.581, d2=0.510 g=1.248 2/2 [==============================] - 0s 14ms/step >7, 238/693, d1=0.546, d2=0.559 g=2.050 2/2 [==============================] - 0s 14ms/step >7, 239/693, d1=0.552, d2=0.575 g=1.128 2/2 [==============================] - 0s 12ms/step >7, 240/693, d1=0.577, d2=0.588 g=1.439 2/2 [==============================] - 0s 13ms/step >7, 241/693, d1=0.610, d2=0.601 g=1.659 2/2 [==============================] - 0s 12ms/step >7, 242/693, d1=0.588, d2=0.470 g=1.770 2/2 [==============================] - 0s 13ms/step >7, 243/693, d1=0.595, d2=0.584 g=1.369 2/2 [==============================] - 0s 13ms/step >7, 244/693, d1=0.650, d2=0.561 g=1.125 2/2 [==============================] - 0s 13ms/step >7, 245/693, d1=0.623, d2=0.650 g=1.701 2/2 [==============================] - 0s 13ms/step >7, 246/693, d1=0.580, d2=0.483 g=1.595 2/2 [==============================] - 0s 13ms/step >7, 247/693, d1=0.560, d2=0.627 g=1.721 2/2 [==============================] - 0s 14ms/step >7, 248/693, d1=0.561, d2=0.594 g=1.566 2/2 [==============================] - 0s 14ms/step >7, 249/693, d1=0.553, d2=0.541 g=2.040 2/2 [==============================] - 0s 13ms/step >7, 250/693, d1=0.613, d2=0.506 g=1.316 2/2 [==============================] - 0s 12ms/step >7, 251/693, d1=0.466, d2=0.622 g=1.326 2/2 [==============================] - 0s 13ms/step >7, 252/693, d1=0.560, d2=0.473 g=1.781 2/2 [==============================] - 0s 14ms/step >7, 253/693, d1=0.753, d2=0.620 g=1.842 2/2 [==============================] - 0s 13ms/step >7, 254/693, d1=0.592, d2=0.615 g=2.031 2/2 [==============================] - 0s 12ms/step >7, 255/693, d1=0.594, d2=0.590 g=1.269 2/2 [==============================] - 0s 12ms/step >7, 256/693, d1=0.619, d2=0.573 g=1.449 2/2 [==============================] - 0s 12ms/step >7, 257/693, d1=0.564, d2=0.610 g=1.669 2/2 [==============================] - 0s 13ms/step >7, 258/693, d1=0.596, d2=0.543 g=1.579 2/2 [==============================] - 0s 13ms/step >7, 259/693, d1=0.575, d2=0.621 g=1.522 2/2 [==============================] - 0s 13ms/step >7, 260/693, d1=0.594, d2=0.657 g=1.675 2/2 [==============================] - 0s 12ms/step >7, 261/693, d1=0.569, d2=0.542 g=1.802 2/2 [==============================] - 0s 12ms/step >7, 262/693, d1=0.601, d2=0.553 g=1.966 2/2 [==============================] - 0s 12ms/step >7, 263/693, d1=0.532, d2=0.575 g=1.921 2/2 [==============================] - 0s 13ms/step >7, 264/693, d1=0.658, d2=0.600 g=1.374 2/2 [==============================] - 0s 13ms/step >7, 265/693, d1=0.545, d2=0.699 g=1.742 2/2 [==============================] - 0s 13ms/step >7, 266/693, d1=0.522, d2=0.586 g=1.637 2/2 [==============================] - 0s 12ms/step >7, 267/693, d1=0.606, d2=0.643 g=2.494 2/2 [==============================] - 0s 12ms/step >7, 268/693, d1=0.598, d2=0.617 g=1.416 2/2 [==============================] - 0s 14ms/step >7, 269/693, d1=0.707, d2=0.527 g=1.555 2/2 [==============================] - 0s 13ms/step >7, 270/693, d1=0.552, d2=0.391 g=2.309 2/2 [==============================] - 0s 12ms/step >7, 271/693, d1=0.613, d2=0.622 g=1.419 2/2 [==============================] - 0s 13ms/step >7, 272/693, d1=0.548, d2=0.607 g=1.383 2/2 [==============================] - 0s 12ms/step >7, 273/693, d1=0.529, d2=0.643 g=1.262 2/2 [==============================] - 0s 13ms/step >7, 274/693, d1=0.601, d2=0.489 g=2.293 2/2 [==============================] - 0s 14ms/step >7, 275/693, d1=0.633, d2=0.527 g=2.035 2/2 [==============================] - 0s 13ms/step >7, 276/693, d1=0.578, d2=0.581 g=1.273 2/2 [==============================] - 0s 12ms/step >7, 277/693, d1=0.522, d2=0.605 g=2.169 2/2 [==============================] - 0s 12ms/step >7, 278/693, d1=0.566, d2=0.559 g=1.983 2/2 [==============================] - 0s 14ms/step >7, 279/693, d1=0.596, d2=0.521 g=1.837 2/2 [==============================] - 0s 13ms/step >7, 280/693, d1=0.589, d2=0.618 g=2.110 2/2 [==============================] - 0s 12ms/step >7, 281/693, d1=0.630, d2=0.593 g=1.970 2/2 [==============================] - 0s 12ms/step >7, 282/693, d1=0.640, d2=0.693 g=1.989 2/2 [==============================] - 0s 12ms/step >7, 283/693, d1=0.609, d2=0.609 g=1.210 2/2 [==============================] - 0s 11ms/step >7, 284/693, d1=0.539, d2=0.536 g=1.809 2/2 [==============================] - 0s 12ms/step >7, 285/693, d1=0.551, d2=0.549 g=1.904 2/2 [==============================] - 0s 11ms/step >7, 286/693, d1=0.560, d2=0.540 g=1.796 2/2 [==============================] - 0s 13ms/step >7, 287/693, d1=0.583, d2=0.536 g=1.350 2/2 [==============================] - 0s 12ms/step >7, 288/693, d1=0.540, d2=0.622 g=2.125 2/2 [==============================] - 0s 11ms/step >7, 289/693, d1=0.652, d2=0.549 g=1.535 2/2 [==============================] - 0s 12ms/step >7, 290/693, d1=0.655, d2=0.578 g=1.475 2/2 [==============================] - 0s 11ms/step >7, 291/693, d1=0.630, d2=0.595 g=1.661 2/2 [==============================] - 0s 13ms/step >7, 292/693, d1=0.626, d2=0.565 g=2.093 2/2 [==============================] - 0s 13ms/step >7, 293/693, d1=0.509, d2=0.569 g=1.479 2/2 [==============================] - 0s 12ms/step >7, 294/693, d1=0.529, d2=0.581 g=1.365 2/2 [==============================] - 0s 13ms/step >7, 295/693, d1=0.559, d2=0.615 g=1.623 2/2 [==============================] - 0s 12ms/step >7, 296/693, d1=0.607, d2=0.592 g=2.016 2/2 [==============================] - 0s 13ms/step >7, 297/693, d1=0.514, d2=0.625 g=1.737 2/2 [==============================] - 0s 12ms/step >7, 298/693, d1=0.647, d2=0.619 g=1.476 2/2 [==============================] - 0s 14ms/step >7, 299/693, d1=0.535, d2=0.524 g=1.832 2/2 [==============================] - 0s 14ms/step >7, 300/693, d1=0.621, d2=0.537 g=1.338 2/2 [==============================] - 0s 12ms/step >7, 301/693, d1=0.653, d2=0.666 g=1.749 2/2 [==============================] - 0s 14ms/step >7, 302/693, d1=0.612, d2=0.543 g=1.531 2/2 [==============================] - 0s 13ms/step >7, 303/693, d1=0.636, d2=0.605 g=1.460 2/2 [==============================] - 0s 11ms/step >7, 304/693, d1=0.528, d2=0.618 g=1.413 2/2 [==============================] - 0s 13ms/step >7, 305/693, d1=0.510, d2=0.557 g=1.690 2/2 [==============================] - 0s 12ms/step >7, 306/693, d1=0.521, d2=0.625 g=1.805 2/2 [==============================] - 0s 12ms/step >7, 307/693, d1=0.691, d2=0.588 g=1.427 2/2 [==============================] - 0s 13ms/step >7, 308/693, d1=0.567, d2=0.582 g=1.449 2/2 [==============================] - 0s 12ms/step >7, 309/693, d1=0.579, d2=0.505 g=1.417 2/2 [==============================] - 0s 14ms/step >7, 310/693, d1=0.540, d2=0.576 g=1.831 2/2 [==============================] - 0s 13ms/step >7, 311/693, d1=0.594, d2=0.569 g=1.992 2/2 [==============================] - 0s 12ms/step >7, 312/693, d1=0.596, d2=0.580 g=1.386 2/2 [==============================] - 0s 14ms/step >7, 313/693, d1=0.603, d2=0.582 g=1.746 2/2 [==============================] - 0s 12ms/step >7, 314/693, d1=0.471, d2=0.549 g=2.052 2/2 [==============================] - 0s 14ms/step >7, 315/693, d1=0.558, d2=0.670 g=1.403 2/2 [==============================] - 0s 11ms/step >7, 316/693, d1=0.635, d2=0.643 g=1.550 2/2 [==============================] - 0s 13ms/step >7, 317/693, d1=0.712, d2=0.558 g=1.664 2/2 [==============================] - 0s 11ms/step >7, 318/693, d1=0.605, d2=0.536 g=1.620 2/2 [==============================] - 0s 12ms/step >7, 319/693, d1=0.608, d2=0.617 g=1.655 2/2 [==============================] - 0s 13ms/step >7, 320/693, d1=0.566, d2=0.600 g=1.791 2/2 [==============================] - 0s 12ms/step >7, 321/693, d1=0.625, d2=0.520 g=1.662 2/2 [==============================] - 0s 11ms/step >7, 322/693, d1=0.606, d2=0.613 g=2.185 2/2 [==============================] - 0s 12ms/step >7, 323/693, d1=0.561, d2=0.513 g=1.558 2/2 [==============================] - 0s 14ms/step >7, 324/693, d1=0.576, d2=0.567 g=1.236 2/2 [==============================] - 0s 12ms/step >7, 325/693, d1=0.543, d2=0.642 g=2.388 2/2 [==============================] - 0s 13ms/step >7, 326/693, d1=0.623, d2=0.629 g=1.637 2/2 [==============================] - 0s 13ms/step >7, 327/693, d1=0.642, d2=0.557 g=1.612 2/2 [==============================] - 0s 13ms/step >7, 328/693, d1=0.560, d2=0.553 g=1.464 2/2 [==============================] - 0s 14ms/step >7, 329/693, d1=0.525, d2=0.595 g=1.561 2/2 [==============================] - 0s 14ms/step >7, 330/693, d1=0.597, d2=0.612 g=1.885 2/2 [==============================] - 0s 13ms/step >7, 331/693, d1=0.618, d2=0.612 g=1.771 2/2 [==============================] - 0s 11ms/step >7, 332/693, d1=0.496, d2=0.579 g=1.699 2/2 [==============================] - 0s 13ms/step >7, 333/693, d1=0.541, d2=0.660 g=1.924 2/2 [==============================] - 0s 13ms/step >7, 334/693, d1=0.548, d2=0.615 g=1.904 2/2 [==============================] - 0s 13ms/step >7, 335/693, d1=0.643, d2=0.586 g=1.894 2/2 [==============================] - 0s 12ms/step >7, 336/693, d1=0.536, d2=0.573 g=2.060 2/2 [==============================] - 0s 13ms/step >7, 337/693, d1=0.578, d2=0.611 g=1.854 2/2 [==============================] - 0s 13ms/step >7, 338/693, d1=0.635, d2=0.585 g=1.413 2/2 [==============================] - 0s 12ms/step >7, 339/693, d1=0.681, d2=0.516 g=1.477 2/2 [==============================] - 0s 14ms/step >7, 340/693, d1=0.635, d2=0.624 g=1.755 2/2 [==============================] - 0s 13ms/step >7, 341/693, d1=0.530, d2=0.546 g=1.726 2/2 [==============================] - 0s 12ms/step >7, 342/693, d1=0.585, d2=0.549 g=1.978 2/2 [==============================] - 0s 12ms/step >7, 343/693, d1=0.570, d2=0.587 g=1.981 2/2 [==============================] - 0s 13ms/step >7, 344/693, d1=0.601, d2=0.696 g=1.228 2/2 [==============================] - 0s 13ms/step >7, 345/693, d1=0.511, d2=0.627 g=1.218 2/2 [==============================] - 0s 12ms/step >7, 346/693, d1=0.596, d2=0.528 g=1.759 2/2 [==============================] - 0s 13ms/step >7, 347/693, d1=0.643, d2=0.580 g=1.395 2/2 [==============================] - 0s 13ms/step >7, 348/693, d1=0.666, d2=0.563 g=1.296 2/2 [==============================] - 0s 13ms/step >7, 349/693, d1=0.561, d2=0.617 g=1.816 2/2 [==============================] - 0s 13ms/step >7, 350/693, d1=0.528, d2=0.568 g=1.967 2/2 [==============================] - 0s 13ms/step >7, 351/693, d1=0.583, d2=0.668 g=1.556 2/2 [==============================] - 0s 14ms/step >7, 352/693, d1=0.605, d2=0.594 g=2.022 2/2 [==============================] - 0s 13ms/step >7, 353/693, d1=0.610, d2=0.580 g=1.809 2/2 [==============================] - 0s 15ms/step >7, 354/693, d1=0.636, d2=0.556 g=1.687 2/2 [==============================] - 0s 13ms/step >7, 355/693, d1=0.652, d2=0.553 g=1.834 2/2 [==============================] - 0s 13ms/step >7, 356/693, d1=0.600, d2=0.611 g=1.573 2/2 [==============================] - 0s 11ms/step >7, 357/693, d1=0.612, d2=0.668 g=1.421 2/2 [==============================] - 0s 14ms/step >7, 358/693, d1=0.545, d2=0.616 g=2.112 2/2 [==============================] - 0s 13ms/step >7, 359/693, d1=0.596, d2=0.526 g=1.459 2/2 [==============================] - 0s 13ms/step >7, 360/693, d1=0.574, d2=0.486 g=1.548 2/2 [==============================] - 0s 11ms/step >7, 361/693, d1=0.604, d2=0.596 g=1.081 2/2 [==============================] - 0s 12ms/step >7, 362/693, d1=0.570, d2=0.606 g=1.638 2/2 [==============================] - 0s 14ms/step >7, 363/693, d1=0.662, d2=0.632 g=1.121 2/2 [==============================] - 0s 14ms/step >7, 364/693, d1=0.499, d2=0.586 g=1.502 2/2 [==============================] - 0s 13ms/step >7, 365/693, d1=0.631, d2=0.542 g=1.139 2/2 [==============================] - 0s 12ms/step >7, 366/693, d1=0.600, d2=0.619 g=1.609 2/2 [==============================] - 0s 14ms/step >7, 367/693, d1=0.628, d2=0.595 g=1.520 2/2 [==============================] - 0s 13ms/step >7, 368/693, d1=0.565, d2=0.547 g=1.436 2/2 [==============================] - 0s 14ms/step >7, 369/693, d1=0.632, d2=0.526 g=1.149 2/2 [==============================] - 0s 12ms/step >7, 370/693, d1=0.529, d2=0.649 g=1.793 2/2 [==============================] - 0s 13ms/step >7, 371/693, d1=0.564, d2=0.586 g=2.012 2/2 [==============================] - 0s 13ms/step >7, 372/693, d1=0.532, d2=0.567 g=1.845 2/2 [==============================] - 0s 13ms/step >7, 373/693, d1=0.645, d2=0.588 g=1.490 2/2 [==============================] - 0s 14ms/step >7, 374/693, d1=0.663, d2=0.477 g=1.405 2/2 [==============================] - 0s 13ms/step >7, 375/693, d1=0.569, d2=0.675 g=2.004 2/2 [==============================] - 0s 12ms/step >7, 376/693, d1=0.522, d2=0.615 g=1.993 2/2 [==============================] - 0s 16ms/step >7, 377/693, d1=0.568, d2=0.522 g=1.709 2/2 [==============================] - 0s 13ms/step >7, 378/693, d1=0.689, d2=0.592 g=1.898 2/2 [==============================] - 0s 14ms/step >7, 379/693, d1=0.591, d2=0.525 g=1.629 2/2 [==============================] - 0s 13ms/step >7, 380/693, d1=0.586, d2=0.618 g=1.514 2/2 [==============================] - 0s 13ms/step >7, 381/693, d1=0.622, d2=0.580 g=1.463 2/2 [==============================] - 0s 13ms/step >7, 382/693, d1=0.502, d2=0.575 g=1.686 2/2 [==============================] - 0s 14ms/step >7, 383/693, d1=0.628, d2=0.555 g=1.269 2/2 [==============================] - 0s 12ms/step >7, 384/693, d1=0.548, d2=0.582 g=1.757 2/2 [==============================] - 0s 13ms/step >7, 385/693, d1=0.518, d2=0.517 g=1.865 2/2 [==============================] - 0s 13ms/step >7, 386/693, d1=0.609, d2=0.546 g=1.698 2/2 [==============================] - 0s 14ms/step >7, 387/693, d1=0.644, d2=0.577 g=1.773 2/2 [==============================] - 0s 13ms/step >7, 388/693, d1=0.507, d2=0.595 g=1.752 2/2 [==============================] - 0s 14ms/step >7, 389/693, d1=0.543, d2=0.499 g=1.848 2/2 [==============================] - 0s 13ms/step >7, 390/693, d1=0.505, d2=0.534 g=1.546 2/2 [==============================] - 0s 12ms/step >7, 391/693, d1=0.634, d2=0.651 g=1.808 2/2 [==============================] - 0s 13ms/step >7, 392/693, d1=0.546, d2=0.567 g=1.116 2/2 [==============================] - 0s 12ms/step >7, 393/693, d1=0.606, d2=0.589 g=1.466 2/2 [==============================] - 0s 12ms/step >7, 394/693, d1=0.557, d2=0.506 g=1.491 2/2 [==============================] - 0s 13ms/step >7, 395/693, d1=0.547, d2=0.572 g=1.978 2/2 [==============================] - 0s 14ms/step >7, 396/693, d1=0.576, d2=0.606 g=1.345 2/2 [==============================] - 0s 14ms/step >7, 397/693, d1=0.582, d2=0.625 g=1.273 2/2 [==============================] - 0s 13ms/step >7, 398/693, d1=0.687, d2=0.597 g=1.831 2/2 [==============================] - 0s 12ms/step >7, 399/693, d1=0.598, d2=0.575 g=1.393 2/2 [==============================] - 0s 12ms/step >7, 400/693, d1=0.525, d2=0.557 g=1.955 2/2 [==============================] - 0s 12ms/step >7, 401/693, d1=0.585, d2=0.537 g=1.841 2/2 [==============================] - 0s 13ms/step >7, 402/693, d1=0.611, d2=0.511 g=1.912 2/2 [==============================] - 0s 12ms/step >7, 403/693, d1=0.664, d2=0.683 g=1.564 2/2 [==============================] - 0s 11ms/step >7, 404/693, d1=0.575, d2=0.552 g=1.657 2/2 [==============================] - 0s 12ms/step >7, 405/693, d1=0.527, d2=0.597 g=1.352 2/2 [==============================] - 0s 12ms/step >7, 406/693, d1=0.576, d2=0.571 g=1.663 2/2 [==============================] - 0s 14ms/step >7, 407/693, d1=0.545, d2=0.546 g=1.817 2/2 [==============================] - 0s 13ms/step >7, 408/693, d1=0.520, d2=0.584 g=1.984 2/2 [==============================] - 0s 13ms/step >7, 409/693, d1=0.606, d2=0.614 g=1.766 2/2 [==============================] - 0s 12ms/step >7, 410/693, d1=0.590, d2=0.531 g=1.671 2/2 [==============================] - 0s 11ms/step >7, 411/693, d1=0.725, d2=0.549 g=1.386 2/2 [==============================] - 0s 12ms/step >7, 412/693, d1=0.615, d2=0.669 g=1.513 2/2 [==============================] - 0s 13ms/step >7, 413/693, d1=0.552, d2=0.592 g=2.379 2/2 [==============================] - 0s 14ms/step >7, 414/693, d1=0.640, d2=0.598 g=1.786 2/2 [==============================] - 0s 14ms/step >7, 415/693, d1=0.538, d2=0.531 g=1.917 2/2 [==============================] - 0s 12ms/step >7, 416/693, d1=0.562, d2=0.548 g=1.596 2/2 [==============================] - 0s 13ms/step >7, 417/693, d1=0.639, d2=0.569 g=1.714 2/2 [==============================] - 0s 14ms/step >7, 418/693, d1=0.642, d2=0.506 g=1.484 2/2 [==============================] - 0s 13ms/step >7, 419/693, d1=0.612, d2=0.564 g=1.131 2/2 [==============================] - 0s 12ms/step >7, 420/693, d1=0.529, d2=0.663 g=1.606 2/2 [==============================] - 0s 13ms/step >7, 421/693, d1=0.599, d2=0.626 g=1.854 2/2 [==============================] - 0s 14ms/step >7, 422/693, d1=0.639, d2=0.678 g=1.546 2/2 [==============================] - 0s 13ms/step >7, 423/693, d1=0.502, d2=0.612 g=1.470 2/2 [==============================] - 0s 12ms/step >7, 424/693, d1=0.574, d2=0.552 g=1.657 2/2 [==============================] - 0s 12ms/step >7, 425/693, d1=0.573, d2=0.585 g=1.190 2/2 [==============================] - 0s 11ms/step >7, 426/693, d1=0.585, d2=0.644 g=1.457 2/2 [==============================] - 0s 13ms/step >7, 427/693, d1=0.555, d2=0.574 g=2.300 2/2 [==============================] - 0s 13ms/step >7, 428/693, d1=0.640, d2=0.593 g=2.173 2/2 [==============================] - 0s 14ms/step >7, 429/693, d1=0.520, d2=0.550 g=1.698 2/2 [==============================] - 0s 14ms/step >7, 430/693, d1=0.544, d2=0.539 g=1.644 2/2 [==============================] - 0s 12ms/step >7, 431/693, d1=0.682, d2=0.592 g=2.414 2/2 [==============================] - 0s 15ms/step >7, 432/693, d1=0.571, d2=0.560 g=1.984 2/2 [==============================] - 0s 13ms/step >7, 433/693, d1=0.601, d2=0.588 g=1.456 2/2 [==============================] - 0s 13ms/step >7, 434/693, d1=0.557, d2=0.629 g=1.675 2/2 [==============================] - 0s 12ms/step >7, 435/693, d1=0.540, d2=0.596 g=1.425 2/2 [==============================] - 0s 11ms/step >7, 436/693, d1=0.679, d2=0.573 g=1.467 2/2 [==============================] - 0s 13ms/step >7, 437/693, d1=0.529, d2=0.572 g=1.349 2/2 [==============================] - 0s 12ms/step >7, 438/693, d1=0.564, d2=0.586 g=1.494 2/2 [==============================] - 0s 12ms/step >7, 439/693, d1=0.469, d2=0.547 g=1.998 2/2 [==============================] - 0s 12ms/step >7, 440/693, d1=0.573, d2=0.579 g=1.694 2/2 [==============================] - 0s 12ms/step >7, 441/693, d1=0.634, d2=0.559 g=1.799 2/2 [==============================] - 0s 14ms/step >7, 442/693, d1=0.560, d2=0.536 g=1.702 2/2 [==============================] - 0s 14ms/step >7, 443/693, d1=0.616, d2=0.551 g=1.858 2/2 [==============================] - 0s 13ms/step >7, 444/693, d1=0.562, d2=0.638 g=2.036 2/2 [==============================] - 0s 12ms/step >7, 445/693, d1=0.569, d2=0.612 g=1.173 2/2 [==============================] - 0s 12ms/step >7, 446/693, d1=0.664, d2=0.578 g=1.406 2/2 [==============================] - 0s 12ms/step >7, 447/693, d1=0.618, d2=0.535 g=2.023 2/2 [==============================] - 0s 13ms/step >7, 448/693, d1=0.623, d2=0.604 g=2.120 2/2 [==============================] - 0s 13ms/step >7, 449/693, d1=0.578, d2=0.616 g=1.796 2/2 [==============================] - 0s 13ms/step >7, 450/693, d1=0.522, d2=0.634 g=1.896 2/2 [==============================] - 0s 13ms/step >7, 451/693, d1=0.537, d2=0.454 g=1.686 2/2 [==============================] - 0s 13ms/step >7, 452/693, d1=0.573, d2=0.561 g=1.473 2/2 [==============================] - 0s 14ms/step >7, 453/693, d1=0.565, d2=0.606 g=1.310 2/2 [==============================] - 0s 12ms/step >7, 454/693, d1=0.607, d2=0.532 g=1.506 2/2 [==============================] - 0s 13ms/step >7, 455/693, d1=0.575, d2=0.612 g=1.753 2/2 [==============================] - 0s 14ms/step >7, 456/693, d1=0.569, d2=0.642 g=1.713 2/2 [==============================] - 0s 13ms/step >7, 457/693, d1=0.652, d2=0.526 g=1.636 2/2 [==============================] - 0s 12ms/step >7, 458/693, d1=0.582, d2=0.562 g=1.958 2/2 [==============================] - 0s 12ms/step >7, 459/693, d1=0.532, d2=0.519 g=1.591 2/2 [==============================] - 0s 13ms/step >7, 460/693, d1=0.695, d2=0.561 g=2.025 2/2 [==============================] - 0s 13ms/step >7, 461/693, d1=0.543, d2=0.545 g=1.508 2/2 [==============================] - 0s 14ms/step >7, 462/693, d1=0.513, d2=0.544 g=1.909 2/2 [==============================] - 0s 13ms/step >7, 463/693, d1=0.542, d2=0.641 g=1.781 2/2 [==============================] - 0s 13ms/step >7, 464/693, d1=0.578, d2=0.610 g=1.380 2/2 [==============================] - 0s 13ms/step >7, 465/693, d1=0.579, d2=0.525 g=1.822 2/2 [==============================] - 0s 14ms/step >7, 466/693, d1=0.538, d2=0.615 g=1.842 2/2 [==============================] - 0s 13ms/step >7, 467/693, d1=0.623, d2=0.653 g=1.929 2/2 [==============================] - 0s 13ms/step >7, 468/693, d1=0.631, d2=0.556 g=1.346 2/2 [==============================] - 0s 13ms/step >7, 469/693, d1=0.610, d2=0.596 g=2.249 2/2 [==============================] - 0s 14ms/step >7, 470/693, d1=0.620, d2=0.622 g=1.721 2/2 [==============================] - 0s 14ms/step >7, 471/693, d1=0.499, d2=0.599 g=2.012 2/2 [==============================] - 0s 12ms/step >7, 472/693, d1=0.628, d2=0.498 g=1.366 2/2 [==============================] - 0s 13ms/step >7, 473/693, d1=0.724, d2=0.563 g=1.576 2/2 [==============================] - 0s 13ms/step >7, 474/693, d1=0.574, d2=0.671 g=1.729 2/2 [==============================] - 0s 14ms/step >7, 475/693, d1=0.556, d2=0.537 g=1.421 2/2 [==============================] - 0s 15ms/step >7, 476/693, d1=0.565, d2=0.571 g=1.599 2/2 [==============================] - 0s 13ms/step >7, 477/693, d1=0.459, d2=0.578 g=1.615 2/2 [==============================] - 0s 12ms/step >7, 478/693, d1=0.583, d2=0.652 g=2.047 2/2 [==============================] - 0s 14ms/step >7, 479/693, d1=0.769, d2=0.604 g=1.663 2/2 [==============================] - 0s 13ms/step >7, 480/693, d1=0.518, d2=0.518 g=1.753 2/2 [==============================] - 0s 13ms/step >7, 481/693, d1=0.669, d2=0.607 g=1.416 2/2 [==============================] - 0s 14ms/step >7, 482/693, d1=0.552, d2=0.559 g=1.575 2/2 [==============================] - 0s 13ms/step >7, 483/693, d1=0.601, d2=0.567 g=1.630 2/2 [==============================] - 0s 12ms/step >7, 484/693, d1=0.577, d2=0.527 g=1.882 2/2 [==============================] - 0s 12ms/step >7, 485/693, d1=0.567, d2=0.566 g=1.532 2/2 [==============================] - 0s 13ms/step >7, 486/693, d1=0.678, d2=0.634 g=1.988 2/2 [==============================] - 0s 11ms/step >7, 487/693, d1=0.568, d2=0.586 g=1.616 2/2 [==============================] - 0s 13ms/step >7, 488/693, d1=0.579, d2=0.571 g=1.930 2/2 [==============================] - 0s 13ms/step >7, 489/693, d1=0.664, d2=0.563 g=1.539 2/2 [==============================] - 0s 13ms/step >7, 490/693, d1=0.688, d2=0.545 g=1.432 2/2 [==============================] - 0s 14ms/step >7, 491/693, d1=0.478, d2=0.668 g=1.408 2/2 [==============================] - 0s 12ms/step >7, 492/693, d1=0.593, d2=0.566 g=1.994 2/2 [==============================] - 0s 13ms/step >7, 493/693, d1=0.430, d2=0.562 g=1.659 2/2 [==============================] - 0s 14ms/step >7, 494/693, d1=0.608, d2=0.530 g=1.658 2/2 [==============================] - 0s 13ms/step >7, 495/693, d1=0.622, d2=0.561 g=1.913 2/2 [==============================] - 0s 13ms/step >7, 496/693, d1=0.646, d2=0.569 g=1.624 2/2 [==============================] - 0s 12ms/step >7, 497/693, d1=0.589, d2=0.554 g=1.908 2/2 [==============================] - 0s 12ms/step >7, 498/693, d1=0.620, d2=0.580 g=1.884 2/2 [==============================] - 0s 14ms/step >7, 499/693, d1=0.721, d2=0.633 g=1.603 2/2 [==============================] - 0s 13ms/step >7, 500/693, d1=0.600, d2=0.603 g=1.237 2/2 [==============================] - 0s 13ms/step >7, 501/693, d1=0.542, d2=0.565 g=1.714 2/2 [==============================] - 0s 14ms/step >7, 502/693, d1=0.597, d2=0.573 g=1.087 2/2 [==============================] - 0s 13ms/step >7, 503/693, d1=0.530, d2=0.609 g=1.710 2/2 [==============================] - 0s 12ms/step >7, 504/693, d1=0.473, d2=0.493 g=1.601 2/2 [==============================] - 0s 11ms/step >7, 505/693, d1=0.475, d2=0.566 g=1.549 2/2 [==============================] - 0s 12ms/step >7, 506/693, d1=0.620, d2=0.518 g=1.296 2/2 [==============================] - 0s 14ms/step >7, 507/693, d1=0.668, d2=0.629 g=1.419 2/2 [==============================] - 0s 13ms/step >7, 508/693, d1=0.551, d2=0.537 g=1.524 2/2 [==============================] - 0s 14ms/step >7, 509/693, d1=0.581, d2=0.542 g=1.897 2/2 [==============================] - 0s 13ms/step >7, 510/693, d1=0.593, d2=0.633 g=1.322 2/2 [==============================] - 0s 13ms/step >7, 511/693, d1=0.553, d2=0.660 g=1.490 2/2 [==============================] - 0s 13ms/step >7, 512/693, d1=0.574, d2=0.527 g=1.475 2/2 [==============================] - 0s 13ms/step >7, 513/693, d1=0.746, d2=0.576 g=1.641 2/2 [==============================] - 0s 12ms/step >7, 514/693, d1=0.618, d2=0.592 g=2.017 2/2 [==============================] - 0s 12ms/step >7, 515/693, d1=0.531, d2=0.565 g=1.500 2/2 [==============================] - 0s 13ms/step >7, 516/693, d1=0.621, d2=0.607 g=1.896 2/2 [==============================] - 0s 14ms/step >7, 517/693, d1=0.544, d2=0.625 g=1.670 2/2 [==============================] - 0s 14ms/step >7, 518/693, d1=0.581, d2=0.617 g=1.494 2/2 [==============================] - 0s 12ms/step >7, 519/693, d1=0.552, d2=0.560 g=1.616 2/2 [==============================] - 0s 14ms/step >7, 520/693, d1=0.610, d2=0.620 g=1.874 2/2 [==============================] - 0s 13ms/step >7, 521/693, d1=0.593, d2=0.508 g=1.805 2/2 [==============================] - 0s 15ms/step >7, 522/693, d1=0.524, d2=0.555 g=1.371 2/2 [==============================] - 0s 15ms/step >7, 523/693, d1=0.538, d2=0.531 g=1.616 2/2 [==============================] - 0s 12ms/step >7, 524/693, d1=0.573, d2=0.633 g=1.618 2/2 [==============================] - 0s 12ms/step >7, 525/693, d1=0.565, d2=0.556 g=1.543 2/2 [==============================] - 0s 13ms/step >7, 526/693, d1=0.677, d2=0.513 g=2.171 2/2 [==============================] - 0s 12ms/step >7, 527/693, d1=0.543, d2=0.559 g=1.380 2/2 [==============================] - 0s 14ms/step >7, 528/693, d1=0.641, d2=0.603 g=1.472 2/2 [==============================] - 0s 13ms/step >7, 529/693, d1=0.528, d2=0.615 g=1.376 2/2 [==============================] - 0s 13ms/step >7, 530/693, d1=0.552, d2=0.557 g=1.909 2/2 [==============================] - 0s 12ms/step >7, 531/693, d1=0.589, d2=0.513 g=1.714 2/2 [==============================] - 0s 12ms/step >7, 532/693, d1=0.533, d2=0.465 g=1.566 2/2 [==============================] - 0s 13ms/step >7, 533/693, d1=0.564, d2=0.590 g=1.266 2/2 [==============================] - 0s 11ms/step >7, 534/693, d1=0.591, d2=0.545 g=1.334 2/2 [==============================] - 0s 12ms/step >7, 535/693, d1=0.531, d2=0.603 g=1.540 2/2 [==============================] - 0s 13ms/step >7, 536/693, d1=0.612, d2=0.503 g=2.146 2/2 [==============================] - 0s 13ms/step >7, 537/693, d1=0.565, d2=0.562 g=1.624 2/2 [==============================] - 0s 13ms/step >7, 538/693, d1=0.528, d2=0.596 g=1.539 2/2 [==============================] - 0s 13ms/step >7, 539/693, d1=0.560, d2=0.527 g=1.835 2/2 [==============================] - 0s 13ms/step >7, 540/693, d1=0.628, d2=0.567 g=1.506 2/2 [==============================] - 0s 12ms/step >7, 541/693, d1=0.688, d2=0.532 g=1.659 2/2 [==============================] - 0s 11ms/step >7, 542/693, d1=0.524, d2=0.694 g=1.660 2/2 [==============================] - 0s 12ms/step >7, 543/693, d1=0.539, d2=0.571 g=2.050 2/2 [==============================] - 0s 13ms/step >7, 544/693, d1=0.522, d2=0.551 g=1.298 2/2 [==============================] - 0s 12ms/step >7, 545/693, d1=0.737, d2=0.619 g=1.239 2/2 [==============================] - 0s 14ms/step >7, 546/693, d1=0.435, d2=0.658 g=1.728 2/2 [==============================] - 0s 13ms/step >7, 547/693, d1=0.588, d2=0.592 g=1.446 2/2 [==============================] - 0s 13ms/step >7, 548/693, d1=0.598, d2=0.509 g=1.645 2/2 [==============================] - 0s 13ms/step >7, 549/693, d1=0.673, d2=0.565 g=1.312 2/2 [==============================] - 0s 14ms/step >7, 550/693, d1=0.580, d2=0.555 g=1.457 2/2 [==============================] - 0s 13ms/step >7, 551/693, d1=0.524, d2=0.556 g=1.868 2/2 [==============================] - 0s 11ms/step >7, 552/693, d1=0.625, d2=0.605 g=1.220 2/2 [==============================] - 0s 12ms/step >7, 553/693, d1=0.567, d2=0.571 g=1.411 2/2 [==============================] - 0s 13ms/step >7, 554/693, d1=0.552, d2=0.652 g=1.756 2/2 [==============================] - 0s 12ms/step >7, 555/693, d1=0.593, d2=0.550 g=1.857 2/2 [==============================] - 0s 13ms/step >7, 556/693, d1=0.576, d2=0.567 g=2.124 2/2 [==============================] - 0s 14ms/step >7, 557/693, d1=0.554, d2=0.569 g=1.973 2/2 [==============================] - 0s 12ms/step >7, 558/693, d1=0.612, d2=0.520 g=1.479 2/2 [==============================] - 0s 14ms/step >7, 559/693, d1=0.597, d2=0.679 g=1.855 2/2 [==============================] - 0s 13ms/step >7, 560/693, d1=0.585, d2=0.535 g=1.408 2/2 [==============================] - 0s 11ms/step >7, 561/693, d1=0.566, d2=0.525 g=2.428 2/2 [==============================] - 0s 12ms/step >7, 562/693, d1=0.621, d2=0.549 g=1.662 2/2 [==============================] - 0s 13ms/step >7, 563/693, d1=0.580, d2=0.553 g=1.365 2/2 [==============================] - 0s 12ms/step >7, 564/693, d1=0.560, d2=0.613 g=1.808 2/2 [==============================] - 0s 13ms/step >7, 565/693, d1=0.618, d2=0.545 g=1.353 2/2 [==============================] - 0s 11ms/step >7, 566/693, d1=0.583, d2=0.637 g=1.899 2/2 [==============================] - 0s 13ms/step >7, 567/693, d1=0.541, d2=0.589 g=2.173 2/2 [==============================] - 0s 13ms/step >7, 568/693, d1=0.612, d2=0.484 g=2.068 2/2 [==============================] - 0s 13ms/step >7, 569/693, d1=0.642, d2=0.589 g=1.754 2/2 [==============================] - 0s 12ms/step >7, 570/693, d1=0.582, d2=0.627 g=1.706 2/2 [==============================] - 0s 14ms/step >7, 571/693, d1=0.538, d2=0.466 g=1.641 2/2 [==============================] - 0s 14ms/step >7, 572/693, d1=0.603, d2=0.588 g=1.495 2/2 [==============================] - 0s 14ms/step >7, 573/693, d1=0.592, d2=0.570 g=1.963 2/2 [==============================] - 0s 14ms/step >7, 574/693, d1=0.582, d2=0.597 g=1.428 2/2 [==============================] - 0s 12ms/step >7, 575/693, d1=0.521, d2=0.619 g=1.538 2/2 [==============================] - 0s 13ms/step >7, 576/693, d1=0.583, d2=0.548 g=1.693 2/2 [==============================] - 0s 11ms/step >7, 577/693, d1=0.592, d2=0.558 g=1.802 2/2 [==============================] - 0s 13ms/step >7, 578/693, d1=0.538, d2=0.518 g=1.944 2/2 [==============================] - 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0s 12ms/step >7, 590/693, d1=0.687, d2=0.628 g=1.753 2/2 [==============================] - 0s 12ms/step >7, 591/693, d1=0.556, d2=0.594 g=1.456 2/2 [==============================] - 0s 13ms/step >7, 592/693, d1=0.714, d2=0.543 g=1.377 2/2 [==============================] - 0s 12ms/step >7, 593/693, d1=0.549, d2=0.601 g=1.719 2/2 [==============================] - 0s 14ms/step >7, 594/693, d1=0.590, d2=0.590 g=1.280 2/2 [==============================] - 0s 14ms/step >7, 595/693, d1=0.640, d2=0.578 g=1.646 2/2 [==============================] - 0s 14ms/step >7, 596/693, d1=0.631, d2=0.596 g=1.655 2/2 [==============================] - 0s 13ms/step >7, 597/693, d1=0.561, d2=0.571 g=1.702 2/2 [==============================] - 0s 12ms/step >7, 598/693, d1=0.524, d2=0.538 g=1.496 2/2 [==============================] - 0s 13ms/step >7, 599/693, d1=0.597, d2=0.631 g=1.637 2/2 [==============================] - 0s 13ms/step >7, 600/693, d1=0.557, d2=0.543 g=1.758 2/2 [==============================] - 0s 14ms/step >7, 601/693, d1=0.604, d2=0.507 g=1.502 2/2 [==============================] - 0s 13ms/step >7, 602/693, d1=0.640, d2=0.580 g=1.548 2/2 [==============================] - 0s 12ms/step >7, 603/693, d1=0.518, d2=0.638 g=2.076 2/2 [==============================] - 0s 14ms/step >7, 604/693, d1=0.644, d2=0.572 g=1.928 2/2 [==============================] - 0s 12ms/step >7, 605/693, d1=0.579, d2=0.596 g=1.626 2/2 [==============================] - 0s 13ms/step >7, 606/693, d1=0.636, d2=0.541 g=1.884 2/2 [==============================] - 0s 13ms/step >7, 607/693, d1=0.550, d2=0.585 g=1.012 2/2 [==============================] - 0s 13ms/step >7, 608/693, d1=0.501, d2=0.576 g=1.538 2/2 [==============================] - 0s 13ms/step >7, 609/693, d1=0.609, d2=0.555 g=2.046 2/2 [==============================] - 0s 12ms/step >7, 610/693, d1=0.583, d2=0.591 g=1.500 2/2 [==============================] - 0s 13ms/step >7, 611/693, d1=0.582, d2=0.600 g=1.566 2/2 [==============================] - 0s 14ms/step >7, 612/693, d1=0.553, d2=0.531 g=1.643 2/2 [==============================] - 0s 14ms/step >7, 613/693, d1=0.515, d2=0.551 g=1.658 2/2 [==============================] - 0s 11ms/step >7, 614/693, d1=0.611, d2=0.539 g=1.369 2/2 [==============================] - 0s 12ms/step >7, 615/693, d1=0.640, d2=0.556 g=1.725 2/2 [==============================] - 0s 13ms/step >7, 616/693, d1=0.588, d2=0.518 g=1.952 2/2 [==============================] - 0s 13ms/step >7, 617/693, d1=0.562, d2=0.670 g=1.310 2/2 [==============================] - 0s 12ms/step >7, 618/693, d1=0.493, d2=0.587 g=1.831 2/2 [==============================] - 0s 12ms/step >7, 619/693, d1=0.665, d2=0.542 g=2.533 2/2 [==============================] - 0s 13ms/step >7, 620/693, d1=0.599, d2=0.577 g=1.918 2/2 [==============================] - 0s 13ms/step >7, 621/693, d1=0.550, d2=0.552 g=2.000 2/2 [==============================] - 0s 13ms/step >7, 622/693, d1=0.522, d2=0.608 g=1.443 2/2 [==============================] - 0s 12ms/step >7, 623/693, d1=0.522, d2=0.561 g=2.500 2/2 [==============================] - 0s 15ms/step >7, 624/693, d1=0.611, d2=0.572 g=1.676 2/2 [==============================] - 0s 14ms/step >7, 625/693, d1=0.722, d2=0.589 g=2.705 2/2 [==============================] - 0s 14ms/step >7, 626/693, d1=0.521, d2=0.703 g=1.613 2/2 [==============================] - 0s 12ms/step >7, 627/693, d1=0.542, d2=0.506 g=1.849 2/2 [==============================] - 0s 13ms/step >7, 628/693, d1=0.648, d2=0.603 g=1.533 2/2 [==============================] - 0s 13ms/step >7, 629/693, d1=0.601, d2=0.612 g=1.850 2/2 [==============================] - 0s 11ms/step >7, 630/693, d1=0.585, d2=0.535 g=1.186 2/2 [==============================] - 0s 14ms/step >7, 631/693, d1=0.596, d2=0.736 g=1.713 2/2 [==============================] - 0s 13ms/step >7, 632/693, d1=0.562, d2=0.510 g=1.552 2/2 [==============================] - 0s 11ms/step >7, 633/693, d1=0.595, d2=0.495 g=1.305 2/2 [==============================] - 0s 13ms/step >7, 634/693, d1=0.506, d2=0.531 g=1.987 2/2 [==============================] - 0s 13ms/step >7, 635/693, d1=0.562, d2=0.600 g=1.619 2/2 [==============================] - 0s 14ms/step >7, 636/693, d1=0.658, d2=0.506 g=2.011 2/2 [==============================] - 0s 12ms/step >7, 637/693, d1=0.540, d2=0.573 g=2.185 2/2 [==============================] - 0s 13ms/step >7, 638/693, d1=0.614, d2=0.597 g=2.012 2/2 [==============================] - 0s 13ms/step >7, 639/693, d1=0.571, d2=0.667 g=1.957 2/2 [==============================] - 0s 13ms/step >7, 640/693, d1=0.651, d2=0.541 g=1.807 2/2 [==============================] - 0s 13ms/step >7, 641/693, d1=0.585, d2=0.514 g=1.579 2/2 [==============================] - 0s 13ms/step >7, 642/693, d1=0.566, d2=0.659 g=1.422 2/2 [==============================] - 0s 13ms/step >7, 643/693, d1=0.532, d2=0.623 g=2.033 2/2 [==============================] - 0s 14ms/step >7, 644/693, d1=0.631, d2=0.486 g=1.421 2/2 [==============================] - 0s 13ms/step >7, 645/693, d1=0.500, d2=0.546 g=1.760 2/2 [==============================] - 0s 13ms/step >7, 646/693, d1=0.568, d2=0.569 g=2.151 2/2 [==============================] - 0s 13ms/step >7, 647/693, d1=0.588, d2=0.609 g=1.668 2/2 [==============================] - 0s 14ms/step >7, 648/693, d1=0.551, d2=0.534 g=1.344 2/2 [==============================] - 0s 13ms/step >7, 649/693, d1=0.656, d2=0.528 g=2.327 2/2 [==============================] - 0s 15ms/step >7, 650/693, d1=0.568, d2=0.593 g=1.521 2/2 [==============================] - 0s 11ms/step >7, 651/693, d1=0.592, d2=0.581 g=1.604 2/2 [==============================] - 0s 13ms/step >7, 652/693, d1=0.578, d2=0.550 g=1.838 2/2 [==============================] - 0s 14ms/step >7, 653/693, d1=0.517, d2=0.591 g=1.184 2/2 [==============================] - 0s 14ms/step >7, 654/693, d1=0.590, d2=0.601 g=1.933 2/2 [==============================] - 0s 13ms/step >7, 655/693, d1=0.516, d2=0.535 g=1.899 2/2 [==============================] - 0s 13ms/step >7, 656/693, d1=0.644, d2=0.603 g=1.894 2/2 [==============================] - 0s 12ms/step >7, 657/693, d1=0.614, d2=0.577 g=1.471 2/2 [==============================] - 0s 12ms/step >7, 658/693, d1=0.626, d2=0.589 g=2.079 2/2 [==============================] - 0s 12ms/step >7, 659/693, d1=0.551, d2=0.539 g=1.620 2/2 [==============================] - 0s 13ms/step >7, 660/693, d1=0.626, d2=0.610 g=1.267 2/2 [==============================] - 0s 11ms/step >7, 661/693, d1=0.539, d2=0.531 g=2.032 2/2 [==============================] - 0s 13ms/step >7, 662/693, d1=0.599, d2=0.546 g=1.754 2/2 [==============================] - 0s 12ms/step >7, 663/693, d1=0.562, d2=0.660 g=2.117 2/2 [==============================] - 0s 14ms/step >7, 664/693, d1=0.522, d2=0.577 g=2.054 2/2 [==============================] - 0s 12ms/step >7, 665/693, d1=0.553, d2=0.506 g=1.645 2/2 [==============================] - 0s 13ms/step >7, 666/693, d1=0.552, d2=0.479 g=1.405 2/2 [==============================] - 0s 13ms/step >7, 667/693, d1=0.542, d2=0.555 g=1.717 2/2 [==============================] - 0s 13ms/step >7, 668/693, d1=0.677, d2=0.675 g=1.808 2/2 [==============================] - 0s 13ms/step >7, 669/693, d1=0.555, d2=0.631 g=1.827 2/2 [==============================] - 0s 14ms/step >7, 670/693, d1=0.612, d2=0.563 g=1.599 2/2 [==============================] - 0s 14ms/step >7, 671/693, d1=0.595, d2=0.557 g=2.088 2/2 [==============================] - 0s 13ms/step >7, 672/693, d1=0.663, d2=0.564 g=1.568 2/2 [==============================] - 0s 12ms/step >7, 673/693, d1=0.598, d2=0.526 g=1.345 2/2 [==============================] - 0s 13ms/step >7, 674/693, d1=0.558, d2=0.533 g=2.143 2/2 [==============================] - 0s 12ms/step >7, 675/693, d1=0.599, d2=0.573 g=1.807 2/2 [==============================] - 0s 14ms/step >7, 676/693, d1=0.569, d2=0.540 g=1.563 2/2 [==============================] - 0s 13ms/step >7, 677/693, d1=0.604, d2=0.517 g=1.826 2/2 [==============================] - 0s 13ms/step >7, 678/693, d1=0.603, d2=0.598 g=2.005 2/2 [==============================] - 0s 13ms/step >7, 679/693, d1=0.519, d2=0.523 g=1.363 2/2 [==============================] - 0s 14ms/step >7, 680/693, d1=0.529, d2=0.651 g=1.863 2/2 [==============================] - 0s 14ms/step >7, 681/693, d1=0.642, d2=0.623 g=1.925 2/2 [==============================] - 0s 11ms/step >7, 682/693, d1=0.580, d2=0.566 g=1.838 2/2 [==============================] - 0s 13ms/step >7, 683/693, d1=0.568, d2=0.504 g=1.655 2/2 [==============================] - 0s 13ms/step >7, 684/693, d1=0.647, d2=0.628 g=1.520 2/2 [==============================] - 0s 14ms/step >7, 685/693, d1=0.580, d2=0.596 g=2.007 2/2 [==============================] - 0s 14ms/step >7, 686/693, d1=0.487, d2=0.573 g=2.129 2/2 [==============================] - 0s 11ms/step >7, 687/693, d1=0.583, d2=0.492 g=1.311 2/2 [==============================] - 0s 14ms/step >7, 688/693, d1=0.554, d2=0.587 g=1.497 2/2 [==============================] - 0s 12ms/step >7, 689/693, d1=0.570, d2=0.629 g=1.952 2/2 [==============================] - 0s 12ms/step >7, 690/693, d1=0.586, d2=0.567 g=1.722 2/2 [==============================] - 0s 13ms/step >7, 691/693, d1=0.621, d2=0.518 g=1.557 2/2 [==============================] - 0s 12ms/step >7, 692/693, d1=0.622, d2=0.630 g=2.042 2/2 [==============================] - 0s 12ms/step >7, 693/693, d1=0.578, d2=0.534 g=1.680 2/2 [==============================] - 0s 13ms/step >8, 1/693, d1=0.569, d2=0.585 g=1.636 2/2 [==============================] - 0s 12ms/step >8, 2/693, d1=0.492, d2=0.581 g=1.772 2/2 [==============================] - 0s 14ms/step >8, 3/693, d1=0.592, d2=0.643 g=1.482 2/2 [==============================] - 0s 12ms/step >8, 4/693, d1=0.510, d2=0.495 g=1.456 2/2 [==============================] - 0s 14ms/step >8, 5/693, d1=0.654, d2=0.598 g=1.161 2/2 [==============================] - 0s 13ms/step >8, 6/693, d1=0.604, d2=0.636 g=1.599 2/2 [==============================] - 0s 12ms/step >8, 7/693, d1=0.623, d2=0.557 g=1.413 2/2 [==============================] - 0s 12ms/step >8, 8/693, d1=0.614, d2=0.594 g=1.798 2/2 [==============================] - 0s 14ms/step >8, 9/693, d1=0.543, d2=0.499 g=1.471 2/2 [==============================] - 0s 13ms/step >8, 10/693, d1=0.574, d2=0.610 g=2.155 2/2 [==============================] - 0s 14ms/step >8, 11/693, d1=0.517, d2=0.628 g=1.448 2/2 [==============================] - 0s 13ms/step >8, 12/693, d1=0.584, d2=0.568 g=1.600 2/2 [==============================] - 0s 13ms/step >8, 13/693, d1=0.608, d2=0.451 g=1.337 2/2 [==============================] - 0s 12ms/step >8, 14/693, d1=0.621, d2=0.606 g=1.371 2/2 [==============================] - 0s 13ms/step >8, 15/693, d1=0.576, d2=0.651 g=1.160 2/2 [==============================] - 0s 12ms/step >8, 16/693, d1=0.565, d2=0.594 g=1.452 2/2 [==============================] - 0s 14ms/step >8, 17/693, d1=0.555, d2=0.590 g=1.520 2/2 [==============================] - 0s 12ms/step >8, 18/693, d1=0.538, d2=0.494 g=2.040 2/2 [==============================] - 0s 12ms/step >8, 19/693, d1=0.603, d2=0.562 g=1.384 2/2 [==============================] - 0s 14ms/step >8, 20/693, d1=0.518, d2=0.499 g=1.725 2/2 [==============================] - 0s 13ms/step >8, 21/693, d1=0.652, d2=0.609 g=2.128 2/2 [==============================] - 0s 14ms/step >8, 22/693, d1=0.550, d2=0.618 g=1.600 2/2 [==============================] - 0s 13ms/step >8, 23/693, d1=0.633, d2=0.573 g=1.513 2/2 [==============================] - 0s 13ms/step >8, 24/693, d1=0.562, d2=0.568 g=1.729 2/2 [==============================] - 0s 13ms/step >8, 25/693, d1=0.541, d2=0.585 g=1.827 2/2 [==============================] - 0s 13ms/step >8, 26/693, d1=0.545, d2=0.511 g=1.324 2/2 [==============================] - 0s 13ms/step >8, 27/693, d1=0.622, d2=0.545 g=1.896 2/2 [==============================] - 0s 14ms/step >8, 28/693, d1=0.625, d2=0.515 g=1.965 2/2 [==============================] - 0s 14ms/step >8, 29/693, d1=0.555, d2=0.566 g=1.600 2/2 [==============================] - 0s 13ms/step >8, 30/693, d1=0.629, d2=0.512 g=1.246 2/2 [==============================] - 0s 14ms/step >8, 31/693, d1=0.630, d2=0.633 g=1.561 2/2 [==============================] - 0s 13ms/step >8, 32/693, d1=0.524, d2=0.687 g=1.618 2/2 [==============================] - 0s 13ms/step >8, 33/693, d1=0.567, d2=0.519 g=2.278 2/2 [==============================] - 0s 12ms/step >8, 34/693, d1=0.633, d2=0.525 g=1.904 2/2 [==============================] - 0s 13ms/step >8, 35/693, d1=0.586, d2=0.556 g=1.529 2/2 [==============================] - 0s 11ms/step >8, 36/693, d1=0.642, d2=0.542 g=1.678 2/2 [==============================] - 0s 14ms/step >8, 37/693, d1=0.585, d2=0.719 g=1.645 2/2 [==============================] - 0s 13ms/step >8, 38/693, d1=0.556, d2=0.570 g=2.105 2/2 [==============================] - 0s 13ms/step >8, 39/693, d1=0.501, d2=0.569 g=2.422 2/2 [==============================] - 0s 12ms/step >8, 40/693, d1=0.627, d2=0.551 g=1.726 2/2 [==============================] - 0s 13ms/step >8, 41/693, d1=0.668, d2=0.543 g=1.443 2/2 [==============================] - 0s 14ms/step >8, 42/693, d1=0.503, d2=0.741 g=2.068 2/2 [==============================] - 0s 12ms/step >8, 43/693, d1=0.650, d2=0.565 g=2.231 2/2 [==============================] - 0s 13ms/step >8, 44/693, d1=0.680, d2=0.606 g=1.666 2/2 [==============================] - 0s 13ms/step >8, 45/693, d1=0.619, d2=0.609 g=1.479 2/2 [==============================] - 0s 13ms/step >8, 46/693, d1=0.540, d2=0.570 g=1.760 2/2 [==============================] - 0s 13ms/step >8, 47/693, d1=0.648, d2=0.531 g=1.994 2/2 [==============================] - 0s 13ms/step >8, 48/693, d1=0.596, d2=0.651 g=1.985 2/2 [==============================] - 0s 13ms/step >8, 49/693, d1=0.511, d2=0.536 g=2.237 2/2 [==============================] - 0s 14ms/step >8, 50/693, d1=0.565, d2=0.517 g=1.799 2/2 [==============================] - 0s 12ms/step >8, 51/693, d1=0.621, d2=0.642 g=1.686 2/2 [==============================] - 0s 13ms/step >8, 52/693, d1=0.574, d2=0.559 g=1.427 2/2 [==============================] - 0s 13ms/step >8, 53/693, d1=0.561, d2=0.554 g=1.802 2/2 [==============================] - 0s 13ms/step >8, 54/693, d1=0.623, d2=0.542 g=1.386 2/2 [==============================] - 0s 14ms/step >8, 55/693, d1=0.597, d2=0.571 g=2.321 2/2 [==============================] - 0s 15ms/step >8, 56/693, d1=0.570, d2=0.660 g=1.628 2/2 [==============================] - 0s 12ms/step >8, 57/693, d1=0.713, d2=0.517 g=1.484 2/2 [==============================] - 0s 13ms/step >8, 58/693, d1=0.651, d2=0.600 g=1.606 2/2 [==============================] - 0s 14ms/step >8, 59/693, d1=0.571, d2=0.574 g=1.489 2/2 [==============================] - 0s 12ms/step >8, 60/693, d1=0.504, d2=0.620 g=1.930 2/2 [==============================] - 0s 12ms/step >8, 61/693, d1=0.605, d2=0.534 g=1.505 2/2 [==============================] - 0s 12ms/step >8, 62/693, d1=0.544, d2=0.479 g=1.682 2/2 [==============================] - 0s 14ms/step >8, 63/693, d1=0.529, d2=0.598 g=1.320 2/2 [==============================] - 0s 13ms/step >8, 64/693, d1=0.632, d2=0.581 g=1.886 2/2 [==============================] - 0s 12ms/step >8, 65/693, d1=0.553, d2=0.687 g=1.662 2/2 [==============================] - 0s 14ms/step >8, 66/693, d1=0.578, d2=0.591 g=1.705 2/2 [==============================] - 0s 14ms/step >8, 67/693, d1=0.586, d2=0.594 g=1.365 2/2 [==============================] - 0s 13ms/step >8, 68/693, d1=0.622, d2=0.572 g=1.489 2/2 [==============================] - 0s 13ms/step >8, 69/693, d1=0.575, d2=0.571 g=2.000 2/2 [==============================] - 0s 12ms/step >8, 70/693, d1=0.518, d2=0.535 g=1.909 2/2 [==============================] - 0s 13ms/step >8, 71/693, d1=0.576, d2=0.604 g=2.184 2/2 [==============================] - 0s 14ms/step >8, 72/693, d1=0.601, d2=0.514 g=1.544 2/2 [==============================] - 0s 13ms/step >8, 73/693, d1=0.613, d2=0.465 g=1.645 2/2 [==============================] - 0s 12ms/step >8, 74/693, d1=0.710, d2=0.629 g=1.882 2/2 [==============================] - 0s 13ms/step >8, 75/693, d1=0.566, d2=0.630 g=1.415 2/2 [==============================] - 0s 14ms/step >8, 76/693, d1=0.515, d2=0.569 g=1.687 2/2 [==============================] - 0s 13ms/step >8, 77/693, d1=0.593, d2=0.601 g=1.898 2/2 [==============================] - 0s 13ms/step >8, 78/693, d1=0.604, d2=0.566 g=1.910 2/2 [==============================] - 0s 12ms/step >8, 79/693, d1=0.488, d2=0.535 g=1.343 2/2 [==============================] - 0s 14ms/step >8, 80/693, d1=0.584, d2=0.570 g=1.505 2/2 [==============================] - 0s 15ms/step >8, 81/693, d1=0.649, d2=0.612 g=1.759 2/2 [==============================] - 0s 14ms/step >8, 82/693, d1=0.535, d2=0.588 g=1.459 2/2 [==============================] - 0s 15ms/step >8, 83/693, d1=0.526, d2=0.520 g=1.848 2/2 [==============================] - 0s 13ms/step >8, 84/693, d1=0.592, d2=0.571 g=1.376 2/2 [==============================] - 0s 13ms/step >8, 85/693, d1=0.570, d2=0.572 g=1.712 2/2 [==============================] - 0s 13ms/step >8, 86/693, d1=0.597, d2=0.626 g=1.966 2/2 [==============================] - 0s 14ms/step >8, 87/693, d1=0.572, d2=0.538 g=1.114 2/2 [==============================] - 0s 14ms/step >8, 88/693, d1=0.688, d2=0.604 g=1.728 2/2 [==============================] - 0s 12ms/step >8, 89/693, d1=0.522, d2=0.636 g=1.680 2/2 [==============================] - 0s 12ms/step >8, 90/693, d1=0.590, d2=0.643 g=1.904 2/2 [==============================] - 0s 14ms/step >8, 91/693, d1=0.542, d2=0.565 g=1.795 2/2 [==============================] - 0s 12ms/step >8, 92/693, d1=0.598, d2=0.624 g=2.339 2/2 [==============================] - 0s 13ms/step >8, 93/693, d1=0.699, d2=0.531 g=1.703 2/2 [==============================] - 0s 12ms/step >8, 94/693, d1=0.575, d2=0.591 g=1.528 2/2 [==============================] - 0s 14ms/step >8, 95/693, d1=0.546, d2=0.515 g=1.548 2/2 [==============================] - 0s 14ms/step >8, 96/693, d1=0.664, d2=0.588 g=1.782 2/2 [==============================] - 0s 14ms/step >8, 97/693, d1=0.524, d2=0.549 g=1.818 2/2 [==============================] - 0s 12ms/step >8, 98/693, d1=0.624, d2=0.631 g=1.539 2/2 [==============================] - 0s 13ms/step >8, 99/693, d1=0.566, d2=0.581 g=2.226 2/2 [==============================] - 0s 13ms/step >8, 100/693, d1=0.565, d2=0.617 g=2.137 2/2 [==============================] - 0s 13ms/step >8, 101/693, d1=0.560, d2=0.519 g=1.610 2/2 [==============================] - 0s 14ms/step >8, 102/693, d1=0.575, d2=0.520 g=1.863 2/2 [==============================] - 0s 13ms/step >8, 103/693, d1=0.632, d2=0.566 g=1.799 2/2 [==============================] - 0s 13ms/step >8, 104/693, d1=0.514, d2=0.550 g=1.964 2/2 [==============================] - 0s 12ms/step >8, 105/693, d1=0.659, d2=0.605 g=1.036 2/2 [==============================] - 0s 13ms/step >8, 106/693, d1=0.460, d2=0.672 g=1.743 2/2 [==============================] - 0s 13ms/step >8, 107/693, d1=0.552, d2=0.595 g=2.005 2/2 [==============================] - 0s 13ms/step >8, 108/693, d1=0.680, d2=0.517 g=1.408 2/2 [==============================] - 0s 13ms/step >8, 109/693, d1=0.541, d2=0.571 g=1.793 2/2 [==============================] - 0s 12ms/step >8, 110/693, d1=0.666, d2=0.502 g=1.588 2/2 [==============================] - 0s 12ms/step >8, 111/693, d1=0.529, d2=0.563 g=1.371 2/2 [==============================] - 0s 13ms/step >8, 112/693, d1=0.605, d2=0.658 g=1.499 2/2 [==============================] - 0s 12ms/step >8, 113/693, d1=0.570, d2=0.496 g=1.529 2/2 [==============================] - 0s 12ms/step >8, 114/693, d1=0.528, d2=0.544 g=1.691 2/2 [==============================] - 0s 13ms/step >8, 115/693, d1=0.595, d2=0.611 g=1.589 2/2 [==============================] - 0s 12ms/step >8, 116/693, d1=0.550, d2=0.574 g=1.864 2/2 [==============================] - 0s 12ms/step >8, 117/693, d1=0.665, d2=0.603 g=1.833 2/2 [==============================] - 0s 12ms/step >8, 118/693, d1=0.668, d2=0.570 g=1.718 2/2 [==============================] - 0s 13ms/step >8, 119/693, d1=0.643, d2=0.692 g=1.724 2/2 [==============================] - 0s 12ms/step >8, 120/693, d1=0.472, d2=0.595 g=1.552 2/2 [==============================] - 0s 13ms/step >8, 121/693, d1=0.549, d2=0.549 g=1.459 2/2 [==============================] - 0s 13ms/step >8, 122/693, d1=0.591, d2=0.597 g=1.564 2/2 [==============================] - 0s 13ms/step >8, 123/693, d1=0.608, d2=0.602 g=1.684 2/2 [==============================] - 0s 14ms/step >8, 124/693, d1=0.655, d2=0.568 g=1.408 2/2 [==============================] - 0s 14ms/step >8, 125/693, d1=0.573, d2=0.573 g=1.962 2/2 [==============================] - 0s 14ms/step >8, 126/693, d1=0.580, d2=0.557 g=1.576 2/2 [==============================] - 0s 14ms/step >8, 127/693, d1=0.657, d2=0.538 g=1.587 2/2 [==============================] - 0s 13ms/step >8, 128/693, d1=0.541, d2=0.501 g=1.274 2/2 [==============================] - 0s 13ms/step >8, 129/693, d1=0.544, d2=0.634 g=1.500 2/2 [==============================] - 0s 13ms/step >8, 130/693, d1=0.595, d2=0.513 g=1.719 2/2 [==============================] - 0s 13ms/step >8, 131/693, d1=0.513, d2=0.603 g=1.358 2/2 [==============================] - 0s 13ms/step >8, 132/693, d1=0.531, d2=0.655 g=1.802 2/2 [==============================] - 0s 14ms/step >8, 133/693, d1=0.646, d2=0.533 g=1.382 2/2 [==============================] - 0s 12ms/step >8, 134/693, d1=0.650, d2=0.530 g=1.566 2/2 [==============================] - 0s 14ms/step >8, 135/693, d1=0.622, d2=0.561 g=1.498 2/2 [==============================] - 0s 14ms/step >8, 136/693, d1=0.694, d2=0.556 g=2.029 2/2 [==============================] - 0s 13ms/step >8, 137/693, d1=0.460, d2=0.628 g=1.477 2/2 [==============================] - 0s 11ms/step >8, 138/693, d1=0.540, d2=0.586 g=1.680 2/2 [==============================] - 0s 11ms/step >8, 139/693, d1=0.603, d2=0.521 g=1.779 2/2 [==============================] - 0s 13ms/step >8, 140/693, d1=0.574, d2=0.482 g=1.669 2/2 [==============================] - 0s 13ms/step >8, 141/693, d1=0.500, d2=0.625 g=2.207 2/2 [==============================] - 0s 14ms/step >8, 142/693, d1=0.579, d2=0.508 g=1.312 2/2 [==============================] - 0s 12ms/step >8, 143/693, d1=0.600, d2=0.562 g=1.676 2/2 [==============================] - 0s 13ms/step >8, 144/693, d1=0.514, d2=0.494 g=1.847 2/2 [==============================] - 0s 13ms/step >8, 145/693, d1=0.605, d2=0.576 g=2.139 2/2 [==============================] - 0s 12ms/step >8, 146/693, d1=0.548, d2=0.587 g=2.119 2/2 [==============================] - 0s 12ms/step >8, 147/693, d1=0.541, d2=0.537 g=2.042 2/2 [==============================] - 0s 13ms/step >8, 148/693, d1=0.534, d2=0.547 g=1.948 2/2 [==============================] - 0s 13ms/step >8, 149/693, d1=0.650, d2=0.554 g=1.764 2/2 [==============================] - 0s 14ms/step >8, 150/693, d1=0.521, d2=0.587 g=1.634 2/2 [==============================] - 0s 13ms/step >8, 151/693, d1=0.562, d2=0.503 g=1.754 2/2 [==============================] - 0s 13ms/step >8, 152/693, d1=0.625, d2=0.567 g=1.564 2/2 [==============================] - 0s 13ms/step >8, 153/693, d1=0.532, d2=0.570 g=1.259 2/2 [==============================] - 0s 12ms/step >8, 154/693, d1=0.598, d2=0.539 g=2.926 2/2 [==============================] - 0s 13ms/step >8, 155/693, d1=0.517, d2=0.617 g=1.516 2/2 [==============================] - 0s 12ms/step >8, 156/693, d1=0.523, d2=0.556 g=1.719 2/2 [==============================] - 0s 12ms/step >8, 157/693, d1=0.569, d2=0.547 g=1.895 2/2 [==============================] - 0s 13ms/step >8, 158/693, d1=0.553, d2=0.532 g=1.399 2/2 [==============================] - 0s 12ms/step >8, 159/693, d1=0.622, d2=0.518 g=1.616 2/2 [==============================] - 0s 13ms/step >8, 160/693, d1=0.622, d2=0.557 g=1.258 2/2 [==============================] - 0s 12ms/step >8, 161/693, d1=0.604, d2=0.694 g=1.636 2/2 [==============================] - 0s 13ms/step >8, 162/693, d1=0.517, d2=0.577 g=1.955 2/2 [==============================] - 0s 12ms/step >8, 163/693, d1=0.505, d2=0.539 g=1.430 2/2 [==============================] - 0s 13ms/step >8, 164/693, d1=0.565, d2=0.533 g=1.639 2/2 [==============================] - 0s 13ms/step >8, 165/693, d1=0.646, d2=0.620 g=2.373 2/2 [==============================] - 0s 13ms/step >8, 166/693, d1=0.597, d2=0.536 g=1.509 2/2 [==============================] - 0s 12ms/step >8, 167/693, d1=0.488, d2=0.631 g=2.605 2/2 [==============================] - 0s 12ms/step >8, 168/693, d1=0.581, d2=0.548 g=2.230 2/2 [==============================] - 0s 14ms/step >8, 169/693, d1=0.644, d2=0.607 g=1.452 2/2 [==============================] - 0s 13ms/step >8, 170/693, d1=0.534, d2=0.585 g=1.981 2/2 [==============================] - 0s 13ms/step >8, 171/693, d1=0.599, d2=0.643 g=1.299 2/2 [==============================] - 0s 12ms/step >8, 172/693, d1=0.496, d2=0.467 g=1.579 2/2 [==============================] - 0s 12ms/step >8, 173/693, d1=0.623, d2=0.514 g=1.292 2/2 [==============================] - 0s 13ms/step >8, 174/693, d1=0.560, d2=0.587 g=2.025 2/2 [==============================] - 0s 14ms/step >8, 175/693, d1=0.573, d2=0.646 g=1.852 2/2 [==============================] - 0s 13ms/step >8, 176/693, d1=0.632, d2=0.527 g=1.967 2/2 [==============================] - 0s 12ms/step >8, 177/693, d1=0.563, d2=0.576 g=1.612 2/2 [==============================] - 0s 15ms/step >8, 178/693, d1=0.697, d2=0.592 g=2.067 2/2 [==============================] - 0s 13ms/step >8, 179/693, d1=0.521, d2=0.477 g=2.101 2/2 [==============================] - 0s 12ms/step >8, 180/693, d1=0.531, d2=0.577 g=1.725 2/2 [==============================] - 0s 12ms/step >8, 181/693, d1=0.656, d2=0.652 g=2.762 2/2 [==============================] - 0s 13ms/step >8, 182/693, d1=0.579, d2=0.453 g=1.718 2/2 [==============================] - 0s 13ms/step >8, 183/693, d1=0.566, d2=0.627 g=1.924 2/2 [==============================] - 0s 13ms/step >8, 184/693, d1=0.601, d2=0.547 g=2.371 2/2 [==============================] - 0s 13ms/step >8, 185/693, d1=0.687, d2=0.565 g=1.578 2/2 [==============================] - 0s 13ms/step >8, 186/693, d1=0.650, d2=0.665 g=1.610 2/2 [==============================] - 0s 11ms/step >8, 187/693, d1=0.651, d2=0.599 g=1.517 2/2 [==============================] - 0s 12ms/step >8, 188/693, d1=0.523, d2=0.645 g=1.413 2/2 [==============================] - 0s 12ms/step >8, 189/693, d1=0.590, d2=0.561 g=1.827 2/2 [==============================] - 0s 14ms/step >8, 190/693, d1=0.640, d2=0.562 g=2.121 2/2 [==============================] - 0s 13ms/step >8, 191/693, d1=0.633, d2=0.707 g=1.705 2/2 [==============================] - 0s 14ms/step >8, 192/693, d1=0.524, d2=0.639 g=1.799 2/2 [==============================] - 0s 13ms/step >8, 193/693, d1=0.684, d2=0.624 g=2.071 2/2 [==============================] - 0s 12ms/step >8, 194/693, d1=0.692, d2=0.485 g=2.113 2/2 [==============================] - 0s 12ms/step >8, 195/693, d1=0.627, d2=0.629 g=1.791 2/2 [==============================] - 0s 13ms/step >8, 196/693, d1=0.514, d2=0.682 g=1.768 2/2 [==============================] - 0s 14ms/step >8, 197/693, d1=0.574, d2=0.587 g=1.659 2/2 [==============================] - 0s 16ms/step >8, 198/693, d1=0.662, d2=0.565 g=1.685 2/2 [==============================] - 0s 14ms/step >8, 199/693, d1=0.552, d2=0.529 g=1.787 2/2 [==============================] - 0s 14ms/step >8, 200/693, d1=0.629, d2=0.556 g=1.491 2/2 [==============================] - 0s 13ms/step >8, 201/693, d1=0.563, d2=0.624 g=1.749 2/2 [==============================] - 0s 11ms/step >8, 202/693, d1=0.497, d2=0.574 g=1.550 2/2 [==============================] - 0s 11ms/step >8, 203/693, d1=0.605, d2=0.518 g=2.159 2/2 [==============================] - 0s 12ms/step >8, 204/693, d1=0.564, d2=0.550 g=2.051 2/2 [==============================] - 0s 13ms/step >8, 205/693, d1=0.617, d2=0.600 g=1.941 2/2 [==============================] - 0s 13ms/step >8, 206/693, d1=0.623, d2=0.556 g=1.636 2/2 [==============================] - 0s 12ms/step >8, 207/693, d1=0.615, d2=0.572 g=1.526 2/2 [==============================] - 0s 13ms/step >8, 208/693, d1=0.554, d2=0.622 g=1.501 2/2 [==============================] - 0s 13ms/step >8, 209/693, d1=0.606, d2=0.560 g=1.611 2/2 [==============================] - 0s 13ms/step >8, 210/693, d1=0.582, d2=0.607 g=2.101 2/2 [==============================] - 0s 13ms/step >8, 211/693, d1=0.553, d2=0.546 g=2.133 2/2 [==============================] - 0s 13ms/step >8, 212/693, d1=0.665, d2=0.551 g=1.538 2/2 [==============================] - 0s 13ms/step >8, 213/693, d1=0.565, d2=0.521 g=1.679 2/2 [==============================] - 0s 16ms/step >8, 214/693, d1=0.600, d2=0.551 g=1.393 2/2 [==============================] - 0s 13ms/step >8, 215/693, d1=0.483, d2=0.591 g=1.568 2/2 [==============================] - 0s 13ms/step >8, 216/693, d1=0.557, d2=0.590 g=1.743 2/2 [==============================] - 0s 12ms/step >8, 217/693, d1=0.519, d2=0.549 g=1.894 2/2 [==============================] - 0s 13ms/step >8, 218/693, d1=0.565, d2=0.547 g=1.503 2/2 [==============================] - 0s 13ms/step >8, 219/693, d1=0.663, d2=0.569 g=1.428 2/2 [==============================] - 0s 14ms/step >8, 220/693, d1=0.636, d2=0.526 g=1.623 2/2 [==============================] - 0s 14ms/step >8, 221/693, d1=0.578, d2=0.571 g=1.516 2/2 [==============================] - 0s 13ms/step >8, 222/693, d1=0.648, d2=0.635 g=1.632 2/2 [==============================] - 0s 14ms/step >8, 223/693, d1=0.566, d2=0.588 g=1.664 2/2 [==============================] - 0s 12ms/step >8, 224/693, d1=0.511, d2=0.528 g=2.087 2/2 [==============================] - 0s 13ms/step >8, 225/693, d1=0.608, d2=0.542 g=1.722 2/2 [==============================] - 0s 12ms/step >8, 226/693, d1=0.535, d2=0.494 g=1.649 2/2 [==============================] - 0s 12ms/step >8, 227/693, d1=0.574, d2=0.674 g=1.469 2/2 [==============================] - 0s 13ms/step >8, 228/693, d1=0.643, d2=0.614 g=1.435 2/2 [==============================] - 0s 12ms/step >8, 229/693, d1=0.535, d2=0.505 g=1.776 2/2 [==============================] - 0s 14ms/step >8, 230/693, d1=0.632, d2=0.581 g=1.257 2/2 [==============================] - 0s 13ms/step >8, 231/693, d1=0.578, d2=0.699 g=2.102 2/2 [==============================] - 0s 13ms/step >8, 232/693, d1=0.688, d2=0.528 g=1.630 2/2 [==============================] - 0s 14ms/step >8, 233/693, d1=0.607, d2=0.581 g=2.171 2/2 [==============================] - 0s 13ms/step >8, 234/693, d1=0.496, d2=0.602 g=1.914 2/2 [==============================] - 0s 12ms/step >8, 235/693, d1=0.568, d2=0.664 g=1.650 2/2 [==============================] - 0s 12ms/step >8, 236/693, d1=0.598, d2=0.581 g=1.831 2/2 [==============================] - 0s 14ms/step >8, 237/693, d1=0.638, d2=0.455 g=1.668 2/2 [==============================] - 0s 13ms/step >8, 238/693, d1=0.599, d2=0.523 g=1.140 2/2 [==============================] - 0s 12ms/step >8, 239/693, d1=0.534, d2=0.531 g=1.863 2/2 [==============================] - 0s 12ms/step >8, 240/693, d1=0.566, d2=0.568 g=1.912 2/2 [==============================] - 0s 13ms/step >8, 241/693, d1=0.571, d2=0.554 g=1.370 2/2 [==============================] - 0s 13ms/step >8, 242/693, d1=0.548, d2=0.620 g=1.311 2/2 [==============================] - 0s 11ms/step >8, 243/693, d1=0.508, d2=0.723 g=1.628 2/2 [==============================] - 0s 13ms/step >8, 244/693, d1=0.666, d2=0.548 g=1.919 2/2 [==============================] - 0s 13ms/step >8, 245/693, d1=0.566, d2=0.491 g=1.731 2/2 [==============================] - 0s 13ms/step >8, 246/693, d1=0.710, d2=0.565 g=1.638 2/2 [==============================] - 0s 13ms/step >8, 247/693, d1=0.573, d2=0.572 g=1.602 2/2 [==============================] - 0s 11ms/step >8, 248/693, d1=0.520, d2=0.541 g=1.733 2/2 [==============================] - 0s 12ms/step >8, 249/693, d1=0.521, d2=0.580 g=1.512 2/2 [==============================] - 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0s 12ms/step >8, 261/693, d1=0.539, d2=0.581 g=1.740 2/2 [==============================] - 0s 12ms/step >8, 262/693, d1=0.719, d2=0.519 g=1.913 2/2 [==============================] - 0s 13ms/step >8, 263/693, d1=0.602, d2=0.466 g=1.765 2/2 [==============================] - 0s 13ms/step >8, 264/693, d1=0.566, d2=0.671 g=1.870 2/2 [==============================] - 0s 12ms/step >8, 265/693, d1=0.529, d2=0.615 g=1.993 2/2 [==============================] - 0s 12ms/step >8, 266/693, d1=0.564, d2=0.472 g=1.625 2/2 [==============================] - 0s 13ms/step >8, 267/693, d1=0.502, d2=0.564 g=1.325 2/2 [==============================] - 0s 12ms/step >8, 268/693, d1=0.497, d2=0.536 g=1.697 2/2 [==============================] - 0s 11ms/step >8, 269/693, d1=0.597, d2=0.634 g=2.051 2/2 [==============================] - 0s 13ms/step >8, 270/693, d1=0.638, d2=0.630 g=1.292 2/2 [==============================] - 0s 13ms/step >8, 271/693, d1=0.584, d2=0.604 g=2.429 2/2 [==============================] - 0s 13ms/step >8, 272/693, d1=0.628, d2=0.533 g=1.619 2/2 [==============================] - 0s 13ms/step >8, 273/693, d1=0.512, d2=0.626 g=1.948 2/2 [==============================] - 0s 13ms/step >8, 274/693, d1=0.473, d2=0.510 g=2.023 2/2 [==============================] - 0s 11ms/step >8, 275/693, d1=0.505, d2=0.423 g=1.857 2/2 [==============================] - 0s 12ms/step >8, 276/693, d1=0.684, d2=0.579 g=1.793 2/2 [==============================] - 0s 12ms/step >8, 277/693, d1=0.636, d2=0.552 g=1.776 2/2 [==============================] - 0s 13ms/step >8, 278/693, d1=0.472, d2=0.592 g=1.779 2/2 [==============================] - 0s 12ms/step >8, 279/693, d1=0.533, d2=0.497 g=1.979 2/2 [==============================] - 0s 12ms/step >8, 280/693, d1=0.593, d2=0.591 g=1.962 2/2 [==============================] - 0s 13ms/step >8, 281/693, d1=0.623, d2=0.636 g=1.575 2/2 [==============================] - 0s 13ms/step >8, 282/693, d1=0.533, d2=0.568 g=1.624 2/2 [==============================] - 0s 14ms/step >8, 283/693, d1=0.608, d2=0.531 g=1.663 2/2 [==============================] - 0s 12ms/step >8, 284/693, d1=0.597, d2=0.520 g=1.620 2/2 [==============================] - 0s 14ms/step >8, 285/693, d1=0.569, d2=0.484 g=1.254 2/2 [==============================] - 0s 13ms/step >8, 286/693, d1=0.526, d2=0.589 g=1.488 2/2 [==============================] - 0s 13ms/step >8, 287/693, d1=0.483, d2=0.595 g=1.780 2/2 [==============================] - 0s 13ms/step >8, 288/693, d1=0.607, d2=0.510 g=1.936 2/2 [==============================] - 0s 12ms/step >8, 289/693, d1=0.512, d2=0.625 g=1.451 2/2 [==============================] - 0s 13ms/step >8, 290/693, d1=0.546, d2=0.595 g=2.065 2/2 [==============================] - 0s 11ms/step >8, 291/693, d1=0.643, d2=0.526 g=2.222 2/2 [==============================] - 0s 12ms/step >8, 292/693, d1=0.578, d2=0.517 g=1.917 2/2 [==============================] - 0s 13ms/step >8, 293/693, d1=0.569, d2=0.513 g=1.889 2/2 [==============================] - 0s 13ms/step >8, 294/693, d1=0.608, d2=0.593 g=1.262 2/2 [==============================] - 0s 13ms/step >8, 295/693, d1=0.535, d2=0.566 g=1.904 2/2 [==============================] - 0s 12ms/step >8, 296/693, d1=0.527, d2=0.670 g=1.900 2/2 [==============================] - 0s 14ms/step >8, 297/693, d1=0.534, d2=0.550 g=1.309 2/2 [==============================] - 0s 13ms/step >8, 298/693, d1=0.587, d2=0.559 g=2.085 2/2 [==============================] - 0s 13ms/step >8, 299/693, d1=0.615, d2=0.543 g=1.739 2/2 [==============================] - 0s 11ms/step >8, 300/693, d1=0.573, d2=0.631 g=1.615 2/2 [==============================] - 0s 12ms/step >8, 301/693, d1=0.594, d2=0.579 g=1.630 2/2 [==============================] - 0s 12ms/step >8, 302/693, d1=0.546, d2=0.529 g=2.278 2/2 [==============================] - 0s 14ms/step >8, 303/693, d1=0.581, d2=0.587 g=1.565 2/2 [==============================] - 0s 13ms/step >8, 304/693, d1=0.492, d2=0.545 g=1.801 2/2 [==============================] - 0s 13ms/step >8, 305/693, d1=0.523, d2=0.549 g=1.846 2/2 [==============================] - 0s 13ms/step >8, 306/693, d1=0.600, d2=0.408 g=1.550 2/2 [==============================] - 0s 13ms/step >8, 307/693, d1=0.628, d2=0.511 g=1.934 2/2 [==============================] - 0s 12ms/step >8, 308/693, d1=0.631, d2=0.533 g=1.715 2/2 [==============================] - 0s 14ms/step >8, 309/693, d1=0.577, d2=0.595 g=1.691 2/2 [==============================] - 0s 11ms/step >8, 310/693, d1=0.560, d2=0.640 g=2.010 2/2 [==============================] - 0s 13ms/step >8, 311/693, d1=0.611, d2=0.592 g=1.567 2/2 [==============================] - 0s 14ms/step >8, 312/693, d1=0.653, d2=0.493 g=1.605 2/2 [==============================] - 0s 11ms/step >8, 313/693, d1=0.491, d2=0.747 g=1.595 2/2 [==============================] - 0s 12ms/step >8, 314/693, d1=0.480, d2=0.634 g=1.961 2/2 [==============================] - 0s 13ms/step >8, 315/693, d1=0.609, d2=0.421 g=1.821 2/2 [==============================] - 0s 14ms/step >8, 316/693, d1=0.610, d2=0.516 g=1.691 2/2 [==============================] - 0s 12ms/step >8, 317/693, d1=0.601, d2=0.662 g=1.500 2/2 [==============================] - 0s 13ms/step >8, 318/693, d1=0.682, d2=0.679 g=1.859 2/2 [==============================] - 0s 13ms/step >8, 319/693, d1=0.461, d2=0.541 g=1.817 2/2 [==============================] - 0s 13ms/step >8, 320/693, d1=0.572, d2=0.681 g=1.591 2/2 [==============================] - 0s 14ms/step >8, 321/693, d1=0.655, d2=0.617 g=1.624 2/2 [==============================] - 0s 12ms/step >8, 322/693, d1=0.589, d2=0.468 g=2.088 2/2 [==============================] - 0s 13ms/step >8, 323/693, d1=0.525, d2=0.506 g=1.713 2/2 [==============================] - 0s 13ms/step >8, 324/693, d1=0.629, d2=0.584 g=2.012 2/2 [==============================] - 0s 13ms/step >8, 325/693, d1=0.518, d2=0.531 g=1.947 2/2 [==============================] - 0s 12ms/step >8, 326/693, d1=0.553, d2=0.584 g=1.585 2/2 [==============================] - 0s 13ms/step >8, 327/693, d1=0.523, d2=0.646 g=1.814 2/2 [==============================] - 0s 13ms/step >8, 328/693, d1=0.654, d2=0.546 g=2.058 2/2 [==============================] - 0s 13ms/step >8, 329/693, d1=0.578, d2=0.555 g=1.874 2/2 [==============================] - 0s 13ms/step >8, 330/693, d1=0.548, d2=0.574 g=2.074 2/2 [==============================] - 0s 13ms/step >8, 331/693, d1=0.528, d2=0.535 g=2.111 2/2 [==============================] - 0s 13ms/step >8, 332/693, d1=0.602, d2=0.585 g=1.602 2/2 [==============================] - 0s 14ms/step >8, 333/693, d1=0.550, d2=0.525 g=2.336 2/2 [==============================] - 0s 12ms/step >8, 334/693, d1=0.555, d2=0.601 g=1.239 2/2 [==============================] - 0s 14ms/step >8, 335/693, d1=0.499, d2=0.594 g=1.864 2/2 [==============================] - 0s 14ms/step >8, 336/693, d1=0.597, d2=0.602 g=1.625 2/2 [==============================] - 0s 12ms/step >8, 337/693, d1=0.613, d2=0.564 g=2.170 2/2 [==============================] - 0s 13ms/step >8, 338/693, d1=0.621, d2=0.488 g=1.722 2/2 [==============================] - 0s 13ms/step >8, 339/693, d1=0.583, d2=0.637 g=1.605 2/2 [==============================] - 0s 13ms/step >8, 340/693, d1=0.674, d2=0.603 g=1.677 2/2 [==============================] - 0s 13ms/step >8, 341/693, d1=0.525, d2=0.551 g=2.363 2/2 [==============================] - 0s 13ms/step >8, 342/693, d1=0.494, d2=0.580 g=1.870 2/2 [==============================] - 0s 12ms/step >8, 343/693, d1=0.568, d2=0.547 g=1.810 2/2 [==============================] - 0s 12ms/step >8, 344/693, d1=0.680, d2=0.588 g=1.733 2/2 [==============================] - 0s 12ms/step >8, 345/693, d1=0.570, d2=0.602 g=1.416 2/2 [==============================] - 0s 13ms/step >8, 346/693, d1=0.449, d2=0.584 g=1.739 2/2 [==============================] - 0s 12ms/step >8, 347/693, d1=0.634, d2=0.516 g=1.489 2/2 [==============================] - 0s 13ms/step >8, 348/693, d1=0.583, d2=0.549 g=1.476 2/2 [==============================] - 0s 13ms/step >8, 349/693, d1=0.535, d2=0.591 g=1.489 2/2 [==============================] - 0s 14ms/step >8, 350/693, d1=0.592, d2=0.569 g=1.873 2/2 [==============================] - 0s 13ms/step >8, 351/693, d1=0.571, d2=0.464 g=1.808 2/2 [==============================] - 0s 13ms/step >8, 352/693, d1=0.555, d2=0.571 g=1.458 2/2 [==============================] - 0s 14ms/step >8, 353/693, d1=0.542, d2=0.495 g=1.795 2/2 [==============================] - 0s 13ms/step >8, 354/693, d1=0.534, d2=0.610 g=1.963 2/2 [==============================] - 0s 12ms/step >8, 355/693, d1=0.593, d2=0.507 g=1.821 2/2 [==============================] - 0s 14ms/step >8, 356/693, d1=0.552, d2=0.426 g=1.670 2/2 [==============================] - 0s 13ms/step >8, 357/693, d1=0.592, d2=0.603 g=1.568 2/2 [==============================] - 0s 13ms/step >8, 358/693, d1=0.599, d2=0.571 g=1.505 2/2 [==============================] - 0s 14ms/step >8, 359/693, d1=0.549, d2=0.560 g=1.174 2/2 [==============================] - 0s 13ms/step >8, 360/693, d1=0.674, d2=0.580 g=1.463 2/2 [==============================] - 0s 13ms/step >8, 361/693, d1=0.527, d2=0.640 g=1.511 2/2 [==============================] - 0s 13ms/step >8, 362/693, d1=0.573, d2=0.587 g=1.990 2/2 [==============================] - 0s 12ms/step >8, 363/693, d1=0.579, d2=0.610 g=1.878 2/2 [==============================] - 0s 14ms/step >8, 364/693, d1=0.609, d2=0.465 g=1.861 2/2 [==============================] - 0s 13ms/step >8, 365/693, d1=0.563, d2=0.586 g=1.684 2/2 [==============================] - 0s 13ms/step >8, 366/693, d1=0.594, d2=0.594 g=1.629 2/2 [==============================] - 0s 14ms/step >8, 367/693, d1=0.656, d2=0.556 g=1.669 2/2 [==============================] - 0s 14ms/step >8, 368/693, d1=0.506, d2=0.517 g=1.740 2/2 [==============================] - 0s 12ms/step >8, 369/693, d1=0.541, d2=0.513 g=1.807 2/2 [==============================] - 0s 11ms/step >8, 370/693, d1=0.502, d2=0.544 g=1.753 2/2 [==============================] - 0s 13ms/step >8, 371/693, d1=0.467, d2=0.523 g=1.831 2/2 [==============================] - 0s 12ms/step >8, 372/693, d1=0.465, d2=0.552 g=1.794 2/2 [==============================] - 0s 12ms/step >8, 373/693, d1=0.570, d2=0.475 g=1.941 2/2 [==============================] - 0s 12ms/step >8, 374/693, d1=0.639, d2=0.587 g=1.637 2/2 [==============================] - 0s 11ms/step >8, 375/693, d1=0.615, d2=0.590 g=1.768 2/2 [==============================] - 0s 14ms/step >8, 376/693, d1=0.572, d2=0.550 g=1.956 2/2 [==============================] - 0s 13ms/step >8, 377/693, d1=0.562, d2=0.652 g=1.781 2/2 [==============================] - 0s 13ms/step >8, 378/693, d1=0.554, d2=0.551 g=1.575 2/2 [==============================] - 0s 13ms/step >8, 379/693, d1=0.559, d2=0.637 g=1.483 2/2 [==============================] - 0s 13ms/step >8, 380/693, d1=0.620, d2=0.533 g=1.313 2/2 [==============================] - 0s 13ms/step >8, 381/693, d1=0.543, d2=0.486 g=1.311 2/2 [==============================] - 0s 12ms/step >8, 382/693, d1=0.574, d2=0.542 g=1.553 2/2 [==============================] - 0s 13ms/step >8, 383/693, d1=0.578, d2=0.541 g=1.685 2/2 [==============================] - 0s 13ms/step >8, 384/693, d1=0.549, d2=0.556 g=1.313 2/2 [==============================] - 0s 14ms/step >8, 385/693, d1=0.504, d2=0.541 g=1.577 2/2 [==============================] - 0s 13ms/step >8, 386/693, d1=0.563, d2=0.599 g=1.512 2/2 [==============================] - 0s 14ms/step >8, 387/693, d1=0.626, d2=0.584 g=1.843 2/2 [==============================] - 0s 14ms/step >8, 388/693, d1=0.603, d2=0.603 g=1.445 2/2 [==============================] - 0s 13ms/step >8, 389/693, d1=0.662, d2=0.585 g=1.532 2/2 [==============================] - 0s 14ms/step >8, 390/693, d1=0.573, d2=0.627 g=2.123 2/2 [==============================] - 0s 12ms/step >8, 391/693, d1=0.555, d2=0.611 g=2.409 2/2 [==============================] - 0s 14ms/step >8, 392/693, d1=0.625, d2=0.532 g=1.642 2/2 [==============================] - 0s 12ms/step >8, 393/693, d1=0.614, d2=0.560 g=1.941 2/2 [==============================] - 0s 14ms/step >8, 394/693, d1=0.670, d2=0.555 g=2.027 2/2 [==============================] - 0s 13ms/step >8, 395/693, d1=0.528, d2=0.680 g=2.104 2/2 [==============================] - 0s 12ms/step >8, 396/693, d1=0.623, d2=0.637 g=2.202 2/2 [==============================] - 0s 12ms/step >8, 397/693, d1=0.559, d2=0.518 g=1.936 2/2 [==============================] - 0s 13ms/step >8, 398/693, d1=0.565, d2=0.494 g=1.620 2/2 [==============================] - 0s 12ms/step >8, 399/693, d1=0.553, d2=0.570 g=1.395 2/2 [==============================] - 0s 13ms/step >8, 400/693, d1=0.499, d2=0.674 g=1.614 2/2 [==============================] - 0s 13ms/step >8, 401/693, d1=0.549, d2=0.552 g=1.951 2/2 [==============================] - 0s 12ms/step >8, 402/693, d1=0.562, d2=0.526 g=1.581 2/2 [==============================] - 0s 13ms/step >8, 403/693, d1=0.558, d2=0.542 g=2.179 2/2 [==============================] - 0s 14ms/step >8, 404/693, d1=0.495, d2=0.594 g=2.122 2/2 [==============================] - 0s 13ms/step >8, 405/693, d1=0.614, d2=0.492 g=1.884 2/2 [==============================] - 0s 12ms/step >8, 406/693, d1=0.613, d2=0.573 g=1.504 2/2 [==============================] - 0s 12ms/step >8, 407/693, d1=0.609, d2=0.629 g=2.144 2/2 [==============================] - 0s 13ms/step >8, 408/693, d1=0.485, d2=0.603 g=1.904 2/2 [==============================] - 0s 14ms/step >8, 409/693, d1=0.592, d2=0.508 g=2.156 2/2 [==============================] - 0s 12ms/step >8, 410/693, d1=0.758, d2=0.682 g=1.840 2/2 [==============================] - 0s 11ms/step >8, 411/693, d1=0.499, d2=0.568 g=2.043 2/2 [==============================] - 0s 13ms/step >8, 412/693, d1=0.615, d2=0.470 g=1.595 2/2 [==============================] - 0s 13ms/step >8, 413/693, d1=0.618, d2=0.541 g=1.324 2/2 [==============================] - 0s 13ms/step >8, 414/693, d1=0.595, d2=0.649 g=1.595 2/2 [==============================] - 0s 12ms/step >8, 415/693, d1=0.540, d2=0.623 g=1.562 2/2 [==============================] - 0s 14ms/step >8, 416/693, d1=0.447, d2=0.570 g=1.566 2/2 [==============================] - 0s 12ms/step >8, 417/693, d1=0.610, d2=0.590 g=1.724 2/2 [==============================] - 0s 12ms/step >8, 418/693, d1=0.619, d2=0.546 g=2.243 2/2 [==============================] - 0s 13ms/step >8, 419/693, d1=0.563, d2=0.612 g=1.689 2/2 [==============================] - 0s 13ms/step >8, 420/693, d1=0.534, d2=0.549 g=2.063 2/2 [==============================] - 0s 14ms/step >8, 421/693, d1=0.613, d2=0.476 g=2.015 2/2 [==============================] - 0s 13ms/step >8, 422/693, d1=0.605, d2=0.631 g=1.667 2/2 [==============================] - 0s 13ms/step >8, 423/693, d1=0.575, d2=0.600 g=1.458 2/2 [==============================] - 0s 13ms/step >8, 424/693, d1=0.589, d2=0.639 g=1.840 2/2 [==============================] - 0s 13ms/step >8, 425/693, d1=0.518, d2=0.567 g=1.653 2/2 [==============================] - 0s 14ms/step >8, 426/693, d1=0.584, d2=0.535 g=1.580 2/2 [==============================] - 0s 15ms/step >8, 427/693, d1=0.599, d2=0.525 g=2.458 2/2 [==============================] - 0s 14ms/step >8, 428/693, d1=0.669, d2=0.634 g=1.719 2/2 [==============================] - 0s 12ms/step >8, 429/693, d1=0.572, d2=0.533 g=1.147 2/2 [==============================] - 0s 11ms/step >8, 430/693, d1=0.489, d2=0.556 g=1.862 2/2 [==============================] - 0s 14ms/step >8, 431/693, d1=0.612, d2=0.538 g=1.605 2/2 [==============================] - 0s 13ms/step >8, 432/693, d1=0.547, d2=0.565 g=1.942 2/2 [==============================] - 0s 14ms/step >8, 433/693, d1=0.642, d2=0.621 g=1.924 2/2 [==============================] - 0s 13ms/step >8, 434/693, d1=0.617, d2=0.586 g=2.110 2/2 [==============================] - 0s 12ms/step >8, 435/693, d1=0.627, d2=0.553 g=1.627 2/2 [==============================] - 0s 12ms/step >8, 436/693, d1=0.566, d2=0.522 g=2.192 2/2 [==============================] - 0s 13ms/step >8, 437/693, d1=0.588, d2=0.483 g=1.694 2/2 [==============================] - 0s 13ms/step >8, 438/693, d1=0.528, d2=0.595 g=1.797 2/2 [==============================] - 0s 13ms/step >8, 439/693, d1=0.566, d2=0.548 g=1.792 2/2 [==============================] - 0s 14ms/step >8, 440/693, d1=0.549, d2=0.530 g=1.773 2/2 [==============================] - 0s 13ms/step >8, 441/693, d1=0.609, d2=0.506 g=2.192 2/2 [==============================] - 0s 12ms/step >8, 442/693, d1=0.568, d2=0.565 g=2.090 2/2 [==============================] - 0s 12ms/step >8, 443/693, d1=0.530, d2=0.563 g=1.727 2/2 [==============================] - 0s 11ms/step >8, 444/693, d1=0.548, d2=0.525 g=1.580 2/2 [==============================] - 0s 12ms/step >8, 445/693, d1=0.717, d2=0.592 g=1.472 2/2 [==============================] - 0s 13ms/step >8, 446/693, d1=0.496, d2=0.592 g=1.417 2/2 [==============================] - 0s 13ms/step >8, 447/693, d1=0.509, d2=0.607 g=1.780 2/2 [==============================] - 0s 12ms/step >8, 448/693, d1=0.623, d2=0.614 g=1.275 2/2 [==============================] - 0s 14ms/step >8, 449/693, d1=0.557, d2=0.530 g=1.549 2/2 [==============================] - 0s 13ms/step >8, 450/693, d1=0.602, d2=0.507 g=1.833 2/2 [==============================] - 0s 14ms/step >8, 451/693, d1=0.498, d2=0.541 g=1.446 2/2 [==============================] - 0s 13ms/step >8, 452/693, d1=0.591, d2=0.533 g=1.947 2/2 [==============================] - 0s 13ms/step >8, 453/693, d1=0.549, d2=0.602 g=1.620 2/2 [==============================] - 0s 14ms/step >8, 454/693, d1=0.508, d2=0.504 g=1.741 2/2 [==============================] - 0s 15ms/step >8, 455/693, d1=0.656, d2=0.546 g=1.891 2/2 [==============================] - 0s 13ms/step >8, 456/693, d1=0.580, d2=0.523 g=1.904 2/2 [==============================] - 0s 14ms/step >8, 457/693, d1=0.542, d2=0.531 g=1.284 2/2 [==============================] - 0s 13ms/step >8, 458/693, d1=0.614, d2=0.605 g=1.999 2/2 [==============================] - 0s 13ms/step >8, 459/693, d1=0.582, d2=0.549 g=1.740 2/2 [==============================] - 0s 13ms/step >8, 460/693, d1=0.595, d2=0.634 g=1.754 2/2 [==============================] - 0s 13ms/step >8, 461/693, d1=0.556, d2=0.555 g=1.482 2/2 [==============================] - 0s 12ms/step >8, 462/693, d1=0.446, d2=0.554 g=2.327 2/2 [==============================] - 0s 13ms/step >8, 463/693, d1=0.699, d2=0.492 g=1.522 2/2 [==============================] - 0s 15ms/step >8, 464/693, d1=0.506, d2=0.571 g=1.709 2/2 [==============================] - 0s 14ms/step >8, 465/693, d1=0.543, d2=0.585 g=1.525 2/2 [==============================] - 0s 13ms/step >8, 466/693, d1=0.572, d2=0.529 g=1.847 2/2 [==============================] - 0s 13ms/step >8, 467/693, d1=0.635, d2=0.598 g=1.810 2/2 [==============================] - 0s 13ms/step >8, 468/693, d1=0.543, d2=0.574 g=1.710 2/2 [==============================] - 0s 12ms/step >8, 469/693, d1=0.558, d2=0.521 g=1.483 2/2 [==============================] - 0s 12ms/step >8, 470/693, d1=0.578, d2=0.534 g=1.618 2/2 [==============================] - 0s 14ms/step >8, 471/693, d1=0.546, d2=0.622 g=1.711 2/2 [==============================] - 0s 14ms/step >8, 472/693, d1=0.513, d2=0.559 g=1.570 2/2 [==============================] - 0s 14ms/step >8, 473/693, d1=0.539, d2=0.529 g=1.548 2/2 [==============================] - 0s 12ms/step >8, 474/693, d1=0.516, d2=0.545 g=1.429 2/2 [==============================] - 0s 12ms/step >8, 475/693, d1=0.570, d2=0.587 g=1.530 2/2 [==============================] - 0s 12ms/step >8, 476/693, d1=0.628, d2=0.543 g=2.138 2/2 [==============================] - 0s 13ms/step >8, 477/693, d1=0.603, d2=0.528 g=1.585 2/2 [==============================] - 0s 12ms/step >8, 478/693, d1=0.529, d2=0.671 g=2.142 2/2 [==============================] - 0s 14ms/step >8, 479/693, d1=0.662, d2=0.533 g=2.010 2/2 [==============================] - 0s 13ms/step >8, 480/693, d1=0.532, d2=0.599 g=2.021 2/2 [==============================] - 0s 14ms/step >8, 481/693, d1=0.554, d2=0.557 g=1.319 2/2 [==============================] - 0s 12ms/step >8, 482/693, d1=0.604, d2=0.508 g=1.732 2/2 [==============================] - 0s 13ms/step >8, 483/693, d1=0.538, d2=0.616 g=1.692 2/2 [==============================] - 0s 12ms/step >8, 484/693, d1=0.539, d2=0.555 g=1.895 2/2 [==============================] - 0s 14ms/step >8, 485/693, d1=0.638, d2=0.497 g=1.987 2/2 [==============================] - 0s 14ms/step >8, 486/693, d1=0.568, d2=0.604 g=1.872 2/2 [==============================] - 0s 14ms/step >8, 487/693, d1=0.569, d2=0.533 g=1.524 2/2 [==============================] - 0s 13ms/step >8, 488/693, d1=0.561, d2=0.623 g=2.108 2/2 [==============================] - 0s 13ms/step >8, 489/693, d1=0.594, d2=0.581 g=2.426 2/2 [==============================] - 0s 13ms/step >8, 490/693, d1=0.654, d2=0.514 g=1.971 2/2 [==============================] - 0s 13ms/step >8, 491/693, d1=0.571, d2=0.688 g=1.848 2/2 [==============================] - 0s 11ms/step >8, 492/693, d1=0.614, d2=0.576 g=1.719 2/2 [==============================] - 0s 11ms/step >8, 493/693, d1=0.633, d2=0.699 g=1.542 2/2 [==============================] - 0s 14ms/step >8, 494/693, d1=0.643, d2=0.656 g=1.359 2/2 [==============================] - 0s 12ms/step >8, 495/693, d1=0.585, d2=0.658 g=2.000 2/2 [==============================] - 0s 12ms/step >8, 496/693, d1=0.549, d2=0.608 g=1.858 2/2 [==============================] - 0s 13ms/step >8, 497/693, d1=0.577, d2=0.568 g=1.768 2/2 [==============================] - 0s 13ms/step >8, 498/693, d1=0.747, d2=0.557 g=1.638 2/2 [==============================] - 0s 13ms/step >8, 499/693, d1=0.626, d2=0.632 g=2.574 2/2 [==============================] - 0s 14ms/step >8, 500/693, d1=0.620, d2=0.522 g=1.709 2/2 [==============================] - 0s 13ms/step >8, 501/693, d1=0.620, d2=0.601 g=1.533 2/2 [==============================] - 0s 13ms/step >8, 502/693, d1=0.570, d2=0.561 g=2.334 2/2 [==============================] - 0s 12ms/step >8, 503/693, d1=0.643, d2=0.565 g=1.499 2/2 [==============================] - 0s 13ms/step >8, 504/693, d1=0.611, d2=0.569 g=1.804 2/2 [==============================] - 0s 13ms/step >8, 505/693, d1=0.533, d2=0.584 g=1.375 2/2 [==============================] - 0s 13ms/step >8, 506/693, d1=0.561, d2=0.605 g=2.109 2/2 [==============================] - 0s 14ms/step >8, 507/693, d1=0.576, d2=0.550 g=2.215 2/2 [==============================] - 0s 13ms/step >8, 508/693, d1=0.502, d2=0.531 g=2.068 2/2 [==============================] - 0s 13ms/step >8, 509/693, d1=0.499, d2=0.595 g=2.413 2/2 [==============================] - 0s 12ms/step >8, 510/693, d1=0.537, d2=0.544 g=1.117 2/2 [==============================] - 0s 13ms/step >8, 511/693, d1=0.532, d2=0.592 g=1.769 2/2 [==============================] - 0s 11ms/step >8, 512/693, d1=0.532, d2=0.493 g=1.757 2/2 [==============================] - 0s 13ms/step >8, 513/693, d1=0.650, d2=0.498 g=1.844 2/2 [==============================] - 0s 13ms/step >8, 514/693, d1=0.637, d2=0.590 g=1.420 2/2 [==============================] - 0s 13ms/step >8, 515/693, d1=0.624, d2=0.570 g=1.742 2/2 [==============================] - 0s 13ms/step >8, 516/693, d1=0.550, d2=0.615 g=2.012 2/2 [==============================] - 0s 14ms/step >8, 517/693, d1=0.601, d2=0.533 g=2.051 2/2 [==============================] - 0s 13ms/step >8, 518/693, d1=0.535, d2=0.619 g=1.469 2/2 [==============================] - 0s 14ms/step >8, 519/693, d1=0.584, d2=0.550 g=1.429 2/2 [==============================] - 0s 12ms/step >8, 520/693, d1=0.589, d2=0.634 g=2.214 2/2 [==============================] - 0s 13ms/step >8, 521/693, d1=0.564, d2=0.481 g=1.638 2/2 [==============================] - 0s 15ms/step >8, 522/693, d1=0.621, d2=0.637 g=1.656 2/2 [==============================] - 0s 13ms/step >8, 523/693, d1=0.659, d2=0.604 g=1.739 2/2 [==============================] - 0s 12ms/step >8, 524/693, d1=0.535, d2=0.530 g=1.593 2/2 [==============================] - 0s 13ms/step >8, 525/693, d1=0.501, d2=0.543 g=1.865 2/2 [==============================] - 0s 13ms/step >8, 526/693, d1=0.650, d2=0.495 g=1.379 2/2 [==============================] - 0s 13ms/step >8, 527/693, d1=0.583, d2=0.587 g=1.530 2/2 [==============================] - 0s 13ms/step >8, 528/693, d1=0.573, d2=0.643 g=1.789 2/2 [==============================] - 0s 13ms/step >8, 529/693, d1=0.577, d2=0.577 g=1.550 2/2 [==============================] - 0s 13ms/step >8, 530/693, d1=0.650, d2=0.611 g=1.446 2/2 [==============================] - 0s 14ms/step >8, 531/693, d1=0.579, d2=0.587 g=1.618 2/2 [==============================] - 0s 13ms/step >8, 532/693, d1=0.526, d2=0.545 g=1.265 2/2 [==============================] - 0s 12ms/step >8, 533/693, d1=0.661, d2=0.557 g=1.677 2/2 [==============================] - 0s 13ms/step >8, 534/693, d1=0.509, d2=0.537 g=2.006 2/2 [==============================] - 0s 13ms/step >8, 535/693, d1=0.549, d2=0.579 g=1.876 2/2 [==============================] - 0s 14ms/step >8, 536/693, d1=0.492, d2=0.502 g=1.742 2/2 [==============================] - 0s 13ms/step >8, 537/693, d1=0.544, d2=0.626 g=1.746 2/2 [==============================] - 0s 12ms/step >8, 538/693, d1=0.587, d2=0.553 g=1.878 2/2 [==============================] - 0s 12ms/step >8, 539/693, d1=0.529, d2=0.514 g=1.536 2/2 [==============================] - 0s 11ms/step >8, 540/693, d1=0.592, d2=0.515 g=1.526 2/2 [==============================] - 0s 14ms/step >8, 541/693, d1=0.611, d2=0.540 g=1.821 2/2 [==============================] - 0s 11ms/step >8, 542/693, d1=0.543, d2=0.571 g=1.927 2/2 [==============================] - 0s 12ms/step >8, 543/693, d1=0.526, d2=0.614 g=1.701 2/2 [==============================] - 0s 12ms/step >8, 544/693, d1=0.569, d2=0.582 g=1.803 2/2 [==============================] - 0s 13ms/step >8, 545/693, d1=0.523, d2=0.492 g=2.063 2/2 [==============================] - 0s 14ms/step >8, 546/693, d1=0.536, d2=0.539 g=1.427 2/2 [==============================] - 0s 13ms/step >8, 547/693, d1=0.546, d2=0.541 g=1.513 2/2 [==============================] - 0s 12ms/step >8, 548/693, d1=0.537, d2=0.571 g=2.189 2/2 [==============================] - 0s 12ms/step >8, 549/693, d1=0.548, d2=0.444 g=1.836 2/2 [==============================] - 0s 14ms/step >8, 550/693, d1=0.669, d2=0.595 g=2.131 2/2 [==============================] - 0s 14ms/step >8, 551/693, d1=0.580, d2=0.609 g=1.694 2/2 [==============================] - 0s 13ms/step >8, 552/693, d1=0.578, d2=0.548 g=1.813 2/2 [==============================] - 0s 14ms/step >8, 553/693, d1=0.591, d2=0.584 g=1.460 2/2 [==============================] - 0s 14ms/step >8, 554/693, d1=0.572, d2=0.564 g=1.428 2/2 [==============================] - 0s 12ms/step >8, 555/693, d1=0.557, d2=0.575 g=1.620 2/2 [==============================] - 0s 13ms/step >8, 556/693, d1=0.544, d2=0.552 g=1.825 2/2 [==============================] - 0s 12ms/step >8, 557/693, d1=0.543, d2=0.551 g=1.644 2/2 [==============================] - 0s 14ms/step >8, 558/693, d1=0.479, d2=0.502 g=2.019 2/2 [==============================] - 0s 13ms/step >8, 559/693, d1=0.595, d2=0.531 g=1.555 2/2 [==============================] - 0s 13ms/step >8, 560/693, d1=0.580, d2=0.596 g=1.882 2/2 [==============================] - 0s 11ms/step >8, 561/693, d1=0.536, d2=0.499 g=1.550 2/2 [==============================] - 0s 12ms/step >8, 562/693, d1=0.582, d2=0.474 g=1.300 2/2 [==============================] - 0s 13ms/step >8, 563/693, d1=0.586, d2=0.546 g=1.900 2/2 [==============================] - 0s 12ms/step >8, 564/693, d1=0.534, d2=0.584 g=2.021 2/2 [==============================] - 0s 12ms/step >8, 565/693, d1=0.542, d2=0.538 g=2.302 2/2 [==============================] - 0s 13ms/step >8, 566/693, d1=0.507, d2=0.468 g=1.980 2/2 [==============================] - 0s 13ms/step >8, 567/693, d1=0.634, d2=0.606 g=1.678 2/2 [==============================] - 0s 13ms/step >8, 568/693, d1=0.577, d2=0.583 g=1.534 2/2 [==============================] - 0s 13ms/step >8, 569/693, d1=0.624, d2=0.567 g=1.259 2/2 [==============================] - 0s 13ms/step >8, 570/693, d1=0.553, d2=0.551 g=1.868 2/2 [==============================] - 0s 13ms/step >8, 571/693, d1=0.548, d2=0.570 g=2.044 2/2 [==============================] - 0s 12ms/step >8, 572/693, d1=0.595, d2=0.508 g=1.563 2/2 [==============================] - 0s 15ms/step >8, 573/693, d1=0.683, d2=0.504 g=2.131 2/2 [==============================] - 0s 14ms/step >8, 574/693, d1=0.586, d2=0.542 g=1.879 2/2 [==============================] - 0s 13ms/step >8, 575/693, d1=0.513, d2=0.614 g=1.434 2/2 [==============================] - 0s 13ms/step >8, 576/693, d1=0.554, d2=0.613 g=1.529 2/2 [==============================] - 0s 13ms/step >8, 577/693, d1=0.437, d2=0.480 g=1.527 2/2 [==============================] - 0s 13ms/step >8, 578/693, d1=0.454, d2=0.614 g=2.268 2/2 [==============================] - 0s 13ms/step >8, 579/693, d1=0.727, d2=0.476 g=1.651 2/2 [==============================] - 0s 12ms/step >8, 580/693, d1=0.567, d2=0.562 g=1.786 2/2 [==============================] - 0s 13ms/step >8, 581/693, d1=0.580, d2=0.604 g=1.653 2/2 [==============================] - 0s 14ms/step >8, 582/693, d1=0.544, d2=0.520 g=1.893 2/2 [==============================] - 0s 13ms/step >8, 583/693, d1=0.593, d2=0.547 g=1.499 2/2 [==============================] - 0s 12ms/step >8, 584/693, d1=0.496, d2=0.593 g=1.940 2/2 [==============================] - 0s 13ms/step >8, 585/693, d1=0.517, d2=0.580 g=1.730 2/2 [==============================] - 0s 14ms/step >8, 586/693, d1=0.525, d2=0.526 g=1.616 2/2 [==============================] - 0s 13ms/step >8, 587/693, d1=0.737, d2=0.547 g=1.875 2/2 [==============================] - 0s 13ms/step >8, 588/693, d1=0.565, d2=0.528 g=1.865 2/2 [==============================] - 0s 11ms/step >8, 589/693, d1=0.696, d2=0.607 g=1.147 2/2 [==============================] - 0s 13ms/step >8, 590/693, d1=0.612, d2=0.553 g=2.136 2/2 [==============================] - 0s 15ms/step >8, 591/693, d1=0.540, d2=0.623 g=1.406 2/2 [==============================] - 0s 12ms/step >8, 592/693, d1=0.569, d2=0.615 g=1.877 2/2 [==============================] - 0s 16ms/step >8, 593/693, d1=0.674, d2=0.584 g=1.446 2/2 [==============================] - 0s 14ms/step >8, 594/693, d1=0.624, d2=0.606 g=1.619 2/2 [==============================] - 0s 13ms/step >8, 595/693, d1=0.526, d2=0.569 g=1.984 2/2 [==============================] - 0s 14ms/step >8, 596/693, d1=0.589, d2=0.510 g=1.554 2/2 [==============================] - 0s 12ms/step >8, 597/693, d1=0.541, d2=0.532 g=1.733 2/2 [==============================] - 0s 11ms/step >8, 598/693, d1=0.563, d2=0.497 g=2.257 2/2 [==============================] - 0s 13ms/step >8, 599/693, d1=0.414, d2=0.627 g=2.066 2/2 [==============================] - 0s 12ms/step >8, 600/693, d1=0.671, d2=0.498 g=1.613 2/2 [==============================] - 0s 13ms/step >8, 601/693, d1=0.593, d2=0.479 g=1.744 2/2 [==============================] - 0s 12ms/step >8, 602/693, d1=0.577, d2=0.582 g=1.751 2/2 [==============================] - 0s 12ms/step >8, 603/693, d1=0.574, d2=0.543 g=1.874 2/2 [==============================] - 0s 12ms/step >8, 604/693, d1=0.528, d2=0.586 g=1.759 2/2 [==============================] - 0s 12ms/step >8, 605/693, d1=0.532, d2=0.544 g=1.742 2/2 [==============================] - 0s 13ms/step >8, 606/693, d1=0.551, d2=0.502 g=1.322 2/2 [==============================] - 0s 14ms/step >8, 607/693, d1=0.578, d2=0.526 g=2.146 2/2 [==============================] - 0s 13ms/step >8, 608/693, d1=0.547, d2=0.592 g=1.762 2/2 [==============================] - 0s 14ms/step >8, 609/693, d1=0.435, d2=0.548 g=2.180 2/2 [==============================] - 0s 12ms/step >8, 610/693, d1=0.584, d2=0.575 g=1.625 2/2 [==============================] - 0s 13ms/step >8, 611/693, d1=0.550, d2=0.509 g=1.710 2/2 [==============================] - 0s 13ms/step >8, 612/693, d1=0.575, d2=0.481 g=1.676 2/2 [==============================] - 0s 13ms/step >8, 613/693, d1=0.730, d2=0.591 g=1.564 2/2 [==============================] - 0s 13ms/step >8, 614/693, d1=0.571, d2=0.536 g=1.422 2/2 [==============================] - 0s 13ms/step >8, 615/693, d1=0.490, d2=0.591 g=1.475 2/2 [==============================] - 0s 13ms/step >8, 616/693, d1=0.464, d2=0.691 g=1.765 2/2 [==============================] - 0s 13ms/step >8, 617/693, d1=0.702, d2=0.480 g=1.295 2/2 [==============================] - 0s 14ms/step >8, 618/693, d1=0.702, d2=0.539 g=1.184 2/2 [==============================] - 0s 13ms/step >8, 619/693, d1=0.511, d2=0.603 g=1.484 2/2 [==============================] - 0s 12ms/step >8, 620/693, d1=0.608, d2=0.659 g=1.863 2/2 [==============================] - 0s 14ms/step >8, 621/693, d1=0.565, d2=0.516 g=1.884 2/2 [==============================] - 0s 14ms/step >8, 622/693, d1=0.422, d2=0.526 g=1.379 2/2 [==============================] - 0s 13ms/step >8, 623/693, d1=0.538, d2=0.536 g=2.089 2/2 [==============================] - 0s 13ms/step >8, 624/693, d1=0.628, d2=0.583 g=2.001 2/2 [==============================] - 0s 14ms/step >8, 625/693, d1=0.575, d2=0.463 g=2.042 2/2 [==============================] - 0s 13ms/step >8, 626/693, d1=0.638, d2=0.566 g=1.574 2/2 [==============================] - 0s 13ms/step >8, 627/693, d1=0.468, d2=0.682 g=1.800 2/2 [==============================] - 0s 13ms/step >8, 628/693, d1=0.597, d2=0.504 g=1.850 2/2 [==============================] - 0s 14ms/step >8, 629/693, d1=0.558, d2=0.483 g=1.977 2/2 [==============================] - 0s 14ms/step >8, 630/693, d1=0.598, d2=0.569 g=1.179 2/2 [==============================] - 0s 13ms/step >8, 631/693, d1=0.595, d2=0.684 g=1.750 2/2 [==============================] - 0s 13ms/step >8, 632/693, d1=0.644, d2=0.514 g=2.488 2/2 [==============================] - 0s 15ms/step >8, 633/693, d1=0.591, d2=0.541 g=1.652 2/2 [==============================] - 0s 12ms/step >8, 634/693, d1=0.566, d2=0.644 g=1.472 2/2 [==============================] - 0s 12ms/step >8, 635/693, d1=0.583, d2=0.577 g=2.174 2/2 [==============================] - 0s 13ms/step >8, 636/693, d1=0.493, d2=0.556 g=1.401 2/2 [==============================] - 0s 13ms/step >8, 637/693, d1=0.476, d2=0.573 g=1.547 2/2 [==============================] - 0s 12ms/step >8, 638/693, d1=0.647, d2=0.602 g=1.555 2/2 [==============================] - 0s 12ms/step >8, 639/693, d1=0.534, d2=0.546 g=2.324 2/2 [==============================] - 0s 12ms/step >8, 640/693, d1=0.602, d2=0.525 g=1.782 2/2 [==============================] - 0s 15ms/step >8, 641/693, d1=0.590, d2=0.554 g=1.759 2/2 [==============================] - 0s 13ms/step >8, 642/693, d1=0.629, d2=0.573 g=1.488 2/2 [==============================] - 0s 14ms/step >8, 643/693, d1=0.489, d2=0.524 g=1.573 2/2 [==============================] - 0s 14ms/step >8, 644/693, d1=0.553, d2=0.547 g=1.742 2/2 [==============================] - 0s 13ms/step >8, 645/693, d1=0.519, d2=0.531 g=1.452 2/2 [==============================] - 0s 14ms/step >8, 646/693, d1=0.659, d2=0.598 g=2.085 2/2 [==============================] - 0s 14ms/step >8, 647/693, d1=0.658, d2=0.593 g=1.547 2/2 [==============================] - 0s 14ms/step >8, 648/693, d1=0.628, d2=0.516 g=1.633 2/2 [==============================] - 0s 12ms/step >8, 649/693, d1=0.532, d2=0.576 g=1.628 2/2 [==============================] - 0s 12ms/step >8, 650/693, d1=0.613, d2=0.712 g=1.716 2/2 [==============================] - 0s 13ms/step >8, 651/693, d1=0.547, d2=0.543 g=1.647 2/2 [==============================] - 0s 13ms/step >8, 652/693, d1=0.470, d2=0.509 g=1.625 2/2 [==============================] - 0s 13ms/step >8, 653/693, d1=0.601, d2=0.535 g=2.004 2/2 [==============================] - 0s 13ms/step >8, 654/693, d1=0.593, d2=0.569 g=2.074 2/2 [==============================] - 0s 13ms/step >8, 655/693, d1=0.559, d2=0.484 g=1.699 2/2 [==============================] - 0s 13ms/step >8, 656/693, d1=0.559, d2=0.456 g=1.668 2/2 [==============================] - 0s 14ms/step >8, 657/693, d1=0.653, d2=0.602 g=1.733 2/2 [==============================] - 0s 13ms/step >8, 658/693, d1=0.525, d2=0.655 g=1.577 2/2 [==============================] - 0s 12ms/step >8, 659/693, d1=0.532, d2=0.581 g=1.545 2/2 [==============================] - 0s 12ms/step >8, 660/693, d1=0.543, d2=0.503 g=2.213 2/2 [==============================] - 0s 13ms/step >8, 661/693, d1=0.601, d2=0.547 g=1.502 2/2 [==============================] - 0s 12ms/step >8, 662/693, d1=0.463, d2=0.534 g=2.189 2/2 [==============================] - 0s 14ms/step >8, 663/693, d1=0.534, d2=0.493 g=2.008 2/2 [==============================] - 0s 13ms/step >8, 664/693, d1=0.695, d2=0.580 g=1.884 2/2 [==============================] - 0s 12ms/step >8, 665/693, d1=0.493, d2=0.596 g=1.860 2/2 [==============================] - 0s 13ms/step >8, 666/693, d1=0.568, d2=0.477 g=1.668 2/2 [==============================] - 0s 13ms/step >8, 667/693, d1=0.629, d2=0.605 g=1.859 2/2 [==============================] - 0s 13ms/step >8, 668/693, d1=0.604, d2=0.635 g=1.846 2/2 [==============================] - 0s 12ms/step >8, 669/693, d1=0.511, d2=0.477 g=1.976 2/2 [==============================] - 0s 13ms/step >8, 670/693, d1=0.554, d2=0.481 g=1.982 2/2 [==============================] - 0s 14ms/step >8, 671/693, d1=0.603, d2=0.630 g=1.612 2/2 [==============================] - 0s 14ms/step >8, 672/693, d1=0.621, d2=0.580 g=1.752 2/2 [==============================] - 0s 11ms/step >8, 673/693, d1=0.571, d2=0.600 g=2.552 2/2 [==============================] - 0s 11ms/step >8, 674/693, d1=0.555, d2=0.501 g=1.909 2/2 [==============================] - 0s 13ms/step >8, 675/693, d1=0.567, d2=0.609 g=1.747 2/2 [==============================] - 0s 12ms/step >8, 676/693, d1=0.563, d2=0.530 g=2.006 2/2 [==============================] - 0s 13ms/step >8, 677/693, d1=0.584, d2=0.574 g=1.661 2/2 [==============================] - 0s 13ms/step >8, 678/693, d1=0.537, d2=0.560 g=1.678 2/2 [==============================] - 0s 12ms/step >8, 679/693, d1=0.568, d2=0.532 g=1.932 2/2 [==============================] - 0s 14ms/step >8, 680/693, d1=0.505, d2=0.536 g=1.335 2/2 [==============================] - 0s 13ms/step >8, 681/693, d1=0.493, d2=0.492 g=1.936 2/2 [==============================] - 0s 13ms/step >8, 682/693, d1=0.530, d2=0.589 g=2.454 2/2 [==============================] - 0s 14ms/step >8, 683/693, d1=0.505, d2=0.596 g=1.804 2/2 [==============================] - 0s 13ms/step >8, 684/693, d1=0.636, d2=0.508 g=1.236 2/2 [==============================] - 0s 15ms/step >8, 685/693, d1=0.608, d2=0.485 g=1.663 2/2 [==============================] - 0s 12ms/step >8, 686/693, d1=0.574, d2=0.570 g=2.057 2/2 [==============================] - 0s 12ms/step >8, 687/693, d1=0.523, d2=0.629 g=1.651 2/2 [==============================] - 0s 12ms/step >8, 688/693, d1=0.590, d2=0.519 g=1.256 2/2 [==============================] - 0s 13ms/step >8, 689/693, d1=0.570, d2=0.563 g=1.569 2/2 [==============================] - 0s 13ms/step >8, 690/693, d1=0.572, d2=0.633 g=1.748 2/2 [==============================] - 0s 13ms/step >8, 691/693, d1=0.550, d2=0.579 g=1.588 2/2 [==============================] - 0s 13ms/step >8, 692/693, d1=0.586, d2=0.484 g=1.927 2/2 [==============================] - 0s 13ms/step >8, 693/693, d1=0.553, d2=0.724 g=1.770 2/2 [==============================] - 0s 14ms/step >9, 1/693, d1=0.597, d2=0.569 g=2.251 2/2 [==============================] - 0s 13ms/step >9, 2/693, d1=0.551, d2=0.467 g=1.576 2/2 [==============================] - 0s 13ms/step >9, 3/693, d1=0.495, d2=0.458 g=1.384 2/2 [==============================] - 0s 12ms/step >9, 4/693, d1=0.530, d2=0.582 g=1.580 2/2 [==============================] - 0s 14ms/step >9, 5/693, d1=0.471, d2=0.526 g=1.928 2/2 [==============================] - 0s 14ms/step >9, 6/693, d1=0.545, d2=0.481 g=1.725 2/2 [==============================] - 0s 13ms/step >9, 7/693, d1=0.569, d2=0.481 g=1.902 2/2 [==============================] - 0s 11ms/step >9, 8/693, d1=0.526, d2=0.638 g=1.973 2/2 [==============================] - 0s 13ms/step >9, 9/693, d1=0.645, d2=0.579 g=1.639 2/2 [==============================] - 0s 14ms/step >9, 10/693, d1=0.619, d2=0.520 g=1.860 2/2 [==============================] - 0s 13ms/step >9, 11/693, d1=0.621, d2=0.570 g=1.949 2/2 [==============================] - 0s 14ms/step >9, 12/693, d1=0.513, d2=0.576 g=1.303 2/2 [==============================] - 0s 12ms/step >9, 13/693, d1=0.620, d2=0.537 g=2.181 2/2 [==============================] - 0s 14ms/step >9, 14/693, d1=0.509, d2=0.480 g=2.085 2/2 [==============================] - 0s 13ms/step >9, 15/693, d1=0.565, d2=0.670 g=1.998 2/2 [==============================] - 0s 12ms/step >9, 16/693, d1=0.478, d2=0.567 g=1.940 2/2 [==============================] - 0s 13ms/step >9, 17/693, d1=0.569, d2=0.445 g=1.858 2/2 [==============================] - 0s 12ms/step >9, 18/693, d1=0.671, d2=0.500 g=1.927 2/2 [==============================] - 0s 13ms/step >9, 19/693, d1=0.589, d2=0.579 g=1.572 2/2 [==============================] - 0s 12ms/step >9, 20/693, d1=0.546, d2=0.639 g=1.538 2/2 [==============================] - 0s 13ms/step >9, 21/693, d1=0.616, d2=0.509 g=1.842 2/2 [==============================] - 0s 13ms/step >9, 22/693, d1=0.509, d2=0.601 g=1.282 2/2 [==============================] - 0s 13ms/step >9, 23/693, d1=0.550, d2=0.565 g=1.478 2/2 [==============================] - 0s 13ms/step >9, 24/693, d1=0.557, d2=0.550 g=1.829 2/2 [==============================] - 0s 13ms/step >9, 25/693, d1=0.551, d2=0.511 g=1.746 2/2 [==============================] - 0s 15ms/step >9, 26/693, d1=0.596, d2=0.514 g=1.784 2/2 [==============================] - 0s 13ms/step >9, 27/693, d1=0.675, d2=0.607 g=1.374 2/2 [==============================] - 0s 12ms/step >9, 28/693, d1=0.544, d2=0.584 g=1.450 2/2 [==============================] - 0s 13ms/step >9, 29/693, d1=0.510, d2=0.518 g=2.166 2/2 [==============================] - 0s 14ms/step >9, 30/693, d1=0.492, d2=0.644 g=2.420 2/2 [==============================] - 0s 13ms/step >9, 31/693, d1=0.494, d2=0.586 g=1.690 2/2 [==============================] - 0s 13ms/step >9, 32/693, d1=0.685, d2=0.496 g=1.596 2/2 [==============================] - 0s 11ms/step >9, 33/693, d1=0.615, d2=0.546 g=1.652 2/2 [==============================] - 0s 12ms/step >9, 34/693, d1=0.546, d2=0.619 g=2.110 2/2 [==============================] - 0s 12ms/step >9, 35/693, d1=0.592, d2=0.551 g=1.749 2/2 [==============================] - 0s 12ms/step >9, 36/693, d1=0.575, d2=0.542 g=1.674 2/2 [==============================] - 0s 15ms/step >9, 37/693, d1=0.529, d2=0.629 g=1.479 2/2 [==============================] - 0s 12ms/step >9, 38/693, d1=0.471, d2=0.496 g=1.779 2/2 [==============================] - 0s 13ms/step >9, 39/693, d1=0.668, d2=0.576 g=1.963 2/2 [==============================] - 0s 13ms/step >9, 40/693, d1=0.624, d2=0.607 g=1.677 2/2 [==============================] - 0s 14ms/step >9, 41/693, d1=0.573, d2=0.521 g=1.693 2/2 [==============================] - 0s 11ms/step >9, 42/693, d1=0.618, d2=0.640 g=1.709 2/2 [==============================] - 0s 14ms/step >9, 43/693, d1=0.543, d2=0.554 g=1.695 2/2 [==============================] - 0s 14ms/step >9, 44/693, d1=0.563, d2=0.482 g=1.701 2/2 [==============================] - 0s 12ms/step >9, 45/693, d1=0.593, d2=0.617 g=1.386 2/2 [==============================] - 0s 11ms/step >9, 46/693, d1=0.627, d2=0.593 g=1.881 2/2 [==============================] - 0s 13ms/step >9, 47/693, d1=0.533, d2=0.514 g=2.269 2/2 [==============================] - 0s 11ms/step >9, 48/693, d1=0.495, d2=0.601 g=1.483 2/2 [==============================] - 0s 14ms/step >9, 49/693, d1=0.594, d2=0.529 g=1.846 2/2 [==============================] - 0s 14ms/step >9, 50/693, d1=0.648, d2=0.531 g=1.700 2/2 [==============================] - 0s 14ms/step >9, 51/693, d1=0.606, d2=0.575 g=1.243 2/2 [==============================] - 0s 13ms/step >9, 52/693, d1=0.535, d2=0.575 g=1.393 2/2 [==============================] - 0s 12ms/step >9, 53/693, d1=0.557, d2=0.503 g=1.965 2/2 [==============================] - 0s 15ms/step >9, 54/693, d1=0.566, d2=0.619 g=1.241 2/2 [==============================] - 0s 12ms/step >9, 55/693, d1=0.629, d2=0.573 g=2.008 2/2 [==============================] - 0s 12ms/step >9, 56/693, d1=0.619, d2=0.631 g=1.476 2/2 [==============================] - 0s 13ms/step >9, 57/693, d1=0.427, d2=0.617 g=1.407 2/2 [==============================] - 0s 17ms/step >9, 58/693, d1=0.646, d2=0.471 g=1.917 2/2 [==============================] - 0s 13ms/step >9, 59/693, d1=0.515, d2=0.591 g=1.567 2/2 [==============================] - 0s 12ms/step >9, 60/693, d1=0.543, d2=0.488 g=1.531 2/2 [==============================] - 0s 13ms/step >9, 61/693, d1=0.524, d2=0.565 g=1.960 2/2 [==============================] - 0s 13ms/step >9, 62/693, d1=0.604, d2=0.623 g=1.852 2/2 [==============================] - 0s 14ms/step >9, 63/693, d1=0.595, d2=0.559 g=1.858 2/2 [==============================] - 0s 12ms/step >9, 64/693, d1=0.508, d2=0.719 g=1.465 2/2 [==============================] - 0s 12ms/step >9, 65/693, d1=0.558, d2=0.611 g=1.485 2/2 [==============================] - 0s 13ms/step >9, 66/693, d1=0.616, d2=0.386 g=1.679 2/2 [==============================] - 0s 12ms/step >9, 67/693, d1=0.664, d2=0.559 g=1.380 2/2 [==============================] - 0s 13ms/step >9, 68/693, d1=0.571, d2=0.554 g=1.672 2/2 [==============================] - 0s 13ms/step >9, 69/693, d1=0.554, d2=0.597 g=1.807 2/2 [==============================] - 0s 11ms/step >9, 70/693, d1=0.524, d2=0.557 g=1.823 2/2 [==============================] - 0s 12ms/step >9, 71/693, d1=0.637, d2=0.593 g=1.625 2/2 [==============================] - 0s 14ms/step >9, 72/693, d1=0.579, d2=0.629 g=1.451 2/2 [==============================] - 0s 13ms/step >9, 73/693, d1=0.502, d2=0.531 g=2.119 2/2 [==============================] - 0s 14ms/step >9, 74/693, d1=0.680, d2=0.510 g=1.454 2/2 [==============================] - 0s 12ms/step >9, 75/693, d1=0.563, d2=0.645 g=1.515 2/2 [==============================] - 0s 11ms/step >9, 76/693, d1=0.574, d2=0.606 g=1.899 2/2 [==============================] - 0s 13ms/step >9, 77/693, d1=0.621, d2=0.474 g=1.405 2/2 [==============================] - 0s 14ms/step >9, 78/693, d1=0.584, d2=0.558 g=1.323 2/2 [==============================] - 0s 12ms/step >9, 79/693, d1=0.576, d2=0.638 g=1.806 2/2 [==============================] - 0s 13ms/step >9, 80/693, d1=0.488, d2=0.554 g=2.256 2/2 [==============================] - 0s 13ms/step >9, 81/693, d1=0.536, d2=0.577 g=2.104 2/2 [==============================] - 0s 14ms/step >9, 82/693, d1=0.595, d2=0.593 g=1.779 2/2 [==============================] - 0s 12ms/step >9, 83/693, d1=0.642, d2=0.474 g=1.988 2/2 [==============================] - 0s 14ms/step >9, 84/693, d1=0.561, d2=0.467 g=1.437 2/2 [==============================] - 0s 12ms/step >9, 85/693, d1=0.616, d2=0.528 g=1.588 2/2 [==============================] - 0s 12ms/step >9, 86/693, d1=0.518, d2=0.590 g=2.047 2/2 [==============================] - 0s 13ms/step >9, 87/693, d1=0.531, d2=0.606 g=1.643 2/2 [==============================] - 0s 14ms/step >9, 88/693, d1=0.635, d2=0.626 g=1.382 2/2 [==============================] - 0s 12ms/step >9, 89/693, d1=0.561, d2=0.557 g=1.556 2/2 [==============================] - 0s 14ms/step >9, 90/693, d1=0.538, d2=0.548 g=1.848 2/2 [==============================] - 0s 13ms/step >9, 91/693, d1=0.517, d2=0.563 g=1.496 2/2 [==============================] - 0s 14ms/step >9, 92/693, d1=0.505, d2=0.490 g=1.965 2/2 [==============================] - 0s 14ms/step >9, 93/693, d1=0.590, d2=0.528 g=1.753 2/2 [==============================] - 0s 13ms/step >9, 94/693, d1=0.657, d2=0.549 g=1.703 2/2 [==============================] - 0s 13ms/step >9, 95/693, d1=0.535, d2=0.615 g=1.967 2/2 [==============================] - 0s 13ms/step >9, 96/693, d1=0.591, d2=0.495 g=1.644 2/2 [==============================] - 0s 13ms/step >9, 97/693, d1=0.637, d2=0.605 g=1.231 2/2 [==============================] - 0s 13ms/step >9, 98/693, d1=0.560, d2=0.634 g=1.984 2/2 [==============================] - 0s 13ms/step >9, 99/693, d1=0.501, d2=0.536 g=2.341 2/2 [==============================] - 0s 14ms/step >9, 100/693, d1=0.709, d2=0.580 g=1.789 2/2 [==============================] - 0s 13ms/step >9, 101/693, d1=0.622, d2=0.509 g=1.639 2/2 [==============================] - 0s 12ms/step >9, 102/693, d1=0.489, d2=0.474 g=1.740 2/2 [==============================] - 0s 14ms/step >9, 103/693, d1=0.496, d2=0.589 g=1.911 2/2 [==============================] - 0s 12ms/step >9, 104/693, d1=0.524, d2=0.536 g=1.491 2/2 [==============================] - 0s 13ms/step >9, 105/693, d1=0.626, d2=0.485 g=2.096 2/2 [==============================] - 0s 13ms/step >9, 106/693, d1=0.503, d2=0.561 g=1.597 2/2 [==============================] - 0s 14ms/step >9, 107/693, d1=0.607, d2=0.560 g=1.812 2/2 [==============================] - 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0s 12ms/step >9, 185/693, d1=0.555, d2=0.717 g=1.882 2/2 [==============================] - 0s 13ms/step >9, 186/693, d1=0.527, d2=0.536 g=2.020 2/2 [==============================] - 0s 14ms/step >9, 187/693, d1=0.556, d2=0.501 g=2.259 2/2 [==============================] - 0s 14ms/step >9, 188/693, d1=0.611, d2=0.475 g=2.458 2/2 [==============================] - 0s 13ms/step >9, 189/693, d1=0.533, d2=0.494 g=1.618 2/2 [==============================] - 0s 13ms/step >9, 190/693, d1=0.616, d2=0.667 g=2.272 2/2 [==============================] - 0s 12ms/step >9, 191/693, d1=0.506, d2=0.584 g=1.600 2/2 [==============================] - 0s 12ms/step >9, 192/693, d1=0.642, d2=0.440 g=1.967 2/2 [==============================] - 0s 13ms/step >9, 193/693, d1=0.492, d2=0.562 g=1.405 2/2 [==============================] - 0s 12ms/step >9, 194/693, d1=0.503, d2=0.586 g=2.162 2/2 [==============================] - 0s 11ms/step >9, 195/693, d1=0.636, d2=0.552 g=1.895 2/2 [==============================] - 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0s 13ms/step >9, 207/693, d1=0.605, d2=0.528 g=1.882 2/2 [==============================] - 0s 14ms/step >9, 208/693, d1=0.570, d2=0.584 g=1.775 2/2 [==============================] - 0s 13ms/step >9, 209/693, d1=0.582, d2=0.431 g=1.728 2/2 [==============================] - 0s 14ms/step >9, 210/693, d1=0.472, d2=0.599 g=1.904 2/2 [==============================] - 0s 12ms/step >9, 211/693, d1=0.585, d2=0.619 g=1.589 2/2 [==============================] - 0s 13ms/step >9, 212/693, d1=0.667, d2=0.555 g=1.414 2/2 [==============================] - 0s 13ms/step >9, 213/693, d1=0.459, d2=0.536 g=1.749 2/2 [==============================] - 0s 13ms/step >9, 214/693, d1=0.520, d2=0.596 g=1.419 2/2 [==============================] - 0s 13ms/step >9, 215/693, d1=0.684, d2=0.548 g=1.535 2/2 [==============================] - 0s 13ms/step >9, 216/693, d1=0.533, d2=0.488 g=2.181 2/2 [==============================] - 0s 12ms/step >9, 217/693, d1=0.507, d2=0.588 g=1.608 2/2 [==============================] - 0s 12ms/step >9, 218/693, d1=0.573, d2=0.554 g=1.693 2/2 [==============================] - 0s 13ms/step >9, 219/693, d1=0.569, d2=0.525 g=1.778 2/2 [==============================] - 0s 14ms/step >9, 220/693, d1=0.619, d2=0.530 g=1.330 2/2 [==============================] - 0s 13ms/step >9, 221/693, d1=0.572, d2=0.588 g=1.932 2/2 [==============================] - 0s 13ms/step >9, 222/693, d1=0.520, d2=0.547 g=1.495 2/2 [==============================] - 0s 12ms/step >9, 223/693, d1=0.601, d2=0.492 g=1.997 2/2 [==============================] - 0s 12ms/step >9, 224/693, d1=0.531, d2=0.621 g=1.981 2/2 [==============================] - 0s 11ms/step >9, 225/693, d1=0.664, d2=0.534 g=1.644 2/2 [==============================] - 0s 13ms/step >9, 226/693, d1=0.570, d2=0.576 g=1.890 2/2 [==============================] - 0s 13ms/step >9, 227/693, d1=0.609, d2=0.585 g=1.761 2/2 [==============================] - 0s 12ms/step >9, 228/693, d1=0.497, d2=0.548 g=1.407 2/2 [==============================] - 0s 13ms/step >9, 229/693, d1=0.616, d2=0.619 g=1.797 2/2 [==============================] - 0s 13ms/step >9, 230/693, d1=0.569, d2=0.518 g=1.913 2/2 [==============================] - 0s 14ms/step >9, 231/693, d1=0.680, d2=0.605 g=1.527 2/2 [==============================] - 0s 13ms/step >9, 232/693, d1=0.526, d2=0.550 g=1.676 2/2 [==============================] - 0s 12ms/step >9, 233/693, d1=0.531, d2=0.566 g=2.052 2/2 [==============================] - 0s 14ms/step >9, 234/693, d1=0.662, d2=0.536 g=2.045 2/2 [==============================] - 0s 14ms/step >9, 235/693, d1=0.500, d2=0.611 g=1.898 2/2 [==============================] - 0s 13ms/step >9, 236/693, d1=0.554, d2=0.575 g=1.692 2/2 [==============================] - 0s 12ms/step >9, 237/693, d1=0.540, d2=0.538 g=1.883 2/2 [==============================] - 0s 12ms/step >9, 238/693, d1=0.553, d2=0.575 g=1.519 2/2 [==============================] - 0s 12ms/step >9, 239/693, d1=0.605, d2=0.518 g=2.217 2/2 [==============================] - 0s 13ms/step >9, 240/693, d1=0.589, d2=0.516 g=2.045 2/2 [==============================] - 0s 13ms/step >9, 241/693, d1=0.563, d2=0.578 g=1.656 2/2 [==============================] - 0s 12ms/step >9, 242/693, d1=0.485, d2=0.456 g=1.665 2/2 [==============================] - 0s 15ms/step >9, 243/693, d1=0.607, d2=0.555 g=1.876 2/2 [==============================] - 0s 13ms/step >9, 244/693, d1=0.634, d2=0.619 g=2.058 2/2 [==============================] - 0s 12ms/step >9, 245/693, d1=0.584, d2=0.619 g=2.062 2/2 [==============================] - 0s 12ms/step >9, 246/693, d1=0.639, d2=0.577 g=2.379 2/2 [==============================] - 0s 12ms/step >9, 247/693, d1=0.562, d2=0.522 g=2.117 2/2 [==============================] - 0s 13ms/step >9, 248/693, d1=0.592, d2=0.596 g=1.890 2/2 [==============================] - 0s 12ms/step >9, 249/693, d1=0.528, d2=0.515 g=2.086 2/2 [==============================] - 0s 12ms/step >9, 250/693, d1=0.540, d2=0.615 g=1.641 2/2 [==============================] - 0s 13ms/step >9, 251/693, d1=0.498, d2=0.654 g=2.110 2/2 [==============================] - 0s 13ms/step >9, 252/693, d1=0.544, d2=0.505 g=2.210 2/2 [==============================] - 0s 14ms/step >9, 253/693, d1=0.557, d2=0.532 g=1.721 2/2 [==============================] - 0s 13ms/step >9, 254/693, d1=0.551, d2=0.697 g=1.274 2/2 [==============================] - 0s 12ms/step >9, 255/693, d1=0.511, d2=0.548 g=1.398 2/2 [==============================] - 0s 13ms/step >9, 256/693, d1=0.615, d2=0.454 g=1.386 2/2 [==============================] - 0s 12ms/step >9, 257/693, d1=0.544, d2=0.540 g=1.539 2/2 [==============================] - 0s 12ms/step >9, 258/693, d1=0.546, d2=0.495 g=1.637 2/2 [==============================] - 0s 14ms/step >9, 259/693, d1=0.521, d2=0.614 g=1.460 2/2 [==============================] - 0s 12ms/step >9, 260/693, d1=0.631, d2=0.538 g=1.758 2/2 [==============================] - 0s 13ms/step >9, 261/693, d1=0.535, d2=0.578 g=1.919 2/2 [==============================] - 0s 12ms/step >9, 262/693, d1=0.616, d2=0.628 g=1.795 2/2 [==============================] - 0s 13ms/step >9, 263/693, d1=0.543, d2=0.557 g=1.779 2/2 [==============================] - 0s 13ms/step >9, 264/693, d1=0.586, d2=0.534 g=2.223 2/2 [==============================] - 0s 13ms/step >9, 265/693, d1=0.579, d2=0.544 g=1.782 2/2 [==============================] - 0s 13ms/step >9, 266/693, d1=0.599, d2=0.551 g=2.069 2/2 [==============================] - 0s 13ms/step >9, 267/693, d1=0.590, d2=0.503 g=2.047 2/2 [==============================] - 0s 13ms/step >9, 268/693, d1=0.555, d2=0.533 g=2.055 2/2 [==============================] - 0s 12ms/step >9, 269/693, d1=0.543, d2=0.539 g=1.845 2/2 [==============================] - 0s 15ms/step >9, 270/693, d1=0.618, d2=0.505 g=1.749 2/2 [==============================] - 0s 13ms/step >9, 271/693, d1=0.504, d2=0.591 g=2.175 2/2 [==============================] - 0s 13ms/step >9, 272/693, d1=0.565, d2=0.548 g=1.723 2/2 [==============================] - 0s 13ms/step >9, 273/693, d1=0.579, d2=0.529 g=1.574 2/2 [==============================] - 0s 13ms/step >9, 274/693, d1=0.521, d2=0.437 g=2.113 2/2 [==============================] - 0s 14ms/step >9, 275/693, d1=0.532, d2=0.599 g=1.800 2/2 [==============================] - 0s 12ms/step >9, 276/693, d1=0.524, d2=0.623 g=2.028 2/2 [==============================] - 0s 13ms/step >9, 277/693, d1=0.549, d2=0.434 g=1.831 2/2 [==============================] - 0s 12ms/step >9, 278/693, d1=0.655, d2=0.454 g=1.495 2/2 [==============================] - 0s 13ms/step >9, 279/693, d1=0.496, d2=0.553 g=1.992 2/2 [==============================] - 0s 13ms/step >9, 280/693, d1=0.461, d2=0.560 g=1.708 2/2 [==============================] - 0s 13ms/step >9, 281/693, d1=0.593, d2=0.532 g=2.346 2/2 [==============================] - 0s 13ms/step >9, 282/693, d1=0.401, d2=0.509 g=1.403 2/2 [==============================] - 0s 12ms/step >9, 283/693, d1=0.550, d2=0.481 g=2.123 2/2 [==============================] - 0s 12ms/step >9, 284/693, d1=0.712, d2=0.626 g=1.742 2/2 [==============================] - 0s 14ms/step >9, 285/693, d1=0.517, d2=0.520 g=1.579 2/2 [==============================] - 0s 12ms/step >9, 286/693, d1=0.569, d2=0.600 g=1.881 2/2 [==============================] - 0s 12ms/step >9, 287/693, d1=0.648, d2=0.512 g=1.937 2/2 [==============================] - 0s 13ms/step >9, 288/693, d1=0.493, d2=0.601 g=1.501 2/2 [==============================] - 0s 14ms/step >9, 289/693, d1=0.474, d2=0.537 g=1.950 2/2 [==============================] - 0s 12ms/step >9, 290/693, d1=0.697, d2=0.572 g=1.838 2/2 [==============================] - 0s 12ms/step >9, 291/693, d1=0.571, d2=0.575 g=2.366 2/2 [==============================] - 0s 12ms/step >9, 292/693, d1=0.516, d2=0.633 g=1.861 2/2 [==============================] - 0s 13ms/step >9, 293/693, d1=0.576, d2=0.556 g=2.561 2/2 [==============================] - 0s 13ms/step >9, 294/693, d1=0.612, d2=0.498 g=2.172 2/2 [==============================] - 0s 13ms/step >9, 295/693, d1=0.630, d2=0.482 g=1.205 2/2 [==============================] - 0s 13ms/step >9, 296/693, d1=0.610, d2=0.575 g=1.336 2/2 [==============================] - 0s 13ms/step >9, 297/693, d1=0.560, d2=0.666 g=1.593 2/2 [==============================] - 0s 15ms/step >9, 298/693, d1=0.499, d2=0.518 g=1.989 2/2 [==============================] - 0s 12ms/step >9, 299/693, d1=0.725, d2=0.592 g=1.728 2/2 [==============================] - 0s 13ms/step >9, 300/693, d1=0.468, d2=0.528 g=1.547 2/2 [==============================] - 0s 13ms/step >9, 301/693, d1=0.556, d2=0.525 g=1.479 2/2 [==============================] - 0s 13ms/step >9, 302/693, d1=0.654, d2=0.581 g=1.584 2/2 [==============================] - 0s 13ms/step >9, 303/693, d1=0.531, d2=0.628 g=1.724 2/2 [==============================] - 0s 12ms/step >9, 304/693, d1=0.674, d2=0.558 g=1.673 2/2 [==============================] - 0s 13ms/step >9, 305/693, d1=0.554, d2=0.604 g=1.918 2/2 [==============================] - 0s 13ms/step >9, 306/693, d1=0.539, d2=0.568 g=2.178 2/2 [==============================] - 0s 13ms/step >9, 307/693, d1=0.632, d2=0.603 g=1.437 2/2 [==============================] - 0s 13ms/step >9, 308/693, d1=0.557, d2=0.476 g=2.025 2/2 [==============================] - 0s 14ms/step >9, 309/693, d1=0.512, d2=0.603 g=1.544 2/2 [==============================] - 0s 14ms/step >9, 310/693, d1=0.570, d2=0.599 g=1.418 2/2 [==============================] - 0s 13ms/step >9, 311/693, d1=0.652, d2=0.469 g=1.573 2/2 [==============================] - 0s 13ms/step >9, 312/693, d1=0.509, d2=0.579 g=1.577 2/2 [==============================] - 0s 13ms/step >9, 313/693, d1=0.597, d2=0.519 g=1.828 2/2 [==============================] - 0s 13ms/step >9, 314/693, d1=0.541, d2=0.617 g=1.864 2/2 [==============================] - 0s 14ms/step >9, 315/693, d1=0.548, d2=0.513 g=2.121 2/2 [==============================] - 0s 13ms/step >9, 316/693, d1=0.590, d2=0.575 g=1.513 2/2 [==============================] - 0s 13ms/step >9, 317/693, d1=0.651, d2=0.581 g=1.884 2/2 [==============================] - 0s 14ms/step >9, 318/693, d1=0.569, d2=0.690 g=1.496 2/2 [==============================] - 0s 13ms/step >9, 319/693, d1=0.544, d2=0.696 g=1.711 2/2 [==============================] - 0s 13ms/step >9, 320/693, d1=0.648, d2=0.485 g=1.662 2/2 [==============================] - 0s 12ms/step >9, 321/693, d1=0.596, d2=0.525 g=1.608 2/2 [==============================] - 0s 13ms/step >9, 322/693, d1=0.568, d2=0.537 g=1.978 2/2 [==============================] - 0s 13ms/step >9, 323/693, d1=0.578, d2=0.471 g=1.694 2/2 [==============================] - 0s 13ms/step >9, 324/693, d1=0.480, d2=0.648 g=1.679 2/2 [==============================] - 0s 14ms/step >9, 325/693, d1=0.545, d2=0.492 g=1.797 2/2 [==============================] - 0s 13ms/step >9, 326/693, d1=0.602, d2=0.559 g=1.782 2/2 [==============================] - 0s 12ms/step >9, 327/693, d1=0.666, d2=0.615 g=1.482 2/2 [==============================] - 0s 14ms/step >9, 328/693, d1=0.538, d2=0.589 g=1.838 2/2 [==============================] - 0s 14ms/step >9, 329/693, d1=0.559, d2=0.447 g=1.884 2/2 [==============================] - 0s 14ms/step >9, 330/693, d1=0.571, d2=0.609 g=1.436 2/2 [==============================] - 0s 15ms/step >9, 331/693, d1=0.581, d2=0.610 g=1.727 2/2 [==============================] - 0s 14ms/step >9, 332/693, d1=0.519, d2=0.617 g=1.735 2/2 [==============================] - 0s 13ms/step >9, 333/693, d1=0.696, d2=0.534 g=1.820 2/2 [==============================] - 0s 12ms/step >9, 334/693, d1=0.544, d2=0.424 g=2.076 2/2 [==============================] - 0s 11ms/step >9, 335/693, d1=0.638, d2=0.538 g=1.563 2/2 [==============================] - 0s 12ms/step >9, 336/693, d1=0.511, d2=0.526 g=1.484 2/2 [==============================] - 0s 12ms/step >9, 337/693, d1=0.549, d2=0.553 g=1.509 2/2 [==============================] - 0s 12ms/step >9, 338/693, d1=0.564, d2=0.502 g=1.986 2/2 [==============================] - 0s 12ms/step >9, 339/693, d1=0.546, d2=0.504 g=1.724 2/2 [==============================] - 0s 13ms/step >9, 340/693, d1=0.462, d2=0.542 g=2.226 2/2 [==============================] - 0s 12ms/step >9, 341/693, d1=0.637, d2=0.606 g=1.778 2/2 [==============================] - 0s 12ms/step >9, 342/693, d1=0.596, d2=0.561 g=1.772 2/2 [==============================] - 0s 13ms/step >9, 343/693, d1=0.485, d2=0.531 g=1.637 2/2 [==============================] - 0s 13ms/step >9, 344/693, d1=0.542, d2=0.520 g=2.049 2/2 [==============================] - 0s 13ms/step >9, 345/693, d1=0.569, d2=0.503 g=1.767 2/2 [==============================] - 0s 12ms/step >9, 346/693, d1=0.595, d2=0.531 g=2.002 2/2 [==============================] - 0s 12ms/step >9, 347/693, d1=0.606, d2=0.595 g=1.805 2/2 [==============================] - 0s 12ms/step >9, 348/693, d1=0.574, d2=0.454 g=1.462 2/2 [==============================] - 0s 11ms/step >9, 349/693, d1=0.508, d2=0.639 g=1.903 2/2 [==============================] - 0s 14ms/step >9, 350/693, d1=0.493, d2=0.553 g=1.843 2/2 [==============================] - 0s 11ms/step >9, 351/693, d1=0.694, d2=0.487 g=1.694 2/2 [==============================] - 0s 13ms/step >9, 352/693, d1=0.625, d2=0.595 g=1.866 2/2 [==============================] - 0s 12ms/step >9, 353/693, d1=0.480, d2=0.558 g=1.936 2/2 [==============================] - 0s 11ms/step >9, 354/693, d1=0.517, d2=0.553 g=1.674 2/2 [==============================] - 0s 16ms/step >9, 355/693, d1=0.654, d2=0.538 g=1.647 2/2 [==============================] - 0s 12ms/step >9, 356/693, d1=0.564, d2=0.617 g=1.386 2/2 [==============================] - 0s 12ms/step >9, 357/693, d1=0.583, d2=0.549 g=1.794 2/2 [==============================] - 0s 13ms/step >9, 358/693, d1=0.523, d2=0.565 g=1.296 2/2 [==============================] - 0s 12ms/step >9, 359/693, d1=0.587, d2=0.501 g=1.330 2/2 [==============================] - 0s 13ms/step >9, 360/693, d1=0.448, d2=0.527 g=2.374 2/2 [==============================] - 0s 13ms/step >9, 361/693, d1=0.550, d2=0.511 g=1.881 2/2 [==============================] - 0s 13ms/step >9, 362/693, d1=0.496, d2=0.568 g=1.753 2/2 [==============================] - 0s 12ms/step >9, 363/693, d1=0.609, d2=0.584 g=2.037 2/2 [==============================] - 0s 13ms/step >9, 364/693, d1=0.557, d2=0.512 g=1.696 2/2 [==============================] - 0s 12ms/step >9, 365/693, d1=0.639, d2=0.557 g=1.832 2/2 [==============================] - 0s 13ms/step >9, 366/693, d1=0.485, d2=0.571 g=1.466 2/2 [==============================] - 0s 11ms/step >9, 367/693, d1=0.493, d2=0.488 g=1.974 2/2 [==============================] - 0s 12ms/step >9, 368/693, d1=0.608, d2=0.543 g=1.347 2/2 [==============================] - 0s 12ms/step >9, 369/693, d1=0.444, d2=0.549 g=1.395 2/2 [==============================] - 0s 14ms/step >9, 370/693, d1=0.584, d2=0.495 g=1.463 2/2 [==============================] - 0s 13ms/step >9, 371/693, d1=0.577, d2=0.665 g=2.099 2/2 [==============================] - 0s 12ms/step >9, 372/693, d1=0.621, d2=0.520 g=1.908 2/2 [==============================] - 0s 12ms/step >9, 373/693, d1=0.536, d2=0.552 g=1.606 2/2 [==============================] - 0s 13ms/step >9, 374/693, d1=0.529, d2=0.541 g=1.816 2/2 [==============================] - 0s 13ms/step >9, 375/693, d1=0.550, d2=0.545 g=2.225 2/2 [==============================] - 0s 13ms/step >9, 376/693, d1=0.507, d2=0.484 g=1.412 2/2 [==============================] - 0s 12ms/step >9, 377/693, d1=0.537, d2=0.577 g=2.233 2/2 [==============================] - 0s 15ms/step >9, 378/693, d1=0.562, d2=0.594 g=1.616 2/2 [==============================] - 0s 12ms/step >9, 379/693, d1=0.641, d2=0.560 g=1.905 2/2 [==============================] - 0s 13ms/step >9, 380/693, d1=0.537, d2=0.526 g=1.810 2/2 [==============================] - 0s 14ms/step >9, 381/693, d1=0.551, d2=0.589 g=1.768 2/2 [==============================] - 0s 12ms/step >9, 382/693, d1=0.543, d2=0.588 g=1.491 2/2 [==============================] - 0s 12ms/step >9, 383/693, d1=0.522, d2=0.566 g=2.056 2/2 [==============================] - 0s 12ms/step >9, 384/693, d1=0.534, d2=0.588 g=2.460 2/2 [==============================] - 0s 12ms/step >9, 385/693, d1=0.656, d2=0.543 g=2.860 2/2 [==============================] - 0s 12ms/step >9, 386/693, d1=0.478, d2=0.552 g=1.636 2/2 [==============================] - 0s 13ms/step >9, 387/693, d1=0.569, d2=0.453 g=2.006 2/2 [==============================] - 0s 14ms/step >9, 388/693, d1=0.605, d2=0.513 g=1.890 2/2 [==============================] - 0s 12ms/step >9, 389/693, d1=0.546, d2=0.559 g=1.641 2/2 [==============================] - 0s 13ms/step >9, 390/693, d1=0.465, d2=0.614 g=1.666 2/2 [==============================] - 0s 12ms/step >9, 391/693, d1=0.499, d2=0.484 g=1.784 2/2 [==============================] - 0s 13ms/step >9, 392/693, d1=0.644, d2=0.486 g=1.711 2/2 [==============================] - 0s 15ms/step >9, 393/693, d1=0.580, d2=0.522 g=1.695 2/2 [==============================] - 0s 13ms/step >9, 394/693, d1=0.622, d2=0.599 g=1.357 2/2 [==============================] - 0s 13ms/step >9, 395/693, d1=0.474, d2=0.592 g=1.956 2/2 [==============================] - 0s 13ms/step >9, 396/693, d1=0.557, d2=0.482 g=1.823 2/2 [==============================] - 0s 14ms/step >9, 397/693, d1=0.575, d2=0.470 g=1.780 2/2 [==============================] - 0s 14ms/step >9, 398/693, d1=0.544, d2=0.560 g=1.745 2/2 [==============================] - 0s 12ms/step >9, 399/693, d1=0.543, d2=0.555 g=2.111 2/2 [==============================] - 0s 12ms/step >9, 400/693, d1=0.552, d2=0.520 g=1.658 2/2 [==============================] - 0s 13ms/step >9, 401/693, d1=0.563, d2=0.543 g=1.571 2/2 [==============================] - 0s 12ms/step >9, 402/693, d1=0.494, d2=0.579 g=2.331 2/2 [==============================] - 0s 13ms/step >9, 403/693, d1=0.525, d2=0.591 g=1.856 2/2 [==============================] - 0s 11ms/step >9, 404/693, d1=0.589, d2=0.540 g=1.914 2/2 [==============================] - 0s 13ms/step >9, 405/693, d1=0.549, d2=0.524 g=1.979 2/2 [==============================] - 0s 13ms/step >9, 406/693, d1=0.598, d2=0.532 g=1.884 2/2 [==============================] - 0s 12ms/step >9, 407/693, d1=0.589, d2=0.528 g=2.018 2/2 [==============================] - 0s 13ms/step >9, 408/693, d1=0.497, d2=0.454 g=1.563 2/2 [==============================] - 0s 13ms/step >9, 409/693, d1=0.481, d2=0.506 g=1.473 2/2 [==============================] - 0s 12ms/step >9, 410/693, d1=0.528, d2=0.563 g=1.748 2/2 [==============================] - 0s 13ms/step >9, 411/693, d1=0.577, d2=0.588 g=1.692 2/2 [==============================] - 0s 14ms/step >9, 412/693, d1=0.557, d2=0.548 g=1.652 2/2 [==============================] - 0s 12ms/step >9, 413/693, d1=0.517, d2=0.517 g=1.816 2/2 [==============================] - 0s 13ms/step >9, 414/693, d1=0.522, d2=0.557 g=1.711 2/2 [==============================] - 0s 14ms/step >9, 415/693, d1=0.528, d2=0.559 g=2.230 2/2 [==============================] - 0s 13ms/step >9, 416/693, d1=0.486, d2=0.542 g=1.808 2/2 [==============================] - 0s 13ms/step >9, 417/693, d1=0.605, d2=0.553 g=1.621 2/2 [==============================] - 0s 12ms/step >9, 418/693, d1=0.536, d2=0.486 g=1.574 2/2 [==============================] - 0s 13ms/step >9, 419/693, d1=0.582, d2=0.476 g=2.036 2/2 [==============================] - 0s 14ms/step >9, 420/693, d1=0.645, d2=0.545 g=2.011 2/2 [==============================] - 0s 16ms/step >9, 421/693, d1=0.486, d2=0.541 g=1.638 2/2 [==============================] - 0s 13ms/step >9, 422/693, d1=0.603, d2=0.652 g=2.804 2/2 [==============================] - 0s 12ms/step >9, 423/693, d1=0.560, d2=0.591 g=2.047 2/2 [==============================] - 0s 13ms/step >9, 424/693, d1=0.492, d2=0.507 g=1.968 2/2 [==============================] - 0s 14ms/step >9, 425/693, d1=0.640, d2=0.600 g=2.325 2/2 [==============================] - 0s 13ms/step >9, 426/693, d1=0.517, d2=0.557 g=1.717 2/2 [==============================] - 0s 13ms/step >9, 427/693, d1=0.597, d2=0.556 g=2.264 2/2 [==============================] - 0s 14ms/step >9, 428/693, d1=0.485, d2=0.517 g=2.510 2/2 [==============================] - 0s 12ms/step >9, 429/693, d1=0.561, d2=0.555 g=2.255 2/2 [==============================] - 0s 12ms/step >9, 430/693, d1=0.638, d2=0.645 g=1.888 2/2 [==============================] - 0s 13ms/step >9, 431/693, d1=0.556, d2=0.537 g=2.003 2/2 [==============================] - 0s 12ms/step >9, 432/693, d1=0.614, d2=0.488 g=2.026 2/2 [==============================] - 0s 12ms/step >9, 433/693, d1=0.579, d2=0.617 g=1.826 2/2 [==============================] - 0s 12ms/step >9, 434/693, d1=0.533, d2=0.526 g=1.950 2/2 [==============================] - 0s 15ms/step >9, 435/693, d1=0.623, d2=0.480 g=1.523 2/2 [==============================] - 0s 13ms/step >9, 436/693, d1=0.567, d2=0.539 g=1.480 2/2 [==============================] - 0s 13ms/step >9, 437/693, d1=0.471, d2=0.588 g=1.722 2/2 [==============================] - 0s 13ms/step >9, 438/693, d1=0.597, d2=0.567 g=1.754 2/2 [==============================] - 0s 14ms/step >9, 439/693, d1=0.521, d2=0.576 g=2.485 2/2 [==============================] - 0s 15ms/step >9, 440/693, d1=0.591, d2=0.505 g=1.514 2/2 [==============================] - 0s 14ms/step >9, 441/693, d1=0.616, d2=0.552 g=1.750 2/2 [==============================] - 0s 13ms/step >9, 442/693, d1=0.533, d2=0.629 g=1.609 2/2 [==============================] - 0s 13ms/step >9, 443/693, d1=0.602, d2=0.531 g=1.498 2/2 [==============================] - 0s 13ms/step >9, 444/693, d1=0.576, d2=0.539 g=1.904 2/2 [==============================] - 0s 13ms/step >9, 445/693, d1=0.609, d2=0.542 g=1.663 2/2 [==============================] - 0s 13ms/step >9, 446/693, d1=0.562, d2=0.543 g=1.862 2/2 [==============================] - 0s 11ms/step >9, 447/693, d1=0.482, d2=0.598 g=1.801 2/2 [==============================] - 0s 13ms/step >9, 448/693, d1=0.535, d2=0.535 g=1.938 2/2 [==============================] - 0s 12ms/step >9, 449/693, d1=0.552, d2=0.469 g=1.922 2/2 [==============================] - 0s 15ms/step >9, 450/693, d1=0.619, d2=0.578 g=2.083 2/2 [==============================] - 0s 13ms/step >9, 451/693, d1=0.621, d2=0.640 g=1.569 2/2 [==============================] - 0s 13ms/step >9, 452/693, d1=0.535, d2=0.545 g=1.902 2/2 [==============================] - 0s 12ms/step >9, 453/693, d1=0.560, d2=0.464 g=1.760 2/2 [==============================] - 0s 15ms/step >9, 454/693, d1=0.612, d2=0.499 g=1.332 2/2 [==============================] - 0s 14ms/step >9, 455/693, d1=0.502, d2=0.570 g=1.531 2/2 [==============================] - 0s 14ms/step >9, 456/693, d1=0.535, d2=0.561 g=1.440 2/2 [==============================] - 0s 13ms/step >9, 457/693, d1=0.477, d2=0.554 g=2.010 2/2 [==============================] - 0s 13ms/step >9, 458/693, d1=0.649, d2=0.512 g=1.917 2/2 [==============================] - 0s 13ms/step >9, 459/693, d1=0.617, d2=0.657 g=1.824 2/2 [==============================] - 0s 12ms/step >9, 460/693, d1=0.599, d2=0.539 g=2.018 2/2 [==============================] - 0s 14ms/step >9, 461/693, d1=0.607, d2=0.596 g=1.874 2/2 [==============================] - 0s 13ms/step >9, 462/693, d1=0.585, d2=0.572 g=1.907 2/2 [==============================] - 0s 13ms/step >9, 463/693, d1=0.472, d2=0.541 g=1.728 2/2 [==============================] - 0s 12ms/step >9, 464/693, d1=0.531, d2=0.542 g=1.962 2/2 [==============================] - 0s 12ms/step >9, 465/693, d1=0.563, d2=0.528 g=2.108 2/2 [==============================] - 0s 13ms/step >9, 466/693, d1=0.586, d2=0.492 g=1.698 2/2 [==============================] - 0s 12ms/step >9, 467/693, d1=0.586, d2=0.504 g=2.086 2/2 [==============================] - 0s 12ms/step >9, 468/693, d1=0.505, d2=0.555 g=2.125 2/2 [==============================] - 0s 13ms/step >9, 469/693, d1=0.685, d2=0.557 g=1.461 2/2 [==============================] - 0s 12ms/step >9, 470/693, d1=0.565, d2=0.514 g=1.617 2/2 [==============================] - 0s 12ms/step >9, 471/693, d1=0.479, d2=0.508 g=1.479 2/2 [==============================] - 0s 13ms/step >9, 472/693, d1=0.579, d2=0.573 g=1.639 2/2 [==============================] - 0s 11ms/step >9, 473/693, d1=0.526, d2=0.638 g=2.321 2/2 [==============================] - 0s 13ms/step >9, 474/693, d1=0.508, d2=0.559 g=1.731 2/2 [==============================] - 0s 13ms/step >9, 475/693, d1=0.648, d2=0.488 g=1.811 2/2 [==============================] - 0s 12ms/step >9, 476/693, d1=0.569, d2=0.504 g=2.004 2/2 [==============================] - 0s 13ms/step >9, 477/693, d1=0.601, d2=0.633 g=1.884 2/2 [==============================] - 0s 12ms/step >9, 478/693, d1=0.500, d2=0.533 g=2.525 2/2 [==============================] - 0s 14ms/step >9, 479/693, d1=0.603, d2=0.495 g=2.265 2/2 [==============================] - 0s 12ms/step >9, 480/693, d1=0.588, d2=0.513 g=2.383 2/2 [==============================] - 0s 14ms/step >9, 481/693, d1=0.560, d2=0.613 g=1.768 2/2 [==============================] - 0s 13ms/step >9, 482/693, d1=0.482, d2=0.552 g=1.951 2/2 [==============================] - 0s 13ms/step >9, 483/693, d1=0.591, d2=0.518 g=1.783 2/2 [==============================] - 0s 12ms/step >9, 484/693, d1=0.607, d2=0.519 g=1.655 2/2 [==============================] - 0s 14ms/step >9, 485/693, d1=0.510, d2=0.585 g=1.995 2/2 [==============================] - 0s 13ms/step >9, 486/693, d1=0.515, d2=0.562 g=1.971 2/2 [==============================] - 0s 13ms/step >9, 487/693, d1=0.550, d2=0.582 g=1.831 2/2 [==============================] - 0s 14ms/step >9, 488/693, d1=0.521, d2=0.487 g=1.992 2/2 [==============================] - 0s 14ms/step >9, 489/693, d1=0.512, d2=0.508 g=1.801 2/2 [==============================] - 0s 13ms/step >9, 490/693, d1=0.536, d2=0.502 g=1.810 2/2 [==============================] - 0s 17ms/step >9, 491/693, d1=0.571, d2=0.471 g=1.651 2/2 [==============================] - 0s 13ms/step >9, 492/693, d1=0.500, d2=0.607 g=1.650 2/2 [==============================] - 0s 14ms/step >9, 493/693, d1=0.546, d2=0.538 g=2.011 2/2 [==============================] - 0s 13ms/step >9, 494/693, d1=0.618, d2=0.641 g=2.345 2/2 [==============================] - 0s 14ms/step >9, 495/693, d1=0.527, d2=0.672 g=2.223 2/2 [==============================] - 0s 13ms/step >9, 496/693, d1=0.618, d2=0.447 g=1.830 2/2 [==============================] - 0s 13ms/step >9, 497/693, d1=0.575, d2=0.516 g=1.822 2/2 [==============================] - 0s 13ms/step >9, 498/693, d1=0.532, d2=0.604 g=1.708 2/2 [==============================] - 0s 15ms/step >9, 499/693, d1=0.617, d2=0.535 g=1.770 2/2 [==============================] - 0s 12ms/step >9, 500/693, d1=0.531, d2=0.550 g=2.099 2/2 [==============================] - 0s 12ms/step >9, 501/693, d1=0.647, d2=0.575 g=2.072 2/2 [==============================] - 0s 14ms/step >9, 502/693, d1=0.564, d2=0.529 g=1.527 2/2 [==============================] - 0s 33ms/step >9, 503/693, d1=0.523, d2=0.518 g=1.724 2/2 [==============================] - 0s 13ms/step >9, 504/693, d1=0.539, d2=0.552 g=1.513 2/2 [==============================] - 0s 13ms/step >9, 505/693, d1=0.547, d2=0.572 g=2.072 2/2 [==============================] - 0s 14ms/step >9, 506/693, d1=0.543, d2=0.470 g=1.858 2/2 [==============================] - 0s 13ms/step >9, 507/693, d1=0.498, d2=0.502 g=1.865 2/2 [==============================] - 0s 15ms/step >9, 508/693, d1=0.665, d2=0.459 g=1.653 2/2 [==============================] - 0s 13ms/step >9, 509/693, d1=0.462, d2=0.609 g=1.564 2/2 [==============================] - 0s 16ms/step >9, 510/693, d1=0.488, d2=0.561 g=2.356 2/2 [==============================] - 0s 13ms/step >9, 511/693, d1=0.659, d2=0.500 g=1.518 2/2 [==============================] - 0s 12ms/step >9, 512/693, d1=0.474, d2=0.560 g=2.264 2/2 [==============================] - 0s 12ms/step >9, 513/693, d1=0.641, d2=0.529 g=1.693 2/2 [==============================] - 0s 12ms/step >9, 514/693, d1=0.540, d2=0.517 g=1.912 2/2 [==============================] - 0s 12ms/step >9, 515/693, d1=0.550, d2=0.482 g=1.902 2/2 [==============================] - 0s 13ms/step >9, 516/693, d1=0.627, d2=0.603 g=2.091 2/2 [==============================] - 0s 14ms/step >9, 517/693, d1=0.434, d2=0.483 g=1.701 2/2 [==============================] - 0s 13ms/step >9, 518/693, d1=0.693, d2=0.619 g=1.830 2/2 [==============================] - 0s 13ms/step >9, 519/693, d1=0.527, d2=0.482 g=1.821 2/2 [==============================] - 0s 14ms/step >9, 520/693, d1=0.490, d2=0.572 g=1.927 2/2 [==============================] - 0s 13ms/step >9, 521/693, d1=0.598, d2=0.559 g=2.180 2/2 [==============================] - 0s 12ms/step >9, 522/693, d1=0.511, d2=0.506 g=2.223 2/2 [==============================] - 0s 14ms/step >9, 523/693, d1=0.543, d2=0.564 g=1.652 2/2 [==============================] - 0s 14ms/step >9, 524/693, d1=0.547, d2=0.450 g=1.511 2/2 [==============================] - 0s 14ms/step >9, 525/693, d1=0.550, d2=0.513 g=1.731 2/2 [==============================] - 0s 12ms/step >9, 526/693, d1=0.518, d2=0.646 g=1.812 2/2 [==============================] - 0s 14ms/step >9, 527/693, d1=0.603, d2=0.544 g=1.806 2/2 [==============================] - 0s 14ms/step >9, 528/693, d1=0.571, d2=0.550 g=1.903 2/2 [==============================] - 0s 14ms/step >9, 529/693, d1=0.594, d2=0.552 g=1.581 2/2 [==============================] - 0s 13ms/step >9, 530/693, d1=0.578, d2=0.587 g=2.183 2/2 [==============================] - 0s 15ms/step >9, 531/693, d1=0.621, d2=0.492 g=1.813 2/2 [==============================] - 0s 12ms/step >9, 532/693, d1=0.488, d2=0.542 g=1.776 2/2 [==============================] - 0s 14ms/step >9, 533/693, d1=0.538, d2=0.543 g=2.282 2/2 [==============================] - 0s 13ms/step >9, 534/693, d1=0.485, d2=0.507 g=2.107 2/2 [==============================] - 0s 13ms/step >9, 535/693, d1=0.589, d2=0.493 g=2.161 2/2 [==============================] - 0s 16ms/step >9, 536/693, d1=0.501, d2=0.529 g=1.828 2/2 [==============================] - 0s 13ms/step >9, 537/693, d1=0.632, d2=0.649 g=2.551 2/2 [==============================] - 0s 12ms/step >9, 538/693, d1=0.592, d2=0.505 g=1.876 2/2 [==============================] - 0s 14ms/step >9, 539/693, d1=0.472, d2=0.574 g=2.156 2/2 [==============================] - 0s 13ms/step >9, 540/693, d1=0.528, d2=0.558 g=1.634 2/2 [==============================] - 0s 14ms/step >9, 541/693, d1=0.563, d2=0.447 g=1.680 2/2 [==============================] - 0s 13ms/step >9, 542/693, d1=0.627, d2=0.544 g=2.045 2/2 [==============================] - 0s 12ms/step >9, 543/693, d1=0.647, d2=0.533 g=1.480 2/2 [==============================] - 0s 12ms/step >9, 544/693, d1=0.514, d2=0.572 g=1.778 2/2 [==============================] - 0s 14ms/step >9, 545/693, d1=0.481, d2=0.578 g=2.053 2/2 [==============================] - 0s 14ms/step >9, 546/693, d1=0.601, d2=0.521 g=2.274 2/2 [==============================] - 0s 12ms/step >9, 547/693, d1=0.580, d2=0.496 g=1.800 2/2 [==============================] - 0s 14ms/step >9, 548/693, d1=0.492, d2=0.545 g=1.505 2/2 [==============================] - 0s 13ms/step >9, 549/693, d1=0.625, d2=0.550 g=2.201 2/2 [==============================] - 0s 14ms/step >9, 550/693, d1=0.603, d2=0.569 g=1.539 2/2 [==============================] - 0s 13ms/step >9, 551/693, d1=0.492, d2=0.528 g=2.026 2/2 [==============================] - 0s 12ms/step >9, 552/693, d1=0.575, d2=0.685 g=1.791 2/2 [==============================] - 0s 13ms/step >9, 553/693, d1=0.553, d2=0.479 g=1.604 2/2 [==============================] - 0s 12ms/step >9, 554/693, d1=0.513, d2=0.531 g=2.050 2/2 [==============================] - 0s 13ms/step >9, 555/693, d1=0.613, d2=0.566 g=1.834 2/2 [==============================] - 0s 13ms/step >9, 556/693, d1=0.584, d2=0.588 g=1.562 2/2 [==============================] - 0s 13ms/step >9, 557/693, d1=0.530, d2=0.587 g=2.050 2/2 [==============================] - 0s 13ms/step >9, 558/693, d1=0.571, d2=0.499 g=2.224 2/2 [==============================] - 0s 13ms/step >9, 559/693, d1=0.574, d2=0.524 g=1.873 2/2 [==============================] - 0s 14ms/step >9, 560/693, d1=0.608, d2=0.595 g=2.286 2/2 [==============================] - 0s 13ms/step >9, 561/693, d1=0.632, d2=0.602 g=1.310 2/2 [==============================] - 0s 12ms/step >9, 562/693, d1=0.602, d2=0.565 g=2.142 2/2 [==============================] - 0s 13ms/step >9, 563/693, d1=0.488, d2=0.648 g=1.631 2/2 [==============================] - 0s 13ms/step >9, 564/693, d1=0.606, d2=0.515 g=1.682 2/2 [==============================] - 0s 13ms/step >9, 565/693, d1=0.593, d2=0.522 g=1.462 2/2 [==============================] - 0s 14ms/step >9, 566/693, d1=0.586, d2=0.551 g=1.500 2/2 [==============================] - 0s 14ms/step >9, 567/693, d1=0.541, d2=0.591 g=1.906 2/2 [==============================] - 0s 14ms/step >9, 568/693, d1=0.575, d2=0.516 g=2.083 2/2 [==============================] - 0s 14ms/step >9, 569/693, d1=0.582, d2=0.561 g=1.518 2/2 [==============================] - 0s 14ms/step >9, 570/693, d1=0.495, d2=0.551 g=2.319 2/2 [==============================] - 0s 12ms/step >9, 571/693, d1=0.578, d2=0.511 g=1.561 2/2 [==============================] - 0s 12ms/step >9, 572/693, d1=0.560, d2=0.510 g=1.877 2/2 [==============================] - 0s 13ms/step >9, 573/693, d1=0.625, d2=0.509 g=1.986 2/2 [==============================] - 0s 12ms/step >9, 574/693, d1=0.574, d2=0.596 g=1.980 2/2 [==============================] - 0s 12ms/step >9, 575/693, d1=0.659, d2=0.544 g=1.744 2/2 [==============================] - 0s 14ms/step >9, 576/693, d1=0.638, d2=0.614 g=1.326 2/2 [==============================] - 0s 11ms/step >9, 577/693, d1=0.513, d2=0.672 g=1.459 2/2 [==============================] - 0s 12ms/step >9, 578/693, d1=0.657, d2=0.512 g=1.952 2/2 [==============================] - 0s 13ms/step >9, 579/693, d1=0.688, d2=0.636 g=1.438 2/2 [==============================] - 0s 14ms/step >9, 580/693, d1=0.551, d2=0.518 g=1.695 2/2 [==============================] - 0s 12ms/step >9, 581/693, d1=0.577, d2=0.506 g=1.786 2/2 [==============================] - 0s 13ms/step >9, 582/693, d1=0.579, d2=0.567 g=2.291 2/2 [==============================] - 0s 14ms/step >9, 583/693, d1=0.578, d2=0.619 g=1.582 2/2 [==============================] - 0s 13ms/step >9, 584/693, d1=0.474, d2=0.555 g=2.125 2/2 [==============================] - 0s 13ms/step >9, 585/693, d1=0.579, d2=0.604 g=1.969 2/2 [==============================] - 0s 14ms/step >9, 586/693, d1=0.621, d2=0.550 g=1.761 2/2 [==============================] - 0s 14ms/step >9, 587/693, d1=0.571, d2=0.586 g=1.990 2/2 [==============================] - 0s 14ms/step >9, 588/693, d1=0.634, d2=0.550 g=1.652 2/2 [==============================] - 0s 13ms/step >9, 589/693, d1=0.566, d2=0.536 g=1.931 2/2 [==============================] - 0s 13ms/step >9, 590/693, d1=0.578, d2=0.541 g=1.594 2/2 [==============================] - 0s 14ms/step >9, 591/693, d1=0.495, d2=0.501 g=2.126 2/2 [==============================] - 0s 13ms/step >9, 592/693, d1=0.514, d2=0.546 g=1.824 2/2 [==============================] - 0s 14ms/step >9, 593/693, d1=0.617, d2=0.628 g=1.885 2/2 [==============================] - 0s 15ms/step >9, 594/693, d1=0.485, d2=0.532 g=2.248 2/2 [==============================] - 0s 14ms/step >9, 595/693, d1=0.625, d2=0.527 g=1.599 2/2 [==============================] - 0s 13ms/step >9, 596/693, d1=0.541, d2=0.548 g=2.016 2/2 [==============================] - 0s 14ms/step >9, 597/693, d1=0.620, d2=0.636 g=1.962 2/2 [==============================] - 0s 15ms/step >9, 598/693, d1=0.602, d2=0.501 g=1.538 2/2 [==============================] - 0s 13ms/step >9, 599/693, d1=0.586, d2=0.589 g=1.224 2/2 [==============================] - 0s 13ms/step >9, 600/693, d1=0.559, d2=0.498 g=2.260 2/2 [==============================] - 0s 14ms/step >9, 601/693, d1=0.521, d2=0.591 g=1.492 2/2 [==============================] - 0s 14ms/step >9, 602/693, d1=0.463, d2=0.519 g=2.068 2/2 [==============================] - 0s 13ms/step >9, 603/693, d1=0.605, d2=0.460 g=1.615 2/2 [==============================] - 0s 13ms/step >9, 604/693, d1=0.619, d2=0.582 g=1.859 2/2 [==============================] - 0s 15ms/step >9, 605/693, d1=0.500, d2=0.610 g=2.112 2/2 [==============================] - 0s 13ms/step >9, 606/693, d1=0.522, d2=0.508 g=1.812 2/2 [==============================] - 0s 12ms/step >9, 607/693, d1=0.582, d2=0.543 g=1.685 2/2 [==============================] - 0s 13ms/step >9, 608/693, d1=0.662, d2=0.503 g=1.657 2/2 [==============================] - 0s 12ms/step >9, 609/693, d1=0.511, d2=0.536 g=1.592 2/2 [==============================] - 0s 13ms/step >9, 610/693, d1=0.571, d2=0.572 g=1.492 2/2 [==============================] - 0s 12ms/step >9, 611/693, d1=0.557, d2=0.531 g=2.077 2/2 [==============================] - 0s 13ms/step >9, 612/693, d1=0.560, d2=0.530 g=1.811 2/2 [==============================] - 0s 12ms/step >9, 613/693, d1=0.490, d2=0.636 g=1.388 2/2 [==============================] - 0s 14ms/step >9, 614/693, d1=0.584, d2=0.550 g=1.459 2/2 [==============================] - 0s 13ms/step >9, 615/693, d1=0.583, d2=0.597 g=2.209 2/2 [==============================] - 0s 12ms/step >9, 616/693, d1=0.609, d2=0.496 g=1.613 2/2 [==============================] - 0s 14ms/step >9, 617/693, d1=0.479, d2=0.541 g=1.912 2/2 [==============================] - 0s 14ms/step >9, 618/693, d1=0.570, d2=0.565 g=1.966 2/2 [==============================] - 0s 14ms/step >9, 619/693, d1=0.515, d2=0.537 g=1.745 2/2 [==============================] - 0s 12ms/step >9, 620/693, d1=0.537, d2=0.465 g=1.897 2/2 [==============================] - 0s 13ms/step >9, 621/693, d1=0.643, d2=0.572 g=1.738 2/2 [==============================] - 0s 15ms/step >9, 622/693, d1=0.546, d2=0.598 g=1.571 2/2 [==============================] - 0s 14ms/step >9, 623/693, d1=0.580, d2=0.543 g=1.371 2/2 [==============================] - 0s 13ms/step >9, 624/693, d1=0.555, d2=0.607 g=1.746 2/2 [==============================] - 0s 12ms/step >9, 625/693, d1=0.565, d2=0.558 g=1.968 2/2 [==============================] - 0s 12ms/step >9, 626/693, d1=0.569, d2=0.565 g=1.726 2/2 [==============================] - 0s 13ms/step >9, 627/693, d1=0.669, d2=0.473 g=1.564 2/2 [==============================] - 0s 12ms/step >9, 628/693, d1=0.559, d2=0.635 g=1.720 2/2 [==============================] - 0s 14ms/step >9, 629/693, d1=0.653, d2=0.557 g=1.631 2/2 [==============================] - 0s 12ms/step >9, 630/693, d1=0.547, d2=0.610 g=1.500 2/2 [==============================] - 0s 15ms/step >9, 631/693, d1=0.458, d2=0.469 g=2.129 2/2 [==============================] - 0s 12ms/step >9, 632/693, d1=0.693, d2=0.525 g=2.044 2/2 [==============================] - 0s 12ms/step >9, 633/693, d1=0.555, d2=0.441 g=2.239 2/2 [==============================] - 0s 13ms/step >9, 634/693, d1=0.468, d2=0.495 g=1.608 2/2 [==============================] - 0s 14ms/step >9, 635/693, d1=0.562, d2=0.557 g=1.947 2/2 [==============================] - 0s 11ms/step >9, 636/693, d1=0.612, d2=0.582 g=1.197 2/2 [==============================] - 0s 11ms/step >9, 637/693, d1=0.486, d2=0.565 g=1.874 2/2 [==============================] - 0s 13ms/step >9, 638/693, d1=0.536, d2=0.515 g=1.856 2/2 [==============================] - 0s 14ms/step >9, 639/693, d1=0.641, d2=0.469 g=1.656 2/2 [==============================] - 0s 13ms/step >9, 640/693, d1=0.533, d2=0.530 g=2.336 2/2 [==============================] - 0s 14ms/step >9, 641/693, d1=0.578, d2=0.548 g=2.224 2/2 [==============================] - 0s 13ms/step >9, 642/693, d1=0.613, d2=0.665 g=1.380 2/2 [==============================] - 0s 13ms/step >9, 643/693, d1=0.462, d2=0.642 g=1.774 2/2 [==============================] - 0s 14ms/step >9, 644/693, d1=0.550, d2=0.522 g=2.047 2/2 [==============================] - 0s 12ms/step >9, 645/693, d1=0.609, d2=0.494 g=2.214 2/2 [==============================] - 0s 12ms/step >9, 646/693, d1=0.543, d2=0.593 g=2.201 2/2 [==============================] - 0s 14ms/step >9, 647/693, d1=0.613, d2=0.567 g=2.594 2/2 [==============================] - 0s 13ms/step >9, 648/693, d1=0.541, d2=0.571 g=1.818 2/2 [==============================] - 0s 13ms/step >9, 649/693, d1=0.659, d2=0.478 g=1.580 2/2 [==============================] - 0s 14ms/step >9, 650/693, d1=0.487, d2=0.597 g=1.330 2/2 [==============================] - 0s 14ms/step >9, 651/693, d1=0.618, d2=0.566 g=1.854 2/2 [==============================] - 0s 13ms/step >9, 652/693, d1=0.601, d2=0.620 g=1.419 2/2 [==============================] - 0s 12ms/step >9, 653/693, d1=0.584, d2=0.606 g=1.586 2/2 [==============================] - 0s 13ms/step >9, 654/693, d1=0.494, d2=0.607 g=2.069 2/2 [==============================] - 0s 13ms/step >9, 655/693, d1=0.649, d2=0.540 g=1.994 2/2 [==============================] - 0s 12ms/step >9, 656/693, d1=0.506, d2=0.528 g=1.338 2/2 [==============================] - 0s 12ms/step >9, 657/693, d1=0.638, d2=0.523 g=1.831 2/2 [==============================] - 0s 14ms/step >9, 658/693, d1=0.495, d2=0.599 g=1.488 2/2 [==============================] - 0s 12ms/step >9, 659/693, d1=0.506, d2=0.515 g=2.004 2/2 [==============================] - 0s 13ms/step >9, 660/693, d1=0.559, d2=0.482 g=1.508 2/2 [==============================] - 0s 13ms/step >9, 661/693, d1=0.595, d2=0.511 g=1.569 2/2 [==============================] - 0s 13ms/step >9, 662/693, d1=0.630, d2=0.510 g=1.829 2/2 [==============================] - 0s 13ms/step >9, 663/693, d1=0.554, d2=0.630 g=1.716 2/2 [==============================] - 0s 12ms/step >9, 664/693, d1=0.627, d2=0.577 g=1.696 2/2 [==============================] - 0s 14ms/step >9, 665/693, d1=0.508, d2=0.576 g=1.885 2/2 [==============================] - 0s 14ms/step >9, 666/693, d1=0.571, d2=0.522 g=1.568 2/2 [==============================] - 0s 14ms/step >9, 667/693, d1=0.498, d2=0.645 g=1.947 2/2 [==============================] - 0s 13ms/step >9, 668/693, d1=0.591, d2=0.497 g=1.940 2/2 [==============================] - 0s 13ms/step >9, 669/693, d1=0.599, d2=0.484 g=1.436 2/2 [==============================] - 0s 14ms/step >9, 670/693, d1=0.497, d2=0.459 g=1.759 2/2 [==============================] - 0s 13ms/step >9, 671/693, d1=0.543, d2=0.586 g=2.053 2/2 [==============================] - 0s 13ms/step >9, 672/693, d1=0.545, d2=0.487 g=2.161 2/2 [==============================] - 0s 13ms/step >9, 673/693, d1=0.628, d2=0.512 g=1.494 2/2 [==============================] - 0s 14ms/step >9, 674/693, d1=0.483, d2=0.510 g=2.221 2/2 [==============================] - 0s 14ms/step >9, 675/693, d1=0.589, d2=0.580 g=1.472 2/2 [==============================] - 0s 13ms/step >9, 676/693, d1=0.575, d2=0.504 g=1.339 2/2 [==============================] - 0s 13ms/step >9, 677/693, d1=0.480, d2=0.562 g=2.101 2/2 [==============================] - 0s 13ms/step >9, 678/693, d1=0.485, d2=0.501 g=1.976 2/2 [==============================] - 0s 14ms/step >9, 679/693, d1=0.538, d2=0.463 g=2.057 2/2 [==============================] - 0s 14ms/step >9, 680/693, d1=0.537, d2=0.544 g=1.960 2/2 [==============================] - 0s 14ms/step >9, 681/693, d1=0.617, d2=0.451 g=2.790 2/2 [==============================] - 0s 13ms/step >9, 682/693, d1=0.634, d2=0.562 g=2.291 2/2 [==============================] - 0s 14ms/step >9, 683/693, d1=0.464, d2=0.606 g=1.656 2/2 [==============================] - 0s 13ms/step >9, 684/693, d1=0.523, d2=0.518 g=1.914 2/2 [==============================] - 0s 13ms/step >9, 685/693, d1=0.573, d2=0.513 g=2.033 2/2 [==============================] - 0s 13ms/step >9, 686/693, d1=0.595, d2=0.613 g=2.260 2/2 [==============================] - 0s 13ms/step >9, 687/693, d1=0.563, d2=0.569 g=1.516 2/2 [==============================] - 0s 13ms/step >9, 688/693, d1=0.565, d2=0.449 g=1.739 2/2 [==============================] - 0s 14ms/step >9, 689/693, d1=0.540, d2=0.535 g=1.796 2/2 [==============================] - 0s 14ms/step >9, 690/693, d1=0.517, d2=0.623 g=1.996 2/2 [==============================] - 0s 13ms/step >9, 691/693, d1=0.599, d2=0.534 g=1.872 2/2 [==============================] - 0s 15ms/step >9, 692/693, d1=0.598, d2=0.529 g=1.989 2/2 [==============================] - 0s 11ms/step >9, 693/693, d1=0.519, d2=0.534 g=1.540 2/2 [==============================] - 0s 14ms/step >10, 1/693, d1=0.619, d2=0.470 g=1.479 2/2 [==============================] - 0s 14ms/step >10, 2/693, d1=0.558, d2=0.641 g=1.921 2/2 [==============================] - 0s 13ms/step >10, 3/693, d1=0.537, d2=0.505 g=1.616 2/2 [==============================] - 0s 15ms/step >10, 4/693, d1=0.502, d2=0.517 g=1.978 2/2 [==============================] - 0s 14ms/step >10, 5/693, d1=0.585, d2=0.520 g=1.932 2/2 [==============================] - 0s 15ms/step >10, 6/693, d1=0.476, d2=0.611 g=1.812 2/2 [==============================] - 0s 15ms/step >10, 7/693, d1=0.623, d2=0.517 g=1.769 2/2 [==============================] - 0s 15ms/step >10, 8/693, d1=0.638, d2=0.564 g=2.089 2/2 [==============================] - 0s 13ms/step >10, 9/693, d1=0.472, d2=0.505 g=1.817 2/2 [==============================] - 0s 14ms/step >10, 10/693, d1=0.661, d2=0.494 g=2.111 2/2 [==============================] - 0s 14ms/step >10, 11/693, d1=0.511, d2=0.519 g=1.907 2/2 [==============================] - 0s 14ms/step >10, 12/693, d1=0.553, d2=0.513 g=1.519 2/2 [==============================] - 0s 13ms/step >10, 13/693, d1=0.476, d2=0.518 g=1.291 2/2 [==============================] - 0s 13ms/step >10, 14/693, d1=0.602, d2=0.646 g=2.295 2/2 [==============================] - 0s 15ms/step >10, 15/693, d1=0.497, d2=0.537 g=1.407 2/2 [==============================] - 0s 13ms/step >10, 16/693, d1=0.593, d2=0.590 g=1.574 2/2 [==============================] - 0s 14ms/step >10, 17/693, d1=0.508, d2=0.507 g=1.871 2/2 [==============================] - 0s 14ms/step >10, 18/693, d1=0.578, d2=0.509 g=1.815 2/2 [==============================] - 0s 13ms/step >10, 19/693, d1=0.569, d2=0.555 g=2.035 2/2 [==============================] - 0s 13ms/step >10, 20/693, d1=0.502, d2=0.539 g=2.164 2/2 [==============================] - 0s 12ms/step >10, 21/693, d1=0.524, d2=0.561 g=1.584 2/2 [==============================] - 0s 13ms/step >10, 22/693, d1=0.585, d2=0.554 g=1.995 2/2 [==============================] - 0s 12ms/step >10, 23/693, d1=0.574, d2=0.511 g=1.514 2/2 [==============================] - 0s 13ms/step >10, 24/693, d1=0.511, d2=0.479 g=1.802 2/2 [==============================] - 0s 14ms/step >10, 25/693, d1=0.616, d2=0.479 g=1.516 2/2 [==============================] - 0s 14ms/step >10, 26/693, d1=0.610, d2=0.613 g=2.074 2/2 [==============================] - 0s 12ms/step >10, 27/693, d1=0.488, d2=0.541 g=1.860 2/2 [==============================] - 0s 13ms/step >10, 28/693, d1=0.570, d2=0.493 g=1.933 2/2 [==============================] - 0s 13ms/step >10, 29/693, d1=0.475, d2=0.552 g=1.627 2/2 [==============================] - 0s 14ms/step >10, 30/693, d1=0.598, d2=0.595 g=1.871 2/2 [==============================] - 0s 14ms/step >10, 31/693, d1=0.526, d2=0.432 g=1.544 2/2 [==============================] - 0s 14ms/step >10, 32/693, d1=0.585, d2=0.519 g=1.820 2/2 [==============================] - 0s 12ms/step >10, 33/693, d1=0.551, d2=0.585 g=1.737 2/2 [==============================] - 0s 12ms/step >10, 34/693, d1=0.509, d2=0.546 g=1.914 2/2 [==============================] - 0s 13ms/step >10, 35/693, d1=0.550, d2=0.564 g=1.616 2/2 [==============================] - 0s 12ms/step >10, 36/693, d1=0.563, d2=0.661 g=1.523 2/2 [==============================] - 0s 13ms/step >10, 37/693, d1=0.551, d2=0.566 g=2.063 2/2 [==============================] - 0s 12ms/step >10, 38/693, d1=0.492, d2=0.510 g=2.181 2/2 [==============================] - 0s 13ms/step >10, 39/693, d1=0.642, d2=0.566 g=2.043 2/2 [==============================] - 0s 14ms/step >10, 40/693, d1=0.549, d2=0.484 g=2.164 2/2 [==============================] - 0s 14ms/step >10, 41/693, d1=0.604, d2=0.495 g=2.050 2/2 [==============================] - 0s 13ms/step >10, 42/693, d1=0.587, d2=0.560 g=2.112 2/2 [==============================] - 0s 14ms/step >10, 43/693, d1=0.555, d2=0.600 g=1.797 2/2 [==============================] - 0s 12ms/step >10, 44/693, d1=0.502, d2=0.655 g=1.606 2/2 [==============================] - 0s 14ms/step >10, 45/693, d1=0.581, d2=0.547 g=1.849 2/2 [==============================] - 0s 12ms/step >10, 46/693, d1=0.605, d2=0.509 g=2.053 2/2 [==============================] - 0s 13ms/step >10, 47/693, d1=0.582, d2=0.648 g=1.867 2/2 [==============================] - 0s 12ms/step >10, 48/693, d1=0.593, d2=0.476 g=1.866 2/2 [==============================] - 0s 14ms/step >10, 49/693, d1=0.620, d2=0.567 g=2.120 2/2 [==============================] - 0s 14ms/step >10, 50/693, d1=0.596, d2=0.581 g=1.932 2/2 [==============================] - 0s 14ms/step >10, 51/693, d1=0.574, d2=0.536 g=1.624 2/2 [==============================] - 0s 13ms/step >10, 52/693, d1=0.586, d2=0.596 g=1.489 2/2 [==============================] - 0s 13ms/step >10, 53/693, d1=0.528, d2=0.548 g=2.141 2/2 [==============================] - 0s 14ms/step >10, 54/693, d1=0.514, d2=0.498 g=2.228 2/2 [==============================] - 0s 12ms/step >10, 55/693, d1=0.595, d2=0.562 g=1.972 2/2 [==============================] - 0s 13ms/step >10, 56/693, d1=0.626, d2=0.594 g=1.873 2/2 [==============================] - 0s 14ms/step >10, 57/693, d1=0.553, d2=0.589 g=2.532 2/2 [==============================] - 0s 13ms/step >10, 58/693, d1=0.523, d2=0.583 g=1.988 2/2 [==============================] - 0s 14ms/step >10, 59/693, d1=0.577, d2=0.505 g=2.442 2/2 [==============================] - 0s 14ms/step >10, 60/693, d1=0.672, d2=0.563 g=1.503 2/2 [==============================] - 0s 12ms/step >10, 61/693, d1=0.570, d2=0.606 g=1.960 2/2 [==============================] - 0s 13ms/step >10, 62/693, d1=0.433, d2=0.520 g=1.948 2/2 [==============================] - 0s 13ms/step >10, 63/693, d1=0.656, d2=0.507 g=1.587 2/2 [==============================] - 0s 15ms/step >10, 64/693, d1=0.522, d2=0.601 g=1.822 2/2 [==============================] - 0s 14ms/step >10, 65/693, d1=0.524, d2=0.527 g=1.865 2/2 [==============================] - 0s 14ms/step >10, 66/693, d1=0.606, d2=0.458 g=1.699 2/2 [==============================] - 0s 13ms/step >10, 67/693, d1=0.442, d2=0.541 g=1.812 2/2 [==============================] - 0s 14ms/step >10, 68/693, d1=0.459, d2=0.577 g=1.609 2/2 [==============================] - 0s 14ms/step >10, 69/693, d1=0.653, d2=0.473 g=1.945 2/2 [==============================] - 0s 13ms/step >10, 70/693, d1=0.496, d2=0.495 g=1.701 2/2 [==============================] - 0s 14ms/step >10, 71/693, d1=0.723, d2=0.600 g=2.326 2/2 [==============================] - 0s 13ms/step >10, 72/693, d1=0.485, d2=0.502 g=1.882 2/2 [==============================] - 0s 12ms/step >10, 73/693, d1=0.509, d2=0.536 g=1.942 2/2 [==============================] - 0s 12ms/step >10, 74/693, d1=0.599, d2=0.525 g=1.426 2/2 [==============================] - 0s 14ms/step >10, 75/693, d1=0.579, d2=0.474 g=1.980 2/2 [==============================] - 0s 14ms/step >10, 76/693, d1=0.568, d2=0.585 g=1.761 2/2 [==============================] - 0s 14ms/step >10, 77/693, d1=0.510, d2=0.638 g=1.663 2/2 [==============================] - 0s 13ms/step >10, 78/693, d1=0.486, d2=0.519 g=1.714 2/2 [==============================] - 0s 11ms/step >10, 79/693, d1=0.600, d2=0.532 g=1.710 2/2 [==============================] - 0s 12ms/step >10, 80/693, d1=0.564, d2=0.528 g=2.104 2/2 [==============================] - 0s 13ms/step >10, 81/693, d1=0.523, d2=0.524 g=1.886 2/2 [==============================] - 0s 13ms/step >10, 82/693, d1=0.578, d2=0.570 g=2.124 2/2 [==============================] - 0s 12ms/step >10, 83/693, d1=0.537, d2=0.517 g=1.908 2/2 [==============================] - 0s 12ms/step >10, 84/693, d1=0.579, d2=0.547 g=1.333 2/2 [==============================] - 0s 13ms/step >10, 85/693, d1=0.530, d2=0.589 g=1.409 2/2 [==============================] - 0s 12ms/step >10, 86/693, d1=0.585, d2=0.534 g=2.057 2/2 [==============================] - 0s 12ms/step >10, 87/693, d1=0.721, d2=0.576 g=1.452 2/2 [==============================] - 0s 13ms/step >10, 88/693, d1=0.444, d2=0.610 g=1.930 2/2 [==============================] - 0s 13ms/step >10, 89/693, d1=0.520, d2=0.554 g=1.860 2/2 [==============================] - 0s 13ms/step >10, 90/693, d1=0.545, d2=0.486 g=1.464 2/2 [==============================] - 0s 13ms/step >10, 91/693, d1=0.713, d2=0.550 g=1.876 2/2 [==============================] - 0s 13ms/step >10, 92/693, d1=0.614, d2=0.546 g=1.661 2/2 [==============================] - 0s 13ms/step >10, 93/693, d1=0.548, d2=0.614 g=1.472 2/2 [==============================] - 0s 13ms/step >10, 94/693, d1=0.511, d2=0.578 g=1.641 2/2 [==============================] - 0s 13ms/step >10, 95/693, d1=0.700, d2=0.498 g=1.449 2/2 [==============================] - 0s 13ms/step >10, 96/693, d1=0.503, d2=0.578 g=2.172 2/2 [==============================] - 0s 14ms/step >10, 97/693, d1=0.587, d2=0.648 g=2.067 2/2 [==============================] - 0s 12ms/step >10, 98/693, d1=0.620, d2=0.533 g=2.090 2/2 [==============================] - 0s 14ms/step >10, 99/693, d1=0.553, d2=0.489 g=2.155 2/2 [==============================] - 0s 13ms/step >10, 100/693, d1=0.583, d2=0.477 g=2.111 2/2 [==============================] - 0s 13ms/step >10, 101/693, d1=0.560, d2=0.455 g=2.120 2/2 [==============================] - 0s 13ms/step >10, 102/693, d1=0.558, d2=0.579 g=1.792 2/2 [==============================] - 0s 14ms/step >10, 103/693, d1=0.572, d2=0.519 g=1.861 2/2 [==============================] - 0s 14ms/step >10, 104/693, d1=0.521, d2=0.579 g=1.930 2/2 [==============================] - 0s 14ms/step >10, 105/693, d1=0.564, d2=0.641 g=1.930 2/2 [==============================] - 0s 13ms/step >10, 106/693, d1=0.563, d2=0.531 g=2.141 2/2 [==============================] - 0s 13ms/step >10, 107/693, d1=0.678, d2=0.539 g=1.960 2/2 [==============================] - 0s 10ms/step >10, 108/693, d1=0.487, d2=0.546 g=1.515 2/2 [==============================] - 0s 13ms/step >10, 109/693, d1=0.486, d2=0.605 g=1.899 2/2 [==============================] - 0s 13ms/step >10, 110/693, d1=0.632, d2=0.438 g=1.774 2/2 [==============================] - 0s 13ms/step >10, 111/693, d1=0.543, d2=0.573 g=1.652 2/2 [==============================] - 0s 12ms/step >10, 112/693, d1=0.483, d2=0.500 g=2.016 2/2 [==============================] - 0s 13ms/step >10, 113/693, d1=0.520, d2=0.524 g=1.616 2/2 [==============================] - 0s 13ms/step >10, 114/693, d1=0.490, d2=0.526 g=1.619 2/2 [==============================] - 0s 13ms/step >10, 115/693, d1=0.670, d2=0.629 g=2.106 2/2 [==============================] - 0s 13ms/step >10, 116/693, d1=0.563, d2=0.459 g=1.983 2/2 [==============================] - 0s 14ms/step >10, 117/693, d1=0.501, d2=0.501 g=1.834 2/2 [==============================] - 0s 13ms/step >10, 118/693, d1=0.552, d2=0.510 g=1.675 2/2 [==============================] - 0s 12ms/step >10, 119/693, d1=0.553, d2=0.505 g=2.172 2/2 [==============================] - 0s 14ms/step >10, 120/693, d1=0.597, d2=0.626 g=2.002 2/2 [==============================] - 0s 14ms/step >10, 121/693, d1=0.544, d2=0.565 g=1.946 2/2 [==============================] - 0s 14ms/step >10, 122/693, d1=0.566, d2=0.587 g=1.303 2/2 [==============================] - 0s 13ms/step >10, 123/693, d1=0.556, d2=0.503 g=1.396 2/2 [==============================] - 0s 12ms/step >10, 124/693, d1=0.588, d2=0.426 g=1.295 2/2 [==============================] - 0s 14ms/step >10, 125/693, d1=0.549, d2=0.552 g=2.158 2/2 [==============================] - 0s 14ms/step >10, 126/693, d1=0.468, d2=0.656 g=2.060 2/2 [==============================] - 0s 12ms/step >10, 127/693, d1=0.427, d2=0.560 g=2.338 2/2 [==============================] - 0s 13ms/step >10, 128/693, d1=0.542, d2=0.462 g=2.111 2/2 [==============================] - 0s 14ms/step >10, 129/693, d1=0.543, d2=0.556 g=1.890 2/2 [==============================] - 0s 13ms/step >10, 130/693, d1=0.516, d2=0.459 g=2.406 2/2 [==============================] - 0s 14ms/step >10, 131/693, d1=0.629, d2=0.501 g=1.545 2/2 [==============================] - 0s 13ms/step >10, 132/693, d1=0.493, d2=0.502 g=2.149 2/2 [==============================] - 0s 11ms/step >10, 133/693, d1=0.670, d2=0.553 g=1.752 2/2 [==============================] - 0s 13ms/step >10, 134/693, d1=0.508, d2=0.589 g=2.236 2/2 [==============================] - 0s 14ms/step >10, 135/693, d1=0.608, d2=0.536 g=2.019 2/2 [==============================] - 0s 14ms/step >10, 136/693, d1=0.491, d2=0.554 g=1.830 2/2 [==============================] - 0s 14ms/step >10, 137/693, d1=0.548, d2=0.609 g=1.652 2/2 [==============================] - 0s 15ms/step >10, 138/693, d1=0.592, d2=0.508 g=2.301 2/2 [==============================] - 0s 13ms/step >10, 139/693, d1=0.577, d2=0.665 g=1.547 2/2 [==============================] - 0s 15ms/step >10, 140/693, d1=0.467, d2=0.562 g=1.971 2/2 [==============================] - 0s 11ms/step >10, 141/693, d1=0.663, d2=0.536 g=1.588 2/2 [==============================] - 0s 13ms/step >10, 142/693, d1=0.607, d2=0.527 g=1.854 2/2 [==============================] - 0s 13ms/step >10, 143/693, d1=0.581, d2=0.527 g=1.945 2/2 [==============================] - 0s 16ms/step >10, 144/693, d1=0.567, d2=0.523 g=1.806 2/2 [==============================] - 0s 14ms/step >10, 145/693, d1=0.388, d2=0.496 g=2.397 2/2 [==============================] - 0s 14ms/step >10, 146/693, d1=0.557, d2=0.523 g=1.822 2/2 [==============================] - 0s 12ms/step >10, 147/693, d1=0.557, d2=0.536 g=1.614 2/2 [==============================] - 0s 14ms/step >10, 148/693, d1=0.529, d2=0.502 g=1.925 2/2 [==============================] - 0s 13ms/step >10, 149/693, d1=0.512, d2=0.522 g=1.951 2/2 [==============================] - 0s 12ms/step >10, 150/693, d1=0.506, d2=0.539 g=2.008 2/2 [==============================] - 0s 11ms/step >10, 151/693, d1=0.465, d2=0.450 g=2.364 2/2 [==============================] - 0s 12ms/step >10, 152/693, d1=0.677, d2=0.511 g=1.631 2/2 [==============================] - 0s 13ms/step >10, 153/693, d1=0.461, d2=0.643 g=2.014 2/2 [==============================] - 0s 13ms/step >10, 154/693, d1=0.492, d2=0.424 g=1.945 2/2 [==============================] - 0s 15ms/step >10, 155/693, d1=0.596, d2=0.524 g=1.663 2/2 [==============================] - 0s 14ms/step >10, 156/693, d1=0.639, d2=0.581 g=1.534 2/2 [==============================] - 0s 12ms/step >10, 157/693, d1=0.619, d2=0.566 g=1.439 2/2 [==============================] - 0s 14ms/step >10, 158/693, d1=0.492, d2=0.470 g=1.315 2/2 [==============================] - 0s 14ms/step >10, 159/693, d1=0.624, d2=0.609 g=1.710 2/2 [==============================] - 0s 14ms/step >10, 160/693, d1=0.447, d2=0.523 g=2.202 2/2 [==============================] - 0s 14ms/step >10, 161/693, d1=0.585, d2=0.593 g=1.970 2/2 [==============================] - 0s 13ms/step >10, 162/693, d1=0.576, d2=0.670 g=2.464 2/2 [==============================] - 0s 12ms/step >10, 163/693, d1=0.559, d2=0.433 g=1.866 2/2 [==============================] - 0s 13ms/step >10, 164/693, d1=0.608, d2=0.492 g=1.755 2/2 [==============================] - 0s 11ms/step >10, 165/693, d1=0.504, d2=0.485 g=1.709 2/2 [==============================] - 0s 14ms/step >10, 166/693, d1=0.475, d2=0.558 g=2.001 2/2 [==============================] - 0s 11ms/step >10, 167/693, d1=0.527, d2=0.542 g=1.643 2/2 [==============================] - 0s 13ms/step >10, 168/693, d1=0.488, d2=0.589 g=1.810 2/2 [==============================] - 0s 12ms/step >10, 169/693, d1=0.591, d2=0.570 g=1.564 2/2 [==============================] - 0s 15ms/step >10, 170/693, d1=0.526, d2=0.544 g=1.862 2/2 [==============================] - 0s 13ms/step >10, 171/693, d1=0.505, d2=0.549 g=1.436 2/2 [==============================] - 0s 12ms/step >10, 172/693, d1=0.689, d2=0.539 g=1.879 2/2 [==============================] - 0s 13ms/step >10, 173/693, d1=0.578, d2=0.569 g=1.381 2/2 [==============================] - 0s 14ms/step >10, 174/693, d1=0.541, d2=0.558 g=1.783 2/2 [==============================] - 0s 12ms/step >10, 175/693, d1=0.497, d2=0.568 g=1.981 2/2 [==============================] - 0s 12ms/step >10, 176/693, d1=0.560, d2=0.574 g=2.013 2/2 [==============================] - 0s 14ms/step >10, 177/693, d1=0.584, d2=0.459 g=1.404 2/2 [==============================] - 0s 13ms/step >10, 178/693, d1=0.566, d2=0.528 g=2.315 2/2 [==============================] - 0s 12ms/step >10, 179/693, d1=0.500, d2=0.508 g=2.881 2/2 [==============================] - 0s 13ms/step >10, 180/693, d1=0.621, d2=0.504 g=1.774 2/2 [==============================] - 0s 13ms/step >10, 181/693, d1=0.652, d2=0.630 g=1.548 2/2 [==============================] - 0s 13ms/step >10, 182/693, d1=0.466, d2=0.535 g=1.477 2/2 [==============================] - 0s 13ms/step >10, 183/693, d1=0.561, d2=0.600 g=1.782 2/2 [==============================] - 0s 13ms/step >10, 184/693, d1=0.485, d2=0.468 g=2.375 2/2 [==============================] - 0s 13ms/step >10, 185/693, d1=0.526, d2=0.458 g=1.661 2/2 [==============================] - 0s 13ms/step >10, 186/693, d1=0.543, d2=0.538 g=1.497 2/2 [==============================] - 0s 14ms/step >10, 187/693, d1=0.587, d2=0.582 g=1.389 2/2 [==============================] - 0s 15ms/step >10, 188/693, d1=0.493, d2=0.573 g=1.778 2/2 [==============================] - 0s 14ms/step >10, 189/693, d1=0.546, d2=0.513 g=1.636 2/2 [==============================] - 0s 12ms/step >10, 190/693, d1=0.629, d2=0.420 g=1.792 2/2 [==============================] - 0s 13ms/step >10, 191/693, d1=0.510, d2=0.529 g=1.819 2/2 [==============================] - 0s 14ms/step >10, 192/693, d1=0.456, d2=0.530 g=1.811 2/2 [==============================] - 0s 13ms/step >10, 193/693, d1=0.597, d2=0.572 g=1.757 2/2 [==============================] - 0s 13ms/step >10, 194/693, d1=0.540, d2=0.558 g=1.908 2/2 [==============================] - 0s 13ms/step >10, 195/693, d1=0.627, d2=0.495 g=1.574 2/2 [==============================] - 0s 14ms/step >10, 196/693, d1=0.638, d2=0.652 g=1.562 2/2 [==============================] - 0s 14ms/step >10, 197/693, d1=0.508, d2=0.634 g=1.901 2/2 [==============================] - 0s 15ms/step >10, 198/693, d1=0.558, d2=0.531 g=1.580 2/2 [==============================] - 0s 12ms/step >10, 199/693, d1=0.541, d2=0.513 g=2.032 2/2 [==============================] - 0s 12ms/step >10, 200/693, d1=0.581, d2=0.471 g=1.558 2/2 [==============================] - 0s 14ms/step >10, 201/693, d1=0.465, d2=0.462 g=1.514 2/2 [==============================] - 0s 13ms/step >10, 202/693, d1=0.614, d2=0.652 g=1.624 2/2 [==============================] - 0s 13ms/step >10, 203/693, d1=0.495, d2=0.557 g=2.079 2/2 [==============================] - 0s 11ms/step >10, 204/693, d1=0.471, d2=0.444 g=1.927 2/2 [==============================] - 0s 13ms/step >10, 205/693, d1=0.668, d2=0.570 g=1.894 2/2 [==============================] - 0s 14ms/step >10, 206/693, d1=0.564, d2=0.625 g=1.968 2/2 [==============================] - 0s 14ms/step >10, 207/693, d1=0.584, d2=0.533 g=1.858 2/2 [==============================] - 0s 13ms/step >10, 208/693, d1=0.570, d2=0.525 g=2.281 2/2 [==============================] - 0s 13ms/step >10, 209/693, d1=0.588, d2=0.471 g=1.643 2/2 [==============================] - 0s 13ms/step >10, 210/693, d1=0.499, d2=0.582 g=1.854 2/2 [==============================] - 0s 12ms/step >10, 211/693, d1=0.633, d2=0.545 g=1.769 2/2 [==============================] - 0s 12ms/step >10, 212/693, d1=0.497, d2=0.533 g=2.697 2/2 [==============================] - 0s 13ms/step >10, 213/693, d1=0.475, d2=0.517 g=1.580 2/2 [==============================] - 0s 12ms/step >10, 214/693, d1=0.518, d2=0.507 g=1.590 2/2 [==============================] - 0s 13ms/step >10, 215/693, d1=0.603, d2=0.535 g=1.978 2/2 [==============================] - 0s 15ms/step >10, 216/693, d1=0.464, d2=0.495 g=2.287 2/2 [==============================] - 0s 15ms/step >10, 217/693, d1=0.632, d2=0.627 g=1.734 2/2 [==============================] - 0s 13ms/step >10, 218/693, d1=0.606, d2=0.606 g=1.611 2/2 [==============================] - 0s 13ms/step >10, 219/693, d1=0.538, d2=0.502 g=1.983 2/2 [==============================] - 0s 14ms/step >10, 220/693, d1=0.641, d2=0.604 g=2.335 2/2 [==============================] - 0s 13ms/step >10, 221/693, d1=0.576, d2=0.520 g=1.509 2/2 [==============================] - 0s 13ms/step >10, 222/693, d1=0.510, d2=0.550 g=1.855 2/2 [==============================] - 0s 12ms/step >10, 223/693, d1=0.463, d2=0.598 g=1.786 2/2 [==============================] - 0s 14ms/step >10, 224/693, d1=0.599, d2=0.575 g=1.508 2/2 [==============================] - 0s 12ms/step >10, 225/693, d1=0.480, d2=0.523 g=1.698 2/2 [==============================] - 0s 13ms/step >10, 226/693, d1=0.596, d2=0.500 g=1.721 2/2 [==============================] - 0s 11ms/step >10, 227/693, d1=0.602, d2=0.568 g=1.570 2/2 [==============================] - 0s 13ms/step >10, 228/693, d1=0.548, d2=0.510 g=1.737 2/2 [==============================] - 0s 13ms/step >10, 229/693, d1=0.513, d2=0.539 g=1.413 2/2 [==============================] - 0s 13ms/step >10, 230/693, d1=0.521, d2=0.599 g=1.815 2/2 [==============================] - 0s 14ms/step >10, 231/693, d1=0.512, d2=0.462 g=2.155 2/2 [==============================] - 0s 13ms/step >10, 232/693, d1=0.641, d2=0.531 g=2.041 2/2 [==============================] - 0s 13ms/step >10, 233/693, d1=0.552, d2=0.496 g=1.851 2/2 [==============================] - 0s 14ms/step >10, 234/693, d1=0.547, d2=0.665 g=1.653 2/2 [==============================] - 0s 15ms/step >10, 235/693, d1=0.615, d2=0.489 g=1.721 2/2 [==============================] - 0s 14ms/step >10, 236/693, d1=0.503, d2=0.517 g=1.885 2/2 [==============================] - 0s 12ms/step >10, 237/693, d1=0.616, d2=0.593 g=1.559 2/2 [==============================] - 0s 13ms/step >10, 238/693, d1=0.544, d2=0.538 g=1.742 2/2 [==============================] - 0s 13ms/step >10, 239/693, d1=0.596, d2=0.473 g=1.696 2/2 [==============================] - 0s 13ms/step >10, 240/693, d1=0.458, d2=0.563 g=1.969 2/2 [==============================] - 0s 14ms/step >10, 241/693, d1=0.669, d2=0.481 g=2.043 2/2 [==============================] - 0s 14ms/step >10, 242/693, d1=0.578, d2=0.455 g=1.334 2/2 [==============================] - 0s 14ms/step >10, 243/693, d1=0.460, d2=0.627 g=2.080 2/2 [==============================] - 0s 13ms/step >10, 244/693, d1=0.566, d2=0.576 g=1.425 2/2 [==============================] - 0s 12ms/step >10, 245/693, d1=0.647, d2=0.539 g=1.790 2/2 [==============================] - 0s 13ms/step >10, 246/693, d1=0.498, d2=0.539 g=2.222 2/2 [==============================] - 0s 13ms/step >10, 247/693, d1=0.501, d2=0.466 g=1.900 2/2 [==============================] - 0s 13ms/step >10, 248/693, d1=0.604, d2=0.519 g=1.692 2/2 [==============================] - 0s 14ms/step >10, 249/693, d1=0.529, d2=0.538 g=1.580 2/2 [==============================] - 0s 14ms/step >10, 250/693, d1=0.470, d2=0.533 g=2.832 2/2 [==============================] - 0s 14ms/step >10, 251/693, d1=0.578, d2=0.486 g=1.797 2/2 [==============================] - 0s 14ms/step >10, 252/693, d1=0.491, d2=0.591 g=2.688 2/2 [==============================] - 0s 13ms/step >10, 253/693, d1=0.535, d2=0.478 g=1.889 2/2 [==============================] - 0s 13ms/step >10, 254/693, d1=0.656, d2=0.651 g=1.767 2/2 [==============================] - 0s 12ms/step >10, 255/693, d1=0.551, d2=0.489 g=1.696 2/2 [==============================] - 0s 12ms/step >10, 256/693, d1=0.511, d2=0.554 g=1.403 2/2 [==============================] - 0s 11ms/step >10, 257/693, d1=0.471, d2=0.532 g=1.986 2/2 [==============================] - 0s 14ms/step >10, 258/693, d1=0.603, d2=0.525 g=2.017 2/2 [==============================] - 0s 13ms/step >10, 259/693, d1=0.655, d2=0.588 g=1.788 2/2 [==============================] - 0s 14ms/step >10, 260/693, d1=0.613, d2=0.573 g=1.714 2/2 [==============================] - 0s 14ms/step >10, 261/693, d1=0.572, d2=0.565 g=1.557 2/2 [==============================] - 0s 13ms/step >10, 262/693, d1=0.543, d2=0.619 g=1.904 2/2 [==============================] - 0s 12ms/step >10, 263/693, d1=0.601, d2=0.562 g=1.913 2/2 [==============================] - 0s 14ms/step >10, 264/693, d1=0.589, d2=0.522 g=2.015 2/2 [==============================] - 0s 13ms/step >10, 265/693, d1=0.562, d2=0.587 g=1.476 2/2 [==============================] - 0s 13ms/step >10, 266/693, d1=0.538, d2=0.544 g=2.025 2/2 [==============================] - 0s 14ms/step >10, 267/693, d1=0.554, d2=0.546 g=1.954 2/2 [==============================] - 0s 12ms/step >10, 268/693, d1=0.593, d2=0.575 g=2.035 2/2 [==============================] - 0s 13ms/step >10, 269/693, d1=0.643, d2=0.558 g=2.152 2/2 [==============================] - 0s 11ms/step >10, 270/693, d1=0.607, d2=0.672 g=1.932 2/2 [==============================] - 0s 14ms/step >10, 271/693, d1=0.554, d2=0.530 g=1.861 2/2 [==============================] - 0s 14ms/step >10, 272/693, d1=0.601, d2=0.609 g=1.840 2/2 [==============================] - 0s 12ms/step >10, 273/693, d1=0.448, d2=0.464 g=1.710 2/2 [==============================] - 0s 13ms/step >10, 274/693, d1=0.530, d2=0.514 g=1.974 2/2 [==============================] - 0s 13ms/step >10, 275/693, d1=0.537, d2=0.448 g=1.842 2/2 [==============================] - 0s 14ms/step >10, 276/693, d1=0.449, d2=0.601 g=2.005 2/2 [==============================] - 0s 12ms/step >10, 277/693, d1=0.571, d2=0.479 g=1.943 2/2 [==============================] - 0s 12ms/step >10, 278/693, d1=0.492, d2=0.552 g=2.794 2/2 [==============================] - 0s 14ms/step >10, 279/693, d1=0.664, d2=0.505 g=1.723 2/2 [==============================] - 0s 14ms/step >10, 280/693, d1=0.652, d2=0.601 g=1.593 2/2 [==============================] - 0s 14ms/step >10, 281/693, d1=0.556, d2=0.582 g=1.641 2/2 [==============================] - 0s 13ms/step >10, 282/693, d1=0.547, d2=0.675 g=2.188 2/2 [==============================] - 0s 14ms/step >10, 283/693, d1=0.522, d2=0.474 g=2.058 2/2 [==============================] - 0s 13ms/step >10, 284/693, d1=0.539, d2=0.479 g=2.008 2/2 [==============================] - 0s 13ms/step >10, 285/693, d1=0.520, d2=0.492 g=1.912 2/2 [==============================] - 0s 13ms/step >10, 286/693, d1=0.621, d2=0.626 g=1.892 2/2 [==============================] - 0s 13ms/step >10, 287/693, d1=0.558, d2=0.536 g=2.103 2/2 [==============================] - 0s 14ms/step >10, 288/693, d1=0.568, d2=0.550 g=2.458 2/2 [==============================] - 0s 12ms/step >10, 289/693, d1=0.566, d2=0.458 g=2.122 2/2 [==============================] - 0s 12ms/step >10, 290/693, d1=0.488, d2=0.552 g=1.893 2/2 [==============================] - 0s 14ms/step >10, 291/693, d1=0.516, d2=0.483 g=2.191 2/2 [==============================] - 0s 14ms/step >10, 292/693, d1=0.550, d2=0.461 g=2.531 2/2 [==============================] - 0s 12ms/step >10, 293/693, d1=0.587, d2=0.496 g=1.510 2/2 [==============================] - 0s 14ms/step >10, 294/693, d1=0.526, d2=0.623 g=1.616 2/2 [==============================] - 0s 12ms/step >10, 295/693, d1=0.435, d2=0.603 g=1.856 2/2 [==============================] - 0s 13ms/step >10, 296/693, d1=0.540, d2=0.636 g=2.292 2/2 [==============================] - 0s 14ms/step >10, 297/693, d1=0.559, d2=0.476 g=2.386 2/2 [==============================] - 0s 12ms/step >10, 298/693, d1=0.454, d2=0.384 g=2.048 2/2 [==============================] - 0s 14ms/step >10, 299/693, d1=0.548, d2=0.576 g=1.669 2/2 [==============================] - 0s 12ms/step >10, 300/693, d1=0.554, d2=0.497 g=2.294 2/2 [==============================] - 0s 12ms/step >10, 301/693, d1=0.684, d2=0.498 g=1.709 2/2 [==============================] - 0s 13ms/step >10, 302/693, d1=0.531, d2=0.478 g=1.586 2/2 [==============================] - 0s 13ms/step >10, 303/693, d1=0.592, d2=0.586 g=2.034 2/2 [==============================] - 0s 13ms/step >10, 304/693, d1=0.513, d2=0.583 g=1.875 2/2 [==============================] - 0s 15ms/step >10, 305/693, d1=0.526, d2=0.481 g=1.336 2/2 [==============================] - 0s 12ms/step >10, 306/693, d1=0.525, d2=0.588 g=1.877 2/2 [==============================] - 0s 14ms/step >10, 307/693, d1=0.580, d2=0.628 g=1.851 2/2 [==============================] - 0s 12ms/step >10, 308/693, d1=0.506, d2=0.520 g=2.139 2/2 [==============================] - 0s 12ms/step >10, 309/693, d1=0.637, d2=0.589 g=1.843 2/2 [==============================] - 0s 14ms/step >10, 310/693, d1=0.565, d2=0.678 g=1.931 2/2 [==============================] - 0s 15ms/step >10, 311/693, d1=0.505, d2=0.525 g=1.484 2/2 [==============================] - 0s 14ms/step >10, 312/693, d1=0.637, d2=0.641 g=1.836 2/2 [==============================] - 0s 13ms/step >10, 313/693, d1=0.584, d2=0.479 g=1.937 2/2 [==============================] - 0s 14ms/step >10, 314/693, d1=0.490, d2=0.538 g=1.492 2/2 [==============================] - 0s 12ms/step >10, 315/693, d1=0.687, d2=0.548 g=1.561 2/2 [==============================] - 0s 14ms/step >10, 316/693, d1=0.511, d2=0.599 g=1.874 2/2 [==============================] - 0s 14ms/step >10, 317/693, d1=0.551, d2=0.528 g=2.457 2/2 [==============================] - 0s 15ms/step >10, 318/693, d1=0.563, d2=0.573 g=2.030 2/2 [==============================] - 0s 13ms/step >10, 319/693, d1=0.536, d2=0.565 g=1.606 2/2 [==============================] - 0s 13ms/step >10, 320/693, d1=0.380, d2=0.522 g=1.690 2/2 [==============================] - 0s 15ms/step >10, 321/693, d1=0.686, d2=0.561 g=1.513 2/2 [==============================] - 0s 14ms/step >10, 322/693, d1=0.472, d2=0.475 g=1.424 2/2 [==============================] - 0s 12ms/step >10, 323/693, d1=0.576, d2=0.558 g=1.917 2/2 [==============================] - 0s 13ms/step >10, 324/693, d1=0.610, d2=0.518 g=1.764 2/2 [==============================] - 0s 14ms/step >10, 325/693, d1=0.479, d2=0.621 g=1.670 2/2 [==============================] - 0s 12ms/step >10, 326/693, d1=0.633, d2=0.562 g=1.703 2/2 [==============================] - 0s 12ms/step >10, 327/693, d1=0.637, d2=0.539 g=1.840 2/2 [==============================] - 0s 12ms/step >10, 328/693, d1=0.467, d2=0.450 g=2.332 2/2 [==============================] - 0s 14ms/step >10, 329/693, d1=0.576, d2=0.514 g=1.819 2/2 [==============================] - 0s 13ms/step >10, 330/693, d1=0.625, d2=0.564 g=2.054 2/2 [==============================] - 0s 12ms/step >10, 331/693, d1=0.514, d2=0.519 g=1.660 2/2 [==============================] - 0s 13ms/step >10, 332/693, d1=0.593, d2=0.538 g=1.372 2/2 [==============================] - 0s 13ms/step >10, 333/693, d1=0.485, d2=0.526 g=2.510 2/2 [==============================] - 0s 14ms/step >10, 334/693, d1=0.573, d2=0.552 g=1.635 2/2 [==============================] - 0s 14ms/step >10, 335/693, d1=0.502, d2=0.509 g=1.774 2/2 [==============================] - 0s 14ms/step >10, 336/693, d1=0.479, d2=0.539 g=2.211 2/2 [==============================] - 0s 13ms/step >10, 337/693, d1=0.599, d2=0.504 g=1.762 2/2 [==============================] - 0s 13ms/step >10, 338/693, d1=0.571, d2=0.535 g=1.772 2/2 [==============================] - 0s 13ms/step >10, 339/693, d1=0.488, d2=0.535 g=1.771 2/2 [==============================] - 0s 13ms/step >10, 340/693, d1=0.551, d2=0.519 g=2.236 2/2 [==============================] - 0s 12ms/step >10, 341/693, d1=0.508, d2=0.488 g=1.903 2/2 [==============================] - 0s 13ms/step >10, 342/693, d1=0.574, d2=0.499 g=1.556 2/2 [==============================] - 0s 15ms/step >10, 343/693, d1=0.605, d2=0.626 g=1.404 2/2 [==============================] - 0s 13ms/step >10, 344/693, d1=0.499, d2=0.533 g=1.846 2/2 [==============================] - 0s 12ms/step >10, 345/693, d1=0.424, d2=0.560 g=1.758 2/2 [==============================] - 0s 13ms/step >10, 346/693, d1=0.594, d2=0.464 g=1.898 2/2 [==============================] - 0s 14ms/step >10, 347/693, d1=0.571, d2=0.449 g=2.107 2/2 [==============================] - 0s 13ms/step >10, 348/693, d1=0.580, d2=0.644 g=1.998 2/2 [==============================] - 0s 14ms/step >10, 349/693, d1=0.511, d2=0.472 g=1.600 2/2 [==============================] - 0s 13ms/step >10, 350/693, d1=0.560, d2=0.485 g=1.735 2/2 [==============================] - 0s 15ms/step >10, 351/693, d1=0.680, d2=0.558 g=2.307 2/2 [==============================] - 0s 14ms/step >10, 352/693, d1=0.479, d2=0.505 g=1.416 2/2 [==============================] - 0s 13ms/step >10, 353/693, d1=0.624, d2=0.640 g=1.759 2/2 [==============================] - 0s 13ms/step >10, 354/693, d1=0.560, d2=0.542 g=1.684 2/2 [==============================] - 0s 15ms/step >10, 355/693, d1=0.587, d2=0.460 g=1.806 2/2 [==============================] - 0s 13ms/step >10, 356/693, d1=0.516, d2=0.669 g=1.845 2/2 [==============================] - 0s 13ms/step >10, 357/693, d1=0.530, d2=0.576 g=2.169 2/2 [==============================] - 0s 13ms/step >10, 358/693, d1=0.436, d2=0.458 g=1.972 2/2 [==============================] - 0s 12ms/step >10, 359/693, d1=0.567, d2=0.476 g=1.670 2/2 [==============================] - 0s 12ms/step >10, 360/693, d1=0.588, d2=0.508 g=2.368 2/2 [==============================] - 0s 14ms/step >10, 361/693, d1=0.508, d2=0.566 g=2.032 2/2 [==============================] - 0s 12ms/step >10, 362/693, d1=0.555, d2=0.580 g=1.660 2/2 [==============================] - 0s 13ms/step >10, 363/693, d1=0.573, d2=0.520 g=1.937 2/2 [==============================] - 0s 13ms/step >10, 364/693, d1=0.489, d2=0.554 g=1.816 2/2 [==============================] - 0s 14ms/step >10, 365/693, d1=0.529, d2=0.485 g=1.992 2/2 [==============================] - 0s 13ms/step >10, 366/693, d1=0.466, d2=0.519 g=1.592 2/2 [==============================] - 0s 15ms/step >10, 367/693, d1=0.530, d2=0.479 g=2.125 2/2 [==============================] - 0s 15ms/step >10, 368/693, d1=0.408, d2=0.523 g=2.176 2/2 [==============================] - 0s 14ms/step >10, 369/693, d1=0.578, d2=0.438 g=1.727 2/2 [==============================] - 0s 14ms/step >10, 370/693, d1=0.597, d2=0.600 g=1.779 2/2 [==============================] - 0s 12ms/step >10, 371/693, d1=0.645, d2=0.622 g=1.588 2/2 [==============================] - 0s 14ms/step >10, 372/693, d1=0.574, d2=0.466 g=1.599 2/2 [==============================] - 0s 13ms/step >10, 373/693, d1=0.512, d2=0.593 g=1.582 2/2 [==============================] - 0s 12ms/step >10, 374/693, d1=0.499, d2=0.551 g=2.158 2/2 [==============================] - 0s 13ms/step >10, 375/693, d1=0.599, d2=0.502 g=2.026 2/2 [==============================] - 0s 14ms/step >10, 376/693, d1=0.570, d2=0.551 g=2.459 2/2 [==============================] - 0s 11ms/step >10, 377/693, d1=0.551, d2=0.491 g=2.049 2/2 [==============================] - 0s 12ms/step >10, 378/693, d1=0.579, d2=0.599 g=1.786 2/2 [==============================] - 0s 14ms/step >10, 379/693, d1=0.511, d2=0.538 g=1.915 2/2 [==============================] - 0s 12ms/step >10, 380/693, d1=0.673, d2=0.487 g=2.640 2/2 [==============================] - 0s 13ms/step >10, 381/693, d1=0.553, d2=0.657 g=1.821 2/2 [==============================] - 0s 15ms/step >10, 382/693, d1=0.539, d2=0.544 g=2.327 2/2 [==============================] - 0s 13ms/step >10, 383/693, d1=0.520, d2=0.505 g=1.805 2/2 [==============================] - 0s 14ms/step >10, 384/693, d1=0.598, d2=0.588 g=2.327 2/2 [==============================] - 0s 15ms/step >10, 385/693, d1=0.633, d2=0.595 g=1.862 2/2 [==============================] - 0s 13ms/step >10, 386/693, d1=0.474, d2=0.457 g=1.807 2/2 [==============================] - 0s 13ms/step >10, 387/693, d1=0.524, d2=0.542 g=1.485 2/2 [==============================] - 0s 12ms/step >10, 388/693, d1=0.530, d2=0.527 g=1.658 2/2 [==============================] - 0s 12ms/step >10, 389/693, d1=0.555, d2=0.488 g=1.686 2/2 [==============================] - 0s 13ms/step >10, 390/693, d1=0.433, d2=0.503 g=2.330 2/2 [==============================] - 0s 14ms/step >10, 391/693, d1=0.531, d2=0.574 g=1.984 2/2 [==============================] - 0s 14ms/step >10, 392/693, d1=0.582, d2=0.470 g=1.854 2/2 [==============================] - 0s 14ms/step >10, 393/693, d1=0.528, d2=0.512 g=1.518 2/2 [==============================] - 0s 14ms/step >10, 394/693, d1=0.518, d2=0.546 g=1.748 2/2 [==============================] - 0s 13ms/step >10, 395/693, d1=0.521, d2=0.455 g=1.833 2/2 [==============================] - 0s 13ms/step >10, 396/693, d1=0.506, d2=0.530 g=1.632 2/2 [==============================] - 0s 12ms/step >10, 397/693, d1=0.475, d2=0.582 g=2.107 2/2 [==============================] - 0s 13ms/step >10, 398/693, d1=0.476, d2=0.508 g=2.308 2/2 [==============================] - 0s 13ms/step >10, 399/693, d1=0.587, d2=0.585 g=2.547 2/2 [==============================] - 0s 13ms/step >10, 400/693, d1=0.668, d2=0.483 g=1.552 2/2 [==============================] - 0s 12ms/step >10, 401/693, d1=0.584, d2=0.462 g=1.961 2/2 [==============================] - 0s 15ms/step >10, 402/693, d1=0.603, d2=0.467 g=2.263 2/2 [==============================] - 0s 14ms/step >10, 403/693, d1=0.473, d2=0.623 g=2.147 2/2 [==============================] - 0s 15ms/step >10, 404/693, d1=0.611, d2=0.573 g=1.533 2/2 [==============================] - 0s 14ms/step >10, 405/693, d1=0.469, d2=0.571 g=2.118 2/2 [==============================] - 0s 14ms/step >10, 406/693, d1=0.529, d2=0.539 g=2.017 2/2 [==============================] - 0s 17ms/step >10, 407/693, d1=0.548, d2=0.571 g=2.646 2/2 [==============================] - 0s 13ms/step >10, 408/693, d1=0.568, d2=0.515 g=1.698 2/2 [==============================] - 0s 12ms/step >10, 409/693, d1=0.525, d2=0.461 g=1.669 2/2 [==============================] - 0s 14ms/step >10, 410/693, d1=0.501, d2=0.451 g=2.036 2/2 [==============================] - 0s 13ms/step >10, 411/693, d1=0.507, d2=0.595 g=1.666 2/2 [==============================] - 0s 12ms/step >10, 412/693, d1=0.550, d2=0.535 g=1.815 2/2 [==============================] - 0s 12ms/step >10, 413/693, d1=0.437, d2=0.567 g=1.796 2/2 [==============================] - 0s 13ms/step >10, 414/693, d1=0.577, d2=0.474 g=2.459 2/2 [==============================] - 0s 14ms/step >10, 415/693, d1=0.533, d2=0.516 g=1.658 2/2 [==============================] - 0s 13ms/step >10, 416/693, d1=0.568, d2=0.516 g=1.535 2/2 [==============================] - 0s 13ms/step >10, 417/693, d1=0.521, d2=0.528 g=1.651 2/2 [==============================] - 0s 14ms/step >10, 418/693, d1=0.625, d2=0.467 g=1.829 2/2 [==============================] - 0s 15ms/step >10, 419/693, d1=0.556, d2=0.628 g=1.589 2/2 [==============================] - 0s 14ms/step >10, 420/693, d1=0.544, d2=0.576 g=1.519 2/2 [==============================] - 0s 14ms/step >10, 421/693, d1=0.534, d2=0.502 g=1.744 2/2 [==============================] - 0s 13ms/step >10, 422/693, d1=0.482, d2=0.564 g=2.172 2/2 [==============================] - 0s 12ms/step >10, 423/693, d1=0.448, d2=0.531 g=2.271 2/2 [==============================] - 0s 12ms/step >10, 424/693, d1=0.537, d2=0.404 g=2.649 2/2 [==============================] - 0s 15ms/step >10, 425/693, d1=0.599, d2=0.492 g=2.084 2/2 [==============================] - 0s 13ms/step >10, 426/693, d1=0.560, d2=0.593 g=1.635 2/2 [==============================] - 0s 13ms/step >10, 427/693, d1=0.593, d2=0.588 g=1.836 2/2 [==============================] - 0s 12ms/step >10, 428/693, d1=0.648, d2=0.572 g=2.078 2/2 [==============================] - 0s 13ms/step >10, 429/693, d1=0.641, d2=0.522 g=2.001 2/2 [==============================] - 0s 13ms/step >10, 430/693, d1=0.420, d2=0.522 g=2.493 2/2 [==============================] - 0s 13ms/step >10, 431/693, d1=0.567, d2=0.465 g=2.188 2/2 [==============================] - 0s 14ms/step >10, 432/693, d1=0.468, d2=0.589 g=1.938 2/2 [==============================] - 0s 13ms/step >10, 433/693, d1=0.572, d2=0.552 g=1.968 2/2 [==============================] - 0s 12ms/step >10, 434/693, d1=0.581, d2=0.488 g=1.905 2/2 [==============================] - 0s 12ms/step >10, 435/693, d1=0.688, d2=0.581 g=1.453 2/2 [==============================] - 0s 14ms/step >10, 436/693, d1=0.533, d2=0.647 g=1.939 2/2 [==============================] - 0s 13ms/step >10, 437/693, d1=0.507, d2=0.520 g=2.895 2/2 [==============================] - 0s 16ms/step >10, 438/693, d1=0.715, d2=0.457 g=1.706 2/2 [==============================] - 0s 14ms/step >10, 439/693, d1=0.502, d2=0.580 g=1.906 2/2 [==============================] - 0s 13ms/step >10, 440/693, d1=0.670, d2=0.614 g=1.571 2/2 [==============================] - 0s 14ms/step >10, 441/693, d1=0.498, d2=0.586 g=1.697 2/2 [==============================] - 0s 14ms/step >10, 442/693, d1=0.532, d2=0.529 g=2.257 2/2 [==============================] - 0s 12ms/step >10, 443/693, d1=0.483, d2=0.455 g=1.850 2/2 [==============================] - 0s 14ms/step >10, 444/693, d1=0.519, d2=0.490 g=1.529 2/2 [==============================] - 0s 14ms/step >10, 445/693, d1=0.557, d2=0.515 g=1.628 2/2 [==============================] - 0s 12ms/step >10, 446/693, d1=0.491, d2=0.483 g=1.952 2/2 [==============================] - 0s 12ms/step >10, 447/693, d1=0.554, d2=0.589 g=2.136 2/2 [==============================] - 0s 14ms/step >10, 448/693, d1=0.520, d2=0.520 g=2.272 2/2 [==============================] - 0s 13ms/step >10, 449/693, d1=0.566, d2=0.605 g=2.320 2/2 [==============================] - 0s 12ms/step >10, 450/693, d1=0.574, d2=0.562 g=2.193 2/2 [==============================] - 0s 12ms/step >10, 451/693, d1=0.554, d2=0.499 g=1.812 2/2 [==============================] - 0s 13ms/step >10, 452/693, d1=0.635, d2=0.554 g=1.527 2/2 [==============================] - 0s 14ms/step >10, 453/693, d1=0.491, d2=0.539 g=2.121 2/2 [==============================] - 0s 15ms/step >10, 454/693, d1=0.484, d2=0.558 g=2.089 2/2 [==============================] - 0s 13ms/step >10, 455/693, d1=0.471, d2=0.616 g=1.962 2/2 [==============================] - 0s 12ms/step >10, 456/693, d1=0.570, d2=0.486 g=1.629 2/2 [==============================] - 0s 14ms/step >10, 457/693, d1=0.549, d2=0.507 g=1.963 2/2 [==============================] - 0s 13ms/step >10, 458/693, d1=0.552, d2=0.523 g=2.119 2/2 [==============================] - 0s 12ms/step >10, 459/693, d1=0.588, d2=0.537 g=1.524 2/2 [==============================] - 0s 13ms/step >10, 460/693, d1=0.572, d2=0.507 g=2.751 2/2 [==============================] - 0s 12ms/step >10, 461/693, d1=0.596, d2=0.567 g=1.992 2/2 [==============================] - 0s 13ms/step >10, 462/693, d1=0.531, d2=0.513 g=1.527 2/2 [==============================] - 0s 13ms/step >10, 463/693, d1=0.582, d2=0.489 g=1.898 2/2 [==============================] - 0s 12ms/step >10, 464/693, d1=0.517, d2=0.559 g=1.267 2/2 [==============================] - 0s 12ms/step >10, 465/693, d1=0.511, d2=0.609 g=2.002 2/2 [==============================] - 0s 15ms/step >10, 466/693, d1=0.445, d2=0.549 g=1.486 2/2 [==============================] - 0s 13ms/step >10, 467/693, d1=0.562, d2=0.560 g=1.462 2/2 [==============================] - 0s 13ms/step >10, 468/693, d1=0.595, d2=0.492 g=1.604 2/2 [==============================] - 0s 14ms/step >10, 469/693, d1=0.618, d2=0.566 g=1.714 2/2 [==============================] - 0s 14ms/step >10, 470/693, d1=0.616, d2=0.496 g=1.228 2/2 [==============================] - 0s 14ms/step >10, 471/693, d1=0.488, d2=0.577 g=1.737 2/2 [==============================] - 0s 14ms/step >10, 472/693, d1=0.480, d2=0.612 g=1.782 2/2 [==============================] - 0s 13ms/step >10, 473/693, d1=0.553, d2=0.442 g=1.385 2/2 [==============================] - 0s 12ms/step >10, 474/693, d1=0.471, d2=0.488 g=2.455 2/2 [==============================] - 0s 13ms/step >10, 475/693, d1=0.587, d2=0.486 g=1.890 2/2 [==============================] - 0s 12ms/step >10, 476/693, d1=0.483, d2=0.526 g=1.984 2/2 [==============================] - 0s 13ms/step >10, 477/693, d1=0.641, d2=0.492 g=1.896 2/2 [==============================] - 0s 13ms/step >10, 478/693, d1=0.551, d2=0.578 g=1.702 2/2 [==============================] - 0s 13ms/step >10, 479/693, d1=0.543, d2=0.517 g=2.025 2/2 [==============================] - 0s 12ms/step >10, 480/693, d1=0.552, d2=0.556 g=1.530 2/2 [==============================] - 0s 14ms/step >10, 481/693, d1=0.611, d2=0.509 g=1.791 2/2 [==============================] - 0s 13ms/step >10, 482/693, d1=0.527, d2=0.661 g=2.644 2/2 [==============================] - 0s 12ms/step >10, 483/693, d1=0.535, d2=0.474 g=1.848 2/2 [==============================] - 0s 13ms/step >10, 484/693, d1=0.543, d2=0.507 g=2.255 2/2 [==============================] - 0s 14ms/step >10, 485/693, d1=0.499, d2=0.432 g=1.781 2/2 [==============================] - 0s 13ms/step >10, 486/693, d1=0.467, d2=0.542 g=1.682 2/2 [==============================] - 0s 11ms/step >10, 487/693, d1=0.730, d2=0.613 g=1.798 2/2 [==============================] - 0s 12ms/step >10, 488/693, d1=0.430, d2=0.506 g=1.557 2/2 [==============================] - 0s 14ms/step >10, 489/693, d1=0.545, d2=0.513 g=1.993 2/2 [==============================] - 0s 13ms/step >10, 490/693, d1=0.540, d2=0.566 g=2.811 2/2 [==============================] - 0s 13ms/step >10, 491/693, d1=0.606, d2=0.607 g=2.290 2/2 [==============================] - 0s 11ms/step >10, 492/693, d1=0.566, d2=0.599 g=2.055 2/2 [==============================] - 0s 13ms/step >10, 493/693, d1=0.653, d2=0.420 g=1.895 2/2 [==============================] - 0s 12ms/step >10, 494/693, d1=0.598, d2=0.542 g=1.402 2/2 [==============================] - 0s 14ms/step >10, 495/693, d1=0.478, d2=0.560 g=1.990 2/2 [==============================] - 0s 12ms/step >10, 496/693, d1=0.605, d2=0.621 g=1.803 2/2 [==============================] - 0s 13ms/step >10, 497/693, d1=0.406, d2=0.496 g=1.855 2/2 [==============================] - 0s 11ms/step >10, 498/693, d1=0.633, d2=0.466 g=1.943 2/2 [==============================] - 0s 13ms/step >10, 499/693, d1=0.533, d2=0.506 g=2.235 2/2 [==============================] - 0s 13ms/step >10, 500/693, d1=0.587, d2=0.529 g=1.641 2/2 [==============================] - 0s 14ms/step >10, 501/693, d1=0.478, d2=0.511 g=2.427 2/2 [==============================] - 0s 15ms/step >10, 502/693, d1=0.485, d2=0.493 g=1.366 2/2 [==============================] - 0s 13ms/step >10, 503/693, d1=0.515, d2=0.467 g=2.247 2/2 [==============================] - 0s 13ms/step >10, 504/693, d1=0.563, d2=0.512 g=1.676 2/2 [==============================] - 0s 14ms/step >10, 505/693, d1=0.491, d2=0.574 g=1.588 2/2 [==============================] - 0s 14ms/step >10, 506/693, d1=0.476, d2=0.553 g=1.887 2/2 [==============================] - 0s 13ms/step >10, 507/693, d1=0.583, d2=0.409 g=2.392 2/2 [==============================] - 0s 14ms/step >10, 508/693, d1=0.657, d2=0.545 g=1.823 2/2 [==============================] - 0s 14ms/step >10, 509/693, d1=0.475, d2=0.588 g=1.655 2/2 [==============================] - 0s 13ms/step >10, 510/693, d1=0.451, d2=0.566 g=2.359 2/2 [==============================] - 0s 14ms/step >10, 511/693, d1=0.655, d2=0.525 g=1.762 2/2 [==============================] - 0s 15ms/step >10, 512/693, d1=0.544, d2=0.574 g=1.716 2/2 [==============================] - 0s 13ms/step >10, 513/693, d1=0.516, d2=0.459 g=1.592 2/2 [==============================] - 0s 14ms/step >10, 514/693, d1=0.528, d2=0.526 g=1.544 2/2 [==============================] - 0s 14ms/step >10, 515/693, d1=0.497, d2=0.530 g=1.995 2/2 [==============================] - 0s 14ms/step >10, 516/693, d1=0.514, d2=0.547 g=2.119 2/2 [==============================] - 0s 11ms/step >10, 517/693, d1=0.539, d2=0.450 g=1.916 2/2 [==============================] - 0s 12ms/step >10, 518/693, d1=0.598, d2=0.521 g=1.854 2/2 [==============================] - 0s 13ms/step >10, 519/693, d1=0.471, d2=0.496 g=1.393 2/2 [==============================] - 0s 13ms/step >10, 520/693, d1=0.573, d2=0.582 g=1.524 2/2 [==============================] - 0s 13ms/step >10, 521/693, d1=0.487, d2=0.502 g=2.411 2/2 [==============================] - 0s 13ms/step >10, 522/693, d1=0.610, d2=0.592 g=1.706 2/2 [==============================] - 0s 13ms/step >10, 523/693, d1=0.477, d2=0.466 g=1.871 2/2 [==============================] - 0s 13ms/step >10, 524/693, d1=0.605, d2=0.591 g=1.738 2/2 [==============================] - 0s 13ms/step >10, 525/693, d1=0.536, d2=0.457 g=1.841 2/2 [==============================] - 0s 13ms/step >10, 526/693, d1=0.663, d2=0.633 g=1.389 2/2 [==============================] - 0s 13ms/step >10, 527/693, d1=0.561, d2=0.545 g=2.494 2/2 [==============================] - 0s 14ms/step >10, 528/693, d1=0.549, d2=0.526 g=1.803 2/2 [==============================] - 0s 13ms/step >10, 529/693, d1=0.549, d2=0.530 g=1.977 2/2 [==============================] - 0s 14ms/step >10, 530/693, d1=0.576, d2=0.417 g=2.030 2/2 [==============================] - 0s 13ms/step >10, 531/693, d1=0.417, d2=0.536 g=2.015 2/2 [==============================] - 0s 13ms/step >10, 532/693, d1=0.575, d2=0.495 g=1.877 2/2 [==============================] - 0s 14ms/step >10, 533/693, d1=0.537, d2=0.434 g=2.505 2/2 [==============================] - 0s 15ms/step >10, 534/693, d1=0.559, d2=0.585 g=1.879 2/2 [==============================] - 0s 15ms/step >10, 535/693, d1=0.585, d2=0.549 g=2.227 2/2 [==============================] - 0s 14ms/step >10, 536/693, d1=0.493, d2=0.516 g=1.829 2/2 [==============================] - 0s 13ms/step >10, 537/693, d1=0.580, d2=0.543 g=2.107 2/2 [==============================] - 0s 12ms/step >10, 538/693, d1=0.526, d2=0.483 g=1.723 2/2 [==============================] - 0s 12ms/step >10, 539/693, d1=0.521, d2=0.540 g=2.429 2/2 [==============================] - 0s 13ms/step >10, 540/693, d1=0.554, d2=0.486 g=1.782 2/2 [==============================] - 0s 14ms/step >10, 541/693, d1=0.598, d2=0.541 g=1.257 2/2 [==============================] - 0s 13ms/step >10, 542/693, d1=0.551, d2=0.630 g=1.487 2/2 [==============================] - 0s 13ms/step >10, 543/693, d1=0.515, d2=0.449 g=2.076 2/2 [==============================] - 0s 12ms/step >10, 544/693, d1=0.526, d2=0.613 g=1.820 2/2 [==============================] - 0s 13ms/step >10, 545/693, d1=0.517, d2=0.498 g=2.006 2/2 [==============================] - 0s 14ms/step >10, 546/693, d1=0.539, d2=0.615 g=1.691 2/2 [==============================] - 0s 11ms/step >10, 547/693, d1=0.573, d2=0.485 g=1.926 2/2 [==============================] - 0s 13ms/step >10, 548/693, d1=0.440, d2=0.491 g=2.369 2/2 [==============================] - 0s 12ms/step >10, 549/693, d1=0.527, d2=0.501 g=1.755 2/2 [==============================] - 0s 13ms/step >10, 550/693, d1=0.623, d2=0.544 g=1.888 2/2 [==============================] - 0s 14ms/step >10, 551/693, d1=0.543, d2=0.548 g=1.771 2/2 [==============================] - 0s 13ms/step >10, 552/693, d1=0.492, d2=0.533 g=1.668 2/2 [==============================] - 0s 14ms/step >10, 553/693, d1=0.537, d2=0.579 g=2.075 2/2 [==============================] - 0s 13ms/step >10, 554/693, d1=0.569, d2=0.492 g=2.088 2/2 [==============================] - 0s 14ms/step >10, 555/693, d1=0.542, d2=0.501 g=1.557 2/2 [==============================] - 0s 12ms/step >10, 556/693, d1=0.626, d2=0.533 g=1.610 2/2 [==============================] - 0s 13ms/step >10, 557/693, d1=0.537, d2=0.569 g=1.762 2/2 [==============================] - 0s 13ms/step >10, 558/693, d1=0.512, d2=0.515 g=1.717 2/2 [==============================] - 0s 13ms/step >10, 559/693, d1=0.524, d2=0.499 g=1.637 2/2 [==============================] - 0s 14ms/step >10, 560/693, d1=0.496, d2=0.497 g=2.157 2/2 [==============================] - 0s 13ms/step >10, 561/693, d1=0.614, d2=0.518 g=1.360 2/2 [==============================] - 0s 12ms/step >10, 562/693, d1=0.503, d2=0.553 g=1.442 2/2 [==============================] - 0s 14ms/step >10, 563/693, d1=0.546, d2=0.541 g=1.559 2/2 [==============================] - 0s 12ms/step >10, 564/693, d1=0.581, d2=0.546 g=2.160 2/2 [==============================] - 0s 12ms/step >10, 565/693, d1=0.641, d2=0.600 g=1.799 2/2 [==============================] - 0s 14ms/step >10, 566/693, d1=0.477, d2=0.442 g=2.106 2/2 [==============================] - 0s 14ms/step >10, 567/693, d1=0.506, d2=0.603 g=2.036 2/2 [==============================] - 0s 13ms/step >10, 568/693, d1=0.639, d2=0.449 g=1.945 2/2 [==============================] - 0s 14ms/step >10, 569/693, d1=0.480, d2=0.456 g=1.876 2/2 [==============================] - 0s 14ms/step >10, 570/693, d1=0.583, d2=0.577 g=1.504 2/2 [==============================] - 0s 14ms/step >10, 571/693, d1=0.491, d2=0.512 g=1.547 2/2 [==============================] - 0s 13ms/step >10, 572/693, d1=0.516, d2=0.459 g=1.513 2/2 [==============================] - 0s 14ms/step >10, 573/693, d1=0.574, d2=0.598 g=2.065 2/2 [==============================] - 0s 11ms/step >10, 574/693, d1=0.561, d2=0.544 g=1.712 2/2 [==============================] - 0s 12ms/step >10, 575/693, d1=0.701, d2=0.540 g=1.804 2/2 [==============================] - 0s 13ms/step >10, 576/693, d1=0.485, d2=0.570 g=2.191 2/2 [==============================] - 0s 12ms/step >10, 577/693, d1=0.520, d2=0.422 g=2.086 2/2 [==============================] - 0s 13ms/step >10, 578/693, d1=0.589, d2=0.498 g=1.642 2/2 [==============================] - 0s 13ms/step >10, 579/693, d1=0.528, d2=0.617 g=2.287 2/2 [==============================] - 0s 13ms/step >10, 580/693, d1=0.394, d2=0.477 g=2.082 2/2 [==============================] - 0s 13ms/step >10, 581/693, d1=0.553, d2=0.550 g=1.875 2/2 [==============================] - 0s 14ms/step >10, 582/693, d1=0.556, d2=0.481 g=1.830 2/2 [==============================] - 0s 13ms/step >10, 583/693, d1=0.573, d2=0.542 g=1.575 2/2 [==============================] - 0s 13ms/step >10, 584/693, d1=0.491, d2=0.591 g=1.831 2/2 [==============================] - 0s 11ms/step >10, 585/693, d1=0.526, d2=0.445 g=1.951 2/2 [==============================] - 0s 13ms/step >10, 586/693, d1=0.572, d2=0.593 g=1.714 2/2 [==============================] - 0s 14ms/step >10, 587/693, d1=0.572, d2=0.548 g=2.010 2/2 [==============================] - 0s 14ms/step >10, 588/693, d1=0.661, d2=0.569 g=2.249 2/2 [==============================] - 0s 12ms/step >10, 589/693, d1=0.601, d2=0.545 g=2.183 2/2 [==============================] - 0s 13ms/step >10, 590/693, d1=0.510, d2=0.495 g=2.164 2/2 [==============================] - 0s 12ms/step >10, 591/693, d1=0.516, d2=0.577 g=2.345 2/2 [==============================] - 0s 14ms/step >10, 592/693, d1=0.560, d2=0.448 g=1.720 2/2 [==============================] - 0s 14ms/step >10, 593/693, d1=0.594, d2=0.576 g=1.580 2/2 [==============================] - 0s 12ms/step >10, 594/693, d1=0.492, d2=0.603 g=1.717 2/2 [==============================] - 0s 12ms/step >10, 595/693, d1=0.443, d2=0.533 g=1.760 2/2 [==============================] - 0s 13ms/step >10, 596/693, d1=0.623, d2=0.515 g=1.643 2/2 [==============================] - 0s 13ms/step >10, 597/693, d1=0.556, d2=0.552 g=1.827 2/2 [==============================] - 0s 13ms/step >10, 598/693, d1=0.553, d2=0.504 g=1.635 2/2 [==============================] - 0s 13ms/step >10, 599/693, d1=0.610, d2=0.579 g=1.630 2/2 [==============================] - 0s 14ms/step >10, 600/693, d1=0.559, d2=0.468 g=1.993 2/2 [==============================] - 0s 14ms/step >10, 601/693, d1=0.556, d2=0.491 g=1.577 2/2 [==============================] - 0s 13ms/step >10, 602/693, d1=0.504, d2=0.434 g=2.172 2/2 [==============================] - 0s 11ms/step >10, 603/693, d1=0.541, d2=0.562 g=1.404 2/2 [==============================] - 0s 11ms/step >10, 604/693, d1=0.498, d2=0.608 g=1.795 2/2 [==============================] - 0s 14ms/step >10, 605/693, d1=0.503, d2=0.545 g=2.332 2/2 [==============================] - 0s 13ms/step >10, 606/693, d1=0.540, d2=0.467 g=1.498 2/2 [==============================] - 0s 15ms/step >10, 607/693, d1=0.544, d2=0.545 g=1.647 2/2 [==============================] - 0s 13ms/step >10, 608/693, d1=0.562, d2=0.492 g=1.607 2/2 [==============================] - 0s 12ms/step >10, 609/693, d1=0.493, d2=0.592 g=2.175 2/2 [==============================] - 0s 11ms/step >10, 610/693, d1=0.525, d2=0.441 g=2.253 2/2 [==============================] - 0s 15ms/step >10, 611/693, d1=0.528, d2=0.530 g=2.366 2/2 [==============================] - 0s 14ms/step >10, 612/693, d1=0.607, d2=0.523 g=1.988 2/2 [==============================] - 0s 13ms/step >10, 613/693, d1=0.572, d2=0.528 g=2.013 2/2 [==============================] - 0s 13ms/step >10, 614/693, d1=0.547, d2=0.589 g=2.384 2/2 [==============================] - 0s 12ms/step >10, 615/693, d1=0.450, d2=0.644 g=1.358 2/2 [==============================] - 0s 13ms/step >10, 616/693, d1=0.533, d2=0.484 g=1.918 2/2 [==============================] - 0s 13ms/step >10, 617/693, d1=0.543, d2=0.395 g=1.967 2/2 [==============================] - 0s 13ms/step >10, 618/693, d1=0.471, d2=0.596 g=1.569 2/2 [==============================] - 0s 14ms/step >10, 619/693, d1=0.483, d2=0.530 g=1.584 2/2 [==============================] - 0s 15ms/step >10, 620/693, d1=0.479, d2=0.536 g=2.579 2/2 [==============================] - 0s 13ms/step >10, 621/693, d1=0.571, d2=0.428 g=1.985 2/2 [==============================] - 0s 15ms/step >10, 622/693, d1=0.531, d2=0.575 g=1.378 2/2 [==============================] - 0s 12ms/step >10, 623/693, d1=0.505, d2=0.507 g=1.707 2/2 [==============================] - 0s 12ms/step >10, 624/693, d1=0.603, d2=0.498 g=2.276 2/2 [==============================] - 0s 12ms/step >10, 625/693, d1=0.504, d2=0.532 g=1.300 2/2 [==============================] - 0s 13ms/step >10, 626/693, d1=0.566, d2=0.541 g=1.418 2/2 [==============================] - 0s 15ms/step >10, 627/693, d1=0.525, d2=0.502 g=2.280 2/2 [==============================] - 0s 15ms/step >10, 628/693, d1=0.539, d2=0.493 g=1.666 2/2 [==============================] - 0s 13ms/step >10, 629/693, d1=0.508, d2=0.655 g=2.017 2/2 [==============================] - 0s 12ms/step >10, 630/693, d1=0.575, d2=0.440 g=2.126 2/2 [==============================] - 0s 12ms/step >10, 631/693, d1=0.675, d2=0.602 g=1.862 2/2 [==============================] - 0s 14ms/step >10, 632/693, d1=0.566, d2=0.563 g=1.509 2/2 [==============================] - 0s 12ms/step >10, 633/693, d1=0.449, d2=0.576 g=2.244 2/2 [==============================] - 0s 13ms/step >10, 634/693, d1=0.540, d2=0.455 g=1.954 2/2 [==============================] - 0s 13ms/step >10, 635/693, d1=0.564, d2=0.549 g=1.815 2/2 [==============================] - 0s 15ms/step >10, 636/693, d1=0.497, d2=0.567 g=1.826 2/2 [==============================] - 0s 14ms/step >10, 637/693, d1=0.625, d2=0.442 g=2.010 2/2 [==============================] - 0s 13ms/step >10, 638/693, d1=0.584, d2=0.436 g=1.955 2/2 [==============================] - 0s 15ms/step >10, 639/693, d1=0.416, d2=0.575 g=1.573 2/2 [==============================] - 0s 13ms/step >10, 640/693, d1=0.526, d2=0.497 g=1.587 2/2 [==============================] - 0s 14ms/step >10, 641/693, d1=0.521, d2=0.562 g=1.684 2/2 [==============================] - 0s 14ms/step >10, 642/693, d1=0.604, d2=0.473 g=1.662 2/2 [==============================] - 0s 15ms/step >10, 643/693, d1=0.562, d2=0.544 g=1.732 2/2 [==============================] - 0s 13ms/step >10, 644/693, d1=0.606, d2=0.589 g=2.031 2/2 [==============================] - 0s 13ms/step >10, 645/693, d1=0.473, d2=0.498 g=2.660 2/2 [==============================] - 0s 13ms/step >10, 646/693, d1=0.509, d2=0.542 g=1.772 2/2 [==============================] - 0s 14ms/step >10, 647/693, d1=0.539, d2=0.471 g=1.734 2/2 [==============================] - 0s 12ms/step >10, 648/693, d1=0.528, d2=0.517 g=1.695 2/2 [==============================] - 0s 14ms/step >10, 649/693, d1=0.562, d2=0.517 g=1.938 2/2 [==============================] - 0s 13ms/step >10, 650/693, d1=0.586, d2=0.627 g=2.113 2/2 [==============================] - 0s 12ms/step >10, 651/693, d1=0.598, d2=0.462 g=2.075 2/2 [==============================] - 0s 13ms/step >10, 652/693, d1=0.560, d2=0.600 g=1.700 2/2 [==============================] - 0s 13ms/step >10, 653/693, d1=0.528, d2=0.511 g=1.934 2/2 [==============================] - 0s 13ms/step >10, 654/693, d1=0.497, d2=0.483 g=1.669 2/2 [==============================] - 0s 12ms/step >10, 655/693, d1=0.659, d2=0.531 g=1.792 2/2 [==============================] - 0s 14ms/step >10, 656/693, d1=0.544, d2=0.566 g=1.628 2/2 [==============================] - 0s 13ms/step >10, 657/693, d1=0.490, d2=0.510 g=1.734 2/2 [==============================] - 0s 14ms/step >10, 658/693, d1=0.472, d2=0.501 g=2.115 2/2 [==============================] - 0s 15ms/step >10, 659/693, d1=0.622, d2=0.583 g=1.663 2/2 [==============================] - 0s 14ms/step >10, 660/693, d1=0.420, d2=0.568 g=1.901 2/2 [==============================] - 0s 14ms/step >10, 661/693, d1=0.555, d2=0.482 g=1.478 2/2 [==============================] - 0s 14ms/step >10, 662/693, d1=0.445, d2=0.531 g=2.036 2/2 [==============================] - 0s 12ms/step >10, 663/693, d1=0.479, d2=0.561 g=2.358 2/2 [==============================] - 0s 12ms/step >10, 664/693, d1=0.568, d2=0.429 g=2.186 2/2 [==============================] - 0s 14ms/step >10, 665/693, d1=0.622, d2=0.507 g=2.112 2/2 [==============================] - 0s 13ms/step >10, 666/693, d1=0.630, d2=0.572 g=1.717 2/2 [==============================] - 0s 13ms/step >10, 667/693, d1=0.512, d2=0.484 g=1.621 2/2 [==============================] - 0s 12ms/step >10, 668/693, d1=0.495, d2=0.504 g=2.263 2/2 [==============================] - 0s 14ms/step >10, 669/693, d1=0.562, d2=0.543 g=1.790 2/2 [==============================] - 0s 13ms/step >10, 670/693, d1=0.497, d2=0.570 g=1.637 2/2 [==============================] - 0s 12ms/step >10, 671/693, d1=0.476, d2=0.437 g=2.024 2/2 [==============================] - 0s 12ms/step >10, 672/693, d1=0.561, d2=0.580 g=1.823 2/2 [==============================] - 0s 13ms/step >10, 673/693, d1=0.653, d2=0.560 g=1.629 2/2 [==============================] - 0s 13ms/step >10, 674/693, d1=0.518, d2=0.543 g=1.475 2/2 [==============================] - 0s 12ms/step >10, 675/693, d1=0.445, d2=0.465 g=2.417 2/2 [==============================] - 0s 13ms/step >10, 676/693, d1=0.648, d2=0.572 g=1.961 2/2 [==============================] - 0s 12ms/step >10, 677/693, d1=0.567, d2=0.563 g=1.990 2/2 [==============================] - 0s 14ms/step >10, 678/693, d1=0.559, d2=0.567 g=1.837 2/2 [==============================] - 0s 13ms/step >10, 679/693, d1=0.571, d2=0.587 g=2.089 2/2 [==============================] - 0s 14ms/step >10, 680/693, d1=0.574, d2=0.572 g=1.985 2/2 [==============================] - 0s 14ms/step >10, 681/693, d1=0.490, d2=0.604 g=1.616 2/2 [==============================] - 0s 13ms/step >10, 682/693, d1=0.532, d2=0.545 g=1.727 2/2 [==============================] - 0s 13ms/step >10, 683/693, d1=0.528, d2=0.543 g=1.989 2/2 [==============================] - 0s 13ms/step >10, 684/693, d1=0.612, d2=0.467 g=1.779 2/2 [==============================] - 0s 14ms/step >10, 685/693, d1=0.476, d2=0.534 g=1.848 2/2 [==============================] - 0s 15ms/step >10, 686/693, d1=0.553, d2=0.486 g=1.724 2/2 [==============================] - 0s 13ms/step >10, 687/693, d1=0.552, d2=0.455 g=1.946 2/2 [==============================] - 0s 13ms/step >10, 688/693, d1=0.562, d2=0.671 g=1.966 2/2 [==============================] - 0s 14ms/step >10, 689/693, d1=0.648, d2=0.477 g=1.715 2/2 [==============================] - 0s 13ms/step >10, 690/693, d1=0.507, d2=0.558 g=1.525 2/2 [==============================] - 0s 15ms/step >10, 691/693, d1=0.653, d2=0.560 g=1.542 2/2 [==============================] - 0s 13ms/step >10, 692/693, d1=0.475, d2=0.564 g=1.964 2/2 [==============================] - 0s 13ms/step >10, 693/693, d1=0.522, d2=0.533 g=2.388 5/5 [==============================] - 0s 59ms/step >Accuracy real: 64%, fake: 96% WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model. 2/2 [==============================] - 0s 14ms/step >11, 1/693, d1=0.581, d2=0.404 g=1.550 2/2 [==============================] - 0s 13ms/step >11, 2/693, d1=0.469, d2=0.475 g=1.859 2/2 [==============================] - 0s 14ms/step >11, 3/693, d1=0.478, d2=0.596 g=1.940 2/2 [==============================] - 0s 13ms/step >11, 4/693, d1=0.505, d2=0.464 g=1.637 2/2 [==============================] - 0s 13ms/step >11, 5/693, d1=0.499, d2=0.464 g=1.614 2/2 [==============================] - 0s 14ms/step >11, 6/693, d1=0.456, d2=0.487 g=1.690 2/2 [==============================] - 0s 14ms/step >11, 7/693, d1=0.500, d2=0.475 g=1.399 2/2 [==============================] - 0s 14ms/step >11, 8/693, d1=0.485, d2=0.516 g=1.905 2/2 [==============================] - 0s 14ms/step >11, 9/693, d1=0.602, d2=0.488 g=1.672 2/2 [==============================] - 0s 14ms/step >11, 10/693, d1=0.630, d2=0.570 g=2.407 2/2 [==============================] - 0s 14ms/step >11, 11/693, d1=0.407, d2=0.575 g=2.220 2/2 [==============================] - 0s 14ms/step >11, 12/693, d1=0.505, d2=0.561 g=2.655 2/2 [==============================] - 0s 14ms/step >11, 13/693, d1=0.474, d2=0.480 g=2.414 2/2 [==============================] - 0s 11ms/step >11, 14/693, d1=0.712, d2=0.445 g=2.417 2/2 [==============================] - 0s 14ms/step >11, 15/693, d1=0.533, d2=0.499 g=2.164 2/2 [==============================] - 0s 13ms/step >11, 16/693, d1=0.463, d2=0.571 g=1.921 2/2 [==============================] - 0s 13ms/step >11, 17/693, d1=0.567, d2=0.499 g=2.058 2/2 [==============================] - 0s 13ms/step >11, 18/693, d1=0.489, d2=0.479 g=1.920 2/2 [==============================] - 0s 14ms/step >11, 19/693, d1=0.697, d2=0.532 g=1.553 2/2 [==============================] - 0s 12ms/step >11, 20/693, d1=0.406, d2=0.517 g=2.403 2/2 [==============================] - 0s 12ms/step >11, 21/693, d1=0.500, d2=0.511 g=2.336 2/2 [==============================] - 0s 13ms/step >11, 22/693, d1=0.672, d2=0.477 g=1.928 2/2 [==============================] - 0s 13ms/step >11, 23/693, d1=0.694, d2=0.650 g=1.628 2/2 [==============================] - 0s 12ms/step >11, 24/693, d1=0.470, d2=0.528 g=1.938 2/2 [==============================] - 0s 12ms/step >11, 25/693, d1=0.509, d2=0.552 g=2.022 2/2 [==============================] - 0s 14ms/step >11, 26/693, d1=0.582, d2=0.523 g=2.410 2/2 [==============================] - 0s 13ms/step >11, 27/693, d1=0.634, d2=0.677 g=1.775 2/2 [==============================] - 0s 13ms/step >11, 28/693, d1=0.536, d2=0.531 g=2.216 2/2 [==============================] - 0s 13ms/step >11, 29/693, d1=0.628, d2=0.482 g=1.813 2/2 [==============================] - 0s 13ms/step >11, 30/693, d1=0.444, d2=0.571 g=1.860 2/2 [==============================] - 0s 12ms/step >11, 31/693, d1=0.609, d2=0.490 g=1.464 2/2 [==============================] - 0s 12ms/step >11, 32/693, d1=0.508, d2=0.654 g=1.675 2/2 [==============================] - 0s 13ms/step >11, 33/693, d1=0.553, d2=0.561 g=1.845 2/2 [==============================] - 0s 14ms/step >11, 34/693, d1=0.606, d2=0.517 g=1.456 2/2 [==============================] - 0s 14ms/step >11, 35/693, d1=0.560, d2=0.496 g=2.054 2/2 [==============================] - 0s 18ms/step >11, 36/693, d1=0.621, d2=0.602 g=2.526 2/2 [==============================] - 0s 13ms/step >11, 37/693, d1=0.493, d2=0.544 g=2.195 2/2 [==============================] - 0s 14ms/step >11, 38/693, d1=0.468, d2=0.470 g=2.290 2/2 [==============================] - 0s 13ms/step >11, 39/693, d1=0.531, d2=0.640 g=2.063 2/2 [==============================] - 0s 11ms/step >11, 40/693, d1=0.716, d2=0.462 g=2.017 2/2 [==============================] - 0s 14ms/step >11, 41/693, d1=0.525, d2=0.495 g=1.947 2/2 [==============================] - 0s 12ms/step >11, 42/693, d1=0.569, d2=0.574 g=2.201 2/2 [==============================] - 0s 13ms/step >11, 43/693, d1=0.512, d2=0.493 g=1.814 2/2 [==============================] - 0s 13ms/step >11, 44/693, d1=0.485, d2=0.614 g=1.762 2/2 [==============================] - 0s 13ms/step >11, 45/693, d1=0.558, d2=0.502 g=2.577 2/2 [==============================] - 0s 14ms/step >11, 46/693, d1=0.578, d2=0.509 g=1.682 2/2 [==============================] - 0s 13ms/step >11, 47/693, d1=0.539, d2=0.472 g=1.895 2/2 [==============================] - 0s 13ms/step >11, 48/693, d1=0.619, d2=0.531 g=1.478 2/2 [==============================] - 0s 14ms/step >11, 49/693, d1=0.545, d2=0.558 g=1.721 2/2 [==============================] - 0s 14ms/step >11, 50/693, d1=0.464, d2=0.535 g=2.449 2/2 [==============================] - 0s 14ms/step >11, 51/693, d1=0.602, d2=0.490 g=2.358 2/2 [==============================] - 0s 13ms/step >11, 52/693, d1=0.592, d2=0.550 g=2.312 2/2 [==============================] - 0s 13ms/step >11, 53/693, d1=0.582, d2=0.497 g=1.488 2/2 [==============================] - 0s 12ms/step >11, 54/693, d1=0.507, d2=0.488 g=1.646 2/2 [==============================] - 0s 12ms/step >11, 55/693, d1=0.498, d2=0.568 g=2.248 2/2 [==============================] - 0s 14ms/step >11, 56/693, d1=0.470, d2=0.449 g=1.664 2/2 [==============================] - 0s 12ms/step >11, 57/693, d1=0.516, d2=0.511 g=1.964 2/2 [==============================] - 0s 14ms/step >11, 58/693, d1=0.572, d2=0.678 g=1.724 2/2 [==============================] - 0s 13ms/step >11, 59/693, d1=0.612, d2=0.463 g=2.217 2/2 [==============================] - 0s 13ms/step >11, 60/693, d1=0.568, d2=0.457 g=2.263 2/2 [==============================] - 0s 11ms/step >11, 61/693, d1=0.584, d2=0.619 g=1.417 2/2 [==============================] - 0s 14ms/step >11, 62/693, d1=0.503, d2=0.560 g=2.032 2/2 [==============================] - 0s 13ms/step >11, 63/693, d1=0.512, d2=0.475 g=1.982 2/2 [==============================] - 0s 12ms/step >11, 64/693, d1=0.443, d2=0.499 g=1.773 2/2 [==============================] - 0s 12ms/step >11, 65/693, d1=0.552, d2=0.536 g=1.914 2/2 [==============================] - 0s 12ms/step >11, 66/693, d1=0.579, d2=0.446 g=2.662 2/2 [==============================] - 0s 12ms/step >11, 67/693, d1=0.580, d2=0.545 g=2.239 2/2 [==============================] - 0s 12ms/step >11, 68/693, d1=0.475, d2=0.571 g=1.878 2/2 [==============================] - 0s 13ms/step >11, 69/693, d1=0.540, d2=0.561 g=1.945 2/2 [==============================] - 0s 13ms/step >11, 70/693, d1=0.553, d2=0.587 g=2.101 2/2 [==============================] - 0s 12ms/step >11, 71/693, d1=0.618, d2=0.511 g=2.412 2/2 [==============================] - 0s 13ms/step >11, 72/693, d1=0.537, d2=0.484 g=2.298 2/2 [==============================] - 0s 13ms/step >11, 73/693, d1=0.542, d2=0.482 g=2.282 2/2 [==============================] - 0s 14ms/step >11, 74/693, d1=0.623, d2=0.614 g=1.655 2/2 [==============================] - 0s 12ms/step >11, 75/693, d1=0.486, d2=0.523 g=1.834 2/2 [==============================] - 0s 14ms/step >11, 76/693, d1=0.481, d2=0.525 g=2.177 2/2 [==============================] - 0s 13ms/step >11, 77/693, d1=0.660, d2=0.496 g=1.612 2/2 [==============================] - 0s 14ms/step >11, 78/693, d1=0.690, d2=0.503 g=2.268 2/2 [==============================] - 0s 12ms/step >11, 79/693, d1=0.601, d2=0.572 g=1.776 2/2 [==============================] - 0s 13ms/step >11, 80/693, d1=0.628, d2=0.456 g=2.169 2/2 [==============================] - 0s 14ms/step >11, 81/693, d1=0.465, d2=0.538 g=1.651 2/2 [==============================] - 0s 13ms/step >11, 82/693, d1=0.472, d2=0.537 g=2.048 2/2 [==============================] - 0s 13ms/step >11, 83/693, d1=0.556, d2=0.491 g=2.114 2/2 [==============================] - 0s 12ms/step >11, 84/693, d1=0.619, d2=0.472 g=2.150 2/2 [==============================] - 0s 14ms/step >11, 85/693, d1=0.550, d2=0.550 g=1.627 2/2 [==============================] - 0s 13ms/step >11, 86/693, d1=0.499, d2=0.537 g=1.948 2/2 [==============================] - 0s 14ms/step >11, 87/693, d1=0.631, d2=0.514 g=1.854 2/2 [==============================] - 0s 14ms/step >11, 88/693, d1=0.571, d2=0.513 g=1.802 2/2 [==============================] - 0s 13ms/step >11, 89/693, d1=0.441, d2=0.453 g=1.865 2/2 [==============================] - 0s 14ms/step >11, 90/693, d1=0.563, d2=0.572 g=2.251 2/2 [==============================] - 0s 12ms/step >11, 91/693, d1=0.544, d2=0.567 g=1.770 2/2 [==============================] - 0s 12ms/step >11, 92/693, d1=0.465, d2=0.509 g=1.919 2/2 [==============================] - 0s 13ms/step >11, 93/693, d1=0.535, d2=0.494 g=2.474 2/2 [==============================] - 0s 13ms/step >11, 94/693, d1=0.614, d2=0.520 g=1.522 2/2 [==============================] - 0s 13ms/step >11, 95/693, d1=0.532, d2=0.512 g=2.582 2/2 [==============================] - 0s 13ms/step >11, 96/693, d1=0.567, d2=0.517 g=1.937 2/2 [==============================] - 0s 14ms/step >11, 97/693, d1=0.585, d2=0.587 g=1.844 2/2 [==============================] - 0s 12ms/step >11, 98/693, d1=0.448, d2=0.497 g=1.761 2/2 [==============================] - 0s 13ms/step >11, 99/693, d1=0.475, d2=0.459 g=1.525 2/2 [==============================] - 0s 12ms/step >11, 100/693, d1=0.573, d2=0.581 g=1.975 2/2 [==============================] - 0s 13ms/step >11, 101/693, d1=0.473, d2=0.478 g=1.666 2/2 [==============================] - 0s 13ms/step >11, 102/693, d1=0.487, d2=0.579 g=2.156 2/2 [==============================] - 0s 13ms/step >11, 103/693, d1=0.583, d2=0.451 g=2.076 2/2 [==============================] - 0s 12ms/step >11, 104/693, d1=0.496, d2=0.518 g=1.644 2/2 [==============================] - 0s 12ms/step >11, 105/693, d1=0.471, d2=0.457 g=1.743 2/2 [==============================] - 0s 13ms/step >11, 106/693, d1=0.641, d2=0.488 g=1.911 2/2 [==============================] - 0s 15ms/step >11, 107/693, d1=0.497, d2=0.535 g=2.165 2/2 [==============================] - 0s 13ms/step >11, 108/693, d1=0.492, d2=0.414 g=2.026 2/2 [==============================] - 0s 13ms/step >11, 109/693, d1=0.550, d2=0.420 g=1.906 2/2 [==============================] - 0s 14ms/step >11, 110/693, d1=0.555, d2=0.539 g=1.855 2/2 [==============================] - 0s 14ms/step >11, 111/693, d1=0.467, d2=0.519 g=1.727 2/2 [==============================] - 0s 14ms/step >11, 112/693, d1=0.421, d2=0.569 g=1.769 2/2 [==============================] - 0s 12ms/step >11, 113/693, d1=0.607, d2=0.538 g=1.644 2/2 [==============================] - 0s 13ms/step >11, 114/693, d1=0.466, d2=0.428 g=2.065 2/2 [==============================] - 0s 14ms/step >11, 115/693, d1=0.547, d2=0.453 g=1.750 2/2 [==============================] - 0s 12ms/step >11, 116/693, d1=0.502, d2=0.484 g=2.511 2/2 [==============================] - 0s 13ms/step >11, 117/693, d1=0.604, d2=0.488 g=1.607 2/2 [==============================] - 0s 13ms/step >11, 118/693, d1=0.449, d2=0.533 g=2.168 2/2 [==============================] - 0s 14ms/step >11, 119/693, d1=0.507, d2=0.486 g=2.206 2/2 [==============================] - 0s 13ms/step >11, 120/693, d1=0.577, d2=0.476 g=2.528 2/2 [==============================] - 0s 12ms/step >11, 121/693, d1=0.461, d2=0.566 g=2.514 2/2 [==============================] - 0s 13ms/step >11, 122/693, d1=0.561, d2=0.524 g=2.581 2/2 [==============================] - 0s 14ms/step >11, 123/693, d1=0.556, d2=0.511 g=2.305 2/2 [==============================] - 0s 14ms/step >11, 124/693, d1=0.554, d2=0.531 g=2.039 2/2 [==============================] - 0s 13ms/step >11, 125/693, d1=0.504, d2=0.541 g=1.665 2/2 [==============================] - 0s 13ms/step >11, 126/693, d1=0.577, d2=0.553 g=1.948 2/2 [==============================] - 0s 13ms/step >11, 127/693, d1=0.513, d2=0.563 g=2.157 2/2 [==============================] - 0s 11ms/step >11, 128/693, d1=0.531, d2=0.469 g=1.812 2/2 [==============================] - 0s 13ms/step >11, 129/693, d1=0.508, d2=0.501 g=2.059 2/2 [==============================] - 0s 12ms/step >11, 130/693, d1=0.594, d2=0.404 g=2.259 2/2 [==============================] - 0s 13ms/step >11, 131/693, d1=0.510, d2=0.614 g=1.956 2/2 [==============================] - 0s 12ms/step >11, 132/693, d1=0.469, d2=0.528 g=2.348 2/2 [==============================] - 0s 14ms/step >11, 133/693, d1=0.519, d2=0.359 g=1.646 2/2 [==============================] - 0s 14ms/step >11, 134/693, d1=0.608, d2=0.574 g=1.743 2/2 [==============================] - 0s 12ms/step >11, 135/693, d1=0.495, d2=0.617 g=1.668 2/2 [==============================] - 0s 13ms/step >11, 136/693, d1=0.590, d2=0.456 g=2.038 2/2 [==============================] - 0s 12ms/step >11, 137/693, d1=0.587, d2=0.526 g=1.654 2/2 [==============================] - 0s 14ms/step >11, 138/693, d1=0.604, d2=0.536 g=1.538 2/2 [==============================] - 0s 14ms/step >11, 139/693, d1=0.554, d2=0.506 g=2.218 2/2 [==============================] - 0s 15ms/step >11, 140/693, d1=0.620, d2=0.683 g=2.259 2/2 [==============================] - 0s 14ms/step >11, 141/693, d1=0.434, d2=0.503 g=2.033 2/2 [==============================] - 0s 12ms/step >11, 142/693, d1=0.545, d2=0.452 g=1.956 2/2 [==============================] - 0s 12ms/step >11, 143/693, d1=0.519, d2=0.490 g=2.090 2/2 [==============================] - 0s 14ms/step >11, 144/693, d1=0.582, d2=0.539 g=1.968 2/2 [==============================] - 0s 14ms/step >11, 145/693, d1=0.546, d2=0.563 g=2.228 2/2 [==============================] - 0s 12ms/step >11, 146/693, d1=0.446, d2=0.545 g=1.832 2/2 [==============================] - 0s 11ms/step >11, 147/693, d1=0.441, d2=0.500 g=1.394 2/2 [==============================] - 0s 14ms/step >11, 148/693, d1=0.493, d2=0.527 g=2.264 2/2 [==============================] - 0s 12ms/step >11, 149/693, d1=0.502, d2=0.342 g=2.177 2/2 [==============================] - 0s 12ms/step >11, 150/693, d1=0.611, d2=0.561 g=1.568 2/2 [==============================] - 0s 13ms/step >11, 151/693, d1=0.543, d2=0.526 g=1.496 2/2 [==============================] - 0s 12ms/step >11, 152/693, d1=0.443, d2=0.485 g=2.167 2/2 [==============================] - 0s 12ms/step >11, 153/693, d1=0.526, d2=0.456 g=2.139 2/2 [==============================] - 0s 13ms/step >11, 154/693, d1=0.535, d2=0.415 g=2.314 2/2 [==============================] - 0s 14ms/step >11, 155/693, d1=0.452, d2=0.578 g=1.498 2/2 [==============================] - 0s 11ms/step >11, 156/693, d1=0.492, d2=0.529 g=1.828 2/2 [==============================] - 0s 13ms/step >11, 157/693, d1=0.579, d2=0.519 g=2.282 2/2 [==============================] - 0s 13ms/step >11, 158/693, d1=0.552, d2=0.472 g=2.639 2/2 [==============================] - 0s 13ms/step >11, 159/693, d1=0.561, d2=0.645 g=1.954 2/2 [==============================] - 0s 14ms/step >11, 160/693, d1=0.534, d2=0.471 g=2.027 2/2 [==============================] - 0s 13ms/step >11, 161/693, d1=0.501, d2=0.501 g=1.867 2/2 [==============================] - 0s 13ms/step >11, 162/693, d1=0.524, d2=0.474 g=2.086 2/2 [==============================] - 0s 13ms/step >11, 163/693, d1=0.480, d2=0.484 g=1.486 2/2 [==============================] - 0s 13ms/step >11, 164/693, d1=0.437, d2=0.538 g=1.912 2/2 [==============================] - 0s 13ms/step >11, 165/693, d1=0.542, d2=0.456 g=2.179 2/2 [==============================] - 0s 14ms/step >11, 166/693, d1=0.561, d2=0.424 g=1.970 2/2 [==============================] - 0s 14ms/step >11, 167/693, d1=0.408, d2=0.510 g=2.557 2/2 [==============================] - 0s 13ms/step >11, 168/693, d1=0.534, d2=0.571 g=2.046 2/2 [==============================] - 0s 11ms/step >11, 169/693, d1=0.576, d2=0.559 g=2.201 2/2 [==============================] - 0s 15ms/step >11, 170/693, d1=0.536, d2=0.485 g=2.056 2/2 [==============================] - 0s 14ms/step >11, 171/693, d1=0.618, d2=0.497 g=1.888 2/2 [==============================] - 0s 14ms/step >11, 172/693, d1=0.488, d2=0.509 g=2.112 2/2 [==============================] - 0s 12ms/step >11, 173/693, d1=0.511, d2=0.460 g=1.906 2/2 [==============================] - 0s 15ms/step >11, 174/693, d1=0.468, d2=0.436 g=1.964 2/2 [==============================] - 0s 14ms/step >11, 175/693, d1=0.573, d2=0.520 g=1.532 2/2 [==============================] - 0s 13ms/step >11, 176/693, d1=0.631, d2=0.499 g=1.976 2/2 [==============================] - 0s 14ms/step >11, 177/693, d1=0.500, d2=0.485 g=1.463 2/2 [==============================] - 0s 14ms/step >11, 178/693, d1=0.557, d2=0.532 g=1.807 2/2 [==============================] - 0s 12ms/step >11, 179/693, d1=0.502, d2=0.498 g=1.684 2/2 [==============================] - 0s 14ms/step >11, 180/693, d1=0.542, d2=0.572 g=2.004 2/2 [==============================] - 0s 12ms/step >11, 181/693, d1=0.519, d2=0.507 g=1.936 2/2 [==============================] - 0s 16ms/step >11, 182/693, d1=0.552, d2=0.476 g=2.103 2/2 [==============================] - 0s 12ms/step >11, 183/693, d1=0.471, d2=0.469 g=1.836 2/2 [==============================] - 0s 13ms/step >11, 184/693, d1=0.431, d2=0.464 g=1.629 2/2 [==============================] - 0s 13ms/step >11, 185/693, d1=0.581, d2=0.516 g=1.467 2/2 [==============================] - 0s 13ms/step >11, 186/693, d1=0.565, d2=0.511 g=1.929 2/2 [==============================] - 0s 12ms/step >11, 187/693, d1=0.580, d2=0.499 g=1.767 2/2 [==============================] - 0s 14ms/step >11, 188/693, d1=0.454, d2=0.546 g=2.279 2/2 [==============================] - 0s 13ms/step >11, 189/693, d1=0.594, d2=0.386 g=1.639 2/2 [==============================] - 0s 13ms/step >11, 190/693, d1=0.730, d2=0.528 g=1.616 2/2 [==============================] - 0s 13ms/step >11, 191/693, d1=0.520, d2=0.611 g=1.696 2/2 [==============================] - 0s 12ms/step >11, 192/693, d1=0.493, d2=0.617 g=1.873 2/2 [==============================] - 0s 12ms/step >11, 193/693, d1=0.603, d2=0.522 g=2.175 2/2 [==============================] - 0s 13ms/step >11, 194/693, d1=0.549, d2=0.634 g=1.863 2/2 [==============================] - 0s 13ms/step >11, 195/693, d1=0.605, d2=0.588 g=1.845 2/2 [==============================] - 0s 13ms/step >11, 196/693, d1=0.580, d2=0.584 g=2.303 2/2 [==============================] - 0s 14ms/step >11, 197/693, d1=0.532, d2=0.411 g=2.008 2/2 [==============================] - 0s 14ms/step >11, 198/693, d1=0.572, d2=0.517 g=1.944 2/2 [==============================] - 0s 14ms/step >11, 199/693, d1=0.512, d2=0.618 g=1.850 2/2 [==============================] - 0s 13ms/step >11, 200/693, d1=0.588, d2=0.456 g=2.029 2/2 [==============================] - 0s 14ms/step >11, 201/693, d1=0.644, d2=0.483 g=1.457 2/2 [==============================] - 0s 14ms/step >11, 202/693, d1=0.497, d2=0.538 g=2.327 2/2 [==============================] - 0s 14ms/step >11, 203/693, d1=0.540, d2=0.594 g=2.064 2/2 [==============================] - 0s 13ms/step >11, 204/693, d1=0.501, d2=0.550 g=1.475 2/2 [==============================] - 0s 13ms/step >11, 205/693, d1=0.545, d2=0.514 g=1.830 2/2 [==============================] - 0s 14ms/step >11, 206/693, d1=0.543, d2=0.493 g=2.079 2/2 [==============================] - 0s 13ms/step >11, 207/693, d1=0.434, d2=0.565 g=2.328 2/2 [==============================] - 0s 11ms/step >11, 208/693, d1=0.473, d2=0.494 g=1.624 2/2 [==============================] - 0s 14ms/step >11, 209/693, d1=0.549, d2=0.573 g=2.005 2/2 [==============================] - 0s 15ms/step >11, 210/693, d1=0.654, d2=0.494 g=1.957 2/2 [==============================] - 0s 13ms/step >11, 211/693, d1=0.597, d2=0.593 g=1.830 2/2 [==============================] - 0s 13ms/step >11, 212/693, d1=0.467, d2=0.550 g=2.275 2/2 [==============================] - 0s 12ms/step >11, 213/693, d1=0.516, d2=0.507 g=1.523 2/2 [==============================] - 0s 13ms/step >11, 214/693, d1=0.592, d2=0.533 g=1.959 2/2 [==============================] - 0s 13ms/step >11, 215/693, d1=0.477, d2=0.460 g=2.045 2/2 [==============================] - 0s 13ms/step >11, 216/693, d1=0.470, d2=0.446 g=2.184 2/2 [==============================] - 0s 14ms/step >11, 217/693, d1=0.539, d2=0.482 g=1.878 2/2 [==============================] - 0s 14ms/step >11, 218/693, d1=0.503, d2=0.452 g=1.956 2/2 [==============================] - 0s 13ms/step >11, 219/693, d1=0.441, d2=0.487 g=1.772 2/2 [==============================] - 0s 12ms/step >11, 220/693, d1=0.627, d2=0.570 g=1.762 2/2 [==============================] - 0s 11ms/step >11, 221/693, d1=0.581, d2=0.582 g=1.678 2/2 [==============================] - 0s 13ms/step >11, 222/693, d1=0.474, d2=0.539 g=2.448 2/2 [==============================] - 0s 13ms/step >11, 223/693, d1=0.551, d2=0.440 g=1.964 2/2 [==============================] - 0s 13ms/step >11, 224/693, d1=0.563, d2=0.522 g=1.563 2/2 [==============================] - 0s 11ms/step >11, 225/693, d1=0.512, d2=0.524 g=1.711 2/2 [==============================] - 0s 13ms/step >11, 226/693, d1=0.547, d2=0.522 g=1.635 2/2 [==============================] - 0s 14ms/step >11, 227/693, d1=0.565, d2=0.512 g=1.873 2/2 [==============================] - 0s 14ms/step >11, 228/693, d1=0.585, d2=0.552 g=1.930 2/2 [==============================] - 0s 13ms/step >11, 229/693, d1=0.480, d2=0.549 g=2.239 2/2 [==============================] - 0s 14ms/step >11, 230/693, d1=0.560, d2=0.528 g=1.452 2/2 [==============================] - 0s 13ms/step >11, 231/693, d1=0.573, d2=0.516 g=1.955 2/2 [==============================] - 0s 14ms/step >11, 232/693, d1=0.589, d2=0.550 g=1.869 2/2 [==============================] - 0s 13ms/step >11, 233/693, d1=0.527, d2=0.557 g=1.348 2/2 [==============================] - 0s 13ms/step >11, 234/693, d1=0.434, d2=0.433 g=1.736 2/2 [==============================] - 0s 13ms/step >11, 235/693, d1=0.555, d2=0.470 g=2.244 2/2 [==============================] - 0s 14ms/step >11, 236/693, d1=0.532, d2=0.542 g=1.858 2/2 [==============================] - 0s 13ms/step >11, 237/693, d1=0.607, d2=0.467 g=1.652 2/2 [==============================] - 0s 12ms/step >11, 238/693, d1=0.564, d2=0.562 g=1.721 2/2 [==============================] - 0s 14ms/step >11, 239/693, d1=0.565, d2=0.544 g=2.036 2/2 [==============================] - 0s 13ms/step >11, 240/693, d1=0.450, d2=0.612 g=1.890 2/2 [==============================] - 0s 14ms/step >11, 241/693, d1=0.460, d2=0.492 g=2.065 2/2 [==============================] - 0s 11ms/step >11, 242/693, d1=0.637, d2=0.535 g=1.784 2/2 [==============================] - 0s 13ms/step >11, 243/693, d1=0.470, d2=0.531 g=1.716 2/2 [==============================] - 0s 12ms/step >11, 244/693, d1=0.503, d2=0.411 g=1.747 2/2 [==============================] - 0s 13ms/step >11, 245/693, d1=0.524, d2=0.555 g=2.378 2/2 [==============================] - 0s 12ms/step >11, 246/693, d1=0.624, d2=0.553 g=1.996 2/2 [==============================] - 0s 11ms/step >11, 247/693, d1=0.559, d2=0.491 g=1.825 2/2 [==============================] - 0s 14ms/step >11, 248/693, d1=0.510, d2=0.663 g=2.074 2/2 [==============================] - 0s 11ms/step >11, 249/693, d1=0.604, d2=0.493 g=2.112 2/2 [==============================] - 0s 12ms/step >11, 250/693, d1=0.588, d2=0.477 g=1.745 2/2 [==============================] - 0s 11ms/step >11, 251/693, d1=0.432, d2=0.589 g=1.849 2/2 [==============================] - 0s 12ms/step >11, 252/693, d1=0.529, d2=0.452 g=1.746 2/2 [==============================] - 0s 12ms/step >11, 253/693, d1=0.489, d2=0.526 g=2.118 2/2 [==============================] - 0s 11ms/step >11, 254/693, d1=0.594, d2=0.481 g=1.695 2/2 [==============================] - 0s 12ms/step >11, 255/693, d1=0.521, d2=0.554 g=1.869 2/2 [==============================] - 0s 11ms/step >11, 256/693, d1=0.570, d2=0.443 g=1.525 2/2 [==============================] - 0s 12ms/step >11, 257/693, d1=0.502, d2=0.510 g=1.538 2/2 [==============================] - 0s 11ms/step >11, 258/693, d1=0.530, d2=0.551 g=2.394 2/2 [==============================] - 0s 11ms/step >11, 259/693, d1=0.568, d2=0.590 g=1.763 2/2 [==============================] - 0s 11ms/step >11, 260/693, d1=0.505, d2=0.481 g=1.661 2/2 [==============================] - 0s 13ms/step >11, 261/693, d1=0.640, d2=0.554 g=1.776 2/2 [==============================] - 0s 12ms/step >11, 262/693, d1=0.534, d2=0.565 g=1.651 2/2 [==============================] - 0s 13ms/step >11, 263/693, d1=0.541, d2=0.566 g=1.641 2/2 [==============================] - 0s 11ms/step >11, 264/693, d1=0.412, d2=0.455 g=1.720 2/2 [==============================] - 0s 11ms/step >11, 265/693, d1=0.569, d2=0.529 g=1.792 2/2 [==============================] - 0s 14ms/step >11, 266/693, d1=0.595, d2=0.449 g=1.866 2/2 [==============================] - 0s 12ms/step >11, 267/693, d1=0.485, d2=0.502 g=1.524 2/2 [==============================] - 0s 16ms/step >11, 268/693, d1=0.515, d2=0.498 g=2.436 2/2 [==============================] - 0s 14ms/step >11, 269/693, d1=0.547, d2=0.543 g=2.008 2/2 [==============================] - 0s 14ms/step >11, 270/693, d1=0.557, d2=0.467 g=2.410 2/2 [==============================] - 0s 13ms/step >11, 271/693, d1=0.492, d2=0.575 g=2.137 2/2 [==============================] - 0s 14ms/step >11, 272/693, d1=0.480, d2=0.455 g=1.849 2/2 [==============================] - 0s 15ms/step >11, 273/693, d1=0.453, d2=0.505 g=1.704 2/2 [==============================] - 0s 13ms/step >11, 274/693, d1=0.543, d2=0.433 g=1.970 2/2 [==============================] - 0s 14ms/step >11, 275/693, d1=0.664, d2=0.578 g=2.084 2/2 [==============================] - 0s 14ms/step >11, 276/693, d1=0.547, d2=0.513 g=1.770 2/2 [==============================] - 0s 15ms/step >11, 277/693, d1=0.494, d2=0.477 g=1.859 2/2 [==============================] - 0s 14ms/step >11, 278/693, d1=0.506, d2=0.567 g=2.022 2/2 [==============================] - 0s 13ms/step >11, 279/693, d1=0.469, d2=0.531 g=1.741 2/2 [==============================] - 0s 14ms/step >11, 280/693, d1=0.557, d2=0.542 g=1.676 2/2 [==============================] - 0s 14ms/step >11, 281/693, d1=0.540, d2=0.518 g=1.925 2/2 [==============================] - 0s 14ms/step >11, 282/693, d1=0.533, d2=0.553 g=2.052 2/2 [==============================] - 0s 15ms/step >11, 283/693, d1=0.488, d2=0.616 g=2.103 2/2 [==============================] - 0s 14ms/step >11, 284/693, d1=0.543, d2=0.357 g=2.101 2/2 [==============================] - 0s 14ms/step >11, 285/693, d1=0.525, d2=0.466 g=1.947 2/2 [==============================] - 0s 14ms/step >11, 286/693, d1=0.667, d2=0.522 g=1.936 2/2 [==============================] - 0s 12ms/step >11, 287/693, d1=0.556, d2=0.542 g=1.793 2/2 [==============================] - 0s 13ms/step >11, 288/693, d1=0.524, d2=0.520 g=2.180 2/2 [==============================] - 0s 15ms/step >11, 289/693, d1=0.522, d2=0.520 g=2.241 2/2 [==============================] - 0s 15ms/step >11, 290/693, d1=0.625, d2=0.444 g=1.714 2/2 [==============================] - 0s 12ms/step >11, 291/693, d1=0.488, d2=0.455 g=1.818 2/2 [==============================] - 0s 13ms/step >11, 292/693, d1=0.445, d2=0.438 g=1.886 2/2 [==============================] - 0s 13ms/step >11, 293/693, d1=0.566, d2=0.519 g=2.433 2/2 [==============================] - 0s 13ms/step >11, 294/693, d1=0.559, d2=0.519 g=1.832 2/2 [==============================] - 0s 13ms/step >11, 295/693, d1=0.635, d2=0.504 g=1.720 2/2 [==============================] - 0s 14ms/step >11, 296/693, d1=0.481, d2=0.661 g=1.851 2/2 [==============================] - 0s 14ms/step >11, 297/693, d1=0.553, d2=0.491 g=1.982 2/2 [==============================] - 0s 13ms/step >11, 298/693, d1=0.532, d2=0.533 g=1.717 2/2 [==============================] - 0s 14ms/step >11, 299/693, d1=0.592, d2=0.583 g=1.923 2/2 [==============================] - 0s 11ms/step >11, 300/693, d1=0.575, d2=0.515 g=1.858 2/2 [==============================] - 0s 14ms/step >11, 301/693, d1=0.531, d2=0.494 g=2.317 2/2 [==============================] - 0s 15ms/step >11, 302/693, d1=0.539, d2=0.531 g=2.106 2/2 [==============================] - 0s 14ms/step >11, 303/693, d1=0.660, d2=0.518 g=1.346 2/2 [==============================] - 0s 14ms/step >11, 304/693, d1=0.440, d2=0.640 g=1.970 2/2 [==============================] - 0s 14ms/step >11, 305/693, d1=0.539, d2=0.530 g=2.195 2/2 [==============================] - 0s 14ms/step >11, 306/693, d1=0.613, d2=0.457 g=1.800 2/2 [==============================] - 0s 12ms/step >11, 307/693, d1=0.496, d2=0.471 g=1.846 2/2 [==============================] - 0s 11ms/step >11, 308/693, d1=0.642, d2=0.580 g=2.340 2/2 [==============================] - 0s 14ms/step >11, 309/693, d1=0.615, d2=0.547 g=1.964 2/2 [==============================] - 0s 12ms/step >11, 310/693, d1=0.528, d2=0.690 g=2.267 2/2 [==============================] - 0s 15ms/step >11, 311/693, d1=0.531, d2=0.527 g=1.904 2/2 [==============================] - 0s 14ms/step >11, 312/693, d1=0.760, d2=0.438 g=1.755 2/2 [==============================] - 0s 13ms/step >11, 313/693, d1=0.621, d2=0.507 g=2.252 2/2 [==============================] - 0s 11ms/step >11, 314/693, d1=0.527, d2=0.579 g=2.021 2/2 [==============================] - 0s 12ms/step >11, 315/693, d1=0.455, d2=0.519 g=1.637 2/2 [==============================] - 0s 14ms/step >11, 316/693, d1=0.506, d2=0.535 g=2.030 2/2 [==============================] - 0s 12ms/step >11, 317/693, d1=0.575, d2=0.548 g=1.732 2/2 [==============================] - 0s 12ms/step >11, 318/693, d1=0.535, d2=0.474 g=1.957 2/2 [==============================] - 0s 14ms/step >11, 319/693, d1=0.608, d2=0.583 g=1.771 2/2 [==============================] - 0s 14ms/step >11, 320/693, d1=0.491, d2=0.520 g=1.748 2/2 [==============================] - 0s 12ms/step >11, 321/693, d1=0.609, d2=0.519 g=1.940 2/2 [==============================] - 0s 13ms/step >11, 322/693, d1=0.548, d2=0.553 g=2.039 2/2 [==============================] - 0s 14ms/step >11, 323/693, d1=0.547, d2=0.513 g=2.034 2/2 [==============================] - 0s 13ms/step >11, 324/693, d1=0.466, d2=0.515 g=2.117 2/2 [==============================] - 0s 12ms/step >11, 325/693, d1=0.628, d2=0.583 g=1.725 2/2 [==============================] - 0s 14ms/step >11, 326/693, d1=0.528, d2=0.484 g=1.897 2/2 [==============================] - 0s 12ms/step >11, 327/693, d1=0.588, d2=0.589 g=1.559 2/2 [==============================] - 0s 11ms/step >11, 328/693, d1=0.443, d2=0.503 g=1.881 2/2 [==============================] - 0s 12ms/step >11, 329/693, d1=0.607, d2=0.466 g=1.767 2/2 [==============================] - 0s 12ms/step >11, 330/693, d1=0.450, d2=0.603 g=1.488 2/2 [==============================] - 0s 13ms/step >11, 331/693, d1=0.529, d2=0.535 g=1.657 2/2 [==============================] - 0s 12ms/step >11, 332/693, d1=0.525, d2=0.527 g=1.860 2/2 [==============================] - 0s 12ms/step >11, 333/693, d1=0.594, d2=0.451 g=1.998 2/2 [==============================] - 0s 12ms/step >11, 334/693, d1=0.587, d2=0.559 g=1.777 2/2 [==============================] - 0s 13ms/step >11, 335/693, d1=0.551, d2=0.485 g=1.757 2/2 [==============================] - 0s 13ms/step >11, 336/693, d1=0.451, d2=0.511 g=1.793 2/2 [==============================] - 0s 13ms/step >11, 337/693, d1=0.587, d2=0.433 g=1.579 2/2 [==============================] - 0s 14ms/step >11, 338/693, d1=0.500, d2=0.505 g=1.675 2/2 [==============================] - 0s 14ms/step >11, 339/693, d1=0.532, d2=0.613 g=1.621 2/2 [==============================] - 0s 12ms/step >11, 340/693, d1=0.603, d2=0.615 g=2.495 2/2 [==============================] - 0s 14ms/step >11, 341/693, d1=0.523, d2=0.519 g=1.583 2/2 [==============================] - 0s 12ms/step >11, 342/693, d1=0.635, d2=0.559 g=1.891 2/2 [==============================] - 0s 14ms/step >11, 343/693, d1=0.563, d2=0.519 g=1.773 2/2 [==============================] - 0s 13ms/step >11, 344/693, d1=0.506, d2=0.460 g=1.750 2/2 [==============================] - 0s 12ms/step >11, 345/693, d1=0.483, d2=0.588 g=2.055 2/2 [==============================] - 0s 14ms/step >11, 346/693, d1=0.537, d2=0.563 g=1.835 2/2 [==============================] - 0s 13ms/step >11, 347/693, d1=0.599, d2=0.544 g=2.414 2/2 [==============================] - 0s 13ms/step >11, 348/693, d1=0.565, d2=0.517 g=2.172 2/2 [==============================] - 0s 12ms/step >11, 349/693, d1=0.536, d2=0.492 g=1.646 2/2 [==============================] - 0s 12ms/step >11, 350/693, d1=0.554, d2=0.659 g=2.313 2/2 [==============================] - 0s 13ms/step >11, 351/693, d1=0.570, d2=0.561 g=1.743 2/2 [==============================] - 0s 14ms/step >11, 352/693, d1=0.663, d2=0.546 g=2.215 2/2 [==============================] - 0s 12ms/step >11, 353/693, d1=0.483, d2=0.452 g=1.902 2/2 [==============================] - 0s 14ms/step >11, 354/693, d1=0.549, d2=0.500 g=1.947 2/2 [==============================] - 0s 13ms/step >11, 355/693, d1=0.496, d2=0.528 g=1.813 2/2 [==============================] - 0s 13ms/step >11, 356/693, d1=0.758, d2=0.572 g=1.918 2/2 [==============================] - 0s 14ms/step >11, 357/693, d1=0.521, d2=0.505 g=1.912 2/2 [==============================] - 0s 14ms/step >11, 358/693, d1=0.649, d2=0.587 g=1.810 2/2 [==============================] - 0s 13ms/step >11, 359/693, d1=0.414, d2=0.571 g=2.161 2/2 [==============================] - 0s 12ms/step >11, 360/693, d1=0.588, d2=0.482 g=2.061 2/2 [==============================] - 0s 12ms/step >11, 361/693, d1=0.724, d2=0.503 g=1.667 2/2 [==============================] - 0s 13ms/step >11, 362/693, d1=0.452, d2=0.477 g=1.533 2/2 [==============================] - 0s 14ms/step >11, 363/693, d1=0.475, d2=0.566 g=2.133 2/2 [==============================] - 0s 11ms/step >11, 364/693, d1=0.432, d2=0.607 g=2.192 2/2 [==============================] - 0s 14ms/step >11, 365/693, d1=0.630, d2=0.395 g=1.731 2/2 [==============================] - 0s 13ms/step >11, 366/693, d1=0.513, d2=0.582 g=1.936 2/2 [==============================] - 0s 15ms/step >11, 367/693, d1=0.474, d2=0.526 g=1.786 2/2 [==============================] - 0s 13ms/step >11, 368/693, d1=0.622, d2=0.472 g=2.009 2/2 [==============================] - 0s 12ms/step >11, 369/693, d1=0.636, d2=0.483 g=1.695 2/2 [==============================] - 0s 15ms/step >11, 370/693, d1=0.532, d2=0.560 g=1.728 2/2 [==============================] - 0s 12ms/step >11, 371/693, d1=0.533, d2=0.575 g=1.810 2/2 [==============================] - 0s 13ms/step >11, 372/693, d1=0.451, d2=0.511 g=1.692 2/2 [==============================] - 0s 13ms/step >11, 373/693, d1=0.557, d2=0.495 g=1.625 2/2 [==============================] - 0s 13ms/step >11, 374/693, d1=0.503, d2=0.570 g=1.568 2/2 [==============================] - 0s 12ms/step >11, 375/693, d1=0.622, d2=0.397 g=1.707 2/2 [==============================] - 0s 12ms/step >11, 376/693, d1=0.589, d2=0.539 g=1.628 2/2 [==============================] - 0s 13ms/step >11, 377/693, d1=0.426, d2=0.522 g=1.758 2/2 [==============================] - 0s 14ms/step >11, 378/693, d1=0.460, d2=0.505 g=1.621 2/2 [==============================] - 0s 13ms/step >11, 379/693, d1=0.571, d2=0.548 g=1.825 2/2 [==============================] - 0s 11ms/step >11, 380/693, d1=0.570, d2=0.558 g=1.637 2/2 [==============================] - 0s 13ms/step >11, 381/693, d1=0.551, d2=0.570 g=1.691 2/2 [==============================] - 0s 14ms/step >11, 382/693, d1=0.656, d2=0.491 g=2.052 2/2 [==============================] - 0s 14ms/step >11, 383/693, d1=0.548, d2=0.555 g=2.085 2/2 [==============================] - 0s 14ms/step >11, 384/693, d1=0.555, d2=0.518 g=2.518 2/2 [==============================] - 0s 13ms/step >11, 385/693, d1=0.458, d2=0.599 g=1.869 2/2 [==============================] - 0s 13ms/step >11, 386/693, d1=0.592, d2=0.584 g=1.592 2/2 [==============================] - 0s 12ms/step >11, 387/693, d1=0.662, d2=0.393 g=1.752 2/2 [==============================] - 0s 13ms/step >11, 388/693, d1=0.522, d2=0.561 g=1.529 2/2 [==============================] - 0s 13ms/step >11, 389/693, d1=0.524, d2=0.436 g=1.920 2/2 [==============================] - 0s 12ms/step >11, 390/693, d1=0.597, d2=0.541 g=1.828 2/2 [==============================] - 0s 12ms/step >11, 391/693, d1=0.447, d2=0.549 g=1.468 2/2 [==============================] - 0s 14ms/step >11, 392/693, d1=0.383, d2=0.488 g=1.643 2/2 [==============================] - 0s 13ms/step >11, 393/693, d1=0.569, d2=0.475 g=1.930 2/2 [==============================] - 0s 12ms/step >11, 394/693, d1=0.512, d2=0.507 g=1.805 2/2 [==============================] - 0s 13ms/step >11, 395/693, d1=0.528, d2=0.539 g=1.996 2/2 [==============================] - 0s 12ms/step >11, 396/693, d1=0.510, d2=0.506 g=2.445 2/2 [==============================] - 0s 13ms/step >11, 397/693, d1=0.596, d2=0.494 g=2.255 2/2 [==============================] - 0s 12ms/step >11, 398/693, d1=0.585, d2=0.508 g=1.727 2/2 [==============================] - 0s 15ms/step >11, 399/693, d1=0.530, d2=0.497 g=1.895 2/2 [==============================] - 0s 13ms/step >11, 400/693, d1=0.601, d2=0.677 g=2.124 2/2 [==============================] - 0s 13ms/step >11, 401/693, d1=0.510, d2=0.393 g=1.576 2/2 [==============================] - 0s 12ms/step >11, 402/693, d1=0.559, d2=0.545 g=1.803 2/2 [==============================] - 0s 12ms/step >11, 403/693, d1=0.554, d2=0.561 g=1.801 2/2 [==============================] - 0s 11ms/step >11, 404/693, d1=0.539, d2=0.510 g=2.190 2/2 [==============================] - 0s 12ms/step >11, 405/693, d1=0.594, d2=0.527 g=1.803 2/2 [==============================] - 0s 13ms/step >11, 406/693, d1=0.579, d2=0.497 g=1.799 2/2 [==============================] - 0s 13ms/step >11, 407/693, d1=0.468, d2=0.539 g=1.674 2/2 [==============================] - 0s 11ms/step >11, 408/693, d1=0.464, d2=0.425 g=1.574 2/2 [==============================] - 0s 13ms/step >11, 409/693, d1=0.591, d2=0.587 g=1.878 2/2 [==============================] - 0s 14ms/step >11, 410/693, d1=0.523, d2=0.515 g=1.730 2/2 [==============================] - 0s 12ms/step >11, 411/693, d1=0.598, d2=0.522 g=1.826 2/2 [==============================] - 0s 12ms/step >11, 412/693, d1=0.397, d2=0.478 g=1.790 2/2 [==============================] - 0s 11ms/step >11, 413/693, d1=0.556, d2=0.583 g=2.075 2/2 [==============================] - 0s 12ms/step >11, 414/693, d1=0.497, d2=0.498 g=1.914 2/2 [==============================] - 0s 12ms/step >11, 415/693, d1=0.457, d2=0.506 g=1.804 2/2 [==============================] - 0s 13ms/step >11, 416/693, d1=0.641, d2=0.584 g=2.168 2/2 [==============================] - 0s 12ms/step >11, 417/693, d1=0.491, d2=0.448 g=1.672 2/2 [==============================] - 0s 11ms/step >11, 418/693, d1=0.556, d2=0.544 g=1.579 2/2 [==============================] - 0s 13ms/step >11, 419/693, d1=0.501, d2=0.530 g=1.973 2/2 [==============================] - 0s 12ms/step >11, 420/693, d1=0.573, d2=0.540 g=2.036 2/2 [==============================] - 0s 13ms/step >11, 421/693, d1=0.708, d2=0.445 g=1.538 2/2 [==============================] - 0s 12ms/step >11, 422/693, d1=0.579, d2=0.477 g=1.691 2/2 [==============================] - 0s 13ms/step >11, 423/693, d1=0.581, d2=0.614 g=2.398 2/2 [==============================] - 0s 12ms/step >11, 424/693, d1=0.500, d2=0.406 g=1.776 2/2 [==============================] - 0s 13ms/step >11, 425/693, d1=0.534, d2=0.572 g=2.017 2/2 [==============================] - 0s 14ms/step >11, 426/693, d1=0.455, d2=0.510 g=1.818 2/2 [==============================] - 0s 12ms/step >11, 427/693, d1=0.495, d2=0.530 g=2.153 2/2 [==============================] - 0s 13ms/step >11, 428/693, d1=0.518, d2=0.468 g=1.546 2/2 [==============================] - 0s 12ms/step >11, 429/693, d1=0.581, d2=0.536 g=1.696 2/2 [==============================] - 0s 13ms/step >11, 430/693, d1=0.483, d2=0.476 g=1.767 2/2 [==============================] - 0s 13ms/step >11, 431/693, d1=0.499, d2=0.472 g=1.951 2/2 [==============================] - 0s 12ms/step >11, 432/693, d1=0.612, d2=0.460 g=1.783 2/2 [==============================] - 0s 14ms/step >11, 433/693, d1=0.642, d2=0.682 g=1.638 2/2 [==============================] - 0s 15ms/step >11, 434/693, d1=0.512, d2=0.574 g=2.226 2/2 [==============================] - 0s 13ms/step >11, 435/693, d1=0.494, d2=0.468 g=1.769 2/2 [==============================] - 0s 13ms/step >11, 436/693, d1=0.532, d2=0.514 g=1.792 2/2 [==============================] - 0s 13ms/step >11, 437/693, d1=0.659, d2=0.560 g=1.964 2/2 [==============================] - 0s 12ms/step >11, 438/693, d1=0.533, d2=0.505 g=1.796 2/2 [==============================] - 0s 12ms/step >11, 439/693, d1=0.579, d2=0.546 g=2.014 2/2 [==============================] - 0s 13ms/step >11, 440/693, d1=0.505, d2=0.603 g=1.550 2/2 [==============================] - 0s 14ms/step >11, 441/693, d1=0.509, d2=0.528 g=1.614 2/2 [==============================] - 0s 12ms/step >11, 442/693, d1=0.496, d2=0.547 g=1.786 2/2 [==============================] - 0s 13ms/step >11, 443/693, d1=0.574, d2=0.511 g=1.786 2/2 [==============================] - 0s 12ms/step >11, 444/693, d1=0.651, d2=0.463 g=1.651 2/2 [==============================] - 0s 14ms/step >11, 445/693, d1=0.645, d2=0.527 g=1.879 2/2 [==============================] - 0s 11ms/step >11, 446/693, d1=0.464, d2=0.608 g=1.712 2/2 [==============================] - 0s 13ms/step >11, 447/693, d1=0.613, d2=0.532 g=1.500 2/2 [==============================] - 0s 13ms/step >11, 448/693, d1=0.432, d2=0.465 g=1.814 2/2 [==============================] - 0s 14ms/step >11, 449/693, d1=0.539, d2=0.524 g=2.436 2/2 [==============================] - 0s 13ms/step >11, 450/693, d1=0.526, d2=0.505 g=2.044 2/2 [==============================] - 0s 13ms/step >11, 451/693, d1=0.528, d2=0.448 g=2.123 2/2 [==============================] - 0s 13ms/step >11, 452/693, d1=0.396, d2=0.493 g=1.967 2/2 [==============================] - 0s 14ms/step >11, 453/693, d1=0.567, d2=0.455 g=1.597 2/2 [==============================] - 0s 14ms/step >11, 454/693, d1=0.530, d2=0.520 g=1.736 2/2 [==============================] - 0s 12ms/step >11, 455/693, d1=0.541, d2=0.447 g=1.609 2/2 [==============================] - 0s 13ms/step >11, 456/693, d1=0.575, d2=0.467 g=1.729 2/2 [==============================] - 0s 13ms/step >11, 457/693, d1=0.539, d2=0.521 g=1.834 2/2 [==============================] - 0s 14ms/step >11, 458/693, d1=0.461, d2=0.540 g=1.754 2/2 [==============================] - 0s 13ms/step >11, 459/693, d1=0.570, d2=0.574 g=1.878 2/2 [==============================] - 0s 13ms/step >11, 460/693, d1=0.662, d2=0.466 g=1.720 2/2 [==============================] - 0s 13ms/step >11, 461/693, d1=0.533, d2=0.591 g=2.147 2/2 [==============================] - 0s 14ms/step >11, 462/693, d1=0.487, d2=0.476 g=1.674 2/2 [==============================] - 0s 13ms/step >11, 463/693, d1=0.561, d2=0.437 g=1.453 2/2 [==============================] - 0s 12ms/step >11, 464/693, d1=0.555, d2=0.564 g=1.892 2/2 [==============================] - 0s 12ms/step >11, 465/693, d1=0.589, d2=0.431 g=1.920 2/2 [==============================] - 0s 13ms/step >11, 466/693, d1=0.520, d2=0.558 g=1.354 2/2 [==============================] - 0s 13ms/step >11, 467/693, d1=0.511, d2=0.579 g=1.640 2/2 [==============================] - 0s 12ms/step >11, 468/693, d1=0.525, d2=0.511 g=1.437 2/2 [==============================] - 0s 13ms/step >11, 469/693, d1=0.530, d2=0.583 g=1.785 2/2 [==============================] - 0s 12ms/step >11, 470/693, d1=0.494, d2=0.486 g=1.564 2/2 [==============================] - 0s 13ms/step >11, 471/693, d1=0.606, d2=0.526 g=2.039 2/2 [==============================] - 0s 13ms/step >11, 472/693, d1=0.604, d2=0.535 g=1.561 2/2 [==============================] - 0s 12ms/step >11, 473/693, d1=0.539, d2=0.421 g=1.960 2/2 [==============================] - 0s 12ms/step >11, 474/693, d1=0.548, d2=0.559 g=1.817 2/2 [==============================] - 0s 12ms/step >11, 475/693, d1=0.481, d2=0.524 g=2.164 2/2 [==============================] - 0s 12ms/step >11, 476/693, d1=0.455, d2=0.439 g=1.908 2/2 [==============================] - 0s 12ms/step >11, 477/693, d1=0.527, d2=0.446 g=1.910 2/2 [==============================] - 0s 14ms/step >11, 478/693, d1=0.538, d2=0.450 g=1.603 2/2 [==============================] - 0s 13ms/step >11, 479/693, d1=0.528, d2=0.571 g=1.482 2/2 [==============================] - 0s 12ms/step >11, 480/693, d1=0.422, d2=0.579 g=1.395 2/2 [==============================] - 0s 12ms/step >11, 481/693, d1=0.544, d2=0.450 g=1.563 2/2 [==============================] - 0s 13ms/step >11, 482/693, d1=0.511, d2=0.458 g=1.656 2/2 [==============================] - 0s 15ms/step >11, 483/693, d1=0.524, d2=0.532 g=1.852 2/2 [==============================] - 0s 12ms/step >11, 484/693, d1=0.534, d2=0.594 g=1.765 2/2 [==============================] - 0s 13ms/step >11, 485/693, d1=0.465, d2=0.499 g=1.661 2/2 [==============================] - 0s 13ms/step >11, 486/693, d1=0.542, d2=0.558 g=2.209 2/2 [==============================] - 0s 14ms/step >11, 487/693, d1=0.504, d2=0.441 g=2.025 2/2 [==============================] - 0s 13ms/step >11, 488/693, d1=0.548, d2=0.547 g=1.828 2/2 [==============================] - 0s 15ms/step >11, 489/693, d1=0.565, d2=0.467 g=2.062 2/2 [==============================] - 0s 13ms/step >11, 490/693, d1=0.511, d2=0.474 g=1.853 2/2 [==============================] - 0s 12ms/step >11, 491/693, d1=0.450, d2=0.550 g=1.978 2/2 [==============================] - 0s 15ms/step >11, 492/693, d1=0.551, d2=0.498 g=1.670 2/2 [==============================] - 0s 13ms/step >11, 493/693, d1=0.548, d2=0.526 g=1.380 2/2 [==============================] - 0s 14ms/step >11, 494/693, d1=0.478, d2=0.521 g=1.630 2/2 [==============================] - 0s 14ms/step >11, 495/693, d1=0.712, d2=0.653 g=1.716 2/2 [==============================] - 0s 13ms/step >11, 496/693, d1=0.557, d2=0.539 g=2.123 2/2 [==============================] - 0s 14ms/step >11, 497/693, d1=0.615, d2=0.581 g=2.012 2/2 [==============================] - 0s 13ms/step >11, 498/693, d1=0.605, d2=0.502 g=1.516 2/2 [==============================] - 0s 14ms/step >11, 499/693, d1=0.506, d2=0.595 g=1.508 2/2 [==============================] - 0s 13ms/step >11, 500/693, d1=0.524, d2=0.462 g=1.509 2/2 [==============================] - 0s 12ms/step >11, 501/693, d1=0.555, d2=0.504 g=1.838 2/2 [==============================] - 0s 12ms/step >11, 502/693, d1=0.515, d2=0.444 g=2.015 2/2 [==============================] - 0s 13ms/step >11, 503/693, d1=0.482, d2=0.548 g=1.933 2/2 [==============================] - 0s 12ms/step >11, 504/693, d1=0.613, d2=0.484 g=2.438 2/2 [==============================] - 0s 13ms/step >11, 505/693, d1=0.492, d2=0.455 g=1.700 2/2 [==============================] - 0s 14ms/step >11, 506/693, d1=0.549, d2=0.587 g=1.505 2/2 [==============================] - 0s 12ms/step >11, 507/693, d1=0.481, d2=0.472 g=1.761 2/2 [==============================] - 0s 13ms/step >11, 508/693, d1=0.545, d2=0.534 g=2.012 2/2 [==============================] - 0s 13ms/step >11, 509/693, d1=0.595, d2=0.516 g=1.592 2/2 [==============================] - 0s 13ms/step >11, 510/693, d1=0.614, d2=0.537 g=2.081 2/2 [==============================] - 0s 13ms/step >11, 511/693, d1=0.579, d2=0.506 g=1.680 2/2 [==============================] - 0s 12ms/step >11, 512/693, d1=0.381, d2=0.552 g=1.694 2/2 [==============================] - 0s 13ms/step >11, 513/693, d1=0.524, d2=0.592 g=1.662 2/2 [==============================] - 0s 11ms/step >11, 514/693, d1=0.437, d2=0.533 g=2.509 2/2 [==============================] - 0s 12ms/step >11, 515/693, d1=0.585, d2=0.488 g=2.209 2/2 [==============================] - 0s 13ms/step >11, 516/693, d1=0.629, d2=0.422 g=1.703 2/2 [==============================] - 0s 12ms/step >11, 517/693, d1=0.510, d2=0.529 g=1.838 2/2 [==============================] - 0s 12ms/step >11, 518/693, d1=0.617, d2=0.511 g=2.001 2/2 [==============================] - 0s 12ms/step >11, 519/693, d1=0.531, d2=0.550 g=2.172 2/2 [==============================] - 0s 13ms/step >11, 520/693, d1=0.494, d2=0.513 g=1.754 2/2 [==============================] - 0s 13ms/step >11, 521/693, d1=0.566, d2=0.441 g=1.602 2/2 [==============================] - 0s 13ms/step >11, 522/693, d1=0.619, d2=0.444 g=2.010 2/2 [==============================] - 0s 13ms/step >11, 523/693, d1=0.436, d2=0.593 g=2.022 2/2 [==============================] - 0s 15ms/step >11, 524/693, d1=0.545, d2=0.563 g=1.792 2/2 [==============================] - 0s 14ms/step >11, 525/693, d1=0.547, d2=0.503 g=2.118 2/2 [==============================] - 0s 14ms/step >11, 526/693, d1=0.585, d2=0.574 g=2.008 2/2 [==============================] - 0s 13ms/step >11, 527/693, d1=0.444, d2=0.458 g=2.070 2/2 [==============================] - 0s 12ms/step >11, 528/693, d1=0.642, d2=0.518 g=1.914 2/2 [==============================] - 0s 14ms/step >11, 529/693, d1=0.518, d2=0.664 g=1.871 2/2 [==============================] - 0s 12ms/step >11, 530/693, d1=0.500, d2=0.521 g=2.128 2/2 [==============================] - 0s 13ms/step >11, 531/693, d1=0.444, d2=0.507 g=2.333 2/2 [==============================] - 0s 13ms/step >11, 532/693, d1=0.548, d2=0.483 g=1.754 2/2 [==============================] - 0s 13ms/step >11, 533/693, d1=0.574, d2=0.571 g=1.976 2/2 [==============================] - 0s 13ms/step >11, 534/693, d1=0.613, d2=0.536 g=1.541 2/2 [==============================] - 0s 13ms/step >11, 535/693, d1=0.533, d2=0.555 g=1.923 2/2 [==============================] - 0s 12ms/step >11, 536/693, d1=0.573, d2=0.517 g=1.711 2/2 [==============================] - 0s 13ms/step >11, 537/693, d1=0.534, d2=0.528 g=2.013 2/2 [==============================] - 0s 13ms/step >11, 538/693, d1=0.459, d2=0.499 g=1.731 2/2 [==============================] - 0s 12ms/step >11, 539/693, d1=0.524, d2=0.548 g=1.936 2/2 [==============================] - 0s 12ms/step >11, 540/693, d1=0.633, d2=0.484 g=1.701 2/2 [==============================] - 0s 10ms/step >11, 541/693, d1=0.490, d2=0.602 g=1.829 2/2 [==============================] - 0s 12ms/step >11, 542/693, d1=0.472, d2=0.514 g=2.410 2/2 [==============================] - 0s 13ms/step >11, 543/693, d1=0.620, d2=0.507 g=1.864 2/2 [==============================] - 0s 13ms/step >11, 544/693, d1=0.521, d2=0.537 g=2.189 2/2 [==============================] - 0s 13ms/step >11, 545/693, d1=0.570, d2=0.499 g=2.269 2/2 [==============================] - 0s 12ms/step >11, 546/693, d1=0.535, d2=0.411 g=1.550 2/2 [==============================] - 0s 14ms/step >11, 547/693, d1=0.522, d2=0.548 g=2.126 2/2 [==============================] - 0s 13ms/step >11, 548/693, d1=0.540, d2=0.513 g=1.656 2/2 [==============================] - 0s 15ms/step >11, 549/693, d1=0.447, d2=0.494 g=1.706 2/2 [==============================] - 0s 13ms/step >11, 550/693, d1=0.530, d2=0.467 g=1.908 2/2 [==============================] - 0s 13ms/step >11, 551/693, d1=0.579, d2=0.424 g=1.315 2/2 [==============================] - 0s 12ms/step >11, 552/693, d1=0.571, d2=0.551 g=2.006 2/2 [==============================] - 0s 12ms/step >11, 553/693, d1=0.614, d2=0.556 g=1.695 2/2 [==============================] - 0s 14ms/step >11, 554/693, d1=0.519, d2=0.502 g=1.670 2/2 [==============================] - 0s 13ms/step >11, 555/693, d1=0.499, d2=0.621 g=1.619 2/2 [==============================] - 0s 13ms/step >11, 556/693, d1=0.495, d2=0.578 g=2.183 2/2 [==============================] - 0s 12ms/step >11, 557/693, d1=0.602, d2=0.466 g=1.857 2/2 [==============================] - 0s 12ms/step >11, 558/693, d1=0.570, d2=0.502 g=1.552 2/2 [==============================] - 0s 11ms/step >11, 559/693, d1=0.497, d2=0.480 g=2.294 2/2 [==============================] - 0s 12ms/step >11, 560/693, d1=0.479, d2=0.607 g=2.144 2/2 [==============================] - 0s 11ms/step >11, 561/693, d1=0.525, d2=0.482 g=1.777 2/2 [==============================] - 0s 12ms/step >11, 562/693, d1=0.503, d2=0.483 g=1.997 2/2 [==============================] - 0s 14ms/step >11, 563/693, d1=0.586, d2=0.547 g=2.089 2/2 [==============================] - 0s 13ms/step >11, 564/693, d1=0.477, d2=0.550 g=2.326 2/2 [==============================] - 0s 14ms/step >11, 565/693, d1=0.473, d2=0.508 g=1.912 2/2 [==============================] - 0s 13ms/step >11, 566/693, d1=0.488, d2=0.465 g=1.575 2/2 [==============================] - 0s 13ms/step >11, 567/693, d1=0.554, d2=0.433 g=1.734 2/2 [==============================] - 0s 15ms/step >11, 568/693, d1=0.645, d2=0.449 g=1.613 2/2 [==============================] - 0s 12ms/step >11, 569/693, d1=0.465, d2=0.553 g=2.164 2/2 [==============================] - 0s 11ms/step >11, 570/693, d1=0.545, d2=0.476 g=2.034 2/2 [==============================] - 0s 12ms/step >11, 571/693, d1=0.441, d2=0.612 g=2.245 2/2 [==============================] - 0s 14ms/step >11, 572/693, d1=0.465, d2=0.569 g=1.810 2/2 [==============================] - 0s 12ms/step >11, 573/693, d1=0.571, d2=0.491 g=1.498 2/2 [==============================] - 0s 13ms/step >11, 574/693, d1=0.605, d2=0.395 g=1.847 2/2 [==============================] - 0s 13ms/step >11, 575/693, d1=0.519, d2=0.583 g=2.135 2/2 [==============================] - 0s 15ms/step >11, 576/693, d1=0.576, d2=0.455 g=1.547 2/2 [==============================] - 0s 14ms/step >11, 577/693, d1=0.472, d2=0.438 g=1.695 2/2 [==============================] - 0s 14ms/step >11, 578/693, d1=0.477, d2=0.600 g=2.020 2/2 [==============================] - 0s 13ms/step >11, 579/693, d1=0.503, d2=0.375 g=2.253 2/2 [==============================] - 0s 14ms/step >11, 580/693, d1=0.457, d2=0.504 g=1.778 2/2 [==============================] - 0s 14ms/step >11, 581/693, d1=0.617, d2=0.446 g=2.375 2/2 [==============================] - 0s 13ms/step >11, 582/693, d1=0.430, d2=0.526 g=2.065 2/2 [==============================] - 0s 12ms/step >11, 583/693, d1=0.514, d2=0.546 g=1.667 2/2 [==============================] - 0s 11ms/step >11, 584/693, d1=0.556, d2=0.468 g=1.831 2/2 [==============================] - 0s 12ms/step >11, 585/693, d1=0.535, d2=0.445 g=2.061 2/2 [==============================] - 0s 12ms/step >11, 586/693, d1=0.451, d2=0.520 g=1.845 2/2 [==============================] - 0s 12ms/step >11, 587/693, d1=0.490, d2=0.529 g=1.796 2/2 [==============================] - 0s 13ms/step >11, 588/693, d1=0.538, d2=0.489 g=2.116 2/2 [==============================] - 0s 13ms/step >11, 589/693, d1=0.603, d2=0.470 g=2.009 2/2 [==============================] - 0s 12ms/step >11, 590/693, d1=0.610, d2=0.611 g=1.708 2/2 [==============================] - 0s 11ms/step >11, 591/693, d1=0.488, d2=0.453 g=1.846 2/2 [==============================] - 0s 12ms/step >11, 592/693, d1=0.646, d2=0.484 g=1.739 2/2 [==============================] - 0s 13ms/step >11, 593/693, d1=0.567, d2=0.524 g=1.881 2/2 [==============================] - 0s 13ms/step >11, 594/693, d1=0.493, d2=0.511 g=1.990 2/2 [==============================] - 0s 13ms/step >11, 595/693, d1=0.472, d2=0.507 g=1.884 2/2 [==============================] - 0s 14ms/step >11, 596/693, d1=0.572, d2=0.516 g=1.703 2/2 [==============================] - 0s 12ms/step >11, 597/693, d1=0.483, d2=0.571 g=2.303 2/2 [==============================] - 0s 13ms/step >11, 598/693, d1=0.491, d2=0.494 g=2.120 2/2 [==============================] - 0s 12ms/step >11, 599/693, d1=0.588, d2=0.410 g=2.174 2/2 [==============================] - 0s 13ms/step >11, 600/693, d1=0.463, d2=0.481 g=2.328 2/2 [==============================] - 0s 12ms/step >11, 601/693, d1=0.526, d2=0.597 g=1.870 2/2 [==============================] - 0s 11ms/step >11, 602/693, d1=0.572, d2=0.480 g=1.776 2/2 [==============================] - 0s 12ms/step >11, 603/693, d1=0.497, d2=0.458 g=2.287 2/2 [==============================] - 0s 12ms/step >11, 604/693, d1=0.577, d2=0.519 g=1.864 2/2 [==============================] - 0s 14ms/step >11, 605/693, d1=0.491, d2=0.525 g=2.150 2/2 [==============================] - 0s 14ms/step >11, 606/693, d1=0.620, d2=0.512 g=1.539 2/2 [==============================] - 0s 15ms/step >11, 607/693, d1=0.577, d2=0.643 g=1.677 2/2 [==============================] - 0s 14ms/step >11, 608/693, d1=0.577, d2=0.431 g=2.098 2/2 [==============================] - 0s 11ms/step >11, 609/693, d1=0.530, d2=0.582 g=1.947 2/2 [==============================] - 0s 13ms/step >11, 610/693, d1=0.528, d2=0.597 g=1.987 2/2 [==============================] - 0s 12ms/step >11, 611/693, d1=0.596, d2=0.437 g=1.978 2/2 [==============================] - 0s 13ms/step >11, 612/693, d1=0.450, d2=0.551 g=2.014 2/2 [==============================] - 0s 11ms/step >11, 613/693, d1=0.617, d2=0.681 g=2.114 2/2 [==============================] - 0s 14ms/step >11, 614/693, d1=0.672, d2=0.476 g=2.034 2/2 [==============================] - 0s 14ms/step >11, 615/693, d1=0.569, d2=0.540 g=1.700 2/2 [==============================] - 0s 13ms/step >11, 616/693, d1=0.532, d2=0.565 g=2.140 2/2 [==============================] - 0s 12ms/step >11, 617/693, d1=0.473, d2=0.522 g=2.345 2/2 [==============================] - 0s 16ms/step >11, 618/693, d1=0.507, d2=0.434 g=1.640 2/2 [==============================] - 0s 13ms/step >11, 619/693, d1=0.518, d2=0.460 g=1.532 2/2 [==============================] - 0s 14ms/step >11, 620/693, d1=0.522, d2=0.582 g=1.610 2/2 [==============================] - 0s 12ms/step >11, 621/693, d1=0.515, d2=0.500 g=1.935 2/2 [==============================] - 0s 14ms/step >11, 622/693, d1=0.512, d2=0.505 g=1.773 2/2 [==============================] - 0s 15ms/step >11, 623/693, d1=0.509, d2=0.546 g=2.087 2/2 [==============================] - 0s 14ms/step >11, 624/693, d1=0.482, d2=0.484 g=1.945 2/2 [==============================] - 0s 14ms/step >11, 625/693, d1=0.605, d2=0.516 g=1.817 2/2 [==============================] - 0s 13ms/step >11, 626/693, d1=0.549, d2=0.596 g=1.432 2/2 [==============================] - 0s 14ms/step >11, 627/693, d1=0.491, d2=0.484 g=2.076 2/2 [==============================] - 0s 13ms/step >11, 628/693, d1=0.444, d2=0.535 g=2.016 2/2 [==============================] - 0s 13ms/step >11, 629/693, d1=0.666, d2=0.478 g=2.048 2/2 [==============================] - 0s 11ms/step >11, 630/693, d1=0.492, d2=0.478 g=1.673 2/2 [==============================] - 0s 13ms/step >11, 631/693, d1=0.541, d2=0.485 g=2.290 2/2 [==============================] - 0s 14ms/step >11, 632/693, d1=0.475, d2=0.579 g=2.172 2/2 [==============================] - 0s 14ms/step >11, 633/693, d1=0.513, d2=0.457 g=2.060 2/2 [==============================] - 0s 13ms/step >11, 634/693, d1=0.611, d2=0.526 g=2.241 2/2 [==============================] - 0s 14ms/step >11, 635/693, d1=0.443, d2=0.479 g=2.339 2/2 [==============================] - 0s 15ms/step >11, 636/693, d1=0.604, d2=0.509 g=2.130 2/2 [==============================] - 0s 13ms/step >11, 637/693, d1=0.535, d2=0.536 g=2.000 2/2 [==============================] - 0s 14ms/step >11, 638/693, d1=0.553, d2=0.493 g=1.846 2/2 [==============================] - 0s 13ms/step >11, 639/693, d1=0.572, d2=0.457 g=1.997 2/2 [==============================] - 0s 12ms/step >11, 640/693, d1=0.466, d2=0.568 g=2.087 2/2 [==============================] - 0s 13ms/step >11, 641/693, d1=0.537, d2=0.457 g=1.817 2/2 [==============================] - 0s 14ms/step >11, 642/693, d1=0.432, d2=0.468 g=2.089 2/2 [==============================] - 0s 13ms/step >11, 643/693, d1=0.437, d2=0.475 g=1.946 2/2 [==============================] - 0s 13ms/step >11, 644/693, d1=0.580, d2=0.498 g=1.596 2/2 [==============================] - 0s 14ms/step >11, 645/693, d1=0.570, d2=0.547 g=1.838 2/2 [==============================] - 0s 13ms/step >11, 646/693, d1=0.511, d2=0.433 g=1.695 2/2 [==============================] - 0s 13ms/step >11, 647/693, d1=0.425, d2=0.503 g=2.157 2/2 [==============================] - 0s 14ms/step >11, 648/693, d1=0.515, d2=0.589 g=1.931 2/2 [==============================] - 0s 14ms/step >11, 649/693, d1=0.516, d2=0.447 g=2.298 2/2 [==============================] - 0s 13ms/step >11, 650/693, d1=0.671, d2=0.412 g=1.817 2/2 [==============================] - 0s 13ms/step >11, 651/693, d1=0.484, d2=0.611 g=1.761 2/2 [==============================] - 0s 13ms/step >11, 652/693, d1=0.508, d2=0.544 g=2.272 2/2 [==============================] - 0s 13ms/step >11, 653/693, d1=0.477, d2=0.493 g=2.912 2/2 [==============================] - 0s 13ms/step >11, 654/693, d1=0.654, d2=0.456 g=1.808 2/2 [==============================] - 0s 14ms/step >11, 655/693, d1=0.482, d2=0.551 g=1.987 2/2 [==============================] - 0s 13ms/step >11, 656/693, d1=0.450, d2=0.390 g=2.677 2/2 [==============================] - 0s 14ms/step >11, 657/693, d1=0.665, d2=0.405 g=2.256 2/2 [==============================] - 0s 13ms/step >11, 658/693, d1=0.529, d2=0.547 g=1.550 2/2 [==============================] - 0s 15ms/step >11, 659/693, d1=0.458, d2=0.533 g=1.525 2/2 [==============================] - 0s 15ms/step >11, 660/693, d1=0.414, d2=0.494 g=1.861 2/2 [==============================] - 0s 14ms/step >11, 661/693, d1=0.388, d2=0.524 g=2.140 2/2 [==============================] - 0s 14ms/step >11, 662/693, d1=0.598, d2=0.540 g=2.007 2/2 [==============================] - 0s 13ms/step >11, 663/693, d1=0.682, d2=0.465 g=1.926 2/2 [==============================] - 0s 13ms/step >11, 664/693, d1=0.461, d2=0.483 g=1.761 2/2 [==============================] - 0s 13ms/step >11, 665/693, d1=0.583, d2=0.536 g=1.595 2/2 [==============================] - 0s 13ms/step >11, 666/693, d1=0.453, d2=0.425 g=1.873 2/2 [==============================] - 0s 12ms/step >11, 667/693, d1=0.400, d2=0.422 g=1.614 2/2 [==============================] - 0s 12ms/step >11, 668/693, d1=0.485, d2=0.495 g=2.036 2/2 [==============================] - 0s 13ms/step >11, 669/693, d1=0.503, d2=0.523 g=2.232 2/2 [==============================] - 0s 12ms/step >11, 670/693, d1=0.654, d2=0.490 g=1.886 2/2 [==============================] - 0s 12ms/step >11, 671/693, d1=0.518, d2=0.542 g=1.863 2/2 [==============================] - 0s 13ms/step >11, 672/693, d1=0.640, d2=0.404 g=1.622 2/2 [==============================] - 0s 14ms/step >11, 673/693, d1=0.423, d2=0.608 g=2.023 2/2 [==============================] - 0s 14ms/step >11, 674/693, d1=0.479, d2=0.433 g=1.508 2/2 [==============================] - 0s 13ms/step >11, 675/693, d1=0.510, d2=0.546 g=2.086 2/2 [==============================] - 0s 11ms/step >11, 676/693, d1=0.499, d2=0.518 g=1.987 2/2 [==============================] - 0s 12ms/step >11, 677/693, d1=0.632, d2=0.445 g=1.447 2/2 [==============================] - 0s 13ms/step >11, 678/693, d1=0.475, d2=0.549 g=1.745 2/2 [==============================] - 0s 13ms/step >11, 679/693, d1=0.469, d2=0.471 g=2.133 2/2 [==============================] - 0s 12ms/step >11, 680/693, d1=0.625, d2=0.490 g=1.467 2/2 [==============================] - 0s 12ms/step >11, 681/693, d1=0.535, d2=0.544 g=2.411 2/2 [==============================] - 0s 12ms/step >11, 682/693, d1=0.532, d2=0.554 g=2.071 2/2 [==============================] - 0s 12ms/step >11, 683/693, d1=0.426, d2=0.462 g=2.002 2/2 [==============================] - 0s 12ms/step >11, 684/693, d1=0.501, d2=0.564 g=2.083 2/2 [==============================] - 0s 13ms/step >11, 685/693, d1=0.534, d2=0.401 g=2.468 2/2 [==============================] - 0s 14ms/step >11, 686/693, d1=0.650, d2=0.452 g=1.645 2/2 [==============================] - 0s 14ms/step >11, 687/693, d1=0.547, d2=0.516 g=1.717 2/2 [==============================] - 0s 14ms/step >11, 688/693, d1=0.496, d2=0.471 g=1.905 2/2 [==============================] - 0s 12ms/step >11, 689/693, d1=0.625, d2=0.454 g=2.330 2/2 [==============================] - 0s 14ms/step >11, 690/693, d1=0.482, d2=0.512 g=1.696 2/2 [==============================] - 0s 14ms/step >11, 691/693, d1=0.563, d2=0.538 g=1.829 2/2 [==============================] - 0s 14ms/step >11, 692/693, d1=0.497, d2=0.541 g=1.569 2/2 [==============================] - 0s 13ms/step >11, 693/693, d1=0.590, d2=0.496 g=1.665 2/2 [==============================] - 0s 13ms/step >12, 1/693, d1=0.490, d2=0.542 g=1.968 2/2 [==============================] - 0s 14ms/step >12, 2/693, d1=0.532, d2=0.530 g=2.033 2/2 [==============================] - 0s 14ms/step >12, 3/693, d1=0.489, d2=0.439 g=1.549 2/2 [==============================] - 0s 14ms/step >12, 4/693, d1=0.533, d2=0.587 g=1.495 2/2 [==============================] - 0s 13ms/step >12, 5/693, d1=0.470, d2=0.533 g=1.952 2/2 [==============================] - 0s 14ms/step >12, 6/693, d1=0.552, d2=0.456 g=2.082 2/2 [==============================] - 0s 13ms/step >12, 7/693, d1=0.580, d2=0.478 g=2.122 2/2 [==============================] - 0s 14ms/step >12, 8/693, d1=0.506, d2=0.547 g=2.199 2/2 [==============================] - 0s 12ms/step >12, 9/693, d1=0.548, d2=0.496 g=1.685 2/2 [==============================] - 0s 12ms/step >12, 10/693, d1=0.467, d2=0.537 g=1.847 2/2 [==============================] - 0s 14ms/step >12, 11/693, d1=0.452, d2=0.466 g=2.164 2/2 [==============================] - 0s 14ms/step >12, 12/693, d1=0.613, d2=0.400 g=1.975 2/2 [==============================] - 0s 14ms/step >12, 13/693, d1=0.490, d2=0.498 g=1.811 2/2 [==============================] - 0s 12ms/step >12, 14/693, d1=0.558, d2=0.553 g=2.015 2/2 [==============================] - 0s 14ms/step >12, 15/693, d1=0.555, d2=0.468 g=2.375 2/2 [==============================] - 0s 14ms/step >12, 16/693, d1=0.397, d2=0.595 g=2.034 2/2 [==============================] - 0s 13ms/step >12, 17/693, d1=0.508, d2=0.383 g=2.041 2/2 [==============================] - 0s 13ms/step >12, 18/693, d1=0.647, d2=0.613 g=1.732 2/2 [==============================] - 0s 14ms/step >12, 19/693, d1=0.464, d2=0.554 g=1.804 2/2 [==============================] - 0s 13ms/step >12, 20/693, d1=0.413, d2=0.456 g=2.224 2/2 [==============================] - 0s 13ms/step >12, 21/693, d1=0.587, d2=0.506 g=2.245 2/2 [==============================] - 0s 13ms/step >12, 22/693, d1=0.506, d2=0.589 g=1.648 2/2 [==============================] - 0s 13ms/step >12, 23/693, d1=0.537, d2=0.530 g=1.751 2/2 [==============================] - 0s 14ms/step >12, 24/693, d1=0.481, d2=0.505 g=1.833 2/2 [==============================] - 0s 13ms/step >12, 25/693, d1=0.571, d2=0.636 g=1.724 2/2 [==============================] - 0s 14ms/step >12, 26/693, d1=0.578, d2=0.545 g=1.922 2/2 [==============================] - 0s 13ms/step >12, 27/693, d1=0.663, d2=0.487 g=1.534 2/2 [==============================] - 0s 14ms/step >12, 28/693, d1=0.408, d2=0.556 g=1.963 2/2 [==============================] - 0s 13ms/step >12, 29/693, d1=0.526, d2=0.509 g=2.272 2/2 [==============================] - 0s 12ms/step >12, 30/693, d1=0.632, d2=0.487 g=1.953 2/2 [==============================] - 0s 12ms/step >12, 31/693, d1=0.498, d2=0.453 g=2.001 2/2 [==============================] - 0s 12ms/step >12, 32/693, d1=0.507, d2=0.504 g=1.812 2/2 [==============================] - 0s 12ms/step >12, 33/693, d1=0.579, d2=0.634 g=1.609 2/2 [==============================] - 0s 14ms/step >12, 34/693, d1=0.486, d2=0.563 g=1.746 2/2 [==============================] - 0s 11ms/step >12, 35/693, d1=0.590, d2=0.496 g=1.717 2/2 [==============================] - 0s 14ms/step >12, 36/693, d1=0.500, d2=0.495 g=1.937 2/2 [==============================] - 0s 13ms/step >12, 37/693, d1=0.580, d2=0.485 g=1.866 2/2 [==============================] - 0s 14ms/step >12, 38/693, d1=0.475, d2=0.467 g=1.782 2/2 [==============================] - 0s 12ms/step >12, 39/693, d1=0.519, d2=0.515 g=1.708 2/2 [==============================] - 0s 12ms/step >12, 40/693, d1=0.469, d2=0.506 g=1.964 2/2 [==============================] - 0s 12ms/step >12, 41/693, d1=0.562, d2=0.428 g=1.849 2/2 [==============================] - 0s 13ms/step >12, 42/693, d1=0.560, d2=0.570 g=2.165 2/2 [==============================] - 0s 13ms/step >12, 43/693, d1=0.485, d2=0.546 g=2.381 2/2 [==============================] - 0s 12ms/step >12, 44/693, d1=0.557, d2=0.510 g=1.991 2/2 [==============================] - 0s 12ms/step >12, 45/693, d1=0.605, d2=0.522 g=2.958 2/2 [==============================] - 0s 13ms/step >12, 46/693, d1=0.562, d2=0.404 g=2.055 2/2 [==============================] - 0s 12ms/step >12, 47/693, d1=0.563, d2=0.505 g=1.858 2/2 [==============================] - 0s 12ms/step >12, 48/693, d1=0.430, d2=0.541 g=1.616 2/2 [==============================] - 0s 13ms/step >12, 49/693, d1=0.514, d2=0.534 g=2.296 2/2 [==============================] - 0s 13ms/step >12, 50/693, d1=0.647, d2=0.492 g=1.905 2/2 [==============================] - 0s 13ms/step >12, 51/693, d1=0.461, d2=0.539 g=1.854 2/2 [==============================] - 0s 12ms/step >12, 52/693, d1=0.508, d2=0.483 g=2.354 2/2 [==============================] - 0s 12ms/step >12, 53/693, d1=0.646, d2=0.537 g=1.688 2/2 [==============================] - 0s 12ms/step >12, 54/693, d1=0.518, d2=0.438 g=2.177 2/2 [==============================] - 0s 12ms/step >12, 55/693, d1=0.585, d2=0.461 g=1.781 2/2 [==============================] - 0s 13ms/step >12, 56/693, d1=0.462, d2=0.516 g=2.366 2/2 [==============================] - 0s 12ms/step >12, 57/693, d1=0.434, d2=0.545 g=1.750 2/2 [==============================] - 0s 13ms/step >12, 58/693, d1=0.537, d2=0.483 g=2.036 2/2 [==============================] - 0s 13ms/step >12, 59/693, d1=0.598, d2=0.512 g=2.389 2/2 [==============================] - 0s 13ms/step >12, 60/693, d1=0.429, d2=0.513 g=1.743 2/2 [==============================] - 0s 11ms/step >12, 61/693, d1=0.400, d2=0.497 g=1.726 2/2 [==============================] - 0s 14ms/step >12, 62/693, d1=0.581, d2=0.494 g=1.959 2/2 [==============================] - 0s 12ms/step >12, 63/693, d1=0.674, d2=0.465 g=2.127 2/2 [==============================] - 0s 13ms/step >12, 64/693, d1=0.438, d2=0.492 g=1.543 2/2 [==============================] - 0s 13ms/step >12, 65/693, d1=0.450, d2=0.534 g=2.179 2/2 [==============================] - 0s 12ms/step >12, 66/693, d1=0.456, d2=0.584 g=2.304 2/2 [==============================] - 0s 13ms/step >12, 67/693, d1=0.710, d2=0.537 g=1.807 2/2 [==============================] - 0s 14ms/step >12, 68/693, d1=0.509, d2=0.500 g=2.045 2/2 [==============================] - 0s 13ms/step >12, 69/693, d1=0.587, d2=0.409 g=1.784 2/2 [==============================] - 0s 13ms/step >12, 70/693, d1=0.543, d2=0.488 g=1.761 2/2 [==============================] - 0s 12ms/step >12, 71/693, d1=0.472, d2=0.650 g=1.882 2/2 [==============================] - 0s 12ms/step >12, 72/693, d1=0.532, d2=0.539 g=2.614 2/2 [==============================] - 0s 14ms/step >12, 73/693, d1=0.583, d2=0.478 g=1.765 2/2 [==============================] - 0s 12ms/step >12, 74/693, d1=0.648, d2=0.520 g=1.927 2/2 [==============================] - 0s 12ms/step >12, 75/693, d1=0.524, d2=0.561 g=1.763 2/2 [==============================] - 0s 13ms/step >12, 76/693, d1=0.491, d2=0.527 g=1.846 2/2 [==============================] - 0s 11ms/step >12, 77/693, d1=0.428, d2=0.486 g=1.919 2/2 [==============================] - 0s 12ms/step >12, 78/693, d1=0.585, d2=0.470 g=2.307 2/2 [==============================] - 0s 14ms/step >12, 79/693, d1=0.542, d2=0.504 g=2.020 2/2 [==============================] - 0s 13ms/step >12, 80/693, d1=0.532, d2=0.404 g=1.555 2/2 [==============================] - 0s 13ms/step >12, 81/693, d1=0.571, d2=0.512 g=1.918 2/2 [==============================] - 0s 11ms/step >12, 82/693, d1=0.562, d2=0.464 g=1.637 2/2 [==============================] - 0s 11ms/step >12, 83/693, d1=0.422, d2=0.609 g=2.303 2/2 [==============================] - 0s 12ms/step >12, 84/693, d1=0.624, d2=0.527 g=1.566 2/2 [==============================] - 0s 13ms/step >12, 85/693, d1=0.508, d2=0.425 g=1.702 2/2 [==============================] - 0s 13ms/step >12, 86/693, d1=0.541, d2=0.505 g=2.225 2/2 [==============================] - 0s 13ms/step >12, 87/693, d1=0.403, d2=0.421 g=1.780 2/2 [==============================] - 0s 14ms/step >12, 88/693, d1=0.457, d2=0.405 g=2.379 2/2 [==============================] - 0s 13ms/step >12, 89/693, d1=0.521, d2=0.449 g=1.868 2/2 [==============================] - 0s 12ms/step >12, 90/693, d1=0.413, d2=0.528 g=1.581 2/2 [==============================] - 0s 14ms/step >12, 91/693, d1=0.436, d2=0.425 g=1.943 2/2 [==============================] - 0s 13ms/step >12, 92/693, d1=0.536, d2=0.551 g=1.882 2/2 [==============================] - 0s 13ms/step >12, 93/693, d1=0.535, d2=0.540 g=2.086 2/2 [==============================] - 0s 13ms/step >12, 94/693, d1=0.445, d2=0.540 g=2.160 2/2 [==============================] - 0s 13ms/step >12, 95/693, d1=0.614, d2=0.408 g=2.434 2/2 [==============================] - 0s 13ms/step >12, 96/693, d1=0.551, d2=0.515 g=1.967 2/2 [==============================] - 0s 13ms/step >12, 97/693, d1=0.601, d2=0.626 g=1.794 2/2 [==============================] - 0s 13ms/step >12, 98/693, d1=0.549, d2=0.589 g=2.020 2/2 [==============================] - 0s 13ms/step >12, 99/693, d1=0.510, d2=0.428 g=1.746 2/2 [==============================] - 0s 12ms/step >12, 100/693, d1=0.602, d2=0.481 g=1.688 2/2 [==============================] - 0s 13ms/step >12, 101/693, d1=0.392, d2=0.470 g=1.921 2/2 [==============================] - 0s 13ms/step >12, 102/693, d1=0.458, d2=0.493 g=2.068 2/2 [==============================] - 0s 13ms/step >12, 103/693, d1=0.496, d2=0.510 g=2.106 2/2 [==============================] - 0s 13ms/step >12, 104/693, d1=0.555, d2=0.449 g=2.442 2/2 [==============================] - 0s 13ms/step >12, 105/693, d1=0.513, d2=0.518 g=2.007 2/2 [==============================] - 0s 13ms/step >12, 106/693, d1=0.509, d2=0.502 g=1.686 2/2 [==============================] - 0s 12ms/step >12, 107/693, d1=0.537, d2=0.566 g=1.936 2/2 [==============================] - 0s 13ms/step >12, 108/693, d1=0.624, d2=0.536 g=1.883 2/2 [==============================] - 0s 12ms/step >12, 109/693, d1=0.660, d2=0.522 g=1.923 2/2 [==============================] - 0s 14ms/step >12, 110/693, d1=0.523, d2=0.517 g=2.356 2/2 [==============================] - 0s 13ms/step >12, 111/693, d1=0.465, d2=0.541 g=1.696 2/2 [==============================] - 0s 14ms/step >12, 112/693, d1=0.492, d2=0.517 g=2.080 2/2 [==============================] - 0s 14ms/step >12, 113/693, d1=0.435, d2=0.514 g=1.890 2/2 [==============================] - 0s 13ms/step >12, 114/693, d1=0.540, d2=0.441 g=2.056 2/2 [==============================] - 0s 14ms/step >12, 115/693, d1=0.576, d2=0.420 g=2.346 2/2 [==============================] - 0s 13ms/step >12, 116/693, d1=0.503, d2=0.477 g=1.547 2/2 [==============================] - 0s 14ms/step >12, 117/693, d1=0.438, d2=0.532 g=1.819 2/2 [==============================] - 0s 14ms/step >12, 118/693, d1=0.456, d2=0.497 g=2.330 2/2 [==============================] - 0s 13ms/step >12, 119/693, d1=0.556, d2=0.532 g=2.261 2/2 [==============================] - 0s 14ms/step >12, 120/693, d1=0.531, d2=0.552 g=1.967 2/2 [==============================] - 0s 12ms/step >12, 121/693, d1=0.597, d2=0.476 g=1.979 2/2 [==============================] - 0s 13ms/step >12, 122/693, d1=0.598, d2=0.485 g=1.791 2/2 [==============================] - 0s 12ms/step >12, 123/693, d1=0.455, d2=0.551 g=1.938 2/2 [==============================] - 0s 13ms/step >12, 124/693, d1=0.595, d2=0.577 g=2.111 2/2 [==============================] - 0s 14ms/step >12, 125/693, d1=0.555, d2=0.493 g=2.723 2/2 [==============================] - 0s 12ms/step >12, 126/693, d1=0.621, d2=0.465 g=1.974 2/2 [==============================] - 0s 12ms/step >12, 127/693, d1=0.646, d2=0.568 g=1.831 2/2 [==============================] - 0s 12ms/step >12, 128/693, d1=0.483, d2=0.617 g=1.973 2/2 [==============================] - 0s 12ms/step >12, 129/693, d1=0.555, d2=0.494 g=1.938 2/2 [==============================] - 0s 13ms/step >12, 130/693, d1=0.518, d2=0.525 g=1.887 2/2 [==============================] - 0s 13ms/step >12, 131/693, d1=0.509, d2=0.384 g=1.452 2/2 [==============================] - 0s 12ms/step >12, 132/693, d1=0.573, d2=0.587 g=1.601 2/2 [==============================] - 0s 13ms/step >12, 133/693, d1=0.458, d2=0.451 g=1.909 2/2 [==============================] - 0s 12ms/step >12, 134/693, d1=0.451, d2=0.492 g=2.419 2/2 [==============================] - 0s 13ms/step >12, 135/693, d1=0.540, d2=0.402 g=2.429 2/2 [==============================] - 0s 12ms/step >12, 136/693, d1=0.510, d2=0.428 g=2.314 2/2 [==============================] - 0s 12ms/step >12, 137/693, d1=0.578, d2=0.550 g=2.248 2/2 [==============================] - 0s 12ms/step >12, 138/693, d1=0.462, d2=0.539 g=1.760 2/2 [==============================] - 0s 13ms/step >12, 139/693, d1=0.524, d2=0.612 g=2.357 2/2 [==============================] - 0s 13ms/step >12, 140/693, d1=0.541, d2=0.573 g=2.070 2/2 [==============================] - 0s 12ms/step >12, 141/693, d1=0.488, d2=0.436 g=2.107 2/2 [==============================] - 0s 12ms/step >12, 142/693, d1=0.698, d2=0.499 g=1.681 2/2 [==============================] - 0s 13ms/step >12, 143/693, d1=0.552, d2=0.575 g=2.006 2/2 [==============================] - 0s 12ms/step >12, 144/693, d1=0.416, d2=0.473 g=2.395 2/2 [==============================] - 0s 12ms/step >12, 145/693, d1=0.666, d2=0.473 g=2.264 2/2 [==============================] - 0s 13ms/step >12, 146/693, d1=0.472, d2=0.456 g=1.799 2/2 [==============================] - 0s 12ms/step >12, 147/693, d1=0.514, d2=0.588 g=2.345 2/2 [==============================] - 0s 12ms/step >12, 148/693, d1=0.454, d2=0.428 g=1.809 2/2 [==============================] - 0s 14ms/step >12, 149/693, d1=0.564, d2=0.588 g=1.957 2/2 [==============================] - 0s 12ms/step >12, 150/693, d1=0.460, d2=0.613 g=2.155 2/2 [==============================] - 0s 13ms/step >12, 151/693, d1=0.482, d2=0.460 g=2.205 2/2 [==============================] - 0s 11ms/step >12, 152/693, d1=0.648, d2=0.497 g=1.801 2/2 [==============================] - 0s 13ms/step >12, 153/693, d1=0.533, d2=0.544 g=1.902 2/2 [==============================] - 0s 13ms/step >12, 154/693, d1=0.521, d2=0.529 g=2.273 2/2 [==============================] - 0s 14ms/step >12, 155/693, d1=0.580, d2=0.435 g=2.220 2/2 [==============================] - 0s 12ms/step >12, 156/693, d1=0.445, d2=0.517 g=2.010 2/2 [==============================] - 0s 12ms/step >12, 157/693, d1=0.472, d2=0.490 g=2.129 2/2 [==============================] - 0s 12ms/step >12, 158/693, d1=0.579, d2=0.496 g=2.477 2/2 [==============================] - 0s 13ms/step >12, 159/693, d1=0.533, d2=0.578 g=2.471 2/2 [==============================] - 0s 12ms/step >12, 160/693, d1=0.484, d2=0.494 g=2.082 2/2 [==============================] - 0s 12ms/step >12, 161/693, d1=0.571, d2=0.515 g=1.908 2/2 [==============================] - 0s 13ms/step >12, 162/693, d1=0.509, d2=0.607 g=1.543 2/2 [==============================] - 0s 12ms/step >12, 163/693, d1=0.486, d2=0.544 g=1.709 2/2 [==============================] - 0s 13ms/step >12, 164/693, d1=0.557, d2=0.472 g=1.820 2/2 [==============================] - 0s 11ms/step >12, 165/693, d1=0.592, d2=0.611 g=1.867 2/2 [==============================] - 0s 13ms/step >12, 166/693, d1=0.467, d2=0.551 g=1.582 2/2 [==============================] - 0s 13ms/step >12, 167/693, d1=0.505, d2=0.526 g=1.751 2/2 [==============================] - 0s 13ms/step >12, 168/693, d1=0.481, d2=0.443 g=1.998 2/2 [==============================] - 0s 12ms/step >12, 169/693, d1=0.534, d2=0.407 g=1.797 2/2 [==============================] - 0s 12ms/step >12, 170/693, d1=0.737, d2=0.443 g=2.032 2/2 [==============================] - 0s 12ms/step >12, 171/693, d1=0.455, d2=0.612 g=1.996 2/2 [==============================] - 0s 13ms/step >12, 172/693, d1=0.494, d2=0.537 g=2.171 2/2 [==============================] - 0s 14ms/step >12, 173/693, d1=0.435, d2=0.467 g=1.732 2/2 [==============================] - 0s 12ms/step >12, 174/693, d1=0.678, d2=0.504 g=1.725 2/2 [==============================] - 0s 13ms/step >12, 175/693, d1=0.480, d2=0.638 g=1.959 2/2 [==============================] - 0s 13ms/step >12, 176/693, d1=0.698, d2=0.555 g=1.921 2/2 [==============================] - 0s 13ms/step >12, 177/693, d1=0.515, d2=0.513 g=1.603 2/2 [==============================] - 0s 12ms/step >12, 178/693, d1=0.445, d2=0.540 g=2.107 2/2 [==============================] - 0s 12ms/step >12, 179/693, d1=0.515, d2=0.517 g=1.856 2/2 [==============================] - 0s 14ms/step >12, 180/693, d1=0.544, d2=0.530 g=2.046 2/2 [==============================] - 0s 12ms/step >12, 181/693, d1=0.588, d2=0.391 g=1.728 2/2 [==============================] - 0s 14ms/step >12, 182/693, d1=0.445, d2=0.443 g=1.772 2/2 [==============================] - 0s 14ms/step >12, 183/693, d1=0.559, d2=0.504 g=2.022 2/2 [==============================] - 0s 12ms/step >12, 184/693, d1=0.562, d2=0.629 g=2.224 2/2 [==============================] - 0s 13ms/step >12, 185/693, d1=0.464, d2=0.481 g=1.736 2/2 [==============================] - 0s 12ms/step >12, 186/693, d1=0.620, d2=0.411 g=1.882 2/2 [==============================] - 0s 13ms/step >12, 187/693, d1=0.470, d2=0.427 g=1.568 2/2 [==============================] - 0s 12ms/step >12, 188/693, d1=0.432, d2=0.493 g=2.194 2/2 [==============================] - 0s 14ms/step >12, 189/693, d1=0.550, d2=0.535 g=1.497 2/2 [==============================] - 0s 14ms/step >12, 190/693, d1=0.587, d2=0.415 g=2.034 2/2 [==============================] - 0s 14ms/step >12, 191/693, d1=0.440, d2=0.543 g=1.936 2/2 [==============================] - 0s 13ms/step >12, 192/693, d1=0.456, d2=0.463 g=1.733 2/2 [==============================] - 0s 13ms/step >12, 193/693, d1=0.541, d2=0.425 g=1.904 2/2 [==============================] - 0s 13ms/step >12, 194/693, d1=0.463, d2=0.550 g=1.676 2/2 [==============================] - 0s 13ms/step >12, 195/693, d1=0.566, d2=0.530 g=2.136 2/2 [==============================] - 0s 13ms/step >12, 196/693, d1=0.532, d2=0.586 g=2.019 2/2 [==============================] - 0s 13ms/step >12, 197/693, d1=0.489, d2=0.470 g=1.633 2/2 [==============================] - 0s 12ms/step >12, 198/693, d1=0.526, d2=0.440 g=2.078 2/2 [==============================] - 0s 13ms/step >12, 199/693, d1=0.538, d2=0.568 g=1.970 2/2 [==============================] - 0s 13ms/step >12, 200/693, d1=0.557, d2=0.486 g=1.668 2/2 [==============================] - 0s 12ms/step >12, 201/693, d1=0.528, d2=0.579 g=1.668 2/2 [==============================] - 0s 15ms/step >12, 202/693, d1=0.533, d2=0.585 g=1.930 2/2 [==============================] - 0s 12ms/step >12, 203/693, d1=0.465, d2=0.407 g=2.019 2/2 [==============================] - 0s 13ms/step >12, 204/693, d1=0.616, d2=0.369 g=1.990 2/2 [==============================] - 0s 13ms/step >12, 205/693, d1=0.417, d2=0.556 g=1.627 2/2 [==============================] - 0s 13ms/step >12, 206/693, d1=0.571, d2=0.533 g=1.889 2/2 [==============================] - 0s 15ms/step >12, 207/693, d1=0.497, d2=0.680 g=2.027 2/2 [==============================] - 0s 13ms/step >12, 208/693, d1=0.558, d2=0.506 g=1.856 2/2 [==============================] - 0s 13ms/step >12, 209/693, d1=0.619, d2=0.551 g=1.899 2/2 [==============================] - 0s 12ms/step >12, 210/693, d1=0.482, d2=0.434 g=2.063 2/2 [==============================] - 0s 13ms/step >12, 211/693, d1=0.613, d2=0.589 g=1.695 2/2 [==============================] - 0s 13ms/step >12, 212/693, d1=0.550, d2=0.463 g=2.142 2/2 [==============================] - 0s 13ms/step >12, 213/693, d1=0.547, d2=0.523 g=1.935 2/2 [==============================] - 0s 13ms/step >12, 214/693, d1=0.449, d2=0.417 g=1.732 2/2 [==============================] - 0s 12ms/step >12, 215/693, d1=0.588, d2=0.541 g=2.450 2/2 [==============================] - 0s 14ms/step >12, 216/693, d1=0.507, d2=0.546 g=1.876 2/2 [==============================] - 0s 15ms/step >12, 217/693, d1=0.540, d2=0.560 g=1.635 2/2 [==============================] - 0s 13ms/step >12, 218/693, d1=0.542, d2=0.449 g=2.263 2/2 [==============================] - 0s 12ms/step >12, 219/693, d1=0.426, d2=0.470 g=1.864 2/2 [==============================] - 0s 12ms/step >12, 220/693, d1=0.539, d2=0.513 g=1.377 2/2 [==============================] - 0s 13ms/step >12, 221/693, d1=0.360, d2=0.420 g=2.040 2/2 [==============================] - 0s 14ms/step >12, 222/693, d1=0.609, d2=0.477 g=2.061 2/2 [==============================] - 0s 13ms/step >12, 223/693, d1=0.543, d2=0.496 g=2.127 2/2 [==============================] - 0s 13ms/step >12, 224/693, d1=0.482, d2=0.485 g=1.724 2/2 [==============================] - 0s 13ms/step >12, 225/693, d1=0.502, d2=0.592 g=2.057 2/2 [==============================] - 0s 11ms/step >12, 226/693, d1=0.529, d2=0.546 g=2.032 2/2 [==============================] - 0s 12ms/step >12, 227/693, d1=0.539, d2=0.523 g=1.777 2/2 [==============================] - 0s 14ms/step >12, 228/693, d1=0.632, d2=0.510 g=2.294 2/2 [==============================] - 0s 12ms/step >12, 229/693, d1=0.515, d2=0.500 g=2.146 2/2 [==============================] - 0s 13ms/step >12, 230/693, d1=0.542, d2=0.530 g=2.162 2/2 [==============================] - 0s 13ms/step >12, 231/693, d1=0.469, d2=0.535 g=2.234 2/2 [==============================] - 0s 13ms/step >12, 232/693, d1=0.484, d2=0.424 g=1.832 2/2 [==============================] - 0s 13ms/step >12, 233/693, d1=0.594, d2=0.557 g=1.627 2/2 [==============================] - 0s 13ms/step >12, 234/693, d1=0.480, d2=0.490 g=1.818 2/2 [==============================] - 0s 12ms/step >12, 235/693, d1=0.625, d2=0.507 g=1.493 2/2 [==============================] - 0s 13ms/step >12, 236/693, d1=0.585, d2=0.543 g=1.975 2/2 [==============================] - 0s 14ms/step >12, 237/693, d1=0.526, d2=0.510 g=1.893 2/2 [==============================] - 0s 13ms/step >12, 238/693, d1=0.553, d2=0.483 g=1.902 2/2 [==============================] - 0s 13ms/step >12, 239/693, d1=0.577, d2=0.583 g=1.850 2/2 [==============================] - 0s 12ms/step >12, 240/693, d1=0.501, d2=0.521 g=1.692 2/2 [==============================] - 0s 12ms/step >12, 241/693, d1=0.386, d2=0.440 g=2.221 2/2 [==============================] - 0s 14ms/step >12, 242/693, d1=0.548, d2=0.543 g=2.025 2/2 [==============================] - 0s 13ms/step >12, 243/693, d1=0.548, d2=0.563 g=2.417 2/2 [==============================] - 0s 12ms/step >12, 244/693, d1=0.565, d2=0.518 g=2.782 2/2 [==============================] - 0s 13ms/step >12, 245/693, d1=0.535, d2=0.364 g=1.897 2/2 [==============================] - 0s 13ms/step >12, 246/693, d1=0.536, d2=0.557 g=1.932 2/2 [==============================] - 0s 13ms/step >12, 247/693, d1=0.420, d2=0.549 g=1.946 2/2 [==============================] - 0s 13ms/step >12, 248/693, d1=0.567, d2=0.489 g=2.289 2/2 [==============================] - 0s 13ms/step >12, 249/693, d1=0.529, d2=0.465 g=2.251 2/2 [==============================] - 0s 12ms/step >12, 250/693, d1=0.502, d2=0.477 g=2.038 2/2 [==============================] - 0s 13ms/step >12, 251/693, d1=0.470, d2=0.479 g=1.753 2/2 [==============================] - 0s 14ms/step >12, 252/693, d1=0.553, d2=0.423 g=1.591 2/2 [==============================] - 0s 13ms/step >12, 253/693, d1=0.638, d2=0.575 g=1.962 2/2 [==============================] - 0s 13ms/step >12, 254/693, d1=0.462, d2=0.482 g=2.504 2/2 [==============================] - 0s 13ms/step >12, 255/693, d1=0.576, d2=0.473 g=2.522 2/2 [==============================] - 0s 12ms/step >12, 256/693, d1=0.593, d2=0.501 g=2.336 2/2 [==============================] - 0s 13ms/step >12, 257/693, d1=0.476, d2=0.590 g=1.951 2/2 [==============================] - 0s 12ms/step >12, 258/693, d1=0.451, d2=0.475 g=1.626 2/2 [==============================] - 0s 13ms/step >12, 259/693, d1=0.516, d2=0.451 g=2.014 2/2 [==============================] - 0s 12ms/step >12, 260/693, d1=0.540, d2=0.506 g=1.671 2/2 [==============================] - 0s 13ms/step >12, 261/693, d1=0.468, d2=0.577 g=1.857 2/2 [==============================] - 0s 13ms/step >12, 262/693, d1=0.456, d2=0.464 g=2.260 2/2 [==============================] - 0s 14ms/step >12, 263/693, d1=0.484, d2=0.475 g=1.619 2/2 [==============================] - 0s 12ms/step >12, 264/693, d1=0.579, d2=0.538 g=1.893 2/2 [==============================] - 0s 14ms/step >12, 265/693, d1=0.627, d2=0.585 g=2.202 2/2 [==============================] - 0s 14ms/step >12, 266/693, d1=0.602, d2=0.444 g=2.185 2/2 [==============================] - 0s 13ms/step >12, 267/693, d1=0.485, d2=0.497 g=1.614 2/2 [==============================] - 0s 13ms/step >12, 268/693, d1=0.544, d2=0.553 g=1.952 2/2 [==============================] - 0s 13ms/step >12, 269/693, d1=0.464, d2=0.482 g=1.803 2/2 [==============================] - 0s 13ms/step >12, 270/693, d1=0.483, d2=0.553 g=2.133 2/2 [==============================] - 0s 12ms/step >12, 271/693, d1=0.599, d2=0.497 g=2.153 2/2 [==============================] - 0s 12ms/step >12, 272/693, d1=0.591, d2=0.495 g=1.892 2/2 [==============================] - 0s 13ms/step >12, 273/693, d1=0.532, d2=0.551 g=1.695 2/2 [==============================] - 0s 14ms/step >12, 274/693, d1=0.576, d2=0.371 g=1.784 2/2 [==============================] - 0s 12ms/step >12, 275/693, d1=0.498, d2=0.579 g=2.308 2/2 [==============================] - 0s 14ms/step >12, 276/693, d1=0.458, d2=0.567 g=2.394 2/2 [==============================] - 0s 12ms/step >12, 277/693, d1=0.508, d2=0.547 g=2.518 2/2 [==============================] - 0s 14ms/step >12, 278/693, d1=0.590, d2=0.440 g=1.979 2/2 [==============================] - 0s 12ms/step >12, 279/693, d1=0.622, d2=0.537 g=1.752 2/2 [==============================] - 0s 14ms/step >12, 280/693, d1=0.473, d2=0.541 g=1.970 2/2 [==============================] - 0s 13ms/step >12, 281/693, d1=0.472, d2=0.506 g=2.197 2/2 [==============================] - 0s 13ms/step >12, 282/693, d1=0.530, d2=0.514 g=1.960 2/2 [==============================] - 0s 11ms/step >12, 283/693, d1=0.518, d2=0.543 g=2.103 2/2 [==============================] - 0s 12ms/step >12, 284/693, d1=0.527, d2=0.490 g=1.651 2/2 [==============================] - 0s 13ms/step >12, 285/693, d1=0.446, d2=0.502 g=1.934 2/2 [==============================] - 0s 14ms/step >12, 286/693, d1=0.607, d2=0.510 g=1.707 2/2 [==============================] - 0s 14ms/step >12, 287/693, d1=0.526, d2=0.498 g=2.071 2/2 [==============================] - 0s 14ms/step >12, 288/693, d1=0.456, d2=0.503 g=2.021 2/2 [==============================] - 0s 13ms/step >12, 289/693, d1=0.517, d2=0.607 g=2.076 2/2 [==============================] - 0s 13ms/step >12, 290/693, d1=0.491, d2=0.509 g=1.823 2/2 [==============================] - 0s 12ms/step >12, 291/693, d1=0.679, d2=0.462 g=1.967 2/2 [==============================] - 0s 14ms/step >12, 292/693, d1=0.557, d2=0.472 g=1.999 2/2 [==============================] - 0s 14ms/step >12, 293/693, d1=0.523, d2=0.556 g=2.286 2/2 [==============================] - 0s 13ms/step >12, 294/693, d1=0.518, d2=0.450 g=1.527 2/2 [==============================] - 0s 12ms/step >12, 295/693, d1=0.594, d2=0.515 g=1.854 2/2 [==============================] - 0s 13ms/step >12, 296/693, d1=0.491, d2=0.537 g=1.866 2/2 [==============================] - 0s 13ms/step >12, 297/693, d1=0.615, d2=0.422 g=1.774 2/2 [==============================] - 0s 13ms/step >12, 298/693, d1=0.490, d2=0.668 g=1.625 2/2 [==============================] - 0s 12ms/step >12, 299/693, d1=0.415, d2=0.451 g=2.289 2/2 [==============================] - 0s 12ms/step >12, 300/693, d1=0.556, d2=0.506 g=2.026 2/2 [==============================] - 0s 13ms/step >12, 301/693, d1=0.632, d2=0.403 g=1.524 2/2 [==============================] - 0s 12ms/step >12, 302/693, d1=0.607, d2=0.644 g=2.165 2/2 [==============================] - 0s 13ms/step >12, 303/693, d1=0.504, d2=0.500 g=2.451 2/2 [==============================] - 0s 12ms/step >12, 304/693, d1=0.552, d2=0.539 g=1.877 2/2 [==============================] - 0s 13ms/step >12, 305/693, d1=0.548, d2=0.524 g=2.202 2/2 [==============================] - 0s 14ms/step >12, 306/693, d1=0.504, d2=0.568 g=2.312 2/2 [==============================] - 0s 12ms/step >12, 307/693, d1=0.608, d2=0.448 g=1.702 2/2 [==============================] - 0s 12ms/step >12, 308/693, d1=0.560, d2=0.603 g=1.816 2/2 [==============================] - 0s 13ms/step >12, 309/693, d1=0.526, d2=0.572 g=1.553 2/2 [==============================] - 0s 13ms/step >12, 310/693, d1=0.455, d2=0.594 g=1.964 2/2 [==============================] - 0s 14ms/step >12, 311/693, d1=0.533, d2=0.380 g=1.709 2/2 [==============================] - 0s 13ms/step >12, 312/693, d1=0.554, d2=0.595 g=1.692 2/2 [==============================] - 0s 11ms/step >12, 313/693, d1=0.457, d2=0.518 g=1.856 2/2 [==============================] - 0s 10ms/step >12, 314/693, d1=0.538, d2=0.479 g=1.783 2/2 [==============================] - 0s 12ms/step >12, 315/693, d1=0.594, d2=0.534 g=1.923 2/2 [==============================] - 0s 13ms/step >12, 316/693, d1=0.495, d2=0.472 g=2.042 2/2 [==============================] - 0s 12ms/step >12, 317/693, d1=0.507, d2=0.538 g=1.733 2/2 [==============================] - 0s 14ms/step >12, 318/693, d1=0.441, d2=0.510 g=1.750 2/2 [==============================] - 0s 14ms/step >12, 319/693, d1=0.589, d2=0.496 g=2.274 2/2 [==============================] - 0s 14ms/step >12, 320/693, d1=0.575, d2=0.520 g=1.938 2/2 [==============================] - 0s 12ms/step >12, 321/693, d1=0.557, d2=0.558 g=1.959 2/2 [==============================] - 0s 12ms/step >12, 322/693, d1=0.500, d2=0.494 g=1.546 2/2 [==============================] - 0s 14ms/step >12, 323/693, d1=0.492, d2=0.526 g=2.093 2/2 [==============================] - 0s 13ms/step >12, 324/693, d1=0.412, d2=0.471 g=2.126 2/2 [==============================] - 0s 13ms/step >12, 325/693, d1=0.631, d2=0.481 g=2.019 2/2 [==============================] - 0s 15ms/step >12, 326/693, d1=0.494, d2=0.481 g=1.928 2/2 [==============================] - 0s 13ms/step >12, 327/693, d1=0.614, d2=0.598 g=1.863 2/2 [==============================] - 0s 14ms/step >12, 328/693, d1=0.415, d2=0.472 g=1.781 2/2 [==============================] - 0s 13ms/step >12, 329/693, d1=0.533, d2=0.591 g=2.242 2/2 [==============================] - 0s 12ms/step >12, 330/693, d1=0.402, d2=0.515 g=2.757 2/2 [==============================] - 0s 12ms/step >12, 331/693, d1=0.601, d2=0.583 g=2.162 2/2 [==============================] - 0s 13ms/step >12, 332/693, d1=0.612, d2=0.469 g=2.632 2/2 [==============================] - 0s 12ms/step >12, 333/693, d1=0.695, d2=0.587 g=1.962 2/2 [==============================] - 0s 12ms/step >12, 334/693, d1=0.518, d2=0.497 g=1.507 2/2 [==============================] - 0s 12ms/step >12, 335/693, d1=0.516, d2=0.518 g=2.012 2/2 [==============================] - 0s 12ms/step >12, 336/693, d1=0.512, d2=0.373 g=1.634 2/2 [==============================] - 0s 12ms/step >12, 337/693, d1=0.542, d2=0.629 g=1.634 2/2 [==============================] - 0s 12ms/step >12, 338/693, d1=0.500, d2=0.565 g=1.775 2/2 [==============================] - 0s 13ms/step >12, 339/693, d1=0.621, d2=0.439 g=1.548 2/2 [==============================] - 0s 13ms/step >12, 340/693, d1=0.549, d2=0.500 g=2.209 2/2 [==============================] - 0s 13ms/step >12, 341/693, d1=0.483, d2=0.469 g=2.015 2/2 [==============================] - 0s 12ms/step >12, 342/693, d1=0.538, d2=0.500 g=1.232 2/2 [==============================] - 0s 14ms/step >12, 343/693, d1=0.439, d2=0.530 g=1.647 2/2 [==============================] - 0s 13ms/step >12, 344/693, d1=0.454, d2=0.498 g=1.874 2/2 [==============================] - 0s 13ms/step >12, 345/693, d1=0.467, d2=0.490 g=1.858 2/2 [==============================] - 0s 14ms/step >12, 346/693, d1=0.613, d2=0.485 g=1.619 2/2 [==============================] - 0s 14ms/step >12, 347/693, d1=0.492, d2=0.508 g=1.913 2/2 [==============================] - 0s 14ms/step >12, 348/693, d1=0.494, d2=0.473 g=2.050 2/2 [==============================] - 0s 14ms/step >12, 349/693, d1=0.571, d2=0.483 g=1.974 2/2 [==============================] - 0s 13ms/step >12, 350/693, d1=0.497, d2=0.516 g=1.816 2/2 [==============================] - 0s 12ms/step >12, 351/693, d1=0.445, d2=0.491 g=1.790 2/2 [==============================] - 0s 13ms/step >12, 352/693, d1=0.595, d2=0.491 g=1.942 2/2 [==============================] - 0s 13ms/step >12, 353/693, d1=0.496, d2=0.515 g=1.856 2/2 [==============================] - 0s 12ms/step >12, 354/693, d1=0.459, d2=0.451 g=1.928 2/2 [==============================] - 0s 13ms/step >12, 355/693, d1=0.468, d2=0.572 g=1.614 2/2 [==============================] - 0s 13ms/step >12, 356/693, d1=0.554, d2=0.470 g=2.153 2/2 [==============================] - 0s 13ms/step >12, 357/693, d1=0.639, d2=0.542 g=1.843 2/2 [==============================] - 0s 13ms/step >12, 358/693, d1=0.550, d2=0.492 g=2.111 2/2 [==============================] - 0s 14ms/step >12, 359/693, d1=0.500, d2=0.468 g=1.883 2/2 [==============================] - 0s 13ms/step >12, 360/693, d1=0.525, d2=0.520 g=1.362 2/2 [==============================] - 0s 13ms/step >12, 361/693, d1=0.442, d2=0.545 g=1.844 2/2 [==============================] - 0s 11ms/step >12, 362/693, d1=0.500, d2=0.500 g=1.792 2/2 [==============================] - 0s 11ms/step >12, 363/693, d1=0.648, d2=0.501 g=1.722 2/2 [==============================] - 0s 14ms/step >12, 364/693, d1=0.576, d2=0.678 g=2.481 2/2 [==============================] - 0s 12ms/step >12, 365/693, d1=0.574, d2=0.574 g=1.636 2/2 [==============================] - 0s 13ms/step >12, 366/693, d1=0.649, d2=0.512 g=1.909 2/2 [==============================] - 0s 14ms/step >12, 367/693, d1=0.508, d2=0.622 g=2.303 2/2 [==============================] - 0s 14ms/step >12, 368/693, d1=0.512, d2=0.466 g=2.557 2/2 [==============================] - 0s 11ms/step >12, 369/693, d1=0.449, d2=0.486 g=2.115 2/2 [==============================] - 0s 12ms/step >12, 370/693, d1=0.554, d2=0.476 g=2.057 2/2 [==============================] - 0s 13ms/step >12, 371/693, d1=0.586, d2=0.480 g=2.021 2/2 [==============================] - 0s 13ms/step >12, 372/693, d1=0.551, d2=0.531 g=1.955 2/2 [==============================] - 0s 13ms/step >12, 373/693, d1=0.538, d2=0.525 g=1.969 2/2 [==============================] - 0s 12ms/step >12, 374/693, d1=0.531, d2=0.497 g=1.889 2/2 [==============================] - 0s 11ms/step >12, 375/693, d1=0.447, d2=0.470 g=1.791 2/2 [==============================] - 0s 14ms/step >12, 376/693, d1=0.565, d2=0.470 g=1.802 2/2 [==============================] - 0s 13ms/step >12, 377/693, d1=0.510, d2=0.500 g=2.441 2/2 [==============================] - 0s 13ms/step >12, 378/693, d1=0.627, d2=0.507 g=2.193 2/2 [==============================] - 0s 12ms/step >12, 379/693, d1=0.515, d2=0.512 g=2.104 2/2 [==============================] - 0s 14ms/step >12, 380/693, d1=0.535, d2=0.527 g=1.611 2/2 [==============================] - 0s 12ms/step >12, 381/693, d1=0.383, d2=0.462 g=2.209 2/2 [==============================] - 0s 13ms/step >12, 382/693, d1=0.595, d2=0.437 g=1.436 2/2 [==============================] - 0s 11ms/step >12, 383/693, d1=0.448, d2=0.536 g=1.852 2/2 [==============================] - 0s 12ms/step >12, 384/693, d1=0.456, d2=0.525 g=1.783 2/2 [==============================] - 0s 14ms/step >12, 385/693, d1=0.495, d2=0.436 g=2.256 2/2 [==============================] - 0s 13ms/step >12, 386/693, d1=0.612, d2=0.480 g=2.379 2/2 [==============================] - 0s 14ms/step >12, 387/693, d1=0.556, d2=0.463 g=2.014 2/2 [==============================] - 0s 12ms/step >12, 388/693, d1=0.518, d2=0.474 g=1.764 2/2 [==============================] - 0s 13ms/step >12, 389/693, d1=0.480, d2=0.447 g=1.941 2/2 [==============================] - 0s 13ms/step >12, 390/693, d1=0.400, d2=0.595 g=2.448 2/2 [==============================] - 0s 13ms/step >12, 391/693, d1=0.600, d2=0.478 g=1.982 2/2 [==============================] - 0s 12ms/step >12, 392/693, d1=0.538, d2=0.543 g=2.131 2/2 [==============================] - 0s 12ms/step >12, 393/693, d1=0.490, d2=0.483 g=2.051 2/2 [==============================] - 0s 13ms/step >12, 394/693, d1=0.454, d2=0.482 g=2.073 2/2 [==============================] - 0s 13ms/step >12, 395/693, d1=0.546, d2=0.473 g=2.542 2/2 [==============================] - 0s 12ms/step >12, 396/693, d1=0.582, d2=0.507 g=2.466 2/2 [==============================] - 0s 14ms/step >12, 397/693, d1=0.445, d2=0.523 g=1.738 2/2 [==============================] - 0s 14ms/step >12, 398/693, d1=0.591, d2=0.455 g=1.738 2/2 [==============================] - 0s 13ms/step >12, 399/693, d1=0.434, d2=0.515 g=1.978 2/2 [==============================] - 0s 13ms/step >12, 400/693, d1=0.533, d2=0.519 g=2.055 2/2 [==============================] - 0s 12ms/step >12, 401/693, d1=0.605, d2=0.383 g=2.047 2/2 [==============================] - 0s 12ms/step >12, 402/693, d1=0.497, d2=0.558 g=2.375 2/2 [==============================] - 0s 12ms/step >12, 403/693, d1=0.446, d2=0.477 g=2.188 2/2 [==============================] - 0s 14ms/step >12, 404/693, d1=0.505, d2=0.416 g=1.901 2/2 [==============================] - 0s 14ms/step >12, 405/693, d1=0.465, d2=0.513 g=1.620 2/2 [==============================] - 0s 14ms/step >12, 406/693, d1=0.523, d2=0.511 g=1.936 2/2 [==============================] - 0s 13ms/step >12, 407/693, d1=0.588, d2=0.573 g=2.246 2/2 [==============================] - 0s 14ms/step >12, 408/693, d1=0.430, d2=0.469 g=1.841 2/2 [==============================] - 0s 14ms/step >12, 409/693, d1=0.670, d2=0.560 g=2.166 2/2 [==============================] - 0s 14ms/step >12, 410/693, d1=0.475, d2=0.470 g=1.578 2/2 [==============================] - 0s 14ms/step >12, 411/693, d1=0.608, d2=0.519 g=1.831 2/2 [==============================] - 0s 13ms/step >12, 412/693, d1=0.432, d2=0.449 g=1.749 2/2 [==============================] - 0s 12ms/step >12, 413/693, d1=0.481, d2=0.439 g=2.099 2/2 [==============================] - 0s 13ms/step >12, 414/693, d1=0.473, d2=0.541 g=2.407 2/2 [==============================] - 0s 14ms/step >12, 415/693, d1=0.617, d2=0.531 g=2.307 2/2 [==============================] - 0s 13ms/step >12, 416/693, d1=0.469, d2=0.515 g=1.587 2/2 [==============================] - 0s 11ms/step >12, 417/693, d1=0.494, d2=0.545 g=1.920 2/2 [==============================] - 0s 12ms/step >12, 418/693, d1=0.498, d2=0.451 g=2.335 2/2 [==============================] - 0s 14ms/step >12, 419/693, d1=0.532, d2=0.434 g=2.326 2/2 [==============================] - 0s 15ms/step >12, 420/693, d1=0.548, d2=0.535 g=2.656 2/2 [==============================] - 0s 14ms/step >12, 421/693, d1=0.423, d2=0.451 g=2.359 2/2 [==============================] - 0s 14ms/step >12, 422/693, d1=0.599, d2=0.445 g=2.557 2/2 [==============================] - 0s 12ms/step >12, 423/693, d1=0.452, d2=0.500 g=2.164 2/2 [==============================] - 0s 13ms/step >12, 424/693, d1=0.485, d2=0.521 g=2.659 2/2 [==============================] - 0s 11ms/step >12, 425/693, d1=0.485, d2=0.474 g=2.300 2/2 [==============================] - 0s 12ms/step >12, 426/693, d1=0.554, d2=0.500 g=1.811 2/2 [==============================] - 0s 14ms/step >12, 427/693, d1=0.517, d2=0.484 g=1.803 2/2 [==============================] - 0s 12ms/step >12, 428/693, d1=0.509, d2=0.476 g=2.205 2/2 [==============================] - 0s 12ms/step >12, 429/693, d1=0.455, d2=0.582 g=2.033 2/2 [==============================] - 0s 13ms/step >12, 430/693, d1=0.569, d2=0.545 g=2.283 2/2 [==============================] - 0s 12ms/step >12, 431/693, d1=0.506, d2=0.478 g=1.637 2/2 [==============================] - 0s 13ms/step >12, 432/693, d1=0.654, d2=0.483 g=2.237 2/2 [==============================] - 0s 13ms/step >12, 433/693, d1=0.408, d2=0.542 g=1.931 2/2 [==============================] - 0s 14ms/step >12, 434/693, d1=0.545, d2=0.453 g=2.271 2/2 [==============================] - 0s 14ms/step >12, 435/693, d1=0.628, d2=0.407 g=1.877 2/2 [==============================] - 0s 13ms/step >12, 436/693, d1=0.526, d2=0.528 g=2.031 2/2 [==============================] - 0s 13ms/step >12, 437/693, d1=0.452, d2=0.483 g=1.766 2/2 [==============================] - 0s 14ms/step >12, 438/693, d1=0.399, d2=0.439 g=2.503 2/2 [==============================] - 0s 12ms/step >12, 439/693, d1=0.544, d2=0.464 g=2.443 2/2 [==============================] - 0s 12ms/step >12, 440/693, d1=0.506, d2=0.482 g=1.998 2/2 [==============================] - 0s 11ms/step >12, 441/693, d1=0.560, d2=0.433 g=1.395 2/2 [==============================] - 0s 12ms/step >12, 442/693, d1=0.467, d2=0.528 g=1.691 2/2 [==============================] - 0s 12ms/step >12, 443/693, d1=0.527, d2=0.553 g=2.157 2/2 [==============================] - 0s 14ms/step >12, 444/693, d1=0.497, d2=0.533 g=1.972 2/2 [==============================] - 0s 13ms/step >12, 445/693, d1=0.695, d2=0.497 g=2.052 2/2 [==============================] - 0s 12ms/step >12, 446/693, d1=0.480, d2=0.540 g=1.830 2/2 [==============================] - 0s 12ms/step >12, 447/693, d1=0.532, d2=0.481 g=1.914 2/2 [==============================] - 0s 12ms/step >12, 448/693, d1=0.529, d2=0.442 g=1.852 2/2 [==============================] - 0s 12ms/step >12, 449/693, d1=0.459, d2=0.461 g=2.002 2/2 [==============================] - 0s 13ms/step >12, 450/693, d1=0.489, d2=0.606 g=1.822 2/2 [==============================] - 0s 12ms/step >12, 451/693, d1=0.506, d2=0.398 g=1.634 2/2 [==============================] - 0s 13ms/step >12, 452/693, d1=0.507, d2=0.466 g=1.814 2/2 [==============================] - 0s 12ms/step >12, 453/693, d1=0.445, d2=0.578 g=1.762 2/2 [==============================] - 0s 12ms/step >12, 454/693, d1=0.631, d2=0.579 g=1.808 2/2 [==============================] - 0s 15ms/step >12, 455/693, d1=0.614, d2=0.479 g=1.919 2/2 [==============================] - 0s 13ms/step >12, 456/693, d1=0.368, d2=0.497 g=1.880 2/2 [==============================] - 0s 14ms/step >12, 457/693, d1=0.491, d2=0.473 g=1.901 2/2 [==============================] - 0s 12ms/step >12, 458/693, d1=0.657, d2=0.571 g=2.078 2/2 [==============================] - 0s 12ms/step >12, 459/693, d1=0.510, d2=0.515 g=2.117 2/2 [==============================] - 0s 14ms/step >12, 460/693, d1=0.517, d2=0.576 g=2.122 2/2 [==============================] - 0s 13ms/step >12, 461/693, d1=0.421, d2=0.541 g=2.323 2/2 [==============================] - 0s 13ms/step >12, 462/693, d1=0.520, d2=0.427 g=2.033 2/2 [==============================] - 0s 14ms/step >12, 463/693, d1=0.503, d2=0.458 g=1.784 2/2 [==============================] - 0s 15ms/step >12, 464/693, d1=0.550, d2=0.477 g=2.199 2/2 [==============================] - 0s 13ms/step >12, 465/693, d1=0.506, d2=0.423 g=1.848 2/2 [==============================] - 0s 14ms/step >12, 466/693, d1=0.478, d2=0.611 g=2.340 2/2 [==============================] - 0s 13ms/step >12, 467/693, d1=0.423, d2=0.391 g=2.357 2/2 [==============================] - 0s 13ms/step >12, 468/693, d1=0.554, d2=0.438 g=1.681 2/2 [==============================] - 0s 14ms/step >12, 469/693, d1=0.432, d2=0.509 g=1.495 2/2 [==============================] - 0s 12ms/step >12, 470/693, d1=0.588, d2=0.564 g=2.348 2/2 [==============================] - 0s 12ms/step >12, 471/693, d1=0.493, d2=0.451 g=2.093 2/2 [==============================] - 0s 12ms/step >12, 472/693, d1=0.630, d2=0.494 g=1.482 2/2 [==============================] - 0s 13ms/step >12, 473/693, d1=0.473, d2=0.493 g=1.855 2/2 [==============================] - 0s 14ms/step >12, 474/693, d1=0.568, d2=0.550 g=2.573 2/2 [==============================] - 0s 13ms/step >12, 475/693, d1=0.552, d2=0.582 g=2.361 2/2 [==============================] - 0s 14ms/step >12, 476/693, d1=0.546, d2=0.518 g=2.099 2/2 [==============================] - 0s 12ms/step >12, 477/693, d1=0.584, d2=0.485 g=2.358 2/2 [==============================] - 0s 13ms/step >12, 478/693, d1=0.570, d2=0.580 g=1.773 2/2 [==============================] - 0s 14ms/step >12, 479/693, d1=0.496, d2=0.458 g=1.767 2/2 [==============================] - 0s 12ms/step >12, 480/693, d1=0.523, d2=0.625 g=2.323 2/2 [==============================] - 0s 12ms/step >12, 481/693, d1=0.506, d2=0.498 g=1.786 2/2 [==============================] - 0s 13ms/step >12, 482/693, d1=0.557, d2=0.432 g=2.094 2/2 [==============================] - 0s 13ms/step >12, 483/693, d1=0.527, d2=0.493 g=1.512 2/2 [==============================] - 0s 14ms/step >12, 484/693, d1=0.443, d2=0.497 g=2.144 2/2 [==============================] - 0s 12ms/step >12, 485/693, d1=0.556, d2=0.560 g=1.987 2/2 [==============================] - 0s 14ms/step >12, 486/693, d1=0.527, d2=0.509 g=2.352 2/2 [==============================] - 0s 12ms/step >12, 487/693, d1=0.613, d2=0.444 g=2.457 2/2 [==============================] - 0s 13ms/step >12, 488/693, d1=0.511, d2=0.573 g=1.898 2/2 [==============================] - 0s 13ms/step >12, 489/693, d1=0.507, d2=0.557 g=1.891 2/2 [==============================] - 0s 12ms/step >12, 490/693, d1=0.537, d2=0.463 g=1.688 2/2 [==============================] - 0s 13ms/step >12, 491/693, d1=0.642, d2=0.501 g=1.893 2/2 [==============================] - 0s 12ms/step >12, 492/693, d1=0.495, d2=0.494 g=1.827 2/2 [==============================] - 0s 13ms/step >12, 493/693, d1=0.521, d2=0.466 g=2.262 2/2 [==============================] - 0s 12ms/step >12, 494/693, d1=0.465, d2=0.553 g=2.101 2/2 [==============================] - 0s 12ms/step >12, 495/693, d1=0.571, d2=0.385 g=1.773 2/2 [==============================] - 0s 12ms/step >12, 496/693, d1=0.561, d2=0.472 g=1.744 2/2 [==============================] - 0s 13ms/step >12, 497/693, d1=0.415, d2=0.497 g=2.448 2/2 [==============================] - 0s 12ms/step >12, 498/693, d1=0.490, d2=0.524 g=1.910 2/2 [==============================] - 0s 13ms/step >12, 499/693, d1=0.493, d2=0.556 g=2.298 2/2 [==============================] - 0s 12ms/step >12, 500/693, d1=0.575, d2=0.427 g=1.778 2/2 [==============================] - 0s 13ms/step >12, 501/693, d1=0.533, d2=0.407 g=2.010 2/2 [==============================] - 0s 13ms/step >12, 502/693, d1=0.503, d2=0.570 g=2.204 2/2 [==============================] - 0s 13ms/step >12, 503/693, d1=0.469, d2=0.471 g=1.819 2/2 [==============================] - 0s 14ms/step >12, 504/693, d1=0.472, d2=0.364 g=1.650 2/2 [==============================] - 0s 13ms/step >12, 505/693, d1=0.387, d2=0.437 g=1.824 2/2 [==============================] - 0s 13ms/step >12, 506/693, d1=0.460, d2=0.557 g=2.344 2/2 [==============================] - 0s 14ms/step >12, 507/693, d1=0.571, d2=0.417 g=1.907 2/2 [==============================] - 0s 14ms/step >12, 508/693, d1=0.567, d2=0.432 g=1.590 2/2 [==============================] - 0s 12ms/step >12, 509/693, d1=0.404, d2=0.506 g=2.013 2/2 [==============================] - 0s 13ms/step >12, 510/693, d1=0.450, d2=0.458 g=2.055 2/2 [==============================] - 0s 13ms/step >12, 511/693, d1=0.571, d2=0.475 g=2.207 2/2 [==============================] - 0s 13ms/step >12, 512/693, d1=0.516, d2=0.521 g=2.422 2/2 [==============================] - 0s 12ms/step >12, 513/693, d1=0.527, d2=0.510 g=1.565 2/2 [==============================] - 0s 12ms/step >12, 514/693, d1=0.422, d2=0.488 g=2.068 2/2 [==============================] - 0s 11ms/step >12, 515/693, d1=0.588, d2=0.404 g=1.939 2/2 [==============================] - 0s 13ms/step >12, 516/693, d1=0.581, d2=0.470 g=2.164 2/2 [==============================] - 0s 14ms/step >12, 517/693, d1=0.647, d2=0.568 g=1.997 2/2 [==============================] - 0s 15ms/step >12, 518/693, d1=0.474, d2=0.513 g=2.041 2/2 [==============================] - 0s 12ms/step >12, 519/693, d1=0.516, d2=0.504 g=2.140 2/2 [==============================] - 0s 13ms/step >12, 520/693, d1=0.552, d2=0.536 g=1.916 2/2 [==============================] - 0s 12ms/step >12, 521/693, d1=0.552, d2=0.522 g=1.863 2/2 [==============================] - 0s 13ms/step >12, 522/693, d1=0.545, d2=0.581 g=2.065 2/2 [==============================] - 0s 14ms/step >12, 523/693, d1=0.546, d2=0.439 g=2.256 2/2 [==============================] - 0s 14ms/step >12, 524/693, d1=0.575, d2=0.470 g=2.016 2/2 [==============================] - 0s 11ms/step >12, 525/693, d1=0.561, d2=0.589 g=1.691 2/2 [==============================] - 0s 11ms/step >12, 526/693, d1=0.585, d2=0.549 g=2.059 2/2 [==============================] - 0s 14ms/step >12, 527/693, d1=0.495, d2=0.577 g=2.020 2/2 [==============================] - 0s 12ms/step >12, 528/693, d1=0.555, d2=0.460 g=1.974 2/2 [==============================] - 0s 13ms/step >12, 529/693, d1=0.550, d2=0.472 g=2.154 2/2 [==============================] - 0s 13ms/step >12, 530/693, d1=0.573, d2=0.435 g=1.790 2/2 [==============================] - 0s 13ms/step >12, 531/693, d1=0.553, d2=0.554 g=2.101 2/2 [==============================] - 0s 13ms/step >12, 532/693, d1=0.484, d2=0.559 g=1.810 2/2 [==============================] - 0s 14ms/step >12, 533/693, d1=0.625, d2=0.611 g=1.967 2/2 [==============================] - 0s 12ms/step >12, 534/693, d1=0.569, d2=0.534 g=1.891 2/2 [==============================] - 0s 13ms/step >12, 535/693, d1=0.505, d2=0.613 g=2.328 2/2 [==============================] - 0s 12ms/step >12, 536/693, d1=0.536, d2=0.372 g=2.269 2/2 [==============================] - 0s 11ms/step >12, 537/693, d1=0.591, d2=0.509 g=1.847 2/2 [==============================] - 0s 13ms/step >12, 538/693, d1=0.429, d2=0.488 g=1.650 2/2 [==============================] - 0s 13ms/step >12, 539/693, d1=0.599, d2=0.399 g=2.026 2/2 [==============================] - 0s 13ms/step >12, 540/693, d1=0.522, d2=0.577 g=1.945 2/2 [==============================] - 0s 14ms/step >12, 541/693, d1=0.515, d2=0.453 g=2.216 2/2 [==============================] - 0s 13ms/step >12, 542/693, d1=0.514, d2=0.533 g=2.415 2/2 [==============================] - 0s 14ms/step >12, 543/693, d1=0.503, d2=0.497 g=1.821 2/2 [==============================] - 0s 14ms/step >12, 544/693, d1=0.529, d2=0.496 g=2.691 2/2 [==============================] - 0s 14ms/step >12, 545/693, d1=0.481, d2=0.490 g=2.215 2/2 [==============================] - 0s 13ms/step >12, 546/693, d1=0.412, d2=0.471 g=1.885 2/2 [==============================] - 0s 14ms/step >12, 547/693, d1=0.444, d2=0.514 g=1.605 2/2 [==============================] - 0s 14ms/step >12, 548/693, d1=0.624, d2=0.553 g=1.706 2/2 [==============================] - 0s 12ms/step >12, 549/693, d1=0.678, d2=0.404 g=2.120 2/2 [==============================] - 0s 14ms/step >12, 550/693, d1=0.541, d2=0.614 g=1.672 2/2 [==============================] - 0s 13ms/step >12, 551/693, d1=0.591, d2=0.662 g=1.777 2/2 [==============================] - 0s 13ms/step >12, 552/693, d1=0.559, d2=0.471 g=2.156 2/2 [==============================] - 0s 13ms/step >12, 553/693, d1=0.471, d2=0.483 g=1.700 2/2 [==============================] - 0s 13ms/step >12, 554/693, d1=0.531, d2=0.422 g=2.012 2/2 [==============================] - 0s 13ms/step >12, 555/693, d1=0.546, d2=0.439 g=2.287 2/2 [==============================] - 0s 13ms/step >12, 556/693, d1=0.563, d2=0.482 g=1.915 2/2 [==============================] - 0s 13ms/step >12, 557/693, d1=0.556, d2=0.641 g=2.048 2/2 [==============================] - 0s 12ms/step >12, 558/693, d1=0.454, d2=0.487 g=2.268 2/2 [==============================] - 0s 12ms/step >12, 559/693, d1=0.599, d2=0.504 g=1.543 2/2 [==============================] - 0s 13ms/step >12, 560/693, d1=0.462, d2=0.589 g=1.919 2/2 [==============================] - 0s 12ms/step >12, 561/693, d1=0.510, d2=0.516 g=2.382 2/2 [==============================] - 0s 11ms/step >12, 562/693, d1=0.458, d2=0.527 g=2.043 2/2 [==============================] - 0s 12ms/step >12, 563/693, d1=0.427, d2=0.414 g=1.684 2/2 [==============================] - 0s 13ms/step >12, 564/693, d1=0.483, d2=0.403 g=1.975 2/2 [==============================] - 0s 14ms/step >12, 565/693, d1=0.566, d2=0.473 g=1.989 2/2 [==============================] - 0s 12ms/step >12, 566/693, d1=0.434, d2=0.461 g=1.656 2/2 [==============================] - 0s 13ms/step >12, 567/693, d1=0.508, d2=0.418 g=1.979 2/2 [==============================] - 0s 14ms/step >12, 568/693, d1=0.631, d2=0.598 g=2.001 2/2 [==============================] - 0s 13ms/step >12, 569/693, d1=0.692, d2=0.486 g=1.830 2/2 [==============================] - 0s 13ms/step >12, 570/693, d1=0.498, d2=0.557 g=1.916 2/2 [==============================] - 0s 13ms/step >12, 571/693, d1=0.508, d2=0.479 g=2.080 2/2 [==============================] - 0s 13ms/step >12, 572/693, d1=0.576, d2=0.530 g=2.036 2/2 [==============================] - 0s 13ms/step >12, 573/693, d1=0.485, d2=0.526 g=1.585 2/2 [==============================] - 0s 13ms/step >12, 574/693, d1=0.445, d2=0.466 g=1.878 2/2 [==============================] - 0s 12ms/step >12, 575/693, d1=0.522, d2=0.544 g=1.762 2/2 [==============================] - 0s 12ms/step >12, 576/693, d1=0.537, d2=0.562 g=1.825 2/2 [==============================] - 0s 13ms/step >12, 577/693, d1=0.623, d2=0.491 g=2.234 2/2 [==============================] - 0s 13ms/step >12, 578/693, d1=0.566, d2=0.512 g=1.809 2/2 [==============================] - 0s 12ms/step >12, 579/693, d1=0.587, d2=0.587 g=1.840 2/2 [==============================] - 0s 13ms/step >12, 580/693, d1=0.479, d2=0.523 g=2.287 2/2 [==============================] - 0s 12ms/step >12, 581/693, d1=0.523, d2=0.438 g=2.648 2/2 [==============================] - 0s 12ms/step >12, 582/693, d1=0.525, d2=0.508 g=1.889 2/2 [==============================] - 0s 12ms/step >12, 583/693, d1=0.579, d2=0.548 g=1.555 2/2 [==============================] - 0s 11ms/step >12, 584/693, d1=0.496, d2=0.487 g=1.732 2/2 [==============================] - 0s 12ms/step >12, 585/693, d1=0.566, d2=0.503 g=1.835 2/2 [==============================] - 0s 12ms/step >12, 586/693, d1=0.458, d2=0.531 g=2.193 2/2 [==============================] - 0s 11ms/step >12, 587/693, d1=0.609, d2=0.430 g=1.985 2/2 [==============================] - 0s 12ms/step >12, 588/693, d1=0.510, d2=0.548 g=2.083 2/2 [==============================] - 0s 13ms/step >12, 589/693, d1=0.525, d2=0.537 g=2.120 2/2 [==============================] - 0s 12ms/step >12, 590/693, d1=0.553, d2=0.449 g=2.249 2/2 [==============================] - 0s 13ms/step >12, 591/693, d1=0.597, d2=0.549 g=1.943 2/2 [==============================] - 0s 16ms/step >12, 592/693, d1=0.445, d2=0.538 g=2.036 2/2 [==============================] - 0s 13ms/step >12, 593/693, d1=0.505, d2=0.478 g=2.048 2/2 [==============================] - 0s 12ms/step >12, 594/693, d1=0.555, d2=0.520 g=2.086 2/2 [==============================] - 0s 11ms/step >12, 595/693, d1=0.523, d2=0.452 g=1.844 2/2 [==============================] - 0s 12ms/step >12, 596/693, d1=0.568, d2=0.608 g=1.593 2/2 [==============================] - 0s 12ms/step >12, 597/693, d1=0.462, d2=0.438 g=2.108 2/2 [==============================] - 0s 14ms/step >12, 598/693, d1=0.527, d2=0.480 g=2.008 2/2 [==============================] - 0s 12ms/step >12, 599/693, d1=0.499, d2=0.447 g=2.069 2/2 [==============================] - 0s 13ms/step >12, 600/693, d1=0.533, d2=0.495 g=1.847 2/2 [==============================] - 0s 13ms/step >12, 601/693, d1=0.550, d2=0.446 g=2.494 2/2 [==============================] - 0s 11ms/step >12, 602/693, d1=0.557, d2=0.487 g=1.538 2/2 [==============================] - 0s 13ms/step >12, 603/693, d1=0.501, d2=0.578 g=1.921 2/2 [==============================] - 0s 12ms/step >12, 604/693, d1=0.411, d2=0.548 g=2.125 2/2 [==============================] - 0s 11ms/step >12, 605/693, d1=0.474, d2=0.501 g=2.279 2/2 [==============================] - 0s 12ms/step >12, 606/693, d1=0.557, d2=0.453 g=2.259 2/2 [==============================] - 0s 13ms/step >12, 607/693, d1=0.568, d2=0.443 g=2.009 2/2 [==============================] - 0s 13ms/step >12, 608/693, d1=0.492, d2=0.453 g=1.695 2/2 [==============================] - 0s 13ms/step >12, 609/693, d1=0.365, d2=0.551 g=1.828 2/2 [==============================] - 0s 13ms/step >12, 610/693, d1=0.538, d2=0.485 g=1.846 2/2 [==============================] - 0s 13ms/step >12, 611/693, d1=0.593, d2=0.465 g=1.925 2/2 [==============================] - 0s 14ms/step >12, 612/693, d1=0.512, d2=0.441 g=1.735 2/2 [==============================] - 0s 14ms/step >12, 613/693, d1=0.559, d2=0.533 g=1.928 2/2 [==============================] - 0s 13ms/step >12, 614/693, d1=0.570, d2=0.450 g=2.099 2/2 [==============================] - 0s 12ms/step >12, 615/693, d1=0.503, d2=0.540 g=2.053 2/2 [==============================] - 0s 13ms/step >12, 616/693, d1=0.533, d2=0.538 g=1.714 2/2 [==============================] - 0s 14ms/step >12, 617/693, d1=0.512, d2=0.442 g=2.048 2/2 [==============================] - 0s 15ms/step >12, 618/693, d1=0.611, d2=0.444 g=1.671 2/2 [==============================] - 0s 13ms/step >12, 619/693, d1=0.453, d2=0.541 g=1.764 2/2 [==============================] - 0s 14ms/step >12, 620/693, d1=0.571, d2=0.485 g=1.888 2/2 [==============================] - 0s 14ms/step >12, 621/693, d1=0.417, d2=0.487 g=2.000 2/2 [==============================] - 0s 13ms/step >12, 622/693, d1=0.640, d2=0.500 g=2.135 2/2 [==============================] - 0s 14ms/step >12, 623/693, d1=0.532, d2=0.585 g=2.002 2/2 [==============================] - 0s 13ms/step >12, 624/693, d1=0.472, d2=0.468 g=1.911 2/2 [==============================] - 0s 12ms/step >12, 625/693, d1=0.708, d2=0.519 g=1.874 2/2 [==============================] - 0s 12ms/step >12, 626/693, d1=0.507, d2=0.495 g=1.839 2/2 [==============================] - 0s 12ms/step >12, 627/693, d1=0.438, d2=0.540 g=1.958 2/2 [==============================] - 0s 12ms/step >12, 628/693, d1=0.559, d2=0.506 g=2.000 2/2 [==============================] - 0s 12ms/step >12, 629/693, d1=0.617, d2=0.527 g=2.244 2/2 [==============================] - 0s 13ms/step >12, 630/693, d1=0.529, d2=0.541 g=1.893 2/2 [==============================] - 0s 13ms/step >12, 631/693, d1=0.456, d2=0.477 g=1.954 2/2 [==============================] - 0s 13ms/step >12, 632/693, d1=0.606, d2=0.437 g=1.781 2/2 [==============================] - 0s 13ms/step >12, 633/693, d1=0.519, d2=0.539 g=1.900 2/2 [==============================] - 0s 13ms/step >12, 634/693, d1=0.398, d2=0.496 g=1.997 2/2 [==============================] - 0s 12ms/step >12, 635/693, d1=0.589, d2=0.524 g=1.952 2/2 [==============================] - 0s 13ms/step >12, 636/693, d1=0.547, d2=0.484 g=2.076 2/2 [==============================] - 0s 13ms/step >12, 637/693, d1=0.499, d2=0.529 g=2.269 2/2 [==============================] - 0s 13ms/step >12, 638/693, d1=0.435, d2=0.443 g=2.214 2/2 [==============================] - 0s 14ms/step >12, 639/693, d1=0.512, d2=0.507 g=1.758 2/2 [==============================] - 0s 14ms/step >12, 640/693, d1=0.551, d2=0.539 g=2.294 2/2 [==============================] - 0s 12ms/step >12, 641/693, d1=0.518, d2=0.468 g=2.287 2/2 [==============================] - 0s 14ms/step >12, 642/693, d1=0.523, d2=0.548 g=1.960 2/2 [==============================] - 0s 12ms/step >12, 643/693, d1=0.430, d2=0.489 g=1.845 2/2 [==============================] - 0s 12ms/step >12, 644/693, d1=0.539, d2=0.436 g=1.852 2/2 [==============================] - 0s 12ms/step >12, 645/693, d1=0.488, d2=0.505 g=1.852 2/2 [==============================] - 0s 12ms/step >12, 646/693, d1=0.538, d2=0.373 g=1.842 2/2 [==============================] - 0s 13ms/step >12, 647/693, d1=0.388, d2=0.507 g=2.482 2/2 [==============================] - 0s 12ms/step >12, 648/693, d1=0.533, d2=0.492 g=1.743 2/2 [==============================] - 0s 13ms/step >12, 649/693, d1=0.472, d2=0.417 g=2.223 2/2 [==============================] - 0s 12ms/step >12, 650/693, d1=0.536, d2=0.568 g=1.898 2/2 [==============================] - 0s 12ms/step >12, 651/693, d1=0.499, d2=0.404 g=2.134 2/2 [==============================] - 0s 12ms/step >12, 652/693, d1=0.511, d2=0.483 g=2.308 2/2 [==============================] - 0s 12ms/step >12, 653/693, d1=0.454, d2=0.425 g=2.006 2/2 [==============================] - 0s 11ms/step >12, 654/693, d1=0.458, d2=0.559 g=2.158 2/2 [==============================] - 0s 14ms/step >12, 655/693, d1=0.505, d2=0.481 g=2.161 2/2 [==============================] - 0s 14ms/step >12, 656/693, d1=0.699, d2=0.449 g=1.503 2/2 [==============================] - 0s 14ms/step >12, 657/693, d1=0.489, d2=0.635 g=2.082 2/2 [==============================] - 0s 14ms/step >12, 658/693, d1=0.498, d2=0.522 g=1.904 2/2 [==============================] - 0s 12ms/step >12, 659/693, d1=0.497, d2=0.579 g=1.910 2/2 [==============================] - 0s 13ms/step >12, 660/693, d1=0.527, d2=0.460 g=2.316 2/2 [==============================] - 0s 14ms/step >12, 661/693, d1=0.485, d2=0.454 g=2.042 2/2 [==============================] - 0s 14ms/step >12, 662/693, d1=0.572, d2=0.384 g=2.156 2/2 [==============================] - 0s 13ms/step >12, 663/693, d1=0.510, d2=0.579 g=2.268 2/2 [==============================] - 0s 15ms/step >12, 664/693, d1=0.445, d2=0.535 g=2.176 2/2 [==============================] - 0s 13ms/step >12, 665/693, d1=0.596, d2=0.387 g=1.875 2/2 [==============================] - 0s 14ms/step >12, 666/693, d1=0.664, d2=0.545 g=1.664 2/2 [==============================] - 0s 14ms/step >12, 667/693, d1=0.483, d2=0.598 g=2.667 2/2 [==============================] - 0s 13ms/step >12, 668/693, d1=0.442, d2=0.436 g=1.785 2/2 [==============================] - 0s 13ms/step >12, 669/693, d1=0.440, d2=0.550 g=1.799 2/2 [==============================] - 0s 13ms/step >12, 670/693, d1=0.519, d2=0.446 g=2.435 2/2 [==============================] - 0s 14ms/step >12, 671/693, d1=0.536, d2=0.499 g=2.084 2/2 [==============================] - 0s 14ms/step >12, 672/693, d1=0.521, d2=0.454 g=2.315 2/2 [==============================] - 0s 14ms/step >12, 673/693, d1=0.494, d2=0.520 g=2.154 2/2 [==============================] - 0s 13ms/step >12, 674/693, d1=0.474, d2=0.576 g=1.909 2/2 [==============================] - 0s 12ms/step >12, 675/693, d1=0.512, d2=0.430 g=2.110 2/2 [==============================] - 0s 12ms/step >12, 676/693, d1=0.652, d2=0.440 g=1.909 2/2 [==============================] - 0s 12ms/step >12, 677/693, d1=0.475, d2=0.465 g=1.457 2/2 [==============================] - 0s 12ms/step >12, 678/693, d1=0.466, d2=0.586 g=2.137 2/2 [==============================] - 0s 12ms/step >12, 679/693, d1=0.554, d2=0.519 g=1.997 2/2 [==============================] - 0s 13ms/step >12, 680/693, d1=0.675, d2=0.491 g=2.014 2/2 [==============================] - 0s 12ms/step >12, 681/693, d1=0.502, d2=0.527 g=1.749 2/2 [==============================] - 0s 14ms/step >12, 682/693, d1=0.527, d2=0.436 g=2.637 2/2 [==============================] - 0s 13ms/step >12, 683/693, d1=0.472, d2=0.482 g=1.778 2/2 [==============================] - 0s 14ms/step >12, 684/693, d1=0.640, d2=0.521 g=1.683 2/2 [==============================] - 0s 12ms/step >12, 685/693, d1=0.494, d2=0.605 g=1.964 2/2 [==============================] - 0s 11ms/step >12, 686/693, d1=0.411, d2=0.486 g=1.851 2/2 [==============================] - 0s 12ms/step >12, 687/693, d1=0.631, d2=0.458 g=1.711 2/2 [==============================] - 0s 12ms/step >12, 688/693, d1=0.415, d2=0.501 g=2.271 2/2 [==============================] - 0s 13ms/step >12, 689/693, d1=0.527, d2=0.441 g=1.728 2/2 [==============================] - 0s 13ms/step >12, 690/693, d1=0.573, d2=0.571 g=2.300 2/2 [==============================] - 0s 12ms/step >12, 691/693, d1=0.515, d2=0.533 g=2.068 2/2 [==============================] - 0s 13ms/step >12, 692/693, d1=0.441, d2=0.462 g=2.124 2/2 [==============================] - 0s 14ms/step >12, 693/693, d1=0.529, d2=0.454 g=1.786 2/2 [==============================] - 0s 13ms/step >13, 1/693, d1=0.574, d2=0.529 g=1.874 2/2 [==============================] - 0s 12ms/step >13, 2/693, d1=0.524, d2=0.480 g=1.680 2/2 [==============================] - 0s 11ms/step >13, 3/693, d1=0.537, d2=0.453 g=2.521 2/2 [==============================] - 0s 13ms/step >13, 4/693, d1=0.494, d2=0.572 g=1.843 2/2 [==============================] - 0s 13ms/step >13, 5/693, d1=0.465, d2=0.443 g=2.224 2/2 [==============================] - 0s 13ms/step >13, 6/693, d1=0.403, d2=0.430 g=1.883 2/2 [==============================] - 0s 13ms/step >13, 7/693, d1=0.589, d2=0.321 g=2.275 2/2 [==============================] - 0s 12ms/step >13, 8/693, d1=0.547, d2=0.457 g=2.010 2/2 [==============================] - 0s 12ms/step >13, 9/693, d1=0.507, d2=0.674 g=1.919 2/2 [==============================] - 0s 13ms/step >13, 10/693, d1=0.506, d2=0.521 g=1.808 2/2 [==============================] - 0s 13ms/step >13, 11/693, d1=0.499, d2=0.442 g=1.835 2/2 [==============================] - 0s 13ms/step >13, 12/693, d1=0.634, d2=0.553 g=1.808 2/2 [==============================] - 0s 14ms/step >13, 13/693, d1=0.494, d2=0.526 g=1.823 2/2 [==============================] - 0s 13ms/step >13, 14/693, d1=0.531, d2=0.517 g=1.738 2/2 [==============================] - 0s 14ms/step >13, 15/693, d1=0.511, d2=0.482 g=1.568 2/2 [==============================] - 0s 14ms/step >13, 16/693, d1=0.496, d2=0.501 g=1.903 2/2 [==============================] - 0s 14ms/step >13, 17/693, d1=0.420, d2=0.447 g=2.036 2/2 [==============================] - 0s 12ms/step >13, 18/693, d1=0.565, d2=0.477 g=1.775 2/2 [==============================] - 0s 13ms/step >13, 19/693, d1=0.464, d2=0.568 g=2.017 2/2 [==============================] - 0s 14ms/step >13, 20/693, d1=0.427, d2=0.388 g=2.058 2/2 [==============================] - 0s 13ms/step >13, 21/693, d1=0.463, d2=0.465 g=1.922 2/2 [==============================] - 0s 14ms/step >13, 22/693, d1=0.506, d2=0.434 g=1.848 2/2 [==============================] - 0s 13ms/step >13, 23/693, d1=0.637, d2=0.441 g=2.243 2/2 [==============================] - 0s 13ms/step >13, 24/693, d1=0.447, d2=0.588 g=2.002 2/2 [==============================] - 0s 13ms/step >13, 25/693, d1=0.524, d2=0.511 g=1.961 2/2 [==============================] - 0s 13ms/step >13, 26/693, d1=0.495, d2=0.460 g=2.011 2/2 [==============================] - 0s 13ms/step >13, 27/693, d1=0.464, d2=0.494 g=1.743 2/2 [==============================] - 0s 13ms/step >13, 28/693, d1=0.800, d2=0.529 g=2.305 2/2 [==============================] - 0s 12ms/step >13, 29/693, d1=0.472, d2=0.533 g=2.073 2/2 [==============================] - 0s 12ms/step >13, 30/693, d1=0.550, d2=0.577 g=1.867 2/2 [==============================] - 0s 12ms/step >13, 31/693, d1=0.558, d2=0.593 g=1.502 2/2 [==============================] - 0s 13ms/step >13, 32/693, d1=0.468, d2=0.527 g=1.873 2/2 [==============================] - 0s 11ms/step >13, 33/693, d1=0.477, d2=0.435 g=2.053 2/2 [==============================] - 0s 12ms/step >13, 34/693, d1=0.596, d2=0.436 g=1.883 2/2 [==============================] - 0s 12ms/step >13, 35/693, d1=0.601, d2=0.556 g=1.679 2/2 [==============================] - 0s 12ms/step >13, 36/693, d1=0.455, d2=0.505 g=2.571 2/2 [==============================] - 0s 12ms/step >13, 37/693, d1=0.657, d2=0.484 g=1.776 2/2 [==============================] - 0s 12ms/step >13, 38/693, d1=0.507, d2=0.510 g=2.233 2/2 [==============================] - 0s 11ms/step >13, 39/693, d1=0.467, d2=0.447 g=1.800 2/2 [==============================] - 0s 14ms/step >13, 40/693, d1=0.411, d2=0.387 g=1.875 2/2 [==============================] - 0s 13ms/step >13, 41/693, d1=0.485, d2=0.482 g=1.970 2/2 [==============================] - 0s 13ms/step >13, 42/693, d1=0.570, d2=0.532 g=1.895 2/2 [==============================] - 0s 12ms/step >13, 43/693, d1=0.567, d2=0.538 g=2.335 2/2 [==============================] - 0s 13ms/step >13, 44/693, d1=0.481, d2=0.549 g=1.943 2/2 [==============================] - 0s 11ms/step >13, 45/693, d1=0.530, d2=0.404 g=1.958 2/2 [==============================] - 0s 12ms/step >13, 46/693, d1=0.517, d2=0.576 g=1.844 2/2 [==============================] - 0s 13ms/step >13, 47/693, d1=0.555, d2=0.506 g=1.492 2/2 [==============================] - 0s 13ms/step >13, 48/693, d1=0.439, d2=0.481 g=2.019 2/2 [==============================] - 0s 12ms/step >13, 49/693, d1=0.583, d2=0.425 g=1.881 2/2 [==============================] - 0s 12ms/step >13, 50/693, d1=0.465, d2=0.404 g=1.986 2/2 [==============================] - 0s 13ms/step >13, 51/693, d1=0.497, d2=0.500 g=1.680 2/2 [==============================] - 0s 12ms/step >13, 52/693, d1=0.492, d2=0.490 g=1.683 2/2 [==============================] - 0s 12ms/step >13, 53/693, d1=0.465, d2=0.417 g=1.890 2/2 [==============================] - 0s 14ms/step >13, 54/693, d1=0.496, d2=0.547 g=1.830 2/2 [==============================] - 0s 13ms/step >13, 55/693, d1=0.521, d2=0.514 g=2.293 2/2 [==============================] - 0s 13ms/step >13, 56/693, d1=0.452, d2=0.494 g=1.934 2/2 [==============================] - 0s 13ms/step >13, 57/693, d1=0.547, d2=0.512 g=1.814 2/2 [==============================] - 0s 13ms/step >13, 58/693, d1=0.575, d2=0.476 g=1.916 2/2 [==============================] - 0s 13ms/step >13, 59/693, d1=0.464, d2=0.535 g=2.292 2/2 [==============================] - 0s 14ms/step >13, 60/693, d1=0.458, d2=0.476 g=2.566 2/2 [==============================] - 0s 12ms/step >13, 61/693, d1=0.599, d2=0.478 g=1.905 2/2 [==============================] - 0s 13ms/step >13, 62/693, d1=0.596, d2=0.503 g=1.856 2/2 [==============================] - 0s 12ms/step >13, 63/693, d1=0.579, d2=0.486 g=1.802 2/2 [==============================] - 0s 12ms/step >13, 64/693, d1=0.517, d2=0.572 g=1.787 2/2 [==============================] - 0s 12ms/step >13, 65/693, d1=0.419, d2=0.449 g=1.914 2/2 [==============================] - 0s 12ms/step >13, 66/693, d1=0.429, d2=0.554 g=1.685 2/2 [==============================] - 0s 13ms/step >13, 67/693, d1=0.618, d2=0.448 g=2.300 2/2 [==============================] - 0s 14ms/step >13, 68/693, d1=0.373, d2=0.447 g=1.980 2/2 [==============================] - 0s 14ms/step >13, 69/693, d1=0.433, d2=0.390 g=2.489 2/2 [==============================] - 0s 12ms/step >13, 70/693, d1=0.558, d2=0.467 g=2.538 2/2 [==============================] - 0s 14ms/step >13, 71/693, d1=0.457, d2=0.446 g=2.333 2/2 [==============================] - 0s 14ms/step >13, 72/693, d1=0.550, d2=0.529 g=1.905 2/2 [==============================] - 0s 14ms/step >13, 73/693, d1=0.436, d2=0.496 g=2.982 2/2 [==============================] - 0s 13ms/step >13, 74/693, d1=0.582, d2=0.475 g=1.671 2/2 [==============================] - 0s 13ms/step >13, 75/693, d1=0.646, d2=0.502 g=1.701 2/2 [==============================] - 0s 13ms/step >13, 76/693, d1=0.499, d2=0.454 g=2.303 2/2 [==============================] - 0s 12ms/step >13, 77/693, d1=0.411, d2=0.533 g=1.619 2/2 [==============================] - 0s 14ms/step >13, 78/693, d1=0.492, d2=0.480 g=2.148 2/2 [==============================] - 0s 13ms/step >13, 79/693, d1=0.564, d2=0.414 g=2.390 2/2 [==============================] - 0s 13ms/step >13, 80/693, d1=0.430, d2=0.526 g=2.162 2/2 [==============================] - 0s 22ms/step >13, 81/693, d1=0.525, d2=0.499 g=1.439 2/2 [==============================] - 0s 12ms/step >13, 82/693, d1=0.532, d2=0.474 g=2.044 2/2 [==============================] - 0s 13ms/step >13, 83/693, d1=0.417, d2=0.515 g=1.864 2/2 [==============================] - 0s 13ms/step >13, 84/693, d1=0.520, d2=0.442 g=1.481 2/2 [==============================] - 0s 12ms/step >13, 85/693, d1=0.556, d2=0.535 g=1.895 2/2 [==============================] - 0s 12ms/step >13, 86/693, d1=0.539, d2=0.472 g=1.909 2/2 [==============================] - 0s 14ms/step >13, 87/693, d1=0.488, d2=0.539 g=2.571 2/2 [==============================] - 0s 15ms/step >13, 88/693, d1=0.436, d2=0.443 g=2.043 2/2 [==============================] - 0s 14ms/step >13, 89/693, d1=0.497, d2=0.440 g=1.898 2/2 [==============================] - 0s 13ms/step >13, 90/693, d1=0.491, d2=0.459 g=2.187 2/2 [==============================] - 0s 13ms/step >13, 91/693, d1=0.471, d2=0.480 g=2.433 2/2 [==============================] - 0s 13ms/step >13, 92/693, d1=0.596, d2=0.545 g=2.244 2/2 [==============================] - 0s 13ms/step >13, 93/693, d1=0.425, d2=0.386 g=2.360 2/2 [==============================] - 0s 13ms/step >13, 94/693, d1=0.501, d2=0.470 g=2.024 2/2 [==============================] - 0s 12ms/step >13, 95/693, d1=0.456, d2=0.478 g=1.825 2/2 [==============================] - 0s 13ms/step >13, 96/693, d1=0.511, d2=0.467 g=2.062 2/2 [==============================] - 0s 47ms/step >13, 97/693, d1=0.463, d2=0.511 g=2.236 2/2 [==============================] - 0s 13ms/step >13, 98/693, d1=0.581, d2=0.480 g=2.083 2/2 [==============================] - 0s 13ms/step >13, 99/693, d1=0.529, d2=0.583 g=1.958 2/2 [==============================] - 0s 15ms/step >13, 100/693, d1=0.561, d2=0.595 g=2.192 2/2 [==============================] - 0s 13ms/step >13, 101/693, d1=0.493, d2=0.476 g=2.000 2/2 [==============================] - 0s 13ms/step >13, 102/693, d1=0.704, d2=0.485 g=2.502 2/2 [==============================] - 0s 14ms/step >13, 103/693, d1=0.591, d2=0.521 g=1.783 2/2 [==============================] - 0s 13ms/step >13, 104/693, d1=0.491, d2=0.591 g=1.957 2/2 [==============================] - 0s 13ms/step >13, 105/693, d1=0.495, d2=0.461 g=2.130 2/2 [==============================] - 0s 13ms/step >13, 106/693, d1=0.447, d2=0.432 g=2.194 2/2 [==============================] - 0s 13ms/step >13, 107/693, d1=0.567, d2=0.408 g=2.040 2/2 [==============================] - 0s 12ms/step >13, 108/693, d1=0.663, d2=0.568 g=1.634 2/2 [==============================] - 0s 13ms/step >13, 109/693, d1=0.437, d2=0.571 g=1.982 2/2 [==============================] - 0s 13ms/step >13, 110/693, d1=0.450, d2=0.532 g=1.777 2/2 [==============================] - 0s 12ms/step >13, 111/693, d1=0.674, d2=0.458 g=1.443 2/2 [==============================] - 0s 10ms/step >13, 112/693, d1=0.589, d2=0.496 g=1.539 2/2 [==============================] - 0s 14ms/step >13, 113/693, d1=0.425, d2=0.527 g=2.090 2/2 [==============================] - 0s 13ms/step >13, 114/693, d1=0.651, d2=0.526 g=2.515 2/2 [==============================] - 0s 12ms/step >13, 115/693, d1=0.483, d2=0.528 g=2.269 2/2 [==============================] - 0s 13ms/step >13, 116/693, d1=0.499, d2=0.624 g=1.973 2/2 [==============================] - 0s 14ms/step >13, 117/693, d1=0.557, d2=0.455 g=1.577 2/2 [==============================] - 0s 14ms/step >13, 118/693, d1=0.501, d2=0.527 g=1.941 2/2 [==============================] - 0s 14ms/step >13, 119/693, d1=0.508, d2=0.554 g=1.799 2/2 [==============================] - 0s 13ms/step >13, 120/693, d1=0.600, d2=0.490 g=1.860 2/2 [==============================] - 0s 13ms/step >13, 121/693, d1=0.445, d2=0.453 g=1.950 2/2 [==============================] - 0s 11ms/step >13, 122/693, d1=0.576, d2=0.532 g=1.990 2/2 [==============================] - 0s 13ms/step >13, 123/693, d1=0.537, d2=0.554 g=2.373 2/2 [==============================] - 0s 14ms/step >13, 124/693, d1=0.462, d2=0.366 g=1.951 2/2 [==============================] - 0s 13ms/step >13, 125/693, d1=0.488, d2=0.488 g=1.872 2/2 [==============================] - 0s 14ms/step >13, 126/693, d1=0.442, d2=0.513 g=1.733 2/2 [==============================] - 0s 12ms/step >13, 127/693, d1=0.589, d2=0.577 g=1.871 2/2 [==============================] - 0s 11ms/step >13, 128/693, d1=0.563, d2=0.529 g=2.268 2/2 [==============================] - 0s 11ms/step >13, 129/693, d1=0.415, d2=0.455 g=1.565 2/2 [==============================] - 0s 13ms/step >13, 130/693, d1=0.533, d2=0.488 g=2.042 2/2 [==============================] - 0s 14ms/step >13, 131/693, d1=0.541, d2=0.480 g=1.760 2/2 [==============================] - 0s 13ms/step >13, 132/693, d1=0.578, d2=0.485 g=1.633 2/2 [==============================] - 0s 13ms/step >13, 133/693, d1=0.508, d2=0.481 g=1.647 2/2 [==============================] - 0s 12ms/step >13, 134/693, d1=0.467, d2=0.503 g=1.683 2/2 [==============================] - 0s 14ms/step >13, 135/693, d1=0.545, d2=0.518 g=1.996 2/2 [==============================] - 0s 14ms/step >13, 136/693, d1=0.545, d2=0.551 g=2.204 2/2 [==============================] - 0s 13ms/step >13, 137/693, d1=0.537, d2=0.491 g=2.324 2/2 [==============================] - 0s 12ms/step >13, 138/693, d1=0.561, d2=0.520 g=1.513 2/2 [==============================] - 0s 13ms/step >13, 139/693, d1=0.486, d2=0.547 g=1.949 2/2 [==============================] - 0s 13ms/step >13, 140/693, d1=0.676, d2=0.385 g=1.778 2/2 [==============================] - 0s 13ms/step >13, 141/693, d1=0.403, d2=0.529 g=2.385 2/2 [==============================] - 0s 14ms/step >13, 142/693, d1=0.470, d2=0.567 g=1.800 2/2 [==============================] - 0s 13ms/step >13, 143/693, d1=0.430, d2=0.426 g=2.143 2/2 [==============================] - 0s 13ms/step >13, 144/693, d1=0.561, d2=0.563 g=2.416 2/2 [==============================] - 0s 14ms/step >13, 145/693, d1=0.511, d2=0.503 g=1.703 2/2 [==============================] - 0s 15ms/step >13, 146/693, d1=0.488, d2=0.431 g=2.020 2/2 [==============================] - 0s 14ms/step >13, 147/693, d1=0.656, d2=0.457 g=1.765 2/2 [==============================] - 0s 13ms/step >13, 148/693, d1=0.540, d2=0.520 g=1.613 2/2 [==============================] - 0s 13ms/step >13, 149/693, d1=0.409, d2=0.670 g=2.295 2/2 [==============================] - 0s 14ms/step >13, 150/693, d1=0.459, d2=0.452 g=1.983 2/2 [==============================] - 0s 13ms/step >13, 151/693, d1=0.586, d2=0.397 g=2.006 2/2 [==============================] - 0s 13ms/step >13, 152/693, d1=0.551, d2=0.437 g=1.991 2/2 [==============================] - 0s 13ms/step >13, 153/693, d1=0.521, d2=0.534 g=1.991 2/2 [==============================] - 0s 13ms/step >13, 154/693, d1=0.482, d2=0.623 g=2.346 2/2 [==============================] - 0s 12ms/step >13, 155/693, d1=0.481, d2=0.388 g=2.525 2/2 [==============================] - 0s 13ms/step >13, 156/693, d1=0.527, d2=0.448 g=2.094 2/2 [==============================] - 0s 14ms/step >13, 157/693, d1=0.531, d2=0.469 g=2.199 2/2 [==============================] - 0s 14ms/step >13, 158/693, d1=0.530, d2=0.521 g=1.488 2/2 [==============================] - 0s 14ms/step >13, 159/693, d1=0.470, d2=0.549 g=1.671 2/2 [==============================] - 0s 13ms/step >13, 160/693, d1=0.532, d2=0.510 g=2.424 2/2 [==============================] - 0s 14ms/step >13, 161/693, d1=0.470, d2=0.594 g=2.313 2/2 [==============================] - 0s 12ms/step >13, 162/693, d1=0.446, d2=0.479 g=2.283 2/2 [==============================] - 0s 12ms/step >13, 163/693, d1=0.620, d2=0.441 g=1.823 2/2 [==============================] - 0s 13ms/step >13, 164/693, d1=0.624, d2=0.484 g=1.876 2/2 [==============================] - 0s 12ms/step >13, 165/693, d1=0.495, d2=0.602 g=1.776 2/2 [==============================] - 0s 13ms/step >13, 166/693, d1=0.521, d2=0.453 g=2.435 2/2 [==============================] - 0s 12ms/step >13, 167/693, d1=0.508, d2=0.488 g=2.394 2/2 [==============================] - 0s 12ms/step >13, 168/693, d1=0.455, d2=0.536 g=2.383 2/2 [==============================] - 0s 12ms/step >13, 169/693, d1=0.623, d2=0.500 g=1.621 2/2 [==============================] - 0s 12ms/step >13, 170/693, d1=0.633, d2=0.494 g=2.090 2/2 [==============================] - 0s 11ms/step >13, 171/693, d1=0.550, d2=0.480 g=1.695 2/2 [==============================] - 0s 11ms/step >13, 172/693, d1=0.441, d2=0.520 g=1.803 2/2 [==============================] - 0s 11ms/step >13, 173/693, d1=0.477, d2=0.474 g=1.962 2/2 [==============================] - 0s 13ms/step >13, 174/693, d1=0.473, d2=0.480 g=2.203 2/2 [==============================] - 0s 13ms/step >13, 175/693, d1=0.511, d2=0.446 g=2.022 2/2 [==============================] - 0s 14ms/step >13, 176/693, d1=0.658, d2=0.428 g=2.202 2/2 [==============================] - 0s 14ms/step >13, 177/693, d1=0.493, d2=0.574 g=1.907 2/2 [==============================] - 0s 13ms/step >13, 178/693, d1=0.480, d2=0.469 g=1.763 2/2 [==============================] - 0s 12ms/step >13, 179/693, d1=0.520, d2=0.452 g=2.557 2/2 [==============================] - 0s 14ms/step >13, 180/693, d1=0.531, d2=0.506 g=2.061 2/2 [==============================] - 0s 14ms/step >13, 181/693, d1=0.531, d2=0.533 g=2.106 2/2 [==============================] - 0s 12ms/step >13, 182/693, d1=0.478, d2=0.518 g=2.173 2/2 [==============================] - 0s 14ms/step >13, 183/693, d1=0.603, d2=0.459 g=2.269 2/2 [==============================] - 0s 13ms/step >13, 184/693, d1=0.469, d2=0.379 g=1.747 2/2 [==============================] - 0s 13ms/step >13, 185/693, d1=0.491, d2=0.511 g=1.815 2/2 [==============================] - 0s 12ms/step >13, 186/693, d1=0.461, d2=0.574 g=2.552 2/2 [==============================] - 0s 12ms/step >13, 187/693, d1=0.504, d2=0.391 g=2.328 2/2 [==============================] - 0s 13ms/step >13, 188/693, d1=0.577, d2=0.410 g=2.643 2/2 [==============================] - 0s 13ms/step >13, 189/693, d1=0.616, d2=0.457 g=1.460 2/2 [==============================] - 0s 11ms/step >13, 190/693, d1=0.313, d2=0.539 g=2.845 2/2 [==============================] - 0s 14ms/step >13, 191/693, d1=0.687, d2=0.398 g=1.546 2/2 [==============================] - 0s 12ms/step >13, 192/693, d1=0.489, d2=0.494 g=1.812 2/2 [==============================] - 0s 12ms/step >13, 193/693, d1=0.533, d2=0.566 g=2.858 2/2 [==============================] - 0s 13ms/step >13, 194/693, d1=0.487, d2=0.574 g=1.785 2/2 [==============================] - 0s 11ms/step >13, 195/693, d1=0.500, d2=0.491 g=2.102 2/2 [==============================] - 0s 14ms/step >13, 196/693, d1=0.569, d2=0.631 g=1.711 2/2 [==============================] - 0s 12ms/step >13, 197/693, d1=0.504, d2=0.407 g=2.155 2/2 [==============================] - 0s 12ms/step >13, 198/693, d1=0.605, d2=0.464 g=1.796 2/2 [==============================] - 0s 13ms/step >13, 199/693, d1=0.492, d2=0.462 g=1.753 2/2 [==============================] - 0s 12ms/step >13, 200/693, d1=0.645, d2=0.463 g=2.419 2/2 [==============================] - 0s 13ms/step >13, 201/693, d1=0.502, d2=0.497 g=2.096 2/2 [==============================] - 0s 14ms/step >13, 202/693, d1=0.503, d2=0.541 g=1.793 2/2 [==============================] - 0s 12ms/step >13, 203/693, d1=0.365, d2=0.413 g=2.275 2/2 [==============================] - 0s 14ms/step >13, 204/693, d1=0.581, d2=0.449 g=2.325 2/2 [==============================] - 0s 12ms/step >13, 205/693, d1=0.426, d2=0.422 g=2.394 2/2 [==============================] - 0s 12ms/step >13, 206/693, d1=0.399, d2=0.385 g=2.093 2/2 [==============================] - 0s 13ms/step >13, 207/693, d1=0.674, d2=0.602 g=1.838 2/2 [==============================] - 0s 12ms/step >13, 208/693, d1=0.481, d2=0.491 g=2.117 2/2 [==============================] - 0s 13ms/step >13, 209/693, d1=0.558, d2=0.547 g=2.330 2/2 [==============================] - 0s 13ms/step >13, 210/693, d1=0.515, d2=0.511 g=2.049 2/2 [==============================] - 0s 12ms/step >13, 211/693, d1=0.640, d2=0.515 g=2.291 2/2 [==============================] - 0s 13ms/step >13, 212/693, d1=0.568, d2=0.480 g=2.271 2/2 [==============================] - 0s 12ms/step >13, 213/693, d1=0.504, d2=0.475 g=1.947 2/2 [==============================] - 0s 13ms/step >13, 214/693, d1=0.600, d2=0.489 g=2.120 2/2 [==============================] - 0s 13ms/step >13, 215/693, d1=0.452, d2=0.560 g=1.684 2/2 [==============================] - 0s 14ms/step >13, 216/693, d1=0.521, d2=0.464 g=1.727 2/2 [==============================] - 0s 12ms/step >13, 217/693, d1=0.526, d2=0.558 g=2.495 2/2 [==============================] - 0s 14ms/step >13, 218/693, d1=0.648, d2=0.467 g=1.834 2/2 [==============================] - 0s 12ms/step >13, 219/693, d1=0.432, d2=0.483 g=2.081 2/2 [==============================] - 0s 13ms/step >13, 220/693, d1=0.569, d2=0.537 g=1.952 2/2 [==============================] - 0s 14ms/step >13, 221/693, d1=0.483, d2=0.663 g=1.784 2/2 [==============================] - 0s 12ms/step >13, 222/693, d1=0.554, d2=0.534 g=2.031 2/2 [==============================] - 0s 13ms/step >13, 223/693, d1=0.456, d2=0.484 g=2.537 2/2 [==============================] - 0s 13ms/step >13, 224/693, d1=0.657, d2=0.498 g=1.822 2/2 [==============================] - 0s 12ms/step >13, 225/693, d1=0.495, d2=0.423 g=1.957 2/2 [==============================] - 0s 13ms/step >13, 226/693, d1=0.622, d2=0.593 g=1.815 2/2 [==============================] - 0s 12ms/step >13, 227/693, d1=0.477, d2=0.490 g=1.903 2/2 [==============================] - 0s 14ms/step >13, 228/693, d1=0.501, d2=0.424 g=2.230 2/2 [==============================] - 0s 14ms/step >13, 229/693, d1=0.494, d2=0.418 g=1.907 2/2 [==============================] - 0s 12ms/step >13, 230/693, d1=0.579, d2=0.594 g=2.054 2/2 [==============================] - 0s 13ms/step >13, 231/693, d1=0.490, d2=0.491 g=1.816 2/2 [==============================] - 0s 12ms/step >13, 232/693, d1=0.588, d2=0.508 g=2.406 2/2 [==============================] - 0s 14ms/step >13, 233/693, d1=0.565, d2=0.504 g=1.982 2/2 [==============================] - 0s 13ms/step >13, 234/693, d1=0.488, d2=0.444 g=1.903 2/2 [==============================] - 0s 13ms/step >13, 235/693, d1=0.448, d2=0.465 g=1.791 2/2 [==============================] - 0s 14ms/step >13, 236/693, d1=0.483, d2=0.516 g=1.727 2/2 [==============================] - 0s 14ms/step >13, 237/693, d1=0.618, d2=0.522 g=1.974 2/2 [==============================] - 0s 12ms/step >13, 238/693, d1=0.694, d2=0.479 g=2.074 2/2 [==============================] - 0s 12ms/step >13, 239/693, d1=0.442, d2=0.430 g=1.807 2/2 [==============================] - 0s 12ms/step >13, 240/693, d1=0.484, d2=0.524 g=2.458 2/2 [==============================] - 0s 13ms/step >13, 241/693, d1=0.497, d2=0.508 g=2.188 2/2 [==============================] - 0s 13ms/step >13, 242/693, d1=0.524, d2=0.372 g=1.699 2/2 [==============================] - 0s 13ms/step >13, 243/693, d1=0.510, d2=0.603 g=2.028 2/2 [==============================] - 0s 13ms/step >13, 244/693, d1=0.519, d2=0.434 g=1.939 2/2 [==============================] - 0s 13ms/step >13, 245/693, d1=0.591, d2=0.465 g=1.521 2/2 [==============================] - 0s 14ms/step >13, 246/693, d1=0.571, d2=0.523 g=1.855 2/2 [==============================] - 0s 14ms/step >13, 247/693, d1=0.470, d2=0.542 g=2.594 2/2 [==============================] - 0s 13ms/step >13, 248/693, d1=0.435, d2=0.461 g=2.108 2/2 [==============================] - 0s 13ms/step >13, 249/693, d1=0.498, d2=0.451 g=1.762 2/2 [==============================] - 0s 13ms/step >13, 250/693, d1=0.631, d2=0.469 g=1.932 2/2 [==============================] - 0s 13ms/step >13, 251/693, d1=0.533, d2=0.532 g=1.859 2/2 [==============================] - 0s 13ms/step >13, 252/693, d1=0.441, d2=0.569 g=2.003 2/2 [==============================] - 0s 12ms/step >13, 253/693, d1=0.544, d2=0.406 g=1.814 2/2 [==============================] - 0s 13ms/step >13, 254/693, d1=0.476, d2=0.532 g=1.786 2/2 [==============================] - 0s 11ms/step >13, 255/693, d1=0.491, d2=0.425 g=1.904 2/2 [==============================] - 0s 13ms/step >13, 256/693, d1=0.618, d2=0.506 g=1.892 2/2 [==============================] - 0s 13ms/step >13, 257/693, d1=0.528, d2=0.555 g=1.964 2/2 [==============================] - 0s 13ms/step >13, 258/693, d1=0.457, d2=0.443 g=2.098 2/2 [==============================] - 0s 12ms/step >13, 259/693, d1=0.708, d2=0.474 g=1.872 2/2 [==============================] - 0s 12ms/step >13, 260/693, d1=0.486, d2=0.627 g=1.853 2/2 [==============================] - 0s 12ms/step >13, 261/693, d1=0.526, d2=0.431 g=2.017 2/2 [==============================] - 0s 12ms/step >13, 262/693, d1=0.478, d2=0.435 g=1.706 2/2 [==============================] - 0s 13ms/step >13, 263/693, d1=0.558, d2=0.533 g=2.027 2/2 [==============================] - 0s 15ms/step >13, 264/693, d1=0.497, d2=0.490 g=1.738 2/2 [==============================] - 0s 14ms/step >13, 265/693, d1=0.454, d2=0.501 g=2.275 2/2 [==============================] - 0s 13ms/step >13, 266/693, d1=0.454, d2=0.479 g=2.088 2/2 [==============================] - 0s 13ms/step >13, 267/693, d1=0.603, d2=0.618 g=2.157 2/2 [==============================] - 0s 14ms/step >13, 268/693, d1=0.651, d2=0.513 g=1.613 2/2 [==============================] - 0s 12ms/step >13, 269/693, d1=0.497, d2=0.568 g=1.741 2/2 [==============================] - 0s 13ms/step >13, 270/693, d1=0.559, d2=0.530 g=1.762 2/2 [==============================] - 0s 14ms/step >13, 271/693, d1=0.456, d2=0.539 g=2.043 2/2 [==============================] - 0s 13ms/step >13, 272/693, d1=0.651, d2=0.416 g=1.830 2/2 [==============================] - 0s 13ms/step >13, 273/693, d1=0.521, d2=0.505 g=1.679 2/2 [==============================] - 0s 13ms/step >13, 274/693, d1=0.482, d2=0.607 g=2.098 2/2 [==============================] - 0s 14ms/step >13, 275/693, d1=0.480, d2=0.446 g=1.744 2/2 [==============================] - 0s 14ms/step >13, 276/693, d1=0.537, d2=0.478 g=1.850 2/2 [==============================] - 0s 13ms/step >13, 277/693, d1=0.556, d2=0.553 g=2.120 2/2 [==============================] - 0s 12ms/step >13, 278/693, d1=0.577, d2=0.451 g=1.888 2/2 [==============================] - 0s 12ms/step >13, 279/693, d1=0.500, d2=0.571 g=2.741 2/2 [==============================] - 0s 14ms/step >13, 280/693, d1=0.571, d2=0.486 g=1.792 2/2 [==============================] - 0s 14ms/step >13, 281/693, d1=0.441, d2=0.522 g=1.895 2/2 [==============================] - 0s 13ms/step >13, 282/693, d1=0.539, d2=0.580 g=1.945 2/2 [==============================] - 0s 14ms/step >13, 283/693, d1=0.496, d2=0.437 g=2.204 2/2 [==============================] - 0s 12ms/step >13, 284/693, d1=0.565, d2=0.477 g=1.979 2/2 [==============================] - 0s 12ms/step >13, 285/693, d1=0.556, d2=0.567 g=2.049 2/2 [==============================] - 0s 13ms/step >13, 286/693, d1=0.440, d2=0.468 g=1.984 2/2 [==============================] - 0s 14ms/step >13, 287/693, d1=0.544, d2=0.389 g=1.696 2/2 [==============================] - 0s 13ms/step >13, 288/693, d1=0.435, d2=0.426 g=1.806 2/2 [==============================] - 0s 13ms/step >13, 289/693, d1=0.561, d2=0.599 g=1.841 2/2 [==============================] - 0s 12ms/step >13, 290/693, d1=0.495, d2=0.469 g=1.921 2/2 [==============================] - 0s 11ms/step >13, 291/693, d1=0.554, d2=0.654 g=2.505 2/2 [==============================] - 0s 13ms/step >13, 292/693, d1=0.591, d2=0.486 g=1.752 2/2 [==============================] - 0s 13ms/step >13, 293/693, d1=0.553, d2=0.514 g=2.537 2/2 [==============================] - 0s 13ms/step >13, 294/693, d1=0.539, d2=0.491 g=2.137 2/2 [==============================] - 0s 13ms/step >13, 295/693, d1=0.514, d2=0.467 g=1.775 2/2 [==============================] - 0s 13ms/step >13, 296/693, d1=0.577, d2=0.494 g=2.289 2/2 [==============================] - 0s 14ms/step >13, 297/693, d1=0.455, d2=0.528 g=1.556 2/2 [==============================] - 0s 14ms/step >13, 298/693, d1=0.561, d2=0.387 g=2.591 2/2 [==============================] - 0s 14ms/step >13, 299/693, d1=0.561, d2=0.463 g=2.412 2/2 [==============================] - 0s 14ms/step >13, 300/693, d1=0.468, d2=0.459 g=1.524 2/2 [==============================] - 0s 13ms/step >13, 301/693, d1=0.377, d2=0.549 g=2.301 2/2 [==============================] - 0s 13ms/step >13, 302/693, d1=0.517, d2=0.478 g=2.048 2/2 [==============================] - 0s 13ms/step >13, 303/693, d1=0.458, d2=0.491 g=2.093 2/2 [==============================] - 0s 14ms/step >13, 304/693, d1=0.489, d2=0.478 g=2.200 2/2 [==============================] - 0s 14ms/step >13, 305/693, d1=0.623, d2=0.554 g=1.845 2/2 [==============================] - 0s 14ms/step >13, 306/693, d1=0.520, d2=0.486 g=1.985 2/2 [==============================] - 0s 13ms/step >13, 307/693, d1=0.501, d2=0.455 g=2.090 2/2 [==============================] - 0s 13ms/step >13, 308/693, d1=0.517, d2=0.557 g=2.333 2/2 [==============================] - 0s 12ms/step >13, 309/693, d1=0.483, d2=0.383 g=1.968 2/2 [==============================] - 0s 13ms/step >13, 310/693, d1=0.560, d2=0.470 g=2.505 2/2 [==============================] - 0s 14ms/step >13, 311/693, d1=0.356, d2=0.467 g=1.790 2/2 [==============================] - 0s 13ms/step >13, 312/693, d1=0.551, d2=0.514 g=1.811 2/2 [==============================] - 0s 14ms/step >13, 313/693, d1=0.542, d2=0.484 g=2.164 2/2 [==============================] - 0s 14ms/step >13, 314/693, d1=0.556, d2=0.489 g=2.200 2/2 [==============================] - 0s 12ms/step >13, 315/693, d1=0.388, d2=0.531 g=2.099 2/2 [==============================] - 0s 14ms/step >13, 316/693, d1=0.647, d2=0.452 g=1.866 2/2 [==============================] - 0s 11ms/step >13, 317/693, d1=0.546, d2=0.465 g=1.754 2/2 [==============================] - 0s 12ms/step >13, 318/693, d1=0.520, d2=0.533 g=2.158 2/2 [==============================] - 0s 13ms/step >13, 319/693, d1=0.446, d2=0.483 g=1.978 2/2 [==============================] - 0s 13ms/step >13, 320/693, d1=0.571, d2=0.388 g=1.809 2/2 [==============================] - 0s 12ms/step >13, 321/693, d1=0.509, d2=0.515 g=1.683 2/2 [==============================] - 0s 13ms/step >13, 322/693, d1=0.474, d2=0.513 g=1.602 2/2 [==============================] - 0s 13ms/step >13, 323/693, d1=0.580, d2=0.505 g=2.140 2/2 [==============================] - 0s 13ms/step >13, 324/693, d1=0.587, d2=0.519 g=2.347 2/2 [==============================] - 0s 13ms/step >13, 325/693, d1=0.555, d2=0.494 g=1.868 2/2 [==============================] - 0s 14ms/step >13, 326/693, d1=0.553, d2=0.525 g=1.986 2/2 [==============================] - 0s 14ms/step >13, 327/693, d1=0.510, d2=0.487 g=1.938 2/2 [==============================] - 0s 13ms/step >13, 328/693, d1=0.393, d2=0.506 g=1.912 2/2 [==============================] - 0s 13ms/step >13, 329/693, d1=0.597, d2=0.524 g=2.285 2/2 [==============================] - 0s 12ms/step >13, 330/693, d1=0.458, d2=0.428 g=1.613 2/2 [==============================] - 0s 14ms/step >13, 331/693, d1=0.521, d2=0.535 g=2.261 2/2 [==============================] - 0s 13ms/step >13, 332/693, d1=0.503, d2=0.423 g=1.934 2/2 [==============================] - 0s 12ms/step >13, 333/693, d1=0.568, d2=0.619 g=2.233 2/2 [==============================] - 0s 13ms/step >13, 334/693, d1=0.503, d2=0.462 g=2.286 2/2 [==============================] - 0s 13ms/step >13, 335/693, d1=0.652, d2=0.491 g=1.730 2/2 [==============================] - 0s 12ms/step >13, 336/693, d1=0.446, d2=0.555 g=2.080 2/2 [==============================] - 0s 14ms/step >13, 337/693, d1=0.369, d2=0.486 g=1.844 2/2 [==============================] - 0s 12ms/step >13, 338/693, d1=0.387, d2=0.443 g=1.923 2/2 [==============================] - 0s 12ms/step >13, 339/693, d1=0.496, d2=0.454 g=2.199 2/2 [==============================] - 0s 13ms/step >13, 340/693, d1=0.592, d2=0.413 g=1.980 2/2 [==============================] - 0s 13ms/step >13, 341/693, d1=0.496, d2=0.493 g=2.078 2/2 [==============================] - 0s 11ms/step >13, 342/693, d1=0.610, d2=0.435 g=2.278 2/2 [==============================] - 0s 13ms/step >13, 343/693, d1=0.451, d2=0.570 g=2.134 2/2 [==============================] - 0s 13ms/step >13, 344/693, d1=0.471, d2=0.391 g=1.722 2/2 [==============================] - 0s 14ms/step >13, 345/693, d1=0.624, d2=0.446 g=2.071 2/2 [==============================] - 0s 14ms/step >13, 346/693, d1=0.479, d2=0.480 g=2.555 2/2 [==============================] - 0s 13ms/step >13, 347/693, d1=0.600, d2=0.481 g=1.823 2/2 [==============================] - 0s 13ms/step >13, 348/693, d1=0.486, d2=0.531 g=2.014 2/2 [==============================] - 0s 12ms/step >13, 349/693, d1=0.478, d2=0.564 g=1.955 2/2 [==============================] - 0s 13ms/step >13, 350/693, d1=0.417, d2=0.499 g=2.257 2/2 [==============================] - 0s 13ms/step >13, 351/693, d1=0.593, d2=0.518 g=2.048 2/2 [==============================] - 0s 12ms/step >13, 352/693, d1=0.611, d2=0.483 g=2.067 2/2 [==============================] - 0s 13ms/step >13, 353/693, d1=0.430, d2=0.484 g=2.144 2/2 [==============================] - 0s 13ms/step >13, 354/693, d1=0.521, d2=0.457 g=2.085 2/2 [==============================] - 0s 15ms/step >13, 355/693, d1=0.506, d2=0.486 g=2.549 2/2 [==============================] - 0s 13ms/step >13, 356/693, d1=0.549, d2=0.446 g=2.497 2/2 [==============================] - 0s 11ms/step >13, 357/693, d1=0.408, d2=0.455 g=1.943 2/2 [==============================] - 0s 14ms/step >13, 358/693, d1=0.505, d2=0.467 g=2.340 2/2 [==============================] - 0s 12ms/step >13, 359/693, d1=0.489, d2=0.470 g=1.982 2/2 [==============================] - 0s 13ms/step >13, 360/693, d1=0.452, d2=0.503 g=1.853 2/2 [==============================] - 0s 13ms/step >13, 361/693, d1=0.567, d2=0.452 g=2.578 2/2 [==============================] - 0s 13ms/step >13, 362/693, d1=0.416, d2=0.466 g=1.897 2/2 [==============================] - 0s 14ms/step >13, 363/693, d1=0.422, d2=0.448 g=2.416 2/2 [==============================] - 0s 14ms/step >13, 364/693, d1=0.616, d2=0.407 g=1.981 2/2 [==============================] - 0s 14ms/step >13, 365/693, d1=0.573, d2=0.506 g=2.396 2/2 [==============================] - 0s 14ms/step >13, 366/693, d1=0.391, d2=0.498 g=2.135 2/2 [==============================] - 0s 14ms/step >13, 367/693, d1=0.530, d2=0.457 g=2.223 2/2 [==============================] - 0s 13ms/step >13, 368/693, d1=0.522, d2=0.441 g=1.971 2/2 [==============================] - 0s 13ms/step >13, 369/693, d1=0.482, d2=0.396 g=2.188 2/2 [==============================] - 0s 12ms/step >13, 370/693, d1=0.483, d2=0.460 g=2.129 2/2 [==============================] - 0s 12ms/step >13, 371/693, d1=0.544, d2=0.493 g=1.824 2/2 [==============================] - 0s 11ms/step >13, 372/693, d1=0.604, d2=0.598 g=2.246 2/2 [==============================] - 0s 13ms/step >13, 373/693, d1=0.456, d2=0.474 g=2.015 2/2 [==============================] - 0s 13ms/step >13, 374/693, d1=0.645, d2=0.400 g=1.900 2/2 [==============================] - 0s 14ms/step >13, 375/693, d1=0.643, d2=0.574 g=1.728 2/2 [==============================] - 0s 11ms/step >13, 376/693, d1=0.441, d2=0.533 g=2.297 2/2 [==============================] - 0s 12ms/step >13, 377/693, d1=0.551, d2=0.492 g=1.855 2/2 [==============================] - 0s 11ms/step >13, 378/693, d1=0.524, d2=0.557 g=2.494 2/2 [==============================] - 0s 12ms/step >13, 379/693, d1=0.475, d2=0.471 g=1.888 2/2 [==============================] - 0s 12ms/step >13, 380/693, d1=0.507, d2=0.570 g=1.832 2/2 [==============================] - 0s 13ms/step >13, 381/693, d1=0.543, d2=0.370 g=2.873 2/2 [==============================] - 0s 12ms/step >13, 382/693, d1=0.572, d2=0.409 g=1.790 2/2 [==============================] - 0s 13ms/step >13, 383/693, d1=0.423, d2=0.390 g=2.076 2/2 [==============================] - 0s 14ms/step >13, 384/693, d1=0.412, d2=0.460 g=1.722 2/2 [==============================] - 0s 12ms/step >13, 385/693, d1=0.436, d2=0.487 g=2.049 2/2 [==============================] - 0s 12ms/step >13, 386/693, d1=0.563, d2=0.365 g=2.087 2/2 [==============================] - 0s 13ms/step >13, 387/693, d1=0.577, d2=0.430 g=2.062 2/2 [==============================] - 0s 13ms/step >13, 388/693, d1=0.507, d2=0.492 g=1.924 2/2 [==============================] - 0s 13ms/step >13, 389/693, d1=0.438, d2=0.558 g=2.140 2/2 [==============================] - 0s 12ms/step >13, 390/693, d1=0.587, d2=0.385 g=1.656 2/2 [==============================] - 0s 13ms/step >13, 391/693, d1=0.465, d2=0.494 g=2.172 2/2 [==============================] - 0s 12ms/step >13, 392/693, d1=0.513, d2=0.521 g=1.836 2/2 [==============================] - 0s 13ms/step >13, 393/693, d1=0.584, d2=0.594 g=1.537 2/2 [==============================] - 0s 12ms/step >13, 394/693, d1=0.508, d2=0.446 g=1.800 2/2 [==============================] - 0s 12ms/step >13, 395/693, d1=0.456, d2=0.488 g=1.820 2/2 [==============================] - 0s 11ms/step >13, 396/693, d1=0.404, d2=0.406 g=1.761 2/2 [==============================] - 0s 11ms/step >13, 397/693, d1=0.599, d2=0.472 g=2.348 2/2 [==============================] - 0s 12ms/step >13, 398/693, d1=0.522, d2=0.487 g=1.867 2/2 [==============================] - 0s 12ms/step >13, 399/693, d1=0.431, d2=0.591 g=1.906 2/2 [==============================] - 0s 12ms/step >13, 400/693, d1=0.560, d2=0.467 g=2.139 2/2 [==============================] - 0s 12ms/step >13, 401/693, d1=0.666, d2=0.494 g=2.159 2/2 [==============================] - 0s 13ms/step >13, 402/693, d1=0.531, d2=0.456 g=1.829 2/2 [==============================] - 0s 13ms/step >13, 403/693, d1=0.446, d2=0.570 g=2.156 2/2 [==============================] - 0s 12ms/step >13, 404/693, d1=0.518, d2=0.464 g=1.870 2/2 [==============================] - 0s 14ms/step >13, 405/693, d1=0.589, d2=0.451 g=1.990 2/2 [==============================] - 0s 13ms/step >13, 406/693, d1=0.430, d2=0.498 g=2.805 2/2 [==============================] - 0s 14ms/step >13, 407/693, d1=0.585, d2=0.588 g=2.667 2/2 [==============================] - 0s 13ms/step >13, 408/693, d1=0.498, d2=0.421 g=1.742 2/2 [==============================] - 0s 14ms/step >13, 409/693, d1=0.490, d2=0.415 g=2.543 2/2 [==============================] - 0s 13ms/step >13, 410/693, d1=0.575, d2=0.392 g=1.513 2/2 [==============================] - 0s 12ms/step >13, 411/693, d1=0.481, d2=0.570 g=2.267 2/2 [==============================] - 0s 12ms/step >13, 412/693, d1=0.543, d2=0.640 g=1.923 2/2 [==============================] - 0s 13ms/step >13, 413/693, d1=0.517, d2=0.471 g=1.893 2/2 [==============================] - 0s 12ms/step >13, 414/693, d1=0.615, d2=0.561 g=1.970 2/2 [==============================] - 0s 12ms/step >13, 415/693, d1=0.528, d2=0.510 g=2.144 2/2 [==============================] - 0s 14ms/step >13, 416/693, d1=0.509, d2=0.525 g=1.728 2/2 [==============================] - 0s 12ms/step >13, 417/693, d1=0.547, d2=0.585 g=2.013 2/2 [==============================] - 0s 12ms/step >13, 418/693, d1=0.594, d2=0.424 g=1.992 2/2 [==============================] - 0s 14ms/step >13, 419/693, d1=0.440, d2=0.511 g=2.328 2/2 [==============================] - 0s 13ms/step >13, 420/693, d1=0.544, d2=0.413 g=2.029 2/2 [==============================] - 0s 11ms/step >13, 421/693, d1=0.622, d2=0.409 g=1.917 2/2 [==============================] - 0s 13ms/step >13, 422/693, d1=0.426, d2=0.553 g=1.694 2/2 [==============================] - 0s 12ms/step >13, 423/693, d1=0.373, d2=0.396 g=1.695 2/2 [==============================] - 0s 13ms/step >13, 424/693, d1=0.583, d2=0.510 g=1.821 2/2 [==============================] - 0s 13ms/step >13, 425/693, d1=0.424, d2=0.480 g=2.109 2/2 [==============================] - 0s 13ms/step >13, 426/693, d1=0.544, d2=0.436 g=2.502 2/2 [==============================] - 0s 13ms/step >13, 427/693, d1=0.565, d2=0.434 g=2.085 2/2 [==============================] - 0s 12ms/step >13, 428/693, d1=0.504, d2=0.506 g=1.818 2/2 [==============================] - 0s 12ms/step >13, 429/693, d1=0.501, d2=0.373 g=1.884 2/2 [==============================] - 0s 13ms/step >13, 430/693, d1=0.417, d2=0.503 g=2.400 2/2 [==============================] - 0s 13ms/step >13, 431/693, d1=0.464, d2=0.562 g=1.866 2/2 [==============================] - 0s 12ms/step >13, 432/693, d1=0.469, d2=0.483 g=2.171 2/2 [==============================] - 0s 12ms/step >13, 433/693, d1=0.626, d2=0.460 g=2.249 2/2 [==============================] - 0s 13ms/step >13, 434/693, d1=0.472, d2=0.520 g=1.888 2/2 [==============================] - 0s 12ms/step >13, 435/693, d1=0.594, d2=0.514 g=1.909 2/2 [==============================] - 0s 12ms/step >13, 436/693, d1=0.580, d2=0.443 g=2.196 2/2 [==============================] - 0s 13ms/step >13, 437/693, d1=0.472, d2=0.578 g=2.015 2/2 [==============================] - 0s 13ms/step >13, 438/693, d1=0.530, d2=0.571 g=1.958 2/2 [==============================] - 0s 14ms/step >13, 439/693, d1=0.528, d2=0.457 g=1.981 2/2 [==============================] - 0s 13ms/step >13, 440/693, d1=0.522, d2=0.466 g=1.748 2/2 [==============================] - 0s 13ms/step >13, 441/693, d1=0.498, d2=0.502 g=1.516 2/2 [==============================] - 0s 13ms/step >13, 442/693, d1=0.497, d2=0.472 g=2.209 2/2 [==============================] - 0s 15ms/step >13, 443/693, d1=0.575, d2=0.440 g=2.157 2/2 [==============================] - 0s 13ms/step >13, 444/693, d1=0.494, d2=0.367 g=2.160 2/2 [==============================] - 0s 13ms/step >13, 445/693, d1=0.481, d2=0.568 g=2.457 2/2 [==============================] - 0s 14ms/step >13, 446/693, d1=0.459, d2=0.379 g=2.340 2/2 [==============================] - 0s 13ms/step >13, 447/693, d1=0.514, d2=0.561 g=1.762 2/2 [==============================] - 0s 15ms/step >13, 448/693, d1=0.530, d2=0.561 g=2.209 2/2 [==============================] - 0s 12ms/step >13, 449/693, d1=0.372, d2=0.577 g=2.457 2/2 [==============================] - 0s 12ms/step >13, 450/693, d1=0.548, d2=0.393 g=2.008 2/2 [==============================] - 0s 14ms/step >13, 451/693, d1=0.571, d2=0.529 g=1.960 2/2 [==============================] - 0s 13ms/step >13, 452/693, d1=0.508, d2=0.511 g=1.734 2/2 [==============================] - 0s 14ms/step >13, 453/693, d1=0.644, d2=0.506 g=1.912 2/2 [==============================] - 0s 13ms/step >13, 454/693, d1=0.495, d2=0.647 g=2.210 2/2 [==============================] - 0s 12ms/step >13, 455/693, d1=0.438, d2=0.390 g=2.373 2/2 [==============================] - 0s 11ms/step >13, 456/693, d1=0.692, d2=0.420 g=1.672 2/2 [==============================] - 0s 12ms/step >13, 457/693, d1=0.416, d2=0.566 g=1.878 2/2 [==============================] - 0s 13ms/step >13, 458/693, d1=0.543, d2=0.436 g=2.214 2/2 [==============================] - 0s 12ms/step >13, 459/693, d1=0.521, d2=0.503 g=1.822 2/2 [==============================] - 0s 11ms/step >13, 460/693, d1=0.500, d2=0.626 g=2.083 2/2 [==============================] - 0s 13ms/step >13, 461/693, d1=0.570, d2=0.461 g=1.898 2/2 [==============================] - 0s 13ms/step >13, 462/693, d1=0.592, d2=0.501 g=2.433 2/2 [==============================] - 0s 13ms/step >13, 463/693, d1=0.530, d2=0.635 g=2.741 2/2 [==============================] - 0s 14ms/step >13, 464/693, d1=0.450, d2=0.417 g=2.056 2/2 [==============================] - 0s 13ms/step >13, 465/693, d1=0.459, d2=0.572 g=1.978 2/2 [==============================] - 0s 13ms/step >13, 466/693, d1=0.559, d2=0.439 g=1.758 2/2 [==============================] - 0s 13ms/step >13, 467/693, d1=0.556, d2=0.531 g=2.018 2/2 [==============================] - 0s 14ms/step >13, 468/693, d1=0.585, d2=0.471 g=1.895 2/2 [==============================] - 0s 14ms/step >13, 469/693, d1=0.593, d2=0.446 g=1.797 2/2 [==============================] - 0s 14ms/step >13, 470/693, d1=0.512, d2=0.573 g=2.277 2/2 [==============================] - 0s 13ms/step >13, 471/693, d1=0.525, d2=0.519 g=1.892 2/2 [==============================] - 0s 13ms/step >13, 472/693, d1=0.506, d2=0.496 g=1.978 2/2 [==============================] - 0s 14ms/step >13, 473/693, d1=0.617, d2=0.566 g=1.586 2/2 [==============================] - 0s 12ms/step >13, 474/693, d1=0.405, d2=0.470 g=1.690 2/2 [==============================] - 0s 12ms/step >13, 475/693, d1=0.486, d2=0.407 g=2.131 2/2 [==============================] - 0s 11ms/step >13, 476/693, d1=0.498, d2=0.512 g=1.824 2/2 [==============================] - 0s 12ms/step >13, 477/693, d1=0.445, d2=0.494 g=2.080 2/2 [==============================] - 0s 13ms/step >13, 478/693, d1=0.436, d2=0.388 g=2.232 2/2 [==============================] - 0s 13ms/step >13, 479/693, d1=0.603, d2=0.442 g=1.540 2/2 [==============================] - 0s 12ms/step >13, 480/693, d1=0.567, d2=0.555 g=2.128 2/2 [==============================] - 0s 12ms/step >13, 481/693, d1=0.607, d2=0.575 g=2.193 2/2 [==============================] - 0s 12ms/step >13, 482/693, d1=0.505, d2=0.585 g=1.782 2/2 [==============================] - 0s 13ms/step >13, 483/693, d1=0.531, d2=0.468 g=2.055 2/2 [==============================] - 0s 13ms/step >13, 484/693, d1=0.550, d2=0.584 g=2.571 2/2 [==============================] - 0s 13ms/step >13, 485/693, d1=0.578, d2=0.424 g=1.814 2/2 [==============================] - 0s 12ms/step >13, 486/693, d1=0.312, d2=0.466 g=2.132 2/2 [==============================] - 0s 12ms/step >13, 487/693, d1=0.481, d2=0.477 g=2.084 2/2 [==============================] - 0s 12ms/step >13, 488/693, d1=0.568, d2=0.481 g=1.981 2/2 [==============================] - 0s 11ms/step >13, 489/693, d1=0.498, d2=0.392 g=2.025 2/2 [==============================] - 0s 12ms/step >13, 490/693, d1=0.490, d2=0.468 g=2.635 2/2 [==============================] - 0s 13ms/step >13, 491/693, d1=0.501, d2=0.465 g=1.975 2/2 [==============================] - 0s 13ms/step >13, 492/693, d1=0.466, d2=0.545 g=2.043 2/2 [==============================] - 0s 11ms/step >13, 493/693, d1=0.438, d2=0.470 g=2.003 2/2 [==============================] - 0s 14ms/step >13, 494/693, d1=0.527, d2=0.396 g=2.215 2/2 [==============================] - 0s 11ms/step >13, 495/693, d1=0.467, d2=0.422 g=2.491 2/2 [==============================] - 0s 12ms/step >13, 496/693, d1=0.627, d2=0.602 g=1.749 2/2 [==============================] - 0s 12ms/step >13, 497/693, d1=0.346, d2=0.455 g=2.329 2/2 [==============================] - 0s 11ms/step >13, 498/693, d1=0.517, d2=0.445 g=2.608 2/2 [==============================] - 0s 14ms/step >13, 499/693, d1=0.537, d2=0.526 g=2.324 2/2 [==============================] - 0s 15ms/step >13, 500/693, d1=0.424, d2=0.507 g=2.030 2/2 [==============================] - 0s 14ms/step >13, 501/693, d1=0.562, d2=0.362 g=2.096 2/2 [==============================] - 0s 14ms/step >13, 502/693, d1=0.601, d2=0.555 g=1.687 2/2 [==============================] - 0s 13ms/step >13, 503/693, d1=0.422, d2=0.463 g=2.063 2/2 [==============================] - 0s 14ms/step >13, 504/693, d1=0.596, d2=0.448 g=2.315 2/2 [==============================] - 0s 13ms/step >13, 505/693, d1=0.446, d2=0.497 g=3.073 2/2 [==============================] - 0s 13ms/step >13, 506/693, d1=0.572, d2=0.472 g=2.363 2/2 [==============================] - 0s 14ms/step >13, 507/693, d1=0.689, d2=0.545 g=1.801 2/2 [==============================] - 0s 12ms/step >13, 508/693, d1=0.532, d2=0.451 g=2.053 2/2 [==============================] - 0s 12ms/step >13, 509/693, d1=0.483, d2=0.533 g=2.319 2/2 [==============================] - 0s 12ms/step >13, 510/693, d1=0.577, d2=0.551 g=2.192 2/2 [==============================] - 0s 13ms/step >13, 511/693, d1=0.563, d2=0.500 g=2.043 2/2 [==============================] - 0s 12ms/step >13, 512/693, d1=0.474, d2=0.499 g=2.359 2/2 [==============================] - 0s 12ms/step >13, 513/693, d1=0.503, d2=0.396 g=1.882 2/2 [==============================] - 0s 14ms/step >13, 514/693, d1=0.511, d2=0.553 g=2.250 2/2 [==============================] - 0s 13ms/step >13, 515/693, d1=0.578, d2=0.503 g=1.931 2/2 [==============================] - 0s 13ms/step >13, 516/693, d1=0.481, d2=0.432 g=1.772 2/2 [==============================] - 0s 13ms/step >13, 517/693, d1=0.456, d2=0.529 g=1.758 2/2 [==============================] - 0s 13ms/step >13, 518/693, d1=0.466, d2=0.449 g=1.832 2/2 [==============================] - 0s 13ms/step >13, 519/693, d1=0.455, d2=0.434 g=2.037 2/2 [==============================] - 0s 12ms/step >13, 520/693, d1=0.565, d2=0.468 g=2.166 2/2 [==============================] - 0s 13ms/step >13, 521/693, d1=0.488, d2=0.499 g=1.687 2/2 [==============================] - 0s 13ms/step >13, 522/693, d1=0.510, d2=0.417 g=2.590 2/2 [==============================] - 0s 13ms/step >13, 523/693, d1=0.573, d2=0.563 g=1.703 2/2 [==============================] - 0s 13ms/step >13, 524/693, d1=0.458, d2=0.442 g=2.385 2/2 [==============================] - 0s 12ms/step >13, 525/693, d1=0.471, d2=0.437 g=2.175 2/2 [==============================] - 0s 12ms/step >13, 526/693, d1=0.490, d2=0.389 g=1.660 2/2 [==============================] - 0s 12ms/step >13, 527/693, d1=0.458, d2=0.483 g=1.993 2/2 [==============================] - 0s 14ms/step >13, 528/693, d1=0.471, d2=0.593 g=2.494 2/2 [==============================] - 0s 13ms/step >13, 529/693, d1=0.624, d2=0.519 g=2.595 2/2 [==============================] - 0s 12ms/step >13, 530/693, d1=0.546, d2=0.425 g=1.939 2/2 [==============================] - 0s 13ms/step >13, 531/693, d1=0.533, d2=0.491 g=1.865 2/2 [==============================] - 0s 13ms/step >13, 532/693, d1=0.587, d2=0.637 g=1.847 2/2 [==============================] - 0s 14ms/step >13, 533/693, d1=0.672, d2=0.499 g=2.320 2/2 [==============================] - 0s 15ms/step >13, 534/693, d1=0.677, d2=0.392 g=1.653 2/2 [==============================] - 0s 12ms/step >13, 535/693, d1=0.451, d2=0.578 g=1.862 2/2 [==============================] - 0s 11ms/step >13, 536/693, d1=0.459, d2=0.535 g=1.843 2/2 [==============================] - 0s 12ms/step >13, 537/693, d1=0.551, d2=0.468 g=1.858 2/2 [==============================] - 0s 13ms/step >13, 538/693, d1=0.516, d2=0.456 g=1.904 2/2 [==============================] - 0s 14ms/step >13, 539/693, d1=0.469, d2=0.429 g=2.259 2/2 [==============================] - 0s 12ms/step >13, 540/693, d1=0.462, d2=0.465 g=1.986 2/2 [==============================] - 0s 12ms/step >13, 541/693, d1=0.590, d2=0.551 g=2.083 2/2 [==============================] - 0s 14ms/step >13, 542/693, d1=0.512, d2=0.474 g=1.879 2/2 [==============================] - 0s 15ms/step >13, 543/693, d1=0.542, d2=0.522 g=1.564 2/2 [==============================] - 0s 14ms/step >13, 544/693, d1=0.488, d2=0.449 g=1.815 2/2 [==============================] - 0s 13ms/step >13, 545/693, d1=0.509, d2=0.529 g=1.877 2/2 [==============================] - 0s 13ms/step >13, 546/693, d1=0.495, d2=0.466 g=2.282 2/2 [==============================] - 0s 12ms/step >13, 547/693, d1=0.548, d2=0.386 g=1.904 2/2 [==============================] - 0s 12ms/step >13, 548/693, d1=0.462, d2=0.507 g=2.188 2/2 [==============================] - 0s 12ms/step >13, 549/693, d1=0.512, d2=0.570 g=2.447 2/2 [==============================] - 0s 14ms/step >13, 550/693, d1=0.552, d2=0.380 g=2.374 2/2 [==============================] - 0s 12ms/step >13, 551/693, d1=0.421, d2=0.491 g=2.997 2/2 [==============================] - 0s 12ms/step >13, 552/693, d1=0.506, d2=0.515 g=2.423 2/2 [==============================] - 0s 12ms/step >13, 553/693, d1=0.475, d2=0.482 g=2.241 2/2 [==============================] - 0s 13ms/step >13, 554/693, d1=0.525, d2=0.478 g=2.483 2/2 [==============================] - 0s 14ms/step >13, 555/693, d1=0.505, d2=0.430 g=1.704 2/2 [==============================] - 0s 13ms/step >13, 556/693, d1=0.446, d2=0.502 g=1.737 2/2 [==============================] - 0s 12ms/step >13, 557/693, d1=0.425, d2=0.450 g=1.995 2/2 [==============================] - 0s 12ms/step >13, 558/693, d1=0.513, d2=0.484 g=2.058 2/2 [==============================] - 0s 14ms/step >13, 559/693, d1=0.483, d2=0.457 g=2.077 2/2 [==============================] - 0s 12ms/step >13, 560/693, d1=0.528, d2=0.433 g=1.844 2/2 [==============================] - 0s 13ms/step >13, 561/693, d1=0.552, d2=0.513 g=1.709 2/2 [==============================] - 0s 13ms/step >13, 562/693, d1=0.460, d2=0.462 g=1.810 2/2 [==============================] - 0s 14ms/step >13, 563/693, d1=0.460, d2=0.471 g=2.773 2/2 [==============================] - 0s 14ms/step >13, 564/693, d1=0.504, d2=0.509 g=1.795 2/2 [==============================] - 0s 13ms/step >13, 565/693, d1=0.513, d2=0.514 g=2.502 2/2 [==============================] - 0s 13ms/step >13, 566/693, d1=0.610, d2=0.514 g=2.367 2/2 [==============================] - 0s 13ms/step >13, 567/693, d1=0.598, d2=0.529 g=2.058 2/2 [==============================] - 0s 13ms/step >13, 568/693, d1=0.458, d2=0.516 g=2.457 2/2 [==============================] - 0s 14ms/step >13, 569/693, d1=0.581, d2=0.556 g=2.446 2/2 [==============================] - 0s 11ms/step >13, 570/693, d1=0.476, d2=0.446 g=1.935 2/2 [==============================] - 0s 12ms/step >13, 571/693, d1=0.506, d2=0.547 g=2.184 2/2 [==============================] - 0s 12ms/step >13, 572/693, d1=0.497, d2=0.530 g=2.123 2/2 [==============================] - 0s 14ms/step >13, 573/693, d1=0.589, d2=0.419 g=1.960 2/2 [==============================] - 0s 13ms/step >13, 574/693, d1=0.508, d2=0.498 g=1.637 2/2 [==============================] - 0s 13ms/step >13, 575/693, d1=0.451, d2=0.483 g=2.295 2/2 [==============================] - 0s 13ms/step >13, 576/693, d1=0.581, d2=0.500 g=1.976 2/2 [==============================] - 0s 13ms/step >13, 577/693, d1=0.501, d2=0.603 g=1.812 2/2 [==============================] - 0s 15ms/step >13, 578/693, d1=0.523, d2=0.484 g=1.989 2/2 [==============================] - 0s 14ms/step >13, 579/693, d1=0.450, d2=0.396 g=2.049 2/2 [==============================] - 0s 12ms/step >13, 580/693, d1=0.701, d2=0.549 g=2.121 2/2 [==============================] - 0s 13ms/step >13, 581/693, d1=0.538, d2=0.522 g=1.886 2/2 [==============================] - 0s 12ms/step >13, 582/693, d1=0.521, d2=0.487 g=1.554 2/2 [==============================] - 0s 12ms/step >13, 583/693, d1=0.456, d2=0.468 g=2.178 2/2 [==============================] - 0s 12ms/step >13, 584/693, d1=0.462, d2=0.425 g=2.429 2/2 [==============================] - 0s 13ms/step >13, 585/693, d1=0.589, d2=0.436 g=1.771 2/2 [==============================] - 0s 13ms/step >13, 586/693, d1=0.548, d2=0.604 g=2.260 2/2 [==============================] - 0s 13ms/step >13, 587/693, d1=0.607, d2=0.406 g=2.664 2/2 [==============================] - 0s 14ms/step >13, 588/693, d1=0.404, d2=0.535 g=1.894 2/2 [==============================] - 0s 13ms/step >13, 589/693, d1=0.524, d2=0.487 g=1.779 2/2 [==============================] - 0s 13ms/step >13, 590/693, d1=0.604, d2=0.487 g=2.507 2/2 [==============================] - 0s 12ms/step >13, 591/693, d1=0.460, d2=0.452 g=1.874 2/2 [==============================] - 0s 13ms/step >13, 592/693, d1=0.491, d2=0.499 g=2.120 2/2 [==============================] - 0s 13ms/step >13, 593/693, d1=0.580, d2=0.462 g=2.054 2/2 [==============================] - 0s 13ms/step >13, 594/693, d1=0.468, d2=0.452 g=2.120 2/2 [==============================] - 0s 13ms/step >13, 595/693, d1=0.442, d2=0.513 g=1.869 2/2 [==============================] - 0s 11ms/step >13, 596/693, d1=0.409, d2=0.437 g=2.031 2/2 [==============================] - 0s 12ms/step >13, 597/693, d1=0.550, d2=0.526 g=1.936 2/2 [==============================] - 0s 12ms/step >13, 598/693, d1=0.453, d2=0.380 g=2.304 2/2 [==============================] - 0s 13ms/step >13, 599/693, d1=0.503, d2=0.597 g=2.040 2/2 [==============================] - 0s 12ms/step >13, 600/693, d1=0.442, d2=0.398 g=2.213 2/2 [==============================] - 0s 11ms/step >13, 601/693, d1=0.518, d2=0.472 g=1.959 2/2 [==============================] - 0s 13ms/step >13, 602/693, d1=0.534, d2=0.493 g=1.909 2/2 [==============================] - 0s 13ms/step >13, 603/693, d1=0.453, d2=0.524 g=1.625 2/2 [==============================] - 0s 12ms/step >13, 604/693, d1=0.444, d2=0.484 g=2.163 2/2 [==============================] - 0s 12ms/step >13, 605/693, d1=0.489, d2=0.388 g=2.133 2/2 [==============================] - 0s 12ms/step >13, 606/693, d1=0.687, d2=0.463 g=2.112 2/2 [==============================] - 0s 12ms/step >13, 607/693, d1=0.486, d2=0.562 g=1.870 2/2 [==============================] - 0s 13ms/step >13, 608/693, d1=0.387, d2=0.552 g=2.317 2/2 [==============================] - 0s 14ms/step >13, 609/693, d1=0.665, d2=0.539 g=1.938 2/2 [==============================] - 0s 13ms/step >13, 610/693, d1=0.587, d2=0.469 g=1.633 2/2 [==============================] - 0s 13ms/step >13, 611/693, d1=0.528, d2=0.465 g=1.911 2/2 [==============================] - 0s 13ms/step >13, 612/693, d1=0.527, d2=0.562 g=1.944 2/2 [==============================] - 0s 13ms/step >13, 613/693, d1=0.514, d2=0.377 g=2.576 2/2 [==============================] - 0s 14ms/step >13, 614/693, d1=0.415, d2=0.403 g=2.251 2/2 [==============================] - 0s 12ms/step >13, 615/693, d1=0.534, d2=0.506 g=1.932 2/2 [==============================] - 0s 13ms/step >13, 616/693, d1=0.559, d2=0.472 g=1.777 2/2 [==============================] - 0s 13ms/step >13, 617/693, d1=0.424, d2=0.472 g=2.273 2/2 [==============================] - 0s 13ms/step >13, 618/693, d1=0.509, d2=0.573 g=2.282 2/2 [==============================] - 0s 14ms/step >13, 619/693, d1=0.514, d2=0.430 g=2.525 2/2 [==============================] - 0s 13ms/step >13, 620/693, d1=0.533, d2=0.503 g=1.866 2/2 [==============================] - 0s 12ms/step >13, 621/693, d1=0.513, d2=0.525 g=2.710 2/2 [==============================] - 0s 12ms/step >13, 622/693, d1=0.523, d2=0.492 g=2.457 2/2 [==============================] - 0s 12ms/step >13, 623/693, d1=0.569, d2=0.565 g=2.144 2/2 [==============================] - 0s 12ms/step >13, 624/693, d1=0.561, d2=0.464 g=2.119 2/2 [==============================] - 0s 13ms/step >13, 625/693, d1=0.483, d2=0.478 g=1.568 2/2 [==============================] - 0s 14ms/step >13, 626/693, d1=0.617, d2=0.501 g=1.898 2/2 [==============================] - 0s 12ms/step >13, 627/693, d1=0.476, d2=0.413 g=2.115 2/2 [==============================] - 0s 13ms/step >13, 628/693, d1=0.451, d2=0.614 g=1.968 2/2 [==============================] - 0s 12ms/step >13, 629/693, d1=0.536, d2=0.564 g=1.939 2/2 [==============================] - 0s 13ms/step >13, 630/693, d1=0.650, d2=0.465 g=2.261 2/2 [==============================] - 0s 12ms/step >13, 631/693, d1=0.558, d2=0.499 g=2.029 2/2 [==============================] - 0s 13ms/step >13, 632/693, d1=0.447, d2=0.483 g=1.744 2/2 [==============================] - 0s 12ms/step >13, 633/693, d1=0.675, d2=0.465 g=2.461 2/2 [==============================] - 0s 13ms/step >13, 634/693, d1=0.509, d2=0.478 g=2.466 2/2 [==============================] - 0s 12ms/step >13, 635/693, d1=0.533, d2=0.598 g=2.059 2/2 [==============================] - 0s 11ms/step >13, 636/693, d1=0.531, d2=0.473 g=2.040 2/2 [==============================] - 0s 11ms/step >13, 637/693, d1=0.572, d2=0.537 g=1.772 2/2 [==============================] - 0s 12ms/step >13, 638/693, d1=0.633, d2=0.417 g=1.904 2/2 [==============================] - 0s 13ms/step >13, 639/693, d1=0.414, d2=0.653 g=1.575 2/2 [==============================] - 0s 12ms/step >13, 640/693, d1=0.797, d2=0.558 g=1.914 2/2 [==============================] - 0s 14ms/step >13, 641/693, d1=0.667, d2=0.453 g=1.687 2/2 [==============================] - 0s 13ms/step >13, 642/693, d1=0.480, d2=0.663 g=2.184 2/2 [==============================] - 0s 14ms/step >13, 643/693, d1=0.507, d2=0.422 g=2.243 2/2 [==============================] - 0s 10ms/step >13, 644/693, d1=0.473, d2=0.506 g=2.230 2/2 [==============================] - 0s 14ms/step >13, 645/693, d1=0.640, d2=0.458 g=1.968 2/2 [==============================] - 0s 12ms/step >13, 646/693, d1=0.573, d2=0.601 g=1.916 2/2 [==============================] - 0s 11ms/step >13, 647/693, d1=0.380, d2=0.489 g=2.019 2/2 [==============================] - 0s 13ms/step >13, 648/693, d1=0.689, d2=0.417 g=2.065 2/2 [==============================] - 0s 12ms/step >13, 649/693, d1=0.583, d2=0.505 g=1.879 2/2 [==============================] - 0s 11ms/step >13, 650/693, d1=0.504, d2=0.466 g=1.802 2/2 [==============================] - 0s 14ms/step >13, 651/693, d1=0.444, d2=0.533 g=2.009 2/2 [==============================] - 0s 13ms/step >13, 652/693, d1=0.505, d2=0.513 g=2.012 2/2 [==============================] - 0s 12ms/step >13, 653/693, d1=0.473, d2=0.432 g=2.010 2/2 [==============================] - 0s 13ms/step >13, 654/693, d1=0.522, d2=0.484 g=1.820 2/2 [==============================] - 0s 12ms/step >13, 655/693, d1=0.569, d2=0.511 g=1.377 2/2 [==============================] - 0s 13ms/step >13, 656/693, d1=0.352, d2=0.496 g=1.880 2/2 [==============================] - 0s 13ms/step >13, 657/693, d1=0.517, d2=0.456 g=1.724 2/2 [==============================] - 0s 13ms/step >13, 658/693, d1=0.540, d2=0.618 g=2.152 2/2 [==============================] - 0s 13ms/step >13, 659/693, d1=0.522, d2=0.494 g=2.435 2/2 [==============================] - 0s 13ms/step >13, 660/693, d1=0.600, d2=0.544 g=2.082 2/2 [==============================] - 0s 13ms/step >13, 661/693, d1=0.636, d2=0.415 g=1.610 2/2 [==============================] - 0s 11ms/step >13, 662/693, d1=0.604, d2=0.630 g=1.622 2/2 [==============================] - 0s 12ms/step >13, 663/693, d1=0.483, d2=0.455 g=2.056 2/2 [==============================] - 0s 12ms/step >13, 664/693, d1=0.548, d2=0.487 g=2.061 2/2 [==============================] - 0s 12ms/step >13, 665/693, d1=0.561, d2=0.518 g=1.703 2/2 [==============================] - 0s 13ms/step >13, 666/693, d1=0.422, d2=0.470 g=1.676 2/2 [==============================] - 0s 14ms/step >13, 667/693, d1=0.529, d2=0.483 g=1.809 2/2 [==============================] - 0s 14ms/step >13, 668/693, d1=0.444, d2=0.431 g=2.173 2/2 [==============================] - 0s 14ms/step >13, 669/693, d1=0.575, d2=0.623 g=2.001 2/2 [==============================] - 0s 14ms/step >13, 670/693, d1=0.532, d2=0.482 g=1.955 2/2 [==============================] - 0s 14ms/step >13, 671/693, d1=0.522, d2=0.450 g=2.168 2/2 [==============================] - 0s 13ms/step >13, 672/693, d1=0.441, d2=0.491 g=2.397 2/2 [==============================] - 0s 12ms/step >13, 673/693, d1=0.460, d2=0.490 g=1.708 2/2 [==============================] - 0s 12ms/step >13, 674/693, d1=0.508, d2=0.405 g=1.713 2/2 [==============================] - 0s 12ms/step >13, 675/693, d1=0.521, d2=0.468 g=2.181 2/2 [==============================] - 0s 13ms/step >13, 676/693, d1=0.612, d2=0.442 g=1.856 2/2 [==============================] - 0s 13ms/step >13, 677/693, d1=0.371, d2=0.537 g=1.729 2/2 [==============================] - 0s 12ms/step >13, 678/693, d1=0.429, d2=0.456 g=2.106 2/2 [==============================] - 0s 12ms/step >13, 679/693, d1=0.511, d2=0.524 g=2.011 2/2 [==============================] - 0s 12ms/step >13, 680/693, d1=0.440, d2=0.536 g=1.909 2/2 [==============================] - 0s 14ms/step >13, 681/693, d1=0.557, d2=0.514 g=2.135 2/2 [==============================] - 0s 12ms/step >13, 682/693, d1=0.561, d2=0.426 g=1.846 2/2 [==============================] - 0s 12ms/step >13, 683/693, d1=0.445, d2=0.522 g=2.252 2/2 [==============================] - 0s 12ms/step >13, 684/693, d1=0.532, d2=0.411 g=1.555 2/2 [==============================] - 0s 13ms/step >13, 685/693, d1=0.469, d2=0.457 g=2.359 2/2 [==============================] - 0s 14ms/step >13, 686/693, d1=0.573, d2=0.523 g=1.979 2/2 [==============================] - 0s 14ms/step >13, 687/693, d1=0.509, d2=0.441 g=1.562 2/2 [==============================] - 0s 13ms/step >13, 688/693, d1=0.548, d2=0.470 g=2.160 2/2 [==============================] - 0s 13ms/step >13, 689/693, d1=0.579, d2=0.513 g=1.957 2/2 [==============================] - 0s 13ms/step >13, 690/693, d1=0.614, d2=0.537 g=1.887 2/2 [==============================] - 0s 14ms/step >13, 691/693, d1=0.482, d2=0.545 g=2.215 2/2 [==============================] - 0s 14ms/step >13, 692/693, d1=0.507, d2=0.421 g=2.382 2/2 [==============================] - 0s 12ms/step >13, 693/693, d1=0.609, d2=0.445 g=2.229 2/2 [==============================] - 0s 12ms/step >14, 1/693, d1=0.433, d2=0.489 g=1.824 2/2 [==============================] - 0s 12ms/step >14, 2/693, d1=0.405, d2=0.421 g=1.988 2/2 [==============================] - 0s 12ms/step >14, 3/693, d1=0.567, d2=0.423 g=2.156 2/2 [==============================] - 0s 13ms/step >14, 4/693, d1=0.544, d2=0.436 g=1.948 2/2 [==============================] - 0s 13ms/step >14, 5/693, d1=0.449, d2=0.542 g=2.084 2/2 [==============================] - 0s 14ms/step >14, 6/693, d1=0.575, d2=0.559 g=1.816 2/2 [==============================] - 0s 13ms/step >14, 7/693, d1=0.446, d2=0.555 g=1.918 2/2 [==============================] - 0s 13ms/step >14, 8/693, d1=0.628, d2=0.459 g=2.129 2/2 [==============================] - 0s 13ms/step >14, 9/693, d1=0.538, d2=0.472 g=1.810 2/2 [==============================] - 0s 13ms/step >14, 10/693, d1=0.518, d2=0.530 g=1.558 2/2 [==============================] - 0s 13ms/step >14, 11/693, d1=0.604, d2=0.555 g=2.080 2/2 [==============================] - 0s 14ms/step >14, 12/693, d1=0.520, d2=0.554 g=1.827 2/2 [==============================] - 0s 13ms/step >14, 13/693, d1=0.438, d2=0.432 g=2.086 2/2 [==============================] - 0s 12ms/step >14, 14/693, d1=0.633, d2=0.607 g=1.664 2/2 [==============================] - 0s 12ms/step >14, 15/693, d1=0.645, d2=0.502 g=1.973 2/2 [==============================] - 0s 13ms/step >14, 16/693, d1=0.438, d2=0.501 g=1.765 2/2 [==============================] - 0s 12ms/step >14, 17/693, d1=0.390, d2=0.432 g=1.820 2/2 [==============================] - 0s 13ms/step >14, 18/693, d1=0.641, d2=0.558 g=2.265 2/2 [==============================] - 0s 14ms/step >14, 19/693, d1=0.439, d2=0.368 g=2.209 2/2 [==============================] - 0s 12ms/step >14, 20/693, d1=0.431, d2=0.528 g=2.398 2/2 [==============================] - 0s 13ms/step >14, 21/693, d1=0.550, d2=0.478 g=1.634 2/2 [==============================] - 0s 13ms/step >14, 22/693, d1=0.471, d2=0.559 g=2.127 2/2 [==============================] - 0s 12ms/step >14, 23/693, d1=0.622, d2=0.458 g=2.073 2/2 [==============================] - 0s 12ms/step >14, 24/693, d1=0.474, d2=0.585 g=1.986 2/2 [==============================] - 0s 12ms/step >14, 25/693, d1=0.505, d2=0.444 g=2.323 2/2 [==============================] - 0s 13ms/step >14, 26/693, d1=0.620, d2=0.506 g=2.090 2/2 [==============================] - 0s 13ms/step >14, 27/693, d1=0.568, d2=0.586 g=2.017 2/2 [==============================] - 0s 12ms/step >14, 28/693, d1=0.516, d2=0.550 g=1.925 2/2 [==============================] - 0s 12ms/step >14, 29/693, d1=0.552, d2=0.417 g=1.994 2/2 [==============================] - 0s 14ms/step >14, 30/693, d1=0.507, d2=0.465 g=2.274 2/2 [==============================] - 0s 13ms/step >14, 31/693, d1=0.636, d2=0.587 g=2.313 2/2 [==============================] - 0s 15ms/step >14, 32/693, d1=0.501, d2=0.442 g=1.785 2/2 [==============================] - 0s 13ms/step >14, 33/693, d1=0.483, d2=0.425 g=1.977 2/2 [==============================] - 0s 13ms/step >14, 34/693, d1=0.630, d2=0.528 g=2.282 2/2 [==============================] - 0s 13ms/step >14, 35/693, d1=0.478, d2=0.433 g=2.193 2/2 [==============================] - 0s 12ms/step >14, 36/693, d1=0.626, d2=0.457 g=2.096 2/2 [==============================] - 0s 13ms/step >14, 37/693, d1=0.513, d2=0.543 g=2.366 2/2 [==============================] - 0s 12ms/step >14, 38/693, d1=0.671, d2=0.462 g=2.297 2/2 [==============================] - 0s 13ms/step >14, 39/693, d1=0.589, d2=0.525 g=1.966 2/2 [==============================] - 0s 12ms/step >14, 40/693, d1=0.518, d2=0.532 g=1.519 2/2 [==============================] - 0s 11ms/step >14, 41/693, d1=0.399, d2=0.462 g=2.453 2/2 [==============================] - 0s 13ms/step >14, 42/693, d1=0.500, d2=0.565 g=2.117 2/2 [==============================] - 0s 13ms/step >14, 43/693, d1=0.529, d2=0.476 g=2.081 2/2 [==============================] - 0s 14ms/step >14, 44/693, d1=0.416, d2=0.424 g=1.675 2/2 [==============================] - 0s 13ms/step >14, 45/693, d1=0.525, d2=0.426 g=2.145 2/2 [==============================] - 0s 11ms/step >14, 46/693, d1=0.521, d2=0.498 g=2.248 2/2 [==============================] - 0s 13ms/step >14, 47/693, d1=0.581, d2=0.443 g=2.090 2/2 [==============================] - 0s 13ms/step >14, 48/693, d1=0.473, d2=0.535 g=2.636 2/2 [==============================] - 0s 13ms/step >14, 49/693, d1=0.531, d2=0.529 g=1.852 2/2 [==============================] - 0s 13ms/step >14, 50/693, d1=0.458, d2=0.517 g=2.575 2/2 [==============================] - 0s 12ms/step >14, 51/693, d1=0.473, d2=0.389 g=2.426 2/2 [==============================] - 0s 14ms/step >14, 52/693, d1=0.483, d2=0.496 g=2.289 2/2 [==============================] - 0s 13ms/step >14, 53/693, d1=0.417, d2=0.526 g=1.989 2/2 [==============================] - 0s 12ms/step >14, 54/693, d1=0.542, d2=0.478 g=2.004 2/2 [==============================] - 0s 12ms/step >14, 55/693, d1=0.425, d2=0.442 g=1.928 2/2 [==============================] - 0s 12ms/step >14, 56/693, d1=0.526, d2=0.590 g=2.228 2/2 [==============================] - 0s 15ms/step >14, 57/693, d1=0.518, d2=0.527 g=1.983 2/2 [==============================] - 0s 12ms/step >14, 58/693, d1=0.691, d2=0.524 g=2.289 2/2 [==============================] - 0s 14ms/step >14, 59/693, d1=0.490, d2=0.524 g=2.211 2/2 [==============================] - 0s 12ms/step >14, 60/693, d1=0.543, d2=0.513 g=1.896 2/2 [==============================] - 0s 12ms/step >14, 61/693, d1=0.518, d2=0.480 g=1.666 2/2 [==============================] - 0s 12ms/step >14, 62/693, d1=0.464, d2=0.521 g=1.806 2/2 [==============================] - 0s 13ms/step >14, 63/693, d1=0.533, d2=0.411 g=2.263 2/2 [==============================] - 0s 14ms/step >14, 64/693, d1=0.563, d2=0.561 g=2.918 2/2 [==============================] - 0s 13ms/step >14, 65/693, d1=0.566, d2=0.476 g=2.125 2/2 [==============================] - 0s 13ms/step >14, 66/693, d1=0.540, d2=0.570 g=1.669 2/2 [==============================] - 0s 13ms/step >14, 67/693, d1=0.474, d2=0.428 g=1.528 2/2 [==============================] - 0s 12ms/step >14, 68/693, d1=0.546, d2=0.489 g=2.570 2/2 [==============================] - 0s 13ms/step >14, 69/693, d1=0.457, d2=0.388 g=2.381 2/2 [==============================] - 0s 13ms/step >14, 70/693, d1=0.507, d2=0.496 g=1.863 2/2 [==============================] - 0s 14ms/step >14, 71/693, d1=0.485, d2=0.574 g=2.014 2/2 [==============================] - 0s 13ms/step >14, 72/693, d1=0.485, d2=0.500 g=2.508 2/2 [==============================] - 0s 13ms/step >14, 73/693, d1=0.376, d2=0.383 g=3.079 2/2 [==============================] - 0s 13ms/step >14, 74/693, d1=0.643, d2=0.503 g=1.824 2/2 [==============================] - 0s 12ms/step >14, 75/693, d1=0.527, d2=0.474 g=1.857 2/2 [==============================] - 0s 12ms/step >14, 76/693, d1=0.454, d2=0.461 g=1.906 2/2 [==============================] - 0s 11ms/step >14, 77/693, d1=0.559, d2=0.425 g=2.067 2/2 [==============================] - 0s 12ms/step >14, 78/693, d1=0.536, d2=0.568 g=2.337 2/2 [==============================] - 0s 12ms/step >14, 79/693, d1=0.448, d2=0.589 g=2.458 2/2 [==============================] - 0s 12ms/step >14, 80/693, d1=0.477, d2=0.460 g=2.231 2/2 [==============================] - 0s 14ms/step >14, 81/693, d1=0.523, d2=0.438 g=2.150 2/2 [==============================] - 0s 12ms/step >14, 82/693, d1=0.534, d2=0.494 g=2.483 2/2 [==============================] - 0s 13ms/step >14, 83/693, d1=0.453, d2=0.361 g=2.307 2/2 [==============================] - 0s 12ms/step >14, 84/693, d1=0.682, d2=0.569 g=1.985 2/2 [==============================] - 0s 11ms/step >14, 85/693, d1=0.467, d2=0.464 g=2.039 2/2 [==============================] - 0s 13ms/step >14, 86/693, d1=0.392, d2=0.450 g=2.042 2/2 [==============================] - 0s 13ms/step >14, 87/693, d1=0.579, d2=0.532 g=2.219 2/2 [==============================] - 0s 13ms/step >14, 88/693, d1=0.519, d2=0.416 g=1.995 2/2 [==============================] - 0s 13ms/step >14, 89/693, d1=0.604, d2=0.555 g=2.413 2/2 [==============================] - 0s 12ms/step >14, 90/693, d1=0.524, d2=0.478 g=2.303 2/2 [==============================] - 0s 13ms/step >14, 91/693, d1=0.471, d2=0.465 g=1.635 2/2 [==============================] - 0s 13ms/step >14, 92/693, d1=0.544, d2=0.602 g=1.740 2/2 [==============================] - 0s 12ms/step >14, 93/693, d1=0.417, d2=0.566 g=2.041 2/2 [==============================] - 0s 12ms/step >14, 94/693, d1=0.548, d2=0.473 g=2.684 2/2 [==============================] - 0s 12ms/step >14, 95/693, d1=0.470, d2=0.465 g=2.092 2/2 [==============================] - 0s 12ms/step >14, 96/693, d1=0.533, d2=0.426 g=1.803 2/2 [==============================] - 0s 13ms/step >14, 97/693, d1=0.438, d2=0.458 g=1.922 2/2 [==============================] - 0s 12ms/step >14, 98/693, d1=0.484, d2=0.462 g=1.956 2/2 [==============================] - 0s 14ms/step >14, 99/693, d1=0.519, d2=0.471 g=2.646 2/2 [==============================] - 0s 12ms/step >14, 100/693, d1=0.485, d2=0.396 g=1.763 2/2 [==============================] - 0s 14ms/step >14, 101/693, d1=0.597, d2=0.577 g=1.465 2/2 [==============================] - 0s 13ms/step >14, 102/693, d1=0.469, d2=0.584 g=1.655 2/2 [==============================] - 0s 13ms/step >14, 103/693, d1=0.467, d2=0.454 g=2.184 2/2 [==============================] - 0s 14ms/step >14, 104/693, d1=0.518, d2=0.602 g=2.040 2/2 [==============================] - 0s 14ms/step >14, 105/693, d1=0.649, d2=0.374 g=2.341 2/2 [==============================] - 0s 13ms/step >14, 106/693, d1=0.525, d2=0.643 g=1.616 2/2 [==============================] - 0s 11ms/step >14, 107/693, d1=0.446, d2=0.556 g=2.170 2/2 [==============================] - 0s 13ms/step >14, 108/693, d1=0.574, d2=0.490 g=1.979 2/2 [==============================] - 0s 13ms/step >14, 109/693, d1=0.533, d2=0.498 g=1.754 2/2 [==============================] - 0s 13ms/step >14, 110/693, d1=0.466, d2=0.408 g=1.711 2/2 [==============================] - 0s 12ms/step >14, 111/693, d1=0.417, d2=0.546 g=2.131 2/2 [==============================] - 0s 14ms/step >14, 112/693, d1=0.507, d2=0.468 g=1.991 2/2 [==============================] - 0s 13ms/step >14, 113/693, d1=0.414, d2=0.526 g=2.064 2/2 [==============================] - 0s 14ms/step >14, 114/693, d1=0.565, d2=0.352 g=2.018 2/2 [==============================] - 0s 14ms/step >14, 115/693, d1=0.577, d2=0.583 g=2.738 2/2 [==============================] - 0s 13ms/step >14, 116/693, d1=0.538, d2=0.356 g=1.833 2/2 [==============================] - 0s 12ms/step >14, 117/693, d1=0.577, d2=0.507 g=1.946 2/2 [==============================] - 0s 14ms/step >14, 118/693, d1=0.552, d2=0.583 g=1.599 2/2 [==============================] - 0s 12ms/step >14, 119/693, d1=0.546, d2=0.413 g=2.137 2/2 [==============================] - 0s 14ms/step >14, 120/693, d1=0.441, d2=0.598 g=1.795 2/2 [==============================] - 0s 13ms/step >14, 121/693, d1=0.562, d2=0.509 g=2.248 2/2 [==============================] - 0s 12ms/step >14, 122/693, d1=0.461, d2=0.474 g=1.869 2/2 [==============================] - 0s 12ms/step >14, 123/693, d1=0.634, d2=0.505 g=2.246 2/2 [==============================] - 0s 13ms/step >14, 124/693, d1=0.471, d2=0.484 g=1.889 2/2 [==============================] - 0s 13ms/step >14, 125/693, d1=0.465, d2=0.459 g=2.249 2/2 [==============================] - 0s 14ms/step >14, 126/693, d1=0.445, d2=0.384 g=2.323 2/2 [==============================] - 0s 13ms/step >14, 127/693, d1=0.668, d2=0.588 g=2.250 2/2 [==============================] - 0s 12ms/step >14, 128/693, d1=0.574, d2=0.567 g=1.974 2/2 [==============================] - 0s 13ms/step >14, 129/693, d1=0.431, d2=0.448 g=2.582 2/2 [==============================] - 0s 13ms/step >14, 130/693, d1=0.557, d2=0.458 g=1.750 2/2 [==============================] - 0s 13ms/step >14, 131/693, d1=0.620, d2=0.588 g=1.646 2/2 [==============================] - 0s 11ms/step >14, 132/693, d1=0.324, d2=0.427 g=1.712 2/2 [==============================] - 0s 12ms/step >14, 133/693, d1=0.535, d2=0.359 g=1.934 2/2 [==============================] - 0s 12ms/step >14, 134/693, d1=0.412, d2=0.563 g=2.054 2/2 [==============================] - 0s 13ms/step >14, 135/693, d1=0.511, d2=0.478 g=2.448 2/2 [==============================] - 0s 12ms/step >14, 136/693, d1=0.468, d2=0.396 g=1.994 2/2 [==============================] - 0s 12ms/step >14, 137/693, d1=0.607, d2=0.361 g=1.987 2/2 [==============================] - 0s 14ms/step >14, 138/693, d1=0.494, d2=0.552 g=1.823 2/2 [==============================] - 0s 13ms/step >14, 139/693, d1=0.453, d2=0.575 g=2.311 2/2 [==============================] - 0s 13ms/step >14, 140/693, d1=0.479, d2=0.427 g=2.119 2/2 [==============================] - 0s 13ms/step >14, 141/693, d1=0.606, d2=0.473 g=2.040 2/2 [==============================] - 0s 13ms/step >14, 142/693, d1=0.484, d2=0.510 g=1.961 2/2 [==============================] - 0s 12ms/step >14, 143/693, d1=0.447, d2=0.424 g=2.019 2/2 [==============================] - 0s 13ms/step >14, 144/693, d1=0.502, d2=0.486 g=2.347 2/2 [==============================] - 0s 13ms/step >14, 145/693, d1=0.535, d2=0.463 g=1.945 2/2 [==============================] - 0s 13ms/step >14, 146/693, d1=0.491, d2=0.461 g=1.807 2/2 [==============================] - 0s 13ms/step >14, 147/693, d1=0.458, d2=0.482 g=2.113 2/2 [==============================] - 0s 12ms/step >14, 148/693, d1=0.510, d2=0.479 g=1.925 2/2 [==============================] - 0s 13ms/step >14, 149/693, d1=0.578, d2=0.494 g=2.459 2/2 [==============================] - 0s 13ms/step >14, 150/693, d1=0.585, d2=0.395 g=2.897 2/2 [==============================] - 0s 14ms/step >14, 151/693, d1=0.497, d2=0.489 g=1.989 2/2 [==============================] - 0s 12ms/step >14, 152/693, d1=0.647, d2=0.460 g=2.185 2/2 [==============================] - 0s 14ms/step >14, 153/693, d1=0.437, d2=0.563 g=1.692 2/2 [==============================] - 0s 13ms/step >14, 154/693, d1=0.509, d2=0.630 g=2.127 2/2 [==============================] - 0s 14ms/step >14, 155/693, d1=0.530, d2=0.534 g=1.872 2/2 [==============================] - 0s 12ms/step >14, 156/693, d1=0.532, d2=0.369 g=1.761 2/2 [==============================] - 0s 12ms/step >14, 157/693, d1=0.471, d2=0.513 g=2.122 2/2 [==============================] - 0s 13ms/step >14, 158/693, d1=0.532, d2=0.408 g=1.734 2/2 [==============================] - 0s 13ms/step >14, 159/693, d1=0.567, d2=0.522 g=2.361 2/2 [==============================] - 0s 12ms/step >14, 160/693, d1=0.552, d2=0.499 g=1.545 2/2 [==============================] - 0s 14ms/step >14, 161/693, d1=0.494, d2=0.522 g=1.388 2/2 [==============================] - 0s 12ms/step >14, 162/693, d1=0.440, d2=0.500 g=1.994 2/2 [==============================] - 0s 13ms/step >14, 163/693, d1=0.490, d2=0.508 g=2.160 2/2 [==============================] - 0s 14ms/step >14, 164/693, d1=0.602, d2=0.369 g=2.106 2/2 [==============================] - 0s 15ms/step >14, 165/693, d1=0.512, d2=0.487 g=1.930 2/2 [==============================] - 0s 13ms/step >14, 166/693, d1=0.475, d2=0.475 g=1.393 2/2 [==============================] - 0s 13ms/step >14, 167/693, d1=0.401, d2=0.489 g=1.822 2/2 [==============================] - 0s 13ms/step >14, 168/693, d1=0.618, d2=0.366 g=1.566 2/2 [==============================] - 0s 12ms/step >14, 169/693, d1=0.467, d2=0.651 g=2.680 2/2 [==============================] - 0s 13ms/step >14, 170/693, d1=0.427, d2=0.497 g=2.040 2/2 [==============================] - 0s 13ms/step >14, 171/693, d1=0.658, d2=0.519 g=2.168 2/2 [==============================] - 0s 13ms/step >14, 172/693, d1=0.587, d2=0.531 g=1.657 2/2 [==============================] - 0s 14ms/step >14, 173/693, d1=0.465, d2=0.602 g=1.900 2/2 [==============================] - 0s 13ms/step >14, 174/693, d1=0.720, d2=0.458 g=2.048 2/2 [==============================] - 0s 13ms/step >14, 175/693, d1=0.534, d2=0.554 g=1.900 2/2 [==============================] - 0s 14ms/step >14, 176/693, d1=0.397, d2=0.514 g=2.154 2/2 [==============================] - 0s 14ms/step >14, 177/693, d1=0.498, d2=0.388 g=1.962 2/2 [==============================] - 0s 15ms/step >14, 178/693, d1=0.558, d2=0.376 g=2.000 2/2 [==============================] - 0s 12ms/step >14, 179/693, d1=0.460, d2=0.561 g=2.009 2/2 [==============================] - 0s 14ms/step >14, 180/693, d1=0.386, d2=0.588 g=2.059 2/2 [==============================] - 0s 13ms/step >14, 181/693, d1=0.597, d2=0.444 g=2.135 2/2 [==============================] - 0s 12ms/step >14, 182/693, d1=0.549, d2=0.422 g=1.968 2/2 [==============================] - 0s 13ms/step >14, 183/693, d1=0.496, d2=0.532 g=1.643 2/2 [==============================] - 0s 13ms/step >14, 184/693, d1=0.536, d2=0.556 g=1.866 2/2 [==============================] - 0s 12ms/step >14, 185/693, d1=0.462, d2=0.443 g=1.755 2/2 [==============================] - 0s 13ms/step >14, 186/693, d1=0.608, d2=0.538 g=2.260 2/2 [==============================] - 0s 12ms/step >14, 187/693, d1=0.566, d2=0.517 g=1.963 2/2 [==============================] - 0s 13ms/step >14, 188/693, d1=0.580, d2=0.483 g=2.203 2/2 [==============================] - 0s 12ms/step >14, 189/693, d1=0.381, d2=0.429 g=1.939 2/2 [==============================] - 0s 12ms/step >14, 190/693, d1=0.535, d2=0.437 g=1.920 2/2 [==============================] - 0s 13ms/step >14, 191/693, d1=0.483, d2=0.488 g=2.105 2/2 [==============================] - 0s 12ms/step >14, 192/693, d1=0.584, d2=0.538 g=1.650 2/2 [==============================] - 0s 12ms/step >14, 193/693, d1=0.452, d2=0.465 g=2.155 2/2 [==============================] - 0s 13ms/step >14, 194/693, d1=0.490, d2=0.409 g=1.950 2/2 [==============================] - 0s 12ms/step >14, 195/693, d1=0.479, d2=0.444 g=2.083 2/2 [==============================] - 0s 14ms/step >14, 196/693, d1=0.525, d2=0.580 g=1.583 2/2 [==============================] - 0s 13ms/step >14, 197/693, d1=0.476, d2=0.465 g=1.624 2/2 [==============================] - 0s 14ms/step >14, 198/693, d1=0.588, d2=0.425 g=2.078 2/2 [==============================] - 0s 13ms/step >14, 199/693, d1=0.439, d2=0.402 g=1.901 2/2 [==============================] - 0s 13ms/step >14, 200/693, d1=0.440, d2=0.530 g=2.083 2/2 [==============================] - 0s 11ms/step >14, 201/693, d1=0.462, d2=0.385 g=1.746 2/2 [==============================] - 0s 13ms/step >14, 202/693, d1=0.570, d2=0.444 g=1.901 2/2 [==============================] - 0s 13ms/step >14, 203/693, d1=0.510, d2=0.526 g=1.965 2/2 [==============================] - 0s 13ms/step >14, 204/693, d1=0.465, d2=0.439 g=1.627 2/2 [==============================] - 0s 12ms/step >14, 205/693, d1=0.517, d2=0.520 g=1.899 2/2 [==============================] - 0s 14ms/step >14, 206/693, d1=0.417, d2=0.546 g=2.230 2/2 [==============================] - 0s 13ms/step >14, 207/693, d1=0.556, d2=0.460 g=1.851 2/2 [==============================] - 0s 13ms/step >14, 208/693, d1=0.470, d2=0.452 g=2.057 2/2 [==============================] - 0s 13ms/step >14, 209/693, d1=0.493, d2=0.492 g=2.354 2/2 [==============================] - 0s 12ms/step >14, 210/693, d1=0.522, d2=0.428 g=2.664 2/2 [==============================] - 0s 12ms/step >14, 211/693, d1=0.415, d2=0.536 g=1.963 2/2 [==============================] - 0s 12ms/step >14, 212/693, d1=0.424, d2=0.519 g=2.039 2/2 [==============================] - 0s 12ms/step >14, 213/693, d1=0.581, d2=0.399 g=2.101 2/2 [==============================] - 0s 13ms/step >14, 214/693, d1=0.590, d2=0.585 g=1.757 2/2 [==============================] - 0s 13ms/step >14, 215/693, d1=0.561, d2=0.619 g=2.094 2/2 [==============================] - 0s 13ms/step >14, 216/693, d1=0.584, d2=0.470 g=1.970 2/2 [==============================] - 0s 14ms/step >14, 217/693, d1=0.581, d2=0.460 g=1.935 2/2 [==============================] - 0s 14ms/step >14, 218/693, d1=0.455, d2=0.489 g=1.392 2/2 [==============================] - 0s 12ms/step >14, 219/693, d1=0.381, d2=0.438 g=2.039 2/2 [==============================] - 0s 12ms/step >14, 220/693, d1=0.588, d2=0.571 g=2.001 2/2 [==============================] - 0s 12ms/step >14, 221/693, d1=0.395, d2=0.514 g=1.855 2/2 [==============================] - 0s 13ms/step >14, 222/693, d1=0.583, d2=0.458 g=1.794 2/2 [==============================] - 0s 13ms/step >14, 223/693, d1=0.607, d2=0.517 g=2.021 2/2 [==============================] - 0s 12ms/step >14, 224/693, d1=0.445, d2=0.378 g=2.441 2/2 [==============================] - 0s 12ms/step >14, 225/693, d1=0.489, d2=0.494 g=1.618 2/2 [==============================] - 0s 12ms/step >14, 226/693, d1=0.445, d2=0.509 g=2.436 2/2 [==============================] - 0s 13ms/step >14, 227/693, d1=0.457, d2=0.488 g=1.859 2/2 [==============================] - 0s 13ms/step >14, 228/693, d1=0.494, d2=0.430 g=2.445 2/2 [==============================] - 0s 11ms/step >14, 229/693, d1=0.466, d2=0.408 g=1.875 2/2 [==============================] - 0s 14ms/step >14, 230/693, d1=0.446, d2=0.509 g=2.419 2/2 [==============================] - 0s 12ms/step >14, 231/693, d1=0.431, d2=0.415 g=2.103 2/2 [==============================] - 0s 14ms/step >14, 232/693, d1=0.600, d2=0.534 g=2.089 2/2 [==============================] - 0s 13ms/step >14, 233/693, d1=0.547, d2=0.456 g=1.770 2/2 [==============================] - 0s 13ms/step >14, 234/693, d1=0.528, d2=0.574 g=1.685 2/2 [==============================] - 0s 12ms/step >14, 235/693, d1=0.555, d2=0.565 g=1.760 2/2 [==============================] - 0s 13ms/step >14, 236/693, d1=0.527, d2=0.474 g=2.005 2/2 [==============================] - 0s 13ms/step >14, 237/693, d1=0.555, d2=0.514 g=1.971 2/2 [==============================] - 0s 13ms/step >14, 238/693, d1=0.527, d2=0.425 g=1.788 2/2 [==============================] - 0s 14ms/step >14, 239/693, d1=0.561, d2=0.520 g=2.263 2/2 [==============================] - 0s 13ms/step >14, 240/693, d1=0.431, d2=0.518 g=1.758 2/2 [==============================] - 0s 13ms/step >14, 241/693, d1=0.548, d2=0.511 g=2.230 2/2 [==============================] - 0s 12ms/step >14, 242/693, d1=0.525, d2=0.400 g=2.401 2/2 [==============================] - 0s 12ms/step >14, 243/693, d1=0.400, d2=0.446 g=2.598 2/2 [==============================] - 0s 13ms/step >14, 244/693, d1=0.398, d2=0.349 g=2.997 2/2 [==============================] - 0s 13ms/step >14, 245/693, d1=0.575, d2=0.381 g=2.435 2/2 [==============================] - 0s 12ms/step >14, 246/693, d1=0.374, d2=0.395 g=2.906 2/2 [==============================] - 0s 13ms/step >14, 247/693, d1=0.317, d2=0.421 g=3.085 2/2 [==============================] - 0s 12ms/step >14, 248/693, d1=0.462, d2=0.407 g=2.433 2/2 [==============================] - 0s 12ms/step >14, 249/693, d1=0.413, d2=0.388 g=1.962 2/2 [==============================] - 0s 13ms/step >14, 250/693, d1=0.561, d2=0.443 g=2.692 2/2 [==============================] - 0s 12ms/step >14, 251/693, d1=0.419, d2=0.411 g=2.120 2/2 [==============================] - 0s 14ms/step >14, 252/693, d1=0.225, d2=0.405 g=2.228 2/2 [==============================] - 0s 14ms/step >14, 253/693, d1=0.530, d2=0.346 g=1.834 2/2 [==============================] - 0s 13ms/step >14, 254/693, d1=0.485, d2=0.415 g=1.962 2/2 [==============================] - 0s 12ms/step >14, 255/693, d1=0.451, d2=0.516 g=1.953 2/2 [==============================] - 0s 13ms/step >14, 256/693, d1=0.630, d2=0.481 g=2.080 2/2 [==============================] - 0s 15ms/step >14, 257/693, d1=0.460, d2=0.579 g=1.653 2/2 [==============================] - 0s 12ms/step >14, 258/693, d1=0.475, d2=0.598 g=2.097 2/2 [==============================] - 0s 12ms/step >14, 259/693, d1=0.541, d2=0.453 g=2.327 2/2 [==============================] - 0s 14ms/step >14, 260/693, d1=0.575, d2=0.461 g=2.267 2/2 [==============================] - 0s 14ms/step >14, 261/693, d1=0.566, d2=0.623 g=1.988 2/2 [==============================] - 0s 14ms/step >14, 262/693, d1=0.589, d2=0.596 g=2.399 2/2 [==============================] - 0s 13ms/step >14, 263/693, d1=0.512, d2=0.408 g=2.024 2/2 [==============================] - 0s 13ms/step >14, 264/693, d1=0.514, d2=0.538 g=1.761 2/2 [==============================] - 0s 13ms/step >14, 265/693, d1=0.544, d2=0.458 g=2.182 2/2 [==============================] - 0s 13ms/step >14, 266/693, d1=0.482, d2=0.468 g=2.098 2/2 [==============================] - 0s 13ms/step >14, 267/693, d1=0.637, d2=0.568 g=1.788 2/2 [==============================] - 0s 12ms/step >14, 268/693, d1=0.408, d2=0.487 g=1.816 2/2 [==============================] - 0s 13ms/step >14, 269/693, d1=0.646, d2=0.512 g=2.102 2/2 [==============================] - 0s 13ms/step >14, 270/693, d1=0.452, d2=0.377 g=2.176 2/2 [==============================] - 0s 12ms/step >14, 271/693, d1=0.501, d2=0.386 g=1.880 2/2 [==============================] - 0s 14ms/step >14, 272/693, d1=0.473, d2=0.457 g=2.942 2/2 [==============================] - 0s 12ms/step >14, 273/693, d1=0.474, d2=0.459 g=3.033 2/2 [==============================] - 0s 15ms/step >14, 274/693, d1=0.509, d2=0.535 g=2.237 2/2 [==============================] - 0s 12ms/step >14, 275/693, d1=0.537, d2=0.482 g=1.867 2/2 [==============================] - 0s 13ms/step >14, 276/693, d1=0.589, d2=0.495 g=1.839 2/2 [==============================] - 0s 12ms/step >14, 277/693, d1=0.440, d2=0.523 g=1.744 2/2 [==============================] - 0s 12ms/step >14, 278/693, d1=0.502, d2=0.479 g=2.036 2/2 [==============================] - 0s 12ms/step >14, 279/693, d1=0.486, d2=0.393 g=2.015 2/2 [==============================] - 0s 12ms/step >14, 280/693, d1=0.512, d2=0.509 g=2.649 2/2 [==============================] - 0s 15ms/step >14, 281/693, d1=0.476, d2=0.395 g=2.409 2/2 [==============================] - 0s 13ms/step >14, 282/693, d1=0.633, d2=0.482 g=1.735 2/2 [==============================] - 0s 15ms/step >14, 283/693, d1=0.365, d2=0.465 g=1.824 2/2 [==============================] - 0s 13ms/step >14, 284/693, d1=0.588, d2=0.476 g=1.804 2/2 [==============================] - 0s 12ms/step >14, 285/693, d1=0.486, d2=0.503 g=1.900 2/2 [==============================] - 0s 12ms/step >14, 286/693, d1=0.420, d2=0.488 g=1.619 2/2 [==============================] - 0s 12ms/step >14, 287/693, d1=0.500, d2=0.455 g=2.302 2/2 [==============================] - 0s 12ms/step >14, 288/693, d1=0.547, d2=0.522 g=2.056 2/2 [==============================] - 0s 12ms/step >14, 289/693, d1=0.468, d2=0.521 g=2.283 2/2 [==============================] - 0s 12ms/step >14, 290/693, d1=0.458, d2=0.402 g=1.902 2/2 [==============================] - 0s 15ms/step >14, 291/693, d1=0.632, d2=0.580 g=1.823 2/2 [==============================] - 0s 14ms/step >14, 292/693, d1=0.540, d2=0.472 g=1.917 2/2 [==============================] - 0s 13ms/step >14, 293/693, d1=0.487, d2=0.486 g=2.863 2/2 [==============================] - 0s 14ms/step >14, 294/693, d1=0.554, d2=0.529 g=2.429 2/2 [==============================] - 0s 14ms/step >14, 295/693, d1=0.533, d2=0.523 g=2.106 2/2 [==============================] - 0s 13ms/step >14, 296/693, d1=0.455, d2=0.516 g=2.416 2/2 [==============================] - 0s 16ms/step >14, 297/693, d1=0.482, d2=0.480 g=2.465 2/2 [==============================] - 0s 14ms/step >14, 298/693, d1=0.640, d2=0.438 g=2.142 2/2 [==============================] - 0s 13ms/step >14, 299/693, d1=0.506, d2=0.540 g=1.810 2/2 [==============================] - 0s 12ms/step >14, 300/693, d1=0.434, d2=0.463 g=2.054 2/2 [==============================] - 0s 13ms/step >14, 301/693, d1=0.581, d2=0.471 g=2.098 2/2 [==============================] - 0s 12ms/step >14, 302/693, d1=0.574, d2=0.637 g=2.163 2/2 [==============================] - 0s 14ms/step >14, 303/693, d1=0.536, d2=0.504 g=2.571 2/2 [==============================] - 0s 14ms/step >14, 304/693, d1=0.421, d2=0.449 g=2.187 2/2 [==============================] - 0s 12ms/step >14, 305/693, d1=0.553, d2=0.445 g=1.959 2/2 [==============================] - 0s 14ms/step >14, 306/693, d1=0.540, d2=0.453 g=1.962 2/2 [==============================] - 0s 12ms/step >14, 307/693, d1=0.511, d2=0.479 g=1.716 2/2 [==============================] - 0s 13ms/step >14, 308/693, d1=0.444, d2=0.439 g=1.823 2/2 [==============================] - 0s 14ms/step >14, 309/693, d1=0.541, d2=0.524 g=2.293 2/2 [==============================] - 0s 13ms/step >14, 310/693, d1=0.418, d2=0.456 g=2.158 2/2 [==============================] - 0s 14ms/step >14, 311/693, d1=0.492, d2=0.561 g=2.412 2/2 [==============================] - 0s 12ms/step >14, 312/693, d1=0.475, d2=0.396 g=1.995 2/2 [==============================] - 0s 13ms/step >14, 313/693, d1=0.454, d2=0.490 g=2.346 2/2 [==============================] - 0s 13ms/step >14, 314/693, d1=0.547, d2=0.452 g=2.379 2/2 [==============================] - 0s 13ms/step >14, 315/693, d1=0.537, d2=0.392 g=1.986 2/2 [==============================] - 0s 11ms/step >14, 316/693, d1=0.365, d2=0.447 g=2.088 2/2 [==============================] - 0s 12ms/step >14, 317/693, d1=0.497, d2=0.586 g=2.379 2/2 [==============================] - 0s 12ms/step >14, 318/693, d1=0.504, d2=0.408 g=1.773 2/2 [==============================] - 0s 13ms/step >14, 319/693, d1=0.525, d2=0.397 g=1.809 2/2 [==============================] - 0s 13ms/step >14, 320/693, d1=0.475, d2=0.539 g=1.996 2/2 [==============================] - 0s 13ms/step >14, 321/693, d1=0.473, d2=0.474 g=1.703 2/2 [==============================] - 0s 14ms/step >14, 322/693, d1=0.532, d2=0.439 g=2.321 2/2 [==============================] - 0s 14ms/step >14, 323/693, d1=0.499, d2=0.531 g=2.569 2/2 [==============================] - 0s 13ms/step >14, 324/693, d1=0.562, d2=0.376 g=2.609 2/2 [==============================] - 0s 12ms/step >14, 325/693, d1=0.675, d2=0.506 g=2.192 2/2 [==============================] - 0s 13ms/step >14, 326/693, d1=0.337, d2=0.483 g=1.656 2/2 [==============================] - 0s 12ms/step >14, 327/693, d1=0.569, d2=0.450 g=1.819 2/2 [==============================] - 0s 12ms/step >14, 328/693, d1=0.516, d2=0.477 g=1.834 2/2 [==============================] - 0s 11ms/step >14, 329/693, d1=0.431, d2=0.519 g=2.300 2/2 [==============================] - 0s 13ms/step >14, 330/693, d1=0.468, d2=0.549 g=2.042 2/2 [==============================] - 0s 13ms/step >14, 331/693, d1=0.602, d2=0.414 g=2.065 2/2 [==============================] - 0s 13ms/step >14, 332/693, d1=0.533, d2=0.494 g=1.949 2/2 [==============================] - 0s 11ms/step >14, 333/693, d1=0.408, d2=0.491 g=2.094 2/2 [==============================] - 0s 12ms/step >14, 334/693, d1=0.410, d2=0.447 g=1.800 2/2 [==============================] - 0s 12ms/step >14, 335/693, d1=0.581, d2=0.463 g=2.304 2/2 [==============================] - 0s 12ms/step >14, 336/693, d1=0.407, d2=0.571 g=2.076 2/2 [==============================] - 0s 13ms/step >14, 337/693, d1=0.444, d2=0.456 g=2.102 2/2 [==============================] - 0s 12ms/step >14, 338/693, d1=0.665, d2=0.445 g=1.814 2/2 [==============================] - 0s 13ms/step >14, 339/693, d1=0.479, d2=0.415 g=1.923 2/2 [==============================] - 0s 13ms/step >14, 340/693, d1=0.570, d2=0.610 g=2.174 2/2 [==============================] - 0s 12ms/step >14, 341/693, d1=0.476, d2=0.462 g=2.329 2/2 [==============================] - 0s 13ms/step >14, 342/693, d1=0.610, d2=0.379 g=1.817 2/2 [==============================] - 0s 13ms/step >14, 343/693, d1=0.576, d2=0.507 g=2.207 2/2 [==============================] - 0s 12ms/step >14, 344/693, d1=0.463, d2=0.537 g=2.378 2/2 [==============================] - 0s 14ms/step >14, 345/693, d1=0.420, d2=0.470 g=2.053 2/2 [==============================] - 0s 13ms/step >14, 346/693, d1=0.550, d2=0.429 g=2.121 2/2 [==============================] - 0s 14ms/step >14, 347/693, d1=0.448, d2=0.450 g=2.382 2/2 [==============================] - 0s 13ms/step >14, 348/693, d1=0.504, d2=0.448 g=1.783 2/2 [==============================] - 0s 14ms/step >14, 349/693, d1=0.442, d2=0.412 g=2.360 2/2 [==============================] - 0s 14ms/step >14, 350/693, d1=0.506, d2=0.503 g=2.157 2/2 [==============================] - 0s 12ms/step >14, 351/693, d1=0.477, d2=0.472 g=2.386 2/2 [==============================] - 0s 13ms/step >14, 352/693, d1=0.467, d2=0.582 g=2.042 2/2 [==============================] - 0s 13ms/step >14, 353/693, d1=0.510, d2=0.490 g=2.308 2/2 [==============================] - 0s 12ms/step >14, 354/693, d1=0.566, d2=0.383 g=2.188 2/2 [==============================] - 0s 13ms/step >14, 355/693, d1=0.553, d2=0.524 g=2.448 2/2 [==============================] - 0s 11ms/step >14, 356/693, d1=0.589, d2=0.592 g=2.037 2/2 [==============================] - 0s 12ms/step >14, 357/693, d1=0.578, d2=0.391 g=1.948 2/2 [==============================] - 0s 12ms/step >14, 358/693, d1=0.516, d2=0.545 g=1.778 2/2 [==============================] - 0s 14ms/step >14, 359/693, d1=0.670, d2=0.557 g=1.803 2/2 [==============================] - 0s 13ms/step >14, 360/693, d1=0.382, d2=0.531 g=2.153 2/2 [==============================] - 0s 13ms/step >14, 361/693, d1=0.529, d2=0.479 g=2.070 2/2 [==============================] - 0s 13ms/step >14, 362/693, d1=0.556, d2=0.535 g=1.696 2/2 [==============================] - 0s 13ms/step >14, 363/693, d1=0.596, d2=0.460 g=1.893 2/2 [==============================] - 0s 13ms/step >14, 364/693, d1=0.439, d2=0.497 g=2.235 2/2 [==============================] - 0s 12ms/step >14, 365/693, d1=0.540, d2=0.489 g=1.660 2/2 [==============================] - 0s 13ms/step >14, 366/693, d1=0.503, d2=0.488 g=1.780 2/2 [==============================] - 0s 14ms/step >14, 367/693, d1=0.483, d2=0.406 g=2.189 2/2 [==============================] - 0s 14ms/step >14, 368/693, d1=0.521, d2=0.546 g=2.127 2/2 [==============================] - 0s 13ms/step >14, 369/693, d1=0.634, d2=0.521 g=1.638 2/2 [==============================] - 0s 14ms/step >14, 370/693, d1=0.445, d2=0.498 g=1.855 2/2 [==============================] - 0s 13ms/step >14, 371/693, d1=0.367, d2=0.474 g=2.059 2/2 [==============================] - 0s 14ms/step >14, 372/693, d1=0.603, d2=0.452 g=2.493 2/2 [==============================] - 0s 11ms/step >14, 373/693, d1=0.574, d2=0.516 g=1.825 2/2 [==============================] - 0s 13ms/step >14, 374/693, d1=0.485, d2=0.424 g=2.090 2/2 [==============================] - 0s 12ms/step >14, 375/693, d1=0.385, d2=0.538 g=2.283 2/2 [==============================] - 0s 12ms/step >14, 376/693, d1=0.505, d2=0.341 g=1.834 2/2 [==============================] - 0s 15ms/step >14, 377/693, d1=0.497, d2=0.464 g=2.149 2/2 [==============================] - 0s 14ms/step >14, 378/693, d1=0.451, d2=0.370 g=2.277 2/2 [==============================] - 0s 13ms/step >14, 379/693, d1=0.603, d2=0.456 g=1.728 2/2 [==============================] - 0s 13ms/step >14, 380/693, d1=0.601, d2=0.540 g=1.617 2/2 [==============================] - 0s 12ms/step >14, 381/693, d1=0.418, d2=0.508 g=2.205 2/2 [==============================] - 0s 13ms/step >14, 382/693, d1=0.601, d2=0.601 g=2.006 2/2 [==============================] - 0s 12ms/step >14, 383/693, d1=0.390, d2=0.442 g=2.102 2/2 [==============================] - 0s 13ms/step >14, 384/693, d1=0.636, d2=0.367 g=1.725 2/2 [==============================] - 0s 13ms/step >14, 385/693, d1=0.575, d2=0.550 g=2.159 2/2 [==============================] - 0s 13ms/step >14, 386/693, d1=0.424, d2=0.559 g=1.978 2/2 [==============================] - 0s 14ms/step >14, 387/693, d1=0.553, d2=0.501 g=1.856 2/2 [==============================] - 0s 14ms/step >14, 388/693, d1=0.507, d2=0.433 g=2.095 2/2 [==============================] - 0s 13ms/step >14, 389/693, d1=0.512, d2=0.409 g=1.993 2/2 [==============================] - 0s 12ms/step >14, 390/693, d1=0.576, d2=0.602 g=2.136 2/2 [==============================] - 0s 14ms/step >14, 391/693, d1=0.518, d2=0.460 g=1.862 2/2 [==============================] - 0s 14ms/step >14, 392/693, d1=0.448, d2=0.498 g=2.428 2/2 [==============================] - 0s 14ms/step >14, 393/693, d1=0.462, d2=0.477 g=2.739 2/2 [==============================] - 0s 12ms/step >14, 394/693, d1=0.546, d2=0.441 g=2.385 2/2 [==============================] - 0s 13ms/step >14, 395/693, d1=0.570, d2=0.480 g=2.306 2/2 [==============================] - 0s 13ms/step >14, 396/693, d1=0.562, d2=0.463 g=2.129 2/2 [==============================] - 0s 15ms/step >14, 397/693, d1=0.456, d2=0.502 g=2.266 2/2 [==============================] - 0s 12ms/step >14, 398/693, d1=0.452, d2=0.529 g=2.284 2/2 [==============================] - 0s 12ms/step >14, 399/693, d1=0.488, d2=0.457 g=2.677 2/2 [==============================] - 0s 13ms/step >14, 400/693, d1=0.493, d2=0.429 g=2.253 2/2 [==============================] - 0s 12ms/step >14, 401/693, d1=0.597, d2=0.390 g=2.035 2/2 [==============================] - 0s 13ms/step >14, 402/693, d1=0.310, d2=0.297 g=2.074 2/2 [==============================] - 0s 13ms/step >14, 403/693, d1=0.568, d2=0.580 g=2.018 2/2 [==============================] - 0s 14ms/step >14, 404/693, d1=0.419, d2=0.514 g=2.371 2/2 [==============================] - 0s 13ms/step >14, 405/693, d1=0.396, d2=0.366 g=2.199 2/2 [==============================] - 0s 13ms/step >14, 406/693, d1=0.510, d2=0.440 g=2.220 2/2 [==============================] - 0s 13ms/step >14, 407/693, d1=0.449, d2=0.428 g=2.229 2/2 [==============================] - 0s 13ms/step >14, 408/693, d1=0.564, d2=0.480 g=2.473 2/2 [==============================] - 0s 14ms/step >14, 409/693, d1=0.485, d2=0.513 g=2.481 2/2 [==============================] - 0s 13ms/step >14, 410/693, d1=0.564, d2=0.625 g=1.916 2/2 [==============================] - 0s 12ms/step >14, 411/693, d1=0.343, d2=0.433 g=2.245 2/2 [==============================] - 0s 12ms/step >14, 412/693, d1=0.505, d2=0.519 g=2.519 2/2 [==============================] - 0s 13ms/step >14, 413/693, d1=0.591, d2=0.456 g=2.488 2/2 [==============================] - 0s 12ms/step >14, 414/693, d1=0.567, d2=0.562 g=2.326 2/2 [==============================] - 0s 13ms/step >14, 415/693, d1=0.377, d2=0.358 g=2.156 2/2 [==============================] - 0s 14ms/step >14, 416/693, d1=0.505, d2=0.413 g=2.092 2/2 [==============================] - 0s 13ms/step >14, 417/693, d1=0.564, d2=0.546 g=1.927 2/2 [==============================] - 0s 12ms/step >14, 418/693, d1=0.453, d2=0.483 g=2.218 2/2 [==============================] - 0s 12ms/step >14, 419/693, d1=0.395, d2=0.431 g=1.997 2/2 [==============================] - 0s 12ms/step >14, 420/693, d1=0.500, d2=0.440 g=1.846 2/2 [==============================] - 0s 14ms/step >14, 421/693, d1=0.599, d2=0.419 g=2.070 2/2 [==============================] - 0s 14ms/step >14, 422/693, d1=0.364, d2=0.500 g=2.236 2/2 [==============================] - 0s 13ms/step >14, 423/693, d1=0.577, d2=0.497 g=2.483 2/2 [==============================] - 0s 13ms/step >14, 424/693, d1=0.473, d2=0.383 g=2.349 2/2 [==============================] - 0s 12ms/step >14, 425/693, d1=0.562, d2=0.488 g=2.078 2/2 [==============================] - 0s 12ms/step >14, 426/693, d1=0.562, d2=0.524 g=1.815 2/2 [==============================] - 0s 13ms/step >14, 427/693, d1=0.478, d2=0.541 g=2.181 2/2 [==============================] - 0s 13ms/step >14, 428/693, d1=0.473, d2=0.479 g=1.581 2/2 [==============================] - 0s 13ms/step >14, 429/693, d1=0.520, d2=0.417 g=1.741 2/2 [==============================] - 0s 12ms/step >14, 430/693, d1=0.478, d2=0.519 g=1.690 2/2 [==============================] - 0s 12ms/step >14, 431/693, d1=0.507, d2=0.445 g=2.371 2/2 [==============================] - 0s 12ms/step >14, 432/693, d1=0.484, d2=0.452 g=1.945 2/2 [==============================] - 0s 13ms/step >14, 433/693, d1=0.473, d2=0.589 g=2.367 2/2 [==============================] - 0s 12ms/step >14, 434/693, d1=0.691, d2=0.597 g=2.245 2/2 [==============================] - 0s 13ms/step >14, 435/693, d1=0.537, d2=0.357 g=1.975 2/2 [==============================] - 0s 14ms/step >14, 436/693, d1=0.517, d2=0.497 g=2.321 2/2 [==============================] - 0s 13ms/step >14, 437/693, d1=0.478, d2=0.465 g=2.921 2/2 [==============================] - 0s 14ms/step >14, 438/693, d1=0.599, d2=0.351 g=3.239 2/2 [==============================] - 0s 13ms/step >14, 439/693, d1=0.326, d2=0.287 g=2.827 2/2 [==============================] - 0s 13ms/step >14, 440/693, d1=0.407, d2=0.333 g=2.287 2/2 [==============================] - 0s 13ms/step >14, 441/693, d1=0.313, d2=0.433 g=2.052 2/2 [==============================] - 0s 12ms/step >14, 442/693, d1=0.375, d2=0.437 g=2.352 2/2 [==============================] - 0s 12ms/step >14, 443/693, d1=0.540, d2=0.360 g=2.447 2/2 [==============================] - 0s 13ms/step >14, 444/693, d1=0.532, d2=0.496 g=1.721 2/2 [==============================] - 0s 13ms/step >14, 445/693, d1=0.431, d2=0.457 g=3.019 2/2 [==============================] - 0s 13ms/step >14, 446/693, d1=0.394, d2=0.387 g=2.280 2/2 [==============================] - 0s 13ms/step >14, 447/693, d1=0.519, d2=0.460 g=2.222 2/2 [==============================] - 0s 14ms/step >14, 448/693, d1=0.481, d2=0.603 g=2.285 2/2 [==============================] - 0s 12ms/step >14, 449/693, d1=0.592, d2=0.531 g=1.904 2/2 [==============================] - 0s 13ms/step >14, 450/693, d1=0.577, d2=0.472 g=2.100 2/2 [==============================] - 0s 13ms/step >14, 451/693, d1=0.438, d2=0.522 g=2.041 2/2 [==============================] - 0s 13ms/step >14, 452/693, d1=0.492, d2=0.478 g=1.643 2/2 [==============================] - 0s 13ms/step >14, 453/693, d1=0.482, d2=0.530 g=2.186 2/2 [==============================] - 0s 14ms/step >14, 454/693, d1=0.419, d2=0.441 g=2.747 2/2 [==============================] - 0s 13ms/step >14, 455/693, d1=0.448, d2=0.456 g=2.057 2/2 [==============================] - 0s 12ms/step >14, 456/693, d1=0.532, d2=0.424 g=2.604 2/2 [==============================] - 0s 12ms/step >14, 457/693, d1=0.658, d2=0.477 g=2.165 2/2 [==============================] - 0s 13ms/step >14, 458/693, d1=0.346, d2=0.504 g=1.952 2/2 [==============================] - 0s 12ms/step >14, 459/693, d1=0.555, d2=0.461 g=2.352 2/2 [==============================] - 0s 13ms/step >14, 460/693, d1=0.521, d2=0.447 g=2.095 2/2 [==============================] - 0s 12ms/step >14, 461/693, d1=0.474, d2=0.461 g=2.037 2/2 [==============================] - 0s 12ms/step >14, 462/693, d1=0.564, d2=0.492 g=2.129 2/2 [==============================] - 0s 13ms/step >14, 463/693, d1=0.438, d2=0.508 g=2.066 2/2 [==============================] - 0s 12ms/step >14, 464/693, d1=0.594, d2=0.378 g=2.551 2/2 [==============================] - 0s 13ms/step >14, 465/693, d1=0.317, d2=0.415 g=2.394 2/2 [==============================] - 0s 12ms/step >14, 466/693, d1=0.563, d2=0.510 g=1.801 2/2 [==============================] - 0s 12ms/step >14, 467/693, d1=0.521, d2=0.482 g=1.967 2/2 [==============================] - 0s 14ms/step >14, 468/693, d1=0.619, d2=0.551 g=2.093 2/2 [==============================] - 0s 14ms/step >14, 469/693, d1=0.455, d2=0.518 g=2.342 2/2 [==============================] - 0s 14ms/step >14, 470/693, d1=0.517, d2=0.440 g=2.859 2/2 [==============================] - 0s 12ms/step >14, 471/693, d1=0.650, d2=0.497 g=1.963 2/2 [==============================] - 0s 12ms/step >14, 472/693, d1=0.547, d2=0.515 g=2.363 2/2 [==============================] - 0s 12ms/step >14, 473/693, d1=0.362, d2=0.514 g=2.617 2/2 [==============================] - 0s 11ms/step >14, 474/693, d1=0.522, d2=0.520 g=2.278 2/2 [==============================] - 0s 12ms/step >14, 475/693, d1=0.511, d2=0.465 g=2.090 2/2 [==============================] - 0s 12ms/step >14, 476/693, d1=0.519, d2=0.411 g=1.772 2/2 [==============================] - 0s 12ms/step >14, 477/693, d1=0.465, d2=0.480 g=1.870 2/2 [==============================] - 0s 13ms/step >14, 478/693, d1=0.579, d2=0.366 g=2.183 2/2 [==============================] - 0s 11ms/step >14, 479/693, d1=0.376, d2=0.513 g=2.577 2/2 [==============================] - 0s 12ms/step >14, 480/693, d1=0.509, d2=0.477 g=2.290 2/2 [==============================] - 0s 12ms/step >14, 481/693, d1=0.558, d2=0.523 g=2.018 2/2 [==============================] - 0s 12ms/step >14, 482/693, d1=0.502, d2=0.479 g=1.919 2/2 [==============================] - 0s 14ms/step >14, 483/693, d1=0.514, d2=0.508 g=1.821 2/2 [==============================] - 0s 14ms/step >14, 484/693, d1=0.684, d2=0.528 g=2.101 2/2 [==============================] - 0s 14ms/step >14, 485/693, d1=0.367, d2=0.461 g=1.739 2/2 [==============================] - 0s 12ms/step >14, 486/693, d1=0.415, d2=0.483 g=2.541 2/2 [==============================] - 0s 13ms/step >14, 487/693, d1=0.508, d2=0.501 g=1.947 2/2 [==============================] - 0s 14ms/step >14, 488/693, d1=0.516, d2=0.509 g=2.467 2/2 [==============================] - 0s 12ms/step >14, 489/693, d1=0.590, d2=0.478 g=2.060 2/2 [==============================] - 0s 14ms/step >14, 490/693, d1=0.533, d2=0.454 g=2.163 2/2 [==============================] - 0s 14ms/step >14, 491/693, d1=0.457, d2=0.567 g=2.123 2/2 [==============================] - 0s 14ms/step >14, 492/693, d1=0.538, d2=0.423 g=1.778 2/2 [==============================] - 0s 13ms/step >14, 493/693, d1=0.390, d2=0.429 g=2.042 2/2 [==============================] - 0s 13ms/step >14, 494/693, d1=0.438, d2=0.487 g=2.504 2/2 [==============================] - 0s 12ms/step >14, 495/693, d1=0.500, d2=0.462 g=2.536 2/2 [==============================] - 0s 12ms/step >14, 496/693, d1=0.578, d2=0.423 g=3.280 2/2 [==============================] - 0s 13ms/step >14, 497/693, d1=0.552, d2=0.539 g=2.102 2/2 [==============================] - 0s 13ms/step >14, 498/693, d1=0.522, d2=0.492 g=2.070 2/2 [==============================] - 0s 13ms/step >14, 499/693, d1=0.612, d2=0.443 g=2.554 2/2 [==============================] - 0s 15ms/step >14, 500/693, d1=0.398, d2=0.431 g=2.403 2/2 [==============================] - 0s 12ms/step >14, 501/693, d1=0.454, d2=0.466 g=2.193 2/2 [==============================] - 0s 14ms/step >14, 502/693, d1=0.459, d2=0.531 g=2.325 2/2 [==============================] - 0s 14ms/step >14, 503/693, d1=0.489, d2=0.516 g=2.098 2/2 [==============================] - 0s 14ms/step >14, 504/693, d1=0.542, d2=0.380 g=1.947 2/2 [==============================] - 0s 14ms/step >14, 505/693, d1=0.519, d2=0.435 g=1.705 2/2 [==============================] - 0s 12ms/step >14, 506/693, d1=0.525, d2=0.454 g=1.726 2/2 [==============================] - 0s 13ms/step >14, 507/693, d1=0.586, d2=0.440 g=2.093 2/2 [==============================] - 0s 12ms/step >14, 508/693, d1=0.473, d2=0.571 g=2.184 2/2 [==============================] - 0s 13ms/step >14, 509/693, d1=0.588, d2=0.566 g=1.762 2/2 [==============================] - 0s 12ms/step >14, 510/693, d1=0.392, d2=0.382 g=2.802 2/2 [==============================] - 0s 11ms/step >14, 511/693, d1=0.399, d2=0.382 g=2.597 2/2 [==============================] - 0s 12ms/step >14, 512/693, d1=0.507, d2=0.576 g=1.600 2/2 [==============================] - 0s 14ms/step >14, 513/693, d1=0.536, d2=0.440 g=2.337 2/2 [==============================] - 0s 14ms/step >14, 514/693, d1=0.543, d2=0.472 g=2.087 2/2 [==============================] - 0s 12ms/step >14, 515/693, d1=0.622, d2=0.425 g=1.822 2/2 [==============================] - 0s 12ms/step >14, 516/693, d1=0.469, d2=0.546 g=2.397 2/2 [==============================] - 0s 13ms/step >14, 517/693, d1=0.463, d2=0.350 g=1.670 2/2 [==============================] - 0s 14ms/step >14, 518/693, d1=0.536, d2=0.465 g=2.155 2/2 [==============================] - 0s 13ms/step >14, 519/693, d1=0.440, d2=0.532 g=2.050 2/2 [==============================] - 0s 13ms/step >14, 520/693, d1=0.445, d2=0.470 g=2.149 2/2 [==============================] - 0s 12ms/step >14, 521/693, d1=0.691, d2=0.518 g=2.183 2/2 [==============================] - 0s 13ms/step >14, 522/693, d1=0.487, d2=0.454 g=2.001 2/2 [==============================] - 0s 14ms/step >14, 523/693, d1=0.395, d2=0.343 g=2.200 2/2 [==============================] - 0s 15ms/step >14, 524/693, d1=0.529, d2=0.546 g=1.992 2/2 [==============================] - 0s 13ms/step >14, 525/693, d1=0.587, d2=0.554 g=2.036 2/2 [==============================] - 0s 12ms/step >14, 526/693, d1=0.506, d2=0.472 g=2.318 2/2 [==============================] - 0s 13ms/step >14, 527/693, d1=0.555, d2=0.453 g=1.830 2/2 [==============================] - 0s 13ms/step >14, 528/693, d1=0.367, d2=0.484 g=2.073 2/2 [==============================] - 0s 14ms/step >14, 529/693, d1=0.560, d2=0.550 g=1.920 2/2 [==============================] - 0s 12ms/step >14, 530/693, d1=0.519, d2=0.375 g=2.040 2/2 [==============================] - 0s 15ms/step >14, 531/693, d1=0.450, d2=0.507 g=2.221 2/2 [==============================] - 0s 12ms/step >14, 532/693, d1=0.494, d2=0.430 g=2.392 2/2 [==============================] - 0s 12ms/step >14, 533/693, d1=0.577, d2=0.539 g=2.279 2/2 [==============================] - 0s 14ms/step >14, 534/693, d1=0.541, d2=0.457 g=2.522 2/2 [==============================] - 0s 12ms/step >14, 535/693, d1=0.489, d2=0.467 g=1.711 2/2 [==============================] - 0s 13ms/step >14, 536/693, d1=0.398, d2=0.424 g=2.438 2/2 [==============================] - 0s 12ms/step >14, 537/693, d1=0.508, d2=0.527 g=2.305 2/2 [==============================] - 0s 12ms/step >14, 538/693, d1=0.515, d2=0.403 g=2.438 2/2 [==============================] - 0s 13ms/step >14, 539/693, d1=0.501, d2=0.463 g=1.972 2/2 [==============================] - 0s 14ms/step >14, 540/693, d1=0.470, d2=0.497 g=2.182 2/2 [==============================] - 0s 13ms/step >14, 541/693, d1=0.475, d2=0.487 g=2.450 2/2 [==============================] - 0s 13ms/step >14, 542/693, d1=0.490, d2=0.478 g=2.106 2/2 [==============================] - 0s 13ms/step >14, 543/693, d1=0.536, d2=0.431 g=1.897 2/2 [==============================] - 0s 14ms/step >14, 544/693, d1=0.518, d2=0.490 g=2.207 2/2 [==============================] - 0s 13ms/step >14, 545/693, d1=0.485, d2=0.507 g=2.166 2/2 [==============================] - 0s 14ms/step >14, 546/693, d1=0.549, d2=0.436 g=2.005 2/2 [==============================] - 0s 12ms/step >14, 547/693, d1=0.648, d2=0.485 g=2.102 2/2 [==============================] - 0s 13ms/step >14, 548/693, d1=0.406, d2=0.439 g=1.863 2/2 [==============================] - 0s 14ms/step >14, 549/693, d1=0.473, d2=0.534 g=1.989 2/2 [==============================] - 0s 14ms/step >14, 550/693, d1=0.506, d2=0.473 g=2.214 2/2 [==============================] - 0s 13ms/step >14, 551/693, d1=0.604, d2=0.529 g=2.232 2/2 [==============================] - 0s 12ms/step >14, 552/693, d1=0.540, d2=0.502 g=2.171 2/2 [==============================] - 0s 12ms/step >14, 553/693, d1=0.561, d2=0.491 g=1.864 2/2 [==============================] - 0s 13ms/step >14, 554/693, d1=0.425, d2=0.561 g=2.090 2/2 [==============================] - 0s 12ms/step >14, 555/693, d1=0.568, d2=0.487 g=2.288 2/2 [==============================] - 0s 13ms/step >14, 556/693, d1=0.437, d2=0.412 g=1.866 2/2 [==============================] - 0s 14ms/step >14, 557/693, d1=0.454, d2=0.470 g=1.989 2/2 [==============================] - 0s 13ms/step >14, 558/693, d1=0.578, d2=0.787 g=1.829 2/2 [==============================] - 0s 15ms/step >14, 559/693, d1=0.480, d2=0.349 g=2.019 2/2 [==============================] - 0s 12ms/step >14, 560/693, d1=0.549, d2=0.526 g=2.261 2/2 [==============================] - 0s 13ms/step >14, 561/693, d1=0.593, d2=0.474 g=1.872 2/2 [==============================] - 0s 12ms/step >14, 562/693, d1=0.492, d2=0.436 g=1.764 2/2 [==============================] - 0s 12ms/step >14, 563/693, d1=0.482, d2=0.530 g=2.186 2/2 [==============================] - 0s 13ms/step >14, 564/693, d1=0.481, d2=0.565 g=1.699 2/2 [==============================] - 0s 14ms/step >14, 565/693, d1=0.556, d2=0.429 g=2.188 2/2 [==============================] - 0s 12ms/step >14, 566/693, d1=0.555, d2=0.352 g=1.483 2/2 [==============================] - 0s 14ms/step >14, 567/693, d1=0.484, d2=0.443 g=2.028 2/2 [==============================] - 0s 14ms/step >14, 568/693, d1=0.356, d2=0.472 g=2.008 2/2 [==============================] - 0s 12ms/step >14, 569/693, d1=0.475, d2=0.490 g=2.254 2/2 [==============================] - 0s 13ms/step >14, 570/693, d1=0.574, d2=0.469 g=2.431 2/2 [==============================] - 0s 12ms/step >14, 571/693, d1=0.526, d2=0.424 g=2.013 2/2 [==============================] - 0s 13ms/step >14, 572/693, d1=0.435, d2=0.479 g=2.390 2/2 [==============================] - 0s 15ms/step >14, 573/693, d1=0.411, d2=0.520 g=1.942 2/2 [==============================] - 0s 13ms/step >14, 574/693, d1=0.548, d2=0.478 g=1.878 2/2 [==============================] - 0s 12ms/step >14, 575/693, d1=0.457, d2=0.509 g=2.282 2/2 [==============================] - 0s 12ms/step >14, 576/693, d1=0.498, d2=0.366 g=2.054 2/2 [==============================] - 0s 13ms/step >14, 577/693, d1=0.453, d2=0.550 g=2.039 2/2 [==============================] - 0s 13ms/step >14, 578/693, d1=0.467, d2=0.475 g=1.864 2/2 [==============================] - 0s 12ms/step >14, 579/693, d1=0.634, d2=0.424 g=2.187 2/2 [==============================] - 0s 11ms/step >14, 580/693, d1=0.414, d2=0.486 g=2.592 2/2 [==============================] - 0s 14ms/step >14, 581/693, d1=0.448, d2=0.419 g=2.195 2/2 [==============================] - 0s 13ms/step >14, 582/693, d1=0.485, d2=0.492 g=2.285 2/2 [==============================] - 0s 13ms/step >14, 583/693, d1=0.562, d2=0.425 g=2.033 2/2 [==============================] - 0s 12ms/step >14, 584/693, d1=0.453, d2=0.512 g=1.669 2/2 [==============================] - 0s 12ms/step >14, 585/693, d1=0.452, d2=0.487 g=2.369 2/2 [==============================] - 0s 13ms/step >14, 586/693, d1=0.511, d2=0.473 g=1.922 2/2 [==============================] - 0s 12ms/step >14, 587/693, d1=0.492, d2=0.431 g=2.281 2/2 [==============================] - 0s 12ms/step >14, 588/693, d1=0.543, d2=0.442 g=1.941 2/2 [==============================] - 0s 12ms/step >14, 589/693, d1=0.472, d2=0.435 g=1.829 2/2 [==============================] - 0s 13ms/step >14, 590/693, d1=0.401, d2=0.406 g=1.874 2/2 [==============================] - 0s 14ms/step >14, 591/693, d1=0.500, d2=0.410 g=1.916 2/2 [==============================] - 0s 12ms/step >14, 592/693, d1=0.619, d2=0.464 g=1.937 2/2 [==============================] - 0s 14ms/step >14, 593/693, d1=0.465, d2=0.600 g=2.150 2/2 [==============================] - 0s 13ms/step >14, 594/693, d1=0.487, d2=0.502 g=2.215 2/2 [==============================] - 0s 12ms/step >14, 595/693, d1=0.425, d2=0.486 g=1.744 2/2 [==============================] - 0s 13ms/step >14, 596/693, d1=0.566, d2=0.421 g=2.265 2/2 [==============================] - 0s 13ms/step >14, 597/693, d1=0.431, d2=0.414 g=2.637 2/2 [==============================] - 0s 12ms/step >14, 598/693, d1=0.565, d2=0.454 g=2.026 2/2 [==============================] - 0s 12ms/step >14, 599/693, d1=0.494, d2=0.563 g=1.778 2/2 [==============================] - 0s 13ms/step >14, 600/693, d1=0.499, d2=0.523 g=2.081 2/2 [==============================] - 0s 16ms/step >14, 601/693, d1=0.553, d2=0.361 g=2.307 2/2 [==============================] - 0s 13ms/step >14, 602/693, d1=0.538, d2=0.507 g=2.392 2/2 [==============================] - 0s 14ms/step >14, 603/693, d1=0.454, d2=0.507 g=2.257 2/2 [==============================] - 0s 12ms/step >14, 604/693, d1=0.482, d2=0.407 g=2.092 2/2 [==============================] - 0s 15ms/step >14, 605/693, d1=0.525, d2=0.485 g=1.760 2/2 [==============================] - 0s 12ms/step >14, 606/693, d1=0.446, d2=0.545 g=1.815 2/2 [==============================] - 0s 12ms/step >14, 607/693, d1=0.530, d2=0.452 g=1.851 2/2 [==============================] - 0s 12ms/step >14, 608/693, d1=0.486, d2=0.499 g=2.164 2/2 [==============================] - 0s 12ms/step >14, 609/693, d1=0.590, d2=0.415 g=2.501 2/2 [==============================] - 0s 14ms/step >14, 610/693, d1=0.477, d2=0.468 g=2.108 2/2 [==============================] - 0s 13ms/step >14, 611/693, d1=0.487, d2=0.569 g=2.236 2/2 [==============================] - 0s 13ms/step >14, 612/693, d1=0.502, d2=0.453 g=1.960 2/2 [==============================] - 0s 13ms/step >14, 613/693, d1=0.521, d2=0.467 g=1.984 2/2 [==============================] - 0s 12ms/step >14, 614/693, d1=0.409, d2=0.561 g=2.930 2/2 [==============================] - 0s 13ms/step >14, 615/693, d1=0.463, d2=0.407 g=1.781 2/2 [==============================] - 0s 13ms/step >14, 616/693, d1=0.546, d2=0.461 g=1.769 2/2 [==============================] - 0s 12ms/step >14, 617/693, d1=0.495, d2=0.466 g=2.654 2/2 [==============================] - 0s 13ms/step >14, 618/693, d1=0.464, d2=0.590 g=2.272 2/2 [==============================] - 0s 14ms/step >14, 619/693, d1=0.451, d2=0.434 g=2.178 2/2 [==============================] - 0s 13ms/step >14, 620/693, d1=0.473, d2=0.319 g=2.394 2/2 [==============================] - 0s 12ms/step >14, 621/693, d1=0.462, d2=0.479 g=1.735 2/2 [==============================] - 0s 13ms/step >14, 622/693, d1=0.457, d2=0.543 g=2.487 2/2 [==============================] - 0s 12ms/step >14, 623/693, d1=0.467, d2=0.433 g=2.028 2/2 [==============================] - 0s 13ms/step >14, 624/693, d1=0.592, d2=0.389 g=1.905 2/2 [==============================] - 0s 12ms/step >14, 625/693, d1=0.427, d2=0.459 g=2.011 2/2 [==============================] - 0s 13ms/step >14, 626/693, d1=0.606, d2=0.534 g=1.812 2/2 [==============================] - 0s 12ms/step >14, 627/693, d1=0.433, d2=0.397 g=1.989 2/2 [==============================] - 0s 11ms/step >14, 628/693, d1=0.518, d2=0.407 g=1.896 2/2 [==============================] - 0s 12ms/step >14, 629/693, d1=0.495, d2=0.425 g=1.835 2/2 [==============================] - 0s 13ms/step >14, 630/693, d1=0.485, d2=0.453 g=1.973 2/2 [==============================] - 0s 12ms/step >14, 631/693, d1=0.552, d2=0.437 g=1.986 2/2 [==============================] - 0s 11ms/step >14, 632/693, d1=0.561, d2=0.539 g=1.790 2/2 [==============================] - 0s 12ms/step >14, 633/693, d1=0.337, d2=0.486 g=2.348 2/2 [==============================] - 0s 13ms/step >14, 634/693, d1=0.617, d2=0.463 g=2.754 2/2 [==============================] - 0s 13ms/step >14, 635/693, d1=0.593, d2=0.520 g=1.590 2/2 [==============================] - 0s 13ms/step >14, 636/693, d1=0.460, d2=0.481 g=1.891 2/2 [==============================] - 0s 12ms/step >14, 637/693, d1=0.451, d2=0.447 g=1.974 2/2 [==============================] - 0s 12ms/step >14, 638/693, d1=0.658, d2=0.447 g=1.823 2/2 [==============================] - 0s 13ms/step >14, 639/693, d1=0.441, d2=0.422 g=2.156 2/2 [==============================] - 0s 12ms/step >14, 640/693, d1=0.544, d2=0.416 g=2.140 2/2 [==============================] - 0s 13ms/step >14, 641/693, d1=0.442, d2=0.547 g=1.817 2/2 [==============================] - 0s 15ms/step >14, 642/693, d1=0.577, d2=0.474 g=2.479 2/2 [==============================] - 0s 14ms/step >14, 643/693, d1=0.540, d2=0.556 g=1.729 2/2 [==============================] - 0s 14ms/step >14, 644/693, d1=0.423, d2=0.407 g=1.703 2/2 [==============================] - 0s 14ms/step >14, 645/693, d1=0.439, d2=0.359 g=2.637 2/2 [==============================] - 0s 14ms/step >14, 646/693, d1=0.472, d2=0.541 g=2.680 2/2 [==============================] - 0s 12ms/step >14, 647/693, d1=0.483, d2=0.501 g=2.654 2/2 [==============================] - 0s 14ms/step >14, 648/693, d1=0.540, d2=0.544 g=2.150 2/2 [==============================] - 0s 13ms/step >14, 649/693, d1=0.596, d2=0.473 g=2.566 2/2 [==============================] - 0s 13ms/step >14, 650/693, d1=0.543, d2=0.552 g=2.307 2/2 [==============================] - 0s 13ms/step >14, 651/693, d1=0.490, d2=0.451 g=1.529 2/2 [==============================] - 0s 14ms/step >14, 652/693, d1=0.428, d2=0.481 g=1.878 2/2 [==============================] - 0s 12ms/step >14, 653/693, d1=0.635, d2=0.607 g=1.856 2/2 [==============================] - 0s 13ms/step >14, 654/693, d1=0.479, d2=0.424 g=1.737 2/2 [==============================] - 0s 13ms/step >14, 655/693, d1=0.491, d2=0.564 g=2.369 2/2 [==============================] - 0s 15ms/step >14, 656/693, d1=0.532, d2=0.407 g=2.157 2/2 [==============================] - 0s 15ms/step >14, 657/693, d1=0.589, d2=0.466 g=2.568 2/2 [==============================] - 0s 12ms/step >14, 658/693, d1=0.555, d2=0.696 g=2.054 2/2 [==============================] - 0s 13ms/step >14, 659/693, d1=0.505, d2=0.352 g=1.997 2/2 [==============================] - 0s 13ms/step >14, 660/693, d1=0.501, d2=0.476 g=1.814 2/2 [==============================] - 0s 13ms/step >14, 661/693, d1=0.376, d2=0.432 g=2.526 2/2 [==============================] - 0s 13ms/step >14, 662/693, d1=0.494, d2=0.472 g=2.196 2/2 [==============================] - 0s 12ms/step >14, 663/693, d1=0.609, d2=0.557 g=2.664 2/2 [==============================] - 0s 13ms/step >14, 664/693, d1=0.513, d2=0.494 g=1.941 2/2 [==============================] - 0s 11ms/step >14, 665/693, d1=0.455, d2=0.540 g=2.281 2/2 [==============================] - 0s 12ms/step >14, 666/693, d1=0.552, d2=0.385 g=2.059 2/2 [==============================] - 0s 12ms/step >14, 667/693, d1=0.520, d2=0.437 g=1.970 2/2 [==============================] - 0s 12ms/step >14, 668/693, d1=0.502, d2=0.422 g=1.825 2/2 [==============================] - 0s 12ms/step >14, 669/693, d1=0.597, d2=0.570 g=1.876 2/2 [==============================] - 0s 12ms/step >14, 670/693, d1=0.408, d2=0.511 g=1.925 2/2 [==============================] - 0s 12ms/step >14, 671/693, d1=0.454, d2=0.453 g=1.789 2/2 [==============================] - 0s 12ms/step >14, 672/693, d1=0.538, d2=0.505 g=1.878 2/2 [==============================] - 0s 12ms/step >14, 673/693, d1=0.504, d2=0.385 g=1.882 2/2 [==============================] - 0s 12ms/step >14, 674/693, d1=0.384, d2=0.439 g=2.014 2/2 [==============================] - 0s 11ms/step >14, 675/693, d1=0.522, d2=0.423 g=1.898 2/2 [==============================] - 0s 12ms/step >14, 676/693, d1=0.530, d2=0.456 g=2.051 2/2 [==============================] - 0s 11ms/step >14, 677/693, d1=0.401, d2=0.540 g=1.834 2/2 [==============================] - 0s 11ms/step >14, 678/693, d1=0.352, d2=0.553 g=2.168 2/2 [==============================] - 0s 13ms/step >14, 679/693, d1=0.566, d2=0.360 g=1.952 2/2 [==============================] - 0s 12ms/step >14, 680/693, d1=0.575, d2=0.506 g=2.189 2/2 [==============================] - 0s 14ms/step >14, 681/693, d1=0.561, d2=0.572 g=1.897 2/2 [==============================] - 0s 14ms/step >14, 682/693, d1=0.524, d2=0.536 g=1.920 2/2 [==============================] - 0s 11ms/step >14, 683/693, d1=0.425, d2=0.425 g=2.264 2/2 [==============================] - 0s 13ms/step >14, 684/693, d1=0.533, d2=0.544 g=1.768 2/2 [==============================] - 0s 13ms/step >14, 685/693, d1=0.483, d2=0.442 g=2.568 2/2 [==============================] - 0s 14ms/step >14, 686/693, d1=0.471, d2=0.501 g=2.015 2/2 [==============================] - 0s 14ms/step >14, 687/693, d1=0.522, d2=0.442 g=2.375 2/2 [==============================] - 0s 14ms/step >14, 688/693, d1=0.572, d2=0.428 g=1.866 2/2 [==============================] - 0s 13ms/step >14, 689/693, d1=0.539, d2=0.410 g=1.628 2/2 [==============================] - 0s 12ms/step >14, 690/693, d1=0.427, d2=0.500 g=1.728 2/2 [==============================] - 0s 13ms/step >14, 691/693, d1=0.490, d2=0.555 g=1.908 2/2 [==============================] - 0s 13ms/step >14, 692/693, d1=0.426, d2=0.515 g=2.279 2/2 [==============================] - 0s 14ms/step >14, 693/693, d1=0.576, d2=0.484 g=2.283 2/2 [==============================] - 0s 13ms/step >15, 1/693, d1=0.557, d2=0.551 g=2.166 2/2 [==============================] - 0s 12ms/step >15, 2/693, d1=0.368, d2=0.426 g=2.378 2/2 [==============================] - 0s 12ms/step >15, 3/693, d1=0.538, d2=0.363 g=2.294 2/2 [==============================] - 0s 12ms/step >15, 4/693, d1=0.511, d2=0.553 g=1.912 2/2 [==============================] - 0s 12ms/step >15, 5/693, d1=0.577, d2=0.555 g=1.968 2/2 [==============================] - 0s 13ms/step >15, 6/693, d1=0.528, d2=0.465 g=2.136 2/2 [==============================] - 0s 13ms/step >15, 7/693, d1=0.433, d2=0.454 g=2.155 2/2 [==============================] - 0s 12ms/step >15, 8/693, d1=0.503, d2=0.435 g=2.437 2/2 [==============================] - 0s 13ms/step >15, 9/693, d1=0.619, d2=0.460 g=1.717 2/2 [==============================] - 0s 12ms/step >15, 10/693, d1=0.474, d2=0.542 g=2.140 2/2 [==============================] - 0s 13ms/step >15, 11/693, d1=0.389, d2=0.453 g=2.491 2/2 [==============================] - 0s 11ms/step >15, 12/693, d1=0.507, d2=0.435 g=1.737 2/2 [==============================] - 0s 12ms/step >15, 13/693, d1=0.544, d2=0.374 g=2.098 2/2 [==============================] - 0s 12ms/step >15, 14/693, d1=0.396, d2=0.504 g=2.289 2/2 [==============================] - 0s 12ms/step >15, 15/693, d1=0.574, d2=0.476 g=2.881 2/2 [==============================] - 0s 13ms/step >15, 16/693, d1=0.478, d2=0.453 g=1.774 2/2 [==============================] - 0s 13ms/step >15, 17/693, d1=0.524, d2=0.526 g=2.433 2/2 [==============================] - 0s 14ms/step >15, 18/693, d1=0.557, d2=0.544 g=1.907 2/2 [==============================] - 0s 13ms/step >15, 19/693, d1=0.510, d2=0.391 g=2.685 2/2 [==============================] - 0s 13ms/step >15, 20/693, d1=0.566, d2=0.430 g=2.143 2/2 [==============================] - 0s 14ms/step >15, 21/693, d1=0.434, d2=0.431 g=2.497 2/2 [==============================] - 0s 15ms/step >15, 22/693, d1=0.458, d2=0.348 g=1.840 2/2 [==============================] - 0s 13ms/step >15, 23/693, d1=0.546, d2=0.468 g=2.647 2/2 [==============================] - 0s 14ms/step >15, 24/693, d1=0.525, d2=0.510 g=1.604 2/2 [==============================] - 0s 13ms/step >15, 25/693, d1=0.393, d2=0.592 g=2.103 2/2 [==============================] - 0s 12ms/step >15, 26/693, d1=0.735, d2=0.458 g=1.935 2/2 [==============================] - 0s 14ms/step >15, 27/693, d1=0.453, d2=0.489 g=2.479 2/2 [==============================] - 0s 13ms/step >15, 28/693, d1=0.581, d2=0.505 g=1.964 2/2 [==============================] - 0s 13ms/step >15, 29/693, d1=0.471, d2=0.470 g=1.728 2/2 [==============================] - 0s 13ms/step >15, 30/693, d1=0.515, d2=0.470 g=2.260 2/2 [==============================] - 0s 12ms/step >15, 31/693, d1=0.610, d2=0.484 g=1.658 2/2 [==============================] - 0s 12ms/step >15, 32/693, d1=0.369, d2=0.657 g=2.519 2/2 [==============================] - 0s 14ms/step >15, 33/693, d1=0.546, d2=0.400 g=1.795 2/2 [==============================] - 0s 12ms/step >15, 34/693, d1=0.445, d2=0.472 g=1.895 2/2 [==============================] - 0s 12ms/step >15, 35/693, d1=0.430, d2=0.477 g=1.938 2/2 [==============================] - 0s 12ms/step >15, 36/693, d1=0.429, d2=0.393 g=2.760 2/2 [==============================] - 0s 12ms/step >15, 37/693, d1=0.505, d2=0.433 g=2.294 2/2 [==============================] - 0s 14ms/step >15, 38/693, d1=0.483, d2=0.566 g=2.279 2/2 [==============================] - 0s 13ms/step >15, 39/693, d1=0.526, d2=0.518 g=2.136 2/2 [==============================] - 0s 13ms/step >15, 40/693, d1=0.453, d2=0.426 g=2.020 2/2 [==============================] - 0s 12ms/step >15, 41/693, d1=0.489, d2=0.463 g=2.334 2/2 [==============================] - 0s 13ms/step >15, 42/693, d1=0.521, d2=0.478 g=1.823 2/2 [==============================] - 0s 13ms/step >15, 43/693, d1=0.473, d2=0.551 g=2.574 2/2 [==============================] - 0s 13ms/step >15, 44/693, d1=0.509, d2=0.510 g=2.049 2/2 [==============================] - 0s 14ms/step >15, 45/693, d1=0.537, d2=0.417 g=1.811 2/2 [==============================] - 0s 13ms/step >15, 46/693, d1=0.423, d2=0.428 g=2.946 2/2 [==============================] - 0s 13ms/step >15, 47/693, d1=0.509, d2=0.417 g=2.350 2/2 [==============================] - 0s 14ms/step >15, 48/693, d1=0.479, d2=0.387 g=2.062 2/2 [==============================] - 0s 14ms/step >15, 49/693, d1=0.437, d2=0.478 g=1.613 2/2 [==============================] - 0s 14ms/step >15, 50/693, d1=0.451, d2=0.453 g=2.023 2/2 [==============================] - 0s 13ms/step >15, 51/693, d1=0.506, d2=0.453 g=1.840 2/2 [==============================] - 0s 13ms/step >15, 52/693, d1=0.563, d2=0.570 g=2.293 2/2 [==============================] - 0s 14ms/step >15, 53/693, d1=0.476, d2=0.546 g=2.396 2/2 [==============================] - 0s 14ms/step >15, 54/693, d1=0.633, d2=0.419 g=1.722 2/2 [==============================] - 0s 12ms/step >15, 55/693, d1=0.612, d2=0.538 g=2.117 2/2 [==============================] - 0s 12ms/step >15, 56/693, d1=0.440, d2=0.522 g=1.817 2/2 [==============================] - 0s 11ms/step >15, 57/693, d1=0.520, d2=0.438 g=2.161 2/2 [==============================] - 0s 14ms/step >15, 58/693, d1=0.420, d2=0.468 g=2.701 2/2 [==============================] - 0s 12ms/step >15, 59/693, d1=0.451, d2=0.456 g=2.177 2/2 [==============================] - 0s 13ms/step >15, 60/693, d1=0.566, d2=0.412 g=1.683 2/2 [==============================] - 0s 12ms/step >15, 61/693, d1=0.601, d2=0.529 g=1.741 2/2 [==============================] - 0s 13ms/step >15, 62/693, d1=0.512, d2=0.777 g=2.172 2/2 [==============================] - 0s 11ms/step >15, 63/693, d1=0.472, d2=0.436 g=2.138 2/2 [==============================] - 0s 12ms/step >15, 64/693, d1=0.432, d2=0.462 g=1.945 2/2 [==============================] - 0s 13ms/step >15, 65/693, d1=0.460, d2=0.394 g=1.932 2/2 [==============================] - 0s 13ms/step >15, 66/693, d1=0.400, d2=0.421 g=2.408 2/2 [==============================] - 0s 12ms/step >15, 67/693, d1=0.494, d2=0.417 g=2.369 2/2 [==============================] - 0s 13ms/step >15, 68/693, d1=0.479, d2=0.435 g=2.025 2/2 [==============================] - 0s 14ms/step >15, 69/693, d1=0.393, d2=0.472 g=2.392 2/2 [==============================] - 0s 13ms/step >15, 70/693, d1=0.522, d2=0.373 g=2.486 2/2 [==============================] - 0s 13ms/step >15, 71/693, d1=0.474, d2=0.360 g=2.565 2/2 [==============================] - 0s 13ms/step >15, 72/693, d1=0.434, d2=0.541 g=2.104 2/2 [==============================] - 0s 14ms/step >15, 73/693, d1=0.541, d2=0.498 g=2.041 2/2 [==============================] - 0s 12ms/step >15, 74/693, d1=0.524, d2=0.453 g=2.318 2/2 [==============================] - 0s 12ms/step >15, 75/693, d1=0.554, d2=0.450 g=2.103 2/2 [==============================] - 0s 15ms/step >15, 76/693, d1=0.437, d2=0.433 g=2.806 2/2 [==============================] - 0s 14ms/step >15, 77/693, d1=0.433, d2=0.470 g=2.541 2/2 [==============================] - 0s 13ms/step >15, 78/693, d1=0.571, d2=0.424 g=1.981 2/2 [==============================] - 0s 12ms/step >15, 79/693, d1=0.483, d2=0.546 g=2.002 2/2 [==============================] - 0s 14ms/step >15, 80/693, d1=0.567, d2=0.372 g=2.405 2/2 [==============================] - 0s 12ms/step >15, 81/693, d1=0.570, d2=0.464 g=2.136 2/2 [==============================] - 0s 12ms/step >15, 82/693, d1=0.347, d2=0.491 g=2.479 2/2 [==============================] - 0s 11ms/step >15, 83/693, d1=0.574, d2=0.525 g=2.580 2/2 [==============================] - 0s 13ms/step >15, 84/693, d1=0.473, d2=0.326 g=2.358 2/2 [==============================] - 0s 13ms/step >15, 85/693, d1=0.582, d2=0.484 g=2.040 2/2 [==============================] - 0s 14ms/step >15, 86/693, d1=0.556, d2=0.518 g=2.129 2/2 [==============================] - 0s 14ms/step >15, 87/693, d1=0.575, d2=0.511 g=2.422 2/2 [==============================] - 0s 14ms/step >15, 88/693, d1=0.368, d2=0.535 g=2.576 2/2 [==============================] - 0s 13ms/step >15, 89/693, d1=0.594, d2=0.432 g=2.357 2/2 [==============================] - 0s 14ms/step >15, 90/693, d1=0.472, d2=0.426 g=2.151 2/2 [==============================] - 0s 13ms/step >15, 91/693, d1=0.542, d2=0.464 g=2.756 2/2 [==============================] - 0s 12ms/step >15, 92/693, d1=0.509, d2=0.457 g=2.627 2/2 [==============================] - 0s 12ms/step >15, 93/693, d1=0.443, d2=0.511 g=2.311 2/2 [==============================] - 0s 14ms/step >15, 94/693, d1=0.516, d2=0.522 g=2.279 2/2 [==============================] - 0s 14ms/step >15, 95/693, d1=0.545, d2=0.447 g=2.442 2/2 [==============================] - 0s 14ms/step >15, 96/693, d1=0.457, d2=0.399 g=1.952 2/2 [==============================] - 0s 13ms/step >15, 97/693, d1=0.403, d2=0.487 g=2.503 2/2 [==============================] - 0s 13ms/step >15, 98/693, d1=0.538, d2=0.572 g=1.589 2/2 [==============================] - 0s 11ms/step >15, 99/693, d1=0.586, d2=0.381 g=2.174 2/2 [==============================] - 0s 13ms/step >15, 100/693, d1=0.472, d2=0.440 g=2.113 2/2 [==============================] - 0s 12ms/step >15, 101/693, d1=0.452, d2=0.506 g=2.338 2/2 [==============================] - 0s 13ms/step >15, 102/693, d1=0.586, d2=0.453 g=2.206 2/2 [==============================] - 0s 12ms/step >15, 103/693, d1=0.411, d2=0.555 g=1.676 2/2 [==============================] - 0s 12ms/step >15, 104/693, d1=0.475, d2=0.536 g=2.190 2/2 [==============================] - 0s 12ms/step >15, 105/693, d1=0.559, d2=0.372 g=1.664 2/2 [==============================] - 0s 13ms/step >15, 106/693, d1=0.516, d2=0.556 g=2.445 2/2 [==============================] - 0s 13ms/step >15, 107/693, d1=0.443, d2=0.436 g=1.743 2/2 [==============================] - 0s 13ms/step >15, 108/693, d1=0.672, d2=0.417 g=2.183 2/2 [==============================] - 0s 12ms/step >15, 109/693, d1=0.463, d2=0.468 g=1.574 2/2 [==============================] - 0s 13ms/step >15, 110/693, d1=0.474, d2=0.485 g=2.108 2/2 [==============================] - 0s 13ms/step >15, 111/693, d1=0.554, d2=0.479 g=2.560 2/2 [==============================] - 0s 12ms/step >15, 112/693, d1=0.510, d2=0.505 g=1.946 2/2 [==============================] - 0s 13ms/step >15, 113/693, d1=0.525, d2=0.532 g=2.573 2/2 [==============================] - 0s 12ms/step >15, 114/693, d1=0.519, d2=0.493 g=2.295 2/2 [==============================] - 0s 13ms/step >15, 115/693, d1=0.537, d2=0.407 g=2.134 2/2 [==============================] - 0s 13ms/step >15, 116/693, d1=0.429, d2=0.633 g=2.293 2/2 [==============================] - 0s 12ms/step >15, 117/693, d1=0.574, d2=0.480 g=2.749 2/2 [==============================] - 0s 14ms/step >15, 118/693, d1=0.425, d2=0.523 g=2.998 2/2 [==============================] - 0s 13ms/step >15, 119/693, d1=0.662, d2=0.518 g=2.436 2/2 [==============================] - 0s 13ms/step >15, 120/693, d1=0.537, d2=0.511 g=2.039 2/2 [==============================] - 0s 12ms/step >15, 121/693, d1=0.514, d2=0.481 g=2.650 2/2 [==============================] - 0s 13ms/step >15, 122/693, d1=0.527, d2=0.496 g=2.613 2/2 [==============================] - 0s 14ms/step >15, 123/693, d1=0.536, d2=0.447 g=2.218 2/2 [==============================] - 0s 12ms/step >15, 124/693, d1=0.574, d2=0.442 g=2.238 2/2 [==============================] - 0s 14ms/step >15, 125/693, d1=0.472, d2=0.538 g=2.220 2/2 [==============================] - 0s 13ms/step >15, 126/693, d1=0.450, d2=0.579 g=2.513 2/2 [==============================] - 0s 12ms/step >15, 127/693, d1=0.555, d2=0.415 g=2.260 2/2 [==============================] - 0s 12ms/step >15, 128/693, d1=0.523, d2=0.397 g=2.378 2/2 [==============================] - 0s 12ms/step >15, 129/693, d1=0.551, d2=0.511 g=2.007 2/2 [==============================] - 0s 12ms/step >15, 130/693, d1=0.503, d2=0.540 g=2.177 2/2 [==============================] - 0s 12ms/step >15, 131/693, d1=0.472, d2=0.469 g=2.473 2/2 [==============================] - 0s 13ms/step >15, 132/693, d1=0.495, d2=0.445 g=2.453 2/2 [==============================] - 0s 12ms/step >15, 133/693, d1=0.634, d2=0.471 g=1.958 2/2 [==============================] - 0s 12ms/step >15, 134/693, d1=0.527, d2=0.583 g=2.562 2/2 [==============================] - 0s 12ms/step >15, 135/693, d1=0.632, d2=0.630 g=2.111 2/2 [==============================] - 0s 15ms/step >15, 136/693, d1=0.443, d2=0.424 g=2.920 2/2 [==============================] - 0s 13ms/step >15, 137/693, d1=0.505, d2=0.468 g=1.664 2/2 [==============================] - 0s 13ms/step >15, 138/693, d1=0.624, d2=0.538 g=1.910 2/2 [==============================] - 0s 12ms/step >15, 139/693, d1=0.468, d2=0.511 g=1.955 2/2 [==============================] - 0s 11ms/step >15, 140/693, d1=0.474, d2=0.416 g=2.697 2/2 [==============================] - 0s 13ms/step >15, 141/693, d1=0.452, d2=0.368 g=3.070 2/2 [==============================] - 0s 14ms/step >15, 142/693, d1=0.449, d2=0.509 g=1.496 2/2 [==============================] - 0s 13ms/step >15, 143/693, d1=0.473, d2=0.624 g=2.207 2/2 [==============================] - 0s 12ms/step >15, 144/693, d1=0.709, d2=0.433 g=2.066 2/2 [==============================] - 0s 11ms/step >15, 145/693, d1=0.471, d2=0.436 g=2.132 2/2 [==============================] - 0s 12ms/step >15, 146/693, d1=0.452, d2=0.365 g=2.227 2/2 [==============================] - 0s 13ms/step >15, 147/693, d1=0.399, d2=0.482 g=2.875 2/2 [==============================] - 0s 13ms/step >15, 148/693, d1=0.603, d2=0.665 g=2.311 2/2 [==============================] - 0s 12ms/step >15, 149/693, d1=0.599, d2=0.574 g=2.155 2/2 [==============================] - 0s 14ms/step >15, 150/693, d1=0.415, d2=0.583 g=2.647 2/2 [==============================] - 0s 14ms/step >15, 151/693, d1=0.568, d2=0.512 g=2.038 2/2 [==============================] - 0s 12ms/step >15, 152/693, d1=0.535, d2=0.442 g=2.314 2/2 [==============================] - 0s 13ms/step >15, 153/693, d1=0.453, d2=0.359 g=2.349 2/2 [==============================] - 0s 13ms/step >15, 154/693, d1=0.526, d2=0.477 g=2.134 2/2 [==============================] - 0s 15ms/step >15, 155/693, d1=0.455, d2=0.529 g=1.822 2/2 [==============================] - 0s 13ms/step >15, 156/693, d1=0.407, d2=0.525 g=2.550 2/2 [==============================] - 0s 15ms/step >15, 157/693, d1=0.864, d2=0.451 g=2.459 2/2 [==============================] - 0s 12ms/step >15, 158/693, d1=0.396, d2=0.622 g=2.572 2/2 [==============================] - 0s 14ms/step >15, 159/693, d1=0.566, d2=0.377 g=1.684 2/2 [==============================] - 0s 14ms/step >15, 160/693, d1=0.506, d2=0.558 g=2.277 2/2 [==============================] - 0s 13ms/step >15, 161/693, d1=0.490, d2=0.474 g=2.013 2/2 [==============================] - 0s 14ms/step >15, 162/693, d1=0.553, d2=0.406 g=2.399 2/2 [==============================] - 0s 14ms/step >15, 163/693, d1=0.406, d2=0.482 g=1.935 2/2 [==============================] - 0s 12ms/step >15, 164/693, d1=0.452, d2=0.394 g=1.763 2/2 [==============================] - 0s 12ms/step >15, 165/693, d1=0.387, d2=0.432 g=2.458 2/2 [==============================] - 0s 12ms/step >15, 166/693, d1=0.536, d2=0.511 g=2.563 2/2 [==============================] - 0s 12ms/step >15, 167/693, d1=0.445, d2=0.545 g=3.107 2/2 [==============================] - 0s 15ms/step >15, 168/693, d1=0.482, d2=0.278 g=2.783 2/2 [==============================] - 0s 12ms/step >15, 169/693, d1=0.636, d2=0.313 g=3.076 2/2 [==============================] - 0s 13ms/step >15, 170/693, d1=0.423, d2=0.395 g=2.269 2/2 [==============================] - 0s 14ms/step >15, 171/693, d1=0.308, d2=0.383 g=2.159 2/2 [==============================] - 0s 13ms/step >15, 172/693, d1=0.361, d2=0.451 g=1.951 2/2 [==============================] - 0s 15ms/step >15, 173/693, d1=0.426, d2=0.390 g=2.036 2/2 [==============================] - 0s 13ms/step >15, 174/693, d1=0.384, d2=0.560 g=2.879 2/2 [==============================] - 0s 13ms/step >15, 175/693, d1=0.666, d2=0.439 g=2.787 2/2 [==============================] - 0s 13ms/step >15, 176/693, d1=0.451, d2=0.408 g=1.808 2/2 [==============================] - 0s 12ms/step >15, 177/693, d1=0.513, d2=0.502 g=2.017 2/2 [==============================] - 0s 13ms/step >15, 178/693, d1=0.563, d2=0.537 g=2.277 2/2 [==============================] - 0s 14ms/step >15, 179/693, d1=0.441, d2=0.508 g=2.561 2/2 [==============================] - 0s 12ms/step >15, 180/693, d1=0.579, d2=0.474 g=2.542 2/2 [==============================] - 0s 14ms/step >15, 181/693, d1=0.461, d2=0.358 g=2.065 2/2 [==============================] - 0s 14ms/step >15, 182/693, d1=0.394, d2=0.473 g=2.727 2/2 [==============================] - 0s 12ms/step >15, 183/693, d1=0.428, d2=0.432 g=3.004 2/2 [==============================] - 0s 14ms/step >15, 184/693, d1=0.445, d2=0.389 g=2.456 2/2 [==============================] - 0s 12ms/step >15, 185/693, d1=0.483, d2=0.468 g=2.488 2/2 [==============================] - 0s 13ms/step >15, 186/693, d1=0.437, d2=0.464 g=1.653 2/2 [==============================] - 0s 13ms/step >15, 187/693, d1=0.520, d2=0.411 g=1.958 2/2 [==============================] - 0s 11ms/step >15, 188/693, d1=0.542, d2=0.431 g=2.136 2/2 [==============================] - 0s 13ms/step >15, 189/693, d1=0.444, d2=0.482 g=2.422 2/2 [==============================] - 0s 12ms/step >15, 190/693, d1=0.593, d2=0.555 g=1.939 2/2 [==============================] - 0s 12ms/step >15, 191/693, d1=0.423, d2=0.545 g=2.317 2/2 [==============================] - 0s 11ms/step >15, 192/693, d1=0.575, d2=0.483 g=1.911 2/2 [==============================] - 0s 13ms/step >15, 193/693, d1=0.425, d2=0.496 g=1.968 2/2 [==============================] - 0s 12ms/step >15, 194/693, d1=0.473, d2=0.502 g=2.627 2/2 [==============================] - 0s 13ms/step >15, 195/693, d1=0.544, d2=0.407 g=2.062 2/2 [==============================] - 0s 12ms/step >15, 196/693, d1=0.493, d2=0.483 g=1.584 2/2 [==============================] - 0s 14ms/step >15, 197/693, d1=0.593, d2=0.518 g=2.017 2/2 [==============================] - 0s 15ms/step >15, 198/693, d1=0.505, d2=0.519 g=1.773 2/2 [==============================] - 0s 14ms/step >15, 199/693, d1=0.440, d2=0.418 g=2.339 2/2 [==============================] - 0s 14ms/step >15, 200/693, d1=0.556, d2=0.490 g=2.138 2/2 [==============================] - 0s 13ms/step >15, 201/693, d1=0.579, d2=0.497 g=2.725 2/2 [==============================] - 0s 13ms/step >15, 202/693, d1=0.512, d2=0.442 g=2.623 2/2 [==============================] - 0s 13ms/step >15, 203/693, d1=0.437, d2=0.465 g=2.247 2/2 [==============================] - 0s 12ms/step >15, 204/693, d1=0.500, d2=0.434 g=2.404 2/2 [==============================] - 0s 14ms/step >15, 205/693, d1=0.545, d2=0.471 g=2.270 2/2 [==============================] - 0s 12ms/step >15, 206/693, d1=0.518, d2=0.530 g=2.292 2/2 [==============================] - 0s 13ms/step >15, 207/693, d1=0.462, d2=0.445 g=2.044 2/2 [==============================] - 0s 11ms/step >15, 208/693, d1=0.535, d2=0.523 g=2.043 2/2 [==============================] - 0s 13ms/step >15, 209/693, d1=0.527, d2=0.589 g=2.372 2/2 [==============================] - 0s 14ms/step >15, 210/693, d1=0.642, d2=0.548 g=2.574 2/2 [==============================] - 0s 13ms/step >15, 211/693, d1=0.482, d2=0.508 g=2.674 2/2 [==============================] - 0s 14ms/step >15, 212/693, d1=0.513, d2=0.484 g=2.210 2/2 [==============================] - 0s 13ms/step >15, 213/693, d1=0.459, d2=0.350 g=3.027 2/2 [==============================] - 0s 12ms/step >15, 214/693, d1=0.626, d2=0.486 g=2.130 2/2 [==============================] - 0s 14ms/step >15, 215/693, d1=0.325, d2=0.385 g=2.281 2/2 [==============================] - 0s 14ms/step >15, 216/693, d1=0.537, d2=0.385 g=1.843 2/2 [==============================] - 0s 13ms/step >15, 217/693, d1=0.416, d2=0.451 g=2.528 2/2 [==============================] - 0s 11ms/step >15, 218/693, d1=0.551, d2=0.607 g=1.672 2/2 [==============================] - 0s 12ms/step >15, 219/693, d1=0.575, d2=0.455 g=2.591 2/2 [==============================] - 0s 13ms/step >15, 220/693, d1=0.576, d2=0.491 g=2.308 2/2 [==============================] - 0s 13ms/step >15, 221/693, d1=0.421, d2=0.457 g=2.761 2/2 [==============================] - 0s 13ms/step >15, 222/693, d1=0.590, d2=0.430 g=2.429 2/2 [==============================] - 0s 13ms/step >15, 223/693, d1=0.509, d2=0.519 g=2.380 2/2 [==============================] - 0s 13ms/step >15, 224/693, d1=0.563, d2=0.539 g=2.495 2/2 [==============================] - 0s 12ms/step >15, 225/693, d1=0.419, d2=0.395 g=3.148 2/2 [==============================] - 0s 12ms/step >15, 226/693, d1=0.451, d2=0.384 g=2.684 2/2 [==============================] - 0s 12ms/step >15, 227/693, d1=0.477, d2=0.475 g=2.560 2/2 [==============================] - 0s 12ms/step >15, 228/693, d1=0.421, d2=0.445 g=2.098 2/2 [==============================] - 0s 12ms/step >15, 229/693, d1=0.400, d2=0.451 g=2.247 2/2 [==============================] - 0s 14ms/step >15, 230/693, d1=0.538, d2=0.511 g=2.260 2/2 [==============================] - 0s 13ms/step >15, 231/693, d1=0.543, d2=0.393 g=2.734 2/2 [==============================] - 0s 13ms/step >15, 232/693, d1=0.541, d2=0.404 g=1.978 2/2 [==============================] - 0s 14ms/step >15, 233/693, d1=0.535, d2=0.563 g=2.337 2/2 [==============================] - 0s 12ms/step >15, 234/693, d1=0.420, d2=0.446 g=2.707 2/2 [==============================] - 0s 14ms/step >15, 235/693, d1=0.500, d2=0.411 g=2.126 2/2 [==============================] - 0s 14ms/step >15, 236/693, d1=0.488, d2=0.430 g=1.773 2/2 [==============================] - 0s 12ms/step >15, 237/693, d1=0.424, d2=0.391 g=2.698 2/2 [==============================] - 0s 13ms/step >15, 238/693, d1=0.503, d2=0.498 g=2.130 2/2 [==============================] - 0s 13ms/step >15, 239/693, d1=0.484, d2=0.504 g=2.239 2/2 [==============================] - 0s 13ms/step >15, 240/693, d1=0.492, d2=0.349 g=2.531 2/2 [==============================] - 0s 13ms/step >15, 241/693, d1=0.516, d2=0.424 g=2.084 2/2 [==============================] - 0s 13ms/step >15, 242/693, d1=0.509, d2=0.531 g=2.170 2/2 [==============================] - 0s 13ms/step >15, 243/693, d1=0.530, d2=0.480 g=2.095 2/2 [==============================] - 0s 13ms/step >15, 244/693, d1=0.523, d2=0.584 g=2.265 2/2 [==============================] - 0s 13ms/step >15, 245/693, d1=0.459, d2=0.458 g=2.520 2/2 [==============================] - 0s 13ms/step >15, 246/693, d1=0.553, d2=0.431 g=2.365 2/2 [==============================] - 0s 13ms/step >15, 247/693, d1=0.399, d2=0.424 g=2.011 2/2 [==============================] - 0s 12ms/step >15, 248/693, d1=0.586, d2=0.437 g=2.046 2/2 [==============================] - 0s 14ms/step >15, 249/693, d1=0.637, d2=0.524 g=2.723 2/2 [==============================] - 0s 13ms/step >15, 250/693, d1=0.599, d2=0.493 g=1.967 2/2 [==============================] - 0s 12ms/step >15, 251/693, d1=0.428, d2=0.494 g=2.233 2/2 [==============================] - 0s 14ms/step >15, 252/693, d1=0.593, d2=0.500 g=2.017 2/2 [==============================] - 0s 12ms/step >15, 253/693, d1=0.378, d2=0.456 g=2.671 2/2 [==============================] - 0s 12ms/step >15, 254/693, d1=0.473, d2=0.499 g=1.878 2/2 [==============================] - 0s 12ms/step >15, 255/693, d1=0.580, d2=0.390 g=2.690 2/2 [==============================] - 0s 12ms/step >15, 256/693, d1=0.514, d2=0.442 g=2.035 2/2 [==============================] - 0s 13ms/step >15, 257/693, d1=0.562, d2=0.633 g=2.518 2/2 [==============================] - 0s 13ms/step >15, 258/693, d1=0.495, d2=0.452 g=1.960 2/2 [==============================] - 0s 14ms/step >15, 259/693, d1=0.490, d2=0.407 g=2.900 2/2 [==============================] - 0s 14ms/step >15, 260/693, d1=0.393, d2=0.499 g=2.498 2/2 [==============================] - 0s 13ms/step >15, 261/693, d1=0.500, d2=0.412 g=1.917 2/2 [==============================] - 0s 13ms/step >15, 262/693, d1=0.369, d2=0.497 g=2.738 2/2 [==============================] - 0s 12ms/step >15, 263/693, d1=0.669, d2=0.497 g=2.016 2/2 [==============================] - 0s 11ms/step >15, 264/693, d1=0.498, d2=0.437 g=2.137 2/2 [==============================] - 0s 13ms/step >15, 265/693, d1=0.555, d2=0.486 g=2.476 2/2 [==============================] - 0s 12ms/step >15, 266/693, d1=0.468, d2=0.542 g=2.883 2/2 [==============================] - 0s 12ms/step >15, 267/693, d1=0.646, d2=0.503 g=2.207 2/2 [==============================] - 0s 13ms/step >15, 268/693, d1=0.622, d2=0.424 g=2.476 2/2 [==============================] - 0s 12ms/step >15, 269/693, d1=0.396, d2=0.512 g=2.655 2/2 [==============================] - 0s 13ms/step >15, 270/693, d1=0.543, d2=0.476 g=2.664 2/2 [==============================] - 0s 12ms/step >15, 271/693, d1=0.494, d2=0.493 g=2.871 2/2 [==============================] - 0s 12ms/step >15, 272/693, d1=0.382, d2=0.476 g=2.263 2/2 [==============================] - 0s 12ms/step >15, 273/693, d1=0.518, d2=0.380 g=2.331 2/2 [==============================] - 0s 13ms/step >15, 274/693, d1=0.684, d2=0.575 g=2.317 2/2 [==============================] - 0s 13ms/step >15, 275/693, d1=0.430, d2=0.508 g=2.416 2/2 [==============================] - 0s 12ms/step >15, 276/693, d1=0.520, d2=0.360 g=1.976 2/2 [==============================] - 0s 12ms/step >15, 277/693, d1=0.573, d2=0.545 g=2.645 2/2 [==============================] - 0s 12ms/step >15, 278/693, d1=0.447, d2=0.487 g=2.377 2/2 [==============================] - 0s 13ms/step >15, 279/693, d1=0.399, d2=0.338 g=2.117 2/2 [==============================] - 0s 13ms/step >15, 280/693, d1=0.506, d2=0.418 g=2.008 2/2 [==============================] - 0s 12ms/step >15, 281/693, d1=0.502, d2=0.432 g=1.900 2/2 [==============================] - 0s 12ms/step >15, 282/693, d1=0.498, d2=0.528 g=2.224 2/2 [==============================] - 0s 13ms/step >15, 283/693, d1=0.385, d2=0.487 g=2.481 2/2 [==============================] - 0s 12ms/step >15, 284/693, d1=0.445, d2=0.318 g=2.242 2/2 [==============================] - 0s 12ms/step >15, 285/693, d1=0.448, d2=0.429 g=2.293 2/2 [==============================] - 0s 13ms/step >15, 286/693, d1=0.507, d2=0.482 g=2.900 2/2 [==============================] - 0s 13ms/step >15, 287/693, d1=0.478, d2=0.338 g=2.422 2/2 [==============================] - 0s 13ms/step >15, 288/693, d1=0.589, d2=0.499 g=2.056 2/2 [==============================] - 0s 12ms/step >15, 289/693, d1=0.408, d2=0.532 g=2.586 2/2 [==============================] - 0s 12ms/step >15, 290/693, d1=0.548, d2=0.357 g=2.330 2/2 [==============================] - 0s 12ms/step >15, 291/693, d1=0.397, d2=0.542 g=2.545 2/2 [==============================] - 0s 12ms/step >15, 292/693, d1=0.461, d2=0.371 g=2.450 2/2 [==============================] - 0s 12ms/step >15, 293/693, d1=0.365, d2=0.308 g=2.071 2/2 [==============================] - 0s 13ms/step >15, 294/693, d1=0.552, d2=0.404 g=2.959 2/2 [==============================] - 0s 12ms/step >15, 295/693, d1=0.444, d2=0.495 g=2.274 2/2 [==============================] - 0s 11ms/step >15, 296/693, d1=0.473, d2=0.410 g=2.307 2/2 [==============================] - 0s 12ms/step >15, 297/693, d1=0.445, d2=0.428 g=2.650 2/2 [==============================] - 0s 13ms/step >15, 298/693, d1=0.469, d2=0.503 g=2.444 2/2 [==============================] - 0s 13ms/step >15, 299/693, d1=0.581, d2=0.434 g=2.281 2/2 [==============================] - 0s 13ms/step >15, 300/693, d1=0.481, d2=0.438 g=2.449 2/2 [==============================] - 0s 14ms/step >15, 301/693, d1=0.573, d2=0.547 g=1.628 2/2 [==============================] - 0s 14ms/step >15, 302/693, d1=0.557, d2=0.594 g=2.461 2/2 [==============================] - 0s 11ms/step >15, 303/693, d1=0.527, d2=0.489 g=2.173 2/2 [==============================] - 0s 13ms/step >15, 304/693, d1=0.432, d2=0.371 g=2.309 2/2 [==============================] - 0s 12ms/step >15, 305/693, d1=0.474, d2=0.637 g=2.403 2/2 [==============================] - 0s 13ms/step >15, 306/693, d1=0.574, d2=0.476 g=2.090 2/2 [==============================] - 0s 13ms/step >15, 307/693, d1=0.531, d2=0.551 g=2.427 2/2 [==============================] - 0s 13ms/step >15, 308/693, d1=0.512, d2=0.453 g=2.469 2/2 [==============================] - 0s 14ms/step >15, 309/693, d1=0.579, d2=0.383 g=2.263 2/2 [==============================] - 0s 11ms/step >15, 310/693, d1=0.485, d2=0.357 g=2.279 2/2 [==============================] - 0s 13ms/step >15, 311/693, d1=0.547, d2=0.461 g=1.911 2/2 [==============================] - 0s 14ms/step >15, 312/693, d1=0.511, d2=0.504 g=1.879 2/2 [==============================] - 0s 13ms/step >15, 313/693, d1=0.442, d2=0.381 g=2.318 2/2 [==============================] - 0s 12ms/step >15, 314/693, d1=0.647, d2=0.498 g=2.203 2/2 [==============================] - 0s 12ms/step >15, 315/693, d1=0.556, d2=0.466 g=1.887 2/2 [==============================] - 0s 13ms/step >15, 316/693, d1=0.464, d2=0.569 g=2.355 2/2 [==============================] - 0s 13ms/step >15, 317/693, d1=0.337, d2=0.460 g=2.128 2/2 [==============================] - 0s 12ms/step >15, 318/693, d1=0.619, d2=0.363 g=2.212 2/2 [==============================] - 0s 13ms/step >15, 319/693, d1=0.479, d2=0.448 g=2.397 2/2 [==============================] - 0s 14ms/step >15, 320/693, d1=0.549, d2=0.544 g=2.070 2/2 [==============================] - 0s 13ms/step >15, 321/693, d1=0.458, d2=0.539 g=2.399 2/2 [==============================] - 0s 14ms/step >15, 322/693, d1=0.504, d2=0.399 g=1.991 2/2 [==============================] - 0s 13ms/step >15, 323/693, d1=0.516, d2=0.489 g=2.188 2/2 [==============================] - 0s 13ms/step >15, 324/693, d1=0.452, d2=0.459 g=1.697 2/2 [==============================] - 0s 15ms/step >15, 325/693, d1=0.483, d2=0.490 g=2.461 2/2 [==============================] - 0s 12ms/step >15, 326/693, d1=0.509, d2=0.402 g=1.721 2/2 [==============================] - 0s 12ms/step >15, 327/693, d1=0.388, d2=0.456 g=2.124 2/2 [==============================] - 0s 13ms/step >15, 328/693, d1=0.503, d2=0.406 g=2.102 2/2 [==============================] - 0s 14ms/step >15, 329/693, d1=0.430, d2=0.383 g=2.150 2/2 [==============================] - 0s 13ms/step >15, 330/693, d1=0.422, d2=0.534 g=2.168 2/2 [==============================] - 0s 14ms/step >15, 331/693, d1=0.483, d2=0.390 g=1.920 2/2 [==============================] - 0s 12ms/step >15, 332/693, d1=0.526, d2=0.497 g=2.267 2/2 [==============================] - 0s 13ms/step >15, 333/693, d1=0.385, d2=0.351 g=2.610 2/2 [==============================] - 0s 12ms/step >15, 334/693, d1=0.619, d2=0.567 g=1.742 2/2 [==============================] - 0s 13ms/step >15, 335/693, d1=0.539, d2=0.422 g=2.086 2/2 [==============================] - 0s 14ms/step >15, 336/693, d1=0.557, d2=0.384 g=2.471 2/2 [==============================] - 0s 12ms/step >15, 337/693, d1=0.505, d2=0.411 g=1.962 2/2 [==============================] - 0s 13ms/step >15, 338/693, d1=0.414, d2=0.433 g=2.338 2/2 [==============================] - 0s 14ms/step >15, 339/693, d1=0.417, d2=0.566 g=2.315 2/2 [==============================] - 0s 13ms/step >15, 340/693, d1=0.534, d2=0.366 g=1.949 2/2 [==============================] - 0s 13ms/step >15, 341/693, d1=0.480, d2=0.437 g=1.945 2/2 [==============================] - 0s 14ms/step >15, 342/693, d1=0.546, d2=0.526 g=2.206 2/2 [==============================] - 0s 11ms/step >15, 343/693, d1=0.525, d2=0.470 g=2.398 2/2 [==============================] - 0s 11ms/step >15, 344/693, d1=0.560, d2=0.495 g=1.975 2/2 [==============================] - 0s 12ms/step >15, 345/693, d1=0.475, d2=0.543 g=1.927 2/2 [==============================] - 0s 12ms/step >15, 346/693, d1=0.576, d2=0.416 g=2.555 2/2 [==============================] - 0s 13ms/step >15, 347/693, d1=0.490, d2=0.424 g=1.852 2/2 [==============================] - 0s 12ms/step >15, 348/693, d1=0.511, d2=0.551 g=1.863 2/2 [==============================] - 0s 14ms/step >15, 349/693, d1=0.468, d2=0.423 g=2.402 2/2 [==============================] - 0s 12ms/step >15, 350/693, d1=0.524, d2=0.617 g=1.951 2/2 [==============================] - 0s 13ms/step >15, 351/693, d1=0.534, d2=0.490 g=2.362 2/2 [==============================] - 0s 14ms/step >15, 352/693, d1=0.561, d2=0.385 g=2.576 2/2 [==============================] - 0s 12ms/step >15, 353/693, d1=0.490, d2=0.573 g=2.207 2/2 [==============================] - 0s 12ms/step >15, 354/693, d1=0.537, d2=0.500 g=2.389 2/2 [==============================] - 0s 13ms/step >15, 355/693, d1=0.472, d2=0.430 g=2.476 2/2 [==============================] - 0s 12ms/step >15, 356/693, d1=0.545, d2=0.519 g=2.321 2/2 [==============================] - 0s 13ms/step >15, 357/693, d1=0.518, d2=0.437 g=2.323 2/2 [==============================] - 0s 14ms/step >15, 358/693, d1=0.585, d2=0.420 g=3.172 2/2 [==============================] - 0s 13ms/step >15, 359/693, d1=0.538, d2=0.381 g=2.786 2/2 [==============================] - 0s 13ms/step >15, 360/693, d1=0.394, d2=0.404 g=2.339 2/2 [==============================] - 0s 13ms/step >15, 361/693, d1=0.446, d2=0.329 g=3.028 2/2 [==============================] - 0s 14ms/step >15, 362/693, d1=0.500, d2=0.381 g=2.846 2/2 [==============================] - 0s 14ms/step >15, 363/693, d1=0.402, d2=0.602 g=2.977 2/2 [==============================] - 0s 12ms/step >15, 364/693, d1=0.357, d2=0.540 g=2.358 2/2 [==============================] - 0s 12ms/step >15, 365/693, d1=0.431, d2=0.403 g=2.326 2/2 [==============================] - 0s 12ms/step >15, 366/693, d1=0.494, d2=0.433 g=2.901 2/2 [==============================] - 0s 12ms/step >15, 367/693, d1=0.531, d2=0.429 g=2.415 2/2 [==============================] - 0s 13ms/step >15, 368/693, d1=0.594, d2=0.601 g=2.010 2/2 [==============================] - 0s 13ms/step >15, 369/693, d1=0.481, d2=0.465 g=1.991 2/2 [==============================] - 0s 13ms/step >15, 370/693, d1=0.537, d2=0.493 g=1.850 2/2 [==============================] - 0s 13ms/step >15, 371/693, d1=0.621, d2=0.444 g=2.398 2/2 [==============================] - 0s 13ms/step >15, 372/693, d1=0.435, d2=0.483 g=1.998 2/2 [==============================] - 0s 14ms/step >15, 373/693, d1=0.512, d2=0.427 g=2.461 2/2 [==============================] - 0s 13ms/step >15, 374/693, d1=0.557, d2=0.499 g=2.040 2/2 [==============================] - 0s 12ms/step >15, 375/693, d1=0.364, d2=0.460 g=2.130 2/2 [==============================] - 0s 12ms/step >15, 376/693, d1=0.497, d2=0.441 g=1.501 2/2 [==============================] - 0s 13ms/step >15, 377/693, d1=0.527, d2=0.467 g=2.191 2/2 [==============================] - 0s 11ms/step >15, 378/693, d1=0.437, d2=0.429 g=1.573 2/2 [==============================] - 0s 13ms/step >15, 379/693, d1=0.516, d2=0.437 g=2.151 2/2 [==============================] - 0s 13ms/step >15, 380/693, d1=0.480, d2=0.494 g=2.257 2/2 [==============================] - 0s 12ms/step >15, 381/693, d1=0.431, d2=0.442 g=2.215 2/2 [==============================] - 0s 13ms/step >15, 382/693, d1=0.345, d2=0.428 g=1.866 2/2 [==============================] - 0s 13ms/step >15, 383/693, d1=0.581, d2=0.417 g=1.919 2/2 [==============================] - 0s 12ms/step >15, 384/693, d1=0.509, d2=0.433 g=2.558 2/2 [==============================] - 0s 12ms/step >15, 385/693, d1=0.585, d2=0.505 g=1.965 2/2 [==============================] - 0s 11ms/step >15, 386/693, d1=0.471, d2=0.493 g=1.662 2/2 [==============================] - 0s 13ms/step >15, 387/693, d1=0.300, d2=0.481 g=1.922 2/2 [==============================] - 0s 14ms/step >15, 388/693, d1=0.392, d2=0.425 g=2.939 2/2 [==============================] - 0s 14ms/step >15, 389/693, d1=0.638, d2=0.411 g=2.591 2/2 [==============================] - 0s 14ms/step >15, 390/693, d1=0.497, d2=0.432 g=1.941 2/2 [==============================] - 0s 13ms/step >15, 391/693, d1=0.482, d2=0.489 g=2.216 2/2 [==============================] - 0s 13ms/step >15, 392/693, d1=0.543, d2=0.455 g=1.947 2/2 [==============================] - 0s 12ms/step >15, 393/693, d1=0.469, d2=0.440 g=2.181 2/2 [==============================] - 0s 12ms/step >15, 394/693, d1=0.545, d2=0.397 g=2.134 2/2 [==============================] - 0s 14ms/step >15, 395/693, d1=0.461, d2=0.483 g=2.069 2/2 [==============================] - 0s 12ms/step >15, 396/693, d1=0.533, d2=0.515 g=2.065 2/2 [==============================] - 0s 13ms/step >15, 397/693, d1=0.497, d2=0.445 g=1.986 2/2 [==============================] - 0s 13ms/step >15, 398/693, d1=0.478, d2=0.514 g=2.070 2/2 [==============================] - 0s 13ms/step >15, 399/693, d1=0.500, d2=0.502 g=2.227 2/2 [==============================] - 0s 14ms/step >15, 400/693, d1=0.591, d2=0.407 g=1.962 2/2 [==============================] - 0s 14ms/step >15, 401/693, d1=0.479, d2=0.443 g=2.101 2/2 [==============================] - 0s 14ms/step >15, 402/693, d1=0.444, d2=0.402 g=1.829 2/2 [==============================] - 0s 12ms/step >15, 403/693, d1=0.500, d2=0.510 g=1.928 2/2 [==============================] - 0s 13ms/step >15, 404/693, d1=0.518, d2=0.421 g=2.294 2/2 [==============================] - 0s 14ms/step >15, 405/693, d1=0.431, d2=0.506 g=1.837 2/2 [==============================] - 0s 14ms/step >15, 406/693, d1=0.579, d2=0.409 g=2.198 2/2 [==============================] - 0s 12ms/step >15, 407/693, d1=0.462, d2=0.464 g=1.882 2/2 [==============================] - 0s 13ms/step >15, 408/693, d1=0.511, d2=0.547 g=2.751 2/2 [==============================] - 0s 13ms/step >15, 409/693, d1=0.490, d2=0.444 g=2.405 2/2 [==============================] - 0s 15ms/step >15, 410/693, d1=0.519, d2=0.401 g=2.308 2/2 [==============================] - 0s 13ms/step >15, 411/693, d1=0.493, d2=0.410 g=1.844 2/2 [==============================] - 0s 14ms/step >15, 412/693, d1=0.518, d2=0.538 g=1.976 2/2 [==============================] - 0s 12ms/step >15, 413/693, d1=0.544, d2=0.422 g=2.151 2/2 [==============================] - 0s 14ms/step >15, 414/693, d1=0.462, d2=0.539 g=2.016 2/2 [==============================] - 0s 13ms/step >15, 415/693, d1=0.432, d2=0.497 g=2.039 2/2 [==============================] - 0s 13ms/step >15, 416/693, d1=0.672, d2=0.448 g=2.073 2/2 [==============================] - 0s 12ms/step >15, 417/693, d1=0.477, d2=0.575 g=1.723 2/2 [==============================] - 0s 12ms/step >15, 418/693, d1=0.411, d2=0.410 g=2.947 2/2 [==============================] - 0s 13ms/step >15, 419/693, d1=0.506, d2=0.417 g=1.997 2/2 [==============================] - 0s 12ms/step >15, 420/693, d1=0.552, d2=0.398 g=2.221 2/2 [==============================] - 0s 13ms/step >15, 421/693, d1=0.477, d2=0.389 g=2.439 2/2 [==============================] - 0s 12ms/step >15, 422/693, d1=0.503, d2=0.467 g=2.012 2/2 [==============================] - 0s 15ms/step >15, 423/693, d1=0.424, d2=0.419 g=2.536 2/2 [==============================] - 0s 14ms/step >15, 424/693, d1=0.525, d2=0.421 g=2.316 2/2 [==============================] - 0s 13ms/step >15, 425/693, d1=0.510, d2=0.444 g=1.630 2/2 [==============================] - 0s 13ms/step >15, 426/693, d1=0.430, d2=0.564 g=2.460 2/2 [==============================] - 0s 12ms/step >15, 427/693, d1=0.573, d2=0.405 g=1.953 2/2 [==============================] - 0s 12ms/step >15, 428/693, d1=0.564, d2=0.401 g=1.723 2/2 [==============================] - 0s 15ms/step >15, 429/693, d1=0.454, d2=0.505 g=2.045 2/2 [==============================] - 0s 13ms/step >15, 430/693, d1=0.592, d2=0.680 g=2.011 2/2 [==============================] - 0s 13ms/step >15, 431/693, d1=0.544, d2=0.505 g=1.862 2/2 [==============================] - 0s 13ms/step >15, 432/693, d1=0.568, d2=0.464 g=2.348 2/2 [==============================] - 0s 13ms/step >15, 433/693, d1=0.587, d2=0.482 g=2.506 2/2 [==============================] - 0s 13ms/step >15, 434/693, d1=0.468, d2=0.511 g=1.875 2/2 [==============================] - 0s 14ms/step >15, 435/693, d1=0.515, d2=0.415 g=2.036 2/2 [==============================] - 0s 14ms/step >15, 436/693, d1=0.590, d2=0.507 g=1.702 2/2 [==============================] - 0s 13ms/step >15, 437/693, d1=0.414, d2=0.561 g=2.338 2/2 [==============================] - 0s 13ms/step >15, 438/693, d1=0.498, d2=0.403 g=2.398 2/2 [==============================] - 0s 13ms/step >15, 439/693, d1=0.556, d2=0.466 g=1.954 2/2 [==============================] - 0s 13ms/step >15, 440/693, d1=0.543, d2=0.442 g=1.993 2/2 [==============================] - 0s 14ms/step >15, 441/693, d1=0.502, d2=0.502 g=2.086 2/2 [==============================] - 0s 14ms/step >15, 442/693, d1=0.493, d2=0.524 g=1.931 2/2 [==============================] - 0s 12ms/step >15, 443/693, d1=0.524, d2=0.473 g=2.042 2/2 [==============================] - 0s 13ms/step >15, 444/693, d1=0.545, d2=0.402 g=1.817 2/2 [==============================] - 0s 12ms/step >15, 445/693, d1=0.415, d2=0.357 g=1.654 2/2 [==============================] - 0s 12ms/step >15, 446/693, d1=0.420, d2=0.547 g=2.027 2/2 [==============================] - 0s 15ms/step >15, 447/693, d1=0.536, d2=0.475 g=1.933 2/2 [==============================] - 0s 15ms/step >15, 448/693, d1=0.481, d2=0.366 g=1.855 2/2 [==============================] - 0s 14ms/step >15, 449/693, d1=0.409, d2=0.477 g=1.701 2/2 [==============================] - 0s 13ms/step >15, 450/693, d1=0.421, d2=0.485 g=2.210 2/2 [==============================] - 0s 14ms/step >15, 451/693, d1=0.549, d2=0.438 g=2.331 2/2 [==============================] - 0s 13ms/step >15, 452/693, d1=0.530, d2=0.590 g=1.733 2/2 [==============================] - 0s 11ms/step >15, 453/693, d1=0.463, d2=0.389 g=2.344 2/2 [==============================] - 0s 13ms/step >15, 454/693, d1=0.541, d2=0.444 g=1.704 2/2 [==============================] - 0s 12ms/step >15, 455/693, d1=0.469, d2=0.402 g=2.236 2/2 [==============================] - 0s 14ms/step >15, 456/693, d1=0.469, d2=0.541 g=2.262 2/2 [==============================] - 0s 12ms/step >15, 457/693, d1=0.608, d2=0.627 g=2.151 2/2 [==============================] - 0s 14ms/step >15, 458/693, d1=0.532, d2=0.503 g=2.278 2/2 [==============================] - 0s 14ms/step >15, 459/693, d1=0.620, d2=0.440 g=1.979 2/2 [==============================] - 0s 13ms/step >15, 460/693, d1=0.449, d2=0.460 g=2.752 2/2 [==============================] - 0s 13ms/step >15, 461/693, d1=0.413, d2=0.393 g=2.133 2/2 [==============================] - 0s 11ms/step >15, 462/693, d1=0.522, d2=0.490 g=2.002 2/2 [==============================] - 0s 14ms/step >15, 463/693, d1=0.434, d2=0.383 g=2.035 2/2 [==============================] - 0s 13ms/step >15, 464/693, d1=0.503, d2=0.496 g=1.973 2/2 [==============================] - 0s 13ms/step >15, 465/693, d1=0.488, d2=0.468 g=1.903 2/2 [==============================] - 0s 13ms/step >15, 466/693, d1=0.442, d2=0.471 g=2.216 2/2 [==============================] - 0s 11ms/step >15, 467/693, d1=0.464, d2=0.506 g=2.328 2/2 [==============================] - 0s 15ms/step >15, 468/693, d1=0.554, d2=0.489 g=2.282 2/2 [==============================] - 0s 14ms/step >15, 469/693, d1=0.415, d2=0.419 g=1.906 2/2 [==============================] - 0s 15ms/step >15, 470/693, d1=0.544, d2=0.363 g=1.983 2/2 [==============================] - 0s 14ms/step >15, 471/693, d1=0.491, d2=0.390 g=1.988 2/2 [==============================] - 0s 12ms/step >15, 472/693, d1=0.502, d2=0.495 g=1.760 2/2 [==============================] - 0s 12ms/step >15, 473/693, d1=0.418, d2=0.503 g=2.088 2/2 [==============================] - 0s 13ms/step >15, 474/693, d1=0.517, d2=0.378 g=1.915 2/2 [==============================] - 0s 14ms/step >15, 475/693, d1=0.560, d2=0.526 g=1.982 2/2 [==============================] - 0s 13ms/step >15, 476/693, d1=0.469, d2=0.523 g=2.020 2/2 [==============================] - 0s 13ms/step >15, 477/693, d1=0.519, d2=0.439 g=2.226 2/2 [==============================] - 0s 13ms/step >15, 478/693, d1=0.589, d2=0.391 g=2.090 2/2 [==============================] - 0s 13ms/step >15, 479/693, d1=0.401, d2=0.623 g=2.162 2/2 [==============================] - 0s 12ms/step >15, 480/693, d1=0.485, d2=0.439 g=1.905 2/2 [==============================] - 0s 13ms/step >15, 481/693, d1=0.580, d2=0.547 g=2.346 2/2 [==============================] - 0s 13ms/step >15, 482/693, d1=0.395, d2=0.403 g=2.077 2/2 [==============================] - 0s 12ms/step >15, 483/693, d1=0.575, d2=0.546 g=2.155 2/2 [==============================] - 0s 13ms/step >15, 484/693, d1=0.613, d2=0.438 g=2.076 2/2 [==============================] - 0s 13ms/step >15, 485/693, d1=0.450, d2=0.568 g=2.073 2/2 [==============================] - 0s 12ms/step >15, 486/693, d1=0.446, d2=0.454 g=1.855 2/2 [==============================] - 0s 12ms/step >15, 487/693, d1=0.434, d2=0.441 g=2.065 2/2 [==============================] - 0s 12ms/step >15, 488/693, d1=0.492, d2=0.395 g=2.085 2/2 [==============================] - 0s 13ms/step >15, 489/693, d1=0.508, d2=0.497 g=3.093 2/2 [==============================] - 0s 12ms/step >15, 490/693, d1=0.438, d2=0.560 g=1.883 2/2 [==============================] - 0s 12ms/step >15, 491/693, d1=0.490, d2=0.384 g=2.388 2/2 [==============================] - 0s 13ms/step >15, 492/693, d1=0.493, d2=0.379 g=2.086 2/2 [==============================] - 0s 13ms/step >15, 493/693, d1=0.592, d2=0.503 g=2.011 2/2 [==============================] - 0s 12ms/step >15, 494/693, d1=0.479, d2=0.547 g=1.987 2/2 [==============================] - 0s 12ms/step >15, 495/693, d1=0.442, d2=0.538 g=2.096 2/2 [==============================] - 0s 13ms/step >15, 496/693, d1=0.728, d2=0.444 g=2.164 2/2 [==============================] - 0s 14ms/step >15, 497/693, d1=0.625, d2=0.547 g=2.218 2/2 [==============================] - 0s 14ms/step >15, 498/693, d1=0.479, d2=0.456 g=2.184 2/2 [==============================] - 0s 13ms/step >15, 499/693, d1=0.335, d2=0.487 g=3.027 2/2 [==============================] - 0s 11ms/step >15, 500/693, d1=0.655, d2=0.441 g=2.446 2/2 [==============================] - 0s 12ms/step >15, 501/693, d1=0.503, d2=0.571 g=2.294 2/2 [==============================] - 0s 11ms/step >15, 502/693, d1=0.642, d2=0.475 g=2.339 2/2 [==============================] - 0s 12ms/step >15, 503/693, d1=0.430, d2=0.552 g=2.243 2/2 [==============================] - 0s 13ms/step >15, 504/693, d1=0.452, d2=0.398 g=1.727 2/2 [==============================] - 0s 12ms/step >15, 505/693, d1=0.545, d2=0.487 g=1.755 2/2 [==============================] - 0s 12ms/step >15, 506/693, d1=0.428, d2=0.400 g=1.972 2/2 [==============================] - 0s 13ms/step >15, 507/693, d1=0.557, d2=0.388 g=2.198 2/2 [==============================] - 0s 11ms/step >15, 508/693, d1=0.505, d2=0.510 g=1.755 2/2 [==============================] - 0s 13ms/step >15, 509/693, d1=0.530, d2=0.489 g=2.141 2/2 [==============================] - 0s 13ms/step >15, 510/693, d1=0.484, d2=0.529 g=1.841 2/2 [==============================] - 0s 13ms/step >15, 511/693, d1=0.350, d2=0.401 g=2.026 2/2 [==============================] - 0s 12ms/step >15, 512/693, d1=0.659, d2=0.445 g=2.120 2/2 [==============================] - 0s 13ms/step >15, 513/693, d1=0.477, d2=0.434 g=2.020 2/2 [==============================] - 0s 16ms/step >15, 514/693, d1=0.584, d2=0.481 g=1.871 2/2 [==============================] - 0s 12ms/step >15, 515/693, d1=0.421, d2=0.551 g=1.779 2/2 [==============================] - 0s 14ms/step >15, 516/693, d1=0.610, d2=0.475 g=2.480 2/2 [==============================] - 0s 12ms/step >15, 517/693, d1=0.492, d2=0.364 g=2.025 2/2 [==============================] - 0s 12ms/step >15, 518/693, d1=0.451, d2=0.578 g=2.356 2/2 [==============================] - 0s 12ms/step >15, 519/693, d1=0.590, d2=0.497 g=2.051 2/2 [==============================] - 0s 12ms/step >15, 520/693, d1=0.543, d2=0.464 g=2.192 2/2 [==============================] - 0s 13ms/step >15, 521/693, d1=0.518, d2=0.460 g=2.357 2/2 [==============================] - 0s 12ms/step >15, 522/693, d1=0.429, d2=0.449 g=1.836 2/2 [==============================] - 0s 14ms/step >15, 523/693, d1=0.581, d2=0.459 g=2.549 2/2 [==============================] - 0s 14ms/step >15, 524/693, d1=0.568, d2=0.450 g=1.630 2/2 [==============================] - 0s 13ms/step >15, 525/693, d1=0.385, d2=0.459 g=1.876 2/2 [==============================] - 0s 13ms/step >15, 526/693, d1=0.452, d2=0.393 g=1.907 2/2 [==============================] - 0s 13ms/step >15, 527/693, d1=0.522, d2=0.365 g=1.821 2/2 [==============================] - 0s 11ms/step >15, 528/693, d1=0.428, d2=0.412 g=1.881 2/2 [==============================] - 0s 13ms/step >15, 529/693, d1=0.412, d2=0.487 g=2.067 2/2 [==============================] - 0s 13ms/step >15, 530/693, d1=0.486, d2=0.411 g=2.010 2/2 [==============================] - 0s 13ms/step >15, 531/693, d1=0.439, d2=0.486 g=2.187 2/2 [==============================] - 0s 14ms/step >15, 532/693, d1=0.505, d2=0.345 g=2.068 2/2 [==============================] - 0s 12ms/step >15, 533/693, d1=0.453, d2=0.406 g=1.769 2/2 [==============================] - 0s 12ms/step >15, 534/693, d1=0.419, d2=0.391 g=2.167 2/2 [==============================] - 0s 13ms/step >15, 535/693, d1=0.455, d2=0.423 g=2.051 2/2 [==============================] - 0s 13ms/step >15, 536/693, d1=0.448, d2=0.543 g=2.763 2/2 [==============================] - 0s 12ms/step >15, 537/693, d1=0.482, d2=0.391 g=2.131 2/2 [==============================] - 0s 14ms/step >15, 538/693, d1=0.542, d2=0.448 g=2.270 2/2 [==============================] - 0s 13ms/step >15, 539/693, d1=0.411, d2=0.495 g=1.957 2/2 [==============================] - 0s 13ms/step >15, 540/693, d1=0.510, d2=0.443 g=2.577 2/2 [==============================] - 0s 12ms/step >15, 541/693, d1=0.537, d2=0.383 g=2.753 2/2 [==============================] - 0s 12ms/step >15, 542/693, d1=0.540, d2=0.493 g=1.792 2/2 [==============================] - 0s 14ms/step >15, 543/693, d1=0.392, d2=0.506 g=2.121 2/2 [==============================] - 0s 12ms/step >15, 544/693, d1=0.404, d2=0.393 g=1.894 2/2 [==============================] - 0s 13ms/step >15, 545/693, d1=0.454, d2=0.529 g=2.219 2/2 [==============================] - 0s 13ms/step >15, 546/693, d1=0.477, d2=0.455 g=2.582 2/2 [==============================] - 0s 13ms/step >15, 547/693, d1=0.587, d2=0.385 g=2.922 2/2 [==============================] - 0s 14ms/step >15, 548/693, d1=0.549, d2=0.536 g=2.439 2/2 [==============================] - 0s 12ms/step >15, 549/693, d1=0.586, d2=0.491 g=1.868 2/2 [==============================] - 0s 13ms/step >15, 550/693, d1=0.500, d2=0.509 g=2.148 2/2 [==============================] - 0s 14ms/step >15, 551/693, d1=0.435, d2=0.524 g=1.854 2/2 [==============================] - 0s 13ms/step >15, 552/693, d1=0.531, d2=0.448 g=1.902 2/2 [==============================] - 0s 12ms/step >15, 553/693, d1=0.517, d2=0.472 g=2.156 2/2 [==============================] - 0s 13ms/step >15, 554/693, d1=0.396, d2=0.401 g=2.640 2/2 [==============================] - 0s 11ms/step >15, 555/693, d1=0.525, d2=0.404 g=1.969 2/2 [==============================] - 0s 11ms/step >15, 556/693, d1=0.475, d2=0.462 g=2.621 2/2 [==============================] - 0s 15ms/step >15, 557/693, d1=0.520, d2=0.507 g=1.963 2/2 [==============================] - 0s 12ms/step >15, 558/693, d1=0.523, d2=0.465 g=2.221 2/2 [==============================] - 0s 12ms/step >15, 559/693, d1=0.514, d2=0.511 g=2.129 2/2 [==============================] - 0s 15ms/step >15, 560/693, d1=0.409, d2=0.483 g=2.624 2/2 [==============================] - 0s 14ms/step >15, 561/693, d1=0.522, d2=0.453 g=2.467 2/2 [==============================] - 0s 14ms/step >15, 562/693, d1=0.629, d2=0.490 g=2.170 2/2 [==============================] - 0s 13ms/step >15, 563/693, d1=0.454, d2=0.448 g=2.588 2/2 [==============================] - 0s 15ms/step >15, 564/693, d1=0.565, d2=0.411 g=1.857 2/2 [==============================] - 0s 12ms/step >15, 565/693, d1=0.424, d2=0.546 g=2.127 2/2 [==============================] - 0s 13ms/step >15, 566/693, d1=0.521, d2=0.471 g=2.225 2/2 [==============================] - 0s 12ms/step >15, 567/693, d1=0.587, d2=0.486 g=2.926 2/2 [==============================] - 0s 13ms/step >15, 568/693, d1=0.593, d2=0.575 g=1.923 2/2 [==============================] - 0s 12ms/step >15, 569/693, d1=0.556, d2=0.433 g=2.420 2/2 [==============================] - 0s 13ms/step >15, 570/693, d1=0.444, d2=0.437 g=2.510 2/2 [==============================] - 0s 14ms/step >15, 571/693, d1=0.522, d2=0.510 g=1.988 2/2 [==============================] - 0s 13ms/step >15, 572/693, d1=0.541, d2=0.455 g=2.007 2/2 [==============================] - 0s 14ms/step >15, 573/693, d1=0.614, d2=0.432 g=2.394 2/2 [==============================] - 0s 12ms/step >15, 574/693, d1=0.507, d2=0.630 g=1.830 2/2 [==============================] - 0s 13ms/step >15, 575/693, d1=0.383, d2=0.355 g=2.676 2/2 [==============================] - 0s 13ms/step >15, 576/693, d1=0.480, d2=0.388 g=1.649 2/2 [==============================] - 0s 14ms/step >15, 577/693, d1=0.540, d2=0.493 g=2.142 2/2 [==============================] - 0s 13ms/step >15, 578/693, d1=0.344, d2=0.494 g=2.374 2/2 [==============================] - 0s 14ms/step >15, 579/693, d1=0.464, d2=0.369 g=2.120 2/2 [==============================] - 0s 14ms/step >15, 580/693, d1=0.431, d2=0.545 g=2.315 2/2 [==============================] - 0s 13ms/step >15, 581/693, d1=0.470, d2=0.371 g=2.810 2/2 [==============================] - 0s 14ms/step >15, 582/693, d1=0.501, d2=0.499 g=2.674 2/2 [==============================] - 0s 12ms/step >15, 583/693, d1=0.525, d2=0.452 g=1.772 2/2 [==============================] - 0s 13ms/step >15, 584/693, d1=0.459, d2=0.449 g=1.989 2/2 [==============================] - 0s 12ms/step >15, 585/693, d1=0.494, d2=0.377 g=2.273 2/2 [==============================] - 0s 13ms/step >15, 586/693, d1=0.450, d2=0.432 g=2.436 2/2 [==============================] - 0s 13ms/step >15, 587/693, d1=0.404, d2=0.469 g=2.351 2/2 [==============================] - 0s 12ms/step >15, 588/693, d1=0.510, d2=0.477 g=1.693 2/2 [==============================] - 0s 13ms/step >15, 589/693, d1=0.602, d2=0.426 g=1.992 2/2 [==============================] - 0s 12ms/step >15, 590/693, d1=0.550, d2=0.499 g=2.184 2/2 [==============================] - 0s 13ms/step >15, 591/693, d1=0.612, d2=0.596 g=1.749 2/2 [==============================] - 0s 12ms/step >15, 592/693, d1=0.498, d2=0.422 g=2.072 2/2 [==============================] - 0s 13ms/step >15, 593/693, d1=0.307, d2=0.529 g=2.422 2/2 [==============================] - 0s 13ms/step >15, 594/693, d1=0.533, d2=0.310 g=2.535 2/2 [==============================] - 0s 13ms/step >15, 595/693, d1=0.550, d2=0.499 g=1.982 2/2 [==============================] - 0s 12ms/step >15, 596/693, d1=0.549, d2=0.609 g=2.156 2/2 [==============================] - 0s 11ms/step >15, 597/693, d1=0.516, d2=0.485 g=2.686 2/2 [==============================] - 0s 13ms/step >15, 598/693, d1=0.608, d2=0.471 g=1.629 2/2 [==============================] - 0s 13ms/step >15, 599/693, d1=0.576, d2=0.618 g=1.960 2/2 [==============================] - 0s 12ms/step >15, 600/693, d1=0.437, d2=0.382 g=1.812 2/2 [==============================] - 0s 13ms/step >15, 601/693, d1=0.535, d2=0.357 g=1.990 2/2 [==============================] - 0s 12ms/step >15, 602/693, d1=0.567, d2=0.574 g=2.025 2/2 [==============================] - 0s 14ms/step >15, 603/693, d1=0.542, d2=0.607 g=2.016 2/2 [==============================] - 0s 14ms/step >15, 604/693, d1=0.508, d2=0.427 g=2.316 2/2 [==============================] - 0s 14ms/step >15, 605/693, d1=0.464, d2=0.564 g=2.217 2/2 [==============================] - 0s 11ms/step >15, 606/693, d1=0.580, d2=0.361 g=1.458 2/2 [==============================] - 0s 12ms/step >15, 607/693, d1=0.557, d2=0.547 g=2.085 2/2 [==============================] - 0s 13ms/step >15, 608/693, d1=0.495, d2=0.449 g=1.713 2/2 [==============================] - 0s 14ms/step >15, 609/693, d1=0.480, d2=0.501 g=2.247 2/2 [==============================] - 0s 14ms/step >15, 610/693, d1=0.546, d2=0.417 g=2.209 2/2 [==============================] - 0s 13ms/step >15, 611/693, d1=0.513, d2=0.624 g=2.118 2/2 [==============================] - 0s 12ms/step >15, 612/693, d1=0.492, d2=0.468 g=1.883 2/2 [==============================] - 0s 13ms/step >15, 613/693, d1=0.469, d2=0.507 g=2.232 2/2 [==============================] - 0s 14ms/step >15, 614/693, d1=0.551, d2=0.400 g=2.418 2/2 [==============================] - 0s 14ms/step >15, 615/693, d1=0.408, d2=0.402 g=2.073 2/2 [==============================] - 0s 14ms/step >15, 616/693, d1=0.463, d2=0.455 g=2.504 2/2 [==============================] - 0s 13ms/step >15, 617/693, d1=0.592, d2=0.486 g=2.535 2/2 [==============================] - 0s 12ms/step >15, 618/693, d1=0.626, d2=0.563 g=2.034 2/2 [==============================] - 0s 13ms/step >15, 619/693, d1=0.408, d2=0.583 g=2.093 2/2 [==============================] - 0s 12ms/step >15, 620/693, d1=0.625, d2=0.428 g=2.196 2/2 [==============================] - 0s 12ms/step >15, 621/693, d1=0.560, d2=0.413 g=1.792 2/2 [==============================] - 0s 12ms/step >15, 622/693, d1=0.443, d2=0.473 g=1.995 2/2 [==============================] - 0s 12ms/step >15, 623/693, d1=0.434, d2=0.479 g=2.223 2/2 [==============================] - 0s 12ms/step >15, 624/693, d1=0.452, d2=0.369 g=2.473 2/2 [==============================] - 0s 14ms/step >15, 625/693, d1=0.552, d2=0.501 g=2.199 2/2 [==============================] - 0s 12ms/step >15, 626/693, d1=0.415, d2=0.450 g=1.520 2/2 [==============================] - 0s 13ms/step >15, 627/693, d1=0.434, d2=0.449 g=1.760 2/2 [==============================] - 0s 14ms/step >15, 628/693, d1=0.516, d2=0.388 g=1.685 2/2 [==============================] - 0s 13ms/step >15, 629/693, d1=0.499, d2=0.455 g=1.733 2/2 [==============================] - 0s 13ms/step >15, 630/693, d1=0.449, d2=0.568 g=2.317 2/2 [==============================] - 0s 13ms/step >15, 631/693, d1=0.610, d2=0.475 g=2.092 2/2 [==============================] - 0s 13ms/step >15, 632/693, d1=0.443, d2=0.397 g=1.917 2/2 [==============================] - 0s 13ms/step >15, 633/693, d1=0.542, d2=0.461 g=2.162 2/2 [==============================] - 0s 12ms/step >15, 634/693, d1=0.477, d2=0.524 g=2.415 2/2 [==============================] - 0s 12ms/step >15, 635/693, d1=0.443, d2=0.488 g=2.216 2/2 [==============================] - 0s 12ms/step >15, 636/693, d1=0.509, d2=0.368 g=1.862 2/2 [==============================] - 0s 12ms/step >15, 637/693, d1=0.533, d2=0.462 g=1.870 2/2 [==============================] - 0s 14ms/step >15, 638/693, d1=0.552, d2=0.616 g=2.159 2/2 [==============================] - 0s 12ms/step >15, 639/693, d1=0.452, d2=0.420 g=2.129 2/2 [==============================] - 0s 13ms/step >15, 640/693, d1=0.608, d2=0.469 g=2.058 2/2 [==============================] - 0s 13ms/step >15, 641/693, d1=0.513, d2=0.479 g=1.929 2/2 [==============================] - 0s 12ms/step >15, 642/693, d1=0.490, d2=0.528 g=1.992 2/2 [==============================] - 0s 12ms/step >15, 643/693, d1=0.374, d2=0.430 g=2.308 2/2 [==============================] - 0s 12ms/step >15, 644/693, d1=0.581, d2=0.440 g=2.124 2/2 [==============================] - 0s 14ms/step >15, 645/693, d1=0.557, d2=0.456 g=2.482 2/2 [==============================] - 0s 14ms/step >15, 646/693, d1=0.529, d2=0.552 g=2.096 2/2 [==============================] - 0s 12ms/step >15, 647/693, d1=0.410, d2=0.509 g=1.935 2/2 [==============================] - 0s 12ms/step >15, 648/693, d1=0.499, d2=0.473 g=2.076 2/2 [==============================] - 0s 13ms/step >15, 649/693, d1=0.509, d2=0.362 g=2.218 2/2 [==============================] - 0s 14ms/step >15, 650/693, d1=0.588, d2=0.481 g=1.741 2/2 [==============================] - 0s 11ms/step >15, 651/693, d1=0.581, d2=0.538 g=2.197 2/2 [==============================] - 0s 12ms/step >15, 652/693, d1=0.457, d2=0.483 g=2.626 2/2 [==============================] - 0s 13ms/step >15, 653/693, d1=0.635, d2=0.545 g=1.968 2/2 [==============================] - 0s 13ms/step >15, 654/693, d1=0.439, d2=0.456 g=1.969 2/2 [==============================] - 0s 12ms/step >15, 655/693, d1=0.541, d2=0.544 g=1.770 2/2 [==============================] - 0s 13ms/step >15, 656/693, d1=0.436, d2=0.518 g=2.203 2/2 [==============================] - 0s 13ms/step >15, 657/693, d1=0.633, d2=0.454 g=1.603 2/2 [==============================] - 0s 13ms/step >15, 658/693, d1=0.472, d2=0.544 g=1.591 2/2 [==============================] - 0s 13ms/step >15, 659/693, d1=0.491, d2=0.404 g=1.955 2/2 [==============================] - 0s 12ms/step >15, 660/693, d1=0.517, d2=0.490 g=2.278 2/2 [==============================] - 0s 11ms/step >15, 661/693, d1=0.551, d2=0.531 g=1.997 2/2 [==============================] - 0s 12ms/step >15, 662/693, d1=0.479, d2=0.388 g=2.645 2/2 [==============================] - 0s 14ms/step >15, 663/693, d1=0.453, d2=0.438 g=1.688 2/2 [==============================] - 0s 13ms/step >15, 664/693, d1=0.620, d2=0.480 g=2.405 2/2 [==============================] - 0s 14ms/step >15, 665/693, d1=0.518, d2=0.578 g=1.944 2/2 [==============================] - 0s 13ms/step >15, 666/693, d1=0.314, d2=0.464 g=2.318 2/2 [==============================] - 0s 13ms/step >15, 667/693, d1=0.472, d2=0.367 g=2.234 2/2 [==============================] - 0s 12ms/step >15, 668/693, d1=0.535, d2=0.419 g=1.891 2/2 [==============================] - 0s 12ms/step >15, 669/693, d1=0.470, d2=0.435 g=1.795 2/2 [==============================] - 0s 13ms/step >15, 670/693, d1=0.461, d2=0.566 g=2.540 2/2 [==============================] - 0s 12ms/step >15, 671/693, d1=0.396, d2=0.461 g=2.576 2/2 [==============================] - 0s 12ms/step >15, 672/693, d1=0.520, d2=0.518 g=2.584 2/2 [==============================] - 0s 12ms/step >15, 673/693, d1=0.487, d2=0.494 g=2.005 2/2 [==============================] - 0s 13ms/step >15, 674/693, d1=0.507, d2=0.465 g=2.149 2/2 [==============================] - 0s 13ms/step >15, 675/693, d1=0.501, d2=0.462 g=1.950 2/2 [==============================] - 0s 13ms/step >15, 676/693, d1=0.579, d2=0.451 g=2.405 2/2 [==============================] - 0s 14ms/step >15, 677/693, d1=0.538, d2=0.511 g=2.486 2/2 [==============================] - 0s 13ms/step >15, 678/693, d1=0.447, d2=0.393 g=2.289 2/2 [==============================] - 0s 14ms/step >15, 679/693, d1=0.490, d2=0.362 g=2.452 2/2 [==============================] - 0s 12ms/step >15, 680/693, d1=0.468, d2=0.421 g=1.513 2/2 [==============================] - 0s 13ms/step >15, 681/693, d1=0.478, d2=0.554 g=1.692 2/2 [==============================] - 0s 12ms/step >15, 682/693, d1=0.407, d2=0.470 g=1.863 2/2 [==============================] - 0s 13ms/step >15, 683/693, d1=0.584, d2=0.420 g=1.843 2/2 [==============================] - 0s 12ms/step >15, 684/693, d1=0.652, d2=0.583 g=1.849 2/2 [==============================] - 0s 12ms/step >15, 685/693, d1=0.433, d2=0.577 g=2.544 2/2 [==============================] - 0s 13ms/step >15, 686/693, d1=0.495, d2=0.471 g=1.764 2/2 [==============================] - 0s 12ms/step >15, 687/693, d1=0.628, d2=0.467 g=2.368 2/2 [==============================] - 0s 12ms/step >15, 688/693, d1=0.460, d2=0.474 g=2.477 2/2 [==============================] - 0s 14ms/step >15, 689/693, d1=0.526, d2=0.452 g=2.219 2/2 [==============================] - 0s 11ms/step >15, 690/693, d1=0.618, d2=0.416 g=2.209 2/2 [==============================] - 0s 13ms/step >15, 691/693, d1=0.337, d2=0.481 g=2.036 2/2 [==============================] - 0s 14ms/step >15, 692/693, d1=0.528, d2=0.498 g=2.288 2/2 [==============================] - 0s 12ms/step >15, 693/693, d1=0.463, d2=0.434 g=1.851 2/2 [==============================] - 0s 12ms/step >16, 1/693, d1=0.565, d2=0.490 g=1.839 2/2 [==============================] - 0s 13ms/step >16, 2/693, d1=0.441, d2=0.426 g=2.372 2/2 [==============================] - 0s 12ms/step >16, 3/693, d1=0.405, d2=0.390 g=1.797 2/2 [==============================] - 0s 13ms/step >16, 4/693, d1=0.567, d2=0.419 g=1.974 2/2 [==============================] - 0s 14ms/step >16, 5/693, d1=0.359, d2=0.556 g=2.042 2/2 [==============================] - 0s 12ms/step >16, 6/693, d1=0.402, d2=0.384 g=1.664 2/2 [==============================] - 0s 13ms/step >16, 7/693, d1=0.566, d2=0.493 g=1.836 2/2 [==============================] - 0s 12ms/step >16, 8/693, d1=0.435, d2=0.406 g=2.148 2/2 [==============================] - 0s 13ms/step >16, 9/693, d1=0.487, d2=0.407 g=1.846 2/2 [==============================] - 0s 14ms/step >16, 10/693, d1=0.494, d2=0.483 g=2.340 2/2 [==============================] - 0s 13ms/step >16, 11/693, d1=0.415, d2=0.574 g=2.141 2/2 [==============================] - 0s 12ms/step >16, 12/693, d1=0.490, d2=0.385 g=2.807 2/2 [==============================] - 0s 14ms/step >16, 13/693, d1=0.542, d2=0.404 g=2.009 2/2 [==============================] - 0s 13ms/step >16, 14/693, d1=0.440, d2=0.462 g=2.567 2/2 [==============================] - 0s 15ms/step >16, 15/693, d1=0.465, d2=0.358 g=1.540 2/2 [==============================] - 0s 13ms/step >16, 16/693, d1=0.683, d2=0.537 g=1.781 2/2 [==============================] - 0s 14ms/step >16, 17/693, d1=0.391, d2=0.449 g=2.712 2/2 [==============================] - 0s 12ms/step >16, 18/693, d1=0.426, d2=0.438 g=2.575 2/2 [==============================] - 0s 11ms/step >16, 19/693, d1=0.496, d2=0.430 g=1.798 2/2 [==============================] - 0s 13ms/step >16, 20/693, d1=0.427, d2=0.557 g=2.211 2/2 [==============================] - 0s 13ms/step >16, 21/693, d1=0.570, d2=0.400 g=1.815 2/2 [==============================] - 0s 12ms/step >16, 22/693, d1=0.420, d2=0.431 g=2.212 2/2 [==============================] - 0s 13ms/step >16, 23/693, d1=0.498, d2=0.615 g=1.934 2/2 [==============================] - 0s 13ms/step >16, 24/693, d1=0.425, d2=0.312 g=1.857 2/2 [==============================] - 0s 12ms/step >16, 25/693, d1=0.570, d2=0.462 g=2.178 2/2 [==============================] - 0s 12ms/step >16, 26/693, d1=0.526, d2=0.486 g=1.897 2/2 [==============================] - 0s 12ms/step >16, 27/693, d1=0.522, d2=0.551 g=2.159 2/2 [==============================] - 0s 11ms/step >16, 28/693, d1=0.559, d2=0.406 g=2.150 2/2 [==============================] - 0s 11ms/step >16, 29/693, d1=0.462, d2=0.503 g=1.978 2/2 [==============================] - 0s 13ms/step >16, 30/693, d1=0.522, d2=0.528 g=2.296 2/2 [==============================] - 0s 13ms/step >16, 31/693, d1=0.521, d2=0.502 g=2.115 2/2 [==============================] - 0s 14ms/step >16, 32/693, d1=0.486, d2=0.526 g=2.529 2/2 [==============================] - 0s 14ms/step >16, 33/693, d1=0.531, d2=0.498 g=2.400 2/2 [==============================] - 0s 15ms/step >16, 34/693, d1=0.442, d2=0.347 g=2.028 2/2 [==============================] - 0s 14ms/step >16, 35/693, d1=0.568, d2=0.474 g=2.551 2/2 [==============================] - 0s 12ms/step >16, 36/693, d1=0.442, d2=0.470 g=2.428 2/2 [==============================] - 0s 11ms/step >16, 37/693, d1=0.545, d2=0.425 g=2.114 2/2 [==============================] - 0s 12ms/step >16, 38/693, d1=0.375, d2=0.472 g=2.443 2/2 [==============================] - 0s 13ms/step >16, 39/693, d1=0.476, d2=0.459 g=2.381 2/2 [==============================] - 0s 13ms/step >16, 40/693, d1=0.512, d2=0.370 g=1.819 2/2 [==============================] - 0s 13ms/step >16, 41/693, d1=0.480, d2=0.539 g=2.173 2/2 [==============================] - 0s 13ms/step >16, 42/693, d1=0.442, d2=0.408 g=1.967 2/2 [==============================] - 0s 14ms/step >16, 43/693, d1=0.522, d2=0.512 g=2.470 2/2 [==============================] - 0s 13ms/step >16, 44/693, d1=0.603, d2=0.486 g=2.278 2/2 [==============================] - 0s 13ms/step >16, 45/693, d1=0.519, d2=0.435 g=3.077 2/2 [==============================] - 0s 13ms/step >16, 46/693, d1=0.517, d2=0.451 g=2.455 2/2 [==============================] - 0s 13ms/step >16, 47/693, d1=0.468, d2=0.465 g=2.316 2/2 [==============================] - 0s 13ms/step >16, 48/693, d1=0.418, d2=0.392 g=2.104 2/2 [==============================] - 0s 13ms/step >16, 49/693, d1=0.620, d2=0.471 g=2.083 2/2 [==============================] - 0s 14ms/step >16, 50/693, d1=0.364, d2=0.527 g=2.002 2/2 [==============================] - 0s 12ms/step >16, 51/693, d1=0.437, d2=0.433 g=2.383 2/2 [==============================] - 0s 12ms/step >16, 52/693, d1=0.597, d2=0.417 g=2.756 2/2 [==============================] - 0s 13ms/step >16, 53/693, d1=0.613, d2=0.448 g=2.224 2/2 [==============================] - 0s 11ms/step >16, 54/693, d1=0.433, d2=0.445 g=1.828 2/2 [==============================] - 0s 12ms/step >16, 55/693, d1=0.536, d2=0.498 g=2.762 2/2 [==============================] - 0s 13ms/step >16, 56/693, d1=0.363, d2=0.471 g=3.096 2/2 [==============================] - 0s 13ms/step >16, 57/693, d1=0.607, d2=0.441 g=1.971 2/2 [==============================] - 0s 14ms/step >16, 58/693, d1=0.494, d2=0.504 g=2.092 2/2 [==============================] - 0s 13ms/step >16, 59/693, d1=0.534, d2=0.460 g=2.146 2/2 [==============================] - 0s 13ms/step >16, 60/693, d1=0.532, d2=0.519 g=2.614 2/2 [==============================] - 0s 13ms/step >16, 61/693, d1=0.515, d2=0.531 g=2.559 2/2 [==============================] - 0s 12ms/step >16, 62/693, d1=0.637, d2=0.405 g=2.438 2/2 [==============================] - 0s 12ms/step >16, 63/693, d1=0.473, d2=0.386 g=2.131 2/2 [==============================] - 0s 13ms/step >16, 64/693, d1=0.471, d2=0.541 g=1.930 2/2 [==============================] - 0s 11ms/step >16, 65/693, d1=0.559, d2=0.450 g=2.174 2/2 [==============================] - 0s 13ms/step >16, 66/693, d1=0.476, d2=0.488 g=1.617 2/2 [==============================] - 0s 12ms/step >16, 67/693, d1=0.492, d2=0.577 g=2.195 2/2 [==============================] - 0s 13ms/step >16, 68/693, d1=0.544, d2=0.440 g=2.627 2/2 [==============================] - 0s 13ms/step >16, 69/693, d1=0.458, d2=0.416 g=2.509 2/2 [==============================] - 0s 13ms/step >16, 70/693, d1=0.440, d2=0.367 g=2.154 2/2 [==============================] - 0s 13ms/step >16, 71/693, d1=0.439, d2=0.478 g=1.868 2/2 [==============================] - 0s 13ms/step >16, 72/693, d1=0.526, d2=0.391 g=1.769 2/2 [==============================] - 0s 14ms/step >16, 73/693, d1=0.401, d2=0.400 g=1.920 2/2 [==============================] - 0s 13ms/step >16, 74/693, d1=0.497, d2=0.491 g=2.135 2/2 [==============================] - 0s 14ms/step >16, 75/693, d1=0.499, d2=0.426 g=2.551 2/2 [==============================] - 0s 13ms/step >16, 76/693, d1=0.470, d2=0.410 g=1.919 2/2 [==============================] - 0s 12ms/step >16, 77/693, d1=0.381, d2=0.394 g=2.154 2/2 [==============================] - 0s 12ms/step >16, 78/693, d1=0.555, d2=0.457 g=2.434 2/2 [==============================] - 0s 12ms/step >16, 79/693, d1=0.519, d2=0.474 g=1.907 2/2 [==============================] - 0s 12ms/step >16, 80/693, d1=0.495, d2=0.583 g=1.900 2/2 [==============================] - 0s 12ms/step >16, 81/693, d1=0.445, d2=0.376 g=2.141 2/2 [==============================] - 0s 13ms/step >16, 82/693, d1=0.597, d2=0.511 g=1.987 2/2 [==============================] - 0s 13ms/step >16, 83/693, d1=0.460, d2=0.410 g=2.033 2/2 [==============================] - 0s 14ms/step >16, 84/693, d1=0.433, d2=0.446 g=2.257 2/2 [==============================] - 0s 14ms/step >16, 85/693, d1=0.615, d2=0.501 g=1.789 2/2 [==============================] - 0s 13ms/step >16, 86/693, d1=0.488, d2=0.423 g=2.104 2/2 [==============================] - 0s 13ms/step >16, 87/693, d1=0.467, d2=0.553 g=1.774 2/2 [==============================] - 0s 13ms/step >16, 88/693, d1=0.455, d2=0.462 g=2.023 2/2 [==============================] - 0s 12ms/step >16, 89/693, d1=0.526, d2=0.521 g=2.286 2/2 [==============================] - 0s 11ms/step >16, 90/693, d1=0.500, d2=0.372 g=2.414 2/2 [==============================] - 0s 13ms/step >16, 91/693, d1=0.419, d2=0.476 g=2.312 2/2 [==============================] - 0s 12ms/step >16, 92/693, d1=0.618, d2=0.464 g=2.274 2/2 [==============================] - 0s 13ms/step >16, 93/693, d1=0.387, d2=0.524 g=1.980 2/2 [==============================] - 0s 12ms/step >16, 94/693, d1=0.492, d2=0.353 g=2.489 2/2 [==============================] - 0s 12ms/step >16, 95/693, d1=0.673, d2=0.449 g=1.776 2/2 [==============================] - 0s 13ms/step >16, 96/693, d1=0.444, d2=0.551 g=2.099 2/2 [==============================] - 0s 13ms/step >16, 97/693, d1=0.351, d2=0.513 g=2.077 2/2 [==============================] - 0s 13ms/step >16, 98/693, d1=0.526, d2=0.409 g=1.900 2/2 [==============================] - 0s 12ms/step >16, 99/693, d1=0.551, d2=0.439 g=2.155 2/2 [==============================] - 0s 13ms/step >16, 100/693, d1=0.501, d2=0.467 g=2.372 2/2 [==============================] - 0s 13ms/step >16, 101/693, d1=0.538, d2=0.419 g=1.919 2/2 [==============================] - 0s 14ms/step >16, 102/693, d1=0.429, d2=0.444 g=2.329 2/2 [==============================] - 0s 13ms/step >16, 103/693, d1=0.522, d2=0.548 g=1.804 2/2 [==============================] - 0s 13ms/step >16, 104/693, d1=0.619, d2=0.453 g=2.623 2/2 [==============================] - 0s 13ms/step >16, 105/693, d1=0.535, d2=0.387 g=1.627 2/2 [==============================] - 0s 13ms/step >16, 106/693, d1=0.407, d2=0.704 g=1.588 2/2 [==============================] - 0s 14ms/step >16, 107/693, d1=0.467, d2=0.477 g=2.157 2/2 [==============================] - 0s 12ms/step >16, 108/693, d1=0.395, d2=0.254 g=2.109 2/2 [==============================] - 0s 13ms/step >16, 109/693, d1=0.446, d2=0.526 g=2.501 2/2 [==============================] - 0s 12ms/step >16, 110/693, d1=0.485, d2=0.308 g=2.330 2/2 [==============================] - 0s 13ms/step >16, 111/693, d1=0.417, d2=0.508 g=2.284 2/2 [==============================] - 0s 14ms/step >16, 112/693, d1=0.382, d2=0.440 g=2.434 2/2 [==============================] - 0s 14ms/step >16, 113/693, d1=0.546, d2=0.386 g=2.797 2/2 [==============================] - 0s 13ms/step >16, 114/693, d1=0.586, d2=0.310 g=2.614 2/2 [==============================] - 0s 13ms/step >16, 115/693, d1=0.437, d2=0.344 g=2.150 2/2 [==============================] - 0s 14ms/step >16, 116/693, d1=0.432, d2=0.482 g=2.163 2/2 [==============================] - 0s 13ms/step >16, 117/693, d1=0.405, d2=0.474 g=3.544 2/2 [==============================] - 0s 14ms/step >16, 118/693, d1=0.406, d2=0.492 g=2.850 2/2 [==============================] - 0s 13ms/step >16, 119/693, d1=0.514, d2=0.433 g=1.935 2/2 [==============================] - 0s 14ms/step >16, 120/693, d1=0.424, d2=0.414 g=2.425 2/2 [==============================] - 0s 13ms/step >16, 121/693, d1=0.354, d2=0.365 g=2.986 2/2 [==============================] - 0s 12ms/step >16, 122/693, d1=0.591, d2=0.491 g=1.998 2/2 [==============================] - 0s 13ms/step >16, 123/693, d1=0.459, d2=0.525 g=2.118 2/2 [==============================] - 0s 12ms/step >16, 124/693, d1=0.515, d2=0.489 g=2.246 2/2 [==============================] - 0s 13ms/step >16, 125/693, d1=0.435, d2=0.472 g=2.354 2/2 [==============================] - 0s 13ms/step >16, 126/693, d1=0.477, d2=0.434 g=2.210 2/2 [==============================] - 0s 12ms/step >16, 127/693, d1=0.553, d2=0.395 g=2.451 2/2 [==============================] - 0s 12ms/step >16, 128/693, d1=0.450, d2=0.429 g=2.948 2/2 [==============================] - 0s 14ms/step >16, 129/693, d1=0.522, d2=0.571 g=2.626 2/2 [==============================] - 0s 13ms/step >16, 130/693, d1=0.418, d2=0.434 g=2.316 2/2 [==============================] - 0s 12ms/step >16, 131/693, d1=0.450, d2=0.444 g=2.210 2/2 [==============================] - 0s 12ms/step >16, 132/693, d1=0.393, d2=0.439 g=2.167 2/2 [==============================] - 0s 12ms/step >16, 133/693, d1=0.584, d2=0.552 g=2.337 2/2 [==============================] - 0s 13ms/step >16, 134/693, d1=0.496, d2=0.433 g=2.062 2/2 [==============================] - 0s 13ms/step >16, 135/693, d1=0.447, d2=0.550 g=2.538 2/2 [==============================] - 0s 12ms/step >16, 136/693, d1=0.504, d2=0.355 g=2.515 2/2 [==============================] - 0s 12ms/step >16, 137/693, d1=0.547, d2=0.397 g=2.540 2/2 [==============================] - 0s 12ms/step >16, 138/693, d1=0.575, d2=0.545 g=2.229 2/2 [==============================] - 0s 12ms/step >16, 139/693, d1=0.570, d2=0.447 g=2.203 2/2 [==============================] - 0s 13ms/step >16, 140/693, d1=0.477, d2=0.459 g=1.882 2/2 [==============================] - 0s 11ms/step >16, 141/693, d1=0.387, d2=0.438 g=2.678 2/2 [==============================] - 0s 12ms/step >16, 142/693, d1=0.500, d2=0.337 g=1.995 2/2 [==============================] - 0s 14ms/step >16, 143/693, d1=0.470, d2=0.488 g=2.099 2/2 [==============================] - 0s 14ms/step >16, 144/693, d1=0.449, d2=0.408 g=2.309 2/2 [==============================] - 0s 14ms/step >16, 145/693, d1=0.513, d2=0.448 g=2.019 2/2 [==============================] - 0s 14ms/step >16, 146/693, d1=0.453, d2=0.461 g=2.216 2/2 [==============================] - 0s 13ms/step >16, 147/693, d1=0.497, d2=0.440 g=2.004 2/2 [==============================] - 0s 13ms/step >16, 148/693, d1=0.520, d2=0.553 g=2.258 2/2 [==============================] - 0s 12ms/step >16, 149/693, d1=0.419, d2=0.500 g=2.122 2/2 [==============================] - 0s 14ms/step >16, 150/693, d1=0.534, d2=0.538 g=2.224 2/2 [==============================] - 0s 13ms/step >16, 151/693, d1=0.411, d2=0.403 g=2.270 2/2 [==============================] - 0s 11ms/step >16, 152/693, d1=0.514, d2=0.461 g=1.921 2/2 [==============================] - 0s 12ms/step >16, 153/693, d1=0.560, d2=0.458 g=2.233 2/2 [==============================] - 0s 12ms/step >16, 154/693, d1=0.490, d2=0.438 g=2.154 2/2 [==============================] - 0s 12ms/step >16, 155/693, d1=0.476, d2=0.535 g=2.616 2/2 [==============================] - 0s 13ms/step >16, 156/693, d1=0.581, d2=0.495 g=1.964 2/2 [==============================] - 0s 13ms/step >16, 157/693, d1=0.360, d2=0.522 g=2.076 2/2 [==============================] - 0s 14ms/step >16, 158/693, d1=0.584, d2=0.372 g=2.232 2/2 [==============================] - 0s 13ms/step >16, 159/693, d1=0.632, d2=0.470 g=1.438 2/2 [==============================] - 0s 13ms/step >16, 160/693, d1=0.524, d2=0.556 g=2.195 2/2 [==============================] - 0s 12ms/step >16, 161/693, d1=0.563, d2=0.492 g=2.016 2/2 [==============================] - 0s 12ms/step >16, 162/693, d1=0.502, d2=0.526 g=2.137 2/2 [==============================] - 0s 13ms/step >16, 163/693, d1=0.465, d2=0.331 g=1.933 2/2 [==============================] - 0s 13ms/step >16, 164/693, d1=0.497, d2=0.472 g=1.785 2/2 [==============================] - 0s 14ms/step >16, 165/693, d1=0.480, d2=0.505 g=1.982 2/2 [==============================] - 0s 13ms/step >16, 166/693, d1=0.443, d2=0.482 g=1.922 2/2 [==============================] - 0s 12ms/step >16, 167/693, d1=0.485, d2=0.442 g=2.235 2/2 [==============================] - 0s 13ms/step >16, 168/693, d1=0.476, d2=0.536 g=2.014 2/2 [==============================] - 0s 12ms/step >16, 169/693, d1=0.448, d2=0.551 g=2.606 2/2 [==============================] - 0s 13ms/step >16, 170/693, d1=0.618, d2=0.414 g=1.956 2/2 [==============================] - 0s 12ms/step >16, 171/693, d1=0.446, d2=0.416 g=2.360 2/2 [==============================] - 0s 13ms/step >16, 172/693, d1=0.602, d2=0.460 g=2.680 2/2 [==============================] - 0s 14ms/step >16, 173/693, d1=0.526, d2=0.509 g=1.789 2/2 [==============================] - 0s 13ms/step >16, 174/693, d1=0.438, d2=0.493 g=2.845 2/2 [==============================] - 0s 12ms/step >16, 175/693, d1=0.494, d2=0.324 g=2.550 2/2 [==============================] - 0s 11ms/step >16, 176/693, d1=0.505, d2=0.543 g=2.132 2/2 [==============================] - 0s 12ms/step >16, 177/693, d1=0.509, d2=0.396 g=1.724 2/2 [==============================] - 0s 13ms/step >16, 178/693, d1=0.450, d2=0.408 g=1.818 2/2 [==============================] - 0s 12ms/step >16, 179/693, d1=0.427, d2=0.453 g=2.089 2/2 [==============================] - 0s 13ms/step >16, 180/693, d1=0.420, d2=0.481 g=2.035 2/2 [==============================] - 0s 14ms/step >16, 181/693, d1=0.465, d2=0.422 g=2.089 2/2 [==============================] - 0s 13ms/step >16, 182/693, d1=0.523, d2=0.388 g=1.899 2/2 [==============================] - 0s 12ms/step >16, 183/693, d1=0.599, d2=0.431 g=2.031 2/2 [==============================] - 0s 12ms/step >16, 184/693, d1=0.364, d2=0.442 g=1.839 2/2 [==============================] - 0s 14ms/step >16, 185/693, d1=0.419, d2=0.528 g=2.024 2/2 [==============================] - 0s 11ms/step >16, 186/693, d1=0.485, d2=0.440 g=2.458 2/2 [==============================] - 0s 12ms/step >16, 187/693, d1=0.596, d2=0.481 g=2.142 2/2 [==============================] - 0s 12ms/step >16, 188/693, d1=0.486, d2=0.380 g=1.912 2/2 [==============================] - 0s 12ms/step >16, 189/693, d1=0.488, d2=0.537 g=1.936 2/2 [==============================] - 0s 12ms/step >16, 190/693, d1=0.426, d2=0.450 g=2.008 2/2 [==============================] - 0s 12ms/step >16, 191/693, d1=0.605, d2=0.485 g=2.116 2/2 [==============================] - 0s 14ms/step >16, 192/693, d1=0.543, d2=0.403 g=2.411 2/2 [==============================] - 0s 14ms/step >16, 193/693, d1=0.513, d2=0.550 g=2.143 2/2 [==============================] - 0s 12ms/step >16, 194/693, d1=0.494, d2=0.460 g=2.530 2/2 [==============================] - 0s 12ms/step >16, 195/693, d1=0.506, d2=0.511 g=2.023 2/2 [==============================] - 0s 12ms/step >16, 196/693, d1=0.564, d2=0.539 g=1.812 2/2 [==============================] - 0s 13ms/step >16, 197/693, d1=0.576, d2=0.422 g=2.175 2/2 [==============================] - 0s 11ms/step >16, 198/693, d1=0.517, d2=0.523 g=2.086 2/2 [==============================] - 0s 12ms/step >16, 199/693, d1=0.613, d2=0.453 g=1.914 2/2 [==============================] - 0s 12ms/step >16, 200/693, d1=0.463, d2=0.477 g=2.161 2/2 [==============================] - 0s 13ms/step >16, 201/693, d1=0.510, d2=0.472 g=2.095 2/2 [==============================] - 0s 13ms/step >16, 202/693, d1=0.515, d2=0.448 g=1.847 2/2 [==============================] - 0s 14ms/step >16, 203/693, d1=0.421, d2=0.432 g=2.198 2/2 [==============================] - 0s 14ms/step >16, 204/693, d1=0.422, d2=0.457 g=2.163 2/2 [==============================] - 0s 12ms/step >16, 205/693, d1=0.569, d2=0.515 g=2.046 2/2 [==============================] - 0s 13ms/step >16, 206/693, d1=0.385, d2=0.401 g=2.329 2/2 [==============================] - 0s 13ms/step >16, 207/693, d1=0.504, d2=0.367 g=2.147 2/2 [==============================] - 0s 12ms/step >16, 208/693, d1=0.756, d2=0.430 g=2.343 2/2 [==============================] - 0s 12ms/step >16, 209/693, d1=0.409, d2=0.431 g=1.835 2/2 [==============================] - 0s 13ms/step >16, 210/693, d1=0.534, d2=0.571 g=1.759 2/2 [==============================] - 0s 12ms/step >16, 211/693, d1=0.387, d2=0.520 g=1.779 2/2 [==============================] - 0s 13ms/step >16, 212/693, d1=0.467, d2=0.495 g=1.922 2/2 [==============================] - 0s 14ms/step >16, 213/693, d1=0.494, d2=0.433 g=2.080 2/2 [==============================] - 0s 13ms/step >16, 214/693, d1=0.385, d2=0.405 g=1.789 2/2 [==============================] - 0s 14ms/step >16, 215/693, d1=0.611, d2=0.641 g=2.223 2/2 [==============================] - 0s 13ms/step >16, 216/693, d1=0.523, d2=0.416 g=2.589 2/2 [==============================] - 0s 12ms/step >16, 217/693, d1=0.575, d2=0.521 g=2.092 2/2 [==============================] - 0s 12ms/step >16, 218/693, d1=0.546, d2=0.467 g=2.174 2/2 [==============================] - 0s 13ms/step >16, 219/693, d1=0.412, d2=0.352 g=1.709 2/2 [==============================] - 0s 13ms/step >16, 220/693, d1=0.532, d2=0.478 g=2.034 2/2 [==============================] - 0s 13ms/step >16, 221/693, d1=0.484, d2=0.488 g=2.323 2/2 [==============================] - 0s 14ms/step >16, 222/693, d1=0.473, d2=0.458 g=2.177 2/2 [==============================] - 0s 13ms/step >16, 223/693, d1=0.670, d2=0.443 g=1.897 2/2 [==============================] - 0s 13ms/step >16, 224/693, d1=0.412, d2=0.481 g=2.116 2/2 [==============================] - 0s 12ms/step >16, 225/693, d1=0.447, d2=0.541 g=1.941 2/2 [==============================] - 0s 12ms/step >16, 226/693, d1=0.550, d2=0.444 g=2.084 2/2 [==============================] - 0s 13ms/step >16, 227/693, d1=0.531, d2=0.531 g=1.615 2/2 [==============================] - 0s 12ms/step >16, 228/693, d1=0.484, d2=0.435 g=1.843 2/2 [==============================] - 0s 13ms/step >16, 229/693, d1=0.439, d2=0.481 g=2.131 2/2 [==============================] - 0s 13ms/step >16, 230/693, d1=0.469, d2=0.419 g=2.145 2/2 [==============================] - 0s 11ms/step >16, 231/693, d1=0.501, d2=0.378 g=1.657 2/2 [==============================] - 0s 14ms/step >16, 232/693, d1=0.436, d2=0.408 g=1.932 2/2 [==============================] - 0s 12ms/step >16, 233/693, d1=0.445, d2=0.442 g=1.805 2/2 [==============================] - 0s 13ms/step >16, 234/693, d1=0.506, d2=0.495 g=2.218 2/2 [==============================] - 0s 13ms/step >16, 235/693, d1=0.438, d2=0.437 g=2.310 2/2 [==============================] - 0s 13ms/step >16, 236/693, d1=0.381, d2=0.458 g=2.866 2/2 [==============================] - 0s 12ms/step >16, 237/693, d1=0.548, d2=0.379 g=2.272 2/2 [==============================] - 0s 13ms/step >16, 238/693, d1=0.520, d2=0.448 g=2.571 2/2 [==============================] - 0s 12ms/step >16, 239/693, d1=0.437, d2=0.491 g=2.656 2/2 [==============================] - 0s 14ms/step >16, 240/693, d1=0.442, d2=0.356 g=2.308 2/2 [==============================] - 0s 13ms/step >16, 241/693, d1=0.504, d2=0.442 g=2.540 2/2 [==============================] - 0s 13ms/step >16, 242/693, d1=0.379, d2=0.539 g=1.765 2/2 [==============================] - 0s 13ms/step >16, 243/693, d1=0.420, d2=0.441 g=2.135 2/2 [==============================] - 0s 14ms/step >16, 244/693, d1=0.485, d2=0.407 g=1.870 2/2 [==============================] - 0s 13ms/step >16, 245/693, d1=0.457, d2=0.487 g=2.081 2/2 [==============================] - 0s 12ms/step >16, 246/693, d1=0.515, d2=0.401 g=1.895 2/2 [==============================] - 0s 13ms/step >16, 247/693, d1=0.358, d2=0.364 g=1.912 2/2 [==============================] - 0s 13ms/step >16, 248/693, d1=0.475, d2=0.515 g=1.981 2/2 [==============================] - 0s 12ms/step >16, 249/693, d1=0.461, d2=0.311 g=2.475 2/2 [==============================] - 0s 14ms/step >16, 250/693, d1=0.320, d2=0.387 g=1.956 2/2 [==============================] - 0s 13ms/step >16, 251/693, d1=0.508, d2=0.446 g=2.378 2/2 [==============================] - 0s 13ms/step >16, 252/693, d1=0.417, d2=0.415 g=2.242 2/2 [==============================] - 0s 13ms/step >16, 253/693, d1=0.621, d2=0.510 g=2.586 2/2 [==============================] - 0s 12ms/step >16, 254/693, d1=0.526, d2=0.497 g=1.747 2/2 [==============================] - 0s 12ms/step >16, 255/693, d1=0.444, d2=0.581 g=2.369 2/2 [==============================] - 0s 13ms/step >16, 256/693, d1=0.457, d2=0.413 g=1.829 2/2 [==============================] - 0s 13ms/step >16, 257/693, d1=0.378, d2=0.323 g=2.233 2/2 [==============================] - 0s 13ms/step >16, 258/693, d1=0.535, d2=0.515 g=1.705 2/2 [==============================] - 0s 13ms/step >16, 259/693, d1=0.449, d2=0.428 g=2.634 2/2 [==============================] - 0s 14ms/step >16, 260/693, d1=0.452, d2=0.432 g=2.031 2/2 [==============================] - 0s 13ms/step >16, 261/693, d1=0.417, d2=0.400 g=1.913 2/2 [==============================] - 0s 13ms/step >16, 262/693, d1=0.504, d2=0.491 g=1.857 2/2 [==============================] - 0s 15ms/step >16, 263/693, d1=0.388, d2=0.509 g=1.996 2/2 [==============================] - 0s 13ms/step >16, 264/693, d1=0.449, d2=0.535 g=2.342 2/2 [==============================] - 0s 13ms/step >16, 265/693, d1=0.668, d2=0.382 g=2.518 2/2 [==============================] - 0s 13ms/step >16, 266/693, d1=0.558, d2=0.500 g=2.344 2/2 [==============================] - 0s 13ms/step >16, 267/693, d1=0.489, d2=0.501 g=2.666 2/2 [==============================] - 0s 11ms/step >16, 268/693, d1=0.404, d2=0.501 g=2.992 2/2 [==============================] - 0s 14ms/step >16, 269/693, d1=0.628, d2=0.572 g=2.019 2/2 [==============================] - 0s 13ms/step >16, 270/693, d1=0.504, d2=0.355 g=1.956 2/2 [==============================] - 0s 12ms/step >16, 271/693, d1=0.650, d2=0.479 g=2.295 2/2 [==============================] - 0s 14ms/step >16, 272/693, d1=0.531, d2=0.459 g=2.214 2/2 [==============================] - 0s 13ms/step >16, 273/693, d1=0.405, d2=0.416 g=1.878 2/2 [==============================] - 0s 17ms/step >16, 274/693, d1=0.355, d2=0.397 g=1.658 2/2 [==============================] - 0s 13ms/step >16, 275/693, d1=0.452, d2=0.377 g=2.289 2/2 [==============================] - 0s 13ms/step >16, 276/693, d1=0.460, d2=0.442 g=2.462 2/2 [==============================] - 0s 13ms/step >16, 277/693, d1=0.437, d2=0.542 g=2.261 2/2 [==============================] - 0s 13ms/step >16, 278/693, d1=0.525, d2=0.427 g=2.707 2/2 [==============================] - 0s 12ms/step >16, 279/693, d1=0.583, d2=0.608 g=2.397 2/2 [==============================] - 0s 15ms/step >16, 280/693, d1=0.463, d2=0.476 g=2.783 2/2 [==============================] - 0s 13ms/step >16, 281/693, d1=0.471, d2=0.510 g=2.935 2/2 [==============================] - 0s 13ms/step >16, 282/693, d1=0.635, d2=0.405 g=2.842 2/2 [==============================] - 0s 13ms/step >16, 283/693, d1=0.556, d2=0.421 g=2.489 2/2 [==============================] - 0s 13ms/step >16, 284/693, d1=0.464, d2=0.433 g=2.083 2/2 [==============================] - 0s 13ms/step >16, 285/693, d1=0.575, d2=0.515 g=1.902 2/2 [==============================] - 0s 11ms/step >16, 286/693, d1=0.385, d2=0.371 g=1.925 2/2 [==============================] - 0s 14ms/step >16, 287/693, d1=0.384, d2=0.529 g=1.997 2/2 [==============================] - 0s 12ms/step >16, 288/693, d1=0.509, d2=0.481 g=2.681 2/2 [==============================] - 0s 12ms/step >16, 289/693, d1=0.661, d2=0.372 g=2.025 2/2 [==============================] - 0s 13ms/step >16, 290/693, d1=0.461, d2=0.645 g=2.346 2/2 [==============================] - 0s 12ms/step >16, 291/693, d1=0.494, d2=0.389 g=2.720 2/2 [==============================] - 0s 13ms/step >16, 292/693, d1=0.519, d2=0.477 g=1.784 2/2 [==============================] - 0s 13ms/step >16, 293/693, d1=0.356, d2=0.400 g=2.109 2/2 [==============================] - 0s 12ms/step >16, 294/693, d1=0.447, d2=0.457 g=1.989 2/2 [==============================] - 0s 12ms/step >16, 295/693, d1=0.493, d2=0.403 g=2.396 2/2 [==============================] - 0s 13ms/step >16, 296/693, d1=0.507, d2=0.403 g=2.267 2/2 [==============================] - 0s 13ms/step >16, 297/693, d1=0.567, d2=0.412 g=2.300 2/2 [==============================] - 0s 13ms/step >16, 298/693, d1=0.463, d2=0.456 g=2.245 2/2 [==============================] - 0s 13ms/step >16, 299/693, d1=0.608, d2=0.588 g=1.867 2/2 [==============================] - 0s 13ms/step >16, 300/693, d1=0.504, d2=0.465 g=1.660 2/2 [==============================] - 0s 12ms/step >16, 301/693, d1=0.375, d2=0.473 g=1.974 2/2 [==============================] - 0s 12ms/step >16, 302/693, d1=0.593, d2=0.503 g=1.753 2/2 [==============================] - 0s 12ms/step >16, 303/693, d1=0.479, d2=0.500 g=2.374 2/2 [==============================] - 0s 12ms/step >16, 304/693, d1=0.564, d2=0.492 g=2.431 2/2 [==============================] - 0s 12ms/step >16, 305/693, d1=0.598, d2=0.380 g=1.920 2/2 [==============================] - 0s 14ms/step >16, 306/693, d1=0.434, d2=0.513 g=2.088 2/2 [==============================] - 0s 13ms/step >16, 307/693, d1=0.328, d2=0.483 g=2.362 2/2 [==============================] - 0s 14ms/step >16, 308/693, d1=0.542, d2=0.385 g=2.741 2/2 [==============================] - 0s 13ms/step >16, 309/693, d1=0.523, d2=0.477 g=2.658 2/2 [==============================] - 0s 12ms/step >16, 310/693, d1=0.493, d2=0.409 g=1.934 2/2 [==============================] - 0s 12ms/step >16, 311/693, d1=0.474, d2=0.466 g=1.985 2/2 [==============================] - 0s 13ms/step >16, 312/693, d1=0.495, d2=0.511 g=2.040 2/2 [==============================] - 0s 12ms/step >16, 313/693, d1=0.516, d2=0.411 g=2.461 2/2 [==============================] - 0s 14ms/step >16, 314/693, d1=0.447, d2=0.338 g=2.144 2/2 [==============================] - 0s 14ms/step >16, 315/693, d1=0.510, d2=0.519 g=2.177 2/2 [==============================] - 0s 13ms/step >16, 316/693, d1=0.351, d2=0.513 g=2.122 2/2 [==============================] - 0s 14ms/step >16, 317/693, d1=0.608, d2=0.411 g=2.454 2/2 [==============================] - 0s 13ms/step >16, 318/693, d1=0.470, d2=0.482 g=1.953 2/2 [==============================] - 0s 14ms/step >16, 319/693, d1=0.482, d2=0.413 g=2.706 2/2 [==============================] - 0s 13ms/step >16, 320/693, d1=0.479, d2=0.438 g=2.077 2/2 [==============================] - 0s 13ms/step >16, 321/693, d1=0.488, d2=0.390 g=1.838 2/2 [==============================] - 0s 12ms/step >16, 322/693, d1=0.487, d2=0.511 g=1.953 2/2 [==============================] - 0s 13ms/step >16, 323/693, d1=0.502, d2=0.432 g=1.666 2/2 [==============================] - 0s 13ms/step >16, 324/693, d1=0.462, d2=0.516 g=1.854 2/2 [==============================] - 0s 13ms/step >16, 325/693, d1=0.623, d2=0.454 g=2.350 2/2 [==============================] - 0s 13ms/step >16, 326/693, d1=0.493, d2=0.407 g=1.929 2/2 [==============================] - 0s 13ms/step >16, 327/693, d1=0.443, d2=0.423 g=1.948 2/2 [==============================] - 0s 12ms/step >16, 328/693, d1=0.565, d2=0.482 g=1.590 2/2 [==============================] - 0s 14ms/step >16, 329/693, d1=0.483, d2=0.518 g=1.551 2/2 [==============================] - 0s 14ms/step >16, 330/693, d1=0.492, d2=0.589 g=2.462 2/2 [==============================] - 0s 14ms/step >16, 331/693, d1=0.442, d2=0.389 g=1.834 2/2 [==============================] - 0s 12ms/step >16, 332/693, d1=0.526, d2=0.482 g=2.062 2/2 [==============================] - 0s 13ms/step >16, 333/693, d1=0.419, d2=0.497 g=2.506 2/2 [==============================] - 0s 13ms/step >16, 334/693, d1=0.616, d2=0.483 g=2.048 2/2 [==============================] - 0s 12ms/step >16, 335/693, d1=0.503, d2=0.598 g=1.944 2/2 [==============================] - 0s 12ms/step >16, 336/693, d1=0.634, d2=0.447 g=1.706 2/2 [==============================] - 0s 13ms/step >16, 337/693, d1=0.521, d2=0.562 g=2.188 2/2 [==============================] - 0s 13ms/step >16, 338/693, d1=0.430, d2=0.518 g=2.085 2/2 [==============================] - 0s 13ms/step >16, 339/693, d1=0.596, d2=0.446 g=2.194 2/2 [==============================] - 0s 13ms/step >16, 340/693, d1=0.403, d2=0.386 g=2.005 2/2 [==============================] - 0s 12ms/step >16, 341/693, d1=0.497, d2=0.515 g=2.203 2/2 [==============================] - 0s 13ms/step >16, 342/693, d1=0.432, d2=0.373 g=2.063 2/2 [==============================] - 0s 13ms/step >16, 343/693, d1=0.420, d2=0.321 g=1.832 2/2 [==============================] - 0s 12ms/step >16, 344/693, d1=0.474, d2=0.507 g=1.959 2/2 [==============================] - 0s 13ms/step >16, 345/693, d1=0.549, d2=0.502 g=2.195 2/2 [==============================] - 0s 14ms/step >16, 346/693, d1=0.507, d2=0.436 g=1.769 2/2 [==============================] - 0s 13ms/step >16, 347/693, d1=0.472, d2=0.501 g=2.301 2/2 [==============================] - 0s 13ms/step >16, 348/693, d1=0.544, d2=0.408 g=2.163 2/2 [==============================] - 0s 14ms/step >16, 349/693, d1=0.561, d2=0.453 g=2.299 2/2 [==============================] - 0s 14ms/step >16, 350/693, d1=0.475, d2=0.488 g=2.328 2/2 [==============================] - 0s 13ms/step >16, 351/693, d1=0.532, d2=0.534 g=2.164 2/2 [==============================] - 0s 12ms/step >16, 352/693, d1=0.572, d2=0.388 g=2.285 2/2 [==============================] - 0s 13ms/step >16, 353/693, d1=0.545, d2=0.564 g=1.888 2/2 [==============================] - 0s 13ms/step >16, 354/693, d1=0.336, d2=0.479 g=2.690 2/2 [==============================] - 0s 14ms/step >16, 355/693, d1=0.482, d2=0.400 g=1.863 2/2 [==============================] - 0s 14ms/step >16, 356/693, d1=0.420, d2=0.363 g=2.138 2/2 [==============================] - 0s 13ms/step >16, 357/693, d1=0.549, d2=0.547 g=2.355 2/2 [==============================] - 0s 12ms/step >16, 358/693, d1=0.468, d2=0.425 g=1.733 2/2 [==============================] - 0s 13ms/step >16, 359/693, d1=0.465, d2=0.333 g=1.848 2/2 [==============================] - 0s 13ms/step >16, 360/693, d1=0.310, d2=0.539 g=2.340 2/2 [==============================] - 0s 12ms/step >16, 361/693, d1=0.516, d2=0.361 g=2.476 2/2 [==============================] - 0s 12ms/step >16, 362/693, d1=0.453, d2=0.462 g=1.910 2/2 [==============================] - 0s 12ms/step >16, 363/693, d1=0.429, d2=0.479 g=1.843 2/2 [==============================] - 0s 12ms/step >16, 364/693, d1=0.348, d2=0.536 g=2.153 2/2 [==============================] - 0s 15ms/step >16, 365/693, d1=0.527, d2=0.402 g=1.847 2/2 [==============================] - 0s 14ms/step >16, 366/693, d1=0.424, d2=0.494 g=2.527 2/2 [==============================] - 0s 13ms/step >16, 367/693, d1=0.500, d2=0.593 g=2.347 2/2 [==============================] - 0s 13ms/step >16, 368/693, d1=0.588, d2=0.368 g=2.119 2/2 [==============================] - 0s 14ms/step >16, 369/693, d1=0.349, d2=0.355 g=2.685 2/2 [==============================] - 0s 13ms/step >16, 370/693, d1=0.486, d2=0.492 g=2.055 2/2 [==============================] - 0s 15ms/step >16, 371/693, d1=0.570, d2=0.380 g=2.900 2/2 [==============================] - 0s 13ms/step >16, 372/693, d1=0.565, d2=0.607 g=2.485 2/2 [==============================] - 0s 13ms/step >16, 373/693, d1=0.636, d2=0.401 g=2.032 2/2 [==============================] - 0s 12ms/step >16, 374/693, d1=0.470, d2=0.481 g=2.627 2/2 [==============================] - 0s 12ms/step >16, 375/693, d1=0.661, d2=0.464 g=2.374 2/2 [==============================] - 0s 12ms/step >16, 376/693, d1=0.443, d2=0.573 g=2.596 2/2 [==============================] - 0s 12ms/step >16, 377/693, d1=0.506, d2=0.433 g=2.279 2/2 [==============================] - 0s 12ms/step >16, 378/693, d1=0.509, d2=0.423 g=2.187 2/2 [==============================] - 0s 13ms/step >16, 379/693, d1=0.556, d2=0.416 g=1.629 2/2 [==============================] - 0s 13ms/step >16, 380/693, d1=0.444, d2=0.478 g=2.351 2/2 [==============================] - 0s 12ms/step >16, 381/693, d1=0.572, d2=0.420 g=1.859 2/2 [==============================] - 0s 14ms/step >16, 382/693, d1=0.476, d2=0.495 g=1.868 2/2 [==============================] - 0s 13ms/step >16, 383/693, d1=0.420, d2=0.529 g=1.944 2/2 [==============================] - 0s 12ms/step >16, 384/693, d1=0.477, d2=0.450 g=2.226 2/2 [==============================] - 0s 13ms/step >16, 385/693, d1=0.530, d2=0.416 g=1.978 2/2 [==============================] - 0s 14ms/step >16, 386/693, d1=0.555, d2=0.407 g=1.915 2/2 [==============================] - 0s 13ms/step >16, 387/693, d1=0.463, d2=0.401 g=2.419 2/2 [==============================] - 0s 13ms/step >16, 388/693, d1=0.416, d2=0.508 g=1.971 2/2 [==============================] - 0s 11ms/step >16, 389/693, d1=0.447, d2=0.562 g=2.374 2/2 [==============================] - 0s 14ms/step >16, 390/693, d1=0.671, d2=0.412 g=2.080 2/2 [==============================] - 0s 13ms/step >16, 391/693, d1=0.489, d2=0.497 g=1.822 2/2 [==============================] - 0s 12ms/step >16, 392/693, d1=0.508, d2=0.426 g=1.668 2/2 [==============================] - 0s 13ms/step >16, 393/693, d1=0.436, d2=0.492 g=1.966 2/2 [==============================] - 0s 12ms/step >16, 394/693, d1=0.467, d2=0.370 g=1.970 2/2 [==============================] - 0s 14ms/step >16, 395/693, d1=0.460, d2=0.356 g=1.920 2/2 [==============================] - 0s 14ms/step >16, 396/693, d1=0.357, d2=0.411 g=1.971 2/2 [==============================] - 0s 13ms/step >16, 397/693, d1=0.407, d2=0.503 g=1.928 2/2 [==============================] - 0s 12ms/step >16, 398/693, d1=0.471, d2=0.361 g=2.352 2/2 [==============================] - 0s 13ms/step >16, 399/693, d1=0.532, d2=0.431 g=2.054 2/2 [==============================] - 0s 15ms/step >16, 400/693, d1=0.466, d2=0.480 g=1.627 2/2 [==============================] - 0s 14ms/step >16, 401/693, d1=0.436, d2=0.493 g=2.018 2/2 [==============================] - 0s 14ms/step >16, 402/693, d1=0.489, d2=0.447 g=2.280 2/2 [==============================] - 0s 14ms/step >16, 403/693, d1=0.589, d2=0.497 g=1.909 2/2 [==============================] - 0s 12ms/step >16, 404/693, d1=0.475, d2=0.381 g=2.648 2/2 [==============================] - 0s 13ms/step >16, 405/693, d1=0.383, d2=0.467 g=2.173 2/2 [==============================] - 0s 13ms/step >16, 406/693, d1=0.442, d2=0.483 g=2.062 2/2 [==============================] - 0s 13ms/step >16, 407/693, d1=0.502, d2=0.424 g=2.024 2/2 [==============================] - 0s 12ms/step >16, 408/693, d1=0.508, d2=0.455 g=1.785 2/2 [==============================] - 0s 13ms/step >16, 409/693, d1=0.543, d2=0.462 g=2.550 2/2 [==============================] - 0s 13ms/step >16, 410/693, d1=0.533, d2=0.391 g=2.311 2/2 [==============================] - 0s 13ms/step >16, 411/693, d1=0.510, d2=0.577 g=2.567 2/2 [==============================] - 0s 15ms/step >16, 412/693, d1=0.451, d2=0.455 g=2.980 2/2 [==============================] - 0s 15ms/step >16, 413/693, d1=0.488, d2=0.517 g=2.661 2/2 [==============================] - 0s 12ms/step >16, 414/693, d1=0.566, d2=0.454 g=2.107 2/2 [==============================] - 0s 12ms/step >16, 415/693, d1=0.513, d2=0.513 g=2.079 2/2 [==============================] - 0s 13ms/step >16, 416/693, d1=0.525, d2=0.455 g=2.356 2/2 [==============================] - 0s 14ms/step >16, 417/693, d1=0.475, d2=0.440 g=2.435 2/2 [==============================] - 0s 14ms/step >16, 418/693, d1=0.468, d2=0.458 g=2.544 2/2 [==============================] - 0s 13ms/step >16, 419/693, d1=0.455, d2=0.395 g=1.822 2/2 [==============================] - 0s 12ms/step >16, 420/693, d1=0.522, d2=0.464 g=2.055 2/2 [==============================] - 0s 13ms/step >16, 421/693, d1=0.457, d2=0.535 g=1.686 2/2 [==============================] - 0s 13ms/step >16, 422/693, d1=0.402, d2=0.371 g=2.417 2/2 [==============================] - 0s 13ms/step >16, 423/693, d1=0.392, d2=0.384 g=1.989 2/2 [==============================] - 0s 12ms/step >16, 424/693, d1=0.502, d2=0.398 g=1.848 2/2 [==============================] - 0s 12ms/step >16, 425/693, d1=0.566, d2=0.437 g=2.125 2/2 [==============================] - 0s 13ms/step >16, 426/693, d1=0.426, d2=0.511 g=2.689 2/2 [==============================] - 0s 13ms/step >16, 427/693, d1=0.506, d2=0.392 g=1.983 2/2 [==============================] - 0s 13ms/step >16, 428/693, d1=0.456, d2=0.579 g=2.323 2/2 [==============================] - 0s 13ms/step >16, 429/693, d1=0.579, d2=0.470 g=1.901 2/2 [==============================] - 0s 13ms/step >16, 430/693, d1=0.429, d2=0.428 g=1.961 2/2 [==============================] - 0s 13ms/step >16, 431/693, d1=0.433, d2=0.357 g=2.164 2/2 [==============================] - 0s 13ms/step >16, 432/693, d1=0.470, d2=0.414 g=2.395 2/2 [==============================] - 0s 13ms/step >16, 433/693, d1=0.409, d2=0.495 g=1.796 2/2 [==============================] - 0s 13ms/step >16, 434/693, d1=0.377, d2=0.422 g=2.033 2/2 [==============================] - 0s 14ms/step >16, 435/693, d1=0.511, d2=0.504 g=2.260 2/2 [==============================] - 0s 14ms/step >16, 436/693, d1=0.448, d2=0.416 g=2.713 2/2 [==============================] - 0s 12ms/step >16, 437/693, d1=0.437, d2=0.323 g=2.578 2/2 [==============================] - 0s 13ms/step >16, 438/693, d1=0.544, d2=0.436 g=2.224 2/2 [==============================] - 0s 13ms/step >16, 439/693, d1=0.435, d2=0.506 g=2.673 2/2 [==============================] - 0s 14ms/step >16, 440/693, d1=0.481, d2=0.495 g=2.019 2/2 [==============================] - 0s 14ms/step >16, 441/693, d1=0.462, d2=0.467 g=1.955 2/2 [==============================] - 0s 12ms/step >16, 442/693, d1=0.464, d2=0.451 g=2.024 2/2 [==============================] - 0s 12ms/step >16, 443/693, d1=0.525, d2=0.449 g=2.114 2/2 [==============================] - 0s 12ms/step >16, 444/693, d1=0.521, d2=0.419 g=2.170 2/2 [==============================] - 0s 12ms/step >16, 445/693, d1=0.302, d2=0.471 g=2.520 2/2 [==============================] - 0s 14ms/step >16, 446/693, d1=0.607, d2=0.513 g=2.192 2/2 [==============================] - 0s 13ms/step >16, 447/693, d1=0.390, d2=0.451 g=2.503 2/2 [==============================] - 0s 13ms/step >16, 448/693, d1=0.589, d2=0.406 g=2.545 2/2 [==============================] - 0s 13ms/step >16, 449/693, d1=0.340, d2=0.417 g=1.948 2/2 [==============================] - 0s 12ms/step >16, 450/693, d1=0.581, d2=0.524 g=2.306 2/2 [==============================] - 0s 12ms/step >16, 451/693, d1=0.480, d2=0.417 g=2.482 2/2 [==============================] - 0s 12ms/step >16, 452/693, d1=0.493, d2=0.449 g=2.785 2/2 [==============================] - 0s 12ms/step >16, 453/693, d1=0.443, d2=0.392 g=1.935 2/2 [==============================] - 0s 12ms/step >16, 454/693, d1=0.560, d2=0.488 g=2.240 2/2 [==============================] - 0s 12ms/step >16, 455/693, d1=0.599, d2=0.448 g=1.809 2/2 [==============================] - 0s 12ms/step >16, 456/693, d1=0.430, d2=0.528 g=1.875 2/2 [==============================] - 0s 14ms/step >16, 457/693, d1=0.438, d2=0.654 g=2.633 2/2 [==============================] - 0s 14ms/step >16, 458/693, d1=0.630, d2=0.337 g=2.139 2/2 [==============================] - 0s 12ms/step >16, 459/693, d1=0.464, d2=0.508 g=1.983 2/2 [==============================] - 0s 12ms/step >16, 460/693, d1=0.454, d2=0.514 g=1.720 2/2 [==============================] - 0s 11ms/step >16, 461/693, d1=0.515, d2=0.513 g=1.724 2/2 [==============================] - 0s 13ms/step >16, 462/693, d1=0.532, d2=0.392 g=2.247 2/2 [==============================] - 0s 11ms/step >16, 463/693, d1=0.490, d2=0.360 g=2.256 2/2 [==============================] - 0s 14ms/step >16, 464/693, d1=0.489, d2=0.410 g=2.403 2/2 [==============================] - 0s 13ms/step >16, 465/693, d1=0.488, d2=0.512 g=2.369 2/2 [==============================] - 0s 13ms/step >16, 466/693, d1=0.317, d2=0.351 g=3.509 2/2 [==============================] - 0s 13ms/step >16, 467/693, d1=0.502, d2=0.293 g=3.577 2/2 [==============================] - 0s 12ms/step >16, 468/693, d1=0.531, d2=0.310 g=4.144 2/2 [==============================] - 0s 13ms/step >16, 469/693, d1=0.359, d2=0.380 g=3.300 2/2 [==============================] - 0s 12ms/step >16, 470/693, d1=0.427, d2=0.476 g=2.580 2/2 [==============================] - 0s 12ms/step >16, 471/693, d1=0.305, d2=0.523 g=2.147 2/2 [==============================] - 0s 12ms/step >16, 472/693, d1=0.497, d2=0.405 g=2.200 2/2 [==============================] - 0s 12ms/step >16, 473/693, d1=0.373, d2=0.429 g=2.993 2/2 [==============================] - 0s 14ms/step >16, 474/693, d1=0.568, d2=0.478 g=2.151 2/2 [==============================] - 0s 13ms/step >16, 475/693, d1=0.559, d2=0.542 g=2.845 2/2 [==============================] - 0s 13ms/step >16, 476/693, d1=0.450, d2=0.518 g=2.227 2/2 [==============================] - 0s 13ms/step >16, 477/693, d1=0.493, d2=0.415 g=2.618 2/2 [==============================] - 0s 11ms/step >16, 478/693, d1=0.445, d2=0.402 g=3.759 2/2 [==============================] - 0s 12ms/step >16, 479/693, d1=0.566, d2=0.586 g=2.583 2/2 [==============================] - 0s 13ms/step >16, 480/693, d1=0.439, d2=0.453 g=2.639 2/2 [==============================] - 0s 13ms/step >16, 481/693, d1=0.460, d2=0.402 g=2.047 2/2 [==============================] - 0s 13ms/step >16, 482/693, d1=0.554, d2=0.533 g=2.581 2/2 [==============================] - 0s 13ms/step >16, 483/693, d1=0.400, d2=0.561 g=2.090 2/2 [==============================] - 0s 13ms/step >16, 484/693, d1=0.576, d2=0.433 g=1.729 2/2 [==============================] - 0s 14ms/step >16, 485/693, d1=0.440, d2=0.382 g=2.195 2/2 [==============================] - 0s 12ms/step >16, 486/693, d1=0.576, d2=0.542 g=2.115 2/2 [==============================] - 0s 13ms/step >16, 487/693, d1=0.504, d2=0.485 g=2.087 2/2 [==============================] - 0s 12ms/step >16, 488/693, d1=0.480, d2=0.403 g=2.062 2/2 [==============================] - 0s 11ms/step >16, 489/693, d1=0.385, d2=0.523 g=3.280 2/2 [==============================] - 0s 12ms/step >16, 490/693, d1=0.514, d2=0.419 g=2.735 2/2 [==============================] - 0s 12ms/step >16, 491/693, d1=0.562, d2=0.552 g=2.212 2/2 [==============================] - 0s 11ms/step >16, 492/693, d1=0.533, d2=0.577 g=2.352 2/2 [==============================] - 0s 12ms/step >16, 493/693, d1=0.508, d2=0.373 g=2.168 2/2 [==============================] - 0s 14ms/step >16, 494/693, d1=0.448, d2=0.548 g=3.075 2/2 [==============================] - 0s 14ms/step >16, 495/693, d1=0.678, d2=0.387 g=2.353 2/2 [==============================] - 0s 13ms/step >16, 496/693, d1=0.576, d2=0.559 g=2.386 2/2 [==============================] - 0s 13ms/step >16, 497/693, d1=0.503, d2=0.422 g=2.264 2/2 [==============================] - 0s 13ms/step >16, 498/693, d1=0.363, d2=0.447 g=2.002 2/2 [==============================] - 0s 12ms/step >16, 499/693, d1=0.572, d2=0.505 g=2.089 2/2 [==============================] - 0s 11ms/step >16, 500/693, d1=0.439, d2=0.467 g=2.295 2/2 [==============================] - 0s 13ms/step >16, 501/693, d1=0.524, d2=0.506 g=2.038 2/2 [==============================] - 0s 13ms/step >16, 502/693, d1=0.664, d2=0.549 g=2.138 2/2 [==============================] - 0s 14ms/step >16, 503/693, d1=0.420, d2=0.460 g=1.924 2/2 [==============================] - 0s 13ms/step >16, 504/693, d1=0.544, d2=0.511 g=2.027 2/2 [==============================] - 0s 13ms/step >16, 505/693, d1=0.475, d2=0.482 g=1.973 2/2 [==============================] - 0s 14ms/step >16, 506/693, d1=0.501, d2=0.434 g=1.943 2/2 [==============================] - 0s 13ms/step >16, 507/693, d1=0.488, d2=0.453 g=2.433 2/2 [==============================] - 0s 12ms/step >16, 508/693, d1=0.565, d2=0.471 g=2.235 2/2 [==============================] - 0s 13ms/step >16, 509/693, d1=0.555, d2=0.589 g=1.957 2/2 [==============================] - 0s 13ms/step >16, 510/693, d1=0.472, d2=0.536 g=2.189 2/2 [==============================] - 0s 12ms/step >16, 511/693, d1=0.510, d2=0.429 g=2.411 2/2 [==============================] - 0s 12ms/step >16, 512/693, d1=0.542, d2=0.523 g=1.866 2/2 [==============================] - 0s 12ms/step >16, 513/693, d1=0.525, d2=0.406 g=2.694 2/2 [==============================] - 0s 13ms/step >16, 514/693, d1=0.510, d2=0.444 g=2.118 2/2 [==============================] - 0s 12ms/step >16, 515/693, d1=0.463, d2=0.497 g=2.227 2/2 [==============================] - 0s 14ms/step >16, 516/693, d1=0.375, d2=0.510 g=2.398 2/2 [==============================] - 0s 13ms/step >16, 517/693, d1=0.466, d2=0.463 g=2.157 2/2 [==============================] - 0s 13ms/step >16, 518/693, d1=0.507, d2=0.366 g=3.006 2/2 [==============================] - 0s 12ms/step >16, 519/693, d1=0.504, d2=0.472 g=2.229 2/2 [==============================] - 0s 13ms/step >16, 520/693, d1=0.451, d2=0.448 g=2.688 2/2 [==============================] - 0s 12ms/step >16, 521/693, d1=0.509, d2=0.493 g=2.108 2/2 [==============================] - 0s 13ms/step >16, 522/693, d1=0.547, d2=0.395 g=2.665 2/2 [==============================] - 0s 12ms/step >16, 523/693, d1=0.489, d2=0.450 g=2.348 2/2 [==============================] - 0s 13ms/step >16, 524/693, d1=0.453, d2=0.393 g=2.041 2/2 [==============================] - 0s 14ms/step >16, 525/693, d1=0.550, d2=0.522 g=2.483 2/2 [==============================] - 0s 13ms/step >16, 526/693, d1=0.429, d2=0.554 g=2.009 2/2 [==============================] - 0s 13ms/step >16, 527/693, d1=0.497, d2=0.357 g=2.536 2/2 [==============================] - 0s 12ms/step >16, 528/693, d1=0.531, d2=0.449 g=2.620 2/2 [==============================] - 0s 13ms/step >16, 529/693, d1=0.547, d2=0.417 g=2.304 2/2 [==============================] - 0s 13ms/step >16, 530/693, d1=0.465, d2=0.492 g=1.838 2/2 [==============================] - 0s 13ms/step >16, 531/693, d1=0.348, d2=0.428 g=1.982 2/2 [==============================] - 0s 13ms/step >16, 532/693, d1=0.393, d2=0.332 g=2.013 2/2 [==============================] - 0s 14ms/step >16, 533/693, d1=0.679, d2=0.569 g=2.514 2/2 [==============================] - 0s 12ms/step >16, 534/693, d1=0.367, d2=0.411 g=1.980 2/2 [==============================] - 0s 12ms/step >16, 535/693, d1=0.540, d2=0.434 g=3.239 2/2 [==============================] - 0s 14ms/step >16, 536/693, d1=0.436, d2=0.494 g=2.411 2/2 [==============================] - 0s 13ms/step >16, 537/693, d1=0.424, d2=0.401 g=1.711 2/2 [==============================] - 0s 14ms/step >16, 538/693, d1=0.577, d2=0.411 g=2.404 2/2 [==============================] - 0s 14ms/step >16, 539/693, d1=0.610, d2=0.536 g=2.220 2/2 [==============================] - 0s 13ms/step >16, 540/693, d1=0.418, d2=0.451 g=2.173 2/2 [==============================] - 0s 13ms/step >16, 541/693, d1=0.394, d2=0.448 g=1.786 2/2 [==============================] - 0s 14ms/step >16, 542/693, d1=0.586, d2=0.423 g=2.485 2/2 [==============================] - 0s 13ms/step >16, 543/693, d1=0.519, d2=0.470 g=1.889 2/2 [==============================] - 0s 12ms/step >16, 544/693, d1=0.495, d2=0.405 g=1.950 2/2 [==============================] - 0s 13ms/step >16, 545/693, d1=0.531, d2=0.511 g=1.907 2/2 [==============================] - 0s 13ms/step >16, 546/693, d1=0.390, d2=0.464 g=2.473 2/2 [==============================] - 0s 11ms/step >16, 547/693, d1=0.515, d2=0.423 g=2.845 2/2 [==============================] - 0s 12ms/step >16, 548/693, d1=0.572, d2=0.478 g=2.030 2/2 [==============================] - 0s 11ms/step >16, 549/693, d1=0.473, d2=0.287 g=2.335 2/2 [==============================] - 0s 12ms/step >16, 550/693, d1=0.441, d2=0.512 g=1.787 2/2 [==============================] - 0s 13ms/step >16, 551/693, d1=0.509, d2=0.522 g=2.052 2/2 [==============================] - 0s 11ms/step >16, 552/693, d1=0.426, d2=0.462 g=2.364 2/2 [==============================] - 0s 13ms/step >16, 553/693, d1=0.540, d2=0.324 g=2.313 2/2 [==============================] - 0s 13ms/step >16, 554/693, d1=0.505, d2=0.516 g=2.678 2/2 [==============================] - 0s 12ms/step >16, 555/693, d1=0.420, d2=0.509 g=2.237 2/2 [==============================] - 0s 12ms/step >16, 556/693, d1=0.474, d2=0.463 g=2.731 2/2 [==============================] - 0s 13ms/step >16, 557/693, d1=0.469, d2=0.396 g=2.686 2/2 [==============================] - 0s 12ms/step >16, 558/693, d1=0.570, d2=0.411 g=1.768 2/2 [==============================] - 0s 12ms/step >16, 559/693, d1=0.470, d2=0.384 g=2.088 2/2 [==============================] - 0s 12ms/step >16, 560/693, d1=0.586, d2=0.540 g=2.076 2/2 [==============================] - 0s 12ms/step >16, 561/693, d1=0.473, d2=0.490 g=1.963 2/2 [==============================] - 0s 14ms/step >16, 562/693, d1=0.482, d2=0.454 g=2.124 2/2 [==============================] - 0s 13ms/step >16, 563/693, d1=0.596, d2=0.458 g=2.275 2/2 [==============================] - 0s 14ms/step >16, 564/693, d1=0.573, d2=0.408 g=2.071 2/2 [==============================] - 0s 14ms/step >16, 565/693, d1=0.427, d2=0.542 g=2.114 2/2 [==============================] - 0s 14ms/step >16, 566/693, d1=0.478, d2=0.371 g=1.939 2/2 [==============================] - 0s 12ms/step >16, 567/693, d1=0.590, d2=0.464 g=1.803 2/2 [==============================] - 0s 13ms/step >16, 568/693, d1=0.473, d2=0.491 g=2.223 2/2 [==============================] - 0s 13ms/step >16, 569/693, d1=0.614, d2=0.555 g=2.117 2/2 [==============================] - 0s 14ms/step >16, 570/693, d1=0.258, d2=0.436 g=2.117 2/2 [==============================] - 0s 14ms/step >16, 571/693, d1=0.621, d2=0.378 g=2.214 2/2 [==============================] - 0s 13ms/step >16, 572/693, d1=0.653, d2=0.448 g=2.130 2/2 [==============================] - 0s 13ms/step >16, 573/693, d1=0.393, d2=0.497 g=1.764 2/2 [==============================] - 0s 13ms/step >16, 574/693, d1=0.476, d2=0.411 g=2.099 2/2 [==============================] - 0s 14ms/step >16, 575/693, d1=0.486, d2=0.499 g=1.950 2/2 [==============================] - 0s 14ms/step >16, 576/693, d1=0.566, d2=0.462 g=2.079 2/2 [==============================] - 0s 13ms/step >16, 577/693, d1=0.442, d2=0.466 g=1.886 2/2 [==============================] - 0s 12ms/step >16, 578/693, d1=0.425, d2=0.490 g=2.237 2/2 [==============================] - 0s 13ms/step >16, 579/693, d1=0.709, d2=0.466 g=1.776 2/2 [==============================] - 0s 12ms/step >16, 580/693, d1=0.305, d2=0.497 g=2.682 2/2 [==============================] - 0s 14ms/step >16, 581/693, d1=0.615, d2=0.421 g=1.864 2/2 [==============================] - 0s 13ms/step >16, 582/693, d1=0.667, d2=0.410 g=1.910 2/2 [==============================] - 0s 12ms/step >16, 583/693, d1=0.426, d2=0.663 g=2.328 2/2 [==============================] - 0s 13ms/step >16, 584/693, d1=0.504, d2=0.351 g=2.344 2/2 [==============================] - 0s 14ms/step >16, 585/693, d1=0.609, d2=0.455 g=1.928 2/2 [==============================] - 0s 13ms/step >16, 586/693, d1=0.612, d2=0.548 g=1.733 2/2 [==============================] - 0s 13ms/step >16, 587/693, d1=0.429, d2=0.495 g=1.966 2/2 [==============================] - 0s 13ms/step >16, 588/693, d1=0.550, d2=0.520 g=1.713 2/2 [==============================] - 0s 13ms/step >16, 589/693, d1=0.442, d2=0.368 g=2.587 2/2 [==============================] - 0s 13ms/step >16, 590/693, d1=0.490, d2=0.490 g=1.855 2/2 [==============================] - 0s 13ms/step >16, 591/693, d1=0.418, d2=0.492 g=2.253 2/2 [==============================] - 0s 12ms/step >16, 592/693, d1=0.513, d2=0.482 g=2.531 2/2 [==============================] - 0s 14ms/step >16, 593/693, d1=0.601, d2=0.451 g=1.821 2/2 [==============================] - 0s 13ms/step >16, 594/693, d1=0.485, d2=0.668 g=1.972 2/2 [==============================] - 0s 12ms/step >16, 595/693, d1=0.449, d2=0.332 g=2.114 2/2 [==============================] - 0s 14ms/step >16, 596/693, d1=0.591, d2=0.453 g=2.216 2/2 [==============================] - 0s 13ms/step >16, 597/693, d1=0.372, d2=0.431 g=2.077 2/2 [==============================] - 0s 12ms/step >16, 598/693, d1=0.498, d2=0.539 g=2.045 2/2 [==============================] - 0s 13ms/step >16, 599/693, d1=0.582, d2=0.468 g=2.590 2/2 [==============================] - 0s 13ms/step >16, 600/693, d1=0.570, d2=0.617 g=2.080 2/2 [==============================] - 0s 12ms/step >16, 601/693, d1=0.471, d2=0.448 g=1.731 2/2 [==============================] - 0s 13ms/step >16, 602/693, d1=0.529, d2=0.339 g=2.142 2/2 [==============================] - 0s 14ms/step >16, 603/693, d1=0.432, d2=0.555 g=2.183 2/2 [==============================] - 0s 11ms/step >16, 604/693, d1=0.383, d2=0.422 g=1.715 2/2 [==============================] - 0s 13ms/step >16, 605/693, d1=0.685, d2=0.422 g=2.244 2/2 [==============================] - 0s 13ms/step >16, 606/693, d1=0.429, d2=0.531 g=2.238 2/2 [==============================] - 0s 13ms/step >16, 607/693, d1=0.644, d2=0.364 g=1.927 2/2 [==============================] - 0s 13ms/step >16, 608/693, d1=0.599, d2=0.432 g=1.850 2/2 [==============================] - 0s 13ms/step >16, 609/693, d1=0.580, d2=0.573 g=1.992 2/2 [==============================] - 0s 13ms/step >16, 610/693, d1=0.425, d2=0.479 g=2.248 2/2 [==============================] - 0s 14ms/step >16, 611/693, d1=0.413, d2=0.483 g=2.391 2/2 [==============================] - 0s 12ms/step >16, 612/693, d1=0.509, d2=0.328 g=1.994 2/2 [==============================] - 0s 13ms/step >16, 613/693, d1=0.508, d2=0.394 g=1.769 2/2 [==============================] - 0s 13ms/step >16, 614/693, d1=0.491, d2=0.632 g=2.781 2/2 [==============================] - 0s 14ms/step >16, 615/693, d1=0.549, d2=0.518 g=2.541 2/2 [==============================] - 0s 12ms/step >16, 616/693, d1=0.514, d2=0.384 g=2.221 2/2 [==============================] - 0s 12ms/step >16, 617/693, d1=0.482, d2=0.459 g=1.859 2/2 [==============================] - 0s 12ms/step >16, 618/693, d1=0.517, d2=0.475 g=1.488 2/2 [==============================] - 0s 13ms/step >16, 619/693, d1=0.437, d2=0.513 g=1.706 2/2 [==============================] - 0s 14ms/step >16, 620/693, d1=0.473, d2=0.382 g=2.187 2/2 [==============================] - 0s 12ms/step >16, 621/693, d1=0.497, d2=0.523 g=1.721 2/2 [==============================] - 0s 12ms/step >16, 622/693, d1=0.374, d2=0.384 g=2.110 2/2 [==============================] - 0s 14ms/step >16, 623/693, d1=0.490, d2=0.554 g=1.818 2/2 [==============================] - 0s 13ms/step >16, 624/693, d1=0.549, d2=0.420 g=2.114 2/2 [==============================] - 0s 13ms/step >16, 625/693, d1=0.594, d2=0.412 g=2.162 2/2 [==============================] - 0s 12ms/step >16, 626/693, d1=0.361, d2=0.538 g=1.593 2/2 [==============================] - 0s 13ms/step >16, 627/693, d1=0.581, d2=0.464 g=1.750 2/2 [==============================] - 0s 13ms/step >16, 628/693, d1=0.444, d2=0.444 g=2.135 2/2 [==============================] - 0s 13ms/step >16, 629/693, d1=0.494, d2=0.422 g=2.346 2/2 [==============================] - 0s 12ms/step >16, 630/693, d1=0.492, d2=0.505 g=2.098 2/2 [==============================] - 0s 13ms/step >16, 631/693, d1=0.473, d2=0.386 g=2.225 2/2 [==============================] - 0s 15ms/step >16, 632/693, d1=0.405, d2=0.436 g=1.884 2/2 [==============================] - 0s 14ms/step >16, 633/693, d1=0.410, d2=0.435 g=1.741 2/2 [==============================] - 0s 14ms/step >16, 634/693, d1=0.490, d2=0.417 g=1.946 2/2 [==============================] - 0s 13ms/step >16, 635/693, d1=0.507, d2=0.469 g=2.105 2/2 [==============================] - 0s 15ms/step >16, 636/693, d1=0.486, d2=0.405 g=2.344 2/2 [==============================] - 0s 12ms/step >16, 637/693, d1=0.408, d2=0.481 g=2.463 2/2 [==============================] - 0s 12ms/step >16, 638/693, d1=0.536, d2=0.451 g=2.484 2/2 [==============================] - 0s 13ms/step >16, 639/693, d1=0.397, d2=0.433 g=2.050 2/2 [==============================] - 0s 12ms/step >16, 640/693, d1=0.611, d2=0.373 g=1.896 2/2 [==============================] - 0s 12ms/step >16, 641/693, d1=0.474, d2=0.429 g=2.132 2/2 [==============================] - 0s 12ms/step >16, 642/693, d1=0.441, d2=0.635 g=1.699 2/2 [==============================] - 0s 13ms/step >16, 643/693, d1=0.447, d2=0.435 g=2.460 2/2 [==============================] - 0s 13ms/step >16, 644/693, d1=0.601, d2=0.421 g=1.967 2/2 [==============================] - 0s 13ms/step >16, 645/693, d1=0.448, d2=0.410 g=1.913 2/2 [==============================] - 0s 13ms/step >16, 646/693, d1=0.346, d2=0.464 g=2.212 2/2 [==============================] - 0s 12ms/step >16, 647/693, d1=0.490, d2=0.383 g=2.386 2/2 [==============================] - 0s 13ms/step >16, 648/693, d1=0.544, d2=0.567 g=2.390 2/2 [==============================] - 0s 13ms/step >16, 649/693, d1=0.323, d2=0.450 g=2.133 2/2 [==============================] - 0s 12ms/step >16, 650/693, d1=0.566, d2=0.348 g=1.917 2/2 [==============================] - 0s 12ms/step >16, 651/693, d1=0.477, d2=0.444 g=1.692 2/2 [==============================] - 0s 14ms/step >16, 652/693, d1=0.342, d2=0.625 g=2.640 2/2 [==============================] - 0s 14ms/step >16, 653/693, d1=0.502, d2=0.393 g=2.259 2/2 [==============================] - 0s 14ms/step >16, 654/693, d1=0.559, d2=0.440 g=1.729 2/2 [==============================] - 0s 13ms/step >16, 655/693, d1=0.645, d2=0.409 g=1.525 2/2 [==============================] - 0s 13ms/step >16, 656/693, d1=0.388, d2=0.543 g=1.863 2/2 [==============================] - 0s 13ms/step >16, 657/693, d1=0.525, d2=0.375 g=2.212 2/2 [==============================] - 0s 11ms/step >16, 658/693, d1=0.516, d2=0.646 g=2.363 2/2 [==============================] - 0s 11ms/step >16, 659/693, d1=0.442, d2=0.315 g=2.215 2/2 [==============================] - 0s 13ms/step >16, 660/693, d1=0.542, d2=0.395 g=2.411 2/2 [==============================] - 0s 12ms/step >16, 661/693, d1=0.453, d2=0.477 g=2.821 2/2 [==============================] - 0s 12ms/step >16, 662/693, d1=0.526, d2=0.496 g=1.953 2/2 [==============================] - 0s 13ms/step >16, 663/693, d1=0.644, d2=0.564 g=2.501 2/2 [==============================] - 0s 11ms/step >16, 664/693, d1=0.378, d2=0.532 g=2.095 2/2 [==============================] - 0s 13ms/step >16, 665/693, d1=0.516, d2=0.566 g=2.448 2/2 [==============================] - 0s 14ms/step >16, 666/693, d1=0.641, d2=0.435 g=2.193 2/2 [==============================] - 0s 11ms/step >16, 667/693, d1=0.396, d2=0.349 g=2.131 2/2 [==============================] - 0s 12ms/step >16, 668/693, d1=0.453, d2=0.393 g=2.044 2/2 [==============================] - 0s 13ms/step >16, 669/693, d1=0.578, d2=0.502 g=1.930 2/2 [==============================] - 0s 14ms/step >16, 670/693, d1=0.498, d2=0.501 g=2.407 2/2 [==============================] - 0s 15ms/step >16, 671/693, d1=0.511, d2=0.514 g=2.553 2/2 [==============================] - 0s 15ms/step >16, 672/693, d1=0.506, d2=0.457 g=1.956 2/2 [==============================] - 0s 12ms/step >16, 673/693, d1=0.409, d2=0.594 g=2.371 2/2 [==============================] - 0s 13ms/step >16, 674/693, d1=0.660, d2=0.437 g=2.568 2/2 [==============================] - 0s 13ms/step >16, 675/693, d1=0.488, d2=0.564 g=2.246 2/2 [==============================] - 0s 13ms/step >16, 676/693, d1=0.593, d2=0.392 g=2.162 2/2 [==============================] - 0s 12ms/step >16, 677/693, d1=0.532, d2=0.487 g=2.415 2/2 [==============================] - 0s 14ms/step >16, 678/693, d1=0.399, d2=0.485 g=1.996 2/2 [==============================] - 0s 14ms/step >16, 679/693, d1=0.509, d2=0.385 g=2.245 2/2 [==============================] - 0s 13ms/step >16, 680/693, d1=0.443, d2=0.395 g=2.314 2/2 [==============================] - 0s 14ms/step >16, 681/693, d1=0.466, d2=0.619 g=1.907 2/2 [==============================] - 0s 13ms/step >16, 682/693, d1=0.426, d2=0.459 g=2.240 2/2 [==============================] - 0s 14ms/step >16, 683/693, d1=0.558, d2=0.482 g=1.852 2/2 [==============================] - 0s 14ms/step >16, 684/693, d1=0.387, d2=0.528 g=2.037 2/2 [==============================] - 0s 13ms/step >16, 685/693, d1=0.465, d2=0.469 g=2.318 2/2 [==============================] - 0s 12ms/step >16, 686/693, d1=0.631, d2=0.369 g=2.111 2/2 [==============================] - 0s 13ms/step >16, 687/693, d1=0.449, d2=0.423 g=1.988 2/2 [==============================] - 0s 13ms/step >16, 688/693, d1=0.380, d2=0.610 g=2.103 2/2 [==============================] - 0s 12ms/step >16, 689/693, d1=0.447, d2=0.313 g=2.337 2/2 [==============================] - 0s 13ms/step >16, 690/693, d1=0.470, d2=0.434 g=2.050 2/2 [==============================] - 0s 13ms/step >16, 691/693, d1=0.560, d2=0.494 g=2.314 2/2 [==============================] - 0s 13ms/step >16, 692/693, d1=0.428, d2=0.526 g=1.954 2/2 [==============================] - 0s 13ms/step >16, 693/693, d1=0.549, d2=0.494 g=1.630 2/2 [==============================] - 0s 12ms/step >17, 1/693, d1=0.398, d2=0.472 g=2.150 2/2 [==============================] - 0s 13ms/step >17, 2/693, d1=0.542, d2=0.462 g=2.329 2/2 [==============================] - 0s 14ms/step >17, 3/693, d1=0.528, d2=0.466 g=2.219 2/2 [==============================] - 0s 13ms/step >17, 4/693, d1=0.549, d2=0.414 g=2.500 2/2 [==============================] - 0s 13ms/step >17, 5/693, d1=0.412, d2=0.475 g=2.135 2/2 [==============================] - 0s 14ms/step >17, 6/693, d1=0.477, d2=0.427 g=1.939 2/2 [==============================] - 0s 14ms/step >17, 7/693, d1=0.496, d2=0.466 g=2.379 2/2 [==============================] - 0s 12ms/step >17, 8/693, d1=0.627, d2=0.456 g=1.679 2/2 [==============================] - 0s 12ms/step >17, 9/693, d1=0.417, d2=0.459 g=2.071 2/2 [==============================] - 0s 13ms/step >17, 10/693, d1=0.503, d2=0.463 g=2.382 2/2 [==============================] - 0s 14ms/step >17, 11/693, d1=0.582, d2=0.395 g=2.141 2/2 [==============================] - 0s 11ms/step >17, 12/693, d1=0.405, d2=0.489 g=1.808 2/2 [==============================] - 0s 13ms/step >17, 13/693, d1=0.465, d2=0.458 g=1.761 2/2 [==============================] - 0s 12ms/step >17, 14/693, d1=0.478, d2=0.422 g=1.847 2/2 [==============================] - 0s 13ms/step >17, 15/693, d1=0.460, d2=0.454 g=2.186 2/2 [==============================] - 0s 12ms/step >17, 16/693, d1=0.442, d2=0.389 g=1.856 2/2 [==============================] - 0s 14ms/step >17, 17/693, d1=0.412, d2=0.451 g=1.961 2/2 [==============================] - 0s 13ms/step >17, 18/693, d1=0.523, d2=0.518 g=2.126 2/2 [==============================] - 0s 12ms/step >17, 19/693, d1=0.573, d2=0.444 g=1.841 2/2 [==============================] - 0s 13ms/step >17, 20/693, d1=0.415, d2=0.476 g=2.097 2/2 [==============================] - 0s 13ms/step >17, 21/693, d1=0.468, d2=0.466 g=2.278 2/2 [==============================] - 0s 13ms/step >17, 22/693, d1=0.584, d2=0.480 g=2.428 2/2 [==============================] - 0s 14ms/step >17, 23/693, d1=0.484, d2=0.458 g=1.925 2/2 [==============================] - 0s 12ms/step >17, 24/693, d1=0.425, d2=0.511 g=2.351 2/2 [==============================] - 0s 12ms/step >17, 25/693, d1=0.573, d2=0.523 g=2.366 2/2 [==============================] - 0s 12ms/step >17, 26/693, d1=0.505, d2=0.478 g=2.827 2/2 [==============================] - 0s 13ms/step >17, 27/693, d1=0.469, d2=0.389 g=2.209 2/2 [==============================] - 0s 13ms/step >17, 28/693, d1=0.585, d2=0.523 g=2.136 2/2 [==============================] - 0s 14ms/step >17, 29/693, d1=0.575, d2=0.462 g=1.793 2/2 [==============================] - 0s 12ms/step >17, 30/693, d1=0.421, d2=0.447 g=2.486 2/2 [==============================] - 0s 14ms/step >17, 31/693, d1=0.433, d2=0.495 g=2.370 2/2 [==============================] - 0s 11ms/step >17, 32/693, d1=0.561, d2=0.358 g=2.100 2/2 [==============================] - 0s 12ms/step >17, 33/693, d1=0.477, d2=0.496 g=1.464 2/2 [==============================] - 0s 12ms/step >17, 34/693, d1=0.479, d2=0.500 g=2.688 2/2 [==============================] - 0s 12ms/step >17, 35/693, d1=0.414, d2=0.453 g=2.165 2/2 [==============================] - 0s 12ms/step >17, 36/693, d1=0.607, d2=0.548 g=2.591 2/2 [==============================] - 0s 15ms/step >17, 37/693, d1=0.555, d2=0.592 g=2.147 2/2 [==============================] - 0s 13ms/step >17, 38/693, d1=0.582, d2=0.385 g=2.256 2/2 [==============================] - 0s 13ms/step >17, 39/693, d1=0.410, d2=0.495 g=1.591 2/2 [==============================] - 0s 12ms/step >17, 40/693, d1=0.449, d2=0.363 g=2.655 2/2 [==============================] - 0s 12ms/step >17, 41/693, d1=0.481, d2=0.419 g=2.154 2/2 [==============================] - 0s 13ms/step >17, 42/693, d1=0.480, d2=0.507 g=2.461 2/2 [==============================] - 0s 14ms/step >17, 43/693, d1=0.531, d2=0.328 g=2.169 2/2 [==============================] - 0s 14ms/step >17, 44/693, d1=0.426, d2=0.543 g=2.000 2/2 [==============================] - 0s 12ms/step >17, 45/693, d1=0.508, d2=0.465 g=2.560 2/2 [==============================] - 0s 13ms/step >17, 46/693, d1=0.473, d2=0.526 g=1.884 2/2 [==============================] - 0s 11ms/step >17, 47/693, d1=0.478, d2=0.363 g=2.290 2/2 [==============================] - 0s 13ms/step >17, 48/693, d1=0.494, d2=0.532 g=2.178 2/2 [==============================] - 0s 13ms/step >17, 49/693, d1=0.604, d2=0.512 g=2.555 2/2 [==============================] - 0s 12ms/step >17, 50/693, d1=0.426, d2=0.552 g=2.179 2/2 [==============================] - 0s 11ms/step >17, 51/693, d1=0.504, d2=0.519 g=2.324 2/2 [==============================] - 0s 13ms/step >17, 52/693, d1=0.487, d2=0.354 g=2.332 2/2 [==============================] - 0s 13ms/step >17, 53/693, d1=0.513, d2=0.479 g=2.195 2/2 [==============================] - 0s 13ms/step >17, 54/693, d1=0.488, d2=0.583 g=2.061 2/2 [==============================] - 0s 11ms/step >17, 55/693, d1=0.422, d2=0.493 g=2.119 2/2 [==============================] - 0s 14ms/step >17, 56/693, d1=0.544, d2=0.476 g=2.506 2/2 [==============================] - 0s 12ms/step >17, 57/693, d1=0.580, d2=0.427 g=1.898 2/2 [==============================] - 0s 13ms/step >17, 58/693, d1=0.459, d2=0.483 g=2.091 2/2 [==============================] - 0s 13ms/step >17, 59/693, d1=0.641, d2=0.452 g=2.670 2/2 [==============================] - 0s 12ms/step >17, 60/693, d1=0.401, d2=0.497 g=2.335 2/2 [==============================] - 0s 12ms/step >17, 61/693, d1=0.530, d2=0.409 g=2.823 2/2 [==============================] - 0s 12ms/step >17, 62/693, d1=0.450, d2=0.442 g=2.027 2/2 [==============================] - 0s 12ms/step >17, 63/693, d1=0.466, d2=0.474 g=2.604 2/2 [==============================] - 0s 12ms/step >17, 64/693, d1=0.520, d2=0.453 g=2.327 2/2 [==============================] - 0s 14ms/step >17, 65/693, d1=0.410, d2=0.420 g=2.007 2/2 [==============================] - 0s 13ms/step >17, 66/693, d1=0.395, d2=0.520 g=2.168 2/2 [==============================] - 0s 11ms/step >17, 67/693, d1=0.487, d2=0.435 g=2.341 2/2 [==============================] - 0s 14ms/step >17, 68/693, d1=0.771, d2=0.450 g=2.444 2/2 [==============================] - 0s 13ms/step >17, 69/693, d1=0.547, d2=0.548 g=2.263 2/2 [==============================] - 0s 13ms/step >17, 70/693, d1=0.530, d2=0.420 g=2.477 2/2 [==============================] - 0s 13ms/step >17, 71/693, d1=0.516, d2=0.496 g=1.876 2/2 [==============================] - 0s 11ms/step >17, 72/693, d1=0.508, d2=0.420 g=1.824 2/2 [==============================] - 0s 14ms/step >17, 73/693, d1=0.491, d2=0.583 g=2.181 2/2 [==============================] - 0s 13ms/step >17, 74/693, d1=0.393, d2=0.563 g=1.892 2/2 [==============================] - 0s 13ms/step >17, 75/693, d1=0.484, d2=0.376 g=2.340 2/2 [==============================] - 0s 12ms/step >17, 76/693, d1=0.565, d2=0.521 g=1.941 2/2 [==============================] - 0s 12ms/step >17, 77/693, d1=0.556, d2=0.407 g=2.073 2/2 [==============================] - 0s 13ms/step >17, 78/693, d1=0.522, d2=0.461 g=1.733 2/2 [==============================] - 0s 12ms/step >17, 79/693, d1=0.432, d2=0.546 g=2.122 2/2 [==============================] - 0s 12ms/step >17, 80/693, d1=0.485, d2=0.440 g=2.265 2/2 [==============================] - 0s 12ms/step >17, 81/693, d1=0.585, d2=0.449 g=1.866 2/2 [==============================] - 0s 14ms/step >17, 82/693, d1=0.355, d2=0.444 g=1.964 2/2 [==============================] - 0s 13ms/step >17, 83/693, d1=0.329, d2=0.426 g=2.287 2/2 [==============================] - 0s 13ms/step >17, 84/693, d1=0.599, d2=0.452 g=2.169 2/2 [==============================] - 0s 13ms/step >17, 85/693, d1=0.524, d2=0.509 g=2.187 2/2 [==============================] - 0s 12ms/step >17, 86/693, d1=0.470, d2=0.421 g=1.846 2/2 [==============================] - 0s 13ms/step >17, 87/693, d1=0.482, d2=0.387 g=2.185 2/2 [==============================] - 0s 12ms/step >17, 88/693, d1=0.411, d2=0.435 g=2.252 2/2 [==============================] - 0s 13ms/step >17, 89/693, d1=0.486, d2=0.412 g=2.474 2/2 [==============================] - 0s 13ms/step >17, 90/693, d1=0.467, d2=0.482 g=2.461 2/2 [==============================] - 0s 13ms/step >17, 91/693, d1=0.549, d2=0.436 g=1.808 2/2 [==============================] - 0s 14ms/step >17, 92/693, d1=0.353, d2=0.486 g=2.153 2/2 [==============================] - 0s 12ms/step >17, 93/693, d1=0.440, d2=0.398 g=2.073 2/2 [==============================] - 0s 12ms/step >17, 94/693, d1=0.456, d2=0.539 g=2.476 2/2 [==============================] - 0s 13ms/step >17, 95/693, d1=0.442, d2=0.447 g=2.622 2/2 [==============================] - 0s 13ms/step >17, 96/693, d1=0.515, d2=0.423 g=2.868 2/2 [==============================] - 0s 12ms/step >17, 97/693, d1=0.490, d2=0.422 g=2.482 2/2 [==============================] - 0s 12ms/step >17, 98/693, d1=0.537, d2=0.477 g=2.380 2/2 [==============================] - 0s 14ms/step >17, 99/693, d1=0.447, d2=0.392 g=1.787 2/2 [==============================] - 0s 14ms/step >17, 100/693, d1=0.599, d2=0.574 g=2.440 2/2 [==============================] - 0s 13ms/step >17, 101/693, d1=0.433, d2=0.432 g=2.293 2/2 [==============================] - 0s 13ms/step >17, 102/693, d1=0.557, d2=0.465 g=2.898 2/2 [==============================] - 0s 14ms/step >17, 103/693, d1=0.462, d2=0.395 g=2.782 2/2 [==============================] - 0s 13ms/step >17, 104/693, d1=0.517, d2=0.364 g=2.048 2/2 [==============================] - 0s 12ms/step >17, 105/693, d1=0.473, d2=0.492 g=1.990 2/2 [==============================] - 0s 12ms/step >17, 106/693, d1=0.508, d2=0.524 g=2.245 2/2 [==============================] - 0s 13ms/step >17, 107/693, d1=0.432, d2=0.401 g=1.727 2/2 [==============================] - 0s 15ms/step >17, 108/693, d1=0.604, d2=0.391 g=2.090 2/2 [==============================] - 0s 13ms/step >17, 109/693, d1=0.463, d2=0.438 g=2.480 2/2 [==============================] - 0s 14ms/step >17, 110/693, d1=0.379, d2=0.508 g=2.626 2/2 [==============================] - 0s 15ms/step >17, 111/693, d1=0.468, d2=0.398 g=2.129 2/2 [==============================] - 0s 14ms/step >17, 112/693, d1=0.465, d2=0.363 g=2.195 2/2 [==============================] - 0s 14ms/step >17, 113/693, d1=0.593, d2=0.573 g=2.358 2/2 [==============================] - 0s 13ms/step >17, 114/693, d1=0.341, d2=0.386 g=1.810 2/2 [==============================] - 0s 13ms/step >17, 115/693, d1=0.645, d2=0.472 g=2.468 2/2 [==============================] - 0s 12ms/step >17, 116/693, d1=0.541, d2=0.495 g=2.092 2/2 [==============================] - 0s 14ms/step >17, 117/693, d1=0.398, d2=0.615 g=1.973 2/2 [==============================] - 0s 13ms/step >17, 118/693, d1=0.460, d2=0.442 g=2.409 2/2 [==============================] - 0s 13ms/step >17, 119/693, d1=0.603, d2=0.422 g=2.288 2/2 [==============================] - 0s 13ms/step >17, 120/693, d1=0.526, d2=0.400 g=2.318 2/2 [==============================] - 0s 12ms/step >17, 121/693, d1=0.518, d2=0.460 g=2.362 2/2 [==============================] - 0s 14ms/step >17, 122/693, d1=0.439, d2=0.731 g=2.228 2/2 [==============================] - 0s 13ms/step >17, 123/693, d1=0.508, d2=0.411 g=2.313 2/2 [==============================] - 0s 14ms/step >17, 124/693, d1=0.443, d2=0.469 g=2.264 2/2 [==============================] - 0s 12ms/step >17, 125/693, d1=0.549, d2=0.386 g=2.103 2/2 [==============================] - 0s 11ms/step >17, 126/693, d1=0.423, d2=0.381 g=2.741 2/2 [==============================] - 0s 11ms/step >17, 127/693, d1=0.535, d2=0.460 g=1.823 2/2 [==============================] - 0s 13ms/step >17, 128/693, d1=0.488, d2=0.547 g=2.234 2/2 [==============================] - 0s 14ms/step >17, 129/693, d1=0.406, d2=0.381 g=2.447 2/2 [==============================] - 0s 15ms/step >17, 130/693, d1=0.469, d2=0.425 g=2.101 2/2 [==============================] - 0s 13ms/step >17, 131/693, d1=0.517, d2=0.496 g=2.717 2/2 [==============================] - 0s 14ms/step >17, 132/693, d1=0.519, d2=0.469 g=1.907 2/2 [==============================] - 0s 13ms/step >17, 133/693, d1=0.445, d2=0.492 g=1.881 2/2 [==============================] - 0s 13ms/step >17, 134/693, d1=0.569, d2=0.554 g=2.053 2/2 [==============================] - 0s 13ms/step >17, 135/693, d1=0.602, d2=0.481 g=2.353 2/2 [==============================] - 0s 12ms/step >17, 136/693, d1=0.462, d2=0.411 g=1.743 2/2 [==============================] - 0s 12ms/step >17, 137/693, d1=0.526, d2=0.371 g=1.873 2/2 [==============================] - 0s 12ms/step >17, 138/693, d1=0.421, d2=0.584 g=1.981 2/2 [==============================] - 0s 16ms/step >17, 139/693, d1=0.514, d2=0.523 g=2.227 2/2 [==============================] - 0s 13ms/step >17, 140/693, d1=0.550, d2=0.464 g=1.968 2/2 [==============================] - 0s 13ms/step >17, 141/693, d1=0.553, d2=0.430 g=2.189 2/2 [==============================] - 0s 13ms/step >17, 142/693, d1=0.593, d2=0.627 g=2.064 2/2 [==============================] - 0s 12ms/step >17, 143/693, d1=0.452, d2=0.645 g=2.153 2/2 [==============================] - 0s 14ms/step >17, 144/693, d1=0.619, d2=0.434 g=3.172 2/2 [==============================] - 0s 13ms/step >17, 145/693, d1=0.652, d2=0.241 g=3.750 2/2 [==============================] - 0s 12ms/step >17, 146/693, d1=0.466, d2=0.232 g=2.640 2/2 [==============================] - 0s 14ms/step >17, 147/693, d1=0.311, d2=0.385 g=3.399 2/2 [==============================] - 0s 14ms/step >17, 148/693, d1=0.245, d2=0.275 g=3.932 2/2 [==============================] - 0s 13ms/step >17, 149/693, d1=0.387, d2=0.334 g=2.839 2/2 [==============================] - 0s 14ms/step >17, 150/693, d1=0.307, d2=0.280 g=3.038 2/2 [==============================] - 0s 14ms/step >17, 151/693, d1=0.339, d2=0.307 g=4.142 2/2 [==============================] - 0s 13ms/step >17, 152/693, d1=0.284, d2=0.372 g=2.446 2/2 [==============================] - 0s 13ms/step >17, 153/693, d1=0.297, d2=0.439 g=3.147 2/2 [==============================] - 0s 12ms/step >17, 154/693, d1=0.398, d2=0.485 g=3.492 2/2 [==============================] - 0s 13ms/step >17, 155/693, d1=0.371, d2=0.305 g=2.464 2/2 [==============================] - 0s 13ms/step >17, 156/693, d1=0.414, d2=0.337 g=2.569 2/2 [==============================] - 0s 13ms/step >17, 157/693, d1=0.340, d2=0.436 g=2.829 2/2 [==============================] - 0s 12ms/step >17, 158/693, d1=0.365, d2=0.406 g=3.483 2/2 [==============================] - 0s 13ms/step >17, 159/693, d1=0.464, d2=0.444 g=3.154 2/2 [==============================] - 0s 12ms/step >17, 160/693, d1=0.391, d2=0.397 g=2.685 2/2 [==============================] - 0s 13ms/step >17, 161/693, d1=0.440, d2=0.459 g=2.807 2/2 [==============================] - 0s 13ms/step >17, 162/693, d1=0.460, d2=0.483 g=2.762 2/2 [==============================] - 0s 14ms/step >17, 163/693, d1=0.427, d2=0.419 g=3.089 2/2 [==============================] - 0s 12ms/step >17, 164/693, d1=0.455, d2=0.486 g=3.042 2/2 [==============================] - 0s 12ms/step >17, 165/693, d1=0.474, d2=0.449 g=2.015 2/2 [==============================] - 0s 13ms/step >17, 166/693, d1=0.586, d2=0.513 g=2.886 2/2 [==============================] - 0s 13ms/step >17, 167/693, d1=0.591, d2=0.454 g=2.212 2/2 [==============================] - 0s 13ms/step >17, 168/693, d1=0.556, d2=0.633 g=2.180 2/2 [==============================] - 0s 12ms/step >17, 169/693, d1=0.662, d2=0.514 g=2.284 2/2 [==============================] - 0s 13ms/step >17, 170/693, d1=0.597, d2=0.508 g=2.583 2/2 [==============================] - 0s 13ms/step >17, 171/693, d1=0.442, d2=0.536 g=3.048 2/2 [==============================] - 0s 11ms/step >17, 172/693, d1=0.627, d2=0.418 g=2.391 2/2 [==============================] - 0s 13ms/step >17, 173/693, d1=0.496, d2=0.303 g=2.231 2/2 [==============================] - 0s 14ms/step >17, 174/693, d1=0.458, d2=0.456 g=2.209 2/2 [==============================] - 0s 15ms/step >17, 175/693, d1=0.324, d2=0.420 g=2.852 2/2 [==============================] - 0s 14ms/step >17, 176/693, d1=0.475, d2=0.296 g=2.356 2/2 [==============================] - 0s 14ms/step >17, 177/693, d1=0.389, d2=0.405 g=3.396 2/2 [==============================] - 0s 13ms/step >17, 178/693, d1=0.503, d2=0.439 g=2.699 2/2 [==============================] - 0s 14ms/step >17, 179/693, d1=0.517, d2=0.436 g=2.401 2/2 [==============================] - 0s 13ms/step >17, 180/693, d1=0.373, d2=0.463 g=2.401 2/2 [==============================] - 0s 12ms/step >17, 181/693, d1=0.519, d2=0.397 g=3.229 2/2 [==============================] - 0s 13ms/step >17, 182/693, d1=0.339, d2=0.559 g=3.127 2/2 [==============================] - 0s 13ms/step >17, 183/693, d1=0.732, d2=0.334 g=3.323 2/2 [==============================] - 0s 14ms/step >17, 184/693, d1=0.534, d2=0.290 g=3.247 2/2 [==============================] - 0s 13ms/step >17, 185/693, d1=0.438, d2=0.341 g=2.525 2/2 [==============================] - 0s 13ms/step >17, 186/693, d1=0.378, d2=0.530 g=4.070 2/2 [==============================] - 0s 12ms/step >17, 187/693, d1=0.353, d2=0.419 g=3.430 2/2 [==============================] - 0s 13ms/step >17, 188/693, d1=0.370, d2=0.422 g=2.999 2/2 [==============================] - 0s 13ms/step >17, 189/693, d1=0.313, d2=0.397 g=2.726 2/2 [==============================] - 0s 14ms/step >17, 190/693, d1=0.481, d2=0.470 g=2.915 2/2 [==============================] - 0s 13ms/step >17, 191/693, d1=0.414, d2=0.389 g=3.350 2/2 [==============================] - 0s 14ms/step >17, 192/693, d1=0.488, d2=0.354 g=2.969 2/2 [==============================] - 0s 11ms/step >17, 193/693, d1=0.452, d2=0.493 g=2.418 2/2 [==============================] - 0s 11ms/step >17, 194/693, d1=0.514, d2=0.631 g=3.208 2/2 [==============================] - 0s 14ms/step >17, 195/693, d1=0.419, d2=0.408 g=2.759 2/2 [==============================] - 0s 14ms/step >17, 196/693, d1=0.516, d2=0.427 g=2.694 2/2 [==============================] - 0s 13ms/step >17, 197/693, d1=0.463, d2=0.455 g=2.854 2/2 [==============================] - 0s 13ms/step >17, 198/693, d1=0.528, d2=0.464 g=2.873 2/2 [==============================] - 0s 13ms/step >17, 199/693, d1=0.398, d2=0.494 g=2.682 2/2 [==============================] - 0s 13ms/step >17, 200/693, d1=0.621, d2=0.559 g=2.866 2/2 [==============================] - 0s 13ms/step >17, 201/693, d1=0.503, d2=0.317 g=2.696 2/2 [==============================] - 0s 13ms/step >17, 202/693, d1=0.427, d2=0.420 g=2.752 2/2 [==============================] - 0s 12ms/step >17, 203/693, d1=0.535, d2=0.422 g=3.162 2/2 [==============================] - 0s 12ms/step >17, 204/693, d1=0.467, d2=0.418 g=2.597 2/2 [==============================] - 0s 13ms/step >17, 205/693, d1=0.449, d2=0.548 g=2.363 2/2 [==============================] - 0s 12ms/step >17, 206/693, d1=0.512, d2=0.437 g=2.785 2/2 [==============================] - 0s 13ms/step >17, 207/693, d1=0.506, d2=0.442 g=2.392 2/2 [==============================] - 0s 12ms/step >17, 208/693, d1=0.499, d2=0.437 g=2.369 2/2 [==============================] - 0s 12ms/step >17, 209/693, d1=0.445, d2=0.464 g=2.246 2/2 [==============================] - 0s 13ms/step >17, 210/693, d1=0.594, d2=0.411 g=2.466 2/2 [==============================] - 0s 14ms/step >17, 211/693, d1=0.456, d2=0.495 g=1.974 2/2 [==============================] - 0s 14ms/step >17, 212/693, d1=0.526, d2=0.433 g=2.340 2/2 [==============================] - 0s 14ms/step >17, 213/693, d1=0.512, d2=0.385 g=2.944 2/2 [==============================] - 0s 13ms/step >17, 214/693, d1=0.464, d2=0.455 g=1.734 2/2 [==============================] - 0s 12ms/step >17, 215/693, d1=0.444, d2=0.426 g=1.961 2/2 [==============================] - 0s 12ms/step >17, 216/693, d1=0.468, d2=0.514 g=2.088 2/2 [==============================] - 0s 12ms/step >17, 217/693, d1=0.508, d2=0.522 g=2.475 2/2 [==============================] - 0s 13ms/step >17, 218/693, d1=0.597, d2=0.400 g=2.068 2/2 [==============================] - 0s 12ms/step >17, 219/693, d1=0.489, d2=0.487 g=1.975 2/2 [==============================] - 0s 13ms/step >17, 220/693, d1=0.470, d2=0.487 g=2.292 2/2 [==============================] - 0s 12ms/step >17, 221/693, d1=0.466, d2=0.403 g=2.959 2/2 [==============================] - 0s 13ms/step >17, 222/693, d1=0.428, d2=0.494 g=2.053 2/2 [==============================] - 0s 12ms/step >17, 223/693, d1=0.477, d2=0.414 g=2.613 2/2 [==============================] - 0s 13ms/step >17, 224/693, d1=0.434, d2=0.375 g=2.227 2/2 [==============================] - 0s 12ms/step >17, 225/693, d1=0.497, d2=0.506 g=2.364 2/2 [==============================] - 0s 13ms/step >17, 226/693, d1=0.388, d2=0.319 g=2.040 2/2 [==============================] - 0s 13ms/step >17, 227/693, d1=0.569, d2=0.539 g=2.189 2/2 [==============================] - 0s 14ms/step >17, 228/693, d1=0.369, d2=0.513 g=1.804 2/2 [==============================] - 0s 14ms/step >17, 229/693, d1=0.434, d2=0.341 g=2.713 2/2 [==============================] - 0s 13ms/step >17, 230/693, d1=0.529, d2=0.399 g=2.161 2/2 [==============================] - 0s 13ms/step >17, 231/693, d1=0.408, d2=0.526 g=2.161 2/2 [==============================] - 0s 12ms/step >17, 232/693, d1=0.575, d2=0.504 g=2.214 2/2 [==============================] - 0s 13ms/step >17, 233/693, d1=0.446, d2=0.401 g=2.588 2/2 [==============================] - 0s 13ms/step >17, 234/693, d1=0.567, d2=0.602 g=2.363 2/2 [==============================] - 0s 15ms/step >17, 235/693, d1=0.479, d2=0.545 g=2.132 2/2 [==============================] - 0s 14ms/step >17, 236/693, d1=0.514, d2=0.391 g=2.761 2/2 [==============================] - 0s 14ms/step >17, 237/693, d1=0.551, d2=0.572 g=1.913 2/2 [==============================] - 0s 13ms/step >17, 238/693, d1=0.510, d2=0.421 g=2.085 2/2 [==============================] - 0s 12ms/step >17, 239/693, d1=0.530, d2=0.547 g=2.170 2/2 [==============================] - 0s 13ms/step >17, 240/693, d1=0.414, d2=0.556 g=2.273 2/2 [==============================] - 0s 13ms/step >17, 241/693, d1=0.588, d2=0.375 g=2.301 2/2 [==============================] - 0s 13ms/step >17, 242/693, d1=0.461, d2=0.452 g=1.926 2/2 [==============================] - 0s 13ms/step >17, 243/693, d1=0.458, d2=0.429 g=2.229 2/2 [==============================] - 0s 13ms/step >17, 244/693, d1=0.428, d2=0.444 g=1.866 2/2 [==============================] - 0s 13ms/step >17, 245/693, d1=0.483, d2=0.395 g=2.749 2/2 [==============================] - 0s 12ms/step >17, 246/693, d1=0.541, d2=0.453 g=1.908 2/2 [==============================] - 0s 13ms/step >17, 247/693, d1=0.542, d2=0.496 g=1.881 2/2 [==============================] - 0s 12ms/step >17, 248/693, d1=0.511, d2=0.453 g=1.934 2/2 [==============================] - 0s 13ms/step >17, 249/693, d1=0.441, d2=0.368 g=2.136 2/2 [==============================] - 0s 13ms/step >17, 250/693, d1=0.468, d2=0.490 g=2.364 2/2 [==============================] - 0s 12ms/step >17, 251/693, d1=0.455, d2=0.383 g=2.033 2/2 [==============================] - 0s 12ms/step >17, 252/693, d1=0.549, d2=0.394 g=2.194 2/2 [==============================] - 0s 14ms/step >17, 253/693, d1=0.478, d2=0.584 g=2.194 2/2 [==============================] - 0s 13ms/step >17, 254/693, d1=0.473, d2=0.475 g=1.972 2/2 [==============================] - 0s 13ms/step >17, 255/693, d1=0.578, d2=0.594 g=2.967 2/2 [==============================] - 0s 14ms/step >17, 256/693, d1=0.515, d2=0.447 g=1.828 2/2 [==============================] - 0s 12ms/step >17, 257/693, d1=0.542, d2=0.471 g=1.655 2/2 [==============================] - 0s 14ms/step >17, 258/693, d1=0.559, d2=0.585 g=1.804 2/2 [==============================] - 0s 13ms/step >17, 259/693, d1=0.357, d2=0.379 g=1.987 2/2 [==============================] - 0s 13ms/step >17, 260/693, d1=0.590, d2=0.472 g=2.034 2/2 [==============================] - 0s 12ms/step >17, 261/693, d1=0.447, d2=0.424 g=2.181 2/2 [==============================] - 0s 13ms/step >17, 262/693, d1=0.413, d2=0.482 g=1.999 2/2 [==============================] - 0s 14ms/step >17, 263/693, d1=0.553, d2=0.325 g=2.646 2/2 [==============================] - 0s 13ms/step >17, 264/693, d1=0.511, d2=0.496 g=2.156 2/2 [==============================] - 0s 11ms/step >17, 265/693, d1=0.506, d2=0.520 g=2.626 2/2 [==============================] - 0s 11ms/step >17, 266/693, d1=0.399, d2=0.494 g=2.442 2/2 [==============================] - 0s 13ms/step >17, 267/693, d1=0.596, d2=0.470 g=1.852 2/2 [==============================] - 0s 14ms/step >17, 268/693, d1=0.503, d2=0.537 g=2.007 2/2 [==============================] - 0s 13ms/step >17, 269/693, d1=0.443, d2=0.438 g=3.007 2/2 [==============================] - 0s 14ms/step >17, 270/693, d1=0.694, d2=0.511 g=2.205 2/2 [==============================] - 0s 13ms/step >17, 271/693, d1=0.467, d2=0.414 g=2.440 2/2 [==============================] - 0s 11ms/step >17, 272/693, d1=0.355, d2=0.439 g=2.836 2/2 [==============================] - 0s 12ms/step >17, 273/693, d1=0.543, d2=0.494 g=2.244 2/2 [==============================] - 0s 12ms/step >17, 274/693, d1=0.501, d2=0.453 g=2.077 2/2 [==============================] - 0s 13ms/step >17, 275/693, d1=0.508, d2=0.517 g=2.079 2/2 [==============================] - 0s 13ms/step >17, 276/693, d1=0.627, d2=0.377 g=2.344 2/2 [==============================] - 0s 11ms/step >17, 277/693, d1=0.515, d2=0.415 g=2.451 2/2 [==============================] - 0s 13ms/step >17, 278/693, d1=0.573, d2=0.601 g=1.869 2/2 [==============================] - 0s 14ms/step >17, 279/693, d1=0.450, d2=0.418 g=2.672 2/2 [==============================] - 0s 11ms/step >17, 280/693, d1=0.572, d2=0.499 g=1.563 2/2 [==============================] - 0s 13ms/step >17, 281/693, d1=0.534, d2=0.455 g=2.479 2/2 [==============================] - 0s 12ms/step >17, 282/693, d1=0.421, d2=0.424 g=2.470 2/2 [==============================] - 0s 13ms/step >17, 283/693, d1=0.563, d2=0.473 g=2.125 2/2 [==============================] - 0s 13ms/step >17, 284/693, d1=0.667, d2=0.450 g=2.274 2/2 [==============================] - 0s 12ms/step >17, 285/693, d1=0.395, d2=0.552 g=2.440 2/2 [==============================] - 0s 12ms/step >17, 286/693, d1=0.419, d2=0.413 g=2.149 2/2 [==============================] - 0s 13ms/step >17, 287/693, d1=0.612, d2=0.369 g=2.233 2/2 [==============================] - 0s 12ms/step >17, 288/693, d1=0.561, d2=0.566 g=2.192 2/2 [==============================] - 0s 14ms/step >17, 289/693, d1=0.440, d2=0.533 g=1.794 2/2 [==============================] - 0s 13ms/step >17, 290/693, d1=0.553, d2=0.512 g=1.979 2/2 [==============================] - 0s 13ms/step >17, 291/693, d1=0.474, d2=0.366 g=1.612 2/2 [==============================] - 0s 14ms/step >17, 292/693, d1=0.507, d2=0.453 g=2.090 2/2 [==============================] - 0s 14ms/step >17, 293/693, d1=0.442, d2=0.533 g=2.113 2/2 [==============================] - 0s 14ms/step >17, 294/693, d1=0.369, d2=0.338 g=2.028 2/2 [==============================] - 0s 13ms/step >17, 295/693, d1=0.633, d2=0.518 g=1.982 2/2 [==============================] - 0s 13ms/step >17, 296/693, d1=0.464, d2=0.588 g=1.862 2/2 [==============================] - 0s 12ms/step >17, 297/693, d1=0.498, d2=0.453 g=2.073 2/2 [==============================] - 0s 12ms/step >17, 298/693, d1=0.439, d2=0.454 g=2.106 2/2 [==============================] - 0s 12ms/step >17, 299/693, d1=0.443, d2=0.446 g=2.180 2/2 [==============================] - 0s 12ms/step >17, 300/693, d1=0.585, d2=0.411 g=2.207 2/2 [==============================] - 0s 14ms/step >17, 301/693, d1=0.479, d2=0.333 g=1.938 2/2 [==============================] - 0s 13ms/step >17, 302/693, d1=0.479, d2=0.497 g=2.092 2/2 [==============================] - 0s 12ms/step >17, 303/693, d1=0.411, d2=0.505 g=1.943 2/2 [==============================] - 0s 13ms/step >17, 304/693, d1=0.558, d2=0.430 g=2.088 2/2 [==============================] - 0s 13ms/step >17, 305/693, d1=0.502, d2=0.540 g=1.976 2/2 [==============================] - 0s 14ms/step >17, 306/693, d1=0.583, d2=0.430 g=1.856 2/2 [==============================] - 0s 14ms/step >17, 307/693, d1=0.492, d2=0.465 g=1.914 2/2 [==============================] - 0s 14ms/step >17, 308/693, d1=0.408, d2=0.492 g=2.099 2/2 [==============================] - 0s 14ms/step >17, 309/693, d1=0.482, d2=0.560 g=2.267 2/2 [==============================] - 0s 13ms/step >17, 310/693, d1=0.547, d2=0.371 g=2.414 2/2 [==============================] - 0s 12ms/step >17, 311/693, d1=0.599, d2=0.586 g=1.981 2/2 [==============================] - 0s 13ms/step >17, 312/693, d1=0.509, d2=0.377 g=1.644 2/2 [==============================] - 0s 14ms/step >17, 313/693, d1=0.396, d2=0.388 g=2.126 2/2 [==============================] - 0s 12ms/step >17, 314/693, d1=0.498, d2=0.522 g=1.557 2/2 [==============================] - 0s 12ms/step >17, 315/693, d1=0.491, d2=0.473 g=1.910 2/2 [==============================] - 0s 12ms/step >17, 316/693, d1=0.647, d2=0.442 g=2.356 2/2 [==============================] - 0s 12ms/step >17, 317/693, d1=0.441, d2=0.478 g=2.157 2/2 [==============================] - 0s 12ms/step >17, 318/693, d1=0.511, d2=0.449 g=2.992 2/2 [==============================] - 0s 12ms/step >17, 319/693, d1=0.438, d2=0.377 g=2.473 2/2 [==============================] - 0s 13ms/step >17, 320/693, d1=0.466, d2=0.471 g=2.133 2/2 [==============================] - 0s 14ms/step >17, 321/693, d1=0.550, d2=0.499 g=1.857 2/2 [==============================] - 0s 14ms/step >17, 322/693, d1=0.476, d2=0.491 g=2.024 2/2 [==============================] - 0s 13ms/step >17, 323/693, d1=0.461, d2=0.486 g=2.411 2/2 [==============================] - 0s 12ms/step >17, 324/693, d1=0.589, d2=0.445 g=2.210 2/2 [==============================] - 0s 12ms/step >17, 325/693, d1=0.443, d2=0.388 g=2.910 2/2 [==============================] - 0s 13ms/step >17, 326/693, d1=0.519, d2=0.433 g=2.249 2/2 [==============================] - 0s 12ms/step >17, 327/693, d1=0.348, d2=0.527 g=2.308 2/2 [==============================] - 0s 14ms/step >17, 328/693, d1=0.474, d2=0.355 g=2.380 2/2 [==============================] - 0s 14ms/step >17, 329/693, d1=0.506, d2=0.462 g=2.458 2/2 [==============================] - 0s 12ms/step >17, 330/693, d1=0.565, d2=0.455 g=1.781 2/2 [==============================] - 0s 12ms/step >17, 331/693, d1=0.392, d2=0.485 g=1.700 2/2 [==============================] - 0s 13ms/step >17, 332/693, d1=0.419, d2=0.440 g=2.481 2/2 [==============================] - 0s 12ms/step >17, 333/693, d1=0.439, d2=0.387 g=2.194 2/2 [==============================] - 0s 13ms/step >17, 334/693, d1=0.361, d2=0.443 g=1.997 2/2 [==============================] - 0s 12ms/step >17, 335/693, d1=0.598, d2=0.356 g=2.792 2/2 [==============================] - 0s 13ms/step >17, 336/693, d1=0.503, d2=0.508 g=1.952 2/2 [==============================] - 0s 12ms/step >17, 337/693, d1=0.538, d2=0.497 g=2.321 2/2 [==============================] - 0s 12ms/step >17, 338/693, d1=0.562, d2=0.376 g=2.498 2/2 [==============================] - 0s 12ms/step >17, 339/693, d1=0.408, d2=0.491 g=1.876 2/2 [==============================] - 0s 13ms/step >17, 340/693, d1=0.506, d2=0.404 g=2.080 2/2 [==============================] - 0s 13ms/step >17, 341/693, d1=0.459, d2=0.428 g=1.640 2/2 [==============================] - 0s 14ms/step >17, 342/693, d1=0.403, d2=0.533 g=2.955 2/2 [==============================] - 0s 12ms/step >17, 343/693, d1=0.599, d2=0.443 g=1.896 2/2 [==============================] - 0s 14ms/step >17, 344/693, d1=0.434, d2=0.425 g=2.155 2/2 [==============================] - 0s 15ms/step >17, 345/693, d1=0.479, d2=0.427 g=2.326 2/2 [==============================] - 0s 15ms/step >17, 346/693, d1=0.454, d2=0.502 g=1.935 2/2 [==============================] - 0s 13ms/step >17, 347/693, d1=0.611, d2=0.510 g=1.827 2/2 [==============================] - 0s 11ms/step >17, 348/693, d1=0.571, d2=0.409 g=1.909 2/2 [==============================] - 0s 13ms/step >17, 349/693, d1=0.482, d2=0.467 g=1.609 2/2 [==============================] - 0s 14ms/step >17, 350/693, d1=0.479, d2=0.596 g=1.644 2/2 [==============================] - 0s 12ms/step >17, 351/693, d1=0.418, d2=0.475 g=1.489 2/2 [==============================] - 0s 12ms/step >17, 352/693, d1=0.458, d2=0.451 g=1.969 2/2 [==============================] - 0s 12ms/step >17, 353/693, d1=0.490, d2=0.448 g=2.407 2/2 [==============================] - 0s 13ms/step >17, 354/693, d1=0.455, d2=0.489 g=2.349 2/2 [==============================] - 0s 12ms/step >17, 355/693, d1=0.510, d2=0.411 g=2.502 2/2 [==============================] - 0s 14ms/step >17, 356/693, d1=0.534, d2=0.413 g=3.062 2/2 [==============================] - 0s 13ms/step >17, 357/693, d1=0.494, d2=0.568 g=1.612 2/2 [==============================] - 0s 14ms/step >17, 358/693, d1=0.467, d2=0.391 g=1.977 2/2 [==============================] - 0s 13ms/step >17, 359/693, d1=0.427, d2=0.535 g=2.104 2/2 [==============================] - 0s 13ms/step >17, 360/693, d1=0.466, d2=0.417 g=2.035 2/2 [==============================] - 0s 12ms/step >17, 361/693, d1=0.566, d2=0.488 g=2.011 2/2 [==============================] - 0s 13ms/step >17, 362/693, d1=0.463, d2=0.422 g=2.538 2/2 [==============================] - 0s 12ms/step >17, 363/693, d1=0.473, d2=0.403 g=2.214 2/2 [==============================] - 0s 14ms/step >17, 364/693, d1=0.569, d2=0.509 g=2.245 2/2 [==============================] - 0s 12ms/step >17, 365/693, d1=0.548, d2=0.596 g=1.846 2/2 [==============================] - 0s 13ms/step >17, 366/693, d1=0.552, d2=0.467 g=1.998 2/2 [==============================] - 0s 12ms/step >17, 367/693, d1=0.399, d2=0.451 g=2.382 2/2 [==============================] - 0s 12ms/step >17, 368/693, d1=0.491, d2=0.446 g=2.562 2/2 [==============================] - 0s 13ms/step >17, 369/693, d1=0.640, d2=0.437 g=2.287 2/2 [==============================] - 0s 12ms/step >17, 370/693, d1=0.558, d2=0.433 g=2.759 2/2 [==============================] - 0s 13ms/step >17, 371/693, d1=0.405, d2=0.461 g=1.541 2/2 [==============================] - 0s 13ms/step >17, 372/693, d1=0.506, d2=0.533 g=2.121 2/2 [==============================] - 0s 13ms/step >17, 373/693, d1=0.481, d2=0.337 g=2.320 2/2 [==============================] - 0s 12ms/step >17, 374/693, d1=0.577, d2=0.455 g=2.354 2/2 [==============================] - 0s 13ms/step >17, 375/693, d1=0.382, d2=0.494 g=2.524 2/2 [==============================] - 0s 13ms/step >17, 376/693, d1=0.294, d2=0.410 g=2.479 2/2 [==============================] - 0s 14ms/step >17, 377/693, d1=0.571, d2=0.498 g=1.981 2/2 [==============================] - 0s 13ms/step >17, 378/693, d1=0.449, d2=0.474 g=2.434 2/2 [==============================] - 0s 11ms/step >17, 379/693, d1=0.440, d2=0.379 g=2.353 2/2 [==============================] - 0s 12ms/step >17, 380/693, d1=0.562, d2=0.455 g=1.848 2/2 [==============================] - 0s 13ms/step >17, 381/693, d1=0.570, d2=0.506 g=2.411 2/2 [==============================] - 0s 12ms/step >17, 382/693, d1=0.512, d2=0.412 g=1.767 2/2 [==============================] - 0s 14ms/step >17, 383/693, d1=0.450, d2=0.409 g=2.412 2/2 [==============================] - 0s 13ms/step >17, 384/693, d1=0.428, d2=0.485 g=1.917 2/2 [==============================] - 0s 13ms/step >17, 385/693, d1=0.584, d2=0.431 g=2.361 2/2 [==============================] - 0s 13ms/step >17, 386/693, d1=0.372, d2=0.375 g=2.434 2/2 [==============================] - 0s 14ms/step >17, 387/693, d1=0.553, d2=0.510 g=2.051 2/2 [==============================] - 0s 13ms/step >17, 388/693, d1=0.360, d2=0.439 g=1.678 2/2 [==============================] - 0s 13ms/step >17, 389/693, d1=0.419, d2=0.460 g=2.356 2/2 [==============================] - 0s 12ms/step >17, 390/693, d1=0.603, d2=0.435 g=2.285 2/2 [==============================] - 0s 12ms/step >17, 391/693, d1=0.447, d2=0.392 g=2.631 2/2 [==============================] - 0s 14ms/step >17, 392/693, d1=0.495, d2=0.498 g=1.746 2/2 [==============================] - 0s 13ms/step >17, 393/693, d1=0.454, d2=0.563 g=2.074 2/2 [==============================] - 0s 13ms/step >17, 394/693, d1=0.387, d2=0.520 g=2.771 2/2 [==============================] - 0s 14ms/step >17, 395/693, d1=0.451, d2=0.353 g=2.470 2/2 [==============================] - 0s 11ms/step >17, 396/693, d1=0.545, d2=0.402 g=2.594 2/2 [==============================] - 0s 13ms/step >17, 397/693, d1=0.521, d2=0.476 g=1.806 2/2 [==============================] - 0s 13ms/step >17, 398/693, d1=0.520, d2=0.517 g=2.429 2/2 [==============================] - 0s 14ms/step >17, 399/693, d1=0.439, d2=0.521 g=2.009 2/2 [==============================] - 0s 13ms/step >17, 400/693, d1=0.495, d2=0.396 g=2.600 2/2 [==============================] - 0s 14ms/step >17, 401/693, d1=0.592, d2=0.420 g=2.093 2/2 [==============================] - 0s 14ms/step >17, 402/693, d1=0.463, d2=0.499 g=1.782 2/2 [==============================] - 0s 14ms/step >17, 403/693, d1=0.560, d2=0.480 g=2.519 2/2 [==============================] - 0s 12ms/step >17, 404/693, d1=0.476, d2=0.421 g=2.339 2/2 [==============================] - 0s 13ms/step >17, 405/693, d1=0.563, d2=0.496 g=1.996 2/2 [==============================] - 0s 14ms/step >17, 406/693, d1=0.489, d2=0.486 g=2.392 2/2 [==============================] - 0s 14ms/step >17, 407/693, d1=0.406, d2=0.386 g=2.322 2/2 [==============================] - 0s 14ms/step >17, 408/693, d1=0.397, d2=0.385 g=2.495 2/2 [==============================] - 0s 13ms/step >17, 409/693, d1=0.535, d2=0.440 g=1.811 2/2 [==============================] - 0s 13ms/step >17, 410/693, d1=0.435, d2=0.399 g=1.956 2/2 [==============================] - 0s 13ms/step >17, 411/693, d1=0.533, d2=0.460 g=2.700 2/2 [==============================] - 0s 13ms/step >17, 412/693, d1=0.398, d2=0.456 g=1.992 2/2 [==============================] - 0s 14ms/step >17, 413/693, d1=0.431, d2=0.442 g=1.890 2/2 [==============================] - 0s 13ms/step >17, 414/693, d1=0.460, d2=0.484 g=2.009 2/2 [==============================] - 0s 12ms/step >17, 415/693, d1=0.509, d2=0.368 g=1.915 2/2 [==============================] - 0s 12ms/step >17, 416/693, d1=0.557, d2=0.553 g=2.492 2/2 [==============================] - 0s 12ms/step >17, 417/693, d1=0.613, d2=0.585 g=2.318 2/2 [==============================] - 0s 13ms/step >17, 418/693, d1=0.577, d2=0.417 g=2.220 2/2 [==============================] - 0s 13ms/step >17, 419/693, d1=0.519, d2=0.536 g=2.128 2/2 [==============================] - 0s 13ms/step >17, 420/693, d1=0.568, d2=0.438 g=2.199 2/2 [==============================] - 0s 13ms/step >17, 421/693, d1=0.517, d2=0.494 g=2.530 2/2 [==============================] - 0s 12ms/step >17, 422/693, d1=0.460, d2=0.471 g=2.101 2/2 [==============================] - 0s 14ms/step >17, 423/693, d1=0.544, d2=0.461 g=1.833 2/2 [==============================] - 0s 12ms/step >17, 424/693, d1=0.566, d2=0.487 g=2.248 2/2 [==============================] - 0s 12ms/step >17, 425/693, d1=0.556, d2=0.467 g=1.811 2/2 [==============================] - 0s 13ms/step >17, 426/693, d1=0.427, d2=0.456 g=2.025 2/2 [==============================] - 0s 13ms/step >17, 427/693, d1=0.489, d2=0.372 g=1.864 2/2 [==============================] - 0s 13ms/step >17, 428/693, d1=0.436, d2=0.499 g=1.572 2/2 [==============================] - 0s 14ms/step >17, 429/693, d1=0.451, d2=0.496 g=1.933 2/2 [==============================] - 0s 15ms/step >17, 430/693, d1=0.536, d2=0.407 g=1.952 2/2 [==============================] - 0s 12ms/step >17, 431/693, d1=0.467, d2=0.556 g=2.264 2/2 [==============================] - 0s 11ms/step >17, 432/693, d1=0.534, d2=0.427 g=1.681 2/2 [==============================] - 0s 12ms/step >17, 433/693, d1=0.517, d2=0.561 g=2.344 2/2 [==============================] - 0s 13ms/step >17, 434/693, d1=0.531, d2=0.532 g=2.732 2/2 [==============================] - 0s 12ms/step >17, 435/693, d1=0.491, d2=0.475 g=2.490 2/2 [==============================] - 0s 13ms/step >17, 436/693, d1=0.535, d2=0.435 g=2.085 2/2 [==============================] - 0s 14ms/step >17, 437/693, d1=0.499, d2=0.476 g=2.147 2/2 [==============================] - 0s 12ms/step >17, 438/693, d1=0.492, d2=0.347 g=2.258 2/2 [==============================] - 0s 14ms/step >17, 439/693, d1=0.407, d2=0.520 g=2.472 2/2 [==============================] - 0s 13ms/step >17, 440/693, d1=0.424, d2=0.422 g=2.148 2/2 [==============================] - 0s 11ms/step >17, 441/693, d1=0.614, d2=0.508 g=2.573 2/2 [==============================] - 0s 13ms/step >17, 442/693, d1=0.469, d2=0.410 g=2.156 2/2 [==============================] - 0s 13ms/step >17, 443/693, d1=0.517, d2=0.445 g=2.060 2/2 [==============================] - 0s 13ms/step >17, 444/693, d1=0.568, d2=0.356 g=1.722 2/2 [==============================] - 0s 13ms/step >17, 445/693, d1=0.495, d2=0.473 g=1.540 2/2 [==============================] - 0s 13ms/step >17, 446/693, d1=0.427, d2=0.399 g=1.785 2/2 [==============================] - 0s 12ms/step >17, 447/693, d1=0.567, d2=0.540 g=2.139 2/2 [==============================] - 0s 13ms/step >17, 448/693, d1=0.570, d2=0.505 g=1.871 2/2 [==============================] - 0s 12ms/step >17, 449/693, d1=0.452, d2=0.402 g=2.306 2/2 [==============================] - 0s 12ms/step >17, 450/693, d1=0.374, d2=0.456 g=2.030 2/2 [==============================] - 0s 13ms/step >17, 451/693, d1=0.566, d2=0.517 g=1.820 2/2 [==============================] - 0s 13ms/step >17, 452/693, d1=0.533, d2=0.485 g=2.022 2/2 [==============================] - 0s 12ms/step >17, 453/693, d1=0.442, d2=0.385 g=1.730 2/2 [==============================] - 0s 13ms/step >17, 454/693, d1=0.575, d2=0.597 g=2.156 2/2 [==============================] - 0s 14ms/step >17, 455/693, d1=0.472, d2=0.465 g=2.198 2/2 [==============================] - 0s 14ms/step >17, 456/693, d1=0.461, d2=0.415 g=2.633 2/2 [==============================] - 0s 14ms/step >17, 457/693, d1=0.544, d2=0.392 g=2.036 2/2 [==============================] - 0s 13ms/step >17, 458/693, d1=0.525, d2=0.407 g=1.919 2/2 [==============================] - 0s 13ms/step >17, 459/693, d1=0.496, d2=0.441 g=1.918 2/2 [==============================] - 0s 12ms/step >17, 460/693, d1=0.508, d2=0.431 g=1.791 2/2 [==============================] - 0s 13ms/step >17, 461/693, d1=0.427, d2=0.525 g=1.854 2/2 [==============================] - 0s 12ms/step >17, 462/693, d1=0.429, d2=0.491 g=2.298 2/2 [==============================] - 0s 13ms/step >17, 463/693, d1=0.415, d2=0.473 g=2.392 2/2 [==============================] - 0s 13ms/step >17, 464/693, d1=0.480, d2=0.348 g=2.635 2/2 [==============================] - 0s 13ms/step >17, 465/693, d1=0.472, d2=0.459 g=1.964 2/2 [==============================] - 0s 13ms/step >17, 466/693, d1=0.508, d2=0.388 g=2.011 2/2 [==============================] - 0s 12ms/step >17, 467/693, d1=0.462, d2=0.468 g=2.192 2/2 [==============================] - 0s 13ms/step >17, 468/693, d1=0.516, d2=0.483 g=1.961 2/2 [==============================] - 0s 13ms/step >17, 469/693, d1=0.515, d2=0.431 g=1.802 2/2 [==============================] - 0s 13ms/step >17, 470/693, d1=0.451, d2=0.411 g=2.231 2/2 [==============================] - 0s 12ms/step >17, 471/693, d1=0.426, d2=0.459 g=2.247 2/2 [==============================] - 0s 12ms/step >17, 472/693, d1=0.375, d2=0.466 g=2.305 2/2 [==============================] - 0s 13ms/step >17, 473/693, d1=0.525, d2=0.371 g=2.020 2/2 [==============================] - 0s 12ms/step >17, 474/693, d1=0.461, d2=0.410 g=2.441 2/2 [==============================] - 0s 12ms/step >17, 475/693, d1=0.411, d2=0.454 g=2.697 2/2 [==============================] - 0s 14ms/step >17, 476/693, d1=0.419, d2=0.386 g=3.014 2/2 [==============================] - 0s 13ms/step >17, 477/693, d1=0.527, d2=0.329 g=2.159 2/2 [==============================] - 0s 12ms/step >17, 478/693, d1=0.459, d2=0.421 g=2.605 2/2 [==============================] - 0s 14ms/step >17, 479/693, d1=0.428, d2=0.585 g=2.212 2/2 [==============================] - 0s 14ms/step >17, 480/693, d1=0.383, d2=0.429 g=2.709 2/2 [==============================] - 0s 14ms/step >17, 481/693, d1=0.418, d2=0.449 g=2.147 2/2 [==============================] - 0s 12ms/step >17, 482/693, d1=0.564, d2=0.392 g=2.305 2/2 [==============================] - 0s 15ms/step >17, 483/693, d1=0.603, d2=0.584 g=2.420 2/2 [==============================] - 0s 13ms/step >17, 484/693, d1=0.384, d2=0.466 g=2.709 2/2 [==============================] - 0s 13ms/step >17, 485/693, d1=0.627, d2=0.416 g=2.316 2/2 [==============================] - 0s 13ms/step >17, 486/693, d1=0.539, d2=0.459 g=1.951 2/2 [==============================] - 0s 14ms/step >17, 487/693, d1=0.594, d2=0.506 g=1.978 2/2 [==============================] - 0s 12ms/step >17, 488/693, d1=0.498, d2=0.499 g=2.029 2/2 [==============================] - 0s 12ms/step >17, 489/693, d1=0.487, d2=0.506 g=2.123 2/2 [==============================] - 0s 13ms/step >17, 490/693, d1=0.466, d2=0.484 g=2.212 2/2 [==============================] - 0s 12ms/step >17, 491/693, d1=0.478, d2=0.431 g=2.440 2/2 [==============================] - 0s 12ms/step >17, 492/693, d1=0.516, d2=0.414 g=1.961 2/2 [==============================] - 0s 14ms/step >17, 493/693, d1=0.450, d2=0.507 g=2.303 2/2 [==============================] - 0s 13ms/step >17, 494/693, d1=0.390, d2=0.401 g=2.204 2/2 [==============================] - 0s 12ms/step >17, 495/693, d1=0.562, d2=0.402 g=2.093 2/2 [==============================] - 0s 14ms/step >17, 496/693, d1=0.548, d2=0.535 g=2.134 2/2 [==============================] - 0s 14ms/step >17, 497/693, d1=0.494, d2=0.479 g=1.987 2/2 [==============================] - 0s 13ms/step >17, 498/693, d1=0.434, d2=0.374 g=2.140 2/2 [==============================] - 0s 14ms/step >17, 499/693, d1=0.424, d2=0.435 g=2.738 2/2 [==============================] - 0s 14ms/step >17, 500/693, d1=0.562, d2=0.395 g=2.589 2/2 [==============================] - 0s 15ms/step >17, 501/693, d1=0.447, d2=0.388 g=2.042 2/2 [==============================] - 0s 14ms/step >17, 502/693, d1=0.650, d2=0.496 g=2.092 2/2 [==============================] - 0s 13ms/step >17, 503/693, d1=0.429, d2=0.460 g=2.190 2/2 [==============================] - 0s 11ms/step >17, 504/693, d1=0.389, d2=0.432 g=2.082 2/2 [==============================] - 0s 12ms/step >17, 505/693, d1=0.436, d2=0.403 g=2.153 2/2 [==============================] - 0s 12ms/step >17, 506/693, d1=0.490, d2=0.459 g=2.555 2/2 [==============================] - 0s 12ms/step >17, 507/693, d1=0.345, d2=0.423 g=2.021 2/2 [==============================] - 0s 14ms/step >17, 508/693, d1=0.558, d2=0.461 g=2.880 2/2 [==============================] - 0s 12ms/step >17, 509/693, d1=0.443, d2=0.336 g=2.411 2/2 [==============================] - 0s 13ms/step >17, 510/693, d1=0.406, d2=0.373 g=1.986 2/2 [==============================] - 0s 12ms/step >17, 511/693, d1=0.525, d2=0.476 g=1.880 2/2 [==============================] - 0s 13ms/step >17, 512/693, d1=0.458, d2=0.361 g=2.173 2/2 [==============================] - 0s 12ms/step >17, 513/693, d1=0.410, d2=0.520 g=2.629 2/2 [==============================] - 0s 14ms/step >17, 514/693, d1=0.423, d2=0.462 g=1.941 2/2 [==============================] - 0s 14ms/step >17, 515/693, d1=0.616, d2=0.454 g=2.143 2/2 [==============================] - 0s 13ms/step >17, 516/693, d1=0.517, d2=0.514 g=1.906 2/2 [==============================] - 0s 12ms/step >17, 517/693, d1=0.434, d2=0.504 g=2.044 2/2 [==============================] - 0s 13ms/step >17, 518/693, d1=0.481, d2=0.499 g=2.097 2/2 [==============================] - 0s 13ms/step >17, 519/693, d1=0.332, d2=0.495 g=2.955 2/2 [==============================] - 0s 14ms/step >17, 520/693, d1=0.509, d2=0.281 g=2.675 2/2 [==============================] - 0s 12ms/step >17, 521/693, d1=0.536, d2=0.418 g=2.385 2/2 [==============================] - 0s 13ms/step >17, 522/693, d1=0.397, d2=0.556 g=2.571 2/2 [==============================] - 0s 14ms/step >17, 523/693, d1=0.466, d2=0.347 g=2.516 2/2 [==============================] - 0s 13ms/step >17, 524/693, d1=0.509, d2=0.480 g=2.412 2/2 [==============================] - 0s 14ms/step >17, 525/693, d1=0.426, d2=0.391 g=2.401 2/2 [==============================] - 0s 12ms/step >17, 526/693, d1=0.422, d2=0.377 g=2.434 2/2 [==============================] - 0s 12ms/step >17, 527/693, d1=0.460, d2=0.401 g=2.140 2/2 [==============================] - 0s 12ms/step >17, 528/693, d1=0.371, d2=0.464 g=2.662 2/2 [==============================] - 0s 12ms/step >17, 529/693, d1=0.422, d2=0.475 g=2.322 2/2 [==============================] - 0s 12ms/step >17, 530/693, d1=0.509, d2=0.461 g=2.359 2/2 [==============================] - 0s 12ms/step >17, 531/693, d1=0.486, d2=0.502 g=2.603 2/2 [==============================] - 0s 12ms/step >17, 532/693, d1=0.396, d2=0.458 g=2.289 2/2 [==============================] - 0s 13ms/step >17, 533/693, d1=0.445, d2=0.344 g=2.391 2/2 [==============================] - 0s 13ms/step >17, 534/693, d1=0.448, d2=0.334 g=2.544 2/2 [==============================] - 0s 13ms/step >17, 535/693, d1=0.373, d2=0.518 g=2.191 2/2 [==============================] - 0s 13ms/step >17, 536/693, d1=0.511, d2=0.407 g=2.639 2/2 [==============================] - 0s 12ms/step >17, 537/693, d1=0.469, d2=0.448 g=2.288 2/2 [==============================] - 0s 13ms/step >17, 538/693, d1=0.464, d2=0.475 g=2.258 2/2 [==============================] - 0s 14ms/step >17, 539/693, d1=0.564, d2=0.370 g=2.048 2/2 [==============================] - 0s 13ms/step >17, 540/693, d1=0.517, d2=0.453 g=1.750 2/2 [==============================] - 0s 13ms/step >17, 541/693, d1=0.415, d2=0.465 g=2.015 2/2 [==============================] - 0s 12ms/step >17, 542/693, d1=0.442, d2=0.398 g=3.254 2/2 [==============================] - 0s 13ms/step >17, 543/693, d1=0.570, d2=0.354 g=2.888 2/2 [==============================] - 0s 12ms/step >17, 544/693, d1=0.397, d2=0.463 g=2.615 2/2 [==============================] - 0s 12ms/step >17, 545/693, d1=0.478, d2=0.545 g=2.041 2/2 [==============================] - 0s 13ms/step >17, 546/693, d1=0.530, d2=0.531 g=2.053 2/2 [==============================] - 0s 15ms/step >17, 547/693, d1=0.541, d2=0.464 g=2.220 2/2 [==============================] - 0s 12ms/step >17, 548/693, d1=0.406, d2=0.421 g=2.607 2/2 [==============================] - 0s 12ms/step >17, 549/693, d1=0.496, d2=0.397 g=2.519 2/2 [==============================] - 0s 13ms/step >17, 550/693, d1=0.434, d2=0.509 g=2.789 2/2 [==============================] - 0s 13ms/step >17, 551/693, d1=0.619, d2=0.534 g=2.086 2/2 [==============================] - 0s 13ms/step >17, 552/693, d1=0.473, d2=0.447 g=2.354 2/2 [==============================] - 0s 12ms/step >17, 553/693, d1=0.380, d2=0.413 g=2.504 2/2 [==============================] - 0s 12ms/step >17, 554/693, d1=0.438, d2=0.417 g=2.490 2/2 [==============================] - 0s 13ms/step >17, 555/693, d1=0.430, d2=0.362 g=1.947 2/2 [==============================] - 0s 13ms/step >17, 556/693, d1=0.435, d2=0.491 g=2.371 2/2 [==============================] - 0s 14ms/step >17, 557/693, d1=0.592, d2=0.590 g=2.746 2/2 [==============================] - 0s 13ms/step >17, 558/693, d1=0.433, d2=0.379 g=2.675 2/2 [==============================] - 0s 11ms/step >17, 559/693, d1=0.519, d2=0.363 g=2.937 2/2 [==============================] - 0s 12ms/step >17, 560/693, d1=0.461, d2=0.490 g=2.553 2/2 [==============================] - 0s 14ms/step >17, 561/693, d1=0.368, d2=0.523 g=2.543 2/2 [==============================] - 0s 12ms/step >17, 562/693, d1=0.609, d2=0.385 g=2.510 2/2 [==============================] - 0s 11ms/step >17, 563/693, d1=0.436, d2=0.556 g=2.808 2/2 [==============================] - 0s 13ms/step >17, 564/693, d1=0.426, d2=0.509 g=3.270 2/2 [==============================] - 0s 12ms/step >17, 565/693, d1=0.619, d2=0.335 g=1.912 2/2 [==============================] - 0s 12ms/step >17, 566/693, d1=0.450, d2=0.439 g=2.524 2/2 [==============================] - 0s 13ms/step >17, 567/693, d1=0.530, d2=0.504 g=2.291 2/2 [==============================] - 0s 13ms/step >17, 568/693, d1=0.460, d2=0.387 g=2.029 2/2 [==============================] - 0s 13ms/step >17, 569/693, d1=0.407, d2=0.379 g=1.666 2/2 [==============================] - 0s 13ms/step >17, 570/693, d1=0.414, d2=0.354 g=2.165 2/2 [==============================] - 0s 13ms/step >17, 571/693, d1=0.573, d2=0.534 g=1.926 2/2 [==============================] - 0s 13ms/step >17, 572/693, d1=0.381, d2=0.519 g=2.037 2/2 [==============================] - 0s 12ms/step >17, 573/693, d1=0.641, d2=0.485 g=2.600 2/2 [==============================] - 0s 14ms/step >17, 574/693, d1=0.528, d2=0.443 g=2.262 2/2 [==============================] - 0s 13ms/step >17, 575/693, d1=0.514, d2=0.599 g=2.814 2/2 [==============================] - 0s 12ms/step >17, 576/693, d1=0.454, d2=0.460 g=2.692 2/2 [==============================] - 0s 12ms/step >17, 577/693, d1=0.502, d2=0.359 g=2.780 2/2 [==============================] - 0s 13ms/step >17, 578/693, d1=0.453, d2=0.498 g=2.013 2/2 [==============================] - 0s 11ms/step >17, 579/693, d1=0.514, d2=0.501 g=2.483 2/2 [==============================] - 0s 12ms/step >17, 580/693, d1=0.489, d2=0.429 g=2.722 2/2 [==============================] - 0s 13ms/step >17, 581/693, d1=0.650, d2=0.459 g=1.790 2/2 [==============================] - 0s 13ms/step >17, 582/693, d1=0.356, d2=0.501 g=2.668 2/2 [==============================] - 0s 13ms/step >17, 583/693, d1=0.696, d2=0.429 g=2.292 2/2 [==============================] - 0s 14ms/step >17, 584/693, d1=0.430, d2=0.499 g=2.350 2/2 [==============================] - 0s 13ms/step >17, 585/693, d1=0.482, d2=0.391 g=2.346 2/2 [==============================] - 0s 13ms/step >17, 586/693, d1=0.488, d2=0.444 g=1.510 2/2 [==============================] - 0s 12ms/step >17, 587/693, d1=0.440, d2=0.500 g=2.178 2/2 [==============================] - 0s 12ms/step >17, 588/693, d1=0.370, d2=0.488 g=2.123 2/2 [==============================] - 0s 12ms/step >17, 589/693, d1=0.454, d2=0.351 g=2.462 2/2 [==============================] - 0s 11ms/step >17, 590/693, d1=0.555, d2=0.377 g=2.511 2/2 [==============================] - 0s 12ms/step >17, 591/693, d1=0.468, d2=0.525 g=2.297 2/2 [==============================] - 0s 14ms/step >17, 592/693, d1=0.533, d2=0.394 g=3.170 2/2 [==============================] - 0s 13ms/step >17, 593/693, d1=0.523, d2=0.513 g=2.182 2/2 [==============================] - 0s 12ms/step >17, 594/693, d1=0.522, d2=0.571 g=2.779 2/2 [==============================] - 0s 12ms/step >17, 595/693, d1=0.468, d2=0.398 g=2.124 2/2 [==============================] - 0s 13ms/step >17, 596/693, d1=0.562, d2=0.485 g=2.159 2/2 [==============================] - 0s 11ms/step >17, 597/693, d1=0.650, d2=0.406 g=2.725 2/2 [==============================] - 0s 13ms/step >17, 598/693, d1=0.512, d2=0.486 g=2.030 2/2 [==============================] - 0s 14ms/step >17, 599/693, d1=0.566, d2=0.449 g=2.556 2/2 [==============================] - 0s 13ms/step >17, 600/693, d1=0.492, d2=0.467 g=2.073 2/2 [==============================] - 0s 12ms/step >17, 601/693, d1=0.412, d2=0.435 g=1.796 2/2 [==============================] - 0s 13ms/step >17, 602/693, d1=0.382, d2=0.471 g=2.546 2/2 [==============================] - 0s 12ms/step >17, 603/693, d1=0.424, d2=0.414 g=2.860 2/2 [==============================] - 0s 12ms/step >17, 604/693, d1=0.504, d2=0.338 g=2.269 2/2 [==============================] - 0s 12ms/step >17, 605/693, d1=0.404, d2=0.500 g=2.647 2/2 [==============================] - 0s 14ms/step >17, 606/693, d1=0.517, d2=0.485 g=1.681 2/2 [==============================] - 0s 14ms/step >17, 607/693, d1=0.545, d2=0.470 g=2.598 2/2 [==============================] - 0s 13ms/step >17, 608/693, d1=0.504, d2=0.532 g=1.961 2/2 [==============================] - 0s 13ms/step >17, 609/693, d1=0.459, d2=0.480 g=1.993 2/2 [==============================] - 0s 13ms/step >17, 610/693, d1=0.544, d2=0.407 g=2.204 2/2 [==============================] - 0s 12ms/step >17, 611/693, d1=0.534, d2=0.525 g=2.802 2/2 [==============================] - 0s 13ms/step >17, 612/693, d1=0.496, d2=0.495 g=1.989 2/2 [==============================] - 0s 12ms/step >17, 613/693, d1=0.576, d2=0.440 g=2.341 2/2 [==============================] - 0s 13ms/step >17, 614/693, d1=0.417, d2=0.469 g=2.267 2/2 [==============================] - 0s 13ms/step >17, 615/693, d1=0.445, d2=0.446 g=2.512 2/2 [==============================] - 0s 11ms/step >17, 616/693, d1=0.566, d2=0.449 g=2.108 2/2 [==============================] - 0s 12ms/step >17, 617/693, d1=0.412, d2=0.376 g=2.526 2/2 [==============================] - 0s 12ms/step >17, 618/693, d1=0.514, d2=0.393 g=2.515 2/2 [==============================] - 0s 13ms/step >17, 619/693, d1=0.518, d2=0.402 g=2.002 2/2 [==============================] - 0s 14ms/step >17, 620/693, d1=0.400, d2=0.391 g=2.363 2/2 [==============================] - 0s 13ms/step >17, 621/693, d1=0.392, d2=0.384 g=2.437 2/2 [==============================] - 0s 13ms/step >17, 622/693, d1=0.401, d2=0.608 g=2.375 2/2 [==============================] - 0s 14ms/step >17, 623/693, d1=0.559, d2=0.401 g=2.414 2/2 [==============================] - 0s 14ms/step >17, 624/693, d1=0.494, d2=0.464 g=2.323 2/2 [==============================] - 0s 13ms/step >17, 625/693, d1=0.507, d2=0.535 g=2.491 2/2 [==============================] - 0s 14ms/step >17, 626/693, d1=0.547, d2=0.399 g=1.944 2/2 [==============================] - 0s 13ms/step >17, 627/693, d1=0.445, d2=0.464 g=1.907 2/2 [==============================] - 0s 12ms/step >17, 628/693, d1=0.512, d2=0.497 g=2.386 2/2 [==============================] - 0s 13ms/step >17, 629/693, d1=0.558, d2=0.423 g=2.178 2/2 [==============================] - 0s 14ms/step >17, 630/693, d1=0.591, d2=0.508 g=3.138 2/2 [==============================] - 0s 14ms/step >17, 631/693, d1=0.398, d2=0.378 g=2.137 2/2 [==============================] - 0s 13ms/step >17, 632/693, d1=0.445, d2=0.421 g=2.950 2/2 [==============================] - 0s 13ms/step >17, 633/693, d1=0.425, d2=0.436 g=2.349 2/2 [==============================] - 0s 14ms/step >17, 634/693, d1=0.743, d2=0.432 g=1.984 2/2 [==============================] - 0s 13ms/step >17, 635/693, d1=0.428, d2=0.474 g=2.681 2/2 [==============================] - 0s 13ms/step >17, 636/693, d1=0.456, d2=0.424 g=2.439 2/2 [==============================] - 0s 13ms/step >17, 637/693, d1=0.459, d2=0.552 g=2.029 2/2 [==============================] - 0s 13ms/step >17, 638/693, d1=0.540, d2=0.377 g=2.302 2/2 [==============================] - 0s 13ms/step >17, 639/693, d1=0.434, d2=0.439 g=2.620 2/2 [==============================] - 0s 13ms/step >17, 640/693, d1=0.448, d2=0.389 g=2.565 2/2 [==============================] - 0s 12ms/step >17, 641/693, d1=0.485, d2=0.485 g=1.831 2/2 [==============================] - 0s 12ms/step >17, 642/693, d1=0.375, d2=0.448 g=2.417 2/2 [==============================] - 0s 13ms/step >17, 643/693, d1=0.606, d2=0.442 g=2.224 2/2 [==============================] - 0s 13ms/step >17, 644/693, d1=0.428, d2=0.535 g=2.930 2/2 [==============================] - 0s 12ms/step >17, 645/693, d1=0.507, d2=0.565 g=1.914 2/2 [==============================] - 0s 12ms/step >17, 646/693, d1=0.672, d2=0.384 g=2.158 2/2 [==============================] - 0s 11ms/step >17, 647/693, d1=0.532, d2=0.524 g=2.386 2/2 [==============================] - 0s 13ms/step >17, 648/693, d1=0.570, d2=0.528 g=1.927 2/2 [==============================] - 0s 13ms/step >17, 649/693, d1=0.460, d2=0.439 g=2.418 2/2 [==============================] - 0s 12ms/step >17, 650/693, d1=0.473, d2=0.505 g=2.905 2/2 [==============================] - 0s 13ms/step >17, 651/693, d1=0.657, d2=0.515 g=2.411 2/2 [==============================] - 0s 13ms/step >17, 652/693, d1=0.319, d2=0.503 g=2.206 2/2 [==============================] - 0s 12ms/step >17, 653/693, d1=0.451, d2=0.352 g=2.122 2/2 [==============================] - 0s 13ms/step >17, 654/693, d1=0.334, d2=0.290 g=1.943 2/2 [==============================] - 0s 13ms/step >17, 655/693, d1=0.648, d2=0.541 g=2.520 2/2 [==============================] - 0s 12ms/step >17, 656/693, d1=0.471, d2=0.470 g=2.039 2/2 [==============================] - 0s 13ms/step >17, 657/693, d1=0.503, d2=0.441 g=1.664 2/2 [==============================] - 0s 12ms/step >17, 658/693, d1=0.476, d2=0.497 g=2.002 2/2 [==============================] - 0s 11ms/step >17, 659/693, d1=0.347, d2=0.358 g=1.840 2/2 [==============================] - 0s 14ms/step >17, 660/693, d1=0.523, d2=0.445 g=2.496 2/2 [==============================] - 0s 14ms/step >17, 661/693, d1=0.587, d2=0.411 g=2.390 2/2 [==============================] - 0s 13ms/step >17, 662/693, d1=0.475, d2=0.454 g=2.160 2/2 [==============================] - 0s 13ms/step >17, 663/693, d1=0.442, d2=0.537 g=2.179 2/2 [==============================] - 0s 12ms/step >17, 664/693, d1=0.600, d2=0.418 g=2.217 2/2 [==============================] - 0s 12ms/step >17, 665/693, d1=0.409, d2=0.440 g=2.295 2/2 [==============================] - 0s 12ms/step >17, 666/693, d1=0.480, d2=0.502 g=2.148 2/2 [==============================] - 0s 14ms/step >17, 667/693, d1=0.584, d2=0.478 g=2.528 2/2 [==============================] - 0s 14ms/step >17, 668/693, d1=0.402, d2=0.441 g=2.278 2/2 [==============================] - 0s 14ms/step >17, 669/693, d1=0.509, d2=0.410 g=1.989 2/2 [==============================] - 0s 13ms/step >17, 670/693, d1=0.444, d2=0.387 g=2.589 2/2 [==============================] - 0s 12ms/step >17, 671/693, d1=0.447, d2=0.462 g=2.078 2/2 [==============================] - 0s 13ms/step >17, 672/693, d1=0.489, d2=0.459 g=2.487 2/2 [==============================] - 0s 14ms/step >17, 673/693, d1=0.470, d2=0.460 g=1.977 2/2 [==============================] - 0s 13ms/step >17, 674/693, d1=0.444, d2=0.509 g=2.475 2/2 [==============================] - 0s 14ms/step >17, 675/693, d1=0.484, d2=0.378 g=2.791 2/2 [==============================] - 0s 13ms/step >17, 676/693, d1=0.517, d2=0.420 g=2.301 2/2 [==============================] - 0s 13ms/step >17, 677/693, d1=0.587, d2=0.370 g=2.337 2/2 [==============================] - 0s 12ms/step >17, 678/693, d1=0.406, d2=0.573 g=1.864 2/2 [==============================] - 0s 14ms/step >17, 679/693, d1=0.448, d2=0.519 g=2.825 2/2 [==============================] - 0s 13ms/step >17, 680/693, d1=0.399, d2=0.434 g=2.240 2/2 [==============================] - 0s 12ms/step >17, 681/693, d1=0.546, d2=0.597 g=2.390 2/2 [==============================] - 0s 13ms/step >17, 682/693, d1=0.445, d2=0.435 g=2.035 2/2 [==============================] - 0s 12ms/step >17, 683/693, d1=0.557, d2=0.380 g=2.448 2/2 [==============================] - 0s 13ms/step >17, 684/693, d1=0.498, d2=0.378 g=2.940 2/2 [==============================] - 0s 12ms/step >17, 685/693, d1=0.487, d2=0.497 g=1.808 2/2 [==============================] - 0s 12ms/step >17, 686/693, d1=0.407, d2=0.456 g=2.024 2/2 [==============================] - 0s 11ms/step >17, 687/693, d1=0.590, d2=0.499 g=2.280 2/2 [==============================] - 0s 12ms/step >17, 688/693, d1=0.449, d2=0.414 g=2.252 2/2 [==============================] - 0s 12ms/step >17, 689/693, d1=0.534, d2=0.553 g=2.425 2/2 [==============================] - 0s 13ms/step >17, 690/693, d1=0.567, d2=0.374 g=2.280 2/2 [==============================] - 0s 11ms/step >17, 691/693, d1=0.482, d2=0.519 g=2.165 2/2 [==============================] - 0s 12ms/step >17, 692/693, d1=0.425, d2=0.437 g=2.494 2/2 [==============================] - 0s 14ms/step >17, 693/693, d1=0.492, d2=0.461 g=2.716 2/2 [==============================] - 0s 14ms/step >18, 1/693, d1=0.418, d2=0.437 g=2.229 2/2 [==============================] - 0s 14ms/step >18, 2/693, d1=0.520, d2=0.414 g=2.476 2/2 [==============================] - 0s 13ms/step >18, 3/693, d1=0.533, d2=0.456 g=2.121 2/2 [==============================] - 0s 14ms/step >18, 4/693, d1=0.599, d2=0.592 g=2.280 2/2 [==============================] - 0s 14ms/step >18, 5/693, d1=0.424, d2=0.451 g=2.447 2/2 [==============================] - 0s 12ms/step >18, 6/693, d1=0.528, d2=0.436 g=2.270 2/2 [==============================] - 0s 13ms/step >18, 7/693, d1=0.443, d2=0.453 g=2.509 2/2 [==============================] - 0s 14ms/step >18, 8/693, d1=0.476, d2=0.343 g=2.595 2/2 [==============================] - 0s 11ms/step >18, 9/693, d1=0.378, d2=0.390 g=2.482 2/2 [==============================] - 0s 14ms/step >18, 10/693, d1=0.425, d2=0.432 g=1.975 2/2 [==============================] - 0s 12ms/step >18, 11/693, d1=0.339, d2=0.469 g=1.818 2/2 [==============================] - 0s 13ms/step >18, 12/693, d1=0.631, d2=0.425 g=2.007 2/2 [==============================] - 0s 12ms/step >18, 13/693, d1=0.489, d2=0.435 g=2.119 2/2 [==============================] - 0s 11ms/step >18, 14/693, d1=0.463, d2=0.427 g=2.260 2/2 [==============================] - 0s 14ms/step >18, 15/693, d1=0.383, d2=0.447 g=1.932 2/2 [==============================] - 0s 12ms/step >18, 16/693, d1=0.451, d2=0.421 g=1.919 2/2 [==============================] - 0s 11ms/step >18, 17/693, d1=0.604, d2=0.473 g=2.265 2/2 [==============================] - 0s 13ms/step >18, 18/693, d1=0.426, d2=0.520 g=2.369 2/2 [==============================] - 0s 13ms/step >18, 19/693, d1=0.423, d2=0.491 g=2.718 2/2 [==============================] - 0s 13ms/step >18, 20/693, d1=0.505, d2=0.318 g=2.583 2/2 [==============================] - 0s 13ms/step >18, 21/693, d1=0.408, d2=0.454 g=1.823 2/2 [==============================] - 0s 11ms/step >18, 22/693, d1=0.378, d2=0.589 g=2.151 2/2 [==============================] - 0s 14ms/step >18, 23/693, d1=0.471, d2=0.470 g=2.691 2/2 [==============================] - 0s 13ms/step >18, 24/693, d1=0.567, d2=0.444 g=2.883 2/2 [==============================] - 0s 14ms/step >18, 25/693, d1=0.554, d2=0.452 g=2.543 2/2 [==============================] - 0s 14ms/step >18, 26/693, d1=0.394, d2=0.468 g=2.039 2/2 [==============================] - 0s 18ms/step >18, 27/693, d1=0.439, d2=0.377 g=2.256 2/2 [==============================] - 0s 14ms/step >18, 28/693, d1=0.469, d2=0.401 g=2.324 2/2 [==============================] - 0s 13ms/step >18, 29/693, d1=0.531, d2=0.360 g=2.025 2/2 [==============================] - 0s 15ms/step >18, 30/693, d1=0.367, d2=0.690 g=2.627 2/2 [==============================] - 0s 14ms/step >18, 31/693, d1=0.523, d2=0.383 g=2.169 2/2 [==============================] - 0s 13ms/step >18, 32/693, d1=0.552, d2=0.333 g=2.601 2/2 [==============================] - 0s 13ms/step >18, 33/693, d1=0.462, d2=0.478 g=2.292 2/2 [==============================] - 0s 11ms/step >18, 34/693, d1=0.493, d2=0.393 g=2.133 2/2 [==============================] - 0s 13ms/step >18, 35/693, d1=0.534, d2=0.415 g=1.957 2/2 [==============================] - 0s 13ms/step >18, 36/693, d1=0.490, d2=0.600 g=1.718 2/2 [==============================] - 0s 12ms/step >18, 37/693, d1=0.536, d2=0.433 g=1.894 2/2 [==============================] - 0s 12ms/step >18, 38/693, d1=0.466, d2=0.429 g=2.207 2/2 [==============================] - 0s 11ms/step >18, 39/693, d1=0.439, d2=0.463 g=2.434 2/2 [==============================] - 0s 12ms/step >18, 40/693, d1=0.410, d2=0.421 g=2.121 2/2 [==============================] - 0s 13ms/step >18, 41/693, d1=0.597, d2=0.385 g=2.309 2/2 [==============================] - 0s 12ms/step >18, 42/693, d1=0.416, d2=0.507 g=1.888 2/2 [==============================] - 0s 13ms/step >18, 43/693, d1=0.563, d2=0.453 g=1.905 2/2 [==============================] - 0s 14ms/step >18, 44/693, d1=0.317, d2=0.398 g=2.116 2/2 [==============================] - 0s 13ms/step >18, 45/693, d1=0.425, d2=0.376 g=2.852 2/2 [==============================] - 0s 12ms/step >18, 46/693, d1=0.590, d2=0.422 g=2.242 2/2 [==============================] - 0s 11ms/step >18, 47/693, d1=0.559, d2=0.433 g=2.013 2/2 [==============================] - 0s 13ms/step >18, 48/693, d1=0.397, d2=0.580 g=1.842 2/2 [==============================] - 0s 14ms/step >18, 49/693, d1=0.371, d2=0.506 g=2.338 2/2 [==============================] - 0s 13ms/step >18, 50/693, d1=0.614, d2=0.436 g=2.431 2/2 [==============================] - 0s 12ms/step >18, 51/693, d1=0.443, d2=0.402 g=1.995 2/2 [==============================] - 0s 13ms/step >18, 52/693, d1=0.552, d2=0.471 g=2.376 2/2 [==============================] - 0s 13ms/step >18, 53/693, d1=0.636, d2=0.436 g=2.056 2/2 [==============================] - 0s 12ms/step >18, 54/693, d1=0.454, d2=0.447 g=2.155 2/2 [==============================] - 0s 11ms/step >18, 55/693, d1=0.452, d2=0.582 g=1.812 2/2 [==============================] - 0s 13ms/step >18, 56/693, d1=0.468, d2=0.344 g=2.811 2/2 [==============================] - 0s 14ms/step >18, 57/693, d1=0.476, d2=0.360 g=2.159 2/2 [==============================] - 0s 12ms/step >18, 58/693, d1=0.415, d2=0.530 g=1.783 2/2 [==============================] - 0s 14ms/step >18, 59/693, d1=0.351, d2=0.282 g=2.001 2/2 [==============================] - 0s 14ms/step >18, 60/693, d1=0.486, d2=0.498 g=2.611 2/2 [==============================] - 0s 14ms/step >18, 61/693, d1=0.493, d2=0.425 g=2.299 2/2 [==============================] - 0s 12ms/step >18, 62/693, d1=0.521, d2=0.389 g=1.933 2/2 [==============================] - 0s 12ms/step >18, 63/693, d1=0.643, d2=0.542 g=2.102 2/2 [==============================] - 0s 12ms/step >18, 64/693, d1=0.305, d2=0.376 g=2.144 2/2 [==============================] - 0s 13ms/step >18, 65/693, d1=0.648, d2=0.554 g=1.749 2/2 [==============================] - 0s 13ms/step >18, 66/693, d1=0.412, d2=0.488 g=2.013 2/2 [==============================] - 0s 13ms/step >18, 67/693, d1=0.419, d2=0.372 g=2.304 2/2 [==============================] - 0s 13ms/step >18, 68/693, d1=0.618, d2=0.433 g=2.975 2/2 [==============================] - 0s 12ms/step >18, 69/693, d1=0.315, d2=0.513 g=2.749 2/2 [==============================] - 0s 12ms/step >18, 70/693, d1=0.630, d2=0.538 g=2.319 2/2 [==============================] - 0s 12ms/step >18, 71/693, d1=0.585, d2=0.357 g=2.580 2/2 [==============================] - 0s 14ms/step >18, 72/693, d1=0.606, d2=0.581 g=1.958 2/2 [==============================] - 0s 13ms/step >18, 73/693, d1=0.430, d2=0.526 g=2.434 2/2 [==============================] - 0s 12ms/step >18, 74/693, d1=0.608, d2=0.518 g=2.567 2/2 [==============================] - 0s 13ms/step >18, 75/693, d1=0.476, d2=0.564 g=2.054 2/2 [==============================] - 0s 13ms/step >18, 76/693, d1=0.417, d2=0.327 g=2.013 2/2 [==============================] - 0s 12ms/step >18, 77/693, d1=0.440, d2=0.259 g=1.854 2/2 [==============================] - 0s 13ms/step >18, 78/693, d1=0.600, d2=0.459 g=2.038 2/2 [==============================] - 0s 13ms/step >18, 79/693, d1=0.452, d2=0.479 g=2.332 2/2 [==============================] - 0s 11ms/step >18, 80/693, d1=0.402, d2=0.418 g=2.347 2/2 [==============================] - 0s 12ms/step >18, 81/693, d1=0.561, d2=0.456 g=2.285 2/2 [==============================] - 0s 12ms/step >18, 82/693, d1=0.476, d2=0.488 g=2.778 2/2 [==============================] - 0s 14ms/step >18, 83/693, d1=0.452, d2=0.493 g=2.008 2/2 [==============================] - 0s 13ms/step >18, 84/693, d1=0.376, d2=0.456 g=2.257 2/2 [==============================] - 0s 13ms/step >18, 85/693, d1=0.432, d2=0.350 g=2.030 2/2 [==============================] - 0s 13ms/step >18, 86/693, d1=0.562, d2=0.443 g=2.192 2/2 [==============================] - 0s 14ms/step >18, 87/693, d1=0.472, d2=0.616 g=2.395 2/2 [==============================] - 0s 14ms/step >18, 88/693, d1=0.449, d2=0.424 g=2.462 2/2 [==============================] - 0s 13ms/step >18, 89/693, d1=0.540, d2=0.472 g=2.796 2/2 [==============================] - 0s 13ms/step >18, 90/693, d1=0.475, d2=0.401 g=2.208 2/2 [==============================] - 0s 13ms/step >18, 91/693, d1=0.520, d2=0.515 g=1.961 2/2 [==============================] - 0s 12ms/step >18, 92/693, d1=0.553, d2=0.502 g=2.573 2/2 [==============================] - 0s 12ms/step >18, 93/693, d1=0.507, d2=0.401 g=2.114 2/2 [==============================] - 0s 12ms/step >18, 94/693, d1=0.505, d2=0.395 g=2.481 2/2 [==============================] - 0s 12ms/step >18, 95/693, d1=0.383, d2=0.488 g=2.544 2/2 [==============================] - 0s 12ms/step >18, 96/693, d1=0.456, d2=0.443 g=1.685 2/2 [==============================] - 0s 13ms/step >18, 97/693, d1=0.581, d2=0.384 g=1.929 2/2 [==============================] - 0s 13ms/step >18, 98/693, d1=0.403, d2=0.598 g=1.781 2/2 [==============================] - 0s 13ms/step >18, 99/693, d1=0.546, d2=0.429 g=2.658 2/2 [==============================] - 0s 12ms/step >18, 100/693, d1=0.470, d2=0.465 g=2.900 2/2 [==============================] - 0s 12ms/step >18, 101/693, d1=0.533, d2=0.484 g=2.139 2/2 [==============================] - 0s 14ms/step >18, 102/693, d1=0.586, d2=0.440 g=2.528 2/2 [==============================] - 0s 14ms/step >18, 103/693, d1=0.387, d2=0.472 g=1.922 2/2 [==============================] - 0s 15ms/step >18, 104/693, d1=0.545, d2=0.397 g=2.402 2/2 [==============================] - 0s 14ms/step >18, 105/693, d1=0.490, d2=0.546 g=2.301 2/2 [==============================] - 0s 14ms/step >18, 106/693, d1=0.415, d2=0.431 g=2.638 2/2 [==============================] - 0s 13ms/step >18, 107/693, d1=0.588, d2=0.367 g=2.114 2/2 [==============================] - 0s 12ms/step >18, 108/693, d1=0.551, d2=0.398 g=2.115 2/2 [==============================] - 0s 11ms/step >18, 109/693, d1=0.417, d2=0.467 g=2.112 2/2 [==============================] - 0s 12ms/step >18, 110/693, d1=0.577, d2=0.414 g=2.079 2/2 [==============================] - 0s 12ms/step >18, 111/693, d1=0.502, d2=0.495 g=2.139 2/2 [==============================] - 0s 14ms/step >18, 112/693, d1=0.581, d2=0.626 g=2.220 2/2 [==============================] - 0s 13ms/step >18, 113/693, d1=0.498, d2=0.485 g=2.501 2/2 [==============================] - 0s 13ms/step >18, 114/693, d1=0.586, d2=0.491 g=2.199 2/2 [==============================] - 0s 12ms/step >18, 115/693, d1=0.515, d2=0.446 g=2.079 2/2 [==============================] - 0s 12ms/step >18, 116/693, d1=0.445, d2=0.464 g=2.069 2/2 [==============================] - 0s 12ms/step >18, 117/693, d1=0.562, d2=0.436 g=2.538 2/2 [==============================] - 0s 12ms/step >18, 118/693, d1=0.463, d2=0.414 g=2.510 2/2 [==============================] - 0s 13ms/step >18, 119/693, d1=0.451, d2=0.570 g=1.988 2/2 [==============================] - 0s 13ms/step >18, 120/693, d1=0.626, d2=0.477 g=1.997 2/2 [==============================] - 0s 13ms/step >18, 121/693, d1=0.401, d2=0.532 g=1.983 2/2 [==============================] - 0s 13ms/step >18, 122/693, d1=0.545, d2=0.427 g=2.165 2/2 [==============================] - 0s 12ms/step >18, 123/693, d1=0.458, d2=0.531 g=2.018 2/2 [==============================] - 0s 12ms/step >18, 124/693, d1=0.493, d2=0.435 g=2.132 2/2 [==============================] - 0s 12ms/step >18, 125/693, d1=0.686, d2=0.492 g=2.248 2/2 [==============================] - 0s 14ms/step >18, 126/693, d1=0.440, d2=0.439 g=1.756 2/2 [==============================] - 0s 14ms/step >18, 127/693, d1=0.408, d2=0.388 g=2.379 2/2 [==============================] - 0s 14ms/step >18, 128/693, d1=0.584, d2=0.580 g=2.408 2/2 [==============================] - 0s 14ms/step >18, 129/693, d1=0.516, d2=0.478 g=2.077 2/2 [==============================] - 0s 13ms/step >18, 130/693, d1=0.405, d2=0.468 g=1.733 2/2 [==============================] - 0s 13ms/step >18, 131/693, d1=0.506, d2=0.500 g=2.141 2/2 [==============================] - 0s 12ms/step >18, 132/693, d1=0.497, d2=0.439 g=2.669 2/2 [==============================] - 0s 12ms/step >18, 133/693, d1=0.437, d2=0.383 g=2.025 2/2 [==============================] - 0s 13ms/step >18, 134/693, d1=0.470, d2=0.475 g=1.981 2/2 [==============================] - 0s 14ms/step >18, 135/693, d1=0.494, d2=0.417 g=2.125 2/2 [==============================] - 0s 13ms/step >18, 136/693, d1=0.556, d2=0.387 g=2.498 2/2 [==============================] - 0s 12ms/step >18, 137/693, d1=0.522, d2=0.450 g=2.153 2/2 [==============================] - 0s 13ms/step >18, 138/693, d1=0.437, d2=0.424 g=2.005 2/2 [==============================] - 0s 13ms/step >18, 139/693, d1=0.569, d2=0.383 g=1.964 2/2 [==============================] - 0s 14ms/step >18, 140/693, d1=0.506, d2=0.486 g=1.654 2/2 [==============================] - 0s 13ms/step >18, 141/693, d1=0.372, d2=0.514 g=1.758 2/2 [==============================] - 0s 13ms/step >18, 142/693, d1=0.495, d2=0.367 g=2.152 2/2 [==============================] - 0s 13ms/step >18, 143/693, d1=0.529, d2=0.525 g=2.456 2/2 [==============================] - 0s 14ms/step >18, 144/693, d1=0.355, d2=0.428 g=2.799 2/2 [==============================] - 0s 13ms/step >18, 145/693, d1=0.452, d2=0.461 g=2.843 2/2 [==============================] - 0s 14ms/step >18, 146/693, d1=0.577, d2=0.482 g=2.733 2/2 [==============================] - 0s 14ms/step >18, 147/693, d1=0.545, d2=0.405 g=1.668 2/2 [==============================] - 0s 14ms/step >18, 148/693, d1=0.451, d2=0.448 g=2.060 2/2 [==============================] - 0s 15ms/step >18, 149/693, d1=0.461, d2=0.362 g=2.531 2/2 [==============================] - 0s 14ms/step >18, 150/693, d1=0.405, d2=0.471 g=2.782 2/2 [==============================] - 0s 13ms/step >18, 151/693, d1=0.456, d2=0.459 g=2.021 2/2 [==============================] - 0s 13ms/step >18, 152/693, d1=0.421, d2=0.478 g=2.038 2/2 [==============================] - 0s 13ms/step >18, 153/693, d1=0.388, d2=0.418 g=2.302 2/2 [==============================] - 0s 13ms/step >18, 154/693, d1=0.516, d2=0.418 g=2.029 2/2 [==============================] - 0s 13ms/step >18, 155/693, d1=0.493, d2=0.469 g=2.238 2/2 [==============================] - 0s 13ms/step >18, 156/693, d1=0.452, d2=0.474 g=2.098 2/2 [==============================] - 0s 14ms/step >18, 157/693, d1=0.450, d2=0.452 g=2.631 2/2 [==============================] - 0s 16ms/step >18, 158/693, d1=0.531, d2=0.446 g=2.141 2/2 [==============================] - 0s 13ms/step >18, 159/693, d1=0.424, d2=0.463 g=2.697 2/2 [==============================] - 0s 13ms/step >18, 160/693, d1=0.370, d2=0.500 g=2.544 2/2 [==============================] - 0s 14ms/step >18, 161/693, d1=0.548, d2=0.337 g=2.218 2/2 [==============================] - 0s 12ms/step >18, 162/693, d1=0.477, d2=0.393 g=2.393 2/2 [==============================] - 0s 12ms/step >18, 163/693, d1=0.474, d2=0.579 g=2.049 2/2 [==============================] - 0s 12ms/step >18, 164/693, d1=0.579, d2=0.342 g=2.133 2/2 [==============================] - 0s 12ms/step >18, 165/693, d1=0.533, d2=0.430 g=1.801 2/2 [==============================] - 0s 11ms/step >18, 166/693, d1=0.421, d2=0.386 g=2.406 2/2 [==============================] - 0s 12ms/step >18, 167/693, d1=0.611, d2=0.453 g=1.834 2/2 [==============================] - 0s 12ms/step >18, 168/693, d1=0.420, d2=0.609 g=2.245 2/2 [==============================] - 0s 13ms/step >18, 169/693, d1=0.553, d2=0.453 g=1.834 2/2 [==============================] - 0s 14ms/step >18, 170/693, d1=0.493, d2=0.345 g=2.212 2/2 [==============================] - 0s 13ms/step >18, 171/693, d1=0.460, d2=0.476 g=2.028 2/2 [==============================] - 0s 14ms/step >18, 172/693, d1=0.459, d2=0.646 g=2.709 2/2 [==============================] - 0s 14ms/step >18, 173/693, d1=0.468, d2=0.345 g=2.518 2/2 [==============================] - 0s 12ms/step >18, 174/693, d1=0.560, d2=0.532 g=2.237 2/2 [==============================] - 0s 12ms/step >18, 175/693, d1=0.375, d2=0.401 g=2.149 2/2 [==============================] - 0s 13ms/step >18, 176/693, d1=0.437, d2=0.512 g=2.593 2/2 [==============================] - 0s 12ms/step >18, 177/693, d1=0.394, d2=0.391 g=2.506 2/2 [==============================] - 0s 13ms/step >18, 178/693, d1=0.505, d2=0.431 g=2.081 2/2 [==============================] - 0s 12ms/step >18, 179/693, d1=0.537, d2=0.453 g=2.040 2/2 [==============================] - 0s 14ms/step >18, 180/693, d1=0.395, d2=0.463 g=2.304 2/2 [==============================] - 0s 13ms/step >18, 181/693, d1=0.496, d2=0.426 g=2.158 2/2 [==============================] - 0s 13ms/step >18, 182/693, d1=0.515, d2=0.437 g=2.181 2/2 [==============================] - 0s 13ms/step >18, 183/693, d1=0.508, d2=0.424 g=2.020 2/2 [==============================] - 0s 14ms/step >18, 184/693, d1=0.492, d2=0.633 g=2.266 2/2 [==============================] - 0s 13ms/step >18, 185/693, d1=0.673, d2=0.429 g=2.816 2/2 [==============================] - 0s 13ms/step >18, 186/693, d1=0.457, d2=0.478 g=1.879 2/2 [==============================] - 0s 13ms/step >18, 187/693, d1=0.466, d2=0.338 g=2.403 2/2 [==============================] - 0s 14ms/step >18, 188/693, d1=0.358, d2=0.429 g=2.092 2/2 [==============================] - 0s 13ms/step >18, 189/693, d1=0.587, d2=0.424 g=2.103 2/2 [==============================] - 0s 13ms/step >18, 190/693, d1=0.489, d2=0.476 g=2.562 2/2 [==============================] - 0s 13ms/step >18, 191/693, d1=0.444, d2=0.478 g=2.456 2/2 [==============================] - 0s 13ms/step >18, 192/693, d1=0.367, d2=0.446 g=2.137 2/2 [==============================] - 0s 12ms/step >18, 193/693, d1=0.483, d2=0.415 g=2.579 2/2 [==============================] - 0s 12ms/step >18, 194/693, d1=0.599, d2=0.386 g=2.501 2/2 [==============================] - 0s 15ms/step >18, 195/693, d1=0.458, d2=0.587 g=2.105 2/2 [==============================] - 0s 13ms/step >18, 196/693, d1=0.541, d2=0.379 g=2.402 2/2 [==============================] - 0s 14ms/step >18, 197/693, d1=0.593, d2=0.521 g=2.277 2/2 [==============================] - 0s 13ms/step >18, 198/693, d1=0.494, d2=0.476 g=1.621 2/2 [==============================] - 0s 13ms/step >18, 199/693, d1=0.427, d2=0.364 g=2.128 2/2 [==============================] - 0s 13ms/step >18, 200/693, d1=0.519, d2=0.472 g=2.036 2/2 [==============================] - 0s 13ms/step >18, 201/693, d1=0.587, d2=0.602 g=2.153 2/2 [==============================] - 0s 14ms/step >18, 202/693, d1=0.422, d2=0.393 g=2.339 2/2 [==============================] - 0s 14ms/step >18, 203/693, d1=0.568, d2=0.424 g=1.954 2/2 [==============================] - 0s 14ms/step >18, 204/693, d1=0.527, d2=0.462 g=2.369 2/2 [==============================] - 0s 13ms/step >18, 205/693, d1=0.440, d2=0.388 g=2.259 2/2 [==============================] - 0s 13ms/step >18, 206/693, d1=0.504, d2=0.503 g=2.179 2/2 [==============================] - 0s 13ms/step >18, 207/693, d1=0.463, d2=0.398 g=2.471 2/2 [==============================] - 0s 13ms/step >18, 208/693, d1=0.455, d2=0.396 g=1.868 2/2 [==============================] - 0s 13ms/step >18, 209/693, d1=0.540, d2=0.591 g=1.677 2/2 [==============================] - 0s 14ms/step >18, 210/693, d1=0.657, d2=0.504 g=2.320 2/2 [==============================] - 0s 12ms/step >18, 211/693, d1=0.486, d2=0.504 g=1.829 2/2 [==============================] - 0s 12ms/step >18, 212/693, d1=0.430, d2=0.551 g=2.405 2/2 [==============================] - 0s 12ms/step >18, 213/693, d1=0.523, d2=0.522 g=1.671 2/2 [==============================] - 0s 13ms/step >18, 214/693, d1=0.536, d2=0.335 g=2.062 2/2 [==============================] - 0s 13ms/step >18, 215/693, d1=0.489, d2=0.476 g=2.648 2/2 [==============================] - 0s 13ms/step >18, 216/693, d1=0.443, d2=0.436 g=2.208 2/2 [==============================] - 0s 12ms/step >18, 217/693, d1=0.387, d2=0.464 g=2.534 2/2 [==============================] - 0s 13ms/step >18, 218/693, d1=0.574, d2=0.396 g=2.261 2/2 [==============================] - 0s 14ms/step >18, 219/693, d1=0.494, d2=0.480 g=2.456 2/2 [==============================] - 0s 13ms/step >18, 220/693, d1=0.472, d2=0.576 g=2.354 2/2 [==============================] - 0s 13ms/step >18, 221/693, d1=0.494, d2=0.405 g=2.101 2/2 [==============================] - 0s 12ms/step >18, 222/693, d1=0.480, d2=0.390 g=2.393 2/2 [==============================] - 0s 12ms/step >18, 223/693, d1=0.431, d2=0.504 g=2.180 2/2 [==============================] - 0s 13ms/step >18, 224/693, d1=0.568, d2=0.446 g=1.627 2/2 [==============================] - 0s 12ms/step >18, 225/693, d1=0.430, d2=0.586 g=1.845 2/2 [==============================] - 0s 13ms/step >18, 226/693, d1=0.532, d2=0.399 g=1.986 2/2 [==============================] - 0s 13ms/step >18, 227/693, d1=0.607, d2=0.475 g=2.085 2/2 [==============================] - 0s 12ms/step >18, 228/693, d1=0.475, d2=0.523 g=2.126 2/2 [==============================] - 0s 13ms/step >18, 229/693, d1=0.460, d2=0.367 g=2.480 2/2 [==============================] - 0s 12ms/step >18, 230/693, d1=0.492, d2=0.582 g=2.202 2/2 [==============================] - 0s 12ms/step >18, 231/693, d1=0.519, d2=0.436 g=2.004 2/2 [==============================] - 0s 13ms/step >18, 232/693, d1=0.464, d2=0.528 g=2.605 2/2 [==============================] - 0s 12ms/step >18, 233/693, d1=0.405, d2=0.381 g=2.134 2/2 [==============================] - 0s 13ms/step >18, 234/693, d1=0.581, d2=0.568 g=2.448 2/2 [==============================] - 0s 13ms/step >18, 235/693, d1=0.492, d2=0.419 g=2.743 2/2 [==============================] - 0s 13ms/step >18, 236/693, d1=0.599, d2=0.449 g=2.095 2/2 [==============================] - 0s 13ms/step >18, 237/693, d1=0.444, d2=0.391 g=2.515 2/2 [==============================] - 0s 14ms/step >18, 238/693, d1=0.558, d2=0.476 g=2.250 2/2 [==============================] - 0s 12ms/step >18, 239/693, d1=0.457, d2=0.493 g=2.131 2/2 [==============================] - 0s 13ms/step >18, 240/693, d1=0.410, d2=0.502 g=2.042 2/2 [==============================] - 0s 13ms/step >18, 241/693, d1=0.513, d2=0.479 g=2.054 2/2 [==============================] - 0s 13ms/step >18, 242/693, d1=0.458, d2=0.441 g=1.954 2/2 [==============================] - 0s 13ms/step >18, 243/693, d1=0.533, d2=0.404 g=2.564 2/2 [==============================] - 0s 16ms/step >18, 244/693, d1=0.397, d2=0.397 g=2.314 2/2 [==============================] - 0s 12ms/step >18, 245/693, d1=0.539, d2=0.458 g=2.106 2/2 [==============================] - 0s 11ms/step >18, 246/693, d1=0.458, d2=0.438 g=2.174 2/2 [==============================] - 0s 13ms/step >18, 247/693, d1=0.490, d2=0.372 g=1.947 2/2 [==============================] - 0s 14ms/step >18, 248/693, d1=0.415, d2=0.435 g=2.362 2/2 [==============================] - 0s 14ms/step >18, 249/693, d1=0.439, d2=0.374 g=2.322 2/2 [==============================] - 0s 12ms/step >18, 250/693, d1=0.510, d2=0.456 g=1.602 2/2 [==============================] - 0s 13ms/step >18, 251/693, d1=0.482, d2=0.531 g=2.250 2/2 [==============================] - 0s 12ms/step >18, 252/693, d1=0.377, d2=0.492 g=2.353 2/2 [==============================] - 0s 13ms/step >18, 253/693, d1=0.526, d2=0.416 g=2.727 2/2 [==============================] - 0s 13ms/step >18, 254/693, d1=0.615, d2=0.279 g=1.885 2/2 [==============================] - 0s 13ms/step >18, 255/693, d1=0.598, d2=0.414 g=2.066 2/2 [==============================] - 0s 13ms/step >18, 256/693, d1=0.378, d2=0.534 g=2.256 2/2 [==============================] - 0s 12ms/step >18, 257/693, d1=0.504, d2=0.463 g=2.319 2/2 [==============================] - 0s 13ms/step >18, 258/693, d1=0.452, d2=0.509 g=2.653 2/2 [==============================] - 0s 11ms/step >18, 259/693, d1=0.642, d2=0.396 g=2.138 2/2 [==============================] - 0s 15ms/step >18, 260/693, d1=0.533, d2=0.529 g=2.172 2/2 [==============================] - 0s 13ms/step >18, 261/693, d1=0.458, d2=0.614 g=2.448 2/2 [==============================] - 0s 12ms/step >18, 262/693, d1=0.480, d2=0.426 g=2.734 2/2 [==============================] - 0s 13ms/step >18, 263/693, d1=0.511, d2=0.407 g=2.715 2/2 [==============================] - 0s 12ms/step >18, 264/693, d1=0.577, d2=0.435 g=2.368 2/2 [==============================] - 0s 13ms/step >18, 265/693, d1=0.531, d2=0.440 g=2.232 2/2 [==============================] - 0s 12ms/step >18, 266/693, d1=0.360, d2=0.372 g=2.422 2/2 [==============================] - 0s 13ms/step >18, 267/693, d1=0.468, d2=0.633 g=1.942 2/2 [==============================] - 0s 14ms/step >18, 268/693, d1=0.509, d2=0.451 g=2.620 2/2 [==============================] - 0s 14ms/step >18, 269/693, d1=0.483, d2=0.442 g=2.384 2/2 [==============================] - 0s 12ms/step >18, 270/693, d1=0.447, d2=0.487 g=2.316 2/2 [==============================] - 0s 12ms/step >18, 271/693, d1=0.470, d2=0.487 g=2.334 2/2 [==============================] - 0s 12ms/step >18, 272/693, d1=0.489, d2=0.404 g=2.205 2/2 [==============================] - 0s 12ms/step >18, 273/693, d1=0.459, d2=0.386 g=2.299 2/2 [==============================] - 0s 13ms/step >18, 274/693, d1=0.534, d2=0.596 g=2.299 2/2 [==============================] - 0s 13ms/step >18, 275/693, d1=0.599, d2=0.381 g=1.870 2/2 [==============================] - 0s 14ms/step >18, 276/693, d1=0.388, d2=0.527 g=2.081 2/2 [==============================] - 0s 13ms/step >18, 277/693, d1=0.548, d2=0.392 g=2.339 2/2 [==============================] - 0s 11ms/step >18, 278/693, d1=0.415, d2=0.519 g=1.979 2/2 [==============================] - 0s 12ms/step >18, 279/693, d1=0.489, d2=0.413 g=1.796 2/2 [==============================] - 0s 12ms/step >18, 280/693, d1=0.555, d2=0.481 g=2.413 2/2 [==============================] - 0s 11ms/step >18, 281/693, d1=0.451, d2=0.454 g=2.505 2/2 [==============================] - 0s 12ms/step >18, 282/693, d1=0.393, d2=0.365 g=2.614 2/2 [==============================] - 0s 13ms/step >18, 283/693, d1=0.503, d2=0.381 g=2.173 2/2 [==============================] - 0s 14ms/step >18, 284/693, d1=0.493, d2=0.498 g=2.166 2/2 [==============================] - 0s 14ms/step >18, 285/693, d1=0.456, d2=0.453 g=2.670 2/2 [==============================] - 0s 12ms/step >18, 286/693, d1=0.501, d2=0.554 g=2.567 2/2 [==============================] - 0s 12ms/step >18, 287/693, d1=0.458, d2=0.459 g=2.280 2/2 [==============================] - 0s 13ms/step >18, 288/693, d1=0.552, d2=0.402 g=1.955 2/2 [==============================] - 0s 12ms/step >18, 289/693, d1=0.416, d2=0.360 g=1.848 2/2 [==============================] - 0s 12ms/step >18, 290/693, d1=0.499, d2=0.486 g=2.188 2/2 [==============================] - 0s 13ms/step >18, 291/693, d1=0.333, d2=0.478 g=2.139 2/2 [==============================] - 0s 14ms/step >18, 292/693, d1=0.566, d2=0.358 g=3.031 2/2 [==============================] - 0s 12ms/step >18, 293/693, d1=0.512, d2=0.440 g=2.202 2/2 [==============================] - 0s 14ms/step >18, 294/693, d1=0.452, d2=0.539 g=2.037 2/2 [==============================] - 0s 13ms/step >18, 295/693, d1=0.541, d2=0.484 g=3.161 2/2 [==============================] - 0s 13ms/step >18, 296/693, d1=0.561, d2=0.377 g=2.258 2/2 [==============================] - 0s 14ms/step >18, 297/693, d1=0.527, d2=0.471 g=3.239 2/2 [==============================] - 0s 12ms/step >18, 298/693, d1=0.523, d2=0.412 g=2.763 2/2 [==============================] - 0s 12ms/step >18, 299/693, d1=0.291, d2=0.427 g=2.583 2/2 [==============================] - 0s 14ms/step >18, 300/693, d1=0.448, d2=0.535 g=2.606 2/2 [==============================] - 0s 14ms/step >18, 301/693, d1=0.464, d2=0.435 g=2.090 2/2 [==============================] - 0s 13ms/step >18, 302/693, d1=0.581, d2=0.412 g=2.540 2/2 [==============================] - 0s 13ms/step >18, 303/693, d1=0.438, d2=0.468 g=2.804 2/2 [==============================] - 0s 13ms/step >18, 304/693, d1=0.424, d2=0.588 g=2.438 2/2 [==============================] - 0s 13ms/step >18, 305/693, d1=0.632, d2=0.488 g=2.463 2/2 [==============================] - 0s 12ms/step >18, 306/693, d1=0.526, d2=0.375 g=2.270 2/2 [==============================] - 0s 15ms/step >18, 307/693, d1=0.475, d2=0.516 g=2.485 2/2 [==============================] - 0s 15ms/step >18, 308/693, d1=0.519, d2=0.414 g=2.103 2/2 [==============================] - 0s 14ms/step >18, 309/693, d1=0.440, d2=0.391 g=2.068 2/2 [==============================] - 0s 13ms/step >18, 310/693, d1=0.563, d2=0.403 g=2.090 2/2 [==============================] - 0s 13ms/step >18, 311/693, d1=0.528, d2=0.385 g=2.201 2/2 [==============================] - 0s 13ms/step >18, 312/693, d1=0.515, d2=0.445 g=2.182 2/2 [==============================] - 0s 12ms/step >18, 313/693, d1=0.644, d2=0.380 g=1.927 2/2 [==============================] - 0s 13ms/step >18, 314/693, d1=0.358, d2=0.627 g=1.933 2/2 [==============================] - 0s 12ms/step >18, 315/693, d1=0.406, d2=0.380 g=1.967 2/2 [==============================] - 0s 11ms/step >18, 316/693, d1=0.569, d2=0.382 g=2.119 2/2 [==============================] - 0s 12ms/step >18, 317/693, d1=0.374, d2=0.515 g=2.246 2/2 [==============================] - 0s 11ms/step >18, 318/693, d1=0.462, d2=0.329 g=2.226 2/2 [==============================] - 0s 13ms/step >18, 319/693, d1=0.386, d2=0.499 g=2.681 2/2 [==============================] - 0s 13ms/step >18, 320/693, d1=0.518, d2=0.339 g=2.497 2/2 [==============================] - 0s 13ms/step >18, 321/693, d1=0.629, d2=0.374 g=1.705 2/2 [==============================] - 0s 14ms/step >18, 322/693, d1=0.419, d2=0.655 g=2.309 2/2 [==============================] - 0s 12ms/step >18, 323/693, d1=0.660, d2=0.545 g=2.463 2/2 [==============================] - 0s 12ms/step >18, 324/693, d1=0.401, d2=0.363 g=2.917 2/2 [==============================] - 0s 13ms/step >18, 325/693, d1=0.354, d2=0.391 g=2.445 2/2 [==============================] - 0s 13ms/step >18, 326/693, d1=0.554, d2=0.444 g=2.483 2/2 [==============================] - 0s 13ms/step >18, 327/693, d1=0.394, d2=0.395 g=2.926 2/2 [==============================] - 0s 13ms/step >18, 328/693, d1=0.546, d2=0.335 g=2.413 2/2 [==============================] - 0s 13ms/step >18, 329/693, d1=0.438, d2=0.659 g=2.035 2/2 [==============================] - 0s 12ms/step >18, 330/693, d1=0.530, d2=0.411 g=2.271 2/2 [==============================] - 0s 13ms/step >18, 331/693, d1=0.554, d2=0.439 g=2.143 2/2 [==============================] - 0s 12ms/step >18, 332/693, d1=0.481, d2=0.413 g=2.120 2/2 [==============================] - 0s 14ms/step >18, 333/693, d1=0.464, d2=0.423 g=2.371 2/2 [==============================] - 0s 12ms/step >18, 334/693, d1=0.494, d2=0.542 g=3.163 2/2 [==============================] - 0s 13ms/step >18, 335/693, d1=0.440, d2=0.402 g=3.162 2/2 [==============================] - 0s 15ms/step >18, 336/693, d1=0.427, d2=0.445 g=2.704 2/2 [==============================] - 0s 12ms/step >18, 337/693, d1=0.414, d2=0.463 g=2.377 2/2 [==============================] - 0s 14ms/step >18, 338/693, d1=0.547, d2=0.383 g=2.224 2/2 [==============================] - 0s 12ms/step >18, 339/693, d1=0.559, d2=0.434 g=2.105 2/2 [==============================] - 0s 12ms/step >18, 340/693, d1=0.444, d2=0.352 g=2.148 2/2 [==============================] - 0s 13ms/step >18, 341/693, d1=0.402, d2=0.454 g=1.906 2/2 [==============================] - 0s 11ms/step >18, 342/693, d1=0.393, d2=0.349 g=2.067 2/2 [==============================] - 0s 13ms/step >18, 343/693, d1=0.442, d2=0.504 g=2.340 2/2 [==============================] - 0s 14ms/step >18, 344/693, d1=0.555, d2=0.406 g=2.457 2/2 [==============================] - 0s 13ms/step >18, 345/693, d1=0.496, d2=0.504 g=2.184 2/2 [==============================] - 0s 12ms/step >18, 346/693, d1=0.389, d2=0.507 g=2.174 2/2 [==============================] - 0s 13ms/step >18, 347/693, d1=0.491, d2=0.363 g=2.092 2/2 [==============================] - 0s 12ms/step >18, 348/693, d1=0.578, d2=0.463 g=2.281 2/2 [==============================] - 0s 13ms/step >18, 349/693, d1=0.473, d2=0.488 g=1.906 2/2 [==============================] - 0s 13ms/step >18, 350/693, d1=0.552, d2=0.434 g=2.120 2/2 [==============================] - 0s 13ms/step >18, 351/693, d1=0.437, d2=0.432 g=2.715 2/2 [==============================] - 0s 14ms/step >18, 352/693, d1=0.387, d2=0.508 g=2.483 2/2 [==============================] - 0s 14ms/step >18, 353/693, d1=0.489, d2=0.497 g=2.315 2/2 [==============================] - 0s 14ms/step >18, 354/693, d1=0.495, d2=0.454 g=2.313 2/2 [==============================] - 0s 14ms/step >18, 355/693, d1=0.487, d2=0.401 g=1.895 2/2 [==============================] - 0s 13ms/step >18, 356/693, d1=0.502, d2=0.407 g=2.031 2/2 [==============================] - 0s 12ms/step >18, 357/693, d1=0.359, d2=0.484 g=1.818 2/2 [==============================] - 0s 11ms/step >18, 358/693, d1=0.504, d2=0.444 g=2.304 2/2 [==============================] - 0s 13ms/step >18, 359/693, d1=0.337, d2=0.378 g=2.658 2/2 [==============================] - 0s 12ms/step >18, 360/693, d1=0.486, d2=0.398 g=2.120 2/2 [==============================] - 0s 11ms/step >18, 361/693, d1=0.574, d2=0.415 g=2.264 2/2 [==============================] - 0s 13ms/step >18, 362/693, d1=0.498, d2=0.411 g=2.175 2/2 [==============================] - 0s 14ms/step >18, 363/693, d1=0.450, d2=0.516 g=1.995 2/2 [==============================] - 0s 14ms/step >18, 364/693, d1=0.500, d2=0.459 g=1.687 2/2 [==============================] - 0s 14ms/step >18, 365/693, d1=0.476, d2=0.557 g=2.590 2/2 [==============================] - 0s 12ms/step >18, 366/693, d1=0.581, d2=0.444 g=2.130 2/2 [==============================] - 0s 11ms/step >18, 367/693, d1=0.435, d2=0.476 g=2.140 2/2 [==============================] - 0s 12ms/step >18, 368/693, d1=0.455, d2=0.466 g=2.010 2/2 [==============================] - 0s 14ms/step >18, 369/693, d1=0.422, d2=0.486 g=2.298 2/2 [==============================] - 0s 14ms/step >18, 370/693, d1=0.448, d2=0.441 g=2.378 2/2 [==============================] - 0s 13ms/step >18, 371/693, d1=0.537, d2=0.448 g=2.412 2/2 [==============================] - 0s 14ms/step >18, 372/693, d1=0.555, d2=0.452 g=2.583 2/2 [==============================] - 0s 12ms/step >18, 373/693, d1=0.475, d2=0.424 g=2.374 2/2 [==============================] - 0s 13ms/step >18, 374/693, d1=0.500, d2=0.436 g=2.892 2/2 [==============================] - 0s 12ms/step >18, 375/693, d1=0.573, d2=0.430 g=2.663 2/2 [==============================] - 0s 13ms/step >18, 376/693, d1=0.472, d2=0.432 g=2.726 2/2 [==============================] - 0s 12ms/step >18, 377/693, d1=0.411, d2=0.428 g=2.069 2/2 [==============================] - 0s 13ms/step >18, 378/693, d1=0.533, d2=0.412 g=1.970 2/2 [==============================] - 0s 12ms/step >18, 379/693, d1=0.410, d2=0.519 g=2.643 2/2 [==============================] - 0s 13ms/step >18, 380/693, d1=0.496, d2=0.549 g=1.864 2/2 [==============================] - 0s 14ms/step >18, 381/693, d1=0.483, d2=0.420 g=2.030 2/2 [==============================] - 0s 14ms/step >18, 382/693, d1=0.494, d2=0.411 g=2.109 2/2 [==============================] - 0s 13ms/step >18, 383/693, d1=0.387, d2=0.396 g=2.126 2/2 [==============================] - 0s 13ms/step >18, 384/693, d1=0.466, d2=0.520 g=2.460 2/2 [==============================] - 0s 11ms/step >18, 385/693, d1=0.604, d2=0.409 g=2.220 2/2 [==============================] - 0s 13ms/step >18, 386/693, d1=0.562, d2=0.447 g=2.405 2/2 [==============================] - 0s 12ms/step >18, 387/693, d1=0.481, d2=0.485 g=2.545 2/2 [==============================] - 0s 12ms/step >18, 388/693, d1=0.457, d2=0.441 g=2.000 2/2 [==============================] - 0s 14ms/step >18, 389/693, d1=0.523, d2=0.334 g=2.077 2/2 [==============================] - 0s 12ms/step >18, 390/693, d1=0.529, d2=0.517 g=2.015 2/2 [==============================] - 0s 13ms/step >18, 391/693, d1=0.370, d2=0.507 g=2.136 2/2 [==============================] - 0s 13ms/step >18, 392/693, d1=0.536, d2=0.414 g=2.325 2/2 [==============================] - 0s 12ms/step >18, 393/693, d1=0.395, d2=0.379 g=2.604 2/2 [==============================] - 0s 12ms/step >18, 394/693, d1=0.508, d2=0.400 g=1.849 2/2 [==============================] - 0s 12ms/step >18, 395/693, d1=0.474, d2=0.444 g=2.155 2/2 [==============================] - 0s 12ms/step >18, 396/693, d1=0.360, d2=0.455 g=2.272 2/2 [==============================] - 0s 13ms/step >18, 397/693, d1=0.453, d2=0.407 g=2.227 2/2 [==============================] - 0s 12ms/step >18, 398/693, d1=0.440, d2=0.454 g=2.378 2/2 [==============================] - 0s 12ms/step >18, 399/693, d1=0.442, d2=0.379 g=2.253 2/2 [==============================] - 0s 13ms/step >18, 400/693, d1=0.543, d2=0.427 g=2.018 2/2 [==============================] - 0s 13ms/step >18, 401/693, d1=0.364, d2=0.373 g=1.772 2/2 [==============================] - 0s 13ms/step >18, 402/693, d1=0.427, d2=0.368 g=1.950 2/2 [==============================] - 0s 12ms/step >18, 403/693, d1=0.470, d2=0.515 g=2.739 2/2 [==============================] - 0s 12ms/step >18, 404/693, d1=0.593, d2=0.496 g=2.473 2/2 [==============================] - 0s 14ms/step >18, 405/693, d1=0.392, d2=0.515 g=2.604 2/2 [==============================] - 0s 14ms/step >18, 406/693, d1=0.455, d2=0.362 g=2.706 2/2 [==============================] - 0s 14ms/step >18, 407/693, d1=0.560, d2=0.349 g=2.375 2/2 [==============================] - 0s 11ms/step >18, 408/693, d1=0.573, d2=0.464 g=2.158 2/2 [==============================] - 0s 14ms/step >18, 409/693, d1=0.425, d2=0.612 g=2.045 2/2 [==============================] - 0s 12ms/step >18, 410/693, d1=0.377, d2=0.575 g=2.771 2/2 [==============================] - 0s 11ms/step >18, 411/693, d1=0.502, d2=0.435 g=2.929 2/2 [==============================] - 0s 12ms/step >18, 412/693, d1=0.524, d2=0.385 g=2.660 2/2 [==============================] - 0s 12ms/step >18, 413/693, d1=0.546, d2=0.424 g=2.197 2/2 [==============================] - 0s 12ms/step >18, 414/693, d1=0.434, d2=0.401 g=2.222 2/2 [==============================] - 0s 12ms/step >18, 415/693, d1=0.540, d2=0.609 g=2.475 2/2 [==============================] - 0s 12ms/step >18, 416/693, d1=0.581, d2=0.414 g=2.404 2/2 [==============================] - 0s 13ms/step >18, 417/693, d1=0.513, d2=0.568 g=2.136 2/2 [==============================] - 0s 12ms/step >18, 418/693, d1=0.387, d2=0.377 g=2.555 2/2 [==============================] - 0s 13ms/step >18, 419/693, d1=0.437, d2=0.380 g=2.949 2/2 [==============================] - 0s 13ms/step >18, 420/693, d1=0.595, d2=0.532 g=1.997 2/2 [==============================] - 0s 14ms/step >18, 421/693, d1=0.535, d2=0.442 g=2.533 2/2 [==============================] - 0s 12ms/step >18, 422/693, d1=0.537, d2=0.499 g=2.556 2/2 [==============================] - 0s 13ms/step >18, 423/693, d1=0.456, d2=0.498 g=2.743 2/2 [==============================] - 0s 12ms/step >18, 424/693, d1=0.557, d2=0.412 g=2.284 2/2 [==============================] - 0s 12ms/step >18, 425/693, d1=0.475, d2=0.487 g=1.962 2/2 [==============================] - 0s 12ms/step >18, 426/693, d1=0.478, d2=0.409 g=1.944 2/2 [==============================] - 0s 11ms/step >18, 427/693, d1=0.445, d2=0.395 g=1.882 2/2 [==============================] - 0s 13ms/step >18, 428/693, d1=0.487, d2=0.480 g=2.411 2/2 [==============================] - 0s 13ms/step >18, 429/693, d1=0.500, d2=0.494 g=2.254 2/2 [==============================] - 0s 13ms/step >18, 430/693, d1=0.501, d2=0.498 g=1.700 2/2 [==============================] - 0s 13ms/step >18, 431/693, d1=0.493, d2=0.448 g=2.245 2/2 [==============================] - 0s 13ms/step >18, 432/693, d1=0.407, d2=0.431 g=2.003 2/2 [==============================] - 0s 12ms/step >18, 433/693, d1=0.535, d2=0.521 g=2.075 2/2 [==============================] - 0s 13ms/step >18, 434/693, d1=0.586, d2=0.372 g=2.104 2/2 [==============================] - 0s 12ms/step >18, 435/693, d1=0.443, d2=0.483 g=1.917 2/2 [==============================] - 0s 13ms/step >18, 436/693, d1=0.488, d2=0.497 g=2.237 2/2 [==============================] - 0s 12ms/step >18, 437/693, d1=0.473, d2=0.435 g=1.659 2/2 [==============================] - 0s 14ms/step >18, 438/693, d1=0.366, d2=0.414 g=2.422 2/2 [==============================] - 0s 13ms/step >18, 439/693, d1=0.776, d2=0.481 g=1.925 2/2 [==============================] - 0s 13ms/step >18, 440/693, d1=0.428, d2=0.489 g=1.957 2/2 [==============================] - 0s 14ms/step >18, 441/693, d1=0.580, d2=0.472 g=2.071 2/2 [==============================] - 0s 14ms/step >18, 442/693, d1=0.407, d2=0.480 g=2.789 2/2 [==============================] - 0s 14ms/step >18, 443/693, d1=0.441, d2=0.390 g=2.338 2/2 [==============================] - 0s 12ms/step >18, 444/693, d1=0.547, d2=0.497 g=2.514 2/2 [==============================] - 0s 12ms/step >18, 445/693, d1=0.734, d2=0.555 g=2.268 2/2 [==============================] - 0s 12ms/step >18, 446/693, d1=0.396, d2=0.363 g=2.054 2/2 [==============================] - 0s 12ms/step >18, 447/693, d1=0.398, d2=0.440 g=2.868 2/2 [==============================] - 0s 14ms/step >18, 448/693, d1=0.531, d2=0.416 g=1.943 2/2 [==============================] - 0s 12ms/step >18, 449/693, d1=0.459, d2=0.613 g=2.958 2/2 [==============================] - 0s 12ms/step >18, 450/693, d1=0.587, d2=0.371 g=2.427 2/2 [==============================] - 0s 13ms/step >18, 451/693, d1=0.459, d2=0.356 g=1.761 2/2 [==============================] - 0s 14ms/step >18, 452/693, d1=0.365, d2=0.518 g=1.609 2/2 [==============================] - 0s 13ms/step >18, 453/693, d1=0.480, d2=0.376 g=2.448 2/2 [==============================] - 0s 13ms/step >18, 454/693, d1=0.361, d2=0.487 g=2.519 2/2 [==============================] - 0s 12ms/step >18, 455/693, d1=0.567, d2=0.347 g=2.350 2/2 [==============================] - 0s 11ms/step >18, 456/693, d1=0.508, d2=0.669 g=2.443 2/2 [==============================] - 0s 13ms/step >18, 457/693, d1=0.539, d2=0.360 g=2.192 2/2 [==============================] - 0s 11ms/step >18, 458/693, d1=0.402, d2=0.443 g=2.745 2/2 [==============================] - 0s 12ms/step >18, 459/693, d1=0.539, d2=0.485 g=2.341 2/2 [==============================] - 0s 12ms/step >18, 460/693, d1=0.550, d2=0.399 g=2.552 2/2 [==============================] - 0s 13ms/step >18, 461/693, d1=0.496, d2=0.465 g=2.897 2/2 [==============================] - 0s 11ms/step >18, 462/693, d1=0.549, d2=0.455 g=2.229 2/2 [==============================] - 0s 14ms/step >18, 463/693, d1=0.319, d2=0.420 g=2.815 2/2 [==============================] - 0s 13ms/step >18, 464/693, d1=0.433, d2=0.363 g=2.817 2/2 [==============================] - 0s 13ms/step >18, 465/693, d1=0.461, d2=0.354 g=3.600 2/2 [==============================] - 0s 12ms/step >18, 466/693, d1=0.433, d2=0.358 g=2.661 2/2 [==============================] - 0s 13ms/step >18, 467/693, d1=0.362, d2=0.435 g=3.590 2/2 [==============================] - 0s 12ms/step >18, 468/693, d1=0.474, d2=0.411 g=2.625 2/2 [==============================] - 0s 12ms/step >18, 469/693, d1=0.316, d2=0.464 g=2.637 2/2 [==============================] - 0s 14ms/step >18, 470/693, d1=0.355, d2=0.365 g=3.167 2/2 [==============================] - 0s 13ms/step >18, 471/693, d1=0.435, d2=0.368 g=3.263 2/2 [==============================] - 0s 12ms/step >18, 472/693, d1=0.565, d2=0.438 g=2.437 2/2 [==============================] - 0s 11ms/step >18, 473/693, d1=0.559, d2=0.382 g=3.257 2/2 [==============================] - 0s 11ms/step >18, 474/693, d1=0.554, d2=0.505 g=2.298 2/2 [==============================] - 0s 12ms/step >18, 475/693, d1=0.316, d2=0.357 g=3.366 2/2 [==============================] - 0s 13ms/step >18, 476/693, d1=0.393, d2=0.446 g=2.259 2/2 [==============================] - 0s 12ms/step >18, 477/693, d1=0.486, d2=0.375 g=2.296 2/2 [==============================] - 0s 12ms/step >18, 478/693, d1=0.489, d2=0.372 g=2.408 2/2 [==============================] - 0s 14ms/step >18, 479/693, d1=0.409, d2=0.459 g=2.332 2/2 [==============================] - 0s 13ms/step >18, 480/693, d1=0.526, d2=0.394 g=2.535 2/2 [==============================] - 0s 13ms/step >18, 481/693, d1=0.448, d2=0.563 g=2.497 2/2 [==============================] - 0s 12ms/step >18, 482/693, d1=0.481, d2=0.508 g=2.780 2/2 [==============================] - 0s 13ms/step >18, 483/693, d1=0.491, d2=0.461 g=2.493 2/2 [==============================] - 0s 12ms/step >18, 484/693, d1=0.476, d2=0.538 g=2.638 2/2 [==============================] - 0s 12ms/step >18, 485/693, d1=0.585, d2=0.447 g=2.318 2/2 [==============================] - 0s 12ms/step >18, 486/693, d1=0.471, d2=0.312 g=2.932 2/2 [==============================] - 0s 12ms/step >18, 487/693, d1=0.580, d2=0.527 g=2.260 2/2 [==============================] - 0s 12ms/step >18, 488/693, d1=0.402, d2=0.416 g=2.430 2/2 [==============================] - 0s 14ms/step >18, 489/693, d1=0.340, d2=0.529 g=2.813 2/2 [==============================] - 0s 13ms/step >18, 490/693, d1=0.599, d2=0.344 g=2.328 2/2 [==============================] - 0s 13ms/step >18, 491/693, d1=0.587, d2=0.415 g=2.077 2/2 [==============================] - 0s 13ms/step >18, 492/693, d1=0.448, d2=0.465 g=2.197 2/2 [==============================] - 0s 12ms/step >18, 493/693, d1=0.491, d2=0.442 g=1.895 2/2 [==============================] - 0s 13ms/step >18, 494/693, d1=0.583, d2=0.414 g=1.752 2/2 [==============================] - 0s 13ms/step >18, 495/693, d1=0.339, d2=0.549 g=2.098 2/2 [==============================] - 0s 12ms/step >18, 496/693, d1=0.483, d2=0.625 g=2.048 2/2 [==============================] - 0s 14ms/step >18, 497/693, d1=0.527, d2=0.338 g=2.080 2/2 [==============================] - 0s 13ms/step >18, 498/693, d1=0.519, d2=0.393 g=2.001 2/2 [==============================] - 0s 13ms/step >18, 499/693, d1=0.398, d2=0.387 g=2.370 2/2 [==============================] - 0s 13ms/step >18, 500/693, d1=0.473, d2=0.453 g=1.931 2/2 [==============================] - 0s 12ms/step >18, 501/693, d1=0.482, d2=0.399 g=2.478 2/2 [==============================] - 0s 13ms/step >18, 502/693, d1=0.515, d2=0.498 g=1.786 2/2 [==============================] - 0s 12ms/step >18, 503/693, d1=0.461, d2=0.489 g=1.826 2/2 [==============================] - 0s 12ms/step >18, 504/693, d1=0.453, d2=0.355 g=2.629 2/2 [==============================] - 0s 13ms/step >18, 505/693, d1=0.425, d2=0.468 g=2.644 2/2 [==============================] - 0s 13ms/step >18, 506/693, d1=0.325, d2=0.613 g=2.835 2/2 [==============================] - 0s 12ms/step >18, 507/693, d1=0.589, d2=0.420 g=2.633 2/2 [==============================] - 0s 13ms/step >18, 508/693, d1=0.483, d2=0.403 g=2.064 2/2 [==============================] - 0s 13ms/step >18, 509/693, d1=0.347, d2=0.429 g=2.837 2/2 [==============================] - 0s 13ms/step >18, 510/693, d1=0.526, d2=0.389 g=1.998 2/2 [==============================] - 0s 13ms/step >18, 511/693, d1=0.439, d2=0.429 g=2.456 2/2 [==============================] - 0s 14ms/step >18, 512/693, d1=0.513, d2=0.519 g=1.877 2/2 [==============================] - 0s 14ms/step >18, 513/693, d1=0.471, d2=0.466 g=1.984 2/2 [==============================] - 0s 12ms/step >18, 514/693, d1=0.454, d2=0.569 g=2.184 2/2 [==============================] - 0s 13ms/step >18, 515/693, d1=0.528, d2=0.319 g=2.756 2/2 [==============================] - 0s 13ms/step >18, 516/693, d1=0.441, d2=0.447 g=2.052 2/2 [==============================] - 0s 12ms/step >18, 517/693, d1=0.448, d2=0.344 g=2.413 2/2 [==============================] - 0s 12ms/step >18, 518/693, d1=0.446, d2=0.587 g=2.015 2/2 [==============================] - 0s 13ms/step >18, 519/693, d1=0.477, d2=0.386 g=2.418 2/2 [==============================] - 0s 13ms/step >18, 520/693, d1=0.547, d2=0.433 g=2.276 2/2 [==============================] - 0s 13ms/step >18, 521/693, d1=0.517, d2=0.410 g=2.054 2/2 [==============================] - 0s 14ms/step >18, 522/693, d1=0.480, d2=0.469 g=2.713 2/2 [==============================] - 0s 13ms/step >18, 523/693, d1=0.467, d2=0.551 g=1.988 2/2 [==============================] - 0s 12ms/step >18, 524/693, d1=0.468, d2=0.449 g=2.025 2/2 [==============================] - 0s 13ms/step >18, 525/693, d1=0.447, d2=0.525 g=2.454 2/2 [==============================] - 0s 13ms/step >18, 526/693, d1=0.563, d2=0.420 g=2.514 2/2 [==============================] - 0s 13ms/step >18, 527/693, d1=0.430, d2=0.364 g=2.314 2/2 [==============================] - 0s 12ms/step >18, 528/693, d1=0.585, d2=0.344 g=2.142 2/2 [==============================] - 0s 11ms/step >18, 529/693, d1=0.638, d2=0.616 g=1.923 2/2 [==============================] - 0s 14ms/step >18, 530/693, d1=0.431, d2=0.387 g=2.163 2/2 [==============================] - 0s 13ms/step >18, 531/693, d1=0.587, d2=0.526 g=1.915 2/2 [==============================] - 0s 14ms/step >18, 532/693, d1=0.474, d2=0.465 g=2.385 2/2 [==============================] - 0s 14ms/step >18, 533/693, d1=0.637, d2=0.432 g=1.918 2/2 [==============================] - 0s 14ms/step >18, 534/693, d1=0.497, d2=0.519 g=2.143 2/2 [==============================] - 0s 12ms/step >18, 535/693, d1=0.401, d2=0.316 g=1.779 2/2 [==============================] - 0s 13ms/step >18, 536/693, d1=0.368, d2=0.412 g=2.499 2/2 [==============================] - 0s 13ms/step >18, 537/693, d1=0.491, d2=0.473 g=2.071 2/2 [==============================] - 0s 13ms/step >18, 538/693, d1=0.472, d2=0.472 g=2.007 2/2 [==============================] - 0s 14ms/step >18, 539/693, d1=0.522, d2=0.540 g=2.516 2/2 [==============================] - 0s 13ms/step >18, 540/693, d1=0.512, d2=0.465 g=2.758 2/2 [==============================] - 0s 12ms/step >18, 541/693, d1=0.490, d2=0.434 g=3.037 2/2 [==============================] - 0s 13ms/step >18, 542/693, d1=0.503, d2=0.427 g=2.518 2/2 [==============================] - 0s 12ms/step >18, 543/693, d1=0.529, d2=0.442 g=2.063 2/2 [==============================] - 0s 14ms/step >18, 544/693, d1=0.509, d2=0.533 g=2.336 2/2 [==============================] - 0s 13ms/step >18, 545/693, d1=0.446, d2=0.433 g=1.833 2/2 [==============================] - 0s 12ms/step >18, 546/693, d1=0.375, d2=0.343 g=2.532 2/2 [==============================] - 0s 12ms/step >18, 547/693, d1=0.439, d2=0.427 g=2.824 2/2 [==============================] - 0s 12ms/step >18, 548/693, d1=0.458, d2=0.413 g=2.297 2/2 [==============================] - 0s 12ms/step >18, 549/693, d1=0.450, d2=0.493 g=2.412 2/2 [==============================] - 0s 12ms/step >18, 550/693, d1=0.482, d2=0.510 g=2.841 2/2 [==============================] - 0s 13ms/step >18, 551/693, d1=0.527, d2=0.502 g=2.132 2/2 [==============================] - 0s 13ms/step >18, 552/693, d1=0.508, d2=0.485 g=2.271 2/2 [==============================] - 0s 13ms/step >18, 553/693, d1=0.597, d2=0.408 g=2.672 2/2 [==============================] - 0s 12ms/step >18, 554/693, d1=0.477, d2=0.442 g=1.951 2/2 [==============================] - 0s 14ms/step >18, 555/693, d1=0.330, d2=0.498 g=2.197 2/2 [==============================] - 0s 13ms/step >18, 556/693, d1=0.458, d2=0.509 g=1.928 2/2 [==============================] - 0s 12ms/step >18, 557/693, d1=0.567, d2=0.490 g=2.145 2/2 [==============================] - 0s 12ms/step >18, 558/693, d1=0.496, d2=0.309 g=2.729 2/2 [==============================] - 0s 13ms/step >18, 559/693, d1=0.529, d2=0.522 g=2.292 2/2 [==============================] - 0s 13ms/step >18, 560/693, d1=0.375, d2=0.404 g=2.002 2/2 [==============================] - 0s 14ms/step >18, 561/693, d1=0.462, d2=0.388 g=1.929 2/2 [==============================] - 0s 12ms/step >18, 562/693, d1=0.404, d2=0.424 g=1.808 2/2 [==============================] - 0s 13ms/step >18, 563/693, d1=0.402, d2=0.519 g=2.615 2/2 [==============================] - 0s 11ms/step >18, 564/693, d1=0.351, d2=0.366 g=2.038 2/2 [==============================] - 0s 11ms/step >18, 565/693, d1=0.547, d2=0.373 g=2.233 2/2 [==============================] - 0s 13ms/step >18, 566/693, d1=0.575, d2=0.516 g=1.962 2/2 [==============================] - 0s 12ms/step >18, 567/693, d1=0.518, d2=0.452 g=1.948 2/2 [==============================] - 0s 12ms/step >18, 568/693, d1=0.470, d2=0.397 g=2.252 2/2 [==============================] - 0s 13ms/step >18, 569/693, d1=0.477, d2=0.539 g=2.046 2/2 [==============================] - 0s 12ms/step >18, 570/693, d1=0.334, d2=0.431 g=1.866 2/2 [==============================] - 0s 13ms/step >18, 571/693, d1=0.511, d2=0.491 g=2.254 2/2 [==============================] - 0s 12ms/step >18, 572/693, d1=0.398, d2=0.338 g=2.662 2/2 [==============================] - 0s 13ms/step >18, 573/693, d1=0.621, d2=0.349 g=1.917 2/2 [==============================] - 0s 14ms/step >18, 574/693, d1=0.442, d2=0.463 g=2.296 2/2 [==============================] - 0s 12ms/step >18, 575/693, d1=0.590, d2=0.473 g=2.129 2/2 [==============================] - 0s 14ms/step >18, 576/693, d1=0.477, d2=0.384 g=1.884 2/2 [==============================] - 0s 12ms/step >18, 577/693, d1=0.432, d2=0.449 g=2.567 2/2 [==============================] - 0s 13ms/step >18, 578/693, d1=0.465, d2=0.404 g=2.699 2/2 [==============================] - 0s 13ms/step >18, 579/693, d1=0.491, d2=0.403 g=2.528 2/2 [==============================] - 0s 13ms/step >18, 580/693, d1=0.357, d2=0.535 g=3.186 2/2 [==============================] - 0s 12ms/step >18, 581/693, d1=0.478, d2=0.370 g=2.537 2/2 [==============================] - 0s 13ms/step >18, 582/693, d1=0.408, d2=0.442 g=2.666 2/2 [==============================] - 0s 13ms/step >18, 583/693, d1=0.554, d2=0.413 g=2.124 2/2 [==============================] - 0s 13ms/step >18, 584/693, d1=0.530, d2=0.442 g=2.252 2/2 [==============================] - 0s 13ms/step >18, 585/693, d1=0.413, d2=0.402 g=2.008 2/2 [==============================] - 0s 12ms/step >18, 586/693, d1=0.411, d2=0.373 g=2.291 2/2 [==============================] - 0s 13ms/step >18, 587/693, d1=0.480, d2=0.452 g=2.308 2/2 [==============================] - 0s 12ms/step >18, 588/693, d1=0.436, d2=0.371 g=2.411 2/2 [==============================] - 0s 12ms/step >18, 589/693, d1=0.403, d2=0.516 g=2.753 2/2 [==============================] - 0s 14ms/step >18, 590/693, d1=0.579, d2=0.447 g=2.239 2/2 [==============================] - 0s 12ms/step >18, 591/693, d1=0.470, d2=0.544 g=2.625 2/2 [==============================] - 0s 12ms/step >18, 592/693, d1=0.458, d2=0.400 g=2.392 2/2 [==============================] - 0s 13ms/step >18, 593/693, d1=0.490, d2=0.477 g=2.117 2/2 [==============================] - 0s 14ms/step >18, 594/693, d1=0.635, d2=0.430 g=2.421 2/2 [==============================] - 0s 13ms/step >18, 595/693, d1=0.507, d2=0.418 g=2.270 2/2 [==============================] - 0s 12ms/step >18, 596/693, d1=0.441, d2=0.362 g=2.397 2/2 [==============================] - 0s 12ms/step >18, 597/693, d1=0.457, d2=0.435 g=1.777 2/2 [==============================] - 0s 12ms/step >18, 598/693, d1=0.447, d2=0.523 g=2.340 2/2 [==============================] - 0s 14ms/step >18, 599/693, d1=0.365, d2=0.333 g=1.968 2/2 [==============================] - 0s 13ms/step >18, 600/693, d1=0.497, d2=0.418 g=2.621 2/2 [==============================] - 0s 14ms/step >18, 601/693, d1=0.468, d2=0.425 g=2.495 2/2 [==============================] - 0s 14ms/step >18, 602/693, d1=0.474, d2=0.473 g=2.463 2/2 [==============================] - 0s 13ms/step >18, 603/693, d1=0.492, d2=0.545 g=1.984 2/2 [==============================] - 0s 13ms/step >18, 604/693, d1=0.394, d2=0.509 g=2.637 2/2 [==============================] - 0s 13ms/step >18, 605/693, d1=0.479, d2=0.410 g=2.297 2/2 [==============================] - 0s 14ms/step >18, 606/693, d1=0.525, d2=0.403 g=2.969 2/2 [==============================] - 0s 13ms/step >18, 607/693, d1=0.464, d2=0.435 g=2.553 2/2 [==============================] - 0s 12ms/step >18, 608/693, d1=0.463, d2=0.417 g=2.038 2/2 [==============================] - 0s 13ms/step >18, 609/693, d1=0.469, d2=0.516 g=2.301 2/2 [==============================] - 0s 13ms/step >18, 610/693, d1=0.493, d2=0.394 g=2.229 2/2 [==============================] - 0s 12ms/step >18, 611/693, d1=0.492, d2=0.482 g=2.237 2/2 [==============================] - 0s 12ms/step >18, 612/693, d1=0.387, d2=0.368 g=2.900 2/2 [==============================] - 0s 13ms/step >18, 613/693, d1=0.610, d2=0.508 g=2.608 2/2 [==============================] - 0s 12ms/step >18, 614/693, d1=0.447, d2=0.494 g=2.214 2/2 [==============================] - 0s 13ms/step >18, 615/693, d1=0.402, d2=0.420 g=2.650 2/2 [==============================] - 0s 13ms/step >18, 616/693, d1=0.607, d2=0.424 g=2.350 2/2 [==============================] - 0s 12ms/step >18, 617/693, d1=0.391, d2=0.396 g=2.272 2/2 [==============================] - 0s 13ms/step >18, 618/693, d1=0.309, d2=0.401 g=2.819 2/2 [==============================] - 0s 14ms/step >18, 619/693, d1=0.531, d2=0.371 g=2.239 2/2 [==============================] - 0s 14ms/step >18, 620/693, d1=0.630, d2=0.478 g=2.207 2/2 [==============================] - 0s 14ms/step >18, 621/693, d1=0.415, d2=0.489 g=2.293 2/2 [==============================] - 0s 11ms/step >18, 622/693, d1=0.544, d2=0.437 g=2.100 2/2 [==============================] - 0s 12ms/step >18, 623/693, d1=0.391, d2=0.471 g=2.438 2/2 [==============================] - 0s 14ms/step >18, 624/693, d1=0.412, d2=0.456 g=1.947 2/2 [==============================] - 0s 13ms/step >18, 625/693, d1=0.494, d2=0.454 g=2.102 2/2 [==============================] - 0s 13ms/step >18, 626/693, d1=0.477, d2=0.607 g=2.615 2/2 [==============================] - 0s 13ms/step >18, 627/693, d1=0.538, d2=0.441 g=1.918 2/2 [==============================] - 0s 13ms/step >18, 628/693, d1=0.498, d2=0.403 g=1.898 2/2 [==============================] - 0s 14ms/step >18, 629/693, d1=0.598, d2=0.438 g=2.356 2/2 [==============================] - 0s 12ms/step >18, 630/693, d1=0.468, d2=0.424 g=1.891 2/2 [==============================] - 0s 13ms/step >18, 631/693, d1=0.566, d2=0.460 g=1.977 2/2 [==============================] - 0s 12ms/step >18, 632/693, d1=0.464, d2=0.518 g=2.440 2/2 [==============================] - 0s 13ms/step >18, 633/693, d1=0.346, d2=0.545 g=2.677 2/2 [==============================] - 0s 13ms/step >18, 634/693, d1=0.521, d2=0.380 g=2.404 2/2 [==============================] - 0s 15ms/step >18, 635/693, d1=0.566, d2=0.369 g=1.856 2/2 [==============================] - 0s 12ms/step >18, 636/693, d1=0.463, d2=0.554 g=2.460 2/2 [==============================] - 0s 13ms/step >18, 637/693, d1=0.502, d2=0.548 g=2.046 2/2 [==============================] - 0s 14ms/step >18, 638/693, d1=0.439, d2=0.373 g=2.630 2/2 [==============================] - 0s 14ms/step >18, 639/693, d1=0.474, d2=0.480 g=1.776 2/2 [==============================] - 0s 12ms/step >18, 640/693, d1=0.396, d2=0.430 g=2.406 2/2 [==============================] - 0s 12ms/step >18, 641/693, d1=0.382, d2=0.507 g=2.005 2/2 [==============================] - 0s 12ms/step >18, 642/693, d1=0.515, d2=0.494 g=3.069 2/2 [==============================] - 0s 13ms/step >18, 643/693, d1=0.495, d2=0.412 g=2.036 2/2 [==============================] - 0s 12ms/step >18, 644/693, d1=0.522, d2=0.456 g=1.593 2/2 [==============================] - 0s 14ms/step >18, 645/693, d1=0.512, d2=0.578 g=1.758 2/2 [==============================] - 0s 12ms/step >18, 646/693, d1=0.517, d2=0.470 g=1.539 2/2 [==============================] - 0s 12ms/step >18, 647/693, d1=0.550, d2=0.462 g=2.395 2/2 [==============================] - 0s 14ms/step >18, 648/693, d1=0.472, d2=0.464 g=2.637 2/2 [==============================] - 0s 12ms/step >18, 649/693, d1=0.503, d2=0.445 g=2.139 2/2 [==============================] - 0s 14ms/step >18, 650/693, d1=0.375, d2=0.355 g=2.344 2/2 [==============================] - 0s 12ms/step >18, 651/693, d1=0.474, d2=0.461 g=1.879 2/2 [==============================] - 0s 13ms/step >18, 652/693, d1=0.371, d2=0.474 g=2.503 2/2 [==============================] - 0s 14ms/step >18, 653/693, d1=0.568, d2=0.461 g=2.054 2/2 [==============================] - 0s 14ms/step >18, 654/693, d1=0.522, d2=0.330 g=2.290 2/2 [==============================] - 0s 14ms/step >18, 655/693, d1=0.459, d2=0.597 g=2.308 2/2 [==============================] - 0s 11ms/step >18, 656/693, d1=0.439, d2=0.378 g=2.460 2/2 [==============================] - 0s 12ms/step >18, 657/693, d1=0.647, d2=0.350 g=2.028 2/2 [==============================] - 0s 11ms/step >18, 658/693, d1=0.463, d2=0.503 g=2.108 2/2 [==============================] - 0s 13ms/step >18, 659/693, d1=0.432, d2=0.523 g=2.036 2/2 [==============================] - 0s 13ms/step >18, 660/693, d1=0.612, d2=0.345 g=2.480 2/2 [==============================] - 0s 13ms/step >18, 661/693, d1=0.389, d2=0.452 g=1.835 2/2 [==============================] - 0s 12ms/step >18, 662/693, d1=0.443, d2=0.462 g=2.135 2/2 [==============================] - 0s 12ms/step >18, 663/693, d1=0.539, d2=0.455 g=2.514 2/2 [==============================] - 0s 13ms/step >18, 664/693, d1=0.426, d2=0.479 g=2.115 2/2 [==============================] - 0s 13ms/step >18, 665/693, d1=0.473, d2=0.450 g=2.168 2/2 [==============================] - 0s 12ms/step >18, 666/693, d1=0.516, d2=0.474 g=2.670 2/2 [==============================] - 0s 13ms/step >18, 667/693, d1=0.570, d2=0.453 g=2.176 2/2 [==============================] - 0s 12ms/step >18, 668/693, d1=0.549, d2=0.455 g=2.533 2/2 [==============================] - 0s 11ms/step >18, 669/693, d1=0.495, d2=0.458 g=2.261 2/2 [==============================] - 0s 14ms/step >18, 670/693, d1=0.362, d2=0.463 g=1.937 2/2 [==============================] - 0s 13ms/step >18, 671/693, d1=0.384, d2=0.359 g=2.748 2/2 [==============================] - 0s 14ms/step >18, 672/693, d1=0.533, d2=0.589 g=2.737 2/2 [==============================] - 0s 13ms/step >18, 673/693, d1=0.413, d2=0.323 g=2.582 2/2 [==============================] - 0s 12ms/step >18, 674/693, d1=0.572, d2=0.390 g=2.164 2/2 [==============================] - 0s 13ms/step >18, 675/693, d1=0.498, d2=0.492 g=2.070 2/2 [==============================] - 0s 12ms/step >18, 676/693, d1=0.395, d2=0.518 g=2.285 2/2 [==============================] - 0s 12ms/step >18, 677/693, d1=0.510, d2=0.374 g=2.137 2/2 [==============================] - 0s 12ms/step >18, 678/693, d1=0.501, d2=0.398 g=2.624 2/2 [==============================] - 0s 12ms/step >18, 679/693, d1=0.367, d2=0.463 g=2.227 2/2 [==============================] - 0s 13ms/step >18, 680/693, d1=0.551, d2=0.339 g=2.211 2/2 [==============================] - 0s 13ms/step >18, 681/693, d1=0.419, d2=0.420 g=2.637 2/2 [==============================] - 0s 12ms/step >18, 682/693, d1=0.478, d2=0.507 g=2.159 2/2 [==============================] - 0s 12ms/step >18, 683/693, d1=0.445, d2=0.370 g=2.433 2/2 [==============================] - 0s 13ms/step >18, 684/693, d1=0.547, d2=0.462 g=2.313 2/2 [==============================] - 0s 14ms/step >18, 685/693, d1=0.422, d2=0.457 g=1.949 2/2 [==============================] - 0s 13ms/step >18, 686/693, d1=0.428, d2=0.534 g=2.284 2/2 [==============================] - 0s 14ms/step >18, 687/693, d1=0.518, d2=0.374 g=2.216 2/2 [==============================] - 0s 13ms/step >18, 688/693, d1=0.397, d2=0.438 g=2.651 2/2 [==============================] - 0s 14ms/step >18, 689/693, d1=0.435, d2=0.302 g=3.172 2/2 [==============================] - 0s 13ms/step >18, 690/693, d1=0.465, d2=0.359 g=3.388 2/2 [==============================] - 0s 12ms/step >18, 691/693, d1=0.434, d2=0.320 g=3.121 2/2 [==============================] - 0s 11ms/step >18, 692/693, d1=0.437, d2=0.278 g=2.237 2/2 [==============================] - 0s 12ms/step >18, 693/693, d1=0.454, d2=0.543 g=2.492 2/2 [==============================] - 0s 13ms/step >19, 1/693, d1=0.319, d2=0.412 g=2.264 2/2 [==============================] - 0s 12ms/step >19, 2/693, d1=0.463, d2=0.412 g=2.507 2/2 [==============================] - 0s 13ms/step >19, 3/693, d1=0.419, d2=0.458 g=2.525 2/2 [==============================] - 0s 14ms/step >19, 4/693, d1=0.515, d2=0.347 g=2.526 2/2 [==============================] - 0s 12ms/step >19, 5/693, d1=0.401, d2=0.379 g=2.688 2/2 [==============================] - 0s 13ms/step >19, 6/693, d1=0.582, d2=0.437 g=2.027 2/2 [==============================] - 0s 14ms/step >19, 7/693, d1=0.407, d2=0.345 g=2.956 2/2 [==============================] - 0s 13ms/step >19, 8/693, d1=0.494, d2=0.478 g=2.921 2/2 [==============================] - 0s 13ms/step >19, 9/693, d1=0.495, d2=0.456 g=3.128 2/2 [==============================] - 0s 12ms/step >19, 10/693, d1=0.426, d2=0.412 g=1.926 2/2 [==============================] - 0s 13ms/step >19, 11/693, d1=0.508, d2=0.409 g=2.532 2/2 [==============================] - 0s 11ms/step >19, 12/693, d1=0.408, d2=0.397 g=2.596 2/2 [==============================] - 0s 13ms/step >19, 13/693, d1=0.530, d2=0.471 g=1.835 2/2 [==============================] - 0s 13ms/step >19, 14/693, d1=0.494, d2=0.461 g=2.846 2/2 [==============================] - 0s 12ms/step >19, 15/693, d1=0.515, d2=0.426 g=2.154 2/2 [==============================] - 0s 13ms/step >19, 16/693, d1=0.573, d2=0.617 g=2.055 2/2 [==============================] - 0s 15ms/step >19, 17/693, d1=0.540, d2=0.441 g=2.632 2/2 [==============================] - 0s 13ms/step >19, 18/693, d1=0.506, d2=0.336 g=2.356 2/2 [==============================] - 0s 12ms/step >19, 19/693, d1=0.483, d2=0.563 g=2.114 2/2 [==============================] - 0s 13ms/step >19, 20/693, d1=0.444, d2=0.474 g=2.234 2/2 [==============================] - 0s 12ms/step >19, 21/693, d1=0.482, d2=0.404 g=1.934 2/2 [==============================] - 0s 12ms/step >19, 22/693, d1=0.527, d2=0.475 g=2.484 2/2 [==============================] - 0s 13ms/step >19, 23/693, d1=0.482, d2=0.406 g=2.041 2/2 [==============================] - 0s 14ms/step >19, 24/693, d1=0.508, d2=0.420 g=2.133 2/2 [==============================] - 0s 14ms/step >19, 25/693, d1=0.473, d2=0.531 g=2.595 2/2 [==============================] - 0s 13ms/step >19, 26/693, d1=0.510, d2=0.433 g=2.294 2/2 [==============================] - 0s 13ms/step >19, 27/693, d1=0.450, d2=0.457 g=3.016 2/2 [==============================] - 0s 12ms/step >19, 28/693, d1=0.533, d2=0.386 g=2.724 2/2 [==============================] - 0s 13ms/step >19, 29/693, d1=0.308, d2=0.451 g=2.253 2/2 [==============================] - 0s 12ms/step >19, 30/693, d1=0.496, d2=0.510 g=2.198 2/2 [==============================] - 0s 13ms/step >19, 31/693, d1=0.454, d2=0.407 g=1.912 2/2 [==============================] - 0s 12ms/step >19, 32/693, d1=0.546, d2=0.489 g=1.983 2/2 [==============================] - 0s 13ms/step >19, 33/693, d1=0.590, d2=0.487 g=1.760 2/2 [==============================] - 0s 11ms/step >19, 34/693, d1=0.463, d2=0.448 g=2.499 2/2 [==============================] - 0s 13ms/step >19, 35/693, d1=0.519, d2=0.439 g=2.320 2/2 [==============================] - 0s 14ms/step >19, 36/693, d1=0.478, d2=0.399 g=1.874 2/2 [==============================] - 0s 13ms/step >19, 37/693, d1=0.508, d2=0.582 g=1.991 2/2 [==============================] - 0s 12ms/step >19, 38/693, d1=0.368, d2=0.506 g=2.434 2/2 [==============================] - 0s 12ms/step >19, 39/693, d1=0.545, d2=0.369 g=2.535 2/2 [==============================] - 0s 13ms/step >19, 40/693, d1=0.572, d2=0.470 g=2.672 2/2 [==============================] - 0s 13ms/step >19, 41/693, d1=0.463, d2=0.551 g=2.319 2/2 [==============================] - 0s 13ms/step >19, 42/693, d1=0.506, d2=0.380 g=2.060 2/2 [==============================] - 0s 14ms/step >19, 43/693, d1=0.501, d2=0.426 g=2.155 2/2 [==============================] - 0s 13ms/step >19, 44/693, d1=0.429, d2=0.420 g=2.440 2/2 [==============================] - 0s 12ms/step >19, 45/693, d1=0.488, d2=0.466 g=2.869 2/2 [==============================] - 0s 11ms/step >19, 46/693, d1=0.561, d2=0.435 g=2.695 2/2 [==============================] - 0s 13ms/step >19, 47/693, d1=0.517, d2=0.435 g=2.486 2/2 [==============================] - 0s 12ms/step >19, 48/693, d1=0.535, d2=0.383 g=2.606 2/2 [==============================] - 0s 12ms/step >19, 49/693, d1=0.536, d2=0.536 g=2.401 2/2 [==============================] - 0s 14ms/step >19, 50/693, d1=0.482, d2=0.382 g=2.332 2/2 [==============================] - 0s 12ms/step >19, 51/693, d1=0.486, d2=0.394 g=1.882 2/2 [==============================] - 0s 13ms/step >19, 52/693, d1=0.398, d2=0.479 g=2.198 2/2 [==============================] - 0s 13ms/step >19, 53/693, d1=0.521, d2=0.397 g=1.992 2/2 [==============================] - 0s 12ms/step >19, 54/693, d1=0.401, d2=0.407 g=1.999 2/2 [==============================] - 0s 14ms/step >19, 55/693, d1=0.494, d2=0.478 g=1.720 2/2 [==============================] - 0s 13ms/step >19, 56/693, d1=0.522, d2=0.454 g=2.752 2/2 [==============================] - 0s 12ms/step >19, 57/693, d1=0.462, d2=0.426 g=2.166 2/2 [==============================] - 0s 12ms/step >19, 58/693, d1=0.317, d2=0.484 g=2.562 2/2 [==============================] - 0s 13ms/step >19, 59/693, d1=0.514, d2=0.419 g=2.142 2/2 [==============================] - 0s 13ms/step >19, 60/693, d1=0.430, d2=0.388 g=2.478 2/2 [==============================] - 0s 12ms/step >19, 61/693, d1=0.453, d2=0.454 g=2.323 2/2 [==============================] - 0s 12ms/step >19, 62/693, d1=0.578, d2=0.404 g=1.882 2/2 [==============================] - 0s 12ms/step >19, 63/693, d1=0.352, d2=0.543 g=2.116 2/2 [==============================] - 0s 14ms/step >19, 64/693, d1=0.561, d2=0.457 g=1.775 2/2 [==============================] - 0s 14ms/step >19, 65/693, d1=0.398, d2=0.504 g=1.979 2/2 [==============================] - 0s 14ms/step >19, 66/693, d1=0.550, d2=0.499 g=2.360 2/2 [==============================] - 0s 14ms/step >19, 67/693, d1=0.416, d2=0.496 g=2.197 2/2 [==============================] - 0s 13ms/step >19, 68/693, d1=0.538, d2=0.380 g=2.031 2/2 [==============================] - 0s 14ms/step >19, 69/693, d1=0.543, d2=0.460 g=1.839 2/2 [==============================] - 0s 12ms/step >19, 70/693, d1=0.318, d2=0.510 g=2.402 2/2 [==============================] - 0s 13ms/step >19, 71/693, d1=0.458, d2=0.527 g=2.640 2/2 [==============================] - 0s 13ms/step >19, 72/693, d1=0.541, d2=0.303 g=2.482 2/2 [==============================] - 0s 12ms/step >19, 73/693, d1=0.463, d2=0.498 g=2.099 2/2 [==============================] - 0s 12ms/step >19, 74/693, d1=0.552, d2=0.441 g=1.881 2/2 [==============================] - 0s 13ms/step >19, 75/693, d1=0.537, d2=0.439 g=2.343 2/2 [==============================] - 0s 12ms/step >19, 76/693, d1=0.425, d2=0.566 g=2.526 2/2 [==============================] - 0s 12ms/step >19, 77/693, d1=0.425, d2=0.384 g=2.159 2/2 [==============================] - 0s 13ms/step >19, 78/693, d1=0.576, d2=0.444 g=2.340 2/2 [==============================] - 0s 13ms/step >19, 79/693, d1=0.477, d2=0.439 g=2.037 2/2 [==============================] - 0s 15ms/step >19, 80/693, d1=0.463, d2=0.447 g=2.037 2/2 [==============================] - 0s 13ms/step >19, 81/693, d1=0.485, d2=0.480 g=2.143 2/2 [==============================] - 0s 12ms/step >19, 82/693, d1=0.513, d2=0.426 g=2.193 2/2 [==============================] - 0s 12ms/step >19, 83/693, d1=0.300, d2=0.427 g=1.953 2/2 [==============================] - 0s 14ms/step >19, 84/693, d1=0.446, d2=0.328 g=1.949 2/2 [==============================] - 0s 13ms/step >19, 85/693, d1=0.428, d2=0.415 g=2.931 2/2 [==============================] - 0s 12ms/step >19, 86/693, d1=0.571, d2=0.471 g=1.950 2/2 [==============================] - 0s 13ms/step >19, 87/693, d1=0.470, d2=0.502 g=1.976 2/2 [==============================] - 0s 12ms/step >19, 88/693, d1=0.580, d2=0.428 g=2.295 2/2 [==============================] - 0s 13ms/step >19, 89/693, d1=0.515, d2=0.510 g=2.504 2/2 [==============================] - 0s 12ms/step >19, 90/693, d1=0.553, d2=0.348 g=2.367 2/2 [==============================] - 0s 12ms/step >19, 91/693, d1=0.408, d2=0.550 g=2.602 2/2 [==============================] - 0s 12ms/step >19, 92/693, d1=0.487, d2=0.527 g=2.207 2/2 [==============================] - 0s 14ms/step >19, 93/693, d1=0.424, d2=0.365 g=2.126 2/2 [==============================] - 0s 11ms/step >19, 94/693, d1=0.431, d2=0.376 g=2.439 2/2 [==============================] - 0s 12ms/step >19, 95/693, d1=0.491, d2=0.531 g=2.396 2/2 [==============================] - 0s 13ms/step >19, 96/693, d1=0.356, d2=0.481 g=2.618 2/2 [==============================] - 0s 11ms/step >19, 97/693, d1=0.690, d2=0.497 g=1.956 2/2 [==============================] - 0s 14ms/step >19, 98/693, d1=0.498, d2=0.353 g=2.505 2/2 [==============================] - 0s 14ms/step >19, 99/693, d1=0.452, d2=0.438 g=2.245 2/2 [==============================] - 0s 13ms/step >19, 100/693, d1=0.482, d2=0.401 g=2.308 2/2 [==============================] - 0s 13ms/step >19, 101/693, d1=0.599, d2=0.410 g=1.866 2/2 [==============================] - 0s 13ms/step >19, 102/693, d1=0.369, d2=0.471 g=2.762 2/2 [==============================] - 0s 13ms/step >19, 103/693, d1=0.346, d2=0.390 g=2.707 2/2 [==============================] - 0s 12ms/step >19, 104/693, d1=0.561, d2=0.381 g=2.078 2/2 [==============================] - 0s 13ms/step >19, 105/693, d1=0.394, d2=0.498 g=2.161 2/2 [==============================] - 0s 12ms/step >19, 106/693, d1=0.418, d2=0.406 g=2.390 2/2 [==============================] - 0s 13ms/step >19, 107/693, d1=0.624, d2=0.520 g=2.292 2/2 [==============================] - 0s 13ms/step >19, 108/693, d1=0.537, d2=0.417 g=2.478 2/2 [==============================] - 0s 13ms/step >19, 109/693, d1=0.674, d2=0.473 g=2.179 2/2 [==============================] - 0s 14ms/step >19, 110/693, d1=0.480, d2=0.538 g=2.244 2/2 [==============================] - 0s 12ms/step >19, 111/693, d1=0.511, d2=0.416 g=2.646 2/2 [==============================] - 0s 14ms/step >19, 112/693, d1=0.425, d2=0.445 g=2.252 2/2 [==============================] - 0s 13ms/step >19, 113/693, d1=0.467, d2=0.364 g=2.425 2/2 [==============================] - 0s 13ms/step >19, 114/693, d1=0.507, d2=0.472 g=1.971 2/2 [==============================] - 0s 13ms/step >19, 115/693, d1=0.440, d2=0.523 g=2.166 2/2 [==============================] - 0s 12ms/step >19, 116/693, d1=0.483, d2=0.459 g=2.325 2/2 [==============================] - 0s 13ms/step >19, 117/693, d1=0.472, d2=0.439 g=2.274 2/2 [==============================] - 0s 12ms/step >19, 118/693, d1=0.520, d2=0.454 g=2.041 2/2 [==============================] - 0s 12ms/step >19, 119/693, d1=0.374, d2=0.441 g=1.856 2/2 [==============================] - 0s 12ms/step >19, 120/693, d1=0.474, d2=0.431 g=2.218 2/2 [==============================] - 0s 13ms/step >19, 121/693, d1=0.417, d2=0.454 g=1.812 2/2 [==============================] - 0s 13ms/step >19, 122/693, d1=0.635, d2=0.551 g=2.279 2/2 [==============================] - 0s 12ms/step >19, 123/693, d1=0.467, d2=0.394 g=2.601 2/2 [==============================] - 0s 13ms/step >19, 124/693, d1=0.499, d2=0.503 g=2.125 2/2 [==============================] - 0s 11ms/step >19, 125/693, d1=0.458, d2=0.431 g=2.311 2/2 [==============================] - 0s 13ms/step >19, 126/693, d1=0.585, d2=0.511 g=1.887 2/2 [==============================] - 0s 13ms/step >19, 127/693, d1=0.497, d2=0.468 g=2.416 2/2 [==============================] - 0s 13ms/step >19, 128/693, d1=0.479, d2=0.407 g=2.361 2/2 [==============================] - 0s 11ms/step >19, 129/693, d1=0.573, d2=0.447 g=3.023 2/2 [==============================] - 0s 13ms/step >19, 130/693, d1=0.470, d2=0.392 g=2.010 2/2 [==============================] - 0s 12ms/step >19, 131/693, d1=0.354, d2=0.484 g=2.208 2/2 [==============================] - 0s 13ms/step >19, 132/693, d1=0.476, d2=0.341 g=2.698 2/2 [==============================] - 0s 14ms/step >19, 133/693, d1=0.570, d2=0.532 g=1.799 2/2 [==============================] - 0s 13ms/step >19, 134/693, d1=0.379, d2=0.540 g=1.997 2/2 [==============================] - 0s 12ms/step >19, 135/693, d1=0.411, d2=0.426 g=2.285 2/2 [==============================] - 0s 12ms/step >19, 136/693, d1=0.504, d2=0.335 g=2.402 2/2 [==============================] - 0s 13ms/step >19, 137/693, d1=0.511, d2=0.338 g=2.744 2/2 [==============================] - 0s 12ms/step >19, 138/693, d1=0.488, d2=0.456 g=1.925 2/2 [==============================] - 0s 11ms/step >19, 139/693, d1=0.398, d2=0.505 g=1.865 2/2 [==============================] - 0s 13ms/step >19, 140/693, d1=0.408, d2=0.397 g=2.278 2/2 [==============================] - 0s 14ms/step >19, 141/693, d1=0.483, d2=0.458 g=2.408 2/2 [==============================] - 0s 11ms/step >19, 142/693, d1=0.549, d2=0.444 g=2.061 2/2 [==============================] - 0s 14ms/step >19, 143/693, d1=0.560, d2=0.472 g=2.017 2/2 [==============================] - 0s 14ms/step >19, 144/693, d1=0.598, d2=0.447 g=1.954 2/2 [==============================] - 0s 13ms/step >19, 145/693, d1=0.414, d2=0.477 g=2.067 2/2 [==============================] - 0s 12ms/step >19, 146/693, d1=0.392, d2=0.430 g=2.139 2/2 [==============================] - 0s 12ms/step >19, 147/693, d1=0.394, d2=0.403 g=2.579 2/2 [==============================] - 0s 12ms/step >19, 148/693, d1=0.527, d2=0.378 g=2.307 2/2 [==============================] - 0s 12ms/step >19, 149/693, d1=0.536, d2=0.410 g=2.216 2/2 [==============================] - 0s 13ms/step >19, 150/693, d1=0.433, d2=0.420 g=1.881 2/2 [==============================] - 0s 13ms/step >19, 151/693, d1=0.411, d2=0.452 g=2.151 2/2 [==============================] - 0s 13ms/step >19, 152/693, d1=0.462, d2=0.459 g=1.859 2/2 [==============================] - 0s 13ms/step >19, 153/693, d1=0.475, d2=0.439 g=2.036 2/2 [==============================] - 0s 12ms/step >19, 154/693, d1=0.407, d2=0.560 g=2.364 2/2 [==============================] - 0s 13ms/step >19, 155/693, d1=0.546, d2=0.359 g=2.503 2/2 [==============================] - 0s 11ms/step >19, 156/693, d1=0.444, d2=0.432 g=1.875 2/2 [==============================] - 0s 13ms/step >19, 157/693, d1=0.381, d2=0.433 g=2.532 2/2 [==============================] - 0s 14ms/step >19, 158/693, d1=0.472, d2=0.410 g=2.466 2/2 [==============================] - 0s 13ms/step >19, 159/693, d1=0.434, d2=0.418 g=2.399 2/2 [==============================] - 0s 11ms/step >19, 160/693, d1=0.424, d2=0.440 g=2.468 2/2 [==============================] - 0s 14ms/step >19, 161/693, d1=0.468, d2=0.364 g=2.103 2/2 [==============================] - 0s 13ms/step >19, 162/693, d1=0.434, d2=0.433 g=2.424 2/2 [==============================] - 0s 13ms/step >19, 163/693, d1=0.513, d2=0.472 g=2.831 2/2 [==============================] - 0s 12ms/step >19, 164/693, d1=0.535, d2=0.549 g=2.120 2/2 [==============================] - 0s 12ms/step >19, 165/693, d1=0.507, d2=0.387 g=2.205 2/2 [==============================] - 0s 13ms/step >19, 166/693, d1=0.534, d2=0.523 g=1.847 2/2 [==============================] - 0s 13ms/step >19, 167/693, d1=0.447, d2=0.474 g=2.088 2/2 [==============================] - 0s 12ms/step >19, 168/693, d1=0.490, d2=0.326 g=2.492 2/2 [==============================] - 0s 13ms/step >19, 169/693, d1=0.452, d2=0.559 g=2.272 2/2 [==============================] - 0s 12ms/step >19, 170/693, d1=0.569, d2=0.531 g=2.227 2/2 [==============================] - 0s 14ms/step >19, 171/693, d1=0.497, d2=0.398 g=2.122 2/2 [==============================] - 0s 14ms/step >19, 172/693, d1=0.381, d2=0.432 g=2.605 2/2 [==============================] - 0s 13ms/step >19, 173/693, d1=0.454, d2=0.513 g=2.243 2/2 [==============================] - 0s 13ms/step >19, 174/693, d1=0.464, d2=0.422 g=2.423 2/2 [==============================] - 0s 13ms/step >19, 175/693, d1=0.564, d2=0.454 g=2.544 2/2 [==============================] - 0s 14ms/step >19, 176/693, d1=0.488, d2=0.421 g=1.835 2/2 [==============================] - 0s 13ms/step >19, 177/693, d1=0.504, d2=0.485 g=1.742 2/2 [==============================] - 0s 12ms/step >19, 178/693, d1=0.477, d2=0.502 g=2.290 2/2 [==============================] - 0s 12ms/step >19, 179/693, d1=0.448, d2=0.466 g=2.542 2/2 [==============================] - 0s 11ms/step >19, 180/693, d1=0.437, d2=0.420 g=2.405 2/2 [==============================] - 0s 12ms/step >19, 181/693, d1=0.503, d2=0.438 g=2.729 2/2 [==============================] - 0s 13ms/step >19, 182/693, d1=0.402, d2=0.536 g=2.389 2/2 [==============================] - 0s 13ms/step >19, 183/693, d1=0.586, d2=0.407 g=2.362 2/2 [==============================] - 0s 14ms/step >19, 184/693, d1=0.393, d2=0.438 g=2.688 2/2 [==============================] - 0s 14ms/step >19, 185/693, d1=0.533, d2=0.382 g=2.106 2/2 [==============================] - 0s 14ms/step >19, 186/693, d1=0.485, d2=0.470 g=1.853 2/2 [==============================] - 0s 13ms/step >19, 187/693, d1=0.533, d2=0.505 g=2.150 2/2 [==============================] - 0s 13ms/step >19, 188/693, d1=0.361, d2=0.431 g=2.351 2/2 [==============================] - 0s 13ms/step >19, 189/693, d1=0.366, d2=0.430 g=2.115 2/2 [==============================] - 0s 12ms/step >19, 190/693, d1=0.489, d2=0.425 g=2.738 2/2 [==============================] - 0s 14ms/step >19, 191/693, d1=0.455, d2=0.423 g=2.890 2/2 [==============================] - 0s 14ms/step >19, 192/693, d1=0.499, d2=0.340 g=2.171 2/2 [==============================] - 0s 12ms/step >19, 193/693, d1=0.522, d2=0.549 g=2.695 2/2 [==============================] - 0s 12ms/step >19, 194/693, d1=0.580, d2=0.435 g=2.465 2/2 [==============================] - 0s 13ms/step >19, 195/693, d1=0.517, d2=0.432 g=2.118 2/2 [==============================] - 0s 13ms/step >19, 196/693, d1=0.457, d2=0.467 g=2.562 2/2 [==============================] - 0s 14ms/step >19, 197/693, d1=0.490, d2=0.410 g=2.699 2/2 [==============================] - 0s 14ms/step >19, 198/693, d1=0.497, d2=0.483 g=2.090 2/2 [==============================] - 0s 13ms/step >19, 199/693, d1=0.404, d2=0.412 g=2.118 2/2 [==============================] - 0s 12ms/step >19, 200/693, d1=0.438, d2=0.393 g=1.956 2/2 [==============================] - 0s 12ms/step >19, 201/693, d1=0.462, d2=0.497 g=2.248 2/2 [==============================] - 0s 12ms/step >19, 202/693, d1=0.609, d2=0.412 g=2.014 2/2 [==============================] - 0s 14ms/step >19, 203/693, d1=0.457, d2=0.589 g=2.215 2/2 [==============================] - 0s 12ms/step >19, 204/693, d1=0.623, d2=0.447 g=2.137 2/2 [==============================] - 0s 12ms/step >19, 205/693, d1=0.533, d2=0.508 g=2.076 2/2 [==============================] - 0s 11ms/step >19, 206/693, d1=0.483, d2=0.512 g=2.292 2/2 [==============================] - 0s 12ms/step >19, 207/693, d1=0.463, d2=0.389 g=1.880 2/2 [==============================] - 0s 13ms/step >19, 208/693, d1=0.590, d2=0.578 g=2.271 2/2 [==============================] - 0s 14ms/step >19, 209/693, d1=0.458, d2=0.412 g=2.046 2/2 [==============================] - 0s 13ms/step >19, 210/693, d1=0.586, d2=0.509 g=2.016 2/2 [==============================] - 0s 13ms/step >19, 211/693, d1=0.627, d2=0.519 g=2.522 2/2 [==============================] - 0s 14ms/step >19, 212/693, d1=0.421, d2=0.393 g=1.904 2/2 [==============================] - 0s 13ms/step >19, 213/693, d1=0.476, d2=0.339 g=1.991 2/2 [==============================] - 0s 15ms/step >19, 214/693, d1=0.427, d2=0.376 g=1.924 2/2 [==============================] - 0s 13ms/step >19, 215/693, d1=0.452, d2=0.369 g=2.454 2/2 [==============================] - 0s 13ms/step >19, 216/693, d1=0.533, d2=0.495 g=1.758 2/2 [==============================] - 0s 12ms/step >19, 217/693, d1=0.542, d2=0.532 g=2.341 2/2 [==============================] - 0s 13ms/step >19, 218/693, d1=0.437, d2=0.532 g=2.082 2/2 [==============================] - 0s 13ms/step >19, 219/693, d1=0.481, d2=0.322 g=2.313 2/2 [==============================] - 0s 12ms/step >19, 220/693, d1=0.487, d2=0.494 g=2.228 2/2 [==============================] - 0s 12ms/step >19, 221/693, d1=0.335, d2=0.423 g=2.041 2/2 [==============================] - 0s 14ms/step >19, 222/693, d1=0.558, d2=0.417 g=2.172 2/2 [==============================] - 0s 15ms/step >19, 223/693, d1=0.570, d2=0.421 g=2.311 2/2 [==============================] - 0s 14ms/step >19, 224/693, d1=0.426, d2=0.417 g=2.186 2/2 [==============================] - 0s 13ms/step >19, 225/693, d1=0.524, d2=0.475 g=2.370 2/2 [==============================] - 0s 13ms/step >19, 226/693, d1=0.324, d2=0.498 g=2.552 2/2 [==============================] - 0s 11ms/step >19, 227/693, d1=0.555, d2=0.425 g=2.228 2/2 [==============================] - 0s 11ms/step >19, 228/693, d1=0.403, d2=0.454 g=2.181 2/2 [==============================] - 0s 12ms/step >19, 229/693, d1=0.430, d2=0.378 g=2.605 2/2 [==============================] - 0s 12ms/step >19, 230/693, d1=0.428, d2=0.335 g=2.049 2/2 [==============================] - 0s 12ms/step >19, 231/693, d1=0.491, d2=0.513 g=1.577 2/2 [==============================] - 0s 14ms/step >19, 232/693, d1=0.470, d2=0.442 g=2.121 2/2 [==============================] - 0s 14ms/step >19, 233/693, d1=0.383, d2=0.436 g=2.506 2/2 [==============================] - 0s 14ms/step >19, 234/693, d1=0.607, d2=0.517 g=2.744 2/2 [==============================] - 0s 13ms/step >19, 235/693, d1=0.438, d2=0.444 g=2.599 2/2 [==============================] - 0s 13ms/step >19, 236/693, d1=0.396, d2=0.409 g=2.892 2/2 [==============================] - 0s 14ms/step >19, 237/693, d1=0.580, d2=0.498 g=2.718 2/2 [==============================] - 0s 12ms/step >19, 238/693, d1=0.495, d2=0.426 g=2.250 2/2 [==============================] - 0s 12ms/step >19, 239/693, d1=0.429, d2=0.446 g=2.311 2/2 [==============================] - 0s 13ms/step >19, 240/693, d1=0.499, d2=0.376 g=2.306 2/2 [==============================] - 0s 12ms/step >19, 241/693, d1=0.354, d2=0.410 g=2.372 2/2 [==============================] - 0s 13ms/step >19, 242/693, d1=0.659, d2=0.405 g=1.922 2/2 [==============================] - 0s 14ms/step >19, 243/693, d1=0.332, d2=0.471 g=1.983 2/2 [==============================] - 0s 13ms/step >19, 244/693, d1=0.487, d2=0.476 g=2.169 2/2 [==============================] - 0s 11ms/step >19, 245/693, d1=0.392, d2=0.395 g=2.131 2/2 [==============================] - 0s 12ms/step >19, 246/693, d1=0.489, d2=0.422 g=1.818 2/2 [==============================] - 0s 14ms/step >19, 247/693, d1=0.594, d2=0.425 g=1.802 2/2 [==============================] - 0s 13ms/step >19, 248/693, d1=0.440, d2=0.433 g=2.397 2/2 [==============================] - 0s 14ms/step >19, 249/693, d1=0.414, d2=0.437 g=2.412 2/2 [==============================] - 0s 14ms/step >19, 250/693, d1=0.602, d2=0.340 g=1.776 2/2 [==============================] - 0s 12ms/step >19, 251/693, d1=0.520, d2=0.478 g=1.952 2/2 [==============================] - 0s 13ms/step >19, 252/693, d1=0.394, d2=0.525 g=1.816 2/2 [==============================] - 0s 13ms/step >19, 253/693, d1=0.508, d2=0.403 g=2.185 2/2 [==============================] - 0s 11ms/step >19, 254/693, d1=0.541, d2=0.442 g=2.224 2/2 [==============================] - 0s 12ms/step >19, 255/693, d1=0.482, d2=0.527 g=2.081 2/2 [==============================] - 0s 15ms/step >19, 256/693, d1=0.401, d2=0.427 g=2.954 2/2 [==============================] - 0s 13ms/step >19, 257/693, d1=0.521, d2=0.435 g=2.788 2/2 [==============================] - 0s 14ms/step >19, 258/693, d1=0.485, d2=0.472 g=3.008 2/2 [==============================] - 0s 14ms/step >19, 259/693, d1=0.418, d2=0.420 g=2.260 2/2 [==============================] - 0s 14ms/step >19, 260/693, d1=0.472, d2=0.428 g=2.264 2/2 [==============================] - 0s 13ms/step >19, 261/693, d1=0.597, d2=0.337 g=2.281 2/2 [==============================] - 0s 13ms/step >19, 262/693, d1=0.478, d2=0.457 g=2.821 2/2 [==============================] - 0s 12ms/step >19, 263/693, d1=0.454, d2=0.426 g=3.225 2/2 [==============================] - 0s 12ms/step >19, 264/693, d1=0.585, d2=0.451 g=1.764 2/2 [==============================] - 0s 13ms/step >19, 265/693, d1=0.455, d2=0.441 g=2.202 2/2 [==============================] - 0s 13ms/step >19, 266/693, d1=0.404, d2=0.397 g=2.493 2/2 [==============================] - 0s 13ms/step >19, 267/693, d1=0.491, d2=0.375 g=2.425 2/2 [==============================] - 0s 12ms/step >19, 268/693, d1=0.432, d2=0.521 g=2.024 2/2 [==============================] - 0s 13ms/step >19, 269/693, d1=0.538, d2=0.420 g=2.513 2/2 [==============================] - 0s 14ms/step >19, 270/693, d1=0.481, d2=0.457 g=2.048 2/2 [==============================] - 0s 13ms/step >19, 271/693, d1=0.486, d2=0.501 g=2.703 2/2 [==============================] - 0s 11ms/step >19, 272/693, d1=0.528, d2=0.404 g=2.138 2/2 [==============================] - 0s 13ms/step >19, 273/693, d1=0.401, d2=0.456 g=2.326 2/2 [==============================] - 0s 13ms/step >19, 274/693, d1=0.592, d2=0.338 g=2.020 2/2 [==============================] - 0s 13ms/step >19, 275/693, d1=0.393, d2=0.442 g=2.326 2/2 [==============================] - 0s 12ms/step >19, 276/693, d1=0.410, d2=0.367 g=2.584 2/2 [==============================] - 0s 13ms/step >19, 277/693, d1=0.404, d2=0.390 g=2.423 2/2 [==============================] - 0s 13ms/step >19, 278/693, d1=0.562, d2=0.463 g=2.465 2/2 [==============================] - 0s 14ms/step >19, 279/693, d1=0.436, d2=0.435 g=2.300 2/2 [==============================] - 0s 14ms/step >19, 280/693, d1=0.508, d2=0.393 g=2.084 2/2 [==============================] - 0s 14ms/step >19, 281/693, d1=0.423, d2=0.568 g=2.309 2/2 [==============================] - 0s 11ms/step >19, 282/693, d1=0.500, d2=0.466 g=2.797 2/2 [==============================] - 0s 12ms/step >19, 283/693, d1=0.602, d2=0.429 g=2.630 2/2 [==============================] - 0s 12ms/step >19, 284/693, d1=0.489, d2=0.506 g=2.097 2/2 [==============================] - 0s 13ms/step >19, 285/693, d1=0.435, d2=0.358 g=2.981 2/2 [==============================] - 0s 12ms/step >19, 286/693, d1=0.391, d2=0.328 g=2.164 2/2 [==============================] - 0s 13ms/step >19, 287/693, d1=0.543, d2=0.547 g=2.319 2/2 [==============================] - 0s 12ms/step >19, 288/693, d1=0.618, d2=0.478 g=2.691 2/2 [==============================] - 0s 11ms/step >19, 289/693, d1=0.521, d2=0.532 g=1.984 2/2 [==============================] - 0s 13ms/step >19, 290/693, d1=0.512, d2=0.384 g=2.755 2/2 [==============================] - 0s 13ms/step >19, 291/693, d1=0.428, d2=0.419 g=2.436 2/2 [==============================] - 0s 13ms/step >19, 292/693, d1=0.345, d2=0.399 g=2.172 2/2 [==============================] - 0s 14ms/step >19, 293/693, d1=0.561, d2=0.556 g=2.070 2/2 [==============================] - 0s 12ms/step >19, 294/693, d1=0.417, d2=0.358 g=1.992 2/2 [==============================] - 0s 13ms/step >19, 295/693, d1=0.489, d2=0.398 g=2.544 2/2 [==============================] - 0s 13ms/step >19, 296/693, d1=0.432, d2=0.471 g=2.243 2/2 [==============================] - 0s 14ms/step >19, 297/693, d1=0.499, d2=0.390 g=2.283 2/2 [==============================] - 0s 14ms/step >19, 298/693, d1=0.480, d2=0.512 g=1.607 2/2 [==============================] - 0s 12ms/step >19, 299/693, d1=0.399, d2=0.556 g=2.096 2/2 [==============================] - 0s 13ms/step >19, 300/693, d1=0.484, d2=0.385 g=2.885 2/2 [==============================] - 0s 13ms/step >19, 301/693, d1=0.612, d2=0.369 g=2.151 2/2 [==============================] - 0s 14ms/step >19, 302/693, d1=0.422, d2=0.423 g=2.457 2/2 [==============================] - 0s 13ms/step >19, 303/693, d1=0.397, d2=0.460 g=3.246 2/2 [==============================] - 0s 12ms/step >19, 304/693, d1=0.397, d2=0.347 g=2.277 2/2 [==============================] - 0s 14ms/step >19, 305/693, d1=0.478, d2=0.401 g=2.019 2/2 [==============================] - 0s 13ms/step >19, 306/693, d1=0.470, d2=0.555 g=2.261 2/2 [==============================] - 0s 13ms/step >19, 307/693, d1=0.357, d2=0.486 g=2.142 2/2 [==============================] - 0s 12ms/step >19, 308/693, d1=0.560, d2=0.350 g=2.990 2/2 [==============================] - 0s 15ms/step >19, 309/693, d1=0.510, d2=0.427 g=1.906 2/2 [==============================] - 0s 13ms/step >19, 310/693, d1=0.381, d2=0.419 g=1.755 2/2 [==============================] - 0s 13ms/step >19, 311/693, d1=0.467, d2=0.437 g=2.651 2/2 [==============================] - 0s 12ms/step >19, 312/693, d1=0.535, d2=0.470 g=1.751 2/2 [==============================] - 0s 13ms/step >19, 313/693, d1=0.511, d2=0.574 g=2.120 2/2 [==============================] - 0s 12ms/step >19, 314/693, d1=0.505, d2=0.401 g=2.516 2/2 [==============================] - 0s 14ms/step >19, 315/693, d1=0.557, d2=0.348 g=2.261 2/2 [==============================] - 0s 12ms/step >19, 316/693, d1=0.560, d2=0.480 g=2.691 2/2 [==============================] - 0s 11ms/step >19, 317/693, d1=0.527, d2=0.551 g=3.014 2/2 [==============================] - 0s 13ms/step >19, 318/693, d1=0.493, d2=0.451 g=1.921 2/2 [==============================] - 0s 12ms/step >19, 319/693, d1=0.413, d2=0.494 g=2.240 2/2 [==============================] - 0s 11ms/step >19, 320/693, d1=0.438, d2=0.417 g=2.721 2/2 [==============================] - 0s 11ms/step >19, 321/693, d1=0.494, d2=0.381 g=2.176 2/2 [==============================] - 0s 12ms/step >19, 322/693, d1=0.594, d2=0.484 g=1.808 2/2 [==============================] - 0s 12ms/step >19, 323/693, d1=0.359, d2=0.436 g=2.206 2/2 [==============================] - 0s 11ms/step >19, 324/693, d1=0.437, d2=0.387 g=1.851 2/2 [==============================] - 0s 11ms/step >19, 325/693, d1=0.529, d2=0.465 g=2.059 2/2 [==============================] - 0s 14ms/step >19, 326/693, d1=0.396, d2=0.398 g=1.936 2/2 [==============================] - 0s 12ms/step >19, 327/693, d1=0.445, d2=0.447 g=2.253 2/2 [==============================] - 0s 11ms/step >19, 328/693, d1=0.442, d2=0.424 g=2.046 2/2 [==============================] - 0s 11ms/step >19, 329/693, d1=0.301, d2=0.430 g=2.537 2/2 [==============================] - 0s 11ms/step >19, 330/693, d1=0.605, d2=0.402 g=2.396 2/2 [==============================] - 0s 11ms/step >19, 331/693, d1=0.570, d2=0.511 g=2.101 2/2 [==============================] - 0s 11ms/step >19, 332/693, d1=0.435, d2=0.462 g=2.136 2/2 [==============================] - 0s 11ms/step >19, 333/693, d1=0.566, d2=0.565 g=2.099 2/2 [==============================] - 0s 12ms/step >19, 334/693, d1=0.518, d2=0.338 g=1.912 2/2 [==============================] - 0s 12ms/step >19, 335/693, d1=0.491, d2=0.506 g=2.598 2/2 [==============================] - 0s 12ms/step >19, 336/693, d1=0.605, d2=0.514 g=1.724 2/2 [==============================] - 0s 11ms/step >19, 337/693, d1=0.528, d2=0.560 g=1.729 2/2 [==============================] - 0s 11ms/step >19, 338/693, d1=0.404, d2=0.466 g=2.314 2/2 [==============================] - 0s 12ms/step >19, 339/693, d1=0.517, d2=0.423 g=2.577 2/2 [==============================] - 0s 12ms/step >19, 340/693, d1=0.492, d2=0.387 g=2.179 2/2 [==============================] - 0s 11ms/step >19, 341/693, d1=0.386, d2=0.401 g=1.750 2/2 [==============================] - 0s 11ms/step >19, 342/693, d1=0.465, d2=0.378 g=2.299 2/2 [==============================] - 0s 12ms/step >19, 343/693, d1=0.440, d2=0.568 g=2.866 2/2 [==============================] - 0s 11ms/step >19, 344/693, d1=0.429, d2=0.376 g=2.192 2/2 [==============================] - 0s 12ms/step >19, 345/693, d1=0.385, d2=0.324 g=2.618 2/2 [==============================] - 0s 12ms/step >19, 346/693, d1=0.482, d2=0.480 g=2.722 2/2 [==============================] - 0s 12ms/step >19, 347/693, d1=0.402, d2=0.375 g=2.402 2/2 [==============================] - 0s 12ms/step >19, 348/693, d1=0.484, d2=0.454 g=2.485 2/2 [==============================] - 0s 12ms/step >19, 349/693, d1=0.458, d2=0.392 g=2.247 2/2 [==============================] - 0s 12ms/step >19, 350/693, d1=0.537, d2=0.433 g=1.634 2/2 [==============================] - 0s 12ms/step >19, 351/693, d1=0.451, d2=0.410 g=2.261 2/2 [==============================] - 0s 13ms/step >19, 352/693, d1=0.543, d2=0.512 g=2.381 2/2 [==============================] - 0s 13ms/step >19, 353/693, d1=0.455, d2=0.431 g=2.652 2/2 [==============================] - 0s 12ms/step >19, 354/693, d1=0.451, d2=0.399 g=2.407 2/2 [==============================] - 0s 11ms/step >19, 355/693, d1=0.393, d2=0.463 g=2.709 2/2 [==============================] - 0s 12ms/step >19, 356/693, d1=0.483, d2=0.364 g=3.378 2/2 [==============================] - 0s 12ms/step >19, 357/693, d1=0.675, d2=0.359 g=2.447 2/2 [==============================] - 0s 12ms/step >19, 358/693, d1=0.434, d2=0.481 g=2.682 2/2 [==============================] - 0s 11ms/step >19, 359/693, d1=0.469, d2=0.478 g=2.279 2/2 [==============================] - 0s 12ms/step >19, 360/693, d1=0.458, d2=0.349 g=2.240 2/2 [==============================] - 0s 11ms/step >19, 361/693, d1=0.396, d2=0.362 g=3.223 2/2 [==============================] - 0s 12ms/step >19, 362/693, d1=0.414, d2=0.464 g=2.680 2/2 [==============================] - 0s 12ms/step >19, 363/693, d1=0.454, d2=0.555 g=2.779 2/2 [==============================] - 0s 11ms/step >19, 364/693, d1=0.458, d2=0.412 g=2.386 2/2 [==============================] - 0s 12ms/step >19, 365/693, d1=0.522, d2=0.467 g=2.064 2/2 [==============================] - 0s 15ms/step >19, 366/693, d1=0.498, d2=0.385 g=1.779 2/2 [==============================] - 0s 12ms/step >19, 367/693, d1=0.491, d2=0.513 g=2.069 2/2 [==============================] - 0s 11ms/step >19, 368/693, d1=0.471, d2=0.420 g=3.034 2/2 [==============================] - 0s 12ms/step >19, 369/693, d1=0.406, d2=0.542 g=3.004 2/2 [==============================] - 0s 12ms/step >19, 370/693, d1=0.514, d2=0.419 g=2.289 2/2 [==============================] - 0s 11ms/step >19, 371/693, d1=0.534, d2=0.383 g=2.535 2/2 [==============================] - 0s 12ms/step >19, 372/693, d1=0.435, d2=0.408 g=2.367 2/2 [==============================] - 0s 13ms/step >19, 373/693, d1=0.577, d2=0.401 g=2.066 2/2 [==============================] - 0s 12ms/step >19, 374/693, d1=0.318, d2=0.409 g=2.017 2/2 [==============================] - 0s 12ms/step >19, 375/693, d1=0.524, d2=0.462 g=2.457 2/2 [==============================] - 0s 12ms/step >19, 376/693, d1=0.452, d2=0.538 g=2.286 2/2 [==============================] - 0s 11ms/step >19, 377/693, d1=0.466, d2=0.403 g=2.762 2/2 [==============================] - 0s 13ms/step >19, 378/693, d1=0.555, d2=0.395 g=2.551 2/2 [==============================] - 0s 13ms/step >19, 379/693, d1=0.500, d2=0.392 g=1.478 2/2 [==============================] - 0s 14ms/step >19, 380/693, d1=0.338, d2=0.424 g=1.579 2/2 [==============================] - 0s 12ms/step >19, 381/693, d1=0.559, d2=0.452 g=2.629 2/2 [==============================] - 0s 13ms/step >19, 382/693, d1=0.413, d2=0.417 g=2.796 2/2 [==============================] - 0s 11ms/step >19, 383/693, d1=0.540, d2=0.512 g=2.760 2/2 [==============================] - 0s 13ms/step >19, 384/693, d1=0.442, d2=0.406 g=2.284 2/2 [==============================] - 0s 13ms/step >19, 385/693, d1=0.549, d2=0.465 g=2.035 2/2 [==============================] - 0s 13ms/step >19, 386/693, d1=0.471, d2=0.646 g=2.653 2/2 [==============================] - 0s 14ms/step >19, 387/693, d1=0.487, d2=0.426 g=2.179 2/2 [==============================] - 0s 13ms/step >19, 388/693, d1=0.546, d2=0.453 g=2.257 2/2 [==============================] - 0s 13ms/step >19, 389/693, d1=0.542, d2=0.562 g=2.171 2/2 [==============================] - 0s 11ms/step >19, 390/693, d1=0.528, d2=0.406 g=2.069 2/2 [==============================] - 0s 11ms/step >19, 391/693, d1=0.532, d2=0.534 g=2.130 2/2 [==============================] - 0s 12ms/step >19, 392/693, d1=0.492, d2=0.449 g=2.206 2/2 [==============================] - 0s 11ms/step >19, 393/693, d1=0.461, d2=0.436 g=2.411 2/2 [==============================] - 0s 11ms/step >19, 394/693, d1=0.457, d2=0.548 g=2.049 2/2 [==============================] - 0s 12ms/step >19, 395/693, d1=0.480, d2=0.485 g=2.049 2/2 [==============================] - 0s 14ms/step >19, 396/693, d1=0.537, d2=0.574 g=2.656 2/2 [==============================] - 0s 12ms/step >19, 397/693, d1=0.449, d2=0.419 g=2.220 2/2 [==============================] - 0s 14ms/step >19, 398/693, d1=0.519, d2=0.476 g=3.427 2/2 [==============================] - 0s 11ms/step >19, 399/693, d1=0.595, d2=0.496 g=2.151 2/2 [==============================] - 0s 11ms/step >19, 400/693, d1=0.459, d2=0.384 g=2.579 2/2 [==============================] - 0s 12ms/step >19, 401/693, d1=0.425, d2=0.308 g=2.791 2/2 [==============================] - 0s 11ms/step >19, 402/693, d1=0.389, d2=0.507 g=2.636 2/2 [==============================] - 0s 11ms/step >19, 403/693, d1=0.402, d2=0.462 g=2.863 2/2 [==============================] - 0s 12ms/step >19, 404/693, d1=0.451, d2=0.375 g=2.233 2/2 [==============================] - 0s 12ms/step >19, 405/693, d1=0.549, d2=0.466 g=1.751 2/2 [==============================] - 0s 12ms/step >19, 406/693, d1=0.391, d2=0.421 g=3.125 2/2 [==============================] - 0s 11ms/step >19, 407/693, d1=0.538, d2=0.438 g=2.307 2/2 [==============================] - 0s 11ms/step >19, 408/693, d1=0.513, d2=0.378 g=1.825 2/2 [==============================] - 0s 12ms/step >19, 409/693, d1=0.378, d2=0.393 g=2.269 2/2 [==============================] - 0s 12ms/step >19, 410/693, d1=0.484, d2=0.406 g=2.528 2/2 [==============================] - 0s 14ms/step >19, 411/693, d1=0.478, d2=0.435 g=2.051 2/2 [==============================] - 0s 11ms/step >19, 412/693, d1=0.577, d2=0.529 g=1.788 2/2 [==============================] - 0s 11ms/step >19, 413/693, d1=0.375, d2=0.457 g=2.343 2/2 [==============================] - 0s 10ms/step >19, 414/693, d1=0.448, d2=0.318 g=2.822 2/2 [==============================] - 0s 14ms/step >19, 415/693, d1=0.556, d2=0.336 g=1.939 2/2 [==============================] - 0s 12ms/step >19, 416/693, d1=0.381, d2=0.647 g=2.314 2/2 [==============================] - 0s 14ms/step >19, 417/693, d1=0.510, d2=0.320 g=2.470 2/2 [==============================] - 0s 12ms/step >19, 418/693, d1=0.472, d2=0.423 g=2.831 2/2 [==============================] - 0s 12ms/step >19, 419/693, d1=0.476, d2=0.440 g=2.548 2/2 [==============================] - 0s 15ms/step >19, 420/693, d1=0.495, d2=0.393 g=2.373 2/2 [==============================] - 0s 12ms/step >19, 421/693, d1=0.346, d2=0.457 g=2.184 2/2 [==============================] - 0s 11ms/step >19, 422/693, d1=0.485, d2=0.359 g=2.438 2/2 [==============================] - 0s 14ms/step >19, 423/693, d1=0.474, d2=0.429 g=2.520 2/2 [==============================] - 0s 12ms/step >19, 424/693, d1=0.420, d2=0.394 g=2.311 2/2 [==============================] - 0s 12ms/step >19, 425/693, d1=0.541, d2=0.442 g=2.550 2/2 [==============================] - 0s 13ms/step >19, 426/693, d1=0.383, d2=0.373 g=2.319 2/2 [==============================] - 0s 12ms/step >19, 427/693, d1=0.504, d2=0.369 g=2.065 2/2 [==============================] - 0s 15ms/step >19, 428/693, d1=0.548, d2=0.608 g=2.497 2/2 [==============================] - 0s 11ms/step >19, 429/693, d1=0.468, d2=0.395 g=2.368 2/2 [==============================] - 0s 12ms/step >19, 430/693, d1=0.468, d2=0.373 g=2.441 2/2 [==============================] - 0s 11ms/step >19, 431/693, d1=0.447, d2=0.535 g=2.073 2/2 [==============================] - 0s 12ms/step >19, 432/693, d1=0.602, d2=0.337 g=2.469 2/2 [==============================] - 0s 12ms/step >19, 433/693, d1=0.492, d2=0.487 g=2.308 2/2 [==============================] - 0s 11ms/step >19, 434/693, d1=0.406, d2=0.448 g=2.436 2/2 [==============================] - 0s 13ms/step >19, 435/693, d1=0.451, d2=0.414 g=2.604 2/2 [==============================] - 0s 11ms/step >19, 436/693, d1=0.518, d2=0.448 g=2.677 2/2 [==============================] - 0s 11ms/step >19, 437/693, d1=0.572, d2=0.441 g=2.108 2/2 [==============================] - 0s 13ms/step >19, 438/693, d1=0.553, d2=0.479 g=2.093 2/2 [==============================] - 0s 12ms/step >19, 439/693, d1=0.512, d2=0.493 g=2.297 2/2 [==============================] - 0s 12ms/step >19, 440/693, d1=0.242, d2=0.354 g=2.651 2/2 [==============================] - 0s 13ms/step >19, 441/693, d1=0.581, d2=0.341 g=2.343 2/2 [==============================] - 0s 14ms/step >19, 442/693, d1=0.614, d2=0.499 g=1.935 2/2 [==============================] - 0s 13ms/step >19, 443/693, d1=0.457, d2=0.554 g=2.268 2/2 [==============================] - 0s 15ms/step >19, 444/693, d1=0.478, d2=0.413 g=2.545 2/2 [==============================] - 0s 13ms/step >19, 445/693, d1=0.517, d2=0.388 g=2.208 2/2 [==============================] - 0s 14ms/step >19, 446/693, d1=0.452, d2=0.430 g=2.333 2/2 [==============================] - 0s 14ms/step >19, 447/693, d1=0.522, d2=0.446 g=2.560 2/2 [==============================] - 0s 15ms/step >19, 448/693, d1=0.540, d2=0.367 g=2.475 2/2 [==============================] - 0s 14ms/step >19, 449/693, d1=0.371, d2=0.619 g=2.188 2/2 [==============================] - 0s 13ms/step >19, 450/693, d1=0.424, d2=0.320 g=2.306 2/2 [==============================] - 0s 12ms/step >19, 451/693, d1=0.655, d2=0.451 g=2.043 2/2 [==============================] - 0s 12ms/step >19, 452/693, d1=0.290, d2=0.420 g=2.408 2/2 [==============================] - 0s 12ms/step >19, 453/693, d1=0.490, d2=0.502 g=2.240 2/2 [==============================] - 0s 12ms/step >19, 454/693, d1=0.419, d2=0.431 g=2.430 2/2 [==============================] - 0s 11ms/step >19, 455/693, d1=0.562, d2=0.392 g=2.611 2/2 [==============================] - 0s 11ms/step >19, 456/693, d1=0.499, d2=0.410 g=2.116 2/2 [==============================] - 0s 12ms/step >19, 457/693, d1=0.366, d2=0.431 g=2.973 2/2 [==============================] - 0s 11ms/step >19, 458/693, d1=0.443, d2=0.396 g=2.505 2/2 [==============================] - 0s 12ms/step >19, 459/693, d1=0.466, d2=0.446 g=1.864 2/2 [==============================] - 0s 12ms/step >19, 460/693, d1=0.516, d2=0.472 g=2.439 2/2 [==============================] - 0s 12ms/step >19, 461/693, d1=0.504, d2=0.447 g=2.092 2/2 [==============================] - 0s 12ms/step >19, 462/693, d1=0.343, d2=0.414 g=2.187 2/2 [==============================] - 0s 11ms/step >19, 463/693, d1=0.537, d2=0.514 g=2.721 2/2 [==============================] - 0s 12ms/step >19, 464/693, d1=0.584, d2=0.463 g=2.158 2/2 [==============================] - 0s 11ms/step >19, 465/693, d1=0.399, d2=0.469 g=2.616 2/2 [==============================] - 0s 12ms/step >19, 466/693, d1=0.551, d2=0.436 g=3.340 2/2 [==============================] - 0s 11ms/step >19, 467/693, d1=0.482, d2=0.460 g=2.079 2/2 [==============================] - 0s 12ms/step >19, 468/693, d1=0.381, d2=0.404 g=2.697 2/2 [==============================] - 0s 11ms/step >19, 469/693, d1=0.404, d2=0.429 g=1.992 2/2 [==============================] - 0s 13ms/step >19, 470/693, d1=0.555, d2=0.448 g=3.100 2/2 [==============================] - 0s 11ms/step >19, 471/693, d1=0.379, d2=0.340 g=2.518 2/2 [==============================] - 0s 13ms/step >19, 472/693, d1=0.559, d2=0.407 g=2.264 2/2 [==============================] - 0s 11ms/step >19, 473/693, d1=0.463, d2=0.459 g=1.855 2/2 [==============================] - 0s 12ms/step >19, 474/693, d1=0.453, d2=0.468 g=2.108 2/2 [==============================] - 0s 12ms/step >19, 475/693, d1=0.420, d2=0.567 g=2.510 2/2 [==============================] - 0s 12ms/step >19, 476/693, d1=0.413, d2=0.399 g=1.951 2/2 [==============================] - 0s 12ms/step >19, 477/693, d1=0.448, d2=0.389 g=2.193 2/2 [==============================] - 0s 10ms/step >19, 478/693, d1=0.493, d2=0.365 g=2.155 2/2 [==============================] - 0s 12ms/step >19, 479/693, d1=0.309, d2=0.439 g=2.572 2/2 [==============================] - 0s 11ms/step >19, 480/693, d1=0.449, d2=0.447 g=2.332 2/2 [==============================] - 0s 11ms/step >19, 481/693, d1=0.491, d2=0.400 g=2.433 2/2 [==============================] - 0s 12ms/step >19, 482/693, d1=0.423, d2=0.369 g=2.167 2/2 [==============================] - 0s 13ms/step >19, 483/693, d1=0.558, d2=0.424 g=2.429 2/2 [==============================] - 0s 11ms/step >19, 484/693, d1=0.427, d2=0.536 g=2.521 2/2 [==============================] - 0s 12ms/step >19, 485/693, d1=0.541, d2=0.371 g=2.186 2/2 [==============================] - 0s 15ms/step >19, 486/693, d1=0.560, d2=0.431 g=1.943 2/2 [==============================] - 0s 12ms/step >19, 487/693, d1=0.497, d2=0.492 g=2.278 2/2 [==============================] - 0s 11ms/step >19, 488/693, d1=0.420, d2=0.454 g=2.448 2/2 [==============================] - 0s 12ms/step >19, 489/693, d1=0.461, d2=0.392 g=2.085 2/2 [==============================] - 0s 12ms/step >19, 490/693, d1=0.640, d2=0.437 g=2.472 2/2 [==============================] - 0s 14ms/step >19, 491/693, d1=0.345, d2=0.490 g=2.719 2/2 [==============================] - 0s 11ms/step >19, 492/693, d1=0.533, d2=0.389 g=2.220 2/2 [==============================] - 0s 12ms/step >19, 493/693, d1=0.499, d2=0.417 g=1.841 2/2 [==============================] - 0s 11ms/step >19, 494/693, d1=0.377, d2=0.476 g=2.094 2/2 [==============================] - 0s 12ms/step >19, 495/693, d1=0.501, d2=0.349 g=2.553 2/2 [==============================] - 0s 11ms/step >19, 496/693, d1=0.550, d2=0.407 g=2.219 2/2 [==============================] - 0s 11ms/step >19, 497/693, d1=0.485, d2=0.486 g=1.932 2/2 [==============================] - 0s 13ms/step >19, 498/693, d1=0.429, d2=0.435 g=2.163 2/2 [==============================] - 0s 12ms/step >19, 499/693, d1=0.509, d2=0.457 g=2.274 2/2 [==============================] - 0s 12ms/step >19, 500/693, d1=0.448, d2=0.507 g=2.351 2/2 [==============================] - 0s 12ms/step >19, 501/693, d1=0.527, d2=0.395 g=1.950 2/2 [==============================] - 0s 11ms/step >19, 502/693, d1=0.482, d2=0.612 g=2.096 2/2 [==============================] - 0s 12ms/step >19, 503/693, d1=0.528, d2=0.426 g=2.587 2/2 [==============================] - 0s 12ms/step >19, 504/693, d1=0.534, d2=0.318 g=2.537 2/2 [==============================] - 0s 12ms/step >19, 505/693, d1=0.529, d2=0.408 g=2.432 2/2 [==============================] - 0s 11ms/step >19, 506/693, d1=0.383, d2=0.387 g=1.980 2/2 [==============================] - 0s 12ms/step >19, 507/693, d1=0.429, d2=0.544 g=2.229 2/2 [==============================] - 0s 12ms/step >19, 508/693, d1=0.598, d2=0.621 g=2.515 2/2 [==============================] - 0s 11ms/step >19, 509/693, d1=0.513, d2=0.340 g=2.672 2/2 [==============================] - 0s 12ms/step >19, 510/693, d1=0.572, d2=0.444 g=2.313 2/2 [==============================] - 0s 11ms/step >19, 511/693, d1=0.476, d2=0.425 g=2.665 2/2 [==============================] - 0s 11ms/step >19, 512/693, d1=0.509, d2=0.496 g=2.575 2/2 [==============================] - 0s 14ms/step >19, 513/693, d1=0.436, d2=0.437 g=2.143 2/2 [==============================] - 0s 11ms/step >19, 514/693, d1=0.575, d2=0.497 g=2.092 2/2 [==============================] - 0s 13ms/step >19, 515/693, d1=0.306, d2=0.307 g=2.394 2/2 [==============================] - 0s 14ms/step >19, 516/693, d1=0.471, d2=0.419 g=2.023 2/2 [==============================] - 0s 14ms/step >19, 517/693, d1=0.417, d2=0.519 g=1.821 2/2 [==============================] - 0s 13ms/step >19, 518/693, d1=0.423, d2=0.375 g=2.785 2/2 [==============================] - 0s 10ms/step >19, 519/693, d1=0.440, d2=0.362 g=2.244 2/2 [==============================] - 0s 10ms/step >19, 520/693, d1=0.450, d2=0.470 g=2.376 2/2 [==============================] - 0s 11ms/step >19, 521/693, d1=0.419, d2=0.307 g=2.479 2/2 [==============================] - 0s 12ms/step >19, 522/693, d1=0.477, d2=0.374 g=2.526 2/2 [==============================] - 0s 12ms/step >19, 523/693, d1=0.525, d2=0.434 g=1.931 2/2 [==============================] - 0s 11ms/step >19, 524/693, d1=0.528, d2=0.428 g=2.288 2/2 [==============================] - 0s 13ms/step >19, 525/693, d1=0.426, d2=0.415 g=2.432 2/2 [==============================] - 0s 11ms/step >19, 526/693, d1=0.442, d2=0.433 g=2.233 2/2 [==============================] - 0s 12ms/step >19, 527/693, d1=0.517, d2=0.434 g=2.352 2/2 [==============================] - 0s 13ms/step >19, 528/693, d1=0.409, d2=0.386 g=2.420 2/2 [==============================] - 0s 13ms/step >19, 529/693, d1=0.483, d2=0.435 g=2.281 2/2 [==============================] - 0s 12ms/step >19, 530/693, d1=0.530, d2=0.528 g=2.332 2/2 [==============================] - 0s 12ms/step >19, 531/693, d1=0.438, d2=0.432 g=2.565 2/2 [==============================] - 0s 13ms/step >19, 532/693, d1=0.445, d2=0.396 g=2.220 2/2 [==============================] - 0s 12ms/step >19, 533/693, d1=0.500, d2=0.511 g=1.812 2/2 [==============================] - 0s 12ms/step >19, 534/693, d1=0.479, d2=0.387 g=2.426 2/2 [==============================] - 0s 13ms/step >19, 535/693, d1=0.473, d2=0.325 g=1.675 2/2 [==============================] - 0s 13ms/step >19, 536/693, d1=0.504, d2=0.479 g=1.939 2/2 [==============================] - 0s 12ms/step >19, 537/693, d1=0.460, d2=0.524 g=2.414 2/2 [==============================] - 0s 11ms/step >19, 538/693, d1=0.452, d2=0.394 g=2.803 2/2 [==============================] - 0s 12ms/step >19, 539/693, d1=0.570, d2=0.447 g=2.096 2/2 [==============================] - 0s 11ms/step >19, 540/693, d1=0.471, d2=0.470 g=2.447 2/2 [==============================] - 0s 12ms/step >19, 541/693, d1=0.377, d2=0.381 g=2.883 2/2 [==============================] - 0s 11ms/step >19, 542/693, d1=0.506, d2=0.492 g=2.966 2/2 [==============================] - 0s 12ms/step >19, 543/693, d1=0.443, d2=0.417 g=2.447 2/2 [==============================] - 0s 12ms/step >19, 544/693, d1=0.493, d2=0.445 g=2.465 2/2 [==============================] - 0s 12ms/step >19, 545/693, d1=0.406, d2=0.432 g=2.974 2/2 [==============================] - 0s 12ms/step >19, 546/693, d1=0.558, d2=0.483 g=2.382 2/2 [==============================] - 0s 12ms/step >19, 547/693, d1=0.270, d2=0.412 g=2.260 2/2 [==============================] - 0s 11ms/step >19, 548/693, d1=0.462, d2=0.339 g=1.753 2/2 [==============================] - 0s 12ms/step >19, 549/693, d1=0.513, d2=0.354 g=2.157 2/2 [==============================] - 0s 13ms/step >19, 550/693, d1=0.506, d2=0.585 g=3.055 2/2 [==============================] - 0s 11ms/step >19, 551/693, d1=0.516, d2=0.394 g=2.435 2/2 [==============================] - 0s 12ms/step >19, 552/693, d1=0.399, d2=0.379 g=2.683 2/2 [==============================] - 0s 11ms/step >19, 553/693, d1=0.493, d2=0.413 g=2.541 2/2 [==============================] - 0s 12ms/step >19, 554/693, d1=0.392, d2=0.387 g=2.182 2/2 [==============================] - 0s 13ms/step >19, 555/693, d1=0.466, d2=0.518 g=2.330 2/2 [==============================] - 0s 13ms/step >19, 556/693, d1=0.449, d2=0.512 g=2.423 2/2 [==============================] - 0s 11ms/step >19, 557/693, d1=0.374, d2=0.356 g=2.419 2/2 [==============================] - 0s 12ms/step >19, 558/693, d1=0.631, d2=0.455 g=2.639 2/2 [==============================] - 0s 13ms/step >19, 559/693, d1=0.517, d2=0.457 g=2.193 2/2 [==============================] - 0s 12ms/step >19, 560/693, d1=0.561, d2=0.388 g=1.691 2/2 [==============================] - 0s 13ms/step >19, 561/693, d1=0.431, d2=0.422 g=2.322 2/2 [==============================] - 0s 12ms/step >19, 562/693, d1=0.469, d2=0.479 g=2.005 2/2 [==============================] - 0s 12ms/step >19, 563/693, d1=0.351, d2=0.377 g=3.211 2/2 [==============================] - 0s 13ms/step >19, 564/693, d1=0.469, d2=0.394 g=1.999 2/2 [==============================] - 0s 11ms/step >19, 565/693, d1=0.441, d2=0.441 g=2.262 2/2 [==============================] - 0s 12ms/step >19, 566/693, d1=0.436, d2=0.364 g=3.059 2/2 [==============================] - 0s 12ms/step >19, 567/693, d1=0.469, d2=0.512 g=2.461 2/2 [==============================] - 0s 12ms/step >19, 568/693, d1=0.528, d2=0.466 g=2.766 2/2 [==============================] - 0s 13ms/step >19, 569/693, d1=0.588, d2=0.418 g=1.949 2/2 [==============================] - 0s 14ms/step >19, 570/693, d1=0.403, d2=0.407 g=2.095 2/2 [==============================] - 0s 12ms/step >19, 571/693, d1=0.402, d2=0.418 g=2.298 2/2 [==============================] - 0s 12ms/step >19, 572/693, d1=0.456, d2=0.395 g=2.737 2/2 [==============================] - 0s 12ms/step >19, 573/693, d1=0.509, d2=0.342 g=2.415 2/2 [==============================] - 0s 12ms/step >19, 574/693, d1=0.478, d2=0.401 g=2.369 2/2 [==============================] - 0s 12ms/step >19, 575/693, d1=0.508, d2=0.444 g=2.943 2/2 [==============================] - 0s 12ms/step >19, 576/693, d1=0.451, d2=0.414 g=2.336 2/2 [==============================] - 0s 10ms/step >19, 577/693, d1=0.427, d2=0.472 g=2.044 2/2 [==============================] - 0s 14ms/step >19, 578/693, d1=0.394, d2=0.505 g=1.978 2/2 [==============================] - 0s 12ms/step >19, 579/693, d1=0.459, d2=0.330 g=2.240 2/2 [==============================] - 0s 11ms/step >19, 580/693, d1=0.514, d2=0.502 g=2.317 2/2 [==============================] - 0s 12ms/step >19, 581/693, d1=0.441, d2=0.361 g=2.966 2/2 [==============================] - 0s 12ms/step >19, 582/693, d1=0.485, d2=0.397 g=2.406 2/2 [==============================] - 0s 14ms/step >19, 583/693, d1=0.307, d2=0.374 g=1.939 2/2 [==============================] - 0s 13ms/step >19, 584/693, d1=0.464, d2=0.532 g=2.729 2/2 [==============================] - 0s 12ms/step >19, 585/693, d1=0.496, d2=0.401 g=2.495 2/2 [==============================] - 0s 12ms/step >19, 586/693, d1=0.494, d2=0.513 g=2.358 2/2 [==============================] - 0s 12ms/step >19, 587/693, d1=0.563, d2=0.389 g=1.971 2/2 [==============================] - 0s 13ms/step >19, 588/693, d1=0.519, d2=0.510 g=2.562 2/2 [==============================] - 0s 14ms/step >19, 589/693, d1=0.436, d2=0.343 g=2.297 2/2 [==============================] - 0s 13ms/step >19, 590/693, d1=0.462, d2=0.406 g=2.047 2/2 [==============================] - 0s 13ms/step >19, 591/693, d1=0.519, d2=0.491 g=1.889 2/2 [==============================] - 0s 14ms/step >19, 592/693, d1=0.324, d2=0.545 g=2.851 2/2 [==============================] - 0s 12ms/step >19, 593/693, d1=0.541, d2=0.410 g=2.632 2/2 [==============================] - 0s 12ms/step >19, 594/693, d1=0.532, d2=0.393 g=2.729 2/2 [==============================] - 0s 12ms/step >19, 595/693, d1=0.474, d2=0.459 g=1.825 2/2 [==============================] - 0s 13ms/step >19, 596/693, d1=0.371, d2=0.410 g=2.611 2/2 [==============================] - 0s 13ms/step >19, 597/693, d1=0.546, d2=0.487 g=2.396 2/2 [==============================] - 0s 12ms/step >19, 598/693, d1=0.578, d2=0.381 g=2.277 2/2 [==============================] - 0s 13ms/step >19, 599/693, d1=0.434, d2=0.505 g=1.708 2/2 [==============================] - 0s 12ms/step >19, 600/693, d1=0.463, d2=0.505 g=1.978 2/2 [==============================] - 0s 12ms/step >19, 601/693, d1=0.544, d2=0.521 g=2.365 2/2 [==============================] - 0s 11ms/step >19, 602/693, d1=0.391, d2=0.487 g=2.203 2/2 [==============================] - 0s 12ms/step >19, 603/693, d1=0.488, d2=0.431 g=2.312 2/2 [==============================] - 0s 11ms/step >19, 604/693, d1=0.463, d2=0.511 g=2.081 2/2 [==============================] - 0s 12ms/step >19, 605/693, d1=0.492, d2=0.440 g=2.387 2/2 [==============================] - 0s 11ms/step >19, 606/693, d1=0.518, d2=0.366 g=2.665 2/2 [==============================] - 0s 12ms/step >19, 607/693, d1=0.455, d2=0.459 g=2.341 2/2 [==============================] - 0s 12ms/step >19, 608/693, d1=0.426, d2=0.432 g=2.036 2/2 [==============================] - 0s 12ms/step >19, 609/693, d1=0.507, d2=0.469 g=2.015 2/2 [==============================] - 0s 12ms/step >19, 610/693, d1=0.433, d2=0.421 g=1.955 2/2 [==============================] - 0s 12ms/step >19, 611/693, d1=0.487, d2=0.533 g=2.891 2/2 [==============================] - 0s 11ms/step >19, 612/693, d1=0.542, d2=0.473 g=1.990 2/2 [==============================] - 0s 11ms/step >19, 613/693, d1=0.534, d2=0.403 g=2.579 2/2 [==============================] - 0s 12ms/step >19, 614/693, d1=0.553, d2=0.516 g=2.388 2/2 [==============================] - 0s 12ms/step >19, 615/693, d1=0.452, d2=0.448 g=2.486 2/2 [==============================] - 0s 11ms/step >19, 616/693, d1=0.475, d2=0.358 g=2.127 2/2 [==============================] - 0s 11ms/step >19, 617/693, d1=0.544, d2=0.524 g=1.826 2/2 [==============================] - 0s 11ms/step >19, 618/693, d1=0.542, d2=0.412 g=2.239 2/2 [==============================] - 0s 12ms/step >19, 619/693, d1=0.397, d2=0.439 g=2.355 2/2 [==============================] - 0s 11ms/step >19, 620/693, d1=0.487, d2=0.345 g=2.249 2/2 [==============================] - 0s 11ms/step >19, 621/693, d1=0.427, d2=0.441 g=1.868 2/2 [==============================] - 0s 11ms/step >19, 622/693, d1=0.430, d2=0.494 g=2.541 2/2 [==============================] - 0s 11ms/step >19, 623/693, d1=0.414, d2=0.396 g=2.345 2/2 [==============================] - 0s 11ms/step >19, 624/693, d1=0.446, d2=0.368 g=2.232 2/2 [==============================] - 0s 12ms/step >19, 625/693, d1=0.522, d2=0.486 g=2.680 2/2 [==============================] - 0s 12ms/step >19, 626/693, d1=0.431, d2=0.412 g=2.072 2/2 [==============================] - 0s 12ms/step >19, 627/693, d1=0.501, d2=0.379 g=2.544 2/2 [==============================] - 0s 12ms/step >19, 628/693, d1=0.496, d2=0.644 g=2.028 2/2 [==============================] - 0s 11ms/step >19, 629/693, d1=0.526, d2=0.473 g=2.555 2/2 [==============================] - 0s 13ms/step >19, 630/693, d1=0.371, d2=0.328 g=2.232 2/2 [==============================] - 0s 11ms/step >19, 631/693, d1=0.510, d2=0.546 g=1.939 2/2 [==============================] - 0s 12ms/step >19, 632/693, d1=0.570, d2=0.460 g=2.397 2/2 [==============================] - 0s 12ms/step >19, 633/693, d1=0.463, d2=0.395 g=2.524 2/2 [==============================] - 0s 12ms/step >19, 634/693, d1=0.422, d2=0.435 g=2.731 2/2 [==============================] - 0s 11ms/step >19, 635/693, d1=0.475, d2=0.388 g=2.454 2/2 [==============================] - 0s 13ms/step >19, 636/693, d1=0.475, d2=0.521 g=2.001 2/2 [==============================] - 0s 11ms/step >19, 637/693, d1=0.467, d2=0.429 g=2.579 2/2 [==============================] - 0s 11ms/step >19, 638/693, d1=0.486, d2=0.530 g=2.386 2/2 [==============================] - 0s 12ms/step >19, 639/693, d1=0.379, d2=0.418 g=2.647 2/2 [==============================] - 0s 13ms/step >19, 640/693, d1=0.635, d2=0.409 g=1.855 2/2 [==============================] - 0s 12ms/step >19, 641/693, d1=0.388, d2=0.491 g=2.613 2/2 [==============================] - 0s 11ms/step >19, 642/693, d1=0.459, d2=0.439 g=2.358 2/2 [==============================] - 0s 12ms/step >19, 643/693, d1=0.530, d2=0.359 g=2.140 2/2 [==============================] - 0s 12ms/step >19, 644/693, d1=0.566, d2=0.529 g=2.386 2/2 [==============================] - 0s 12ms/step >19, 645/693, d1=0.562, d2=0.465 g=2.278 2/2 [==============================] - 0s 12ms/step >19, 646/693, d1=0.415, d2=0.514 g=2.417 2/2 [==============================] - 0s 12ms/step >19, 647/693, d1=0.525, d2=0.441 g=2.215 2/2 [==============================] - 0s 11ms/step >19, 648/693, d1=0.443, d2=0.329 g=2.622 2/2 [==============================] - 0s 11ms/step >19, 649/693, d1=0.544, d2=0.471 g=2.048 2/2 [==============================] - 0s 11ms/step >19, 650/693, d1=0.471, d2=0.500 g=2.588 2/2 [==============================] - 0s 11ms/step >19, 651/693, d1=0.469, d2=0.414 g=2.526 2/2 [==============================] - 0s 13ms/step >19, 652/693, d1=0.671, d2=0.471 g=2.213 2/2 [==============================] - 0s 13ms/step >19, 653/693, d1=0.351, d2=0.543 g=2.499 2/2 [==============================] - 0s 12ms/step >19, 654/693, d1=0.589, d2=0.461 g=3.118 2/2 [==============================] - 0s 12ms/step >19, 655/693, d1=0.613, d2=0.404 g=2.196 2/2 [==============================] - 0s 11ms/step >19, 656/693, d1=0.417, d2=0.345 g=2.421 2/2 [==============================] - 0s 12ms/step >19, 657/693, d1=0.524, d2=0.504 g=2.099 2/2 [==============================] - 0s 12ms/step >19, 658/693, d1=0.476, d2=0.565 g=2.415 2/2 [==============================] - 0s 12ms/step >19, 659/693, d1=0.491, d2=0.363 g=2.541 2/2 [==============================] - 0s 12ms/step >19, 660/693, d1=0.611, d2=0.571 g=2.593 2/2 [==============================] - 0s 12ms/step >19, 661/693, d1=0.477, d2=0.401 g=2.077 2/2 [==============================] - 0s 11ms/step >19, 662/693, d1=0.334, d2=0.471 g=2.458 2/2 [==============================] - 0s 12ms/step >19, 663/693, d1=0.549, d2=0.419 g=2.221 2/2 [==============================] - 0s 12ms/step >19, 664/693, d1=0.490, d2=0.444 g=1.861 2/2 [==============================] - 0s 15ms/step >19, 665/693, d1=0.389, d2=0.328 g=2.111 2/2 [==============================] - 0s 11ms/step >19, 666/693, d1=0.507, d2=0.479 g=2.263 2/2 [==============================] - 0s 11ms/step >19, 667/693, d1=0.450, d2=0.527 g=2.666 2/2 [==============================] - 0s 11ms/step >19, 668/693, d1=0.603, d2=0.512 g=2.208 2/2 [==============================] - 0s 11ms/step >19, 669/693, d1=0.341, d2=0.533 g=2.384 2/2 [==============================] - 0s 11ms/step >19, 670/693, d1=0.512, d2=0.403 g=2.293 2/2 [==============================] - 0s 12ms/step >19, 671/693, d1=0.426, d2=0.509 g=2.352 2/2 [==============================] - 0s 11ms/step >19, 672/693, d1=0.483, d2=0.421 g=2.249 2/2 [==============================] - 0s 12ms/step >19, 673/693, d1=0.433, d2=0.480 g=2.764 2/2 [==============================] - 0s 13ms/step >19, 674/693, d1=0.419, d2=0.335 g=2.227 2/2 [==============================] - 0s 13ms/step >19, 675/693, d1=0.551, d2=0.392 g=2.178 2/2 [==============================] - 0s 12ms/step >19, 676/693, d1=0.556, d2=0.407 g=1.849 2/2 [==============================] - 0s 12ms/step >19, 677/693, d1=0.341, d2=0.588 g=1.984 2/2 [==============================] - 0s 12ms/step >19, 678/693, d1=0.430, d2=0.484 g=2.021 2/2 [==============================] - 0s 11ms/step >19, 679/693, d1=0.485, d2=0.390 g=2.701 2/2 [==============================] - 0s 11ms/step >19, 680/693, d1=0.449, d2=0.440 g=2.252 2/2 [==============================] - 0s 12ms/step >19, 681/693, d1=0.500, d2=0.478 g=2.351 2/2 [==============================] - 0s 13ms/step >19, 682/693, d1=0.493, d2=0.440 g=1.850 2/2 [==============================] - 0s 13ms/step >19, 683/693, d1=0.506, d2=0.456 g=2.092 2/2 [==============================] - 0s 11ms/step >19, 684/693, d1=0.578, d2=0.517 g=2.016 2/2 [==============================] - 0s 11ms/step >19, 685/693, d1=0.389, d2=0.439 g=2.040 2/2 [==============================] - 0s 12ms/step >19, 686/693, d1=0.543, d2=0.413 g=2.316 2/2 [==============================] - 0s 11ms/step >19, 687/693, d1=0.507, d2=0.481 g=2.120 2/2 [==============================] - 0s 12ms/step >19, 688/693, d1=0.618, d2=0.470 g=2.195 2/2 [==============================] - 0s 11ms/step >19, 689/693, d1=0.432, d2=0.378 g=2.022 2/2 [==============================] - 0s 12ms/step >19, 690/693, d1=0.424, d2=0.384 g=2.712 2/2 [==============================] - 0s 12ms/step >19, 691/693, d1=0.395, d2=0.350 g=4.973 2/2 [==============================] - 0s 12ms/step >19, 692/693, d1=0.403, d2=0.258 g=3.515 2/2 [==============================] - 0s 11ms/step >19, 693/693, d1=0.397, d2=0.286 g=3.592 2/2 [==============================] - 0s 12ms/step >20, 1/693, d1=0.433, d2=0.268 g=3.080 2/2 [==============================] - 0s 11ms/step >20, 2/693, d1=0.255, d2=0.374 g=3.234 2/2 [==============================] - 0s 11ms/step >20, 3/693, d1=0.303, d2=0.379 g=3.132 2/2 [==============================] - 0s 12ms/step >20, 4/693, d1=0.353, d2=0.455 g=1.814 2/2 [==============================] - 0s 11ms/step >20, 5/693, d1=0.406, d2=0.375 g=2.638 2/2 [==============================] - 0s 12ms/step >20, 6/693, d1=0.413, d2=0.413 g=2.964 2/2 [==============================] - 0s 11ms/step >20, 7/693, d1=0.443, d2=0.488 g=2.809 2/2 [==============================] - 0s 12ms/step >20, 8/693, d1=0.461, d2=0.440 g=2.364 2/2 [==============================] - 0s 12ms/step >20, 9/693, d1=0.524, d2=0.364 g=2.129 2/2 [==============================] - 0s 14ms/step >20, 10/693, d1=0.374, d2=0.506 g=3.407 2/2 [==============================] - 0s 11ms/step >20, 11/693, d1=0.506, d2=0.436 g=3.111 2/2 [==============================] - 0s 11ms/step >20, 12/693, d1=0.466, d2=0.449 g=2.900 2/2 [==============================] - 0s 11ms/step >20, 13/693, d1=0.434, d2=0.371 g=2.589 2/2 [==============================] - 0s 12ms/step >20, 14/693, d1=0.544, d2=0.493 g=3.971 2/2 [==============================] - 0s 12ms/step >20, 15/693, d1=0.535, d2=0.687 g=2.789 2/2 [==============================] - 0s 12ms/step >20, 16/693, d1=0.389, d2=0.361 g=2.756 2/2 [==============================] - 0s 12ms/step >20, 17/693, d1=0.550, d2=0.359 g=3.019 2/2 [==============================] - 0s 12ms/step >20, 18/693, d1=0.538, d2=0.485 g=2.912 2/2 [==============================] - 0s 12ms/step >20, 19/693, d1=0.515, d2=0.476 g=2.388 2/2 [==============================] - 0s 12ms/step >20, 20/693, d1=0.649, d2=0.410 g=2.783 2/2 [==============================] - 0s 11ms/step >20, 21/693, d1=0.395, d2=0.486 g=2.254 2/2 [==============================] - 0s 12ms/step >20, 22/693, d1=0.490, d2=0.501 g=2.654 2/2 [==============================] - 0s 12ms/step >20, 23/693, d1=0.471, d2=0.391 g=2.769 2/2 [==============================] - 0s 12ms/step >20, 24/693, d1=0.536, d2=0.477 g=3.302 2/2 [==============================] - 0s 11ms/step >20, 25/693, d1=0.489, d2=0.356 g=2.877 2/2 [==============================] - 0s 12ms/step >20, 26/693, d1=0.589, d2=0.480 g=2.102 2/2 [==============================] - 0s 11ms/step >20, 27/693, d1=0.369, d2=0.357 g=1.687 2/2 [==============================] - 0s 11ms/step >20, 28/693, d1=0.511, d2=0.533 g=2.621 2/2 [==============================] - 0s 12ms/step >20, 29/693, d1=0.477, d2=0.425 g=2.589 2/2 [==============================] - 0s 11ms/step >20, 30/693, d1=0.465, d2=0.446 g=2.567 2/2 [==============================] - 0s 12ms/step >20, 31/693, d1=0.446, d2=0.456 g=3.801 2/2 [==============================] - 0s 11ms/step >20, 32/693, d1=0.509, d2=0.266 g=2.339 2/2 [==============================] - 0s 11ms/step >20, 33/693, d1=0.406, d2=0.493 g=2.752 2/2 [==============================] - 0s 12ms/step >20, 34/693, d1=0.433, d2=0.516 g=2.906 2/2 [==============================] - 0s 12ms/step >20, 35/693, d1=0.429, d2=0.319 g=3.390 2/2 [==============================] - 0s 12ms/step >20, 36/693, d1=0.437, d2=0.369 g=2.797 2/2 [==============================] - 0s 11ms/step >20, 37/693, d1=0.558, d2=0.462 g=2.681 2/2 [==============================] - 0s 11ms/step >20, 38/693, d1=0.397, d2=0.449 g=2.742 2/2 [==============================] - 0s 12ms/step >20, 39/693, d1=0.383, d2=0.370 g=2.409 2/2 [==============================] - 0s 13ms/step >20, 40/693, d1=0.345, d2=0.480 g=2.423 2/2 [==============================] - 0s 12ms/step >20, 41/693, d1=0.580, d2=0.435 g=2.229 2/2 [==============================] - 0s 12ms/step >20, 42/693, d1=0.539, d2=0.427 g=2.757 2/2 [==============================] - 0s 14ms/step >20, 43/693, d1=0.464, d2=0.525 g=2.819 2/2 [==============================] - 0s 15ms/step >20, 44/693, d1=0.466, d2=0.440 g=2.539 2/2 [==============================] - 0s 12ms/step >20, 45/693, d1=0.490, d2=0.305 g=3.354 2/2 [==============================] - 0s 12ms/step >20, 46/693, d1=0.409, d2=0.521 g=2.760 2/2 [==============================] - 0s 11ms/step >20, 47/693, d1=0.444, d2=0.322 g=2.800 2/2 [==============================] - 0s 11ms/step >20, 48/693, d1=0.473, d2=0.432 g=2.366 2/2 [==============================] - 0s 12ms/step >20, 49/693, d1=0.459, d2=0.444 g=2.086 2/2 [==============================] - 0s 12ms/step >20, 50/693, d1=0.414, d2=0.335 g=2.270 2/2 [==============================] - 0s 11ms/step >20, 51/693, d1=0.329, d2=0.386 g=2.345 2/2 [==============================] - 0s 15ms/step >20, 52/693, d1=0.468, d2=0.390 g=2.576 2/2 [==============================] - 0s 11ms/step >20, 53/693, d1=0.396, d2=0.494 g=2.524 2/2 [==============================] - 0s 12ms/step >20, 54/693, d1=0.543, d2=0.387 g=2.552 2/2 [==============================] - 0s 11ms/step >20, 55/693, d1=0.467, d2=0.504 g=2.489 2/2 [==============================] - 0s 12ms/step >20, 56/693, d1=0.303, d2=0.355 g=2.304 2/2 [==============================] - 0s 11ms/step >20, 57/693, d1=0.470, d2=0.534 g=2.877 2/2 [==============================] - 0s 12ms/step >20, 58/693, d1=0.495, d2=0.498 g=2.368 2/2 [==============================] - 0s 12ms/step >20, 59/693, d1=0.526, d2=0.351 g=2.709 2/2 [==============================] - 0s 12ms/step >20, 60/693, d1=0.406, d2=0.312 g=2.056 2/2 [==============================] - 0s 12ms/step >20, 61/693, d1=0.546, d2=0.516 g=2.380 2/2 [==============================] - 0s 12ms/step >20, 62/693, d1=0.450, d2=0.446 g=1.935 2/2 [==============================] - 0s 11ms/step >20, 63/693, d1=0.348, d2=0.400 g=2.517 2/2 [==============================] - 0s 12ms/step >20, 64/693, d1=0.556, d2=0.420 g=3.338 2/2 [==============================] - 0s 12ms/step >20, 65/693, d1=0.444, d2=0.375 g=1.879 2/2 [==============================] - 0s 12ms/step >20, 66/693, d1=0.385, d2=0.431 g=2.666 2/2 [==============================] - 0s 12ms/step >20, 67/693, d1=0.383, d2=0.322 g=2.513 2/2 [==============================] - 0s 12ms/step >20, 68/693, d1=0.540, d2=0.358 g=2.158 2/2 [==============================] - 0s 14ms/step >20, 69/693, d1=0.375, d2=0.437 g=2.728 2/2 [==============================] - 0s 12ms/step >20, 70/693, d1=0.366, d2=0.407 g=2.820 2/2 [==============================] - 0s 13ms/step >20, 71/693, d1=0.507, d2=0.477 g=2.609 2/2 [==============================] - 0s 13ms/step >20, 72/693, d1=0.439, d2=0.497 g=3.071 2/2 [==============================] - 0s 11ms/step >20, 73/693, d1=0.452, d2=0.374 g=2.722 2/2 [==============================] - 0s 13ms/step >20, 74/693, d1=0.481, d2=0.366 g=2.864 2/2 [==============================] - 0s 13ms/step >20, 75/693, d1=0.398, d2=0.355 g=2.436 2/2 [==============================] - 0s 12ms/step >20, 76/693, d1=0.428, d2=0.588 g=2.569 2/2 [==============================] - 0s 12ms/step >20, 77/693, d1=0.541, d2=0.407 g=2.635 2/2 [==============================] - 0s 12ms/step >20, 78/693, d1=0.598, d2=0.540 g=2.174 2/2 [==============================] - 0s 12ms/step >20, 79/693, d1=0.508, d2=0.412 g=2.520 2/2 [==============================] - 0s 12ms/step >20, 80/693, d1=0.634, d2=0.400 g=1.944 2/2 [==============================] - 0s 12ms/step >20, 81/693, d1=0.372, d2=0.426 g=2.616 2/2 [==============================] - 0s 11ms/step >20, 82/693, d1=0.545, d2=0.438 g=2.009 2/2 [==============================] - 0s 12ms/step >20, 83/693, d1=0.434, d2=0.454 g=2.356 2/2 [==============================] - 0s 13ms/step >20, 84/693, d1=0.546, d2=0.477 g=2.075 2/2 [==============================] - 0s 14ms/step >20, 85/693, d1=0.453, d2=0.617 g=2.885 2/2 [==============================] - 0s 12ms/step >20, 86/693, d1=0.389, d2=0.352 g=2.518 2/2 [==============================] - 0s 12ms/step >20, 87/693, d1=0.584, d2=0.428 g=2.214 2/2 [==============================] - 0s 12ms/step >20, 88/693, d1=0.474, d2=0.502 g=2.732 2/2 [==============================] - 0s 12ms/step >20, 89/693, d1=0.602, d2=0.341 g=2.803 2/2 [==============================] - 0s 11ms/step >20, 90/693, d1=0.426, d2=0.423 g=2.586 2/2 [==============================] - 0s 12ms/step >20, 91/693, d1=0.376, d2=0.640 g=2.500 2/2 [==============================] - 0s 11ms/step >20, 92/693, d1=0.567, d2=0.358 g=2.249 2/2 [==============================] - 0s 12ms/step >20, 93/693, d1=0.487, d2=0.419 g=2.221 2/2 [==============================] - 0s 14ms/step >20, 94/693, d1=0.425, d2=0.456 g=2.652 2/2 [==============================] - 0s 11ms/step >20, 95/693, d1=0.454, d2=0.353 g=2.680 2/2 [==============================] - 0s 10ms/step >20, 96/693, d1=0.488, d2=0.382 g=2.783 2/2 [==============================] - 0s 13ms/step >20, 97/693, d1=0.403, d2=0.379 g=2.665 2/2 [==============================] - 0s 12ms/step >20, 98/693, d1=0.460, d2=0.381 g=2.477 2/2 [==============================] - 0s 11ms/step >20, 99/693, d1=0.465, d2=0.447 g=2.440 2/2 [==============================] - 0s 11ms/step >20, 100/693, d1=0.385, d2=0.425 g=2.195 2/2 [==============================] - 0s 11ms/step >20, 101/693, d1=0.379, d2=0.373 g=2.205 2/2 [==============================] - 0s 12ms/step >20, 102/693, d1=0.488, d2=0.499 g=2.608 2/2 [==============================] - 0s 12ms/step >20, 103/693, d1=0.427, d2=0.470 g=2.496 2/2 [==============================] - 0s 12ms/step >20, 104/693, d1=0.541, d2=0.302 g=2.549 2/2 [==============================] - 0s 12ms/step >20, 105/693, d1=0.560, d2=0.448 g=1.746 2/2 [==============================] - 0s 13ms/step >20, 106/693, d1=0.377, d2=0.514 g=2.292 2/2 [==============================] - 0s 12ms/step >20, 107/693, d1=0.396, d2=0.491 g=3.002 2/2 [==============================] - 0s 11ms/step >20, 108/693, d1=0.516, d2=0.371 g=2.802 2/2 [==============================] - 0s 12ms/step >20, 109/693, d1=0.596, d2=0.429 g=2.205 2/2 [==============================] - 0s 13ms/step >20, 110/693, d1=0.469, d2=0.383 g=2.376 2/2 [==============================] - 0s 15ms/step >20, 111/693, d1=0.476, d2=0.496 g=2.192 2/2 [==============================] - 0s 12ms/step >20, 112/693, d1=0.407, d2=0.561 g=2.531 2/2 [==============================] - 0s 12ms/step >20, 113/693, d1=0.475, d2=0.286 g=2.096 2/2 [==============================] - 0s 13ms/step >20, 114/693, d1=0.506, d2=0.465 g=2.044 2/2 [==============================] - 0s 13ms/step >20, 115/693, d1=0.453, d2=0.532 g=2.276 2/2 [==============================] - 0s 11ms/step >20, 116/693, d1=0.497, d2=0.333 g=2.398 2/2 [==============================] - 0s 12ms/step >20, 117/693, d1=0.537, d2=0.411 g=2.909 2/2 [==============================] - 0s 12ms/step >20, 118/693, d1=0.504, d2=0.420 g=1.750 2/2 [==============================] - 0s 12ms/step >20, 119/693, d1=0.459, d2=0.447 g=2.312 2/2 [==============================] - 0s 12ms/step >20, 120/693, d1=0.473, d2=0.388 g=2.156 2/2 [==============================] - 0s 12ms/step >20, 121/693, d1=0.532, d2=0.326 g=2.995 2/2 [==============================] - 0s 12ms/step >20, 122/693, d1=0.481, d2=0.601 g=2.230 2/2 [==============================] - 0s 12ms/step >20, 123/693, d1=0.353, d2=0.525 g=2.396 2/2 [==============================] - 0s 13ms/step >20, 124/693, d1=0.458, d2=0.457 g=2.530 2/2 [==============================] - 0s 13ms/step >20, 125/693, d1=0.480, d2=0.406 g=2.679 2/2 [==============================] - 0s 11ms/step >20, 126/693, d1=0.450, d2=0.497 g=2.947 2/2 [==============================] - 0s 12ms/step >20, 127/693, d1=0.462, d2=0.361 g=2.075 2/2 [==============================] - 0s 12ms/step >20, 128/693, d1=0.490, d2=0.480 g=2.288 2/2 [==============================] - 0s 12ms/step >20, 129/693, d1=0.522, d2=0.423 g=2.674 2/2 [==============================] - 0s 13ms/step >20, 130/693, d1=0.524, d2=0.514 g=1.820 2/2 [==============================] - 0s 12ms/step >20, 131/693, d1=0.424, d2=0.488 g=2.257 2/2 [==============================] - 0s 11ms/step >20, 132/693, d1=0.451, d2=0.469 g=2.186 2/2 [==============================] - 0s 11ms/step >20, 133/693, d1=0.503, d2=0.412 g=1.939 2/2 [==============================] - 0s 11ms/step >20, 134/693, d1=0.452, d2=0.431 g=2.671 2/2 [==============================] - 0s 12ms/step >20, 135/693, d1=0.468, d2=0.425 g=2.604 2/2 [==============================] - 0s 12ms/step >20, 136/693, d1=0.483, d2=0.457 g=2.766 2/2 [==============================] - 0s 12ms/step >20, 137/693, d1=0.455, d2=0.334 g=2.689 2/2 [==============================] - 0s 12ms/step >20, 138/693, d1=0.501, d2=0.376 g=2.191 2/2 [==============================] - 0s 12ms/step >20, 139/693, d1=0.567, d2=0.410 g=2.782 2/2 [==============================] - 0s 12ms/step >20, 140/693, d1=0.440, d2=0.467 g=2.626 2/2 [==============================] - 0s 12ms/step >20, 141/693, d1=0.440, d2=0.454 g=2.269 2/2 [==============================] - 0s 12ms/step >20, 142/693, d1=0.436, d2=0.378 g=2.131 2/2 [==============================] - 0s 12ms/step >20, 143/693, d1=0.385, d2=0.414 g=1.846 2/2 [==============================] - 0s 11ms/step >20, 144/693, d1=0.444, d2=0.389 g=2.262 2/2 [==============================] - 0s 12ms/step >20, 145/693, d1=0.373, d2=0.362 g=2.179 2/2 [==============================] - 0s 12ms/step >20, 146/693, d1=0.464, d2=0.402 g=2.256 2/2 [==============================] - 0s 12ms/step >20, 147/693, d1=0.569, d2=0.495 g=2.439 2/2 [==============================] - 0s 12ms/step >20, 148/693, d1=0.308, d2=0.341 g=2.673 2/2 [==============================] - 0s 13ms/step >20, 149/693, d1=0.468, d2=0.436 g=2.667 2/2 [==============================] - 0s 12ms/step >20, 150/693, d1=0.472, d2=0.386 g=1.980 2/2 [==============================] - 0s 12ms/step >20, 151/693, d1=0.461, d2=0.372 g=2.205 2/2 [==============================] - 0s 13ms/step >20, 152/693, d1=0.460, d2=0.505 g=2.022 2/2 [==============================] - 0s 12ms/step >20, 153/693, d1=0.537, d2=0.464 g=1.781 2/2 [==============================] - 0s 13ms/step >20, 154/693, d1=0.445, d2=0.463 g=1.966 2/2 [==============================] - 0s 12ms/step >20, 155/693, d1=0.453, d2=0.407 g=2.274 2/2 [==============================] - 0s 12ms/step >20, 156/693, d1=0.548, d2=0.463 g=2.414 2/2 [==============================] - 0s 12ms/step >20, 157/693, d1=0.414, d2=0.428 g=2.058 2/2 [==============================] - 0s 12ms/step >20, 158/693, d1=0.406, d2=0.454 g=1.833 2/2 [==============================] - 0s 15ms/step >20, 159/693, d1=0.448, d2=0.464 g=2.298 2/2 [==============================] - 0s 13ms/step >20, 160/693, d1=0.532, d2=0.410 g=2.545 2/2 [==============================] - 0s 11ms/step >20, 161/693, d1=0.456, d2=0.422 g=2.354 2/2 [==============================] - 0s 11ms/step >20, 162/693, d1=0.461, d2=0.441 g=2.483 2/2 [==============================] - 0s 12ms/step >20, 163/693, d1=0.418, d2=0.446 g=2.101 2/2 [==============================] - 0s 12ms/step >20, 164/693, d1=0.561, d2=0.427 g=2.447 2/2 [==============================] - 0s 12ms/step >20, 165/693, d1=0.395, d2=0.478 g=2.158 2/2 [==============================] - 0s 11ms/step >20, 166/693, d1=0.311, d2=0.354 g=2.439 2/2 [==============================] - 0s 13ms/step >20, 167/693, d1=0.605, d2=0.316 g=2.181 2/2 [==============================] - 0s 12ms/step >20, 168/693, d1=0.357, d2=0.579 g=2.588 2/2 [==============================] - 0s 12ms/step >20, 169/693, d1=0.385, d2=0.359 g=2.787 2/2 [==============================] - 0s 12ms/step >20, 170/693, d1=0.747, d2=0.370 g=2.429 2/2 [==============================] - 0s 13ms/step >20, 171/693, d1=0.561, d2=0.488 g=2.139 2/2 [==============================] - 0s 12ms/step >20, 172/693, d1=0.427, d2=0.430 g=2.249 2/2 [==============================] - 0s 12ms/step >20, 173/693, d1=0.505, d2=0.408 g=2.082 2/2 [==============================] - 0s 13ms/step >20, 174/693, d1=0.563, d2=0.537 g=2.258 2/2 [==============================] - 0s 13ms/step >20, 175/693, d1=0.414, d2=0.422 g=2.922 2/2 [==============================] - 0s 11ms/step >20, 176/693, d1=0.498, d2=0.359 g=1.807 2/2 [==============================] - 0s 13ms/step >20, 177/693, d1=0.356, d2=0.465 g=2.369 2/2 [==============================] - 0s 11ms/step >20, 178/693, d1=0.461, d2=0.394 g=2.491 2/2 [==============================] - 0s 12ms/step >20, 179/693, d1=0.522, d2=0.417 g=2.603 2/2 [==============================] - 0s 13ms/step >20, 180/693, d1=0.519, d2=0.522 g=1.772 2/2 [==============================] - 0s 13ms/step >20, 181/693, d1=0.384, d2=0.520 g=2.348 2/2 [==============================] - 0s 14ms/step >20, 182/693, d1=0.558, d2=0.530 g=2.506 2/2 [==============================] - 0s 13ms/step >20, 183/693, d1=0.464, d2=0.276 g=2.595 2/2 [==============================] - 0s 11ms/step >20, 184/693, d1=0.540, d2=0.469 g=1.873 2/2 [==============================] - 0s 12ms/step >20, 185/693, d1=0.431, d2=0.354 g=2.136 2/2 [==============================] - 0s 11ms/step >20, 186/693, d1=0.695, d2=0.486 g=1.984 2/2 [==============================] - 0s 13ms/step >20, 187/693, d1=0.385, d2=0.569 g=2.288 2/2 [==============================] - 0s 12ms/step >20, 188/693, d1=0.422, d2=0.332 g=2.240 2/2 [==============================] - 0s 12ms/step >20, 189/693, d1=0.481, d2=0.461 g=1.848 2/2 [==============================] - 0s 12ms/step >20, 190/693, d1=0.363, d2=0.539 g=2.613 2/2 [==============================] - 0s 11ms/step >20, 191/693, d1=0.590, d2=0.303 g=2.665 2/2 [==============================] - 0s 11ms/step >20, 192/693, d1=0.489, d2=0.514 g=2.751 2/2 [==============================] - 0s 11ms/step >20, 193/693, d1=0.438, d2=0.386 g=2.396 2/2 [==============================] - 0s 12ms/step >20, 194/693, d1=0.370, d2=0.499 g=2.493 2/2 [==============================] - 0s 12ms/step >20, 195/693, d1=0.415, d2=0.359 g=2.104 2/2 [==============================] - 0s 11ms/step >20, 196/693, d1=0.592, d2=0.506 g=2.182 2/2 [==============================] - 0s 12ms/step >20, 197/693, d1=0.528, d2=0.403 g=2.400 2/2 [==============================] - 0s 11ms/step >20, 198/693, d1=0.382, d2=0.407 g=2.415 2/2 [==============================] - 0s 13ms/step >20, 199/693, d1=0.409, d2=0.382 g=2.264 2/2 [==============================] - 0s 12ms/step >20, 200/693, d1=0.545, d2=0.396 g=1.993 2/2 [==============================] - 0s 15ms/step >20, 201/693, d1=0.480, d2=0.481 g=1.919 2/2 [==============================] - 0s 12ms/step >20, 202/693, d1=0.526, d2=0.515 g=2.173 2/2 [==============================] - 0s 12ms/step >20, 203/693, d1=0.448, d2=0.428 g=1.960 2/2 [==============================] - 0s 11ms/step >20, 204/693, d1=0.545, d2=0.523 g=2.044 2/2 [==============================] - 0s 11ms/step >20, 205/693, d1=0.412, d2=0.380 g=2.619 2/2 [==============================] - 0s 12ms/step >20, 206/693, d1=0.616, d2=0.395 g=1.941 2/2 [==============================] - 0s 12ms/step >20, 207/693, d1=0.413, d2=0.584 g=2.266 2/2 [==============================] - 0s 11ms/step >20, 208/693, d1=0.397, d2=0.367 g=2.773 2/2 [==============================] - 0s 11ms/step >20, 209/693, d1=0.616, d2=0.422 g=2.275 2/2 [==============================] - 0s 11ms/step >20, 210/693, d1=0.556, d2=0.583 g=2.262 2/2 [==============================] - 0s 15ms/step >20, 211/693, d1=0.456, d2=0.486 g=2.690 2/2 [==============================] - 0s 13ms/step >20, 212/693, d1=0.422, d2=0.435 g=2.348 2/2 [==============================] - 0s 12ms/step >20, 213/693, d1=0.595, d2=0.404 g=2.590 2/2 [==============================] - 0s 13ms/step >20, 214/693, d1=0.625, d2=0.463 g=1.905 2/2 [==============================] - 0s 11ms/step >20, 215/693, d1=0.466, d2=0.489 g=1.964 2/2 [==============================] - 0s 13ms/step >20, 216/693, d1=0.485, d2=0.369 g=2.287 2/2 [==============================] - 0s 12ms/step >20, 217/693, d1=0.476, d2=0.413 g=1.871 2/2 [==============================] - 0s 11ms/step >20, 218/693, d1=0.366, d2=0.549 g=2.181 2/2 [==============================] - 0s 12ms/step >20, 219/693, d1=0.481, d2=0.272 g=2.374 2/2 [==============================] - 0s 12ms/step >20, 220/693, d1=0.374, d2=0.475 g=2.234 2/2 [==============================] - 0s 11ms/step >20, 221/693, d1=0.538, d2=0.442 g=2.074 2/2 [==============================] - 0s 12ms/step >20, 222/693, d1=0.448, d2=0.416 g=2.710 2/2 [==============================] - 0s 12ms/step >20, 223/693, d1=0.418, d2=0.460 g=2.366 2/2 [==============================] - 0s 12ms/step >20, 224/693, d1=0.574, d2=0.415 g=2.332 2/2 [==============================] - 0s 12ms/step >20, 225/693, d1=0.430, d2=0.455 g=2.497 2/2 [==============================] - 0s 12ms/step >20, 226/693, d1=0.452, d2=0.416 g=2.432 2/2 [==============================] - 0s 11ms/step >20, 227/693, d1=0.609, d2=0.397 g=2.600 2/2 [==============================] - 0s 12ms/step >20, 228/693, d1=0.445, d2=0.448 g=2.337 2/2 [==============================] - 0s 11ms/step >20, 229/693, d1=0.413, d2=0.465 g=2.234 2/2 [==============================] - 0s 11ms/step >20, 230/693, d1=0.391, d2=0.404 g=2.561 2/2 [==============================] - 0s 11ms/step >20, 231/693, d1=0.488, d2=0.437 g=2.007 2/2 [==============================] - 0s 11ms/step >20, 232/693, d1=0.577, d2=0.551 g=2.194 2/2 [==============================] - 0s 12ms/step >20, 233/693, d1=0.459, d2=0.441 g=1.779 2/2 [==============================] - 0s 12ms/step >20, 234/693, d1=0.475, d2=0.329 g=2.551 2/2 [==============================] - 0s 13ms/step >20, 235/693, d1=0.432, d2=0.479 g=1.914 2/2 [==============================] - 0s 14ms/step >20, 236/693, d1=0.464, d2=0.461 g=1.950 2/2 [==============================] - 0s 11ms/step >20, 237/693, d1=0.521, d2=0.452 g=2.979 2/2 [==============================] - 0s 11ms/step >20, 238/693, d1=0.357, d2=0.403 g=1.940 2/2 [==============================] - 0s 12ms/step >20, 239/693, d1=0.420, d2=0.493 g=2.998 2/2 [==============================] - 0s 12ms/step >20, 240/693, d1=0.545, d2=0.337 g=2.026 2/2 [==============================] - 0s 12ms/step >20, 241/693, d1=0.453, d2=0.356 g=2.214 2/2 [==============================] - 0s 12ms/step >20, 242/693, d1=0.342, d2=0.481 g=2.154 2/2 [==============================] - 0s 12ms/step >20, 243/693, d1=0.569, d2=0.521 g=2.431 2/2 [==============================] - 0s 11ms/step >20, 244/693, d1=0.476, d2=0.430 g=1.885 2/2 [==============================] - 0s 12ms/step >20, 245/693, d1=0.489, d2=0.401 g=2.576 2/2 [==============================] - 0s 12ms/step >20, 246/693, d1=0.474, d2=0.433 g=2.427 2/2 [==============================] - 0s 11ms/step >20, 247/693, d1=0.484, d2=0.543 g=2.226 2/2 [==============================] - 0s 11ms/step >20, 248/693, d1=0.619, d2=0.477 g=2.189 2/2 [==============================] - 0s 12ms/step >20, 249/693, d1=0.493, d2=0.454 g=2.357 2/2 [==============================] - 0s 11ms/step >20, 250/693, d1=0.398, d2=0.476 g=2.114 2/2 [==============================] - 0s 15ms/step >20, 251/693, d1=0.489, d2=0.438 g=2.232 2/2 [==============================] - 0s 11ms/step >20, 252/693, d1=0.543, d2=0.454 g=1.837 2/2 [==============================] - 0s 11ms/step >20, 253/693, d1=0.484, d2=0.457 g=2.050 2/2 [==============================] - 0s 11ms/step >20, 254/693, d1=0.464, d2=0.532 g=2.614 2/2 [==============================] - 0s 12ms/step >20, 255/693, d1=0.602, d2=0.384 g=2.881 2/2 [==============================] - 0s 15ms/step >20, 256/693, d1=0.486, d2=0.453 g=1.632 2/2 [==============================] - 0s 12ms/step >20, 257/693, d1=0.513, d2=0.587 g=2.491 2/2 [==============================] - 0s 11ms/step >20, 258/693, d1=0.523, d2=0.420 g=2.073 2/2 [==============================] - 0s 11ms/step >20, 259/693, d1=0.568, d2=0.437 g=2.388 2/2 [==============================] - 0s 12ms/step >20, 260/693, d1=0.458, d2=0.389 g=2.617 2/2 [==============================] - 0s 12ms/step >20, 261/693, d1=0.377, d2=0.423 g=3.038 2/2 [==============================] - 0s 13ms/step >20, 262/693, d1=0.424, d2=0.354 g=4.045 2/2 [==============================] - 0s 12ms/step >20, 263/693, d1=0.465, d2=0.268 g=2.985 2/2 [==============================] - 0s 13ms/step >20, 264/693, d1=0.295, d2=0.276 g=2.956 2/2 [==============================] - 0s 12ms/step >20, 265/693, d1=0.343, d2=0.386 g=2.312 2/2 [==============================] - 0s 11ms/step >20, 266/693, d1=0.353, d2=0.361 g=1.747 2/2 [==============================] - 0s 11ms/step >20, 267/693, d1=0.381, d2=0.327 g=2.831 2/2 [==============================] - 0s 12ms/step >20, 268/693, d1=0.379, d2=0.374 g=2.750 2/2 [==============================] - 0s 11ms/step >20, 269/693, d1=0.425, d2=0.444 g=2.635 2/2 [==============================] - 0s 11ms/step >20, 270/693, d1=0.459, d2=0.364 g=2.172 2/2 [==============================] - 0s 11ms/step >20, 271/693, d1=0.378, d2=0.372 g=2.484 2/2 [==============================] - 0s 12ms/step >20, 272/693, d1=0.364, d2=0.331 g=3.060 2/2 [==============================] - 0s 11ms/step >20, 273/693, d1=0.468, d2=0.435 g=2.368 2/2 [==============================] - 0s 12ms/step >20, 274/693, d1=0.375, d2=0.347 g=2.307 2/2 [==============================] - 0s 12ms/step >20, 275/693, d1=0.493, d2=0.446 g=2.814 2/2 [==============================] - 0s 11ms/step >20, 276/693, d1=0.503, d2=0.381 g=2.816 2/2 [==============================] - 0s 11ms/step >20, 277/693, d1=0.397, d2=0.476 g=2.079 2/2 [==============================] - 0s 11ms/step >20, 278/693, d1=0.538, d2=0.387 g=2.535 2/2 [==============================] - 0s 11ms/step >20, 279/693, d1=0.425, d2=0.505 g=1.926 2/2 [==============================] - 0s 12ms/step >20, 280/693, d1=0.353, d2=0.523 g=2.667 2/2 [==============================] - 0s 12ms/step >20, 281/693, d1=0.458, d2=0.359 g=2.620 2/2 [==============================] - 0s 12ms/step >20, 282/693, d1=0.600, d2=0.403 g=2.342 2/2 [==============================] - 0s 12ms/step >20, 283/693, d1=0.428, d2=0.597 g=2.392 2/2 [==============================] - 0s 11ms/step >20, 284/693, d1=0.450, d2=0.353 g=2.374 2/2 [==============================] - 0s 12ms/step >20, 285/693, d1=0.408, d2=0.350 g=2.490 2/2 [==============================] - 0s 11ms/step >20, 286/693, d1=0.594, d2=0.419 g=2.265 2/2 [==============================] - 0s 13ms/step >20, 287/693, d1=0.394, d2=0.459 g=2.460 2/2 [==============================] - 0s 12ms/step >20, 288/693, d1=0.516, d2=0.396 g=2.499 2/2 [==============================] - 0s 12ms/step >20, 289/693, d1=0.656, d2=0.452 g=1.864 2/2 [==============================] - 0s 13ms/step >20, 290/693, d1=0.424, d2=0.544 g=2.079 2/2 [==============================] - 0s 11ms/step >20, 291/693, d1=0.512, d2=0.403 g=1.855 2/2 [==============================] - 0s 11ms/step >20, 292/693, d1=0.423, d2=0.508 g=1.940 2/2 [==============================] - 0s 11ms/step >20, 293/693, d1=0.268, d2=0.391 g=2.971 2/2 [==============================] - 0s 13ms/step >20, 294/693, d1=0.628, d2=0.398 g=2.660 2/2 [==============================] - 0s 12ms/step >20, 295/693, d1=0.459, d2=0.354 g=2.215 2/2 [==============================] - 0s 12ms/step >20, 296/693, d1=0.502, d2=0.523 g=2.790 2/2 [==============================] - 0s 12ms/step >20, 297/693, d1=0.400, d2=0.417 g=1.949 2/2 [==============================] - 0s 11ms/step >20, 298/693, d1=0.467, d2=0.384 g=3.074 2/2 [==============================] - 0s 12ms/step >20, 299/693, d1=0.424, d2=0.361 g=2.177 2/2 [==============================] - 0s 14ms/step >20, 300/693, d1=0.503, d2=0.381 g=2.442 2/2 [==============================] - 0s 12ms/step >20, 301/693, d1=0.461, d2=0.484 g=2.002 2/2 [==============================] - 0s 13ms/step >20, 302/693, d1=0.454, d2=0.468 g=2.103 2/2 [==============================] - 0s 12ms/step >20, 303/693, d1=0.481, d2=0.406 g=2.088 2/2 [==============================] - 0s 12ms/step >20, 304/693, d1=0.403, d2=0.461 g=2.396 2/2 [==============================] - 0s 14ms/step >20, 305/693, d1=0.373, d2=0.419 g=2.687 2/2 [==============================] - 0s 11ms/step >20, 306/693, d1=0.496, d2=0.353 g=2.422 2/2 [==============================] - 0s 11ms/step >20, 307/693, d1=0.605, d2=0.308 g=2.629 2/2 [==============================] - 0s 13ms/step >20, 308/693, d1=0.444, d2=0.519 g=2.445 2/2 [==============================] - 0s 12ms/step >20, 309/693, d1=0.418, d2=0.421 g=1.836 2/2 [==============================] - 0s 11ms/step >20, 310/693, d1=0.480, d2=0.508 g=2.737 2/2 [==============================] - 0s 12ms/step >20, 311/693, d1=0.317, d2=0.319 g=2.438 2/2 [==============================] - 0s 13ms/step >20, 312/693, d1=0.467, d2=0.380 g=2.404 2/2 [==============================] - 0s 11ms/step >20, 313/693, d1=0.468, d2=0.398 g=2.483 2/2 [==============================] - 0s 13ms/step >20, 314/693, d1=0.504, d2=0.515 g=2.086 2/2 [==============================] - 0s 12ms/step >20, 315/693, d1=0.360, d2=0.364 g=2.103 2/2 [==============================] - 0s 12ms/step >20, 316/693, d1=0.449, d2=0.477 g=2.770 2/2 [==============================] - 0s 13ms/step >20, 317/693, d1=0.631, d2=0.365 g=2.088 2/2 [==============================] - 0s 12ms/step >20, 318/693, d1=0.480, d2=0.387 g=2.309 2/2 [==============================] - 0s 11ms/step >20, 319/693, d1=0.435, d2=0.420 g=1.874 2/2 [==============================] - 0s 11ms/step >20, 320/693, d1=0.492, d2=0.401 g=2.221 2/2 [==============================] - 0s 12ms/step >20, 321/693, d1=0.411, d2=0.458 g=2.049 2/2 [==============================] - 0s 11ms/step >20, 322/693, d1=0.431, d2=0.468 g=2.376 2/2 [==============================] - 0s 11ms/step >20, 323/693, d1=0.431, d2=0.412 g=2.402 2/2 [==============================] - 0s 11ms/step >20, 324/693, d1=0.469, d2=0.377 g=2.198 2/2 [==============================] - 0s 12ms/step >20, 325/693, d1=0.703, d2=0.341 g=2.329 2/2 [==============================] - 0s 12ms/step >20, 326/693, d1=0.485, d2=0.453 g=2.177 2/2 [==============================] - 0s 11ms/step >20, 327/693, d1=0.364, d2=0.477 g=2.321 2/2 [==============================] - 0s 12ms/step >20, 328/693, d1=0.399, d2=0.386 g=2.682 2/2 [==============================] - 0s 12ms/step >20, 329/693, d1=0.478, d2=0.429 g=2.303 2/2 [==============================] - 0s 14ms/step >20, 330/693, d1=0.456, d2=0.355 g=2.293 2/2 [==============================] - 0s 13ms/step >20, 331/693, d1=0.443, d2=0.395 g=2.542 2/2 [==============================] - 0s 13ms/step >20, 332/693, d1=0.553, d2=0.538 g=2.390 2/2 [==============================] - 0s 12ms/step >20, 333/693, d1=0.397, d2=0.490 g=2.506 2/2 [==============================] - 0s 14ms/step >20, 334/693, d1=0.464, d2=0.356 g=2.320 2/2 [==============================] - 0s 12ms/step >20, 335/693, d1=0.482, d2=0.410 g=1.640 2/2 [==============================] - 0s 12ms/step >20, 336/693, d1=0.496, d2=0.529 g=2.541 2/2 [==============================] - 0s 11ms/step >20, 337/693, d1=0.368, d2=0.377 g=2.390 2/2 [==============================] - 0s 11ms/step >20, 338/693, d1=0.677, d2=0.493 g=2.109 2/2 [==============================] - 0s 12ms/step >20, 339/693, d1=0.347, d2=0.456 g=2.370 2/2 [==============================] - 0s 14ms/step >20, 340/693, d1=0.448, d2=0.450 g=2.552 2/2 [==============================] - 0s 11ms/step >20, 341/693, d1=0.429, d2=0.359 g=2.311 2/2 [==============================] - 0s 13ms/step >20, 342/693, d1=0.596, d2=0.400 g=2.783 2/2 [==============================] - 0s 12ms/step >20, 343/693, d1=0.511, d2=0.424 g=2.691 2/2 [==============================] - 0s 11ms/step >20, 344/693, d1=0.441, d2=0.485 g=2.380 2/2 [==============================] - 0s 12ms/step >20, 345/693, d1=0.405, d2=0.488 g=2.028 2/2 [==============================] - 0s 12ms/step >20, 346/693, d1=0.420, d2=0.442 g=2.292 2/2 [==============================] - 0s 12ms/step >20, 347/693, d1=0.692, d2=0.344 g=2.266 2/2 [==============================] - 0s 11ms/step >20, 348/693, d1=0.585, d2=0.464 g=2.624 2/2 [==============================] - 0s 14ms/step >20, 349/693, d1=0.270, d2=0.424 g=2.487 2/2 [==============================] - 0s 11ms/step >20, 350/693, d1=0.585, d2=0.383 g=2.106 2/2 [==============================] - 0s 14ms/step >20, 351/693, d1=0.492, d2=0.484 g=1.810 2/2 [==============================] - 0s 11ms/step >20, 352/693, d1=0.427, d2=0.450 g=1.948 2/2 [==============================] - 0s 12ms/step >20, 353/693, d1=0.428, d2=0.332 g=2.945 2/2 [==============================] - 0s 13ms/step >20, 354/693, d1=0.487, d2=0.383 g=2.075 2/2 [==============================] - 0s 11ms/step >20, 355/693, d1=0.357, d2=0.350 g=2.587 2/2 [==============================] - 0s 13ms/step >20, 356/693, d1=0.442, d2=0.459 g=2.632 2/2 [==============================] - 0s 13ms/step >20, 357/693, d1=0.468, d2=0.583 g=2.552 2/2 [==============================] - 0s 12ms/step >20, 358/693, d1=0.511, d2=0.392 g=2.376 2/2 [==============================] - 0s 5ms/step >20, 359/693, d1=0.432, d2=0.407 g=2.109 2/2 [==============================] - 0s 12ms/step >20, 360/693, d1=0.480, d2=0.423 g=2.118 2/2 [==============================] - 0s 13ms/step >20, 361/693, d1=0.645, d2=0.389 g=2.006 2/2 [==============================] - 0s 12ms/step >20, 362/693, d1=0.373, d2=0.460 g=2.443 2/2 [==============================] - 0s 12ms/step >20, 363/693, d1=0.439, d2=0.481 g=2.150 2/2 [==============================] - 0s 12ms/step >20, 364/693, d1=0.584, d2=0.405 g=2.542 2/2 [==============================] - 0s 12ms/step >20, 365/693, d1=0.523, d2=0.451 g=1.981 2/2 [==============================] - 0s 12ms/step >20, 366/693, d1=0.595, d2=0.455 g=2.123 2/2 [==============================] - 0s 12ms/step >20, 367/693, d1=0.399, d2=0.505 g=1.893 2/2 [==============================] - 0s 12ms/step >20, 368/693, d1=0.330, d2=0.444 g=2.196 2/2 [==============================] - 0s 12ms/step >20, 369/693, d1=0.569, d2=0.435 g=2.060 2/2 [==============================] - 0s 11ms/step >20, 370/693, d1=0.475, d2=0.500 g=2.504 2/2 [==============================] - 0s 12ms/step >20, 371/693, d1=0.441, d2=0.375 g=2.062 2/2 [==============================] - 0s 12ms/step >20, 372/693, d1=0.501, d2=0.417 g=2.367 2/2 [==============================] - 0s 12ms/step >20, 373/693, d1=0.478, d2=0.459 g=2.316 2/2 [==============================] - 0s 11ms/step >20, 374/693, d1=0.504, d2=0.544 g=2.636 2/2 [==============================] - 0s 12ms/step >20, 375/693, d1=0.422, d2=0.510 g=3.048 2/2 [==============================] - 0s 11ms/step >20, 376/693, d1=0.661, d2=0.369 g=2.386 2/2 [==============================] - 0s 12ms/step >20, 377/693, d1=0.475, d2=0.472 g=1.934 2/2 [==============================] - 0s 11ms/step >20, 378/693, d1=0.445, d2=0.406 g=2.464 2/2 [==============================] - 0s 12ms/step >20, 379/693, d1=0.391, d2=0.392 g=2.520 2/2 [==============================] - 0s 12ms/step >20, 380/693, d1=0.537, d2=0.421 g=1.893 2/2 [==============================] - 0s 12ms/step >20, 381/693, d1=0.432, d2=0.409 g=2.189 2/2 [==============================] - 0s 12ms/step >20, 382/693, d1=0.503, d2=0.362 g=2.816 2/2 [==============================] - 0s 11ms/step >20, 383/693, d1=0.488, d2=0.532 g=2.286 2/2 [==============================] - 0s 11ms/step >20, 384/693, d1=0.469, d2=0.458 g=2.430 2/2 [==============================] - 0s 12ms/step >20, 385/693, d1=0.374, d2=0.358 g=2.383 2/2 [==============================] - 0s 12ms/step >20, 386/693, d1=0.535, d2=0.391 g=1.620 2/2 [==============================] - 0s 11ms/step >20, 387/693, d1=0.556, d2=0.415 g=1.954 2/2 [==============================] - 0s 12ms/step >20, 388/693, d1=0.449, d2=0.541 g=2.078 2/2 [==============================] - 0s 12ms/step >20, 389/693, d1=0.550, d2=0.499 g=2.436 2/2 [==============================] - 0s 11ms/step >20, 390/693, d1=0.465, d2=0.411 g=2.461 2/2 [==============================] - 0s 11ms/step >20, 391/693, d1=0.522, d2=0.422 g=2.229 2/2 [==============================] - 0s 12ms/step >20, 392/693, d1=0.448, d2=0.470 g=2.177 2/2 [==============================] - 0s 11ms/step >20, 393/693, d1=0.517, d2=0.431 g=1.974 2/2 [==============================] - 0s 13ms/step >20, 394/693, d1=0.459, d2=0.451 g=2.285 2/2 [==============================] - 0s 12ms/step >20, 395/693, d1=0.478, d2=0.429 g=2.764 2/2 [==============================] - 0s 13ms/step >20, 396/693, d1=0.536, d2=0.473 g=2.135 2/2 [==============================] - 0s 11ms/step >20, 397/693, d1=0.508, d2=0.442 g=2.379 2/2 [==============================] - 0s 12ms/step >20, 398/693, d1=0.444, d2=0.339 g=1.971 2/2 [==============================] - 0s 12ms/step >20, 399/693, d1=0.493, d2=0.435 g=2.774 2/2 [==============================] - 0s 11ms/step >20, 400/693, d1=0.578, d2=0.501 g=2.086 2/2 [==============================] - 0s 13ms/step >20, 401/693, d1=0.393, d2=0.445 g=1.926 2/2 [==============================] - 0s 12ms/step >20, 402/693, d1=0.403, d2=0.487 g=2.180 2/2 [==============================] - 0s 11ms/step >20, 403/693, d1=0.418, d2=0.437 g=2.404 2/2 [==============================] - 0s 12ms/step >20, 404/693, d1=0.560, d2=0.479 g=2.284 2/2 [==============================] - 0s 13ms/step >20, 405/693, d1=0.505, d2=0.443 g=1.535 2/2 [==============================] - 0s 12ms/step >20, 406/693, d1=0.573, d2=0.489 g=1.849 2/2 [==============================] - 0s 12ms/step >20, 407/693, d1=0.516, d2=0.515 g=2.241 2/2 [==============================] - 0s 12ms/step >20, 408/693, d1=0.449, d2=0.449 g=2.490 2/2 [==============================] - 0s 13ms/step >20, 409/693, d1=0.419, d2=0.446 g=2.222 2/2 [==============================] - 0s 11ms/step >20, 410/693, d1=0.532, d2=0.498 g=2.967 2/2 [==============================] - 0s 11ms/step >20, 411/693, d1=0.373, d2=0.408 g=3.434 2/2 [==============================] - 0s 12ms/step >20, 412/693, d1=0.542, d2=0.368 g=2.161 2/2 [==============================] - 0s 12ms/step >20, 413/693, d1=0.475, d2=0.484 g=2.743 2/2 [==============================] - 0s 12ms/step >20, 414/693, d1=0.455, d2=0.428 g=2.338 2/2 [==============================] - 0s 13ms/step >20, 415/693, d1=0.455, d2=0.364 g=1.802 2/2 [==============================] - 0s 12ms/step >20, 416/693, d1=0.389, d2=0.330 g=2.238 2/2 [==============================] - 0s 12ms/step >20, 417/693, d1=0.435, d2=0.401 g=2.379 2/2 [==============================] - 0s 12ms/step >20, 418/693, d1=0.373, d2=0.372 g=2.343 2/2 [==============================] - 0s 11ms/step >20, 419/693, d1=0.598, d2=0.524 g=2.270 2/2 [==============================] - 0s 12ms/step >20, 420/693, d1=0.357, d2=0.299 g=2.213 2/2 [==============================] - 0s 10ms/step >20, 421/693, d1=0.426, d2=0.599 g=2.721 2/2 [==============================] - 0s 11ms/step >20, 422/693, d1=0.582, d2=0.417 g=3.004 2/2 [==============================] - 0s 12ms/step >20, 423/693, d1=0.589, d2=0.541 g=2.703 2/2 [==============================] - 0s 14ms/step >20, 424/693, d1=0.542, d2=0.407 g=2.658 2/2 [==============================] - 0s 12ms/step >20, 425/693, d1=0.488, d2=0.470 g=2.116 2/2 [==============================] - 0s 13ms/step >20, 426/693, d1=0.479, d2=0.422 g=2.407 2/2 [==============================] - 0s 12ms/step >20, 427/693, d1=0.363, d2=0.359 g=2.612 2/2 [==============================] - 0s 11ms/step >20, 428/693, d1=0.384, d2=0.370 g=2.285 2/2 [==============================] - 0s 12ms/step >20, 429/693, d1=0.384, d2=0.345 g=2.048 2/2 [==============================] - 0s 13ms/step >20, 430/693, d1=0.440, d2=0.399 g=2.543 2/2 [==============================] - 0s 11ms/step >20, 431/693, d1=0.433, d2=0.545 g=2.867 2/2 [==============================] - 0s 12ms/step >20, 432/693, d1=0.597, d2=0.404 g=2.503 2/2 [==============================] - 0s 11ms/step >20, 433/693, d1=0.548, d2=0.476 g=1.758 2/2 [==============================] - 0s 11ms/step >20, 434/693, d1=0.442, d2=0.508 g=2.370 2/2 [==============================] - 0s 12ms/step >20, 435/693, d1=0.384, d2=0.402 g=2.666 2/2 [==============================] - 0s 11ms/step >20, 436/693, d1=0.501, d2=0.458 g=2.652 2/2 [==============================] - 0s 11ms/step >20, 437/693, d1=0.433, d2=0.458 g=2.149 2/2 [==============================] - 0s 14ms/step >20, 438/693, d1=0.569, d2=0.459 g=2.192 2/2 [==============================] - 0s 11ms/step >20, 439/693, d1=0.635, d2=0.503 g=2.714 2/2 [==============================] - 0s 11ms/step >20, 440/693, d1=0.417, d2=0.505 g=2.557 2/2 [==============================] - 0s 11ms/step >20, 441/693, d1=0.422, d2=0.494 g=2.544 2/2 [==============================] - 0s 12ms/step >20, 442/693, d1=0.617, d2=0.427 g=2.421 2/2 [==============================] - 0s 12ms/step >20, 443/693, d1=0.524, d2=0.565 g=2.492 2/2 [==============================] - 0s 12ms/step >20, 444/693, d1=0.472, d2=0.582 g=2.121 2/2 [==============================] - 0s 13ms/step >20, 445/693, d1=0.568, d2=0.397 g=2.105 2/2 [==============================] - 0s 11ms/step >20, 446/693, d1=0.501, d2=0.445 g=1.792 2/2 [==============================] - 0s 11ms/step >20, 447/693, d1=0.317, d2=0.532 g=2.353 2/2 [==============================] - 0s 11ms/step >20, 448/693, d1=0.553, d2=0.352 g=2.343 2/2 [==============================] - 0s 11ms/step >20, 449/693, d1=0.413, d2=0.467 g=2.560 2/2 [==============================] - 0s 13ms/step >20, 450/693, d1=0.485, d2=0.498 g=2.344 2/2 [==============================] - 0s 12ms/step >20, 451/693, d1=0.597, d2=0.399 g=2.074 2/2 [==============================] - 0s 11ms/step >20, 452/693, d1=0.573, d2=0.414 g=2.269 2/2 [==============================] - 0s 12ms/step >20, 453/693, d1=0.354, d2=0.503 g=1.661 2/2 [==============================] - 0s 12ms/step >20, 454/693, d1=0.503, d2=0.503 g=2.383 2/2 [==============================] - 0s 11ms/step >20, 455/693, d1=0.475, d2=0.339 g=2.225 2/2 [==============================] - 0s 13ms/step >20, 456/693, d1=0.615, d2=0.489 g=2.310 2/2 [==============================] - 0s 11ms/step >20, 457/693, d1=0.405, d2=0.461 g=2.007 2/2 [==============================] - 0s 12ms/step >20, 458/693, d1=0.462, d2=0.413 g=2.398 2/2 [==============================] - 0s 12ms/step >20, 459/693, d1=0.527, d2=0.374 g=2.336 2/2 [==============================] - 0s 13ms/step >20, 460/693, d1=0.466, d2=0.365 g=1.640 2/2 [==============================] - 0s 13ms/step >20, 461/693, d1=0.237, d2=0.458 g=2.449 2/2 [==============================] - 0s 12ms/step >20, 462/693, d1=0.481, d2=0.319 g=2.537 2/2 [==============================] - 0s 13ms/step >20, 463/693, d1=0.512, d2=0.407 g=2.755 2/2 [==============================] - 0s 11ms/step >20, 464/693, d1=0.522, d2=0.437 g=2.338 2/2 [==============================] - 0s 12ms/step >20, 465/693, d1=0.391, d2=0.424 g=2.989 2/2 [==============================] - 0s 11ms/step >20, 466/693, d1=0.458, d2=0.396 g=2.442 2/2 [==============================] - 0s 13ms/step >20, 467/693, d1=0.559, d2=0.479 g=1.663 2/2 [==============================] - 0s 11ms/step >20, 468/693, d1=0.548, d2=0.474 g=2.427 2/2 [==============================] - 0s 11ms/step >20, 469/693, d1=0.504, d2=0.416 g=2.154 2/2 [==============================] - 0s 12ms/step >20, 470/693, d1=0.404, d2=0.433 g=2.650 2/2 [==============================] - 0s 12ms/step >20, 471/693, d1=0.580, d2=0.397 g=3.302 2/2 [==============================] - 0s 12ms/step >20, 472/693, d1=0.462, d2=0.454 g=2.159 2/2 [==============================] - 0s 11ms/step >20, 473/693, d1=0.395, d2=0.476 g=2.400 2/2 [==============================] - 0s 12ms/step >20, 474/693, d1=0.424, d2=0.435 g=1.979 2/2 [==============================] - 0s 12ms/step >20, 475/693, d1=0.537, d2=0.437 g=2.687 2/2 [==============================] - 0s 11ms/step >20, 476/693, d1=0.408, d2=0.423 g=1.726 2/2 [==============================] - 0s 12ms/step >20, 477/693, d1=0.439, d2=0.427 g=2.396 2/2 [==============================] - 0s 13ms/step >20, 478/693, d1=0.452, d2=0.417 g=2.171 2/2 [==============================] - 0s 12ms/step >20, 479/693, d1=0.486, d2=0.452 g=2.040 2/2 [==============================] - 0s 12ms/step >20, 480/693, d1=0.580, d2=0.503 g=2.471 2/2 [==============================] - 0s 12ms/step >20, 481/693, d1=0.529, d2=0.433 g=2.414 2/2 [==============================] - 0s 12ms/step >20, 482/693, d1=0.407, d2=0.348 g=2.465 2/2 [==============================] - 0s 11ms/step >20, 483/693, d1=0.487, d2=0.336 g=2.297 2/2 [==============================] - 0s 12ms/step >20, 484/693, d1=0.422, d2=0.428 g=2.316 2/2 [==============================] - 0s 11ms/step >20, 485/693, d1=0.344, d2=0.426 g=2.469 2/2 [==============================] - 0s 11ms/step >20, 486/693, d1=0.389, d2=0.414 g=2.752 2/2 [==============================] - 0s 12ms/step >20, 487/693, d1=0.438, d2=0.391 g=2.155 2/2 [==============================] - 0s 13ms/step >20, 488/693, d1=0.573, d2=0.443 g=2.070 2/2 [==============================] - 0s 13ms/step >20, 489/693, d1=0.378, d2=0.393 g=2.381 2/2 [==============================] - 0s 13ms/step >20, 490/693, d1=0.452, d2=0.428 g=2.518 2/2 [==============================] - 0s 10ms/step >20, 491/693, d1=0.549, d2=0.453 g=2.521 2/2 [==============================] - 0s 12ms/step >20, 492/693, d1=0.471, d2=0.370 g=2.168 2/2 [==============================] - 0s 13ms/step >20, 493/693, d1=0.484, d2=0.460 g=3.193 2/2 [==============================] - 0s 12ms/step >20, 494/693, d1=0.458, d2=0.446 g=2.584 2/2 [==============================] - 0s 12ms/step >20, 495/693, d1=0.411, d2=0.491 g=2.527 2/2 [==============================] - 0s 12ms/step >20, 496/693, d1=0.511, d2=0.328 g=2.532 2/2 [==============================] - 0s 13ms/step >20, 497/693, d1=0.546, d2=0.397 g=2.747 2/2 [==============================] - 0s 12ms/step >20, 498/693, d1=0.432, d2=0.414 g=3.342 2/2 [==============================] - 0s 11ms/step >20, 499/693, d1=0.313, d2=0.380 g=2.556 2/2 [==============================] - 0s 12ms/step >20, 500/693, d1=0.464, d2=0.404 g=1.894 2/2 [==============================] - 0s 11ms/step >20, 501/693, d1=0.545, d2=0.503 g=2.381 2/2 [==============================] - 0s 12ms/step >20, 502/693, d1=0.394, d2=0.401 g=2.307 2/2 [==============================] - 0s 16ms/step >20, 503/693, d1=0.487, d2=0.504 g=2.466 2/2 [==============================] - 0s 11ms/step >20, 504/693, d1=0.455, d2=0.345 g=2.146 2/2 [==============================] - 0s 12ms/step >20, 505/693, d1=0.599, d2=0.425 g=2.149 2/2 [==============================] - 0s 12ms/step >20, 506/693, d1=0.393, d2=0.413 g=2.388 2/2 [==============================] - 0s 12ms/step >20, 507/693, d1=0.534, d2=0.507 g=2.210 2/2 [==============================] - 0s 12ms/step >20, 508/693, d1=0.447, d2=0.433 g=2.534 2/2 [==============================] - 0s 12ms/step >20, 509/693, d1=0.511, d2=0.414 g=1.898 2/2 [==============================] - 0s 12ms/step >20, 510/693, d1=0.483, d2=0.396 g=2.533 2/2 [==============================] - 0s 12ms/step >20, 511/693, d1=0.447, d2=0.403 g=1.809 2/2 [==============================] - 0s 12ms/step >20, 512/693, d1=0.592, d2=0.496 g=1.973 2/2 [==============================] - 0s 12ms/step >20, 513/693, d1=0.462, d2=0.491 g=2.036 2/2 [==============================] - 0s 14ms/step >20, 514/693, d1=0.430, d2=0.385 g=2.622 2/2 [==============================] - 0s 13ms/step >20, 515/693, d1=0.489, d2=0.354 g=2.132 2/2 [==============================] - 0s 12ms/step >20, 516/693, d1=0.435, d2=0.391 g=1.984 2/2 [==============================] - 0s 11ms/step >20, 517/693, d1=0.399, d2=0.402 g=2.343 2/2 [==============================] - 0s 13ms/step >20, 518/693, d1=0.461, d2=0.488 g=2.280 2/2 [==============================] - 0s 13ms/step >20, 519/693, d1=0.429, d2=0.472 g=2.809 2/2 [==============================] - 0s 12ms/step >20, 520/693, d1=0.488, d2=0.491 g=1.883 2/2 [==============================] - 0s 11ms/step >20, 521/693, d1=0.359, d2=0.398 g=1.818 2/2 [==============================] - 0s 11ms/step >20, 522/693, d1=0.581, d2=0.456 g=2.178 2/2 [==============================] - 0s 12ms/step >20, 523/693, d1=0.536, d2=0.465 g=2.270 2/2 [==============================] - 0s 12ms/step >20, 524/693, d1=0.610, d2=0.344 g=2.028 2/2 [==============================] - 0s 12ms/step >20, 525/693, d1=0.476, d2=0.558 g=2.104 2/2 [==============================] - 0s 12ms/step >20, 526/693, d1=0.492, d2=0.453 g=2.526 2/2 [==============================] - 0s 12ms/step >20, 527/693, d1=0.500, d2=0.353 g=2.088 2/2 [==============================] - 0s 11ms/step >20, 528/693, d1=0.535, d2=0.613 g=2.320 2/2 [==============================] - 0s 13ms/step >20, 529/693, d1=0.558, d2=0.467 g=2.384 2/2 [==============================] - 0s 12ms/step >20, 530/693, d1=0.449, d2=0.411 g=2.445 2/2 [==============================] - 0s 11ms/step >20, 531/693, d1=0.389, d2=0.450 g=2.487 2/2 [==============================] - 0s 12ms/step >20, 532/693, d1=0.623, d2=0.421 g=2.254 2/2 [==============================] - 0s 13ms/step >20, 533/693, d1=0.373, d2=0.530 g=2.396 2/2 [==============================] - 0s 12ms/step >20, 534/693, d1=0.480, d2=0.432 g=2.576 2/2 [==============================] - 0s 11ms/step >20, 535/693, d1=0.559, d2=0.522 g=2.309 2/2 [==============================] - 0s 12ms/step >20, 536/693, d1=0.410, d2=0.299 g=2.253 2/2 [==============================] - 0s 12ms/step >20, 537/693, d1=0.466, d2=0.551 g=2.441 2/2 [==============================] - 0s 13ms/step >20, 538/693, d1=0.574, d2=0.387 g=2.407 2/2 [==============================] - 0s 11ms/step >20, 539/693, d1=0.343, d2=0.365 g=2.599 2/2 [==============================] - 0s 12ms/step >20, 540/693, d1=0.515, d2=0.415 g=2.373 2/2 [==============================] - 0s 11ms/step >20, 541/693, d1=0.328, d2=0.400 g=2.801 2/2 [==============================] - 0s 11ms/step >20, 542/693, d1=0.483, d2=0.361 g=3.081 2/2 [==============================] - 0s 12ms/step >20, 543/693, d1=0.408, d2=0.444 g=2.216 2/2 [==============================] - 0s 12ms/step >20, 544/693, d1=0.544, d2=0.500 g=2.090 2/2 [==============================] - 0s 12ms/step >20, 545/693, d1=0.479, d2=0.423 g=2.433 2/2 [==============================] - 0s 12ms/step >20, 546/693, d1=0.517, d2=0.487 g=2.071 2/2 [==============================] - 0s 12ms/step >20, 547/693, d1=0.465, d2=0.361 g=1.976 2/2 [==============================] - 0s 12ms/step >20, 548/693, d1=0.452, d2=0.364 g=2.101 2/2 [==============================] - 0s 12ms/step >20, 549/693, d1=0.386, d2=0.414 g=2.002 2/2 [==============================] - 0s 12ms/step >20, 550/693, d1=0.406, d2=0.466 g=2.614 2/2 [==============================] - 0s 13ms/step >20, 551/693, d1=0.487, d2=0.417 g=2.455 2/2 [==============================] - 0s 12ms/step >20, 552/693, d1=0.482, d2=0.317 g=2.122 2/2 [==============================] - 0s 12ms/step >20, 553/693, d1=0.470, d2=0.413 g=2.176 2/2 [==============================] - 0s 12ms/step >20, 554/693, d1=0.441, d2=0.456 g=2.463 2/2 [==============================] - 0s 11ms/step >20, 555/693, d1=0.501, d2=0.405 g=2.233 2/2 [==============================] - 0s 14ms/step >20, 556/693, d1=0.496, d2=0.365 g=2.415 2/2 [==============================] - 0s 12ms/step >20, 557/693, d1=0.588, d2=0.463 g=2.335 2/2 [==============================] - 0s 12ms/step >20, 558/693, d1=0.535, d2=0.659 g=1.827 2/2 [==============================] - 0s 12ms/step >20, 559/693, d1=0.491, d2=0.436 g=2.735 2/2 [==============================] - 0s 11ms/step >20, 560/693, d1=0.521, d2=0.501 g=1.975 2/2 [==============================] - 0s 13ms/step >20, 561/693, d1=0.518, d2=0.405 g=2.238 2/2 [==============================] - 0s 11ms/step >20, 562/693, d1=0.553, d2=0.428 g=1.756 2/2 [==============================] - 0s 12ms/step >20, 563/693, d1=0.470, d2=0.598 g=1.756 2/2 [==============================] - 0s 13ms/step >20, 564/693, d1=0.392, d2=0.449 g=2.500 2/2 [==============================] - 0s 12ms/step >20, 565/693, d1=0.549, d2=0.416 g=1.980 2/2 [==============================] - 0s 12ms/step >20, 566/693, d1=0.462, d2=0.350 g=2.189 2/2 [==============================] - 0s 12ms/step >20, 567/693, d1=0.345, d2=0.386 g=2.327 2/2 [==============================] - 0s 11ms/step >20, 568/693, d1=0.501, d2=0.432 g=1.915 2/2 [==============================] - 0s 11ms/step >20, 569/693, d1=0.524, d2=0.563 g=2.357 2/2 [==============================] - 0s 11ms/step >20, 570/693, d1=0.471, d2=0.395 g=2.706 2/2 [==============================] - 0s 12ms/step >20, 571/693, d1=0.432, d2=0.379 g=2.272 2/2 [==============================] - 0s 12ms/step >20, 572/693, d1=0.451, d2=0.432 g=2.378 2/2 [==============================] - 0s 12ms/step >20, 573/693, d1=0.373, d2=0.379 g=2.000 2/2 [==============================] - 0s 12ms/step >20, 574/693, d1=0.463, d2=0.389 g=2.553 2/2 [==============================] - 0s 11ms/step >20, 575/693, d1=0.454, d2=0.404 g=2.451 2/2 [==============================] - 0s 12ms/step >20, 576/693, d1=0.395, d2=0.306 g=2.144 2/2 [==============================] - 0s 12ms/step >20, 577/693, d1=0.497, d2=0.412 g=2.609 2/2 [==============================] - 0s 12ms/step >20, 578/693, d1=0.414, d2=0.373 g=2.214 2/2 [==============================] - 0s 12ms/step >20, 579/693, d1=0.455, d2=0.457 g=1.875 2/2 [==============================] - 0s 11ms/step >20, 580/693, d1=0.268, d2=0.370 g=2.820 2/2 [==============================] - 0s 11ms/step >20, 581/693, d1=0.540, d2=0.302 g=2.636 2/2 [==============================] - 0s 12ms/step >20, 582/693, d1=0.463, d2=0.485 g=2.312 2/2 [==============================] - 0s 12ms/step >20, 583/693, d1=0.532, d2=0.475 g=2.046 2/2 [==============================] - 0s 12ms/step >20, 584/693, d1=0.564, d2=0.331 g=2.966 2/2 [==============================] - 0s 12ms/step >20, 585/693, d1=0.416, d2=0.561 g=2.159 2/2 [==============================] - 0s 12ms/step >20, 586/693, d1=0.610, d2=0.547 g=2.014 2/2 [==============================] - 0s 11ms/step >20, 587/693, d1=0.401, d2=0.390 g=2.873 2/2 [==============================] - 0s 13ms/step >20, 588/693, d1=0.486, d2=0.293 g=3.629 2/2 [==============================] - 0s 11ms/step >20, 589/693, d1=0.468, d2=0.512 g=3.340 2/2 [==============================] - 0s 12ms/step >20, 590/693, d1=0.372, d2=0.251 g=3.222 2/2 [==============================] - 0s 12ms/step >20, 591/693, d1=0.371, d2=0.170 g=5.502 2/2 [==============================] - 0s 12ms/step >20, 592/693, d1=0.339, d2=0.250 g=3.760 2/2 [==============================] - 0s 12ms/step >20, 593/693, d1=0.346, d2=0.285 g=2.936 2/2 [==============================] - 0s 11ms/step >20, 594/693, d1=0.268, d2=0.384 g=3.352 2/2 [==============================] - 0s 11ms/step >20, 595/693, d1=0.204, d2=0.242 g=3.284 2/2 [==============================] - 0s 13ms/step >20, 596/693, d1=0.414, d2=0.393 g=2.973 2/2 [==============================] - 0s 12ms/step >20, 597/693, d1=0.297, d2=0.359 g=2.243 2/2 [==============================] - 0s 12ms/step >20, 598/693, d1=0.425, d2=0.426 g=4.232 2/2 [==============================] - 0s 12ms/step >20, 599/693, d1=0.396, d2=0.388 g=1.967 2/2 [==============================] - 0s 12ms/step >20, 600/693, d1=0.362, d2=0.394 g=2.577 2/2 [==============================] - 0s 12ms/step >20, 601/693, d1=0.462, d2=0.540 g=3.284 2/2 [==============================] - 0s 11ms/step >20, 602/693, d1=0.485, d2=0.440 g=3.009 2/2 [==============================] - 0s 11ms/step >20, 603/693, d1=0.602, d2=0.350 g=2.826 2/2 [==============================] - 0s 11ms/step >20, 604/693, d1=0.431, d2=0.474 g=3.237 2/2 [==============================] - 0s 12ms/step >20, 605/693, d1=0.471, d2=0.401 g=2.187 2/2 [==============================] - 0s 11ms/step >20, 606/693, d1=0.365, d2=0.484 g=3.363 2/2 [==============================] - 0s 11ms/step >20, 607/693, d1=0.508, d2=0.570 g=3.227 2/2 [==============================] - 0s 12ms/step >20, 608/693, d1=0.448, d2=0.373 g=4.093 2/2 [==============================] - 0s 11ms/step >20, 609/693, d1=0.519, d2=0.430 g=2.972 2/2 [==============================] - 0s 12ms/step >20, 610/693, d1=0.393, d2=0.365 g=2.972 2/2 [==============================] - 0s 11ms/step >20, 611/693, d1=0.548, d2=0.426 g=2.499 2/2 [==============================] - 0s 12ms/step >20, 612/693, d1=0.456, d2=0.483 g=3.166 2/2 [==============================] - 0s 12ms/step >20, 613/693, d1=0.517, d2=0.528 g=2.516 2/2 [==============================] - 0s 12ms/step >20, 614/693, d1=0.408, d2=0.337 g=2.566 2/2 [==============================] - 0s 12ms/step >20, 615/693, d1=0.400, d2=0.379 g=2.987 2/2 [==============================] - 0s 13ms/step >20, 616/693, d1=0.401, d2=0.331 g=2.254 2/2 [==============================] - 0s 11ms/step >20, 617/693, d1=0.408, d2=0.494 g=2.238 2/2 [==============================] - 0s 11ms/step >20, 618/693, d1=0.696, d2=0.407 g=3.589 2/2 [==============================] - 0s 11ms/step >20, 619/693, d1=0.437, d2=0.397 g=2.648 2/2 [==============================] - 0s 12ms/step >20, 620/693, d1=0.334, d2=0.391 g=2.682 2/2 [==============================] - 0s 11ms/step >20, 621/693, d1=0.493, d2=0.330 g=2.480 2/2 [==============================] - 0s 12ms/step >20, 622/693, d1=0.369, d2=0.395 g=1.919 2/2 [==============================] - 0s 11ms/step >20, 623/693, d1=0.529, d2=0.441 g=2.735 2/2 [==============================] - 0s 11ms/step >20, 624/693, d1=0.448, d2=0.400 g=2.265 2/2 [==============================] - 0s 12ms/step >20, 625/693, d1=0.497, d2=0.521 g=2.705 2/2 [==============================] - 0s 12ms/step >20, 626/693, d1=0.426, d2=0.342 g=3.820 2/2 [==============================] - 0s 11ms/step >20, 627/693, d1=0.537, d2=0.378 g=2.513 2/2 [==============================] - 0s 13ms/step >20, 628/693, d1=0.434, d2=0.398 g=3.326 2/2 [==============================] - 0s 11ms/step >20, 629/693, d1=0.335, d2=0.284 g=3.286 2/2 [==============================] - 0s 14ms/step >20, 630/693, d1=0.423, d2=0.395 g=3.055 2/2 [==============================] - 0s 11ms/step >20, 631/693, d1=0.388, d2=0.508 g=2.809 2/2 [==============================] - 0s 13ms/step >20, 632/693, d1=0.586, d2=0.408 g=3.073 2/2 [==============================] - 0s 13ms/step >20, 633/693, d1=0.692, d2=0.513 g=3.891 2/2 [==============================] - 0s 12ms/step >20, 634/693, d1=0.485, d2=0.526 g=2.870 2/2 [==============================] - 0s 13ms/step >20, 635/693, d1=0.489, d2=0.476 g=2.365 2/2 [==============================] - 0s 12ms/step >20, 636/693, d1=0.453, d2=0.417 g=2.773 2/2 [==============================] - 0s 12ms/step >20, 637/693, d1=0.467, d2=0.423 g=2.513 2/2 [==============================] - 0s 13ms/step >20, 638/693, d1=0.475, d2=0.449 g=2.104 2/2 [==============================] - 0s 13ms/step >20, 639/693, d1=0.443, d2=0.380 g=2.894 2/2 [==============================] - 0s 12ms/step >20, 640/693, d1=0.395, d2=0.473 g=2.753 2/2 [==============================] - 0s 12ms/step >20, 641/693, d1=0.410, d2=0.398 g=2.918 2/2 [==============================] - 0s 12ms/step >20, 642/693, d1=0.505, d2=0.478 g=2.357 2/2 [==============================] - 0s 12ms/step >20, 643/693, d1=0.497, d2=0.425 g=2.297 2/2 [==============================] - 0s 14ms/step >20, 644/693, d1=0.504, d2=0.392 g=2.879 2/2 [==============================] - 0s 12ms/step >20, 645/693, d1=0.437, d2=0.361 g=2.399 2/2 [==============================] - 0s 12ms/step >20, 646/693, d1=0.385, d2=0.513 g=2.362 2/2 [==============================] - 0s 11ms/step >20, 647/693, d1=0.463, d2=0.351 g=2.695 2/2 [==============================] - 0s 13ms/step >20, 648/693, d1=0.387, d2=0.377 g=2.638 2/2 [==============================] - 0s 13ms/step >20, 649/693, d1=0.563, d2=0.469 g=2.150 2/2 [==============================] - 0s 13ms/step >20, 650/693, d1=0.337, d2=0.371 g=3.210 2/2 [==============================] - 0s 13ms/step >20, 651/693, d1=0.431, d2=0.421 g=2.984 2/2 [==============================] - 0s 12ms/step >20, 652/693, d1=0.472, d2=0.476 g=2.526 2/2 [==============================] - 0s 11ms/step >20, 653/693, d1=0.597, d2=0.458 g=2.573 2/2 [==============================] - 0s 11ms/step >20, 654/693, d1=0.329, d2=0.425 g=2.427 2/2 [==============================] - 0s 13ms/step >20, 655/693, d1=0.453, d2=0.404 g=3.167 2/2 [==============================] - 0s 12ms/step >20, 656/693, d1=0.423, d2=0.438 g=2.877 2/2 [==============================] - 0s 11ms/step >20, 657/693, d1=0.483, d2=0.414 g=2.959 2/2 [==============================] - 0s 12ms/step >20, 658/693, d1=0.470, d2=0.357 g=2.993 2/2 [==============================] - 0s 11ms/step >20, 659/693, d1=0.438, d2=0.335 g=2.413 2/2 [==============================] - 0s 11ms/step >20, 660/693, d1=0.254, d2=0.390 g=3.031 2/2 [==============================] - 0s 12ms/step >20, 661/693, d1=0.442, d2=0.445 g=2.256 2/2 [==============================] - 0s 11ms/step >20, 662/693, d1=0.484, d2=0.337 g=3.877 2/2 [==============================] - 0s 11ms/step >20, 663/693, d1=0.401, d2=0.437 g=3.200 2/2 [==============================] - 0s 12ms/step >20, 664/693, d1=0.468, d2=0.494 g=2.823 2/2 [==============================] - 0s 11ms/step >20, 665/693, d1=0.521, d2=0.380 g=2.459 2/2 [==============================] - 0s 12ms/step >20, 666/693, d1=0.389, d2=0.402 g=2.247 2/2 [==============================] - 0s 12ms/step >20, 667/693, d1=0.475, d2=0.372 g=3.704 2/2 [==============================] - 0s 12ms/step >20, 668/693, d1=0.483, d2=0.170 g=6.223 2/2 [==============================] - 0s 12ms/step >20, 669/693, d1=0.355, d2=0.350 g=2.610 2/2 [==============================] - 0s 11ms/step >20, 670/693, d1=0.246, d2=0.239 g=4.094 2/2 [==============================] - 0s 11ms/step >20, 671/693, d1=0.330, d2=0.226 g=2.475 2/2 [==============================] - 0s 11ms/step >20, 672/693, d1=0.402, d2=0.266 g=2.933 2/2 [==============================] - 0s 12ms/step >20, 673/693, d1=0.243, d2=0.543 g=3.407 2/2 [==============================] - 0s 12ms/step >20, 674/693, d1=0.360, d2=0.427 g=2.494 2/2 [==============================] - 0s 12ms/step >20, 675/693, d1=0.383, d2=0.440 g=2.364 2/2 [==============================] - 0s 11ms/step >20, 676/693, d1=0.354, d2=0.310 g=2.149 2/2 [==============================] - 0s 12ms/step >20, 677/693, d1=0.364, d2=0.380 g=2.958 2/2 [==============================] - 0s 11ms/step >20, 678/693, d1=0.344, d2=0.392 g=2.890 2/2 [==============================] - 0s 12ms/step >20, 679/693, d1=0.525, d2=0.463 g=3.272 2/2 [==============================] - 0s 13ms/step >20, 680/693, d1=0.577, d2=0.384 g=2.721 2/2 [==============================] - 0s 12ms/step >20, 681/693, d1=0.391, d2=0.412 g=2.580 2/2 [==============================] - 0s 12ms/step >20, 682/693, d1=0.436, d2=0.386 g=2.036 2/2 [==============================] - 0s 12ms/step >20, 683/693, d1=0.473, d2=0.293 g=2.489 2/2 [==============================] - 0s 12ms/step >20, 684/693, d1=0.383, d2=0.563 g=1.998 2/2 [==============================] - 0s 12ms/step >20, 685/693, d1=0.432, d2=0.386 g=2.259 2/2 [==============================] - 0s 13ms/step >20, 686/693, d1=0.459, d2=0.427 g=2.205 2/2 [==============================] - 0s 11ms/step >20, 687/693, d1=0.534, d2=0.415 g=2.538 2/2 [==============================] - 0s 14ms/step >20, 688/693, d1=0.441, d2=0.393 g=2.557 2/2 [==============================] - 0s 12ms/step >20, 689/693, d1=0.442, d2=0.371 g=2.208 2/2 [==============================] - 0s 11ms/step >20, 690/693, d1=0.471, d2=0.402 g=1.949 2/2 [==============================] - 0s 12ms/step >20, 691/693, d1=0.473, d2=0.474 g=2.276 2/2 [==============================] - 0s 13ms/step >20, 692/693, d1=0.443, d2=0.378 g=2.688 2/2 [==============================] - 0s 12ms/step >20, 693/693, d1=0.470, d2=0.399 g=2.295 5/5 [==============================] - 0s 14ms/step >Accuracy real: 75%, fake: 93% WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model. 2/2 [==============================] - 0s 12ms/step >21, 1/693, d1=0.493, d2=0.535 g=2.675 2/2 [==============================] - 0s 12ms/step >21, 2/693, d1=0.501, d2=0.420 g=2.608 2/2 [==============================] - 0s 11ms/step >21, 3/693, d1=0.455, d2=0.361 g=2.098 2/2 [==============================] - 0s 12ms/step >21, 4/693, d1=0.500, d2=0.448 g=2.024 2/2 [==============================] - 0s 14ms/step >21, 5/693, d1=0.459, d2=0.488 g=2.313 2/2 [==============================] - 0s 12ms/step >21, 6/693, d1=0.393, d2=0.284 g=2.479 2/2 [==============================] - 0s 12ms/step >21, 7/693, d1=0.402, d2=0.391 g=2.211 2/2 [==============================] - 0s 11ms/step >21, 8/693, d1=0.365, d2=0.465 g=2.233 2/2 [==============================] - 0s 11ms/step >21, 9/693, d1=0.438, d2=0.454 g=2.441 2/2 [==============================] - 0s 13ms/step >21, 10/693, d1=0.415, d2=0.384 g=3.040 2/2 [==============================] - 0s 11ms/step >21, 11/693, d1=0.497, d2=0.380 g=2.036 2/2 [==============================] - 0s 12ms/step >21, 12/693, d1=0.513, d2=0.346 g=2.847 2/2 [==============================] - 0s 11ms/step >21, 13/693, d1=0.474, d2=0.451 g=2.567 2/2 [==============================] - 0s 12ms/step >21, 14/693, d1=0.510, d2=0.488 g=2.530 2/2 [==============================] - 0s 12ms/step >21, 15/693, d1=0.458, d2=0.410 g=2.393 2/2 [==============================] - 0s 13ms/step >21, 16/693, d1=0.480, d2=0.382 g=2.507 2/2 [==============================] - 0s 12ms/step >21, 17/693, d1=0.432, d2=0.521 g=2.383 2/2 [==============================] - 0s 14ms/step >21, 18/693, d1=0.493, d2=0.432 g=3.155 2/2 [==============================] - 0s 12ms/step >21, 19/693, d1=0.524, d2=0.395 g=2.555 2/2 [==============================] - 0s 12ms/step >21, 20/693, d1=0.486, d2=0.410 g=3.597 2/2 [==============================] - 0s 12ms/step >21, 21/693, d1=0.565, d2=0.398 g=3.026 2/2 [==============================] - 0s 13ms/step >21, 22/693, d1=0.509, d2=0.451 g=2.493 2/2 [==============================] - 0s 12ms/step >21, 23/693, d1=0.502, d2=0.521 g=2.480 2/2 [==============================] - 0s 12ms/step >21, 24/693, d1=0.468, d2=0.668 g=2.899 2/2 [==============================] - 0s 12ms/step >21, 25/693, d1=0.518, d2=0.453 g=2.436 2/2 [==============================] - 0s 12ms/step >21, 26/693, d1=0.433, d2=0.389 g=2.567 2/2 [==============================] - 0s 13ms/step >21, 27/693, d1=0.434, d2=0.408 g=2.148 2/2 [==============================] - 0s 11ms/step >21, 28/693, d1=0.427, d2=0.376 g=2.904 2/2 [==============================] - 0s 12ms/step >21, 29/693, d1=0.456, d2=0.340 g=2.558 2/2 [==============================] - 0s 11ms/step >21, 30/693, d1=0.481, d2=0.507 g=2.973 2/2 [==============================] - 0s 11ms/step >21, 31/693, d1=0.467, d2=0.465 g=2.748 2/2 [==============================] - 0s 12ms/step >21, 32/693, d1=0.409, d2=0.380 g=2.147 2/2 [==============================] - 0s 12ms/step >21, 33/693, d1=0.535, d2=0.443 g=2.744 2/2 [==============================] - 0s 12ms/step >21, 34/693, d1=0.500, d2=0.445 g=2.567 2/2 [==============================] - 0s 12ms/step >21, 35/693, d1=0.381, d2=0.385 g=2.550 2/2 [==============================] - 0s 12ms/step >21, 36/693, d1=0.469, d2=0.355 g=2.446 2/2 [==============================] - 0s 12ms/step >21, 37/693, d1=0.568, d2=0.380 g=2.107 2/2 [==============================] - 0s 11ms/step >21, 38/693, d1=0.481, d2=0.527 g=2.678 2/2 [==============================] - 0s 11ms/step >21, 39/693, d1=0.468, d2=0.423 g=2.418 2/2 [==============================] - 0s 14ms/step >21, 40/693, d1=0.397, d2=0.446 g=2.281 2/2 [==============================] - 0s 12ms/step >21, 41/693, d1=0.548, d2=0.402 g=2.449 2/2 [==============================] - 0s 13ms/step >21, 42/693, d1=0.453, d2=0.463 g=2.418 2/2 [==============================] - 0s 12ms/step >21, 43/693, d1=0.540, d2=0.459 g=2.144 2/2 [==============================] - 0s 13ms/step >21, 44/693, d1=0.515, d2=0.417 g=2.775 2/2 [==============================] - 0s 12ms/step >21, 45/693, d1=0.420, d2=0.538 g=2.154 2/2 [==============================] - 0s 13ms/step >21, 46/693, d1=0.454, d2=0.459 g=2.489 2/2 [==============================] - 0s 11ms/step >21, 47/693, d1=0.431, d2=0.413 g=3.053 2/2 [==============================] - 0s 11ms/step >21, 48/693, d1=0.512, d2=0.309 g=2.069 2/2 [==============================] - 0s 12ms/step >21, 49/693, d1=0.395, d2=0.453 g=2.156 2/2 [==============================] - 0s 12ms/step >21, 50/693, d1=0.539, d2=0.488 g=2.217 2/2 [==============================] - 0s 12ms/step >21, 51/693, d1=0.413, d2=0.444 g=3.317 2/2 [==============================] - 0s 12ms/step >21, 52/693, d1=0.481, d2=0.372 g=2.614 2/2 [==============================] - 0s 11ms/step >21, 53/693, d1=0.529, d2=0.428 g=1.883 2/2 [==============================] - 0s 12ms/step >21, 54/693, d1=0.431, d2=0.338 g=2.140 2/2 [==============================] - 0s 11ms/step >21, 55/693, d1=0.411, d2=0.417 g=2.610 2/2 [==============================] - 0s 12ms/step >21, 56/693, d1=0.408, d2=0.512 g=3.032 2/2 [==============================] - 0s 14ms/step >21, 57/693, d1=0.549, d2=0.535 g=2.239 2/2 [==============================] - 0s 14ms/step >21, 58/693, d1=0.343, d2=0.337 g=2.426 2/2 [==============================] - 0s 11ms/step >21, 59/693, d1=0.576, d2=0.417 g=2.689 2/2 [==============================] - 0s 14ms/step >21, 60/693, d1=0.644, d2=0.402 g=2.186 2/2 [==============================] - 0s 13ms/step >21, 61/693, d1=0.432, d2=0.482 g=2.232 2/2 [==============================] - 0s 12ms/step >21, 62/693, d1=0.491, d2=0.389 g=2.175 2/2 [==============================] - 0s 12ms/step >21, 63/693, d1=0.531, d2=0.404 g=2.072 2/2 [==============================] - 0s 11ms/step >21, 64/693, d1=0.349, d2=0.384 g=1.793 2/2 [==============================] - 0s 12ms/step >21, 65/693, d1=0.489, d2=0.385 g=2.356 2/2 [==============================] - 0s 12ms/step >21, 66/693, d1=0.465, d2=0.484 g=2.344 2/2 [==============================] - 0s 11ms/step >21, 67/693, d1=0.583, d2=0.411 g=2.441 2/2 [==============================] - 0s 11ms/step >21, 68/693, d1=0.633, d2=0.422 g=2.453 2/2 [==============================] - 0s 12ms/step >21, 69/693, d1=0.447, d2=0.417 g=2.043 2/2 [==============================] - 0s 12ms/step >21, 70/693, d1=0.375, d2=0.350 g=2.064 2/2 [==============================] - 0s 11ms/step >21, 71/693, d1=0.376, d2=0.550 g=2.301 2/2 [==============================] - 0s 12ms/step >21, 72/693, d1=0.617, d2=0.505 g=2.073 2/2 [==============================] - 0s 12ms/step >21, 73/693, d1=0.441, d2=0.469 g=2.132 2/2 [==============================] - 0s 13ms/step >21, 74/693, d1=0.579, d2=0.313 g=2.228 2/2 [==============================] - 0s 11ms/step >21, 75/693, d1=0.432, d2=0.445 g=2.044 2/2 [==============================] - 0s 12ms/step >21, 76/693, d1=0.388, d2=0.467 g=3.026 2/2 [==============================] - 0s 12ms/step >21, 77/693, d1=0.554, d2=0.408 g=2.369 2/2 [==============================] - 0s 12ms/step >21, 78/693, d1=0.493, d2=0.427 g=3.288 2/2 [==============================] - 0s 11ms/step >21, 79/693, d1=0.545, d2=0.326 g=2.219 2/2 [==============================] - 0s 13ms/step >21, 80/693, d1=0.564, d2=0.413 g=1.981 2/2 [==============================] - 0s 11ms/step >21, 81/693, d1=0.491, d2=0.574 g=2.974 2/2 [==============================] - 0s 12ms/step >21, 82/693, d1=0.386, d2=0.309 g=2.025 2/2 [==============================] - 0s 12ms/step >21, 83/693, d1=0.509, d2=0.471 g=2.657 2/2 [==============================] - 0s 12ms/step >21, 84/693, d1=0.547, d2=0.354 g=2.439 2/2 [==============================] - 0s 11ms/step >21, 85/693, d1=0.442, d2=0.472 g=2.259 2/2 [==============================] - 0s 12ms/step >21, 86/693, d1=0.587, d2=0.384 g=2.345 2/2 [==============================] - 0s 12ms/step >21, 87/693, d1=0.431, d2=0.464 g=2.458 2/2 [==============================] - 0s 11ms/step >21, 88/693, d1=0.468, d2=0.434 g=1.934 2/2 [==============================] - 0s 13ms/step >21, 89/693, d1=0.359, d2=0.493 g=2.227 2/2 [==============================] - 0s 13ms/step >21, 90/693, d1=0.495, d2=0.512 g=2.142 2/2 [==============================] - 0s 13ms/step >21, 91/693, d1=0.331, d2=0.275 g=2.611 2/2 [==============================] - 0s 12ms/step >21, 92/693, d1=0.624, d2=0.396 g=1.893 2/2 [==============================] - 0s 12ms/step >21, 93/693, d1=0.475, d2=0.456 g=2.006 2/2 [==============================] - 0s 12ms/step >21, 94/693, d1=0.403, d2=0.379 g=2.468 2/2 [==============================] - 0s 12ms/step >21, 95/693, d1=0.431, d2=0.567 g=2.772 2/2 [==============================] - 0s 12ms/step >21, 96/693, d1=0.519, d2=0.294 g=2.485 2/2 [==============================] - 0s 11ms/step >21, 97/693, d1=0.554, d2=0.418 g=2.112 2/2 [==============================] - 0s 11ms/step >21, 98/693, d1=0.333, d2=0.358 g=1.799 2/2 [==============================] - 0s 11ms/step >21, 99/693, d1=0.379, d2=0.456 g=2.140 2/2 [==============================] - 0s 12ms/step >21, 100/693, d1=0.594, d2=0.562 g=1.937 2/2 [==============================] - 0s 12ms/step >21, 101/693, d1=0.512, d2=0.460 g=2.618 2/2 [==============================] - 0s 12ms/step >21, 102/693, d1=0.343, d2=0.364 g=2.765 2/2 [==============================] - 0s 12ms/step >21, 103/693, d1=0.541, d2=0.426 g=2.415 2/2 [==============================] - 0s 11ms/step >21, 104/693, d1=0.427, d2=0.443 g=1.776 2/2 [==============================] - 0s 11ms/step >21, 105/693, d1=0.362, d2=0.394 g=2.570 2/2 [==============================] - 0s 12ms/step >21, 106/693, d1=0.575, d2=0.299 g=2.887 2/2 [==============================] - 0s 12ms/step >21, 107/693, d1=0.450, d2=0.511 g=1.813 2/2 [==============================] - 0s 12ms/step >21, 108/693, d1=0.418, d2=0.345 g=2.597 2/2 [==============================] - 0s 11ms/step >21, 109/693, d1=0.457, d2=0.360 g=2.660 2/2 [==============================] - 0s 12ms/step >21, 110/693, d1=0.534, d2=0.378 g=1.826 2/2 [==============================] - 0s 11ms/step >21, 111/693, d1=0.292, d2=0.480 g=2.471 2/2 [==============================] - 0s 12ms/step >21, 112/693, d1=0.483, d2=0.466 g=2.620 2/2 [==============================] - 0s 14ms/step >21, 113/693, d1=0.562, d2=0.452 g=1.998 2/2 [==============================] - 0s 12ms/step >21, 114/693, d1=0.355, d2=0.451 g=2.185 2/2 [==============================] - 0s 12ms/step >21, 115/693, d1=0.496, d2=0.496 g=2.970 2/2 [==============================] - 0s 13ms/step >21, 116/693, d1=0.557, d2=0.439 g=2.407 2/2 [==============================] - 0s 12ms/step >21, 117/693, d1=0.471, d2=0.414 g=2.873 2/2 [==============================] - 0s 11ms/step >21, 118/693, d1=0.504, d2=0.481 g=2.308 2/2 [==============================] - 0s 12ms/step >21, 119/693, d1=0.506, d2=0.466 g=2.564 2/2 [==============================] - 0s 11ms/step >21, 120/693, d1=0.378, d2=0.383 g=3.448 2/2 [==============================] - 0s 11ms/step >21, 121/693, d1=0.464, d2=0.370 g=2.113 2/2 [==============================] - 0s 11ms/step >21, 122/693, d1=0.495, d2=0.594 g=2.425 2/2 [==============================] - 0s 11ms/step >21, 123/693, d1=0.527, d2=0.353 g=2.397 2/2 [==============================] - 0s 12ms/step >21, 124/693, d1=0.326, d2=0.389 g=2.657 2/2 [==============================] - 0s 12ms/step >21, 125/693, d1=0.505, d2=0.410 g=2.310 2/2 [==============================] - 0s 12ms/step >21, 126/693, d1=0.533, d2=0.417 g=3.057 2/2 [==============================] - 0s 11ms/step >21, 127/693, d1=0.385, d2=0.402 g=1.894 2/2 [==============================] - 0s 12ms/step >21, 128/693, d1=0.509, d2=0.348 g=2.319 2/2 [==============================] - 0s 11ms/step >21, 129/693, d1=0.576, d2=0.434 g=2.390 2/2 [==============================] - 0s 12ms/step >21, 130/693, d1=0.373, d2=0.499 g=1.809 2/2 [==============================] - 0s 11ms/step >21, 131/693, d1=0.410, d2=0.462 g=2.057 2/2 [==============================] - 0s 11ms/step >21, 132/693, d1=0.463, d2=0.390 g=2.487 2/2 [==============================] - 0s 12ms/step >21, 133/693, d1=0.496, d2=0.457 g=2.429 2/2 [==============================] - 0s 11ms/step >21, 134/693, d1=0.561, d2=0.523 g=2.566 2/2 [==============================] - 0s 11ms/step >21, 135/693, d1=0.612, d2=0.461 g=2.018 2/2 [==============================] - 0s 11ms/step >21, 136/693, d1=0.414, d2=0.447 g=2.336 2/2 [==============================] - 0s 12ms/step >21, 137/693, d1=0.523, d2=0.427 g=2.660 2/2 [==============================] - 0s 14ms/step >21, 138/693, d1=0.403, d2=0.478 g=2.105 2/2 [==============================] - 0s 12ms/step >21, 139/693, d1=0.466, d2=0.288 g=2.162 2/2 [==============================] - 0s 12ms/step >21, 140/693, d1=0.445, d2=0.462 g=2.253 2/2 [==============================] - 0s 12ms/step >21, 141/693, d1=0.465, d2=0.403 g=2.184 2/2 [==============================] - 0s 12ms/step >21, 142/693, d1=0.357, d2=0.472 g=3.238 2/2 [==============================] - 0s 12ms/step >21, 143/693, d1=0.540, d2=0.345 g=2.234 2/2 [==============================] - 0s 11ms/step >21, 144/693, d1=0.483, d2=0.406 g=2.336 2/2 [==============================] - 0s 12ms/step >21, 145/693, d1=0.458, d2=0.434 g=2.439 2/2 [==============================] - 0s 11ms/step >21, 146/693, d1=0.452, d2=0.524 g=2.298 2/2 [==============================] - 0s 12ms/step >21, 147/693, d1=0.335, d2=0.401 g=3.311 2/2 [==============================] - 0s 13ms/step >21, 148/693, d1=0.522, d2=0.401 g=3.246 2/2 [==============================] - 0s 12ms/step >21, 149/693, d1=0.559, d2=0.352 g=2.284 2/2 [==============================] - 0s 11ms/step >21, 150/693, d1=0.453, d2=0.439 g=2.173 2/2 [==============================] - 0s 12ms/step >21, 151/693, d1=0.412, d2=0.475 g=2.291 2/2 [==============================] - 0s 13ms/step >21, 152/693, d1=0.593, d2=0.386 g=2.304 2/2 [==============================] - 0s 11ms/step >21, 153/693, d1=0.377, d2=0.463 g=2.199 2/2 [==============================] - 0s 13ms/step >21, 154/693, d1=0.479, d2=0.402 g=2.218 2/2 [==============================] - 0s 14ms/step >21, 155/693, d1=0.432, d2=0.351 g=2.060 2/2 [==============================] - 0s 12ms/step >21, 156/693, d1=0.353, d2=0.415 g=2.745 2/2 [==============================] - 0s 12ms/step >21, 157/693, d1=0.513, d2=0.387 g=2.223 2/2 [==============================] - 0s 12ms/step >21, 158/693, d1=0.415, d2=0.371 g=2.399 2/2 [==============================] - 0s 12ms/step >21, 159/693, d1=0.469, d2=0.500 g=2.107 2/2 [==============================] - 0s 11ms/step >21, 160/693, d1=0.507, d2=0.392 g=2.550 2/2 [==============================] - 0s 11ms/step >21, 161/693, d1=0.658, d2=0.440 g=2.059 2/2 [==============================] - 0s 11ms/step >21, 162/693, d1=0.481, d2=0.364 g=2.733 2/2 [==============================] - 0s 11ms/step >21, 163/693, d1=0.431, d2=0.419 g=2.043 2/2 [==============================] - 0s 11ms/step >21, 164/693, d1=0.544, d2=0.488 g=2.139 2/2 [==============================] - 0s 12ms/step >21, 165/693, d1=0.328, d2=0.535 g=2.122 2/2 [==============================] - 0s 12ms/step >21, 166/693, d1=0.502, d2=0.323 g=2.927 2/2 [==============================] - 0s 12ms/step >21, 167/693, d1=0.495, d2=0.468 g=2.414 2/2 [==============================] - 0s 12ms/step >21, 168/693, d1=0.436, d2=0.373 g=2.117 2/2 [==============================] - 0s 12ms/step >21, 169/693, d1=0.478, d2=0.514 g=1.969 2/2 [==============================] - 0s 11ms/step >21, 170/693, d1=0.437, d2=0.548 g=2.245 2/2 [==============================] - 0s 12ms/step >21, 171/693, d1=0.459, d2=0.388 g=2.331 2/2 [==============================] - 0s 11ms/step >21, 172/693, d1=0.486, d2=0.399 g=2.728 2/2 [==============================] - 0s 11ms/step >21, 173/693, d1=0.488, d2=0.403 g=2.459 2/2 [==============================] - 0s 12ms/step >21, 174/693, d1=0.547, d2=0.442 g=2.246 2/2 [==============================] - 0s 12ms/step >21, 175/693, d1=0.437, d2=0.398 g=2.372 2/2 [==============================] - 0s 12ms/step >21, 176/693, d1=0.354, d2=0.452 g=2.488 2/2 [==============================] - 0s 12ms/step >21, 177/693, d1=0.620, d2=0.488 g=2.117 2/2 [==============================] - 0s 12ms/step >21, 178/693, d1=0.367, d2=0.535 g=2.986 2/2 [==============================] - 0s 12ms/step >21, 179/693, d1=0.538, d2=0.395 g=1.973 2/2 [==============================] - 0s 12ms/step >21, 180/693, d1=0.432, d2=0.378 g=1.979 2/2 [==============================] - 0s 12ms/step >21, 181/693, d1=0.478, d2=0.399 g=1.884 2/2 [==============================] - 0s 11ms/step >21, 182/693, d1=0.330, d2=0.378 g=3.098 2/2 [==============================] - 0s 12ms/step >21, 183/693, d1=0.583, d2=0.461 g=2.600 2/2 [==============================] - 0s 11ms/step >21, 184/693, d1=0.410, d2=0.412 g=2.291 2/2 [==============================] - 0s 13ms/step >21, 185/693, d1=0.649, d2=0.411 g=2.187 2/2 [==============================] - 0s 13ms/step >21, 186/693, d1=0.523, d2=0.509 g=1.861 2/2 [==============================] - 0s 11ms/step >21, 187/693, d1=0.459, d2=0.538 g=1.620 2/2 [==============================] - 0s 11ms/step >21, 188/693, d1=0.458, d2=0.419 g=2.210 2/2 [==============================] - 0s 12ms/step >21, 189/693, d1=0.470, d2=0.417 g=2.370 2/2 [==============================] - 0s 11ms/step >21, 190/693, d1=0.417, d2=0.406 g=1.777 2/2 [==============================] - 0s 11ms/step >21, 191/693, d1=0.414, d2=0.449 g=2.086 2/2 [==============================] - 0s 12ms/step >21, 192/693, d1=0.455, d2=0.414 g=2.101 2/2 [==============================] - 0s 12ms/step >21, 193/693, d1=0.432, d2=0.364 g=2.243 2/2 [==============================] - 0s 11ms/step >21, 194/693, d1=0.450, d2=0.469 g=2.323 2/2 [==============================] - 0s 11ms/step >21, 195/693, d1=0.472, d2=0.423 g=2.449 2/2 [==============================] - 0s 13ms/step >21, 196/693, d1=0.544, d2=0.465 g=2.355 2/2 [==============================] - 0s 11ms/step >21, 197/693, d1=0.472, d2=0.293 g=2.314 2/2 [==============================] - 0s 12ms/step >21, 198/693, d1=0.435, d2=0.428 g=1.985 2/2 [==============================] - 0s 12ms/step >21, 199/693, d1=0.415, d2=0.371 g=2.575 2/2 [==============================] - 0s 12ms/step >21, 200/693, d1=0.504, d2=0.509 g=2.147 2/2 [==============================] - 0s 12ms/step >21, 201/693, d1=0.366, d2=0.447 g=2.985 2/2 [==============================] - 0s 12ms/step >21, 202/693, d1=0.555, d2=0.382 g=2.249 2/2 [==============================] - 0s 15ms/step >21, 203/693, d1=0.415, d2=0.340 g=2.180 2/2 [==============================] - 0s 11ms/step >21, 204/693, d1=0.426, d2=0.487 g=1.872 2/2 [==============================] - 0s 11ms/step >21, 205/693, d1=0.492, d2=0.485 g=2.364 2/2 [==============================] - 0s 11ms/step >21, 206/693, d1=0.568, d2=0.368 g=2.129 2/2 [==============================] - 0s 11ms/step >21, 207/693, d1=0.501, d2=0.428 g=2.563 2/2 [==============================] - 0s 12ms/step >21, 208/693, d1=0.420, d2=0.419 g=2.297 2/2 [==============================] - 0s 11ms/step >21, 209/693, d1=0.547, d2=0.471 g=2.133 2/2 [==============================] - 0s 13ms/step >21, 210/693, d1=0.414, d2=0.425 g=2.528 2/2 [==============================] - 0s 12ms/step >21, 211/693, d1=0.432, d2=0.444 g=2.082 2/2 [==============================] - 0s 12ms/step >21, 212/693, d1=0.490, d2=0.367 g=2.492 2/2 [==============================] - 0s 12ms/step >21, 213/693, d1=0.413, d2=0.431 g=2.183 2/2 [==============================] - 0s 11ms/step >21, 214/693, d1=0.650, d2=0.460 g=2.210 2/2 [==============================] - 0s 11ms/step >21, 215/693, d1=0.398, d2=0.405 g=2.024 2/2 [==============================] - 0s 12ms/step >21, 216/693, d1=0.354, d2=0.420 g=2.373 2/2 [==============================] - 0s 11ms/step >21, 217/693, d1=0.392, d2=0.370 g=2.275 2/2 [==============================] - 0s 12ms/step >21, 218/693, d1=0.614, d2=0.504 g=2.167 2/2 [==============================] - 0s 11ms/step >21, 219/693, d1=0.575, d2=0.375 g=2.245 2/2 [==============================] - 0s 12ms/step >21, 220/693, d1=0.475, d2=0.448 g=2.441 2/2 [==============================] - 0s 11ms/step >21, 221/693, d1=0.516, d2=0.517 g=2.537 2/2 [==============================] - 0s 12ms/step >21, 222/693, d1=0.411, d2=0.564 g=2.213 2/2 [==============================] - 0s 11ms/step >21, 223/693, d1=0.451, d2=0.366 g=2.380 2/2 [==============================] - 0s 13ms/step >21, 224/693, d1=0.487, d2=0.368 g=2.060 2/2 [==============================] - 0s 13ms/step >21, 225/693, d1=0.389, d2=0.439 g=2.259 2/2 [==============================] - 0s 11ms/step >21, 226/693, d1=0.587, d2=0.465 g=1.983 2/2 [==============================] - 0s 12ms/step >21, 227/693, d1=0.550, d2=0.505 g=2.214 2/2 [==============================] - 0s 12ms/step >21, 228/693, d1=0.535, d2=0.448 g=2.078 2/2 [==============================] - 0s 11ms/step >21, 229/693, d1=0.442, d2=0.389 g=2.313 2/2 [==============================] - 0s 12ms/step >21, 230/693, d1=0.390, d2=0.380 g=2.022 2/2 [==============================] - 0s 12ms/step >21, 231/693, d1=0.492, d2=0.341 g=1.986 2/2 [==============================] - 0s 11ms/step >21, 232/693, d1=0.310, d2=0.525 g=2.189 2/2 [==============================] - 0s 13ms/step >21, 233/693, d1=0.550, d2=0.340 g=2.351 2/2 [==============================] - 0s 11ms/step >21, 234/693, d1=0.349, d2=0.382 g=1.990 2/2 [==============================] - 0s 11ms/step >21, 235/693, d1=0.499, d2=0.419 g=2.352 2/2 [==============================] - 0s 12ms/step >21, 236/693, d1=0.468, d2=0.409 g=2.525 2/2 [==============================] - 0s 11ms/step >21, 237/693, d1=0.550, d2=0.374 g=2.245 2/2 [==============================] - 0s 11ms/step >21, 238/693, d1=0.444, d2=0.426 g=2.253 2/2 [==============================] - 0s 14ms/step >21, 239/693, d1=0.483, d2=0.366 g=1.928 2/2 [==============================] - 0s 13ms/step >21, 240/693, d1=0.239, d2=0.514 g=2.066 2/2 [==============================] - 0s 12ms/step >21, 241/693, d1=0.628, d2=0.415 g=2.877 2/2 [==============================] - 0s 12ms/step >21, 242/693, d1=0.523, d2=0.451 g=2.288 2/2 [==============================] - 0s 11ms/step >21, 243/693, d1=0.405, d2=0.444 g=2.415 2/2 [==============================] - 0s 12ms/step >21, 244/693, d1=0.448, d2=0.371 g=1.868 2/2 [==============================] - 0s 12ms/step >21, 245/693, d1=0.446, d2=0.385 g=2.660 2/2 [==============================] - 0s 11ms/step >21, 246/693, d1=0.414, d2=0.427 g=2.080 2/2 [==============================] - 0s 11ms/step >21, 247/693, d1=0.454, d2=0.424 g=2.040 2/2 [==============================] - 0s 12ms/step >21, 248/693, d1=0.451, d2=0.448 g=2.640 2/2 [==============================] - 0s 12ms/step >21, 249/693, d1=0.495, d2=0.492 g=2.202 2/2 [==============================] - 0s 12ms/step >21, 250/693, d1=0.452, d2=0.441 g=2.418 2/2 [==============================] - 0s 11ms/step >21, 251/693, d1=0.484, d2=0.390 g=2.335 2/2 [==============================] - 0s 12ms/step >21, 252/693, d1=0.513, d2=0.468 g=2.340 2/2 [==============================] - 0s 11ms/step >21, 253/693, d1=0.456, d2=0.477 g=2.852 2/2 [==============================] - 0s 11ms/step >21, 254/693, d1=0.472, d2=0.338 g=2.447 2/2 [==============================] - 0s 12ms/step >21, 255/693, d1=0.534, d2=0.382 g=2.422 2/2 [==============================] - 0s 11ms/step >21, 256/693, d1=0.302, d2=0.519 g=2.884 2/2 [==============================] - 0s 12ms/step >21, 257/693, d1=0.566, d2=0.460 g=3.446 2/2 [==============================] - 0s 11ms/step >21, 258/693, d1=0.553, d2=0.388 g=2.421 2/2 [==============================] - 0s 12ms/step >21, 259/693, d1=0.395, d2=0.508 g=2.586 2/2 [==============================] - 0s 14ms/step >21, 260/693, d1=0.538, d2=0.375 g=2.397 2/2 [==============================] - 0s 11ms/step >21, 261/693, d1=0.465, d2=0.499 g=2.706 2/2 [==============================] - 0s 12ms/step >21, 262/693, d1=0.442, d2=0.518 g=2.454 2/2 [==============================] - 0s 11ms/step >21, 263/693, d1=0.495, d2=0.379 g=2.519 2/2 [==============================] - 0s 11ms/step >21, 264/693, d1=0.430, d2=0.429 g=2.456 2/2 [==============================] - 0s 12ms/step >21, 265/693, d1=0.601, d2=0.447 g=2.448 2/2 [==============================] - 0s 11ms/step >21, 266/693, d1=0.406, d2=0.363 g=2.218 2/2 [==============================] - 0s 12ms/step >21, 267/693, d1=0.410, d2=0.428 g=2.468 2/2 [==============================] - 0s 11ms/step >21, 268/693, d1=0.442, d2=0.414 g=1.868 2/2 [==============================] - 0s 11ms/step >21, 269/693, d1=0.515, d2=0.441 g=2.475 2/2 [==============================] - 0s 11ms/step >21, 270/693, d1=0.497, d2=0.379 g=2.080 2/2 [==============================] - 0s 11ms/step >21, 271/693, d1=0.451, d2=0.479 g=2.124 2/2 [==============================] - 0s 11ms/step >21, 272/693, d1=0.448, d2=0.388 g=2.792 2/2 [==============================] - 0s 11ms/step >21, 273/693, d1=0.338, d2=0.501 g=1.964 2/2 [==============================] - 0s 11ms/step >21, 274/693, d1=0.492, d2=0.338 g=1.932 2/2 [==============================] - 0s 11ms/step >21, 275/693, d1=0.354, d2=0.361 g=2.341 2/2 [==============================] - 0s 11ms/step >21, 276/693, d1=0.564, d2=0.432 g=1.943 2/2 [==============================] - 0s 12ms/step >21, 277/693, d1=0.414, d2=0.451 g=2.180 2/2 [==============================] - 0s 12ms/step >21, 278/693, d1=0.518, d2=0.413 g=2.110 2/2 [==============================] - 0s 12ms/step >21, 279/693, d1=0.509, d2=0.384 g=2.066 2/2 [==============================] - 0s 11ms/step >21, 280/693, d1=0.491, d2=0.405 g=1.838 2/2 [==============================] - 0s 11ms/step >21, 281/693, d1=0.470, d2=0.448 g=2.596 2/2 [==============================] - 0s 12ms/step >21, 282/693, d1=0.436, d2=0.521 g=2.006 2/2 [==============================] - 0s 11ms/step >21, 283/693, d1=0.476, d2=0.505 g=2.286 2/2 [==============================] - 0s 12ms/step >21, 284/693, d1=0.570, d2=0.441 g=2.705 2/2 [==============================] - 0s 12ms/step >21, 285/693, d1=0.549, d2=0.408 g=2.403 2/2 [==============================] - 0s 11ms/step >21, 286/693, d1=0.419, d2=0.394 g=3.087 2/2 [==============================] - 0s 12ms/step >21, 287/693, d1=0.576, d2=0.383 g=1.582 2/2 [==============================] - 0s 11ms/step >21, 288/693, d1=0.370, d2=0.544 g=2.394 2/2 [==============================] - 0s 12ms/step >21, 289/693, d1=0.274, d2=0.407 g=2.001 2/2 [==============================] - 0s 11ms/step >21, 290/693, d1=0.437, d2=0.418 g=2.597 2/2 [==============================] - 0s 11ms/step >21, 291/693, d1=0.465, d2=0.331 g=2.405 2/2 [==============================] - 0s 11ms/step >21, 292/693, d1=0.541, d2=0.399 g=2.535 2/2 [==============================] - 0s 12ms/step >21, 293/693, d1=0.349, d2=0.456 g=2.279 2/2 [==============================] - 0s 12ms/step >21, 294/693, d1=0.479, d2=0.373 g=2.181 2/2 [==============================] - 0s 11ms/step >21, 295/693, d1=0.445, d2=0.466 g=2.364 2/2 [==============================] - 0s 12ms/step >21, 296/693, d1=0.327, d2=0.412 g=2.981 2/2 [==============================] - 0s 12ms/step >21, 297/693, d1=0.453, d2=0.352 g=2.712 2/2 [==============================] - 0s 11ms/step >21, 298/693, d1=0.679, d2=0.485 g=2.550 2/2 [==============================] - 0s 12ms/step >21, 299/693, d1=0.396, d2=0.394 g=2.182 2/2 [==============================] - 0s 11ms/step >21, 300/693, d1=0.365, d2=0.474 g=2.599 2/2 [==============================] - 0s 12ms/step >21, 301/693, d1=0.553, d2=0.378 g=2.454 2/2 [==============================] - 0s 13ms/step >21, 302/693, d1=0.510, d2=0.497 g=2.562 2/2 [==============================] - 0s 12ms/step >21, 303/693, d1=0.481, d2=0.462 g=2.349 2/2 [==============================] - 0s 12ms/step >21, 304/693, d1=0.381, d2=0.473 g=2.911 2/2 [==============================] - 0s 11ms/step >21, 305/693, d1=0.433, d2=0.437 g=2.590 2/2 [==============================] - 0s 12ms/step >21, 306/693, d1=0.524, d2=0.436 g=2.268 2/2 [==============================] - 0s 11ms/step >21, 307/693, d1=0.687, d2=0.328 g=2.144 2/2 [==============================] - 0s 12ms/step >21, 308/693, d1=0.359, d2=0.433 g=2.442 2/2 [==============================] - 0s 12ms/step >21, 309/693, d1=0.455, d2=0.457 g=2.394 2/2 [==============================] - 0s 12ms/step >21, 310/693, d1=0.393, d2=0.384 g=2.055 2/2 [==============================] - 0s 11ms/step >21, 311/693, d1=0.417, d2=0.380 g=2.101 2/2 [==============================] - 0s 11ms/step >21, 312/693, d1=0.422, d2=0.414 g=2.385 2/2 [==============================] - 0s 12ms/step >21, 313/693, d1=0.504, d2=0.460 g=2.097 2/2 [==============================] - 0s 11ms/step >21, 314/693, d1=0.368, d2=0.638 g=2.166 2/2 [==============================] - 0s 12ms/step >21, 315/693, d1=0.618, d2=0.296 g=2.236 2/2 [==============================] - 0s 12ms/step >21, 316/693, d1=0.599, d2=0.306 g=2.642 2/2 [==============================] - 0s 11ms/step >21, 317/693, d1=0.370, d2=0.536 g=2.503 2/2 [==============================] - 0s 12ms/step >21, 318/693, d1=0.389, d2=0.377 g=2.620 2/2 [==============================] - 0s 11ms/step >21, 319/693, d1=0.475, d2=0.335 g=2.457 2/2 [==============================] - 0s 12ms/step >21, 320/693, d1=0.667, d2=0.446 g=2.534 2/2 [==============================] - 0s 11ms/step >21, 321/693, d1=0.442, d2=0.481 g=2.076 2/2 [==============================] - 0s 12ms/step >21, 322/693, d1=0.334, d2=0.374 g=2.553 2/2 [==============================] - 0s 12ms/step >21, 323/693, d1=0.478, d2=0.381 g=2.321 2/2 [==============================] - 0s 11ms/step >21, 324/693, d1=0.498, d2=0.433 g=2.586 2/2 [==============================] - 0s 12ms/step >21, 325/693, d1=0.489, d2=0.425 g=2.598 2/2 [==============================] - 0s 11ms/step >21, 326/693, d1=0.463, d2=0.421 g=3.231 2/2 [==============================] - 0s 11ms/step >21, 327/693, d1=0.403, d2=0.441 g=2.288 2/2 [==============================] - 0s 11ms/step >21, 328/693, d1=0.504, d2=0.404 g=2.736 2/2 [==============================] - 0s 12ms/step >21, 329/693, d1=0.414, d2=0.461 g=2.465 2/2 [==============================] - 0s 12ms/step >21, 330/693, d1=0.534, d2=0.396 g=2.672 2/2 [==============================] - 0s 12ms/step >21, 331/693, d1=0.480, d2=0.433 g=2.397 2/2 [==============================] - 0s 13ms/step >21, 332/693, d1=0.472, d2=0.326 g=2.691 2/2 [==============================] - 0s 11ms/step >21, 333/693, d1=0.534, d2=0.485 g=2.183 2/2 [==============================] - 0s 12ms/step >21, 334/693, d1=0.377, d2=0.419 g=2.298 2/2 [==============================] - 0s 12ms/step >21, 335/693, d1=0.347, d2=0.403 g=2.103 2/2 [==============================] - 0s 12ms/step >21, 336/693, d1=0.561, d2=0.352 g=2.497 2/2 [==============================] - 0s 12ms/step >21, 337/693, d1=0.392, d2=0.354 g=2.425 2/2 [==============================] - 0s 11ms/step >21, 338/693, d1=0.446, d2=0.445 g=2.378 2/2 [==============================] - 0s 12ms/step >21, 339/693, d1=0.464, d2=0.450 g=2.404 2/2 [==============================] - 0s 12ms/step >21, 340/693, d1=0.439, d2=0.431 g=2.323 2/2 [==============================] - 0s 11ms/step >21, 341/693, d1=0.475, d2=0.288 g=2.267 2/2 [==============================] - 0s 12ms/step >21, 342/693, d1=0.465, d2=0.443 g=2.230 2/2 [==============================] - 0s 11ms/step >21, 343/693, d1=0.482, d2=0.364 g=2.218 2/2 [==============================] - 0s 12ms/step >21, 344/693, d1=0.366, d2=0.573 g=1.833 2/2 [==============================] - 0s 12ms/step >21, 345/693, d1=0.486, d2=0.403 g=2.214 2/2 [==============================] - 0s 11ms/step >21, 346/693, d1=0.393, d2=0.415 g=2.395 2/2 [==============================] - 0s 12ms/step >21, 347/693, d1=0.484, d2=0.333 g=2.260 2/2 [==============================] - 0s 13ms/step >21, 348/693, d1=0.446, d2=0.462 g=2.434 2/2 [==============================] - 0s 12ms/step >21, 349/693, d1=0.478, d2=0.397 g=2.324 2/2 [==============================] - 0s 11ms/step >21, 350/693, d1=0.412, d2=0.412 g=3.068 2/2 [==============================] - 0s 12ms/step >21, 351/693, d1=0.522, d2=0.354 g=2.630 2/2 [==============================] - 0s 12ms/step >21, 352/693, d1=0.519, d2=0.474 g=2.619 2/2 [==============================] - 0s 11ms/step >21, 353/693, d1=0.463, d2=0.490 g=3.343 2/2 [==============================] - 0s 15ms/step >21, 354/693, d1=0.545, d2=0.408 g=1.921 2/2 [==============================] - 0s 12ms/step >21, 355/693, d1=0.446, d2=0.330 g=2.553 2/2 [==============================] - 0s 11ms/step >21, 356/693, d1=0.355, d2=0.414 g=2.258 2/2 [==============================] - 0s 11ms/step >21, 357/693, d1=0.285, d2=0.307 g=2.772 2/2 [==============================] - 0s 11ms/step >21, 358/693, d1=0.562, d2=0.429 g=2.843 2/2 [==============================] - 0s 11ms/step >21, 359/693, d1=0.478, d2=0.481 g=3.086 2/2 [==============================] - 0s 12ms/step >21, 360/693, d1=0.643, d2=0.399 g=2.548 2/2 [==============================] - 0s 12ms/step >21, 361/693, d1=0.515, d2=0.420 g=1.992 2/2 [==============================] - 0s 12ms/step >21, 362/693, d1=0.447, d2=0.375 g=2.616 2/2 [==============================] - 0s 14ms/step >21, 363/693, d1=0.469, d2=0.368 g=2.044 2/2 [==============================] - 0s 11ms/step >21, 364/693, d1=0.433, d2=0.471 g=2.409 2/2 [==============================] - 0s 11ms/step >21, 365/693, d1=0.471, d2=0.489 g=2.143 2/2 [==============================] - 0s 12ms/step >21, 366/693, d1=0.489, d2=0.507 g=2.813 2/2 [==============================] - 0s 11ms/step >21, 367/693, d1=0.501, d2=0.498 g=2.383 2/2 [==============================] - 0s 11ms/step >21, 368/693, d1=0.600, d2=0.280 g=1.880 2/2 [==============================] - 0s 12ms/step >21, 369/693, d1=0.369, d2=0.546 g=2.042 2/2 [==============================] - 0s 13ms/step >21, 370/693, d1=0.414, d2=0.490 g=2.516 2/2 [==============================] - 0s 12ms/step >21, 371/693, d1=0.347, d2=0.347 g=2.082 2/2 [==============================] - 0s 11ms/step >21, 372/693, d1=0.478, d2=0.402 g=2.641 2/2 [==============================] - 0s 12ms/step >21, 373/693, d1=0.454, d2=0.432 g=2.079 2/2 [==============================] - 0s 12ms/step >21, 374/693, d1=0.425, d2=0.371 g=2.626 2/2 [==============================] - 0s 12ms/step >21, 375/693, d1=0.498, d2=0.420 g=2.264 2/2 [==============================] - 0s 12ms/step >21, 376/693, d1=0.487, d2=0.464 g=2.545 2/2 [==============================] - 0s 12ms/step >21, 377/693, d1=0.310, d2=0.383 g=2.468 2/2 [==============================] - 0s 11ms/step >21, 378/693, d1=0.445, d2=0.426 g=2.027 2/2 [==============================] - 0s 12ms/step >21, 379/693, d1=0.501, d2=0.419 g=2.269 2/2 [==============================] - 0s 12ms/step >21, 380/693, d1=0.575, d2=0.439 g=3.160 2/2 [==============================] - 0s 10ms/step >21, 381/693, d1=0.529, d2=0.392 g=2.388 2/2 [==============================] - 0s 11ms/step >21, 382/693, d1=0.454, d2=0.486 g=1.965 2/2 [==============================] - 0s 11ms/step >21, 383/693, d1=0.418, d2=0.477 g=2.262 2/2 [==============================] - 0s 11ms/step >21, 384/693, d1=0.581, d2=0.372 g=2.424 2/2 [==============================] - 0s 11ms/step >21, 385/693, d1=0.513, d2=0.480 g=2.474 2/2 [==============================] - 0s 11ms/step >21, 386/693, d1=0.414, d2=0.375 g=2.427 2/2 [==============================] - 0s 12ms/step >21, 387/693, d1=0.466, d2=0.305 g=2.485 2/2 [==============================] - 0s 11ms/step >21, 388/693, d1=0.525, d2=0.369 g=1.993 2/2 [==============================] - 0s 11ms/step >21, 389/693, d1=0.292, d2=0.551 g=2.122 2/2 [==============================] - 0s 11ms/step >21, 390/693, d1=0.610, d2=0.448 g=2.161 2/2 [==============================] - 0s 12ms/step >21, 391/693, d1=0.426, d2=0.347 g=1.795 2/2 [==============================] - 0s 11ms/step >21, 392/693, d1=0.545, d2=0.461 g=2.337 2/2 [==============================] - 0s 11ms/step >21, 393/693, d1=0.415, d2=0.449 g=2.161 2/2 [==============================] - 0s 15ms/step >21, 394/693, d1=0.439, d2=0.457 g=2.158 2/2 [==============================] - 0s 11ms/step >21, 395/693, d1=0.437, d2=0.437 g=2.570 2/2 [==============================] - 0s 12ms/step >21, 396/693, d1=0.458, d2=0.436 g=2.355 2/2 [==============================] - 0s 12ms/step >21, 397/693, d1=0.527, d2=0.327 g=2.328 2/2 [==============================] - 0s 11ms/step >21, 398/693, d1=0.360, d2=0.415 g=1.784 2/2 [==============================] - 0s 12ms/step >21, 399/693, d1=0.408, d2=0.433 g=2.164 2/2 [==============================] - 0s 12ms/step >21, 400/693, d1=0.342, d2=0.503 g=2.156 2/2 [==============================] - 0s 12ms/step >21, 401/693, d1=0.361, d2=0.356 g=2.612 2/2 [==============================] - 0s 11ms/step >21, 402/693, d1=0.418, d2=0.442 g=2.604 2/2 [==============================] - 0s 12ms/step >21, 403/693, d1=0.523, d2=0.290 g=2.712 2/2 [==============================] - 0s 11ms/step >21, 404/693, d1=0.457, d2=0.353 g=2.339 2/2 [==============================] - 0s 11ms/step >21, 405/693, d1=0.369, d2=0.566 g=2.940 2/2 [==============================] - 0s 12ms/step >21, 406/693, d1=0.456, d2=0.340 g=2.867 2/2 [==============================] - 0s 13ms/step >21, 407/693, d1=0.491, d2=0.350 g=2.325 2/2 [==============================] - 0s 11ms/step >21, 408/693, d1=0.487, d2=0.433 g=2.351 2/2 [==============================] - 0s 12ms/step >21, 409/693, d1=0.393, d2=0.494 g=2.443 2/2 [==============================] - 0s 11ms/step >21, 410/693, d1=0.467, d2=0.444 g=2.158 2/2 [==============================] - 0s 12ms/step >21, 411/693, d1=0.486, d2=0.510 g=2.458 2/2 [==============================] - 0s 11ms/step >21, 412/693, d1=0.480, d2=0.435 g=2.540 2/2 [==============================] - 0s 11ms/step >21, 413/693, d1=0.507, d2=0.426 g=2.128 2/2 [==============================] - 0s 15ms/step >21, 414/693, d1=0.561, d2=0.430 g=2.469 2/2 [==============================] - 0s 12ms/step >21, 415/693, d1=0.360, d2=0.439 g=2.285 2/2 [==============================] - 0s 12ms/step >21, 416/693, d1=0.419, d2=0.453 g=1.947 2/2 [==============================] - 0s 11ms/step >21, 417/693, d1=0.455, d2=0.464 g=2.346 2/2 [==============================] - 0s 13ms/step >21, 418/693, d1=0.586, d2=0.311 g=2.761 2/2 [==============================] - 0s 12ms/step >21, 419/693, d1=0.731, d2=0.528 g=2.660 2/2 [==============================] - 0s 12ms/step >21, 420/693, d1=0.402, d2=0.488 g=2.763 2/2 [==============================] - 0s 11ms/step >21, 421/693, d1=0.389, d2=0.496 g=2.825 2/2 [==============================] - 0s 11ms/step >21, 422/693, d1=0.516, d2=0.342 g=2.630 2/2 [==============================] - 0s 12ms/step >21, 423/693, d1=0.510, d2=0.389 g=2.281 2/2 [==============================] - 0s 13ms/step >21, 424/693, d1=0.396, d2=0.453 g=2.663 2/2 [==============================] - 0s 11ms/step >21, 425/693, d1=0.474, d2=0.360 g=2.321 2/2 [==============================] - 0s 12ms/step >21, 426/693, d1=0.508, d2=0.508 g=2.329 2/2 [==============================] - 0s 12ms/step >21, 427/693, d1=0.387, d2=0.400 g=2.258 2/2 [==============================] - 0s 13ms/step >21, 428/693, d1=0.605, d2=0.440 g=2.551 2/2 [==============================] - 0s 11ms/step >21, 429/693, d1=0.365, d2=0.417 g=2.098 2/2 [==============================] - 0s 11ms/step >21, 430/693, d1=0.414, d2=0.380 g=2.929 2/2 [==============================] - 0s 12ms/step >21, 431/693, d1=0.495, d2=0.424 g=2.079 2/2 [==============================] - 0s 12ms/step >21, 432/693, d1=0.444, d2=0.483 g=2.834 2/2 [==============================] - 0s 12ms/step >21, 433/693, d1=0.485, d2=0.393 g=2.465 2/2 [==============================] - 0s 12ms/step >21, 434/693, d1=0.448, d2=0.488 g=2.240 2/2 [==============================] - 0s 11ms/step >21, 435/693, d1=0.481, d2=0.617 g=2.347 2/2 [==============================] - 0s 12ms/step >21, 436/693, d1=0.435, d2=0.408 g=2.881 2/2 [==============================] - 0s 13ms/step >21, 437/693, d1=0.582, d2=0.410 g=2.431 2/2 [==============================] - 0s 12ms/step >21, 438/693, d1=0.480, d2=0.426 g=2.658 2/2 [==============================] - 0s 12ms/step >21, 439/693, d1=0.533, d2=0.386 g=2.064 2/2 [==============================] - 0s 11ms/step >21, 440/693, d1=0.443, d2=0.504 g=2.142 2/2 [==============================] - 0s 13ms/step >21, 441/693, d1=0.397, d2=0.405 g=2.124 2/2 [==============================] - 0s 12ms/step >21, 442/693, d1=0.537, d2=0.405 g=2.030 2/2 [==============================] - 0s 11ms/step >21, 443/693, d1=0.515, d2=0.463 g=2.391 2/2 [==============================] - 0s 11ms/step >21, 444/693, d1=0.465, d2=0.416 g=2.634 2/2 [==============================] - 0s 11ms/step >21, 445/693, d1=0.466, d2=0.498 g=2.891 2/2 [==============================] - 0s 11ms/step >21, 446/693, d1=0.338, d2=0.336 g=2.925 2/2 [==============================] - 0s 12ms/step >21, 447/693, d1=0.541, d2=0.392 g=2.968 2/2 [==============================] - 0s 11ms/step >21, 448/693, d1=0.510, d2=0.372 g=3.066 2/2 [==============================] - 0s 11ms/step >21, 449/693, d1=0.293, d2=0.389 g=2.768 2/2 [==============================] - 0s 12ms/step >21, 450/693, d1=0.563, d2=0.292 g=4.741 2/2 [==============================] - 0s 11ms/step >21, 451/693, d1=0.415, d2=0.230 g=4.796 2/2 [==============================] - 0s 12ms/step >21, 452/693, d1=0.261, d2=0.245 g=3.289 2/2 [==============================] - 0s 12ms/step >21, 453/693, d1=0.370, d2=0.213 g=4.508 2/2 [==============================] - 0s 12ms/step >21, 454/693, d1=0.316, d2=0.302 g=6.591 2/2 [==============================] - 0s 12ms/step >21, 455/693, d1=0.268, d2=0.231 g=3.767 2/2 [==============================] - 0s 12ms/step >21, 456/693, d1=0.247, d2=0.339 g=3.330 2/2 [==============================] - 0s 12ms/step >21, 457/693, d1=0.211, d2=0.301 g=2.153 2/2 [==============================] - 0s 12ms/step >21, 458/693, d1=0.276, d2=0.385 g=3.037 2/2 [==============================] - 0s 12ms/step >21, 459/693, d1=0.352, d2=0.326 g=2.834 2/2 [==============================] - 0s 11ms/step >21, 460/693, d1=0.285, d2=0.273 g=3.809 2/2 [==============================] - 0s 12ms/step >21, 461/693, d1=0.434, d2=0.311 g=2.282 2/2 [==============================] - 0s 12ms/step >21, 462/693, d1=0.364, d2=0.463 g=3.058 2/2 [==============================] - 0s 12ms/step >21, 463/693, d1=0.423, d2=0.504 g=2.663 2/2 [==============================] - 0s 14ms/step >21, 464/693, d1=0.355, d2=0.350 g=3.057 2/2 [==============================] - 0s 12ms/step >21, 465/693, d1=0.501, d2=0.341 g=2.650 2/2 [==============================] - 0s 12ms/step >21, 466/693, d1=0.546, d2=0.431 g=3.208 2/2 [==============================] - 0s 11ms/step >21, 467/693, d1=0.582, d2=0.506 g=3.024 2/2 [==============================] - 0s 12ms/step >21, 468/693, d1=0.455, d2=0.361 g=2.942 2/2 [==============================] - 0s 11ms/step >21, 469/693, d1=0.356, d2=0.422 g=3.612 2/2 [==============================] - 0s 12ms/step >21, 470/693, d1=0.470, d2=0.414 g=2.367 2/2 [==============================] - 0s 12ms/step >21, 471/693, d1=0.613, d2=0.544 g=4.063 2/2 [==============================] - 0s 12ms/step >21, 472/693, d1=0.480, d2=0.451 g=3.166 2/2 [==============================] - 0s 12ms/step >21, 473/693, d1=0.416, d2=0.412 g=2.880 2/2 [==============================] - 0s 12ms/step >21, 474/693, d1=0.436, d2=0.354 g=3.864 2/2 [==============================] - 0s 11ms/step >21, 475/693, d1=0.469, d2=0.475 g=2.445 2/2 [==============================] - 0s 11ms/step >21, 476/693, d1=0.433, d2=0.392 g=2.952 2/2 [==============================] - 0s 12ms/step >21, 477/693, d1=0.512, d2=0.485 g=2.909 2/2 [==============================] - 0s 12ms/step >21, 478/693, d1=0.314, d2=0.652 g=1.849 2/2 [==============================] - 0s 12ms/step >21, 479/693, d1=0.404, d2=0.325 g=4.121 2/2 [==============================] - 0s 13ms/step >21, 480/693, d1=0.535, d2=0.408 g=2.903 2/2 [==============================] - 0s 12ms/step >21, 481/693, d1=0.564, d2=0.366 g=3.447 2/2 [==============================] - 0s 12ms/step >21, 482/693, d1=0.372, d2=0.399 g=3.301 2/2 [==============================] - 0s 13ms/step >21, 483/693, d1=0.359, d2=0.499 g=2.376 2/2 [==============================] - 0s 15ms/step >21, 484/693, d1=0.533, d2=0.362 g=3.037 2/2 [==============================] - 0s 14ms/step >21, 485/693, d1=0.722, d2=0.449 g=2.459 2/2 [==============================] - 0s 12ms/step >21, 486/693, d1=0.450, d2=0.463 g=3.318 2/2 [==============================] - 0s 11ms/step >21, 487/693, d1=0.330, d2=0.436 g=3.177 2/2 [==============================] - 0s 11ms/step >21, 488/693, d1=0.526, d2=0.507 g=2.935 2/2 [==============================] - 0s 11ms/step >21, 489/693, d1=0.348, d2=0.485 g=3.228 2/2 [==============================] - 0s 11ms/step >21, 490/693, d1=0.707, d2=0.315 g=3.319 2/2 [==============================] - 0s 12ms/step >21, 491/693, d1=0.352, d2=0.348 g=2.781 2/2 [==============================] - 0s 12ms/step >21, 492/693, d1=0.416, d2=0.467 g=2.095 2/2 [==============================] - 0s 11ms/step >21, 493/693, d1=0.500, d2=0.450 g=3.048 2/2 [==============================] - 0s 14ms/step >21, 494/693, d1=0.523, d2=0.403 g=2.780 2/2 [==============================] - 0s 12ms/step >21, 495/693, d1=0.494, d2=0.447 g=2.980 2/2 [==============================] - 0s 11ms/step >21, 496/693, d1=0.416, d2=0.425 g=2.723 2/2 [==============================] - 0s 11ms/step >21, 497/693, d1=0.549, d2=0.376 g=2.533 2/2 [==============================] - 0s 13ms/step >21, 498/693, d1=0.395, d2=0.463 g=2.147 2/2 [==============================] - 0s 11ms/step >21, 499/693, d1=0.322, d2=0.336 g=3.243 2/2 [==============================] - 0s 12ms/step >21, 500/693, d1=0.527, d2=0.538 g=2.210 2/2 [==============================] - 0s 12ms/step >21, 501/693, d1=0.391, d2=0.480 g=3.173 2/2 [==============================] - 0s 13ms/step >21, 502/693, d1=0.457, d2=0.348 g=2.413 2/2 [==============================] - 0s 12ms/step >21, 503/693, d1=0.460, d2=0.454 g=2.519 2/2 [==============================] - 0s 12ms/step >21, 504/693, d1=0.494, d2=0.533 g=2.651 2/2 [==============================] - 0s 12ms/step >21, 505/693, d1=0.300, d2=0.324 g=3.199 2/2 [==============================] - 0s 13ms/step >21, 506/693, d1=0.606, d2=0.339 g=3.280 2/2 [==============================] - 0s 12ms/step >21, 507/693, d1=0.348, d2=0.470 g=2.761 2/2 [==============================] - 0s 13ms/step >21, 508/693, d1=0.423, d2=0.492 g=3.115 2/2 [==============================] - 0s 12ms/step >21, 509/693, d1=0.557, d2=0.478 g=3.215 2/2 [==============================] - 0s 11ms/step >21, 510/693, d1=0.727, d2=0.333 g=2.133 2/2 [==============================] - 0s 12ms/step >21, 511/693, d1=0.543, d2=0.580 g=2.519 2/2 [==============================] - 0s 16ms/step >21, 512/693, d1=0.422, d2=0.403 g=2.136 2/2 [==============================] - 0s 12ms/step >21, 513/693, d1=0.399, d2=0.420 g=2.429 2/2 [==============================] - 0s 12ms/step >21, 514/693, d1=0.499, d2=0.353 g=2.275 2/2 [==============================] - 0s 12ms/step >21, 515/693, d1=0.382, d2=0.507 g=2.365 2/2 [==============================] - 0s 13ms/step >21, 516/693, d1=0.585, d2=0.372 g=3.091 2/2 [==============================] - 0s 12ms/step >21, 517/693, d1=0.437, d2=0.488 g=2.535 2/2 [==============================] - 0s 12ms/step >21, 518/693, d1=0.532, d2=0.431 g=2.174 2/2 [==============================] - 0s 11ms/step >21, 519/693, d1=0.448, d2=0.416 g=2.072 2/2 [==============================] - 0s 11ms/step >21, 520/693, d1=0.549, d2=0.485 g=2.166 2/2 [==============================] - 0s 11ms/step >21, 521/693, d1=0.465, d2=0.348 g=2.841 2/2 [==============================] - 0s 11ms/step >21, 522/693, d1=0.539, d2=0.445 g=2.529 2/2 [==============================] - 0s 12ms/step >21, 523/693, d1=0.358, d2=0.396 g=2.338 2/2 [==============================] - 0s 12ms/step >21, 524/693, d1=0.332, d2=0.362 g=3.198 2/2 [==============================] - 0s 12ms/step >21, 525/693, d1=0.591, d2=0.615 g=2.328 2/2 [==============================] - 0s 12ms/step >21, 526/693, d1=0.420, d2=0.339 g=3.124 2/2 [==============================] - 0s 12ms/step >21, 527/693, d1=0.433, d2=0.288 g=3.969 2/2 [==============================] - 0s 12ms/step >21, 528/693, d1=0.408, d2=0.457 g=1.973 2/2 [==============================] - 0s 12ms/step >21, 529/693, d1=0.499, d2=0.402 g=2.569 2/2 [==============================] - 0s 13ms/step >21, 530/693, d1=0.582, d2=0.369 g=3.339 2/2 [==============================] - 0s 12ms/step >21, 531/693, d1=0.370, d2=0.453 g=2.764 2/2 [==============================] - 0s 13ms/step >21, 532/693, d1=0.518, d2=0.280 g=2.287 2/2 [==============================] - 0s 12ms/step >21, 533/693, d1=0.461, d2=0.459 g=2.838 2/2 [==============================] - 0s 13ms/step >21, 534/693, d1=0.325, d2=0.505 g=2.812 2/2 [==============================] - 0s 11ms/step >21, 535/693, d1=0.616, d2=0.368 g=2.669 2/2 [==============================] - 0s 11ms/step >21, 536/693, d1=0.291, d2=0.553 g=2.723 2/2 [==============================] - 0s 11ms/step >21, 537/693, d1=0.394, d2=0.389 g=3.279 2/2 [==============================] - 0s 11ms/step >21, 538/693, d1=0.517, d2=0.320 g=2.781 2/2 [==============================] - 0s 12ms/step >21, 539/693, d1=0.555, d2=0.503 g=2.587 2/2 [==============================] - 0s 12ms/step >21, 540/693, d1=0.470, d2=0.497 g=2.736 2/2 [==============================] - 0s 13ms/step >21, 541/693, d1=0.591, d2=0.400 g=3.063 2/2 [==============================] - 0s 11ms/step >21, 542/693, d1=0.540, d2=0.382 g=3.160 2/2 [==============================] - 0s 13ms/step >21, 543/693, d1=0.430, d2=0.466 g=3.044 2/2 [==============================] - 0s 12ms/step >21, 544/693, d1=0.477, d2=0.519 g=3.007 2/2 [==============================] - 0s 11ms/step >21, 545/693, d1=0.513, d2=0.431 g=2.329 2/2 [==============================] - 0s 11ms/step >21, 546/693, d1=0.448, d2=0.476 g=3.757 2/2 [==============================] - 0s 12ms/step >21, 547/693, d1=0.489, d2=0.429 g=2.955 2/2 [==============================] - 0s 12ms/step >21, 548/693, d1=0.518, d2=0.475 g=2.794 2/2 [==============================] - 0s 12ms/step >21, 549/693, d1=0.369, d2=0.423 g=2.650 2/2 [==============================] - 0s 12ms/step >21, 550/693, d1=0.434, d2=0.266 g=3.661 2/2 [==============================] - 0s 11ms/step >21, 551/693, d1=0.542, d2=0.460 g=2.921 2/2 [==============================] - 0s 12ms/step >21, 552/693, d1=0.445, d2=0.367 g=2.171 2/2 [==============================] - 0s 13ms/step >21, 553/693, d1=0.483, d2=0.651 g=3.074 2/2 [==============================] - 0s 12ms/step >21, 554/693, d1=0.442, d2=0.419 g=2.530 2/2 [==============================] - 0s 12ms/step >21, 555/693, d1=0.539, d2=0.338 g=2.569 2/2 [==============================] - 0s 12ms/step >21, 556/693, d1=0.524, d2=0.397 g=2.162 2/2 [==============================] - 0s 11ms/step >21, 557/693, d1=0.475, d2=0.484 g=2.564 2/2 [==============================] - 0s 11ms/step >21, 558/693, d1=0.546, d2=0.363 g=2.856 2/2 [==============================] - 0s 12ms/step >21, 559/693, d1=0.284, d2=0.443 g=2.632 2/2 [==============================] - 0s 11ms/step >21, 560/693, d1=0.384, d2=0.426 g=2.633 2/2 [==============================] - 0s 12ms/step >21, 561/693, d1=0.499, d2=0.355 g=3.284 2/2 [==============================] - 0s 12ms/step >21, 562/693, d1=0.397, d2=0.490 g=2.440 2/2 [==============================] - 0s 11ms/step >21, 563/693, d1=0.471, d2=0.365 g=3.262 2/2 [==============================] - 0s 11ms/step >21, 564/693, d1=0.545, d2=0.449 g=2.813 2/2 [==============================] - 0s 15ms/step >21, 565/693, d1=0.542, d2=0.479 g=2.726 2/2 [==============================] - 0s 12ms/step >21, 566/693, d1=0.602, d2=0.593 g=2.243 2/2 [==============================] - 0s 11ms/step >21, 567/693, d1=0.384, d2=0.379 g=3.082 2/2 [==============================] - 0s 12ms/step >21, 568/693, d1=0.482, d2=0.313 g=2.672 2/2 [==============================] - 0s 12ms/step >21, 569/693, d1=0.516, d2=0.554 g=3.117 2/2 [==============================] - 0s 11ms/step >21, 570/693, d1=0.529, d2=0.452 g=1.843 2/2 [==============================] - 0s 11ms/step >21, 571/693, d1=0.439, d2=0.432 g=3.134 2/2 [==============================] - 0s 11ms/step >21, 572/693, d1=0.467, d2=0.456 g=2.840 2/2 [==============================] - 0s 12ms/step >21, 573/693, d1=0.545, d2=0.409 g=3.102 2/2 [==============================] - 0s 13ms/step >21, 574/693, d1=0.450, d2=0.377 g=2.653 2/2 [==============================] - 0s 13ms/step >21, 575/693, d1=0.523, d2=0.335 g=2.253 2/2 [==============================] - 0s 13ms/step >21, 576/693, d1=0.405, d2=0.411 g=2.582 2/2 [==============================] - 0s 11ms/step >21, 577/693, d1=0.529, d2=0.390 g=2.101 2/2 [==============================] - 0s 13ms/step >21, 578/693, d1=0.225, d2=0.330 g=2.316 2/2 [==============================] - 0s 12ms/step >21, 579/693, d1=0.495, d2=0.393 g=2.603 2/2 [==============================] - 0s 12ms/step >21, 580/693, d1=0.488, d2=0.356 g=3.237 2/2 [==============================] - 0s 12ms/step >21, 581/693, d1=0.483, d2=0.472 g=2.626 2/2 [==============================] - 0s 12ms/step >21, 582/693, d1=0.532, d2=0.437 g=2.339 2/2 [==============================] - 0s 11ms/step >21, 583/693, d1=0.385, d2=0.457 g=2.240 2/2 [==============================] - 0s 12ms/step >21, 584/693, d1=0.567, d2=0.381 g=2.996 2/2 [==============================] - 0s 11ms/step >21, 585/693, d1=0.492, d2=0.435 g=2.593 2/2 [==============================] - 0s 12ms/step >21, 586/693, d1=0.381, d2=0.520 g=2.595 2/2 [==============================] - 0s 14ms/step >21, 587/693, d1=0.579, d2=0.446 g=2.738 2/2 [==============================] - 0s 12ms/step >21, 588/693, d1=0.559, d2=0.361 g=2.270 2/2 [==============================] - 0s 12ms/step >21, 589/693, d1=0.319, d2=0.414 g=2.686 2/2 [==============================] - 0s 11ms/step >21, 590/693, d1=0.467, d2=0.426 g=3.295 2/2 [==============================] - 0s 12ms/step >21, 591/693, d1=0.466, d2=0.337 g=3.035 2/2 [==============================] - 0s 13ms/step >21, 592/693, d1=0.440, d2=0.465 g=2.361 2/2 [==============================] - 0s 11ms/step >21, 593/693, d1=0.486, d2=0.405 g=2.708 2/2 [==============================] - 0s 11ms/step >21, 594/693, d1=0.414, d2=0.371 g=2.853 2/2 [==============================] - 0s 12ms/step >21, 595/693, d1=0.528, d2=0.454 g=2.794 2/2 [==============================] - 0s 12ms/step >21, 596/693, d1=0.461, d2=0.348 g=2.278 2/2 [==============================] - 0s 12ms/step >21, 597/693, d1=0.447, d2=0.475 g=2.051 2/2 [==============================] - 0s 12ms/step >21, 598/693, d1=0.343, d2=0.527 g=2.742 2/2 [==============================] - 0s 12ms/step >21, 599/693, d1=0.424, d2=0.421 g=2.974 2/2 [==============================] - 0s 12ms/step >21, 600/693, d1=0.504, d2=0.303 g=2.833 2/2 [==============================] - 0s 12ms/step >21, 601/693, d1=0.590, d2=0.413 g=2.121 2/2 [==============================] - 0s 12ms/step >21, 602/693, d1=0.618, d2=0.406 g=1.951 2/2 [==============================] - 0s 13ms/step >21, 603/693, d1=0.376, d2=0.414 g=2.092 2/2 [==============================] - 0s 13ms/step >21, 604/693, d1=0.356, d2=0.508 g=2.490 2/2 [==============================] - 0s 12ms/step >21, 605/693, d1=0.522, d2=0.426 g=2.423 2/2 [==============================] - 0s 12ms/step >21, 606/693, d1=0.552, d2=0.374 g=2.107 2/2 [==============================] - 0s 12ms/step >21, 607/693, d1=0.435, d2=0.442 g=1.917 2/2 [==============================] - 0s 11ms/step >21, 608/693, d1=0.372, d2=0.369 g=2.165 2/2 [==============================] - 0s 12ms/step >21, 609/693, d1=0.397, d2=0.344 g=2.217 2/2 [==============================] - 0s 12ms/step >21, 610/693, d1=0.433, d2=0.535 g=2.357 2/2 [==============================] - 0s 11ms/step >21, 611/693, d1=0.538, d2=0.341 g=2.159 2/2 [==============================] - 0s 12ms/step >21, 612/693, d1=0.586, d2=0.505 g=2.925 2/2 [==============================] - 0s 12ms/step >21, 613/693, d1=0.473, d2=0.495 g=2.070 2/2 [==============================] - 0s 12ms/step >21, 614/693, d1=0.430, d2=0.435 g=2.960 2/2 [==============================] - 0s 11ms/step >21, 615/693, d1=0.381, d2=0.429 g=2.390 2/2 [==============================] - 0s 12ms/step >21, 616/693, d1=0.334, d2=0.393 g=2.769 2/2 [==============================] - 0s 11ms/step >21, 617/693, d1=0.442, d2=0.377 g=2.624 2/2 [==============================] - 0s 13ms/step >21, 618/693, d1=0.599, d2=0.279 g=2.474 2/2 [==============================] - 0s 12ms/step >21, 619/693, d1=0.365, d2=0.427 g=1.973 2/2 [==============================] - 0s 12ms/step >21, 620/693, d1=0.466, d2=0.538 g=2.727 2/2 [==============================] - 0s 11ms/step >21, 621/693, d1=0.410, d2=0.451 g=2.341 2/2 [==============================] - 0s 12ms/step >21, 622/693, d1=0.512, d2=0.385 g=3.248 2/2 [==============================] - 0s 12ms/step >21, 623/693, d1=0.474, d2=0.404 g=3.061 2/2 [==============================] - 0s 13ms/step >21, 624/693, d1=0.411, d2=0.317 g=2.529 2/2 [==============================] - 0s 12ms/step >21, 625/693, d1=0.548, d2=0.379 g=2.461 2/2 [==============================] - 0s 12ms/step >21, 626/693, d1=0.356, d2=0.310 g=2.961 2/2 [==============================] - 0s 12ms/step >21, 627/693, d1=0.319, d2=0.490 g=2.149 2/2 [==============================] - 0s 14ms/step >21, 628/693, d1=0.420, d2=0.384 g=2.761 2/2 [==============================] - 0s 15ms/step >21, 629/693, d1=0.332, d2=0.461 g=2.776 2/2 [==============================] - 0s 12ms/step >21, 630/693, d1=0.537, d2=0.323 g=2.751 2/2 [==============================] - 0s 13ms/step >21, 631/693, d1=0.398, d2=0.339 g=2.565 2/2 [==============================] - 0s 12ms/step >21, 632/693, d1=0.487, d2=0.385 g=2.261 2/2 [==============================] - 0s 12ms/step >21, 633/693, d1=0.307, d2=0.416 g=2.494 2/2 [==============================] - 0s 12ms/step >21, 634/693, d1=0.540, d2=0.418 g=1.835 2/2 [==============================] - 0s 13ms/step >21, 635/693, d1=0.509, d2=0.478 g=2.617 2/2 [==============================] - 0s 12ms/step >21, 636/693, d1=0.344, d2=0.374 g=2.879 2/2 [==============================] - 0s 12ms/step >21, 637/693, d1=0.467, d2=0.410 g=2.786 2/2 [==============================] - 0s 12ms/step >21, 638/693, d1=0.441, d2=0.331 g=2.751 2/2 [==============================] - 0s 12ms/step >21, 639/693, d1=0.541, d2=0.412 g=2.239 2/2 [==============================] - 0s 11ms/step >21, 640/693, d1=0.494, d2=0.410 g=3.369 2/2 [==============================] - 0s 13ms/step >21, 641/693, d1=0.551, d2=0.390 g=2.812 2/2 [==============================] - 0s 12ms/step >21, 642/693, d1=0.417, d2=0.351 g=2.831 2/2 [==============================] - 0s 12ms/step >21, 643/693, d1=0.390, d2=0.431 g=2.121 2/2 [==============================] - 0s 14ms/step >21, 644/693, d1=0.399, d2=0.415 g=2.630 2/2 [==============================] - 0s 13ms/step >21, 645/693, d1=0.441, d2=0.357 g=3.378 2/2 [==============================] - 0s 12ms/step >21, 646/693, d1=0.496, d2=0.409 g=2.412 2/2 [==============================] - 0s 12ms/step >21, 647/693, d1=0.419, d2=0.461 g=2.518 2/2 [==============================] - 0s 12ms/step >21, 648/693, d1=0.446, d2=0.435 g=2.253 2/2 [==============================] - 0s 11ms/step >21, 649/693, d1=0.351, d2=0.311 g=2.855 2/2 [==============================] - 0s 12ms/step >21, 650/693, d1=0.525, d2=0.467 g=2.699 2/2 [==============================] - 0s 11ms/step >21, 651/693, d1=0.382, d2=0.396 g=2.075 2/2 [==============================] - 0s 12ms/step >21, 652/693, d1=0.409, d2=0.425 g=2.318 2/2 [==============================] - 0s 12ms/step >21, 653/693, d1=0.402, d2=0.401 g=2.049 2/2 [==============================] - 0s 12ms/step >21, 654/693, d1=0.382, d2=0.369 g=2.140 2/2 [==============================] - 0s 11ms/step >21, 655/693, d1=0.423, d2=0.346 g=2.775 2/2 [==============================] - 0s 12ms/step >21, 656/693, d1=0.462, d2=0.364 g=2.589 2/2 [==============================] - 0s 12ms/step >21, 657/693, d1=0.521, d2=0.486 g=3.179 2/2 [==============================] - 0s 12ms/step >21, 658/693, d1=0.428, d2=0.401 g=3.069 2/2 [==============================] - 0s 12ms/step >21, 659/693, d1=0.579, d2=0.481 g=2.163 2/2 [==============================] - 0s 13ms/step >21, 660/693, d1=0.460, d2=0.400 g=2.927 2/2 [==============================] - 0s 12ms/step >21, 661/693, d1=0.456, d2=0.433 g=3.234 2/2 [==============================] - 0s 12ms/step >21, 662/693, d1=0.529, d2=0.558 g=3.021 2/2 [==============================] - 0s 12ms/step >21, 663/693, d1=0.359, d2=0.448 g=2.856 2/2 [==============================] - 0s 11ms/step >21, 664/693, d1=0.517, d2=0.309 g=2.228 2/2 [==============================] - 0s 11ms/step >21, 665/693, d1=0.399, d2=0.357 g=2.728 2/2 [==============================] - 0s 12ms/step >21, 666/693, d1=0.627, d2=0.400 g=2.629 2/2 [==============================] - 0s 12ms/step >21, 667/693, d1=0.426, d2=0.507 g=2.520 2/2 [==============================] - 0s 11ms/step >21, 668/693, d1=0.448, d2=0.442 g=2.591 2/2 [==============================] - 0s 12ms/step >21, 669/693, d1=0.585, d2=0.410 g=2.858 2/2 [==============================] - 0s 12ms/step >21, 670/693, d1=0.433, d2=0.444 g=2.738 2/2 [==============================] - 0s 15ms/step >21, 671/693, d1=0.357, d2=0.409 g=2.295 2/2 [==============================] - 0s 11ms/step >21, 672/693, d1=0.491, d2=0.465 g=2.223 2/2 [==============================] - 0s 11ms/step >21, 673/693, d1=0.575, d2=0.399 g=2.307 2/2 [==============================] - 0s 13ms/step >21, 674/693, d1=0.503, d2=0.473 g=2.198 2/2 [==============================] - 0s 11ms/step >21, 675/693, d1=0.392, d2=0.410 g=3.390 2/2 [==============================] - 0s 13ms/step >21, 676/693, d1=0.386, d2=0.489 g=3.103 2/2 [==============================] - 0s 15ms/step >21, 677/693, d1=0.409, d2=0.303 g=2.420 2/2 [==============================] - 0s 13ms/step >21, 678/693, d1=0.444, d2=0.488 g=2.650 2/2 [==============================] - 0s 12ms/step >21, 679/693, d1=0.472, d2=0.381 g=2.813 2/2 [==============================] - 0s 12ms/step >21, 680/693, d1=0.408, d2=0.538 g=2.302 2/2 [==============================] - 0s 15ms/step >21, 681/693, d1=0.459, d2=0.341 g=3.411 2/2 [==============================] - 0s 12ms/step >21, 682/693, d1=0.428, d2=0.375 g=2.281 2/2 [==============================] - 0s 11ms/step >21, 683/693, d1=0.374, d2=0.436 g=2.389 2/2 [==============================] - 0s 12ms/step >21, 684/693, d1=0.481, d2=0.356 g=2.077 2/2 [==============================] - 0s 13ms/step >21, 685/693, d1=0.536, d2=0.500 g=3.330 2/2 [==============================] - 0s 12ms/step >21, 686/693, d1=0.397, d2=0.409 g=2.684 2/2 [==============================] - 0s 12ms/step >21, 687/693, d1=0.413, d2=0.346 g=2.923 2/2 [==============================] - 0s 12ms/step >21, 688/693, d1=0.486, d2=0.510 g=2.125 2/2 [==============================] - 0s 12ms/step >21, 689/693, d1=0.445, d2=0.413 g=2.656 2/2 [==============================] - 0s 11ms/step >21, 690/693, d1=0.497, d2=0.392 g=3.303 2/2 [==============================] - 0s 11ms/step >21, 691/693, d1=0.586, d2=0.443 g=2.054 2/2 [==============================] - 0s 12ms/step >21, 692/693, d1=0.444, d2=0.510 g=2.908 2/2 [==============================] - 0s 13ms/step >21, 693/693, d1=0.526, d2=0.371 g=2.245 2/2 [==============================] - 0s 12ms/step >22, 1/693, d1=0.389, d2=0.430 g=1.840 2/2 [==============================] - 0s 11ms/step >22, 2/693, d1=0.490, d2=0.490 g=2.700 2/2 [==============================] - 0s 11ms/step >22, 3/693, d1=0.353, d2=0.467 g=2.578 2/2 [==============================] - 0s 12ms/step >22, 4/693, d1=0.500, d2=0.376 g=2.457 2/2 [==============================] - 0s 13ms/step >22, 5/693, d1=0.527, d2=0.412 g=2.269 2/2 [==============================] - 0s 12ms/step >22, 6/693, d1=0.424, d2=0.400 g=2.371 2/2 [==============================] - 0s 12ms/step >22, 7/693, d1=0.541, d2=0.398 g=2.786 2/2 [==============================] - 0s 12ms/step >22, 8/693, d1=0.365, d2=0.448 g=2.684 2/2 [==============================] - 0s 12ms/step >22, 9/693, d1=0.463, d2=0.380 g=2.470 2/2 [==============================] - 0s 12ms/step >22, 10/693, d1=0.416, d2=0.430 g=2.422 2/2 [==============================] - 0s 13ms/step >22, 11/693, d1=0.421, d2=0.548 g=2.748 2/2 [==============================] - 0s 12ms/step >22, 12/693, d1=0.586, d2=0.476 g=2.063 2/2 [==============================] - 0s 11ms/step >22, 13/693, d1=0.503, d2=0.521 g=2.047 2/2 [==============================] - 0s 12ms/step >22, 14/693, d1=0.530, d2=0.566 g=2.902 2/2 [==============================] - 0s 11ms/step >22, 15/693, d1=0.638, d2=0.508 g=2.910 2/2 [==============================] - 0s 12ms/step >22, 16/693, d1=0.599, d2=0.477 g=2.773 2/2 [==============================] - 0s 16ms/step >22, 17/693, d1=0.536, d2=0.392 g=3.072 2/2 [==============================] - 0s 14ms/step >22, 18/693, d1=0.613, d2=0.451 g=3.387 2/2 [==============================] - 0s 11ms/step >22, 19/693, d1=0.551, d2=0.464 g=2.893 2/2 [==============================] - 0s 11ms/step >22, 20/693, d1=0.473, d2=0.500 g=2.218 2/2 [==============================] - 0s 12ms/step >22, 21/693, d1=0.554, d2=0.435 g=2.362 2/2 [==============================] - 0s 11ms/step >22, 22/693, d1=0.407, d2=0.651 g=3.270 2/2 [==============================] - 0s 12ms/step >22, 23/693, d1=0.468, d2=0.304 g=2.539 2/2 [==============================] - 0s 11ms/step >22, 24/693, d1=0.504, d2=0.396 g=2.275 2/2 [==============================] - 0s 12ms/step >22, 25/693, d1=0.491, d2=0.398 g=2.118 2/2 [==============================] - 0s 12ms/step >22, 26/693, d1=0.577, d2=0.521 g=3.049 2/2 [==============================] - 0s 12ms/step >22, 27/693, d1=0.496, d2=0.553 g=2.330 2/2 [==============================] - 0s 12ms/step >22, 28/693, d1=0.418, d2=0.482 g=3.075 2/2 [==============================] - 0s 12ms/step >22, 29/693, d1=0.534, d2=0.409 g=3.292 2/2 [==============================] - 0s 11ms/step >22, 30/693, d1=0.511, d2=0.403 g=1.711 2/2 [==============================] - 0s 13ms/step >22, 31/693, d1=0.509, d2=0.471 g=2.910 2/2 [==============================] - 0s 11ms/step >22, 32/693, d1=0.419, d2=0.399 g=3.025 2/2 [==============================] - 0s 12ms/step >22, 33/693, d1=0.355, d2=0.283 g=2.478 2/2 [==============================] - 0s 12ms/step >22, 34/693, d1=0.574, d2=0.585 g=2.230 2/2 [==============================] - 0s 12ms/step >22, 35/693, d1=0.404, d2=0.630 g=2.759 2/2 [==============================] - 0s 13ms/step >22, 36/693, d1=0.501, d2=0.446 g=3.821 2/2 [==============================] - 0s 11ms/step >22, 37/693, d1=0.529, d2=0.324 g=2.173 2/2 [==============================] - 0s 12ms/step >22, 38/693, d1=0.600, d2=0.533 g=2.932 2/2 [==============================] - 0s 13ms/step >22, 39/693, d1=0.547, d2=0.421 g=2.266 2/2 [==============================] - 0s 11ms/step >22, 40/693, d1=0.349, d2=0.357 g=2.402 2/2 [==============================] - 0s 11ms/step >22, 41/693, d1=0.410, d2=0.436 g=2.618 2/2 [==============================] - 0s 12ms/step >22, 42/693, d1=0.679, d2=0.561 g=2.981 2/2 [==============================] - 0s 11ms/step >22, 43/693, d1=0.479, d2=0.352 g=1.880 2/2 [==============================] - 0s 13ms/step >22, 44/693, d1=0.421, d2=0.426 g=2.337 2/2 [==============================] - 0s 11ms/step >22, 45/693, d1=0.534, d2=0.450 g=2.229 2/2 [==============================] - 0s 11ms/step >22, 46/693, d1=0.492, d2=0.423 g=2.203 2/2 [==============================] - 0s 11ms/step >22, 47/693, d1=0.489, d2=0.447 g=2.746 2/2 [==============================] - 0s 12ms/step >22, 48/693, d1=0.477, d2=0.410 g=3.135 2/2 [==============================] - 0s 11ms/step >22, 49/693, d1=0.440, d2=0.452 g=3.375 2/2 [==============================] - 0s 12ms/step >22, 50/693, d1=0.434, d2=0.451 g=2.529 2/2 [==============================] - 0s 12ms/step >22, 51/693, d1=0.591, d2=0.439 g=2.045 2/2 [==============================] - 0s 13ms/step >22, 52/693, d1=0.450, d2=0.579 g=2.574 2/2 [==============================] - 0s 12ms/step >22, 53/693, d1=0.461, d2=0.377 g=2.793 2/2 [==============================] - 0s 12ms/step >22, 54/693, d1=0.531, d2=0.444 g=2.834 2/2 [==============================] - 0s 12ms/step >22, 55/693, d1=0.516, d2=0.364 g=2.410 2/2 [==============================] - 0s 12ms/step >22, 56/693, d1=0.357, d2=0.549 g=2.389 2/2 [==============================] - 0s 11ms/step >22, 57/693, d1=0.357, d2=0.367 g=2.254 2/2 [==============================] - 0s 11ms/step >22, 58/693, d1=0.448, d2=0.407 g=2.089 2/2 [==============================] - 0s 12ms/step >22, 59/693, d1=0.482, d2=0.373 g=2.378 2/2 [==============================] - 0s 11ms/step >22, 60/693, d1=0.357, d2=0.469 g=2.486 2/2 [==============================] - 0s 11ms/step >22, 61/693, d1=0.557, d2=0.409 g=2.374 2/2 [==============================] - 0s 11ms/step >22, 62/693, d1=0.407, d2=0.453 g=1.982 2/2 [==============================] - 0s 12ms/step >22, 63/693, d1=0.398, d2=0.415 g=2.299 2/2 [==============================] - 0s 11ms/step >22, 64/693, d1=0.446, d2=0.444 g=3.209 2/2 [==============================] - 0s 12ms/step >22, 65/693, d1=0.496, d2=0.388 g=2.564 2/2 [==============================] - 0s 12ms/step >22, 66/693, d1=0.454, d2=0.387 g=2.156 2/2 [==============================] - 0s 11ms/step >22, 67/693, d1=0.496, d2=0.353 g=1.855 2/2 [==============================] - 0s 11ms/step >22, 68/693, d1=0.588, d2=0.543 g=2.427 2/2 [==============================] - 0s 13ms/step >22, 69/693, d1=0.375, d2=0.426 g=2.590 2/2 [==============================] - 0s 12ms/step >22, 70/693, d1=0.501, d2=0.345 g=2.951 2/2 [==============================] - 0s 12ms/step >22, 71/693, d1=0.446, d2=0.411 g=2.130 2/2 [==============================] - 0s 12ms/step >22, 72/693, d1=0.326, d2=0.466 g=3.295 2/2 [==============================] - 0s 11ms/step >22, 73/693, d1=0.432, d2=0.528 g=2.691 2/2 [==============================] - 0s 11ms/step >22, 74/693, d1=0.523, d2=0.482 g=3.181 2/2 [==============================] - 0s 11ms/step >22, 75/693, d1=0.494, d2=0.493 g=2.555 2/2 [==============================] - 0s 11ms/step >22, 76/693, d1=0.623, d2=0.361 g=2.684 2/2 [==============================] - 0s 12ms/step >22, 77/693, d1=0.360, d2=0.540 g=2.177 2/2 [==============================] - 0s 12ms/step >22, 78/693, d1=0.447, d2=0.414 g=2.209 2/2 [==============================] - 0s 12ms/step >22, 79/693, d1=0.351, d2=0.422 g=2.938 2/2 [==============================] - 0s 11ms/step >22, 80/693, d1=0.507, d2=0.447 g=3.311 2/2 [==============================] - 0s 11ms/step >22, 81/693, d1=0.520, d2=0.349 g=2.461 2/2 [==============================] - 0s 12ms/step >22, 82/693, d1=0.561, d2=0.404 g=2.142 2/2 [==============================] - 0s 12ms/step >22, 83/693, d1=0.476, d2=0.474 g=2.451 2/2 [==============================] - 0s 12ms/step >22, 84/693, d1=0.407, d2=0.454 g=2.812 2/2 [==============================] - 0s 12ms/step >22, 85/693, d1=0.430, d2=0.390 g=2.767 2/2 [==============================] - 0s 11ms/step >22, 86/693, d1=0.422, d2=0.435 g=1.816 2/2 [==============================] - 0s 12ms/step >22, 87/693, d1=0.372, d2=0.408 g=3.174 2/2 [==============================] - 0s 12ms/step >22, 88/693, d1=0.392, d2=0.378 g=2.898 2/2 [==============================] - 0s 12ms/step >22, 89/693, d1=0.459, d2=0.455 g=2.598 2/2 [==============================] - 0s 12ms/step >22, 90/693, d1=0.431, d2=0.322 g=2.482 2/2 [==============================] - 0s 12ms/step >22, 91/693, d1=0.481, d2=0.392 g=2.888 2/2 [==============================] - 0s 11ms/step >22, 92/693, d1=0.354, d2=0.372 g=2.197 2/2 [==============================] - 0s 12ms/step >22, 93/693, d1=0.421, d2=0.544 g=3.127 2/2 [==============================] - 0s 13ms/step >22, 94/693, d1=0.616, d2=0.308 g=2.267 2/2 [==============================] - 0s 12ms/step >22, 95/693, d1=0.518, d2=0.513 g=2.344 2/2 [==============================] - 0s 12ms/step >22, 96/693, d1=0.578, d2=0.474 g=1.744 2/2 [==============================] - 0s 12ms/step >22, 97/693, d1=0.388, d2=0.407 g=1.843 2/2 [==============================] - 0s 11ms/step >22, 98/693, d1=0.413, d2=0.491 g=2.481 2/2 [==============================] - 0s 12ms/step >22, 99/693, d1=0.517, d2=0.480 g=3.671 2/2 [==============================] - 0s 12ms/step >22, 100/693, d1=0.625, d2=0.420 g=2.638 2/2 [==============================] - 0s 11ms/step >22, 101/693, d1=0.515, d2=0.512 g=2.010 2/2 [==============================] - 0s 12ms/step >22, 102/693, d1=0.393, d2=0.486 g=2.601 2/2 [==============================] - 0s 11ms/step >22, 103/693, d1=0.486, d2=0.383 g=2.450 2/2 [==============================] - 0s 12ms/step >22, 104/693, d1=0.566, d2=0.366 g=2.382 2/2 [==============================] - 0s 11ms/step >22, 105/693, d1=0.553, d2=0.435 g=2.080 2/2 [==============================] - 0s 12ms/step >22, 106/693, d1=0.326, d2=0.484 g=2.823 2/2 [==============================] - 0s 12ms/step >22, 107/693, d1=0.374, d2=0.323 g=2.259 2/2 [==============================] - 0s 12ms/step >22, 108/693, d1=0.546, d2=0.486 g=2.251 2/2 [==============================] - 0s 12ms/step >22, 109/693, d1=0.439, d2=0.466 g=2.331 2/2 [==============================] - 0s 11ms/step >22, 110/693, d1=0.493, d2=0.393 g=1.818 2/2 [==============================] - 0s 11ms/step >22, 111/693, d1=0.551, d2=0.478 g=2.733 2/2 [==============================] - 0s 13ms/step >22, 112/693, d1=0.402, d2=0.356 g=2.257 2/2 [==============================] - 0s 11ms/step >22, 113/693, d1=0.558, d2=0.428 g=2.412 2/2 [==============================] - 0s 11ms/step >22, 114/693, d1=0.384, d2=0.359 g=2.760 2/2 [==============================] - 0s 11ms/step >22, 115/693, d1=0.463, d2=0.306 g=2.771 2/2 [==============================] - 0s 12ms/step >22, 116/693, d1=0.439, d2=0.511 g=2.174 2/2 [==============================] - 0s 12ms/step >22, 117/693, d1=0.451, d2=0.423 g=2.338 2/2 [==============================] - 0s 12ms/step >22, 118/693, d1=0.578, d2=0.357 g=2.329 2/2 [==============================] - 0s 11ms/step >22, 119/693, d1=0.412, d2=0.506 g=2.067 2/2 [==============================] - 0s 11ms/step >22, 120/693, d1=0.494, d2=0.439 g=2.804 2/2 [==============================] - 0s 12ms/step >22, 121/693, d1=0.443, d2=0.453 g=2.499 2/2 [==============================] - 0s 12ms/step >22, 122/693, d1=0.499, d2=0.459 g=2.690 2/2 [==============================] - 0s 12ms/step >22, 123/693, d1=0.460, d2=0.477 g=2.053 2/2 [==============================] - 0s 11ms/step >22, 124/693, d1=0.461, d2=0.366 g=2.255 2/2 [==============================] - 0s 13ms/step >22, 125/693, d1=0.454, d2=0.434 g=2.594 2/2 [==============================] - 0s 11ms/step >22, 126/693, d1=0.500, d2=0.432 g=2.113 2/2 [==============================] - 0s 12ms/step >22, 127/693, d1=0.388, d2=0.405 g=2.872 2/2 [==============================] - 0s 13ms/step >22, 128/693, d1=0.432, d2=0.400 g=2.913 2/2 [==============================] - 0s 11ms/step >22, 129/693, d1=0.467, d2=0.275 g=2.102 2/2 [==============================] - 0s 12ms/step >22, 130/693, d1=0.428, d2=0.603 g=2.637 2/2 [==============================] - 0s 11ms/step >22, 131/693, d1=0.387, d2=0.391 g=3.376 2/2 [==============================] - 0s 11ms/step >22, 132/693, d1=0.550, d2=0.433 g=2.438 2/2 [==============================] - 0s 11ms/step >22, 133/693, d1=0.508, d2=0.354 g=2.714 2/2 [==============================] - 0s 12ms/step >22, 134/693, d1=0.410, d2=0.494 g=1.964 2/2 [==============================] - 0s 11ms/step >22, 135/693, d1=0.278, d2=0.289 g=1.891 2/2 [==============================] - 0s 11ms/step >22, 136/693, d1=0.498, d2=0.396 g=3.422 2/2 [==============================] - 0s 12ms/step >22, 137/693, d1=0.435, d2=0.406 g=3.343 2/2 [==============================] - 0s 12ms/step >22, 138/693, d1=0.560, d2=0.560 g=3.117 2/2 [==============================] - 0s 12ms/step >22, 139/693, d1=0.487, d2=0.438 g=2.397 2/2 [==============================] - 0s 12ms/step >22, 140/693, d1=0.546, d2=0.447 g=2.491 2/2 [==============================] - 0s 11ms/step >22, 141/693, d1=0.517, d2=0.489 g=2.370 2/2 [==============================] - 0s 12ms/step >22, 142/693, d1=0.473, d2=0.449 g=2.192 2/2 [==============================] - 0s 12ms/step >22, 143/693, d1=0.559, d2=0.543 g=1.957 2/2 [==============================] - 0s 11ms/step >22, 144/693, d1=0.456, d2=0.338 g=2.695 2/2 [==============================] - 0s 11ms/step >22, 145/693, d1=0.508, d2=0.423 g=2.597 2/2 [==============================] - 0s 11ms/step >22, 146/693, d1=0.521, d2=0.403 g=2.392 2/2 [==============================] - 0s 11ms/step >22, 147/693, d1=0.400, d2=0.542 g=2.168 2/2 [==============================] - 0s 12ms/step >22, 148/693, d1=0.507, d2=0.502 g=3.399 2/2 [==============================] - 0s 12ms/step >22, 149/693, d1=0.440, d2=0.393 g=3.160 2/2 [==============================] - 0s 12ms/step >22, 150/693, d1=0.494, d2=0.477 g=3.772 2/2 [==============================] - 0s 12ms/step >22, 151/693, d1=0.476, d2=0.539 g=2.656 2/2 [==============================] - 0s 12ms/step >22, 152/693, d1=0.411, d2=0.343 g=2.959 2/2 [==============================] - 0s 11ms/step >22, 153/693, d1=0.521, d2=0.360 g=2.556 2/2 [==============================] - 0s 11ms/step >22, 154/693, d1=0.416, d2=0.419 g=3.726 2/2 [==============================] - 0s 12ms/step >22, 155/693, d1=0.401, d2=0.395 g=3.074 2/2 [==============================] - 0s 12ms/step >22, 156/693, d1=0.482, d2=0.341 g=2.278 2/2 [==============================] - 0s 11ms/step >22, 157/693, d1=0.541, d2=0.514 g=2.205 2/2 [==============================] - 0s 11ms/step >22, 158/693, d1=0.367, d2=0.358 g=3.783 2/2 [==============================] - 0s 12ms/step >22, 159/693, d1=0.414, d2=0.426 g=2.041 2/2 [==============================] - 0s 12ms/step >22, 160/693, d1=0.310, d2=0.480 g=2.686 2/2 [==============================] - 0s 12ms/step >22, 161/693, d1=0.365, d2=0.398 g=3.299 2/2 [==============================] - 0s 12ms/step >22, 162/693, d1=0.518, d2=0.384 g=2.653 2/2 [==============================] - 0s 14ms/step >22, 163/693, d1=0.602, d2=0.356 g=2.882 2/2 [==============================] - 0s 12ms/step >22, 164/693, d1=0.429, d2=0.437 g=2.614 2/2 [==============================] - 0s 12ms/step >22, 165/693, d1=0.403, d2=0.394 g=3.022 2/2 [==============================] - 0s 11ms/step >22, 166/693, d1=0.383, d2=0.563 g=2.856 2/2 [==============================] - 0s 11ms/step >22, 167/693, d1=0.492, d2=0.381 g=3.181 2/2 [==============================] - 0s 14ms/step >22, 168/693, d1=0.556, d2=0.415 g=3.242 2/2 [==============================] - 0s 11ms/step >22, 169/693, d1=0.459, d2=0.404 g=2.341 2/2 [==============================] - 0s 12ms/step >22, 170/693, d1=0.583, d2=0.559 g=2.749 2/2 [==============================] - 0s 12ms/step >22, 171/693, d1=0.578, d2=0.405 g=2.773 2/2 [==============================] - 0s 12ms/step >22, 172/693, d1=0.469, d2=0.391 g=2.547 2/2 [==============================] - 0s 11ms/step >22, 173/693, d1=0.463, d2=0.443 g=2.097 2/2 [==============================] - 0s 12ms/step >22, 174/693, d1=0.469, d2=0.416 g=2.790 2/2 [==============================] - 0s 11ms/step >22, 175/693, d1=0.426, d2=0.463 g=2.643 2/2 [==============================] - 0s 13ms/step >22, 176/693, d1=0.396, d2=0.410 g=2.819 2/2 [==============================] - 0s 12ms/step >22, 177/693, d1=0.525, d2=0.387 g=2.192 2/2 [==============================] - 0s 14ms/step >22, 178/693, d1=0.432, d2=0.462 g=2.491 2/2 [==============================] - 0s 13ms/step >22, 179/693, d1=0.394, d2=0.345 g=2.747 2/2 [==============================] - 0s 15ms/step >22, 180/693, d1=0.533, d2=0.294 g=3.125 2/2 [==============================] - 0s 12ms/step >22, 181/693, d1=0.351, d2=0.348 g=2.272 2/2 [==============================] - 0s 12ms/step >22, 182/693, d1=0.493, d2=0.463 g=2.996 2/2 [==============================] - 0s 13ms/step >22, 183/693, d1=0.375, d2=0.493 g=3.061 2/2 [==============================] - 0s 12ms/step >22, 184/693, d1=0.552, d2=0.386 g=2.048 2/2 [==============================] - 0s 12ms/step >22, 185/693, d1=0.586, d2=0.385 g=2.403 2/2 [==============================] - 0s 12ms/step >22, 186/693, d1=0.447, d2=0.364 g=3.131 2/2 [==============================] - 0s 12ms/step >22, 187/693, d1=0.472, d2=0.419 g=2.243 2/2 [==============================] - 0s 12ms/step >22, 188/693, d1=0.470, d2=0.473 g=2.265 2/2 [==============================] - 0s 12ms/step >22, 189/693, d1=0.353, d2=0.397 g=2.501 2/2 [==============================] - 0s 12ms/step >22, 190/693, d1=0.453, d2=0.393 g=2.626 2/2 [==============================] - 0s 12ms/step >22, 191/693, d1=0.532, d2=0.360 g=2.955 2/2 [==============================] - 0s 12ms/step >22, 192/693, d1=0.479, d2=0.360 g=2.145 2/2 [==============================] - 0s 12ms/step >22, 193/693, d1=0.520, d2=0.589 g=2.969 2/2 [==============================] - 0s 11ms/step >22, 194/693, d1=0.359, d2=0.374 g=2.574 2/2 [==============================] - 0s 13ms/step >22, 195/693, d1=0.404, d2=0.323 g=2.256 2/2 [==============================] - 0s 15ms/step >22, 196/693, d1=0.468, d2=0.520 g=2.643 2/2 [==============================] - 0s 12ms/step >22, 197/693, d1=0.475, d2=0.366 g=2.448 2/2 [==============================] - 0s 12ms/step >22, 198/693, d1=0.440, d2=0.450 g=2.766 2/2 [==============================] - 0s 12ms/step >22, 199/693, d1=0.396, d2=0.352 g=3.094 2/2 [==============================] - 0s 12ms/step >22, 200/693, d1=0.647, d2=0.451 g=2.050 2/2 [==============================] - 0s 12ms/step >22, 201/693, d1=0.369, d2=0.438 g=2.804 2/2 [==============================] - 0s 11ms/step >22, 202/693, d1=0.486, d2=0.373 g=2.804 2/2 [==============================] - 0s 12ms/step >22, 203/693, d1=0.392, d2=0.377 g=2.861 2/2 [==============================] - 0s 12ms/step >22, 204/693, d1=0.491, d2=0.408 g=2.461 2/2 [==============================] - 0s 12ms/step >22, 205/693, d1=0.473, d2=0.414 g=3.110 2/2 [==============================] - 0s 12ms/step >22, 206/693, d1=0.485, d2=0.419 g=2.882 2/2 [==============================] - 0s 12ms/step >22, 207/693, d1=0.547, d2=0.522 g=2.217 2/2 [==============================] - 0s 12ms/step >22, 208/693, d1=0.508, d2=0.456 g=3.039 2/2 [==============================] - 0s 12ms/step >22, 209/693, d1=0.384, d2=0.439 g=2.244 2/2 [==============================] - 0s 12ms/step >22, 210/693, d1=0.335, d2=0.327 g=2.326 2/2 [==============================] - 0s 12ms/step >22, 211/693, d1=0.382, d2=0.326 g=2.783 2/2 [==============================] - 0s 12ms/step >22, 212/693, d1=0.522, d2=0.417 g=3.015 2/2 [==============================] - 0s 14ms/step >22, 213/693, d1=0.397, d2=0.432 g=2.616 2/2 [==============================] - 0s 12ms/step >22, 214/693, d1=0.337, d2=0.340 g=2.732 2/2 [==============================] - 0s 12ms/step >22, 215/693, d1=0.417, d2=0.293 g=2.244 2/2 [==============================] - 0s 12ms/step >22, 216/693, d1=0.443, d2=0.503 g=2.022 2/2 [==============================] - 0s 11ms/step >22, 217/693, d1=0.503, d2=0.342 g=2.547 2/2 [==============================] - 0s 12ms/step >22, 218/693, d1=0.595, d2=0.404 g=2.030 2/2 [==============================] - 0s 12ms/step >22, 219/693, d1=0.380, d2=0.457 g=3.001 2/2 [==============================] - 0s 12ms/step >22, 220/693, d1=0.446, d2=0.357 g=2.615 2/2 [==============================] - 0s 12ms/step >22, 221/693, d1=0.416, d2=0.354 g=2.166 2/2 [==============================] - 0s 12ms/step >22, 222/693, d1=0.496, d2=0.398 g=2.987 2/2 [==============================] - 0s 12ms/step >22, 223/693, d1=0.450, d2=0.339 g=2.019 2/2 [==============================] - 0s 12ms/step >22, 224/693, d1=0.415, d2=0.459 g=2.927 2/2 [==============================] - 0s 12ms/step >22, 225/693, d1=0.443, d2=0.342 g=2.720 2/2 [==============================] - 0s 11ms/step >22, 226/693, d1=0.479, d2=0.371 g=2.406 2/2 [==============================] - 0s 12ms/step >22, 227/693, d1=0.467, d2=0.401 g=2.528 2/2 [==============================] - 0s 12ms/step >22, 228/693, d1=0.462, d2=0.429 g=2.365 2/2 [==============================] - 0s 12ms/step >22, 229/693, d1=0.466, d2=0.520 g=2.517 2/2 [==============================] - 0s 12ms/step >22, 230/693, d1=0.447, d2=0.462 g=2.332 2/2 [==============================] - 0s 12ms/step >22, 231/693, d1=0.508, d2=0.343 g=2.300 2/2 [==============================] - 0s 11ms/step >22, 232/693, d1=0.506, d2=0.432 g=1.806 2/2 [==============================] - 0s 12ms/step >22, 233/693, d1=0.342, d2=0.447 g=2.214 2/2 [==============================] - 0s 13ms/step >22, 234/693, d1=0.528, d2=0.393 g=2.376 2/2 [==============================] - 0s 12ms/step >22, 235/693, d1=0.540, d2=0.337 g=2.630 2/2 [==============================] - 0s 11ms/step >22, 236/693, d1=0.369, d2=0.433 g=2.748 2/2 [==============================] - 0s 12ms/step >22, 237/693, d1=0.415, d2=0.409 g=3.022 2/2 [==============================] - 0s 13ms/step >22, 238/693, d1=0.546, d2=0.444 g=2.033 2/2 [==============================] - 0s 12ms/step >22, 239/693, d1=0.404, d2=0.511 g=2.674 2/2 [==============================] - 0s 11ms/step >22, 240/693, d1=0.434, d2=0.362 g=2.747 2/2 [==============================] - 0s 11ms/step >22, 241/693, d1=0.588, d2=0.389 g=2.555 2/2 [==============================] - 0s 11ms/step >22, 242/693, d1=0.441, d2=0.408 g=2.882 2/2 [==============================] - 0s 11ms/step >22, 243/693, d1=0.599, d2=0.512 g=2.392 2/2 [==============================] - 0s 11ms/step >22, 244/693, d1=0.309, d2=0.413 g=1.978 2/2 [==============================] - 0s 11ms/step >22, 245/693, d1=0.505, d2=0.364 g=2.574 2/2 [==============================] - 0s 12ms/step >22, 246/693, d1=0.711, d2=0.385 g=2.440 2/2 [==============================] - 0s 12ms/step >22, 247/693, d1=0.479, d2=0.527 g=3.143 2/2 [==============================] - 0s 11ms/step >22, 248/693, d1=0.188, d2=0.424 g=2.931 2/2 [==============================] - 0s 11ms/step >22, 249/693, d1=0.563, d2=0.303 g=2.269 2/2 [==============================] - 0s 13ms/step >22, 250/693, d1=0.442, d2=0.490 g=2.741 2/2 [==============================] - 0s 12ms/step >22, 251/693, d1=0.302, d2=0.481 g=2.843 2/2 [==============================] - 0s 11ms/step >22, 252/693, d1=0.374, d2=0.242 g=3.260 2/2 [==============================] - 0s 12ms/step >22, 253/693, d1=0.526, d2=0.391 g=2.058 2/2 [==============================] - 0s 13ms/step >22, 254/693, d1=0.303, d2=0.574 g=3.101 2/2 [==============================] - 0s 12ms/step >22, 255/693, d1=0.387, d2=0.342 g=2.990 2/2 [==============================] - 0s 11ms/step >22, 256/693, d1=0.518, d2=0.283 g=3.254 2/2 [==============================] - 0s 12ms/step >22, 257/693, d1=0.387, d2=0.376 g=2.406 2/2 [==============================] - 0s 11ms/step >22, 258/693, d1=0.395, d2=0.403 g=3.023 2/2 [==============================] - 0s 12ms/step >22, 259/693, d1=0.497, d2=0.342 g=3.115 2/2 [==============================] - 0s 11ms/step >22, 260/693, d1=0.320, d2=0.302 g=2.147 2/2 [==============================] - 0s 12ms/step >22, 261/693, d1=0.314, d2=0.491 g=3.137 2/2 [==============================] - 0s 12ms/step >22, 262/693, d1=0.364, d2=0.369 g=3.570 2/2 [==============================] - 0s 13ms/step >22, 263/693, d1=0.559, d2=0.324 g=2.006 2/2 [==============================] - 0s 12ms/step >22, 264/693, d1=0.391, d2=0.403 g=1.750 2/2 [==============================] - 0s 13ms/step >22, 265/693, d1=0.422, d2=0.481 g=2.890 2/2 [==============================] - 0s 13ms/step >22, 266/693, d1=0.527, d2=0.249 g=2.579 2/2 [==============================] - 0s 12ms/step >22, 267/693, d1=0.617, d2=0.334 g=2.353 2/2 [==============================] - 0s 12ms/step >22, 268/693, d1=0.423, d2=0.558 g=2.417 2/2 [==============================] - 0s 12ms/step >22, 269/693, d1=0.309, d2=0.411 g=2.823 2/2 [==============================] - 0s 12ms/step >22, 270/693, d1=0.535, d2=0.398 g=3.118 2/2 [==============================] - 0s 12ms/step >22, 271/693, d1=0.426, d2=0.348 g=2.550 2/2 [==============================] - 0s 12ms/step >22, 272/693, d1=0.353, d2=0.493 g=1.989 2/2 [==============================] - 0s 13ms/step >22, 273/693, d1=0.463, d2=0.557 g=2.326 2/2 [==============================] - 0s 12ms/step >22, 274/693, d1=0.422, d2=0.390 g=2.472 2/2 [==============================] - 0s 13ms/step >22, 275/693, d1=0.615, d2=0.433 g=2.442 2/2 [==============================] - 0s 13ms/step >22, 276/693, d1=0.564, d2=0.553 g=2.509 2/2 [==============================] - 0s 12ms/step >22, 277/693, d1=0.447, d2=0.500 g=2.834 2/2 [==============================] - 0s 12ms/step >22, 278/693, d1=0.550, d2=0.387 g=2.403 2/2 [==============================] - 0s 12ms/step >22, 279/693, d1=0.482, d2=0.456 g=2.082 2/2 [==============================] - 0s 12ms/step >22, 280/693, d1=0.472, d2=0.376 g=2.577 2/2 [==============================] - 0s 12ms/step >22, 281/693, d1=0.474, d2=0.426 g=2.951 2/2 [==============================] - 0s 13ms/step >22, 282/693, d1=0.416, d2=0.442 g=2.382 2/2 [==============================] - 0s 11ms/step >22, 283/693, d1=0.473, d2=0.327 g=2.977 2/2 [==============================] - 0s 11ms/step >22, 284/693, d1=0.362, d2=0.379 g=2.460 2/2 [==============================] - 0s 12ms/step >22, 285/693, d1=0.406, d2=0.326 g=2.146 2/2 [==============================] - 0s 11ms/step >22, 286/693, d1=0.410, d2=0.483 g=2.785 2/2 [==============================] - 0s 13ms/step >22, 287/693, d1=0.463, d2=0.561 g=2.529 2/2 [==============================] - 0s 13ms/step >22, 288/693, d1=0.458, d2=0.364 g=1.923 2/2 [==============================] - 0s 11ms/step >22, 289/693, d1=0.518, d2=0.357 g=2.078 2/2 [==============================] - 0s 12ms/step >22, 290/693, d1=0.438, d2=0.333 g=2.134 2/2 [==============================] - 0s 11ms/step >22, 291/693, d1=0.379, d2=0.373 g=2.308 2/2 [==============================] - 0s 11ms/step >22, 292/693, d1=0.412, d2=0.488 g=2.367 2/2 [==============================] - 0s 12ms/step >22, 293/693, d1=0.453, d2=0.394 g=2.500 2/2 [==============================] - 0s 12ms/step >22, 294/693, d1=0.546, d2=0.415 g=2.612 2/2 [==============================] - 0s 14ms/step >22, 295/693, d1=0.399, d2=0.446 g=2.445 2/2 [==============================] - 0s 13ms/step >22, 296/693, d1=0.363, d2=0.413 g=2.138 2/2 [==============================] - 0s 12ms/step >22, 297/693, d1=0.569, d2=0.420 g=2.539 2/2 [==============================] - 0s 11ms/step >22, 298/693, d1=0.423, d2=0.402 g=2.479 2/2 [==============================] - 0s 12ms/step >22, 299/693, d1=0.641, d2=0.493 g=1.979 2/2 [==============================] - 0s 12ms/step >22, 300/693, d1=0.436, d2=0.406 g=2.460 2/2 [==============================] - 0s 12ms/step >22, 301/693, d1=0.570, d2=0.513 g=2.195 2/2 [==============================] - 0s 11ms/step >22, 302/693, d1=0.352, d2=0.343 g=1.852 2/2 [==============================] - 0s 12ms/step >22, 303/693, d1=0.571, d2=0.450 g=2.291 2/2 [==============================] - 0s 11ms/step >22, 304/693, d1=0.337, d2=0.462 g=2.168 2/2 [==============================] - 0s 13ms/step >22, 305/693, d1=0.429, d2=0.422 g=2.218 2/2 [==============================] - 0s 12ms/step >22, 306/693, d1=0.487, d2=0.400 g=2.610 2/2 [==============================] - 0s 11ms/step >22, 307/693, d1=0.411, d2=0.505 g=2.570 2/2 [==============================] - 0s 14ms/step >22, 308/693, d1=0.522, d2=0.416 g=2.295 2/2 [==============================] - 0s 12ms/step >22, 309/693, d1=0.468, d2=0.403 g=2.581 2/2 [==============================] - 0s 12ms/step >22, 310/693, d1=0.447, d2=0.501 g=1.988 2/2 [==============================] - 0s 12ms/step >22, 311/693, d1=0.498, d2=0.538 g=2.568 2/2 [==============================] - 0s 13ms/step >22, 312/693, d1=0.410, d2=0.351 g=2.708 2/2 [==============================] - 0s 11ms/step >22, 313/693, d1=0.462, d2=0.346 g=1.970 2/2 [==============================] - 0s 12ms/step >22, 314/693, d1=0.494, d2=0.369 g=2.222 2/2 [==============================] - 0s 12ms/step >22, 315/693, d1=0.420, d2=0.471 g=2.724 2/2 [==============================] - 0s 12ms/step >22, 316/693, d1=0.458, d2=0.347 g=2.873 2/2 [==============================] - 0s 13ms/step >22, 317/693, d1=0.416, d2=0.387 g=2.141 2/2 [==============================] - 0s 12ms/step >22, 318/693, d1=0.530, d2=0.456 g=2.311 2/2 [==============================] - 0s 12ms/step >22, 319/693, d1=0.350, d2=0.663 g=2.319 2/2 [==============================] - 0s 12ms/step >22, 320/693, d1=0.476, d2=0.383 g=2.855 2/2 [==============================] - 0s 14ms/step >22, 321/693, d1=0.541, d2=0.450 g=2.900 2/2 [==============================] - 0s 11ms/step >22, 322/693, d1=0.584, d2=0.348 g=2.521 2/2 [==============================] - 0s 11ms/step >22, 323/693, d1=0.502, d2=0.291 g=2.153 2/2 [==============================] - 0s 12ms/step >22, 324/693, d1=0.418, d2=0.530 g=2.491 2/2 [==============================] - 0s 12ms/step >22, 325/693, d1=0.373, d2=0.510 g=2.126 2/2 [==============================] - 0s 11ms/step >22, 326/693, d1=0.513, d2=0.396 g=3.005 2/2 [==============================] - 0s 12ms/step >22, 327/693, d1=0.507, d2=0.432 g=2.364 2/2 [==============================] - 0s 12ms/step >22, 328/693, d1=0.495, d2=0.513 g=2.507 2/2 [==============================] - 0s 14ms/step >22, 329/693, d1=0.316, d2=0.403 g=2.457 2/2 [==============================] - 0s 12ms/step >22, 330/693, d1=0.499, d2=0.344 g=2.028 2/2 [==============================] - 0s 13ms/step >22, 331/693, d1=0.397, d2=0.536 g=2.246 2/2 [==============================] - 0s 12ms/step >22, 332/693, d1=0.451, d2=0.410 g=1.862 2/2 [==============================] - 0s 11ms/step >22, 333/693, d1=0.433, d2=0.427 g=2.463 2/2 [==============================] - 0s 13ms/step >22, 334/693, d1=0.666, d2=0.438 g=2.505 2/2 [==============================] - 0s 12ms/step >22, 335/693, d1=0.552, d2=0.499 g=2.351 2/2 [==============================] - 0s 14ms/step >22, 336/693, d1=0.456, d2=0.402 g=2.940 2/2 [==============================] - 0s 13ms/step >22, 337/693, d1=0.368, d2=0.452 g=2.983 2/2 [==============================] - 0s 12ms/step >22, 338/693, d1=0.652, d2=0.370 g=2.733 2/2 [==============================] - 0s 12ms/step >22, 339/693, d1=0.451, d2=0.364 g=2.444 2/2 [==============================] - 0s 12ms/step >22, 340/693, d1=0.498, d2=0.469 g=1.947 2/2 [==============================] - 0s 12ms/step >22, 341/693, d1=0.503, d2=0.498 g=1.969 2/2 [==============================] - 0s 14ms/step >22, 342/693, d1=0.402, d2=0.348 g=2.454 2/2 [==============================] - 0s 11ms/step >22, 343/693, d1=0.402, d2=0.338 g=1.965 2/2 [==============================] - 0s 13ms/step >22, 344/693, d1=0.478, d2=0.385 g=2.646 2/2 [==============================] - 0s 11ms/step >22, 345/693, d1=0.347, d2=0.388 g=2.399 2/2 [==============================] - 0s 11ms/step >22, 346/693, d1=0.466, d2=0.495 g=2.690 2/2 [==============================] - 0s 12ms/step >22, 347/693, d1=0.534, d2=0.492 g=2.129 2/2 [==============================] - 0s 13ms/step >22, 348/693, d1=0.432, d2=0.458 g=2.600 2/2 [==============================] - 0s 12ms/step >22, 349/693, d1=0.379, d2=0.276 g=2.416 2/2 [==============================] - 0s 12ms/step >22, 350/693, d1=0.677, d2=0.504 g=2.185 2/2 [==============================] - 0s 13ms/step >22, 351/693, d1=0.395, d2=0.414 g=2.754 2/2 [==============================] - 0s 12ms/step >22, 352/693, d1=0.595, d2=0.418 g=3.004 2/2 [==============================] - 0s 12ms/step >22, 353/693, d1=0.388, d2=0.537 g=3.275 2/2 [==============================] - 0s 13ms/step >22, 354/693, d1=0.496, d2=0.440 g=2.340 2/2 [==============================] - 0s 12ms/step >22, 355/693, d1=0.438, d2=0.436 g=2.280 2/2 [==============================] - 0s 11ms/step >22, 356/693, d1=0.487, d2=0.368 g=2.306 2/2 [==============================] - 0s 12ms/step >22, 357/693, d1=0.463, d2=0.305 g=2.327 2/2 [==============================] - 0s 12ms/step >22, 358/693, d1=0.516, d2=0.512 g=2.641 2/2 [==============================] - 0s 12ms/step >22, 359/693, d1=0.425, d2=0.514 g=2.165 2/2 [==============================] - 0s 12ms/step >22, 360/693, d1=0.386, d2=0.388 g=2.354 2/2 [==============================] - 0s 13ms/step >22, 361/693, d1=0.377, d2=0.417 g=3.271 2/2 [==============================] - 0s 11ms/step >22, 362/693, d1=0.582, d2=0.331 g=2.498 2/2 [==============================] - 0s 12ms/step >22, 363/693, d1=0.507, d2=0.485 g=1.964 2/2 [==============================] - 0s 13ms/step >22, 364/693, d1=0.258, d2=0.454 g=2.711 2/2 [==============================] - 0s 13ms/step >22, 365/693, d1=0.334, d2=0.526 g=2.522 2/2 [==============================] - 0s 11ms/step >22, 366/693, d1=0.634, d2=0.329 g=3.187 2/2 [==============================] - 0s 11ms/step >22, 367/693, d1=0.539, d2=0.327 g=2.311 2/2 [==============================] - 0s 12ms/step >22, 368/693, d1=0.396, d2=0.533 g=2.139 2/2 [==============================] - 0s 12ms/step >22, 369/693, d1=0.499, d2=0.394 g=2.147 2/2 [==============================] - 0s 11ms/step >22, 370/693, d1=0.447, d2=0.371 g=2.232 2/2 [==============================] - 0s 11ms/step >22, 371/693, d1=0.400, d2=0.419 g=2.746 2/2 [==============================] - 0s 11ms/step >22, 372/693, d1=0.466, d2=0.357 g=3.198 2/2 [==============================] - 0s 11ms/step >22, 373/693, d1=0.390, d2=0.402 g=2.570 2/2 [==============================] - 0s 11ms/step >22, 374/693, d1=0.630, d2=0.463 g=2.300 2/2 [==============================] - 0s 11ms/step >22, 375/693, d1=0.418, d2=0.462 g=1.973 2/2 [==============================] - 0s 18ms/step >22, 376/693, d1=0.385, d2=0.443 g=2.043 2/2 [==============================] - 0s 13ms/step >22, 377/693, d1=0.330, d2=0.354 g=2.221 2/2 [==============================] - 0s 11ms/step >22, 378/693, d1=0.492, d2=0.355 g=2.742 2/2 [==============================] - 0s 12ms/step >22, 379/693, d1=0.416, d2=0.499 g=2.596 2/2 [==============================] - 0s 12ms/step >22, 380/693, d1=0.630, d2=0.371 g=2.813 2/2 [==============================] - 0s 11ms/step >22, 381/693, d1=0.461, d2=0.382 g=2.293 2/2 [==============================] - 0s 11ms/step >22, 382/693, d1=0.489, d2=0.539 g=2.715 2/2 [==============================] - 0s 11ms/step >22, 383/693, d1=0.340, d2=0.385 g=2.335 2/2 [==============================] - 0s 11ms/step >22, 384/693, d1=0.539, d2=0.374 g=2.838 2/2 [==============================] - 0s 11ms/step >22, 385/693, d1=0.468, d2=0.378 g=2.410 2/2 [==============================] - 0s 11ms/step >22, 386/693, d1=0.447, d2=0.487 g=2.423 2/2 [==============================] - 0s 13ms/step >22, 387/693, d1=0.410, d2=0.509 g=2.886 2/2 [==============================] - 0s 11ms/step >22, 388/693, d1=0.519, d2=0.410 g=2.353 2/2 [==============================] - 0s 11ms/step >22, 389/693, d1=0.426, d2=0.401 g=3.254 2/2 [==============================] - 0s 13ms/step >22, 390/693, d1=0.573, d2=0.367 g=2.500 2/2 [==============================] - 0s 11ms/step >22, 391/693, d1=0.304, d2=0.435 g=2.950 2/2 [==============================] - 0s 12ms/step >22, 392/693, d1=0.554, d2=0.381 g=2.886 2/2 [==============================] - 0s 11ms/step >22, 393/693, d1=0.572, d2=0.497 g=2.411 2/2 [==============================] - 0s 12ms/step >22, 394/693, d1=0.500, d2=0.455 g=2.383 2/2 [==============================] - 0s 12ms/step >22, 395/693, d1=0.562, d2=0.622 g=2.310 2/2 [==============================] - 0s 12ms/step >22, 396/693, d1=0.443, d2=0.410 g=2.867 2/2 [==============================] - 0s 12ms/step >22, 397/693, d1=0.563, d2=0.432 g=2.193 2/2 [==============================] - 0s 12ms/step >22, 398/693, d1=0.533, d2=0.359 g=2.168 2/2 [==============================] - 0s 12ms/step >22, 399/693, d1=0.411, d2=0.549 g=1.776 2/2 [==============================] - 0s 12ms/step >22, 400/693, d1=0.425, d2=0.342 g=2.417 2/2 [==============================] - 0s 13ms/step >22, 401/693, d1=0.483, d2=0.428 g=2.040 2/2 [==============================] - 0s 13ms/step >22, 402/693, d1=0.466, d2=0.422 g=2.756 2/2 [==============================] - 0s 12ms/step >22, 403/693, d1=0.458, d2=0.403 g=2.651 2/2 [==============================] - 0s 14ms/step >22, 404/693, d1=0.472, d2=0.411 g=2.656 2/2 [==============================] - 0s 12ms/step >22, 405/693, d1=0.437, d2=0.377 g=2.644 2/2 [==============================] - 0s 13ms/step >22, 406/693, d1=0.506, d2=0.476 g=2.112 2/2 [==============================] - 0s 12ms/step >22, 407/693, d1=0.411, d2=0.495 g=2.160 2/2 [==============================] - 0s 12ms/step >22, 408/693, d1=0.379, d2=0.404 g=2.699 2/2 [==============================] - 0s 12ms/step >22, 409/693, d1=0.685, d2=0.454 g=1.655 2/2 [==============================] - 0s 12ms/step >22, 410/693, d1=0.466, d2=0.418 g=2.468 2/2 [==============================] - 0s 13ms/step >22, 411/693, d1=0.435, d2=0.421 g=2.554 2/2 [==============================] - 0s 11ms/step >22, 412/693, d1=0.406, d2=0.432 g=3.023 2/2 [==============================] - 0s 12ms/step >22, 413/693, d1=0.390, d2=0.413 g=2.778 2/2 [==============================] - 0s 11ms/step >22, 414/693, d1=0.504, d2=0.453 g=2.560 2/2 [==============================] - 0s 13ms/step >22, 415/693, d1=0.373, d2=0.320 g=2.293 2/2 [==============================] - 0s 12ms/step >22, 416/693, d1=0.470, d2=0.327 g=3.328 2/2 [==============================] - 0s 12ms/step >22, 417/693, d1=0.463, d2=0.373 g=2.191 2/2 [==============================] - 0s 12ms/step >22, 418/693, d1=0.426, d2=0.363 g=2.150 2/2 [==============================] - 0s 12ms/step >22, 419/693, d1=0.376, d2=0.436 g=2.198 2/2 [==============================] - 0s 12ms/step >22, 420/693, d1=0.392, d2=0.462 g=2.147 2/2 [==============================] - 0s 13ms/step >22, 421/693, d1=0.499, d2=0.447 g=2.034 2/2 [==============================] - 0s 12ms/step >22, 422/693, d1=0.537, d2=0.473 g=2.794 2/2 [==============================] - 0s 12ms/step >22, 423/693, d1=0.508, d2=0.387 g=2.512 2/2 [==============================] - 0s 12ms/step >22, 424/693, d1=0.468, d2=0.533 g=2.327 2/2 [==============================] - 0s 12ms/step >22, 425/693, d1=0.435, d2=0.467 g=2.327 2/2 [==============================] - 0s 12ms/step >22, 426/693, d1=0.474, d2=0.372 g=2.168 2/2 [==============================] - 0s 12ms/step >22, 427/693, d1=0.648, d2=0.484 g=2.044 2/2 [==============================] - 0s 11ms/step >22, 428/693, d1=0.418, d2=0.398 g=2.082 2/2 [==============================] - 0s 12ms/step >22, 429/693, d1=0.410, d2=0.520 g=2.841 2/2 [==============================] - 0s 11ms/step >22, 430/693, d1=0.504, d2=0.379 g=2.242 2/2 [==============================] - 0s 12ms/step >22, 431/693, d1=0.611, d2=0.363 g=2.417 2/2 [==============================] - 0s 12ms/step >22, 432/693, d1=0.403, d2=0.495 g=2.161 2/2 [==============================] - 0s 11ms/step >22, 433/693, d1=0.450, d2=0.432 g=2.836 2/2 [==============================] - 0s 12ms/step >22, 434/693, d1=0.470, d2=0.442 g=2.088 2/2 [==============================] - 0s 12ms/step >22, 435/693, d1=0.555, d2=0.507 g=2.020 2/2 [==============================] - 0s 11ms/step >22, 436/693, d1=0.505, d2=0.359 g=2.491 2/2 [==============================] - 0s 12ms/step >22, 437/693, d1=0.503, d2=0.352 g=2.542 2/2 [==============================] - 0s 11ms/step >22, 438/693, d1=0.374, d2=0.527 g=2.017 2/2 [==============================] - 0s 12ms/step >22, 439/693, d1=0.454, d2=0.458 g=2.166 2/2 [==============================] - 0s 11ms/step >22, 440/693, d1=0.477, d2=0.418 g=2.021 2/2 [==============================] - 0s 12ms/step >22, 441/693, d1=0.453, d2=0.388 g=2.516 2/2 [==============================] - 0s 11ms/step >22, 442/693, d1=0.470, d2=0.378 g=2.556 2/2 [==============================] - 0s 11ms/step >22, 443/693, d1=0.515, d2=0.333 g=1.770 2/2 [==============================] - 0s 12ms/step >22, 444/693, d1=0.489, d2=0.398 g=2.345 2/2 [==============================] - 0s 12ms/step >22, 445/693, d1=0.426, d2=0.602 g=2.237 2/2 [==============================] - 0s 12ms/step >22, 446/693, d1=0.452, d2=0.391 g=2.255 2/2 [==============================] - 0s 12ms/step >22, 447/693, d1=0.556, d2=0.413 g=2.818 2/2 [==============================] - 0s 12ms/step >22, 448/693, d1=0.424, d2=0.387 g=2.307 2/2 [==============================] - 0s 12ms/step >22, 449/693, d1=0.528, d2=0.520 g=2.144 2/2 [==============================] - 0s 12ms/step >22, 450/693, d1=0.578, d2=0.416 g=2.728 2/2 [==============================] - 0s 12ms/step >22, 451/693, d1=0.460, d2=0.467 g=2.284 2/2 [==============================] - 0s 11ms/step >22, 452/693, d1=0.610, d2=0.407 g=2.244 2/2 [==============================] - 0s 12ms/step >22, 453/693, d1=0.387, d2=0.513 g=2.120 2/2 [==============================] - 0s 12ms/step >22, 454/693, d1=0.442, d2=0.354 g=1.924 2/2 [==============================] - 0s 11ms/step >22, 455/693, d1=0.547, d2=0.408 g=2.025 2/2 [==============================] - 0s 11ms/step >22, 456/693, d1=0.436, d2=0.487 g=2.170 2/2 [==============================] - 0s 14ms/step >22, 457/693, d1=0.438, d2=0.481 g=2.333 2/2 [==============================] - 0s 11ms/step >22, 458/693, d1=0.564, d2=0.444 g=2.402 2/2 [==============================] - 0s 12ms/step >22, 459/693, d1=0.455, d2=0.428 g=2.414 2/2 [==============================] - 0s 11ms/step >22, 460/693, d1=0.327, d2=0.347 g=2.689 2/2 [==============================] - 0s 11ms/step >22, 461/693, d1=0.369, d2=0.387 g=2.040 2/2 [==============================] - 0s 12ms/step >22, 462/693, d1=0.357, d2=0.272 g=2.483 2/2 [==============================] - 0s 12ms/step >22, 463/693, d1=0.481, d2=0.447 g=2.242 2/2 [==============================] - 0s 12ms/step >22, 464/693, d1=0.485, d2=0.330 g=2.977 2/2 [==============================] - 0s 12ms/step >22, 465/693, d1=0.431, d2=0.400 g=2.454 2/2 [==============================] - 0s 13ms/step >22, 466/693, d1=0.381, d2=0.485 g=2.546 2/2 [==============================] - 0s 11ms/step >22, 467/693, d1=0.432, d2=0.383 g=1.986 2/2 [==============================] - 0s 12ms/step >22, 468/693, d1=0.383, d2=0.358 g=2.646 2/2 [==============================] - 0s 13ms/step >22, 469/693, d1=0.520, d2=0.414 g=2.494 2/2 [==============================] - 0s 11ms/step >22, 470/693, d1=0.338, d2=0.389 g=1.953 2/2 [==============================] - 0s 13ms/step >22, 471/693, d1=0.488, d2=0.464 g=2.427 2/2 [==============================] - 0s 12ms/step >22, 472/693, d1=0.387, d2=0.426 g=2.379 2/2 [==============================] - 0s 12ms/step >22, 473/693, d1=0.530, d2=0.408 g=2.648 2/2 [==============================] - 0s 13ms/step >22, 474/693, d1=0.491, d2=0.450 g=2.310 2/2 [==============================] - 0s 13ms/step >22, 475/693, d1=0.571, d2=0.447 g=1.879 2/2 [==============================] - 0s 12ms/step >22, 476/693, d1=0.432, d2=0.539 g=2.599 2/2 [==============================] - 0s 13ms/step >22, 477/693, d1=0.410, d2=0.381 g=2.717 2/2 [==============================] - 0s 12ms/step >22, 478/693, d1=0.360, d2=0.318 g=2.804 2/2 [==============================] - 0s 12ms/step >22, 479/693, d1=0.727, d2=0.358 g=2.050 2/2 [==============================] - 0s 13ms/step >22, 480/693, d1=0.473, d2=0.459 g=2.396 2/2 [==============================] - 0s 11ms/step >22, 481/693, d1=0.450, d2=0.487 g=2.134 2/2 [==============================] - 0s 13ms/step >22, 482/693, d1=0.566, d2=0.500 g=2.404 2/2 [==============================] - 0s 12ms/step >22, 483/693, d1=0.416, d2=0.355 g=2.027 2/2 [==============================] - 0s 13ms/step >22, 484/693, d1=0.472, d2=0.373 g=2.132 2/2 [==============================] - 0s 11ms/step >22, 485/693, d1=0.464, d2=0.479 g=1.928 2/2 [==============================] - 0s 11ms/step >22, 486/693, d1=0.453, d2=0.447 g=1.940 2/2 [==============================] - 0s 11ms/step >22, 487/693, d1=0.462, d2=0.308 g=2.513 2/2 [==============================] - 0s 12ms/step >22, 488/693, d1=0.497, d2=0.504 g=1.946 2/2 [==============================] - 0s 12ms/step >22, 489/693, d1=0.371, d2=0.385 g=2.005 2/2 [==============================] - 0s 12ms/step >22, 490/693, d1=0.482, d2=0.538 g=2.316 2/2 [==============================] - 0s 12ms/step >22, 491/693, d1=0.515, d2=0.384 g=2.809 2/2 [==============================] - 0s 11ms/step >22, 492/693, d1=0.451, d2=0.492 g=2.479 2/2 [==============================] - 0s 13ms/step >22, 493/693, d1=0.529, d2=0.421 g=2.511 2/2 [==============================] - 0s 11ms/step >22, 494/693, d1=0.445, d2=0.370 g=2.384 2/2 [==============================] - 0s 11ms/step >22, 495/693, d1=0.553, d2=0.387 g=1.803 2/2 [==============================] - 0s 12ms/step >22, 496/693, d1=0.456, d2=0.592 g=2.316 2/2 [==============================] - 0s 11ms/step >22, 497/693, d1=0.340, d2=0.482 g=1.994 2/2 [==============================] - 0s 12ms/step >22, 498/693, d1=0.487, d2=0.395 g=2.401 2/2 [==============================] - 0s 11ms/step >22, 499/693, d1=0.612, d2=0.430 g=1.806 2/2 [==============================] - 0s 11ms/step >22, 500/693, d1=0.445, d2=0.335 g=2.080 2/2 [==============================] - 0s 11ms/step >22, 501/693, d1=0.444, d2=0.422 g=2.913 2/2 [==============================] - 0s 12ms/step >22, 502/693, d1=0.375, d2=0.328 g=2.703 2/2 [==============================] - 0s 11ms/step >22, 503/693, d1=0.390, d2=0.459 g=3.177 2/2 [==============================] - 0s 10ms/step >22, 504/693, d1=0.387, d2=0.319 g=3.414 2/2 [==============================] - 0s 12ms/step >22, 505/693, d1=0.441, d2=0.344 g=3.000 2/2 [==============================] - 0s 11ms/step >22, 506/693, d1=0.458, d2=0.498 g=2.885 2/2 [==============================] - 0s 13ms/step >22, 507/693, d1=0.445, d2=0.448 g=3.504 2/2 [==============================] - 0s 11ms/step >22, 508/693, d1=0.639, d2=0.420 g=2.919 2/2 [==============================] - 0s 11ms/step >22, 509/693, d1=0.560, d2=0.385 g=1.834 2/2 [==============================] - 0s 12ms/step >22, 510/693, d1=0.366, d2=0.394 g=2.314 2/2 [==============================] - 0s 12ms/step >22, 511/693, d1=0.359, d2=0.491 g=2.679 2/2 [==============================] - 0s 13ms/step >22, 512/693, d1=0.418, d2=0.359 g=2.419 2/2 [==============================] - 0s 11ms/step >22, 513/693, d1=0.418, d2=0.311 g=2.565 2/2 [==============================] - 0s 12ms/step >22, 514/693, d1=0.461, d2=0.372 g=2.232 2/2 [==============================] - 0s 12ms/step >22, 515/693, d1=0.310, d2=0.571 g=2.294 2/2 [==============================] - 0s 12ms/step >22, 516/693, d1=0.511, d2=0.456 g=2.729 2/2 [==============================] - 0s 11ms/step >22, 517/693, d1=0.685, d2=0.369 g=2.276 2/2 [==============================] - 0s 13ms/step >22, 518/693, d1=0.413, d2=0.490 g=2.093 2/2 [==============================] - 0s 12ms/step >22, 519/693, d1=0.392, d2=0.498 g=3.149 2/2 [==============================] - 0s 12ms/step >22, 520/693, d1=0.412, d2=0.412 g=2.419 2/2 [==============================] - 0s 12ms/step >22, 521/693, d1=0.540, d2=0.409 g=2.378 2/2 [==============================] - 0s 12ms/step >22, 522/693, d1=0.449, d2=0.438 g=2.102 2/2 [==============================] - 0s 13ms/step >22, 523/693, d1=0.486, d2=0.445 g=2.254 2/2 [==============================] - 0s 11ms/step >22, 524/693, d1=0.462, d2=0.356 g=2.556 2/2 [==============================] - 0s 12ms/step >22, 525/693, d1=0.306, d2=0.421 g=2.675 2/2 [==============================] - 0s 11ms/step >22, 526/693, d1=0.587, d2=0.393 g=2.218 2/2 [==============================] - 0s 13ms/step >22, 527/693, d1=0.489, d2=0.413 g=2.259 2/2 [==============================] - 0s 12ms/step >22, 528/693, d1=0.413, d2=0.509 g=2.072 2/2 [==============================] - 0s 12ms/step >22, 529/693, d1=0.596, d2=0.390 g=2.147 2/2 [==============================] - 0s 13ms/step >22, 530/693, d1=0.427, d2=0.427 g=2.231 2/2 [==============================] - 0s 12ms/step >22, 531/693, d1=0.558, d2=0.390 g=2.542 2/2 [==============================] - 0s 11ms/step >22, 532/693, d1=0.506, d2=0.543 g=3.210 2/2 [==============================] - 0s 12ms/step >22, 533/693, d1=0.346, d2=0.368 g=1.950 2/2 [==============================] - 0s 12ms/step >22, 534/693, d1=0.415, d2=0.334 g=3.110 2/2 [==============================] - 0s 12ms/step >22, 535/693, d1=0.508, d2=0.502 g=1.928 2/2 [==============================] - 0s 12ms/step >22, 536/693, d1=0.483, d2=0.563 g=2.190 2/2 [==============================] - 0s 12ms/step >22, 537/693, d1=0.352, d2=0.394 g=2.997 2/2 [==============================] - 0s 11ms/step >22, 538/693, d1=0.649, d2=0.300 g=2.453 2/2 [==============================] - 0s 11ms/step >22, 539/693, d1=0.350, d2=0.585 g=2.740 2/2 [==============================] - 0s 12ms/step >22, 540/693, d1=0.459, d2=0.422 g=2.442 2/2 [==============================] - 0s 11ms/step >22, 541/693, d1=0.555, d2=0.321 g=3.059 2/2 [==============================] - 0s 12ms/step >22, 542/693, d1=0.492, d2=0.447 g=2.542 2/2 [==============================] - 0s 12ms/step >22, 543/693, d1=0.432, d2=0.369 g=2.484 2/2 [==============================] - 0s 12ms/step >22, 544/693, d1=0.444, d2=0.470 g=2.446 2/2 [==============================] - 0s 12ms/step >22, 545/693, d1=0.481, d2=0.304 g=2.814 2/2 [==============================] - 0s 11ms/step >22, 546/693, d1=0.608, d2=0.376 g=1.978 2/2 [==============================] - 0s 11ms/step >22, 547/693, d1=0.286, d2=0.499 g=2.284 2/2 [==============================] - 0s 12ms/step >22, 548/693, d1=0.358, d2=0.328 g=2.498 2/2 [==============================] - 0s 11ms/step >22, 549/693, d1=0.336, d2=0.423 g=3.019 2/2 [==============================] - 0s 11ms/step >22, 550/693, d1=0.491, d2=0.374 g=2.509 2/2 [==============================] - 0s 11ms/step >22, 551/693, d1=0.507, d2=0.459 g=2.890 2/2 [==============================] - 0s 12ms/step >22, 552/693, d1=0.376, d2=0.401 g=2.660 2/2 [==============================] - 0s 12ms/step >22, 553/693, d1=0.495, d2=0.371 g=2.552 2/2 [==============================] - 0s 12ms/step >22, 554/693, d1=0.340, d2=0.400 g=2.203 2/2 [==============================] - 0s 12ms/step >22, 555/693, d1=0.547, d2=0.395 g=2.195 2/2 [==============================] - 0s 11ms/step >22, 556/693, d1=0.496, d2=0.617 g=1.996 2/2 [==============================] - 0s 12ms/step >22, 557/693, d1=0.552, d2=0.327 g=2.497 2/2 [==============================] - 0s 11ms/step >22, 558/693, d1=0.504, d2=0.344 g=2.294 2/2 [==============================] - 0s 11ms/step >22, 559/693, d1=0.448, d2=0.398 g=1.896 2/2 [==============================] - 0s 12ms/step >22, 560/693, d1=0.366, d2=0.411 g=2.224 2/2 [==============================] - 0s 12ms/step >22, 561/693, d1=0.347, d2=0.351 g=1.990 2/2 [==============================] - 0s 12ms/step >22, 562/693, d1=0.465, d2=0.554 g=2.609 2/2 [==============================] - 0s 12ms/step >22, 563/693, d1=0.433, d2=0.362 g=2.105 2/2 [==============================] - 0s 13ms/step >22, 564/693, d1=0.589, d2=0.470 g=2.270 2/2 [==============================] - 0s 11ms/step >22, 565/693, d1=0.448, d2=0.446 g=2.685 2/2 [==============================] - 0s 12ms/step >22, 566/693, d1=0.364, d2=0.419 g=2.420 2/2 [==============================] - 0s 11ms/step >22, 567/693, d1=0.305, d2=0.314 g=3.221 2/2 [==============================] - 0s 12ms/step >22, 568/693, d1=0.371, d2=0.284 g=2.261 2/2 [==============================] - 0s 12ms/step >22, 569/693, d1=0.565, d2=0.376 g=2.959 2/2 [==============================] - 0s 12ms/step >22, 570/693, d1=0.473, d2=0.633 g=2.085 2/2 [==============================] - 0s 13ms/step >22, 571/693, d1=0.381, d2=0.377 g=2.036 2/2 [==============================] - 0s 12ms/step >22, 572/693, d1=0.492, d2=0.556 g=2.406 2/2 [==============================] - 0s 12ms/step >22, 573/693, d1=0.361, d2=0.365 g=2.768 2/2 [==============================] - 0s 12ms/step >22, 574/693, d1=0.598, d2=0.376 g=2.545 2/2 [==============================] - 0s 11ms/step >22, 575/693, d1=0.517, d2=0.414 g=3.548 2/2 [==============================] - 0s 11ms/step >22, 576/693, d1=0.355, d2=0.410 g=2.312 2/2 [==============================] - 0s 12ms/step >22, 577/693, d1=0.471, d2=0.461 g=2.234 2/2 [==============================] - 0s 11ms/step >22, 578/693, d1=0.518, d2=0.364 g=1.915 2/2 [==============================] - 0s 12ms/step >22, 579/693, d1=0.442, d2=0.348 g=2.026 2/2 [==============================] - 0s 12ms/step >22, 580/693, d1=0.336, d2=0.337 g=2.143 2/2 [==============================] - 0s 12ms/step >22, 581/693, d1=0.523, d2=0.444 g=2.542 2/2 [==============================] - 0s 12ms/step >22, 582/693, d1=0.517, d2=0.377 g=2.121 2/2 [==============================] - 0s 11ms/step >22, 583/693, d1=0.554, d2=0.406 g=2.477 2/2 [==============================] - 0s 12ms/step >22, 584/693, d1=0.423, d2=0.364 g=2.777 2/2 [==============================] - 0s 12ms/step >22, 585/693, d1=0.441, d2=0.340 g=2.316 2/2 [==============================] - 0s 11ms/step >22, 586/693, d1=0.417, d2=0.452 g=2.010 2/2 [==============================] - 0s 12ms/step >22, 587/693, d1=0.360, d2=0.372 g=2.701 2/2 [==============================] - 0s 11ms/step >22, 588/693, d1=0.550, d2=0.393 g=2.904 2/2 [==============================] - 0s 12ms/step >22, 589/693, d1=0.477, d2=0.477 g=2.418 2/2 [==============================] - 0s 12ms/step >22, 590/693, d1=0.367, d2=0.394 g=2.426 2/2 [==============================] - 0s 12ms/step >22, 591/693, d1=0.576, d2=0.459 g=2.361 2/2 [==============================] - 0s 13ms/step >22, 592/693, d1=0.339, d2=0.373 g=1.814 2/2 [==============================] - 0s 11ms/step >22, 593/693, d1=0.331, d2=0.438 g=2.258 2/2 [==============================] - 0s 13ms/step >22, 594/693, d1=0.378, d2=0.467 g=3.128 2/2 [==============================] - 0s 12ms/step >22, 595/693, d1=0.577, d2=0.382 g=2.042 2/2 [==============================] - 0s 13ms/step >22, 596/693, d1=0.371, d2=0.435 g=1.859 2/2 [==============================] - 0s 11ms/step >22, 597/693, d1=0.435, d2=0.407 g=2.135 2/2 [==============================] - 0s 12ms/step >22, 598/693, d1=0.605, d2=0.422 g=1.841 2/2 [==============================] - 0s 11ms/step >22, 599/693, d1=0.294, d2=0.520 g=2.632 2/2 [==============================] - 0s 11ms/step >22, 600/693, d1=0.527, d2=0.362 g=2.449 2/2 [==============================] - 0s 13ms/step >22, 601/693, d1=0.468, d2=0.391 g=2.497 2/2 [==============================] - 0s 13ms/step >22, 602/693, d1=0.438, d2=0.445 g=2.609 2/2 [==============================] - 0s 12ms/step >22, 603/693, d1=0.443, d2=0.340 g=2.737 2/2 [==============================] - 0s 13ms/step >22, 604/693, d1=0.618, d2=0.350 g=2.156 2/2 [==============================] - 0s 12ms/step >22, 605/693, d1=0.388, d2=0.452 g=2.789 2/2 [==============================] - 0s 11ms/step >22, 606/693, d1=0.560, d2=0.490 g=2.692 2/2 [==============================] - 0s 12ms/step >22, 607/693, d1=0.455, d2=0.444 g=1.964 2/2 [==============================] - 0s 11ms/step >22, 608/693, d1=0.449, d2=0.343 g=2.102 2/2 [==============================] - 0s 12ms/step >22, 609/693, d1=0.494, d2=0.324 g=2.102 2/2 [==============================] - 0s 11ms/step >22, 610/693, d1=0.517, d2=0.417 g=2.386 2/2 [==============================] - 0s 12ms/step >22, 611/693, d1=0.321, d2=0.424 g=2.351 2/2 [==============================] - 0s 12ms/step >22, 612/693, d1=0.483, d2=0.430 g=2.987 2/2 [==============================] - 0s 11ms/step >22, 613/693, d1=0.481, d2=0.402 g=2.473 2/2 [==============================] - 0s 11ms/step >22, 614/693, d1=0.423, d2=0.458 g=2.905 2/2 [==============================] - 0s 11ms/step >22, 615/693, d1=0.544, d2=0.367 g=2.077 2/2 [==============================] - 0s 11ms/step >22, 616/693, d1=0.415, d2=0.399 g=2.706 2/2 [==============================] - 0s 11ms/step >22, 617/693, d1=0.470, d2=0.375 g=2.636 2/2 [==============================] - 0s 11ms/step >22, 618/693, d1=0.424, d2=0.403 g=2.322 2/2 [==============================] - 0s 12ms/step >22, 619/693, d1=0.427, d2=0.349 g=2.546 2/2 [==============================] - 0s 11ms/step >22, 620/693, d1=0.681, d2=0.504 g=2.322 2/2 [==============================] - 0s 11ms/step >22, 621/693, d1=0.511, d2=0.569 g=2.500 2/2 [==============================] - 0s 12ms/step >22, 622/693, d1=0.489, d2=0.425 g=2.350 2/2 [==============================] - 0s 12ms/step >22, 623/693, d1=0.419, d2=0.487 g=2.677 2/2 [==============================] - 0s 11ms/step >22, 624/693, d1=0.404, d2=0.419 g=2.187 2/2 [==============================] - 0s 12ms/step >22, 625/693, d1=0.374, d2=0.342 g=2.076 2/2 [==============================] - 0s 12ms/step >22, 626/693, d1=0.440, d2=0.362 g=1.985 2/2 [==============================] - 0s 12ms/step >22, 627/693, d1=0.576, d2=0.499 g=2.210 2/2 [==============================] - 0s 13ms/step >22, 628/693, d1=0.430, d2=0.399 g=2.231 2/2 [==============================] - 0s 12ms/step >22, 629/693, d1=0.493, d2=0.530 g=1.732 2/2 [==============================] - 0s 12ms/step >22, 630/693, d1=0.422, d2=0.392 g=2.122 2/2 [==============================] - 0s 12ms/step >22, 631/693, d1=0.488, d2=0.494 g=2.635 2/2 [==============================] - 0s 12ms/step >22, 632/693, d1=0.480, d2=0.448 g=2.409 2/2 [==============================] - 0s 12ms/step >22, 633/693, d1=0.494, d2=0.446 g=2.194 2/2 [==============================] - 0s 12ms/step >22, 634/693, d1=0.443, d2=0.375 g=2.294 2/2 [==============================] - 0s 11ms/step >22, 635/693, d1=0.384, d2=0.388 g=2.657 2/2 [==============================] - 0s 14ms/step >22, 636/693, d1=0.563, d2=0.524 g=1.972 2/2 [==============================] - 0s 13ms/step >22, 637/693, d1=0.385, d2=0.390 g=2.653 2/2 [==============================] - 0s 12ms/step >22, 638/693, d1=0.433, d2=0.462 g=1.818 2/2 [==============================] - 0s 12ms/step >22, 639/693, d1=0.499, d2=0.390 g=2.049 2/2 [==============================] - 0s 15ms/step >22, 640/693, d1=0.486, d2=0.553 g=2.307 2/2 [==============================] - 0s 12ms/step >22, 641/693, d1=0.426, d2=0.409 g=2.305 2/2 [==============================] - 0s 13ms/step >22, 642/693, d1=0.479, d2=0.356 g=2.522 2/2 [==============================] - 0s 12ms/step >22, 643/693, d1=0.299, d2=0.416 g=2.891 2/2 [==============================] - 0s 11ms/step >22, 644/693, d1=0.464, d2=0.341 g=2.807 2/2 [==============================] - 0s 13ms/step >22, 645/693, d1=0.450, d2=0.363 g=3.564 2/2 [==============================] - 0s 12ms/step >22, 646/693, d1=0.566, d2=0.319 g=2.178 2/2 [==============================] - 0s 12ms/step >22, 647/693, d1=0.456, d2=0.470 g=2.143 2/2 [==============================] - 0s 12ms/step >22, 648/693, d1=0.495, d2=0.473 g=2.045 2/2 [==============================] - 0s 12ms/step >22, 649/693, d1=0.444, d2=0.598 g=2.266 2/2 [==============================] - 0s 12ms/step >22, 650/693, d1=0.471, d2=0.360 g=2.367 2/2 [==============================] - 0s 13ms/step >22, 651/693, d1=0.510, d2=0.474 g=2.032 2/2 [==============================] - 0s 12ms/step >22, 652/693, d1=0.477, d2=0.456 g=2.524 2/2 [==============================] - 0s 13ms/step >22, 653/693, d1=0.507, d2=0.377 g=2.653 2/2 [==============================] - 0s 13ms/step >22, 654/693, d1=0.396, d2=0.349 g=2.252 2/2 [==============================] - 0s 11ms/step >22, 655/693, d1=0.425, d2=0.430 g=2.555 2/2 [==============================] - 0s 12ms/step >22, 656/693, d1=0.517, d2=0.420 g=2.420 2/2 [==============================] - 0s 12ms/step >22, 657/693, d1=0.394, d2=0.335 g=2.690 2/2 [==============================] - 0s 12ms/step >22, 658/693, d1=0.460, d2=0.432 g=2.283 2/2 [==============================] - 0s 12ms/step >22, 659/693, d1=0.459, d2=0.452 g=2.359 2/2 [==============================] - 0s 11ms/step >22, 660/693, d1=0.416, d2=0.492 g=2.417 2/2 [==============================] - 0s 12ms/step >22, 661/693, d1=0.542, d2=0.280 g=1.840 2/2 [==============================] - 0s 12ms/step >22, 662/693, d1=0.488, d2=0.406 g=2.353 2/2 [==============================] - 0s 12ms/step >22, 663/693, d1=0.503, d2=0.411 g=2.030 2/2 [==============================] - 0s 12ms/step >22, 664/693, d1=0.546, d2=0.473 g=1.835 2/2 [==============================] - 0s 12ms/step >22, 665/693, d1=0.253, d2=0.422 g=2.578 2/2 [==============================] - 0s 14ms/step >22, 666/693, d1=0.571, d2=0.393 g=2.134 2/2 [==============================] - 0s 11ms/step >22, 667/693, d1=0.513, d2=0.401 g=2.024 2/2 [==============================] - 0s 12ms/step >22, 668/693, d1=0.372, d2=0.388 g=2.665 2/2 [==============================] - 0s 12ms/step >22, 669/693, d1=0.397, d2=0.368 g=2.482 2/2 [==============================] - 0s 12ms/step >22, 670/693, d1=0.515, d2=0.391 g=2.295 2/2 [==============================] - 0s 11ms/step >22, 671/693, d1=0.506, d2=0.506 g=2.285 2/2 [==============================] - 0s 12ms/step >22, 672/693, d1=0.543, d2=0.396 g=2.239 2/2 [==============================] - 0s 13ms/step >22, 673/693, d1=0.346, d2=0.479 g=2.308 2/2 [==============================] - 0s 12ms/step >22, 674/693, d1=0.450, d2=0.337 g=2.375 2/2 [==============================] - 0s 12ms/step >22, 675/693, d1=0.635, d2=0.362 g=1.899 2/2 [==============================] - 0s 12ms/step >22, 676/693, d1=0.385, d2=0.622 g=2.026 2/2 [==============================] - 0s 12ms/step >22, 677/693, d1=0.292, d2=0.400 g=2.629 2/2 [==============================] - 0s 13ms/step >22, 678/693, d1=0.518, d2=0.361 g=2.124 2/2 [==============================] - 0s 11ms/step >22, 679/693, d1=0.540, d2=0.434 g=1.758 2/2 [==============================] - 0s 12ms/step >22, 680/693, d1=0.276, d2=0.380 g=2.204 2/2 [==============================] - 0s 12ms/step >22, 681/693, d1=0.514, d2=0.410 g=2.250 2/2 [==============================] - 0s 12ms/step >22, 682/693, d1=0.388, d2=0.405 g=2.114 2/2 [==============================] - 0s 12ms/step >22, 683/693, d1=0.576, d2=0.398 g=2.001 2/2 [==============================] - 0s 14ms/step >22, 684/693, d1=0.471, d2=0.535 g=2.153 2/2 [==============================] - 0s 12ms/step >22, 685/693, d1=0.425, d2=0.452 g=2.382 2/2 [==============================] - 0s 13ms/step >22, 686/693, d1=0.348, d2=0.519 g=2.908 2/2 [==============================] - 0s 11ms/step >22, 687/693, d1=0.404, d2=0.379 g=2.890 2/2 [==============================] - 0s 12ms/step >22, 688/693, d1=0.444, d2=0.336 g=2.367 2/2 [==============================] - 0s 12ms/step >22, 689/693, d1=0.583, d2=0.400 g=2.421 2/2 [==============================] - 0s 12ms/step >22, 690/693, d1=0.426, d2=0.483 g=1.964 2/2 [==============================] - 0s 12ms/step >22, 691/693, d1=0.545, d2=0.388 g=2.272 2/2 [==============================] - 0s 11ms/step >22, 692/693, d1=0.412, d2=0.482 g=2.887 2/2 [==============================] - 0s 12ms/step >22, 693/693, d1=0.469, d2=0.500 g=2.779 2/2 [==============================] - 0s 13ms/step >23, 1/693, d1=0.481, d2=0.382 g=2.262 2/2 [==============================] - 0s 12ms/step >23, 2/693, d1=0.528, d2=0.337 g=2.683 2/2 [==============================] - 0s 11ms/step >23, 3/693, d1=0.479, d2=0.341 g=2.630 2/2 [==============================] - 0s 11ms/step >23, 4/693, d1=0.494, d2=0.562 g=1.976 2/2 [==============================] - 0s 11ms/step >23, 5/693, d1=0.482, d2=0.370 g=2.422 2/2 [==============================] - 0s 11ms/step >23, 6/693, d1=0.547, d2=0.451 g=2.807 2/2 [==============================] - 0s 13ms/step >23, 7/693, d1=0.485, d2=0.613 g=2.281 2/2 [==============================] - 0s 11ms/step >23, 8/693, d1=0.387, d2=0.437 g=2.853 2/2 [==============================] - 0s 11ms/step >23, 9/693, d1=0.512, d2=0.351 g=2.159 2/2 [==============================] - 0s 11ms/step >23, 10/693, d1=0.410, d2=0.482 g=2.469 2/2 [==============================] - 0s 12ms/step >23, 11/693, d1=0.341, d2=0.376 g=2.396 2/2 [==============================] - 0s 11ms/step >23, 12/693, d1=0.427, d2=0.439 g=2.220 2/2 [==============================] - 0s 12ms/step >23, 13/693, d1=0.462, d2=0.408 g=2.335 2/2 [==============================] - 0s 11ms/step >23, 14/693, d1=0.443, d2=0.407 g=2.387 2/2 [==============================] - 0s 11ms/step >23, 15/693, d1=0.453, d2=0.381 g=2.027 2/2 [==============================] - 0s 12ms/step >23, 16/693, d1=0.498, d2=0.396 g=2.400 2/2 [==============================] - 0s 12ms/step >23, 17/693, d1=0.517, d2=0.503 g=2.168 2/2 [==============================] - 0s 12ms/step >23, 18/693, d1=0.362, d2=0.436 g=2.872 2/2 [==============================] - 0s 12ms/step >23, 19/693, d1=0.507, d2=0.415 g=2.432 2/2 [==============================] - 0s 12ms/step >23, 20/693, d1=0.440, d2=0.548 g=2.725 2/2 [==============================] - 0s 10ms/step >23, 21/693, d1=0.467, d2=0.343 g=2.501 2/2 [==============================] - 0s 12ms/step >23, 22/693, d1=0.465, d2=0.443 g=1.983 2/2 [==============================] - 0s 12ms/step >23, 23/693, d1=0.469, d2=0.396 g=2.608 2/2 [==============================] - 0s 12ms/step >23, 24/693, d1=0.456, d2=0.333 g=1.800 2/2 [==============================] - 0s 11ms/step >23, 25/693, d1=0.416, d2=0.506 g=2.465 2/2 [==============================] - 0s 12ms/step >23, 26/693, d1=0.439, d2=0.383 g=2.447 2/2 [==============================] - 0s 13ms/step >23, 27/693, d1=0.589, d2=0.413 g=2.075 2/2 [==============================] - 0s 12ms/step >23, 28/693, d1=0.463, d2=0.474 g=2.280 2/2 [==============================] - 0s 12ms/step >23, 29/693, d1=0.303, d2=0.483 g=2.218 2/2 [==============================] - 0s 12ms/step >23, 30/693, d1=0.606, d2=0.368 g=2.509 2/2 [==============================] - 0s 13ms/step >23, 31/693, d1=0.536, d2=0.470 g=2.562 2/2 [==============================] - 0s 12ms/step >23, 32/693, d1=0.423, d2=0.366 g=1.951 2/2 [==============================] - 0s 12ms/step >23, 33/693, d1=0.395, d2=0.494 g=2.399 2/2 [==============================] - 0s 12ms/step >23, 34/693, d1=0.478, d2=0.317 g=2.485 2/2 [==============================] - 0s 12ms/step >23, 35/693, d1=0.453, d2=0.336 g=2.509 2/2 [==============================] - 0s 11ms/step >23, 36/693, d1=0.537, d2=0.398 g=2.019 2/2 [==============================] - 0s 12ms/step >23, 37/693, d1=0.284, d2=0.528 g=2.140 2/2 [==============================] - 0s 13ms/step >23, 38/693, d1=0.405, d2=0.366 g=2.459 2/2 [==============================] - 0s 12ms/step >23, 39/693, d1=0.582, d2=0.338 g=2.463 2/2 [==============================] - 0s 13ms/step >23, 40/693, d1=0.494, d2=0.392 g=2.113 2/2 [==============================] - 0s 12ms/step >23, 41/693, d1=0.401, d2=0.442 g=2.110 2/2 [==============================] - 0s 12ms/step >23, 42/693, d1=0.322, d2=0.527 g=2.643 2/2 [==============================] - 0s 12ms/step >23, 43/693, d1=0.378, d2=0.419 g=2.394 2/2 [==============================] - 0s 12ms/step >23, 44/693, d1=0.496, d2=0.264 g=2.332 2/2 [==============================] - 0s 12ms/step >23, 45/693, d1=0.532, d2=0.461 g=2.528 2/2 [==============================] - 0s 11ms/step >23, 46/693, d1=0.491, d2=0.382 g=2.713 2/2 [==============================] - 0s 11ms/step >23, 47/693, d1=0.433, d2=0.450 g=2.396 2/2 [==============================] - 0s 11ms/step >23, 48/693, d1=0.375, d2=0.333 g=2.879 2/2 [==============================] - 0s 12ms/step >23, 49/693, d1=0.510, d2=0.399 g=2.725 2/2 [==============================] - 0s 11ms/step >23, 50/693, d1=0.323, d2=0.462 g=2.467 2/2 [==============================] - 0s 11ms/step >23, 51/693, d1=0.543, d2=0.490 g=2.595 2/2 [==============================] - 0s 11ms/step >23, 52/693, d1=0.493, d2=0.423 g=2.287 2/2 [==============================] - 0s 12ms/step >23, 53/693, d1=0.524, d2=0.477 g=2.225 2/2 [==============================] - 0s 11ms/step >23, 54/693, d1=0.384, d2=0.420 g=2.255 2/2 [==============================] - 0s 11ms/step >23, 55/693, d1=0.527, d2=0.344 g=2.648 2/2 [==============================] - 0s 13ms/step >23, 56/693, d1=0.358, d2=0.351 g=2.455 2/2 [==============================] - 0s 13ms/step >23, 57/693, d1=0.415, d2=0.247 g=2.936 2/2 [==============================] - 0s 11ms/step >23, 58/693, d1=0.470, d2=0.521 g=2.935 2/2 [==============================] - 0s 12ms/step >23, 59/693, d1=0.435, d2=0.386 g=1.970 2/2 [==============================] - 0s 11ms/step >23, 60/693, d1=0.365, d2=0.513 g=3.109 2/2 [==============================] - 0s 12ms/step >23, 61/693, d1=0.503, d2=0.357 g=2.269 2/2 [==============================] - 0s 11ms/step >23, 62/693, d1=0.471, d2=0.291 g=2.025 2/2 [==============================] - 0s 12ms/step >23, 63/693, d1=0.386, d2=0.376 g=2.280 2/2 [==============================] - 0s 11ms/step >23, 64/693, d1=0.461, d2=0.342 g=3.049 2/2 [==============================] - 0s 12ms/step >23, 65/693, d1=0.426, d2=0.413 g=2.618 2/2 [==============================] - 0s 13ms/step >23, 66/693, d1=0.469, d2=0.403 g=2.207 2/2 [==============================] - 0s 11ms/step >23, 67/693, d1=0.385, d2=0.409 g=2.361 2/2 [==============================] - 0s 12ms/step >23, 68/693, d1=0.446, d2=0.444 g=2.591 2/2 [==============================] - 0s 11ms/step >23, 69/693, d1=0.349, d2=0.353 g=2.892 2/2 [==============================] - 0s 12ms/step >23, 70/693, d1=0.687, d2=0.420 g=2.521 2/2 [==============================] - 0s 12ms/step >23, 71/693, d1=0.362, d2=0.384 g=2.607 2/2 [==============================] - 0s 12ms/step >23, 72/693, d1=0.575, d2=0.441 g=2.667 2/2 [==============================] - 0s 12ms/step >23, 73/693, d1=0.336, d2=0.298 g=2.097 2/2 [==============================] - 0s 12ms/step >23, 74/693, d1=0.616, d2=0.503 g=2.303 2/2 [==============================] - 0s 12ms/step >23, 75/693, d1=0.417, d2=0.459 g=1.936 2/2 [==============================] - 0s 11ms/step >23, 76/693, d1=0.417, d2=0.463 g=2.453 2/2 [==============================] - 0s 12ms/step >23, 77/693, d1=0.388, d2=0.503 g=2.711 2/2 [==============================] - 0s 13ms/step >23, 78/693, d1=0.688, d2=0.224 g=1.922 2/2 [==============================] - 0s 12ms/step >23, 79/693, d1=0.412, d2=0.522 g=1.959 2/2 [==============================] - 0s 12ms/step >23, 80/693, d1=0.380, d2=0.415 g=2.960 2/2 [==============================] - 0s 11ms/step >23, 81/693, d1=0.531, d2=0.503 g=2.104 2/2 [==============================] - 0s 14ms/step >23, 82/693, d1=0.426, d2=0.600 g=2.401 2/2 [==============================] - 0s 15ms/step >23, 83/693, d1=0.415, d2=0.316 g=2.676 2/2 [==============================] - 0s 11ms/step >23, 84/693, d1=0.405, d2=0.448 g=2.211 2/2 [==============================] - 0s 12ms/step >23, 85/693, d1=0.460, d2=0.396 g=2.264 2/2 [==============================] - 0s 13ms/step >23, 86/693, d1=0.517, d2=0.417 g=2.189 2/2 [==============================] - 0s 12ms/step >23, 87/693, d1=0.412, d2=0.497 g=2.230 2/2 [==============================] - 0s 12ms/step >23, 88/693, d1=0.503, d2=0.416 g=2.532 2/2 [==============================] - 0s 12ms/step >23, 89/693, d1=0.441, d2=0.365 g=2.357 2/2 [==============================] - 0s 12ms/step >23, 90/693, d1=0.538, d2=0.373 g=2.271 2/2 [==============================] - 0s 11ms/step >23, 91/693, d1=0.542, d2=0.444 g=2.115 2/2 [==============================] - 0s 13ms/step >23, 92/693, d1=0.392, d2=0.353 g=2.738 2/2 [==============================] - 0s 11ms/step >23, 93/693, d1=0.317, d2=0.405 g=2.365 2/2 [==============================] - 0s 11ms/step >23, 94/693, d1=0.454, d2=0.362 g=2.593 2/2 [==============================] - 0s 12ms/step >23, 95/693, d1=0.435, d2=0.457 g=2.643 2/2 [==============================] - 0s 12ms/step >23, 96/693, d1=0.446, d2=0.314 g=2.099 2/2 [==============================] - 0s 12ms/step >23, 97/693, d1=0.378, d2=0.427 g=2.535 2/2 [==============================] - 0s 11ms/step >23, 98/693, d1=0.541, d2=0.634 g=2.566 2/2 [==============================] - 0s 12ms/step >23, 99/693, d1=0.523, d2=0.384 g=2.216 2/2 [==============================] - 0s 15ms/step >23, 100/693, d1=0.500, d2=0.434 g=2.140 2/2 [==============================] - 0s 11ms/step >23, 101/693, d1=0.461, d2=0.483 g=2.331 2/2 [==============================] - 0s 12ms/step >23, 102/693, d1=0.418, d2=0.363 g=2.726 2/2 [==============================] - 0s 11ms/step >23, 103/693, d1=0.389, d2=0.325 g=1.990 2/2 [==============================] - 0s 12ms/step >23, 104/693, d1=0.433, d2=0.482 g=2.160 2/2 [==============================] - 0s 12ms/step >23, 105/693, d1=0.464, d2=0.365 g=2.080 2/2 [==============================] - 0s 11ms/step >23, 106/693, d1=0.517, d2=0.354 g=1.974 2/2 [==============================] - 0s 12ms/step >23, 107/693, d1=0.316, d2=0.602 g=2.393 2/2 [==============================] - 0s 12ms/step >23, 108/693, d1=0.570, d2=0.367 g=2.555 2/2 [==============================] - 0s 11ms/step >23, 109/693, d1=0.510, d2=0.418 g=2.262 2/2 [==============================] - 0s 11ms/step >23, 110/693, d1=0.472, d2=0.365 g=2.926 2/2 [==============================] - 0s 12ms/step >23, 111/693, d1=0.595, d2=0.348 g=2.365 2/2 [==============================] - 0s 12ms/step >23, 112/693, d1=0.480, d2=0.431 g=2.094 2/2 [==============================] - 0s 12ms/step >23, 113/693, d1=0.469, d2=0.448 g=1.866 2/2 [==============================] - 0s 12ms/step >23, 114/693, d1=0.463, d2=0.485 g=2.525 2/2 [==============================] - 0s 12ms/step >23, 115/693, d1=0.475, d2=0.336 g=2.062 2/2 [==============================] - 0s 12ms/step >23, 116/693, d1=0.416, d2=0.359 g=2.199 2/2 [==============================] - 0s 11ms/step >23, 117/693, d1=0.480, d2=0.482 g=2.016 2/2 [==============================] - 0s 12ms/step >23, 118/693, d1=0.296, d2=0.378 g=2.393 2/2 [==============================] - 0s 12ms/step >23, 119/693, d1=0.466, d2=0.309 g=2.214 2/2 [==============================] - 0s 12ms/step >23, 120/693, d1=0.526, d2=0.370 g=2.340 2/2 [==============================] - 0s 11ms/step >23, 121/693, d1=0.452, d2=0.473 g=2.494 2/2 [==============================] - 0s 12ms/step >23, 122/693, d1=0.279, d2=0.472 g=2.637 2/2 [==============================] - 0s 12ms/step >23, 123/693, d1=0.568, d2=0.292 g=2.309 2/2 [==============================] - 0s 12ms/step >23, 124/693, d1=0.426, d2=0.404 g=2.675 2/2 [==============================] - 0s 11ms/step >23, 125/693, d1=0.394, d2=0.548 g=2.673 2/2 [==============================] - 0s 12ms/step >23, 126/693, d1=0.548, d2=0.350 g=2.234 2/2 [==============================] - 0s 12ms/step >23, 127/693, d1=0.606, d2=0.478 g=2.189 2/2 [==============================] - 0s 13ms/step >23, 128/693, d1=0.388, d2=0.489 g=2.199 2/2 [==============================] - 0s 11ms/step >23, 129/693, d1=0.480, d2=0.353 g=2.310 2/2 [==============================] - 0s 12ms/step >23, 130/693, d1=0.544, d2=0.403 g=1.904 2/2 [==============================] - 0s 11ms/step >23, 131/693, d1=0.606, d2=0.457 g=2.401 2/2 [==============================] - 0s 12ms/step >23, 132/693, d1=0.392, d2=0.439 g=1.978 2/2 [==============================] - 0s 11ms/step >23, 133/693, d1=0.455, d2=0.392 g=2.072 2/2 [==============================] - 0s 12ms/step >23, 134/693, d1=0.447, d2=0.478 g=1.924 2/2 [==============================] - 0s 11ms/step >23, 135/693, d1=0.498, d2=0.443 g=2.638 2/2 [==============================] - 0s 12ms/step >23, 136/693, d1=0.503, d2=0.444 g=2.767 2/2 [==============================] - 0s 12ms/step >23, 137/693, d1=0.429, d2=0.490 g=2.040 2/2 [==============================] - 0s 13ms/step >23, 138/693, d1=0.407, d2=0.303 g=2.340 2/2 [==============================] - 0s 12ms/step >23, 139/693, d1=0.522, d2=0.397 g=2.171 2/2 [==============================] - 0s 13ms/step >23, 140/693, d1=0.372, d2=0.511 g=2.452 2/2 [==============================] - 0s 11ms/step >23, 141/693, d1=0.451, d2=0.512 g=2.266 2/2 [==============================] - 0s 13ms/step >23, 142/693, d1=0.452, d2=0.513 g=2.434 2/2 [==============================] - 0s 11ms/step >23, 143/693, d1=0.501, d2=0.424 g=2.227 2/2 [==============================] - 0s 11ms/step >23, 144/693, d1=0.398, d2=0.361 g=2.080 2/2 [==============================] - 0s 12ms/step >23, 145/693, d1=0.367, d2=0.420 g=2.647 2/2 [==============================] - 0s 11ms/step >23, 146/693, d1=0.472, d2=0.386 g=2.469 2/2 [==============================] - 0s 12ms/step >23, 147/693, d1=0.460, d2=0.339 g=2.120 2/2 [==============================] - 0s 12ms/step >23, 148/693, d1=0.457, d2=0.388 g=2.820 2/2 [==============================] - 0s 11ms/step >23, 149/693, d1=0.435, d2=0.348 g=2.574 2/2 [==============================] - 0s 12ms/step >23, 150/693, d1=0.501, d2=0.377 g=2.941 2/2 [==============================] - 0s 11ms/step >23, 151/693, d1=0.607, d2=0.408 g=2.217 2/2 [==============================] - 0s 11ms/step >23, 152/693, d1=0.442, d2=0.433 g=2.906 2/2 [==============================] - 0s 13ms/step >23, 153/693, d1=0.490, d2=0.504 g=1.825 2/2 [==============================] - 0s 12ms/step >23, 154/693, d1=0.458, d2=0.366 g=2.444 2/2 [==============================] - 0s 12ms/step >23, 155/693, d1=0.444, d2=0.389 g=2.372 2/2 [==============================] - 0s 12ms/step >23, 156/693, d1=0.438, d2=0.324 g=2.139 2/2 [==============================] - 0s 12ms/step >23, 157/693, d1=0.393, d2=0.622 g=1.799 2/2 [==============================] - 0s 12ms/step >23, 158/693, d1=0.410, d2=0.451 g=2.543 2/2 [==============================] - 0s 12ms/step >23, 159/693, d1=0.545, d2=0.306 g=2.394 2/2 [==============================] - 0s 10ms/step >23, 160/693, d1=0.340, d2=0.467 g=2.055 2/2 [==============================] - 0s 12ms/step >23, 161/693, d1=0.434, d2=0.355 g=3.204 2/2 [==============================] - 0s 12ms/step >23, 162/693, d1=0.438, d2=0.353 g=2.168 2/2 [==============================] - 0s 11ms/step >23, 163/693, d1=0.482, d2=0.428 g=2.715 2/2 [==============================] - 0s 12ms/step >23, 164/693, d1=0.337, d2=0.397 g=3.116 2/2 [==============================] - 0s 11ms/step >23, 165/693, d1=0.430, d2=0.444 g=2.809 2/2 [==============================] - 0s 11ms/step >23, 166/693, d1=0.538, d2=0.348 g=2.166 2/2 [==============================] - 0s 12ms/step >23, 167/693, d1=0.365, d2=0.347 g=2.530 2/2 [==============================] - 0s 11ms/step >23, 168/693, d1=0.484, d2=0.496 g=2.493 2/2 [==============================] - 0s 12ms/step >23, 169/693, d1=0.440, d2=0.357 g=3.017 2/2 [==============================] - 0s 13ms/step >23, 170/693, d1=0.414, d2=0.313 g=2.510 2/2 [==============================] - 0s 11ms/step >23, 171/693, d1=0.538, d2=0.361 g=2.153 2/2 [==============================] - 0s 11ms/step >23, 172/693, d1=0.474, d2=0.528 g=2.363 2/2 [==============================] - 0s 13ms/step >23, 173/693, d1=0.401, d2=0.416 g=1.922 2/2 [==============================] - 0s 12ms/step >23, 174/693, d1=0.471, d2=0.401 g=2.389 2/2 [==============================] - 0s 11ms/step >23, 175/693, d1=0.440, d2=0.411 g=2.631 2/2 [==============================] - 0s 11ms/step >23, 176/693, d1=0.532, d2=0.351 g=1.906 2/2 [==============================] - 0s 11ms/step >23, 177/693, d1=0.550, d2=0.468 g=2.127 2/2 [==============================] - 0s 11ms/step >23, 178/693, d1=0.363, d2=0.372 g=1.920 2/2 [==============================] - 0s 12ms/step >23, 179/693, d1=0.392, d2=0.480 g=2.711 2/2 [==============================] - 0s 12ms/step >23, 180/693, d1=0.462, d2=0.361 g=2.555 2/2 [==============================] - 0s 11ms/step >23, 181/693, d1=0.491, d2=0.459 g=2.135 2/2 [==============================] - 0s 12ms/step >23, 182/693, d1=0.461, d2=0.474 g=2.335 2/2 [==============================] - 0s 12ms/step >23, 183/693, d1=0.364, d2=0.345 g=2.576 2/2 [==============================] - 0s 12ms/step >23, 184/693, d1=0.411, d2=0.365 g=2.792 2/2 [==============================] - 0s 11ms/step >23, 185/693, d1=0.563, d2=0.448 g=2.279 2/2 [==============================] - 0s 12ms/step >23, 186/693, d1=0.371, d2=0.430 g=2.436 2/2 [==============================] - 0s 11ms/step >23, 187/693, d1=0.504, d2=0.447 g=2.842 2/2 [==============================] - 0s 12ms/step >23, 188/693, d1=0.462, d2=0.447 g=2.250 2/2 [==============================] - 0s 12ms/step >23, 189/693, d1=0.485, d2=0.397 g=2.116 2/2 [==============================] - 0s 12ms/step >23, 190/693, d1=0.295, d2=0.363 g=1.917 2/2 [==============================] - 0s 11ms/step >23, 191/693, d1=0.538, d2=0.331 g=2.114 2/2 [==============================] - 0s 12ms/step >23, 192/693, d1=0.374, d2=0.541 g=2.421 2/2 [==============================] - 0s 11ms/step >23, 193/693, d1=0.422, d2=0.371 g=2.280 2/2 [==============================] - 0s 11ms/step >23, 194/693, d1=0.548, d2=0.367 g=2.755 2/2 [==============================] - 0s 11ms/step >23, 195/693, d1=0.317, d2=0.463 g=2.121 2/2 [==============================] - 0s 12ms/step >23, 196/693, d1=0.465, d2=0.450 g=2.508 2/2 [==============================] - 0s 11ms/step >23, 197/693, d1=0.497, d2=0.373 g=3.420 2/2 [==============================] - 0s 12ms/step >23, 198/693, d1=0.513, d2=0.421 g=3.022 2/2 [==============================] - 0s 12ms/step >23, 199/693, d1=0.570, d2=0.531 g=3.098 2/2 [==============================] - 0s 11ms/step >23, 200/693, d1=0.401, d2=0.460 g=3.413 2/2 [==============================] - 0s 12ms/step >23, 201/693, d1=0.532, d2=0.349 g=2.472 2/2 [==============================] - 0s 12ms/step >23, 202/693, d1=0.321, d2=0.420 g=1.962 2/2 [==============================] - 0s 12ms/step >23, 203/693, d1=0.412, d2=0.429 g=2.373 2/2 [==============================] - 0s 11ms/step >23, 204/693, d1=0.400, d2=0.377 g=2.039 2/2 [==============================] - 0s 12ms/step >23, 205/693, d1=0.467, d2=0.461 g=2.123 2/2 [==============================] - 0s 11ms/step >23, 206/693, d1=0.383, d2=0.381 g=2.825 2/2 [==============================] - 0s 11ms/step >23, 207/693, d1=0.427, d2=0.449 g=3.151 2/2 [==============================] - 0s 13ms/step >23, 208/693, d1=0.454, d2=0.430 g=2.736 2/2 [==============================] - 0s 12ms/step >23, 209/693, d1=0.517, d2=0.410 g=2.203 2/2 [==============================] - 0s 12ms/step >23, 210/693, d1=0.628, d2=0.431 g=1.619 2/2 [==============================] - 0s 12ms/step >23, 211/693, d1=0.277, d2=0.476 g=3.171 2/2 [==============================] - 0s 11ms/step >23, 212/693, d1=0.583, d2=0.422 g=2.870 2/2 [==============================] - 0s 11ms/step >23, 213/693, d1=0.552, d2=0.417 g=2.140 2/2 [==============================] - 0s 11ms/step >23, 214/693, d1=0.491, d2=0.398 g=2.722 2/2 [==============================] - 0s 12ms/step >23, 215/693, d1=0.354, d2=0.387 g=2.422 2/2 [==============================] - 0s 11ms/step >23, 216/693, d1=0.466, d2=0.457 g=2.333 2/2 [==============================] - 0s 13ms/step >23, 217/693, d1=0.555, d2=0.417 g=2.433 2/2 [==============================] - 0s 11ms/step >23, 218/693, d1=0.543, d2=0.445 g=2.445 2/2 [==============================] - 0s 11ms/step >23, 219/693, d1=0.362, d2=0.405 g=2.517 2/2 [==============================] - 0s 11ms/step >23, 220/693, d1=0.561, d2=0.373 g=2.608 2/2 [==============================] - 0s 11ms/step >23, 221/693, d1=0.472, d2=0.483 g=2.084 2/2 [==============================] - 0s 12ms/step >23, 222/693, d1=0.353, d2=0.437 g=2.400 2/2 [==============================] - 0s 11ms/step >23, 223/693, d1=0.373, d2=0.400 g=2.140 2/2 [==============================] - 0s 11ms/step >23, 224/693, d1=0.610, d2=0.372 g=2.625 2/2 [==============================] - 0s 15ms/step >23, 225/693, d1=0.379, d2=0.375 g=1.975 2/2 [==============================] - 0s 11ms/step >23, 226/693, d1=0.454, d2=0.493 g=2.158 2/2 [==============================] - 0s 11ms/step >23, 227/693, d1=0.383, d2=0.325 g=2.030 2/2 [==============================] - 0s 12ms/step >23, 228/693, d1=0.333, d2=0.350 g=2.748 2/2 [==============================] - 0s 12ms/step >23, 229/693, d1=0.493, d2=0.364 g=2.461 2/2 [==============================] - 0s 12ms/step >23, 230/693, d1=0.373, d2=0.388 g=2.676 2/2 [==============================] - 0s 11ms/step >23, 231/693, d1=0.546, d2=0.456 g=3.154 2/2 [==============================] - 0s 14ms/step >23, 232/693, d1=0.515, d2=0.475 g=2.355 2/2 [==============================] - 0s 12ms/step >23, 233/693, d1=0.530, d2=0.378 g=2.288 2/2 [==============================] - 0s 12ms/step >23, 234/693, d1=0.334, d2=0.555 g=2.758 2/2 [==============================] - 0s 13ms/step >23, 235/693, d1=0.523, d2=0.452 g=2.037 2/2 [==============================] - 0s 13ms/step >23, 236/693, d1=0.524, d2=0.337 g=2.870 2/2 [==============================] - 0s 12ms/step >23, 237/693, d1=0.397, d2=0.412 g=2.004 2/2 [==============================] - 0s 14ms/step >23, 238/693, d1=0.467, d2=0.463 g=2.155 2/2 [==============================] - 0s 11ms/step >23, 239/693, d1=0.364, d2=0.406 g=2.225 2/2 [==============================] - 0s 11ms/step >23, 240/693, d1=0.548, d2=0.346 g=2.833 2/2 [==============================] - 0s 11ms/step >23, 241/693, d1=0.274, d2=0.505 g=2.848 2/2 [==============================] - 0s 11ms/step >23, 242/693, d1=0.367, d2=0.329 g=3.355 2/2 [==============================] - 0s 12ms/step >23, 243/693, d1=0.411, d2=0.313 g=2.969 2/2 [==============================] - 0s 12ms/step >23, 244/693, d1=0.478, d2=0.354 g=2.970 2/2 [==============================] - 0s 12ms/step >23, 245/693, d1=0.373, d2=0.392 g=2.384 2/2 [==============================] - 0s 15ms/step >23, 246/693, d1=0.331, d2=0.393 g=2.308 2/2 [==============================] - 0s 11ms/step >23, 247/693, d1=0.520, d2=0.396 g=2.012 2/2 [==============================] - 0s 12ms/step >23, 248/693, d1=0.374, d2=0.397 g=3.180 2/2 [==============================] - 0s 12ms/step >23, 249/693, d1=0.436, d2=0.393 g=2.716 2/2 [==============================] - 0s 11ms/step >23, 250/693, d1=0.509, d2=0.398 g=2.872 2/2 [==============================] - 0s 11ms/step >23, 251/693, d1=0.534, d2=0.399 g=2.415 2/2 [==============================] - 0s 12ms/step >23, 252/693, d1=0.537, d2=0.450 g=2.538 2/2 [==============================] - 0s 12ms/step >23, 253/693, d1=0.523, d2=0.507 g=2.057 2/2 [==============================] - 0s 11ms/step >23, 254/693, d1=0.452, d2=0.430 g=2.497 2/2 [==============================] - 0s 12ms/step >23, 255/693, d1=0.515, d2=0.363 g=2.255 2/2 [==============================] - 0s 12ms/step >23, 256/693, d1=0.571, d2=0.570 g=2.379 2/2 [==============================] - 0s 12ms/step >23, 257/693, d1=0.385, d2=0.384 g=2.177 2/2 [==============================] - 0s 12ms/step >23, 258/693, d1=0.422, d2=0.459 g=1.709 2/2 [==============================] - 0s 12ms/step >23, 259/693, d1=0.447, d2=0.358 g=1.915 2/2 [==============================] - 0s 12ms/step >23, 260/693, d1=0.397, d2=0.484 g=2.468 2/2 [==============================] - 0s 12ms/step >23, 261/693, d1=0.425, d2=0.445 g=2.572 2/2 [==============================] - 0s 12ms/step >23, 262/693, d1=0.598, d2=0.312 g=2.363 2/2 [==============================] - 0s 12ms/step >23, 263/693, d1=0.434, d2=0.488 g=2.343 2/2 [==============================] - 0s 12ms/step >23, 264/693, d1=0.417, d2=0.362 g=1.805 2/2 [==============================] - 0s 13ms/step >23, 265/693, d1=0.564, d2=0.405 g=1.810 2/2 [==============================] - 0s 12ms/step >23, 266/693, d1=0.423, d2=0.311 g=2.258 2/2 [==============================] - 0s 11ms/step >23, 267/693, d1=0.370, d2=0.478 g=2.897 2/2 [==============================] - 0s 12ms/step >23, 268/693, d1=0.457, d2=0.395 g=2.463 2/2 [==============================] - 0s 12ms/step >23, 269/693, d1=0.422, d2=0.431 g=2.437 2/2 [==============================] - 0s 11ms/step >23, 270/693, d1=0.381, d2=0.282 g=2.721 2/2 [==============================] - 0s 12ms/step >23, 271/693, d1=0.417, d2=0.401 g=1.914 2/2 [==============================] - 0s 12ms/step >23, 272/693, d1=0.498, d2=0.402 g=2.673 2/2 [==============================] - 0s 13ms/step >23, 273/693, d1=0.420, d2=0.466 g=2.256 2/2 [==============================] - 0s 12ms/step >23, 274/693, d1=0.524, d2=0.422 g=2.281 2/2 [==============================] - 0s 12ms/step >23, 275/693, d1=0.342, d2=0.351 g=2.548 2/2 [==============================] - 0s 14ms/step >23, 276/693, d1=0.335, d2=0.441 g=2.272 2/2 [==============================] - 0s 13ms/step >23, 277/693, d1=0.467, d2=0.342 g=2.092 2/2 [==============================] - 0s 11ms/step >23, 278/693, d1=0.563, d2=0.368 g=2.290 2/2 [==============================] - 0s 12ms/step >23, 279/693, d1=0.364, d2=0.596 g=2.221 2/2 [==============================] - 0s 11ms/step >23, 280/693, d1=0.342, d2=0.372 g=2.459 2/2 [==============================] - 0s 11ms/step >23, 281/693, d1=0.514, d2=0.395 g=2.155 2/2 [==============================] - 0s 11ms/step >23, 282/693, d1=0.404, d2=0.402 g=2.139 2/2 [==============================] - 0s 12ms/step >23, 283/693, d1=0.456, d2=0.499 g=2.513 2/2 [==============================] - 0s 11ms/step >23, 284/693, d1=0.402, d2=0.394 g=2.721 2/2 [==============================] - 0s 14ms/step >23, 285/693, d1=0.611, d2=0.373 g=3.364 2/2 [==============================] - 0s 11ms/step >23, 286/693, d1=0.567, d2=0.388 g=2.616 2/2 [==============================] - 0s 12ms/step >23, 287/693, d1=0.414, d2=0.484 g=2.659 2/2 [==============================] - 0s 13ms/step >23, 288/693, d1=0.536, d2=0.455 g=2.992 2/2 [==============================] - 0s 13ms/step >23, 289/693, d1=0.357, d2=0.399 g=2.596 2/2 [==============================] - 0s 11ms/step >23, 290/693, d1=0.413, d2=0.378 g=2.576 2/2 [==============================] - 0s 12ms/step >23, 291/693, d1=0.456, d2=0.436 g=3.109 2/2 [==============================] - 0s 13ms/step >23, 292/693, d1=0.469, d2=0.355 g=2.282 2/2 [==============================] - 0s 12ms/step >23, 293/693, d1=0.350, d2=0.318 g=2.454 2/2 [==============================] - 0s 12ms/step >23, 294/693, d1=0.469, d2=0.424 g=2.229 2/2 [==============================] - 0s 13ms/step >23, 295/693, d1=0.318, d2=0.326 g=2.900 2/2 [==============================] - 0s 11ms/step >23, 296/693, d1=0.524, d2=0.386 g=2.278 2/2 [==============================] - 0s 11ms/step >23, 297/693, d1=0.301, d2=0.489 g=2.615 2/2 [==============================] - 0s 11ms/step >23, 298/693, d1=0.386, d2=0.354 g=2.361 2/2 [==============================] - 0s 12ms/step >23, 299/693, d1=0.558, d2=0.457 g=2.489 2/2 [==============================] - 0s 12ms/step >23, 300/693, d1=0.360, d2=0.473 g=2.003 2/2 [==============================] - 0s 11ms/step >23, 301/693, d1=0.535, d2=0.365 g=2.222 2/2 [==============================] - 0s 12ms/step >23, 302/693, d1=0.439, d2=0.404 g=2.463 2/2 [==============================] - 0s 12ms/step >23, 303/693, d1=0.414, d2=0.484 g=2.906 2/2 [==============================] - 0s 11ms/step >23, 304/693, d1=0.418, d2=0.474 g=2.429 2/2 [==============================] - 0s 11ms/step >23, 305/693, d1=0.633, d2=0.437 g=2.135 2/2 [==============================] - 0s 14ms/step >23, 306/693, d1=0.445, d2=0.467 g=2.365 2/2 [==============================] - 0s 12ms/step >23, 307/693, d1=0.377, d2=0.443 g=2.582 2/2 [==============================] - 0s 12ms/step >23, 308/693, d1=0.407, d2=0.282 g=2.588 2/2 [==============================] - 0s 12ms/step >23, 309/693, d1=0.471, d2=0.404 g=2.501 2/2 [==============================] - 0s 13ms/step >23, 310/693, d1=0.594, d2=0.435 g=2.187 2/2 [==============================] - 0s 12ms/step >23, 311/693, d1=0.384, d2=0.481 g=2.305 2/2 [==============================] - 0s 12ms/step >23, 312/693, d1=0.422, d2=0.372 g=2.329 2/2 [==============================] - 0s 12ms/step >23, 313/693, d1=0.491, d2=0.409 g=2.222 2/2 [==============================] - 0s 13ms/step >23, 314/693, d1=0.379, d2=0.319 g=2.498 2/2 [==============================] - 0s 12ms/step >23, 315/693, d1=0.556, d2=0.432 g=2.011 2/2 [==============================] - 0s 12ms/step >23, 316/693, d1=0.517, d2=0.410 g=2.402 2/2 [==============================] - 0s 12ms/step >23, 317/693, d1=0.445, d2=0.456 g=2.330 2/2 [==============================] - 0s 11ms/step >23, 318/693, d1=0.474, d2=0.549 g=2.994 2/2 [==============================] - 0s 11ms/step >23, 319/693, d1=0.518, d2=0.298 g=2.098 2/2 [==============================] - 0s 12ms/step >23, 320/693, d1=0.391, d2=0.392 g=2.829 2/2 [==============================] - 0s 13ms/step >23, 321/693, d1=0.519, d2=0.369 g=2.161 2/2 [==============================] - 0s 11ms/step >23, 322/693, d1=0.411, d2=0.461 g=2.678 2/2 [==============================] - 0s 13ms/step >23, 323/693, d1=0.449, d2=0.455 g=2.197 2/2 [==============================] - 0s 12ms/step >23, 324/693, d1=0.476, d2=0.394 g=2.165 2/2 [==============================] - 0s 13ms/step >23, 325/693, d1=0.377, d2=0.442 g=2.115 2/2 [==============================] - 0s 11ms/step >23, 326/693, d1=0.652, d2=0.431 g=2.313 2/2 [==============================] - 0s 14ms/step >23, 327/693, d1=0.386, d2=0.386 g=2.275 2/2 [==============================] - 0s 13ms/step >23, 328/693, d1=0.459, d2=0.383 g=2.164 2/2 [==============================] - 0s 12ms/step >23, 329/693, d1=0.414, d2=0.463 g=2.277 2/2 [==============================] - 0s 13ms/step >23, 330/693, d1=0.580, d2=0.449 g=2.221 2/2 [==============================] - 0s 12ms/step >23, 331/693, d1=0.423, d2=0.351 g=2.330 2/2 [==============================] - 0s 12ms/step >23, 332/693, d1=0.306, d2=0.370 g=2.549 2/2 [==============================] - 0s 12ms/step >23, 333/693, d1=0.452, d2=0.482 g=2.579 2/2 [==============================] - 0s 11ms/step >23, 334/693, d1=0.488, d2=0.347 g=2.471 2/2 [==============================] - 0s 13ms/step >23, 335/693, d1=0.425, d2=0.337 g=2.342 2/2 [==============================] - 0s 12ms/step >23, 336/693, d1=0.387, d2=0.413 g=2.270 2/2 [==============================] - 0s 13ms/step >23, 337/693, d1=0.369, d2=0.371 g=2.529 2/2 [==============================] - 0s 13ms/step >23, 338/693, d1=0.380, d2=0.342 g=2.293 2/2 [==============================] - 0s 12ms/step >23, 339/693, d1=0.614, d2=0.519 g=2.312 2/2 [==============================] - 0s 11ms/step >23, 340/693, d1=0.331, d2=0.516 g=2.374 2/2 [==============================] - 0s 12ms/step >23, 341/693, d1=0.445, d2=0.353 g=2.295 2/2 [==============================] - 0s 12ms/step >23, 342/693, d1=0.377, d2=0.442 g=2.799 2/2 [==============================] - 0s 12ms/step >23, 343/693, d1=0.471, d2=0.405 g=2.330 2/2 [==============================] - 0s 12ms/step >23, 344/693, d1=0.424, d2=0.562 g=2.226 2/2 [==============================] - 0s 12ms/step >23, 345/693, d1=0.417, d2=0.320 g=2.580 2/2 [==============================] - 0s 12ms/step >23, 346/693, d1=0.529, d2=0.497 g=2.152 2/2 [==============================] - 0s 11ms/step >23, 347/693, d1=0.487, d2=0.353 g=2.703 2/2 [==============================] - 0s 11ms/step >23, 348/693, d1=0.529, d2=0.410 g=2.439 2/2 [==============================] - 0s 12ms/step >23, 349/693, d1=0.333, d2=0.452 g=2.642 2/2 [==============================] - 0s 11ms/step >23, 350/693, d1=0.563, d2=0.331 g=2.667 2/2 [==============================] - 0s 11ms/step >23, 351/693, d1=0.620, d2=0.484 g=2.125 2/2 [==============================] - 0s 12ms/step >23, 352/693, d1=0.314, d2=0.632 g=2.502 2/2 [==============================] - 0s 11ms/step >23, 353/693, d1=0.489, d2=0.252 g=3.220 2/2 [==============================] - 0s 12ms/step >23, 354/693, d1=0.488, d2=0.359 g=2.946 2/2 [==============================] - 0s 13ms/step >23, 355/693, d1=0.478, d2=0.327 g=2.398 2/2 [==============================] - 0s 12ms/step >23, 356/693, d1=0.336, d2=0.444 g=2.801 2/2 [==============================] - 0s 12ms/step >23, 357/693, d1=0.417, d2=0.362 g=2.558 2/2 [==============================] - 0s 11ms/step >23, 358/693, d1=0.503, d2=0.384 g=2.315 2/2 [==============================] - 0s 12ms/step >23, 359/693, d1=0.388, d2=0.379 g=3.525 2/2 [==============================] - 0s 12ms/step >23, 360/693, d1=0.516, d2=0.420 g=3.246 2/2 [==============================] - 0s 12ms/step >23, 361/693, d1=0.324, d2=0.523 g=2.343 2/2 [==============================] - 0s 12ms/step >23, 362/693, d1=0.490, d2=0.464 g=3.094 2/2 [==============================] - 0s 13ms/step >23, 363/693, d1=0.540, d2=0.406 g=2.319 2/2 [==============================] - 0s 12ms/step >23, 364/693, d1=0.420, d2=0.310 g=2.030 2/2 [==============================] - 0s 13ms/step >23, 365/693, d1=0.322, d2=0.398 g=2.523 2/2 [==============================] - 0s 12ms/step >23, 366/693, d1=0.493, d2=0.356 g=3.221 2/2 [==============================] - 0s 11ms/step >23, 367/693, d1=0.410, d2=0.512 g=2.328 2/2 [==============================] - 0s 11ms/step >23, 368/693, d1=0.531, d2=0.342 g=1.919 2/2 [==============================] - 0s 12ms/step >23, 369/693, d1=0.399, d2=0.338 g=2.882 2/2 [==============================] - 0s 11ms/step >23, 370/693, d1=0.553, d2=0.478 g=2.521 2/2 [==============================] - 0s 11ms/step >23, 371/693, d1=0.428, d2=0.358 g=1.911 2/2 [==============================] - 0s 12ms/step >23, 372/693, d1=0.561, d2=0.624 g=2.472 2/2 [==============================] - 0s 12ms/step >23, 373/693, d1=0.346, d2=0.319 g=2.490 2/2 [==============================] - 0s 11ms/step >23, 374/693, d1=0.444, d2=0.294 g=2.171 2/2 [==============================] - 0s 12ms/step >23, 375/693, d1=0.372, d2=0.415 g=2.616 2/2 [==============================] - 0s 12ms/step >23, 376/693, d1=0.461, d2=0.353 g=2.550 2/2 [==============================] - 0s 11ms/step >23, 377/693, d1=0.666, d2=0.604 g=2.289 2/2 [==============================] - 0s 12ms/step >23, 378/693, d1=0.409, d2=0.459 g=2.348 2/2 [==============================] - 0s 13ms/step >23, 379/693, d1=0.517, d2=0.460 g=2.046 2/2 [==============================] - 0s 12ms/step >23, 380/693, d1=0.574, d2=0.451 g=2.120 2/2 [==============================] - 0s 12ms/step >23, 381/693, d1=0.504, d2=0.484 g=2.028 2/2 [==============================] - 0s 12ms/step >23, 382/693, d1=0.367, d2=0.427 g=2.530 2/2 [==============================] - 0s 12ms/step >23, 383/693, d1=0.385, d2=0.342 g=2.216 2/2 [==============================] - 0s 13ms/step >23, 384/693, d1=0.365, d2=0.311 g=2.326 2/2 [==============================] - 0s 14ms/step >23, 385/693, d1=0.505, d2=0.468 g=2.323 2/2 [==============================] - 0s 14ms/step >23, 386/693, d1=0.446, d2=0.494 g=3.069 2/2 [==============================] - 0s 13ms/step >23, 387/693, d1=0.479, d2=0.436 g=2.473 2/2 [==============================] - 0s 13ms/step >23, 388/693, d1=0.435, d2=0.361 g=2.460 2/2 [==============================] - 0s 13ms/step >23, 389/693, d1=0.569, d2=0.455 g=2.245 2/2 [==============================] - 0s 13ms/step >23, 390/693, d1=0.507, d2=0.549 g=2.347 2/2 [==============================] - 0s 13ms/step >23, 391/693, d1=0.415, d2=0.311 g=2.681 2/2 [==============================] - 0s 14ms/step >23, 392/693, d1=0.419, d2=0.318 g=3.140 2/2 [==============================] - 0s 13ms/step >23, 393/693, d1=0.512, d2=0.536 g=2.562 2/2 [==============================] - 0s 14ms/step >23, 394/693, d1=0.469, d2=0.474 g=2.456 2/2 [==============================] - 0s 13ms/step >23, 395/693, d1=0.432, d2=0.381 g=2.634 2/2 [==============================] - 0s 12ms/step >23, 396/693, d1=0.463, d2=0.416 g=2.384 2/2 [==============================] - 0s 14ms/step >23, 397/693, d1=0.613, d2=0.501 g=2.385 2/2 [==============================] - 0s 14ms/step >23, 398/693, d1=0.424, d2=0.384 g=1.675 2/2 [==============================] - 0s 14ms/step >23, 399/693, d1=0.444, d2=0.339 g=2.386 2/2 [==============================] - 0s 13ms/step >23, 400/693, d1=0.314, d2=0.420 g=1.873 2/2 [==============================] - 0s 14ms/step >23, 401/693, d1=0.491, d2=0.470 g=2.446 2/2 [==============================] - 0s 14ms/step >23, 402/693, d1=0.408, d2=0.351 g=2.026 2/2 [==============================] - 0s 13ms/step >23, 403/693, d1=0.349, d2=0.541 g=2.311 2/2 [==============================] - 0s 14ms/step >23, 404/693, d1=0.562, d2=0.396 g=2.554 2/2 [==============================] - 0s 13ms/step >23, 405/693, d1=0.465, d2=0.417 g=2.531 2/2 [==============================] - 0s 13ms/step >23, 406/693, d1=0.489, d2=0.378 g=2.503 2/2 [==============================] - 0s 14ms/step >23, 407/693, d1=0.452, d2=0.395 g=2.561 2/2 [==============================] - 0s 13ms/step >23, 408/693, d1=0.409, d2=0.556 g=2.023 2/2 [==============================] - 0s 14ms/step >23, 409/693, d1=0.490, d2=0.360 g=2.391 2/2 [==============================] - 0s 14ms/step >23, 410/693, d1=0.601, d2=0.352 g=2.486 2/2 [==============================] - 0s 14ms/step >23, 411/693, d1=0.387, d2=0.461 g=2.282 2/2 [==============================] - 0s 14ms/step >23, 412/693, d1=0.399, d2=0.469 g=2.867 2/2 [==============================] - 0s 15ms/step >23, 413/693, d1=0.475, d2=0.418 g=1.898 2/2 [==============================] - 0s 14ms/step >23, 414/693, d1=0.455, d2=0.464 g=2.590 2/2 [==============================] - 0s 14ms/step >23, 415/693, d1=0.494, d2=0.386 g=2.578 2/2 [==============================] - 0s 14ms/step >23, 416/693, d1=0.425, d2=0.363 g=2.118 2/2 [==============================] - 0s 14ms/step >23, 417/693, d1=0.327, d2=0.347 g=2.557 2/2 [==============================] - 0s 13ms/step >23, 418/693, d1=0.549, d2=0.480 g=2.427 2/2 [==============================] - 0s 14ms/step >23, 419/693, d1=0.425, d2=0.482 g=2.417 2/2 [==============================] - 0s 13ms/step >23, 420/693, d1=0.519, d2=0.412 g=2.246 2/2 [==============================] - 0s 13ms/step >23, 421/693, d1=0.490, d2=0.402 g=2.143 2/2 [==============================] - 0s 13ms/step >23, 422/693, d1=0.480, d2=0.482 g=2.650 2/2 [==============================] - 0s 15ms/step >23, 423/693, d1=0.535, d2=0.480 g=1.997 2/2 [==============================] - 0s 12ms/step >23, 424/693, d1=0.526, d2=0.511 g=2.631 2/2 [==============================] - 0s 14ms/step >23, 425/693, d1=0.554, d2=0.458 g=2.516 2/2 [==============================] - 0s 14ms/step >23, 426/693, d1=0.589, d2=0.484 g=2.325 2/2 [==============================] - 0s 14ms/step >23, 427/693, d1=0.496, d2=0.413 g=2.485 2/2 [==============================] - 0s 13ms/step >23, 428/693, d1=0.348, d2=0.440 g=2.103 2/2 [==============================] - 0s 14ms/step >23, 429/693, d1=0.530, d2=0.414 g=2.483 2/2 [==============================] - 0s 12ms/step >23, 430/693, d1=0.475, d2=0.479 g=1.892 2/2 [==============================] - 0s 14ms/step >23, 431/693, d1=0.417, d2=0.495 g=2.155 2/2 [==============================] - 0s 14ms/step >23, 432/693, d1=0.412, d2=0.364 g=1.790 2/2 [==============================] - 0s 14ms/step >23, 433/693, d1=0.519, d2=0.438 g=2.094 2/2 [==============================] - 0s 14ms/step >23, 434/693, d1=0.378, d2=0.438 g=2.292 2/2 [==============================] - 0s 13ms/step >23, 435/693, d1=0.405, d2=0.372 g=2.912 2/2 [==============================] - 0s 14ms/step >23, 436/693, d1=0.556, d2=0.503 g=2.516 2/2 [==============================] - 0s 13ms/step >23, 437/693, d1=0.683, d2=0.380 g=2.333 2/2 [==============================] - 0s 12ms/step >23, 438/693, d1=0.541, d2=0.473 g=2.680 2/2 [==============================] - 0s 12ms/step >23, 439/693, d1=0.457, d2=0.539 g=2.033 2/2 [==============================] - 0s 13ms/step >23, 440/693, d1=0.324, d2=0.295 g=2.198 2/2 [==============================] - 0s 13ms/step >23, 441/693, d1=0.561, d2=0.505 g=2.396 2/2 [==============================] - 0s 12ms/step >23, 442/693, d1=0.469, d2=0.344 g=2.500 2/2 [==============================] - 0s 13ms/step >23, 443/693, d1=0.497, d2=0.497 g=1.912 2/2 [==============================] - 0s 11ms/step >23, 444/693, d1=0.400, d2=0.406 g=2.705 2/2 [==============================] - 0s 14ms/step >23, 445/693, d1=0.517, d2=0.402 g=2.182 2/2 [==============================] - 0s 12ms/step >23, 446/693, d1=0.485, d2=0.320 g=3.010 2/2 [==============================] - 0s 13ms/step >23, 447/693, d1=0.339, d2=0.471 g=2.670 2/2 [==============================] - 0s 12ms/step >23, 448/693, d1=0.506, d2=0.452 g=2.140 2/2 [==============================] - 0s 11ms/step >23, 449/693, d1=0.499, d2=0.419 g=2.345 2/2 [==============================] - 0s 14ms/step >23, 450/693, d1=0.383, d2=0.482 g=2.143 2/2 [==============================] - 0s 14ms/step >23, 451/693, d1=0.351, d2=0.311 g=2.184 2/2 [==============================] - 0s 13ms/step >23, 452/693, d1=0.529, d2=0.439 g=2.004 2/2 [==============================] - 0s 12ms/step >23, 453/693, d1=0.413, d2=0.466 g=2.169 2/2 [==============================] - 0s 13ms/step >23, 454/693, d1=0.439, d2=0.369 g=2.283 2/2 [==============================] - 0s 12ms/step >23, 455/693, d1=0.477, d2=0.376 g=2.684 2/2 [==============================] - 0s 12ms/step >23, 456/693, d1=0.404, d2=0.465 g=2.063 2/2 [==============================] - 0s 14ms/step >23, 457/693, d1=0.290, d2=0.388 g=2.255 2/2 [==============================] - 0s 14ms/step >23, 458/693, d1=0.343, d2=0.339 g=2.382 2/2 [==============================] - 0s 13ms/step >23, 459/693, d1=0.533, d2=0.329 g=2.866 2/2 [==============================] - 0s 12ms/step >23, 460/693, d1=0.490, d2=0.355 g=2.769 2/2 [==============================] - 0s 12ms/step >23, 461/693, d1=0.408, d2=0.529 g=2.329 2/2 [==============================] - 0s 12ms/step >23, 462/693, d1=0.525, d2=0.428 g=2.307 2/2 [==============================] - 0s 13ms/step >23, 463/693, d1=0.424, d2=0.411 g=1.937 2/2 [==============================] - 0s 13ms/step >23, 464/693, d1=0.399, d2=0.406 g=2.683 2/2 [==============================] - 0s 12ms/step >23, 465/693, d1=0.441, d2=0.376 g=2.337 2/2 [==============================] - 0s 14ms/step >23, 466/693, d1=0.448, d2=0.378 g=2.510 2/2 [==============================] - 0s 13ms/step >23, 467/693, d1=0.474, d2=0.445 g=2.665 2/2 [==============================] - 0s 14ms/step >23, 468/693, d1=0.531, d2=0.425 g=2.834 2/2 [==============================] - 0s 13ms/step >23, 469/693, d1=0.444, d2=0.405 g=1.874 2/2 [==============================] - 0s 13ms/step >23, 470/693, d1=0.471, d2=0.440 g=1.971 2/2 [==============================] - 0s 11ms/step >23, 471/693, d1=0.413, d2=0.366 g=2.278 2/2 [==============================] - 0s 11ms/step >23, 472/693, d1=0.536, d2=0.368 g=2.515 2/2 [==============================] - 0s 11ms/step >23, 473/693, d1=0.489, d2=0.392 g=2.221 2/2 [==============================] - 0s 12ms/step >23, 474/693, d1=0.471, d2=0.377 g=2.465 2/2 [==============================] - 0s 13ms/step >23, 475/693, d1=0.366, d2=0.466 g=2.379 2/2 [==============================] - 0s 14ms/step >23, 476/693, d1=0.457, d2=0.316 g=2.228 2/2 [==============================] - 0s 13ms/step >23, 477/693, d1=0.599, d2=0.543 g=2.184 2/2 [==============================] - 0s 13ms/step >23, 478/693, d1=0.320, d2=0.472 g=1.998 2/2 [==============================] - 0s 13ms/step >23, 479/693, d1=0.342, d2=0.350 g=2.910 2/2 [==============================] - 0s 13ms/step >23, 480/693, d1=0.434, d2=0.366 g=2.334 2/2 [==============================] - 0s 14ms/step >23, 481/693, d1=0.390, d2=0.362 g=2.105 2/2 [==============================] - 0s 13ms/step >23, 482/693, d1=0.490, d2=0.452 g=2.616 2/2 [==============================] - 0s 12ms/step >23, 483/693, d1=0.311, d2=0.357 g=2.577 2/2 [==============================] - 0s 14ms/step >23, 484/693, d1=0.449, d2=0.367 g=2.432 2/2 [==============================] - 0s 13ms/step >23, 485/693, d1=0.508, d2=0.406 g=2.754 2/2 [==============================] - 0s 14ms/step >23, 486/693, d1=0.432, d2=0.453 g=2.191 2/2 [==============================] - 0s 15ms/step >23, 487/693, d1=0.435, d2=0.445 g=2.177 2/2 [==============================] - 0s 12ms/step >23, 488/693, d1=0.549, d2=0.439 g=2.013 2/2 [==============================] - 0s 13ms/step >23, 489/693, d1=0.465, d2=0.433 g=2.259 2/2 [==============================] - 0s 14ms/step >23, 490/693, d1=0.499, d2=0.381 g=2.055 2/2 [==============================] - 0s 12ms/step >23, 491/693, d1=0.443, d2=0.449 g=2.199 2/2 [==============================] - 0s 14ms/step >23, 492/693, d1=0.338, d2=0.335 g=2.062 2/2 [==============================] - 0s 13ms/step >23, 493/693, d1=0.474, d2=0.396 g=2.405 2/2 [==============================] - 0s 13ms/step >23, 494/693, d1=0.616, d2=0.452 g=2.089 2/2 [==============================] - 0s 13ms/step >23, 495/693, d1=0.405, d2=0.394 g=2.429 2/2 [==============================] - 0s 14ms/step >23, 496/693, d1=0.512, d2=0.433 g=2.492 2/2 [==============================] - 0s 13ms/step >23, 497/693, d1=0.420, d2=0.320 g=2.088 2/2 [==============================] - 0s 13ms/step >23, 498/693, d1=0.402, d2=0.425 g=2.423 2/2 [==============================] - 0s 14ms/step >23, 499/693, d1=0.408, d2=0.468 g=2.508 2/2 [==============================] - 0s 12ms/step >23, 500/693, d1=0.497, d2=0.369 g=2.850 2/2 [==============================] - 0s 13ms/step >23, 501/693, d1=0.510, d2=0.466 g=2.813 2/2 [==============================] - 0s 14ms/step >23, 502/693, d1=0.486, d2=0.404 g=2.666 2/2 [==============================] - 0s 13ms/step >23, 503/693, d1=0.436, d2=0.421 g=2.118 2/2 [==============================] - 0s 14ms/step >23, 504/693, d1=0.384, d2=0.366 g=2.404 2/2 [==============================] - 0s 13ms/step >23, 505/693, d1=0.460, d2=0.401 g=2.180 2/2 [==============================] - 0s 13ms/step >23, 506/693, d1=0.397, d2=0.492 g=2.616 2/2 [==============================] - 0s 12ms/step >23, 507/693, d1=0.558, d2=0.303 g=2.555 2/2 [==============================] - 0s 13ms/step >23, 508/693, d1=0.381, d2=0.411 g=1.866 2/2 [==============================] - 0s 13ms/step >23, 509/693, d1=0.417, d2=0.420 g=1.761 2/2 [==============================] - 0s 12ms/step >23, 510/693, d1=0.360, d2=0.523 g=2.436 2/2 [==============================] - 0s 16ms/step >23, 511/693, d1=0.435, d2=0.343 g=1.955 2/2 [==============================] - 0s 13ms/step >23, 512/693, d1=0.467, d2=0.458 g=2.628 2/2 [==============================] - 0s 13ms/step >23, 513/693, d1=0.599, d2=0.385 g=2.672 2/2 [==============================] - 0s 13ms/step >23, 514/693, d1=0.511, d2=0.327 g=2.249 2/2 [==============================] - 0s 12ms/step >23, 515/693, d1=0.447, d2=0.298 g=1.524 2/2 [==============================] - 0s 13ms/step >23, 516/693, d1=0.453, d2=0.608 g=2.121 2/2 [==============================] - 0s 13ms/step >23, 517/693, d1=0.468, d2=0.486 g=3.073 2/2 [==============================] - 0s 13ms/step >23, 518/693, d1=0.525, d2=0.362 g=3.228 2/2 [==============================] - 0s 14ms/step >23, 519/693, d1=0.440, d2=0.324 g=2.298 2/2 [==============================] - 0s 14ms/step >23, 520/693, d1=0.405, d2=0.370 g=2.373 2/2 [==============================] - 0s 11ms/step >23, 521/693, d1=0.439, d2=0.370 g=2.674 2/2 [==============================] - 0s 12ms/step >23, 522/693, d1=0.520, d2=0.437 g=2.596 2/2 [==============================] - 0s 13ms/step >23, 523/693, d1=0.473, d2=0.476 g=3.025 2/2 [==============================] - 0s 13ms/step >23, 524/693, d1=0.574, d2=0.341 g=1.970 2/2 [==============================] - 0s 12ms/step >23, 525/693, d1=0.386, d2=0.461 g=2.349 2/2 [==============================] - 0s 12ms/step >23, 526/693, d1=0.433, d2=0.464 g=2.293 2/2 [==============================] - 0s 13ms/step >23, 527/693, d1=0.570, d2=0.635 g=2.120 2/2 [==============================] - 0s 12ms/step >23, 528/693, d1=0.304, d2=0.367 g=2.519 2/2 [==============================] - 0s 14ms/step >23, 529/693, d1=0.582, d2=0.306 g=2.171 2/2 [==============================] - 0s 13ms/step >23, 530/693, d1=0.459, d2=0.408 g=2.234 2/2 [==============================] - 0s 13ms/step >23, 531/693, d1=0.397, d2=0.357 g=2.373 2/2 [==============================] - 0s 14ms/step >23, 532/693, d1=0.489, d2=0.430 g=2.059 2/2 [==============================] - 0s 13ms/step >23, 533/693, d1=0.413, d2=0.383 g=1.702 2/2 [==============================] - 0s 13ms/step >23, 534/693, d1=0.391, d2=0.427 g=2.053 2/2 [==============================] - 0s 12ms/step >23, 535/693, d1=0.385, d2=0.481 g=2.464 2/2 [==============================] - 0s 14ms/step >23, 536/693, d1=0.575, d2=0.384 g=1.666 2/2 [==============================] - 0s 12ms/step >23, 537/693, d1=0.476, d2=0.562 g=2.133 2/2 [==============================] - 0s 13ms/step >23, 538/693, d1=0.458, d2=0.555 g=2.245 2/2 [==============================] - 0s 14ms/step >23, 539/693, d1=0.499, d2=0.333 g=2.863 2/2 [==============================] - 0s 13ms/step >23, 540/693, d1=0.554, d2=0.466 g=1.835 2/2 [==============================] - 0s 12ms/step >23, 541/693, d1=0.360, d2=0.456 g=2.114 2/2 [==============================] - 0s 13ms/step >23, 542/693, d1=0.410, d2=0.432 g=2.946 2/2 [==============================] - 0s 14ms/step >23, 543/693, d1=0.487, d2=0.328 g=2.355 2/2 [==============================] - 0s 12ms/step >23, 544/693, d1=0.425, d2=0.335 g=2.412 2/2 [==============================] - 0s 14ms/step >23, 545/693, d1=0.466, d2=0.323 g=2.137 2/2 [==============================] - 0s 12ms/step >23, 546/693, d1=0.505, d2=0.421 g=1.957 2/2 [==============================] - 0s 13ms/step >23, 547/693, d1=0.476, d2=0.377 g=2.001 2/2 [==============================] - 0s 12ms/step >23, 548/693, d1=0.358, d2=0.507 g=1.652 2/2 [==============================] - 0s 13ms/step >23, 549/693, d1=0.305, d2=0.299 g=2.481 2/2 [==============================] - 0s 12ms/step >23, 550/693, d1=0.455, d2=0.366 g=2.236 2/2 [==============================] - 0s 13ms/step >23, 551/693, d1=0.439, d2=0.525 g=2.334 2/2 [==============================] - 0s 13ms/step >23, 552/693, d1=0.423, d2=0.403 g=3.129 2/2 [==============================] - 0s 12ms/step >23, 553/693, d1=0.474, d2=0.457 g=2.762 2/2 [==============================] - 0s 13ms/step >23, 554/693, d1=0.441, d2=0.380 g=2.200 2/2 [==============================] - 0s 12ms/step >23, 555/693, d1=0.584, d2=0.501 g=2.082 2/2 [==============================] - 0s 12ms/step >23, 556/693, d1=0.345, d2=0.444 g=2.523 2/2 [==============================] - 0s 11ms/step >23, 557/693, d1=0.471, d2=0.347 g=2.533 2/2 [==============================] - 0s 14ms/step >23, 558/693, d1=0.532, d2=0.407 g=2.064 2/2 [==============================] - 0s 11ms/step >23, 559/693, d1=0.405, d2=0.327 g=3.323 2/2 [==============================] - 0s 15ms/step >23, 560/693, d1=0.313, d2=0.382 g=2.462 2/2 [==============================] - 0s 12ms/step >23, 561/693, d1=0.413, d2=0.358 g=2.317 2/2 [==============================] - 0s 13ms/step >23, 562/693, d1=0.599, d2=0.395 g=2.516 2/2 [==============================] - 0s 13ms/step >23, 563/693, d1=0.373, d2=0.415 g=2.318 2/2 [==============================] - 0s 14ms/step >23, 564/693, d1=0.447, d2=0.513 g=2.706 2/2 [==============================] - 0s 14ms/step >23, 565/693, d1=0.546, d2=0.435 g=2.845 2/2 [==============================] - 0s 13ms/step >23, 566/693, d1=0.602, d2=0.307 g=2.187 2/2 [==============================] - 0s 13ms/step >23, 567/693, d1=0.610, d2=0.462 g=2.162 2/2 [==============================] - 0s 12ms/step >23, 568/693, d1=0.348, d2=0.423 g=2.097 2/2 [==============================] - 0s 14ms/step >23, 569/693, d1=0.338, d2=0.332 g=2.551 2/2 [==============================] - 0s 13ms/step >23, 570/693, d1=0.393, d2=0.368 g=2.571 2/2 [==============================] - 0s 13ms/step >23, 571/693, d1=0.402, d2=0.261 g=2.247 2/2 [==============================] - 0s 13ms/step >23, 572/693, d1=0.525, d2=0.469 g=2.117 2/2 [==============================] - 0s 13ms/step >23, 573/693, d1=0.479, d2=0.366 g=2.067 2/2 [==============================] - 0s 14ms/step >23, 574/693, d1=0.536, d2=0.402 g=2.123 2/2 [==============================] - 0s 13ms/step >23, 575/693, d1=0.529, d2=0.415 g=1.995 2/2 [==============================] - 0s 13ms/step >23, 576/693, d1=0.350, d2=0.372 g=2.589 2/2 [==============================] - 0s 14ms/step >23, 577/693, d1=0.391, d2=0.403 g=2.563 2/2 [==============================] - 0s 13ms/step >23, 578/693, d1=0.339, d2=0.407 g=1.800 2/2 [==============================] - 0s 12ms/step >23, 579/693, d1=0.498, d2=0.419 g=2.470 2/2 [==============================] - 0s 13ms/step >23, 580/693, d1=0.485, d2=0.436 g=1.995 2/2 [==============================] - 0s 13ms/step >23, 581/693, d1=0.466, d2=0.409 g=3.292 2/2 [==============================] - 0s 14ms/step >23, 582/693, d1=0.388, d2=0.332 g=1.989 2/2 [==============================] - 0s 12ms/step >23, 583/693, d1=0.406, d2=0.369 g=2.316 2/2 [==============================] - 0s 14ms/step >23, 584/693, d1=0.504, d2=0.339 g=2.698 2/2 [==============================] - 0s 13ms/step >23, 585/693, d1=0.463, d2=0.431 g=2.678 2/2 [==============================] - 0s 12ms/step >23, 586/693, d1=0.502, d2=0.357 g=2.011 2/2 [==============================] - 0s 13ms/step >23, 587/693, d1=0.366, d2=0.438 g=2.932 2/2 [==============================] - 0s 14ms/step >23, 588/693, d1=0.421, d2=0.298 g=2.400 2/2 [==============================] - 0s 13ms/step >23, 589/693, d1=0.427, d2=0.437 g=2.469 2/2 [==============================] - 0s 13ms/step >23, 590/693, d1=0.450, d2=0.441 g=2.896 2/2 [==============================] - 0s 11ms/step >23, 591/693, d1=0.477, d2=0.395 g=2.202 2/2 [==============================] - 0s 13ms/step >23, 592/693, d1=0.420, d2=0.429 g=2.281 2/2 [==============================] - 0s 12ms/step >23, 593/693, d1=0.390, d2=0.504 g=2.646 2/2 [==============================] - 0s 12ms/step >23, 594/693, d1=0.600, d2=0.468 g=2.489 2/2 [==============================] - 0s 14ms/step >23, 595/693, d1=0.526, d2=0.474 g=2.514 2/2 [==============================] - 0s 13ms/step >23, 596/693, d1=0.390, d2=0.453 g=2.419 2/2 [==============================] - 0s 11ms/step >23, 597/693, d1=0.333, d2=0.349 g=2.776 2/2 [==============================] - 0s 11ms/step >23, 598/693, d1=0.488, d2=0.349 g=2.517 2/2 [==============================] - 0s 12ms/step >23, 599/693, d1=0.485, d2=0.466 g=2.266 2/2 [==============================] - 0s 12ms/step >23, 600/693, d1=0.413, d2=0.502 g=2.359 2/2 [==============================] - 0s 13ms/step >23, 601/693, d1=0.395, d2=0.442 g=2.244 2/2 [==============================] - 0s 13ms/step >23, 602/693, d1=0.523, d2=0.341 g=2.249 2/2 [==============================] - 0s 13ms/step >23, 603/693, d1=0.601, d2=0.347 g=2.027 2/2 [==============================] - 0s 12ms/step >23, 604/693, d1=0.344, d2=0.411 g=2.686 2/2 [==============================] - 0s 12ms/step >23, 605/693, d1=0.371, d2=0.423 g=2.616 2/2 [==============================] - 0s 13ms/step >23, 606/693, d1=0.447, d2=0.364 g=2.345 2/2 [==============================] - 0s 13ms/step >23, 607/693, d1=0.457, d2=0.365 g=2.166 2/2 [==============================] - 0s 12ms/step >23, 608/693, d1=0.355, d2=0.505 g=2.600 2/2 [==============================] - 0s 13ms/step >23, 609/693, d1=0.608, d2=0.343 g=2.433 2/2 [==============================] - 0s 14ms/step >23, 610/693, d1=0.518, d2=0.394 g=2.503 2/2 [==============================] - 0s 15ms/step >23, 611/693, d1=0.475, d2=0.521 g=2.153 2/2 [==============================] - 0s 14ms/step >23, 612/693, d1=0.495, d2=0.452 g=2.206 2/2 [==============================] - 0s 11ms/step >23, 613/693, d1=0.380, d2=0.343 g=2.777 2/2 [==============================] - 0s 15ms/step >23, 614/693, d1=0.433, d2=0.493 g=1.787 2/2 [==============================] - 0s 13ms/step >23, 615/693, d1=0.491, d2=0.316 g=2.608 2/2 [==============================] - 0s 14ms/step >23, 616/693, d1=0.440, d2=0.385 g=2.196 2/2 [==============================] - 0s 13ms/step >23, 617/693, d1=0.603, d2=0.510 g=1.955 2/2 [==============================] - 0s 12ms/step >23, 618/693, d1=0.377, d2=0.437 g=2.244 2/2 [==============================] - 0s 11ms/step >23, 619/693, d1=0.489, d2=0.260 g=2.214 2/2 [==============================] - 0s 13ms/step >23, 620/693, d1=0.406, d2=0.413 g=2.244 2/2 [==============================] - 0s 14ms/step >23, 621/693, d1=0.363, d2=0.416 g=2.489 2/2 [==============================] - 0s 13ms/step >23, 622/693, d1=0.414, d2=0.343 g=2.700 2/2 [==============================] - 0s 13ms/step >23, 623/693, d1=0.510, d2=0.435 g=2.411 2/2 [==============================] - 0s 13ms/step >23, 624/693, d1=0.517, d2=0.444 g=2.650 2/2 [==============================] - 0s 12ms/step >23, 625/693, d1=0.451, d2=0.428 g=2.537 2/2 [==============================] - 0s 11ms/step >23, 626/693, d1=0.501, d2=0.485 g=2.348 2/2 [==============================] - 0s 12ms/step >23, 627/693, d1=0.359, d2=0.403 g=2.457 2/2 [==============================] - 0s 14ms/step >23, 628/693, d1=0.424, d2=0.386 g=2.628 2/2 [==============================] - 0s 12ms/step >23, 629/693, d1=0.472, d2=0.398 g=2.012 2/2 [==============================] - 0s 12ms/step >23, 630/693, d1=0.494, d2=0.389 g=1.817 2/2 [==============================] - 0s 13ms/step >23, 631/693, d1=0.437, d2=0.349 g=2.314 2/2 [==============================] - 0s 13ms/step >23, 632/693, d1=0.438, d2=0.363 g=2.188 2/2 [==============================] - 0s 13ms/step >23, 633/693, d1=0.395, d2=0.433 g=2.211 2/2 [==============================] - 0s 12ms/step >23, 634/693, d1=0.537, d2=0.478 g=2.559 2/2 [==============================] - 0s 13ms/step >23, 635/693, d1=0.476, d2=0.368 g=2.411 2/2 [==============================] - 0s 12ms/step >23, 636/693, d1=0.391, d2=0.397 g=2.197 2/2 [==============================] - 0s 12ms/step >23, 637/693, d1=0.401, d2=0.371 g=2.160 2/2 [==============================] - 0s 12ms/step >23, 638/693, d1=0.455, d2=0.442 g=2.514 2/2 [==============================] - 0s 14ms/step >23, 639/693, d1=0.464, d2=0.396 g=2.045 2/2 [==============================] - 0s 14ms/step >23, 640/693, d1=0.521, d2=0.368 g=2.206 2/2 [==============================] - 0s 13ms/step >23, 641/693, d1=0.572, d2=0.502 g=2.353 2/2 [==============================] - 0s 14ms/step >23, 642/693, d1=0.351, d2=0.492 g=2.335 2/2 [==============================] - 0s 12ms/step >23, 643/693, d1=0.483, d2=0.398 g=2.513 2/2 [==============================] - 0s 12ms/step >23, 644/693, d1=0.523, d2=0.350 g=2.354 2/2 [==============================] - 0s 14ms/step >23, 645/693, d1=0.527, d2=0.343 g=1.860 2/2 [==============================] - 0s 13ms/step >23, 646/693, d1=0.425, d2=0.626 g=2.673 2/2 [==============================] - 0s 14ms/step >23, 647/693, d1=0.516, d2=0.417 g=2.200 2/2 [==============================] - 0s 13ms/step >23, 648/693, d1=0.385, d2=0.346 g=2.292 2/2 [==============================] - 0s 14ms/step >23, 649/693, d1=0.446, d2=0.463 g=2.100 2/2 [==============================] - 0s 12ms/step >23, 650/693, d1=0.380, d2=0.468 g=2.497 2/2 [==============================] - 0s 12ms/step >23, 651/693, d1=0.430, d2=0.374 g=2.511 2/2 [==============================] - 0s 11ms/step >23, 652/693, d1=0.422, d2=0.448 g=2.122 2/2 [==============================] - 0s 12ms/step >23, 653/693, d1=0.522, d2=0.334 g=2.301 2/2 [==============================] - 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0s 13ms/step >23, 665/693, d1=0.403, d2=0.402 g=2.863 2/2 [==============================] - 0s 12ms/step >23, 666/693, d1=0.412, d2=0.360 g=2.772 2/2 [==============================] - 0s 12ms/step >23, 667/693, d1=0.405, d2=0.432 g=2.022 2/2 [==============================] - 0s 13ms/step >23, 668/693, d1=0.475, d2=0.373 g=1.978 2/2 [==============================] - 0s 13ms/step >23, 669/693, d1=0.482, d2=0.388 g=2.179 2/2 [==============================] - 0s 13ms/step >23, 670/693, d1=0.589, d2=0.456 g=2.432 2/2 [==============================] - 0s 12ms/step >23, 671/693, d1=0.417, d2=0.518 g=2.597 2/2 [==============================] - 0s 13ms/step >23, 672/693, d1=0.446, d2=0.414 g=2.180 2/2 [==============================] - 0s 12ms/step >23, 673/693, d1=0.676, d2=0.348 g=2.282 2/2 [==============================] - 0s 12ms/step >23, 674/693, d1=0.395, d2=0.449 g=1.965 2/2 [==============================] - 0s 13ms/step >23, 675/693, d1=0.479, d2=0.525 g=2.064 2/2 [==============================] - 0s 12ms/step >23, 676/693, d1=0.416, d2=0.469 g=2.222 2/2 [==============================] - 0s 14ms/step >23, 677/693, d1=0.367, d2=0.265 g=2.277 2/2 [==============================] - 0s 12ms/step >23, 678/693, d1=0.641, d2=0.405 g=1.914 2/2 [==============================] - 0s 13ms/step >23, 679/693, d1=0.429, d2=0.527 g=2.387 2/2 [==============================] - 0s 12ms/step >23, 680/693, d1=0.377, d2=0.405 g=2.370 2/2 [==============================] - 0s 13ms/step >23, 681/693, d1=0.457, d2=0.373 g=2.649 2/2 [==============================] - 0s 14ms/step >23, 682/693, d1=0.449, d2=0.379 g=2.654 2/2 [==============================] - 0s 13ms/step >23, 683/693, d1=0.427, d2=0.451 g=2.233 2/2 [==============================] - 0s 14ms/step >23, 684/693, d1=0.393, d2=0.398 g=2.401 2/2 [==============================] - 0s 13ms/step >23, 685/693, d1=0.354, d2=0.409 g=2.392 2/2 [==============================] - 0s 15ms/step >23, 686/693, d1=0.544, d2=0.259 g=2.446 2/2 [==============================] - 0s 13ms/step >23, 687/693, d1=0.298, d2=0.362 g=2.460 2/2 [==============================] - 0s 13ms/step >23, 688/693, d1=0.470, d2=0.437 g=1.935 2/2 [==============================] - 0s 14ms/step >23, 689/693, d1=0.477, d2=0.356 g=2.365 2/2 [==============================] - 0s 14ms/step >23, 690/693, d1=0.468, d2=0.512 g=2.227 2/2 [==============================] - 0s 14ms/step >23, 691/693, d1=0.496, d2=0.437 g=2.316 2/2 [==============================] - 0s 13ms/step >23, 692/693, d1=0.443, d2=0.384 g=2.594 2/2 [==============================] - 0s 12ms/step >23, 693/693, d1=0.424, d2=0.433 g=2.203 2/2 [==============================] - 0s 13ms/step >24, 1/693, d1=0.512, d2=0.282 g=2.325 2/2 [==============================] - 0s 13ms/step >24, 2/693, d1=0.394, d2=0.366 g=2.435 2/2 [==============================] - 0s 12ms/step >24, 3/693, d1=0.276, d2=0.361 g=2.453 2/2 [==============================] - 0s 12ms/step >24, 4/693, d1=0.560, d2=0.403 g=2.243 2/2 [==============================] - 0s 11ms/step >24, 5/693, d1=0.457, d2=0.396 g=2.107 2/2 [==============================] - 0s 13ms/step >24, 6/693, d1=0.423, d2=0.424 g=2.683 2/2 [==============================] - 0s 12ms/step >24, 7/693, d1=0.384, d2=0.323 g=2.986 2/2 [==============================] - 0s 13ms/step >24, 8/693, d1=0.484, d2=0.342 g=2.593 2/2 [==============================] - 0s 12ms/step >24, 9/693, d1=0.449, d2=0.414 g=2.299 2/2 [==============================] - 0s 12ms/step >24, 10/693, d1=0.551, d2=0.429 g=3.032 2/2 [==============================] - 0s 13ms/step >24, 11/693, d1=0.506, d2=0.542 g=2.857 2/2 [==============================] - 0s 13ms/step >24, 12/693, d1=0.374, d2=0.426 g=2.172 2/2 [==============================] - 0s 13ms/step >24, 13/693, d1=0.522, d2=0.466 g=2.057 2/2 [==============================] - 0s 13ms/step >24, 14/693, d1=0.275, d2=0.326 g=2.510 2/2 [==============================] - 0s 14ms/step >24, 15/693, d1=0.600, d2=0.462 g=2.311 2/2 [==============================] - 0s 14ms/step >24, 16/693, d1=0.440, d2=0.363 g=2.037 2/2 [==============================] - 0s 14ms/step >24, 17/693, d1=0.310, d2=0.428 g=2.554 2/2 [==============================] - 0s 14ms/step >24, 18/693, d1=0.591, d2=0.393 g=2.354 2/2 [==============================] - 0s 13ms/step >24, 19/693, d1=0.555, d2=0.395 g=2.254 2/2 [==============================] - 0s 13ms/step >24, 20/693, d1=0.412, d2=0.374 g=2.179 2/2 [==============================] - 0s 12ms/step >24, 21/693, d1=0.383, d2=0.326 g=2.386 2/2 [==============================] - 0s 11ms/step >24, 22/693, d1=0.442, d2=0.403 g=2.255 2/2 [==============================] - 0s 11ms/step >24, 23/693, d1=0.438, d2=0.370 g=2.560 2/2 [==============================] - 0s 13ms/step >24, 24/693, d1=0.395, d2=0.328 g=2.805 2/2 [==============================] - 0s 13ms/step >24, 25/693, d1=0.539, d2=0.528 g=2.271 2/2 [==============================] - 0s 14ms/step >24, 26/693, d1=0.325, d2=0.474 g=3.159 2/2 [==============================] - 0s 14ms/step >24, 27/693, d1=0.557, d2=0.334 g=2.553 2/2 [==============================] - 0s 14ms/step >24, 28/693, d1=0.591, d2=0.405 g=2.020 2/2 [==============================] - 0s 13ms/step >24, 29/693, d1=0.348, d2=0.441 g=2.686 2/2 [==============================] - 0s 12ms/step >24, 30/693, d1=0.566, d2=0.395 g=2.977 2/2 [==============================] - 0s 12ms/step >24, 31/693, d1=0.486, d2=0.483 g=2.172 2/2 [==============================] - 0s 15ms/step >24, 32/693, d1=0.495, d2=0.503 g=2.207 2/2 [==============================] - 0s 13ms/step >24, 33/693, d1=0.555, d2=0.417 g=2.566 2/2 [==============================] - 0s 13ms/step >24, 34/693, d1=0.515, d2=0.419 g=2.084 2/2 [==============================] - 0s 14ms/step >24, 35/693, d1=0.308, d2=0.405 g=2.168 2/2 [==============================] - 0s 13ms/step >24, 36/693, d1=0.592, d2=0.438 g=1.784 2/2 [==============================] - 0s 14ms/step >24, 37/693, d1=0.368, d2=0.410 g=2.581 2/2 [==============================] - 0s 13ms/step >24, 38/693, d1=0.614, d2=0.338 g=2.199 2/2 [==============================] - 0s 13ms/step >24, 39/693, d1=0.463, d2=0.544 g=2.492 2/2 [==============================] - 0s 12ms/step >24, 40/693, d1=0.494, d2=0.401 g=2.069 2/2 [==============================] - 0s 12ms/step >24, 41/693, d1=0.554, d2=0.430 g=2.087 2/2 [==============================] - 0s 13ms/step >24, 42/693, d1=0.536, d2=0.398 g=2.086 2/2 [==============================] - 0s 12ms/step >24, 43/693, d1=0.318, d2=0.420 g=2.270 2/2 [==============================] - 0s 12ms/step >24, 44/693, d1=0.334, d2=0.416 g=2.030 2/2 [==============================] - 0s 13ms/step >24, 45/693, d1=0.342, d2=0.335 g=2.078 2/2 [==============================] - 0s 12ms/step >24, 46/693, d1=0.475, d2=0.451 g=2.870 2/2 [==============================] - 0s 12ms/step >24, 47/693, d1=0.626, d2=0.330 g=1.992 2/2 [==============================] - 0s 14ms/step >24, 48/693, d1=0.493, d2=0.379 g=2.339 2/2 [==============================] - 0s 13ms/step >24, 49/693, d1=0.278, d2=0.516 g=2.152 2/2 [==============================] - 0s 13ms/step >24, 50/693, d1=0.531, d2=0.341 g=2.190 2/2 [==============================] - 0s 14ms/step >24, 51/693, d1=0.543, d2=0.426 g=2.549 2/2 [==============================] - 0s 13ms/step >24, 52/693, d1=0.379, d2=0.383 g=2.230 2/2 [==============================] - 0s 12ms/step >24, 53/693, d1=0.332, d2=0.406 g=2.335 2/2 [==============================] - 0s 13ms/step >24, 54/693, d1=0.539, d2=0.408 g=2.168 2/2 [==============================] - 0s 13ms/step >24, 55/693, d1=0.557, d2=0.426 g=2.153 2/2 [==============================] - 0s 14ms/step >24, 56/693, d1=0.368, d2=0.456 g=2.730 2/2 [==============================] - 0s 14ms/step >24, 57/693, d1=0.441, d2=0.390 g=2.424 2/2 [==============================] - 0s 14ms/step >24, 58/693, d1=0.442, d2=0.451 g=2.337 2/2 [==============================] - 0s 13ms/step >24, 59/693, d1=0.458, d2=0.533 g=2.743 2/2 [==============================] - 0s 15ms/step >24, 60/693, d1=0.564, d2=0.309 g=2.463 2/2 [==============================] - 0s 13ms/step >24, 61/693, d1=0.495, d2=0.372 g=2.135 2/2 [==============================] - 0s 12ms/step >24, 62/693, d1=0.441, d2=0.432 g=3.188 2/2 [==============================] - 0s 14ms/step >24, 63/693, d1=0.395, d2=0.473 g=3.133 2/2 [==============================] - 0s 13ms/step >24, 64/693, d1=0.473, d2=0.300 g=1.915 2/2 [==============================] - 0s 12ms/step >24, 65/693, d1=0.567, d2=0.455 g=1.825 2/2 [==============================] - 0s 14ms/step >24, 66/693, d1=0.367, d2=0.468 g=2.125 2/2 [==============================] - 0s 14ms/step >24, 67/693, d1=0.334, d2=0.468 g=2.352 2/2 [==============================] - 0s 14ms/step >24, 68/693, d1=0.504, d2=0.392 g=2.434 2/2 [==============================] - 0s 13ms/step >24, 69/693, d1=0.380, d2=0.353 g=2.150 2/2 [==============================] - 0s 13ms/step >24, 70/693, d1=0.549, d2=0.483 g=1.874 2/2 [==============================] - 0s 13ms/step >24, 71/693, d1=0.391, d2=0.530 g=2.472 2/2 [==============================] - 0s 13ms/step >24, 72/693, d1=0.454, d2=0.304 g=2.223 2/2 [==============================] - 0s 14ms/step >24, 73/693, d1=0.394, d2=0.335 g=2.576 2/2 [==============================] - 0s 14ms/step >24, 74/693, d1=0.525, d2=0.436 g=2.361 2/2 [==============================] - 0s 14ms/step >24, 75/693, d1=0.504, d2=0.357 g=1.923 2/2 [==============================] - 0s 12ms/step >24, 76/693, d1=0.394, d2=0.390 g=2.131 2/2 [==============================] - 0s 13ms/step >24, 77/693, d1=0.349, d2=0.522 g=1.854 2/2 [==============================] - 0s 12ms/step >24, 78/693, d1=0.423, d2=0.378 g=2.333 2/2 [==============================] - 0s 12ms/step >24, 79/693, d1=0.446, d2=0.313 g=1.927 2/2 [==============================] - 0s 13ms/step >24, 80/693, d1=0.460, d2=0.440 g=2.097 2/2 [==============================] - 0s 14ms/step >24, 81/693, d1=0.311, d2=0.353 g=2.530 2/2 [==============================] - 0s 12ms/step >24, 82/693, d1=0.454, d2=0.320 g=2.035 2/2 [==============================] - 0s 14ms/step >24, 83/693, d1=0.615, d2=0.555 g=2.242 2/2 [==============================] - 0s 14ms/step >24, 84/693, d1=0.398, d2=0.314 g=2.522 2/2 [==============================] - 0s 13ms/step >24, 85/693, d1=0.478, d2=0.400 g=2.375 2/2 [==============================] - 0s 13ms/step >24, 86/693, d1=0.526, d2=0.451 g=1.856 2/2 [==============================] - 0s 13ms/step >24, 87/693, d1=0.464, d2=0.475 g=2.383 2/2 [==============================] - 0s 12ms/step >24, 88/693, d1=0.572, d2=0.470 g=2.328 2/2 [==============================] - 0s 13ms/step >24, 89/693, d1=0.507, d2=0.463 g=2.354 2/2 [==============================] - 0s 13ms/step >24, 90/693, d1=0.440, d2=0.459 g=2.537 2/2 [==============================] - 0s 13ms/step >24, 91/693, d1=0.521, d2=0.399 g=2.733 2/2 [==============================] - 0s 12ms/step >24, 92/693, d1=0.493, d2=0.360 g=2.053 2/2 [==============================] - 0s 14ms/step >24, 93/693, d1=0.448, d2=0.558 g=2.357 2/2 [==============================] - 0s 14ms/step >24, 94/693, d1=0.410, d2=0.309 g=2.993 2/2 [==============================] - 0s 13ms/step >24, 95/693, d1=0.437, d2=0.424 g=2.242 2/2 [==============================] - 0s 13ms/step >24, 96/693, d1=0.421, d2=0.442 g=2.556 2/2 [==============================] - 0s 14ms/step >24, 97/693, d1=0.396, d2=0.346 g=2.225 2/2 [==============================] - 0s 12ms/step >24, 98/693, d1=0.562, d2=0.439 g=2.322 2/2 [==============================] - 0s 14ms/step >24, 99/693, d1=0.484, d2=0.588 g=2.144 2/2 [==============================] - 0s 12ms/step >24, 100/693, d1=0.446, d2=0.383 g=2.942 2/2 [==============================] - 0s 12ms/step >24, 101/693, d1=0.352, d2=0.395 g=2.592 2/2 [==============================] - 0s 14ms/step >24, 102/693, d1=0.520, d2=0.318 g=2.312 2/2 [==============================] - 0s 12ms/step >24, 103/693, d1=0.456, d2=0.404 g=2.532 2/2 [==============================] - 0s 12ms/step >24, 104/693, d1=0.426, d2=0.361 g=2.392 2/2 [==============================] - 0s 14ms/step >24, 105/693, d1=0.459, d2=0.363 g=2.217 2/2 [==============================] - 0s 14ms/step >24, 106/693, d1=0.354, d2=0.399 g=2.498 2/2 [==============================] - 0s 14ms/step >24, 107/693, d1=0.398, d2=0.461 g=2.382 2/2 [==============================] - 0s 13ms/step >24, 108/693, d1=0.381, d2=0.375 g=2.564 2/2 [==============================] - 0s 14ms/step >24, 109/693, d1=0.416, d2=0.324 g=2.604 2/2 [==============================] - 0s 14ms/step >24, 110/693, d1=0.441, d2=0.400 g=2.541 2/2 [==============================] - 0s 13ms/step >24, 111/693, d1=0.367, d2=0.327 g=2.931 2/2 [==============================] - 0s 14ms/step >24, 112/693, d1=0.446, d2=0.366 g=2.589 2/2 [==============================] - 0s 13ms/step >24, 113/693, d1=0.429, d2=0.275 g=1.780 2/2 [==============================] - 0s 14ms/step >24, 114/693, d1=0.558, d2=0.531 g=2.385 2/2 [==============================] - 0s 14ms/step >24, 115/693, d1=0.314, d2=0.342 g=2.713 2/2 [==============================] - 0s 14ms/step >24, 116/693, d1=0.456, d2=0.501 g=2.514 2/2 [==============================] - 0s 14ms/step >24, 117/693, d1=0.520, d2=0.484 g=2.276 2/2 [==============================] - 0s 13ms/step >24, 118/693, d1=0.535, d2=0.350 g=2.265 2/2 [==============================] - 0s 14ms/step >24, 119/693, d1=0.446, d2=0.341 g=2.178 2/2 [==============================] - 0s 11ms/step >24, 120/693, d1=0.455, d2=0.415 g=2.950 2/2 [==============================] - 0s 13ms/step >24, 121/693, d1=0.565, d2=0.382 g=2.586 2/2 [==============================] - 0s 14ms/step >24, 122/693, d1=0.411, d2=0.504 g=2.053 2/2 [==============================] - 0s 11ms/step >24, 123/693, d1=0.426, d2=0.388 g=2.177 2/2 [==============================] - 0s 13ms/step >24, 124/693, d1=0.396, d2=0.398 g=1.953 2/2 [==============================] - 0s 12ms/step >24, 125/693, d1=0.517, d2=0.461 g=2.142 2/2 [==============================] - 0s 14ms/step >24, 126/693, d1=0.328, d2=0.358 g=2.390 2/2 [==============================] - 0s 12ms/step >24, 127/693, d1=0.544, d2=0.314 g=2.293 2/2 [==============================] - 0s 12ms/step >24, 128/693, d1=0.593, d2=0.502 g=2.209 2/2 [==============================] - 0s 13ms/step >24, 129/693, d1=0.359, d2=0.535 g=2.452 2/2 [==============================] - 0s 13ms/step >24, 130/693, d1=0.401, d2=0.352 g=2.540 2/2 [==============================] - 0s 12ms/step >24, 131/693, d1=0.481, d2=0.457 g=1.871 2/2 [==============================] - 0s 13ms/step >24, 132/693, d1=0.467, d2=0.422 g=2.591 2/2 [==============================] - 0s 14ms/step >24, 133/693, d1=0.332, d2=0.505 g=2.266 2/2 [==============================] - 0s 13ms/step >24, 134/693, d1=0.442, d2=0.342 g=2.888 2/2 [==============================] - 0s 12ms/step >24, 135/693, d1=0.537, d2=0.325 g=2.006 2/2 [==============================] - 0s 13ms/step >24, 136/693, d1=0.524, d2=0.369 g=2.272 2/2 [==============================] - 0s 12ms/step >24, 137/693, d1=0.397, d2=0.429 g=2.329 2/2 [==============================] - 0s 12ms/step >24, 138/693, d1=0.531, d2=0.465 g=1.896 2/2 [==============================] - 0s 12ms/step >24, 139/693, d1=0.439, d2=0.449 g=2.255 2/2 [==============================] - 0s 12ms/step >24, 140/693, d1=0.484, d2=0.347 g=1.923 2/2 [==============================] - 0s 12ms/step >24, 141/693, d1=0.576, d2=0.450 g=2.229 2/2 [==============================] - 0s 11ms/step >24, 142/693, d1=0.447, d2=0.524 g=2.561 2/2 [==============================] - 0s 11ms/step >24, 143/693, d1=0.466, d2=0.311 g=2.442 2/2 [==============================] - 0s 12ms/step >24, 144/693, d1=0.437, d2=0.453 g=2.165 2/2 [==============================] - 0s 14ms/step >24, 145/693, d1=0.436, d2=0.386 g=2.129 2/2 [==============================] - 0s 13ms/step >24, 146/693, d1=0.346, d2=0.445 g=2.179 2/2 [==============================] - 0s 12ms/step >24, 147/693, d1=0.471, d2=0.341 g=2.649 2/2 [==============================] - 0s 13ms/step >24, 148/693, d1=0.433, d2=0.484 g=2.310 2/2 [==============================] - 0s 14ms/step >24, 149/693, d1=0.479, d2=0.603 g=2.311 2/2 [==============================] - 0s 14ms/step >24, 150/693, d1=0.372, d2=0.360 g=2.061 2/2 [==============================] - 0s 14ms/step >24, 151/693, d1=0.521, d2=0.479 g=2.497 2/2 [==============================] - 0s 12ms/step >24, 152/693, d1=0.454, d2=0.395 g=2.512 2/2 [==============================] - 0s 12ms/step >24, 153/693, d1=0.357, d2=0.391 g=2.500 2/2 [==============================] - 0s 13ms/step >24, 154/693, d1=0.588, d2=0.320 g=2.436 2/2 [==============================] - 0s 12ms/step >24, 155/693, d1=0.401, d2=0.419 g=2.020 2/2 [==============================] - 0s 13ms/step >24, 156/693, d1=0.455, d2=0.418 g=2.011 2/2 [==============================] - 0s 15ms/step >24, 157/693, d1=0.419, d2=0.355 g=2.122 2/2 [==============================] - 0s 14ms/step >24, 158/693, d1=0.480, d2=0.404 g=1.795 2/2 [==============================] - 0s 14ms/step >24, 159/693, d1=0.501, d2=0.549 g=2.133 2/2 [==============================] - 0s 14ms/step >24, 160/693, d1=0.388, d2=0.403 g=2.426 2/2 [==============================] - 0s 14ms/step >24, 161/693, d1=0.603, d2=0.390 g=2.541 2/2 [==============================] - 0s 13ms/step >24, 162/693, d1=0.712, d2=0.427 g=2.217 2/2 [==============================] - 0s 13ms/step >24, 163/693, d1=0.387, d2=0.451 g=2.270 2/2 [==============================] - 0s 14ms/step >24, 164/693, d1=0.465, d2=0.456 g=1.975 2/2 [==============================] - 0s 13ms/step >24, 165/693, d1=0.525, d2=0.533 g=2.252 2/2 [==============================] - 0s 13ms/step >24, 166/693, d1=0.455, d2=0.344 g=2.941 2/2 [==============================] - 0s 12ms/step >24, 167/693, d1=0.508, d2=0.360 g=2.701 2/2 [==============================] - 0s 12ms/step >24, 168/693, d1=0.380, d2=0.416 g=2.674 2/2 [==============================] - 0s 13ms/step >24, 169/693, d1=0.461, d2=0.331 g=2.620 2/2 [==============================] - 0s 13ms/step >24, 170/693, d1=0.466, d2=0.457 g=2.401 2/2 [==============================] - 0s 13ms/step >24, 171/693, d1=0.411, d2=0.305 g=2.464 2/2 [==============================] - 0s 14ms/step >24, 172/693, d1=0.372, d2=0.493 g=2.695 2/2 [==============================] - 0s 13ms/step >24, 173/693, d1=0.482, d2=0.388 g=2.631 2/2 [==============================] - 0s 14ms/step >24, 174/693, d1=0.408, d2=0.259 g=2.343 2/2 [==============================] - 0s 13ms/step >24, 175/693, d1=0.516, d2=0.382 g=2.559 2/2 [==============================] - 0s 13ms/step >24, 176/693, d1=0.289, d2=0.473 g=2.524 2/2 [==============================] - 0s 14ms/step >24, 177/693, d1=0.487, d2=0.325 g=2.506 2/2 [==============================] - 0s 13ms/step >24, 178/693, d1=0.563, d2=0.416 g=2.300 2/2 [==============================] - 0s 12ms/step >24, 179/693, d1=0.387, d2=0.426 g=2.519 2/2 [==============================] - 0s 11ms/step >24, 180/693, d1=0.293, d2=0.458 g=2.157 2/2 [==============================] - 0s 13ms/step >24, 181/693, d1=0.443, d2=0.397 g=2.850 2/2 [==============================] - 0s 11ms/step >24, 182/693, d1=0.524, d2=0.255 g=2.514 2/2 [==============================] - 0s 12ms/step >24, 183/693, d1=0.353, d2=0.371 g=2.097 2/2 [==============================] - 0s 12ms/step >24, 184/693, d1=0.469, d2=0.387 g=2.107 2/2 [==============================] - 0s 13ms/step >24, 185/693, d1=0.469, d2=0.322 g=2.096 2/2 [==============================] - 0s 12ms/step >24, 186/693, d1=0.411, d2=0.428 g=2.227 2/2 [==============================] - 0s 12ms/step >24, 187/693, d1=0.446, d2=0.518 g=2.737 2/2 [==============================] - 0s 12ms/step >24, 188/693, d1=0.353, d2=0.303 g=2.565 2/2 [==============================] - 0s 14ms/step >24, 189/693, d1=0.488, d2=0.404 g=2.650 2/2 [==============================] - 0s 13ms/step >24, 190/693, d1=0.531, d2=0.369 g=2.350 2/2 [==============================] - 0s 13ms/step >24, 191/693, d1=0.436, d2=0.395 g=2.097 2/2 [==============================] - 0s 13ms/step >24, 192/693, d1=0.455, d2=0.448 g=1.909 2/2 [==============================] - 0s 13ms/step >24, 193/693, d1=0.366, d2=0.486 g=2.300 2/2 [==============================] - 0s 13ms/step >24, 194/693, d1=0.453, d2=0.340 g=2.558 2/2 [==============================] - 0s 12ms/step >24, 195/693, d1=0.377, d2=0.384 g=2.519 2/2 [==============================] - 0s 13ms/step >24, 196/693, d1=0.526, d2=0.528 g=2.244 2/2 [==============================] - 0s 13ms/step >24, 197/693, d1=0.385, d2=0.382 g=2.454 2/2 [==============================] - 0s 13ms/step >24, 198/693, d1=0.598, d2=0.382 g=2.211 2/2 [==============================] - 0s 11ms/step >24, 199/693, d1=0.403, d2=0.356 g=1.971 2/2 [==============================] - 0s 11ms/step >24, 200/693, d1=0.443, d2=0.396 g=1.850 2/2 [==============================] - 0s 13ms/step >24, 201/693, d1=0.465, d2=0.431 g=2.043 2/2 [==============================] - 0s 13ms/step >24, 202/693, d1=0.550, d2=0.444 g=1.975 2/2 [==============================] - 0s 12ms/step >24, 203/693, d1=0.457, d2=0.419 g=2.449 2/2 [==============================] - 0s 14ms/step >24, 204/693, d1=0.512, d2=0.351 g=1.986 2/2 [==============================] - 0s 13ms/step >24, 205/693, d1=0.363, d2=0.491 g=1.733 2/2 [==============================] - 0s 14ms/step >24, 206/693, d1=0.446, d2=0.511 g=3.175 2/2 [==============================] - 0s 13ms/step >24, 207/693, d1=0.517, d2=0.412 g=2.972 2/2 [==============================] - 0s 13ms/step >24, 208/693, d1=0.630, d2=0.423 g=2.287 2/2 [==============================] - 0s 9ms/step >24, 209/693, d1=0.369, d2=0.482 g=2.175 2/2 [==============================] - 0s 13ms/step >24, 210/693, d1=0.355, d2=0.400 g=2.242 2/2 [==============================] - 0s 13ms/step >24, 211/693, d1=0.426, d2=0.307 g=2.453 2/2 [==============================] - 0s 13ms/step >24, 212/693, d1=0.423, d2=0.433 g=2.084 2/2 [==============================] - 0s 12ms/step >24, 213/693, d1=0.416, d2=0.342 g=2.723 2/2 [==============================] - 0s 13ms/step >24, 214/693, d1=0.365, d2=0.423 g=3.069 2/2 [==============================] - 0s 12ms/step >24, 215/693, d1=0.501, d2=0.428 g=2.801 2/2 [==============================] - 0s 13ms/step >24, 216/693, d1=0.306, d2=0.376 g=2.196 2/2 [==============================] - 0s 13ms/step >24, 217/693, d1=0.702, d2=0.403 g=2.555 2/2 [==============================] - 0s 12ms/step >24, 218/693, d1=0.522, d2=0.519 g=2.224 2/2 [==============================] - 0s 13ms/step >24, 219/693, d1=0.514, d2=0.498 g=2.243 2/2 [==============================] - 0s 13ms/step >24, 220/693, d1=0.438, d2=0.542 g=2.887 2/2 [==============================] - 0s 13ms/step >24, 221/693, d1=0.363, d2=0.395 g=2.629 2/2 [==============================] - 0s 13ms/step >24, 222/693, d1=0.459, d2=0.323 g=2.229 2/2 [==============================] - 0s 15ms/step >24, 223/693, d1=0.446, d2=0.442 g=2.072 2/2 [==============================] - 0s 14ms/step >24, 224/693, d1=0.339, d2=0.448 g=2.596 2/2 [==============================] - 0s 13ms/step >24, 225/693, d1=0.429, d2=0.316 g=2.991 2/2 [==============================] - 0s 12ms/step >24, 226/693, d1=0.438, d2=0.353 g=2.318 2/2 [==============================] - 0s 13ms/step >24, 227/693, d1=0.494, d2=0.437 g=2.474 2/2 [==============================] - 0s 13ms/step >24, 228/693, d1=0.611, d2=0.347 g=2.105 2/2 [==============================] - 0s 13ms/step >24, 229/693, d1=0.386, d2=0.489 g=2.221 2/2 [==============================] - 0s 14ms/step >24, 230/693, d1=0.310, d2=0.410 g=2.712 2/2 [==============================] - 0s 13ms/step >24, 231/693, d1=0.541, d2=0.399 g=2.111 2/2 [==============================] - 0s 12ms/step >24, 232/693, d1=0.474, d2=0.436 g=2.156 2/2 [==============================] - 0s 13ms/step >24, 233/693, d1=0.451, d2=0.507 g=2.082 2/2 [==============================] - 0s 12ms/step >24, 234/693, d1=0.727, d2=0.399 g=2.191 2/2 [==============================] - 0s 11ms/step >24, 235/693, d1=0.497, d2=0.354 g=1.745 2/2 [==============================] - 0s 14ms/step >24, 236/693, d1=0.459, d2=0.404 g=2.154 2/2 [==============================] - 0s 15ms/step >24, 237/693, d1=0.380, d2=0.545 g=2.300 2/2 [==============================] - 0s 13ms/step >24, 238/693, d1=0.311, d2=0.300 g=2.142 2/2 [==============================] - 0s 14ms/step >24, 239/693, d1=0.546, d2=0.414 g=2.302 2/2 [==============================] - 0s 13ms/step >24, 240/693, d1=0.476, d2=0.382 g=2.403 2/2 [==============================] - 0s 13ms/step >24, 241/693, d1=0.563, d2=0.413 g=2.125 2/2 [==============================] - 0s 13ms/step >24, 242/693, d1=0.409, d2=0.500 g=2.137 2/2 [==============================] - 0s 13ms/step >24, 243/693, d1=0.470, d2=0.372 g=2.279 2/2 [==============================] - 0s 13ms/step >24, 244/693, d1=0.453, d2=0.441 g=3.003 2/2 [==============================] - 0s 14ms/step >24, 245/693, d1=0.451, d2=0.336 g=2.535 2/2 [==============================] - 0s 13ms/step >24, 246/693, d1=0.515, d2=0.422 g=2.680 2/2 [==============================] - 0s 13ms/step >24, 247/693, d1=0.455, d2=0.434 g=2.586 2/2 [==============================] - 0s 14ms/step >24, 248/693, d1=0.422, d2=0.447 g=3.271 2/2 [==============================] - 0s 13ms/step >24, 249/693, d1=0.428, d2=0.345 g=2.411 2/2 [==============================] - 0s 14ms/step >24, 250/693, d1=0.468, d2=0.477 g=2.304 2/2 [==============================] - 0s 14ms/step >24, 251/693, d1=0.380, d2=0.538 g=2.833 2/2 [==============================] - 0s 12ms/step >24, 252/693, d1=0.524, d2=0.341 g=2.419 2/2 [==============================] - 0s 13ms/step >24, 253/693, d1=0.474, d2=0.455 g=2.394 2/2 [==============================] - 0s 14ms/step >24, 254/693, d1=0.438, d2=0.508 g=1.949 2/2 [==============================] - 0s 15ms/step >24, 255/693, d1=0.692, d2=0.390 g=2.058 2/2 [==============================] - 0s 14ms/step >24, 256/693, d1=0.491, d2=0.445 g=3.657 2/2 [==============================] - 0s 12ms/step >24, 257/693, d1=0.600, d2=0.330 g=2.339 2/2 [==============================] - 0s 13ms/step >24, 258/693, d1=0.476, d2=0.556 g=2.225 2/2 [==============================] - 0s 13ms/step >24, 259/693, d1=0.483, d2=0.521 g=2.478 2/2 [==============================] - 0s 12ms/step >24, 260/693, d1=0.483, d2=0.366 g=2.457 2/2 [==============================] - 0s 13ms/step >24, 261/693, d1=0.515, d2=0.273 g=2.054 2/2 [==============================] - 0s 15ms/step >24, 262/693, d1=0.366, d2=0.440 g=2.820 2/2 [==============================] - 0s 13ms/step >24, 263/693, d1=0.377, d2=0.414 g=2.441 2/2 [==============================] - 0s 13ms/step >24, 264/693, d1=0.378, d2=0.345 g=2.608 2/2 [==============================] - 0s 12ms/step >24, 265/693, d1=0.461, d2=0.343 g=2.613 2/2 [==============================] - 0s 11ms/step >24, 266/693, d1=0.398, d2=0.611 g=2.103 2/2 [==============================] - 0s 12ms/step >24, 267/693, d1=0.377, d2=0.377 g=2.113 2/2 [==============================] - 0s 12ms/step >24, 268/693, d1=0.428, d2=0.478 g=2.830 2/2 [==============================] - 0s 12ms/step >24, 269/693, d1=0.291, d2=0.341 g=3.013 2/2 [==============================] - 0s 12ms/step >24, 270/693, d1=0.654, d2=0.444 g=2.957 2/2 [==============================] - 0s 14ms/step >24, 271/693, d1=0.717, d2=0.377 g=2.661 2/2 [==============================] - 0s 12ms/step >24, 272/693, d1=0.319, d2=0.513 g=2.345 2/2 [==============================] - 0s 15ms/step >24, 273/693, d1=0.497, d2=0.511 g=2.251 2/2 [==============================] - 0s 14ms/step >24, 274/693, d1=0.487, d2=0.364 g=2.672 2/2 [==============================] - 0s 12ms/step >24, 275/693, d1=0.408, d2=0.370 g=2.274 2/2 [==============================] - 0s 14ms/step >24, 276/693, d1=0.433, d2=0.454 g=2.461 2/2 [==============================] - 0s 13ms/step >24, 277/693, d1=0.521, d2=0.489 g=2.476 2/2 [==============================] - 0s 13ms/step >24, 278/693, d1=0.484, d2=0.512 g=2.758 2/2 [==============================] - 0s 14ms/step >24, 279/693, d1=0.527, d2=0.383 g=2.488 2/2 [==============================] - 0s 13ms/step >24, 280/693, d1=0.478, d2=0.455 g=3.179 2/2 [==============================] - 0s 13ms/step >24, 281/693, d1=0.376, d2=0.511 g=3.003 2/2 [==============================] - 0s 13ms/step >24, 282/693, d1=0.447, d2=0.365 g=2.594 2/2 [==============================] - 0s 12ms/step >24, 283/693, d1=0.612, d2=0.374 g=1.930 2/2 [==============================] - 0s 14ms/step >24, 284/693, d1=0.328, d2=0.433 g=2.091 2/2 [==============================] - 0s 13ms/step >24, 285/693, d1=0.615, d2=0.456 g=3.041 2/2 [==============================] - 0s 12ms/step >24, 286/693, d1=0.447, d2=0.297 g=1.736 2/2 [==============================] - 0s 14ms/step >24, 287/693, d1=0.309, d2=0.462 g=2.937 2/2 [==============================] - 0s 14ms/step >24, 288/693, d1=0.387, d2=0.437 g=2.684 2/2 [==============================] - 0s 12ms/step >24, 289/693, d1=0.506, d2=0.295 g=2.453 2/2 [==============================] - 0s 12ms/step >24, 290/693, d1=0.459, d2=0.445 g=2.361 2/2 [==============================] - 0s 14ms/step >24, 291/693, d1=0.320, d2=0.466 g=2.996 2/2 [==============================] - 0s 14ms/step >24, 292/693, d1=0.558, d2=0.293 g=2.237 2/2 [==============================] - 0s 12ms/step >24, 293/693, d1=0.481, d2=0.369 g=1.748 2/2 [==============================] - 0s 13ms/step >24, 294/693, d1=0.409, d2=0.518 g=3.052 2/2 [==============================] - 0s 12ms/step >24, 295/693, d1=0.534, d2=0.407 g=2.417 2/2 [==============================] - 0s 12ms/step >24, 296/693, d1=0.540, d2=0.309 g=2.458 2/2 [==============================] - 0s 12ms/step >24, 297/693, d1=0.511, d2=0.446 g=2.572 2/2 [==============================] - 0s 14ms/step >24, 298/693, d1=0.367, d2=0.489 g=2.013 2/2 [==============================] - 0s 12ms/step >24, 299/693, d1=0.487, d2=0.408 g=2.068 2/2 [==============================] - 0s 12ms/step >24, 300/693, d1=0.511, d2=0.590 g=2.284 2/2 [==============================] - 0s 13ms/step >24, 301/693, d1=0.389, d2=0.393 g=2.316 2/2 [==============================] - 0s 13ms/step >24, 302/693, d1=0.566, d2=0.345 g=2.495 2/2 [==============================] - 0s 13ms/step >24, 303/693, d1=0.362, d2=0.476 g=2.676 2/2 [==============================] - 0s 13ms/step >24, 304/693, d1=0.422, d2=0.373 g=3.073 2/2 [==============================] - 0s 12ms/step >24, 305/693, d1=0.521, d2=0.317 g=2.289 2/2 [==============================] - 0s 13ms/step >24, 306/693, d1=0.344, d2=0.384 g=1.956 2/2 [==============================] - 0s 13ms/step >24, 307/693, d1=0.410, d2=0.370 g=2.284 2/2 [==============================] - 0s 11ms/step >24, 308/693, d1=0.441, d2=0.384 g=2.658 2/2 [==============================] - 0s 11ms/step >24, 309/693, d1=0.495, d2=0.388 g=2.433 2/2 [==============================] - 0s 11ms/step >24, 310/693, d1=0.521, d2=0.420 g=1.826 2/2 [==============================] - 0s 14ms/step >24, 311/693, d1=0.391, d2=0.325 g=2.537 2/2 [==============================] - 0s 12ms/step >24, 312/693, d1=0.574, d2=0.448 g=2.720 2/2 [==============================] - 0s 14ms/step >24, 313/693, d1=0.524, d2=0.399 g=2.106 2/2 [==============================] - 0s 14ms/step >24, 314/693, d1=0.395, d2=0.390 g=1.993 2/2 [==============================] - 0s 11ms/step >24, 315/693, d1=0.420, d2=0.330 g=2.041 2/2 [==============================] - 0s 13ms/step >24, 316/693, d1=0.385, d2=0.504 g=3.134 2/2 [==============================] - 0s 12ms/step >24, 317/693, d1=0.588, d2=0.396 g=2.026 2/2 [==============================] - 0s 12ms/step >24, 318/693, d1=0.456, d2=0.340 g=2.410 2/2 [==============================] - 0s 14ms/step >24, 319/693, d1=0.369, d2=0.430 g=2.516 2/2 [==============================] - 0s 12ms/step >24, 320/693, d1=0.458, d2=0.322 g=2.489 2/2 [==============================] - 0s 14ms/step >24, 321/693, d1=0.576, d2=0.499 g=2.903 2/2 [==============================] - 0s 14ms/step >24, 322/693, d1=0.346, d2=0.340 g=1.979 2/2 [==============================] - 0s 12ms/step >24, 323/693, d1=0.351, d2=0.434 g=2.341 2/2 [==============================] - 0s 14ms/step >24, 324/693, d1=0.385, d2=0.328 g=1.781 2/2 [==============================] - 0s 12ms/step >24, 325/693, d1=0.349, d2=0.527 g=3.245 2/2 [==============================] - 0s 13ms/step >24, 326/693, d1=0.480, d2=0.441 g=2.543 2/2 [==============================] - 0s 12ms/step >24, 327/693, d1=0.514, d2=0.482 g=2.297 2/2 [==============================] - 0s 12ms/step >24, 328/693, d1=0.542, d2=0.382 g=2.244 2/2 [==============================] - 0s 12ms/step >24, 329/693, d1=0.479, d2=0.433 g=2.736 2/2 [==============================] - 0s 13ms/step >24, 330/693, d1=0.472, d2=0.408 g=2.397 2/2 [==============================] - 0s 14ms/step >24, 331/693, d1=0.509, d2=0.384 g=3.019 2/2 [==============================] - 0s 13ms/step >24, 332/693, d1=0.423, d2=0.422 g=2.895 2/2 [==============================] - 0s 14ms/step >24, 333/693, d1=0.467, d2=0.335 g=2.368 2/2 [==============================] - 0s 12ms/step >24, 334/693, d1=0.447, d2=0.397 g=2.503 2/2 [==============================] - 0s 14ms/step >24, 335/693, d1=0.355, d2=0.412 g=2.508 2/2 [==============================] - 0s 13ms/step >24, 336/693, d1=0.350, d2=0.380 g=2.406 2/2 [==============================] - 0s 12ms/step >24, 337/693, d1=0.527, d2=0.497 g=3.052 2/2 [==============================] - 0s 14ms/step >24, 338/693, d1=0.498, d2=0.422 g=2.599 2/2 [==============================] - 0s 12ms/step >24, 339/693, d1=0.456, d2=0.312 g=2.414 2/2 [==============================] - 0s 13ms/step >24, 340/693, d1=0.437, d2=0.498 g=2.516 2/2 [==============================] - 0s 13ms/step >24, 341/693, d1=0.436, d2=0.368 g=2.770 2/2 [==============================] - 0s 13ms/step >24, 342/693, d1=0.343, d2=0.376 g=2.542 2/2 [==============================] - 0s 13ms/step >24, 343/693, d1=0.461, d2=0.510 g=2.629 2/2 [==============================] - 0s 13ms/step >24, 344/693, d1=0.637, d2=0.333 g=2.161 2/2 [==============================] - 0s 13ms/step >24, 345/693, d1=0.489, d2=0.527 g=3.024 2/2 [==============================] - 0s 13ms/step >24, 346/693, d1=0.448, d2=0.373 g=2.635 2/2 [==============================] - 0s 13ms/step >24, 347/693, d1=0.504, d2=0.453 g=2.087 2/2 [==============================] - 0s 11ms/step >24, 348/693, d1=0.453, d2=0.412 g=2.047 2/2 [==============================] - 0s 13ms/step >24, 349/693, d1=0.487, d2=0.518 g=2.571 2/2 [==============================] - 0s 14ms/step >24, 350/693, d1=0.480, d2=0.361 g=2.928 2/2 [==============================] - 0s 11ms/step >24, 351/693, d1=0.460, d2=0.473 g=2.349 2/2 [==============================] - 0s 13ms/step >24, 352/693, d1=0.508, d2=0.406 g=2.239 2/2 [==============================] - 0s 14ms/step >24, 353/693, d1=0.398, d2=0.377 g=2.457 2/2 [==============================] - 0s 14ms/step >24, 354/693, d1=0.457, d2=0.376 g=2.310 2/2 [==============================] - 0s 13ms/step >24, 355/693, d1=0.580, d2=0.313 g=2.689 2/2 [==============================] - 0s 13ms/step >24, 356/693, d1=0.330, d2=0.465 g=2.918 2/2 [==============================] - 0s 13ms/step >24, 357/693, d1=0.508, d2=0.380 g=1.821 2/2 [==============================] - 0s 14ms/step >24, 358/693, d1=0.425, d2=0.279 g=2.467 2/2 [==============================] - 0s 13ms/step >24, 359/693, d1=0.513, d2=0.505 g=2.080 2/2 [==============================] - 0s 14ms/step >24, 360/693, d1=0.420, d2=0.543 g=2.540 2/2 [==============================] - 0s 13ms/step >24, 361/693, d1=0.500, d2=0.402 g=2.127 2/2 [==============================] - 0s 12ms/step >24, 362/693, d1=0.465, d2=0.438 g=2.658 2/2 [==============================] - 0s 12ms/step >24, 363/693, d1=0.588, d2=0.419 g=2.366 2/2 [==============================] - 0s 12ms/step >24, 364/693, d1=0.513, d2=0.430 g=2.868 2/2 [==============================] - 0s 14ms/step >24, 365/693, d1=0.445, d2=0.409 g=2.511 2/2 [==============================] - 0s 13ms/step >24, 366/693, d1=0.501, d2=0.501 g=2.247 2/2 [==============================] - 0s 12ms/step >24, 367/693, d1=0.374, d2=0.352 g=2.703 2/2 [==============================] - 0s 12ms/step >24, 368/693, d1=0.346, d2=0.379 g=3.113 2/2 [==============================] - 0s 13ms/step >24, 369/693, d1=0.477, d2=0.439 g=2.115 2/2 [==============================] - 0s 14ms/step >24, 370/693, d1=0.521, d2=0.363 g=2.418 2/2 [==============================] - 0s 13ms/step >24, 371/693, d1=0.465, d2=0.372 g=1.945 2/2 [==============================] - 0s 12ms/step >24, 372/693, d1=0.354, d2=0.392 g=2.430 2/2 [==============================] - 0s 13ms/step >24, 373/693, d1=0.283, d2=0.378 g=2.146 2/2 [==============================] - 0s 13ms/step >24, 374/693, d1=0.473, d2=0.322 g=2.012 2/2 [==============================] - 0s 12ms/step >24, 375/693, d1=0.527, d2=0.466 g=2.679 2/2 [==============================] - 0s 13ms/step >24, 376/693, d1=0.574, d2=0.530 g=2.729 2/2 [==============================] - 0s 13ms/step >24, 377/693, d1=0.287, d2=0.318 g=2.659 2/2 [==============================] - 0s 13ms/step >24, 378/693, d1=0.470, d2=0.432 g=2.432 2/2 [==============================] - 0s 12ms/step >24, 379/693, d1=0.419, d2=0.326 g=1.966 2/2 [==============================] - 0s 15ms/step >24, 380/693, d1=0.392, d2=0.454 g=2.347 2/2 [==============================] - 0s 14ms/step >24, 381/693, d1=0.502, d2=0.445 g=2.009 2/2 [==============================] - 0s 12ms/step >24, 382/693, d1=0.529, d2=0.349 g=2.092 2/2 [==============================] - 0s 13ms/step >24, 383/693, d1=0.322, d2=0.414 g=2.715 2/2 [==============================] - 0s 13ms/step >24, 384/693, d1=0.430, d2=0.351 g=3.303 2/2 [==============================] - 0s 11ms/step >24, 385/693, d1=0.425, d2=0.419 g=2.550 2/2 [==============================] - 0s 11ms/step >24, 386/693, d1=0.454, d2=0.365 g=1.813 2/2 [==============================] - 0s 12ms/step >24, 387/693, d1=0.520, d2=0.452 g=2.481 2/2 [==============================] - 0s 13ms/step >24, 388/693, d1=0.374, d2=0.491 g=2.550 2/2 [==============================] - 0s 13ms/step >24, 389/693, d1=0.508, d2=0.456 g=2.274 2/2 [==============================] - 0s 13ms/step >24, 390/693, d1=0.356, d2=0.326 g=2.572 2/2 [==============================] - 0s 13ms/step >24, 391/693, d1=0.481, d2=0.417 g=1.785 2/2 [==============================] - 0s 13ms/step >24, 392/693, d1=0.463, d2=0.367 g=2.417 2/2 [==============================] - 0s 13ms/step >24, 393/693, d1=0.469, d2=0.435 g=1.860 2/2 [==============================] - 0s 14ms/step >24, 394/693, d1=0.345, d2=0.501 g=2.857 2/2 [==============================] - 0s 12ms/step >24, 395/693, d1=0.513, d2=0.384 g=2.431 2/2 [==============================] - 0s 13ms/step >24, 396/693, d1=0.454, d2=0.352 g=2.925 2/2 [==============================] - 0s 14ms/step >24, 397/693, d1=0.370, d2=0.368 g=2.862 2/2 [==============================] - 0s 13ms/step >24, 398/693, d1=0.310, d2=0.324 g=2.217 2/2 [==============================] - 0s 12ms/step >24, 399/693, d1=0.507, d2=0.505 g=2.607 2/2 [==============================] - 0s 12ms/step >24, 400/693, d1=0.482, d2=0.454 g=2.321 2/2 [==============================] - 0s 13ms/step >24, 401/693, d1=0.329, d2=0.281 g=2.373 2/2 [==============================] - 0s 13ms/step >24, 402/693, d1=0.406, d2=0.449 g=2.063 2/2 [==============================] - 0s 13ms/step >24, 403/693, d1=0.440, d2=0.341 g=2.038 2/2 [==============================] - 0s 12ms/step >24, 404/693, d1=0.435, d2=0.364 g=2.366 2/2 [==============================] - 0s 13ms/step >24, 405/693, d1=0.438, d2=0.561 g=2.174 2/2 [==============================] - 0s 13ms/step >24, 406/693, d1=0.479, d2=0.355 g=2.602 2/2 [==============================] - 0s 13ms/step >24, 407/693, d1=0.490, d2=0.500 g=2.145 2/2 [==============================] - 0s 13ms/step >24, 408/693, d1=0.452, d2=0.438 g=2.228 2/2 [==============================] - 0s 12ms/step >24, 409/693, d1=0.555, d2=0.560 g=2.158 2/2 [==============================] - 0s 13ms/step >24, 410/693, d1=0.395, d2=0.388 g=2.954 2/2 [==============================] - 0s 13ms/step >24, 411/693, d1=0.466, d2=0.414 g=2.591 2/2 [==============================] - 0s 13ms/step >24, 412/693, d1=0.399, d2=0.441 g=2.636 2/2 [==============================] - 0s 14ms/step >24, 413/693, d1=0.519, d2=0.392 g=2.156 2/2 [==============================] - 0s 13ms/step >24, 414/693, d1=0.348, d2=0.402 g=2.291 2/2 [==============================] - 0s 12ms/step >24, 415/693, d1=0.560, d2=0.421 g=1.815 2/2 [==============================] - 0s 12ms/step >24, 416/693, d1=0.412, d2=0.475 g=2.124 2/2 [==============================] - 0s 13ms/step >24, 417/693, d1=0.472, d2=0.457 g=2.537 2/2 [==============================] - 0s 13ms/step >24, 418/693, d1=0.574, d2=0.434 g=1.895 2/2 [==============================] - 0s 12ms/step >24, 419/693, d1=0.413, d2=0.503 g=2.478 2/2 [==============================] - 0s 13ms/step >24, 420/693, d1=0.411, d2=0.426 g=2.544 2/2 [==============================] - 0s 13ms/step >24, 421/693, d1=0.443, d2=0.460 g=2.654 2/2 [==============================] - 0s 14ms/step >24, 422/693, d1=0.495, d2=0.392 g=3.321 2/2 [==============================] - 0s 13ms/step >24, 423/693, d1=0.462, d2=0.323 g=2.656 2/2 [==============================] - 0s 13ms/step >24, 424/693, d1=0.454, d2=0.355 g=3.563 2/2 [==============================] - 0s 13ms/step >24, 425/693, d1=0.331, d2=0.346 g=3.236 2/2 [==============================] - 0s 15ms/step >24, 426/693, d1=0.470, d2=0.319 g=2.634 2/2 [==============================] - 0s 12ms/step >24, 427/693, d1=0.541, d2=0.400 g=2.251 2/2 [==============================] - 0s 12ms/step >24, 428/693, d1=0.383, d2=0.366 g=3.523 2/2 [==============================] - 0s 13ms/step >24, 429/693, d1=0.359, d2=0.397 g=3.268 2/2 [==============================] - 0s 12ms/step >24, 430/693, d1=0.388, d2=0.416 g=3.146 2/2 [==============================] - 0s 12ms/step >24, 431/693, d1=0.460, d2=0.341 g=2.734 2/2 [==============================] - 0s 14ms/step >24, 432/693, d1=0.479, d2=0.308 g=2.425 2/2 [==============================] - 0s 11ms/step >24, 433/693, d1=0.350, d2=0.420 g=2.322 2/2 [==============================] - 0s 12ms/step >24, 434/693, d1=0.337, d2=0.482 g=2.579 2/2 [==============================] - 0s 13ms/step >24, 435/693, d1=0.338, d2=0.285 g=2.619 2/2 [==============================] - 0s 13ms/step >24, 436/693, d1=0.544, d2=0.365 g=4.093 2/2 [==============================] - 0s 12ms/step >24, 437/693, d1=0.390, d2=0.428 g=2.554 2/2 [==============================] - 0s 12ms/step >24, 438/693, d1=0.503, d2=0.481 g=2.340 2/2 [==============================] - 0s 15ms/step >24, 439/693, d1=0.364, d2=0.280 g=2.289 2/2 [==============================] - 0s 14ms/step >24, 440/693, d1=0.385, d2=0.432 g=2.280 2/2 [==============================] - 0s 13ms/step >24, 441/693, d1=0.414, d2=0.433 g=4.063 2/2 [==============================] - 0s 12ms/step >24, 442/693, d1=0.571, d2=0.429 g=3.015 2/2 [==============================] - 0s 12ms/step >24, 443/693, d1=0.273, d2=0.363 g=2.319 2/2 [==============================] - 0s 14ms/step >24, 444/693, d1=0.370, d2=0.443 g=2.804 2/2 [==============================] - 0s 13ms/step >24, 445/693, d1=0.554, d2=0.366 g=2.953 2/2 [==============================] - 0s 14ms/step >24, 446/693, d1=0.630, d2=0.597 g=2.800 2/2 [==============================] - 0s 14ms/step >24, 447/693, d1=0.428, d2=0.402 g=2.948 2/2 [==============================] - 0s 12ms/step >24, 448/693, d1=0.384, d2=0.320 g=2.185 2/2 [==============================] - 0s 13ms/step >24, 449/693, d1=0.513, d2=0.480 g=3.169 2/2 [==============================] - 0s 13ms/step >24, 450/693, d1=0.386, d2=0.205 g=5.506 2/2 [==============================] - 0s 13ms/step >24, 451/693, d1=0.454, d2=0.352 g=2.720 2/2 [==============================] - 0s 14ms/step >24, 452/693, d1=0.481, d2=0.358 g=3.554 2/2 [==============================] - 0s 14ms/step >24, 453/693, d1=0.263, d2=0.322 g=2.351 2/2 [==============================] - 0s 13ms/step >24, 454/693, d1=0.339, d2=0.270 g=3.888 2/2 [==============================] - 0s 12ms/step >24, 455/693, d1=0.380, d2=0.209 g=3.709 2/2 [==============================] - 0s 13ms/step >24, 456/693, d1=0.228, d2=0.220 g=3.173 2/2 [==============================] - 0s 13ms/step >24, 457/693, d1=0.239, d2=0.287 g=3.680 2/2 [==============================] - 0s 12ms/step >24, 458/693, d1=0.347, d2=0.382 g=3.736 2/2 [==============================] - 0s 14ms/step >24, 459/693, d1=0.303, d2=0.410 g=3.486 2/2 [==============================] - 0s 12ms/step >24, 460/693, d1=0.250, d2=0.269 g=3.398 2/2 [==============================] - 0s 14ms/step >24, 461/693, d1=0.350, d2=0.362 g=3.252 2/2 [==============================] - 0s 13ms/step >24, 462/693, d1=0.226, d2=0.344 g=3.772 2/2 [==============================] - 0s 12ms/step >24, 463/693, d1=0.520, d2=0.371 g=2.843 2/2 [==============================] - 0s 13ms/step >24, 464/693, d1=0.436, d2=0.446 g=2.842 2/2 [==============================] - 0s 12ms/step >24, 465/693, d1=0.360, d2=0.357 g=3.362 2/2 [==============================] - 0s 13ms/step >24, 466/693, d1=0.476, d2=0.416 g=3.079 2/2 [==============================] - 0s 14ms/step >24, 467/693, d1=0.664, d2=0.351 g=4.142 2/2 [==============================] - 0s 12ms/step >24, 468/693, d1=0.373, d2=0.549 g=2.677 2/2 [==============================] - 0s 13ms/step >24, 469/693, d1=0.249, d2=0.292 g=3.127 2/2 [==============================] - 0s 12ms/step >24, 470/693, d1=0.519, d2=0.325 g=3.180 2/2 [==============================] - 0s 12ms/step >24, 471/693, d1=0.371, d2=0.481 g=2.845 2/2 [==============================] - 0s 15ms/step >24, 472/693, d1=0.402, d2=0.315 g=2.870 2/2 [==============================] - 0s 14ms/step >24, 473/693, d1=0.250, d2=0.487 g=3.645 2/2 [==============================] - 0s 13ms/step >24, 474/693, d1=0.658, d2=0.321 g=2.627 2/2 [==============================] - 0s 13ms/step >24, 475/693, d1=0.297, d2=0.328 g=3.647 2/2 [==============================] - 0s 14ms/step >24, 476/693, d1=0.437, d2=0.379 g=3.962 2/2 [==============================] - 0s 15ms/step >24, 477/693, d1=0.473, d2=0.291 g=2.504 2/2 [==============================] - 0s 11ms/step >24, 478/693, d1=0.376, d2=0.459 g=3.478 2/2 [==============================] - 0s 12ms/step >24, 479/693, d1=0.348, d2=0.404 g=3.704 2/2 [==============================] - 0s 12ms/step >24, 480/693, d1=0.527, d2=0.291 g=3.409 2/2 [==============================] - 0s 13ms/step >24, 481/693, d1=0.388, d2=0.370 g=2.663 2/2 [==============================] - 0s 13ms/step >24, 482/693, d1=0.400, d2=0.421 g=3.046 2/2 [==============================] - 0s 13ms/step >24, 483/693, d1=0.491, d2=0.495 g=2.873 2/2 [==============================] - 0s 12ms/step >24, 484/693, d1=0.449, d2=0.352 g=2.485 2/2 [==============================] - 0s 11ms/step >24, 485/693, d1=0.523, d2=0.525 g=3.611 2/2 [==============================] - 0s 12ms/step >24, 486/693, d1=0.488, d2=0.359 g=3.719 2/2 [==============================] - 0s 13ms/step >24, 487/693, d1=0.425, d2=0.472 g=2.876 2/2 [==============================] - 0s 12ms/step >24, 488/693, d1=0.408, d2=0.425 g=2.844 2/2 [==============================] - 0s 13ms/step >24, 489/693, d1=0.670, d2=0.364 g=2.526 2/2 [==============================] - 0s 13ms/step >24, 490/693, d1=0.568, d2=0.403 g=3.031 2/2 [==============================] - 0s 14ms/step >24, 491/693, d1=0.384, d2=0.471 g=3.095 2/2 [==============================] - 0s 14ms/step >24, 492/693, d1=0.541, d2=0.404 g=1.978 2/2 [==============================] - 0s 13ms/step >24, 493/693, d1=0.361, d2=0.507 g=2.468 2/2 [==============================] - 0s 11ms/step >24, 494/693, d1=0.347, d2=0.330 g=2.480 2/2 [==============================] - 0s 14ms/step >24, 495/693, d1=0.595, d2=0.450 g=2.774 2/2 [==============================] - 0s 15ms/step >24, 496/693, d1=0.631, d2=0.522 g=2.911 2/2 [==============================] - 0s 12ms/step >24, 497/693, d1=0.304, d2=0.494 g=2.823 2/2 [==============================] - 0s 12ms/step >24, 498/693, d1=0.408, d2=0.271 g=2.514 2/2 [==============================] - 0s 12ms/step >24, 499/693, d1=0.459, d2=0.279 g=2.790 2/2 [==============================] - 0s 14ms/step >24, 500/693, d1=0.416, d2=0.497 g=3.158 2/2 [==============================] - 0s 13ms/step >24, 501/693, d1=0.438, d2=0.317 g=3.218 2/2 [==============================] - 0s 14ms/step >24, 502/693, d1=0.341, d2=0.429 g=2.622 2/2 [==============================] - 0s 12ms/step >24, 503/693, d1=0.313, d2=0.448 g=3.165 2/2 [==============================] - 0s 13ms/step >24, 504/693, d1=0.358, d2=0.376 g=1.989 2/2 [==============================] - 0s 12ms/step >24, 505/693, d1=0.574, d2=0.502 g=2.488 2/2 [==============================] - 0s 13ms/step >24, 506/693, d1=0.480, d2=0.358 g=2.179 2/2 [==============================] - 0s 12ms/step >24, 507/693, d1=0.454, d2=0.397 g=2.826 2/2 [==============================] - 0s 15ms/step >24, 508/693, d1=0.426, d2=0.328 g=2.430 2/2 [==============================] - 0s 14ms/step >24, 509/693, d1=0.302, d2=0.524 g=2.772 2/2 [==============================] - 0s 13ms/step >24, 510/693, d1=0.439, d2=0.380 g=3.015 2/2 [==============================] - 0s 13ms/step >24, 511/693, d1=0.521, d2=0.365 g=2.479 2/2 [==============================] - 0s 12ms/step >24, 512/693, d1=0.566, d2=0.440 g=2.521 2/2 [==============================] - 0s 13ms/step >24, 513/693, d1=0.480, d2=0.342 g=2.542 2/2 [==============================] - 0s 12ms/step >24, 514/693, d1=0.341, d2=0.489 g=2.011 2/2 [==============================] - 0s 13ms/step >24, 515/693, d1=0.394, d2=0.389 g=3.121 2/2 [==============================] - 0s 12ms/step >24, 516/693, d1=0.447, d2=0.483 g=2.000 2/2 [==============================] - 0s 13ms/step >24, 517/693, d1=0.419, d2=0.308 g=3.481 2/2 [==============================] - 0s 13ms/step >24, 518/693, d1=0.412, d2=0.477 g=2.475 2/2 [==============================] - 0s 13ms/step >24, 519/693, d1=0.544, d2=0.341 g=2.897 2/2 [==============================] - 0s 14ms/step >24, 520/693, d1=0.338, d2=0.408 g=2.811 2/2 [==============================] - 0s 14ms/step >24, 521/693, d1=0.485, d2=0.388 g=2.448 2/2 [==============================] - 0s 13ms/step >24, 522/693, d1=0.537, d2=0.356 g=2.408 2/2 [==============================] - 0s 12ms/step >24, 523/693, d1=0.451, d2=0.449 g=2.286 2/2 [==============================] - 0s 12ms/step >24, 524/693, d1=0.448, d2=0.393 g=2.540 2/2 [==============================] - 0s 12ms/step >24, 525/693, d1=0.378, d2=0.463 g=2.902 2/2 [==============================] - 0s 14ms/step >24, 526/693, d1=0.573, d2=0.370 g=2.445 2/2 [==============================] - 0s 14ms/step >24, 527/693, d1=0.401, d2=0.426 g=2.822 2/2 [==============================] - 0s 12ms/step >24, 528/693, d1=0.405, d2=0.404 g=2.960 2/2 [==============================] - 0s 14ms/step >24, 529/693, d1=0.342, d2=0.340 g=2.197 2/2 [==============================] - 0s 12ms/step >24, 530/693, d1=0.632, d2=0.404 g=3.633 2/2 [==============================] - 0s 12ms/step >24, 531/693, d1=0.462, d2=0.417 g=3.201 2/2 [==============================] - 0s 13ms/step >24, 532/693, d1=0.389, d2=0.327 g=2.738 2/2 [==============================] - 0s 14ms/step >24, 533/693, d1=0.467, d2=0.361 g=1.952 2/2 [==============================] - 0s 14ms/step >24, 534/693, d1=0.354, d2=0.341 g=3.622 2/2 [==============================] - 0s 14ms/step >24, 535/693, d1=0.446, d2=0.302 g=3.187 2/2 [==============================] - 0s 13ms/step >24, 536/693, d1=0.415, d2=0.454 g=3.043 2/2 [==============================] - 0s 13ms/step >24, 537/693, d1=0.419, d2=0.488 g=2.486 2/2 [==============================] - 0s 12ms/step >24, 538/693, d1=0.464, d2=0.422 g=2.699 2/2 [==============================] - 0s 14ms/step >24, 539/693, d1=0.398, d2=0.420 g=3.441 2/2 [==============================] - 0s 14ms/step >24, 540/693, d1=0.415, d2=0.304 g=2.237 2/2 [==============================] - 0s 13ms/step >24, 541/693, d1=0.539, d2=0.334 g=2.665 2/2 [==============================] - 0s 11ms/step >24, 542/693, d1=0.380, d2=0.380 g=2.739 2/2 [==============================] - 0s 12ms/step >24, 543/693, d1=0.371, d2=0.453 g=3.355 2/2 [==============================] - 0s 15ms/step >24, 544/693, d1=0.461, d2=0.342 g=3.640 2/2 [==============================] - 0s 12ms/step >24, 545/693, d1=0.391, d2=0.281 g=2.181 2/2 [==============================] - 0s 11ms/step >24, 546/693, d1=0.492, d2=0.417 g=2.902 2/2 [==============================] - 0s 12ms/step >24, 547/693, d1=0.409, d2=0.434 g=2.172 2/2 [==============================] - 0s 12ms/step >24, 548/693, d1=0.704, d2=0.556 g=2.432 2/2 [==============================] - 0s 12ms/step >24, 549/693, d1=0.416, d2=0.384 g=2.966 2/2 [==============================] - 0s 13ms/step >24, 550/693, d1=0.502, d2=0.484 g=3.387 2/2 [==============================] - 0s 14ms/step >24, 551/693, d1=0.502, d2=0.416 g=2.897 2/2 [==============================] - 0s 13ms/step >24, 552/693, d1=0.491, d2=0.527 g=2.743 2/2 [==============================] - 0s 13ms/step >24, 553/693, d1=0.379, d2=0.381 g=2.741 2/2 [==============================] - 0s 13ms/step >24, 554/693, d1=0.341, d2=0.353 g=3.302 2/2 [==============================] - 0s 13ms/step >24, 555/693, d1=0.523, d2=0.327 g=2.867 2/2 [==============================] - 0s 13ms/step >24, 556/693, d1=0.319, d2=0.334 g=2.728 2/2 [==============================] - 0s 13ms/step >24, 557/693, d1=0.424, d2=0.413 g=1.929 2/2 [==============================] - 0s 13ms/step >24, 558/693, d1=0.402, d2=0.416 g=2.412 2/2 [==============================] - 0s 13ms/step >24, 559/693, d1=0.484, d2=0.355 g=3.761 2/2 [==============================] - 0s 12ms/step >24, 560/693, d1=0.552, d2=0.379 g=3.213 2/2 [==============================] - 0s 13ms/step >24, 561/693, d1=0.462, d2=0.480 g=3.026 2/2 [==============================] - 0s 12ms/step >24, 562/693, d1=0.452, d2=0.400 g=3.436 2/2 [==============================] - 0s 14ms/step >24, 563/693, d1=0.439, d2=0.416 g=3.019 2/2 [==============================] - 0s 13ms/step >24, 564/693, d1=0.368, d2=0.406 g=4.105 2/2 [==============================] - 0s 13ms/step >24, 565/693, d1=0.578, d2=0.364 g=2.485 2/2 [==============================] - 0s 12ms/step >24, 566/693, d1=0.302, d2=0.354 g=2.951 2/2 [==============================] - 0s 12ms/step >24, 567/693, d1=0.411, d2=0.392 g=3.137 2/2 [==============================] - 0s 12ms/step >24, 568/693, d1=0.401, d2=0.301 g=2.836 2/2 [==============================] - 0s 11ms/step >24, 569/693, d1=0.556, d2=0.542 g=3.306 2/2 [==============================] - 0s 14ms/step >24, 570/693, d1=0.470, d2=0.438 g=3.081 2/2 [==============================] - 0s 12ms/step >24, 571/693, d1=0.444, d2=0.486 g=2.529 2/2 [==============================] - 0s 14ms/step >24, 572/693, d1=0.557, d2=0.421 g=2.897 2/2 [==============================] - 0s 14ms/step >24, 573/693, d1=0.463, d2=0.389 g=2.246 2/2 [==============================] - 0s 13ms/step >24, 574/693, d1=0.447, d2=0.348 g=2.020 2/2 [==============================] - 0s 14ms/step >24, 575/693, d1=0.401, d2=0.375 g=3.200 2/2 [==============================] - 0s 13ms/step >24, 576/693, d1=0.512, d2=0.369 g=2.678 2/2 [==============================] - 0s 14ms/step >24, 577/693, d1=0.402, d2=0.459 g=2.834 2/2 [==============================] - 0s 12ms/step >24, 578/693, d1=0.275, d2=0.379 g=2.562 2/2 [==============================] - 0s 12ms/step >24, 579/693, d1=0.408, d2=0.389 g=2.608 2/2 [==============================] - 0s 12ms/step >24, 580/693, d1=0.486, d2=0.323 g=2.530 2/2 [==============================] - 0s 13ms/step >24, 581/693, d1=0.549, d2=0.514 g=2.363 2/2 [==============================] - 0s 13ms/step >24, 582/693, d1=0.392, d2=0.318 g=3.079 2/2 [==============================] - 0s 12ms/step >24, 583/693, d1=0.493, d2=0.422 g=2.254 2/2 [==============================] - 0s 12ms/step >24, 584/693, d1=0.293, d2=0.336 g=2.778 2/2 [==============================] - 0s 12ms/step >24, 585/693, d1=0.475, d2=0.277 g=2.494 2/2 [==============================] - 0s 12ms/step >24, 586/693, d1=0.601, d2=0.512 g=2.281 2/2 [==============================] - 0s 12ms/step >24, 587/693, d1=0.375, d2=0.390 g=2.968 2/2 [==============================] - 0s 11ms/step >24, 588/693, d1=0.391, d2=0.328 g=2.178 2/2 [==============================] - 0s 14ms/step >24, 589/693, d1=0.473, d2=0.328 g=2.327 2/2 [==============================] - 0s 12ms/step >24, 590/693, d1=0.560, d2=0.449 g=2.126 2/2 [==============================] - 0s 13ms/step >24, 591/693, d1=0.485, d2=0.405 g=2.090 2/2 [==============================] - 0s 12ms/step >24, 592/693, d1=0.320, d2=0.419 g=2.233 2/2 [==============================] - 0s 12ms/step >24, 593/693, d1=0.581, d2=0.410 g=2.307 2/2 [==============================] - 0s 13ms/step >24, 594/693, d1=0.384, d2=0.377 g=2.798 2/2 [==============================] - 0s 13ms/step >24, 595/693, d1=0.357, d2=0.464 g=3.223 2/2 [==============================] - 0s 13ms/step >24, 596/693, d1=0.490, d2=0.343 g=3.047 2/2 [==============================] - 0s 16ms/step >24, 597/693, d1=0.391, d2=0.294 g=2.328 2/2 [==============================] - 0s 13ms/step >24, 598/693, d1=0.443, d2=0.432 g=3.094 2/2 [==============================] - 0s 12ms/step >24, 599/693, d1=0.435, d2=0.327 g=2.183 2/2 [==============================] - 0s 12ms/step >24, 600/693, d1=0.459, d2=0.416 g=3.087 2/2 [==============================] - 0s 13ms/step >24, 601/693, d1=0.388, d2=0.473 g=2.518 2/2 [==============================] - 0s 13ms/step >24, 602/693, d1=0.308, d2=0.402 g=3.138 2/2 [==============================] - 0s 13ms/step >24, 603/693, d1=0.502, d2=0.354 g=2.111 2/2 [==============================] - 0s 14ms/step >24, 604/693, d1=0.451, d2=0.417 g=2.422 2/2 [==============================] - 0s 14ms/step >24, 605/693, d1=0.421, d2=0.439 g=2.769 2/2 [==============================] - 0s 12ms/step >24, 606/693, d1=0.523, d2=0.327 g=2.328 2/2 [==============================] - 0s 13ms/step >24, 607/693, d1=0.385, d2=0.365 g=1.941 2/2 [==============================] - 0s 15ms/step >24, 608/693, d1=0.420, d2=0.488 g=2.532 2/2 [==============================] - 0s 13ms/step >24, 609/693, d1=0.622, d2=0.417 g=2.307 2/2 [==============================] - 0s 14ms/step >24, 610/693, d1=0.456, d2=0.350 g=3.215 2/2 [==============================] - 0s 13ms/step >24, 611/693, d1=0.418, d2=0.449 g=2.519 2/2 [==============================] - 0s 13ms/step >24, 612/693, d1=0.289, d2=0.331 g=2.592 2/2 [==============================] - 0s 13ms/step >24, 613/693, d1=0.255, d2=0.346 g=2.727 2/2 [==============================] - 0s 14ms/step >24, 614/693, d1=0.630, d2=0.410 g=2.590 2/2 [==============================] - 0s 15ms/step >24, 615/693, d1=0.448, d2=0.529 g=2.116 2/2 [==============================] - 0s 14ms/step >24, 616/693, d1=0.571, d2=0.479 g=2.658 2/2 [==============================] - 0s 12ms/step >24, 617/693, d1=0.524, d2=0.360 g=2.460 2/2 [==============================] - 0s 13ms/step >24, 618/693, d1=0.434, d2=0.329 g=2.152 2/2 [==============================] - 0s 11ms/step >24, 619/693, d1=0.353, d2=0.397 g=2.498 2/2 [==============================] - 0s 12ms/step >24, 620/693, d1=0.446, d2=0.445 g=2.402 2/2 [==============================] - 0s 12ms/step >24, 621/693, d1=0.467, d2=0.407 g=2.462 2/2 [==============================] - 0s 12ms/step >24, 622/693, d1=0.351, d2=0.290 g=2.465 2/2 [==============================] - 0s 12ms/step >24, 623/693, d1=0.514, d2=0.412 g=2.828 2/2 [==============================] - 0s 13ms/step >24, 624/693, d1=0.376, d2=0.481 g=2.134 2/2 [==============================] - 0s 13ms/step >24, 625/693, d1=0.414, d2=0.327 g=2.691 2/2 [==============================] - 0s 13ms/step >24, 626/693, d1=0.426, d2=0.368 g=2.161 2/2 [==============================] - 0s 14ms/step >24, 627/693, d1=0.355, d2=0.391 g=2.366 2/2 [==============================] - 0s 13ms/step >24, 628/693, d1=0.430, d2=0.425 g=2.768 2/2 [==============================] - 0s 13ms/step >24, 629/693, d1=0.577, d2=0.349 g=2.641 2/2 [==============================] - 0s 12ms/step >24, 630/693, d1=0.505, d2=0.506 g=2.568 2/2 [==============================] - 0s 13ms/step >24, 631/693, d1=0.434, d2=0.361 g=2.082 2/2 [==============================] - 0s 12ms/step >24, 632/693, d1=0.428, d2=0.367 g=1.991 2/2 [==============================] - 0s 14ms/step >24, 633/693, d1=0.502, d2=0.495 g=2.049 2/2 [==============================] - 0s 13ms/step >24, 634/693, d1=0.499, d2=0.463 g=2.600 2/2 [==============================] - 0s 12ms/step >24, 635/693, d1=0.549, d2=0.410 g=1.740 2/2 [==============================] - 0s 13ms/step >24, 636/693, d1=0.395, d2=0.366 g=2.511 2/2 [==============================] - 0s 14ms/step >24, 637/693, d1=0.294, d2=0.412 g=2.750 2/2 [==============================] - 0s 14ms/step >24, 638/693, d1=0.422, d2=0.407 g=2.593 2/2 [==============================] - 0s 12ms/step >24, 639/693, d1=0.541, d2=0.433 g=2.057 2/2 [==============================] - 0s 13ms/step >24, 640/693, d1=0.467, d2=0.339 g=2.022 2/2 [==============================] - 0s 13ms/step >24, 641/693, d1=0.530, d2=0.376 g=2.004 2/2 [==============================] - 0s 12ms/step >24, 642/693, d1=0.391, d2=0.666 g=2.115 2/2 [==============================] - 0s 12ms/step >24, 643/693, d1=0.493, d2=0.281 g=2.182 2/2 [==============================] - 0s 14ms/step >24, 644/693, d1=0.464, d2=0.383 g=2.209 2/2 [==============================] - 0s 15ms/step >24, 645/693, d1=0.423, d2=0.488 g=2.638 2/2 [==============================] - 0s 15ms/step >24, 646/693, d1=0.430, d2=0.407 g=2.406 2/2 [==============================] - 0s 13ms/step >24, 647/693, d1=0.359, d2=0.313 g=2.707 2/2 [==============================] - 0s 13ms/step >24, 648/693, d1=0.378, d2=0.358 g=2.745 2/2 [==============================] - 0s 14ms/step >24, 649/693, d1=0.419, d2=0.373 g=2.178 2/2 [==============================] - 0s 13ms/step >24, 650/693, d1=0.366, d2=0.442 g=2.539 2/2 [==============================] - 0s 13ms/step >24, 651/693, d1=0.600, d2=0.284 g=2.145 2/2 [==============================] - 0s 14ms/step >24, 652/693, d1=0.585, d2=0.424 g=2.005 2/2 [==============================] - 0s 14ms/step >24, 653/693, d1=0.310, d2=0.604 g=2.256 2/2 [==============================] - 0s 12ms/step >24, 654/693, d1=0.414, d2=0.333 g=2.804 2/2 [==============================] - 0s 13ms/step >24, 655/693, d1=0.491, d2=0.340 g=2.455 2/2 [==============================] - 0s 14ms/step >24, 656/693, d1=0.515, d2=0.514 g=2.581 2/2 [==============================] - 0s 14ms/step >24, 657/693, d1=0.416, d2=0.631 g=2.398 2/2 [==============================] - 0s 14ms/step >24, 658/693, d1=0.416, d2=0.401 g=2.433 2/2 [==============================] - 0s 13ms/step >24, 659/693, d1=0.417, d2=0.377 g=2.361 2/2 [==============================] - 0s 13ms/step >24, 660/693, d1=0.464, d2=0.403 g=2.228 2/2 [==============================] - 0s 13ms/step >24, 661/693, d1=0.537, d2=0.379 g=2.302 2/2 [==============================] - 0s 14ms/step >24, 662/693, d1=0.435, d2=0.501 g=2.309 2/2 [==============================] - 0s 11ms/step >24, 663/693, d1=0.367, d2=0.337 g=2.393 2/2 [==============================] - 0s 13ms/step >24, 664/693, d1=0.358, d2=0.381 g=2.151 2/2 [==============================] - 0s 11ms/step >24, 665/693, d1=0.412, d2=0.474 g=2.476 2/2 [==============================] - 0s 12ms/step >24, 666/693, d1=0.520, d2=0.324 g=2.538 2/2 [==============================] - 0s 13ms/step >24, 667/693, d1=0.550, d2=0.379 g=2.570 2/2 [==============================] - 0s 14ms/step >24, 668/693, d1=0.386, d2=0.525 g=2.554 2/2 [==============================] - 0s 13ms/step >24, 669/693, d1=0.447, d2=0.519 g=2.378 2/2 [==============================] - 0s 14ms/step >24, 670/693, d1=0.505, d2=0.331 g=2.374 2/2 [==============================] - 0s 13ms/step >24, 671/693, d1=0.424, d2=0.365 g=2.202 2/2 [==============================] - 0s 14ms/step >24, 672/693, d1=0.638, d2=0.443 g=2.445 2/2 [==============================] - 0s 16ms/step >24, 673/693, d1=0.515, d2=0.417 g=2.185 2/2 [==============================] - 0s 13ms/step >24, 674/693, d1=0.447, d2=0.279 g=2.344 2/2 [==============================] - 0s 13ms/step >24, 675/693, d1=0.261, d2=0.374 g=2.109 2/2 [==============================] - 0s 12ms/step >24, 676/693, d1=0.431, d2=0.431 g=2.115 2/2 [==============================] - 0s 13ms/step >24, 677/693, d1=0.538, d2=0.313 g=2.243 2/2 [==============================] - 0s 12ms/step >24, 678/693, d1=0.436, d2=0.455 g=2.096 2/2 [==============================] - 0s 14ms/step >24, 679/693, d1=0.389, d2=0.534 g=2.255 2/2 [==============================] - 0s 12ms/step >24, 680/693, d1=0.460, d2=0.340 g=2.696 2/2 [==============================] - 0s 13ms/step >24, 681/693, d1=0.546, d2=0.380 g=2.054 2/2 [==============================] - 0s 14ms/step >24, 682/693, d1=0.437, d2=0.358 g=2.289 2/2 [==============================] - 0s 12ms/step >24, 683/693, d1=0.493, d2=0.462 g=2.350 2/2 [==============================] - 0s 13ms/step >24, 684/693, d1=0.452, d2=0.464 g=2.131 2/2 [==============================] - 0s 13ms/step >24, 685/693, d1=0.546, d2=0.356 g=2.017 2/2 [==============================] - 0s 14ms/step >24, 686/693, d1=0.467, d2=0.475 g=2.705 2/2 [==============================] - 0s 11ms/step >24, 687/693, d1=0.332, d2=0.448 g=2.531 2/2 [==============================] - 0s 11ms/step >24, 688/693, d1=0.589, d2=0.404 g=2.649 2/2 [==============================] - 0s 14ms/step >24, 689/693, d1=0.516, d2=0.365 g=2.240 2/2 [==============================] - 0s 14ms/step >24, 690/693, d1=0.513, d2=0.325 g=2.209 2/2 [==============================] - 0s 13ms/step >24, 691/693, d1=0.369, d2=0.504 g=2.409 2/2 [==============================] - 0s 13ms/step >24, 692/693, d1=0.400, d2=0.310 g=2.359 2/2 [==============================] - 0s 12ms/step >24, 693/693, d1=0.549, d2=0.483 g=2.665 2/2 [==============================] - 0s 13ms/step >25, 1/693, d1=0.371, d2=0.398 g=2.346 2/2 [==============================] - 0s 13ms/step >25, 2/693, d1=0.365, d2=0.530 g=2.059 2/2 [==============================] - 0s 12ms/step >25, 3/693, d1=0.417, d2=0.347 g=2.856 2/2 [==============================] - 0s 13ms/step >25, 4/693, d1=0.509, d2=0.423 g=2.248 2/2 [==============================] - 0s 13ms/step >25, 5/693, d1=0.511, d2=0.332 g=2.517 2/2 [==============================] - 0s 15ms/step >25, 6/693, d1=0.484, d2=0.413 g=2.194 2/2 [==============================] - 0s 14ms/step >25, 7/693, d1=0.449, d2=0.454 g=1.902 2/2 [==============================] - 0s 13ms/step >25, 8/693, d1=0.393, d2=0.468 g=2.446 2/2 [==============================] - 0s 14ms/step >25, 9/693, d1=0.332, d2=0.306 g=2.711 2/2 [==============================] - 0s 13ms/step >25, 10/693, d1=0.537, d2=0.400 g=3.239 2/2 [==============================] - 0s 15ms/step >25, 11/693, d1=0.445, d2=0.377 g=2.212 2/2 [==============================] - 0s 14ms/step >25, 12/693, d1=0.487, d2=0.417 g=2.374 2/2 [==============================] - 0s 14ms/step >25, 13/693, d1=0.536, d2=0.478 g=2.649 2/2 [==============================] - 0s 13ms/step >25, 14/693, d1=0.335, d2=0.367 g=2.529 2/2 [==============================] - 0s 14ms/step >25, 15/693, d1=0.522, d2=0.352 g=2.711 2/2 [==============================] - 0s 12ms/step >25, 16/693, d1=0.306, d2=0.406 g=2.067 2/2 [==============================] - 0s 13ms/step >25, 17/693, d1=0.415, d2=0.400 g=2.616 2/2 [==============================] - 0s 13ms/step >25, 18/693, d1=0.416, d2=0.358 g=2.476 2/2 [==============================] - 0s 14ms/step >25, 19/693, d1=0.637, d2=0.391 g=2.077 2/2 [==============================] - 0s 14ms/step >25, 20/693, d1=0.458, d2=0.436 g=2.351 2/2 [==============================] - 0s 15ms/step >25, 21/693, d1=0.355, d2=0.372 g=2.214 2/2 [==============================] - 0s 13ms/step >25, 22/693, d1=0.373, d2=0.294 g=2.389 2/2 [==============================] - 0s 12ms/step >25, 23/693, d1=0.469, d2=0.417 g=2.795 2/2 [==============================] - 0s 12ms/step >25, 24/693, d1=0.463, d2=0.390 g=2.167 2/2 [==============================] - 0s 13ms/step >25, 25/693, d1=0.380, d2=0.437 g=2.451 2/2 [==============================] - 0s 14ms/step >25, 26/693, d1=0.442, d2=0.492 g=2.494 2/2 [==============================] - 0s 12ms/step >25, 27/693, d1=0.388, d2=0.410 g=2.296 2/2 [==============================] - 0s 12ms/step >25, 28/693, d1=0.561, d2=0.421 g=1.990 2/2 [==============================] - 0s 12ms/step >25, 29/693, d1=0.498, d2=0.413 g=2.167 2/2 [==============================] - 0s 11ms/step >25, 30/693, d1=0.454, d2=0.422 g=1.969 2/2 [==============================] - 0s 11ms/step >25, 31/693, d1=0.408, d2=0.497 g=2.333 2/2 [==============================] - 0s 13ms/step >25, 32/693, d1=0.416, d2=0.259 g=2.551 2/2 [==============================] - 0s 13ms/step >25, 33/693, d1=0.570, d2=0.435 g=2.390 2/2 [==============================] - 0s 12ms/step >25, 34/693, d1=0.303, d2=0.444 g=2.180 2/2 [==============================] - 0s 12ms/step >25, 35/693, d1=0.332, d2=0.316 g=2.217 2/2 [==============================] - 0s 12ms/step >25, 36/693, d1=0.557, d2=0.430 g=2.576 2/2 [==============================] - 0s 14ms/step >25, 37/693, d1=0.380, d2=0.346 g=2.893 2/2 [==============================] - 0s 13ms/step >25, 38/693, d1=0.493, d2=0.465 g=2.726 2/2 [==============================] - 0s 13ms/step >25, 39/693, d1=0.400, d2=0.454 g=2.387 2/2 [==============================] - 0s 14ms/step >25, 40/693, d1=0.365, d2=0.393 g=3.268 2/2 [==============================] - 0s 14ms/step >25, 41/693, d1=0.552, d2=0.416 g=2.307 2/2 [==============================] - 0s 13ms/step >25, 42/693, d1=0.467, d2=0.517 g=2.531 2/2 [==============================] - 0s 12ms/step >25, 43/693, d1=0.347, d2=0.255 g=2.622 2/2 [==============================] - 0s 11ms/step >25, 44/693, d1=0.492, d2=0.440 g=2.646 2/2 [==============================] - 0s 12ms/step >25, 45/693, d1=0.442, d2=0.334 g=2.067 2/2 [==============================] - 0s 13ms/step >25, 46/693, d1=0.572, d2=0.434 g=2.972 2/2 [==============================] - 0s 13ms/step >25, 47/693, d1=0.437, d2=0.398 g=2.243 2/2 [==============================] - 0s 12ms/step >25, 48/693, d1=0.636, d2=0.458 g=2.149 2/2 [==============================] - 0s 12ms/step >25, 49/693, d1=0.401, d2=0.404 g=1.955 2/2 [==============================] - 0s 14ms/step >25, 50/693, d1=0.499, d2=0.433 g=2.307 2/2 [==============================] - 0s 14ms/step >25, 51/693, d1=0.502, d2=0.426 g=2.449 2/2 [==============================] - 0s 13ms/step >25, 52/693, d1=0.359, d2=0.450 g=2.124 2/2 [==============================] - 0s 13ms/step >25, 53/693, d1=0.555, d2=0.373 g=2.635 2/2 [==============================] - 0s 13ms/step >25, 54/693, d1=0.338, d2=0.492 g=2.784 2/2 [==============================] - 0s 14ms/step >25, 55/693, d1=0.476, d2=0.294 g=2.225 2/2 [==============================] - 0s 13ms/step >25, 56/693, d1=0.384, d2=0.343 g=2.059 2/2 [==============================] - 0s 14ms/step >25, 57/693, d1=0.303, d2=0.373 g=2.348 2/2 [==============================] - 0s 13ms/step >25, 58/693, d1=0.399, d2=0.360 g=2.084 2/2 [==============================] - 0s 14ms/step >25, 59/693, d1=0.270, d2=0.389 g=2.168 2/2 [==============================] - 0s 13ms/step >25, 60/693, d1=0.421, d2=0.367 g=2.412 2/2 [==============================] - 0s 14ms/step >25, 61/693, d1=0.427, d2=0.378 g=2.246 2/2 [==============================] - 0s 12ms/step >25, 62/693, d1=0.400, d2=0.454 g=2.325 2/2 [==============================] - 0s 13ms/step >25, 63/693, d1=0.577, d2=0.466 g=2.175 2/2 [==============================] - 0s 11ms/step >25, 64/693, d1=0.495, d2=0.416 g=2.016 2/2 [==============================] - 0s 12ms/step >25, 65/693, d1=0.418, d2=0.352 g=1.999 2/2 [==============================] - 0s 14ms/step >25, 66/693, d1=0.457, d2=0.458 g=2.652 2/2 [==============================] - 0s 12ms/step >25, 67/693, d1=0.507, d2=0.401 g=2.694 2/2 [==============================] - 0s 14ms/step >25, 68/693, d1=0.426, d2=0.366 g=2.859 2/2 [==============================] - 0s 15ms/step >25, 69/693, d1=0.515, d2=0.390 g=2.178 2/2 [==============================] - 0s 13ms/step >25, 70/693, d1=0.375, d2=0.547 g=2.505 2/2 [==============================] - 0s 11ms/step >25, 71/693, d1=0.414, d2=0.319 g=2.409 2/2 [==============================] - 0s 13ms/step >25, 72/693, d1=0.460, d2=0.321 g=2.505 2/2 [==============================] - 0s 13ms/step >25, 73/693, d1=0.294, d2=0.328 g=2.741 2/2 [==============================] - 0s 14ms/step >25, 74/693, d1=0.341, d2=0.453 g=2.351 2/2 [==============================] - 0s 13ms/step >25, 75/693, d1=0.453, d2=0.469 g=2.879 2/2 [==============================] - 0s 13ms/step >25, 76/693, d1=0.499, d2=0.421 g=2.368 2/2 [==============================] - 0s 15ms/step >25, 77/693, d1=0.415, d2=0.400 g=1.915 2/2 [==============================] - 0s 13ms/step >25, 78/693, d1=0.591, d2=0.410 g=2.849 2/2 [==============================] - 0s 12ms/step >25, 79/693, d1=0.465, d2=0.496 g=2.021 2/2 [==============================] - 0s 14ms/step >25, 80/693, d1=0.424, d2=0.294 g=3.034 2/2 [==============================] - 0s 12ms/step >25, 81/693, d1=0.576, d2=0.375 g=2.529 2/2 [==============================] - 0s 13ms/step >25, 82/693, d1=0.439, d2=0.422 g=2.435 2/2 [==============================] - 0s 12ms/step >25, 83/693, d1=0.394, d2=0.331 g=2.103 2/2 [==============================] - 0s 13ms/step >25, 84/693, d1=0.455, d2=0.511 g=2.264 2/2 [==============================] - 0s 14ms/step >25, 85/693, d1=0.265, d2=0.391 g=3.138 2/2 [==============================] - 0s 12ms/step >25, 86/693, d1=0.485, d2=0.298 g=2.526 2/2 [==============================] - 0s 13ms/step >25, 87/693, d1=0.413, d2=0.406 g=2.550 2/2 [==============================] - 0s 14ms/step >25, 88/693, d1=0.506, d2=0.414 g=2.336 2/2 [==============================] - 0s 13ms/step >25, 89/693, d1=0.371, d2=0.335 g=1.932 2/2 [==============================] - 0s 12ms/step >25, 90/693, d1=0.467, d2=0.550 g=2.786 2/2 [==============================] - 0s 13ms/step >25, 91/693, d1=0.410, d2=0.308 g=2.647 2/2 [==============================] - 0s 12ms/step >25, 92/693, d1=0.504, d2=0.284 g=2.757 2/2 [==============================] - 0s 14ms/step >25, 93/693, d1=0.595, d2=0.529 g=2.436 2/2 [==============================] - 0s 13ms/step >25, 94/693, d1=0.493, d2=0.469 g=2.172 2/2 [==============================] - 0s 13ms/step >25, 95/693, d1=0.417, d2=0.279 g=2.215 2/2 [==============================] - 0s 12ms/step >25, 96/693, d1=0.409, d2=0.378 g=2.471 2/2 [==============================] - 0s 13ms/step >25, 97/693, d1=0.369, d2=0.405 g=2.280 2/2 [==============================] - 0s 13ms/step >25, 98/693, d1=0.354, d2=0.374 g=2.189 2/2 [==============================] - 0s 14ms/step >25, 99/693, d1=0.468, d2=0.470 g=2.509 2/2 [==============================] - 0s 15ms/step >25, 100/693, d1=0.648, d2=0.365 g=2.214 2/2 [==============================] - 0s 12ms/step >25, 101/693, d1=0.435, d2=0.517 g=2.865 2/2 [==============================] - 0s 14ms/step >25, 102/693, d1=0.323, d2=0.393 g=2.724 2/2 [==============================] - 0s 13ms/step >25, 103/693, d1=0.550, d2=0.259 g=2.372 2/2 [==============================] - 0s 13ms/step >25, 104/693, d1=0.537, d2=0.431 g=2.349 2/2 [==============================] - 0s 15ms/step >25, 105/693, d1=0.404, d2=0.473 g=2.306 2/2 [==============================] - 0s 13ms/step >25, 106/693, d1=0.309, d2=0.437 g=2.376 2/2 [==============================] - 0s 13ms/step >25, 107/693, d1=0.595, d2=0.289 g=2.492 2/2 [==============================] - 0s 12ms/step >25, 108/693, d1=0.494, d2=0.540 g=2.542 2/2 [==============================] - 0s 15ms/step >25, 109/693, d1=0.350, d2=0.457 g=2.584 2/2 [==============================] - 0s 13ms/step >25, 110/693, d1=0.495, d2=0.366 g=2.352 2/2 [==============================] - 0s 11ms/step >25, 111/693, d1=0.412, d2=0.315 g=2.689 2/2 [==============================] - 0s 12ms/step >25, 112/693, d1=0.502, d2=0.376 g=2.410 2/2 [==============================] - 0s 12ms/step >25, 113/693, d1=0.436, d2=0.556 g=2.404 2/2 [==============================] - 0s 12ms/step >25, 114/693, d1=0.412, d2=0.456 g=2.124 2/2 [==============================] - 0s 14ms/step >25, 115/693, d1=0.548, d2=0.415 g=2.316 2/2 [==============================] - 0s 15ms/step >25, 116/693, d1=0.399, d2=0.352 g=2.561 2/2 [==============================] - 0s 12ms/step >25, 117/693, d1=0.426, d2=0.329 g=2.187 2/2 [==============================] - 0s 12ms/step >25, 118/693, d1=0.491, d2=0.418 g=2.023 2/2 [==============================] - 0s 12ms/step >25, 119/693, d1=0.460, d2=0.407 g=2.352 2/2 [==============================] - 0s 13ms/step >25, 120/693, d1=0.449, d2=0.508 g=2.234 2/2 [==============================] - 0s 13ms/step >25, 121/693, d1=0.420, d2=0.427 g=1.986 2/2 [==============================] - 0s 14ms/step >25, 122/693, d1=0.476, d2=0.398 g=2.196 2/2 [==============================] - 0s 14ms/step >25, 123/693, d1=0.533, d2=0.425 g=2.073 2/2 [==============================] - 0s 14ms/step >25, 124/693, d1=0.323, d2=0.490 g=2.085 2/2 [==============================] - 0s 13ms/step >25, 125/693, d1=0.442, d2=0.369 g=2.329 2/2 [==============================] - 0s 13ms/step >25, 126/693, d1=0.536, d2=0.470 g=2.355 2/2 [==============================] - 0s 13ms/step >25, 127/693, d1=0.371, d2=0.340 g=2.402 2/2 [==============================] - 0s 14ms/step >25, 128/693, d1=0.479, d2=0.359 g=2.763 2/2 [==============================] - 0s 14ms/step >25, 129/693, d1=0.398, d2=0.417 g=1.975 2/2 [==============================] - 0s 14ms/step >25, 130/693, d1=0.609, d2=0.474 g=2.306 2/2 [==============================] - 0s 14ms/step >25, 131/693, d1=0.361, d2=0.596 g=2.686 2/2 [==============================] - 0s 13ms/step >25, 132/693, d1=0.428, d2=0.256 g=2.508 2/2 [==============================] - 0s 13ms/step >25, 133/693, d1=0.572, d2=0.410 g=2.549 2/2 [==============================] - 0s 13ms/step >25, 134/693, d1=0.424, d2=0.421 g=2.224 2/2 [==============================] - 0s 13ms/step >25, 135/693, d1=0.356, d2=0.324 g=2.025 2/2 [==============================] - 0s 13ms/step >25, 136/693, d1=0.403, d2=0.390 g=2.316 2/2 [==============================] - 0s 12ms/step >25, 137/693, d1=0.361, d2=0.404 g=2.226 2/2 [==============================] - 0s 12ms/step >25, 138/693, d1=0.439, d2=0.539 g=2.061 2/2 [==============================] - 0s 13ms/step >25, 139/693, d1=0.561, d2=0.376 g=2.556 2/2 [==============================] - 0s 15ms/step >25, 140/693, d1=0.629, d2=0.387 g=2.308 2/2 [==============================] - 0s 13ms/step >25, 141/693, d1=0.404, d2=0.540 g=2.556 2/2 [==============================] - 0s 13ms/step >25, 142/693, d1=0.362, d2=0.457 g=3.126 2/2 [==============================] - 0s 13ms/step >25, 143/693, d1=0.479, d2=0.294 g=2.698 2/2 [==============================] - 0s 14ms/step >25, 144/693, d1=0.461, d2=0.434 g=2.664 2/2 [==============================] - 0s 12ms/step >25, 145/693, d1=0.403, d2=0.406 g=2.035 2/2 [==============================] - 0s 13ms/step >25, 146/693, d1=0.489, d2=0.359 g=2.403 2/2 [==============================] - 0s 13ms/step >25, 147/693, d1=0.437, d2=0.472 g=2.545 2/2 [==============================] - 0s 13ms/step >25, 148/693, d1=0.507, d2=0.363 g=2.325 2/2 [==============================] - 0s 12ms/step >25, 149/693, d1=0.345, d2=0.427 g=1.925 2/2 [==============================] - 0s 13ms/step >25, 150/693, d1=0.413, d2=0.424 g=2.389 2/2 [==============================] - 0s 13ms/step >25, 151/693, d1=0.533, d2=0.379 g=2.094 2/2 [==============================] - 0s 13ms/step >25, 152/693, d1=0.550, d2=0.317 g=1.997 2/2 [==============================] - 0s 14ms/step >25, 153/693, d1=0.401, d2=0.433 g=2.093 2/2 [==============================] - 0s 14ms/step >25, 154/693, d1=0.396, d2=0.487 g=2.495 2/2 [==============================] - 0s 13ms/step >25, 155/693, d1=0.424, d2=0.398 g=2.956 2/2 [==============================] - 0s 13ms/step >25, 156/693, d1=0.388, d2=0.316 g=3.218 2/2 [==============================] - 0s 13ms/step >25, 157/693, d1=0.548, d2=0.352 g=2.055 2/2 [==============================] - 0s 13ms/step >25, 158/693, d1=0.387, d2=0.514 g=2.223 2/2 [==============================] - 0s 13ms/step >25, 159/693, d1=0.463, d2=0.398 g=2.110 2/2 [==============================] - 0s 11ms/step >25, 160/693, d1=0.563, d2=0.481 g=2.207 2/2 [==============================] - 0s 12ms/step >25, 161/693, d1=0.471, d2=0.485 g=2.219 2/2 [==============================] - 0s 11ms/step >25, 162/693, d1=0.430, d2=0.303 g=2.462 2/2 [==============================] - 0s 12ms/step >25, 163/693, d1=0.442, d2=0.441 g=2.068 2/2 [==============================] - 0s 13ms/step >25, 164/693, d1=0.531, d2=0.303 g=1.806 2/2 [==============================] - 0s 14ms/step >25, 165/693, d1=0.370, d2=0.433 g=1.985 2/2 [==============================] - 0s 12ms/step >25, 166/693, d1=0.560, d2=0.468 g=1.877 2/2 [==============================] - 0s 13ms/step >25, 167/693, d1=0.369, d2=0.620 g=2.606 2/2 [==============================] - 0s 13ms/step >25, 168/693, d1=0.361, d2=0.349 g=2.512 2/2 [==============================] - 0s 13ms/step >25, 169/693, d1=0.465, d2=0.432 g=1.949 2/2 [==============================] - 0s 14ms/step >25, 170/693, d1=0.483, d2=0.417 g=2.378 2/2 [==============================] - 0s 12ms/step >25, 171/693, d1=0.346, d2=0.389 g=2.583 2/2 [==============================] - 0s 13ms/step >25, 172/693, d1=0.562, d2=0.368 g=1.943 2/2 [==============================] - 0s 12ms/step >25, 173/693, d1=0.393, d2=0.500 g=2.371 2/2 [==============================] - 0s 13ms/step >25, 174/693, d1=0.575, d2=0.504 g=1.816 2/2 [==============================] - 0s 12ms/step >25, 175/693, d1=0.410, d2=0.267 g=2.764 2/2 [==============================] - 0s 13ms/step >25, 176/693, d1=0.416, d2=0.360 g=2.405 2/2 [==============================] - 0s 14ms/step >25, 177/693, d1=0.447, d2=0.366 g=2.074 2/2 [==============================] - 0s 14ms/step >25, 178/693, d1=0.470, d2=0.328 g=2.010 2/2 [==============================] - 0s 18ms/step >25, 179/693, d1=0.339, d2=0.378 g=2.086 2/2 [==============================] - 0s 15ms/step >25, 180/693, d1=0.285, d2=0.482 g=2.478 2/2 [==============================] - 0s 13ms/step >25, 181/693, d1=0.401, d2=0.281 g=2.700 2/2 [==============================] - 0s 12ms/step >25, 182/693, d1=0.579, d2=0.425 g=2.446 2/2 [==============================] - 0s 13ms/step >25, 183/693, d1=0.498, d2=0.465 g=2.100 2/2 [==============================] - 0s 12ms/step >25, 184/693, d1=0.570, d2=0.419 g=2.361 2/2 [==============================] - 0s 12ms/step >25, 185/693, d1=0.493, d2=0.346 g=1.844 2/2 [==============================] - 0s 12ms/step >25, 186/693, d1=0.342, d2=0.383 g=2.578 2/2 [==============================] - 0s 12ms/step >25, 187/693, d1=0.444, d2=0.383 g=2.334 2/2 [==============================] - 0s 14ms/step >25, 188/693, d1=0.523, d2=0.417 g=2.135 2/2 [==============================] - 0s 14ms/step >25, 189/693, d1=0.375, d2=0.389 g=2.347 2/2 [==============================] - 0s 12ms/step >25, 190/693, d1=0.436, d2=0.303 g=2.597 2/2 [==============================] - 0s 13ms/step >25, 191/693, d1=0.376, d2=0.296 g=1.926 2/2 [==============================] - 0s 14ms/step >25, 192/693, d1=0.516, d2=0.390 g=2.529 2/2 [==============================] - 0s 13ms/step >25, 193/693, d1=0.457, d2=0.412 g=2.363 2/2 [==============================] - 0s 14ms/step >25, 194/693, d1=0.446, d2=0.471 g=2.357 2/2 [==============================] - 0s 12ms/step >25, 195/693, d1=0.694, d2=0.475 g=2.111 2/2 [==============================] - 0s 14ms/step >25, 196/693, d1=0.389, d2=0.542 g=2.296 2/2 [==============================] - 0s 13ms/step >25, 197/693, d1=0.525, d2=0.397 g=2.099 2/2 [==============================] - 0s 15ms/step >25, 198/693, d1=0.504, d2=0.547 g=2.113 2/2 [==============================] - 0s 13ms/step >25, 199/693, d1=0.450, d2=0.366 g=2.471 2/2 [==============================] - 0s 13ms/step >25, 200/693, d1=0.484, d2=0.385 g=2.267 2/2 [==============================] - 0s 12ms/step >25, 201/693, d1=0.450, d2=0.352 g=2.146 2/2 [==============================] - 0s 13ms/step >25, 202/693, d1=0.321, d2=0.423 g=2.154 2/2 [==============================] - 0s 13ms/step >25, 203/693, d1=0.436, d2=0.291 g=2.372 2/2 [==============================] - 0s 12ms/step >25, 204/693, d1=0.402, d2=0.374 g=2.474 2/2 [==============================] - 0s 12ms/step >25, 205/693, d1=0.449, d2=0.397 g=2.723 2/2 [==============================] - 0s 11ms/step >25, 206/693, d1=0.587, d2=0.354 g=2.761 2/2 [==============================] - 0s 14ms/step >25, 207/693, d1=0.432, d2=0.518 g=3.045 2/2 [==============================] - 0s 14ms/step >25, 208/693, d1=0.466, d2=0.348 g=2.185 2/2 [==============================] - 0s 12ms/step >25, 209/693, d1=0.373, d2=0.331 g=2.459 2/2 [==============================] - 0s 13ms/step >25, 210/693, d1=0.531, d2=0.390 g=2.517 2/2 [==============================] - 0s 12ms/step >25, 211/693, d1=0.445, d2=0.400 g=2.235 2/2 [==============================] - 0s 13ms/step >25, 212/693, d1=0.495, d2=0.449 g=2.529 2/2 [==============================] - 0s 12ms/step >25, 213/693, d1=0.444, d2=0.478 g=2.127 2/2 [==============================] - 0s 12ms/step >25, 214/693, d1=0.491, d2=0.425 g=2.070 2/2 [==============================] - 0s 12ms/step >25, 215/693, d1=0.390, d2=0.381 g=2.118 2/2 [==============================] - 0s 12ms/step >25, 216/693, d1=0.307, d2=0.337 g=2.501 2/2 [==============================] - 0s 12ms/step >25, 217/693, d1=0.447, d2=0.492 g=2.576 2/2 [==============================] - 0s 12ms/step >25, 218/693, d1=0.510, d2=0.306 g=2.204 2/2 [==============================] - 0s 13ms/step >25, 219/693, d1=0.546, d2=0.387 g=2.161 2/2 [==============================] - 0s 13ms/step >25, 220/693, d1=0.394, d2=0.428 g=1.961 2/2 [==============================] - 0s 13ms/step >25, 221/693, d1=0.370, d2=0.475 g=1.934 2/2 [==============================] - 0s 14ms/step >25, 222/693, d1=0.416, d2=0.365 g=2.124 2/2 [==============================] - 0s 13ms/step >25, 223/693, d1=0.473, d2=0.362 g=2.081 2/2 [==============================] - 0s 12ms/step >25, 224/693, d1=0.533, d2=0.366 g=2.208 2/2 [==============================] - 0s 13ms/step >25, 225/693, d1=0.343, d2=0.324 g=2.050 2/2 [==============================] - 0s 14ms/step >25, 226/693, d1=0.395, d2=0.325 g=2.751 2/2 [==============================] - 0s 14ms/step >25, 227/693, d1=0.501, d2=0.307 g=2.014 2/2 [==============================] - 0s 13ms/step >25, 228/693, d1=0.418, d2=0.504 g=2.070 2/2 [==============================] - 0s 13ms/step >25, 229/693, d1=0.382, d2=0.445 g=2.309 2/2 [==============================] - 0s 12ms/step >25, 230/693, d1=0.460, d2=0.436 g=2.715 2/2 [==============================] - 0s 13ms/step >25, 231/693, d1=0.439, d2=0.405 g=2.908 2/2 [==============================] - 0s 13ms/step >25, 232/693, d1=0.477, d2=0.328 g=2.419 2/2 [==============================] - 0s 12ms/step >25, 233/693, d1=0.330, d2=0.382 g=2.603 2/2 [==============================] - 0s 12ms/step >25, 234/693, d1=0.516, d2=0.453 g=2.374 2/2 [==============================] - 0s 12ms/step >25, 235/693, d1=0.550, d2=0.343 g=2.552 2/2 [==============================] - 0s 12ms/step >25, 236/693, d1=0.435, d2=0.403 g=2.383 2/2 [==============================] - 0s 13ms/step >25, 237/693, d1=0.527, d2=0.574 g=2.215 2/2 [==============================] - 0s 13ms/step >25, 238/693, d1=0.353, d2=0.407 g=2.635 2/2 [==============================] - 0s 14ms/step >25, 239/693, d1=0.303, d2=0.309 g=2.551 2/2 [==============================] - 0s 13ms/step >25, 240/693, d1=0.405, d2=0.239 g=2.212 2/2 [==============================] - 0s 13ms/step >25, 241/693, d1=0.420, d2=0.393 g=2.214 2/2 [==============================] - 0s 14ms/step >25, 242/693, d1=0.425, d2=0.307 g=2.518 2/2 [==============================] - 0s 13ms/step >25, 243/693, d1=0.487, d2=0.428 g=2.073 2/2 [==============================] - 0s 12ms/step >25, 244/693, d1=0.471, d2=0.529 g=2.226 2/2 [==============================] - 0s 12ms/step >25, 245/693, d1=0.518, d2=0.409 g=2.662 2/2 [==============================] - 0s 13ms/step >25, 246/693, d1=0.367, d2=0.494 g=2.467 2/2 [==============================] - 0s 12ms/step >25, 247/693, d1=0.599, d2=0.308 g=2.097 2/2 [==============================] - 0s 13ms/step >25, 248/693, d1=0.412, d2=0.495 g=2.174 2/2 [==============================] - 0s 12ms/step >25, 249/693, d1=0.481, d2=0.449 g=2.452 2/2 [==============================] - 0s 12ms/step >25, 250/693, d1=0.624, d2=0.408 g=2.834 2/2 [==============================] - 0s 12ms/step >25, 251/693, d1=0.479, d2=0.416 g=2.652 2/2 [==============================] - 0s 14ms/step >25, 252/693, d1=0.583, d2=0.465 g=1.983 2/2 [==============================] - 0s 15ms/step >25, 253/693, d1=0.399, d2=0.460 g=2.508 2/2 [==============================] - 0s 13ms/step >25, 254/693, d1=0.441, d2=0.415 g=1.999 2/2 [==============================] - 0s 13ms/step >25, 255/693, d1=0.483, d2=0.364 g=2.570 2/2 [==============================] - 0s 14ms/step >25, 256/693, d1=0.394, d2=0.355 g=2.517 2/2 [==============================] - 0s 12ms/step >25, 257/693, d1=0.359, d2=0.436 g=2.168 2/2 [==============================] - 0s 13ms/step >25, 258/693, d1=0.464, d2=0.450 g=2.267 2/2 [==============================] - 0s 14ms/step >25, 259/693, d1=0.529, d2=0.372 g=2.630 2/2 [==============================] - 0s 12ms/step >25, 260/693, d1=0.362, d2=0.471 g=2.302 2/2 [==============================] - 0s 14ms/step >25, 261/693, d1=0.439, d2=0.360 g=2.296 2/2 [==============================] - 0s 13ms/step >25, 262/693, d1=0.473, d2=0.319 g=2.427 2/2 [==============================] - 0s 12ms/step >25, 263/693, d1=0.505, d2=0.439 g=2.511 2/2 [==============================] - 0s 14ms/step >25, 264/693, d1=0.436, d2=0.410 g=2.612 2/2 [==============================] - 0s 13ms/step >25, 265/693, d1=0.501, d2=0.432 g=2.356 2/2 [==============================] - 0s 12ms/step >25, 266/693, d1=0.525, d2=0.366 g=2.167 2/2 [==============================] - 0s 13ms/step >25, 267/693, d1=0.420, d2=0.372 g=2.719 2/2 [==============================] - 0s 12ms/step >25, 268/693, d1=0.493, d2=0.468 g=2.142 2/2 [==============================] - 0s 12ms/step >25, 269/693, d1=0.454, d2=0.398 g=2.034 2/2 [==============================] - 0s 14ms/step >25, 270/693, d1=0.408, d2=0.417 g=1.672 2/2 [==============================] - 0s 14ms/step >25, 271/693, d1=0.325, d2=0.534 g=2.051 2/2 [==============================] - 0s 11ms/step >25, 272/693, d1=0.429, d2=0.355 g=2.545 2/2 [==============================] - 0s 13ms/step >25, 273/693, d1=0.581, d2=0.386 g=2.571 2/2 [==============================] - 0s 12ms/step >25, 274/693, d1=0.547, d2=0.358 g=2.386 2/2 [==============================] - 0s 14ms/step >25, 275/693, d1=0.413, d2=0.478 g=2.022 2/2 [==============================] - 0s 14ms/step >25, 276/693, d1=0.306, d2=0.408 g=2.375 2/2 [==============================] - 0s 13ms/step >25, 277/693, d1=0.572, d2=0.308 g=2.678 2/2 [==============================] - 0s 14ms/step >25, 278/693, d1=0.399, d2=0.422 g=2.452 2/2 [==============================] - 0s 13ms/step >25, 279/693, d1=0.469, d2=0.394 g=1.922 2/2 [==============================] - 0s 12ms/step >25, 280/693, d1=0.417, d2=0.408 g=2.132 2/2 [==============================] - 0s 12ms/step >25, 281/693, d1=0.533, d2=0.394 g=2.677 2/2 [==============================] - 0s 13ms/step >25, 282/693, d1=0.402, d2=0.558 g=2.183 2/2 [==============================] - 0s 13ms/step >25, 283/693, d1=0.368, d2=0.439 g=2.541 2/2 [==============================] - 0s 13ms/step >25, 284/693, d1=0.647, d2=0.431 g=2.415 2/2 [==============================] - 0s 12ms/step >25, 285/693, d1=0.602, d2=0.425 g=2.260 2/2 [==============================] - 0s 13ms/step >25, 286/693, d1=0.390, d2=0.432 g=2.447 2/2 [==============================] - 0s 14ms/step >25, 287/693, d1=0.373, d2=0.350 g=2.360 2/2 [==============================] - 0s 13ms/step >25, 288/693, d1=0.403, d2=0.299 g=2.323 2/2 [==============================] - 0s 12ms/step >25, 289/693, d1=0.445, d2=0.409 g=2.297 2/2 [==============================] - 0s 14ms/step >25, 290/693, d1=0.464, d2=0.274 g=2.551 2/2 [==============================] - 0s 13ms/step >25, 291/693, d1=0.439, d2=0.511 g=2.561 2/2 [==============================] - 0s 12ms/step >25, 292/693, d1=0.341, d2=0.357 g=2.661 2/2 [==============================] - 0s 12ms/step >25, 293/693, d1=0.625, d2=0.358 g=2.357 2/2 [==============================] - 0s 14ms/step >25, 294/693, d1=0.452, d2=0.408 g=1.836 2/2 [==============================] - 0s 14ms/step >25, 295/693, d1=0.339, d2=0.454 g=2.428 2/2 [==============================] - 0s 11ms/step >25, 296/693, d1=0.521, d2=0.352 g=2.187 2/2 [==============================] - 0s 12ms/step >25, 297/693, d1=0.371, d2=0.374 g=2.220 2/2 [==============================] - 0s 14ms/step >25, 298/693, d1=0.374, d2=0.343 g=2.257 2/2 [==============================] - 0s 14ms/step >25, 299/693, d1=0.339, d2=0.378 g=1.911 2/2 [==============================] - 0s 14ms/step >25, 300/693, d1=0.428, d2=0.385 g=2.990 2/2 [==============================] - 0s 13ms/step >25, 301/693, d1=0.450, d2=0.343 g=2.271 2/2 [==============================] - 0s 13ms/step >25, 302/693, d1=0.494, d2=0.418 g=2.292 2/2 [==============================] - 0s 11ms/step >25, 303/693, d1=0.324, d2=0.334 g=2.451 2/2 [==============================] - 0s 13ms/step >25, 304/693, d1=0.461, d2=0.477 g=2.374 2/2 [==============================] - 0s 13ms/step >25, 305/693, d1=0.439, d2=0.396 g=2.272 2/2 [==============================] - 0s 14ms/step >25, 306/693, d1=0.463, d2=0.421 g=2.539 2/2 [==============================] - 0s 14ms/step >25, 307/693, d1=0.387, d2=0.347 g=2.154 2/2 [==============================] - 0s 14ms/step >25, 308/693, d1=0.495, d2=0.451 g=2.407 2/2 [==============================] - 0s 13ms/step >25, 309/693, d1=0.481, d2=0.506 g=2.438 2/2 [==============================] - 0s 13ms/step >25, 310/693, d1=0.654, d2=0.362 g=2.547 2/2 [==============================] - 0s 13ms/step >25, 311/693, d1=0.342, d2=0.426 g=2.394 2/2 [==============================] - 0s 14ms/step >25, 312/693, d1=0.455, d2=0.371 g=2.418 2/2 [==============================] - 0s 13ms/step >25, 313/693, d1=0.507, d2=0.469 g=2.401 2/2 [==============================] - 0s 13ms/step >25, 314/693, d1=0.315, d2=0.422 g=1.898 2/2 [==============================] - 0s 11ms/step >25, 315/693, d1=0.496, d2=0.469 g=2.807 2/2 [==============================] - 0s 12ms/step >25, 316/693, d1=0.501, d2=0.359 g=2.737 2/2 [==============================] - 0s 13ms/step >25, 317/693, d1=0.445, d2=0.409 g=2.487 2/2 [==============================] - 0s 12ms/step >25, 318/693, d1=0.571, d2=0.526 g=2.642 2/2 [==============================] - 0s 13ms/step >25, 319/693, d1=0.416, d2=0.304 g=2.489 2/2 [==============================] - 0s 12ms/step >25, 320/693, d1=0.590, d2=0.441 g=2.352 2/2 [==============================] - 0s 13ms/step >25, 321/693, d1=0.411, d2=0.411 g=2.189 2/2 [==============================] - 0s 13ms/step >25, 322/693, d1=0.504, d2=0.442 g=2.490 2/2 [==============================] - 0s 14ms/step >25, 323/693, d1=0.493, d2=0.554 g=2.300 2/2 [==============================] - 0s 14ms/step >25, 324/693, d1=0.503, d2=0.364 g=1.923 2/2 [==============================] - 0s 12ms/step >25, 325/693, d1=0.490, d2=0.336 g=1.728 2/2 [==============================] - 0s 15ms/step >25, 326/693, d1=0.408, d2=0.434 g=1.801 2/2 [==============================] - 0s 14ms/step >25, 327/693, d1=0.477, d2=0.429 g=2.333 2/2 [==============================] - 0s 14ms/step >25, 328/693, d1=0.445, d2=0.469 g=2.433 2/2 [==============================] - 0s 14ms/step >25, 329/693, d1=0.434, d2=0.320 g=2.610 2/2 [==============================] - 0s 12ms/step >25, 330/693, d1=0.405, d2=0.285 g=1.928 2/2 [==============================] - 0s 13ms/step >25, 331/693, d1=0.335, d2=0.403 g=2.024 2/2 [==============================] - 0s 15ms/step >25, 332/693, d1=0.399, d2=0.348 g=2.511 2/2 [==============================] - 0s 13ms/step >25, 333/693, d1=0.442, d2=0.360 g=2.559 2/2 [==============================] - 0s 12ms/step >25, 334/693, d1=0.441, d2=0.411 g=2.420 2/2 [==============================] - 0s 12ms/step >25, 335/693, d1=0.327, d2=0.375 g=2.484 2/2 [==============================] - 0s 13ms/step >25, 336/693, d1=0.396, d2=0.399 g=2.130 2/2 [==============================] - 0s 14ms/step >25, 337/693, d1=0.495, d2=0.392 g=2.186 2/2 [==============================] - 0s 13ms/step >25, 338/693, d1=0.426, d2=0.523 g=2.609 2/2 [==============================] - 0s 12ms/step >25, 339/693, d1=0.434, d2=0.389 g=2.201 2/2 [==============================] - 0s 12ms/step >25, 340/693, d1=0.638, d2=0.435 g=2.832 2/2 [==============================] - 0s 13ms/step >25, 341/693, d1=0.274, d2=0.350 g=2.592 2/2 [==============================] - 0s 14ms/step >25, 342/693, d1=0.392, d2=0.355 g=2.689 2/2 [==============================] - 0s 14ms/step >25, 343/693, d1=0.459, d2=0.420 g=2.484 2/2 [==============================] - 0s 12ms/step >25, 344/693, d1=0.417, d2=0.412 g=2.758 2/2 [==============================] - 0s 13ms/step >25, 345/693, d1=0.464, d2=0.317 g=2.270 2/2 [==============================] - 0s 13ms/step >25, 346/693, d1=0.345, d2=0.548 g=2.205 2/2 [==============================] - 0s 12ms/step >25, 347/693, d1=0.482, d2=0.453 g=2.562 2/2 [==============================] - 0s 13ms/step >25, 348/693, d1=0.439, d2=0.312 g=2.057 2/2 [==============================] - 0s 14ms/step >25, 349/693, d1=0.406, d2=0.274 g=2.213 2/2 [==============================] - 0s 12ms/step >25, 350/693, d1=0.367, d2=0.429 g=2.184 2/2 [==============================] - 0s 12ms/step >25, 351/693, d1=0.522, d2=0.451 g=2.062 2/2 [==============================] - 0s 13ms/step >25, 352/693, d1=0.453, d2=0.403 g=2.580 2/2 [==============================] - 0s 14ms/step >25, 353/693, d1=0.515, d2=0.539 g=2.587 2/2 [==============================] - 0s 12ms/step >25, 354/693, d1=0.487, d2=0.330 g=2.329 2/2 [==============================] - 0s 13ms/step >25, 355/693, d1=0.531, d2=0.406 g=1.961 2/2 [==============================] - 0s 12ms/step >25, 356/693, d1=0.459, d2=0.593 g=2.550 2/2 [==============================] - 0s 13ms/step >25, 357/693, d1=0.340, d2=0.377 g=2.238 2/2 [==============================] - 0s 12ms/step >25, 358/693, d1=0.606, d2=0.362 g=2.723 2/2 [==============================] - 0s 12ms/step >25, 359/693, d1=0.510, d2=0.337 g=2.721 2/2 [==============================] - 0s 13ms/step >25, 360/693, d1=0.434, d2=0.433 g=2.271 2/2 [==============================] - 0s 14ms/step >25, 361/693, d1=0.451, d2=0.329 g=2.716 2/2 [==============================] - 0s 13ms/step >25, 362/693, d1=0.601, d2=0.446 g=2.637 2/2 [==============================] - 0s 12ms/step >25, 363/693, d1=0.357, d2=0.389 g=2.133 2/2 [==============================] - 0s 12ms/step >25, 364/693, d1=0.427, d2=0.484 g=2.407 2/2 [==============================] - 0s 13ms/step >25, 365/693, d1=0.615, d2=0.418 g=2.408 2/2 [==============================] - 0s 14ms/step >25, 366/693, d1=0.380, d2=0.436 g=2.300 2/2 [==============================] - 0s 12ms/step >25, 367/693, d1=0.405, d2=0.404 g=2.134 2/2 [==============================] - 0s 12ms/step >25, 368/693, d1=0.477, d2=0.409 g=2.514 2/2 [==============================] - 0s 11ms/step >25, 369/693, d1=0.433, d2=0.378 g=2.211 2/2 [==============================] - 0s 14ms/step >25, 370/693, d1=0.435, d2=0.403 g=2.682 2/2 [==============================] - 0s 14ms/step >25, 371/693, d1=0.517, d2=0.381 g=2.206 2/2 [==============================] - 0s 12ms/step >25, 372/693, d1=0.451, d2=0.417 g=2.341 2/2 [==============================] - 0s 13ms/step >25, 373/693, d1=0.424, d2=0.376 g=2.250 2/2 [==============================] - 0s 13ms/step >25, 374/693, d1=0.405, d2=0.634 g=2.497 2/2 [==============================] - 0s 14ms/step >25, 375/693, d1=0.525, d2=0.292 g=2.690 2/2 [==============================] - 0s 11ms/step >25, 376/693, d1=0.479, d2=0.307 g=1.887 2/2 [==============================] - 0s 12ms/step >25, 377/693, d1=0.432, d2=0.569 g=2.397 2/2 [==============================] - 0s 12ms/step >25, 378/693, d1=0.406, d2=0.390 g=2.202 2/2 [==============================] - 0s 12ms/step >25, 379/693, d1=0.361, d2=0.358 g=2.399 2/2 [==============================] - 0s 14ms/step >25, 380/693, d1=0.402, d2=0.346 g=2.211 2/2 [==============================] - 0s 14ms/step >25, 381/693, d1=0.392, d2=0.445 g=2.566 2/2 [==============================] - 0s 11ms/step >25, 382/693, d1=0.446, d2=0.473 g=2.152 2/2 [==============================] - 0s 13ms/step >25, 383/693, d1=0.493, d2=0.411 g=2.731 2/2 [==============================] - 0s 15ms/step >25, 384/693, d1=0.504, d2=0.484 g=2.133 2/2 [==============================] - 0s 13ms/step >25, 385/693, d1=0.364, d2=0.392 g=2.542 2/2 [==============================] - 0s 13ms/step >25, 386/693, d1=0.449, d2=0.397 g=2.681 2/2 [==============================] - 0s 14ms/step >25, 387/693, d1=0.372, d2=0.400 g=2.494 2/2 [==============================] - 0s 13ms/step >25, 388/693, d1=0.437, d2=0.283 g=2.185 2/2 [==============================] - 0s 13ms/step >25, 389/693, d1=0.388, d2=0.347 g=2.045 2/2 [==============================] - 0s 13ms/step >25, 390/693, d1=0.424, d2=0.438 g=2.006 2/2 [==============================] - 0s 14ms/step >25, 391/693, d1=0.360, d2=0.439 g=2.290 2/2 [==============================] - 0s 12ms/step >25, 392/693, d1=0.619, d2=0.488 g=2.028 2/2 [==============================] - 0s 12ms/step >25, 393/693, d1=0.450, d2=0.394 g=2.051 2/2 [==============================] - 0s 13ms/step >25, 394/693, d1=0.477, d2=0.407 g=2.166 2/2 [==============================] - 0s 14ms/step >25, 395/693, d1=0.482, d2=0.372 g=2.013 2/2 [==============================] - 0s 13ms/step >25, 396/693, d1=0.556, d2=0.318 g=1.959 2/2 [==============================] - 0s 13ms/step >25, 397/693, d1=0.412, d2=0.466 g=2.405 2/2 [==============================] - 0s 12ms/step >25, 398/693, d1=0.382, d2=0.383 g=2.183 2/2 [==============================] - 0s 14ms/step >25, 399/693, d1=0.357, d2=0.387 g=2.708 2/2 [==============================] - 0s 12ms/step >25, 400/693, d1=0.504, d2=0.429 g=2.610 2/2 [==============================] - 0s 14ms/step >25, 401/693, d1=0.356, d2=0.355 g=2.489 2/2 [==============================] - 0s 14ms/step >25, 402/693, d1=0.379, d2=0.344 g=2.399 2/2 [==============================] - 0s 12ms/step >25, 403/693, d1=0.502, d2=0.249 g=2.239 2/2 [==============================] - 0s 12ms/step >25, 404/693, d1=0.477, d2=0.529 g=2.066 2/2 [==============================] - 0s 13ms/step >25, 405/693, d1=0.501, d2=0.406 g=2.163 2/2 [==============================] - 0s 13ms/step >25, 406/693, d1=0.455, d2=0.435 g=2.635 2/2 [==============================] - 0s 11ms/step >25, 407/693, d1=0.496, d2=0.354 g=2.524 2/2 [==============================] - 0s 14ms/step >25, 408/693, d1=0.325, d2=0.359 g=2.270 2/2 [==============================] - 0s 15ms/step >25, 409/693, d1=0.395, d2=0.394 g=1.923 2/2 [==============================] - 0s 13ms/step >25, 410/693, d1=0.394, d2=0.306 g=2.245 2/2 [==============================] - 0s 14ms/step >25, 411/693, d1=0.689, d2=0.397 g=2.467 2/2 [==============================] - 0s 13ms/step >25, 412/693, d1=0.344, d2=0.311 g=2.361 2/2 [==============================] - 0s 14ms/step >25, 413/693, d1=0.462, d2=0.454 g=2.237 2/2 [==============================] - 0s 13ms/step >25, 414/693, d1=0.308, d2=0.568 g=2.406 2/2 [==============================] - 0s 13ms/step >25, 415/693, d1=0.591, d2=0.380 g=2.515 2/2 [==============================] - 0s 12ms/step >25, 416/693, d1=0.480, d2=0.356 g=1.902 2/2 [==============================] - 0s 12ms/step >25, 417/693, d1=0.416, d2=0.315 g=2.071 2/2 [==============================] - 0s 12ms/step >25, 418/693, d1=0.447, d2=0.479 g=2.057 2/2 [==============================] - 0s 13ms/step >25, 419/693, d1=0.423, d2=0.336 g=2.408 2/2 [==============================] - 0s 12ms/step >25, 420/693, d1=0.352, d2=0.469 g=2.241 2/2 [==============================] - 0s 12ms/step >25, 421/693, d1=0.470, d2=0.389 g=2.087 2/2 [==============================] - 0s 12ms/step >25, 422/693, d1=0.517, d2=0.354 g=2.746 2/2 [==============================] - 0s 12ms/step >25, 423/693, d1=0.398, d2=0.368 g=2.141 2/2 [==============================] - 0s 13ms/step >25, 424/693, d1=0.476, d2=0.463 g=2.222 2/2 [==============================] - 0s 14ms/step >25, 425/693, d1=0.429, d2=0.459 g=2.699 2/2 [==============================] - 0s 14ms/step >25, 426/693, d1=0.450, d2=0.385 g=2.453 2/2 [==============================] - 0s 12ms/step >25, 427/693, d1=0.580, d2=0.531 g=1.968 2/2 [==============================] - 0s 12ms/step >25, 428/693, d1=0.398, d2=0.424 g=2.525 2/2 [==============================] - 0s 13ms/step >25, 429/693, d1=0.432, d2=0.383 g=2.243 2/2 [==============================] - 0s 14ms/step >25, 430/693, d1=0.486, d2=0.467 g=2.358 2/2 [==============================] - 0s 14ms/step >25, 431/693, d1=0.396, d2=0.313 g=2.197 2/2 [==============================] - 0s 14ms/step >25, 432/693, d1=0.406, d2=0.410 g=2.124 2/2 [==============================] - 0s 14ms/step >25, 433/693, d1=0.389, d2=0.460 g=2.084 2/2 [==============================] - 0s 12ms/step >25, 434/693, d1=0.378, d2=0.382 g=2.176 2/2 [==============================] - 0s 11ms/step >25, 435/693, d1=0.433, d2=0.279 g=2.207 2/2 [==============================] - 0s 12ms/step >25, 436/693, d1=0.522, d2=0.506 g=2.031 2/2 [==============================] - 0s 14ms/step >25, 437/693, d1=0.510, d2=0.378 g=2.093 2/2 [==============================] - 0s 13ms/step >25, 438/693, d1=0.349, d2=0.376 g=2.454 2/2 [==============================] - 0s 12ms/step >25, 439/693, d1=0.611, d2=0.369 g=2.414 2/2 [==============================] - 0s 12ms/step >25, 440/693, d1=0.355, d2=0.436 g=2.653 2/2 [==============================] - 0s 12ms/step >25, 441/693, d1=0.360, d2=0.435 g=2.238 2/2 [==============================] - 0s 14ms/step >25, 442/693, d1=0.414, d2=0.341 g=2.503 2/2 [==============================] - 0s 14ms/step >25, 443/693, d1=0.485, d2=0.419 g=2.445 2/2 [==============================] - 0s 13ms/step >25, 444/693, d1=0.403, d2=0.449 g=2.003 2/2 [==============================] - 0s 14ms/step >25, 445/693, d1=0.467, d2=0.422 g=2.517 2/2 [==============================] - 0s 13ms/step >25, 446/693, d1=0.503, d2=0.411 g=2.292 2/2 [==============================] - 0s 15ms/step >25, 447/693, d1=0.447, d2=0.303 g=2.411 2/2 [==============================] - 0s 13ms/step >25, 448/693, d1=0.353, d2=0.344 g=2.357 2/2 [==============================] - 0s 14ms/step >25, 449/693, d1=0.662, d2=0.455 g=1.757 2/2 [==============================] - 0s 13ms/step >25, 450/693, d1=0.420, d2=0.471 g=2.441 2/2 [==============================] - 0s 11ms/step >25, 451/693, d1=0.360, d2=0.407 g=2.079 2/2 [==============================] - 0s 13ms/step >25, 452/693, d1=0.339, d2=0.318 g=2.676 2/2 [==============================] - 0s 13ms/step >25, 453/693, d1=0.400, d2=0.496 g=2.111 2/2 [==============================] - 0s 14ms/step >25, 454/693, d1=0.444, d2=0.363 g=2.768 2/2 [==============================] - 0s 12ms/step >25, 455/693, d1=0.543, d2=0.352 g=2.229 2/2 [==============================] - 0s 15ms/step >25, 456/693, d1=0.458, d2=0.418 g=2.208 2/2 [==============================] - 0s 13ms/step >25, 457/693, d1=0.482, d2=0.541 g=2.057 2/2 [==============================] - 0s 13ms/step >25, 458/693, d1=0.400, d2=0.398 g=2.731 2/2 [==============================] - 0s 14ms/step >25, 459/693, d1=0.491, d2=0.387 g=2.262 2/2 [==============================] - 0s 13ms/step >25, 460/693, d1=0.377, d2=0.389 g=2.676 2/2 [==============================] - 0s 13ms/step >25, 461/693, d1=0.561, d2=0.480 g=2.427 2/2 [==============================] - 0s 13ms/step >25, 462/693, d1=0.478, d2=0.337 g=2.164 2/2 [==============================] - 0s 12ms/step >25, 463/693, d1=0.368, d2=0.312 g=2.015 2/2 [==============================] - 0s 14ms/step >25, 464/693, d1=0.321, d2=0.377 g=1.917 2/2 [==============================] - 0s 13ms/step >25, 465/693, d1=0.503, d2=0.376 g=2.237 2/2 [==============================] - 0s 13ms/step >25, 466/693, d1=0.484, d2=0.404 g=2.453 2/2 [==============================] - 0s 13ms/step >25, 467/693, d1=0.463, d2=0.391 g=2.542 2/2 [==============================] - 0s 12ms/step >25, 468/693, d1=0.358, d2=0.448 g=2.411 2/2 [==============================] - 0s 13ms/step >25, 469/693, d1=0.510, d2=0.493 g=2.141 2/2 [==============================] - 0s 11ms/step >25, 470/693, d1=0.544, d2=0.368 g=2.066 2/2 [==============================] - 0s 12ms/step >25, 471/693, d1=0.556, d2=0.479 g=2.450 2/2 [==============================] - 0s 11ms/step >25, 472/693, d1=0.351, d2=0.367 g=2.150 2/2 [==============================] - 0s 11ms/step >25, 473/693, d1=0.506, d2=0.437 g=2.689 2/2 [==============================] - 0s 12ms/step >25, 474/693, d1=0.458, d2=0.488 g=2.563 2/2 [==============================] - 0s 13ms/step >25, 475/693, d1=0.407, d2=0.422 g=2.408 2/2 [==============================] - 0s 13ms/step >25, 476/693, d1=0.354, d2=0.411 g=2.743 2/2 [==============================] - 0s 13ms/step >25, 477/693, d1=0.512, d2=0.403 g=2.516 2/2 [==============================] - 0s 11ms/step >25, 478/693, d1=0.532, d2=0.313 g=2.449 2/2 [==============================] - 0s 13ms/step >25, 479/693, d1=0.523, d2=0.484 g=2.163 2/2 [==============================] - 0s 14ms/step >25, 480/693, d1=0.487, d2=0.509 g=2.077 2/2 [==============================] - 0s 14ms/step >25, 481/693, d1=0.386, d2=0.438 g=2.027 2/2 [==============================] - 0s 13ms/step >25, 482/693, d1=0.484, d2=0.360 g=1.920 2/2 [==============================] - 0s 12ms/step >25, 483/693, d1=0.612, d2=0.494 g=2.254 2/2 [==============================] - 0s 14ms/step >25, 484/693, d1=0.406, d2=0.424 g=2.005 2/2 [==============================] - 0s 13ms/step >25, 485/693, d1=0.360, d2=0.393 g=2.377 2/2 [==============================] - 0s 13ms/step >25, 486/693, d1=0.527, d2=0.347 g=1.985 2/2 [==============================] - 0s 13ms/step >25, 487/693, d1=0.524, d2=0.570 g=2.197 2/2 [==============================] - 0s 13ms/step >25, 488/693, d1=0.366, d2=0.462 g=3.069 2/2 [==============================] - 0s 14ms/step >25, 489/693, d1=0.379, d2=0.365 g=2.591 2/2 [==============================] - 0s 12ms/step >25, 490/693, d1=0.600, d2=0.427 g=2.390 2/2 [==============================] - 0s 14ms/step >25, 491/693, d1=0.449, d2=0.312 g=2.176 2/2 [==============================] - 0s 13ms/step >25, 492/693, d1=0.557, d2=0.435 g=2.154 2/2 [==============================] - 0s 14ms/step >25, 493/693, d1=0.452, d2=0.466 g=2.086 2/2 [==============================] - 0s 12ms/step >25, 494/693, d1=0.393, d2=0.376 g=2.227 2/2 [==============================] - 0s 14ms/step >25, 495/693, d1=0.471, d2=0.483 g=2.291 2/2 [==============================] - 0s 13ms/step >25, 496/693, d1=0.499, d2=0.339 g=2.567 2/2 [==============================] - 0s 12ms/step >25, 497/693, d1=0.457, d2=0.279 g=1.889 2/2 [==============================] - 0s 13ms/step >25, 498/693, d1=0.516, d2=0.557 g=2.482 2/2 [==============================] - 0s 13ms/step >25, 499/693, d1=0.506, d2=0.507 g=2.425 2/2 [==============================] - 0s 14ms/step >25, 500/693, d1=0.500, d2=0.492 g=2.380 2/2 [==============================] - 0s 13ms/step >25, 501/693, d1=0.451, d2=0.402 g=2.297 2/2 [==============================] - 0s 12ms/step >25, 502/693, d1=0.398, d2=0.512 g=2.244 2/2 [==============================] - 0s 13ms/step >25, 503/693, d1=0.471, d2=0.404 g=2.710 2/2 [==============================] - 0s 13ms/step >25, 504/693, d1=0.475, d2=0.301 g=2.415 2/2 [==============================] - 0s 13ms/step >25, 505/693, d1=0.403, d2=0.393 g=2.245 2/2 [==============================] - 0s 12ms/step >25, 506/693, d1=0.537, d2=0.390 g=1.929 2/2 [==============================] - 0s 14ms/step >25, 507/693, d1=0.419, d2=0.506 g=1.814 2/2 [==============================] - 0s 13ms/step >25, 508/693, d1=0.419, d2=0.504 g=2.250 2/2 [==============================] - 0s 11ms/step >25, 509/693, d1=0.377, d2=0.335 g=2.495 2/2 [==============================] - 0s 13ms/step >25, 510/693, d1=0.578, d2=0.362 g=2.792 2/2 [==============================] - 0s 14ms/step >25, 511/693, d1=0.347, d2=0.365 g=2.349 2/2 [==============================] - 0s 13ms/step >25, 512/693, d1=0.429, d2=0.388 g=2.008 2/2 [==============================] - 0s 12ms/step >25, 513/693, d1=0.401, d2=0.331 g=2.459 2/2 [==============================] - 0s 12ms/step >25, 514/693, d1=0.362, d2=0.350 g=2.160 2/2 [==============================] - 0s 14ms/step >25, 515/693, d1=0.566, d2=0.425 g=1.782 2/2 [==============================] - 0s 13ms/step >25, 516/693, d1=0.372, d2=0.399 g=2.639 2/2 [==============================] - 0s 13ms/step >25, 517/693, d1=0.434, d2=0.405 g=2.383 2/2 [==============================] - 0s 13ms/step >25, 518/693, d1=0.491, d2=0.521 g=2.340 2/2 [==============================] - 0s 13ms/step >25, 519/693, d1=0.455, d2=0.406 g=2.119 2/2 [==============================] - 0s 12ms/step >25, 520/693, d1=0.400, d2=0.314 g=2.056 2/2 [==============================] - 0s 13ms/step >25, 521/693, d1=0.612, d2=0.407 g=1.797 2/2 [==============================] - 0s 14ms/step >25, 522/693, d1=0.306, d2=0.575 g=2.335 2/2 [==============================] - 0s 13ms/step >25, 523/693, d1=0.563, d2=0.351 g=2.114 2/2 [==============================] - 0s 12ms/step >25, 524/693, d1=0.379, d2=0.411 g=2.329 2/2 [==============================] - 0s 15ms/step >25, 525/693, d1=0.400, d2=0.460 g=2.085 2/2 [==============================] - 0s 12ms/step >25, 526/693, d1=0.593, d2=0.405 g=2.608 2/2 [==============================] - 0s 14ms/step >25, 527/693, d1=0.431, d2=0.411 g=2.465 2/2 [==============================] - 0s 13ms/step >25, 528/693, d1=0.396, d2=0.390 g=2.085 2/2 [==============================] - 0s 14ms/step >25, 529/693, d1=0.376, d2=0.371 g=2.764 2/2 [==============================] - 0s 13ms/step >25, 530/693, d1=0.509, d2=0.394 g=2.195 2/2 [==============================] - 0s 13ms/step >25, 531/693, d1=0.359, d2=0.477 g=2.306 2/2 [==============================] - 0s 14ms/step >25, 532/693, d1=0.485, d2=0.363 g=1.807 2/2 [==============================] - 0s 15ms/step >25, 533/693, d1=0.404, d2=0.425 g=2.071 2/2 [==============================] - 0s 13ms/step >25, 534/693, d1=0.430, d2=0.350 g=2.357 2/2 [==============================] - 0s 13ms/step >25, 535/693, d1=0.348, d2=0.416 g=2.471 2/2 [==============================] - 0s 13ms/step >25, 536/693, d1=0.615, d2=0.395 g=2.647 2/2 [==============================] - 0s 13ms/step >25, 537/693, d1=0.462, d2=0.382 g=2.717 2/2 [==============================] - 0s 13ms/step >25, 538/693, d1=0.422, d2=0.292 g=2.395 2/2 [==============================] - 0s 13ms/step >25, 539/693, d1=0.422, d2=0.386 g=2.500 2/2 [==============================] - 0s 12ms/step >25, 540/693, d1=0.403, d2=0.434 g=2.317 2/2 [==============================] - 0s 13ms/step >25, 541/693, d1=0.495, d2=0.355 g=2.414 2/2 [==============================] - 0s 13ms/step >25, 542/693, d1=0.516, d2=0.495 g=1.853 2/2 [==============================] - 0s 14ms/step >25, 543/693, d1=0.375, d2=0.416 g=2.275 2/2 [==============================] - 0s 14ms/step >25, 544/693, d1=0.537, d2=0.341 g=1.872 2/2 [==============================] - 0s 13ms/step >25, 545/693, d1=0.424, d2=0.407 g=2.361 2/2 [==============================] - 0s 12ms/step >25, 546/693, d1=0.515, d2=0.422 g=2.121 2/2 [==============================] - 0s 13ms/step >25, 547/693, d1=0.294, d2=0.401 g=2.143 2/2 [==============================] - 0s 15ms/step >25, 548/693, d1=0.484, d2=0.336 g=1.955 2/2 [==============================] - 0s 13ms/step >25, 549/693, d1=0.540, d2=0.435 g=2.011 2/2 [==============================] - 0s 13ms/step >25, 550/693, d1=0.455, d2=0.390 g=2.334 2/2 [==============================] - 0s 13ms/step >25, 551/693, d1=0.402, d2=0.537 g=2.251 2/2 [==============================] - 0s 12ms/step >25, 552/693, d1=0.445, d2=0.399 g=2.354 2/2 [==============================] - 0s 14ms/step >25, 553/693, d1=0.527, d2=0.346 g=2.487 2/2 [==============================] - 0s 14ms/step >25, 554/693, d1=0.565, d2=0.400 g=2.363 2/2 [==============================] - 0s 14ms/step >25, 555/693, d1=0.365, d2=0.464 g=2.526 2/2 [==============================] - 0s 12ms/step >25, 556/693, d1=0.380, d2=0.443 g=2.703 2/2 [==============================] - 0s 13ms/step >25, 557/693, d1=0.485, d2=0.413 g=2.694 2/2 [==============================] - 0s 12ms/step >25, 558/693, d1=0.488, d2=0.328 g=2.681 2/2 [==============================] - 0s 13ms/step >25, 559/693, d1=0.469, d2=0.425 g=2.311 2/2 [==============================] - 0s 13ms/step >25, 560/693, d1=0.389, d2=0.397 g=2.253 2/2 [==============================] - 0s 13ms/step >25, 561/693, d1=0.459, d2=0.424 g=2.626 2/2 [==============================] - 0s 13ms/step >25, 562/693, d1=0.401, d2=0.435 g=2.405 2/2 [==============================] - 0s 12ms/step >25, 563/693, d1=0.580, d2=0.391 g=2.125 2/2 [==============================] - 0s 12ms/step >25, 564/693, d1=0.346, d2=0.363 g=1.997 2/2 [==============================] - 0s 13ms/step >25, 565/693, d1=0.406, d2=0.345 g=1.955 2/2 [==============================] - 0s 12ms/step >25, 566/693, d1=0.543, d2=0.465 g=2.081 2/2 [==============================] - 0s 11ms/step >25, 567/693, d1=0.443, d2=0.422 g=2.307 2/2 [==============================] - 0s 12ms/step >25, 568/693, d1=0.399, d2=0.373 g=2.341 2/2 [==============================] - 0s 13ms/step >25, 569/693, d1=0.521, d2=0.327 g=2.408 2/2 [==============================] - 0s 14ms/step >25, 570/693, d1=0.459, d2=0.437 g=2.126 2/2 [==============================] - 0s 11ms/step >25, 571/693, d1=0.419, d2=0.379 g=2.237 2/2 [==============================] - 0s 14ms/step >25, 572/693, d1=0.367, d2=0.382 g=2.204 2/2 [==============================] - 0s 13ms/step >25, 573/693, d1=0.411, d2=0.421 g=2.189 2/2 [==============================] - 0s 12ms/step >25, 574/693, d1=0.464, d2=0.350 g=2.170 2/2 [==============================] - 0s 13ms/step >25, 575/693, d1=0.449, d2=0.393 g=1.994 2/2 [==============================] - 0s 15ms/step >25, 576/693, d1=0.340, d2=0.455 g=2.362 2/2 [==============================] - 0s 14ms/step >25, 577/693, d1=0.552, d2=0.402 g=2.558 2/2 [==============================] - 0s 14ms/step >25, 578/693, d1=0.520, d2=0.305 g=2.114 2/2 [==============================] - 0s 14ms/step >25, 579/693, d1=0.410, d2=0.342 g=1.978 2/2 [==============================] - 0s 12ms/step >25, 580/693, d1=0.403, d2=0.420 g=2.240 2/2 [==============================] - 0s 12ms/step >25, 581/693, d1=0.384, d2=0.385 g=2.238 2/2 [==============================] - 0s 13ms/step >25, 582/693, d1=0.563, d2=0.410 g=2.332 2/2 [==============================] - 0s 14ms/step >25, 583/693, d1=0.552, d2=0.450 g=2.073 2/2 [==============================] - 0s 13ms/step >25, 584/693, d1=0.334, d2=0.441 g=1.840 2/2 [==============================] - 0s 13ms/step >25, 585/693, d1=0.318, d2=0.437 g=3.007 2/2 [==============================] - 0s 13ms/step >25, 586/693, d1=0.407, d2=0.376 g=2.640 2/2 [==============================] - 0s 13ms/step >25, 587/693, d1=0.491, d2=0.340 g=2.375 2/2 [==============================] - 0s 13ms/step >25, 588/693, d1=0.490, d2=0.341 g=2.128 2/2 [==============================] - 0s 14ms/step >25, 589/693, d1=0.319, d2=0.482 g=2.789 2/2 [==============================] - 0s 13ms/step >25, 590/693, d1=0.426, d2=0.444 g=2.628 2/2 [==============================] - 0s 14ms/step >25, 591/693, d1=0.493, d2=0.299 g=2.795 2/2 [==============================] - 0s 12ms/step >25, 592/693, d1=0.426, d2=0.443 g=2.861 2/2 [==============================] - 0s 13ms/step >25, 593/693, d1=0.457, d2=0.368 g=2.370 2/2 [==============================] - 0s 12ms/step >25, 594/693, d1=0.552, d2=0.389 g=2.693 2/2 [==============================] - 0s 11ms/step >25, 595/693, d1=0.476, d2=0.538 g=2.225 2/2 [==============================] - 0s 13ms/step >25, 596/693, d1=0.371, d2=0.476 g=2.165 2/2 [==============================] - 0s 15ms/step >25, 597/693, d1=0.418, d2=0.333 g=3.254 2/2 [==============================] - 0s 12ms/step >25, 598/693, d1=0.557, d2=0.429 g=1.860 2/2 [==============================] - 0s 14ms/step >25, 599/693, d1=0.301, d2=0.356 g=2.848 2/2 [==============================] - 0s 13ms/step >25, 600/693, d1=0.384, d2=0.438 g=2.523 2/2 [==============================] - 0s 12ms/step >25, 601/693, d1=0.544, d2=0.365 g=2.343 2/2 [==============================] - 0s 15ms/step >25, 602/693, d1=0.483, d2=0.452 g=1.757 2/2 [==============================] - 0s 12ms/step >25, 603/693, d1=0.455, d2=0.355 g=2.683 2/2 [==============================] - 0s 13ms/step >25, 604/693, d1=0.407, d2=0.335 g=2.455 2/2 [==============================] - 0s 14ms/step >25, 605/693, d1=0.428, d2=0.459 g=2.702 2/2 [==============================] - 0s 14ms/step >25, 606/693, d1=0.448, d2=0.412 g=2.612 2/2 [==============================] - 0s 13ms/step >25, 607/693, d1=0.426, d2=0.307 g=2.324 2/2 [==============================] - 0s 12ms/step >25, 608/693, d1=0.490, d2=0.447 g=2.861 2/2 [==============================] - 0s 12ms/step >25, 609/693, d1=0.348, d2=0.356 g=2.657 2/2 [==============================] - 0s 12ms/step >25, 610/693, d1=0.478, d2=0.378 g=3.070 2/2 [==============================] - 0s 12ms/step >25, 611/693, d1=0.354, d2=0.401 g=2.731 2/2 [==============================] - 0s 14ms/step >25, 612/693, d1=0.372, d2=0.354 g=2.630 2/2 [==============================] - 0s 14ms/step >25, 613/693, d1=0.418, d2=0.428 g=2.316 2/2 [==============================] - 0s 13ms/step >25, 614/693, d1=0.505, d2=0.486 g=2.804 2/2 [==============================] - 0s 12ms/step >25, 615/693, d1=0.447, d2=0.355 g=2.249 2/2 [==============================] - 0s 13ms/step >25, 616/693, d1=0.349, d2=0.322 g=2.872 2/2 [==============================] - 0s 13ms/step >25, 617/693, d1=0.475, d2=0.353 g=2.307 2/2 [==============================] - 0s 13ms/step >25, 618/693, d1=0.541, d2=0.434 g=2.079 2/2 [==============================] - 0s 14ms/step >25, 619/693, d1=0.434, d2=0.378 g=2.877 2/2 [==============================] - 0s 13ms/step >25, 620/693, d1=0.392, d2=0.392 g=2.287 2/2 [==============================] - 0s 13ms/step >25, 621/693, d1=0.466, d2=0.411 g=1.837 2/2 [==============================] - 0s 13ms/step >25, 622/693, d1=0.363, d2=0.394 g=2.160 2/2 [==============================] - 0s 13ms/step >25, 623/693, d1=0.544, d2=0.455 g=2.467 2/2 [==============================] - 0s 12ms/step >25, 624/693, d1=0.412, d2=0.402 g=2.631 2/2 [==============================] - 0s 14ms/step >25, 625/693, d1=0.492, d2=0.324 g=1.940 2/2 [==============================] - 0s 13ms/step >25, 626/693, d1=0.519, d2=0.305 g=2.179 2/2 [==============================] - 0s 12ms/step >25, 627/693, d1=0.433, d2=0.473 g=2.128 2/2 [==============================] - 0s 12ms/step >25, 628/693, d1=0.389, d2=0.359 g=2.805 2/2 [==============================] - 0s 13ms/step >25, 629/693, d1=0.503, d2=0.403 g=2.873 2/2 [==============================] - 0s 12ms/step >25, 630/693, d1=0.420, d2=0.348 g=2.314 2/2 [==============================] - 0s 14ms/step >25, 631/693, d1=0.516, d2=0.439 g=1.830 2/2 [==============================] - 0s 13ms/step >25, 632/693, d1=0.456, d2=0.446 g=2.346 2/2 [==============================] - 0s 13ms/step >25, 633/693, d1=0.340, d2=0.490 g=2.321 2/2 [==============================] - 0s 11ms/step >25, 634/693, d1=0.396, d2=0.374 g=2.237 2/2 [==============================] - 0s 13ms/step >25, 635/693, d1=0.462, d2=0.349 g=2.260 2/2 [==============================] - 0s 12ms/step >25, 636/693, d1=0.384, d2=0.324 g=2.380 2/2 [==============================] - 0s 14ms/step >25, 637/693, d1=0.421, d2=0.340 g=2.317 2/2 [==============================] - 0s 14ms/step >25, 638/693, d1=0.477, d2=0.450 g=2.347 2/2 [==============================] - 0s 14ms/step >25, 639/693, d1=0.488, d2=0.378 g=2.196 2/2 [==============================] - 0s 13ms/step >25, 640/693, d1=0.554, d2=0.354 g=2.553 2/2 [==============================] - 0s 13ms/step >25, 641/693, d1=0.358, d2=0.439 g=2.006 2/2 [==============================] - 0s 13ms/step >25, 642/693, d1=0.356, d2=0.371 g=2.476 2/2 [==============================] - 0s 12ms/step >25, 643/693, d1=0.493, d2=0.298 g=2.237 2/2 [==============================] - 0s 13ms/step >25, 644/693, d1=0.406, d2=0.470 g=2.030 2/2 [==============================] - 0s 15ms/step >25, 645/693, d1=0.339, d2=0.375 g=1.826 2/2 [==============================] - 0s 13ms/step >25, 646/693, d1=0.452, d2=0.370 g=2.230 2/2 [==============================] - 0s 13ms/step >25, 647/693, d1=0.484, d2=0.404 g=2.590 2/2 [==============================] - 0s 14ms/step >25, 648/693, d1=0.596, d2=0.379 g=2.742 2/2 [==============================] - 0s 14ms/step >25, 649/693, d1=0.611, d2=0.460 g=2.206 2/2 [==============================] - 0s 14ms/step >25, 650/693, d1=0.430, d2=0.430 g=2.291 2/2 [==============================] - 0s 13ms/step >25, 651/693, d1=0.417, d2=0.363 g=2.508 2/2 [==============================] - 0s 13ms/step >25, 652/693, d1=0.412, d2=0.416 g=2.676 2/2 [==============================] - 0s 13ms/step >25, 653/693, d1=0.501, d2=0.332 g=2.086 2/2 [==============================] - 0s 13ms/step >25, 654/693, d1=0.482, d2=0.434 g=2.102 2/2 [==============================] - 0s 15ms/step >25, 655/693, d1=0.455, d2=0.277 g=2.171 2/2 [==============================] - 0s 12ms/step >25, 656/693, d1=0.450, d2=0.349 g=2.335 2/2 [==============================] - 0s 12ms/step >25, 657/693, d1=0.470, d2=0.519 g=2.121 2/2 [==============================] - 0s 13ms/step >25, 658/693, d1=0.387, d2=0.483 g=2.114 2/2 [==============================] - 0s 13ms/step >25, 659/693, d1=0.405, d2=0.421 g=3.078 2/2 [==============================] - 0s 14ms/step >25, 660/693, d1=0.536, d2=0.413 g=2.493 2/2 [==============================] - 0s 14ms/step >25, 661/693, d1=0.421, d2=0.361 g=2.347 2/2 [==============================] - 0s 13ms/step >25, 662/693, d1=0.416, d2=0.364 g=1.989 2/2 [==============================] - 0s 12ms/step >25, 663/693, d1=0.574, d2=0.389 g=1.980 2/2 [==============================] - 0s 11ms/step >25, 664/693, d1=0.479, d2=0.471 g=2.428 2/2 [==============================] - 0s 12ms/step >25, 665/693, d1=0.370, d2=0.416 g=1.995 2/2 [==============================] - 0s 15ms/step >25, 666/693, d1=0.419, d2=0.424 g=2.435 2/2 [==============================] - 0s 13ms/step >25, 667/693, d1=0.360, d2=0.477 g=2.243 2/2 [==============================] - 0s 13ms/step >25, 668/693, d1=0.623, d2=0.322 g=2.549 2/2 [==============================] - 0s 12ms/step >25, 669/693, d1=0.582, d2=0.559 g=2.043 2/2 [==============================] - 0s 14ms/step >25, 670/693, d1=0.337, d2=0.311 g=2.046 2/2 [==============================] - 0s 12ms/step >25, 671/693, d1=0.428, d2=0.367 g=2.764 2/2 [==============================] - 0s 13ms/step >25, 672/693, d1=0.398, d2=0.492 g=2.612 2/2 [==============================] - 0s 14ms/step >25, 673/693, d1=0.489, d2=0.320 g=2.498 2/2 [==============================] - 0s 11ms/step >25, 674/693, d1=0.414, d2=0.412 g=2.481 2/2 [==============================] - 0s 13ms/step >25, 675/693, d1=0.413, d2=0.455 g=2.425 2/2 [==============================] - 0s 13ms/step >25, 676/693, d1=0.416, d2=0.412 g=2.083 2/2 [==============================] - 0s 13ms/step >25, 677/693, d1=0.337, d2=0.373 g=2.764 2/2 [==============================] - 0s 12ms/step >25, 678/693, d1=0.553, d2=0.411 g=2.361 2/2 [==============================] - 0s 13ms/step >25, 679/693, d1=0.493, d2=0.411 g=2.682 2/2 [==============================] - 0s 12ms/step >25, 680/693, d1=0.493, d2=0.427 g=1.676 2/2 [==============================] - 0s 12ms/step >25, 681/693, d1=0.295, d2=0.410 g=2.270 2/2 [==============================] - 0s 12ms/step >25, 682/693, d1=0.450, d2=0.295 g=2.048 2/2 [==============================] - 0s 12ms/step >25, 683/693, d1=0.435, d2=0.479 g=2.071 2/2 [==============================] - 0s 12ms/step >25, 684/693, d1=0.468, d2=0.310 g=2.547 2/2 [==============================] - 0s 12ms/step >25, 685/693, d1=0.425, d2=0.427 g=2.328 2/2 [==============================] - 0s 14ms/step >25, 686/693, d1=0.347, d2=0.352 g=2.781 2/2 [==============================] - 0s 12ms/step >25, 687/693, d1=0.392, d2=0.367 g=3.068 2/2 [==============================] - 0s 14ms/step >25, 688/693, d1=0.561, d2=0.288 g=2.300 2/2 [==============================] - 0s 15ms/step >25, 689/693, d1=0.520, d2=0.447 g=2.895 2/2 [==============================] - 0s 13ms/step >25, 690/693, d1=0.418, d2=0.390 g=2.359 2/2 [==============================] - 0s 13ms/step >25, 691/693, d1=0.414, d2=0.352 g=2.394 2/2 [==============================] - 0s 12ms/step >25, 692/693, d1=0.351, d2=0.321 g=2.844 2/2 [==============================] - 0s 14ms/step >25, 693/693, d1=0.589, d2=0.410 g=2.148 2/2 [==============================] - 0s 13ms/step >26, 1/693, d1=0.391, d2=0.329 g=2.268 2/2 [==============================] - 0s 14ms/step >26, 2/693, d1=0.552, d2=0.377 g=2.144 2/2 [==============================] - 0s 15ms/step >26, 3/693, d1=0.268, d2=0.444 g=2.761 2/2 [==============================] - 0s 12ms/step >26, 4/693, d1=0.481, d2=0.361 g=2.200 2/2 [==============================] - 0s 13ms/step >26, 5/693, d1=0.551, d2=0.453 g=2.005 2/2 [==============================] - 0s 13ms/step >26, 6/693, d1=0.492, d2=0.477 g=2.248 2/2 [==============================] - 0s 13ms/step >26, 7/693, d1=0.472, d2=0.431 g=2.124 2/2 [==============================] - 0s 12ms/step >26, 8/693, d1=0.447, d2=0.359 g=2.216 2/2 [==============================] - 0s 13ms/step >26, 9/693, d1=0.307, d2=0.367 g=1.990 2/2 [==============================] - 0s 15ms/step >26, 10/693, d1=0.422, d2=0.218 g=2.247 2/2 [==============================] - 0s 13ms/step >26, 11/693, d1=0.351, d2=0.448 g=1.969 2/2 [==============================] - 0s 14ms/step >26, 12/693, d1=0.405, d2=0.453 g=2.185 2/2 [==============================] - 0s 13ms/step >26, 13/693, d1=0.509, d2=0.436 g=2.597 2/2 [==============================] - 0s 13ms/step >26, 14/693, d1=0.387, d2=0.353 g=2.419 2/2 [==============================] - 0s 14ms/step >26, 15/693, d1=0.570, d2=0.411 g=2.770 2/2 [==============================] - 0s 12ms/step >26, 16/693, d1=0.532, d2=0.348 g=2.537 2/2 [==============================] - 0s 14ms/step >26, 17/693, d1=0.349, d2=0.429 g=2.635 2/2 [==============================] - 0s 13ms/step >26, 18/693, d1=0.390, d2=0.349 g=2.043 2/2 [==============================] - 0s 13ms/step >26, 19/693, d1=0.461, d2=0.405 g=1.887 2/2 [==============================] - 0s 14ms/step >26, 20/693, d1=0.463, d2=0.448 g=1.857 2/2 [==============================] - 0s 13ms/step >26, 21/693, d1=0.476, d2=0.307 g=2.086 2/2 [==============================] - 0s 12ms/step >26, 22/693, d1=0.398, d2=0.388 g=2.609 2/2 [==============================] - 0s 13ms/step >26, 23/693, d1=0.433, d2=0.413 g=2.348 2/2 [==============================] - 0s 13ms/step >26, 24/693, d1=0.511, d2=0.379 g=2.446 2/2 [==============================] - 0s 12ms/step >26, 25/693, d1=0.529, d2=0.451 g=2.036 2/2 [==============================] - 0s 14ms/step >26, 26/693, d1=0.496, d2=0.397 g=2.653 2/2 [==============================] - 0s 13ms/step >26, 27/693, d1=0.456, d2=0.336 g=3.148 2/2 [==============================] - 0s 13ms/step >26, 28/693, d1=0.473, d2=0.337 g=2.164 2/2 [==============================] - 0s 12ms/step >26, 29/693, d1=0.472, d2=0.425 g=2.295 2/2 [==============================] - 0s 12ms/step >26, 30/693, d1=0.377, d2=0.443 g=1.965 2/2 [==============================] - 0s 13ms/step >26, 31/693, d1=0.421, d2=0.301 g=2.524 2/2 [==============================] - 0s 12ms/step >26, 32/693, d1=0.358, d2=0.381 g=2.546 2/2 [==============================] - 0s 13ms/step >26, 33/693, d1=0.281, d2=0.375 g=2.252 2/2 [==============================] - 0s 14ms/step >26, 34/693, d1=0.599, d2=0.386 g=2.332 2/2 [==============================] - 0s 13ms/step >26, 35/693, d1=0.507, d2=0.426 g=2.700 2/2 [==============================] - 0s 13ms/step >26, 36/693, d1=0.445, d2=0.382 g=3.004 2/2 [==============================] - 0s 12ms/step >26, 37/693, d1=0.401, d2=0.419 g=2.978 2/2 [==============================] - 0s 13ms/step >26, 38/693, d1=0.475, d2=0.348 g=2.527 2/2 [==============================] - 0s 13ms/step >26, 39/693, d1=0.584, d2=0.495 g=1.988 2/2 [==============================] - 0s 13ms/step >26, 40/693, d1=0.339, d2=0.476 g=2.126 2/2 [==============================] - 0s 12ms/step >26, 41/693, d1=0.437, d2=0.335 g=2.984 2/2 [==============================] - 0s 13ms/step >26, 42/693, d1=0.518, d2=0.357 g=1.924 2/2 [==============================] - 0s 12ms/step >26, 43/693, d1=0.362, d2=0.390 g=2.519 2/2 [==============================] - 0s 12ms/step >26, 44/693, d1=0.381, d2=0.512 g=2.735 2/2 [==============================] - 0s 12ms/step >26, 45/693, d1=0.516, d2=0.369 g=2.676 2/2 [==============================] - 0s 12ms/step >26, 46/693, d1=0.426, d2=0.384 g=2.221 2/2 [==============================] - 0s 13ms/step >26, 47/693, d1=0.446, d2=0.354 g=2.402 2/2 [==============================] - 0s 13ms/step >26, 48/693, d1=0.429, d2=0.507 g=2.291 2/2 [==============================] - 0s 13ms/step >26, 49/693, d1=0.518, d2=0.336 g=2.515 2/2 [==============================] - 0s 14ms/step >26, 50/693, d1=0.424, d2=0.408 g=1.948 2/2 [==============================] - 0s 12ms/step >26, 51/693, d1=0.334, d2=0.414 g=2.499 2/2 [==============================] - 0s 13ms/step >26, 52/693, d1=0.407, d2=0.372 g=2.407 2/2 [==============================] - 0s 13ms/step >26, 53/693, d1=0.465, d2=0.445 g=2.755 2/2 [==============================] - 0s 12ms/step >26, 54/693, d1=0.432, d2=0.301 g=2.720 2/2 [==============================] - 0s 13ms/step >26, 55/693, d1=0.459, d2=0.450 g=2.468 2/2 [==============================] - 0s 13ms/step >26, 56/693, d1=0.566, d2=0.551 g=2.593 2/2 [==============================] - 0s 13ms/step >26, 57/693, d1=0.384, d2=0.301 g=2.469 2/2 [==============================] - 0s 13ms/step >26, 58/693, d1=0.483, d2=0.408 g=2.385 2/2 [==============================] - 0s 12ms/step >26, 59/693, d1=0.331, d2=0.340 g=2.147 2/2 [==============================] - 0s 11ms/step >26, 60/693, d1=0.596, d2=0.447 g=2.362 2/2 [==============================] - 0s 14ms/step >26, 61/693, d1=0.419, d2=0.372 g=2.361 2/2 [==============================] - 0s 13ms/step >26, 62/693, d1=0.446, d2=0.424 g=2.306 2/2 [==============================] - 0s 13ms/step >26, 63/693, d1=0.338, d2=0.390 g=2.357 2/2 [==============================] - 0s 11ms/step >26, 64/693, d1=0.463, d2=0.392 g=2.455 2/2 [==============================] - 0s 13ms/step >26, 65/693, d1=0.546, d2=0.460 g=2.701 2/2 [==============================] - 0s 13ms/step >26, 66/693, d1=0.476, d2=0.408 g=3.285 2/2 [==============================] - 0s 14ms/step >26, 67/693, d1=0.422, d2=0.319 g=2.629 2/2 [==============================] - 0s 13ms/step >26, 68/693, d1=0.345, d2=0.376 g=2.374 2/2 [==============================] - 0s 13ms/step >26, 69/693, d1=0.353, d2=0.386 g=2.474 2/2 [==============================] - 0s 12ms/step >26, 70/693, d1=0.322, d2=0.284 g=2.836 2/2 [==============================] - 0s 12ms/step >26, 71/693, d1=0.250, d2=0.320 g=2.662 2/2 [==============================] - 0s 13ms/step >26, 72/693, d1=0.412, d2=0.434 g=2.588 2/2 [==============================] - 0s 13ms/step >26, 73/693, d1=0.458, d2=0.368 g=2.209 2/2 [==============================] - 0s 14ms/step >26, 74/693, d1=0.497, d2=0.432 g=2.421 2/2 [==============================] - 0s 14ms/step >26, 75/693, d1=0.422, d2=0.438 g=2.734 2/2 [==============================] - 0s 12ms/step >26, 76/693, d1=0.493, d2=0.457 g=2.378 2/2 [==============================] - 0s 13ms/step >26, 77/693, d1=0.534, d2=0.375 g=2.283 2/2 [==============================] - 0s 13ms/step >26, 78/693, d1=0.528, d2=0.294 g=2.790 2/2 [==============================] - 0s 12ms/step >26, 79/693, d1=0.400, d2=0.366 g=1.941 2/2 [==============================] - 0s 14ms/step >26, 80/693, d1=0.444, d2=0.477 g=2.418 2/2 [==============================] - 0s 12ms/step >26, 81/693, d1=0.447, d2=0.397 g=2.565 2/2 [==============================] - 0s 12ms/step >26, 82/693, d1=0.476, d2=0.327 g=2.134 2/2 [==============================] - 0s 13ms/step >26, 83/693, d1=0.499, d2=0.512 g=2.657 2/2 [==============================] - 0s 12ms/step >26, 84/693, d1=0.532, d2=0.393 g=2.651 2/2 [==============================] - 0s 12ms/step >26, 85/693, d1=0.360, d2=0.432 g=2.727 2/2 [==============================] - 0s 12ms/step >26, 86/693, d1=0.493, d2=0.464 g=2.710 2/2 [==============================] - 0s 13ms/step >26, 87/693, d1=0.474, d2=0.390 g=2.613 2/2 [==============================] - 0s 13ms/step >26, 88/693, d1=0.463, d2=0.367 g=2.246 2/2 [==============================] - 0s 14ms/step >26, 89/693, d1=0.395, d2=0.390 g=2.337 2/2 [==============================] - 0s 11ms/step >26, 90/693, d1=0.410, d2=0.359 g=2.903 2/2 [==============================] - 0s 13ms/step >26, 91/693, d1=0.569, d2=0.423 g=2.333 2/2 [==============================] - 0s 13ms/step >26, 92/693, d1=0.332, d2=0.337 g=3.021 2/2 [==============================] - 0s 13ms/step >26, 93/693, d1=0.528, d2=0.582 g=2.275 2/2 [==============================] - 0s 14ms/step >26, 94/693, d1=0.530, d2=0.385 g=2.987 2/2 [==============================] - 0s 13ms/step >26, 95/693, d1=0.517, d2=0.420 g=2.328 2/2 [==============================] - 0s 11ms/step >26, 96/693, d1=0.330, d2=0.353 g=2.187 2/2 [==============================] - 0s 13ms/step >26, 97/693, d1=0.539, d2=0.445 g=3.312 2/2 [==============================] - 0s 14ms/step >26, 98/693, d1=0.335, d2=0.461 g=2.514 2/2 [==============================] - 0s 12ms/step >26, 99/693, d1=0.552, d2=0.422 g=2.440 2/2 [==============================] - 0s 13ms/step >26, 100/693, d1=0.433, d2=0.338 g=2.120 2/2 [==============================] - 0s 13ms/step >26, 101/693, d1=0.558, d2=0.367 g=2.849 2/2 [==============================] - 0s 13ms/step >26, 102/693, d1=0.517, d2=0.408 g=2.093 2/2 [==============================] - 0s 13ms/step >26, 103/693, d1=0.322, d2=0.432 g=2.662 2/2 [==============================] - 0s 13ms/step >26, 104/693, d1=0.459, d2=0.382 g=3.137 2/2 [==============================] - 0s 12ms/step >26, 105/693, d1=0.376, d2=0.421 g=3.071 2/2 [==============================] - 0s 14ms/step >26, 106/693, d1=0.527, d2=0.486 g=2.338 2/2 [==============================] - 0s 12ms/step >26, 107/693, d1=0.515, d2=0.439 g=2.937 2/2 [==============================] - 0s 14ms/step >26, 108/693, d1=0.430, d2=0.352 g=2.593 2/2 [==============================] - 0s 14ms/step >26, 109/693, d1=0.479, d2=0.361 g=2.303 2/2 [==============================] - 0s 13ms/step >26, 110/693, d1=0.398, d2=0.423 g=2.673 2/2 [==============================] - 0s 11ms/step >26, 111/693, d1=0.397, d2=0.447 g=2.900 2/2 [==============================] - 0s 13ms/step >26, 112/693, d1=0.557, d2=0.374 g=2.856 2/2 [==============================] - 0s 13ms/step >26, 113/693, d1=0.502, d2=0.317 g=2.534 2/2 [==============================] - 0s 13ms/step >26, 114/693, d1=0.444, d2=0.453 g=2.840 2/2 [==============================] - 0s 14ms/step >26, 115/693, d1=0.396, d2=0.383 g=2.502 2/2 [==============================] - 0s 13ms/step >26, 116/693, d1=0.411, d2=0.382 g=3.028 2/2 [==============================] - 0s 12ms/step >26, 117/693, d1=0.485, d2=0.475 g=2.365 2/2 [==============================] - 0s 11ms/step >26, 118/693, d1=0.470, d2=0.394 g=2.634 2/2 [==============================] - 0s 13ms/step >26, 119/693, d1=0.485, d2=0.421 g=2.595 2/2 [==============================] - 0s 12ms/step >26, 120/693, d1=0.580, d2=0.439 g=2.082 2/2 [==============================] - 0s 14ms/step >26, 121/693, d1=0.543, d2=0.460 g=3.007 2/2 [==============================] - 0s 13ms/step >26, 122/693, d1=0.449, d2=0.359 g=2.844 2/2 [==============================] - 0s 13ms/step >26, 123/693, d1=0.408, d2=0.321 g=2.480 2/2 [==============================] - 0s 13ms/step >26, 124/693, d1=0.327, d2=0.471 g=2.718 2/2 [==============================] - 0s 14ms/step >26, 125/693, d1=0.419, d2=0.400 g=2.460 2/2 [==============================] - 0s 13ms/step >26, 126/693, d1=0.448, d2=0.403 g=2.968 2/2 [==============================] - 0s 14ms/step >26, 127/693, d1=0.376, d2=0.290 g=2.572 2/2 [==============================] - 0s 13ms/step >26, 128/693, d1=0.473, d2=0.447 g=2.487 2/2 [==============================] - 0s 13ms/step >26, 129/693, d1=0.644, d2=0.488 g=2.694 2/2 [==============================] - 0s 13ms/step >26, 130/693, d1=0.342, d2=0.450 g=2.068 2/2 [==============================] - 0s 13ms/step >26, 131/693, d1=0.479, d2=0.506 g=2.714 2/2 [==============================] - 0s 12ms/step >26, 132/693, d1=0.438, d2=0.425 g=2.523 2/2 [==============================] - 0s 12ms/step >26, 133/693, d1=0.490, d2=0.277 g=2.287 2/2 [==============================] - 0s 12ms/step >26, 134/693, d1=0.496, d2=0.415 g=2.531 2/2 [==============================] - 0s 11ms/step >26, 135/693, d1=0.448, d2=0.566 g=2.775 2/2 [==============================] - 0s 13ms/step >26, 136/693, d1=0.439, d2=0.477 g=2.750 2/2 [==============================] - 0s 13ms/step >26, 137/693, d1=0.584, d2=0.414 g=2.742 2/2 [==============================] - 0s 14ms/step >26, 138/693, d1=0.605, d2=0.344 g=2.740 2/2 [==============================] - 0s 12ms/step >26, 139/693, d1=0.441, d2=0.378 g=2.531 2/2 [==============================] - 0s 13ms/step >26, 140/693, d1=0.320, d2=0.376 g=2.310 2/2 [==============================] - 0s 13ms/step >26, 141/693, d1=0.485, d2=0.356 g=2.861 2/2 [==============================] - 0s 13ms/step >26, 142/693, d1=0.441, d2=0.448 g=2.485 2/2 [==============================] - 0s 12ms/step >26, 143/693, d1=0.430, d2=0.435 g=2.627 2/2 [==============================] - 0s 11ms/step >26, 144/693, d1=0.490, d2=0.407 g=3.009 2/2 [==============================] - 0s 13ms/step >26, 145/693, d1=0.430, d2=0.462 g=2.415 2/2 [==============================] - 0s 12ms/step >26, 146/693, d1=0.378, d2=0.383 g=3.510 2/2 [==============================] - 0s 12ms/step >26, 147/693, d1=0.565, d2=0.333 g=3.208 2/2 [==============================] - 0s 13ms/step >26, 148/693, d1=0.538, d2=0.404 g=2.623 2/2 [==============================] - 0s 14ms/step >26, 149/693, d1=0.448, d2=0.464 g=2.481 2/2 [==============================] - 0s 11ms/step >26, 150/693, d1=0.456, d2=0.399 g=2.431 2/2 [==============================] - 0s 13ms/step >26, 151/693, d1=0.410, d2=0.261 g=2.018 2/2 [==============================] - 0s 14ms/step >26, 152/693, d1=0.394, d2=0.377 g=2.669 2/2 [==============================] - 0s 13ms/step >26, 153/693, d1=0.426, d2=0.357 g=1.989 2/2 [==============================] - 0s 13ms/step >26, 154/693, d1=0.486, d2=0.516 g=2.681 2/2 [==============================] - 0s 12ms/step >26, 155/693, d1=0.370, d2=0.395 g=2.294 2/2 [==============================] - 0s 13ms/step >26, 156/693, d1=0.448, d2=0.458 g=2.761 2/2 [==============================] - 0s 12ms/step >26, 157/693, d1=0.379, d2=0.332 g=2.866 2/2 [==============================] - 0s 12ms/step >26, 158/693, d1=0.593, d2=0.514 g=2.435 2/2 [==============================] - 0s 14ms/step >26, 159/693, d1=0.518, d2=0.415 g=3.174 2/2 [==============================] - 0s 13ms/step >26, 160/693, d1=0.489, d2=0.356 g=2.949 2/2 [==============================] - 0s 16ms/step >26, 161/693, d1=0.529, d2=0.437 g=2.402 2/2 [==============================] - 0s 13ms/step >26, 162/693, d1=0.549, d2=0.351 g=2.244 2/2 [==============================] - 0s 12ms/step >26, 163/693, d1=0.538, d2=0.490 g=1.949 2/2 [==============================] - 0s 12ms/step >26, 164/693, d1=0.437, d2=0.510 g=2.712 2/2 [==============================] - 0s 13ms/step >26, 165/693, d1=0.620, d2=0.333 g=1.978 2/2 [==============================] - 0s 11ms/step >26, 166/693, d1=0.370, d2=0.462 g=2.463 2/2 [==============================] - 0s 13ms/step >26, 167/693, d1=0.419, d2=0.471 g=2.095 2/2 [==============================] - 0s 14ms/step >26, 168/693, d1=0.411, d2=0.371 g=2.132 2/2 [==============================] - 0s 13ms/step >26, 169/693, d1=0.585, d2=0.348 g=2.348 2/2 [==============================] - 0s 13ms/step >26, 170/693, d1=0.416, d2=0.475 g=1.902 2/2 [==============================] - 0s 12ms/step >26, 171/693, d1=0.544, d2=0.385 g=2.085 2/2 [==============================] - 0s 13ms/step >26, 172/693, d1=0.380, d2=0.331 g=2.596 2/2 [==============================] - 0s 14ms/step >26, 173/693, d1=0.300, d2=0.477 g=2.728 2/2 [==============================] - 0s 13ms/step >26, 174/693, d1=0.625, d2=0.470 g=2.086 2/2 [==============================] - 0s 13ms/step >26, 175/693, d1=0.466, d2=0.390 g=2.539 2/2 [==============================] - 0s 13ms/step >26, 176/693, d1=0.508, d2=0.454 g=1.960 2/2 [==============================] - 0s 13ms/step >26, 177/693, d1=0.471, d2=0.427 g=2.253 2/2 [==============================] - 0s 13ms/step >26, 178/693, d1=0.357, d2=0.270 g=2.514 2/2 [==============================] - 0s 13ms/step >26, 179/693, d1=0.513, d2=0.424 g=2.226 2/2 [==============================] - 0s 13ms/step >26, 180/693, d1=0.445, d2=0.345 g=1.985 2/2 [==============================] - 0s 14ms/step >26, 181/693, d1=0.324, d2=0.305 g=2.187 2/2 [==============================] - 0s 14ms/step >26, 182/693, d1=0.337, d2=0.342 g=2.508 2/2 [==============================] - 0s 13ms/step >26, 183/693, d1=0.339, d2=0.395 g=2.287 2/2 [==============================] - 0s 12ms/step >26, 184/693, d1=0.452, d2=0.336 g=2.519 2/2 [==============================] - 0s 12ms/step >26, 185/693, d1=0.576, d2=0.457 g=3.291 2/2 [==============================] - 0s 13ms/step >26, 186/693, d1=0.544, d2=0.439 g=2.204 2/2 [==============================] - 0s 12ms/step >26, 187/693, d1=0.447, d2=0.356 g=1.964 2/2 [==============================] - 0s 13ms/step >26, 188/693, d1=0.507, d2=0.419 g=3.241 2/2 [==============================] - 0s 13ms/step >26, 189/693, d1=0.421, d2=0.389 g=3.058 2/2 [==============================] - 0s 12ms/step >26, 190/693, d1=0.596, d2=0.380 g=2.128 2/2 [==============================] - 0s 14ms/step >26, 191/693, d1=0.294, d2=0.557 g=2.679 2/2 [==============================] - 0s 14ms/step >26, 192/693, d1=0.356, d2=0.306 g=3.002 2/2 [==============================] - 0s 14ms/step >26, 193/693, d1=0.494, d2=0.332 g=2.947 2/2 [==============================] - 0s 12ms/step >26, 194/693, d1=0.364, d2=0.467 g=2.166 2/2 [==============================] - 0s 13ms/step >26, 195/693, d1=0.540, d2=0.314 g=2.359 2/2 [==============================] - 0s 12ms/step >26, 196/693, d1=0.406, d2=0.392 g=2.991 2/2 [==============================] - 0s 13ms/step >26, 197/693, d1=0.476, d2=0.303 g=2.268 2/2 [==============================] - 0s 14ms/step >26, 198/693, d1=0.372, d2=0.381 g=2.207 2/2 [==============================] - 0s 12ms/step >26, 199/693, d1=0.384, d2=0.441 g=2.470 2/2 [==============================] - 0s 13ms/step >26, 200/693, d1=0.299, d2=0.434 g=2.727 2/2 [==============================] - 0s 13ms/step >26, 201/693, d1=0.379, d2=0.286 g=2.678 2/2 [==============================] - 0s 11ms/step >26, 202/693, d1=0.659, d2=0.469 g=2.312 2/2 [==============================] - 0s 13ms/step >26, 203/693, d1=0.487, d2=0.430 g=2.412 2/2 [==============================] - 0s 13ms/step >26, 204/693, d1=0.408, d2=0.566 g=2.607 2/2 [==============================] - 0s 13ms/step >26, 205/693, d1=0.627, d2=0.431 g=2.225 2/2 [==============================] - 0s 13ms/step >26, 206/693, d1=0.535, d2=0.311 g=2.019 2/2 [==============================] - 0s 13ms/step >26, 207/693, d1=0.473, d2=0.482 g=2.597 2/2 [==============================] - 0s 13ms/step >26, 208/693, d1=0.350, d2=0.347 g=2.658 2/2 [==============================] - 0s 13ms/step >26, 209/693, d1=0.374, d2=0.475 g=2.279 2/2 [==============================] - 0s 13ms/step >26, 210/693, d1=0.322, d2=0.382 g=2.587 2/2 [==============================] - 0s 12ms/step >26, 211/693, d1=0.709, d2=0.465 g=2.400 2/2 [==============================] - 0s 12ms/step >26, 212/693, d1=0.439, d2=0.419 g=2.119 2/2 [==============================] - 0s 14ms/step >26, 213/693, d1=0.491, d2=0.339 g=2.229 2/2 [==============================] - 0s 14ms/step >26, 214/693, d1=0.456, d2=0.493 g=2.002 2/2 [==============================] - 0s 12ms/step >26, 215/693, d1=0.524, d2=0.456 g=2.380 2/2 [==============================] - 0s 14ms/step >26, 216/693, d1=0.419, d2=0.346 g=2.117 2/2 [==============================] - 0s 14ms/step >26, 217/693, d1=0.422, d2=0.374 g=2.702 2/2 [==============================] - 0s 13ms/step >26, 218/693, d1=0.465, d2=0.421 g=2.803 2/2 [==============================] - 0s 12ms/step >26, 219/693, d1=0.342, d2=0.473 g=2.148 2/2 [==============================] - 0s 12ms/step >26, 220/693, d1=0.519, d2=0.437 g=2.088 2/2 [==============================] - 0s 14ms/step >26, 221/693, d1=0.324, d2=0.323 g=2.637 2/2 [==============================] - 0s 14ms/step >26, 222/693, d1=0.450, d2=0.364 g=2.417 2/2 [==============================] - 0s 13ms/step >26, 223/693, d1=0.291, d2=0.369 g=1.883 2/2 [==============================] - 0s 12ms/step >26, 224/693, d1=0.358, d2=0.335 g=2.283 2/2 [==============================] - 0s 13ms/step >26, 225/693, d1=0.405, d2=0.357 g=2.466 2/2 [==============================] - 0s 14ms/step >26, 226/693, d1=0.453, d2=0.330 g=2.448 2/2 [==============================] - 0s 12ms/step >26, 227/693, d1=0.446, d2=0.366 g=2.453 2/2 [==============================] - 0s 11ms/step >26, 228/693, d1=0.269, d2=0.339 g=2.571 2/2 [==============================] - 0s 12ms/step >26, 229/693, d1=0.385, d2=0.364 g=2.692 2/2 [==============================] - 0s 13ms/step >26, 230/693, d1=0.367, d2=0.350 g=2.647 2/2 [==============================] - 0s 12ms/step >26, 231/693, d1=0.445, d2=0.358 g=2.887 2/2 [==============================] - 0s 12ms/step >26, 232/693, d1=0.508, d2=0.353 g=2.219 2/2 [==============================] - 0s 13ms/step >26, 233/693, d1=0.338, d2=0.502 g=2.413 2/2 [==============================] - 0s 14ms/step >26, 234/693, d1=0.642, d2=0.478 g=2.003 2/2 [==============================] - 0s 13ms/step >26, 235/693, d1=0.512, d2=0.524 g=2.637 2/2 [==============================] - 0s 13ms/step >26, 236/693, d1=0.390, d2=0.368 g=2.158 2/2 [==============================] - 0s 14ms/step >26, 237/693, d1=0.362, d2=0.338 g=2.235 2/2 [==============================] - 0s 14ms/step >26, 238/693, d1=0.497, d2=0.538 g=2.390 2/2 [==============================] - 0s 13ms/step >26, 239/693, d1=0.439, d2=0.362 g=2.366 2/2 [==============================] - 0s 12ms/step >26, 240/693, d1=0.403, d2=0.340 g=2.123 2/2 [==============================] - 0s 14ms/step >26, 241/693, d1=0.399, d2=0.376 g=2.966 2/2 [==============================] - 0s 13ms/step >26, 242/693, d1=0.565, d2=0.384 g=1.883 2/2 [==============================] - 0s 11ms/step >26, 243/693, d1=0.441, d2=0.441 g=2.129 2/2 [==============================] - 0s 14ms/step >26, 244/693, d1=0.465, d2=0.314 g=2.111 2/2 [==============================] - 0s 13ms/step >26, 245/693, d1=0.348, d2=0.409 g=2.591 2/2 [==============================] - 0s 13ms/step >26, 246/693, d1=0.441, d2=0.544 g=2.673 2/2 [==============================] - 0s 14ms/step >26, 247/693, d1=0.389, d2=0.316 g=2.365 2/2 [==============================] - 0s 11ms/step >26, 248/693, d1=0.675, d2=0.362 g=2.287 2/2 [==============================] - 0s 15ms/step >26, 249/693, d1=0.439, d2=0.447 g=2.587 2/2 [==============================] - 0s 13ms/step >26, 250/693, d1=0.374, d2=0.373 g=2.607 2/2 [==============================] - 0s 14ms/step >26, 251/693, d1=0.436, d2=0.444 g=2.333 2/2 [==============================] - 0s 13ms/step >26, 252/693, d1=0.390, d2=0.383 g=2.281 2/2 [==============================] - 0s 12ms/step >26, 253/693, d1=0.583, d2=0.521 g=2.003 2/2 [==============================] - 0s 13ms/step >26, 254/693, d1=0.307, d2=0.395 g=2.629 2/2 [==============================] - 0s 13ms/step >26, 255/693, d1=0.556, d2=0.325 g=2.025 2/2 [==============================] - 0s 14ms/step >26, 256/693, d1=0.533, d2=0.356 g=2.240 2/2 [==============================] - 0s 12ms/step >26, 257/693, d1=0.408, d2=0.421 g=2.271 2/2 [==============================] - 0s 13ms/step >26, 258/693, d1=0.552, d2=0.515 g=2.986 2/2 [==============================] - 0s 12ms/step >26, 259/693, d1=0.464, d2=0.447 g=2.295 2/2 [==============================] - 0s 13ms/step >26, 260/693, d1=0.412, d2=0.342 g=2.349 2/2 [==============================] - 0s 14ms/step >26, 261/693, d1=0.391, d2=0.308 g=1.935 2/2 [==============================] - 0s 13ms/step >26, 262/693, d1=0.374, d2=0.473 g=1.939 2/2 [==============================] - 0s 12ms/step >26, 263/693, d1=0.514, d2=0.477 g=2.255 2/2 [==============================] - 0s 11ms/step >26, 264/693, d1=0.368, d2=0.393 g=3.097 2/2 [==============================] - 0s 13ms/step >26, 265/693, d1=0.461, d2=0.262 g=2.235 2/2 [==============================] - 0s 11ms/step >26, 266/693, d1=0.401, d2=0.472 g=2.268 2/2 [==============================] - 0s 11ms/step >26, 267/693, d1=0.371, d2=0.327 g=2.560 2/2 [==============================] - 0s 11ms/step >26, 268/693, d1=0.389, d2=0.352 g=2.290 2/2 [==============================] - 0s 12ms/step >26, 269/693, d1=0.427, d2=0.375 g=2.470 2/2 [==============================] - 0s 11ms/step >26, 270/693, d1=0.516, d2=0.462 g=2.797 2/2 [==============================] - 0s 12ms/step >26, 271/693, d1=0.569, d2=0.377 g=2.448 2/2 [==============================] - 0s 14ms/step >26, 272/693, d1=0.401, d2=0.561 g=2.223 2/2 [==============================] - 0s 12ms/step >26, 273/693, d1=0.502, d2=0.461 g=2.178 2/2 [==============================] - 0s 12ms/step >26, 274/693, d1=0.402, d2=0.352 g=2.113 2/2 [==============================] - 0s 13ms/step >26, 275/693, d1=0.258, d2=0.370 g=2.813 2/2 [==============================] - 0s 14ms/step >26, 276/693, d1=0.608, d2=0.399 g=2.302 2/2 [==============================] - 0s 14ms/step >26, 277/693, d1=0.458, d2=0.368 g=2.318 2/2 [==============================] - 0s 12ms/step >26, 278/693, d1=0.462, d2=0.294 g=2.408 2/2 [==============================] - 0s 12ms/step >26, 279/693, d1=0.393, d2=0.577 g=2.201 2/2 [==============================] - 0s 13ms/step >26, 280/693, d1=0.549, d2=0.400 g=2.243 2/2 [==============================] - 0s 14ms/step >26, 281/693, d1=0.544, d2=0.443 g=1.938 2/2 [==============================] - 0s 14ms/step >26, 282/693, d1=0.349, d2=0.525 g=1.943 2/2 [==============================] - 0s 13ms/step >26, 283/693, d1=0.377, d2=0.334 g=2.361 2/2 [==============================] - 0s 13ms/step >26, 284/693, d1=0.531, d2=0.348 g=2.084 2/2 [==============================] - 0s 12ms/step >26, 285/693, d1=0.432, d2=0.370 g=2.359 2/2 [==============================] - 0s 14ms/step >26, 286/693, d1=0.510, d2=0.458 g=2.453 2/2 [==============================] - 0s 15ms/step >26, 287/693, d1=0.352, d2=0.350 g=2.162 2/2 [==============================] - 0s 11ms/step >26, 288/693, d1=0.539, d2=0.318 g=2.495 2/2 [==============================] - 0s 13ms/step >26, 289/693, d1=0.515, d2=0.419 g=2.242 2/2 [==============================] - 0s 13ms/step >26, 290/693, d1=0.297, d2=0.319 g=2.454 2/2 [==============================] - 0s 13ms/step >26, 291/693, d1=0.417, d2=0.320 g=1.768 2/2 [==============================] - 0s 11ms/step >26, 292/693, d1=0.416, d2=0.395 g=2.159 2/2 [==============================] - 0s 12ms/step >26, 293/693, d1=0.394, d2=0.423 g=2.434 2/2 [==============================] - 0s 14ms/step >26, 294/693, d1=0.528, d2=0.438 g=2.273 2/2 [==============================] - 0s 14ms/step >26, 295/693, d1=0.327, d2=0.418 g=2.690 2/2 [==============================] - 0s 13ms/step >26, 296/693, d1=0.586, d2=0.371 g=2.629 2/2 [==============================] - 0s 12ms/step >26, 297/693, d1=0.436, d2=0.441 g=1.836 2/2 [==============================] - 0s 14ms/step >26, 298/693, d1=0.441, d2=0.536 g=2.624 2/2 [==============================] - 0s 12ms/step >26, 299/693, d1=0.424, d2=0.375 g=2.823 2/2 [==============================] - 0s 12ms/step >26, 300/693, d1=0.510, d2=0.374 g=2.297 2/2 [==============================] - 0s 12ms/step >26, 301/693, d1=0.353, d2=0.355 g=2.695 2/2 [==============================] - 0s 13ms/step >26, 302/693, d1=0.460, d2=0.445 g=1.949 2/2 [==============================] - 0s 12ms/step >26, 303/693, d1=0.561, d2=0.432 g=2.260 2/2 [==============================] - 0s 12ms/step >26, 304/693, d1=0.357, d2=0.327 g=2.471 2/2 [==============================] - 0s 14ms/step >26, 305/693, d1=0.446, d2=0.358 g=2.233 2/2 [==============================] - 0s 14ms/step >26, 306/693, d1=0.380, d2=0.313 g=2.545 2/2 [==============================] - 0s 15ms/step >26, 307/693, d1=0.459, d2=0.330 g=2.208 2/2 [==============================] - 0s 13ms/step >26, 308/693, d1=0.325, d2=0.551 g=2.748 2/2 [==============================] - 0s 13ms/step >26, 309/693, d1=0.497, d2=0.455 g=2.651 2/2 [==============================] - 0s 12ms/step >26, 310/693, d1=0.573, d2=0.305 g=2.498 2/2 [==============================] - 0s 13ms/step >26, 311/693, d1=0.294, d2=0.314 g=2.085 2/2 [==============================] - 0s 13ms/step >26, 312/693, d1=0.493, d2=0.364 g=2.407 2/2 [==============================] - 0s 11ms/step >26, 313/693, d1=0.356, d2=0.309 g=2.281 2/2 [==============================] - 0s 14ms/step >26, 314/693, d1=0.361, d2=0.505 g=2.785 2/2 [==============================] - 0s 12ms/step >26, 315/693, d1=0.542, d2=0.358 g=2.796 2/2 [==============================] - 0s 13ms/step >26, 316/693, d1=0.355, d2=0.356 g=2.252 2/2 [==============================] - 0s 12ms/step >26, 317/693, d1=0.593, d2=0.291 g=2.290 2/2 [==============================] - 0s 12ms/step >26, 318/693, d1=0.353, d2=0.508 g=2.258 2/2 [==============================] - 0s 14ms/step >26, 319/693, d1=0.426, d2=0.422 g=2.521 2/2 [==============================] - 0s 13ms/step >26, 320/693, d1=0.411, d2=0.399 g=2.502 2/2 [==============================] - 0s 12ms/step >26, 321/693, d1=0.427, d2=0.379 g=2.288 2/2 [==============================] - 0s 13ms/step >26, 322/693, d1=0.485, d2=0.456 g=1.812 2/2 [==============================] - 0s 12ms/step >26, 323/693, d1=0.382, d2=0.330 g=2.206 2/2 [==============================] - 0s 15ms/step >26, 324/693, d1=0.420, d2=0.368 g=2.454 2/2 [==============================] - 0s 13ms/step >26, 325/693, d1=0.494, d2=0.364 g=2.351 2/2 [==============================] - 0s 12ms/step >26, 326/693, d1=0.477, d2=0.477 g=2.140 2/2 [==============================] - 0s 14ms/step >26, 327/693, d1=0.439, d2=0.340 g=2.468 2/2 [==============================] - 0s 14ms/step >26, 328/693, d1=0.380, d2=0.311 g=2.659 2/2 [==============================] - 0s 14ms/step >26, 329/693, d1=0.447, d2=0.381 g=2.539 2/2 [==============================] - 0s 13ms/step >26, 330/693, d1=0.339, d2=0.323 g=2.514 2/2 [==============================] - 0s 12ms/step >26, 331/693, d1=0.650, d2=0.359 g=2.080 2/2 [==============================] - 0s 13ms/step >26, 332/693, d1=0.415, d2=0.410 g=2.181 2/2 [==============================] - 0s 13ms/step >26, 333/693, d1=0.193, d2=0.348 g=2.694 2/2 [==============================] - 0s 11ms/step >26, 334/693, d1=0.385, d2=0.274 g=2.615 2/2 [==============================] - 0s 11ms/step >26, 335/693, d1=0.472, d2=0.512 g=2.484 2/2 [==============================] - 0s 13ms/step >26, 336/693, d1=0.446, d2=0.295 g=2.421 2/2 [==============================] - 0s 12ms/step >26, 337/693, d1=0.399, d2=0.423 g=2.261 2/2 [==============================] - 0s 13ms/step >26, 338/693, d1=0.611, d2=0.387 g=2.540 2/2 [==============================] - 0s 15ms/step >26, 339/693, d1=0.384, d2=0.425 g=2.360 2/2 [==============================] - 0s 13ms/step >26, 340/693, d1=0.455, d2=0.371 g=2.111 2/2 [==============================] - 0s 15ms/step >26, 341/693, d1=0.448, d2=0.427 g=2.195 2/2 [==============================] - 0s 13ms/step >26, 342/693, d1=0.546, d2=0.440 g=2.418 2/2 [==============================] - 0s 13ms/step >26, 343/693, d1=0.543, d2=0.465 g=2.053 2/2 [==============================] - 0s 13ms/step >26, 344/693, d1=0.398, d2=0.476 g=2.628 2/2 [==============================] - 0s 14ms/step >26, 345/693, d1=0.407, d2=0.373 g=2.488 2/2 [==============================] - 0s 14ms/step >26, 346/693, d1=0.319, d2=0.471 g=2.231 2/2 [==============================] - 0s 13ms/step >26, 347/693, d1=0.461, d2=0.441 g=2.322 2/2 [==============================] - 0s 13ms/step >26, 348/693, d1=0.529, d2=0.468 g=2.411 2/2 [==============================] - 0s 13ms/step >26, 349/693, d1=0.540, d2=0.299 g=2.277 2/2 [==============================] - 0s 14ms/step >26, 350/693, d1=0.444, d2=0.405 g=2.434 2/2 [==============================] - 0s 14ms/step >26, 351/693, d1=0.501, d2=0.382 g=2.241 2/2 [==============================] - 0s 14ms/step >26, 352/693, d1=0.489, d2=0.425 g=2.739 2/2 [==============================] - 0s 14ms/step >26, 353/693, d1=0.428, d2=0.430 g=1.962 2/2 [==============================] - 0s 13ms/step >26, 354/693, d1=0.385, d2=0.458 g=2.410 2/2 [==============================] - 0s 13ms/step >26, 355/693, d1=0.437, d2=0.376 g=2.284 2/2 [==============================] - 0s 14ms/step >26, 356/693, d1=0.372, d2=0.282 g=2.121 2/2 [==============================] - 0s 12ms/step >26, 357/693, d1=0.398, d2=0.434 g=2.208 2/2 [==============================] - 0s 13ms/step >26, 358/693, d1=0.499, d2=0.390 g=1.809 2/2 [==============================] - 0s 13ms/step >26, 359/693, d1=0.586, d2=0.384 g=1.636 2/2 [==============================] - 0s 13ms/step >26, 360/693, d1=0.418, d2=0.467 g=2.932 2/2 [==============================] - 0s 12ms/step >26, 361/693, d1=0.559, d2=0.492 g=2.240 2/2 [==============================] - 0s 13ms/step >26, 362/693, d1=0.445, d2=0.403 g=2.404 2/2 [==============================] - 0s 14ms/step >26, 363/693, d1=0.543, d2=0.356 g=2.033 2/2 [==============================] - 0s 14ms/step >26, 364/693, d1=0.505, d2=0.492 g=1.587 2/2 [==============================] - 0s 13ms/step >26, 365/693, d1=0.392, d2=0.483 g=2.700 2/2 [==============================] - 0s 13ms/step >26, 366/693, d1=0.513, d2=0.444 g=2.184 2/2 [==============================] - 0s 13ms/step >26, 367/693, d1=0.399, d2=0.390 g=2.675 2/2 [==============================] - 0s 13ms/step >26, 368/693, d1=0.502, d2=0.274 g=2.404 2/2 [==============================] - 0s 12ms/step >26, 369/693, d1=0.588, d2=0.374 g=2.011 2/2 [==============================] - 0s 14ms/step >26, 370/693, d1=0.334, d2=0.479 g=2.613 2/2 [==============================] - 0s 14ms/step >26, 371/693, d1=0.640, d2=0.362 g=2.033 2/2 [==============================] - 0s 14ms/step >26, 372/693, d1=0.507, d2=0.368 g=1.724 2/2 [==============================] - 0s 13ms/step >26, 373/693, d1=0.339, d2=0.452 g=1.973 2/2 [==============================] - 0s 11ms/step >26, 374/693, d1=0.363, d2=0.326 g=2.053 2/2 [==============================] - 0s 14ms/step >26, 375/693, d1=0.517, d2=0.373 g=1.942 2/2 [==============================] - 0s 12ms/step >26, 376/693, d1=0.354, d2=0.436 g=2.362 2/2 [==============================] - 0s 13ms/step >26, 377/693, d1=0.398, d2=0.369 g=2.282 2/2 [==============================] - 0s 14ms/step >26, 378/693, d1=0.484, d2=0.353 g=2.217 2/2 [==============================] - 0s 14ms/step >26, 379/693, d1=0.394, d2=0.574 g=2.599 2/2 [==============================] - 0s 12ms/step >26, 380/693, d1=0.638, d2=0.395 g=2.165 2/2 [==============================] - 0s 13ms/step >26, 381/693, d1=0.288, d2=0.474 g=2.054 2/2 [==============================] - 0s 13ms/step >26, 382/693, d1=0.441, d2=0.352 g=2.386 2/2 [==============================] - 0s 13ms/step >26, 383/693, d1=0.374, d2=0.373 g=2.571 2/2 [==============================] - 0s 13ms/step >26, 384/693, d1=0.485, d2=0.367 g=2.132 2/2 [==============================] - 0s 12ms/step >26, 385/693, d1=0.409, d2=0.345 g=2.041 2/2 [==============================] - 0s 12ms/step >26, 386/693, d1=0.429, d2=0.333 g=2.881 2/2 [==============================] - 0s 13ms/step >26, 387/693, d1=0.479, d2=0.368 g=2.013 2/2 [==============================] - 0s 13ms/step >26, 388/693, d1=0.356, d2=0.466 g=2.011 2/2 [==============================] - 0s 14ms/step >26, 389/693, d1=0.413, d2=0.375 g=2.120 2/2 [==============================] - 0s 11ms/step >26, 390/693, d1=0.489, d2=0.415 g=2.252 2/2 [==============================] - 0s 14ms/step >26, 391/693, d1=0.372, d2=0.329 g=2.425 2/2 [==============================] - 0s 14ms/step >26, 392/693, d1=0.424, d2=0.389 g=2.376 2/2 [==============================] - 0s 13ms/step >26, 393/693, d1=0.361, d2=0.408 g=2.438 2/2 [==============================] - 0s 14ms/step >26, 394/693, d1=0.412, d2=0.371 g=2.282 2/2 [==============================] - 0s 14ms/step >26, 395/693, d1=0.517, d2=0.351 g=2.377 2/2 [==============================] - 0s 12ms/step >26, 396/693, d1=0.499, d2=0.381 g=2.554 2/2 [==============================] - 0s 13ms/step >26, 397/693, d1=0.399, d2=0.447 g=1.853 2/2 [==============================] - 0s 12ms/step >26, 398/693, d1=0.370, d2=0.499 g=2.164 2/2 [==============================] - 0s 12ms/step >26, 399/693, d1=0.536, d2=0.341 g=2.409 2/2 [==============================] - 0s 12ms/step >26, 400/693, d1=0.442, d2=0.420 g=2.340 2/2 [==============================] - 0s 12ms/step >26, 401/693, d1=0.302, d2=0.358 g=2.311 2/2 [==============================] - 0s 14ms/step >26, 402/693, d1=0.547, d2=0.300 g=2.281 2/2 [==============================] - 0s 13ms/step >26, 403/693, d1=0.503, d2=0.448 g=1.932 2/2 [==============================] - 0s 12ms/step >26, 404/693, d1=0.460, d2=0.477 g=2.876 2/2 [==============================] - 0s 12ms/step >26, 405/693, d1=0.347, d2=0.348 g=2.660 2/2 [==============================] - 0s 14ms/step >26, 406/693, d1=0.437, d2=0.312 g=2.520 2/2 [==============================] - 0s 13ms/step >26, 407/693, d1=0.499, d2=0.327 g=2.610 2/2 [==============================] - 0s 14ms/step >26, 408/693, d1=0.420, d2=0.389 g=2.172 2/2 [==============================] - 0s 11ms/step >26, 409/693, d1=0.336, d2=0.351 g=2.100 2/2 [==============================] - 0s 11ms/step >26, 410/693, d1=0.401, d2=0.347 g=2.055 2/2 [==============================] - 0s 12ms/step >26, 411/693, d1=0.413, d2=0.379 g=2.221 2/2 [==============================] - 0s 13ms/step >26, 412/693, d1=0.292, d2=0.393 g=2.633 2/2 [==============================] - 0s 12ms/step >26, 413/693, d1=0.471, d2=0.340 g=2.420 2/2 [==============================] - 0s 14ms/step >26, 414/693, d1=0.430, d2=0.401 g=2.324 2/2 [==============================] - 0s 13ms/step >26, 415/693, d1=0.393, d2=0.352 g=2.297 2/2 [==============================] - 0s 13ms/step >26, 416/693, d1=0.403, d2=0.400 g=2.115 2/2 [==============================] - 0s 12ms/step >26, 417/693, d1=0.301, d2=0.325 g=2.219 2/2 [==============================] - 0s 13ms/step >26, 418/693, d1=0.420, d2=0.337 g=2.376 2/2 [==============================] - 0s 13ms/step >26, 419/693, d1=0.380, d2=0.378 g=2.312 2/2 [==============================] - 0s 12ms/step >26, 420/693, d1=0.517, d2=0.311 g=2.265 2/2 [==============================] - 0s 13ms/step >26, 421/693, d1=0.544, d2=0.538 g=2.379 2/2 [==============================] - 0s 14ms/step >26, 422/693, d1=0.466, d2=0.311 g=2.202 2/2 [==============================] - 0s 11ms/step >26, 423/693, d1=0.497, d2=0.465 g=2.685 2/2 [==============================] - 0s 12ms/step >26, 424/693, d1=0.434, d2=0.438 g=2.311 2/2 [==============================] - 0s 14ms/step >26, 425/693, d1=0.532, d2=0.423 g=1.935 2/2 [==============================] - 0s 12ms/step >26, 426/693, d1=0.417, d2=0.409 g=2.260 2/2 [==============================] - 0s 13ms/step >26, 427/693, d1=0.348, d2=0.315 g=1.849 2/2 [==============================] - 0s 14ms/step >26, 428/693, d1=0.440, d2=0.586 g=2.362 2/2 [==============================] - 0s 14ms/step >26, 429/693, d1=0.538, d2=0.414 g=2.327 2/2 [==============================] - 0s 12ms/step >26, 430/693, d1=0.571, d2=0.333 g=1.983 2/2 [==============================] - 0s 13ms/step >26, 431/693, d1=0.487, d2=0.402 g=1.971 2/2 [==============================] - 0s 12ms/step >26, 432/693, d1=0.381, d2=0.412 g=1.896 2/2 [==============================] - 0s 14ms/step >26, 433/693, d1=0.318, d2=0.426 g=2.347 2/2 [==============================] - 0s 14ms/step >26, 434/693, d1=0.496, d2=0.309 g=2.206 2/2 [==============================] - 0s 13ms/step >26, 435/693, d1=0.385, d2=0.317 g=2.022 2/2 [==============================] - 0s 11ms/step >26, 436/693, d1=0.455, d2=0.432 g=2.136 2/2 [==============================] - 0s 14ms/step >26, 437/693, d1=0.475, d2=0.470 g=2.228 2/2 [==============================] - 0s 11ms/step >26, 438/693, d1=0.348, d2=0.319 g=2.507 2/2 [==============================] - 0s 14ms/step >26, 439/693, d1=0.555, d2=0.381 g=2.052 2/2 [==============================] - 0s 13ms/step >26, 440/693, d1=0.348, d2=0.410 g=2.447 2/2 [==============================] - 0s 12ms/step >26, 441/693, d1=0.500, d2=0.411 g=2.211 2/2 [==============================] - 0s 13ms/step >26, 442/693, d1=0.411, d2=0.511 g=2.153 2/2 [==============================] - 0s 13ms/step >26, 443/693, d1=0.460, d2=0.339 g=2.144 2/2 [==============================] - 0s 12ms/step >26, 444/693, d1=0.439, d2=0.372 g=2.634 2/2 [==============================] - 0s 13ms/step >26, 445/693, d1=0.508, d2=0.407 g=2.067 2/2 [==============================] - 0s 13ms/step >26, 446/693, d1=0.457, d2=0.422 g=1.813 2/2 [==============================] - 0s 12ms/step >26, 447/693, d1=0.425, d2=0.364 g=2.310 2/2 [==============================] - 0s 14ms/step >26, 448/693, d1=0.344, d2=0.432 g=2.216 2/2 [==============================] - 0s 14ms/step >26, 449/693, d1=0.418, d2=0.390 g=2.096 2/2 [==============================] - 0s 12ms/step >26, 450/693, d1=0.325, d2=0.355 g=2.213 2/2 [==============================] - 0s 13ms/step >26, 451/693, d1=0.400, d2=0.349 g=2.125 2/2 [==============================] - 0s 13ms/step >26, 452/693, d1=0.457, d2=0.381 g=2.818 2/2 [==============================] - 0s 14ms/step >26, 453/693, d1=0.504, d2=0.291 g=2.321 2/2 [==============================] - 0s 12ms/step >26, 454/693, d1=0.462, d2=0.470 g=2.308 2/2 [==============================] - 0s 13ms/step >26, 455/693, d1=0.438, d2=0.317 g=2.458 2/2 [==============================] - 0s 11ms/step >26, 456/693, d1=0.459, d2=0.286 g=2.758 2/2 [==============================] - 0s 14ms/step >26, 457/693, d1=0.320, d2=0.350 g=2.355 2/2 [==============================] - 0s 16ms/step >26, 458/693, d1=0.434, d2=0.410 g=2.149 2/2 [==============================] - 0s 15ms/step >26, 459/693, d1=0.384, d2=0.322 g=2.129 2/2 [==============================] - 0s 13ms/step >26, 460/693, d1=0.294, d2=0.413 g=2.322 2/2 [==============================] - 0s 13ms/step >26, 461/693, d1=0.592, d2=0.304 g=2.804 2/2 [==============================] - 0s 11ms/step >26, 462/693, d1=0.487, d2=0.408 g=2.600 2/2 [==============================] - 0s 13ms/step >26, 463/693, d1=0.360, d2=0.453 g=2.577 2/2 [==============================] - 0s 15ms/step >26, 464/693, d1=0.457, d2=0.317 g=2.222 2/2 [==============================] - 0s 13ms/step >26, 465/693, d1=0.361, d2=0.427 g=2.146 2/2 [==============================] - 0s 12ms/step >26, 466/693, d1=0.388, d2=0.353 g=2.862 2/2 [==============================] - 0s 13ms/step >26, 467/693, d1=0.567, d2=0.427 g=2.267 2/2 [==============================] - 0s 11ms/step >26, 468/693, d1=0.408, d2=0.348 g=2.419 2/2 [==============================] - 0s 12ms/step >26, 469/693, d1=0.549, d2=0.489 g=2.085 2/2 [==============================] - 0s 13ms/step >26, 470/693, d1=0.433, d2=0.398 g=2.181 2/2 [==============================] - 0s 13ms/step >26, 471/693, d1=0.339, d2=0.359 g=2.730 2/2 [==============================] - 0s 13ms/step >26, 472/693, d1=0.444, d2=0.424 g=2.410 2/2 [==============================] - 0s 11ms/step >26, 473/693, d1=0.608, d2=0.361 g=2.910 2/2 [==============================] - 0s 12ms/step >26, 474/693, d1=0.538, d2=0.381 g=2.262 2/2 [==============================] - 0s 12ms/step >26, 475/693, d1=0.337, d2=0.399 g=2.465 2/2 [==============================] - 0s 14ms/step >26, 476/693, d1=0.351, d2=0.462 g=2.800 2/2 [==============================] - 0s 13ms/step >26, 477/693, d1=0.478, d2=0.321 g=2.385 2/2 [==============================] - 0s 14ms/step >26, 478/693, d1=0.370, d2=0.361 g=2.701 2/2 [==============================] - 0s 13ms/step >26, 479/693, d1=0.499, d2=0.508 g=2.297 2/2 [==============================] - 0s 13ms/step >26, 480/693, d1=0.352, d2=0.405 g=2.317 2/2 [==============================] - 0s 11ms/step >26, 481/693, d1=0.425, d2=0.328 g=2.549 2/2 [==============================] - 0s 13ms/step >26, 482/693, d1=0.527, d2=0.389 g=2.505 2/2 [==============================] - 0s 13ms/step >26, 483/693, d1=0.440, d2=0.423 g=2.908 2/2 [==============================] - 0s 13ms/step >26, 484/693, d1=0.360, d2=0.285 g=2.820 2/2 [==============================] - 0s 12ms/step >26, 485/693, d1=0.677, d2=0.409 g=2.659 2/2 [==============================] - 0s 13ms/step >26, 486/693, d1=0.372, d2=0.388 g=2.003 2/2 [==============================] - 0s 12ms/step >26, 487/693, d1=0.368, d2=0.512 g=2.042 2/2 [==============================] - 0s 12ms/step >26, 488/693, d1=0.402, d2=0.322 g=1.922 2/2 [==============================] - 0s 14ms/step >26, 489/693, d1=0.527, d2=0.391 g=2.178 2/2 [==============================] - 0s 12ms/step >26, 490/693, d1=0.357, d2=0.363 g=2.569 2/2 [==============================] - 0s 12ms/step >26, 491/693, d1=0.347, d2=0.404 g=2.307 2/2 [==============================] - 0s 12ms/step >26, 492/693, d1=0.444, d2=0.449 g=2.357 2/2 [==============================] - 0s 12ms/step >26, 493/693, d1=0.348, d2=0.292 g=2.412 2/2 [==============================] - 0s 12ms/step >26, 494/693, d1=0.531, d2=0.276 g=2.692 2/2 [==============================] - 0s 14ms/step >26, 495/693, d1=0.454, d2=0.580 g=1.878 2/2 [==============================] - 0s 12ms/step >26, 496/693, d1=0.301, d2=0.481 g=2.993 2/2 [==============================] - 0s 12ms/step >26, 497/693, d1=0.507, d2=0.283 g=2.421 2/2 [==============================] - 0s 13ms/step >26, 498/693, d1=0.453, d2=0.421 g=2.721 2/2 [==============================] - 0s 13ms/step >26, 499/693, d1=0.434, d2=0.335 g=2.187 2/2 [==============================] - 0s 13ms/step >26, 500/693, d1=0.528, d2=0.424 g=2.050 2/2 [==============================] - 0s 13ms/step >26, 501/693, d1=0.347, d2=0.375 g=1.876 2/2 [==============================] - 0s 13ms/step >26, 502/693, d1=0.435, d2=0.400 g=2.264 2/2 [==============================] - 0s 13ms/step >26, 503/693, d1=0.463, d2=0.327 g=2.267 2/2 [==============================] - 0s 15ms/step >26, 504/693, d1=0.361, d2=0.475 g=2.113 2/2 [==============================] - 0s 13ms/step >26, 505/693, d1=0.399, d2=0.383 g=2.440 2/2 [==============================] - 0s 13ms/step >26, 506/693, d1=0.407, d2=0.369 g=2.589 2/2 [==============================] - 0s 14ms/step >26, 507/693, d1=0.476, d2=0.413 g=2.652 2/2 [==============================] - 0s 13ms/step >26, 508/693, d1=0.395, d2=0.300 g=2.219 2/2 [==============================] - 0s 13ms/step >26, 509/693, d1=0.552, d2=0.534 g=2.367 2/2 [==============================] - 0s 11ms/step >26, 510/693, d1=0.545, d2=0.440 g=1.703 2/2 [==============================] - 0s 12ms/step >26, 511/693, d1=0.286, d2=0.388 g=2.155 2/2 [==============================] - 0s 14ms/step >26, 512/693, d1=0.458, d2=0.376 g=2.215 2/2 [==============================] - 0s 13ms/step >26, 513/693, d1=0.348, d2=0.409 g=2.823 2/2 [==============================] - 0s 11ms/step >26, 514/693, d1=0.304, d2=0.313 g=2.343 2/2 [==============================] - 0s 12ms/step >26, 515/693, d1=0.508, d2=0.333 g=2.356 2/2 [==============================] - 0s 14ms/step >26, 516/693, d1=0.399, d2=0.400 g=2.607 2/2 [==============================] - 0s 13ms/step >26, 517/693, d1=0.382, d2=0.370 g=2.631 2/2 [==============================] - 0s 14ms/step >26, 518/693, d1=0.382, d2=0.345 g=2.501 2/2 [==============================] - 0s 12ms/step >26, 519/693, d1=0.445, d2=0.484 g=2.344 2/2 [==============================] - 0s 12ms/step >26, 520/693, d1=0.517, d2=0.223 g=2.373 2/2 [==============================] - 0s 12ms/step >26, 521/693, d1=0.483, d2=0.499 g=2.198 2/2 [==============================] - 0s 14ms/step >26, 522/693, d1=0.347, d2=0.301 g=2.046 2/2 [==============================] - 0s 13ms/step >26, 523/693, d1=0.394, d2=0.366 g=2.291 2/2 [==============================] - 0s 13ms/step >26, 524/693, d1=0.434, d2=0.437 g=2.214 2/2 [==============================] - 0s 13ms/step >26, 525/693, d1=0.375, d2=0.479 g=2.086 2/2 [==============================] - 0s 13ms/step >26, 526/693, d1=0.443, d2=0.316 g=2.385 2/2 [==============================] - 0s 13ms/step >26, 527/693, d1=0.557, d2=0.537 g=2.462 2/2 [==============================] - 0s 11ms/step >26, 528/693, d1=0.435, d2=0.366 g=2.569 2/2 [==============================] - 0s 12ms/step >26, 529/693, d1=0.553, d2=0.377 g=2.377 2/2 [==============================] - 0s 14ms/step >26, 530/693, d1=0.403, d2=0.361 g=2.184 2/2 [==============================] - 0s 14ms/step >26, 531/693, d1=0.495, d2=0.386 g=2.236 2/2 [==============================] - 0s 13ms/step >26, 532/693, d1=0.529, d2=0.389 g=2.238 2/2 [==============================] - 0s 13ms/step >26, 533/693, d1=0.354, d2=0.540 g=1.829 2/2 [==============================] - 0s 13ms/step >26, 534/693, d1=0.576, d2=0.334 g=2.070 2/2 [==============================] - 0s 13ms/step >26, 535/693, d1=0.444, d2=0.373 g=2.233 2/2 [==============================] - 0s 14ms/step >26, 536/693, d1=0.427, d2=0.443 g=2.066 2/2 [==============================] - 0s 13ms/step >26, 537/693, d1=0.435, d2=0.455 g=2.404 2/2 [==============================] - 0s 13ms/step >26, 538/693, d1=0.278, d2=0.383 g=2.482 2/2 [==============================] - 0s 13ms/step >26, 539/693, d1=0.522, d2=0.354 g=2.332 2/2 [==============================] - 0s 13ms/step >26, 540/693, d1=0.339, d2=0.351 g=2.025 2/2 [==============================] - 0s 15ms/step >26, 541/693, d1=0.431, d2=0.395 g=2.310 2/2 [==============================] - 0s 15ms/step >26, 542/693, d1=0.423, d2=0.384 g=2.156 2/2 [==============================] - 0s 13ms/step >26, 543/693, d1=0.468, d2=0.455 g=2.778 2/2 [==============================] - 0s 13ms/step >26, 544/693, d1=0.545, d2=0.366 g=2.746 2/2 [==============================] - 0s 12ms/step >26, 545/693, d1=0.418, d2=0.345 g=2.819 2/2 [==============================] - 0s 14ms/step >26, 546/693, d1=0.438, d2=0.322 g=2.483 2/2 [==============================] - 0s 13ms/step >26, 547/693, d1=0.461, d2=0.400 g=2.280 2/2 [==============================] - 0s 13ms/step >26, 548/693, d1=0.378, d2=0.420 g=1.816 2/2 [==============================] - 0s 11ms/step >26, 549/693, d1=0.419, d2=0.351 g=2.280 2/2 [==============================] - 0s 12ms/step >26, 550/693, d1=0.453, d2=0.538 g=2.438 2/2 [==============================] - 0s 13ms/step >26, 551/693, d1=0.589, d2=0.416 g=2.007 2/2 [==============================] - 0s 13ms/step >26, 552/693, d1=0.555, d2=0.443 g=2.266 2/2 [==============================] - 0s 12ms/step >26, 553/693, d1=0.422, d2=0.494 g=2.392 2/2 [==============================] - 0s 13ms/step >26, 554/693, d1=0.473, d2=0.422 g=2.315 2/2 [==============================] - 0s 13ms/step >26, 555/693, d1=0.417, d2=0.281 g=2.186 2/2 [==============================] - 0s 13ms/step >26, 556/693, d1=0.377, d2=0.343 g=2.221 2/2 [==============================] - 0s 13ms/step >26, 557/693, d1=0.511, d2=0.327 g=2.139 2/2 [==============================] - 0s 13ms/step >26, 558/693, d1=0.360, d2=0.396 g=1.843 2/2 [==============================] - 0s 13ms/step >26, 559/693, d1=0.599, d2=0.356 g=1.703 2/2 [==============================] - 0s 14ms/step >26, 560/693, d1=0.384, d2=0.535 g=2.241 2/2 [==============================] - 0s 12ms/step >26, 561/693, d1=0.316, d2=0.517 g=2.131 2/2 [==============================] - 0s 13ms/step >26, 562/693, d1=0.449, d2=0.313 g=2.890 2/2 [==============================] - 0s 13ms/step >26, 563/693, d1=0.560, d2=0.311 g=2.616 2/2 [==============================] - 0s 14ms/step >26, 564/693, d1=0.441, d2=0.489 g=2.503 2/2 [==============================] - 0s 11ms/step >26, 565/693, d1=0.511, d2=0.559 g=2.115 2/2 [==============================] - 0s 12ms/step >26, 566/693, d1=0.426, d2=0.312 g=3.092 2/2 [==============================] - 0s 12ms/step >26, 567/693, d1=0.542, d2=0.392 g=2.197 2/2 [==============================] - 0s 12ms/step >26, 568/693, d1=0.449, d2=0.406 g=2.543 2/2 [==============================] - 0s 12ms/step >26, 569/693, d1=0.346, d2=0.337 g=2.549 2/2 [==============================] - 0s 13ms/step >26, 570/693, d1=0.421, d2=0.400 g=2.700 2/2 [==============================] - 0s 13ms/step >26, 571/693, d1=0.334, d2=0.295 g=2.506 2/2 [==============================] - 0s 12ms/step >26, 572/693, d1=0.591, d2=0.528 g=2.219 2/2 [==============================] - 0s 14ms/step >26, 573/693, d1=0.502, d2=0.371 g=2.404 2/2 [==============================] - 0s 13ms/step >26, 574/693, d1=0.349, d2=0.333 g=2.293 2/2 [==============================] - 0s 13ms/step >26, 575/693, d1=0.368, d2=0.404 g=2.368 2/2 [==============================] - 0s 12ms/step >26, 576/693, d1=0.373, d2=0.268 g=2.249 2/2 [==============================] - 0s 13ms/step >26, 577/693, d1=0.357, d2=0.314 g=2.188 2/2 [==============================] - 0s 12ms/step >26, 578/693, d1=0.533, d2=0.400 g=2.007 2/2 [==============================] - 0s 14ms/step >26, 579/693, d1=0.391, d2=0.410 g=2.017 2/2 [==============================] - 0s 14ms/step >26, 580/693, d1=0.312, d2=0.540 g=2.183 2/2 [==============================] - 0s 13ms/step >26, 581/693, d1=0.566, d2=0.328 g=2.488 2/2 [==============================] - 0s 15ms/step >26, 582/693, d1=0.554, d2=0.426 g=2.154 2/2 [==============================] - 0s 13ms/step >26, 583/693, d1=0.532, d2=0.387 g=2.126 2/2 [==============================] - 0s 13ms/step >26, 584/693, d1=0.456, d2=0.479 g=2.534 2/2 [==============================] - 0s 13ms/step >26, 585/693, d1=0.382, d2=0.413 g=3.055 2/2 [==============================] - 0s 14ms/step >26, 586/693, d1=0.438, d2=0.327 g=2.555 2/2 [==============================] - 0s 13ms/step >26, 587/693, d1=0.458, d2=0.454 g=2.459 2/2 [==============================] - 0s 13ms/step >26, 588/693, d1=0.443, d2=0.387 g=2.258 2/2 [==============================] - 0s 13ms/step >26, 589/693, d1=0.439, d2=0.397 g=2.374 2/2 [==============================] - 0s 14ms/step >26, 590/693, d1=0.349, d2=0.321 g=2.459 2/2 [==============================] - 0s 13ms/step >26, 591/693, d1=0.390, d2=0.272 g=2.108 2/2 [==============================] - 0s 14ms/step >26, 592/693, d1=0.459, d2=0.540 g=2.330 2/2 [==============================] - 0s 14ms/step >26, 593/693, d1=0.260, d2=0.377 g=2.394 2/2 [==============================] - 0s 13ms/step >26, 594/693, d1=0.463, d2=0.308 g=2.451 2/2 [==============================] - 0s 12ms/step >26, 595/693, d1=0.475, d2=0.509 g=2.431 2/2 [==============================] - 0s 12ms/step >26, 596/693, d1=0.418, d2=0.445 g=2.606 2/2 [==============================] - 0s 12ms/step >26, 597/693, d1=0.419, d2=0.397 g=2.024 2/2 [==============================] - 0s 12ms/step >26, 598/693, d1=0.481, d2=0.377 g=2.192 2/2 [==============================] - 0s 11ms/step >26, 599/693, d1=0.472, d2=0.425 g=2.091 2/2 [==============================] - 0s 13ms/step >26, 600/693, d1=0.338, d2=0.236 g=2.437 2/2 [==============================] - 0s 13ms/step >26, 601/693, d1=0.355, d2=0.366 g=2.352 2/2 [==============================] - 0s 13ms/step >26, 602/693, d1=0.545, d2=0.333 g=1.966 2/2 [==============================] - 0s 14ms/step >26, 603/693, d1=0.356, d2=0.531 g=1.765 2/2 [==============================] - 0s 12ms/step >26, 604/693, d1=0.488, d2=0.464 g=2.052 2/2 [==============================] - 0s 12ms/step >26, 605/693, d1=0.449, d2=0.388 g=2.107 2/2 [==============================] - 0s 14ms/step >26, 606/693, d1=0.441, d2=0.420 g=2.644 2/2 [==============================] - 0s 13ms/step >26, 607/693, d1=0.537, d2=0.445 g=3.067 2/2 [==============================] - 0s 13ms/step >26, 608/693, d1=0.387, d2=0.512 g=2.564 2/2 [==============================] - 0s 13ms/step >26, 609/693, d1=0.540, d2=0.435 g=2.206 2/2 [==============================] - 0s 12ms/step >26, 610/693, d1=0.587, d2=0.410 g=2.282 2/2 [==============================] - 0s 13ms/step >26, 611/693, d1=0.454, d2=0.399 g=2.559 2/2 [==============================] - 0s 13ms/step >26, 612/693, d1=0.376, d2=0.372 g=1.755 2/2 [==============================] - 0s 13ms/step >26, 613/693, d1=0.375, d2=0.447 g=2.409 2/2 [==============================] - 0s 14ms/step >26, 614/693, d1=0.515, d2=0.424 g=2.053 2/2 [==============================] - 0s 12ms/step >26, 615/693, d1=0.438, d2=0.305 g=2.036 2/2 [==============================] - 0s 13ms/step >26, 616/693, d1=0.468, d2=0.392 g=2.162 2/2 [==============================] - 0s 14ms/step >26, 617/693, d1=0.333, d2=0.430 g=2.489 2/2 [==============================] - 0s 12ms/step >26, 618/693, d1=0.498, d2=0.259 g=2.212 2/2 [==============================] - 0s 11ms/step >26, 619/693, d1=0.470, d2=0.425 g=1.841 2/2 [==============================] - 0s 13ms/step >26, 620/693, d1=0.350, d2=0.473 g=2.074 2/2 [==============================] - 0s 14ms/step >26, 621/693, d1=0.395, d2=0.439 g=2.474 2/2 [==============================] - 0s 12ms/step >26, 622/693, d1=0.535, d2=0.398 g=2.642 2/2 [==============================] - 0s 12ms/step >26, 623/693, d1=0.381, d2=0.380 g=2.364 2/2 [==============================] - 0s 13ms/step >26, 624/693, d1=0.358, d2=0.345 g=2.695 2/2 [==============================] - 0s 14ms/step >26, 625/693, d1=0.563, d2=0.362 g=2.358 2/2 [==============================] - 0s 13ms/step >26, 626/693, d1=0.334, d2=0.362 g=2.352 2/2 [==============================] - 0s 12ms/step >26, 627/693, d1=0.410, d2=0.462 g=1.967 2/2 [==============================] - 0s 13ms/step >26, 628/693, d1=0.455, d2=0.504 g=2.316 2/2 [==============================] - 0s 14ms/step >26, 629/693, d1=0.449, d2=0.316 g=2.479 2/2 [==============================] - 0s 13ms/step >26, 630/693, d1=0.628, d2=0.383 g=2.194 2/2 [==============================] - 0s 13ms/step >26, 631/693, d1=0.468, d2=0.412 g=1.958 2/2 [==============================] - 0s 14ms/step >26, 632/693, d1=0.368, d2=0.467 g=2.102 2/2 [==============================] - 0s 14ms/step >26, 633/693, d1=0.391, d2=0.383 g=2.489 2/2 [==============================] - 0s 13ms/step >26, 634/693, d1=0.417, d2=0.248 g=2.408 2/2 [==============================] - 0s 13ms/step >26, 635/693, d1=0.461, d2=0.305 g=1.961 2/2 [==============================] - 0s 13ms/step >26, 636/693, d1=0.367, d2=0.617 g=2.731 2/2 [==============================] - 0s 13ms/step >26, 637/693, d1=0.499, d2=0.355 g=2.378 2/2 [==============================] - 0s 15ms/step >26, 638/693, d1=0.552, d2=0.503 g=2.249 2/2 [==============================] - 0s 15ms/step >26, 639/693, d1=0.663, d2=0.422 g=2.448 2/2 [==============================] - 0s 13ms/step >26, 640/693, d1=0.389, d2=0.441 g=2.252 2/2 [==============================] - 0s 14ms/step >26, 641/693, d1=0.526, d2=0.431 g=2.243 2/2 [==============================] - 0s 13ms/step >26, 642/693, d1=0.405, d2=0.579 g=2.316 2/2 [==============================] - 0s 14ms/step >26, 643/693, d1=0.423, d2=0.239 g=2.298 2/2 [==============================] - 0s 11ms/step >26, 644/693, d1=0.543, d2=0.411 g=2.225 2/2 [==============================] - 0s 13ms/step >26, 645/693, d1=0.308, d2=0.427 g=2.253 2/2 [==============================] - 0s 11ms/step >26, 646/693, d1=0.492, d2=0.364 g=2.249 2/2 [==============================] - 0s 12ms/step >26, 647/693, d1=0.417, d2=0.425 g=2.803 2/2 [==============================] - 0s 14ms/step >26, 648/693, d1=0.339, d2=0.406 g=2.171 2/2 [==============================] - 0s 15ms/step >26, 649/693, d1=0.347, d2=0.367 g=2.612 2/2 [==============================] - 0s 13ms/step >26, 650/693, d1=0.411, d2=0.335 g=2.546 2/2 [==============================] - 0s 12ms/step >26, 651/693, d1=0.558, d2=0.461 g=2.114 2/2 [==============================] - 0s 12ms/step >26, 652/693, d1=0.357, d2=0.345 g=2.535 2/2 [==============================] - 0s 14ms/step >26, 653/693, d1=0.511, d2=0.481 g=2.185 2/2 [==============================] - 0s 13ms/step >26, 654/693, d1=0.580, d2=0.367 g=2.266 2/2 [==============================] - 0s 14ms/step >26, 655/693, d1=0.382, d2=0.523 g=2.310 2/2 [==============================] - 0s 14ms/step >26, 656/693, d1=0.428, d2=0.288 g=2.370 2/2 [==============================] - 0s 13ms/step >26, 657/693, d1=0.425, d2=0.386 g=2.645 2/2 [==============================] - 0s 13ms/step >26, 658/693, d1=0.527, d2=0.443 g=2.242 2/2 [==============================] - 0s 14ms/step >26, 659/693, d1=0.309, d2=0.425 g=3.302 2/2 [==============================] - 0s 13ms/step >26, 660/693, d1=0.361, d2=0.367 g=2.367 2/2 [==============================] - 0s 12ms/step >26, 661/693, d1=0.551, d2=0.313 g=2.825 2/2 [==============================] - 0s 11ms/step >26, 662/693, d1=0.459, d2=0.356 g=1.824 2/2 [==============================] - 0s 14ms/step >26, 663/693, d1=0.221, d2=0.316 g=1.924 2/2 [==============================] - 0s 14ms/step >26, 664/693, d1=0.503, d2=0.347 g=2.205 2/2 [==============================] - 0s 12ms/step >26, 665/693, d1=0.480, d2=0.463 g=2.011 2/2 [==============================] - 0s 12ms/step >26, 666/693, d1=0.325, d2=0.414 g=2.325 2/2 [==============================] - 0s 13ms/step >26, 667/693, d1=0.380, d2=0.320 g=2.226 2/2 [==============================] - 0s 12ms/step >26, 668/693, d1=0.605, d2=0.391 g=2.230 2/2 [==============================] - 0s 13ms/step >26, 669/693, d1=0.509, d2=0.503 g=2.521 2/2 [==============================] - 0s 12ms/step >26, 670/693, d1=0.412, d2=0.425 g=2.636 2/2 [==============================] - 0s 13ms/step >26, 671/693, d1=0.481, d2=0.287 g=2.042 2/2 [==============================] - 0s 13ms/step >26, 672/693, d1=0.372, d2=0.425 g=2.864 2/2 [==============================] - 0s 13ms/step >26, 673/693, d1=0.550, d2=0.388 g=2.178 2/2 [==============================] - 0s 12ms/step >26, 674/693, d1=0.469, d2=0.395 g=1.984 2/2 [==============================] - 0s 12ms/step >26, 675/693, d1=0.328, d2=0.372 g=3.312 2/2 [==============================] - 0s 13ms/step >26, 676/693, d1=0.527, d2=0.352 g=2.129 2/2 [==============================] - 0s 12ms/step >26, 677/693, d1=0.447, d2=0.398 g=2.100 2/2 [==============================] - 0s 12ms/step >26, 678/693, d1=0.290, d2=0.476 g=2.492 2/2 [==============================] - 0s 13ms/step >26, 679/693, d1=0.397, d2=0.409 g=2.253 2/2 [==============================] - 0s 15ms/step >26, 680/693, d1=0.499, d2=0.341 g=2.552 2/2 [==============================] - 0s 13ms/step >26, 681/693, d1=0.429, d2=0.383 g=2.787 2/2 [==============================] - 0s 14ms/step >26, 682/693, d1=0.403, d2=0.360 g=2.884 2/2 [==============================] - 0s 14ms/step >26, 683/693, d1=0.416, d2=0.445 g=2.838 2/2 [==============================] - 0s 12ms/step >26, 684/693, d1=0.620, d2=0.384 g=2.128 2/2 [==============================] - 0s 11ms/step >26, 685/693, d1=0.626, d2=0.475 g=2.560 2/2 [==============================] - 0s 17ms/step >26, 686/693, d1=0.528, d2=0.620 g=2.033 2/2 [==============================] - 0s 14ms/step >26, 687/693, d1=0.547, d2=0.335 g=2.927 2/2 [==============================] - 0s 14ms/step >26, 688/693, d1=0.335, d2=0.428 g=2.208 2/2 [==============================] - 0s 12ms/step >26, 689/693, d1=0.271, d2=0.357 g=2.711 2/2 [==============================] - 0s 14ms/step >26, 690/693, d1=0.529, d2=0.521 g=2.419 2/2 [==============================] - 0s 13ms/step >26, 691/693, d1=0.469, d2=0.280 g=2.486 2/2 [==============================] - 0s 13ms/step >26, 692/693, d1=0.406, d2=0.380 g=2.157 2/2 [==============================] - 0s 12ms/step >26, 693/693, d1=0.386, d2=0.335 g=2.146 2/2 [==============================] - 0s 12ms/step >27, 1/693, d1=0.551, d2=0.662 g=2.284 2/2 [==============================] - 0s 13ms/step >27, 2/693, d1=0.311, d2=0.324 g=2.661 2/2 [==============================] - 0s 12ms/step >27, 3/693, d1=0.396, d2=0.322 g=2.565 2/2 [==============================] - 0s 13ms/step >27, 4/693, d1=0.427, d2=0.335 g=2.516 2/2 [==============================] - 0s 15ms/step >27, 5/693, d1=0.429, d2=0.402 g=2.029 2/2 [==============================] - 0s 12ms/step >27, 6/693, d1=0.353, d2=0.466 g=2.403 2/2 [==============================] - 0s 14ms/step >27, 7/693, d1=0.575, d2=0.284 g=2.508 2/2 [==============================] - 0s 13ms/step >27, 8/693, d1=0.439, d2=0.245 g=2.076 2/2 [==============================] - 0s 13ms/step >27, 9/693, d1=0.368, d2=0.479 g=2.296 2/2 [==============================] - 0s 13ms/step >27, 10/693, d1=0.487, d2=0.460 g=2.438 2/2 [==============================] - 0s 14ms/step >27, 11/693, d1=0.432, d2=0.479 g=2.607 2/2 [==============================] - 0s 13ms/step >27, 12/693, d1=0.499, d2=0.363 g=2.593 2/2 [==============================] - 0s 13ms/step >27, 13/693, d1=0.672, d2=0.386 g=2.363 2/2 [==============================] - 0s 13ms/step >27, 14/693, d1=0.489, d2=0.498 g=2.417 2/2 [==============================] - 0s 14ms/step >27, 15/693, d1=0.436, d2=0.399 g=2.194 2/2 [==============================] - 0s 12ms/step >27, 16/693, d1=0.383, d2=0.475 g=2.235 2/2 [==============================] - 0s 11ms/step >27, 17/693, d1=0.397, d2=0.414 g=2.518 2/2 [==============================] - 0s 13ms/step >27, 18/693, d1=0.582, d2=0.410 g=2.134 2/2 [==============================] - 0s 13ms/step >27, 19/693, d1=0.352, d2=0.406 g=2.027 2/2 [==============================] - 0s 11ms/step >27, 20/693, d1=0.440, d2=0.395 g=2.162 2/2 [==============================] - 0s 12ms/step >27, 21/693, d1=0.445, d2=0.384 g=2.379 2/2 [==============================] - 0s 14ms/step >27, 22/693, d1=0.439, d2=0.433 g=1.929 2/2 [==============================] - 0s 14ms/step >27, 23/693, d1=0.454, d2=0.514 g=2.335 2/2 [==============================] - 0s 12ms/step >27, 24/693, d1=0.522, d2=0.353 g=2.699 2/2 [==============================] - 0s 12ms/step >27, 25/693, d1=0.515, d2=0.386 g=2.626 2/2 [==============================] - 0s 14ms/step >27, 26/693, d1=0.397, d2=0.338 g=2.799 2/2 [==============================] - 0s 13ms/step >27, 27/693, d1=0.479, d2=0.359 g=2.658 2/2 [==============================] - 0s 13ms/step >27, 28/693, d1=0.437, d2=0.361 g=2.161 2/2 [==============================] - 0s 15ms/step >27, 29/693, d1=0.390, d2=0.636 g=2.263 2/2 [==============================] - 0s 11ms/step >27, 30/693, d1=0.422, d2=0.377 g=2.884 2/2 [==============================] - 0s 13ms/step >27, 31/693, d1=0.480, d2=0.277 g=2.125 2/2 [==============================] - 0s 13ms/step >27, 32/693, d1=0.490, d2=0.572 g=1.690 2/2 [==============================] - 0s 13ms/step >27, 33/693, d1=0.425, d2=0.423 g=2.558 2/2 [==============================] - 0s 12ms/step >27, 34/693, d1=0.390, d2=0.318 g=2.035 2/2 [==============================] - 0s 15ms/step >27, 35/693, d1=0.518, d2=0.494 g=2.746 2/2 [==============================] - 0s 14ms/step >27, 36/693, d1=0.484, d2=0.443 g=2.362 2/2 [==============================] - 0s 13ms/step >27, 37/693, d1=0.283, d2=0.318 g=2.583 2/2 [==============================] - 0s 14ms/step >27, 38/693, d1=0.538, d2=0.379 g=2.133 2/2 [==============================] - 0s 13ms/step >27, 39/693, d1=0.418, d2=0.315 g=2.532 2/2 [==============================] - 0s 13ms/step >27, 40/693, d1=0.512, d2=0.547 g=1.904 2/2 [==============================] - 0s 14ms/step >27, 41/693, d1=0.447, d2=0.336 g=2.375 2/2 [==============================] - 0s 14ms/step >27, 42/693, d1=0.477, d2=0.392 g=2.590 2/2 [==============================] - 0s 13ms/step >27, 43/693, d1=0.508, d2=0.365 g=2.339 2/2 [==============================] - 0s 13ms/step >27, 44/693, d1=0.354, d2=0.430 g=2.418 2/2 [==============================] - 0s 13ms/step >27, 45/693, d1=0.537, d2=0.448 g=2.335 2/2 [==============================] - 0s 14ms/step >27, 46/693, d1=0.457, d2=0.315 g=2.279 2/2 [==============================] - 0s 14ms/step >27, 47/693, d1=0.490, d2=0.474 g=2.348 2/2 [==============================] - 0s 13ms/step >27, 48/693, d1=0.346, d2=0.484 g=2.358 2/2 [==============================] - 0s 13ms/step >27, 49/693, d1=0.415, d2=0.425 g=2.313 2/2 [==============================] - 0s 13ms/step >27, 50/693, d1=0.516, d2=0.423 g=1.896 2/2 [==============================] - 0s 13ms/step >27, 51/693, d1=0.440, d2=0.424 g=2.438 2/2 [==============================] - 0s 13ms/step >27, 52/693, d1=0.469, d2=0.395 g=2.517 2/2 [==============================] - 0s 13ms/step >27, 53/693, d1=0.581, d2=0.406 g=2.528 2/2 [==============================] - 0s 14ms/step >27, 54/693, d1=0.461, d2=0.365 g=2.311 2/2 [==============================] - 0s 14ms/step >27, 55/693, d1=0.384, d2=0.485 g=2.284 2/2 [==============================] - 0s 13ms/step >27, 56/693, d1=0.503, d2=0.381 g=2.385 2/2 [==============================] - 0s 13ms/step >27, 57/693, d1=0.444, d2=0.336 g=2.141 2/2 [==============================] - 0s 12ms/step >27, 58/693, d1=0.313, d2=0.450 g=2.314 2/2 [==============================] - 0s 13ms/step >27, 59/693, d1=0.530, d2=0.508 g=2.328 2/2 [==============================] - 0s 13ms/step >27, 60/693, d1=0.433, d2=0.345 g=2.438 2/2 [==============================] - 0s 13ms/step >27, 61/693, d1=0.329, d2=0.395 g=2.991 2/2 [==============================] - 0s 13ms/step >27, 62/693, d1=0.449, d2=0.365 g=2.441 2/2 [==============================] - 0s 12ms/step >27, 63/693, d1=0.453, d2=0.312 g=2.168 2/2 [==============================] - 0s 11ms/step >27, 64/693, d1=0.365, d2=0.432 g=2.447 2/2 [==============================] - 0s 13ms/step >27, 65/693, d1=0.367, d2=0.300 g=2.046 2/2 [==============================] - 0s 13ms/step >27, 66/693, d1=0.379, d2=0.336 g=2.184 2/2 [==============================] - 0s 13ms/step >27, 67/693, d1=0.522, d2=0.435 g=2.013 2/2 [==============================] - 0s 13ms/step >27, 68/693, d1=0.384, d2=0.360 g=1.909 2/2 [==============================] - 0s 14ms/step >27, 69/693, d1=0.289, d2=0.419 g=2.499 2/2 [==============================] - 0s 13ms/step >27, 70/693, d1=0.498, d2=0.284 g=2.448 2/2 [==============================] - 0s 13ms/step >27, 71/693, d1=0.413, d2=0.442 g=2.287 2/2 [==============================] - 0s 13ms/step >27, 72/693, d1=0.385, d2=0.442 g=2.792 2/2 [==============================] - 0s 14ms/step >27, 73/693, d1=0.574, d2=0.324 g=3.031 2/2 [==============================] - 0s 13ms/step >27, 74/693, d1=0.392, d2=0.437 g=2.563 2/2 [==============================] - 0s 12ms/step >27, 75/693, d1=0.525, d2=0.407 g=2.305 2/2 [==============================] - 0s 14ms/step >27, 76/693, d1=0.492, d2=0.431 g=2.722 2/2 [==============================] - 0s 14ms/step >27, 77/693, d1=0.433, d2=0.391 g=2.728 2/2 [==============================] - 0s 11ms/step >27, 78/693, d1=0.535, d2=0.318 g=2.502 2/2 [==============================] - 0s 13ms/step >27, 79/693, d1=0.334, d2=0.576 g=2.831 2/2 [==============================] - 0s 12ms/step >27, 80/693, d1=0.469, d2=0.435 g=2.154 2/2 [==============================] - 0s 13ms/step >27, 81/693, d1=0.373, d2=0.370 g=2.239 2/2 [==============================] - 0s 12ms/step >27, 82/693, d1=0.551, d2=0.364 g=2.006 2/2 [==============================] - 0s 12ms/step >27, 83/693, d1=0.387, d2=0.510 g=1.828 2/2 [==============================] - 0s 12ms/step >27, 84/693, d1=0.413, d2=0.444 g=2.310 2/2 [==============================] - 0s 12ms/step >27, 85/693, d1=0.405, d2=0.368 g=2.077 2/2 [==============================] - 0s 12ms/step >27, 86/693, d1=0.404, d2=0.370 g=2.005 2/2 [==============================] - 0s 12ms/step >27, 87/693, d1=0.408, d2=0.388 g=1.843 2/2 [==============================] - 0s 11ms/step >27, 88/693, d1=0.391, d2=0.476 g=2.190 2/2 [==============================] - 0s 13ms/step >27, 89/693, d1=0.367, d2=0.382 g=2.615 2/2 [==============================] - 0s 13ms/step >27, 90/693, d1=0.699, d2=0.366 g=2.403 2/2 [==============================] - 0s 13ms/step >27, 91/693, d1=0.387, d2=0.383 g=2.580 2/2 [==============================] - 0s 14ms/step >27, 92/693, d1=0.483, d2=0.494 g=2.225 2/2 [==============================] - 0s 13ms/step >27, 93/693, d1=0.385, d2=0.360 g=2.358 2/2 [==============================] - 0s 13ms/step >27, 94/693, d1=0.394, d2=0.274 g=2.614 2/2 [==============================] - 0s 14ms/step >27, 95/693, d1=0.501, d2=0.416 g=2.476 2/2 [==============================] - 0s 12ms/step >27, 96/693, d1=0.392, d2=0.314 g=2.267 2/2 [==============================] - 0s 13ms/step >27, 97/693, d1=0.398, d2=0.511 g=1.919 2/2 [==============================] - 0s 12ms/step >27, 98/693, d1=0.366, d2=0.332 g=2.721 2/2 [==============================] - 0s 13ms/step >27, 99/693, d1=0.595, d2=0.364 g=2.529 2/2 [==============================] - 0s 13ms/step >27, 100/693, d1=0.363, d2=0.354 g=2.270 2/2 [==============================] - 0s 13ms/step >27, 101/693, d1=0.339, d2=0.278 g=2.062 2/2 [==============================] - 0s 14ms/step >27, 102/693, d1=0.447, d2=0.352 g=2.244 2/2 [==============================] - 0s 14ms/step >27, 103/693, d1=0.543, d2=0.574 g=2.287 2/2 [==============================] - 0s 13ms/step >27, 104/693, d1=0.362, d2=0.368 g=2.247 2/2 [==============================] - 0s 13ms/step >27, 105/693, d1=0.508, d2=0.361 g=2.245 2/2 [==============================] - 0s 12ms/step >27, 106/693, d1=0.341, d2=0.391 g=2.565 2/2 [==============================] - 0s 13ms/step >27, 107/693, d1=0.448, d2=0.495 g=2.035 2/2 [==============================] - 0s 14ms/step >27, 108/693, d1=0.419, d2=0.304 g=2.307 2/2 [==============================] - 0s 13ms/step >27, 109/693, d1=0.508, d2=0.423 g=2.620 2/2 [==============================] - 0s 13ms/step >27, 110/693, d1=0.429, d2=0.454 g=2.001 2/2 [==============================] - 0s 13ms/step >27, 111/693, d1=0.460, d2=0.427 g=2.275 2/2 [==============================] - 0s 13ms/step >27, 112/693, d1=0.242, d2=0.386 g=2.345 2/2 [==============================] - 0s 13ms/step >27, 113/693, d1=0.474, d2=0.378 g=2.323 2/2 [==============================] - 0s 13ms/step >27, 114/693, d1=0.510, d2=0.337 g=2.411 2/2 [==============================] - 0s 14ms/step >27, 115/693, d1=0.399, d2=0.310 g=2.456 2/2 [==============================] - 0s 12ms/step >27, 116/693, d1=0.352, d2=0.321 g=2.202 2/2 [==============================] - 0s 13ms/step >27, 117/693, d1=0.448, d2=0.355 g=2.040 2/2 [==============================] - 0s 13ms/step >27, 118/693, d1=0.482, d2=0.394 g=1.929 2/2 [==============================] - 0s 13ms/step >27, 119/693, d1=0.321, d2=0.374 g=2.592 2/2 [==============================] - 0s 12ms/step >27, 120/693, d1=0.394, d2=0.467 g=1.974 2/2 [==============================] - 0s 12ms/step >27, 121/693, d1=0.509, d2=0.393 g=2.038 2/2 [==============================] - 0s 11ms/step >27, 122/693, d1=0.490, d2=0.457 g=1.965 2/2 [==============================] - 0s 13ms/step >27, 123/693, d1=0.373, d2=0.407 g=2.341 2/2 [==============================] - 0s 14ms/step >27, 124/693, d1=0.451, d2=0.321 g=2.750 2/2 [==============================] - 0s 14ms/step >27, 125/693, d1=0.355, d2=0.485 g=1.985 2/2 [==============================] - 0s 14ms/step >27, 126/693, d1=0.431, d2=0.390 g=2.091 2/2 [==============================] - 0s 13ms/step >27, 127/693, d1=0.537, d2=0.471 g=1.805 2/2 [==============================] - 0s 14ms/step >27, 128/693, d1=0.316, d2=0.345 g=2.589 2/2 [==============================] - 0s 14ms/step >27, 129/693, d1=0.495, d2=0.403 g=2.560 2/2 [==============================] - 0s 13ms/step >27, 130/693, d1=0.536, d2=0.561 g=2.356 2/2 [==============================] - 0s 12ms/step >27, 131/693, d1=0.275, d2=0.256 g=2.347 2/2 [==============================] - 0s 13ms/step >27, 132/693, d1=0.538, d2=0.474 g=2.368 2/2 [==============================] - 0s 13ms/step >27, 133/693, d1=0.468, d2=0.411 g=2.355 2/2 [==============================] - 0s 12ms/step >27, 134/693, d1=0.423, d2=0.306 g=2.568 2/2 [==============================] - 0s 13ms/step >27, 135/693, d1=0.458, d2=0.258 g=2.155 2/2 [==============================] - 0s 13ms/step >27, 136/693, d1=0.450, d2=0.388 g=2.071 2/2 [==============================] - 0s 15ms/step >27, 137/693, d1=0.380, d2=0.437 g=3.189 2/2 [==============================] - 0s 13ms/step >27, 138/693, d1=0.357, d2=0.278 g=3.080 2/2 [==============================] - 0s 13ms/step >27, 139/693, d1=0.504, d2=0.380 g=3.121 2/2 [==============================] - 0s 12ms/step >27, 140/693, d1=0.405, d2=0.468 g=2.251 2/2 [==============================] - 0s 13ms/step >27, 141/693, d1=0.442, d2=0.489 g=2.818 2/2 [==============================] - 0s 11ms/step >27, 142/693, d1=0.471, d2=0.495 g=2.646 2/2 [==============================] - 0s 14ms/step >27, 143/693, d1=0.497, d2=0.317 g=3.106 2/2 [==============================] - 0s 12ms/step >27, 144/693, d1=0.523, d2=0.368 g=2.547 2/2 [==============================] - 0s 12ms/step >27, 145/693, d1=0.353, d2=0.347 g=2.836 2/2 [==============================] - 0s 11ms/step >27, 146/693, d1=0.470, d2=0.491 g=2.056 2/2 [==============================] - 0s 12ms/step >27, 147/693, d1=0.550, d2=0.325 g=2.560 2/2 [==============================] - 0s 13ms/step >27, 148/693, d1=0.452, d2=0.387 g=2.308 2/2 [==============================] - 0s 14ms/step >27, 149/693, d1=0.363, d2=0.385 g=2.206 2/2 [==============================] - 0s 13ms/step >27, 150/693, d1=0.463, d2=0.394 g=2.535 2/2 [==============================] - 0s 13ms/step >27, 151/693, d1=0.748, d2=0.434 g=2.112 2/2 [==============================] - 0s 13ms/step >27, 152/693, d1=0.320, d2=0.434 g=2.122 2/2 [==============================] - 0s 14ms/step >27, 153/693, d1=0.471, d2=0.401 g=2.693 2/2 [==============================] - 0s 13ms/step >27, 154/693, d1=0.410, d2=0.308 g=2.526 2/2 [==============================] - 0s 13ms/step >27, 155/693, d1=0.392, d2=0.392 g=2.048 2/2 [==============================] - 0s 13ms/step >27, 156/693, d1=0.452, d2=0.362 g=2.558 2/2 [==============================] - 0s 13ms/step >27, 157/693, d1=0.381, d2=0.412 g=2.321 2/2 [==============================] - 0s 14ms/step >27, 158/693, d1=0.407, d2=0.424 g=2.153 2/2 [==============================] - 0s 13ms/step >27, 159/693, d1=0.480, d2=0.334 g=2.587 2/2 [==============================] - 0s 12ms/step >27, 160/693, d1=0.468, d2=0.388 g=2.119 2/2 [==============================] - 0s 12ms/step >27, 161/693, d1=0.369, d2=0.349 g=2.694 2/2 [==============================] - 0s 15ms/step >27, 162/693, d1=0.446, d2=0.401 g=2.489 2/2 [==============================] - 0s 12ms/step >27, 163/693, d1=0.363, d2=0.327 g=2.557 2/2 [==============================] - 0s 13ms/step >27, 164/693, d1=0.423, d2=0.428 g=2.589 2/2 [==============================] - 0s 13ms/step >27, 165/693, d1=0.408, d2=0.322 g=2.346 2/2 [==============================] - 0s 12ms/step >27, 166/693, d1=0.525, d2=0.394 g=2.334 2/2 [==============================] - 0s 13ms/step >27, 167/693, d1=0.389, d2=0.336 g=2.132 2/2 [==============================] - 0s 11ms/step >27, 168/693, d1=0.446, d2=0.460 g=1.975 2/2 [==============================] - 0s 11ms/step >27, 169/693, d1=0.352, d2=0.415 g=2.282 2/2 [==============================] - 0s 12ms/step >27, 170/693, d1=0.341, d2=0.278 g=2.229 2/2 [==============================] - 0s 14ms/step >27, 171/693, d1=0.462, d2=0.348 g=1.891 2/2 [==============================] - 0s 11ms/step >27, 172/693, d1=0.407, d2=0.469 g=2.078 2/2 [==============================] - 0s 14ms/step >27, 173/693, d1=0.407, d2=0.368 g=2.617 2/2 [==============================] - 0s 13ms/step >27, 174/693, d1=0.501, d2=0.413 g=2.499 2/2 [==============================] - 0s 13ms/step >27, 175/693, d1=0.543, d2=0.342 g=1.913 2/2 [==============================] - 0s 14ms/step >27, 176/693, d1=0.432, d2=0.390 g=2.528 2/2 [==============================] - 0s 12ms/step >27, 177/693, d1=0.429, d2=0.350 g=2.161 2/2 [==============================] - 0s 12ms/step >27, 178/693, d1=0.320, d2=0.379 g=2.200 2/2 [==============================] - 0s 13ms/step >27, 179/693, d1=0.526, d2=0.420 g=2.124 2/2 [==============================] - 0s 12ms/step >27, 180/693, d1=0.433, d2=0.420 g=2.881 2/2 [==============================] - 0s 13ms/step >27, 181/693, d1=0.405, d2=0.319 g=2.717 2/2 [==============================] - 0s 13ms/step >27, 182/693, d1=0.497, d2=0.330 g=2.307 2/2 [==============================] - 0s 14ms/step >27, 183/693, d1=0.411, d2=0.440 g=2.219 2/2 [==============================] - 0s 14ms/step >27, 184/693, d1=0.457, d2=0.423 g=2.618 2/2 [==============================] - 0s 11ms/step >27, 185/693, d1=0.502, d2=0.417 g=1.893 2/2 [==============================] - 0s 12ms/step >27, 186/693, d1=0.528, d2=0.442 g=2.450 2/2 [==============================] - 0s 14ms/step >27, 187/693, d1=0.485, d2=0.423 g=1.833 2/2 [==============================] - 0s 13ms/step >27, 188/693, d1=0.649, d2=0.288 g=1.832 2/2 [==============================] - 0s 14ms/step >27, 189/693, d1=0.329, d2=0.451 g=2.243 2/2 [==============================] - 0s 13ms/step >27, 190/693, d1=0.286, d2=0.326 g=2.437 2/2 [==============================] - 0s 13ms/step >27, 191/693, d1=0.334, d2=0.304 g=2.367 2/2 [==============================] - 0s 13ms/step >27, 192/693, d1=0.322, d2=0.426 g=2.786 2/2 [==============================] - 0s 12ms/step >27, 193/693, d1=0.473, d2=0.317 g=1.987 2/2 [==============================] - 0s 15ms/step >27, 194/693, d1=0.510, d2=0.396 g=2.194 2/2 [==============================] - 0s 12ms/step >27, 195/693, d1=0.328, d2=0.340 g=2.415 2/2 [==============================] - 0s 13ms/step >27, 196/693, d1=0.397, d2=0.315 g=2.618 2/2 [==============================] - 0s 13ms/step >27, 197/693, d1=0.378, d2=0.395 g=2.985 2/2 [==============================] - 0s 13ms/step >27, 198/693, d1=0.273, d2=0.275 g=3.442 2/2 [==============================] - 0s 13ms/step >27, 199/693, d1=0.574, d2=0.302 g=2.516 2/2 [==============================] - 0s 13ms/step >27, 200/693, d1=0.310, d2=0.464 g=3.614 2/2 [==============================] - 0s 14ms/step >27, 201/693, d1=0.384, d2=0.434 g=2.445 2/2 [==============================] - 0s 13ms/step >27, 202/693, d1=0.555, d2=0.335 g=2.258 2/2 [==============================] - 0s 13ms/step >27, 203/693, d1=0.319, d2=0.298 g=2.537 2/2 [==============================] - 0s 14ms/step >27, 204/693, d1=0.548, d2=0.468 g=2.543 2/2 [==============================] - 0s 12ms/step >27, 205/693, d1=0.424, d2=0.370 g=3.227 2/2 [==============================] - 0s 12ms/step >27, 206/693, d1=0.486, d2=0.347 g=2.164 2/2 [==============================] - 0s 12ms/step >27, 207/693, d1=0.397, d2=0.374 g=2.618 2/2 [==============================] - 0s 13ms/step >27, 208/693, d1=0.340, d2=0.399 g=2.484 2/2 [==============================] - 0s 13ms/step >27, 209/693, d1=0.461, d2=0.456 g=2.262 2/2 [==============================] - 0s 13ms/step >27, 210/693, d1=0.449, d2=0.404 g=2.402 2/2 [==============================] - 0s 12ms/step >27, 211/693, d1=0.502, d2=0.295 g=2.413 2/2 [==============================] - 0s 13ms/step >27, 212/693, d1=0.414, d2=0.546 g=1.986 2/2 [==============================] - 0s 13ms/step >27, 213/693, d1=0.472, d2=0.434 g=2.767 2/2 [==============================] - 0s 13ms/step >27, 214/693, d1=0.468, d2=0.446 g=2.262 2/2 [==============================] - 0s 14ms/step >27, 215/693, d1=0.494, d2=0.438 g=2.183 2/2 [==============================] - 0s 13ms/step >27, 216/693, d1=0.361, d2=0.479 g=2.633 2/2 [==============================] - 0s 13ms/step >27, 217/693, d1=0.455, d2=0.257 g=2.458 2/2 [==============================] - 0s 13ms/step >27, 218/693, d1=0.484, d2=0.351 g=2.182 2/2 [==============================] - 0s 15ms/step >27, 219/693, d1=0.391, d2=0.463 g=2.509 2/2 [==============================] - 0s 13ms/step >27, 220/693, d1=0.469, d2=0.575 g=2.189 2/2 [==============================] - 0s 13ms/step >27, 221/693, d1=0.411, d2=0.249 g=2.831 2/2 [==============================] - 0s 12ms/step >27, 222/693, d1=0.392, d2=0.377 g=2.317 2/2 [==============================] - 0s 13ms/step >27, 223/693, d1=0.386, d2=0.366 g=2.068 2/2 [==============================] - 0s 13ms/step >27, 224/693, d1=0.523, d2=0.421 g=2.554 2/2 [==============================] - 0s 13ms/step >27, 225/693, d1=0.292, d2=0.456 g=2.392 2/2 [==============================] - 0s 13ms/step >27, 226/693, d1=0.510, d2=0.343 g=2.093 2/2 [==============================] - 0s 13ms/step >27, 227/693, d1=0.505, d2=0.438 g=2.606 2/2 [==============================] - 0s 12ms/step >27, 228/693, d1=0.468, d2=0.365 g=2.601 2/2 [==============================] - 0s 14ms/step >27, 229/693, d1=0.400, d2=0.473 g=2.402 2/2 [==============================] - 0s 13ms/step >27, 230/693, d1=0.355, d2=0.359 g=2.536 2/2 [==============================] - 0s 14ms/step >27, 231/693, d1=0.468, d2=0.323 g=2.452 2/2 [==============================] - 0s 11ms/step >27, 232/693, d1=0.468, d2=0.452 g=2.079 2/2 [==============================] - 0s 14ms/step >27, 233/693, d1=0.394, d2=0.326 g=2.408 2/2 [==============================] - 0s 14ms/step >27, 234/693, d1=0.374, d2=0.327 g=2.790 2/2 [==============================] - 0s 13ms/step >27, 235/693, d1=0.381, d2=0.344 g=2.372 2/2 [==============================] - 0s 12ms/step >27, 236/693, d1=0.461, d2=0.423 g=2.318 2/2 [==============================] - 0s 12ms/step >27, 237/693, d1=0.522, d2=0.421 g=1.908 2/2 [==============================] - 0s 15ms/step >27, 238/693, d1=0.335, d2=0.469 g=2.804 2/2 [==============================] - 0s 13ms/step >27, 239/693, d1=0.484, d2=0.300 g=2.372 2/2 [==============================] - 0s 12ms/step >27, 240/693, d1=0.497, d2=0.422 g=2.826 2/2 [==============================] - 0s 14ms/step >27, 241/693, d1=0.478, d2=0.379 g=2.339 2/2 [==============================] - 0s 13ms/step >27, 242/693, d1=0.347, d2=0.406 g=2.586 2/2 [==============================] - 0s 12ms/step >27, 243/693, d1=0.400, d2=0.332 g=2.361 2/2 [==============================] - 0s 12ms/step >27, 244/693, d1=0.414, d2=0.353 g=2.175 2/2 [==============================] - 0s 12ms/step >27, 245/693, d1=0.397, d2=0.334 g=2.194 2/2 [==============================] - 0s 13ms/step >27, 246/693, d1=0.360, d2=0.455 g=2.755 2/2 [==============================] - 0s 12ms/step >27, 247/693, d1=0.381, d2=0.340 g=2.642 2/2 [==============================] - 0s 13ms/step >27, 248/693, d1=0.394, d2=0.393 g=2.646 2/2 [==============================] - 0s 13ms/step >27, 249/693, d1=0.587, d2=0.401 g=2.186 2/2 [==============================] - 0s 12ms/step >27, 250/693, d1=0.338, d2=0.295 g=2.347 2/2 [==============================] - 0s 13ms/step >27, 251/693, d1=0.465, d2=0.387 g=2.468 2/2 [==============================] - 0s 14ms/step >27, 252/693, d1=0.286, d2=0.296 g=2.627 2/2 [==============================] - 0s 13ms/step >27, 253/693, d1=0.486, d2=0.339 g=2.345 2/2 [==============================] - 0s 12ms/step >27, 254/693, d1=0.382, d2=0.408 g=2.860 2/2 [==============================] - 0s 13ms/step >27, 255/693, d1=0.586, d2=0.359 g=2.663 2/2 [==============================] - 0s 12ms/step >27, 256/693, d1=0.440, d2=0.492 g=2.283 2/2 [==============================] - 0s 13ms/step >27, 257/693, d1=0.433, d2=0.412 g=2.255 2/2 [==============================] - 0s 14ms/step >27, 258/693, d1=0.283, d2=0.330 g=2.869 2/2 [==============================] - 0s 13ms/step >27, 259/693, d1=0.435, d2=0.292 g=2.299 2/2 [==============================] - 0s 14ms/step >27, 260/693, d1=0.604, d2=0.488 g=2.355 2/2 [==============================] - 0s 13ms/step >27, 261/693, d1=0.433, d2=0.505 g=2.108 2/2 [==============================] - 0s 12ms/step >27, 262/693, d1=0.520, d2=0.391 g=2.428 2/2 [==============================] - 0s 14ms/step >27, 263/693, d1=0.383, d2=0.424 g=2.106 2/2 [==============================] - 0s 13ms/step >27, 264/693, d1=0.580, d2=0.456 g=2.213 2/2 [==============================] - 0s 13ms/step >27, 265/693, d1=0.467, d2=0.445 g=2.386 2/2 [==============================] - 0s 13ms/step >27, 266/693, d1=0.424, d2=0.333 g=2.471 2/2 [==============================] - 0s 12ms/step >27, 267/693, d1=0.460, d2=0.486 g=2.531 2/2 [==============================] - 0s 13ms/step >27, 268/693, d1=0.437, d2=0.386 g=2.357 2/2 [==============================] - 0s 14ms/step >27, 269/693, d1=0.442, d2=0.309 g=2.842 2/2 [==============================] - 0s 11ms/step >27, 270/693, d1=0.555, d2=0.408 g=2.589 2/2 [==============================] - 0s 13ms/step >27, 271/693, d1=0.342, d2=0.379 g=2.566 2/2 [==============================] - 0s 13ms/step >27, 272/693, d1=0.531, d2=0.394 g=2.228 2/2 [==============================] - 0s 12ms/step >27, 273/693, d1=0.372, d2=0.349 g=2.354 2/2 [==============================] - 0s 14ms/step >27, 274/693, d1=0.364, d2=0.473 g=2.258 2/2 [==============================] - 0s 11ms/step >27, 275/693, d1=0.309, d2=0.274 g=2.492 2/2 [==============================] - 0s 13ms/step >27, 276/693, d1=0.546, d2=0.369 g=2.468 2/2 [==============================] - 0s 13ms/step >27, 277/693, d1=0.284, d2=0.379 g=2.692 2/2 [==============================] - 0s 14ms/step >27, 278/693, d1=0.575, d2=0.299 g=2.556 2/2 [==============================] - 0s 13ms/step >27, 279/693, d1=0.324, d2=0.387 g=2.493 2/2 [==============================] - 0s 15ms/step >27, 280/693, d1=0.435, d2=0.352 g=2.163 2/2 [==============================] - 0s 14ms/step >27, 281/693, d1=0.475, d2=0.460 g=2.211 2/2 [==============================] - 0s 13ms/step >27, 282/693, d1=0.435, d2=0.317 g=2.463 2/2 [==============================] - 0s 12ms/step >27, 283/693, d1=0.355, d2=0.280 g=2.082 2/2 [==============================] - 0s 14ms/step >27, 284/693, d1=0.494, d2=0.431 g=2.439 2/2 [==============================] - 0s 14ms/step >27, 285/693, d1=0.379, d2=0.330 g=2.412 2/2 [==============================] - 0s 11ms/step >27, 286/693, d1=0.368, d2=0.323 g=1.977 2/2 [==============================] - 0s 12ms/step >27, 287/693, d1=0.447, d2=0.363 g=2.304 2/2 [==============================] - 0s 13ms/step >27, 288/693, d1=0.522, d2=0.475 g=2.190 2/2 [==============================] - 0s 12ms/step >27, 289/693, d1=0.338, d2=0.336 g=2.265 2/2 [==============================] - 0s 12ms/step >27, 290/693, d1=0.344, d2=0.421 g=2.951 2/2 [==============================] - 0s 13ms/step >27, 291/693, d1=0.534, d2=0.225 g=2.372 2/2 [==============================] - 0s 13ms/step >27, 292/693, d1=0.432, d2=0.345 g=2.320 2/2 [==============================] - 0s 14ms/step >27, 293/693, d1=0.477, d2=0.360 g=2.046 2/2 [==============================] - 0s 12ms/step >27, 294/693, d1=0.437, d2=0.481 g=2.488 2/2 [==============================] - 0s 13ms/step >27, 295/693, d1=0.349, d2=0.413 g=2.307 2/2 [==============================] - 0s 13ms/step >27, 296/693, d1=0.384, d2=0.341 g=2.562 2/2 [==============================] - 0s 14ms/step >27, 297/693, d1=0.588, d2=0.521 g=2.363 2/2 [==============================] - 0s 14ms/step >27, 298/693, d1=0.379, d2=0.479 g=2.826 2/2 [==============================] - 0s 14ms/step >27, 299/693, d1=0.435, d2=0.313 g=2.484 2/2 [==============================] - 0s 13ms/step >27, 300/693, d1=0.482, d2=0.344 g=1.998 2/2 [==============================] - 0s 12ms/step >27, 301/693, d1=0.327, d2=0.361 g=2.533 2/2 [==============================] - 0s 13ms/step >27, 302/693, d1=0.415, d2=0.386 g=2.142 2/2 [==============================] - 0s 12ms/step >27, 303/693, d1=0.372, d2=0.287 g=2.604 2/2 [==============================] - 0s 13ms/step >27, 304/693, d1=0.532, d2=0.446 g=2.120 2/2 [==============================] - 0s 14ms/step >27, 305/693, d1=0.342, d2=0.367 g=2.909 2/2 [==============================] - 0s 13ms/step >27, 306/693, d1=0.471, d2=0.396 g=2.273 2/2 [==============================] - 0s 12ms/step >27, 307/693, d1=0.431, d2=0.416 g=2.542 2/2 [==============================] - 0s 14ms/step >27, 308/693, d1=0.531, d2=0.320 g=1.832 2/2 [==============================] - 0s 14ms/step >27, 309/693, d1=0.320, d2=0.370 g=2.373 2/2 [==============================] - 0s 14ms/step >27, 310/693, d1=0.453, d2=0.343 g=2.251 2/2 [==============================] - 0s 14ms/step >27, 311/693, d1=0.453, d2=0.441 g=2.571 2/2 [==============================] - 0s 13ms/step >27, 312/693, d1=0.404, d2=0.494 g=2.579 2/2 [==============================] - 0s 13ms/step >27, 313/693, d1=0.583, d2=0.448 g=2.301 2/2 [==============================] - 0s 12ms/step >27, 314/693, d1=0.488, d2=0.301 g=2.182 2/2 [==============================] - 0s 12ms/step >27, 315/693, d1=0.523, d2=0.324 g=2.000 2/2 [==============================] - 0s 13ms/step >27, 316/693, d1=0.363, d2=0.458 g=2.264 2/2 [==============================] - 0s 14ms/step >27, 317/693, d1=0.405, d2=0.434 g=2.636 2/2 [==============================] - 0s 13ms/step >27, 318/693, d1=0.541, d2=0.415 g=2.515 2/2 [==============================] - 0s 13ms/step >27, 319/693, d1=0.468, d2=0.332 g=2.227 2/2 [==============================] - 0s 13ms/step >27, 320/693, d1=0.507, d2=0.416 g=1.966 2/2 [==============================] - 0s 13ms/step >27, 321/693, d1=0.382, d2=0.417 g=2.087 2/2 [==============================] - 0s 11ms/step >27, 322/693, d1=0.514, d2=0.366 g=2.168 2/2 [==============================] - 0s 12ms/step >27, 323/693, d1=0.499, d2=0.397 g=2.297 2/2 [==============================] - 0s 13ms/step >27, 324/693, d1=0.332, d2=0.357 g=2.251 2/2 [==============================] - 0s 12ms/step >27, 325/693, d1=0.628, d2=0.419 g=2.221 2/2 [==============================] - 0s 12ms/step >27, 326/693, d1=0.312, d2=0.483 g=2.402 2/2 [==============================] - 0s 13ms/step >27, 327/693, d1=0.507, d2=0.473 g=2.410 2/2 [==============================] - 0s 13ms/step >27, 328/693, d1=0.403, d2=0.365 g=2.328 2/2 [==============================] - 0s 13ms/step >27, 329/693, d1=0.523, d2=0.390 g=2.188 2/2 [==============================] - 0s 12ms/step >27, 330/693, d1=0.317, d2=0.379 g=2.273 2/2 [==============================] - 0s 12ms/step >27, 331/693, d1=0.434, d2=0.387 g=2.330 2/2 [==============================] - 0s 13ms/step >27, 332/693, d1=0.525, d2=0.326 g=1.996 2/2 [==============================] - 0s 13ms/step >27, 333/693, d1=0.379, d2=0.386 g=2.176 2/2 [==============================] - 0s 14ms/step >27, 334/693, d1=0.414, d2=0.491 g=2.302 2/2 [==============================] - 0s 13ms/step >27, 335/693, d1=0.509, d2=0.484 g=2.159 2/2 [==============================] - 0s 13ms/step >27, 336/693, d1=0.418, d2=0.328 g=2.431 2/2 [==============================] - 0s 13ms/step >27, 337/693, d1=0.549, d2=0.401 g=2.659 2/2 [==============================] - 0s 12ms/step >27, 338/693, d1=0.415, d2=0.372 g=2.405 2/2 [==============================] - 0s 13ms/step >27, 339/693, d1=0.410, d2=0.367 g=2.053 2/2 [==============================] - 0s 11ms/step >27, 340/693, d1=0.329, d2=0.379 g=2.659 2/2 [==============================] - 0s 12ms/step >27, 341/693, d1=0.510, d2=0.397 g=3.103 2/2 [==============================] - 0s 13ms/step >27, 342/693, d1=0.357, d2=0.223 g=2.050 2/2 [==============================] - 0s 13ms/step >27, 343/693, d1=0.300, d2=0.324 g=2.874 2/2 [==============================] - 0s 14ms/step >27, 344/693, d1=0.442, d2=0.564 g=3.194 2/2 [==============================] - 0s 11ms/step >27, 345/693, d1=0.418, d2=0.267 g=3.267 2/2 [==============================] - 0s 12ms/step >27, 346/693, d1=0.580, d2=0.388 g=2.921 2/2 [==============================] - 0s 12ms/step >27, 347/693, d1=0.361, d2=0.248 g=1.921 2/2 [==============================] - 0s 11ms/step >27, 348/693, d1=0.296, d2=0.319 g=2.569 2/2 [==============================] - 0s 12ms/step >27, 349/693, d1=0.303, d2=0.353 g=2.685 2/2 [==============================] - 0s 11ms/step >27, 350/693, d1=0.407, d2=0.301 g=2.493 2/2 [==============================] - 0s 13ms/step >27, 351/693, d1=0.253, d2=0.328 g=2.772 2/2 [==============================] - 0s 12ms/step >27, 352/693, d1=0.698, d2=0.470 g=2.499 2/2 [==============================] - 0s 12ms/step >27, 353/693, d1=0.390, d2=0.351 g=2.545 2/2 [==============================] - 0s 13ms/step >27, 354/693, d1=0.454, d2=0.416 g=2.416 2/2 [==============================] - 0s 13ms/step >27, 355/693, d1=0.295, d2=0.323 g=2.821 2/2 [==============================] - 0s 12ms/step >27, 356/693, d1=0.429, d2=0.423 g=2.576 2/2 [==============================] - 0s 13ms/step >27, 357/693, d1=0.466, d2=0.355 g=2.142 2/2 [==============================] - 0s 12ms/step >27, 358/693, d1=0.432, d2=0.360 g=2.262 2/2 [==============================] - 0s 13ms/step >27, 359/693, d1=0.450, d2=0.432 g=2.271 2/2 [==============================] - 0s 12ms/step >27, 360/693, d1=0.408, d2=0.322 g=2.833 2/2 [==============================] - 0s 13ms/step >27, 361/693, d1=0.405, d2=0.338 g=2.755 2/2 [==============================] - 0s 12ms/step >27, 362/693, d1=0.392, d2=0.343 g=2.295 2/2 [==============================] - 0s 13ms/step >27, 363/693, d1=0.429, d2=0.408 g=2.937 2/2 [==============================] - 0s 13ms/step >27, 364/693, d1=0.415, d2=0.367 g=2.795 2/2 [==============================] - 0s 14ms/step >27, 365/693, d1=0.498, d2=0.332 g=2.632 2/2 [==============================] - 0s 13ms/step >27, 366/693, d1=0.447, d2=0.425 g=2.465 2/2 [==============================] - 0s 12ms/step >27, 367/693, d1=0.341, d2=0.353 g=2.375 2/2 [==============================] - 0s 14ms/step >27, 368/693, d1=0.434, d2=0.428 g=2.339 2/2 [==============================] - 0s 13ms/step >27, 369/693, d1=0.332, d2=0.348 g=2.432 2/2 [==============================] - 0s 13ms/step >27, 370/693, d1=0.427, d2=0.355 g=2.638 2/2 [==============================] - 0s 14ms/step >27, 371/693, d1=0.551, d2=0.335 g=1.823 2/2 [==============================] - 0s 13ms/step >27, 372/693, d1=0.416, d2=0.450 g=2.044 2/2 [==============================] - 0s 12ms/step >27, 373/693, d1=0.408, d2=0.454 g=2.074 2/2 [==============================] - 0s 13ms/step >27, 374/693, d1=0.304, d2=0.385 g=2.601 2/2 [==============================] - 0s 12ms/step >27, 375/693, d1=0.607, d2=0.321 g=2.880 2/2 [==============================] - 0s 14ms/step >27, 376/693, d1=0.473, d2=0.495 g=2.397 2/2 [==============================] - 0s 12ms/step >27, 377/693, d1=0.466, d2=0.357 g=2.160 2/2 [==============================] - 0s 12ms/step >27, 378/693, d1=0.338, d2=0.336 g=2.296 2/2 [==============================] - 0s 12ms/step >27, 379/693, d1=0.381, d2=0.410 g=2.903 2/2 [==============================] - 0s 12ms/step >27, 380/693, d1=0.525, d2=0.271 g=2.581 2/2 [==============================] - 0s 12ms/step >27, 381/693, d1=0.424, d2=0.320 g=2.178 2/2 [==============================] - 0s 13ms/step >27, 382/693, d1=0.396, d2=0.348 g=2.433 2/2 [==============================] - 0s 14ms/step >27, 383/693, d1=0.349, d2=0.462 g=2.372 2/2 [==============================] - 0s 13ms/step >27, 384/693, d1=0.562, d2=0.451 g=1.835 2/2 [==============================] - 0s 14ms/step >27, 385/693, d1=0.434, d2=0.475 g=2.661 2/2 [==============================] - 0s 12ms/step >27, 386/693, d1=0.351, d2=0.444 g=2.486 2/2 [==============================] - 0s 13ms/step >27, 387/693, d1=0.604, d2=0.343 g=2.589 2/2 [==============================] - 0s 13ms/step >27, 388/693, d1=0.528, d2=0.397 g=2.401 2/2 [==============================] - 0s 12ms/step >27, 389/693, d1=0.491, d2=0.438 g=2.158 2/2 [==============================] - 0s 14ms/step >27, 390/693, d1=0.442, d2=0.395 g=1.969 2/2 [==============================] - 0s 12ms/step >27, 391/693, d1=0.326, d2=0.266 g=2.080 2/2 [==============================] - 0s 12ms/step >27, 392/693, d1=0.374, d2=0.349 g=2.455 2/2 [==============================] - 0s 14ms/step >27, 393/693, d1=0.462, d2=0.467 g=2.210 2/2 [==============================] - 0s 13ms/step >27, 394/693, d1=0.470, d2=0.319 g=2.463 2/2 [==============================] - 0s 13ms/step >27, 395/693, d1=0.419, d2=0.414 g=2.203 2/2 [==============================] - 0s 12ms/step >27, 396/693, d1=0.468, d2=0.396 g=2.137 2/2 [==============================] - 0s 14ms/step >27, 397/693, d1=0.448, d2=0.381 g=2.164 2/2 [==============================] - 0s 12ms/step >27, 398/693, d1=0.531, d2=0.361 g=2.001 2/2 [==============================] - 0s 14ms/step >27, 399/693, d1=0.430, d2=0.504 g=1.767 2/2 [==============================] - 0s 13ms/step >27, 400/693, d1=0.233, d2=0.386 g=2.655 2/2 [==============================] - 0s 14ms/step >27, 401/693, d1=0.656, d2=0.398 g=2.938 2/2 [==============================] - 0s 13ms/step >27, 402/693, d1=0.459, d2=0.395 g=2.413 2/2 [==============================] - 0s 13ms/step >27, 403/693, d1=0.330, d2=0.490 g=2.236 2/2 [==============================] - 0s 13ms/step >27, 404/693, d1=0.420, d2=0.304 g=2.488 2/2 [==============================] - 0s 12ms/step >27, 405/693, d1=0.453, d2=0.479 g=2.336 2/2 [==============================] - 0s 13ms/step >27, 406/693, d1=0.394, d2=0.331 g=2.108 2/2 [==============================] - 0s 14ms/step >27, 407/693, d1=0.373, d2=0.376 g=2.095 2/2 [==============================] - 0s 14ms/step >27, 408/693, d1=0.323, d2=0.407 g=2.052 2/2 [==============================] - 0s 13ms/step >27, 409/693, d1=0.511, d2=0.338 g=2.185 2/2 [==============================] - 0s 13ms/step >27, 410/693, d1=0.481, d2=0.405 g=2.143 2/2 [==============================] - 0s 14ms/step >27, 411/693, d1=0.442, d2=0.370 g=2.878 2/2 [==============================] - 0s 12ms/step >27, 412/693, d1=0.567, d2=0.369 g=2.792 2/2 [==============================] - 0s 11ms/step >27, 413/693, d1=0.394, d2=0.557 g=2.556 2/2 [==============================] - 0s 13ms/step >27, 414/693, d1=0.517, d2=0.321 g=1.713 2/2 [==============================] - 0s 13ms/step >27, 415/693, d1=0.353, d2=0.380 g=2.727 2/2 [==============================] - 0s 13ms/step >27, 416/693, d1=0.529, d2=0.432 g=2.652 2/2 [==============================] - 0s 13ms/step >27, 417/693, d1=0.297, d2=0.336 g=2.178 2/2 [==============================] - 0s 11ms/step >27, 418/693, d1=0.574, d2=0.361 g=2.137 2/2 [==============================] - 0s 12ms/step >27, 419/693, d1=0.404, d2=0.321 g=2.389 2/2 [==============================] - 0s 13ms/step >27, 420/693, d1=0.482, d2=0.596 g=2.122 2/2 [==============================] - 0s 12ms/step >27, 421/693, d1=0.357, d2=0.328 g=2.319 2/2 [==============================] - 0s 11ms/step >27, 422/693, d1=0.537, d2=0.452 g=2.102 2/2 [==============================] - 0s 11ms/step >27, 423/693, d1=0.417, d2=0.430 g=2.398 2/2 [==============================] - 0s 15ms/step >27, 424/693, d1=0.512, d2=0.410 g=2.815 2/2 [==============================] - 0s 14ms/step >27, 425/693, d1=0.425, d2=0.337 g=2.261 2/2 [==============================] - 0s 13ms/step >27, 426/693, d1=0.618, d2=0.535 g=2.573 2/2 [==============================] - 0s 13ms/step >27, 427/693, d1=0.383, d2=0.415 g=2.699 2/2 [==============================] - 0s 12ms/step >27, 428/693, d1=0.506, d2=0.326 g=2.427 2/2 [==============================] - 0s 14ms/step >27, 429/693, d1=0.344, d2=0.380 g=2.361 2/2 [==============================] - 0s 13ms/step >27, 430/693, d1=0.382, d2=0.342 g=2.183 2/2 [==============================] - 0s 11ms/step >27, 431/693, d1=0.406, d2=0.470 g=2.357 2/2 [==============================] - 0s 12ms/step >27, 432/693, d1=0.393, d2=0.372 g=2.782 2/2 [==============================] - 0s 13ms/step >27, 433/693, d1=0.559, d2=0.390 g=2.784 2/2 [==============================] - 0s 11ms/step >27, 434/693, d1=0.358, d2=0.416 g=2.171 2/2 [==============================] - 0s 13ms/step >27, 435/693, d1=0.491, d2=0.437 g=2.283 2/2 [==============================] - 0s 14ms/step >27, 436/693, d1=0.407, d2=0.329 g=2.757 2/2 [==============================] - 0s 12ms/step >27, 437/693, d1=0.468, d2=0.448 g=2.211 2/2 [==============================] - 0s 12ms/step >27, 438/693, d1=0.550, d2=0.398 g=2.470 2/2 [==============================] - 0s 12ms/step >27, 439/693, d1=0.385, d2=0.298 g=2.272 2/2 [==============================] - 0s 12ms/step >27, 440/693, d1=0.278, d2=0.484 g=2.502 2/2 [==============================] - 0s 13ms/step >27, 441/693, d1=0.481, d2=0.282 g=2.650 2/2 [==============================] - 0s 15ms/step >27, 442/693, d1=0.345, d2=0.309 g=2.222 2/2 [==============================] - 0s 13ms/step >27, 443/693, d1=0.477, d2=0.336 g=2.187 2/2 [==============================] - 0s 12ms/step >27, 444/693, d1=0.463, d2=0.298 g=1.875 2/2 [==============================] - 0s 13ms/step >27, 445/693, d1=0.506, d2=0.431 g=2.211 2/2 [==============================] - 0s 13ms/step >27, 446/693, d1=0.411, d2=0.463 g=2.399 2/2 [==============================] - 0s 12ms/step >27, 447/693, d1=0.370, d2=0.372 g=2.398 2/2 [==============================] - 0s 12ms/step >27, 448/693, d1=0.634, d2=0.348 g=1.732 2/2 [==============================] - 0s 12ms/step >27, 449/693, d1=0.340, d2=0.438 g=2.239 2/2 [==============================] - 0s 12ms/step >27, 450/693, d1=0.522, d2=0.357 g=2.491 2/2 [==============================] - 0s 12ms/step >27, 451/693, d1=0.499, d2=0.342 g=2.038 2/2 [==============================] - 0s 12ms/step >27, 452/693, d1=0.426, d2=0.445 g=2.145 2/2 [==============================] - 0s 13ms/step >27, 453/693, d1=0.523, d2=0.405 g=2.436 2/2 [==============================] - 0s 15ms/step >27, 454/693, d1=0.497, d2=0.429 g=2.550 2/2 [==============================] - 0s 14ms/step >27, 455/693, d1=0.519, d2=0.506 g=2.377 2/2 [==============================] - 0s 14ms/step >27, 456/693, d1=0.392, d2=0.355 g=3.018 2/2 [==============================] - 0s 12ms/step >27, 457/693, d1=0.432, d2=0.354 g=2.673 2/2 [==============================] - 0s 12ms/step >27, 458/693, d1=0.489, d2=0.417 g=2.640 2/2 [==============================] - 0s 14ms/step >27, 459/693, d1=0.453, d2=0.354 g=2.951 2/2 [==============================] - 0s 14ms/step >27, 460/693, d1=0.480, d2=0.283 g=3.146 2/2 [==============================] - 0s 13ms/step >27, 461/693, d1=0.489, d2=0.420 g=2.177 2/2 [==============================] - 0s 13ms/step >27, 462/693, d1=0.448, d2=0.405 g=2.443 2/2 [==============================] - 0s 13ms/step >27, 463/693, d1=0.270, d2=0.507 g=2.709 2/2 [==============================] - 0s 14ms/step >27, 464/693, d1=0.464, d2=0.274 g=2.947 2/2 [==============================] - 0s 11ms/step >27, 465/693, d1=0.461, d2=0.402 g=2.309 2/2 [==============================] - 0s 12ms/step >27, 466/693, d1=0.434, d2=0.453 g=2.541 2/2 [==============================] - 0s 14ms/step >27, 467/693, d1=0.418, d2=0.387 g=2.511 2/2 [==============================] - 0s 14ms/step >27, 468/693, d1=0.433, d2=0.504 g=2.706 2/2 [==============================] - 0s 12ms/step >27, 469/693, d1=0.461, d2=0.292 g=2.261 2/2 [==============================] - 0s 14ms/step >27, 470/693, d1=0.382, d2=0.441 g=2.633 2/2 [==============================] - 0s 12ms/step >27, 471/693, d1=0.473, d2=0.386 g=2.421 2/2 [==============================] - 0s 13ms/step >27, 472/693, d1=0.495, d2=0.414 g=2.296 2/2 [==============================] - 0s 14ms/step >27, 473/693, d1=0.355, d2=0.326 g=2.588 2/2 [==============================] - 0s 13ms/step >27, 474/693, d1=0.466, d2=0.325 g=2.201 2/2 [==============================] - 0s 13ms/step >27, 475/693, d1=0.453, d2=0.478 g=1.918 2/2 [==============================] - 0s 12ms/step >27, 476/693, d1=0.406, d2=0.319 g=2.226 2/2 [==============================] - 0s 14ms/step >27, 477/693, d1=0.444, d2=0.457 g=2.034 2/2 [==============================] - 0s 11ms/step >27, 478/693, d1=0.477, d2=0.465 g=3.058 2/2 [==============================] - 0s 14ms/step >27, 479/693, d1=0.596, d2=0.318 g=2.666 2/2 [==============================] - 0s 12ms/step >27, 480/693, d1=0.315, d2=0.272 g=2.624 2/2 [==============================] - 0s 13ms/step >27, 481/693, d1=0.424, d2=0.335 g=2.367 2/2 [==============================] - 0s 15ms/step >27, 482/693, d1=0.354, d2=0.384 g=2.470 2/2 [==============================] - 0s 11ms/step >27, 483/693, d1=0.361, d2=0.384 g=2.653 2/2 [==============================] - 0s 13ms/step >27, 484/693, d1=0.463, d2=0.391 g=2.726 2/2 [==============================] - 0s 12ms/step >27, 485/693, d1=0.436, d2=0.375 g=2.933 2/2 [==============================] - 0s 13ms/step >27, 486/693, d1=0.481, d2=0.323 g=2.417 2/2 [==============================] - 0s 14ms/step >27, 487/693, d1=0.473, d2=0.486 g=2.170 2/2 [==============================] - 0s 13ms/step >27, 488/693, d1=0.438, d2=0.343 g=2.579 2/2 [==============================] - 0s 13ms/step >27, 489/693, d1=0.474, d2=0.346 g=1.757 2/2 [==============================] - 0s 13ms/step >27, 490/693, d1=0.380, d2=0.521 g=2.207 2/2 [==============================] - 0s 12ms/step >27, 491/693, d1=0.381, d2=0.263 g=2.600 2/2 [==============================] - 0s 13ms/step >27, 492/693, d1=0.565, d2=0.411 g=2.347 2/2 [==============================] - 0s 12ms/step >27, 493/693, d1=0.272, d2=0.275 g=2.647 2/2 [==============================] - 0s 13ms/step >27, 494/693, d1=0.405, d2=0.343 g=2.269 2/2 [==============================] - 0s 12ms/step >27, 495/693, d1=0.466, d2=0.428 g=2.104 2/2 [==============================] - 0s 12ms/step >27, 496/693, d1=0.233, d2=0.387 g=2.352 2/2 [==============================] - 0s 12ms/step >27, 497/693, d1=0.526, d2=0.336 g=2.733 2/2 [==============================] - 0s 12ms/step >27, 498/693, d1=0.364, d2=0.427 g=3.171 2/2 [==============================] - 0s 12ms/step >27, 499/693, d1=0.490, d2=0.330 g=2.649 2/2 [==============================] - 0s 14ms/step >27, 500/693, d1=0.391, d2=0.448 g=2.406 2/2 [==============================] - 0s 12ms/step >27, 501/693, d1=0.467, d2=0.339 g=2.260 2/2 [==============================] - 0s 14ms/step >27, 502/693, d1=0.425, d2=0.322 g=2.422 2/2 [==============================] - 0s 14ms/step >27, 503/693, d1=0.395, d2=0.311 g=2.431 2/2 [==============================] - 0s 14ms/step >27, 504/693, d1=0.536, d2=0.427 g=2.093 2/2 [==============================] - 0s 13ms/step >27, 505/693, d1=0.358, d2=0.384 g=2.334 2/2 [==============================] - 0s 12ms/step >27, 506/693, d1=0.310, d2=0.371 g=2.494 2/2 [==============================] - 0s 12ms/step >27, 507/693, d1=0.358, d2=0.624 g=2.972 2/2 [==============================] - 0s 14ms/step >27, 508/693, d1=0.594, d2=0.314 g=2.804 2/2 [==============================] - 0s 12ms/step >27, 509/693, d1=0.458, d2=0.381 g=2.428 2/2 [==============================] - 0s 13ms/step >27, 510/693, d1=0.513, d2=0.341 g=2.927 2/2 [==============================] - 0s 14ms/step >27, 511/693, d1=0.456, d2=0.424 g=3.106 2/2 [==============================] - 0s 14ms/step >27, 512/693, d1=0.392, d2=0.356 g=2.166 2/2 [==============================] - 0s 14ms/step >27, 513/693, d1=0.245, d2=0.439 g=2.766 2/2 [==============================] - 0s 13ms/step >27, 514/693, d1=0.506, d2=0.287 g=2.193 2/2 [==============================] - 0s 12ms/step >27, 515/693, d1=0.377, d2=0.365 g=2.146 2/2 [==============================] - 0s 12ms/step >27, 516/693, d1=0.418, d2=0.409 g=2.709 2/2 [==============================] - 0s 13ms/step >27, 517/693, d1=0.468, d2=0.379 g=2.665 2/2 [==============================] - 0s 14ms/step >27, 518/693, d1=0.530, d2=0.435 g=2.490 2/2 [==============================] - 0s 13ms/step >27, 519/693, d1=0.404, d2=0.315 g=2.344 2/2 [==============================] - 0s 13ms/step >27, 520/693, d1=0.457, d2=0.504 g=2.430 2/2 [==============================] - 0s 13ms/step >27, 521/693, d1=0.442, d2=0.351 g=2.142 2/2 [==============================] - 0s 13ms/step >27, 522/693, d1=0.454, d2=0.356 g=2.265 2/2 [==============================] - 0s 13ms/step >27, 523/693, d1=0.508, d2=0.441 g=2.715 2/2 [==============================] - 0s 13ms/step >27, 524/693, d1=0.532, d2=0.540 g=2.617 2/2 [==============================] - 0s 15ms/step >27, 525/693, d1=0.483, d2=0.361 g=2.206 2/2 [==============================] - 0s 12ms/step >27, 526/693, d1=0.515, d2=0.533 g=1.903 2/2 [==============================] - 0s 11ms/step >27, 527/693, d1=0.353, d2=0.310 g=2.690 2/2 [==============================] - 0s 14ms/step >27, 528/693, d1=0.431, d2=0.384 g=2.394 2/2 [==============================] - 0s 13ms/step >27, 529/693, d1=0.477, d2=0.450 g=2.094 2/2 [==============================] - 0s 12ms/step >27, 530/693, d1=0.582, d2=0.377 g=2.198 2/2 [==============================] - 0s 11ms/step >27, 531/693, d1=0.452, d2=0.393 g=2.540 2/2 [==============================] - 0s 14ms/step >27, 532/693, d1=0.286, d2=0.324 g=2.194 2/2 [==============================] - 0s 14ms/step >27, 533/693, d1=0.460, d2=0.434 g=1.930 2/2 [==============================] - 0s 14ms/step >27, 534/693, d1=0.446, d2=0.405 g=2.084 2/2 [==============================] - 0s 12ms/step >27, 535/693, d1=0.557, d2=0.389 g=2.392 2/2 [==============================] - 0s 12ms/step >27, 536/693, d1=0.400, d2=0.451 g=2.616 2/2 [==============================] - 0s 13ms/step >27, 537/693, d1=0.384, d2=0.373 g=2.335 2/2 [==============================] - 0s 12ms/step >27, 538/693, d1=0.524, d2=0.407 g=2.797 2/2 [==============================] - 0s 14ms/step >27, 539/693, d1=0.440, d2=0.241 g=2.665 2/2 [==============================] - 0s 14ms/step >27, 540/693, d1=0.430, d2=0.362 g=2.446 2/2 [==============================] - 0s 14ms/step >27, 541/693, d1=0.330, d2=0.399 g=2.075 2/2 [==============================] - 0s 14ms/step >27, 542/693, d1=0.522, d2=0.319 g=2.206 2/2 [==============================] - 0s 13ms/step >27, 543/693, d1=0.375, d2=0.463 g=1.978 2/2 [==============================] - 0s 12ms/step >27, 544/693, d1=0.444, d2=0.354 g=2.337 2/2 [==============================] - 0s 12ms/step >27, 545/693, d1=0.379, d2=0.535 g=3.070 2/2 [==============================] - 0s 14ms/step >27, 546/693, d1=0.422, d2=0.388 g=2.422 2/2 [==============================] - 0s 13ms/step >27, 547/693, d1=0.531, d2=0.351 g=2.365 2/2 [==============================] - 0s 14ms/step >27, 548/693, d1=0.275, d2=0.369 g=2.288 2/2 [==============================] - 0s 13ms/step >27, 549/693, d1=0.467, d2=0.399 g=2.613 2/2 [==============================] - 0s 13ms/step >27, 550/693, d1=0.432, d2=0.334 g=2.701 2/2 [==============================] - 0s 14ms/step >27, 551/693, d1=0.541, d2=0.452 g=1.984 2/2 [==============================] - 0s 14ms/step >27, 552/693, d1=0.270, d2=0.381 g=2.478 2/2 [==============================] - 0s 13ms/step >27, 553/693, d1=0.421, d2=0.433 g=2.659 2/2 [==============================] - 0s 13ms/step >27, 554/693, d1=0.442, d2=0.352 g=2.619 2/2 [==============================] - 0s 13ms/step >27, 555/693, d1=0.402, d2=0.396 g=2.504 2/2 [==============================] - 0s 13ms/step >27, 556/693, d1=0.433, d2=0.346 g=2.476 2/2 [==============================] - 0s 13ms/step >27, 557/693, d1=0.419, d2=0.373 g=2.447 2/2 [==============================] - 0s 13ms/step >27, 558/693, d1=0.504, d2=0.474 g=2.703 2/2 [==============================] - 0s 13ms/step >27, 559/693, d1=0.540, d2=0.351 g=2.865 2/2 [==============================] - 0s 14ms/step >27, 560/693, d1=0.299, d2=0.294 g=2.184 2/2 [==============================] - 0s 12ms/step >27, 561/693, d1=0.362, d2=0.382 g=2.520 2/2 [==============================] - 0s 13ms/step >27, 562/693, d1=0.435, d2=0.321 g=2.037 2/2 [==============================] - 0s 13ms/step >27, 563/693, d1=0.408, d2=0.400 g=2.292 2/2 [==============================] - 0s 13ms/step >27, 564/693, d1=0.503, d2=0.500 g=2.626 2/2 [==============================] - 0s 13ms/step >27, 565/693, d1=0.380, d2=0.367 g=2.301 2/2 [==============================] - 0s 12ms/step >27, 566/693, d1=0.495, d2=0.272 g=2.458 2/2 [==============================] - 0s 12ms/step >27, 567/693, d1=0.395, d2=0.464 g=2.612 2/2 [==============================] - 0s 12ms/step >27, 568/693, d1=0.402, d2=0.410 g=2.286 2/2 [==============================] - 0s 13ms/step >27, 569/693, d1=0.565, d2=0.424 g=1.960 2/2 [==============================] - 0s 12ms/step >27, 570/693, d1=0.441, d2=0.446 g=2.563 2/2 [==============================] - 0s 13ms/step >27, 571/693, d1=0.418, d2=0.357 g=2.458 2/2 [==============================] - 0s 14ms/step >27, 572/693, d1=0.486, d2=0.367 g=2.458 2/2 [==============================] - 0s 14ms/step >27, 573/693, d1=0.548, d2=0.504 g=2.022 2/2 [==============================] - 0s 12ms/step >27, 574/693, d1=0.395, d2=0.424 g=2.118 2/2 [==============================] - 0s 12ms/step >27, 575/693, d1=0.411, d2=0.293 g=2.566 2/2 [==============================] - 0s 13ms/step >27, 576/693, d1=0.395, d2=0.413 g=2.510 2/2 [==============================] - 0s 13ms/step >27, 577/693, d1=0.523, d2=0.379 g=2.691 2/2 [==============================] - 0s 14ms/step >27, 578/693, d1=0.444, d2=0.359 g=2.646 2/2 [==============================] - 0s 13ms/step >27, 579/693, d1=0.414, d2=0.295 g=2.459 2/2 [==============================] - 0s 13ms/step >27, 580/693, d1=0.390, d2=0.495 g=2.186 2/2 [==============================] - 0s 13ms/step >27, 581/693, d1=0.417, d2=0.413 g=2.194 2/2 [==============================] - 0s 13ms/step >27, 582/693, d1=0.363, d2=0.400 g=1.994 2/2 [==============================] - 0s 14ms/step >27, 583/693, d1=0.481, d2=0.371 g=2.532 2/2 [==============================] - 0s 14ms/step >27, 584/693, d1=0.457, d2=0.386 g=2.034 2/2 [==============================] - 0s 13ms/step >27, 585/693, d1=0.331, d2=0.312 g=2.445 2/2 [==============================] - 0s 13ms/step >27, 586/693, d1=0.403, d2=0.412 g=2.472 2/2 [==============================] - 0s 13ms/step >27, 587/693, d1=0.437, d2=0.409 g=2.184 2/2 [==============================] - 0s 13ms/step >27, 588/693, d1=0.465, d2=0.471 g=2.253 2/2 [==============================] - 0s 15ms/step >27, 589/693, d1=0.566, d2=0.341 g=2.144 2/2 [==============================] - 0s 14ms/step >27, 590/693, d1=0.343, d2=0.376 g=2.476 2/2 [==============================] - 0s 13ms/step >27, 591/693, d1=0.410, d2=0.424 g=2.758 2/2 [==============================] - 0s 13ms/step >27, 592/693, d1=0.496, d2=0.346 g=2.822 2/2 [==============================] - 0s 12ms/step >27, 593/693, d1=0.622, d2=0.361 g=2.325 2/2 [==============================] - 0s 14ms/step >27, 594/693, d1=0.430, d2=0.386 g=2.000 2/2 [==============================] - 0s 13ms/step >27, 595/693, d1=0.376, d2=0.493 g=2.297 2/2 [==============================] - 0s 14ms/step >27, 596/693, d1=0.399, d2=0.368 g=2.189 2/2 [==============================] - 0s 13ms/step >27, 597/693, d1=0.420, d2=0.427 g=2.447 2/2 [==============================] - 0s 13ms/step >27, 598/693, d1=0.446, d2=0.322 g=2.786 2/2 [==============================] - 0s 13ms/step >27, 599/693, d1=0.414, d2=0.491 g=2.186 2/2 [==============================] - 0s 13ms/step >27, 600/693, d1=0.404, d2=0.304 g=1.759 2/2 [==============================] - 0s 13ms/step >27, 601/693, d1=0.515, d2=0.408 g=2.252 2/2 [==============================] - 0s 12ms/step >27, 602/693, d1=0.367, d2=0.343 g=2.309 2/2 [==============================] - 0s 13ms/step >27, 603/693, d1=0.344, d2=0.354 g=2.002 2/2 [==============================] - 0s 13ms/step >27, 604/693, d1=0.429, d2=0.480 g=2.365 2/2 [==============================] - 0s 12ms/step >27, 605/693, d1=0.348, d2=0.331 g=2.737 2/2 [==============================] - 0s 13ms/step >27, 606/693, d1=0.473, d2=0.330 g=2.104 2/2 [==============================] - 0s 11ms/step >27, 607/693, d1=0.352, d2=0.508 g=2.427 2/2 [==============================] - 0s 13ms/step >27, 608/693, d1=0.404, d2=0.360 g=2.479 2/2 [==============================] - 0s 12ms/step >27, 609/693, d1=0.525, d2=0.319 g=2.501 2/2 [==============================] - 0s 13ms/step >27, 610/693, d1=0.414, d2=0.385 g=2.162 2/2 [==============================] - 0s 13ms/step >27, 611/693, d1=0.414, d2=0.550 g=2.294 2/2 [==============================] - 0s 12ms/step >27, 612/693, d1=0.507, d2=0.458 g=2.066 2/2 [==============================] - 0s 13ms/step >27, 613/693, d1=0.409, d2=0.345 g=2.431 2/2 [==============================] - 0s 13ms/step >27, 614/693, d1=0.461, d2=0.333 g=2.391 2/2 [==============================] - 0s 14ms/step >27, 615/693, d1=0.554, d2=0.385 g=1.966 2/2 [==============================] - 0s 14ms/step >27, 616/693, d1=0.367, d2=0.660 g=2.454 2/2 [==============================] - 0s 13ms/step >27, 617/693, d1=0.460, d2=0.321 g=2.274 2/2 [==============================] - 0s 13ms/step >27, 618/693, d1=0.427, d2=0.329 g=2.608 2/2 [==============================] - 0s 13ms/step >27, 619/693, d1=0.457, d2=0.326 g=2.168 2/2 [==============================] - 0s 13ms/step >27, 620/693, d1=0.299, d2=0.394 g=2.246 2/2 [==============================] - 0s 13ms/step >27, 621/693, d1=0.308, d2=0.273 g=2.852 2/2 [==============================] - 0s 13ms/step >27, 622/693, d1=0.437, d2=0.387 g=2.746 2/2 [==============================] - 0s 13ms/step >27, 623/693, d1=0.509, d2=0.355 g=2.553 2/2 [==============================] - 0s 13ms/step >27, 624/693, d1=0.614, d2=0.404 g=2.196 2/2 [==============================] - 0s 11ms/step >27, 625/693, d1=0.398, d2=0.457 g=2.324 2/2 [==============================] - 0s 13ms/step >27, 626/693, d1=0.426, d2=0.327 g=2.688 2/2 [==============================] - 0s 14ms/step >27, 627/693, d1=0.593, d2=0.499 g=2.336 2/2 [==============================] - 0s 15ms/step >27, 628/693, d1=0.398, d2=0.563 g=2.747 2/2 [==============================] - 0s 13ms/step >27, 629/693, d1=0.460, d2=0.379 g=2.347 2/2 [==============================] - 0s 13ms/step >27, 630/693, d1=0.356, d2=0.437 g=2.245 2/2 [==============================] - 0s 13ms/step >27, 631/693, d1=0.430, d2=0.371 g=2.628 2/2 [==============================] - 0s 12ms/step >27, 632/693, d1=0.393, d2=0.366 g=2.387 2/2 [==============================] - 0s 13ms/step >27, 633/693, d1=0.441, d2=0.357 g=2.168 2/2 [==============================] - 0s 15ms/step >27, 634/693, d1=0.510, d2=0.373 g=2.145 2/2 [==============================] - 0s 12ms/step >27, 635/693, d1=0.376, d2=0.403 g=2.210 2/2 [==============================] - 0s 12ms/step >27, 636/693, d1=0.409, d2=0.364 g=2.543 2/2 [==============================] - 0s 12ms/step >27, 637/693, d1=0.419, d2=0.311 g=2.527 2/2 [==============================] - 0s 13ms/step >27, 638/693, d1=0.507, d2=0.457 g=1.996 2/2 [==============================] - 0s 12ms/step >27, 639/693, d1=0.492, d2=0.422 g=2.089 2/2 [==============================] - 0s 13ms/step >27, 640/693, d1=0.279, d2=0.399 g=2.535 2/2 [==============================] - 0s 13ms/step >27, 641/693, d1=0.552, d2=0.402 g=2.657 2/2 [==============================] - 0s 13ms/step >27, 642/693, d1=0.570, d2=0.332 g=2.140 2/2 [==============================] - 0s 13ms/step >27, 643/693, d1=0.457, d2=0.434 g=1.801 2/2 [==============================] - 0s 12ms/step >27, 644/693, d1=0.460, d2=0.463 g=2.131 2/2 [==============================] - 0s 12ms/step >27, 645/693, d1=0.309, d2=0.434 g=2.338 2/2 [==============================] - 0s 14ms/step >27, 646/693, d1=0.467, d2=0.335 g=2.727 2/2 [==============================] - 0s 13ms/step >27, 647/693, d1=0.580, d2=0.357 g=2.369 2/2 [==============================] - 0s 12ms/step >27, 648/693, d1=0.473, d2=0.459 g=2.637 2/2 [==============================] - 0s 12ms/step >27, 649/693, d1=0.263, d2=0.274 g=2.427 2/2 [==============================] - 0s 14ms/step >27, 650/693, d1=0.398, d2=0.378 g=2.790 2/2 [==============================] - 0s 12ms/step >27, 651/693, d1=0.451, d2=0.254 g=2.027 2/2 [==============================] - 0s 13ms/step >27, 652/693, d1=0.313, d2=0.467 g=2.591 2/2 [==============================] - 0s 13ms/step >27, 653/693, d1=0.598, d2=0.343 g=1.977 2/2 [==============================] - 0s 14ms/step >27, 654/693, d1=0.461, d2=0.393 g=2.417 2/2 [==============================] - 0s 13ms/step >27, 655/693, d1=0.410, d2=0.445 g=2.764 2/2 [==============================] - 0s 13ms/step >27, 656/693, d1=0.340, d2=0.442 g=2.484 2/2 [==============================] - 0s 12ms/step >27, 657/693, d1=0.427, d2=0.341 g=3.027 2/2 [==============================] - 0s 13ms/step >27, 658/693, d1=0.566, d2=0.370 g=2.464 2/2 [==============================] - 0s 12ms/step >27, 659/693, d1=0.330, d2=0.364 g=2.113 2/2 [==============================] - 0s 14ms/step >27, 660/693, d1=0.404, d2=0.386 g=2.494 2/2 [==============================] - 0s 13ms/step >27, 661/693, d1=0.410, d2=0.386 g=2.523 2/2 [==============================] - 0s 13ms/step >27, 662/693, d1=0.445, d2=0.484 g=2.747 2/2 [==============================] - 0s 13ms/step >27, 663/693, d1=0.535, d2=0.394 g=2.302 2/2 [==============================] - 0s 11ms/step >27, 664/693, d1=0.527, d2=0.330 g=2.254 2/2 [==============================] - 0s 13ms/step >27, 665/693, d1=0.387, d2=0.373 g=2.342 2/2 [==============================] - 0s 14ms/step >27, 666/693, d1=0.290, d2=0.423 g=2.301 2/2 [==============================] - 0s 13ms/step >27, 667/693, d1=0.405, d2=0.350 g=3.236 2/2 [==============================] - 0s 13ms/step >27, 668/693, d1=0.579, d2=0.342 g=2.174 2/2 [==============================] - 0s 11ms/step >27, 669/693, d1=0.374, d2=0.331 g=2.944 2/2 [==============================] - 0s 13ms/step >27, 670/693, d1=0.520, d2=0.416 g=2.044 2/2 [==============================] - 0s 13ms/step >27, 671/693, d1=0.412, d2=0.433 g=2.239 2/2 [==============================] - 0s 13ms/step >27, 672/693, d1=0.375, d2=0.325 g=3.141 2/2 [==============================] - 0s 14ms/step >27, 673/693, d1=0.478, d2=0.349 g=2.540 2/2 [==============================] - 0s 13ms/step >27, 674/693, d1=0.386, d2=0.377 g=2.167 2/2 [==============================] - 0s 12ms/step >27, 675/693, d1=0.460, d2=0.331 g=2.110 2/2 [==============================] - 0s 13ms/step >27, 676/693, d1=0.405, d2=0.373 g=2.661 2/2 [==============================] - 0s 12ms/step >27, 677/693, d1=0.573, d2=0.400 g=2.071 2/2 [==============================] - 0s 14ms/step >27, 678/693, d1=0.451, d2=0.430 g=1.908 2/2 [==============================] - 0s 13ms/step >27, 679/693, d1=0.376, d2=0.464 g=2.331 2/2 [==============================] - 0s 12ms/step >27, 680/693, d1=0.308, d2=0.325 g=2.431 2/2 [==============================] - 0s 14ms/step >27, 681/693, d1=0.539, d2=0.381 g=2.827 2/2 [==============================] - 0s 13ms/step >27, 682/693, d1=0.439, d2=0.432 g=2.174 2/2 [==============================] - 0s 14ms/step >27, 683/693, d1=0.528, d2=0.344 g=2.149 2/2 [==============================] - 0s 14ms/step >27, 684/693, d1=0.344, d2=0.420 g=2.231 2/2 [==============================] - 0s 15ms/step >27, 685/693, d1=0.415, d2=0.408 g=2.545 2/2 [==============================] - 0s 12ms/step >27, 686/693, d1=0.460, d2=0.451 g=2.692 2/2 [==============================] - 0s 12ms/step >27, 687/693, d1=0.469, d2=0.396 g=2.864 2/2 [==============================] - 0s 12ms/step >27, 688/693, d1=0.375, d2=0.347 g=2.267 2/2 [==============================] - 0s 12ms/step >27, 689/693, d1=0.486, d2=0.432 g=2.179 2/2 [==============================] - 0s 13ms/step >27, 690/693, d1=0.460, d2=0.273 g=2.853 2/2 [==============================] - 0s 13ms/step >27, 691/693, d1=0.537, d2=0.378 g=2.587 2/2 [==============================] - 0s 12ms/step >27, 692/693, d1=0.299, d2=0.370 g=2.609 2/2 [==============================] - 0s 13ms/step >27, 693/693, d1=0.434, d2=0.340 g=2.624 2/2 [==============================] - 0s 12ms/step >28, 1/693, d1=0.357, d2=0.395 g=2.384 2/2 [==============================] - 0s 12ms/step >28, 2/693, d1=0.380, d2=0.439 g=2.136 2/2 [==============================] - 0s 14ms/step >28, 3/693, d1=0.406, d2=0.376 g=2.038 2/2 [==============================] - 0s 13ms/step >28, 4/693, d1=0.498, d2=0.445 g=3.080 2/2 [==============================] - 0s 12ms/step >28, 5/693, d1=0.436, d2=0.362 g=2.020 2/2 [==============================] - 0s 11ms/step >28, 6/693, d1=0.503, d2=0.436 g=2.661 2/2 [==============================] - 0s 13ms/step >28, 7/693, d1=0.376, d2=0.297 g=2.477 2/2 [==============================] - 0s 13ms/step >28, 8/693, d1=0.599, d2=0.456 g=2.261 2/2 [==============================] - 0s 14ms/step >28, 9/693, d1=0.260, d2=0.510 g=2.718 2/2 [==============================] - 0s 13ms/step >28, 10/693, d1=0.447, d2=0.452 g=3.256 2/2 [==============================] - 0s 14ms/step >28, 11/693, d1=0.506, d2=0.358 g=2.565 2/2 [==============================] - 0s 13ms/step >28, 12/693, d1=0.604, d2=0.305 g=1.946 2/2 [==============================] - 0s 13ms/step >28, 13/693, d1=0.402, d2=0.430 g=2.537 2/2 [==============================] - 0s 13ms/step >28, 14/693, d1=0.379, d2=0.338 g=2.809 2/2 [==============================] - 0s 13ms/step >28, 15/693, d1=0.427, d2=0.398 g=2.420 2/2 [==============================] - 0s 14ms/step >28, 16/693, d1=0.363, d2=0.394 g=2.404 2/2 [==============================] - 0s 12ms/step >28, 17/693, d1=0.455, d2=0.347 g=2.592 2/2 [==============================] - 0s 13ms/step >28, 18/693, d1=0.340, d2=0.388 g=2.556 2/2 [==============================] - 0s 13ms/step >28, 19/693, d1=0.461, d2=0.374 g=2.595 2/2 [==============================] - 0s 12ms/step >28, 20/693, d1=0.426, d2=0.482 g=1.936 2/2 [==============================] - 0s 14ms/step >28, 21/693, d1=0.398, d2=0.481 g=2.619 2/2 [==============================] - 0s 14ms/step >28, 22/693, d1=0.561, d2=0.347 g=2.664 2/2 [==============================] - 0s 12ms/step >28, 23/693, d1=0.581, d2=0.437 g=2.103 2/2 [==============================] - 0s 13ms/step >28, 24/693, d1=0.333, d2=0.466 g=2.692 2/2 [==============================] - 0s 14ms/step >28, 25/693, d1=0.349, d2=0.329 g=2.390 2/2 [==============================] - 0s 12ms/step >28, 26/693, d1=0.610, d2=0.426 g=2.585 2/2 [==============================] - 0s 14ms/step >28, 27/693, d1=0.514, d2=0.361 g=3.159 2/2 [==============================] - 0s 14ms/step >28, 28/693, d1=0.369, d2=0.369 g=2.664 2/2 [==============================] - 0s 14ms/step >28, 29/693, d1=0.281, d2=0.399 g=2.725 2/2 [==============================] - 0s 12ms/step >28, 30/693, d1=0.722, d2=0.346 g=2.129 2/2 [==============================] - 0s 14ms/step >28, 31/693, d1=0.428, d2=0.364 g=2.515 2/2 [==============================] - 0s 13ms/step >28, 32/693, d1=0.423, d2=0.439 g=2.868 2/2 [==============================] - 0s 12ms/step >28, 33/693, d1=0.322, d2=0.389 g=2.366 2/2 [==============================] - 0s 12ms/step >28, 34/693, d1=0.453, d2=0.339 g=2.283 2/2 [==============================] - 0s 13ms/step >28, 35/693, d1=0.401, d2=0.447 g=2.697 2/2 [==============================] - 0s 14ms/step >28, 36/693, d1=0.557, d2=0.401 g=2.384 2/2 [==============================] - 0s 14ms/step >28, 37/693, d1=0.433, d2=0.416 g=2.361 2/2 [==============================] - 0s 13ms/step >28, 38/693, d1=0.431, d2=0.430 g=2.644 2/2 [==============================] - 0s 12ms/step >28, 39/693, d1=0.467, d2=0.378 g=2.596 2/2 [==============================] - 0s 12ms/step >28, 40/693, d1=0.399, d2=0.355 g=3.050 2/2 [==============================] - 0s 12ms/step >28, 41/693, d1=0.445, d2=0.359 g=2.477 2/2 [==============================] - 0s 12ms/step >28, 42/693, d1=0.403, d2=0.424 g=2.724 2/2 [==============================] - 0s 13ms/step >28, 43/693, d1=0.405, d2=0.334 g=2.624 2/2 [==============================] - 0s 10ms/step >28, 44/693, d1=0.579, d2=0.355 g=2.576 2/2 [==============================] - 0s 14ms/step >28, 45/693, d1=0.468, d2=0.324 g=2.154 2/2 [==============================] - 0s 13ms/step >28, 46/693, d1=0.370, d2=0.414 g=2.374 2/2 [==============================] - 0s 12ms/step >28, 47/693, d1=0.431, d2=0.504 g=2.512 2/2 [==============================] - 0s 12ms/step >28, 48/693, d1=0.601, d2=0.372 g=2.412 2/2 [==============================] - 0s 12ms/step >28, 49/693, d1=0.443, d2=0.376 g=1.833 2/2 [==============================] - 0s 12ms/step >28, 50/693, d1=0.372, d2=0.454 g=2.304 2/2 [==============================] - 0s 13ms/step >28, 51/693, d1=0.336, d2=0.356 g=2.435 2/2 [==============================] - 0s 13ms/step >28, 52/693, d1=0.345, d2=0.354 g=2.294 2/2 [==============================] - 0s 13ms/step >28, 53/693, d1=0.466, d2=0.432 g=2.888 2/2 [==============================] - 0s 13ms/step >28, 54/693, d1=0.482, d2=0.425 g=2.233 2/2 [==============================] - 0s 12ms/step >28, 55/693, d1=0.338, d2=0.355 g=2.741 2/2 [==============================] - 0s 12ms/step >28, 56/693, d1=0.594, d2=0.402 g=2.042 2/2 [==============================] - 0s 12ms/step >28, 57/693, d1=0.408, d2=0.395 g=2.422 2/2 [==============================] - 0s 13ms/step >28, 58/693, d1=0.413, d2=0.313 g=2.702 2/2 [==============================] - 0s 13ms/step >28, 59/693, d1=0.517, d2=0.461 g=2.310 2/2 [==============================] - 0s 13ms/step >28, 60/693, d1=0.448, d2=0.423 g=2.808 2/2 [==============================] - 0s 12ms/step >28, 61/693, d1=0.386, d2=0.413 g=2.478 2/2 [==============================] - 0s 13ms/step >28, 62/693, d1=0.475, d2=0.318 g=2.373 2/2 [==============================] - 0s 14ms/step >28, 63/693, d1=0.339, d2=0.338 g=2.228 2/2 [==============================] - 0s 14ms/step >28, 64/693, d1=0.434, d2=0.370 g=2.702 2/2 [==============================] - 0s 14ms/step >28, 65/693, d1=0.372, d2=0.405 g=2.860 2/2 [==============================] - 0s 14ms/step >28, 66/693, d1=0.341, d2=0.345 g=2.436 2/2 [==============================] - 0s 14ms/step >28, 67/693, d1=0.411, d2=0.360 g=2.533 2/2 [==============================] - 0s 13ms/step >28, 68/693, d1=0.525, d2=0.360 g=2.605 2/2 [==============================] - 0s 13ms/step >28, 69/693, d1=0.346, d2=0.535 g=2.645 2/2 [==============================] - 0s 13ms/step >28, 70/693, d1=0.375, d2=0.425 g=3.004 2/2 [==============================] - 0s 12ms/step >28, 71/693, d1=0.414, d2=0.267 g=2.668 2/2 [==============================] - 0s 13ms/step >28, 72/693, d1=0.360, d2=0.327 g=2.309 2/2 [==============================] - 0s 14ms/step >28, 73/693, d1=0.308, d2=0.465 g=2.670 2/2 [==============================] - 0s 12ms/step >28, 74/693, d1=0.462, d2=0.318 g=1.955 2/2 [==============================] - 0s 12ms/step >28, 75/693, d1=0.379, d2=0.274 g=2.585 2/2 [==============================] - 0s 13ms/step >28, 76/693, d1=0.424, d2=0.501 g=2.749 2/2 [==============================] - 0s 13ms/step >28, 77/693, d1=0.399, d2=0.283 g=3.067 2/2 [==============================] - 0s 11ms/step >28, 78/693, d1=0.409, d2=0.359 g=2.729 2/2 [==============================] - 0s 13ms/step >28, 79/693, d1=0.415, d2=0.341 g=2.490 2/2 [==============================] - 0s 13ms/step >28, 80/693, d1=0.337, d2=0.284 g=2.468 2/2 [==============================] - 0s 13ms/step >28, 81/693, d1=0.400, d2=0.438 g=2.853 2/2 [==============================] - 0s 14ms/step >28, 82/693, d1=0.393, d2=0.337 g=2.716 2/2 [==============================] - 0s 13ms/step >28, 83/693, d1=0.460, d2=0.353 g=2.256 2/2 [==============================] - 0s 12ms/step >28, 84/693, d1=0.372, d2=0.479 g=2.610 2/2 [==============================] - 0s 14ms/step >28, 85/693, d1=0.595, d2=0.367 g=2.312 2/2 [==============================] - 0s 14ms/step >28, 86/693, d1=0.448, d2=0.537 g=1.902 2/2 [==============================] - 0s 13ms/step >28, 87/693, d1=0.556, d2=0.263 g=2.813 2/2 [==============================] - 0s 13ms/step >28, 88/693, d1=0.302, d2=0.350 g=1.966 2/2 [==============================] - 0s 13ms/step >28, 89/693, d1=0.315, d2=0.534 g=3.322 2/2 [==============================] - 0s 13ms/step >28, 90/693, d1=0.506, d2=0.307 g=3.457 2/2 [==============================] - 0s 14ms/step >28, 91/693, d1=0.580, d2=0.320 g=2.193 2/2 [==============================] - 0s 14ms/step >28, 92/693, d1=0.451, d2=0.376 g=2.584 2/2 [==============================] - 0s 14ms/step >28, 93/693, d1=0.370, d2=0.413 g=2.487 2/2 [==============================] - 0s 13ms/step >28, 94/693, d1=0.523, d2=0.465 g=2.587 2/2 [==============================] - 0s 14ms/step >28, 95/693, d1=0.561, d2=0.370 g=2.125 2/2 [==============================] - 0s 14ms/step >28, 96/693, d1=0.465, d2=0.416 g=1.971 2/2 [==============================] - 0s 12ms/step >28, 97/693, d1=0.389, d2=0.426 g=2.731 2/2 [==============================] - 0s 12ms/step >28, 98/693, d1=0.530, d2=0.344 g=2.230 2/2 [==============================] - 0s 13ms/step >28, 99/693, d1=0.443, d2=0.437 g=2.132 2/2 [==============================] - 0s 13ms/step >28, 100/693, d1=0.438, d2=0.395 g=2.336 2/2 [==============================] - 0s 14ms/step >28, 101/693, d1=0.479, d2=0.413 g=2.158 2/2 [==============================] - 0s 13ms/step >28, 102/693, d1=0.416, d2=0.515 g=2.224 2/2 [==============================] - 0s 12ms/step >28, 103/693, d1=0.408, d2=0.251 g=2.212 2/2 [==============================] - 0s 13ms/step >28, 104/693, d1=0.383, d2=0.333 g=2.226 2/2 [==============================] - 0s 13ms/step >28, 105/693, d1=0.536, d2=0.490 g=1.885 2/2 [==============================] - 0s 12ms/step >28, 106/693, d1=0.322, d2=0.497 g=1.898 2/2 [==============================] - 0s 13ms/step >28, 107/693, d1=0.550, d2=0.402 g=2.634 2/2 [==============================] - 0s 14ms/step >28, 108/693, d1=0.320, d2=0.367 g=3.137 2/2 [==============================] - 0s 14ms/step >28, 109/693, d1=0.498, d2=0.323 g=2.088 2/2 [==============================] - 0s 13ms/step >28, 110/693, d1=0.513, d2=0.377 g=2.225 2/2 [==============================] - 0s 13ms/step >28, 111/693, d1=0.313, d2=0.357 g=2.320 2/2 [==============================] - 0s 11ms/step >28, 112/693, d1=0.537, d2=0.402 g=2.546 2/2 [==============================] - 0s 12ms/step >28, 113/693, d1=0.359, d2=0.433 g=2.844 2/2 [==============================] - 0s 13ms/step >28, 114/693, d1=0.476, d2=0.427 g=3.037 2/2 [==============================] - 0s 14ms/step >28, 115/693, d1=0.491, d2=0.365 g=2.506 2/2 [==============================] - 0s 14ms/step >28, 116/693, d1=0.499, d2=0.417 g=2.217 2/2 [==============================] - 0s 12ms/step >28, 117/693, d1=0.485, d2=0.349 g=2.043 2/2 [==============================] - 0s 13ms/step >28, 118/693, d1=0.485, d2=0.404 g=2.135 2/2 [==============================] - 0s 13ms/step >28, 119/693, d1=0.446, d2=0.465 g=2.412 2/2 [==============================] - 0s 13ms/step >28, 120/693, d1=0.376, d2=0.411 g=2.338 2/2 [==============================] - 0s 14ms/step >28, 121/693, d1=0.468, d2=0.304 g=2.346 2/2 [==============================] - 0s 13ms/step >28, 122/693, d1=0.579, d2=0.486 g=1.861 2/2 [==============================] - 0s 14ms/step >28, 123/693, d1=0.316, d2=0.494 g=2.472 2/2 [==============================] - 0s 14ms/step >28, 124/693, d1=0.452, d2=0.330 g=2.124 2/2 [==============================] - 0s 13ms/step >28, 125/693, d1=0.332, d2=0.379 g=2.173 2/2 [==============================] - 0s 12ms/step >28, 126/693, d1=0.512, d2=0.273 g=2.288 2/2 [==============================] - 0s 13ms/step >28, 127/693, d1=0.476, d2=0.343 g=2.208 2/2 [==============================] - 0s 13ms/step >28, 128/693, d1=0.442, d2=0.612 g=2.765 2/2 [==============================] - 0s 13ms/step >28, 129/693, d1=0.381, d2=0.388 g=2.672 2/2 [==============================] - 0s 14ms/step >28, 130/693, d1=0.661, d2=0.358 g=2.301 2/2 [==============================] - 0s 13ms/step >28, 131/693, d1=0.288, d2=0.314 g=1.996 2/2 [==============================] - 0s 14ms/step >28, 132/693, d1=0.332, d2=0.566 g=2.616 2/2 [==============================] - 0s 12ms/step >28, 133/693, d1=0.463, d2=0.255 g=2.584 2/2 [==============================] - 0s 12ms/step >28, 134/693, d1=0.551, d2=0.366 g=2.840 2/2 [==============================] - 0s 13ms/step >28, 135/693, d1=0.447, d2=0.407 g=2.029 2/2 [==============================] - 0s 15ms/step >28, 136/693, d1=0.385, d2=0.320 g=3.402 2/2 [==============================] - 0s 14ms/step >28, 137/693, d1=0.501, d2=0.363 g=2.626 2/2 [==============================] - 0s 13ms/step >28, 138/693, d1=0.477, d2=0.427 g=2.221 2/2 [==============================] - 0s 12ms/step >28, 139/693, d1=0.340, d2=0.351 g=2.061 2/2 [==============================] - 0s 12ms/step >28, 140/693, d1=0.418, d2=0.443 g=2.916 2/2 [==============================] - 0s 14ms/step >28, 141/693, d1=0.459, d2=0.367 g=2.419 2/2 [==============================] - 0s 13ms/step >28, 142/693, d1=0.366, d2=0.355 g=2.218 2/2 [==============================] - 0s 12ms/step >28, 143/693, d1=0.482, d2=0.399 g=1.814 2/2 [==============================] - 0s 12ms/step >28, 144/693, d1=0.432, d2=0.377 g=2.222 2/2 [==============================] - 0s 12ms/step >28, 145/693, d1=0.429, d2=0.378 g=2.395 2/2 [==============================] - 0s 12ms/step >28, 146/693, d1=0.415, d2=0.378 g=2.565 2/2 [==============================] - 0s 15ms/step >28, 147/693, d1=0.443, d2=0.272 g=2.255 2/2 [==============================] - 0s 13ms/step >28, 148/693, d1=0.525, d2=0.397 g=1.941 2/2 [==============================] - 0s 13ms/step >28, 149/693, d1=0.305, d2=0.419 g=2.298 2/2 [==============================] - 0s 12ms/step >28, 150/693, d1=0.432, d2=0.414 g=2.408 2/2 [==============================] - 0s 12ms/step >28, 151/693, d1=0.371, d2=0.256 g=2.799 2/2 [==============================] - 0s 12ms/step >28, 152/693, d1=0.459, d2=0.411 g=2.058 2/2 [==============================] - 0s 11ms/step >28, 153/693, d1=0.410, d2=0.397 g=2.538 2/2 [==============================] - 0s 13ms/step >28, 154/693, d1=0.388, d2=0.385 g=2.380 2/2 [==============================] - 0s 13ms/step >28, 155/693, d1=0.410, d2=0.366 g=2.132 2/2 [==============================] - 0s 13ms/step >28, 156/693, d1=0.543, d2=0.454 g=2.387 2/2 [==============================] - 0s 13ms/step >28, 157/693, d1=0.493, d2=0.363 g=2.043 2/2 [==============================] - 0s 11ms/step >28, 158/693, d1=0.360, d2=0.320 g=3.620 2/2 [==============================] - 0s 13ms/step >28, 159/693, d1=0.374, d2=0.353 g=2.120 2/2 [==============================] - 0s 15ms/step >28, 160/693, d1=0.526, d2=0.380 g=2.929 2/2 [==============================] - 0s 13ms/step >28, 161/693, d1=0.385, d2=0.382 g=2.672 2/2 [==============================] - 0s 12ms/step >28, 162/693, d1=0.523, d2=0.373 g=2.515 2/2 [==============================] - 0s 13ms/step >28, 163/693, d1=0.340, d2=0.368 g=2.386 2/2 [==============================] - 0s 14ms/step >28, 164/693, d1=0.543, d2=0.408 g=1.759 2/2 [==============================] - 0s 13ms/step >28, 165/693, d1=0.431, d2=0.452 g=2.157 2/2 [==============================] - 0s 12ms/step >28, 166/693, d1=0.305, d2=0.320 g=2.248 2/2 [==============================] - 0s 12ms/step >28, 167/693, d1=0.337, d2=0.431 g=2.408 2/2 [==============================] - 0s 13ms/step >28, 168/693, d1=0.584, d2=0.394 g=2.929 2/2 [==============================] - 0s 14ms/step >28, 169/693, d1=0.447, d2=0.223 g=2.597 2/2 [==============================] - 0s 13ms/step >28, 170/693, d1=0.599, d2=0.435 g=2.296 2/2 [==============================] - 0s 13ms/step >28, 171/693, d1=0.520, d2=0.486 g=2.463 2/2 [==============================] - 0s 13ms/step >28, 172/693, d1=0.458, d2=0.424 g=2.353 2/2 [==============================] - 0s 13ms/step >28, 173/693, d1=0.596, d2=0.591 g=2.286 2/2 [==============================] - 0s 14ms/step >28, 174/693, d1=0.369, d2=0.323 g=2.320 2/2 [==============================] - 0s 14ms/step >28, 175/693, d1=0.489, d2=0.343 g=2.221 2/2 [==============================] - 0s 13ms/step >28, 176/693, d1=0.512, d2=0.443 g=2.142 2/2 [==============================] - 0s 14ms/step >28, 177/693, d1=0.306, d2=0.332 g=1.983 2/2 [==============================] - 0s 14ms/step >28, 178/693, d1=0.431, d2=0.558 g=2.599 2/2 [==============================] - 0s 13ms/step >28, 179/693, d1=0.382, d2=0.225 g=2.190 2/2 [==============================] - 0s 13ms/step >28, 180/693, d1=0.401, d2=0.453 g=2.553 2/2 [==============================] - 0s 12ms/step >28, 181/693, d1=0.359, d2=0.293 g=2.536 2/2 [==============================] - 0s 12ms/step >28, 182/693, d1=0.471, d2=0.418 g=2.292 2/2 [==============================] - 0s 12ms/step >28, 183/693, d1=0.367, d2=0.419 g=2.304 2/2 [==============================] - 0s 14ms/step >28, 184/693, d1=0.418, d2=0.438 g=2.614 2/2 [==============================] - 0s 14ms/step >28, 185/693, d1=0.463, d2=0.399 g=2.529 2/2 [==============================] - 0s 13ms/step >28, 186/693, d1=0.416, d2=0.354 g=2.684 2/2 [==============================] - 0s 13ms/step >28, 187/693, d1=0.347, d2=0.401 g=2.681 2/2 [==============================] - 0s 14ms/step >28, 188/693, d1=0.399, d2=0.375 g=2.797 2/2 [==============================] - 0s 13ms/step >28, 189/693, d1=0.408, d2=0.345 g=2.676 2/2 [==============================] - 0s 14ms/step >28, 190/693, d1=0.400, d2=0.299 g=2.742 2/2 [==============================] - 0s 13ms/step >28, 191/693, d1=0.461, d2=0.306 g=2.037 2/2 [==============================] - 0s 14ms/step >28, 192/693, d1=0.418, d2=0.428 g=2.886 2/2 [==============================] - 0s 13ms/step >28, 193/693, d1=0.404, d2=0.440 g=2.450 2/2 [==============================] - 0s 13ms/step >28, 194/693, d1=0.298, d2=0.351 g=2.454 2/2 [==============================] - 0s 13ms/step >28, 195/693, d1=0.453, d2=0.313 g=2.741 2/2 [==============================] - 0s 12ms/step >28, 196/693, d1=0.506, d2=0.366 g=2.832 2/2 [==============================] - 0s 13ms/step >28, 197/693, d1=0.309, d2=0.299 g=2.587 2/2 [==============================] - 0s 14ms/step >28, 198/693, d1=0.532, d2=0.451 g=2.253 2/2 [==============================] - 0s 12ms/step >28, 199/693, d1=0.420, d2=0.315 g=2.954 2/2 [==============================] - 0s 11ms/step >28, 200/693, d1=0.473, d2=0.392 g=2.400 2/2 [==============================] - 0s 13ms/step >28, 201/693, d1=0.445, d2=0.458 g=2.571 2/2 [==============================] - 0s 13ms/step >28, 202/693, d1=0.356, d2=0.273 g=2.719 2/2 [==============================] - 0s 13ms/step >28, 203/693, d1=0.472, d2=0.337 g=2.789 2/2 [==============================] - 0s 12ms/step >28, 204/693, d1=0.392, d2=0.472 g=3.032 2/2 [==============================] - 0s 13ms/step >28, 205/693, d1=0.382, d2=0.338 g=2.828 2/2 [==============================] - 0s 13ms/step >28, 206/693, d1=0.549, d2=0.399 g=2.483 2/2 [==============================] - 0s 13ms/step >28, 207/693, d1=0.442, d2=0.407 g=2.665 2/2 [==============================] - 0s 13ms/step >28, 208/693, d1=0.444, d2=0.384 g=2.577 2/2 [==============================] - 0s 13ms/step >28, 209/693, d1=0.488, d2=0.438 g=2.504 2/2 [==============================] - 0s 13ms/step >28, 210/693, d1=0.297, d2=0.343 g=2.227 2/2 [==============================] - 0s 12ms/step >28, 211/693, d1=0.518, d2=0.465 g=2.672 2/2 [==============================] - 0s 14ms/step >28, 212/693, d1=0.454, d2=0.287 g=2.436 2/2 [==============================] - 0s 12ms/step >28, 213/693, d1=0.526, d2=0.423 g=2.118 2/2 [==============================] - 0s 12ms/step >28, 214/693, d1=0.290, d2=0.406 g=3.665 2/2 [==============================] - 0s 13ms/step >28, 215/693, d1=0.517, d2=0.592 g=3.106 2/2 [==============================] - 0s 13ms/step >28, 216/693, d1=0.464, d2=0.323 g=3.041 2/2 [==============================] - 0s 12ms/step >28, 217/693, d1=0.501, d2=0.436 g=2.707 2/2 [==============================] - 0s 13ms/step >28, 218/693, d1=0.460, d2=0.394 g=2.481 2/2 [==============================] - 0s 13ms/step >28, 219/693, d1=0.403, d2=0.500 g=2.809 2/2 [==============================] - 0s 13ms/step >28, 220/693, d1=0.545, d2=0.244 g=2.758 2/2 [==============================] - 0s 15ms/step >28, 221/693, d1=0.444, d2=0.383 g=2.288 2/2 [==============================] - 0s 12ms/step >28, 222/693, d1=0.480, d2=0.455 g=2.309 2/2 [==============================] - 0s 14ms/step >28, 223/693, d1=0.332, d2=0.416 g=2.362 2/2 [==============================] - 0s 13ms/step >28, 224/693, d1=0.403, d2=0.457 g=3.317 2/2 [==============================] - 0s 13ms/step >28, 225/693, d1=0.508, d2=0.323 g=2.467 2/2 [==============================] - 0s 12ms/step >28, 226/693, d1=0.595, d2=0.356 g=2.660 2/2 [==============================] - 0s 13ms/step >28, 227/693, d1=0.373, d2=0.364 g=2.822 2/2 [==============================] - 0s 12ms/step >28, 228/693, d1=0.316, d2=0.428 g=2.560 2/2 [==============================] - 0s 13ms/step >28, 229/693, d1=0.307, d2=0.297 g=2.556 2/2 [==============================] - 0s 14ms/step >28, 230/693, d1=0.627, d2=0.356 g=2.640 2/2 [==============================] - 0s 13ms/step >28, 231/693, d1=0.397, d2=0.569 g=2.281 2/2 [==============================] - 0s 15ms/step >28, 232/693, d1=0.463, d2=0.372 g=1.978 2/2 [==============================] - 0s 13ms/step >28, 233/693, d1=0.621, d2=0.307 g=2.323 2/2 [==============================] - 0s 12ms/step >28, 234/693, d1=0.417, d2=0.459 g=1.774 2/2 [==============================] - 0s 12ms/step >28, 235/693, d1=0.432, d2=0.430 g=2.822 2/2 [==============================] - 0s 13ms/step >28, 236/693, d1=0.342, d2=0.319 g=2.622 2/2 [==============================] - 0s 12ms/step >28, 237/693, d1=0.465, d2=0.383 g=2.378 2/2 [==============================] - 0s 12ms/step >28, 238/693, d1=0.378, d2=0.420 g=2.085 2/2 [==============================] - 0s 11ms/step >28, 239/693, d1=0.349, d2=0.400 g=3.331 2/2 [==============================] - 0s 11ms/step >28, 240/693, d1=0.487, d2=0.294 g=2.308 2/2 [==============================] - 0s 12ms/step >28, 241/693, d1=0.360, d2=0.371 g=2.785 2/2 [==============================] - 0s 14ms/step >28, 242/693, d1=0.383, d2=0.312 g=2.666 2/2 [==============================] - 0s 13ms/step >28, 243/693, d1=0.476, d2=0.412 g=2.430 2/2 [==============================] - 0s 12ms/step >28, 244/693, d1=0.363, d2=0.354 g=2.432 2/2 [==============================] - 0s 13ms/step >28, 245/693, d1=0.397, d2=0.373 g=2.497 2/2 [==============================] - 0s 13ms/step >28, 246/693, d1=0.548, d2=0.455 g=2.114 2/2 [==============================] - 0s 11ms/step >28, 247/693, d1=0.426, d2=0.354 g=2.385 2/2 [==============================] - 0s 14ms/step >28, 248/693, d1=0.484, d2=0.349 g=2.443 2/2 [==============================] - 0s 14ms/step >28, 249/693, d1=0.306, d2=0.439 g=2.121 2/2 [==============================] - 0s 12ms/step >28, 250/693, d1=0.495, d2=0.292 g=2.189 2/2 [==============================] - 0s 13ms/step >28, 251/693, d1=0.592, d2=0.429 g=2.255 2/2 [==============================] - 0s 13ms/step >28, 252/693, d1=0.430, d2=0.374 g=2.250 2/2 [==============================] - 0s 14ms/step >28, 253/693, d1=0.314, d2=0.527 g=2.159 2/2 [==============================] - 0s 14ms/step >28, 254/693, d1=0.525, d2=0.402 g=2.377 2/2 [==============================] - 0s 14ms/step >28, 255/693, d1=0.527, d2=0.474 g=2.591 2/2 [==============================] - 0s 12ms/step >28, 256/693, d1=0.539, d2=0.432 g=2.760 2/2 [==============================] - 0s 14ms/step >28, 257/693, d1=0.433, d2=0.444 g=2.770 2/2 [==============================] - 0s 13ms/step >28, 258/693, d1=0.419, d2=0.326 g=2.082 2/2 [==============================] - 0s 13ms/step >28, 259/693, d1=0.470, d2=0.399 g=2.536 2/2 [==============================] - 0s 13ms/step >28, 260/693, d1=0.399, d2=0.487 g=2.433 2/2 [==============================] - 0s 12ms/step >28, 261/693, d1=0.482, d2=0.484 g=2.355 2/2 [==============================] - 0s 13ms/step >28, 262/693, d1=0.450, d2=0.340 g=2.071 2/2 [==============================] - 0s 11ms/step >28, 263/693, d1=0.330, d2=0.375 g=1.800 2/2 [==============================] - 0s 13ms/step >28, 264/693, d1=0.266, d2=0.300 g=2.780 2/2 [==============================] - 0s 14ms/step >28, 265/693, d1=0.457, d2=0.400 g=2.600 2/2 [==============================] - 0s 14ms/step >28, 266/693, d1=0.461, d2=0.434 g=2.489 2/2 [==============================] - 0s 14ms/step >28, 267/693, d1=0.374, d2=0.438 g=2.407 2/2 [==============================] - 0s 12ms/step >28, 268/693, d1=0.418, d2=0.308 g=3.473 2/2 [==============================] - 0s 13ms/step >28, 269/693, d1=0.510, d2=0.429 g=2.365 2/2 [==============================] - 0s 14ms/step >28, 270/693, d1=0.482, d2=0.424 g=2.628 2/2 [==============================] - 0s 13ms/step >28, 271/693, d1=0.491, d2=0.368 g=2.510 2/2 [==============================] - 0s 14ms/step >28, 272/693, d1=0.479, d2=0.461 g=3.643 2/2 [==============================] - 0s 15ms/step >28, 273/693, d1=0.267, d2=0.411 g=2.363 2/2 [==============================] - 0s 14ms/step >28, 274/693, d1=0.458, d2=0.359 g=2.821 2/2 [==============================] - 0s 12ms/step >28, 275/693, d1=0.562, d2=0.410 g=2.319 2/2 [==============================] - 0s 13ms/step >28, 276/693, d1=0.488, d2=0.475 g=2.954 2/2 [==============================] - 0s 12ms/step >28, 277/693, d1=0.396, d2=0.389 g=2.225 2/2 [==============================] - 0s 12ms/step >28, 278/693, d1=0.755, d2=0.388 g=2.622 2/2 [==============================] - 0s 13ms/step >28, 279/693, d1=0.422, d2=0.455 g=3.284 2/2 [==============================] - 0s 13ms/step >28, 280/693, d1=0.394, d2=0.185 g=4.500 2/2 [==============================] - 0s 13ms/step >28, 281/693, d1=0.404, d2=0.419 g=3.483 2/2 [==============================] - 0s 13ms/step >28, 282/693, d1=0.515, d2=0.351 g=2.740 2/2 [==============================] - 0s 13ms/step >28, 283/693, d1=0.339, d2=0.387 g=3.338 2/2 [==============================] - 0s 14ms/step >28, 284/693, d1=0.409, d2=0.343 g=2.519 2/2 [==============================] - 0s 14ms/step >28, 285/693, d1=0.394, d2=0.445 g=2.483 2/2 [==============================] - 0s 12ms/step >28, 286/693, d1=0.406, d2=0.362 g=2.312 2/2 [==============================] - 0s 12ms/step >28, 287/693, d1=0.304, d2=0.435 g=2.722 2/2 [==============================] - 0s 13ms/step >28, 288/693, d1=0.451, d2=0.339 g=2.363 2/2 [==============================] - 0s 12ms/step >28, 289/693, d1=0.401, d2=0.273 g=3.228 2/2 [==============================] - 0s 13ms/step >28, 290/693, d1=0.324, d2=0.289 g=3.170 2/2 [==============================] - 0s 12ms/step >28, 291/693, d1=0.368, d2=0.366 g=2.789 2/2 [==============================] - 0s 13ms/step >28, 292/693, d1=0.417, d2=0.486 g=2.442 2/2 [==============================] - 0s 13ms/step >28, 293/693, d1=0.315, d2=0.331 g=2.534 2/2 [==============================] - 0s 14ms/step >28, 294/693, d1=0.462, d2=0.313 g=2.843 2/2 [==============================] - 0s 14ms/step >28, 295/693, d1=0.408, d2=0.303 g=2.032 2/2 [==============================] - 0s 13ms/step >28, 296/693, d1=0.377, d2=0.322 g=2.499 2/2 [==============================] - 0s 12ms/step >28, 297/693, d1=0.528, d2=0.439 g=2.419 2/2 [==============================] - 0s 12ms/step >28, 298/693, d1=0.427, d2=0.390 g=3.345 2/2 [==============================] - 0s 13ms/step >28, 299/693, d1=0.317, d2=0.359 g=3.699 2/2 [==============================] - 0s 14ms/step >28, 300/693, d1=0.425, d2=0.367 g=2.500 2/2 [==============================] - 0s 13ms/step >28, 301/693, d1=0.558, d2=0.290 g=2.445 2/2 [==============================] - 0s 12ms/step >28, 302/693, d1=0.345, d2=0.385 g=2.517 2/2 [==============================] - 0s 12ms/step >28, 303/693, d1=0.363, d2=0.338 g=2.332 2/2 [==============================] - 0s 12ms/step >28, 304/693, d1=0.426, d2=0.398 g=2.141 2/2 [==============================] - 0s 12ms/step >28, 305/693, d1=0.323, d2=0.297 g=3.162 2/2 [==============================] - 0s 12ms/step >28, 306/693, d1=0.391, d2=0.363 g=3.268 2/2 [==============================] - 0s 13ms/step >28, 307/693, d1=0.363, d2=0.459 g=2.201 2/2 [==============================] - 0s 12ms/step >28, 308/693, d1=0.391, d2=0.309 g=2.858 2/2 [==============================] - 0s 13ms/step >28, 309/693, d1=0.471, d2=0.260 g=2.446 2/2 [==============================] - 0s 13ms/step >28, 310/693, d1=0.446, d2=0.472 g=2.613 2/2 [==============================] - 0s 13ms/step >28, 311/693, d1=0.514, d2=0.566 g=2.426 2/2 [==============================] - 0s 13ms/step >28, 312/693, d1=0.489, d2=0.327 g=2.502 2/2 [==============================] - 0s 14ms/step >28, 313/693, d1=0.325, d2=0.244 g=2.663 2/2 [==============================] - 0s 13ms/step >28, 314/693, d1=0.439, d2=0.351 g=2.328 2/2 [==============================] - 0s 13ms/step >28, 315/693, d1=0.425, d2=0.360 g=2.488 2/2 [==============================] - 0s 14ms/step >28, 316/693, d1=0.255, d2=0.359 g=2.758 2/2 [==============================] - 0s 13ms/step >28, 317/693, d1=0.465, d2=0.396 g=2.062 2/2 [==============================] - 0s 14ms/step >28, 318/693, d1=0.426, d2=0.419 g=3.250 2/2 [==============================] - 0s 13ms/step >28, 319/693, d1=0.362, d2=0.324 g=3.192 2/2 [==============================] - 0s 13ms/step >28, 320/693, d1=0.497, d2=0.481 g=3.493 2/2 [==============================] - 0s 13ms/step >28, 321/693, d1=0.415, d2=0.429 g=2.955 2/2 [==============================] - 0s 12ms/step >28, 322/693, d1=0.437, d2=0.378 g=2.694 2/2 [==============================] - 0s 14ms/step >28, 323/693, d1=0.421, d2=0.413 g=2.611 2/2 [==============================] - 0s 14ms/step >28, 324/693, d1=0.477, d2=0.377 g=2.149 2/2 [==============================] - 0s 14ms/step >28, 325/693, d1=0.448, d2=0.313 g=2.749 2/2 [==============================] - 0s 14ms/step >28, 326/693, d1=0.417, d2=0.405 g=2.595 2/2 [==============================] - 0s 12ms/step >28, 327/693, d1=0.255, d2=0.357 g=3.339 2/2 [==============================] - 0s 13ms/step >28, 328/693, d1=0.507, d2=0.335 g=2.278 2/2 [==============================] - 0s 12ms/step >28, 329/693, d1=0.534, d2=0.421 g=2.405 2/2 [==============================] - 0s 12ms/step >28, 330/693, d1=0.419, d2=0.372 g=2.997 2/2 [==============================] - 0s 12ms/step >28, 331/693, d1=0.377, d2=0.370 g=2.097 2/2 [==============================] - 0s 12ms/step >28, 332/693, d1=0.405, d2=0.328 g=3.316 2/2 [==============================] - 0s 14ms/step >28, 333/693, d1=0.538, d2=0.440 g=3.640 2/2 [==============================] - 0s 12ms/step >28, 334/693, d1=0.358, d2=0.368 g=3.513 2/2 [==============================] - 0s 14ms/step >28, 335/693, d1=0.421, d2=0.349 g=2.418 2/2 [==============================] - 0s 13ms/step >28, 336/693, d1=0.323, d2=0.367 g=3.213 2/2 [==============================] - 0s 12ms/step >28, 337/693, d1=0.400, d2=0.292 g=2.410 2/2 [==============================] - 0s 13ms/step >28, 338/693, d1=0.446, d2=0.405 g=2.194 2/2 [==============================] - 0s 12ms/step >28, 339/693, d1=0.476, d2=0.367 g=2.861 2/2 [==============================] - 0s 12ms/step >28, 340/693, d1=0.317, d2=0.426 g=3.104 2/2 [==============================] - 0s 12ms/step >28, 341/693, d1=0.400, d2=0.274 g=2.901 2/2 [==============================] - 0s 13ms/step >28, 342/693, d1=0.470, d2=0.349 g=2.205 2/2 [==============================] - 0s 13ms/step >28, 343/693, d1=0.375, d2=0.520 g=2.305 2/2 [==============================] - 0s 13ms/step >28, 344/693, d1=0.343, d2=0.357 g=2.934 2/2 [==============================] - 0s 13ms/step >28, 345/693, d1=0.307, d2=0.317 g=2.751 2/2 [==============================] - 0s 14ms/step >28, 346/693, d1=0.664, d2=0.349 g=2.550 2/2 [==============================] - 0s 13ms/step >28, 347/693, d1=0.549, d2=0.323 g=2.301 2/2 [==============================] - 0s 14ms/step >28, 348/693, d1=0.431, d2=0.335 g=2.390 2/2 [==============================] - 0s 12ms/step >28, 349/693, d1=0.403, d2=0.483 g=2.806 2/2 [==============================] - 0s 12ms/step >28, 350/693, d1=0.431, d2=0.389 g=2.580 2/2 [==============================] - 0s 14ms/step >28, 351/693, d1=0.459, d2=0.318 g=2.263 2/2 [==============================] - 0s 13ms/step >28, 352/693, d1=0.462, d2=0.331 g=2.314 2/2 [==============================] - 0s 14ms/step >28, 353/693, d1=0.553, d2=0.516 g=2.535 2/2 [==============================] - 0s 13ms/step >28, 354/693, d1=0.505, d2=0.373 g=2.342 2/2 [==============================] - 0s 12ms/step >28, 355/693, d1=0.360, d2=0.465 g=3.340 2/2 [==============================] - 0s 13ms/step >28, 356/693, d1=0.277, d2=0.270 g=2.817 2/2 [==============================] - 0s 14ms/step >28, 357/693, d1=0.455, d2=0.374 g=2.220 2/2 [==============================] - 0s 13ms/step >28, 358/693, d1=0.593, d2=0.440 g=2.543 2/2 [==============================] - 0s 14ms/step >28, 359/693, d1=0.521, d2=0.401 g=2.777 2/2 [==============================] - 0s 12ms/step >28, 360/693, d1=0.376, d2=0.351 g=2.600 2/2 [==============================] - 0s 14ms/step >28, 361/693, d1=0.500, d2=0.325 g=2.646 2/2 [==============================] - 0s 14ms/step >28, 362/693, d1=0.320, d2=0.504 g=2.304 2/2 [==============================] - 0s 12ms/step >28, 363/693, d1=0.514, d2=0.383 g=2.834 2/2 [==============================] - 0s 12ms/step >28, 364/693, d1=0.416, d2=0.347 g=2.456 2/2 [==============================] - 0s 13ms/step >28, 365/693, d1=0.576, d2=0.346 g=2.168 2/2 [==============================] - 0s 14ms/step >28, 366/693, d1=0.389, d2=0.476 g=2.859 2/2 [==============================] - 0s 13ms/step >28, 367/693, d1=0.464, d2=0.437 g=2.653 2/2 [==============================] - 0s 12ms/step >28, 368/693, d1=0.319, d2=0.294 g=2.796 2/2 [==============================] - 0s 13ms/step >28, 369/693, d1=0.327, d2=0.484 g=3.233 2/2 [==============================] - 0s 11ms/step >28, 370/693, d1=0.680, d2=0.319 g=2.742 2/2 [==============================] - 0s 13ms/step >28, 371/693, d1=0.306, d2=0.345 g=2.474 2/2 [==============================] - 0s 14ms/step >28, 372/693, d1=0.472, d2=0.265 g=2.593 2/2 [==============================] - 0s 12ms/step >28, 373/693, d1=0.342, d2=0.348 g=2.636 2/2 [==============================] - 0s 13ms/step >28, 374/693, d1=0.418, d2=0.349 g=2.261 2/2 [==============================] - 0s 12ms/step >28, 375/693, d1=0.489, d2=0.458 g=2.530 2/2 [==============================] - 0s 12ms/step >28, 376/693, d1=0.468, d2=0.414 g=3.302 2/2 [==============================] - 0s 12ms/step >28, 377/693, d1=0.397, d2=0.360 g=3.034 2/2 [==============================] - 0s 11ms/step >28, 378/693, d1=0.529, d2=0.405 g=3.331 2/2 [==============================] - 0s 14ms/step >28, 379/693, d1=0.344, d2=0.361 g=2.435 2/2 [==============================] - 0s 12ms/step >28, 380/693, d1=0.541, d2=0.355 g=2.743 2/2 [==============================] - 0s 12ms/step >28, 381/693, d1=0.399, d2=0.304 g=2.766 2/2 [==============================] - 0s 13ms/step >28, 382/693, d1=0.394, d2=0.617 g=3.083 2/2 [==============================] - 0s 12ms/step >28, 383/693, d1=0.447, d2=0.340 g=2.434 2/2 [==============================] - 0s 13ms/step >28, 384/693, d1=0.451, d2=0.294 g=2.647 2/2 [==============================] - 0s 13ms/step >28, 385/693, d1=0.585, d2=0.426 g=2.297 2/2 [==============================] - 0s 13ms/step >28, 386/693, d1=0.330, d2=0.393 g=2.887 2/2 [==============================] - 0s 13ms/step >28, 387/693, d1=0.480, d2=0.386 g=3.041 2/2 [==============================] - 0s 12ms/step >28, 388/693, d1=0.450, d2=0.462 g=2.550 2/2 [==============================] - 0s 12ms/step >28, 389/693, d1=0.355, d2=0.346 g=2.883 2/2 [==============================] - 0s 13ms/step >28, 390/693, d1=0.495, d2=0.352 g=2.226 2/2 [==============================] - 0s 13ms/step >28, 391/693, d1=0.364, d2=0.283 g=2.675 2/2 [==============================] - 0s 13ms/step >28, 392/693, d1=0.504, d2=0.406 g=3.185 2/2 [==============================] - 0s 13ms/step >28, 393/693, d1=0.459, d2=0.362 g=2.402 2/2 [==============================] - 0s 14ms/step >28, 394/693, d1=0.389, d2=0.430 g=2.575 2/2 [==============================] - 0s 14ms/step >28, 395/693, d1=0.392, d2=0.285 g=2.463 2/2 [==============================] - 0s 12ms/step >28, 396/693, d1=0.563, d2=0.417 g=2.179 2/2 [==============================] - 0s 11ms/step >28, 397/693, d1=0.527, d2=0.402 g=2.390 2/2 [==============================] - 0s 11ms/step >28, 398/693, d1=0.326, d2=0.435 g=2.879 2/2 [==============================] - 0s 11ms/step >28, 399/693, d1=0.434, d2=0.329 g=2.699 2/2 [==============================] - 0s 13ms/step >28, 400/693, d1=0.471, d2=0.496 g=2.611 2/2 [==============================] - 0s 13ms/step >28, 401/693, d1=0.307, d2=0.269 g=2.825 2/2 [==============================] - 0s 12ms/step >28, 402/693, d1=0.564, d2=0.342 g=2.334 2/2 [==============================] - 0s 13ms/step >28, 403/693, d1=0.447, d2=0.389 g=2.292 2/2 [==============================] - 0s 11ms/step >28, 404/693, d1=0.455, d2=0.402 g=2.060 2/2 [==============================] - 0s 13ms/step >28, 405/693, d1=0.329, d2=0.367 g=2.557 2/2 [==============================] - 0s 13ms/step >28, 406/693, d1=0.585, d2=0.380 g=2.778 2/2 [==============================] - 0s 14ms/step >28, 407/693, d1=0.498, d2=0.444 g=2.584 2/2 [==============================] - 0s 14ms/step >28, 408/693, d1=0.268, d2=0.462 g=3.061 2/2 [==============================] - 0s 13ms/step >28, 409/693, d1=0.681, d2=0.263 g=2.118 2/2 [==============================] - 0s 11ms/step >28, 410/693, d1=0.435, d2=0.323 g=1.853 2/2 [==============================] - 0s 12ms/step >28, 411/693, d1=0.314, d2=0.541 g=2.376 2/2 [==============================] - 0s 13ms/step >28, 412/693, d1=0.520, d2=0.268 g=2.670 2/2 [==============================] - 0s 13ms/step >28, 413/693, d1=0.388, d2=0.410 g=2.419 2/2 [==============================] - 0s 12ms/step >28, 414/693, d1=0.518, d2=0.509 g=3.017 2/2 [==============================] - 0s 13ms/step >28, 415/693, d1=0.552, d2=0.350 g=1.884 2/2 [==============================] - 0s 13ms/step >28, 416/693, d1=0.425, d2=0.390 g=2.524 2/2 [==============================] - 0s 14ms/step >28, 417/693, d1=0.478, d2=0.447 g=3.043 2/2 [==============================] - 0s 14ms/step >28, 418/693, d1=0.501, d2=0.422 g=2.102 2/2 [==============================] - 0s 13ms/step >28, 419/693, d1=0.374, d2=0.376 g=2.276 2/2 [==============================] - 0s 11ms/step >28, 420/693, d1=0.476, d2=0.375 g=2.435 2/2 [==============================] - 0s 13ms/step >28, 421/693, d1=0.340, d2=0.421 g=3.169 2/2 [==============================] - 0s 14ms/step >28, 422/693, d1=0.369, d2=0.268 g=2.502 2/2 [==============================] - 0s 14ms/step >28, 423/693, d1=0.484, d2=0.404 g=2.477 2/2 [==============================] - 0s 12ms/step >28, 424/693, d1=0.441, d2=0.423 g=2.409 2/2 [==============================] - 0s 13ms/step >28, 425/693, d1=0.472, d2=0.382 g=2.578 2/2 [==============================] - 0s 13ms/step >28, 426/693, d1=0.400, d2=0.318 g=2.705 2/2 [==============================] - 0s 14ms/step >28, 427/693, d1=0.442, d2=0.331 g=2.218 2/2 [==============================] - 0s 13ms/step >28, 428/693, d1=0.393, d2=0.456 g=2.271 2/2 [==============================] - 0s 14ms/step >28, 429/693, d1=0.394, d2=0.246 g=2.584 2/2 [==============================] - 0s 13ms/step >28, 430/693, d1=0.537, d2=0.351 g=2.494 2/2 [==============================] - 0s 13ms/step >28, 431/693, d1=0.347, d2=0.416 g=2.700 2/2 [==============================] - 0s 12ms/step >28, 432/693, d1=0.387, d2=0.307 g=3.024 2/2 [==============================] - 0s 11ms/step >28, 433/693, d1=0.410, d2=0.424 g=2.517 2/2 [==============================] - 0s 13ms/step >28, 434/693, d1=0.332, d2=0.346 g=2.664 2/2 [==============================] - 0s 12ms/step >28, 435/693, d1=0.411, d2=0.330 g=2.802 2/2 [==============================] - 0s 14ms/step >28, 436/693, d1=0.321, d2=0.319 g=2.787 2/2 [==============================] - 0s 13ms/step >28, 437/693, d1=0.490, d2=0.313 g=2.379 2/2 [==============================] - 0s 14ms/step >28, 438/693, d1=0.369, d2=0.346 g=2.256 2/2 [==============================] - 0s 12ms/step >28, 439/693, d1=0.393, d2=0.472 g=2.584 2/2 [==============================] - 0s 12ms/step >28, 440/693, d1=0.440, d2=0.324 g=2.675 2/2 [==============================] - 0s 12ms/step >28, 441/693, d1=0.499, d2=0.334 g=2.994 2/2 [==============================] - 0s 13ms/step >28, 442/693, d1=0.401, d2=0.370 g=2.308 2/2 [==============================] - 0s 14ms/step >28, 443/693, d1=0.435, d2=0.404 g=2.824 2/2 [==============================] - 0s 13ms/step >28, 444/693, d1=0.415, d2=0.382 g=3.484 2/2 [==============================] - 0s 12ms/step >28, 445/693, d1=0.441, d2=0.357 g=3.010 2/2 [==============================] - 0s 13ms/step >28, 446/693, d1=0.489, d2=0.364 g=2.178 2/2 [==============================] - 0s 12ms/step >28, 447/693, d1=0.450, d2=0.337 g=2.314 2/2 [==============================] - 0s 15ms/step >28, 448/693, d1=0.450, d2=0.424 g=2.740 2/2 [==============================] - 0s 13ms/step >28, 449/693, d1=0.359, d2=0.364 g=2.788 2/2 [==============================] - 0s 13ms/step >28, 450/693, d1=0.455, d2=0.533 g=2.545 2/2 [==============================] - 0s 13ms/step >28, 451/693, d1=0.419, d2=0.388 g=2.870 2/2 [==============================] - 0s 12ms/step >28, 452/693, d1=0.568, d2=0.313 g=2.072 2/2 [==============================] - 0s 14ms/step >28, 453/693, d1=0.356, d2=0.486 g=2.840 2/2 [==============================] - 0s 12ms/step >28, 454/693, d1=0.333, d2=0.316 g=2.867 2/2 [==============================] - 0s 13ms/step >28, 455/693, d1=0.449, d2=0.487 g=2.424 2/2 [==============================] - 0s 12ms/step >28, 456/693, d1=0.443, d2=0.331 g=2.423 2/2 [==============================] - 0s 13ms/step >28, 457/693, d1=0.529, d2=0.444 g=2.505 2/2 [==============================] - 0s 13ms/step >28, 458/693, d1=0.300, d2=0.320 g=2.696 2/2 [==============================] - 0s 14ms/step >28, 459/693, d1=0.499, d2=0.363 g=2.375 2/2 [==============================] - 0s 13ms/step >28, 460/693, d1=0.448, d2=0.340 g=2.421 2/2 [==============================] - 0s 13ms/step >28, 461/693, d1=0.391, d2=0.477 g=2.331 2/2 [==============================] - 0s 13ms/step >28, 462/693, d1=0.551, d2=0.355 g=2.500 2/2 [==============================] - 0s 14ms/step >28, 463/693, d1=0.365, d2=0.419 g=2.455 2/2 [==============================] - 0s 14ms/step >28, 464/693, d1=0.467, d2=0.330 g=2.130 2/2 [==============================] - 0s 13ms/step >28, 465/693, d1=0.508, d2=0.346 g=2.598 2/2 [==============================] - 0s 14ms/step >28, 466/693, d1=0.452, d2=0.367 g=2.241 2/2 [==============================] - 0s 12ms/step >28, 467/693, d1=0.391, d2=0.518 g=2.144 2/2 [==============================] - 0s 13ms/step >28, 468/693, d1=0.513, d2=0.377 g=2.731 2/2 [==============================] - 0s 14ms/step >28, 469/693, d1=0.429, d2=0.303 g=2.010 2/2 [==============================] - 0s 11ms/step >28, 470/693, d1=0.500, d2=0.320 g=2.000 2/2 [==============================] - 0s 12ms/step >28, 471/693, d1=0.494, d2=0.506 g=2.081 2/2 [==============================] - 0s 12ms/step >28, 472/693, d1=0.432, d2=0.295 g=2.703 2/2 [==============================] - 0s 12ms/step >28, 473/693, d1=0.479, d2=0.450 g=2.626 2/2 [==============================] - 0s 13ms/step >28, 474/693, d1=0.299, d2=0.262 g=2.202 2/2 [==============================] - 0s 13ms/step >28, 475/693, d1=0.398, d2=0.349 g=2.374 2/2 [==============================] - 0s 13ms/step >28, 476/693, d1=0.309, d2=0.408 g=2.457 2/2 [==============================] - 0s 13ms/step >28, 477/693, d1=0.474, d2=0.366 g=2.388 2/2 [==============================] - 0s 13ms/step >28, 478/693, d1=0.429, d2=0.341 g=2.479 2/2 [==============================] - 0s 14ms/step >28, 479/693, d1=0.484, d2=0.359 g=2.535 2/2 [==============================] - 0s 13ms/step >28, 480/693, d1=0.449, d2=0.388 g=2.635 2/2 [==============================] - 0s 13ms/step >28, 481/693, d1=0.448, d2=0.501 g=2.096 2/2 [==============================] - 0s 12ms/step >28, 482/693, d1=0.395, d2=0.433 g=2.454 2/2 [==============================] - 0s 11ms/step >28, 483/693, d1=0.412, d2=0.354 g=2.418 2/2 [==============================] - 0s 12ms/step >28, 484/693, d1=0.429, d2=0.291 g=2.623 2/2 [==============================] - 0s 13ms/step >28, 485/693, d1=0.496, d2=0.342 g=2.622 2/2 [==============================] - 0s 13ms/step >28, 486/693, d1=0.445, d2=0.478 g=2.125 2/2 [==============================] - 0s 11ms/step >28, 487/693, d1=0.477, d2=0.341 g=2.291 2/2 [==============================] - 0s 12ms/step >28, 488/693, d1=0.315, d2=0.388 g=2.645 2/2 [==============================] - 0s 14ms/step >28, 489/693, d1=0.465, d2=0.345 g=2.611 2/2 [==============================] - 0s 13ms/step >28, 490/693, d1=0.439, d2=0.327 g=2.223 2/2 [==============================] - 0s 12ms/step >28, 491/693, d1=0.291, d2=0.460 g=2.297 2/2 [==============================] - 0s 13ms/step >28, 492/693, d1=0.385, d2=0.353 g=2.124 2/2 [==============================] - 0s 13ms/step >28, 493/693, d1=0.525, d2=0.321 g=2.414 2/2 [==============================] - 0s 13ms/step >28, 494/693, d1=0.406, d2=0.322 g=2.068 2/2 [==============================] - 0s 14ms/step >28, 495/693, d1=0.402, d2=0.337 g=2.768 2/2 [==============================] - 0s 12ms/step >28, 496/693, d1=0.319, d2=0.524 g=2.670 2/2 [==============================] - 0s 12ms/step >28, 497/693, d1=0.431, d2=0.357 g=2.381 2/2 [==============================] - 0s 12ms/step >28, 498/693, d1=0.530, d2=0.376 g=3.018 2/2 [==============================] - 0s 13ms/step >28, 499/693, d1=0.451, d2=0.407 g=2.306 2/2 [==============================] - 0s 12ms/step >28, 500/693, d1=0.388, d2=0.489 g=2.225 2/2 [==============================] - 0s 13ms/step >28, 501/693, d1=0.430, d2=0.316 g=2.820 2/2 [==============================] - 0s 12ms/step >28, 502/693, d1=0.380, d2=0.298 g=2.914 2/2 [==============================] - 0s 14ms/step >28, 503/693, d1=0.493, d2=0.359 g=2.763 2/2 [==============================] - 0s 14ms/step >28, 504/693, d1=0.388, d2=0.502 g=1.876 2/2 [==============================] - 0s 11ms/step >28, 505/693, d1=0.382, d2=0.348 g=2.313 2/2 [==============================] - 0s 12ms/step >28, 506/693, d1=0.398, d2=0.273 g=2.644 2/2 [==============================] - 0s 12ms/step >28, 507/693, d1=0.325, d2=0.355 g=2.670 2/2 [==============================] - 0s 13ms/step >28, 508/693, d1=0.348, d2=0.319 g=3.137 2/2 [==============================] - 0s 12ms/step >28, 509/693, d1=0.469, d2=0.455 g=2.336 2/2 [==============================] - 0s 14ms/step >28, 510/693, d1=0.427, d2=0.398 g=2.458 2/2 [==============================] - 0s 14ms/step >28, 511/693, d1=0.540, d2=0.376 g=2.852 2/2 [==============================] - 0s 13ms/step >28, 512/693, d1=0.450, d2=0.325 g=2.975 2/2 [==============================] - 0s 13ms/step >28, 513/693, d1=0.390, d2=0.371 g=3.431 2/2 [==============================] - 0s 13ms/step >28, 514/693, d1=0.447, d2=0.411 g=2.614 2/2 [==============================] - 0s 13ms/step >28, 515/693, d1=0.271, d2=0.314 g=2.839 2/2 [==============================] - 0s 13ms/step >28, 516/693, d1=0.498, d2=0.353 g=2.311 2/2 [==============================] - 0s 13ms/step >28, 517/693, d1=0.397, d2=0.319 g=2.446 2/2 [==============================] - 0s 12ms/step >28, 518/693, d1=0.373, d2=0.436 g=2.346 2/2 [==============================] - 0s 13ms/step >28, 519/693, d1=0.406, d2=0.420 g=2.843 2/2 [==============================] - 0s 13ms/step >28, 520/693, d1=0.460, d2=0.314 g=2.931 2/2 [==============================] - 0s 15ms/step >28, 521/693, d1=0.312, d2=0.369 g=2.540 2/2 [==============================] - 0s 13ms/step >28, 522/693, d1=0.525, d2=0.455 g=2.413 2/2 [==============================] - 0s 13ms/step >28, 523/693, d1=0.354, d2=0.246 g=2.318 2/2 [==============================] - 0s 11ms/step >28, 524/693, d1=0.408, d2=0.397 g=2.552 2/2 [==============================] - 0s 14ms/step >28, 525/693, d1=0.442, d2=0.468 g=2.983 2/2 [==============================] - 0s 12ms/step >28, 526/693, d1=0.453, d2=0.433 g=3.682 2/2 [==============================] - 0s 14ms/step >28, 527/693, d1=0.599, d2=0.268 g=2.486 2/2 [==============================] - 0s 14ms/step >28, 528/693, d1=0.398, d2=0.499 g=2.424 2/2 [==============================] - 0s 15ms/step >28, 529/693, d1=0.476, d2=0.363 g=2.268 2/2 [==============================] - 0s 13ms/step >28, 530/693, d1=0.514, d2=0.472 g=2.546 2/2 [==============================] - 0s 13ms/step >28, 531/693, d1=0.458, d2=0.425 g=2.747 2/2 [==============================] - 0s 14ms/step >28, 532/693, d1=0.475, d2=0.317 g=2.838 2/2 [==============================] - 0s 14ms/step >28, 533/693, d1=0.473, d2=0.411 g=2.678 2/2 [==============================] - 0s 13ms/step >28, 534/693, d1=0.484, d2=0.465 g=2.460 2/2 [==============================] - 0s 13ms/step >28, 535/693, d1=0.416, d2=0.371 g=3.088 2/2 [==============================] - 0s 13ms/step >28, 536/693, d1=0.405, d2=0.394 g=3.052 2/2 [==============================] - 0s 12ms/step >28, 537/693, d1=0.511, d2=0.425 g=2.204 2/2 [==============================] - 0s 12ms/step >28, 538/693, d1=0.445, d2=0.336 g=3.344 2/2 [==============================] - 0s 13ms/step >28, 539/693, d1=0.480, d2=0.367 g=2.057 2/2 [==============================] - 0s 12ms/step >28, 540/693, d1=0.360, d2=0.330 g=2.414 2/2 [==============================] - 0s 14ms/step >28, 541/693, d1=0.468, d2=0.458 g=2.722 2/2 [==============================] - 0s 12ms/step >28, 542/693, d1=0.489, d2=0.456 g=2.198 2/2 [==============================] - 0s 13ms/step >28, 543/693, d1=0.492, d2=0.373 g=2.599 2/2 [==============================] - 0s 13ms/step >28, 544/693, d1=0.413, d2=0.304 g=2.592 2/2 [==============================] - 0s 13ms/step >28, 545/693, d1=0.497, d2=0.396 g=2.082 2/2 [==============================] - 0s 12ms/step >28, 546/693, d1=0.293, d2=0.329 g=2.452 2/2 [==============================] - 0s 13ms/step >28, 547/693, d1=0.388, d2=0.358 g=2.664 2/2 [==============================] - 0s 14ms/step >28, 548/693, d1=0.469, d2=0.381 g=2.066 2/2 [==============================] - 0s 14ms/step >28, 549/693, d1=0.389, d2=0.366 g=1.885 2/2 [==============================] - 0s 14ms/step >28, 550/693, d1=0.397, d2=0.497 g=3.101 2/2 [==============================] - 0s 14ms/step >28, 551/693, d1=0.507, d2=0.425 g=2.831 2/2 [==============================] - 0s 12ms/step >28, 552/693, d1=0.508, d2=0.272 g=1.912 2/2 [==============================] - 0s 13ms/step >28, 553/693, d1=0.585, d2=0.512 g=2.628 2/2 [==============================] - 0s 14ms/step >28, 554/693, d1=0.455, d2=0.409 g=2.500 2/2 [==============================] - 0s 12ms/step >28, 555/693, d1=0.442, d2=0.434 g=2.148 2/2 [==============================] - 0s 15ms/step >28, 556/693, d1=0.398, d2=0.395 g=2.135 2/2 [==============================] - 0s 14ms/step >28, 557/693, d1=0.447, d2=0.413 g=2.570 2/2 [==============================] - 0s 13ms/step >28, 558/693, d1=0.540, d2=0.394 g=2.206 2/2 [==============================] - 0s 13ms/step >28, 559/693, d1=0.355, d2=0.437 g=2.263 2/2 [==============================] - 0s 13ms/step >28, 560/693, d1=0.313, d2=0.225 g=2.337 2/2 [==============================] - 0s 11ms/step >28, 561/693, d1=0.478, d2=0.482 g=2.389 2/2 [==============================] - 0s 15ms/step >28, 562/693, d1=0.332, d2=0.421 g=2.819 2/2 [==============================] - 0s 13ms/step >28, 563/693, d1=0.601, d2=0.259 g=2.541 2/2 [==============================] - 0s 13ms/step >28, 564/693, d1=0.437, d2=0.473 g=2.451 2/2 [==============================] - 0s 13ms/step >28, 565/693, d1=0.482, d2=0.491 g=2.349 2/2 [==============================] - 0s 12ms/step >28, 566/693, d1=0.517, d2=0.434 g=2.733 2/2 [==============================] - 0s 12ms/step >28, 567/693, d1=0.495, d2=0.315 g=2.095 2/2 [==============================] - 0s 13ms/step >28, 568/693, d1=0.454, d2=0.365 g=2.374 2/2 [==============================] - 0s 12ms/step >28, 569/693, d1=0.439, d2=0.418 g=3.291 2/2 [==============================] - 0s 13ms/step >28, 570/693, d1=0.407, d2=0.325 g=2.601 2/2 [==============================] - 0s 14ms/step >28, 571/693, d1=0.321, d2=0.270 g=2.338 2/2 [==============================] - 0s 12ms/step >28, 572/693, d1=0.501, d2=0.446 g=2.529 2/2 [==============================] - 0s 12ms/step >28, 573/693, d1=0.381, d2=0.375 g=3.526 2/2 [==============================] - 0s 11ms/step >28, 574/693, d1=0.506, d2=0.378 g=2.589 2/2 [==============================] - 0s 14ms/step >28, 575/693, d1=0.442, d2=0.278 g=2.292 2/2 [==============================] - 0s 13ms/step >28, 576/693, d1=0.334, d2=0.439 g=2.476 2/2 [==============================] - 0s 12ms/step >28, 577/693, d1=0.387, d2=0.418 g=2.531 2/2 [==============================] - 0s 13ms/step >28, 578/693, d1=0.359, d2=0.312 g=2.216 2/2 [==============================] - 0s 13ms/step >28, 579/693, d1=0.422, d2=0.348 g=2.249 2/2 [==============================] - 0s 12ms/step >28, 580/693, d1=0.310, d2=0.325 g=2.121 2/2 [==============================] - 0s 13ms/step >28, 581/693, d1=0.447, d2=0.447 g=2.649 2/2 [==============================] - 0s 12ms/step >28, 582/693, d1=0.322, d2=0.273 g=2.494 2/2 [==============================] - 0s 12ms/step >28, 583/693, d1=0.495, d2=0.383 g=2.652 2/2 [==============================] - 0s 14ms/step >28, 584/693, d1=0.384, d2=0.431 g=2.801 2/2 [==============================] - 0s 13ms/step >28, 585/693, d1=0.537, d2=0.323 g=2.784 2/2 [==============================] - 0s 13ms/step >28, 586/693, d1=0.372, d2=0.382 g=2.204 2/2 [==============================] - 0s 13ms/step >28, 587/693, d1=0.349, d2=0.340 g=2.366 2/2 [==============================] - 0s 15ms/step >28, 588/693, d1=0.523, d2=0.330 g=2.249 2/2 [==============================] - 0s 11ms/step >28, 589/693, d1=0.445, d2=0.406 g=2.382 2/2 [==============================] - 0s 14ms/step >28, 590/693, d1=0.396, d2=0.457 g=2.354 2/2 [==============================] - 0s 12ms/step >28, 591/693, d1=0.418, d2=0.293 g=2.577 2/2 [==============================] - 0s 12ms/step >28, 592/693, d1=0.445, d2=0.406 g=2.432 2/2 [==============================] - 0s 13ms/step >28, 593/693, d1=0.401, d2=0.412 g=1.955 2/2 [==============================] - 0s 12ms/step >28, 594/693, d1=0.495, d2=0.394 g=2.270 2/2 [==============================] - 0s 12ms/step >28, 595/693, d1=0.332, d2=0.357 g=2.703 2/2 [==============================] - 0s 12ms/step >28, 596/693, d1=0.381, d2=0.335 g=2.331 2/2 [==============================] - 0s 14ms/step >28, 597/693, d1=0.356, d2=0.403 g=2.271 2/2 [==============================] - 0s 14ms/step >28, 598/693, d1=0.405, d2=0.388 g=2.663 2/2 [==============================] - 0s 13ms/step >28, 599/693, d1=0.511, d2=0.405 g=2.128 2/2 [==============================] - 0s 12ms/step >28, 600/693, d1=0.575, d2=0.281 g=2.122 2/2 [==============================] - 0s 13ms/step >28, 601/693, d1=0.411, d2=0.421 g=1.909 2/2 [==============================] - 0s 15ms/step >28, 602/693, d1=0.388, d2=0.471 g=2.329 2/2 [==============================] - 0s 15ms/step >28, 603/693, d1=0.440, d2=0.395 g=2.423 2/2 [==============================] - 0s 12ms/step >28, 604/693, d1=0.390, d2=0.322 g=2.156 2/2 [==============================] - 0s 13ms/step >28, 605/693, d1=0.473, d2=0.369 g=3.105 2/2 [==============================] - 0s 13ms/step >28, 606/693, d1=0.484, d2=0.410 g=2.442 2/2 [==============================] - 0s 13ms/step >28, 607/693, d1=0.526, d2=0.449 g=2.113 2/2 [==============================] - 0s 14ms/step >28, 608/693, d1=0.581, d2=0.302 g=2.253 2/2 [==============================] - 0s 14ms/step >28, 609/693, d1=0.406, d2=0.362 g=2.085 2/2 [==============================] - 0s 14ms/step >28, 610/693, d1=0.408, d2=0.462 g=2.291 2/2 [==============================] - 0s 14ms/step >28, 611/693, d1=0.333, d2=0.500 g=2.324 2/2 [==============================] - 0s 12ms/step >28, 612/693, d1=0.445, d2=0.309 g=2.709 2/2 [==============================] - 0s 13ms/step >28, 613/693, d1=0.350, d2=0.385 g=3.030 2/2 [==============================] - 0s 13ms/step >28, 614/693, d1=0.487, d2=0.483 g=2.119 2/2 [==============================] - 0s 13ms/step >28, 615/693, d1=0.439, d2=0.471 g=2.741 2/2 [==============================] - 0s 13ms/step >28, 616/693, d1=0.420, d2=0.294 g=2.622 2/2 [==============================] - 0s 12ms/step >28, 617/693, d1=0.486, d2=0.265 g=2.045 2/2 [==============================] - 0s 14ms/step >28, 618/693, d1=0.471, d2=0.459 g=2.471 2/2 [==============================] - 0s 14ms/step >28, 619/693, d1=0.286, d2=0.382 g=2.456 2/2 [==============================] - 0s 13ms/step >28, 620/693, d1=0.426, d2=0.377 g=2.719 2/2 [==============================] - 0s 13ms/step >28, 621/693, d1=0.466, d2=0.297 g=2.321 2/2 [==============================] - 0s 12ms/step >28, 622/693, d1=0.445, d2=0.375 g=2.430 2/2 [==============================] - 0s 13ms/step >28, 623/693, d1=0.509, d2=0.496 g=2.501 2/2 [==============================] - 0s 13ms/step >28, 624/693, d1=0.389, d2=0.394 g=2.757 2/2 [==============================] - 0s 12ms/step >28, 625/693, d1=0.404, d2=0.398 g=2.184 2/2 [==============================] - 0s 14ms/step >28, 626/693, d1=0.598, d2=0.381 g=2.667 2/2 [==============================] - 0s 12ms/step >28, 627/693, d1=0.367, d2=0.335 g=2.370 2/2 [==============================] - 0s 11ms/step >28, 628/693, d1=0.503, d2=0.495 g=2.120 2/2 [==============================] - 0s 13ms/step >28, 629/693, d1=0.445, d2=0.416 g=2.347 2/2 [==============================] - 0s 12ms/step >28, 630/693, d1=0.479, d2=0.339 g=2.097 2/2 [==============================] - 0s 12ms/step >28, 631/693, d1=0.573, d2=0.432 g=2.784 2/2 [==============================] - 0s 13ms/step >28, 632/693, d1=0.406, d2=0.513 g=2.575 2/2 [==============================] - 0s 13ms/step >28, 633/693, d1=0.377, d2=0.355 g=2.885 2/2 [==============================] - 0s 14ms/step >28, 634/693, d1=0.494, d2=0.295 g=2.717 2/2 [==============================] - 0s 12ms/step >28, 635/693, d1=0.461, d2=0.404 g=1.899 2/2 [==============================] - 0s 13ms/step >28, 636/693, d1=0.418, d2=0.307 g=2.169 2/2 [==============================] - 0s 14ms/step >28, 637/693, d1=0.347, d2=0.460 g=2.845 2/2 [==============================] - 0s 13ms/step >28, 638/693, d1=0.540, d2=0.434 g=2.673 2/2 [==============================] - 0s 13ms/step >28, 639/693, d1=0.424, d2=0.453 g=2.416 2/2 [==============================] - 0s 14ms/step >28, 640/693, d1=0.400, d2=0.295 g=2.394 2/2 [==============================] - 0s 11ms/step >28, 641/693, d1=0.518, d2=0.415 g=2.586 2/2 [==============================] - 0s 11ms/step >28, 642/693, d1=0.353, d2=0.491 g=2.347 2/2 [==============================] - 0s 12ms/step >28, 643/693, d1=0.391, d2=0.396 g=2.520 2/2 [==============================] - 0s 13ms/step >28, 644/693, d1=0.645, d2=0.294 g=2.323 2/2 [==============================] - 0s 13ms/step >28, 645/693, d1=0.554, d2=0.435 g=2.814 2/2 [==============================] - 0s 12ms/step >28, 646/693, d1=0.429, d2=0.415 g=2.509 2/2 [==============================] - 0s 12ms/step >28, 647/693, d1=0.447, d2=0.391 g=2.315 2/2 [==============================] - 0s 14ms/step >28, 648/693, d1=0.438, d2=0.409 g=3.317 2/2 [==============================] - 0s 11ms/step >28, 649/693, d1=0.435, d2=0.312 g=2.859 2/2 [==============================] - 0s 12ms/step >28, 650/693, d1=0.371, d2=0.289 g=2.615 2/2 [==============================] - 0s 13ms/step >28, 651/693, d1=0.472, d2=0.391 g=2.494 2/2 [==============================] - 0s 13ms/step >28, 652/693, d1=0.494, d2=0.438 g=2.484 2/2 [==============================] - 0s 13ms/step >28, 653/693, d1=0.427, d2=0.514 g=3.239 2/2 [==============================] - 0s 11ms/step >28, 654/693, d1=0.614, d2=0.378 g=2.059 2/2 [==============================] - 0s 12ms/step >28, 655/693, d1=0.509, d2=0.490 g=2.710 2/2 [==============================] - 0s 13ms/step >28, 656/693, d1=0.465, d2=0.363 g=2.667 2/2 [==============================] - 0s 13ms/step >28, 657/693, d1=0.401, d2=0.406 g=2.256 2/2 [==============================] - 0s 14ms/step >28, 658/693, d1=0.434, d2=0.284 g=2.033 2/2 [==============================] - 0s 12ms/step >28, 659/693, d1=0.439, d2=0.355 g=2.645 2/2 [==============================] - 0s 13ms/step >28, 660/693, d1=0.256, d2=0.380 g=2.892 2/2 [==============================] - 0s 13ms/step >28, 661/693, d1=0.338, d2=0.313 g=2.176 2/2 [==============================] - 0s 12ms/step >28, 662/693, d1=0.403, d2=0.528 g=3.201 2/2 [==============================] - 0s 12ms/step >28, 663/693, d1=0.441, d2=0.264 g=2.537 2/2 [==============================] - 0s 14ms/step >28, 664/693, d1=0.681, d2=0.348 g=2.323 2/2 [==============================] - 0s 14ms/step >28, 665/693, d1=0.486, d2=0.513 g=2.412 2/2 [==============================] - 0s 12ms/step >28, 666/693, d1=0.357, d2=0.401 g=3.302 2/2 [==============================] - 0s 14ms/step >28, 667/693, d1=0.464, d2=0.377 g=2.880 2/2 [==============================] - 0s 12ms/step >28, 668/693, d1=0.456, d2=0.285 g=2.621 2/2 [==============================] - 0s 11ms/step >28, 669/693, d1=0.383, d2=0.340 g=2.930 2/2 [==============================] - 0s 13ms/step >28, 670/693, d1=0.599, d2=0.452 g=2.079 2/2 [==============================] - 0s 13ms/step >28, 671/693, d1=0.356, d2=0.324 g=2.478 2/2 [==============================] - 0s 13ms/step >28, 672/693, d1=0.403, d2=0.542 g=2.298 2/2 [==============================] - 0s 14ms/step >28, 673/693, d1=0.415, d2=0.331 g=2.928 2/2 [==============================] - 0s 13ms/step >28, 674/693, d1=0.431, d2=0.326 g=2.508 2/2 [==============================] - 0s 14ms/step >28, 675/693, d1=0.464, d2=0.420 g=2.656 2/2 [==============================] - 0s 13ms/step >28, 676/693, d1=0.416, d2=0.490 g=2.519 2/2 [==============================] - 0s 12ms/step >28, 677/693, d1=0.400, d2=0.309 g=2.167 2/2 [==============================] - 0s 11ms/step >28, 678/693, d1=0.392, d2=0.306 g=2.473 2/2 [==============================] - 0s 13ms/step >28, 679/693, d1=0.413, d2=0.463 g=2.442 2/2 [==============================] - 0s 13ms/step >28, 680/693, d1=0.525, d2=0.369 g=2.376 2/2 [==============================] - 0s 13ms/step >28, 681/693, d1=0.514, d2=0.388 g=2.687 2/2 [==============================] - 0s 12ms/step >28, 682/693, d1=0.515, d2=0.297 g=2.210 2/2 [==============================] - 0s 12ms/step >28, 683/693, d1=0.430, d2=0.412 g=2.509 2/2 [==============================] - 0s 14ms/step >28, 684/693, d1=0.351, d2=0.363 g=2.496 2/2 [==============================] - 0s 13ms/step >28, 685/693, d1=0.443, d2=0.399 g=2.378 2/2 [==============================] - 0s 14ms/step >28, 686/693, d1=0.532, d2=0.325 g=1.999 2/2 [==============================] - 0s 12ms/step >28, 687/693, d1=0.334, d2=0.371 g=2.716 2/2 [==============================] - 0s 15ms/step >28, 688/693, d1=0.524, d2=0.397 g=1.747 2/2 [==============================] - 0s 13ms/step >28, 689/693, d1=0.465, d2=0.466 g=2.739 2/2 [==============================] - 0s 13ms/step >28, 690/693, d1=0.361, d2=0.395 g=2.088 2/2 [==============================] - 0s 14ms/step >28, 691/693, d1=0.403, d2=0.376 g=2.407 2/2 [==============================] - 0s 13ms/step >28, 692/693, d1=0.522, d2=0.405 g=2.519 2/2 [==============================] - 0s 13ms/step >28, 693/693, d1=0.386, d2=0.285 g=2.335 2/2 [==============================] - 0s 12ms/step >29, 1/693, d1=0.311, d2=0.347 g=2.053 2/2 [==============================] - 0s 13ms/step >29, 2/693, d1=0.542, d2=0.334 g=2.227 2/2 [==============================] - 0s 13ms/step >29, 3/693, d1=0.362, d2=0.412 g=2.110 2/2 [==============================] - 0s 13ms/step >29, 4/693, d1=0.313, d2=0.332 g=3.020 2/2 [==============================] - 0s 14ms/step >29, 5/693, d1=0.315, d2=0.314 g=2.736 2/2 [==============================] - 0s 13ms/step >29, 6/693, d1=0.543, d2=0.441 g=2.862 2/2 [==============================] - 0s 13ms/step >29, 7/693, d1=0.485, d2=0.372 g=2.524 2/2 [==============================] - 0s 13ms/step >29, 8/693, d1=0.412, d2=0.467 g=2.605 2/2 [==============================] - 0s 12ms/step >29, 9/693, d1=0.425, d2=0.402 g=2.528 2/2 [==============================] - 0s 14ms/step >29, 10/693, d1=0.458, d2=0.335 g=2.568 2/2 [==============================] - 0s 14ms/step >29, 11/693, d1=0.646, d2=0.330 g=2.194 2/2 [==============================] - 0s 14ms/step >29, 12/693, d1=0.392, d2=0.537 g=2.419 2/2 [==============================] - 0s 13ms/step >29, 13/693, d1=0.331, d2=0.360 g=2.787 2/2 [==============================] - 0s 14ms/step >29, 14/693, d1=0.444, d2=0.253 g=2.165 2/2 [==============================] - 0s 13ms/step >29, 15/693, d1=0.465, d2=0.387 g=1.913 2/2 [==============================] - 0s 12ms/step >29, 16/693, d1=0.388, d2=0.424 g=2.588 2/2 [==============================] - 0s 12ms/step >29, 17/693, d1=0.419, d2=0.271 g=2.068 2/2 [==============================] - 0s 13ms/step >29, 18/693, d1=0.485, d2=0.330 g=2.139 2/2 [==============================] - 0s 15ms/step >29, 19/693, d1=0.439, d2=0.501 g=2.225 2/2 [==============================] - 0s 13ms/step >29, 20/693, d1=0.444, d2=0.401 g=2.255 2/2 [==============================] - 0s 13ms/step >29, 21/693, d1=0.524, d2=0.414 g=2.798 2/2 [==============================] - 0s 14ms/step >29, 22/693, d1=0.456, d2=0.395 g=2.148 2/2 [==============================] - 0s 13ms/step >29, 23/693, d1=0.381, d2=0.502 g=2.960 2/2 [==============================] - 0s 13ms/step >29, 24/693, d1=0.283, d2=0.260 g=2.449 2/2 [==============================] - 0s 12ms/step >29, 25/693, d1=0.559, d2=0.368 g=3.014 2/2 [==============================] - 0s 13ms/step >29, 26/693, d1=0.305, d2=0.340 g=2.938 2/2 [==============================] - 0s 12ms/step >29, 27/693, d1=0.452, d2=0.304 g=2.544 2/2 [==============================] - 0s 13ms/step >29, 28/693, d1=0.380, d2=0.327 g=2.723 2/2 [==============================] - 0s 13ms/step >29, 29/693, d1=0.418, d2=0.464 g=2.368 2/2 [==============================] - 0s 14ms/step >29, 30/693, d1=0.497, d2=0.410 g=2.836 2/2 [==============================] - 0s 13ms/step >29, 31/693, d1=0.444, d2=0.400 g=2.136 2/2 [==============================] - 0s 13ms/step >29, 32/693, d1=0.469, d2=0.444 g=2.096 2/2 [==============================] - 0s 13ms/step >29, 33/693, d1=0.351, d2=0.374 g=3.197 2/2 [==============================] - 0s 12ms/step >29, 34/693, d1=0.488, d2=0.359 g=1.960 2/2 [==============================] - 0s 13ms/step >29, 35/693, d1=0.496, d2=0.390 g=2.698 2/2 [==============================] - 0s 14ms/step >29, 36/693, d1=0.395, d2=0.334 g=3.045 2/2 [==============================] - 0s 14ms/step >29, 37/693, d1=0.386, d2=0.604 g=2.821 2/2 [==============================] - 0s 13ms/step >29, 38/693, d1=0.573, d2=0.317 g=2.577 2/2 [==============================] - 0s 12ms/step >29, 39/693, d1=0.412, d2=0.419 g=1.845 2/2 [==============================] - 0s 14ms/step >29, 40/693, d1=0.543, d2=0.470 g=2.777 2/2 [==============================] - 0s 13ms/step >29, 41/693, d1=0.516, d2=0.292 g=1.807 2/2 [==============================] - 0s 12ms/step >29, 42/693, d1=0.459, d2=0.391 g=2.500 2/2 [==============================] - 0s 13ms/step >29, 43/693, d1=0.368, d2=0.466 g=2.414 2/2 [==============================] - 0s 12ms/step >29, 44/693, d1=0.423, d2=0.306 g=2.053 2/2 [==============================] - 0s 12ms/step >29, 45/693, d1=0.506, d2=0.368 g=2.754 2/2 [==============================] - 0s 14ms/step >29, 46/693, d1=0.326, d2=0.472 g=2.418 2/2 [==============================] - 0s 13ms/step >29, 47/693, d1=0.342, d2=0.341 g=2.587 2/2 [==============================] - 0s 12ms/step >29, 48/693, d1=0.544, d2=0.317 g=3.190 2/2 [==============================] - 0s 12ms/step >29, 49/693, d1=0.383, d2=0.415 g=2.438 2/2 [==============================] - 0s 12ms/step >29, 50/693, d1=0.397, d2=0.345 g=3.294 2/2 [==============================] - 0s 12ms/step >29, 51/693, d1=0.535, d2=0.347 g=2.242 2/2 [==============================] - 0s 12ms/step >29, 52/693, d1=0.344, d2=0.482 g=2.555 2/2 [==============================] - 0s 11ms/step >29, 53/693, d1=0.436, d2=0.437 g=2.401 2/2 [==============================] - 0s 13ms/step >29, 54/693, d1=0.438, d2=0.381 g=2.414 2/2 [==============================] - 0s 13ms/step >29, 55/693, d1=0.499, d2=0.397 g=2.891 2/2 [==============================] - 0s 13ms/step >29, 56/693, d1=0.422, d2=0.332 g=2.506 2/2 [==============================] - 0s 13ms/step >29, 57/693, d1=0.356, d2=0.444 g=2.384 2/2 [==============================] - 0s 14ms/step >29, 58/693, d1=0.456, d2=0.335 g=2.687 2/2 [==============================] - 0s 13ms/step >29, 59/693, d1=0.510, d2=0.376 g=2.923 2/2 [==============================] - 0s 13ms/step >29, 60/693, d1=0.441, d2=0.403 g=2.463 2/2 [==============================] - 0s 13ms/step >29, 61/693, d1=0.414, d2=0.373 g=2.236 2/2 [==============================] - 0s 13ms/step >29, 62/693, d1=0.493, d2=0.364 g=2.577 2/2 [==============================] - 0s 12ms/step >29, 63/693, d1=0.392, d2=0.369 g=2.252 2/2 [==============================] - 0s 13ms/step >29, 64/693, d1=0.479, d2=0.553 g=2.424 2/2 [==============================] - 0s 14ms/step >29, 65/693, d1=0.412, d2=0.379 g=2.815 2/2 [==============================] - 0s 13ms/step >29, 66/693, d1=0.562, d2=0.324 g=2.345 2/2 [==============================] - 0s 13ms/step >29, 67/693, d1=0.341, d2=0.353 g=2.196 2/2 [==============================] - 0s 12ms/step >29, 68/693, d1=0.436, d2=0.369 g=2.596 2/2 [==============================] - 0s 13ms/step >29, 69/693, d1=0.377, d2=0.409 g=2.402 2/2 [==============================] - 0s 13ms/step >29, 70/693, d1=0.454, d2=0.341 g=2.830 2/2 [==============================] - 0s 12ms/step >29, 71/693, d1=0.520, d2=0.387 g=2.575 2/2 [==============================] - 0s 12ms/step >29, 72/693, d1=0.322, d2=0.340 g=3.564 2/2 [==============================] - 0s 13ms/step >29, 73/693, d1=0.506, d2=0.297 g=2.279 2/2 [==============================] - 0s 13ms/step >29, 74/693, d1=0.296, d2=0.413 g=2.178 2/2 [==============================] - 0s 13ms/step >29, 75/693, d1=0.288, d2=0.483 g=3.062 2/2 [==============================] - 0s 13ms/step >29, 76/693, d1=0.594, d2=0.397 g=2.664 2/2 [==============================] - 0s 12ms/step >29, 77/693, d1=0.540, d2=0.257 g=2.114 2/2 [==============================] - 0s 13ms/step >29, 78/693, d1=0.440, d2=0.391 g=3.022 2/2 [==============================] - 0s 13ms/step >29, 79/693, d1=0.524, d2=0.455 g=2.000 2/2 [==============================] - 0s 13ms/step >29, 80/693, d1=0.400, d2=0.457 g=2.725 2/2 [==============================] - 0s 14ms/step >29, 81/693, d1=0.419, d2=0.323 g=2.369 2/2 [==============================] - 0s 12ms/step >29, 82/693, d1=0.381, d2=0.381 g=2.442 2/2 [==============================] - 0s 11ms/step >29, 83/693, d1=0.451, d2=0.366 g=2.378 2/2 [==============================] - 0s 12ms/step >29, 84/693, d1=0.470, d2=0.441 g=2.526 2/2 [==============================] - 0s 13ms/step >29, 85/693, d1=0.404, d2=0.425 g=2.515 2/2 [==============================] - 0s 13ms/step >29, 86/693, d1=0.506, d2=0.365 g=2.422 2/2 [==============================] - 0s 14ms/step >29, 87/693, d1=0.490, d2=0.382 g=2.647 2/2 [==============================] - 0s 12ms/step >29, 88/693, d1=0.353, d2=0.379 g=2.696 2/2 [==============================] - 0s 13ms/step >29, 89/693, d1=0.342, d2=0.320 g=2.614 2/2 [==============================] - 0s 13ms/step >29, 90/693, d1=0.450, d2=0.345 g=2.339 2/2 [==============================] - 0s 13ms/step >29, 91/693, d1=0.440, d2=0.346 g=2.536 2/2 [==============================] - 0s 14ms/step >29, 92/693, d1=0.444, d2=0.360 g=2.007 2/2 [==============================] - 0s 12ms/step >29, 93/693, d1=0.377, d2=0.437 g=2.404 2/2 [==============================] - 0s 13ms/step >29, 94/693, d1=0.427, d2=0.464 g=2.382 2/2 [==============================] - 0s 13ms/step >29, 95/693, d1=0.381, d2=0.351 g=2.351 2/2 [==============================] - 0s 14ms/step >29, 96/693, d1=0.214, d2=0.446 g=3.142 2/2 [==============================] - 0s 13ms/step >29, 97/693, d1=0.489, d2=0.287 g=2.227 2/2 [==============================] - 0s 14ms/step >29, 98/693, d1=0.616, d2=0.339 g=2.467 2/2 [==============================] - 0s 15ms/step >29, 99/693, d1=0.541, d2=0.488 g=2.278 2/2 [==============================] - 0s 14ms/step >29, 100/693, d1=0.357, d2=0.414 g=2.891 2/2 [==============================] - 0s 13ms/step >29, 101/693, d1=0.265, d2=0.397 g=2.311 2/2 [==============================] - 0s 13ms/step >29, 102/693, d1=0.629, d2=0.359 g=2.809 2/2 [==============================] - 0s 12ms/step >29, 103/693, d1=0.298, d2=0.387 g=2.440 2/2 [==============================] - 0s 15ms/step >29, 104/693, d1=0.547, d2=0.325 g=2.597 2/2 [==============================] - 0s 12ms/step >29, 105/693, d1=0.435, d2=0.397 g=2.568 2/2 [==============================] - 0s 13ms/step >29, 106/693, d1=0.471, d2=0.449 g=2.967 2/2 [==============================] - 0s 13ms/step >29, 107/693, d1=0.524, d2=0.597 g=2.359 2/2 [==============================] - 0s 13ms/step >29, 108/693, d1=0.419, d2=0.370 g=2.576 2/2 [==============================] - 0s 13ms/step >29, 109/693, d1=0.487, d2=0.437 g=2.564 2/2 [==============================] - 0s 12ms/step >29, 110/693, d1=0.496, d2=0.376 g=2.268 2/2 [==============================] - 0s 13ms/step >29, 111/693, d1=0.639, d2=0.355 g=2.907 2/2 [==============================] - 0s 14ms/step >29, 112/693, d1=0.441, d2=0.443 g=1.823 2/2 [==============================] - 0s 14ms/step >29, 113/693, d1=0.341, d2=0.409 g=2.042 2/2 [==============================] - 0s 12ms/step >29, 114/693, d1=0.440, d2=0.327 g=2.998 2/2 [==============================] - 0s 13ms/step >29, 115/693, d1=0.392, d2=0.399 g=2.542 2/2 [==============================] - 0s 12ms/step >29, 116/693, d1=0.544, d2=0.414 g=2.595 2/2 [==============================] - 0s 14ms/step >29, 117/693, d1=0.330, d2=0.383 g=2.465 2/2 [==============================] - 0s 12ms/step >29, 118/693, d1=0.439, d2=0.263 g=2.681 2/2 [==============================] - 0s 14ms/step >29, 119/693, d1=0.539, d2=0.393 g=2.638 2/2 [==============================] - 0s 14ms/step >29, 120/693, d1=0.354, d2=0.425 g=2.094 2/2 [==============================] - 0s 13ms/step >29, 121/693, d1=0.438, d2=0.374 g=2.009 2/2 [==============================] - 0s 14ms/step >29, 122/693, d1=0.478, d2=0.357 g=2.471 2/2 [==============================] - 0s 11ms/step >29, 123/693, d1=0.377, d2=0.481 g=2.679 2/2 [==============================] - 0s 12ms/step >29, 124/693, d1=0.363, d2=0.407 g=2.562 2/2 [==============================] - 0s 13ms/step >29, 125/693, d1=0.435, d2=0.377 g=2.401 2/2 [==============================] - 0s 13ms/step >29, 126/693, d1=0.535, d2=0.368 g=2.026 2/2 [==============================] - 0s 12ms/step >29, 127/693, d1=0.331, d2=0.406 g=2.224 2/2 [==============================] - 0s 14ms/step >29, 128/693, d1=0.444, d2=0.287 g=2.482 2/2 [==============================] - 0s 13ms/step >29, 129/693, d1=0.511, d2=0.406 g=2.126 2/2 [==============================] - 0s 14ms/step >29, 130/693, d1=0.336, d2=0.315 g=2.522 2/2 [==============================] - 0s 12ms/step >29, 131/693, d1=0.421, d2=0.304 g=2.259 2/2 [==============================] - 0s 14ms/step >29, 132/693, d1=0.343, d2=0.414 g=1.750 2/2 [==============================] - 0s 11ms/step >29, 133/693, d1=0.394, d2=0.422 g=2.675 2/2 [==============================] - 0s 12ms/step >29, 134/693, d1=0.467, d2=0.400 g=2.306 2/2 [==============================] - 0s 13ms/step >29, 135/693, d1=0.397, d2=0.292 g=2.200 2/2 [==============================] - 0s 13ms/step >29, 136/693, d1=0.289, d2=0.332 g=2.764 2/2 [==============================] - 0s 13ms/step >29, 137/693, d1=0.479, d2=0.378 g=2.509 2/2 [==============================] - 0s 13ms/step >29, 138/693, d1=0.392, d2=0.323 g=3.315 2/2 [==============================] - 0s 12ms/step >29, 139/693, d1=0.367, d2=0.348 g=2.757 2/2 [==============================] - 0s 12ms/step >29, 140/693, d1=0.365, d2=0.424 g=2.858 2/2 [==============================] - 0s 14ms/step >29, 141/693, d1=0.622, d2=0.317 g=1.995 2/2 [==============================] - 0s 13ms/step >29, 142/693, d1=0.487, d2=0.534 g=2.596 2/2 [==============================] - 0s 13ms/step >29, 143/693, d1=0.406, d2=0.457 g=2.567 2/2 [==============================] - 0s 13ms/step >29, 144/693, d1=0.507, d2=0.331 g=2.722 2/2 [==============================] - 0s 12ms/step >29, 145/693, d1=0.340, d2=0.366 g=2.196 2/2 [==============================] - 0s 12ms/step >29, 146/693, d1=0.401, d2=0.344 g=2.204 2/2 [==============================] - 0s 13ms/step >29, 147/693, d1=0.364, d2=0.406 g=2.723 2/2 [==============================] - 0s 13ms/step >29, 148/693, d1=0.397, d2=0.346 g=2.834 2/2 [==============================] - 0s 14ms/step >29, 149/693, d1=0.401, d2=0.287 g=2.435 2/2 [==============================] - 0s 14ms/step >29, 150/693, d1=0.454, d2=0.358 g=2.389 2/2 [==============================] - 0s 14ms/step >29, 151/693, d1=0.415, d2=0.451 g=2.843 2/2 [==============================] - 0s 11ms/step >29, 152/693, d1=0.413, d2=0.332 g=3.124 2/2 [==============================] - 0s 12ms/step >29, 153/693, d1=0.320, d2=0.431 g=2.574 2/2 [==============================] - 0s 12ms/step >29, 154/693, d1=0.475, d2=0.294 g=2.779 2/2 [==============================] - 0s 13ms/step >29, 155/693, d1=0.467, d2=0.375 g=2.412 2/2 [==============================] - 0s 12ms/step >29, 156/693, d1=0.230, d2=0.449 g=2.027 2/2 [==============================] - 0s 13ms/step >29, 157/693, d1=0.570, d2=0.311 g=2.076 2/2 [==============================] - 0s 12ms/step >29, 158/693, d1=0.408, d2=0.377 g=2.603 2/2 [==============================] - 0s 14ms/step >29, 159/693, d1=0.359, d2=0.423 g=2.758 2/2 [==============================] - 0s 13ms/step >29, 160/693, d1=0.419, d2=0.326 g=2.916 2/2 [==============================] - 0s 14ms/step >29, 161/693, d1=0.576, d2=0.398 g=2.463 2/2 [==============================] - 0s 12ms/step >29, 162/693, d1=0.372, d2=0.343 g=2.365 2/2 [==============================] - 0s 13ms/step >29, 163/693, d1=0.469, d2=0.418 g=2.078 2/2 [==============================] - 0s 11ms/step >29, 164/693, d1=0.515, d2=0.349 g=2.446 2/2 [==============================] - 0s 11ms/step >29, 165/693, d1=0.436, d2=0.480 g=2.601 2/2 [==============================] - 0s 13ms/step >29, 166/693, d1=0.415, d2=0.281 g=2.628 2/2 [==============================] - 0s 12ms/step >29, 167/693, d1=0.456, d2=0.517 g=2.508 2/2 [==============================] - 0s 13ms/step >29, 168/693, d1=0.395, d2=0.361 g=2.150 2/2 [==============================] - 0s 12ms/step >29, 169/693, d1=0.327, d2=0.300 g=2.233 2/2 [==============================] - 0s 13ms/step >29, 170/693, d1=0.422, d2=0.363 g=2.565 2/2 [==============================] - 0s 12ms/step >29, 171/693, d1=0.469, d2=0.328 g=2.615 2/2 [==============================] - 0s 12ms/step >29, 172/693, d1=0.405, d2=0.390 g=2.238 2/2 [==============================] - 0s 12ms/step >29, 173/693, d1=0.421, d2=0.399 g=2.300 2/2 [==============================] - 0s 11ms/step >29, 174/693, d1=0.298, d2=0.372 g=2.623 2/2 [==============================] - 0s 13ms/step >29, 175/693, d1=0.487, d2=0.355 g=2.311 2/2 [==============================] - 0s 12ms/step >29, 176/693, d1=0.281, d2=0.299 g=2.746 2/2 [==============================] - 0s 11ms/step >29, 177/693, d1=0.448, d2=0.414 g=3.183 2/2 [==============================] - 0s 12ms/step >29, 178/693, d1=0.449, d2=0.267 g=2.505 2/2 [==============================] - 0s 12ms/step >29, 179/693, d1=0.517, d2=0.312 g=2.367 2/2 [==============================] - 0s 14ms/step >29, 180/693, d1=0.417, d2=0.470 g=2.452 2/2 [==============================] - 0s 12ms/step >29, 181/693, d1=0.454, d2=0.572 g=2.452 2/2 [==============================] - 0s 11ms/step >29, 182/693, d1=0.466, d2=0.312 g=2.676 2/2 [==============================] - 0s 13ms/step >29, 183/693, d1=0.372, d2=0.319 g=2.703 2/2 [==============================] - 0s 13ms/step >29, 184/693, d1=0.276, d2=0.321 g=2.858 2/2 [==============================] - 0s 12ms/step >29, 185/693, d1=0.331, d2=0.273 g=3.034 2/2 [==============================] - 0s 13ms/step >29, 186/693, d1=0.518, d2=0.277 g=2.990 2/2 [==============================] - 0s 13ms/step >29, 187/693, d1=0.503, d2=0.479 g=2.079 2/2 [==============================] - 0s 12ms/step >29, 188/693, d1=0.553, d2=0.471 g=2.311 2/2 [==============================] - 0s 12ms/step >29, 189/693, d1=0.423, d2=0.327 g=2.503 2/2 [==============================] - 0s 13ms/step >29, 190/693, d1=0.384, d2=0.471 g=2.183 2/2 [==============================] - 0s 14ms/step >29, 191/693, d1=0.482, d2=0.325 g=2.029 2/2 [==============================] - 0s 13ms/step >29, 192/693, d1=0.492, d2=0.585 g=2.163 2/2 [==============================] - 0s 14ms/step >29, 193/693, d1=0.391, d2=0.368 g=2.609 2/2 [==============================] - 0s 12ms/step >29, 194/693, d1=0.556, d2=0.408 g=2.687 2/2 [==============================] - 0s 12ms/step >29, 195/693, d1=0.337, d2=0.383 g=2.491 2/2 [==============================] - 0s 13ms/step >29, 196/693, d1=0.427, d2=0.279 g=2.236 2/2 [==============================] - 0s 13ms/step >29, 197/693, d1=0.305, d2=0.346 g=2.602 2/2 [==============================] - 0s 13ms/step >29, 198/693, d1=0.439, d2=0.422 g=2.436 2/2 [==============================] - 0s 13ms/step >29, 199/693, d1=0.378, d2=0.373 g=2.421 2/2 [==============================] - 0s 13ms/step >29, 200/693, d1=0.520, d2=0.273 g=2.332 2/2 [==============================] - 0s 13ms/step >29, 201/693, d1=0.437, d2=0.434 g=2.961 2/2 [==============================] - 0s 13ms/step >29, 202/693, d1=0.391, d2=0.313 g=2.816 2/2 [==============================] - 0s 12ms/step >29, 203/693, d1=0.399, d2=0.433 g=2.177 2/2 [==============================] - 0s 12ms/step >29, 204/693, d1=0.420, d2=0.427 g=2.571 2/2 [==============================] - 0s 13ms/step >29, 205/693, d1=0.427, d2=0.410 g=2.543 2/2 [==============================] - 0s 14ms/step >29, 206/693, d1=0.499, d2=0.380 g=2.822 2/2 [==============================] - 0s 12ms/step >29, 207/693, d1=0.424, d2=0.492 g=2.985 2/2 [==============================] - 0s 11ms/step >29, 208/693, d1=0.401, d2=0.434 g=2.783 2/2 [==============================] - 0s 12ms/step >29, 209/693, d1=0.472, d2=0.329 g=2.829 2/2 [==============================] - 0s 13ms/step >29, 210/693, d1=0.371, d2=0.328 g=3.215 2/2 [==============================] - 0s 13ms/step >29, 211/693, d1=0.438, d2=0.318 g=2.786 2/2 [==============================] - 0s 14ms/step >29, 212/693, d1=0.359, d2=0.372 g=2.251 2/2 [==============================] - 0s 12ms/step >29, 213/693, d1=0.366, d2=0.319 g=2.404 2/2 [==============================] - 0s 12ms/step >29, 214/693, d1=0.403, d2=0.326 g=2.321 2/2 [==============================] - 0s 14ms/step >29, 215/693, d1=0.405, d2=0.314 g=3.089 2/2 [==============================] - 0s 13ms/step >29, 216/693, d1=0.393, d2=0.290 g=2.712 2/2 [==============================] - 0s 13ms/step >29, 217/693, d1=0.476, d2=0.493 g=2.169 2/2 [==============================] - 0s 12ms/step >29, 218/693, d1=0.477, d2=0.322 g=2.908 2/2 [==============================] - 0s 13ms/step >29, 219/693, d1=0.529, d2=0.472 g=2.803 2/2 [==============================] - 0s 14ms/step >29, 220/693, d1=0.417, d2=0.350 g=1.971 2/2 [==============================] - 0s 12ms/step >29, 221/693, d1=0.394, d2=0.322 g=2.451 2/2 [==============================] - 0s 13ms/step >29, 222/693, d1=0.509, d2=0.639 g=2.429 2/2 [==============================] - 0s 14ms/step >29, 223/693, d1=0.428, d2=0.414 g=2.746 2/2 [==============================] - 0s 13ms/step >29, 224/693, d1=0.358, d2=0.343 g=2.144 2/2 [==============================] - 0s 14ms/step >29, 225/693, d1=0.455, d2=0.298 g=2.694 2/2 [==============================] - 0s 13ms/step >29, 226/693, d1=0.356, d2=0.358 g=2.083 2/2 [==============================] - 0s 13ms/step >29, 227/693, d1=0.357, d2=0.429 g=3.158 2/2 [==============================] - 0s 12ms/step >29, 228/693, d1=0.468, d2=0.275 g=3.342 2/2 [==============================] - 0s 13ms/step >29, 229/693, d1=0.289, d2=0.338 g=2.777 2/2 [==============================] - 0s 11ms/step >29, 230/693, d1=0.438, d2=0.446 g=2.823 2/2 [==============================] - 0s 11ms/step >29, 231/693, d1=0.485, d2=0.308 g=2.549 2/2 [==============================] - 0s 12ms/step >29, 232/693, d1=0.474, d2=0.330 g=2.569 2/2 [==============================] - 0s 13ms/step >29, 233/693, d1=0.505, d2=0.438 g=2.686 2/2 [==============================] - 0s 15ms/step >29, 234/693, d1=0.404, d2=0.465 g=2.271 2/2 [==============================] - 0s 13ms/step >29, 235/693, d1=0.363, d2=0.337 g=2.289 2/2 [==============================] - 0s 13ms/step >29, 236/693, d1=0.404, d2=0.347 g=1.882 2/2 [==============================] - 0s 13ms/step >29, 237/693, d1=0.436, d2=0.452 g=2.294 2/2 [==============================] - 0s 12ms/step >29, 238/693, d1=0.331, d2=0.344 g=2.958 2/2 [==============================] - 0s 12ms/step >29, 239/693, d1=0.363, d2=0.385 g=3.117 2/2 [==============================] - 0s 13ms/step >29, 240/693, d1=0.454, d2=0.313 g=2.342 2/2 [==============================] - 0s 12ms/step >29, 241/693, d1=0.391, d2=0.444 g=1.959 2/2 [==============================] - 0s 14ms/step >29, 242/693, d1=0.547, d2=0.364 g=2.406 2/2 [==============================] - 0s 13ms/step >29, 243/693, d1=0.341, d2=0.407 g=2.623 2/2 [==============================] - 0s 13ms/step >29, 244/693, d1=0.363, d2=0.494 g=3.479 2/2 [==============================] - 0s 13ms/step >29, 245/693, d1=0.356, d2=0.295 g=2.845 2/2 [==============================] - 0s 13ms/step >29, 246/693, d1=0.315, d2=0.275 g=3.154 2/2 [==============================] - 0s 11ms/step >29, 247/693, d1=0.669, d2=0.385 g=3.158 2/2 [==============================] - 0s 11ms/step >29, 248/693, d1=0.389, d2=0.430 g=2.714 2/2 [==============================] - 0s 14ms/step >29, 249/693, d1=0.352, d2=0.328 g=2.977 2/2 [==============================] - 0s 13ms/step >29, 250/693, d1=0.478, d2=0.343 g=2.751 2/2 [==============================] - 0s 13ms/step >29, 251/693, d1=0.407, d2=0.306 g=2.971 2/2 [==============================] - 0s 13ms/step >29, 252/693, d1=0.596, d2=0.435 g=2.642 2/2 [==============================] - 0s 12ms/step >29, 253/693, d1=0.359, d2=0.442 g=2.831 2/2 [==============================] - 0s 12ms/step >29, 254/693, d1=0.397, d2=0.311 g=2.590 2/2 [==============================] - 0s 13ms/step >29, 255/693, d1=0.431, d2=0.451 g=2.462 2/2 [==============================] - 0s 13ms/step >29, 256/693, d1=0.483, d2=0.385 g=2.393 2/2 [==============================] - 0s 14ms/step >29, 257/693, d1=0.466, d2=0.341 g=2.247 2/2 [==============================] - 0s 13ms/step >29, 258/693, d1=0.514, d2=0.435 g=2.401 2/2 [==============================] - 0s 12ms/step >29, 259/693, d1=0.447, d2=0.395 g=2.920 2/2 [==============================] - 0s 13ms/step >29, 260/693, d1=0.444, d2=0.411 g=2.091 2/2 [==============================] - 0s 12ms/step >29, 261/693, d1=0.489, d2=0.417 g=1.971 2/2 [==============================] - 0s 13ms/step >29, 262/693, d1=0.500, d2=0.458 g=2.478 2/2 [==============================] - 0s 13ms/step >29, 263/693, d1=0.509, d2=0.597 g=3.156 2/2 [==============================] - 0s 13ms/step >29, 264/693, d1=0.339, d2=0.309 g=2.716 2/2 [==============================] - 0s 12ms/step >29, 265/693, d1=0.607, d2=0.332 g=2.155 2/2 [==============================] - 0s 13ms/step >29, 266/693, d1=0.354, d2=0.403 g=2.070 2/2 [==============================] - 0s 13ms/step >29, 267/693, d1=0.249, d2=0.361 g=2.697 2/2 [==============================] - 0s 12ms/step >29, 268/693, d1=0.348, d2=0.346 g=2.866 2/2 [==============================] - 0s 13ms/step >29, 269/693, d1=0.449, d2=0.386 g=2.511 2/2 [==============================] - 0s 14ms/step >29, 270/693, d1=0.414, d2=0.369 g=2.172 2/2 [==============================] - 0s 12ms/step >29, 271/693, d1=0.420, d2=0.386 g=2.745 2/2 [==============================] - 0s 13ms/step >29, 272/693, d1=0.452, d2=0.412 g=2.410 2/2 [==============================] - 0s 13ms/step >29, 273/693, d1=0.419, d2=0.370 g=2.764 2/2 [==============================] - 0s 14ms/step >29, 274/693, d1=0.389, d2=0.412 g=2.809 2/2 [==============================] - 0s 13ms/step >29, 275/693, d1=0.368, d2=0.375 g=2.684 2/2 [==============================] - 0s 13ms/step >29, 276/693, d1=0.465, d2=0.367 g=2.802 2/2 [==============================] - 0s 13ms/step >29, 277/693, d1=0.556, d2=0.302 g=2.993 2/2 [==============================] - 0s 15ms/step >29, 278/693, d1=0.408, d2=0.310 g=2.212 2/2 [==============================] - 0s 14ms/step >29, 279/693, d1=0.482, d2=0.369 g=2.721 2/2 [==============================] - 0s 13ms/step >29, 280/693, d1=0.483, d2=0.468 g=3.063 2/2 [==============================] - 0s 13ms/step >29, 281/693, d1=0.469, d2=0.389 g=3.227 2/2 [==============================] - 0s 11ms/step >29, 282/693, d1=0.402, d2=0.375 g=2.301 2/2 [==============================] - 0s 13ms/step >29, 283/693, d1=0.341, d2=0.395 g=2.205 2/2 [==============================] - 0s 14ms/step >29, 284/693, d1=0.533, d2=0.492 g=2.642 2/2 [==============================] - 0s 13ms/step >29, 285/693, d1=0.279, d2=0.322 g=2.493 2/2 [==============================] - 0s 12ms/step >29, 286/693, d1=0.566, d2=0.491 g=2.675 2/2 [==============================] - 0s 12ms/step >29, 287/693, d1=0.460, d2=0.376 g=2.616 2/2 [==============================] - 0s 13ms/step >29, 288/693, d1=0.495, d2=0.326 g=2.082 2/2 [==============================] - 0s 14ms/step >29, 289/693, d1=0.467, d2=0.487 g=2.112 2/2 [==============================] - 0s 12ms/step >29, 290/693, d1=0.403, d2=0.399 g=2.296 2/2 [==============================] - 0s 12ms/step >29, 291/693, d1=0.374, d2=0.400 g=2.178 2/2 [==============================] - 0s 13ms/step >29, 292/693, d1=0.554, d2=0.409 g=2.558 2/2 [==============================] - 0s 14ms/step >29, 293/693, d1=0.469, d2=0.379 g=2.589 2/2 [==============================] - 0s 12ms/step >29, 294/693, d1=0.547, d2=0.388 g=2.651 2/2 [==============================] - 0s 11ms/step >29, 295/693, d1=0.453, d2=0.396 g=2.232 2/2 [==============================] - 0s 12ms/step >29, 296/693, d1=0.378, d2=0.429 g=2.930 2/2 [==============================] - 0s 12ms/step >29, 297/693, d1=0.462, d2=0.352 g=2.878 2/2 [==============================] - 0s 13ms/step >29, 298/693, d1=0.599, d2=0.406 g=2.615 2/2 [==============================] - 0s 13ms/step >29, 299/693, d1=0.346, d2=0.384 g=2.252 2/2 [==============================] - 0s 15ms/step >29, 300/693, d1=0.503, d2=0.322 g=2.196 2/2 [==============================] - 0s 13ms/step >29, 301/693, d1=0.432, d2=0.569 g=2.876 2/2 [==============================] - 0s 16ms/step >29, 302/693, d1=0.381, d2=0.338 g=2.698 2/2 [==============================] - 0s 14ms/step >29, 303/693, d1=0.382, d2=0.317 g=2.275 2/2 [==============================] - 0s 12ms/step >29, 304/693, d1=0.403, d2=0.356 g=2.293 2/2 [==============================] - 0s 12ms/step >29, 305/693, d1=0.340, d2=0.495 g=1.941 2/2 [==============================] - 0s 13ms/step >29, 306/693, d1=0.500, d2=0.469 g=2.533 2/2 [==============================] - 0s 13ms/step >29, 307/693, d1=0.432, d2=0.270 g=2.650 2/2 [==============================] - 0s 12ms/step >29, 308/693, d1=0.493, d2=0.371 g=2.696 2/2 [==============================] - 0s 12ms/step >29, 309/693, d1=0.353, d2=0.360 g=2.615 2/2 [==============================] - 0s 13ms/step >29, 310/693, d1=0.495, d2=0.360 g=1.764 2/2 [==============================] - 0s 13ms/step >29, 311/693, d1=0.452, d2=0.401 g=2.552 2/2 [==============================] - 0s 13ms/step >29, 312/693, d1=0.427, d2=0.398 g=2.211 2/2 [==============================] - 0s 12ms/step >29, 313/693, d1=0.484, d2=0.432 g=2.185 2/2 [==============================] - 0s 12ms/step >29, 314/693, d1=0.307, d2=0.309 g=2.417 2/2 [==============================] - 0s 11ms/step >29, 315/693, d1=0.450, d2=0.488 g=2.138 2/2 [==============================] - 0s 13ms/step >29, 316/693, d1=0.390, d2=0.423 g=1.998 2/2 [==============================] - 0s 12ms/step >29, 317/693, d1=0.446, d2=0.524 g=2.529 2/2 [==============================] - 0s 12ms/step >29, 318/693, d1=0.327, d2=0.287 g=2.390 2/2 [==============================] - 0s 13ms/step >29, 319/693, d1=0.514, d2=0.395 g=2.964 2/2 [==============================] - 0s 12ms/step >29, 320/693, d1=0.537, d2=0.435 g=2.117 2/2 [==============================] - 0s 13ms/step >29, 321/693, d1=0.437, d2=0.423 g=2.198 2/2 [==============================] - 0s 13ms/step >29, 322/693, d1=0.413, d2=0.516 g=2.867 2/2 [==============================] - 0s 13ms/step >29, 323/693, d1=0.546, d2=0.363 g=2.200 2/2 [==============================] - 0s 13ms/step >29, 324/693, d1=0.447, d2=0.385 g=2.983 2/2 [==============================] - 0s 13ms/step >29, 325/693, d1=0.387, d2=0.392 g=2.169 2/2 [==============================] - 0s 12ms/step >29, 326/693, d1=0.362, d2=0.484 g=2.567 2/2 [==============================] - 0s 12ms/step >29, 327/693, d1=0.599, d2=0.321 g=3.327 2/2 [==============================] - 0s 12ms/step >29, 328/693, d1=0.609, d2=0.380 g=2.678 2/2 [==============================] - 0s 12ms/step >29, 329/693, d1=0.345, d2=0.394 g=2.455 2/2 [==============================] - 0s 13ms/step >29, 330/693, d1=0.423, d2=0.450 g=2.359 2/2 [==============================] - 0s 12ms/step >29, 331/693, d1=0.427, d2=0.355 g=2.209 2/2 [==============================] - 0s 13ms/step >29, 332/693, d1=0.405, d2=0.408 g=2.183 2/2 [==============================] - 0s 12ms/step >29, 333/693, d1=0.435, d2=0.433 g=2.186 2/2 [==============================] - 0s 12ms/step >29, 334/693, d1=0.408, d2=0.364 g=2.642 2/2 [==============================] - 0s 13ms/step >29, 335/693, d1=0.510, d2=0.453 g=2.895 2/2 [==============================] - 0s 12ms/step >29, 336/693, d1=0.364, d2=0.384 g=2.858 2/2 [==============================] - 0s 13ms/step >29, 337/693, d1=0.316, d2=0.360 g=2.716 2/2 [==============================] - 0s 14ms/step >29, 338/693, d1=0.415, d2=0.372 g=2.000 2/2 [==============================] - 0s 14ms/step >29, 339/693, d1=0.412, d2=0.564 g=2.464 2/2 [==============================] - 0s 11ms/step >29, 340/693, d1=0.407, d2=0.373 g=2.978 2/2 [==============================] - 0s 12ms/step >29, 341/693, d1=0.455, d2=0.277 g=2.290 2/2 [==============================] - 0s 14ms/step >29, 342/693, d1=0.350, d2=0.457 g=2.136 2/2 [==============================] - 0s 13ms/step >29, 343/693, d1=0.444, d2=0.376 g=2.502 2/2 [==============================] - 0s 12ms/step >29, 344/693, d1=0.407, d2=0.421 g=2.555 2/2 [==============================] - 0s 13ms/step >29, 345/693, d1=0.398, d2=0.342 g=2.873 2/2 [==============================] - 0s 14ms/step >29, 346/693, d1=0.534, d2=0.322 g=2.343 2/2 [==============================] - 0s 13ms/step >29, 347/693, d1=0.465, d2=0.374 g=2.948 2/2 [==============================] - 0s 12ms/step >29, 348/693, d1=0.482, d2=0.366 g=2.059 2/2 [==============================] - 0s 12ms/step >29, 349/693, d1=0.328, d2=0.370 g=2.365 2/2 [==============================] - 0s 13ms/step >29, 350/693, d1=0.510, d2=0.430 g=2.723 2/2 [==============================] - 0s 14ms/step >29, 351/693, d1=0.371, d2=0.463 g=2.717 2/2 [==============================] - 0s 12ms/step >29, 352/693, d1=0.462, d2=0.299 g=2.879 2/2 [==============================] - 0s 11ms/step >29, 353/693, d1=0.565, d2=0.332 g=2.222 2/2 [==============================] - 0s 13ms/step >29, 354/693, d1=0.390, d2=0.405 g=2.157 2/2 [==============================] - 0s 13ms/step >29, 355/693, d1=0.412, d2=0.413 g=2.515 2/2 [==============================] - 0s 13ms/step >29, 356/693, d1=0.379, d2=0.321 g=2.896 2/2 [==============================] - 0s 15ms/step >29, 357/693, d1=0.480, d2=0.446 g=2.498 2/2 [==============================] - 0s 13ms/step >29, 358/693, d1=0.522, d2=0.344 g=2.416 2/2 [==============================] - 0s 13ms/step >29, 359/693, d1=0.470, d2=0.449 g=2.410 2/2 [==============================] - 0s 12ms/step >29, 360/693, d1=0.316, d2=0.383 g=2.706 2/2 [==============================] - 0s 14ms/step >29, 361/693, d1=0.623, d2=0.339 g=2.282 2/2 [==============================] - 0s 13ms/step >29, 362/693, d1=0.513, d2=0.378 g=1.955 2/2 [==============================] - 0s 11ms/step >29, 363/693, d1=0.528, d2=0.462 g=2.857 2/2 [==============================] - 0s 12ms/step >29, 364/693, d1=0.510, d2=0.396 g=2.515 2/2 [==============================] - 0s 13ms/step >29, 365/693, d1=0.384, d2=0.368 g=2.249 2/2 [==============================] - 0s 12ms/step >29, 366/693, d1=0.366, d2=0.351 g=1.986 2/2 [==============================] - 0s 13ms/step >29, 367/693, d1=0.410, d2=0.410 g=1.928 2/2 [==============================] - 0s 13ms/step >29, 368/693, d1=0.352, d2=0.533 g=2.560 2/2 [==============================] - 0s 12ms/step >29, 369/693, d1=0.466, d2=0.287 g=1.984 2/2 [==============================] - 0s 12ms/step >29, 370/693, d1=0.439, d2=0.283 g=1.734 2/2 [==============================] - 0s 12ms/step >29, 371/693, d1=0.339, d2=0.274 g=2.199 2/2 [==============================] - 0s 14ms/step >29, 372/693, d1=0.197, d2=0.351 g=1.890 2/2 [==============================] - 0s 14ms/step >29, 373/693, d1=0.472, d2=0.485 g=2.226 2/2 [==============================] - 0s 15ms/step >29, 374/693, d1=0.414, d2=0.432 g=2.137 2/2 [==============================] - 0s 13ms/step >29, 375/693, d1=0.463, d2=0.336 g=2.576 2/2 [==============================] - 0s 14ms/step >29, 376/693, d1=0.479, d2=0.329 g=2.487 2/2 [==============================] - 0s 15ms/step >29, 377/693, d1=0.372, d2=0.416 g=2.419 2/2 [==============================] - 0s 14ms/step >29, 378/693, d1=0.351, d2=0.354 g=2.551 2/2 [==============================] - 0s 13ms/step >29, 379/693, d1=0.510, d2=0.420 g=2.833 2/2 [==============================] - 0s 13ms/step >29, 380/693, d1=0.528, d2=0.358 g=2.457 2/2 [==============================] - 0s 13ms/step >29, 381/693, d1=0.371, d2=0.560 g=2.700 2/2 [==============================] - 0s 15ms/step >29, 382/693, d1=0.397, d2=0.300 g=2.736 2/2 [==============================] - 0s 12ms/step >29, 383/693, d1=0.475, d2=0.303 g=2.259 2/2 [==============================] - 0s 12ms/step >29, 384/693, d1=0.291, d2=0.381 g=3.040 2/2 [==============================] - 0s 13ms/step >29, 385/693, d1=0.584, d2=0.332 g=2.020 2/2 [==============================] - 0s 12ms/step >29, 386/693, d1=0.395, d2=0.317 g=2.539 2/2 [==============================] - 0s 14ms/step >29, 387/693, d1=0.280, d2=0.296 g=2.425 2/2 [==============================] - 0s 14ms/step >29, 388/693, d1=0.438, d2=0.352 g=2.440 2/2 [==============================] - 0s 13ms/step >29, 389/693, d1=0.479, d2=0.412 g=2.877 2/2 [==============================] - 0s 13ms/step >29, 390/693, d1=0.315, d2=0.401 g=2.182 2/2 [==============================] - 0s 12ms/step >29, 391/693, d1=0.326, d2=0.411 g=2.187 2/2 [==============================] - 0s 12ms/step >29, 392/693, d1=0.504, d2=0.364 g=3.159 2/2 [==============================] - 0s 14ms/step >29, 393/693, d1=0.371, d2=0.370 g=2.441 2/2 [==============================] - 0s 13ms/step >29, 394/693, d1=0.434, d2=0.465 g=2.307 2/2 [==============================] - 0s 13ms/step >29, 395/693, d1=0.460, d2=0.357 g=2.589 2/2 [==============================] - 0s 13ms/step >29, 396/693, d1=0.319, d2=0.380 g=2.884 2/2 [==============================] - 0s 12ms/step >29, 397/693, d1=0.509, d2=0.303 g=2.174 2/2 [==============================] - 0s 12ms/step >29, 398/693, d1=0.404, d2=0.411 g=2.606 2/2 [==============================] - 0s 12ms/step >29, 399/693, d1=0.379, d2=0.446 g=2.782 2/2 [==============================] - 0s 13ms/step >29, 400/693, d1=0.566, d2=0.444 g=2.414 2/2 [==============================] - 0s 13ms/step >29, 401/693, d1=0.443, d2=0.428 g=3.002 2/2 [==============================] - 0s 12ms/step >29, 402/693, d1=0.562, d2=0.308 g=2.597 2/2 [==============================] - 0s 13ms/step >29, 403/693, d1=0.463, d2=0.459 g=2.675 2/2 [==============================] - 0s 13ms/step >29, 404/693, d1=0.409, d2=0.410 g=2.380 2/2 [==============================] - 0s 13ms/step >29, 405/693, d1=0.423, d2=0.394 g=2.333 2/2 [==============================] - 0s 12ms/step >29, 406/693, d1=0.515, d2=0.334 g=2.512 2/2 [==============================] - 0s 13ms/step >29, 407/693, d1=0.618, d2=0.478 g=2.250 2/2 [==============================] - 0s 13ms/step >29, 408/693, d1=0.447, d2=0.445 g=3.121 2/2 [==============================] - 0s 13ms/step >29, 409/693, d1=0.289, d2=0.389 g=2.364 2/2 [==============================] - 0s 12ms/step >29, 410/693, d1=0.550, d2=0.385 g=2.194 2/2 [==============================] - 0s 14ms/step >29, 411/693, d1=0.606, d2=0.462 g=2.403 2/2 [==============================] - 0s 12ms/step >29, 412/693, d1=0.323, d2=0.484 g=2.121 2/2 [==============================] - 0s 14ms/step >29, 413/693, d1=0.313, d2=0.353 g=2.831 2/2 [==============================] - 0s 13ms/step >29, 414/693, d1=0.516, d2=0.328 g=2.782 2/2 [==============================] - 0s 12ms/step >29, 415/693, d1=0.447, d2=0.341 g=2.438 2/2 [==============================] - 0s 14ms/step >29, 416/693, d1=0.233, d2=0.341 g=2.626 2/2 [==============================] - 0s 14ms/step >29, 417/693, d1=0.457, d2=0.362 g=2.700 2/2 [==============================] - 0s 15ms/step >29, 418/693, d1=0.382, d2=0.392 g=2.610 2/2 [==============================] - 0s 12ms/step >29, 419/693, d1=0.351, d2=0.352 g=1.869 2/2 [==============================] - 0s 13ms/step >29, 420/693, d1=0.468, d2=0.333 g=2.880 2/2 [==============================] - 0s 13ms/step >29, 421/693, d1=0.417, d2=0.345 g=3.165 2/2 [==============================] - 0s 13ms/step >29, 422/693, d1=0.359, d2=0.464 g=2.725 2/2 [==============================] - 0s 12ms/step >29, 423/693, d1=0.527, d2=0.324 g=3.368 2/2 [==============================] - 0s 12ms/step >29, 424/693, d1=0.419, d2=0.312 g=2.530 2/2 [==============================] - 0s 13ms/step >29, 425/693, d1=0.419, d2=0.516 g=2.398 2/2 [==============================] - 0s 13ms/step >29, 426/693, d1=0.377, d2=0.276 g=3.019 2/2 [==============================] - 0s 14ms/step >29, 427/693, d1=0.339, d2=0.291 g=3.529 2/2 [==============================] - 0s 14ms/step >29, 428/693, d1=0.349, d2=0.257 g=3.324 2/2 [==============================] - 0s 14ms/step >29, 429/693, d1=0.338, d2=0.267 g=3.374 2/2 [==============================] - 0s 12ms/step >29, 430/693, d1=0.289, d2=0.309 g=2.932 2/2 [==============================] - 0s 12ms/step >29, 431/693, d1=0.332, d2=0.316 g=2.604 2/2 [==============================] - 0s 13ms/step >29, 432/693, d1=0.393, d2=0.343 g=2.218 2/2 [==============================] - 0s 13ms/step >29, 433/693, d1=0.407, d2=0.337 g=2.497 2/2 [==============================] - 0s 14ms/step >29, 434/693, d1=0.298, d2=0.331 g=2.486 2/2 [==============================] - 0s 14ms/step >29, 435/693, d1=0.429, d2=0.367 g=2.651 2/2 [==============================] - 0s 14ms/step >29, 436/693, d1=0.550, d2=0.325 g=2.208 2/2 [==============================] - 0s 13ms/step >29, 437/693, d1=0.421, d2=0.350 g=2.435 2/2 [==============================] - 0s 12ms/step >29, 438/693, d1=0.364, d2=0.332 g=2.542 2/2 [==============================] - 0s 12ms/step >29, 439/693, d1=0.400, d2=0.322 g=2.433 2/2 [==============================] - 0s 13ms/step >29, 440/693, d1=0.325, d2=0.335 g=2.362 2/2 [==============================] - 0s 13ms/step >29, 441/693, d1=0.332, d2=0.482 g=2.728 2/2 [==============================] - 0s 13ms/step >29, 442/693, d1=0.480, d2=0.323 g=2.489 2/2 [==============================] - 0s 14ms/step >29, 443/693, d1=0.368, d2=0.361 g=2.275 2/2 [==============================] - 0s 13ms/step >29, 444/693, d1=0.596, d2=0.406 g=2.580 2/2 [==============================] - 0s 14ms/step >29, 445/693, d1=0.356, d2=0.489 g=3.105 2/2 [==============================] - 0s 13ms/step >29, 446/693, d1=0.502, d2=0.350 g=2.576 2/2 [==============================] - 0s 13ms/step >29, 447/693, d1=0.500, d2=0.341 g=2.593 2/2 [==============================] - 0s 12ms/step >29, 448/693, d1=0.344, d2=0.319 g=2.918 2/2 [==============================] - 0s 13ms/step >29, 449/693, d1=0.341, d2=0.310 g=2.858 2/2 [==============================] - 0s 13ms/step >29, 450/693, d1=0.515, d2=0.495 g=2.667 2/2 [==============================] - 0s 13ms/step >29, 451/693, d1=0.480, d2=0.430 g=2.958 2/2 [==============================] - 0s 12ms/step >29, 452/693, d1=0.474, d2=0.431 g=2.216 2/2 [==============================] - 0s 13ms/step >29, 453/693, d1=0.435, d2=0.352 g=2.098 2/2 [==============================] - 0s 14ms/step >29, 454/693, d1=0.374, d2=0.423 g=2.344 2/2 [==============================] - 0s 14ms/step >29, 455/693, d1=0.410, d2=0.398 g=2.877 2/2 [==============================] - 0s 13ms/step >29, 456/693, d1=0.410, d2=0.430 g=2.216 2/2 [==============================] - 0s 13ms/step >29, 457/693, d1=0.391, d2=0.462 g=2.790 2/2 [==============================] - 0s 14ms/step >29, 458/693, d1=0.465, d2=0.279 g=2.455 2/2 [==============================] - 0s 13ms/step >29, 459/693, d1=0.493, d2=0.324 g=2.845 2/2 [==============================] - 0s 14ms/step >29, 460/693, d1=0.456, d2=0.300 g=2.481 2/2 [==============================] - 0s 13ms/step >29, 461/693, d1=0.358, d2=0.367 g=2.784 2/2 [==============================] - 0s 13ms/step >29, 462/693, d1=0.343, d2=0.362 g=2.355 2/2 [==============================] - 0s 12ms/step >29, 463/693, d1=0.451, d2=0.388 g=2.249 2/2 [==============================] - 0s 14ms/step >29, 464/693, d1=0.388, d2=0.343 g=2.436 2/2 [==============================] - 0s 13ms/step >29, 465/693, d1=0.522, d2=0.377 g=2.644 2/2 [==============================] - 0s 13ms/step >29, 466/693, d1=0.545, d2=0.374 g=2.036 2/2 [==============================] - 0s 15ms/step >29, 467/693, d1=0.359, d2=0.495 g=2.287 2/2 [==============================] - 0s 12ms/step >29, 468/693, d1=0.357, d2=0.258 g=2.462 2/2 [==============================] - 0s 12ms/step >29, 469/693, d1=0.553, d2=0.289 g=2.164 2/2 [==============================] - 0s 12ms/step >29, 470/693, d1=0.338, d2=0.374 g=2.254 2/2 [==============================] - 0s 13ms/step >29, 471/693, d1=0.251, d2=0.427 g=2.439 2/2 [==============================] - 0s 12ms/step >29, 472/693, d1=0.398, d2=0.268 g=2.642 2/2 [==============================] - 0s 13ms/step >29, 473/693, d1=0.416, d2=0.327 g=2.268 2/2 [==============================] - 0s 14ms/step >29, 474/693, d1=0.458, d2=0.437 g=2.403 2/2 [==============================] - 0s 14ms/step >29, 475/693, d1=0.322, d2=0.360 g=2.500 2/2 [==============================] - 0s 12ms/step >29, 476/693, d1=0.484, d2=0.390 g=2.444 2/2 [==============================] - 0s 11ms/step >29, 477/693, d1=0.376, d2=0.280 g=2.762 2/2 [==============================] - 0s 12ms/step >29, 478/693, d1=0.459, d2=0.287 g=2.465 2/2 [==============================] - 0s 15ms/step >29, 479/693, d1=0.433, d2=0.383 g=2.499 2/2 [==============================] - 0s 13ms/step >29, 480/693, d1=0.277, d2=0.450 g=2.227 2/2 [==============================] - 0s 13ms/step >29, 481/693, d1=0.313, d2=0.408 g=2.437 2/2 [==============================] - 0s 14ms/step >29, 482/693, d1=0.483, d2=0.368 g=2.336 2/2 [==============================] - 0s 13ms/step >29, 483/693, d1=0.502, d2=0.269 g=2.823 2/2 [==============================] - 0s 13ms/step >29, 484/693, d1=0.576, d2=0.493 g=2.952 2/2 [==============================] - 0s 14ms/step >29, 485/693, d1=0.363, d2=0.310 g=2.290 2/2 [==============================] - 0s 15ms/step >29, 486/693, d1=0.352, d2=0.389 g=2.550 2/2 [==============================] - 0s 13ms/step >29, 487/693, d1=0.300, d2=0.360 g=3.255 2/2 [==============================] - 0s 13ms/step >29, 488/693, d1=0.548, d2=0.289 g=2.894 2/2 [==============================] - 0s 12ms/step >29, 489/693, d1=0.474, d2=0.472 g=3.076 2/2 [==============================] - 0s 14ms/step >29, 490/693, d1=0.468, d2=0.389 g=3.039 2/2 [==============================] - 0s 12ms/step >29, 491/693, d1=0.300, d2=0.382 g=2.299 2/2 [==============================] - 0s 12ms/step >29, 492/693, d1=0.441, d2=0.383 g=2.547 2/2 [==============================] - 0s 13ms/step >29, 493/693, d1=0.346, d2=0.355 g=3.033 2/2 [==============================] - 0s 12ms/step >29, 494/693, d1=0.339, d2=0.406 g=3.331 2/2 [==============================] - 0s 13ms/step >29, 495/693, d1=0.653, d2=0.418 g=2.632 2/2 [==============================] - 0s 14ms/step >29, 496/693, d1=0.273, d2=0.331 g=3.173 2/2 [==============================] - 0s 13ms/step >29, 497/693, d1=0.475, d2=0.293 g=2.464 2/2 [==============================] - 0s 12ms/step >29, 498/693, d1=0.347, d2=0.315 g=2.871 2/2 [==============================] - 0s 13ms/step >29, 499/693, d1=0.427, d2=0.453 g=2.697 2/2 [==============================] - 0s 13ms/step >29, 500/693, d1=0.593, d2=0.348 g=2.588 2/2 [==============================] - 0s 14ms/step >29, 501/693, d1=0.336, d2=0.422 g=2.928 2/2 [==============================] - 0s 13ms/step >29, 502/693, d1=0.498, d2=0.406 g=2.433 2/2 [==============================] - 0s 12ms/step >29, 503/693, d1=0.527, d2=0.432 g=2.367 2/2 [==============================] - 0s 13ms/step >29, 504/693, d1=0.440, d2=0.307 g=2.161 2/2 [==============================] - 0s 12ms/step >29, 505/693, d1=0.506, d2=0.442 g=2.299 2/2 [==============================] - 0s 12ms/step >29, 506/693, d1=0.370, d2=0.488 g=2.471 2/2 [==============================] - 0s 14ms/step >29, 507/693, d1=0.590, d2=0.388 g=2.387 2/2 [==============================] - 0s 14ms/step >29, 508/693, d1=0.472, d2=0.522 g=2.804 2/2 [==============================] - 0s 13ms/step >29, 509/693, d1=0.445, d2=0.323 g=2.426 2/2 [==============================] - 0s 13ms/step >29, 510/693, d1=0.364, d2=0.384 g=2.474 2/2 [==============================] - 0s 12ms/step >29, 511/693, d1=0.459, d2=0.284 g=2.874 2/2 [==============================] - 0s 13ms/step >29, 512/693, d1=0.419, d2=0.340 g=2.768 2/2 [==============================] - 0s 12ms/step >29, 513/693, d1=0.435, d2=0.428 g=2.466 2/2 [==============================] - 0s 13ms/step >29, 514/693, d1=0.366, d2=0.308 g=2.162 2/2 [==============================] - 0s 12ms/step >29, 515/693, d1=0.446, d2=0.312 g=2.334 2/2 [==============================] - 0s 12ms/step >29, 516/693, d1=0.239, d2=0.353 g=2.990 2/2 [==============================] - 0s 14ms/step >29, 517/693, d1=0.485, d2=0.466 g=2.530 2/2 [==============================] - 0s 13ms/step >29, 518/693, d1=0.341, d2=0.479 g=2.716 2/2 [==============================] - 0s 12ms/step >29, 519/693, d1=0.422, d2=0.322 g=2.621 2/2 [==============================] - 0s 13ms/step >29, 520/693, d1=0.375, d2=0.400 g=2.586 2/2 [==============================] - 0s 15ms/step >29, 521/693, d1=0.588, d2=0.318 g=2.178 2/2 [==============================] - 0s 12ms/step >29, 522/693, d1=0.472, d2=0.558 g=2.062 2/2 [==============================] - 0s 12ms/step >29, 523/693, d1=0.379, d2=0.376 g=2.592 2/2 [==============================] - 0s 13ms/step >29, 524/693, d1=0.547, d2=0.312 g=2.238 2/2 [==============================] - 0s 12ms/step >29, 525/693, d1=0.374, d2=0.438 g=2.704 2/2 [==============================] - 0s 13ms/step >29, 526/693, d1=0.480, d2=0.384 g=2.491 2/2 [==============================] - 0s 12ms/step >29, 527/693, d1=0.482, d2=0.312 g=2.308 2/2 [==============================] - 0s 13ms/step >29, 528/693, d1=0.482, d2=0.425 g=2.313 2/2 [==============================] - 0s 11ms/step >29, 529/693, d1=0.376, d2=0.337 g=2.464 2/2 [==============================] - 0s 13ms/step >29, 530/693, d1=0.445, d2=0.349 g=2.252 2/2 [==============================] - 0s 13ms/step >29, 531/693, d1=0.393, d2=0.358 g=2.205 2/2 [==============================] - 0s 13ms/step >29, 532/693, d1=0.392, d2=0.373 g=2.119 2/2 [==============================] - 0s 12ms/step >29, 533/693, d1=0.346, d2=0.396 g=2.469 2/2 [==============================] - 0s 13ms/step >29, 534/693, d1=0.427, d2=0.382 g=2.452 2/2 [==============================] - 0s 13ms/step >29, 535/693, d1=0.320, d2=0.403 g=2.110 2/2 [==============================] - 0s 15ms/step >29, 536/693, d1=0.410, d2=0.401 g=2.813 2/2 [==============================] - 0s 13ms/step >29, 537/693, d1=0.400, d2=0.331 g=2.688 2/2 [==============================] - 0s 13ms/step >29, 538/693, d1=0.385, d2=0.297 g=2.265 2/2 [==============================] - 0s 12ms/step >29, 539/693, d1=0.323, d2=0.301 g=2.442 2/2 [==============================] - 0s 14ms/step >29, 540/693, d1=0.399, d2=0.346 g=2.330 2/2 [==============================] - 0s 12ms/step >29, 541/693, d1=0.400, d2=0.363 g=2.102 2/2 [==============================] - 0s 12ms/step >29, 542/693, d1=0.358, d2=0.402 g=2.075 2/2 [==============================] - 0s 14ms/step >29, 543/693, d1=0.466, d2=0.377 g=2.896 2/2 [==============================] - 0s 13ms/step >29, 544/693, d1=0.421, d2=0.353 g=2.525 2/2 [==============================] - 0s 12ms/step >29, 545/693, d1=0.501, d2=0.401 g=2.315 2/2 [==============================] - 0s 12ms/step >29, 546/693, d1=0.358, d2=0.318 g=2.445 2/2 [==============================] - 0s 12ms/step >29, 547/693, d1=0.430, d2=0.334 g=2.534 2/2 [==============================] - 0s 13ms/step >29, 548/693, d1=0.440, d2=0.358 g=2.445 2/2 [==============================] - 0s 12ms/step >29, 549/693, d1=0.418, d2=0.338 g=2.281 2/2 [==============================] - 0s 13ms/step >29, 550/693, d1=0.375, d2=0.394 g=2.518 2/2 [==============================] - 0s 15ms/step >29, 551/693, d1=0.496, d2=0.413 g=2.681 2/2 [==============================] - 0s 12ms/step >29, 552/693, d1=0.346, d2=0.325 g=2.671 2/2 [==============================] - 0s 12ms/step >29, 553/693, d1=0.492, d2=0.445 g=1.895 2/2 [==============================] - 0s 14ms/step >29, 554/693, d1=0.500, d2=0.452 g=2.177 2/2 [==============================] - 0s 13ms/step >29, 555/693, d1=0.396, d2=0.400 g=2.335 2/2 [==============================] - 0s 12ms/step >29, 556/693, d1=0.555, d2=0.315 g=2.189 2/2 [==============================] - 0s 13ms/step >29, 557/693, d1=0.336, d2=0.341 g=2.205 2/2 [==============================] - 0s 12ms/step >29, 558/693, d1=0.438, d2=0.390 g=2.530 2/2 [==============================] - 0s 13ms/step >29, 559/693, d1=0.481, d2=0.287 g=2.386 2/2 [==============================] - 0s 13ms/step >29, 560/693, d1=0.267, d2=0.331 g=2.845 2/2 [==============================] - 0s 14ms/step >29, 561/693, d1=0.498, d2=0.377 g=2.281 2/2 [==============================] - 0s 13ms/step >29, 562/693, d1=0.419, d2=0.363 g=2.770 2/2 [==============================] - 0s 13ms/step >29, 563/693, d1=0.439, d2=0.329 g=2.754 2/2 [==============================] - 0s 13ms/step >29, 564/693, d1=0.356, d2=0.315 g=2.355 2/2 [==============================] - 0s 14ms/step >29, 565/693, d1=0.517, d2=0.573 g=2.296 2/2 [==============================] - 0s 13ms/step >29, 566/693, d1=0.457, d2=0.455 g=2.630 2/2 [==============================] - 0s 12ms/step >29, 567/693, d1=0.630, d2=0.433 g=3.032 2/2 [==============================] - 0s 13ms/step >29, 568/693, d1=0.477, d2=0.521 g=2.821 2/2 [==============================] - 0s 14ms/step >29, 569/693, d1=0.498, d2=0.357 g=2.693 2/2 [==============================] - 0s 12ms/step >29, 570/693, d1=0.475, d2=0.271 g=3.292 2/2 [==============================] - 0s 13ms/step >29, 571/693, d1=0.451, d2=0.363 g=2.475 2/2 [==============================] - 0s 12ms/step >29, 572/693, d1=0.319, d2=0.388 g=3.055 2/2 [==============================] - 0s 13ms/step >29, 573/693, d1=0.533, d2=0.344 g=2.461 2/2 [==============================] - 0s 13ms/step >29, 574/693, d1=0.300, d2=0.401 g=2.293 2/2 [==============================] - 0s 13ms/step >29, 575/693, d1=0.359, d2=0.326 g=2.409 2/2 [==============================] - 0s 13ms/step >29, 576/693, d1=0.456, d2=0.432 g=2.325 2/2 [==============================] - 0s 13ms/step >29, 577/693, d1=0.464, d2=0.384 g=1.955 2/2 [==============================] - 0s 13ms/step >29, 578/693, d1=0.327, d2=0.401 g=3.076 2/2 [==============================] - 0s 13ms/step >29, 579/693, d1=0.474, d2=0.393 g=2.943 2/2 [==============================] - 0s 12ms/step >29, 580/693, d1=0.476, d2=0.288 g=2.350 2/2 [==============================] - 0s 13ms/step >29, 581/693, d1=0.356, d2=0.417 g=2.556 2/2 [==============================] - 0s 14ms/step >29, 582/693, d1=0.423, d2=0.284 g=2.680 2/2 [==============================] - 0s 14ms/step >29, 583/693, d1=0.504, d2=0.373 g=2.530 2/2 [==============================] - 0s 12ms/step >29, 584/693, d1=0.394, d2=0.459 g=2.509 2/2 [==============================] - 0s 13ms/step >29, 585/693, d1=0.346, d2=0.458 g=3.288 2/2 [==============================] - 0s 12ms/step >29, 586/693, d1=0.492, d2=0.348 g=2.797 2/2 [==============================] - 0s 13ms/step >29, 587/693, d1=0.338, d2=0.401 g=2.733 2/2 [==============================] - 0s 13ms/step >29, 588/693, d1=0.356, d2=0.336 g=2.938 2/2 [==============================] - 0s 12ms/step >29, 589/693, d1=0.481, d2=0.364 g=2.645 2/2 [==============================] - 0s 12ms/step >29, 590/693, d1=0.529, d2=0.412 g=1.916 2/2 [==============================] - 0s 12ms/step >29, 591/693, d1=0.311, d2=0.378 g=2.297 2/2 [==============================] - 0s 13ms/step >29, 592/693, d1=0.489, d2=0.348 g=2.720 2/2 [==============================] - 0s 14ms/step >29, 593/693, d1=0.410, d2=0.339 g=2.208 2/2 [==============================] - 0s 12ms/step >29, 594/693, d1=0.303, d2=0.468 g=2.622 2/2 [==============================] - 0s 12ms/step >29, 595/693, d1=0.486, d2=0.363 g=2.638 2/2 [==============================] - 0s 13ms/step >29, 596/693, d1=0.596, d2=0.480 g=2.386 2/2 [==============================] - 0s 13ms/step >29, 597/693, d1=0.412, d2=0.358 g=2.657 2/2 [==============================] - 0s 12ms/step >29, 598/693, d1=0.462, d2=0.398 g=2.296 2/2 [==============================] - 0s 14ms/step >29, 599/693, d1=0.352, d2=0.278 g=2.277 2/2 [==============================] - 0s 13ms/step >29, 600/693, d1=0.390, d2=0.398 g=2.712 2/2 [==============================] - 0s 13ms/step >29, 601/693, d1=0.331, d2=0.308 g=2.475 2/2 [==============================] - 0s 13ms/step >29, 602/693, d1=0.439, d2=0.386 g=2.133 2/2 [==============================] - 0s 12ms/step >29, 603/693, d1=0.415, d2=0.382 g=2.327 2/2 [==============================] - 0s 13ms/step >29, 604/693, d1=0.476, d2=0.325 g=2.641 2/2 [==============================] - 0s 13ms/step >29, 605/693, d1=0.328, d2=0.373 g=2.168 2/2 [==============================] - 0s 12ms/step >29, 606/693, d1=0.405, d2=0.472 g=2.424 2/2 [==============================] - 0s 14ms/step >29, 607/693, d1=0.358, d2=0.274 g=2.379 2/2 [==============================] - 0s 13ms/step >29, 608/693, d1=0.538, d2=0.343 g=2.558 2/2 [==============================] - 0s 13ms/step >29, 609/693, d1=0.352, d2=0.502 g=2.443 2/2 [==============================] - 0s 15ms/step >29, 610/693, d1=0.420, d2=0.275 g=2.747 2/2 [==============================] - 0s 11ms/step >29, 611/693, d1=0.494, d2=0.320 g=2.634 2/2 [==============================] - 0s 14ms/step >29, 612/693, d1=0.534, d2=0.451 g=1.957 2/2 [==============================] - 0s 14ms/step >29, 613/693, d1=0.320, d2=0.327 g=2.253 2/2 [==============================] - 0s 13ms/step >29, 614/693, d1=0.411, d2=0.239 g=2.957 2/2 [==============================] - 0s 13ms/step >29, 615/693, d1=0.421, d2=0.375 g=3.225 2/2 [==============================] - 0s 12ms/step >29, 616/693, d1=0.454, d2=0.457 g=3.061 2/2 [==============================] - 0s 13ms/step >29, 617/693, d1=0.538, d2=0.400 g=2.680 2/2 [==============================] - 0s 12ms/step >29, 618/693, d1=0.424, d2=0.341 g=2.800 2/2 [==============================] - 0s 12ms/step >29, 619/693, d1=0.341, d2=0.363 g=2.915 2/2 [==============================] - 0s 14ms/step >29, 620/693, d1=0.394, d2=0.458 g=2.116 2/2 [==============================] - 0s 14ms/step >29, 621/693, d1=0.444, d2=0.428 g=2.928 2/2 [==============================] - 0s 14ms/step >29, 622/693, d1=0.431, d2=0.290 g=2.480 2/2 [==============================] - 0s 12ms/step >29, 623/693, d1=0.443, d2=0.350 g=2.216 2/2 [==============================] - 0s 13ms/step >29, 624/693, d1=0.533, d2=0.456 g=2.117 2/2 [==============================] - 0s 13ms/step >29, 625/693, d1=0.640, d2=0.473 g=1.953 2/2 [==============================] - 0s 14ms/step >29, 626/693, d1=0.252, d2=0.514 g=2.375 2/2 [==============================] - 0s 12ms/step >29, 627/693, d1=0.479, d2=0.312 g=2.155 2/2 [==============================] - 0s 12ms/step >29, 628/693, d1=0.363, d2=0.393 g=2.291 2/2 [==============================] - 0s 11ms/step >29, 629/693, d1=0.508, d2=0.460 g=2.429 2/2 [==============================] - 0s 12ms/step >29, 630/693, d1=0.366, d2=0.319 g=2.261 2/2 [==============================] - 0s 14ms/step >29, 631/693, d1=0.540, d2=0.468 g=2.595 2/2 [==============================] - 0s 12ms/step >29, 632/693, d1=0.418, d2=0.323 g=2.136 2/2 [==============================] - 0s 12ms/step >29, 633/693, d1=0.373, d2=0.352 g=2.397 2/2 [==============================] - 0s 13ms/step >29, 634/693, d1=0.576, d2=0.398 g=2.104 2/2 [==============================] - 0s 13ms/step >29, 635/693, d1=0.408, d2=0.401 g=2.461 2/2 [==============================] - 0s 14ms/step >29, 636/693, d1=0.383, d2=0.350 g=2.337 2/2 [==============================] - 0s 14ms/step >29, 637/693, d1=0.374, d2=0.372 g=2.397 2/2 [==============================] - 0s 13ms/step >29, 638/693, d1=0.538, d2=0.475 g=2.192 2/2 [==============================] - 0s 13ms/step >29, 639/693, d1=0.410, d2=0.311 g=3.032 2/2 [==============================] - 0s 13ms/step >29, 640/693, d1=0.537, d2=0.310 g=2.373 2/2 [==============================] - 0s 12ms/step >29, 641/693, d1=0.348, d2=0.334 g=2.685 2/2 [==============================] - 0s 12ms/step >29, 642/693, d1=0.309, d2=0.329 g=2.347 2/2 [==============================] - 0s 14ms/step >29, 643/693, d1=0.436, d2=0.382 g=2.982 2/2 [==============================] - 0s 13ms/step >29, 644/693, d1=0.396, d2=0.290 g=2.757 2/2 [==============================] - 0s 13ms/step >29, 645/693, d1=0.433, d2=0.468 g=1.892 2/2 [==============================] - 0s 13ms/step >29, 646/693, d1=0.284, d2=0.397 g=2.696 2/2 [==============================] - 0s 13ms/step >29, 647/693, d1=0.381, d2=0.408 g=2.432 2/2 [==============================] - 0s 12ms/step >29, 648/693, d1=0.491, d2=0.311 g=2.562 2/2 [==============================] - 0s 12ms/step >29, 649/693, d1=0.380, d2=0.446 g=2.323 2/2 [==============================] - 0s 13ms/step >29, 650/693, d1=0.441, d2=0.462 g=3.105 2/2 [==============================] - 0s 13ms/step >29, 651/693, d1=0.593, d2=0.459 g=2.763 2/2 [==============================] - 0s 13ms/step >29, 652/693, d1=0.349, d2=0.356 g=2.236 2/2 [==============================] - 0s 12ms/step >29, 653/693, d1=0.317, d2=0.521 g=2.917 2/2 [==============================] - 0s 12ms/step >29, 654/693, d1=0.398, d2=0.248 g=3.028 2/2 [==============================] - 0s 13ms/step >29, 655/693, d1=0.500, d2=0.486 g=2.554 2/2 [==============================] - 0s 14ms/step >29, 656/693, d1=0.439, d2=0.352 g=2.410 2/2 [==============================] - 0s 13ms/step >29, 657/693, d1=0.475, d2=0.234 g=2.577 2/2 [==============================] - 0s 13ms/step >29, 658/693, d1=0.381, d2=0.378 g=3.039 2/2 [==============================] - 0s 13ms/step >29, 659/693, d1=0.365, d2=0.369 g=2.326 2/2 [==============================] - 0s 14ms/step >29, 660/693, d1=0.455, d2=0.254 g=2.134 2/2 [==============================] - 0s 14ms/step >29, 661/693, d1=0.564, d2=0.509 g=2.589 2/2 [==============================] - 0s 13ms/step >29, 662/693, d1=0.323, d2=0.361 g=2.140 2/2 [==============================] - 0s 12ms/step >29, 663/693, d1=0.592, d2=0.432 g=2.205 2/2 [==============================] - 0s 12ms/step >29, 664/693, d1=0.412, d2=0.418 g=2.235 2/2 [==============================] - 0s 12ms/step >29, 665/693, d1=0.465, d2=0.318 g=2.337 2/2 [==============================] - 0s 13ms/step >29, 666/693, d1=0.495, d2=0.440 g=2.186 2/2 [==============================] - 0s 14ms/step >29, 667/693, d1=0.354, d2=0.363 g=2.642 2/2 [==============================] - 0s 13ms/step >29, 668/693, d1=0.482, d2=0.329 g=2.178 2/2 [==============================] - 0s 13ms/step >29, 669/693, d1=0.445, d2=0.325 g=2.407 2/2 [==============================] - 0s 13ms/step >29, 670/693, d1=0.335, d2=0.454 g=2.439 2/2 [==============================] - 0s 14ms/step >29, 671/693, d1=0.286, d2=0.387 g=2.744 2/2 [==============================] - 0s 13ms/step >29, 672/693, d1=0.577, d2=0.290 g=2.952 2/2 [==============================] - 0s 13ms/step >29, 673/693, d1=0.410, d2=0.452 g=2.767 2/2 [==============================] - 0s 13ms/step >29, 674/693, d1=0.333, d2=0.303 g=2.271 2/2 [==============================] - 0s 12ms/step >29, 675/693, d1=0.314, d2=0.461 g=2.555 2/2 [==============================] - 0s 13ms/step >29, 676/693, d1=0.418, d2=0.302 g=2.421 2/2 [==============================] - 0s 13ms/step >29, 677/693, d1=0.392, d2=0.426 g=2.099 2/2 [==============================] - 0s 13ms/step >29, 678/693, d1=0.428, d2=0.445 g=2.583 2/2 [==============================] - 0s 13ms/step >29, 679/693, d1=0.429, d2=0.311 g=2.380 2/2 [==============================] - 0s 13ms/step >29, 680/693, d1=0.423, d2=0.287 g=2.792 2/2 [==============================] - 0s 14ms/step >29, 681/693, d1=0.532, d2=0.431 g=2.498 2/2 [==============================] - 0s 13ms/step >29, 682/693, d1=0.439, d2=0.435 g=2.336 2/2 [==============================] - 0s 12ms/step >29, 683/693, d1=0.362, d2=0.264 g=2.165 2/2 [==============================] - 0s 14ms/step >29, 684/693, d1=0.373, d2=0.413 g=2.452 2/2 [==============================] - 0s 14ms/step >29, 685/693, d1=0.460, d2=0.332 g=2.674 2/2 [==============================] - 0s 12ms/step >29, 686/693, d1=0.426, d2=0.452 g=2.157 2/2 [==============================] - 0s 13ms/step >29, 687/693, d1=0.472, d2=0.372 g=2.231 2/2 [==============================] - 0s 13ms/step >29, 688/693, d1=0.390, d2=0.396 g=2.674 2/2 [==============================] - 0s 13ms/step >29, 689/693, d1=0.413, d2=0.307 g=2.284 2/2 [==============================] - 0s 12ms/step >29, 690/693, d1=0.424, d2=0.438 g=2.820 2/2 [==============================] - 0s 14ms/step >29, 691/693, d1=0.479, d2=0.357 g=2.353 2/2 [==============================] - 0s 12ms/step >29, 692/693, d1=0.418, d2=0.361 g=3.399 2/2 [==============================] - 0s 14ms/step >29, 693/693, d1=0.321, d2=0.319 g=2.688 2/2 [==============================] - 0s 12ms/step >30, 1/693, d1=0.526, d2=0.336 g=2.160 2/2 [==============================] - 0s 14ms/step >30, 2/693, d1=0.352, d2=0.434 g=2.407 2/2 [==============================] - 0s 11ms/step >30, 3/693, d1=0.428, d2=0.440 g=2.759 2/2 [==============================] - 0s 12ms/step >30, 4/693, d1=0.450, d2=0.316 g=3.320 2/2 [==============================] - 0s 13ms/step >30, 5/693, d1=0.435, d2=0.381 g=2.586 2/2 [==============================] - 0s 11ms/step >30, 6/693, d1=0.497, d2=0.317 g=2.229 2/2 [==============================] - 0s 12ms/step >30, 7/693, d1=0.487, d2=0.446 g=2.389 2/2 [==============================] - 0s 13ms/step >30, 8/693, d1=0.550, d2=0.439 g=2.069 2/2 [==============================] - 0s 14ms/step >30, 9/693, d1=0.400, d2=0.376 g=2.463 2/2 [==============================] - 0s 12ms/step >30, 10/693, d1=0.480, d2=0.413 g=2.918 2/2 [==============================] - 0s 13ms/step >30, 11/693, d1=0.412, d2=0.322 g=2.373 2/2 [==============================] - 0s 12ms/step >30, 12/693, d1=0.429, d2=0.419 g=1.878 2/2 [==============================] - 0s 13ms/step >30, 13/693, d1=0.381, d2=0.332 g=2.662 2/2 [==============================] - 0s 14ms/step >30, 14/693, d1=0.397, d2=0.358 g=2.454 2/2 [==============================] - 0s 12ms/step >30, 15/693, d1=0.385, d2=0.405 g=2.284 2/2 [==============================] - 0s 13ms/step >30, 16/693, d1=0.564, d2=0.433 g=2.974 2/2 [==============================] - 0s 12ms/step >30, 17/693, d1=0.649, d2=0.445 g=2.784 2/2 [==============================] - 0s 15ms/step >30, 18/693, d1=0.404, d2=0.513 g=2.802 2/2 [==============================] - 0s 14ms/step >30, 19/693, d1=0.504, d2=0.297 g=2.787 2/2 [==============================] - 0s 13ms/step >30, 20/693, d1=0.440, d2=0.385 g=2.131 2/2 [==============================] - 0s 13ms/step >30, 21/693, d1=0.390, d2=0.411 g=1.915 2/2 [==============================] - 0s 13ms/step >30, 22/693, d1=0.277, d2=0.461 g=2.458 2/2 [==============================] - 0s 13ms/step >30, 23/693, d1=0.500, d2=0.326 g=2.558 2/2 [==============================] - 0s 12ms/step >30, 24/693, d1=0.456, d2=0.287 g=2.162 2/2 [==============================] - 0s 13ms/step >30, 25/693, d1=0.586, d2=0.402 g=2.418 2/2 [==============================] - 0s 15ms/step >30, 26/693, d1=0.296, d2=0.406 g=1.936 2/2 [==============================] - 0s 12ms/step >30, 27/693, d1=0.284, d2=0.352 g=3.426 2/2 [==============================] - 0s 13ms/step >30, 28/693, d1=0.453, d2=0.335 g=2.308 2/2 [==============================] - 0s 13ms/step >30, 29/693, d1=0.425, d2=0.442 g=2.591 2/2 [==============================] - 0s 13ms/step >30, 30/693, d1=0.425, d2=0.283 g=2.507 2/2 [==============================] - 0s 14ms/step >30, 31/693, d1=0.359, d2=0.322 g=3.421 2/2 [==============================] - 0s 12ms/step >30, 32/693, d1=0.398, d2=0.340 g=2.565 2/2 [==============================] - 0s 13ms/step >30, 33/693, d1=0.440, d2=0.340 g=2.056 2/2 [==============================] - 0s 14ms/step >30, 34/693, d1=0.460, d2=0.362 g=2.068 2/2 [==============================] - 0s 12ms/step >30, 35/693, d1=0.377, d2=0.386 g=2.253 2/2 [==============================] - 0s 12ms/step >30, 36/693, d1=0.253, d2=0.383 g=2.656 2/2 [==============================] - 0s 11ms/step >30, 37/693, d1=0.536, d2=0.363 g=2.282 2/2 [==============================] - 0s 13ms/step >30, 38/693, d1=0.494, d2=0.314 g=2.065 2/2 [==============================] - 0s 13ms/step >30, 39/693, d1=0.343, d2=0.480 g=2.199 2/2 [==============================] - 0s 13ms/step >30, 40/693, d1=0.394, d2=0.302 g=2.307 2/2 [==============================] - 0s 12ms/step >30, 41/693, d1=0.554, d2=0.566 g=2.645 2/2 [==============================] - 0s 14ms/step >30, 42/693, d1=0.304, d2=0.334 g=2.155 2/2 [==============================] - 0s 12ms/step >30, 43/693, d1=0.493, d2=0.301 g=2.045 2/2 [==============================] - 0s 12ms/step >30, 44/693, d1=0.444, d2=0.427 g=2.707 2/2 [==============================] - 0s 14ms/step >30, 45/693, d1=0.409, d2=0.327 g=2.956 2/2 [==============================] - 0s 13ms/step >30, 46/693, d1=0.440, d2=0.291 g=2.767 2/2 [==============================] - 0s 13ms/step >30, 47/693, d1=0.464, d2=0.424 g=2.425 2/2 [==============================] - 0s 11ms/step >30, 48/693, d1=0.531, d2=0.372 g=1.893 2/2 [==============================] - 0s 13ms/step >30, 49/693, d1=0.475, d2=0.512 g=2.910 2/2 [==============================] - 0s 13ms/step >30, 50/693, d1=0.413, d2=0.377 g=3.154 2/2 [==============================] - 0s 14ms/step >30, 51/693, d1=0.525, d2=0.361 g=3.339 2/2 [==============================] - 0s 14ms/step >30, 52/693, d1=0.435, d2=0.276 g=2.499 2/2 [==============================] - 0s 12ms/step >30, 53/693, d1=0.496, d2=0.419 g=2.258 2/2 [==============================] - 0s 12ms/step >30, 54/693, d1=0.483, d2=0.336 g=2.212 2/2 [==============================] - 0s 13ms/step >30, 55/693, d1=0.303, d2=0.473 g=2.723 2/2 [==============================] - 0s 13ms/step >30, 56/693, d1=0.467, d2=0.458 g=2.781 2/2 [==============================] - 0s 13ms/step >30, 57/693, d1=0.490, d2=0.272 g=2.359 2/2 [==============================] - 0s 12ms/step >30, 58/693, d1=0.373, d2=0.289 g=2.601 2/2 [==============================] - 0s 13ms/step >30, 59/693, d1=0.400, d2=0.383 g=2.301 2/2 [==============================] - 0s 14ms/step >30, 60/693, d1=0.495, d2=0.360 g=2.534 2/2 [==============================] - 0s 12ms/step >30, 61/693, d1=0.371, d2=0.347 g=2.722 2/2 [==============================] - 0s 14ms/step >30, 62/693, d1=0.477, d2=0.296 g=2.572 2/2 [==============================] - 0s 13ms/step >30, 63/693, d1=0.308, d2=0.348 g=2.331 2/2 [==============================] - 0s 13ms/step >30, 64/693, d1=0.431, d2=0.372 g=2.054 2/2 [==============================] - 0s 11ms/step >30, 65/693, d1=0.382, d2=0.404 g=3.135 2/2 [==============================] - 0s 13ms/step >30, 66/693, d1=0.317, d2=0.342 g=3.094 2/2 [==============================] - 0s 14ms/step >30, 67/693, d1=0.614, d2=0.399 g=2.523 2/2 [==============================] - 0s 14ms/step >30, 68/693, d1=0.412, d2=0.479 g=3.052 2/2 [==============================] - 0s 12ms/step >30, 69/693, d1=0.335, d2=0.333 g=2.573 2/2 [==============================] - 0s 13ms/step >30, 70/693, d1=0.438, d2=0.319 g=2.953 2/2 [==============================] - 0s 14ms/step >30, 71/693, d1=0.375, d2=0.347 g=2.504 2/2 [==============================] - 0s 13ms/step >30, 72/693, d1=0.338, d2=0.404 g=2.793 2/2 [==============================] - 0s 15ms/step >30, 73/693, d1=0.457, d2=0.270 g=2.707 2/2 [==============================] - 0s 17ms/step >30, 74/693, d1=0.540, d2=0.417 g=2.515 2/2 [==============================] - 0s 14ms/step >30, 75/693, d1=0.270, d2=0.555 g=2.596 2/2 [==============================] - 0s 12ms/step >30, 76/693, d1=0.427, d2=0.360 g=2.914 2/2 [==============================] - 0s 14ms/step >30, 77/693, d1=0.467, d2=0.331 g=2.950 2/2 [==============================] - 0s 13ms/step >30, 78/693, d1=0.505, d2=0.477 g=2.408 2/2 [==============================] - 0s 13ms/step >30, 79/693, d1=0.513, d2=0.259 g=3.336 2/2 [==============================] - 0s 13ms/step >30, 80/693, d1=0.468, d2=0.404 g=2.012 2/2 [==============================] - 0s 13ms/step >30, 81/693, d1=0.280, d2=0.362 g=2.392 2/2 [==============================] - 0s 13ms/step >30, 82/693, d1=0.416, d2=0.235 g=2.264 2/2 [==============================] - 0s 13ms/step >30, 83/693, d1=0.320, d2=0.426 g=2.759 2/2 [==============================] - 0s 12ms/step >30, 84/693, d1=0.509, d2=0.372 g=2.557 2/2 [==============================] - 0s 11ms/step >30, 85/693, d1=0.450, d2=0.316 g=2.390 2/2 [==============================] - 0s 14ms/step >30, 86/693, d1=0.425, d2=0.398 g=2.635 2/2 [==============================] - 0s 13ms/step >30, 87/693, d1=0.331, d2=0.406 g=3.086 2/2 [==============================] - 0s 12ms/step >30, 88/693, d1=0.392, d2=0.375 g=2.430 2/2 [==============================] - 0s 12ms/step >30, 89/693, d1=0.544, d2=0.468 g=2.667 2/2 [==============================] - 0s 14ms/step >30, 90/693, d1=0.468, d2=0.342 g=2.555 2/2 [==============================] - 0s 12ms/step >30, 91/693, d1=0.400, d2=0.375 g=2.809 2/2 [==============================] - 0s 13ms/step >30, 92/693, d1=0.436, d2=0.348 g=3.302 2/2 [==============================] - 0s 14ms/step >30, 93/693, d1=0.354, d2=0.329 g=2.283 2/2 [==============================] - 0s 14ms/step >30, 94/693, d1=0.378, d2=0.439 g=2.824 2/2 [==============================] - 0s 13ms/step >30, 95/693, d1=0.391, d2=0.313 g=2.604 2/2 [==============================] - 0s 13ms/step >30, 96/693, d1=0.391, d2=0.323 g=2.560 2/2 [==============================] - 0s 13ms/step >30, 97/693, d1=0.381, d2=0.355 g=2.601 2/2 [==============================] - 0s 13ms/step >30, 98/693, d1=0.537, d2=0.323 g=2.211 2/2 [==============================] - 0s 12ms/step >30, 99/693, d1=0.462, d2=0.568 g=2.572 2/2 [==============================] - 0s 14ms/step >30, 100/693, d1=0.482, d2=0.368 g=2.674 2/2 [==============================] - 0s 13ms/step >30, 101/693, d1=0.557, d2=0.452 g=2.825 2/2 [==============================] - 0s 13ms/step >30, 102/693, d1=0.408, d2=0.473 g=2.634 2/2 [==============================] - 0s 13ms/step >30, 103/693, d1=0.444, d2=0.281 g=2.710 2/2 [==============================] - 0s 15ms/step >30, 104/693, d1=0.357, d2=0.406 g=2.623 2/2 [==============================] - 0s 13ms/step >30, 105/693, d1=0.387, d2=0.401 g=3.421 2/2 [==============================] - 0s 13ms/step >30, 106/693, d1=0.483, d2=0.301 g=2.912 2/2 [==============================] - 0s 12ms/step >30, 107/693, d1=0.383, d2=0.316 g=2.858 2/2 [==============================] - 0s 12ms/step >30, 108/693, d1=0.583, d2=0.399 g=3.110 2/2 [==============================] - 0s 14ms/step >30, 109/693, d1=0.319, d2=0.356 g=2.183 2/2 [==============================] - 0s 15ms/step >30, 110/693, d1=0.559, d2=0.303 g=2.628 2/2 [==============================] - 0s 14ms/step >30, 111/693, d1=0.573, d2=0.437 g=2.297 2/2 [==============================] - 0s 12ms/step >30, 112/693, d1=0.357, d2=0.642 g=1.991 2/2 [==============================] - 0s 11ms/step >30, 113/693, d1=0.462, d2=0.329 g=2.639 2/2 [==============================] - 0s 13ms/step >30, 114/693, d1=0.427, d2=0.400 g=2.901 2/2 [==============================] - 0s 12ms/step >30, 115/693, d1=0.299, d2=0.298 g=2.587 2/2 [==============================] - 0s 13ms/step >30, 116/693, d1=0.366, d2=0.370 g=2.766 2/2 [==============================] - 0s 14ms/step >30, 117/693, d1=0.359, d2=0.296 g=3.020 2/2 [==============================] - 0s 13ms/step >30, 118/693, d1=0.464, d2=0.368 g=3.576 2/2 [==============================] - 0s 13ms/step >30, 119/693, d1=0.466, d2=0.319 g=2.162 2/2 [==============================] - 0s 14ms/step >30, 120/693, d1=0.432, d2=0.414 g=2.269 2/2 [==============================] - 0s 13ms/step >30, 121/693, d1=0.481, d2=0.396 g=2.231 2/2 [==============================] - 0s 12ms/step >30, 122/693, d1=0.453, d2=0.409 g=2.102 2/2 [==============================] - 0s 12ms/step >30, 123/693, d1=0.460, d2=0.355 g=2.134 2/2 [==============================] - 0s 14ms/step >30, 124/693, d1=0.277, d2=0.455 g=2.283 2/2 [==============================] - 0s 14ms/step >30, 125/693, d1=0.485, d2=0.392 g=2.563 2/2 [==============================] - 0s 14ms/step >30, 126/693, d1=0.403, d2=0.204 g=1.921 2/2 [==============================] - 0s 13ms/step >30, 127/693, d1=0.311, d2=0.303 g=2.168 2/2 [==============================] - 0s 12ms/step >30, 128/693, d1=0.431, d2=0.424 g=2.399 2/2 [==============================] - 0s 12ms/step >30, 129/693, d1=0.279, d2=0.383 g=2.638 2/2 [==============================] - 0s 12ms/step >30, 130/693, d1=0.381, d2=0.342 g=3.280 2/2 [==============================] - 0s 13ms/step >30, 131/693, d1=0.513, d2=0.383 g=2.693 2/2 [==============================] - 0s 13ms/step >30, 132/693, d1=0.401, d2=0.509 g=3.684 2/2 [==============================] - 0s 12ms/step >30, 133/693, d1=0.407, d2=0.351 g=2.824 2/2 [==============================] - 0s 14ms/step >30, 134/693, d1=0.475, d2=0.318 g=2.627 2/2 [==============================] - 0s 12ms/step >30, 135/693, d1=0.326, d2=0.412 g=2.650 2/2 [==============================] - 0s 13ms/step >30, 136/693, d1=0.444, d2=0.324 g=2.639 2/2 [==============================] - 0s 12ms/step >30, 137/693, d1=0.556, d2=0.463 g=2.486 2/2 [==============================] - 0s 13ms/step >30, 138/693, d1=0.352, d2=0.257 g=2.065 2/2 [==============================] - 0s 12ms/step >30, 139/693, d1=0.486, d2=0.348 g=2.276 2/2 [==============================] - 0s 11ms/step >30, 140/693, d1=0.365, d2=0.479 g=2.708 2/2 [==============================] - 0s 13ms/step >30, 141/693, d1=0.339, d2=0.399 g=3.261 2/2 [==============================] - 0s 15ms/step >30, 142/693, d1=0.351, d2=0.292 g=2.897 2/2 [==============================] - 0s 14ms/step >30, 143/693, d1=0.395, d2=0.341 g=2.447 2/2 [==============================] - 0s 12ms/step >30, 144/693, d1=0.586, d2=0.306 g=3.042 2/2 [==============================] - 0s 12ms/step >30, 145/693, d1=0.308, d2=0.394 g=2.784 2/2 [==============================] - 0s 12ms/step >30, 146/693, d1=0.379, d2=0.385 g=2.746 2/2 [==============================] - 0s 12ms/step >30, 147/693, d1=0.406, d2=0.287 g=2.308 2/2 [==============================] - 0s 15ms/step >30, 148/693, d1=0.487, d2=0.364 g=2.424 2/2 [==============================] - 0s 14ms/step >30, 149/693, d1=0.335, d2=0.373 g=2.190 2/2 [==============================] - 0s 14ms/step >30, 150/693, d1=0.354, d2=0.292 g=2.529 2/2 [==============================] - 0s 12ms/step >30, 151/693, d1=0.365, d2=0.341 g=2.594 2/2 [==============================] - 0s 13ms/step >30, 152/693, d1=0.345, d2=0.480 g=2.704 2/2 [==============================] - 0s 13ms/step >30, 153/693, d1=0.431, d2=0.295 g=3.145 2/2 [==============================] - 0s 12ms/step >30, 154/693, d1=0.461, d2=0.273 g=2.365 2/2 [==============================] - 0s 13ms/step >30, 155/693, d1=0.448, d2=0.463 g=2.849 2/2 [==============================] - 0s 13ms/step >30, 156/693, d1=0.368, d2=0.303 g=2.787 2/2 [==============================] - 0s 13ms/step >30, 157/693, d1=0.402, d2=0.321 g=2.384 2/2 [==============================] - 0s 11ms/step >30, 158/693, d1=0.597, d2=0.355 g=2.361 2/2 [==============================] - 0s 13ms/step >30, 159/693, d1=0.354, d2=0.527 g=2.896 2/2 [==============================] - 0s 13ms/step >30, 160/693, d1=0.599, d2=0.516 g=2.666 2/2 [==============================] - 0s 12ms/step >30, 161/693, d1=0.368, d2=0.307 g=2.422 2/2 [==============================] - 0s 12ms/step >30, 162/693, d1=0.339, d2=0.369 g=2.474 2/2 [==============================] - 0s 12ms/step >30, 163/693, d1=0.401, d2=0.276 g=2.166 2/2 [==============================] - 0s 13ms/step >30, 164/693, d1=0.375, d2=0.551 g=2.263 2/2 [==============================] - 0s 11ms/step >30, 165/693, d1=0.446, d2=0.415 g=2.238 2/2 [==============================] - 0s 14ms/step >30, 166/693, d1=0.409, d2=0.354 g=3.044 2/2 [==============================] - 0s 12ms/step >30, 167/693, d1=0.324, d2=0.273 g=2.402 2/2 [==============================] - 0s 12ms/step >30, 168/693, d1=0.427, d2=0.388 g=2.834 2/2 [==============================] - 0s 12ms/step >30, 169/693, d1=0.445, d2=0.468 g=2.188 2/2 [==============================] - 0s 13ms/step >30, 170/693, d1=0.432, d2=0.374 g=3.328 2/2 [==============================] - 0s 13ms/step >30, 171/693, d1=0.531, d2=0.370 g=3.199 2/2 [==============================] - 0s 14ms/step >30, 172/693, d1=0.474, d2=0.255 g=2.206 2/2 [==============================] - 0s 14ms/step >30, 173/693, d1=0.304, d2=0.386 g=2.570 2/2 [==============================] - 0s 12ms/step >30, 174/693, d1=0.355, d2=0.283 g=2.614 2/2 [==============================] - 0s 14ms/step >30, 175/693, d1=0.537, d2=0.319 g=2.619 2/2 [==============================] - 0s 13ms/step >30, 176/693, d1=0.367, d2=0.456 g=2.579 2/2 [==============================] - 0s 12ms/step >30, 177/693, d1=0.402, d2=0.473 g=2.412 2/2 [==============================] - 0s 12ms/step >30, 178/693, d1=0.456, d2=0.339 g=2.220 2/2 [==============================] - 0s 13ms/step >30, 179/693, d1=0.386, d2=0.342 g=3.106 2/2 [==============================] - 0s 14ms/step >30, 180/693, d1=0.391, d2=0.385 g=3.013 2/2 [==============================] - 0s 13ms/step >30, 181/693, d1=0.548, d2=0.312 g=2.461 2/2 [==============================] - 0s 13ms/step >30, 182/693, d1=0.374, d2=0.400 g=2.145 2/2 [==============================] - 0s 12ms/step >30, 183/693, d1=0.555, d2=0.328 g=2.029 2/2 [==============================] - 0s 12ms/step >30, 184/693, d1=0.388, d2=0.441 g=2.810 2/2 [==============================] - 0s 12ms/step >30, 185/693, d1=0.433, d2=0.373 g=2.122 2/2 [==============================] - 0s 12ms/step >30, 186/693, d1=0.519, d2=0.345 g=2.574 2/2 [==============================] - 0s 13ms/step >30, 187/693, d1=0.306, d2=0.546 g=2.714 2/2 [==============================] - 0s 12ms/step >30, 188/693, d1=0.324, d2=0.270 g=2.236 2/2 [==============================] - 0s 12ms/step >30, 189/693, d1=0.556, d2=0.389 g=2.788 2/2 [==============================] - 0s 13ms/step >30, 190/693, d1=0.396, d2=0.380 g=2.409 2/2 [==============================] - 0s 13ms/step >30, 191/693, d1=0.397, d2=0.489 g=2.830 2/2 [==============================] - 0s 13ms/step >30, 192/693, d1=0.508, d2=0.490 g=2.349 2/2 [==============================] - 0s 14ms/step >30, 193/693, d1=0.375, d2=0.305 g=3.317 2/2 [==============================] - 0s 13ms/step >30, 194/693, d1=0.421, d2=0.413 g=2.541 2/2 [==============================] - 0s 11ms/step >30, 195/693, d1=0.439, d2=0.357 g=2.962 2/2 [==============================] - 0s 11ms/step >30, 196/693, d1=0.401, d2=0.294 g=2.369 2/2 [==============================] - 0s 12ms/step >30, 197/693, d1=0.465, d2=0.399 g=2.142 2/2 [==============================] - 0s 12ms/step >30, 198/693, d1=0.454, d2=0.359 g=2.696 2/2 [==============================] - 0s 12ms/step >30, 199/693, d1=0.494, d2=0.313 g=2.326 2/2 [==============================] - 0s 12ms/step >30, 200/693, d1=0.430, d2=0.436 g=1.975 2/2 [==============================] - 0s 12ms/step >30, 201/693, d1=0.386, d2=0.479 g=2.660 2/2 [==============================] - 0s 13ms/step >30, 202/693, d1=0.620, d2=0.352 g=2.457 2/2 [==============================] - 0s 12ms/step >30, 203/693, d1=0.303, d2=0.479 g=2.521 2/2 [==============================] - 0s 12ms/step >30, 204/693, d1=0.483, d2=0.350 g=2.699 2/2 [==============================] - 0s 13ms/step >30, 205/693, d1=0.544, d2=0.322 g=2.739 2/2 [==============================] - 0s 13ms/step >30, 206/693, d1=0.246, d2=0.644 g=3.495 2/2 [==============================] - 0s 12ms/step >30, 207/693, d1=0.429, d2=0.297 g=3.092 2/2 [==============================] - 0s 13ms/step >30, 208/693, d1=0.480, d2=0.331 g=2.250 2/2 [==============================] - 0s 13ms/step >30, 209/693, d1=0.467, d2=0.286 g=2.341 2/2 [==============================] - 0s 12ms/step >30, 210/693, d1=0.312, d2=0.326 g=2.686 2/2 [==============================] - 0s 14ms/step >30, 211/693, d1=0.387, d2=0.397 g=2.460 2/2 [==============================] - 0s 13ms/step >30, 212/693, d1=0.367, d2=0.373 g=2.183 2/2 [==============================] - 0s 12ms/step >30, 213/693, d1=0.620, d2=0.353 g=2.404 2/2 [==============================] - 0s 12ms/step >30, 214/693, d1=0.375, d2=0.481 g=2.711 2/2 [==============================] - 0s 11ms/step >30, 215/693, d1=0.393, d2=0.328 g=2.347 2/2 [==============================] - 0s 13ms/step >30, 216/693, d1=0.397, d2=0.324 g=2.533 2/2 [==============================] - 0s 14ms/step >30, 217/693, d1=0.373, d2=0.376 g=2.148 2/2 [==============================] - 0s 15ms/step >30, 218/693, d1=0.489, d2=0.381 g=2.127 2/2 [==============================] - 0s 12ms/step >30, 219/693, d1=0.427, d2=0.286 g=2.525 2/2 [==============================] - 0s 12ms/step >30, 220/693, d1=0.380, d2=0.389 g=2.520 2/2 [==============================] - 0s 12ms/step >30, 221/693, d1=0.539, d2=0.427 g=3.202 2/2 [==============================] - 0s 15ms/step >30, 222/693, d1=0.359, d2=0.425 g=2.457 2/2 [==============================] - 0s 14ms/step >30, 223/693, d1=0.390, d2=0.268 g=2.210 2/2 [==============================] - 0s 13ms/step >30, 224/693, d1=0.496, d2=0.466 g=2.126 2/2 [==============================] - 0s 13ms/step >30, 225/693, d1=0.330, d2=0.324 g=2.469 2/2 [==============================] - 0s 13ms/step >30, 226/693, d1=0.359, d2=0.341 g=2.265 2/2 [==============================] - 0s 12ms/step >30, 227/693, d1=0.457, d2=0.407 g=2.955 2/2 [==============================] - 0s 14ms/step >30, 228/693, d1=0.438, d2=0.328 g=2.243 2/2 [==============================] - 0s 12ms/step >30, 229/693, d1=0.532, d2=0.366 g=2.521 2/2 [==============================] - 0s 12ms/step >30, 230/693, d1=0.358, d2=0.342 g=2.812 2/2 [==============================] - 0s 15ms/step >30, 231/693, d1=0.419, d2=0.269 g=2.767 2/2 [==============================] - 0s 14ms/step >30, 232/693, d1=0.562, d2=0.344 g=2.418 2/2 [==============================] - 0s 14ms/step >30, 233/693, d1=0.380, d2=0.320 g=2.734 2/2 [==============================] - 0s 13ms/step >30, 234/693, d1=0.236, d2=0.418 g=2.474 2/2 [==============================] - 0s 13ms/step >30, 235/693, d1=0.496, d2=0.360 g=2.399 2/2 [==============================] - 0s 12ms/step >30, 236/693, d1=0.469, d2=0.468 g=2.342 2/2 [==============================] - 0s 12ms/step >30, 237/693, d1=0.326, d2=0.311 g=2.924 2/2 [==============================] - 0s 14ms/step >30, 238/693, d1=0.317, d2=0.402 g=2.796 2/2 [==============================] - 0s 13ms/step >30, 239/693, d1=0.424, d2=0.347 g=2.094 2/2 [==============================] - 0s 12ms/step >30, 240/693, d1=0.550, d2=0.635 g=2.771 2/2 [==============================] - 0s 11ms/step >30, 241/693, d1=0.408, d2=0.362 g=2.865 2/2 [==============================] - 0s 15ms/step >30, 242/693, d1=0.450, d2=0.341 g=2.770 2/2 [==============================] - 0s 14ms/step >30, 243/693, d1=0.409, d2=0.304 g=2.339 2/2 [==============================] - 0s 13ms/step >30, 244/693, d1=0.450, d2=0.371 g=2.364 2/2 [==============================] - 0s 13ms/step >30, 245/693, d1=0.449, d2=0.576 g=2.369 2/2 [==============================] - 0s 12ms/step >30, 246/693, d1=0.401, d2=0.371 g=2.452 2/2 [==============================] - 0s 13ms/step >30, 247/693, d1=0.456, d2=0.406 g=2.492 2/2 [==============================] - 0s 13ms/step >30, 248/693, d1=0.445, d2=0.363 g=2.551 2/2 [==============================] - 0s 15ms/step >30, 249/693, d1=0.422, d2=0.486 g=2.696 2/2 [==============================] - 0s 13ms/step >30, 250/693, d1=0.434, d2=0.319 g=2.482 2/2 [==============================] - 0s 12ms/step >30, 251/693, d1=0.478, d2=0.419 g=2.244 2/2 [==============================] - 0s 13ms/step >30, 252/693, d1=0.313, d2=0.463 g=2.363 2/2 [==============================] - 0s 14ms/step >30, 253/693, d1=0.407, d2=0.274 g=2.362 2/2 [==============================] - 0s 14ms/step >30, 254/693, d1=0.402, d2=0.404 g=2.206 2/2 [==============================] - 0s 14ms/step >30, 255/693, d1=0.443, d2=0.400 g=2.339 2/2 [==============================] - 0s 12ms/step >30, 256/693, d1=0.525, d2=0.325 g=2.646 2/2 [==============================] - 0s 11ms/step >30, 257/693, d1=0.356, d2=0.303 g=2.212 2/2 [==============================] - 0s 11ms/step >30, 258/693, d1=0.515, d2=0.384 g=2.165 2/2 [==============================] - 0s 13ms/step >30, 259/693, d1=0.376, d2=0.518 g=2.131 2/2 [==============================] - 0s 12ms/step >30, 260/693, d1=0.408, d2=0.434 g=2.548 2/2 [==============================] - 0s 13ms/step >30, 261/693, d1=0.422, d2=0.289 g=2.892 2/2 [==============================] - 0s 13ms/step >30, 262/693, d1=0.544, d2=0.341 g=2.301 2/2 [==============================] - 0s 13ms/step >30, 263/693, d1=0.386, d2=0.536 g=2.368 2/2 [==============================] - 0s 13ms/step >30, 264/693, d1=0.344, d2=0.386 g=2.949 2/2 [==============================] - 0s 15ms/step >30, 265/693, d1=0.470, d2=0.330 g=2.741 2/2 [==============================] - 0s 13ms/step >30, 266/693, d1=0.517, d2=0.309 g=2.665 2/2 [==============================] - 0s 13ms/step >30, 267/693, d1=0.454, d2=0.352 g=2.468 2/2 [==============================] - 0s 13ms/step >30, 268/693, d1=0.409, d2=0.456 g=2.624 2/2 [==============================] - 0s 12ms/step >30, 269/693, d1=0.521, d2=0.481 g=2.813 2/2 [==============================] - 0s 14ms/step >30, 270/693, d1=0.328, d2=0.256 g=2.379 2/2 [==============================] - 0s 13ms/step >30, 271/693, d1=0.442, d2=0.286 g=2.293 2/2 [==============================] - 0s 13ms/step >30, 272/693, d1=0.393, d2=0.514 g=2.612 2/2 [==============================] - 0s 14ms/step >30, 273/693, d1=0.495, d2=0.354 g=2.200 2/2 [==============================] - 0s 12ms/step >30, 274/693, d1=0.334, d2=0.378 g=2.567 2/2 [==============================] - 0s 12ms/step >30, 275/693, d1=0.653, d2=0.331 g=2.129 2/2 [==============================] - 0s 12ms/step >30, 276/693, d1=0.385, d2=0.402 g=2.278 2/2 [==============================] - 0s 14ms/step >30, 277/693, d1=0.358, d2=0.489 g=2.104 2/2 [==============================] - 0s 13ms/step >30, 278/693, d1=0.470, d2=0.374 g=2.312 2/2 [==============================] - 0s 13ms/step >30, 279/693, d1=0.446, d2=0.416 g=3.249 2/2 [==============================] - 0s 13ms/step >30, 280/693, d1=0.458, d2=0.332 g=2.700 2/2 [==============================] - 0s 13ms/step >30, 281/693, d1=0.573, d2=0.327 g=2.477 2/2 [==============================] - 0s 14ms/step >30, 282/693, d1=0.266, d2=0.437 g=2.351 2/2 [==============================] - 0s 13ms/step >30, 283/693, d1=0.423, d2=0.315 g=3.277 2/2 [==============================] - 0s 12ms/step >30, 284/693, d1=0.326, d2=0.385 g=2.941 2/2 [==============================] - 0s 12ms/step >30, 285/693, d1=0.389, d2=0.373 g=3.525 2/2 [==============================] - 0s 13ms/step >30, 286/693, d1=0.507, d2=0.363 g=2.451 2/2 [==============================] - 0s 14ms/step >30, 287/693, d1=0.429, d2=0.384 g=3.057 2/2 [==============================] - 0s 14ms/step >30, 288/693, d1=0.400, d2=0.408 g=2.706 2/2 [==============================] - 0s 14ms/step >30, 289/693, d1=0.404, d2=0.336 g=3.948 2/2 [==============================] - 0s 13ms/step >30, 290/693, d1=0.323, d2=0.414 g=2.978 2/2 [==============================] - 0s 12ms/step >30, 291/693, d1=0.501, d2=0.312 g=2.812 2/2 [==============================] - 0s 13ms/step >30, 292/693, d1=0.483, d2=0.461 g=2.592 2/2 [==============================] - 0s 14ms/step >30, 293/693, d1=0.402, d2=0.372 g=2.264 2/2 [==============================] - 0s 13ms/step >30, 294/693, d1=0.389, d2=0.271 g=3.231 2/2 [==============================] - 0s 14ms/step >30, 295/693, d1=0.365, d2=0.319 g=4.190 2/2 [==============================] - 0s 12ms/step >30, 296/693, d1=0.518, d2=0.393 g=3.731 2/2 [==============================] - 0s 12ms/step >30, 297/693, d1=0.399, d2=0.403 g=3.156 2/2 [==============================] - 0s 12ms/step >30, 298/693, d1=0.463, d2=0.330 g=2.857 2/2 [==============================] - 0s 13ms/step >30, 299/693, d1=0.312, d2=0.437 g=3.345 2/2 [==============================] - 0s 15ms/step >30, 300/693, d1=0.602, d2=0.346 g=3.902 2/2 [==============================] - 0s 12ms/step >30, 301/693, d1=0.316, d2=0.422 g=2.612 2/2 [==============================] - 0s 12ms/step >30, 302/693, d1=0.535, d2=0.277 g=3.121 2/2 [==============================] - 0s 15ms/step >30, 303/693, d1=0.498, d2=0.430 g=3.029 2/2 [==============================] - 0s 13ms/step >30, 304/693, d1=0.446, d2=0.313 g=2.625 2/2 [==============================] - 0s 12ms/step >30, 305/693, d1=0.462, d2=0.362 g=2.826 2/2 [==============================] - 0s 11ms/step >30, 306/693, d1=0.380, d2=0.518 g=2.527 2/2 [==============================] - 0s 13ms/step >30, 307/693, d1=0.455, d2=0.349 g=2.854 2/2 [==============================] - 0s 14ms/step >30, 308/693, d1=0.378, d2=0.436 g=2.999 2/2 [==============================] - 0s 12ms/step >30, 309/693, d1=0.509, d2=0.363 g=2.207 2/2 [==============================] - 0s 12ms/step >30, 310/693, d1=0.376, d2=0.290 g=3.631 2/2 [==============================] - 0s 12ms/step >30, 311/693, d1=0.512, d2=0.390 g=2.571 2/2 [==============================] - 0s 13ms/step >30, 312/693, d1=0.252, d2=0.335 g=3.296 2/2 [==============================] - 0s 14ms/step >30, 313/693, d1=0.507, d2=0.264 g=2.654 2/2 [==============================] - 0s 11ms/step >30, 314/693, d1=0.396, d2=0.385 g=3.251 2/2 [==============================] - 0s 13ms/step >30, 315/693, d1=0.456, d2=0.388 g=2.619 2/2 [==============================] - 0s 14ms/step >30, 316/693, d1=0.402, d2=0.544 g=2.721 2/2 [==============================] - 0s 12ms/step >30, 317/693, d1=0.464, d2=0.363 g=3.468 2/2 [==============================] - 0s 12ms/step >30, 318/693, d1=0.386, d2=0.297 g=3.503 2/2 [==============================] - 0s 13ms/step >30, 319/693, d1=0.444, d2=0.327 g=3.726 2/2 [==============================] - 0s 13ms/step >30, 320/693, d1=0.445, d2=0.453 g=3.755 2/2 [==============================] - 0s 12ms/step >30, 321/693, d1=0.327, d2=0.275 g=3.179 2/2 [==============================] - 0s 13ms/step >30, 322/693, d1=0.393, d2=0.483 g=2.714 2/2 [==============================] - 0s 12ms/step >30, 323/693, d1=0.480, d2=0.360 g=3.837 2/2 [==============================] - 0s 12ms/step >30, 324/693, d1=0.373, d2=0.424 g=4.239 2/2 [==============================] - 0s 12ms/step >30, 325/693, d1=0.384, d2=0.404 g=3.334 2/2 [==============================] - 0s 12ms/step >30, 326/693, d1=0.481, d2=0.422 g=3.425 2/2 [==============================] - 0s 13ms/step >30, 327/693, d1=0.410, d2=0.440 g=3.402 2/2 [==============================] - 0s 12ms/step >30, 328/693, d1=0.355, d2=0.322 g=3.038 2/2 [==============================] - 0s 12ms/step >30, 329/693, d1=0.481, d2=0.381 g=3.341 2/2 [==============================] - 0s 14ms/step >30, 330/693, d1=0.485, d2=0.405 g=2.613 2/2 [==============================] - 0s 14ms/step >30, 331/693, d1=0.393, d2=0.423 g=2.961 2/2 [==============================] - 0s 14ms/step >30, 332/693, d1=0.456, d2=0.357 g=3.245 2/2 [==============================] - 0s 15ms/step >30, 333/693, d1=0.391, d2=0.381 g=3.448 2/2 [==============================] - 0s 13ms/step >30, 334/693, d1=0.379, d2=0.325 g=3.192 2/2 [==============================] - 0s 13ms/step >30, 335/693, d1=0.517, d2=0.466 g=3.657 2/2 [==============================] - 0s 11ms/step >30, 336/693, d1=0.421, d2=0.302 g=3.522 2/2 [==============================] - 0s 14ms/step >30, 337/693, d1=0.409, d2=0.455 g=2.758 2/2 [==============================] - 0s 12ms/step >30, 338/693, d1=0.329, d2=0.253 g=3.435 2/2 [==============================] - 0s 12ms/step >30, 339/693, d1=0.420, d2=0.361 g=2.767 2/2 [==============================] - 0s 14ms/step >30, 340/693, d1=0.556, d2=0.516 g=3.039 2/2 [==============================] - 0s 13ms/step >30, 341/693, d1=0.358, d2=0.273 g=4.657 2/2 [==============================] - 0s 14ms/step >30, 342/693, d1=0.378, d2=0.289 g=3.164 2/2 [==============================] - 0s 13ms/step >30, 343/693, d1=0.380, d2=0.292 g=1.821 2/2 [==============================] - 0s 12ms/step >30, 344/693, d1=0.350, d2=0.551 g=2.602 2/2 [==============================] - 0s 11ms/step >30, 345/693, d1=0.541, d2=0.331 g=2.948 2/2 [==============================] - 0s 13ms/step >30, 346/693, d1=0.360, d2=0.386 g=3.173 2/2 [==============================] - 0s 13ms/step >30, 347/693, d1=0.425, d2=0.347 g=3.035 2/2 [==============================] - 0s 12ms/step >30, 348/693, d1=0.622, d2=0.452 g=2.135 2/2 [==============================] - 0s 13ms/step >30, 349/693, d1=0.358, d2=0.361 g=2.814 2/2 [==============================] - 0s 13ms/step >30, 350/693, d1=0.416, d2=0.385 g=3.390 2/2 [==============================] - 0s 12ms/step >30, 351/693, d1=0.412, d2=0.384 g=1.771 2/2 [==============================] - 0s 14ms/step >30, 352/693, d1=0.303, d2=0.338 g=3.212 2/2 [==============================] - 0s 13ms/step >30, 353/693, d1=0.371, d2=0.447 g=3.138 2/2 [==============================] - 0s 12ms/step >30, 354/693, d1=0.443, d2=0.292 g=3.022 2/2 [==============================] - 0s 11ms/step >30, 355/693, d1=0.496, d2=0.340 g=2.911 2/2 [==============================] - 0s 12ms/step >30, 356/693, d1=0.438, d2=0.298 g=3.043 2/2 [==============================] - 0s 13ms/step >30, 357/693, d1=0.409, d2=0.405 g=3.015 2/2 [==============================] - 0s 14ms/step >30, 358/693, d1=0.326, d2=0.399 g=4.049 2/2 [==============================] - 0s 13ms/step >30, 359/693, d1=0.285, d2=0.333 g=4.773 2/2 [==============================] - 0s 14ms/step >30, 360/693, d1=0.525, d2=0.314 g=2.246 2/2 [==============================] - 0s 11ms/step >30, 361/693, d1=0.409, d2=0.397 g=3.349 2/2 [==============================] - 0s 12ms/step >30, 362/693, d1=0.367, d2=0.384 g=3.020 2/2 [==============================] - 0s 12ms/step >30, 363/693, d1=0.509, d2=0.356 g=3.457 2/2 [==============================] - 0s 14ms/step >30, 364/693, d1=0.559, d2=0.427 g=3.640 2/2 [==============================] - 0s 14ms/step >30, 365/693, d1=0.423, d2=0.361 g=4.221 2/2 [==============================] - 0s 13ms/step >30, 366/693, d1=0.407, d2=0.400 g=3.044 2/2 [==============================] - 0s 11ms/step >30, 367/693, d1=0.417, d2=0.237 g=4.297 2/2 [==============================] - 0s 11ms/step >30, 368/693, d1=0.229, d2=0.300 g=3.463 2/2 [==============================] - 0s 12ms/step >30, 369/693, d1=0.355, d2=0.261 g=4.461 2/2 [==============================] - 0s 13ms/step >30, 370/693, d1=0.327, d2=0.389 g=3.852 2/2 [==============================] - 0s 13ms/step >30, 371/693, d1=0.638, d2=0.361 g=3.789 2/2 [==============================] - 0s 13ms/step >30, 372/693, d1=0.393, d2=0.345 g=4.077 2/2 [==============================] - 0s 13ms/step >30, 373/693, d1=0.304, d2=0.380 g=3.271 2/2 [==============================] - 0s 11ms/step >30, 374/693, d1=0.389, d2=0.377 g=2.894 2/2 [==============================] - 0s 13ms/step >30, 375/693, d1=0.460, d2=0.400 g=4.204 2/2 [==============================] - 0s 13ms/step >30, 376/693, d1=0.400, d2=0.344 g=3.514 2/2 [==============================] - 0s 14ms/step >30, 377/693, d1=0.607, d2=0.336 g=3.262 2/2 [==============================] - 0s 13ms/step >30, 378/693, d1=0.431, d2=0.327 g=2.938 2/2 [==============================] - 0s 14ms/step >30, 379/693, d1=0.393, d2=0.401 g=2.740 2/2 [==============================] - 0s 14ms/step >30, 380/693, d1=0.437, d2=0.387 g=3.365 2/2 [==============================] - 0s 12ms/step >30, 381/693, d1=0.339, d2=0.322 g=2.863 2/2 [==============================] - 0s 14ms/step >30, 382/693, d1=0.313, d2=0.401 g=3.982 2/2 [==============================] - 0s 12ms/step >30, 383/693, d1=0.614, d2=0.376 g=4.521 2/2 [==============================] - 0s 14ms/step >30, 384/693, d1=0.276, d2=0.411 g=3.371 2/2 [==============================] - 0s 12ms/step >30, 385/693, d1=0.436, d2=0.294 g=2.294 2/2 [==============================] - 0s 14ms/step >30, 386/693, d1=0.506, d2=0.334 g=2.247 2/2 [==============================] - 0s 13ms/step >30, 387/693, d1=0.360, d2=0.395 g=3.612 2/2 [==============================] - 0s 13ms/step >30, 388/693, d1=0.417, d2=0.408 g=3.458 2/2 [==============================] - 0s 14ms/step >30, 389/693, d1=0.316, d2=0.373 g=4.011 2/2 [==============================] - 0s 12ms/step >30, 390/693, d1=0.441, d2=0.314 g=3.223 2/2 [==============================] - 0s 13ms/step >30, 391/693, d1=0.315, d2=0.455 g=3.671 2/2 [==============================] - 0s 14ms/step >30, 392/693, d1=0.398, d2=0.329 g=3.381 2/2 [==============================] - 0s 12ms/step >30, 393/693, d1=0.528, d2=0.330 g=3.748 2/2 [==============================] - 0s 12ms/step >30, 394/693, d1=0.346, d2=0.360 g=3.434 2/2 [==============================] - 0s 12ms/step >30, 395/693, d1=0.360, d2=0.338 g=2.758 2/2 [==============================] - 0s 15ms/step >30, 396/693, d1=0.336, d2=0.328 g=3.459 2/2 [==============================] - 0s 13ms/step >30, 397/693, d1=0.477, d2=0.377 g=4.236 2/2 [==============================] - 0s 13ms/step >30, 398/693, d1=0.401, d2=0.302 g=2.311 2/2 [==============================] - 0s 12ms/step >30, 399/693, d1=0.490, d2=0.505 g=3.915 2/2 [==============================] - 0s 13ms/step >30, 400/693, d1=0.648, d2=0.305 g=3.475 2/2 [==============================] - 0s 14ms/step >30, 401/693, d1=0.445, d2=0.400 g=2.742 2/2 [==============================] - 0s 13ms/step >30, 402/693, d1=0.358, d2=0.429 g=2.839 2/2 [==============================] - 0s 12ms/step >30, 403/693, d1=0.437, d2=0.240 g=3.321 2/2 [==============================] - 0s 14ms/step >30, 404/693, d1=0.450, d2=0.392 g=2.234 2/2 [==============================] - 0s 12ms/step >30, 405/693, d1=0.289, d2=0.317 g=3.326 2/2 [==============================] - 0s 14ms/step >30, 406/693, d1=0.340, d2=0.341 g=3.476 2/2 [==============================] - 0s 12ms/step >30, 407/693, d1=0.506, d2=0.561 g=3.159 2/2 [==============================] - 0s 14ms/step >30, 408/693, d1=0.364, d2=0.402 g=3.181 2/2 [==============================] - 0s 13ms/step >30, 409/693, d1=0.415, d2=0.340 g=3.823 2/2 [==============================] - 0s 12ms/step >30, 410/693, d1=0.536, d2=0.360 g=3.068 2/2 [==============================] - 0s 12ms/step >30, 411/693, d1=0.350, d2=0.485 g=3.354 2/2 [==============================] - 0s 13ms/step >30, 412/693, d1=0.369, d2=0.349 g=3.035 2/2 [==============================] - 0s 15ms/step >30, 413/693, d1=0.359, d2=0.346 g=3.748 2/2 [==============================] - 0s 13ms/step >30, 414/693, d1=0.546, d2=0.327 g=3.650 2/2 [==============================] - 0s 12ms/step >30, 415/693, d1=0.380, d2=0.267 g=2.792 2/2 [==============================] - 0s 13ms/step >30, 416/693, d1=0.419, d2=0.398 g=2.551 2/2 [==============================] - 0s 13ms/step >30, 417/693, d1=0.498, d2=0.307 g=3.007 2/2 [==============================] - 0s 13ms/step >30, 418/693, d1=0.357, d2=0.301 g=2.827 2/2 [==============================] - 0s 13ms/step >30, 419/693, d1=0.512, d2=0.501 g=3.667 2/2 [==============================] - 0s 16ms/step >30, 420/693, d1=0.269, d2=0.327 g=3.075 2/2 [==============================] - 0s 13ms/step >30, 421/693, d1=0.512, d2=0.421 g=3.376 2/2 [==============================] - 0s 12ms/step >30, 422/693, d1=0.628, d2=0.446 g=3.785 2/2 [==============================] - 0s 13ms/step >30, 423/693, d1=0.301, d2=0.475 g=3.593 2/2 [==============================] - 0s 12ms/step >30, 424/693, d1=0.408, d2=0.253 g=3.047 2/2 [==============================] - 0s 12ms/step >30, 425/693, d1=0.472, d2=0.321 g=3.099 2/2 [==============================] - 0s 15ms/step >30, 426/693, d1=0.444, d2=0.357 g=3.202 2/2 [==============================] - 0s 12ms/step >30, 427/693, d1=0.311, d2=0.236 g=3.519 2/2 [==============================] - 0s 14ms/step >30, 428/693, d1=0.425, d2=0.339 g=3.802 2/2 [==============================] - 0s 12ms/step >30, 429/693, d1=0.375, d2=0.340 g=2.933 2/2 [==============================] - 0s 12ms/step >30, 430/693, d1=0.524, d2=0.373 g=3.200 2/2 [==============================] - 0s 11ms/step >30, 431/693, d1=0.222, d2=0.428 g=3.406 2/2 [==============================] - 0s 11ms/step >30, 432/693, d1=0.335, d2=0.334 g=3.084 2/2 [==============================] - 0s 13ms/step >30, 433/693, d1=0.464, d2=0.385 g=2.984 2/2 [==============================] - 0s 13ms/step >30, 434/693, d1=0.321, d2=0.250 g=2.855 2/2 [==============================] - 0s 14ms/step >30, 435/693, d1=0.447, d2=0.433 g=2.675 2/2 [==============================] - 0s 14ms/step >30, 436/693, d1=0.455, d2=0.374 g=3.553 2/2 [==============================] - 0s 13ms/step >30, 437/693, d1=0.448, d2=0.469 g=4.020 2/2 [==============================] - 0s 11ms/step >30, 438/693, d1=0.429, d2=0.394 g=3.631 2/2 [==============================] - 0s 14ms/step >30, 439/693, d1=0.526, d2=0.436 g=1.917 2/2 [==============================] - 0s 13ms/step >30, 440/693, d1=0.375, d2=0.302 g=3.311 2/2 [==============================] - 0s 13ms/step >30, 441/693, d1=0.383, d2=0.374 g=3.418 2/2 [==============================] - 0s 12ms/step >30, 442/693, d1=0.381, d2=0.334 g=2.934 2/2 [==============================] - 0s 13ms/step >30, 443/693, d1=0.506, d2=0.283 g=3.342 2/2 [==============================] - 0s 11ms/step >30, 444/693, d1=0.367, d2=0.411 g=3.086 2/2 [==============================] - 0s 11ms/step >30, 445/693, d1=0.382, d2=0.322 g=2.304 2/2 [==============================] - 0s 13ms/step >30, 446/693, d1=0.370, d2=0.369 g=4.038 2/2 [==============================] - 0s 13ms/step >30, 447/693, d1=0.602, d2=0.403 g=2.661 2/2 [==============================] - 0s 13ms/step >30, 448/693, d1=0.425, d2=0.365 g=3.568 2/2 [==============================] - 0s 13ms/step >30, 449/693, d1=0.435, d2=0.384 g=2.512 2/2 [==============================] - 0s 5ms/step >30, 450/693, d1=0.609, d2=0.441 g=2.663 2/2 [==============================] - 0s 14ms/step >30, 451/693, d1=0.280, d2=0.393 g=2.976 2/2 [==============================] - 0s 13ms/step >30, 452/693, d1=0.372, d2=0.377 g=3.213 2/2 [==============================] - 0s 14ms/step >30, 453/693, d1=0.557, d2=0.404 g=2.311 2/2 [==============================] - 0s 12ms/step >30, 454/693, d1=0.368, d2=0.382 g=3.399 2/2 [==============================] - 0s 13ms/step >30, 455/693, d1=0.317, d2=0.301 g=3.554 2/2 [==============================] - 0s 12ms/step >30, 456/693, d1=0.493, d2=0.349 g=4.065 2/2 [==============================] - 0s 13ms/step >30, 457/693, d1=0.368, d2=0.370 g=2.709 2/2 [==============================] - 0s 11ms/step >30, 458/693, d1=0.377, d2=0.342 g=2.729 2/2 [==============================] - 0s 12ms/step >30, 459/693, d1=0.403, d2=0.343 g=3.401 2/2 [==============================] - 0s 13ms/step >30, 460/693, d1=0.438, d2=0.409 g=2.400 2/2 [==============================] - 0s 14ms/step >30, 461/693, d1=0.423, d2=0.254 g=3.255 2/2 [==============================] - 0s 13ms/step >30, 462/693, d1=0.508, d2=0.366 g=2.804 2/2 [==============================] - 0s 13ms/step >30, 463/693, d1=0.394, d2=0.361 g=2.167 2/2 [==============================] - 0s 12ms/step >30, 464/693, d1=0.340, d2=0.419 g=2.794 2/2 [==============================] - 0s 14ms/step >30, 465/693, d1=0.251, d2=0.367 g=3.731 2/2 [==============================] - 0s 14ms/step >30, 466/693, d1=0.572, d2=0.367 g=3.539 2/2 [==============================] - 0s 15ms/step >30, 467/693, d1=0.481, d2=0.283 g=3.111 2/2 [==============================] - 0s 13ms/step >30, 468/693, d1=0.372, d2=0.471 g=3.159 2/2 [==============================] - 0s 13ms/step >30, 469/693, d1=0.348, d2=0.273 g=3.581 2/2 [==============================] - 0s 12ms/step >30, 470/693, d1=0.540, d2=0.405 g=3.304 2/2 [==============================] - 0s 12ms/step >30, 471/693, d1=0.376, d2=0.410 g=3.319 2/2 [==============================] - 0s 12ms/step >30, 472/693, d1=0.595, d2=0.317 g=4.189 2/2 [==============================] - 0s 13ms/step >30, 473/693, d1=0.361, d2=0.373 g=3.430 2/2 [==============================] - 0s 13ms/step >30, 474/693, d1=0.340, d2=0.427 g=2.570 2/2 [==============================] - 0s 14ms/step >30, 475/693, d1=0.292, d2=0.412 g=2.455 2/2 [==============================] - 0s 15ms/step >30, 476/693, d1=0.578, d2=0.306 g=4.054 2/2 [==============================] - 0s 12ms/step >30, 477/693, d1=0.428, d2=0.482 g=2.621 2/2 [==============================] - 0s 12ms/step >30, 478/693, d1=0.483, d2=0.355 g=2.827 2/2 [==============================] - 0s 11ms/step >30, 479/693, d1=0.460, d2=0.403 g=2.987 2/2 [==============================] - 0s 12ms/step >30, 480/693, d1=0.618, d2=0.411 g=3.494 2/2 [==============================] - 0s 14ms/step >30, 481/693, d1=0.365, d2=0.375 g=2.652 2/2 [==============================] - 0s 14ms/step >30, 482/693, d1=0.429, d2=0.288 g=3.013 2/2 [==============================] - 0s 14ms/step >30, 483/693, d1=0.522, d2=0.432 g=2.740 2/2 [==============================] - 0s 12ms/step >30, 484/693, d1=0.512, d2=0.376 g=2.162 2/2 [==============================] - 0s 13ms/step >30, 485/693, d1=0.320, d2=0.532 g=3.501 2/2 [==============================] - 0s 13ms/step >30, 486/693, d1=0.330, d2=0.260 g=2.791 2/2 [==============================] - 0s 12ms/step >30, 487/693, d1=0.391, d2=0.239 g=2.267 2/2 [==============================] - 0s 12ms/step >30, 488/693, d1=0.453, d2=0.370 g=2.568 2/2 [==============================] - 0s 14ms/step >30, 489/693, d1=0.453, d2=0.356 g=2.736 2/2 [==============================] - 0s 13ms/step >30, 490/693, d1=0.454, d2=0.353 g=2.458 2/2 [==============================] - 0s 14ms/step >30, 491/693, d1=0.385, d2=0.378 g=3.005 2/2 [==============================] - 0s 13ms/step >30, 492/693, d1=0.308, d2=0.398 g=3.200 2/2 [==============================] - 0s 12ms/step >30, 493/693, d1=0.389, d2=0.311 g=2.633 2/2 [==============================] - 0s 13ms/step >30, 494/693, d1=0.374, d2=0.392 g=2.880 2/2 [==============================] - 0s 12ms/step >30, 495/693, d1=0.450, d2=0.325 g=3.089 2/2 [==============================] - 0s 14ms/step >30, 496/693, d1=0.382, d2=0.287 g=3.382 2/2 [==============================] - 0s 12ms/step >30, 497/693, d1=0.479, d2=0.226 g=3.562 2/2 [==============================] - 0s 13ms/step >30, 498/693, d1=0.283, d2=0.465 g=3.178 2/2 [==============================] - 0s 13ms/step >30, 499/693, d1=0.293, d2=0.335 g=2.635 2/2 [==============================] - 0s 12ms/step >30, 500/693, d1=0.371, d2=0.336 g=2.910 2/2 [==============================] - 0s 13ms/step >30, 501/693, d1=0.338, d2=0.337 g=2.982 2/2 [==============================] - 0s 14ms/step >30, 502/693, d1=0.497, d2=0.345 g=2.996 2/2 [==============================] - 0s 13ms/step >30, 503/693, d1=0.315, d2=0.361 g=2.232 2/2 [==============================] - 0s 12ms/step >30, 504/693, d1=0.313, d2=0.366 g=3.241 2/2 [==============================] - 0s 12ms/step >30, 505/693, d1=0.453, d2=0.413 g=2.870 2/2 [==============================] - 0s 13ms/step >30, 506/693, d1=0.353, d2=0.447 g=3.516 2/2 [==============================] - 0s 13ms/step >30, 507/693, d1=0.527, d2=0.307 g=2.751 2/2 [==============================] - 0s 11ms/step >30, 508/693, d1=0.472, d2=0.507 g=2.728 2/2 [==============================] - 0s 12ms/step >30, 509/693, d1=0.377, d2=0.322 g=3.653 2/2 [==============================] - 0s 13ms/step >30, 510/693, d1=0.432, d2=0.294 g=3.088 2/2 [==============================] - 0s 13ms/step >30, 511/693, d1=0.437, d2=0.330 g=2.607 2/2 [==============================] - 0s 14ms/step >30, 512/693, d1=0.469, d2=0.395 g=2.758 2/2 [==============================] - 0s 12ms/step >30, 513/693, d1=0.525, d2=0.419 g=2.855 2/2 [==============================] - 0s 14ms/step >30, 514/693, d1=0.458, d2=0.427 g=2.278 2/2 [==============================] - 0s 13ms/step >30, 515/693, d1=0.407, d2=0.442 g=3.563 2/2 [==============================] - 0s 12ms/step >30, 516/693, d1=0.345, d2=0.224 g=3.693 2/2 [==============================] - 0s 13ms/step >30, 517/693, d1=0.619, d2=0.377 g=3.566 2/2 [==============================] - 0s 13ms/step >30, 518/693, d1=0.404, d2=0.444 g=3.058 2/2 [==============================] - 0s 12ms/step >30, 519/693, d1=0.386, d2=0.325 g=3.853 2/2 [==============================] - 0s 13ms/step >30, 520/693, d1=0.473, d2=0.384 g=3.620 2/2 [==============================] - 0s 13ms/step >30, 521/693, d1=0.322, d2=0.314 g=2.681 2/2 [==============================] - 0s 14ms/step >30, 522/693, d1=0.298, d2=0.368 g=2.641 2/2 [==============================] - 0s 13ms/step >30, 523/693, d1=0.352, d2=0.334 g=2.465 2/2 [==============================] - 0s 12ms/step >30, 524/693, d1=0.395, d2=0.391 g=3.782 2/2 [==============================] - 0s 14ms/step >30, 525/693, d1=0.432, d2=0.348 g=2.299 2/2 [==============================] - 0s 12ms/step >30, 526/693, d1=0.422, d2=0.341 g=2.796 2/2 [==============================] - 0s 12ms/step >30, 527/693, d1=0.289, d2=0.395 g=2.856 2/2 [==============================] - 0s 14ms/step >30, 528/693, d1=0.294, d2=0.250 g=3.669 2/2 [==============================] - 0s 12ms/step >30, 529/693, d1=0.417, d2=0.221 g=4.468 2/2 [==============================] - 0s 12ms/step >30, 530/693, d1=0.430, d2=0.240 g=3.555 2/2 [==============================] - 0s 12ms/step >30, 531/693, d1=0.206, d2=0.317 g=2.715 2/2 [==============================] - 0s 14ms/step >30, 532/693, d1=0.325, d2=0.368 g=3.360 2/2 [==============================] - 0s 13ms/step >30, 533/693, d1=0.495, d2=0.386 g=3.998 2/2 [==============================] - 0s 12ms/step >30, 534/693, d1=0.335, d2=0.195 g=3.163 2/2 [==============================] - 0s 12ms/step >30, 535/693, d1=0.390, d2=0.310 g=3.263 2/2 [==============================] - 0s 14ms/step >30, 536/693, d1=0.396, d2=0.255 g=2.351 2/2 [==============================] - 0s 14ms/step >30, 537/693, d1=0.258, d2=0.404 g=2.635 2/2 [==============================] - 0s 13ms/step >30, 538/693, d1=0.496, d2=0.424 g=2.540 2/2 [==============================] - 0s 13ms/step >30, 539/693, d1=0.402, d2=0.343 g=2.532 2/2 [==============================] - 0s 14ms/step >30, 540/693, d1=0.306, d2=0.235 g=2.282 2/2 [==============================] - 0s 15ms/step >30, 541/693, d1=0.442, d2=0.298 g=1.979 2/2 [==============================] - 0s 13ms/step >30, 542/693, d1=0.444, d2=0.424 g=1.782 2/2 [==============================] - 0s 11ms/step >30, 543/693, d1=0.293, d2=0.383 g=2.107 2/2 [==============================] - 0s 11ms/step >30, 544/693, d1=0.397, d2=0.345 g=3.031 2/2 [==============================] - 0s 13ms/step >30, 545/693, d1=0.529, d2=0.387 g=2.738 2/2 [==============================] - 0s 13ms/step >30, 546/693, d1=0.348, d2=0.303 g=2.752 2/2 [==============================] - 0s 14ms/step >30, 547/693, d1=0.498, d2=0.444 g=2.240 2/2 [==============================] - 0s 12ms/step >30, 548/693, d1=0.345, d2=0.336 g=2.879 2/2 [==============================] - 0s 13ms/step >30, 549/693, d1=0.408, d2=0.357 g=2.413 2/2 [==============================] - 0s 12ms/step >30, 550/693, d1=0.395, d2=0.406 g=2.815 2/2 [==============================] - 0s 13ms/step >30, 551/693, d1=0.304, d2=0.378 g=2.682 2/2 [==============================] - 0s 13ms/step >30, 552/693, d1=0.529, d2=0.365 g=2.540 2/2 [==============================] - 0s 13ms/step >30, 553/693, d1=0.486, d2=0.339 g=3.146 2/2 [==============================] - 0s 14ms/step >30, 554/693, d1=0.387, d2=0.431 g=2.463 2/2 [==============================] - 0s 13ms/step >30, 555/693, d1=0.366, d2=0.494 g=2.444 2/2 [==============================] - 0s 14ms/step >30, 556/693, d1=0.535, d2=0.320 g=2.766 2/2 [==============================] - 0s 13ms/step >30, 557/693, d1=0.533, d2=0.397 g=2.488 2/2 [==============================] - 0s 13ms/step >30, 558/693, d1=0.288, d2=0.365 g=2.664 2/2 [==============================] - 0s 13ms/step >30, 559/693, d1=0.461, d2=0.450 g=2.759 2/2 [==============================] - 0s 12ms/step >30, 560/693, d1=0.286, d2=0.215 g=2.954 2/2 [==============================] - 0s 14ms/step >30, 561/693, d1=0.520, d2=0.406 g=2.783 2/2 [==============================] - 0s 12ms/step >30, 562/693, d1=0.330, d2=0.362 g=2.465 2/2 [==============================] - 0s 15ms/step >30, 563/693, d1=0.324, d2=0.442 g=2.765 2/2 [==============================] - 0s 12ms/step >30, 564/693, d1=0.490, d2=0.256 g=2.738 2/2 [==============================] - 0s 13ms/step >30, 565/693, d1=0.327, d2=0.301 g=2.292 2/2 [==============================] - 0s 13ms/step >30, 566/693, d1=0.314, d2=0.397 g=2.064 2/2 [==============================] - 0s 12ms/step >30, 567/693, d1=0.382, d2=0.294 g=2.488 2/2 [==============================] - 0s 14ms/step >30, 568/693, d1=0.478, d2=0.324 g=2.430 2/2 [==============================] - 0s 13ms/step >30, 569/693, d1=0.367, d2=0.335 g=2.576 2/2 [==============================] - 0s 12ms/step >30, 570/693, d1=0.291, d2=0.368 g=2.395 2/2 [==============================] - 0s 12ms/step >30, 571/693, d1=0.390, d2=0.259 g=2.406 2/2 [==============================] - 0s 12ms/step >30, 572/693, d1=0.505, d2=0.510 g=2.323 2/2 [==============================] - 0s 15ms/step >30, 573/693, d1=0.315, d2=0.420 g=2.947 2/2 [==============================] - 0s 13ms/step >30, 574/693, d1=0.450, d2=0.344 g=2.469 2/2 [==============================] - 0s 13ms/step >30, 575/693, d1=0.524, d2=0.337 g=2.307 2/2 [==============================] - 0s 13ms/step >30, 576/693, d1=0.361, d2=0.340 g=2.068 2/2 [==============================] - 0s 13ms/step >30, 577/693, d1=0.295, d2=0.342 g=2.689 2/2 [==============================] - 0s 12ms/step >30, 578/693, d1=0.365, d2=0.464 g=2.382 2/2 [==============================] - 0s 12ms/step >30, 579/693, d1=0.338, d2=0.331 g=2.488 2/2 [==============================] - 0s 14ms/step >30, 580/693, d1=0.443, d2=0.298 g=2.440 2/2 [==============================] - 0s 14ms/step >30, 581/693, d1=0.488, d2=0.230 g=2.208 2/2 [==============================] - 0s 13ms/step >30, 582/693, d1=0.380, d2=0.349 g=2.345 2/2 [==============================] - 0s 13ms/step >30, 583/693, d1=0.281, d2=0.340 g=2.130 2/2 [==============================] - 0s 12ms/step >30, 584/693, d1=0.448, d2=0.355 g=2.346 2/2 [==============================] - 0s 13ms/step >30, 585/693, d1=0.278, d2=0.300 g=3.051 2/2 [==============================] - 0s 12ms/step >30, 586/693, d1=0.464, d2=0.497 g=2.864 2/2 [==============================] - 0s 14ms/step >30, 587/693, d1=0.447, d2=0.344 g=2.973 2/2 [==============================] - 0s 14ms/step >30, 588/693, d1=0.393, d2=0.364 g=2.865 2/2 [==============================] - 0s 12ms/step >30, 589/693, d1=0.280, d2=0.300 g=2.604 2/2 [==============================] - 0s 14ms/step >30, 590/693, d1=0.406, d2=0.298 g=2.351 2/2 [==============================] - 0s 12ms/step >30, 591/693, d1=0.421, d2=0.353 g=2.417 2/2 [==============================] - 0s 13ms/step >30, 592/693, d1=0.310, d2=0.397 g=2.733 2/2 [==============================] - 0s 12ms/step >30, 593/693, d1=0.438, d2=0.283 g=3.288 2/2 [==============================] - 0s 13ms/step >30, 594/693, d1=0.317, d2=0.383 g=2.926 2/2 [==============================] - 0s 14ms/step >30, 595/693, d1=0.372, d2=0.330 g=2.886 2/2 [==============================] - 0s 14ms/step >30, 596/693, d1=0.504, d2=0.453 g=3.404 2/2 [==============================] - 0s 12ms/step >30, 597/693, d1=0.441, d2=0.310 g=2.334 2/2 [==============================] - 0s 13ms/step >30, 598/693, d1=0.494, d2=0.407 g=2.577 2/2 [==============================] - 0s 12ms/step >30, 599/693, d1=0.405, d2=0.410 g=2.256 2/2 [==============================] - 0s 11ms/step >30, 600/693, d1=0.334, d2=0.343 g=3.002 2/2 [==============================] - 0s 12ms/step >30, 601/693, d1=0.518, d2=0.329 g=2.524 2/2 [==============================] - 0s 12ms/step >30, 602/693, d1=0.425, d2=0.377 g=2.942 2/2 [==============================] - 0s 11ms/step >30, 603/693, d1=0.453, d2=0.337 g=2.205 2/2 [==============================] - 0s 15ms/step >30, 604/693, d1=0.411, d2=0.328 g=2.399 2/2 [==============================] - 0s 12ms/step >30, 605/693, d1=0.415, d2=0.365 g=2.675 2/2 [==============================] - 0s 12ms/step >30, 606/693, d1=0.475, d2=0.393 g=2.144 2/2 [==============================] - 0s 13ms/step >30, 607/693, d1=0.361, d2=0.423 g=2.573 2/2 [==============================] - 0s 14ms/step >30, 608/693, d1=0.445, d2=0.346 g=2.471 2/2 [==============================] - 0s 13ms/step >30, 609/693, d1=0.537, d2=0.365 g=2.721 2/2 [==============================] - 0s 12ms/step >30, 610/693, d1=0.372, d2=0.383 g=2.169 2/2 [==============================] - 0s 13ms/step >30, 611/693, d1=0.399, d2=0.330 g=2.779 2/2 [==============================] - 0s 12ms/step >30, 612/693, d1=0.458, d2=0.325 g=2.615 2/2 [==============================] - 0s 12ms/step >30, 613/693, d1=0.433, d2=0.320 g=2.687 2/2 [==============================] - 0s 14ms/step >30, 614/693, d1=0.397, d2=0.331 g=3.024 2/2 [==============================] - 0s 13ms/step >30, 615/693, d1=0.419, d2=0.429 g=2.291 2/2 [==============================] - 0s 13ms/step >30, 616/693, d1=0.346, d2=0.399 g=2.710 2/2 [==============================] - 0s 12ms/step >30, 617/693, d1=0.405, d2=0.289 g=2.323 2/2 [==============================] - 0s 12ms/step >30, 618/693, d1=0.359, d2=0.345 g=2.475 2/2 [==============================] - 0s 13ms/step >30, 619/693, d1=0.437, d2=0.334 g=2.782 2/2 [==============================] - 0s 13ms/step >30, 620/693, d1=0.433, d2=0.294 g=2.883 2/2 [==============================] - 0s 13ms/step >30, 621/693, d1=0.586, d2=0.391 g=2.323 2/2 [==============================] - 0s 11ms/step >30, 622/693, d1=0.374, d2=0.489 g=2.525 2/2 [==============================] - 0s 13ms/step >30, 623/693, d1=0.250, d2=0.303 g=2.919 2/2 [==============================] - 0s 14ms/step >30, 624/693, d1=0.411, d2=0.303 g=2.804 2/2 [==============================] - 0s 13ms/step >30, 625/693, d1=0.449, d2=0.338 g=2.751 2/2 [==============================] - 0s 13ms/step >30, 626/693, d1=0.316, d2=0.410 g=2.702 2/2 [==============================] - 0s 14ms/step >30, 627/693, d1=0.465, d2=0.226 g=2.533 2/2 [==============================] - 0s 12ms/step >30, 628/693, d1=0.468, d2=0.328 g=2.661 2/2 [==============================] - 0s 12ms/step >30, 629/693, d1=0.360, d2=0.391 g=2.200 2/2 [==============================] - 0s 12ms/step >30, 630/693, d1=0.441, d2=0.400 g=2.607 2/2 [==============================] - 0s 14ms/step >30, 631/693, d1=0.332, d2=0.326 g=2.317 2/2 [==============================] - 0s 12ms/step >30, 632/693, d1=0.349, d2=0.312 g=2.251 2/2 [==============================] - 0s 11ms/step >30, 633/693, d1=0.344, d2=0.406 g=2.684 2/2 [==============================] - 0s 13ms/step >30, 634/693, d1=0.406, d2=0.337 g=2.443 2/2 [==============================] - 0s 14ms/step >30, 635/693, d1=0.367, d2=0.213 g=2.871 2/2 [==============================] - 0s 14ms/step >30, 636/693, d1=0.472, d2=0.456 g=2.381 2/2 [==============================] - 0s 13ms/step >30, 637/693, d1=0.471, d2=0.408 g=2.633 2/2 [==============================] - 0s 13ms/step >30, 638/693, d1=0.441, d2=0.450 g=2.454 2/2 [==============================] - 0s 13ms/step >30, 639/693, d1=0.448, d2=0.320 g=2.532 2/2 [==============================] - 0s 12ms/step >30, 640/693, d1=0.449, d2=0.320 g=2.225 2/2 [==============================] - 0s 13ms/step >30, 641/693, d1=0.323, d2=0.423 g=2.418 2/2 [==============================] - 0s 13ms/step >30, 642/693, d1=0.532, d2=0.345 g=2.841 2/2 [==============================] - 0s 14ms/step >30, 643/693, d1=0.367, d2=0.326 g=2.502 2/2 [==============================] - 0s 13ms/step >30, 644/693, d1=0.482, d2=0.530 g=2.772 2/2 [==============================] - 0s 13ms/step >30, 645/693, d1=0.460, d2=0.351 g=2.678 2/2 [==============================] - 0s 12ms/step >30, 646/693, d1=0.390, d2=0.377 g=3.178 2/2 [==============================] - 0s 14ms/step >30, 647/693, d1=0.474, d2=0.361 g=2.440 2/2 [==============================] - 0s 11ms/step >30, 648/693, d1=0.435, d2=0.355 g=2.445 2/2 [==============================] - 0s 13ms/step >30, 649/693, d1=0.591, d2=0.493 g=2.566 2/2 [==============================] - 0s 12ms/step >30, 650/693, d1=0.339, d2=0.300 g=2.429 2/2 [==============================] - 0s 12ms/step >30, 651/693, d1=0.387, d2=0.350 g=2.512 2/2 [==============================] - 0s 13ms/step >30, 652/693, d1=0.408, d2=0.367 g=2.750 2/2 [==============================] - 0s 12ms/step >30, 653/693, d1=0.339, d2=0.342 g=2.212 2/2 [==============================] - 0s 12ms/step >30, 654/693, d1=0.400, d2=0.374 g=2.207 2/2 [==============================] - 0s 13ms/step >30, 655/693, d1=0.281, d2=0.393 g=2.843 2/2 [==============================] - 0s 13ms/step >30, 656/693, d1=0.523, d2=0.297 g=2.421 2/2 [==============================] - 0s 12ms/step >30, 657/693, d1=0.397, d2=0.316 g=2.931 2/2 [==============================] - 0s 12ms/step >30, 658/693, d1=0.337, d2=0.260 g=2.159 2/2 [==============================] - 0s 12ms/step >30, 659/693, d1=0.604, d2=0.491 g=2.605 2/2 [==============================] - 0s 12ms/step >30, 660/693, d1=0.390, d2=0.367 g=2.366 2/2 [==============================] - 0s 12ms/step >30, 661/693, d1=0.420, d2=0.339 g=2.294 2/2 [==============================] - 0s 13ms/step >30, 662/693, d1=0.329, d2=0.371 g=2.598 2/2 [==============================] - 0s 14ms/step >30, 663/693, d1=0.423, d2=0.309 g=3.151 2/2 [==============================] - 0s 12ms/step >30, 664/693, d1=0.327, d2=0.333 g=3.231 2/2 [==============================] - 0s 13ms/step >30, 665/693, d1=0.500, d2=0.353 g=2.521 2/2 [==============================] - 0s 13ms/step >30, 666/693, d1=0.490, d2=0.340 g=2.101 2/2 [==============================] - 0s 15ms/step >30, 667/693, d1=0.363, d2=0.397 g=3.205 2/2 [==============================] - 0s 15ms/step >30, 668/693, d1=0.377, d2=0.377 g=3.216 2/2 [==============================] - 0s 12ms/step >30, 669/693, d1=0.475, d2=0.380 g=2.794 2/2 [==============================] - 0s 14ms/step >30, 670/693, d1=0.396, d2=0.380 g=2.360 2/2 [==============================] - 0s 12ms/step >30, 671/693, d1=0.382, d2=0.393 g=3.214 2/2 [==============================] - 0s 12ms/step >30, 672/693, d1=0.382, d2=0.296 g=3.242 2/2 [==============================] - 0s 13ms/step >30, 673/693, d1=0.424, d2=0.459 g=3.214 2/2 [==============================] - 0s 13ms/step >30, 674/693, d1=0.371, d2=0.397 g=3.865 2/2 [==============================] - 0s 13ms/step >30, 675/693, d1=0.344, d2=0.338 g=2.780 2/2 [==============================] - 0s 13ms/step >30, 676/693, d1=0.539, d2=0.310 g=3.245 2/2 [==============================] - 0s 13ms/step >30, 677/693, d1=0.364, d2=0.442 g=3.221 2/2 [==============================] - 0s 13ms/step >30, 678/693, d1=0.414, d2=0.444 g=2.659 2/2 [==============================] - 0s 11ms/step >30, 679/693, d1=0.454, d2=0.303 g=2.947 2/2 [==============================] - 0s 13ms/step >30, 680/693, d1=0.421, d2=0.430 g=2.745 2/2 [==============================] - 0s 13ms/step >30, 681/693, d1=0.573, d2=0.304 g=2.576 2/2 [==============================] - 0s 12ms/step >30, 682/693, d1=0.497, d2=0.382 g=2.183 2/2 [==============================] - 0s 12ms/step >30, 683/693, d1=0.417, d2=0.446 g=2.978 2/2 [==============================] - 0s 13ms/step >30, 684/693, d1=0.405, d2=0.361 g=3.383 2/2 [==============================] - 0s 13ms/step >30, 685/693, d1=0.463, d2=0.424 g=2.839 2/2 [==============================] - 0s 12ms/step >30, 686/693, d1=0.444, d2=0.444 g=3.275 2/2 [==============================] - 0s 13ms/step >30, 687/693, d1=0.344, d2=0.334 g=2.741 2/2 [==============================] - 0s 13ms/step >30, 688/693, d1=0.478, d2=0.410 g=2.116 2/2 [==============================] - 0s 12ms/step >30, 689/693, d1=0.314, d2=0.320 g=2.815 2/2 [==============================] - 0s 13ms/step >30, 690/693, d1=0.317, d2=0.447 g=2.619 2/2 [==============================] - 0s 13ms/step >30, 691/693, d1=0.334, d2=0.235 g=3.095 2/2 [==============================] - 0s 13ms/step >30, 692/693, d1=0.654, d2=0.320 g=2.433 2/2 [==============================] - 0s 14ms/step >30, 693/693, d1=0.442, d2=0.413 g=2.465 5/5 [==============================] - 0s 13ms/step >Accuracy real: 75%, fake: 92% WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model. 2/2 [==============================] - 0s 13ms/step >31, 1/693, d1=0.397, d2=0.477 g=2.319 2/2 [==============================] - 0s 12ms/step >31, 2/693, d1=0.447, d2=0.254 g=2.495 2/2 [==============================] - 0s 12ms/step >31, 3/693, d1=0.454, d2=0.478 g=2.816 2/2 [==============================] - 0s 14ms/step >31, 4/693, d1=0.450, d2=0.431 g=2.607 2/2 [==============================] - 0s 11ms/step >31, 5/693, d1=0.341, d2=0.283 g=2.996 2/2 [==============================] - 0s 13ms/step >31, 6/693, d1=0.509, d2=0.285 g=2.707 2/2 [==============================] - 0s 13ms/step >31, 7/693, d1=0.343, d2=0.366 g=2.446 2/2 [==============================] - 0s 11ms/step >31, 8/693, d1=0.463, d2=0.390 g=2.279 2/2 [==============================] - 0s 12ms/step >31, 9/693, d1=0.291, d2=0.414 g=2.060 2/2 [==============================] - 0s 14ms/step >31, 10/693, d1=0.393, d2=0.353 g=2.965 2/2 [==============================] - 0s 13ms/step >31, 11/693, d1=0.525, d2=0.300 g=2.178 2/2 [==============================] - 0s 12ms/step >31, 12/693, d1=0.284, d2=0.336 g=2.226 2/2 [==============================] - 0s 11ms/step >31, 13/693, d1=0.366, d2=0.307 g=2.624 2/2 [==============================] - 0s 13ms/step >31, 14/693, d1=0.289, d2=0.405 g=3.466 2/2 [==============================] - 0s 13ms/step >31, 15/693, d1=0.494, d2=0.260 g=2.654 2/2 [==============================] - 0s 14ms/step >31, 16/693, d1=0.304, d2=0.386 g=2.841 2/2 [==============================] - 0s 13ms/step >31, 17/693, d1=0.492, d2=0.517 g=2.598 2/2 [==============================] - 0s 12ms/step >31, 18/693, d1=0.481, d2=0.314 g=2.471 2/2 [==============================] - 0s 12ms/step >31, 19/693, d1=0.412, d2=0.368 g=3.610 2/2 [==============================] - 0s 12ms/step >31, 20/693, d1=0.360, d2=0.339 g=2.619 2/2 [==============================] - 0s 15ms/step >31, 21/693, d1=0.252, d2=0.478 g=2.714 2/2 [==============================] - 0s 14ms/step >31, 22/693, d1=0.443, d2=0.254 g=2.556 2/2 [==============================] - 0s 13ms/step >31, 23/693, d1=0.535, d2=0.322 g=2.517 2/2 [==============================] - 0s 13ms/step >31, 24/693, d1=0.368, d2=0.423 g=3.510 2/2 [==============================] - 0s 14ms/step >31, 25/693, d1=0.456, d2=0.424 g=2.170 2/2 [==============================] - 0s 14ms/step >31, 26/693, d1=0.426, d2=0.395 g=3.745 2/2 [==============================] - 0s 12ms/step >31, 27/693, d1=0.398, d2=0.388 g=3.214 2/2 [==============================] - 0s 13ms/step >31, 28/693, d1=0.549, d2=0.414 g=3.414 2/2 [==============================] - 0s 13ms/step >31, 29/693, d1=0.519, d2=0.417 g=2.130 2/2 [==============================] - 0s 13ms/step >31, 30/693, d1=0.355, d2=0.369 g=2.992 2/2 [==============================] - 0s 12ms/step >31, 31/693, d1=0.423, d2=0.408 g=2.164 2/2 [==============================] - 0s 14ms/step >31, 32/693, d1=0.420, d2=0.358 g=2.168 2/2 [==============================] - 0s 13ms/step >31, 33/693, d1=0.283, d2=0.303 g=2.618 2/2 [==============================] - 0s 12ms/step >31, 34/693, d1=0.542, d2=0.367 g=2.724 2/2 [==============================] - 0s 13ms/step >31, 35/693, d1=0.467, d2=0.489 g=3.116 2/2 [==============================] - 0s 12ms/step >31, 36/693, d1=0.384, d2=0.367 g=3.344 2/2 [==============================] - 0s 13ms/step >31, 37/693, d1=0.504, d2=0.287 g=2.705 2/2 [==============================] - 0s 13ms/step >31, 38/693, d1=0.264, d2=0.529 g=2.454 2/2 [==============================] - 0s 13ms/step >31, 39/693, d1=0.470, d2=0.300 g=2.941 2/2 [==============================] - 0s 14ms/step >31, 40/693, d1=0.516, d2=0.276 g=2.337 2/2 [==============================] - 0s 12ms/step >31, 41/693, d1=0.335, d2=0.483 g=3.082 2/2 [==============================] - 0s 13ms/step >31, 42/693, d1=0.282, d2=0.389 g=3.017 2/2 [==============================] - 0s 13ms/step >31, 43/693, d1=0.518, d2=0.356 g=2.522 2/2 [==============================] - 0s 11ms/step >31, 44/693, d1=0.419, d2=0.301 g=2.549 2/2 [==============================] - 0s 13ms/step >31, 45/693, d1=0.433, d2=0.386 g=2.893 2/2 [==============================] - 0s 15ms/step >31, 46/693, d1=0.453, d2=0.446 g=2.777 2/2 [==============================] - 0s 13ms/step >31, 47/693, d1=0.330, d2=0.373 g=2.955 2/2 [==============================] - 0s 13ms/step >31, 48/693, d1=0.621, d2=0.323 g=2.961 2/2 [==============================] - 0s 13ms/step >31, 49/693, d1=0.326, d2=0.387 g=2.462 2/2 [==============================] - 0s 13ms/step >31, 50/693, d1=0.330, d2=0.499 g=2.351 2/2 [==============================] - 0s 12ms/step >31, 51/693, d1=0.309, d2=0.358 g=2.670 2/2 [==============================] - 0s 13ms/step >31, 52/693, d1=0.523, d2=0.306 g=3.542 2/2 [==============================] - 0s 12ms/step >31, 53/693, d1=0.516, d2=0.331 g=3.433 2/2 [==============================] - 0s 13ms/step >31, 54/693, d1=0.480, d2=0.348 g=2.628 2/2 [==============================] - 0s 13ms/step >31, 55/693, d1=0.342, d2=0.460 g=2.331 2/2 [==============================] - 0s 12ms/step >31, 56/693, d1=0.354, d2=0.337 g=3.014 2/2 [==============================] - 0s 13ms/step >31, 57/693, d1=0.476, d2=0.324 g=2.400 2/2 [==============================] - 0s 12ms/step >31, 58/693, d1=0.357, d2=0.399 g=2.434 2/2 [==============================] - 0s 13ms/step >31, 59/693, d1=0.328, d2=0.267 g=2.307 2/2 [==============================] - 0s 13ms/step >31, 60/693, d1=0.316, d2=0.320 g=2.644 2/2 [==============================] - 0s 12ms/step >31, 61/693, d1=0.494, d2=0.307 g=2.327 2/2 [==============================] - 0s 11ms/step >31, 62/693, d1=0.510, d2=0.305 g=2.003 2/2 [==============================] - 0s 12ms/step >31, 63/693, d1=0.295, d2=0.482 g=2.359 2/2 [==============================] - 0s 12ms/step >31, 64/693, d1=0.374, d2=0.341 g=2.694 2/2 [==============================] - 0s 13ms/step >31, 65/693, d1=0.625, d2=0.458 g=2.718 2/2 [==============================] - 0s 15ms/step >31, 66/693, d1=0.321, d2=0.390 g=2.515 2/2 [==============================] - 0s 13ms/step >31, 67/693, d1=0.431, d2=0.307 g=2.971 2/2 [==============================] - 0s 15ms/step >31, 68/693, d1=0.391, d2=0.390 g=2.515 2/2 [==============================] - 0s 11ms/step >31, 69/693, d1=0.339, d2=0.408 g=2.416 2/2 [==============================] - 0s 12ms/step >31, 70/693, d1=0.444, d2=0.329 g=3.600 2/2 [==============================] - 0s 13ms/step >31, 71/693, d1=0.337, d2=0.352 g=2.197 2/2 [==============================] - 0s 15ms/step >31, 72/693, d1=0.323, d2=0.337 g=2.543 2/2 [==============================] - 0s 14ms/step >31, 73/693, d1=0.406, d2=0.329 g=3.549 2/2 [==============================] - 0s 13ms/step >31, 74/693, d1=0.450, d2=0.380 g=2.962 2/2 [==============================] - 0s 12ms/step >31, 75/693, d1=0.453, d2=0.453 g=2.985 2/2 [==============================] - 0s 13ms/step >31, 76/693, d1=0.458, d2=0.429 g=3.107 2/2 [==============================] - 0s 13ms/step >31, 77/693, d1=0.364, d2=0.295 g=4.067 2/2 [==============================] - 0s 13ms/step >31, 78/693, d1=0.341, d2=0.290 g=4.215 2/2 [==============================] - 0s 13ms/step >31, 79/693, d1=0.412, d2=0.302 g=3.986 2/2 [==============================] - 0s 14ms/step >31, 80/693, d1=0.451, d2=0.258 g=4.082 2/2 [==============================] - 0s 12ms/step >31, 81/693, d1=0.286, d2=0.236 g=3.356 2/2 [==============================] - 0s 12ms/step >31, 82/693, d1=0.521, d2=0.194 g=4.998 2/2 [==============================] - 0s 13ms/step >31, 83/693, d1=0.151, d2=0.187 g=6.114 2/2 [==============================] - 0s 13ms/step >31, 84/693, d1=0.109, d2=0.150 g=3.548 2/2 [==============================] - 0s 12ms/step >31, 85/693, d1=0.230, d2=0.437 g=4.591 2/2 [==============================] - 0s 14ms/step >31, 86/693, d1=0.203, d2=0.288 g=4.831 2/2 [==============================] - 0s 13ms/step >31, 87/693, d1=0.435, d2=0.198 g=4.126 2/2 [==============================] - 0s 14ms/step >31, 88/693, d1=0.354, d2=0.410 g=3.158 2/2 [==============================] - 0s 11ms/step >31, 89/693, d1=0.393, d2=0.317 g=3.648 2/2 [==============================] - 0s 13ms/step >31, 90/693, d1=0.225, d2=0.456 g=3.392 2/2 [==============================] - 0s 12ms/step >31, 91/693, d1=0.348, d2=0.295 g=3.917 2/2 [==============================] - 0s 12ms/step >31, 92/693, d1=0.372, d2=0.319 g=4.339 2/2 [==============================] - 0s 12ms/step >31, 93/693, d1=0.463, d2=0.329 g=3.347 2/2 [==============================] - 0s 12ms/step >31, 94/693, d1=0.423, d2=0.280 g=4.009 2/2 [==============================] - 0s 13ms/step >31, 95/693, d1=0.419, d2=0.383 g=5.703 2/2 [==============================] - 0s 13ms/step >31, 96/693, d1=0.489, d2=0.388 g=3.085 2/2 [==============================] - 0s 12ms/step >31, 97/693, d1=0.317, d2=0.254 g=2.395 2/2 [==============================] - 0s 14ms/step >31, 98/693, d1=0.477, d2=0.311 g=3.718 2/2 [==============================] - 0s 12ms/step >31, 99/693, d1=0.354, d2=0.231 g=2.857 2/2 [==============================] - 0s 14ms/step >31, 100/693, d1=0.393, d2=0.502 g=4.110 2/2 [==============================] - 0s 12ms/step >31, 101/693, d1=0.405, d2=0.447 g=4.918 2/2 [==============================] - 0s 13ms/step >31, 102/693, d1=0.552, d2=0.305 g=4.163 2/2 [==============================] - 0s 12ms/step >31, 103/693, d1=0.396, d2=0.346 g=3.404 2/2 [==============================] - 0s 14ms/step >31, 104/693, d1=0.330, d2=0.401 g=2.973 2/2 [==============================] - 0s 14ms/step >31, 105/693, d1=0.542, d2=0.375 g=4.303 2/2 [==============================] - 0s 13ms/step >31, 106/693, d1=0.418, d2=0.393 g=4.390 2/2 [==============================] - 0s 12ms/step >31, 107/693, d1=0.446, d2=0.261 g=4.853 2/2 [==============================] - 0s 12ms/step >31, 108/693, d1=0.367, d2=0.286 g=3.602 2/2 [==============================] - 0s 13ms/step >31, 109/693, d1=0.324, d2=0.385 g=4.724 2/2 [==============================] - 0s 13ms/step >31, 110/693, d1=0.409, d2=0.475 g=3.591 2/2 [==============================] - 0s 13ms/step >31, 111/693, d1=0.488, d2=0.405 g=3.015 2/2 [==============================] - 0s 14ms/step >31, 112/693, d1=0.455, d2=0.305 g=4.507 2/2 [==============================] - 0s 13ms/step >31, 113/693, d1=0.426, d2=0.338 g=3.892 2/2 [==============================] - 0s 12ms/step >31, 114/693, d1=0.461, d2=0.366 g=3.668 2/2 [==============================] - 0s 12ms/step >31, 115/693, d1=0.480, d2=0.259 g=3.251 2/2 [==============================] - 0s 14ms/step >31, 116/693, d1=0.428, d2=0.526 g=2.658 2/2 [==============================] - 0s 13ms/step >31, 117/693, d1=0.332, d2=0.251 g=4.294 2/2 [==============================] - 0s 12ms/step >31, 118/693, d1=0.417, d2=0.298 g=3.133 2/2 [==============================] - 0s 13ms/step >31, 119/693, d1=0.522, d2=0.490 g=4.157 2/2 [==============================] - 0s 15ms/step >31, 120/693, d1=0.327, d2=0.357 g=3.183 2/2 [==============================] - 0s 13ms/step >31, 121/693, d1=0.599, d2=0.438 g=3.536 2/2 [==============================] - 0s 12ms/step >31, 122/693, d1=0.533, d2=0.343 g=3.638 2/2 [==============================] - 0s 13ms/step >31, 123/693, d1=0.295, d2=0.369 g=2.524 2/2 [==============================] - 0s 12ms/step >31, 124/693, d1=0.471, d2=0.314 g=3.920 2/2 [==============================] - 0s 13ms/step >31, 125/693, d1=0.403, d2=0.355 g=2.810 2/2 [==============================] - 0s 13ms/step >31, 126/693, d1=0.352, d2=0.381 g=3.788 2/2 [==============================] - 0s 13ms/step >31, 127/693, d1=0.452, d2=0.315 g=2.388 2/2 [==============================] - 0s 13ms/step >31, 128/693, d1=0.370, d2=0.459 g=2.952 2/2 [==============================] - 0s 18ms/step >31, 129/693, d1=0.493, d2=0.241 g=3.924 2/2 [==============================] - 0s 13ms/step >31, 130/693, d1=0.429, d2=0.459 g=3.489 2/2 [==============================] - 0s 12ms/step >31, 131/693, d1=0.463, d2=0.352 g=4.045 2/2 [==============================] - 0s 15ms/step >31, 132/693, d1=0.322, d2=0.320 g=4.289 2/2 [==============================] - 0s 14ms/step >31, 133/693, d1=0.369, d2=0.346 g=3.371 2/2 [==============================] - 0s 12ms/step >31, 134/693, d1=0.397, d2=0.292 g=3.745 2/2 [==============================] - 0s 13ms/step >31, 135/693, d1=0.299, d2=0.451 g=4.087 2/2 [==============================] - 0s 13ms/step >31, 136/693, d1=0.486, d2=0.341 g=4.369 2/2 [==============================] - 0s 14ms/step >31, 137/693, d1=0.526, d2=0.372 g=3.166 2/2 [==============================] - 0s 14ms/step >31, 138/693, d1=0.370, d2=0.401 g=2.136 2/2 [==============================] - 0s 12ms/step >31, 139/693, d1=0.284, d2=0.296 g=3.056 2/2 [==============================] - 0s 13ms/step >31, 140/693, d1=0.530, d2=0.300 g=3.096 2/2 [==============================] - 0s 12ms/step >31, 141/693, d1=0.354, d2=0.326 g=3.134 2/2 [==============================] - 0s 11ms/step >31, 142/693, d1=0.289, d2=0.390 g=3.467 2/2 [==============================] - 0s 13ms/step >31, 143/693, d1=0.519, d2=0.400 g=4.641 2/2 [==============================] - 0s 12ms/step >31, 144/693, d1=0.470, d2=0.334 g=2.701 2/2 [==============================] - 0s 14ms/step >31, 145/693, d1=0.429, d2=0.391 g=4.498 2/2 [==============================] - 0s 12ms/step >31, 146/693, d1=0.460, d2=0.393 g=3.650 2/2 [==============================] - 0s 12ms/step >31, 147/693, d1=0.332, d2=0.422 g=3.234 2/2 [==============================] - 0s 13ms/step >31, 148/693, d1=0.460, d2=0.225 g=2.819 2/2 [==============================] - 0s 13ms/step >31, 149/693, d1=0.600, d2=0.453 g=3.745 2/2 [==============================] - 0s 11ms/step >31, 150/693, d1=0.434, d2=0.292 g=2.132 2/2 [==============================] - 0s 14ms/step >31, 151/693, d1=0.355, d2=0.309 g=2.537 2/2 [==============================] - 0s 12ms/step >31, 152/693, d1=0.396, d2=0.321 g=2.468 2/2 [==============================] - 0s 13ms/step >31, 153/693, d1=0.457, d2=0.298 g=4.174 2/2 [==============================] - 0s 12ms/step >31, 154/693, d1=0.466, d2=0.336 g=2.731 2/2 [==============================] - 0s 13ms/step >31, 155/693, d1=0.342, d2=0.349 g=2.623 2/2 [==============================] - 0s 12ms/step >31, 156/693, d1=0.385, d2=0.395 g=3.049 2/2 [==============================] - 0s 13ms/step >31, 157/693, d1=0.503, d2=0.428 g=3.962 2/2 [==============================] - 0s 13ms/step >31, 158/693, d1=0.408, d2=0.418 g=4.000 2/2 [==============================] - 0s 12ms/step >31, 159/693, d1=0.501, d2=0.340 g=2.682 2/2 [==============================] - 0s 12ms/step >31, 160/693, d1=0.331, d2=0.329 g=2.760 2/2 [==============================] - 0s 13ms/step >31, 161/693, d1=0.412, d2=0.314 g=3.229 2/2 [==============================] - 0s 14ms/step >31, 162/693, d1=0.433, d2=0.288 g=3.356 2/2 [==============================] - 0s 14ms/step >31, 163/693, d1=0.290, d2=0.384 g=3.755 2/2 [==============================] - 0s 14ms/step >31, 164/693, d1=0.433, d2=0.361 g=3.478 2/2 [==============================] - 0s 13ms/step >31, 165/693, d1=0.417, d2=0.315 g=4.592 2/2 [==============================] - 0s 12ms/step >31, 166/693, d1=0.409, d2=0.558 g=3.274 2/2 [==============================] - 0s 12ms/step >31, 167/693, d1=0.452, d2=0.331 g=3.310 2/2 [==============================] - 0s 14ms/step >31, 168/693, d1=0.415, d2=0.265 g=3.058 2/2 [==============================] - 0s 13ms/step >31, 169/693, d1=0.342, d2=0.403 g=2.693 2/2 [==============================] - 0s 14ms/step >31, 170/693, d1=0.476, d2=0.506 g=3.141 2/2 [==============================] - 0s 11ms/step >31, 171/693, d1=0.404, d2=0.365 g=3.021 2/2 [==============================] - 0s 13ms/step >31, 172/693, d1=0.449, d2=0.349 g=2.683 2/2 [==============================] - 0s 12ms/step >31, 173/693, d1=0.384, d2=0.333 g=4.848 2/2 [==============================] - 0s 13ms/step >31, 174/693, d1=0.386, d2=0.479 g=4.029 2/2 [==============================] - 0s 13ms/step >31, 175/693, d1=0.522, d2=0.265 g=2.495 2/2 [==============================] - 0s 13ms/step >31, 176/693, d1=0.344, d2=0.391 g=2.624 2/2 [==============================] - 0s 14ms/step >31, 177/693, d1=0.474, d2=0.338 g=2.712 2/2 [==============================] - 0s 13ms/step >31, 178/693, d1=0.412, d2=0.441 g=3.637 2/2 [==============================] - 0s 13ms/step >31, 179/693, d1=0.536, d2=0.359 g=3.136 2/2 [==============================] - 0s 13ms/step >31, 180/693, d1=0.465, d2=0.374 g=4.109 2/2 [==============================] - 0s 12ms/step >31, 181/693, d1=0.555, d2=0.406 g=3.927 2/2 [==============================] - 0s 14ms/step >31, 182/693, d1=0.430, d2=0.356 g=2.768 2/2 [==============================] - 0s 13ms/step >31, 183/693, d1=0.587, d2=0.426 g=2.793 2/2 [==============================] - 0s 13ms/step >31, 184/693, d1=0.266, d2=0.320 g=3.768 2/2 [==============================] - 0s 14ms/step >31, 185/693, d1=0.406, d2=0.332 g=2.425 2/2 [==============================] - 0s 13ms/step >31, 186/693, d1=0.317, d2=0.366 g=3.762 2/2 [==============================] - 0s 14ms/step >31, 187/693, d1=0.413, d2=0.249 g=3.672 2/2 [==============================] - 0s 14ms/step >31, 188/693, d1=0.270, d2=0.415 g=4.584 2/2 [==============================] - 0s 13ms/step >31, 189/693, d1=0.353, d2=0.251 g=4.265 2/2 [==============================] - 0s 14ms/step >31, 190/693, d1=0.338, d2=0.317 g=2.943 2/2 [==============================] - 0s 12ms/step >31, 191/693, d1=0.372, d2=0.259 g=3.337 2/2 [==============================] - 0s 11ms/step >31, 192/693, d1=0.340, d2=0.435 g=3.515 2/2 [==============================] - 0s 12ms/step >31, 193/693, d1=0.429, d2=0.296 g=4.468 2/2 [==============================] - 0s 11ms/step >31, 194/693, d1=0.376, d2=0.366 g=3.539 2/2 [==============================] - 0s 13ms/step >31, 195/693, d1=0.664, d2=0.450 g=3.026 2/2 [==============================] - 0s 14ms/step >31, 196/693, d1=0.370, d2=0.349 g=2.708 2/2 [==============================] - 0s 12ms/step >31, 197/693, d1=0.375, d2=0.349 g=2.898 2/2 [==============================] - 0s 13ms/step >31, 198/693, d1=0.422, d2=0.299 g=3.616 2/2 [==============================] - 0s 13ms/step >31, 199/693, d1=0.317, d2=0.364 g=3.343 2/2 [==============================] - 0s 14ms/step >31, 200/693, d1=0.385, d2=0.372 g=3.378 2/2 [==============================] - 0s 13ms/step >31, 201/693, d1=0.437, d2=0.255 g=3.353 2/2 [==============================] - 0s 13ms/step >31, 202/693, d1=0.341, d2=0.357 g=3.679 2/2 [==============================] - 0s 13ms/step >31, 203/693, d1=0.454, d2=0.385 g=3.752 2/2 [==============================] - 0s 11ms/step >31, 204/693, d1=0.401, d2=0.248 g=2.496 2/2 [==============================] - 0s 12ms/step >31, 205/693, d1=0.621, d2=0.246 g=2.854 2/2 [==============================] - 0s 14ms/step >31, 206/693, d1=0.304, d2=0.733 g=2.292 2/2 [==============================] - 0s 15ms/step >31, 207/693, d1=0.435, d2=0.342 g=4.295 2/2 [==============================] - 0s 12ms/step >31, 208/693, d1=0.442, d2=0.289 g=3.861 2/2 [==============================] - 0s 13ms/step >31, 209/693, d1=0.415, d2=0.338 g=2.683 2/2 [==============================] - 0s 13ms/step >31, 210/693, d1=0.635, d2=0.494 g=3.033 2/2 [==============================] - 0s 13ms/step >31, 211/693, d1=0.328, d2=0.437 g=3.270 2/2 [==============================] - 0s 13ms/step >31, 212/693, d1=0.529, d2=0.371 g=3.381 2/2 [==============================] - 0s 12ms/step >31, 213/693, d1=0.416, d2=0.409 g=2.312 2/2 [==============================] - 0s 11ms/step >31, 214/693, d1=0.303, d2=0.363 g=2.688 2/2 [==============================] - 0s 13ms/step >31, 215/693, d1=0.441, d2=0.346 g=4.381 2/2 [==============================] - 0s 13ms/step >31, 216/693, d1=0.246, d2=0.310 g=3.446 2/2 [==============================] - 0s 14ms/step >31, 217/693, d1=0.327, d2=0.422 g=2.957 2/2 [==============================] - 0s 13ms/step >31, 218/693, d1=0.621, d2=0.337 g=3.668 2/2 [==============================] - 0s 11ms/step >31, 219/693, d1=0.367, d2=0.497 g=3.382 2/2 [==============================] - 0s 13ms/step >31, 220/693, d1=0.431, d2=0.250 g=3.590 2/2 [==============================] - 0s 14ms/step >31, 221/693, d1=0.421, d2=0.324 g=2.362 2/2 [==============================] - 0s 12ms/step >31, 222/693, d1=0.387, d2=0.485 g=3.960 2/2 [==============================] - 0s 12ms/step >31, 223/693, d1=0.521, d2=0.267 g=3.894 2/2 [==============================] - 0s 13ms/step >31, 224/693, d1=0.439, d2=0.361 g=2.958 2/2 [==============================] - 0s 13ms/step >31, 225/693, d1=0.483, d2=0.401 g=4.026 2/2 [==============================] - 0s 12ms/step >31, 226/693, d1=0.400, d2=0.271 g=3.263 2/2 [==============================] - 0s 11ms/step >31, 227/693, d1=0.314, d2=0.423 g=3.113 2/2 [==============================] - 0s 12ms/step >31, 228/693, d1=0.424, d2=0.407 g=2.609 2/2 [==============================] - 0s 12ms/step >31, 229/693, d1=0.466, d2=0.273 g=3.289 2/2 [==============================] - 0s 13ms/step >31, 230/693, d1=0.471, d2=0.552 g=3.016 2/2 [==============================] - 0s 13ms/step >31, 231/693, d1=0.398, d2=0.334 g=2.125 2/2 [==============================] - 0s 12ms/step >31, 232/693, d1=0.463, d2=0.343 g=2.113 2/2 [==============================] - 0s 13ms/step >31, 233/693, d1=0.310, d2=0.384 g=2.773 2/2 [==============================] - 0s 13ms/step >31, 234/693, d1=0.549, d2=0.331 g=4.366 2/2 [==============================] - 0s 12ms/step >31, 235/693, d1=0.386, d2=0.336 g=2.993 2/2 [==============================] - 0s 13ms/step >31, 236/693, d1=0.381, d2=0.377 g=2.784 2/2 [==============================] - 0s 13ms/step >31, 237/693, d1=0.405, d2=0.326 g=2.784 2/2 [==============================] - 0s 12ms/step >31, 238/693, d1=0.436, d2=0.239 g=2.676 2/2 [==============================] - 0s 12ms/step >31, 239/693, d1=0.399, d2=0.482 g=2.958 2/2 [==============================] - 0s 13ms/step >31, 240/693, d1=0.366, d2=0.246 g=3.387 2/2 [==============================] - 0s 12ms/step >31, 241/693, d1=0.345, d2=0.275 g=2.598 2/2 [==============================] - 0s 14ms/step >31, 242/693, d1=0.505, d2=0.548 g=2.661 2/2 [==============================] - 0s 12ms/step >31, 243/693, d1=0.307, d2=0.412 g=2.657 2/2 [==============================] - 0s 11ms/step >31, 244/693, d1=0.616, d2=0.346 g=2.364 2/2 [==============================] - 0s 12ms/step >31, 245/693, d1=0.454, d2=0.440 g=2.477 2/2 [==============================] - 0s 13ms/step >31, 246/693, d1=0.393, d2=0.295 g=2.426 2/2 [==============================] - 0s 12ms/step >31, 247/693, d1=0.349, d2=0.401 g=2.402 2/2 [==============================] - 0s 13ms/step >31, 248/693, d1=0.524, d2=0.405 g=2.581 2/2 [==============================] - 0s 13ms/step >31, 249/693, d1=0.476, d2=0.339 g=2.645 2/2 [==============================] - 0s 13ms/step >31, 250/693, d1=0.464, d2=0.323 g=2.761 2/2 [==============================] - 0s 13ms/step >31, 251/693, d1=0.450, d2=0.263 g=2.273 2/2 [==============================] - 0s 14ms/step >31, 252/693, d1=0.310, d2=0.344 g=2.367 2/2 [==============================] - 0s 13ms/step >31, 253/693, d1=0.441, d2=0.420 g=1.767 2/2 [==============================] - 0s 15ms/step >31, 254/693, d1=0.305, d2=0.463 g=2.562 2/2 [==============================] - 0s 13ms/step >31, 255/693, d1=0.458, d2=0.280 g=2.816 2/2 [==============================] - 0s 13ms/step >31, 256/693, d1=0.559, d2=0.436 g=2.547 2/2 [==============================] - 0s 13ms/step >31, 257/693, d1=0.350, d2=0.288 g=2.361 2/2 [==============================] - 0s 12ms/step >31, 258/693, d1=0.285, d2=0.416 g=2.264 2/2 [==============================] - 0s 13ms/step >31, 259/693, d1=0.470, d2=0.335 g=2.359 2/2 [==============================] - 0s 12ms/step >31, 260/693, d1=0.455, d2=0.377 g=2.518 2/2 [==============================] - 0s 14ms/step >31, 261/693, d1=0.435, d2=0.324 g=2.543 2/2 [==============================] - 0s 15ms/step >31, 262/693, d1=0.432, d2=0.369 g=2.558 2/2 [==============================] - 0s 13ms/step >31, 263/693, d1=0.399, d2=0.345 g=2.539 2/2 [==============================] - 0s 14ms/step >31, 264/693, d1=0.394, d2=0.377 g=2.412 2/2 [==============================] - 0s 12ms/step >31, 265/693, d1=0.446, d2=0.312 g=2.186 2/2 [==============================] - 0s 12ms/step >31, 266/693, d1=0.491, d2=0.451 g=2.401 2/2 [==============================] - 0s 12ms/step >31, 267/693, d1=0.397, d2=0.282 g=2.359 2/2 [==============================] - 0s 14ms/step >31, 268/693, d1=0.491, d2=0.395 g=1.819 2/2 [==============================] - 0s 14ms/step >31, 269/693, d1=0.304, d2=0.485 g=2.086 2/2 [==============================] - 0s 12ms/step >31, 270/693, d1=0.431, d2=0.305 g=2.392 2/2 [==============================] - 0s 13ms/step >31, 271/693, d1=0.538, d2=0.349 g=1.934 2/2 [==============================] - 0s 13ms/step >31, 272/693, d1=0.368, d2=0.467 g=2.008 2/2 [==============================] - 0s 13ms/step >31, 273/693, d1=0.427, d2=0.349 g=2.771 2/2 [==============================] - 0s 12ms/step >31, 274/693, d1=0.343, d2=0.243 g=2.094 2/2 [==============================] - 0s 13ms/step >31, 275/693, d1=0.371, d2=0.347 g=2.408 2/2 [==============================] - 0s 13ms/step >31, 276/693, d1=0.295, d2=0.487 g=2.701 2/2 [==============================] - 0s 14ms/step >31, 277/693, d1=0.450, d2=0.310 g=2.272 2/2 [==============================] - 0s 14ms/step >31, 278/693, d1=0.427, d2=0.301 g=2.747 2/2 [==============================] - 0s 11ms/step >31, 279/693, d1=0.304, d2=0.288 g=2.436 2/2 [==============================] - 0s 12ms/step >31, 280/693, d1=0.381, d2=0.437 g=2.588 2/2 [==============================] - 0s 13ms/step >31, 281/693, d1=0.458, d2=0.289 g=2.189 2/2 [==============================] - 0s 14ms/step >31, 282/693, d1=0.461, d2=0.446 g=2.225 2/2 [==============================] - 0s 13ms/step >31, 283/693, d1=0.246, d2=0.581 g=3.118 2/2 [==============================] - 0s 13ms/step >31, 284/693, d1=0.443, d2=0.267 g=2.680 2/2 [==============================] - 0s 13ms/step >31, 285/693, d1=0.565, d2=0.328 g=2.925 2/2 [==============================] - 0s 14ms/step >31, 286/693, d1=0.469, d2=0.466 g=2.441 2/2 [==============================] - 0s 13ms/step >31, 287/693, d1=0.401, d2=0.467 g=2.735 2/2 [==============================] - 0s 12ms/step >31, 288/693, d1=0.434, d2=0.317 g=2.358 2/2 [==============================] - 0s 13ms/step >31, 289/693, d1=0.472, d2=0.350 g=2.156 2/2 [==============================] - 0s 13ms/step >31, 290/693, d1=0.404, d2=0.328 g=2.576 2/2 [==============================] - 0s 13ms/step >31, 291/693, d1=0.360, d2=0.332 g=2.629 2/2 [==============================] - 0s 13ms/step >31, 292/693, d1=0.306, d2=0.369 g=2.744 2/2 [==============================] - 0s 12ms/step >31, 293/693, d1=0.465, d2=0.246 g=2.452 2/2 [==============================] - 0s 12ms/step >31, 294/693, d1=0.487, d2=0.232 g=2.538 2/2 [==============================] - 0s 12ms/step >31, 295/693, d1=0.524, d2=0.445 g=2.225 2/2 [==============================] - 0s 12ms/step >31, 296/693, d1=0.383, d2=0.300 g=1.870 2/2 [==============================] - 0s 13ms/step >31, 297/693, d1=0.273, d2=0.394 g=2.451 2/2 [==============================] - 0s 13ms/step >31, 298/693, d1=0.416, d2=0.414 g=2.875 2/2 [==============================] - 0s 12ms/step >31, 299/693, d1=0.399, d2=0.361 g=2.656 2/2 [==============================] - 0s 12ms/step >31, 300/693, d1=0.555, d2=0.283 g=2.260 2/2 [==============================] - 0s 13ms/step >31, 301/693, d1=0.390, d2=0.398 g=2.787 2/2 [==============================] - 0s 14ms/step >31, 302/693, d1=0.479, d2=0.375 g=2.362 2/2 [==============================] - 0s 13ms/step >31, 303/693, d1=0.384, d2=0.430 g=2.483 2/2 [==============================] - 0s 14ms/step >31, 304/693, d1=0.412, d2=0.288 g=2.627 2/2 [==============================] - 0s 13ms/step >31, 305/693, d1=0.446, d2=0.328 g=2.402 2/2 [==============================] - 0s 13ms/step >31, 306/693, d1=0.318, d2=0.438 g=2.067 2/2 [==============================] - 0s 11ms/step >31, 307/693, d1=0.282, d2=0.329 g=2.486 2/2 [==============================] - 0s 13ms/step >31, 308/693, d1=0.415, d2=0.381 g=2.236 2/2 [==============================] - 0s 13ms/step >31, 309/693, d1=0.463, d2=0.427 g=2.541 2/2 [==============================] - 0s 14ms/step >31, 310/693, d1=0.578, d2=0.449 g=2.578 2/2 [==============================] - 0s 12ms/step >31, 311/693, d1=0.462, d2=0.270 g=3.302 2/2 [==============================] - 0s 13ms/step >31, 312/693, d1=0.418, d2=0.501 g=2.915 2/2 [==============================] - 0s 13ms/step >31, 313/693, d1=0.386, d2=0.362 g=3.038 2/2 [==============================] - 0s 12ms/step >31, 314/693, d1=0.447, d2=0.445 g=2.403 2/2 [==============================] - 0s 14ms/step >31, 315/693, d1=0.554, d2=0.373 g=1.868 2/2 [==============================] - 0s 13ms/step >31, 316/693, d1=0.321, d2=0.285 g=2.470 2/2 [==============================] - 0s 13ms/step >31, 317/693, d1=0.309, d2=0.446 g=2.980 2/2 [==============================] - 0s 12ms/step >31, 318/693, d1=0.442, d2=0.338 g=3.022 2/2 [==============================] - 0s 14ms/step >31, 319/693, d1=0.526, d2=0.338 g=3.464 2/2 [==============================] - 0s 13ms/step >31, 320/693, d1=0.427, d2=0.422 g=2.626 2/2 [==============================] - 0s 12ms/step >31, 321/693, d1=0.386, d2=0.454 g=3.199 2/2 [==============================] - 0s 12ms/step >31, 322/693, d1=0.351, d2=0.247 g=2.930 2/2 [==============================] - 0s 12ms/step >31, 323/693, d1=0.455, d2=0.336 g=2.538 2/2 [==============================] - 0s 13ms/step >31, 324/693, d1=0.242, d2=0.444 g=3.943 2/2 [==============================] - 0s 11ms/step >31, 325/693, d1=0.319, d2=0.222 g=3.103 2/2 [==============================] - 0s 13ms/step >31, 326/693, d1=0.453, d2=0.351 g=3.206 2/2 [==============================] - 0s 13ms/step >31, 327/693, d1=0.557, d2=0.436 g=2.447 2/2 [==============================] - 0s 13ms/step >31, 328/693, d1=0.377, d2=0.339 g=2.974 2/2 [==============================] - 0s 11ms/step >31, 329/693, d1=0.437, d2=0.340 g=2.993 2/2 [==============================] - 0s 14ms/step >31, 330/693, d1=0.508, d2=0.349 g=3.264 2/2 [==============================] - 0s 13ms/step >31, 331/693, d1=0.404, d2=0.385 g=2.245 2/2 [==============================] - 0s 12ms/step >31, 332/693, d1=0.317, d2=0.365 g=2.841 2/2 [==============================] - 0s 13ms/step >31, 333/693, d1=0.466, d2=0.331 g=2.690 2/2 [==============================] - 0s 13ms/step >31, 334/693, d1=0.382, d2=0.362 g=2.621 2/2 [==============================] - 0s 14ms/step >31, 335/693, d1=0.400, d2=0.381 g=2.176 2/2 [==============================] - 0s 12ms/step >31, 336/693, d1=0.364, d2=0.418 g=2.590 2/2 [==============================] - 0s 12ms/step >31, 337/693, d1=0.474, d2=0.408 g=3.050 2/2 [==============================] - 0s 13ms/step >31, 338/693, d1=0.492, d2=0.310 g=2.400 2/2 [==============================] - 0s 14ms/step >31, 339/693, d1=0.573, d2=0.411 g=2.423 2/2 [==============================] - 0s 11ms/step >31, 340/693, d1=0.348, d2=0.433 g=2.596 2/2 [==============================] - 0s 12ms/step >31, 341/693, d1=0.526, d2=0.419 g=2.821 2/2 [==============================] - 0s 13ms/step >31, 342/693, d1=0.231, d2=0.388 g=3.801 2/2 [==============================] - 0s 13ms/step >31, 343/693, d1=0.410, d2=0.339 g=3.652 2/2 [==============================] - 0s 14ms/step >31, 344/693, d1=0.321, d2=0.365 g=2.729 2/2 [==============================] - 0s 14ms/step >31, 345/693, d1=0.551, d2=0.399 g=2.897 2/2 [==============================] - 0s 13ms/step >31, 346/693, d1=0.434, d2=0.412 g=2.412 2/2 [==============================] - 0s 12ms/step >31, 347/693, d1=0.314, d2=0.474 g=2.412 2/2 [==============================] - 0s 12ms/step >31, 348/693, d1=0.482, d2=0.412 g=2.918 2/2 [==============================] - 0s 14ms/step >31, 349/693, d1=0.303, d2=0.269 g=2.122 2/2 [==============================] - 0s 14ms/step >31, 350/693, d1=0.401, d2=0.400 g=2.611 2/2 [==============================] - 0s 11ms/step >31, 351/693, d1=0.481, d2=0.325 g=2.751 2/2 [==============================] - 0s 14ms/step >31, 352/693, d1=0.391, d2=0.301 g=3.260 2/2 [==============================] - 0s 12ms/step >31, 353/693, d1=0.487, d2=0.337 g=2.909 2/2 [==============================] - 0s 12ms/step >31, 354/693, d1=0.360, d2=0.429 g=2.175 2/2 [==============================] - 0s 13ms/step >31, 355/693, d1=0.338, d2=0.318 g=3.742 2/2 [==============================] - 0s 13ms/step >31, 356/693, d1=0.460, d2=0.310 g=2.798 2/2 [==============================] - 0s 12ms/step >31, 357/693, d1=0.327, d2=0.334 g=3.165 2/2 [==============================] - 0s 14ms/step >31, 358/693, d1=0.354, d2=0.316 g=2.647 2/2 [==============================] - 0s 11ms/step >31, 359/693, d1=0.389, d2=0.424 g=2.336 2/2 [==============================] - 0s 12ms/step >31, 360/693, d1=0.477, d2=0.295 g=3.039 2/2 [==============================] - 0s 12ms/step >31, 361/693, d1=0.503, d2=0.378 g=2.510 2/2 [==============================] - 0s 13ms/step >31, 362/693, d1=0.300, d2=0.309 g=2.646 2/2 [==============================] - 0s 15ms/step >31, 363/693, d1=0.446, d2=0.267 g=2.144 2/2 [==============================] - 0s 14ms/step >31, 364/693, d1=0.371, d2=0.386 g=2.980 2/2 [==============================] - 0s 14ms/step >31, 365/693, d1=0.388, d2=0.551 g=2.779 2/2 [==============================] - 0s 12ms/step >31, 366/693, d1=0.535, d2=0.357 g=3.106 2/2 [==============================] - 0s 15ms/step >31, 367/693, d1=0.321, d2=0.301 g=2.552 2/2 [==============================] - 0s 13ms/step >31, 368/693, d1=0.530, d2=0.422 g=2.771 2/2 [==============================] - 0s 12ms/step >31, 369/693, d1=0.383, d2=0.354 g=2.558 2/2 [==============================] - 0s 14ms/step >31, 370/693, d1=0.406, d2=0.282 g=2.702 2/2 [==============================] - 0s 13ms/step >31, 371/693, d1=0.362, d2=0.406 g=2.454 2/2 [==============================] - 0s 11ms/step >31, 372/693, d1=0.468, d2=0.439 g=2.495 2/2 [==============================] - 0s 15ms/step >31, 373/693, d1=0.387, d2=0.336 g=2.810 2/2 [==============================] - 0s 12ms/step >31, 374/693, d1=0.455, d2=0.324 g=2.758 2/2 [==============================] - 0s 14ms/step >31, 375/693, d1=0.449, d2=0.354 g=2.489 2/2 [==============================] - 0s 14ms/step >31, 376/693, d1=0.406, d2=0.396 g=2.369 2/2 [==============================] - 0s 13ms/step >31, 377/693, d1=0.521, d2=0.394 g=2.180 2/2 [==============================] - 0s 13ms/step >31, 378/693, d1=0.353, d2=0.403 g=2.955 2/2 [==============================] - 0s 12ms/step >31, 379/693, d1=0.415, d2=0.305 g=2.453 2/2 [==============================] - 0s 13ms/step >31, 380/693, d1=0.412, d2=0.326 g=2.753 2/2 [==============================] - 0s 13ms/step >31, 381/693, d1=0.473, d2=0.306 g=1.878 2/2 [==============================] - 0s 12ms/step >31, 382/693, d1=0.469, d2=0.480 g=2.483 2/2 [==============================] - 0s 14ms/step >31, 383/693, d1=0.376, d2=0.355 g=2.742 2/2 [==============================] - 0s 15ms/step >31, 384/693, d1=0.413, d2=0.339 g=2.509 2/2 [==============================] - 0s 14ms/step >31, 385/693, d1=0.376, d2=0.377 g=2.614 2/2 [==============================] - 0s 13ms/step >31, 386/693, d1=0.331, d2=0.384 g=2.718 2/2 [==============================] - 0s 13ms/step >31, 387/693, d1=0.561, d2=0.381 g=2.554 2/2 [==============================] - 0s 14ms/step >31, 388/693, d1=0.346, d2=0.427 g=2.848 2/2 [==============================] - 0s 12ms/step >31, 389/693, d1=0.432, d2=0.324 g=2.759 2/2 [==============================] - 0s 13ms/step >31, 390/693, d1=0.443, d2=0.413 g=3.234 2/2 [==============================] - 0s 14ms/step >31, 391/693, d1=0.408, d2=0.530 g=2.604 2/2 [==============================] - 0s 13ms/step >31, 392/693, d1=0.403, d2=0.269 g=2.861 2/2 [==============================] - 0s 13ms/step >31, 393/693, d1=0.489, d2=0.281 g=2.027 2/2 [==============================] - 0s 13ms/step >31, 394/693, d1=0.404, d2=0.412 g=2.285 2/2 [==============================] - 0s 17ms/step >31, 395/693, d1=0.395, d2=0.371 g=2.264 2/2 [==============================] - 0s 12ms/step >31, 396/693, d1=0.410, d2=0.420 g=2.811 2/2 [==============================] - 0s 13ms/step >31, 397/693, d1=0.482, d2=0.371 g=2.563 2/2 [==============================] - 0s 12ms/step >31, 398/693, d1=0.333, d2=0.446 g=3.413 2/2 [==============================] - 0s 13ms/step >31, 399/693, d1=0.431, d2=0.181 g=2.668 2/2 [==============================] - 0s 13ms/step >31, 400/693, d1=0.507, d2=0.323 g=3.267 2/2 [==============================] - 0s 14ms/step >31, 401/693, d1=0.321, d2=0.479 g=2.195 2/2 [==============================] - 0s 13ms/step >31, 402/693, d1=0.449, d2=0.290 g=2.316 2/2 [==============================] - 0s 13ms/step >31, 403/693, d1=0.336, d2=0.446 g=2.765 2/2 [==============================] - 0s 12ms/step >31, 404/693, d1=0.355, d2=0.351 g=2.672 2/2 [==============================] - 0s 15ms/step >31, 405/693, d1=0.603, d2=0.438 g=2.627 2/2 [==============================] - 0s 14ms/step >31, 406/693, d1=0.460, d2=0.447 g=2.616 2/2 [==============================] - 0s 14ms/step >31, 407/693, d1=0.428, d2=0.444 g=2.616 2/2 [==============================] - 0s 13ms/step >31, 408/693, d1=0.478, d2=0.320 g=3.106 2/2 [==============================] - 0s 13ms/step >31, 409/693, d1=0.297, d2=0.381 g=2.630 2/2 [==============================] - 0s 12ms/step >31, 410/693, d1=0.555, d2=0.269 g=2.843 2/2 [==============================] - 0s 13ms/step >31, 411/693, d1=0.373, d2=0.342 g=2.316 2/2 [==============================] - 0s 11ms/step >31, 412/693, d1=0.292, d2=0.361 g=2.677 2/2 [==============================] - 0s 11ms/step >31, 413/693, d1=0.417, d2=0.362 g=2.585 2/2 [==============================] - 0s 13ms/step >31, 414/693, d1=0.434, d2=0.331 g=2.684 2/2 [==============================] - 0s 14ms/step >31, 415/693, d1=0.222, d2=0.345 g=2.852 2/2 [==============================] - 0s 13ms/step >31, 416/693, d1=0.499, d2=0.287 g=2.729 2/2 [==============================] - 0s 14ms/step >31, 417/693, d1=0.337, d2=0.374 g=3.058 2/2 [==============================] - 0s 13ms/step >31, 418/693, d1=0.365, d2=0.346 g=2.235 2/2 [==============================] - 0s 12ms/step >31, 419/693, d1=0.389, d2=0.426 g=2.266 2/2 [==============================] - 0s 12ms/step >31, 420/693, d1=0.554, d2=0.287 g=2.196 2/2 [==============================] - 0s 12ms/step >31, 421/693, d1=0.427, d2=0.361 g=2.936 2/2 [==============================] - 0s 12ms/step >31, 422/693, d1=0.450, d2=0.421 g=2.151 2/2 [==============================] - 0s 13ms/step >31, 423/693, d1=0.370, d2=0.481 g=2.740 2/2 [==============================] - 0s 13ms/step >31, 424/693, d1=0.287, d2=0.333 g=3.275 2/2 [==============================] - 0s 12ms/step >31, 425/693, d1=0.442, d2=0.322 g=2.469 2/2 [==============================] - 0s 11ms/step >31, 426/693, d1=0.501, d2=0.270 g=2.738 2/2 [==============================] - 0s 13ms/step >31, 427/693, d1=0.516, d2=0.306 g=2.628 2/2 [==============================] - 0s 13ms/step >31, 428/693, d1=0.385, d2=0.561 g=2.762 2/2 [==============================] - 0s 13ms/step >31, 429/693, d1=0.534, d2=0.267 g=3.070 2/2 [==============================] - 0s 12ms/step >31, 430/693, d1=0.546, d2=0.375 g=2.534 2/2 [==============================] - 0s 14ms/step >31, 431/693, d1=0.336, d2=0.381 g=2.818 2/2 [==============================] - 0s 12ms/step >31, 432/693, d1=0.374, d2=0.510 g=2.694 2/2 [==============================] - 0s 12ms/step >31, 433/693, d1=0.594, d2=0.301 g=3.116 2/2 [==============================] - 0s 13ms/step >31, 434/693, d1=0.417, d2=0.366 g=2.495 2/2 [==============================] - 0s 11ms/step >31, 435/693, d1=0.393, d2=0.365 g=2.418 2/2 [==============================] - 0s 16ms/step >31, 436/693, d1=0.379, d2=0.415 g=2.846 2/2 [==============================] - 0s 12ms/step >31, 437/693, d1=0.456, d2=0.255 g=2.839 2/2 [==============================] - 0s 12ms/step >31, 438/693, d1=0.456, d2=0.369 g=2.119 2/2 [==============================] - 0s 15ms/step >31, 439/693, d1=0.365, d2=0.486 g=3.084 2/2 [==============================] - 0s 12ms/step >31, 440/693, d1=0.279, d2=0.322 g=2.911 2/2 [==============================] - 0s 12ms/step >31, 441/693, d1=0.498, d2=0.282 g=2.522 2/2 [==============================] - 0s 15ms/step >31, 442/693, d1=0.552, d2=0.271 g=2.031 2/2 [==============================] - 0s 13ms/step >31, 443/693, d1=0.300, d2=0.394 g=2.382 2/2 [==============================] - 0s 13ms/step >31, 444/693, d1=0.361, d2=0.395 g=2.516 2/2 [==============================] - 0s 12ms/step >31, 445/693, d1=0.531, d2=0.322 g=1.742 2/2 [==============================] - 0s 15ms/step >31, 446/693, d1=0.370, d2=0.407 g=2.403 2/2 [==============================] - 0s 15ms/step >31, 447/693, d1=0.421, d2=0.396 g=2.340 2/2 [==============================] - 0s 12ms/step >31, 448/693, d1=0.333, d2=0.311 g=2.569 2/2 [==============================] - 0s 13ms/step >31, 449/693, d1=0.427, d2=0.433 g=2.446 2/2 [==============================] - 0s 14ms/step >31, 450/693, d1=0.307, d2=0.364 g=2.549 2/2 [==============================] - 0s 11ms/step >31, 451/693, d1=0.459, d2=0.316 g=2.408 2/2 [==============================] - 0s 12ms/step >31, 452/693, d1=0.377, d2=0.399 g=2.675 2/2 [==============================] - 0s 13ms/step >31, 453/693, d1=0.357, d2=0.316 g=3.276 2/2 [==============================] - 0s 11ms/step >31, 454/693, d1=0.486, d2=0.359 g=2.115 2/2 [==============================] - 0s 12ms/step >31, 455/693, d1=0.269, d2=0.309 g=2.919 2/2 [==============================] - 0s 14ms/step >31, 456/693, d1=0.377, d2=0.392 g=3.534 2/2 [==============================] - 0s 14ms/step >31, 457/693, d1=0.488, d2=0.295 g=3.290 2/2 [==============================] - 0s 13ms/step >31, 458/693, d1=0.301, d2=0.406 g=3.112 2/2 [==============================] - 0s 13ms/step >31, 459/693, d1=0.467, d2=0.428 g=2.753 2/2 [==============================] - 0s 14ms/step >31, 460/693, d1=0.484, d2=0.352 g=2.791 2/2 [==============================] - 0s 14ms/step >31, 461/693, d1=0.505, d2=0.293 g=2.385 2/2 [==============================] - 0s 13ms/step >31, 462/693, d1=0.450, d2=0.419 g=2.225 2/2 [==============================] - 0s 13ms/step >31, 463/693, d1=0.374, d2=0.411 g=2.971 2/2 [==============================] - 0s 14ms/step >31, 464/693, d1=0.513, d2=0.322 g=2.639 2/2 [==============================] - 0s 12ms/step >31, 465/693, d1=0.384, d2=0.377 g=2.239 2/2 [==============================] - 0s 13ms/step >31, 466/693, d1=0.240, d2=0.420 g=2.648 2/2 [==============================] - 0s 14ms/step >31, 467/693, d1=0.334, d2=0.257 g=2.884 2/2 [==============================] - 0s 13ms/step >31, 468/693, d1=0.389, d2=0.253 g=2.183 2/2 [==============================] - 0s 13ms/step >31, 469/693, d1=0.376, d2=0.390 g=2.737 2/2 [==============================] - 0s 14ms/step >31, 470/693, d1=0.496, d2=0.373 g=2.995 2/2 [==============================] - 0s 12ms/step >31, 471/693, d1=0.348, d2=0.397 g=3.487 2/2 [==============================] - 0s 13ms/step >31, 472/693, d1=0.554, d2=0.336 g=3.062 2/2 [==============================] - 0s 13ms/step >31, 473/693, d1=0.504, d2=0.405 g=2.466 2/2 [==============================] - 0s 13ms/step >31, 474/693, d1=0.348, d2=0.427 g=2.983 2/2 [==============================] - 0s 13ms/step >31, 475/693, d1=0.361, d2=0.305 g=2.780 2/2 [==============================] - 0s 13ms/step >31, 476/693, d1=0.452, d2=0.250 g=1.913 2/2 [==============================] - 0s 12ms/step >31, 477/693, d1=0.403, d2=0.328 g=1.979 2/2 [==============================] - 0s 13ms/step >31, 478/693, d1=0.376, d2=0.349 g=2.447 2/2 [==============================] - 0s 13ms/step >31, 479/693, d1=0.368, d2=0.342 g=2.128 2/2 [==============================] - 0s 13ms/step >31, 480/693, d1=0.229, d2=0.343 g=3.098 2/2 [==============================] - 0s 13ms/step >31, 481/693, d1=0.583, d2=0.384 g=3.307 2/2 [==============================] - 0s 14ms/step >31, 482/693, d1=0.457, d2=0.301 g=2.688 2/2 [==============================] - 0s 14ms/step >31, 483/693, d1=0.436, d2=0.358 g=2.442 2/2 [==============================] - 0s 11ms/step >31, 484/693, d1=0.358, d2=0.331 g=2.813 2/2 [==============================] - 0s 13ms/step >31, 485/693, d1=0.433, d2=0.498 g=2.243 2/2 [==============================] - 0s 13ms/step >31, 486/693, d1=0.347, d2=0.271 g=2.714 2/2 [==============================] - 0s 13ms/step >31, 487/693, d1=0.608, d2=0.477 g=2.220 2/2 [==============================] - 0s 13ms/step >31, 488/693, d1=0.314, d2=0.431 g=2.410 2/2 [==============================] - 0s 12ms/step >31, 489/693, d1=0.468, d2=0.294 g=2.516 2/2 [==============================] - 0s 12ms/step >31, 490/693, d1=0.516, d2=0.400 g=2.430 2/2 [==============================] - 0s 13ms/step >31, 491/693, d1=0.329, d2=0.356 g=2.141 2/2 [==============================] - 0s 14ms/step >31, 492/693, d1=0.402, d2=0.325 g=2.344 2/2 [==============================] - 0s 13ms/step >31, 493/693, d1=0.246, d2=0.359 g=2.365 2/2 [==============================] - 0s 14ms/step >31, 494/693, d1=0.339, d2=0.424 g=2.835 2/2 [==============================] - 0s 11ms/step >31, 495/693, d1=0.633, d2=0.387 g=2.639 2/2 [==============================] - 0s 12ms/step >31, 496/693, d1=0.429, d2=0.325 g=3.224 2/2 [==============================] - 0s 12ms/step >31, 497/693, d1=0.506, d2=0.329 g=2.849 2/2 [==============================] - 0s 13ms/step >31, 498/693, d1=0.511, d2=0.462 g=2.464 2/2 [==============================] - 0s 12ms/step >31, 499/693, d1=0.449, d2=0.348 g=2.542 2/2 [==============================] - 0s 12ms/step >31, 500/693, d1=0.491, d2=0.379 g=3.208 2/2 [==============================] - 0s 12ms/step >31, 501/693, d1=0.420, d2=0.397 g=2.394 2/2 [==============================] - 0s 13ms/step >31, 502/693, d1=0.399, d2=0.468 g=2.742 2/2 [==============================] - 0s 14ms/step >31, 503/693, d1=0.501, d2=0.420 g=2.265 2/2 [==============================] - 0s 12ms/step >31, 504/693, d1=0.377, d2=0.335 g=2.479 2/2 [==============================] - 0s 12ms/step >31, 505/693, d1=0.255, d2=0.343 g=3.078 2/2 [==============================] - 0s 13ms/step >31, 506/693, d1=0.368, d2=0.312 g=2.758 2/2 [==============================] - 0s 12ms/step >31, 507/693, d1=0.599, d2=0.363 g=2.064 2/2 [==============================] - 0s 12ms/step >31, 508/693, d1=0.294, d2=0.309 g=2.723 2/2 [==============================] - 0s 13ms/step >31, 509/693, d1=0.287, d2=0.361 g=2.554 2/2 [==============================] - 0s 13ms/step >31, 510/693, d1=0.441, d2=0.345 g=2.992 2/2 [==============================] - 0s 13ms/step >31, 511/693, d1=0.388, d2=0.367 g=2.355 2/2 [==============================] - 0s 14ms/step >31, 512/693, d1=0.529, d2=0.309 g=2.301 2/2 [==============================] - 0s 12ms/step >31, 513/693, d1=0.300, d2=0.538 g=2.480 2/2 [==============================] - 0s 15ms/step >31, 514/693, d1=0.478, d2=0.271 g=2.364 2/2 [==============================] - 0s 11ms/step >31, 515/693, d1=0.364, d2=0.345 g=2.657 2/2 [==============================] - 0s 13ms/step >31, 516/693, d1=0.408, d2=0.430 g=2.554 2/2 [==============================] - 0s 14ms/step >31, 517/693, d1=0.446, d2=0.326 g=2.448 2/2 [==============================] - 0s 12ms/step >31, 518/693, d1=0.328, d2=0.426 g=2.714 2/2 [==============================] - 0s 11ms/step >31, 519/693, d1=0.323, d2=0.357 g=2.939 2/2 [==============================] - 0s 12ms/step >31, 520/693, d1=0.575, d2=0.278 g=2.832 2/2 [==============================] - 0s 13ms/step >31, 521/693, d1=0.302, d2=0.340 g=2.676 2/2 [==============================] - 0s 12ms/step >31, 522/693, d1=0.410, d2=0.299 g=2.725 2/2 [==============================] - 0s 13ms/step >31, 523/693, d1=0.358, d2=0.385 g=2.469 2/2 [==============================] - 0s 13ms/step >31, 524/693, d1=0.341, d2=0.487 g=2.948 2/2 [==============================] - 0s 11ms/step >31, 525/693, d1=0.615, d2=0.351 g=2.445 2/2 [==============================] - 0s 13ms/step >31, 526/693, d1=0.472, d2=0.460 g=2.689 2/2 [==============================] - 0s 12ms/step >31, 527/693, d1=0.589, d2=0.284 g=2.480 2/2 [==============================] - 0s 14ms/step >31, 528/693, d1=0.389, d2=0.431 g=1.951 2/2 [==============================] - 0s 12ms/step >31, 529/693, d1=0.399, d2=0.443 g=2.378 2/2 [==============================] - 0s 12ms/step >31, 530/693, d1=0.542, d2=0.430 g=2.618 2/2 [==============================] - 0s 15ms/step >31, 531/693, d1=0.491, d2=0.403 g=2.287 2/2 [==============================] - 0s 14ms/step >31, 532/693, d1=0.457, d2=0.386 g=2.143 2/2 [==============================] - 0s 12ms/step >31, 533/693, d1=0.415, d2=0.443 g=3.038 2/2 [==============================] - 0s 13ms/step >31, 534/693, d1=0.431, d2=0.189 g=2.439 2/2 [==============================] - 0s 12ms/step >31, 535/693, d1=0.315, d2=0.456 g=2.624 2/2 [==============================] - 0s 12ms/step >31, 536/693, d1=0.373, d2=0.301 g=2.709 2/2 [==============================] - 0s 12ms/step >31, 537/693, d1=0.451, d2=0.362 g=2.663 2/2 [==============================] - 0s 13ms/step >31, 538/693, d1=0.496, d2=0.414 g=2.194 2/2 [==============================] - 0s 13ms/step >31, 539/693, d1=0.359, d2=0.398 g=2.386 2/2 [==============================] - 0s 13ms/step >31, 540/693, d1=0.448, d2=0.264 g=1.988 2/2 [==============================] - 0s 11ms/step >31, 541/693, d1=0.355, d2=0.360 g=2.473 2/2 [==============================] - 0s 13ms/step >31, 542/693, d1=0.453, d2=0.371 g=2.208 2/2 [==============================] - 0s 11ms/step >31, 543/693, d1=0.383, d2=0.333 g=2.384 2/2 [==============================] - 0s 13ms/step >31, 544/693, d1=0.365, d2=0.322 g=2.563 2/2 [==============================] - 0s 13ms/step >31, 545/693, d1=0.296, d2=0.450 g=2.607 2/2 [==============================] - 0s 14ms/step >31, 546/693, d1=0.493, d2=0.326 g=2.536 2/2 [==============================] - 0s 13ms/step >31, 547/693, d1=0.408, d2=0.315 g=2.475 2/2 [==============================] - 0s 13ms/step >31, 548/693, d1=0.320, d2=0.418 g=2.556 2/2 [==============================] - 0s 12ms/step >31, 549/693, d1=0.416, d2=0.278 g=2.428 2/2 [==============================] - 0s 12ms/step >31, 550/693, d1=0.406, d2=0.362 g=2.587 2/2 [==============================] - 0s 14ms/step >31, 551/693, d1=0.233, d2=0.451 g=2.500 2/2 [==============================] - 0s 14ms/step >31, 552/693, d1=0.420, d2=0.401 g=2.946 2/2 [==============================] - 0s 12ms/step >31, 553/693, d1=0.444, d2=0.329 g=2.998 2/2 [==============================] - 0s 12ms/step >31, 554/693, d1=0.494, d2=0.283 g=2.669 2/2 [==============================] - 0s 12ms/step >31, 555/693, d1=0.352, d2=0.365 g=2.363 2/2 [==============================] - 0s 15ms/step >31, 556/693, d1=0.430, d2=0.376 g=2.659 2/2 [==============================] - 0s 13ms/step >31, 557/693, d1=0.418, d2=0.272 g=3.096 2/2 [==============================] - 0s 13ms/step >31, 558/693, d1=0.498, d2=0.424 g=2.151 2/2 [==============================] - 0s 14ms/step >31, 559/693, d1=0.489, d2=0.435 g=2.254 2/2 [==============================] - 0s 14ms/step >31, 560/693, d1=0.330, d2=0.351 g=2.953 2/2 [==============================] - 0s 12ms/step >31, 561/693, d1=0.429, d2=0.330 g=2.858 2/2 [==============================] - 0s 13ms/step >31, 562/693, d1=0.336, d2=0.423 g=2.343 2/2 [==============================] - 0s 12ms/step >31, 563/693, d1=0.433, d2=0.266 g=2.405 2/2 [==============================] - 0s 12ms/step >31, 564/693, d1=0.371, d2=0.308 g=2.353 2/2 [==============================] - 0s 13ms/step >31, 565/693, d1=0.276, d2=0.397 g=2.760 2/2 [==============================] - 0s 14ms/step >31, 566/693, d1=0.554, d2=0.344 g=2.279 2/2 [==============================] - 0s 14ms/step >31, 567/693, d1=0.416, d2=0.525 g=2.559 2/2 [==============================] - 0s 14ms/step >31, 568/693, d1=0.448, d2=0.261 g=3.062 2/2 [==============================] - 0s 14ms/step >31, 569/693, d1=0.427, d2=0.280 g=2.946 2/2 [==============================] - 0s 14ms/step >31, 570/693, d1=0.510, d2=0.429 g=2.255 2/2 [==============================] - 0s 12ms/step >31, 571/693, d1=0.360, d2=0.496 g=2.648 2/2 [==============================] - 0s 12ms/step >31, 572/693, d1=0.445, d2=0.320 g=2.580 2/2 [==============================] - 0s 13ms/step >31, 573/693, d1=0.486, d2=0.462 g=2.231 2/2 [==============================] - 0s 12ms/step >31, 574/693, d1=0.379, d2=0.383 g=2.227 2/2 [==============================] - 0s 14ms/step >31, 575/693, d1=0.370, d2=0.348 g=2.499 2/2 [==============================] - 0s 13ms/step >31, 576/693, d1=0.524, d2=0.362 g=2.398 2/2 [==============================] - 0s 13ms/step >31, 577/693, d1=0.563, d2=0.369 g=2.407 2/2 [==============================] - 0s 14ms/step >31, 578/693, d1=0.291, d2=0.275 g=2.378 2/2 [==============================] - 0s 13ms/step >31, 579/693, d1=0.535, d2=0.461 g=2.316 2/2 [==============================] - 0s 14ms/step >31, 580/693, d1=0.408, d2=0.411 g=2.136 2/2 [==============================] - 0s 12ms/step >31, 581/693, d1=0.570, d2=0.337 g=2.009 2/2 [==============================] - 0s 14ms/step >31, 582/693, d1=0.371, d2=0.329 g=2.298 2/2 [==============================] - 0s 12ms/step >31, 583/693, d1=0.380, d2=0.513 g=2.940 2/2 [==============================] - 0s 13ms/step >31, 584/693, d1=0.474, d2=0.259 g=2.788 2/2 [==============================] - 0s 14ms/step >31, 585/693, d1=0.547, d2=0.415 g=2.319 2/2 [==============================] - 0s 13ms/step >31, 586/693, d1=0.383, d2=0.351 g=2.026 2/2 [==============================] - 0s 12ms/step >31, 587/693, d1=0.266, d2=0.330 g=2.356 2/2 [==============================] - 0s 13ms/step >31, 588/693, d1=0.355, d2=0.383 g=2.422 2/2 [==============================] - 0s 13ms/step >31, 589/693, d1=0.499, d2=0.395 g=2.229 2/2 [==============================] - 0s 15ms/step >31, 590/693, d1=0.461, d2=0.338 g=2.207 2/2 [==============================] - 0s 14ms/step >31, 591/693, d1=0.351, d2=0.448 g=2.247 2/2 [==============================] - 0s 16ms/step >31, 592/693, d1=0.357, d2=0.347 g=2.572 2/2 [==============================] - 0s 13ms/step >31, 593/693, d1=0.405, d2=0.377 g=2.161 2/2 [==============================] - 0s 13ms/step >31, 594/693, d1=0.391, d2=0.402 g=3.137 2/2 [==============================] - 0s 12ms/step >31, 595/693, d1=0.422, d2=0.300 g=3.113 2/2 [==============================] - 0s 13ms/step >31, 596/693, d1=0.554, d2=0.322 g=4.091 2/2 [==============================] - 0s 13ms/step >31, 597/693, d1=0.327, d2=0.439 g=2.796 2/2 [==============================] - 0s 13ms/step >31, 598/693, d1=0.445, d2=0.432 g=2.950 2/2 [==============================] - 0s 13ms/step >31, 599/693, d1=0.422, d2=0.252 g=2.982 2/2 [==============================] - 0s 13ms/step >31, 600/693, d1=0.492, d2=0.347 g=2.932 2/2 [==============================] - 0s 15ms/step >31, 601/693, d1=0.353, d2=0.396 g=3.747 2/2 [==============================] - 0s 11ms/step >31, 602/693, d1=0.404, d2=0.278 g=2.280 2/2 [==============================] - 0s 12ms/step >31, 603/693, d1=0.443, d2=0.370 g=3.062 2/2 [==============================] - 0s 14ms/step >31, 604/693, d1=0.464, d2=0.489 g=3.715 2/2 [==============================] - 0s 12ms/step >31, 605/693, d1=0.508, d2=0.336 g=1.850 2/2 [==============================] - 0s 12ms/step >31, 606/693, d1=0.399, d2=0.351 g=3.102 2/2 [==============================] - 0s 14ms/step >31, 607/693, d1=0.342, d2=0.443 g=3.287 2/2 [==============================] - 0s 13ms/step >31, 608/693, d1=0.356, d2=0.455 g=3.172 2/2 [==============================] - 0s 13ms/step >31, 609/693, d1=0.294, d2=0.302 g=3.058 2/2 [==============================] - 0s 12ms/step >31, 610/693, d1=0.571, d2=0.271 g=2.350 2/2 [==============================] - 0s 14ms/step >31, 611/693, d1=0.467, d2=0.353 g=2.632 2/2 [==============================] - 0s 13ms/step >31, 612/693, d1=0.341, d2=0.390 g=4.249 2/2 [==============================] - 0s 13ms/step >31, 613/693, d1=0.374, d2=0.285 g=3.521 2/2 [==============================] - 0s 12ms/step >31, 614/693, d1=0.500, d2=0.365 g=5.294 2/2 [==============================] - 0s 13ms/step >31, 615/693, d1=0.314, d2=0.309 g=3.458 2/2 [==============================] - 0s 12ms/step >31, 616/693, d1=0.407, d2=0.392 g=3.389 2/2 [==============================] - 0s 11ms/step >31, 617/693, d1=0.381, d2=0.323 g=2.969 2/2 [==============================] - 0s 12ms/step >31, 618/693, d1=0.493, d2=0.352 g=2.295 2/2 [==============================] - 0s 13ms/step >31, 619/693, d1=0.311, d2=0.431 g=3.779 2/2 [==============================] - 0s 14ms/step >31, 620/693, d1=0.379, d2=0.342 g=3.146 2/2 [==============================] - 0s 12ms/step >31, 621/693, d1=0.496, d2=0.272 g=3.190 2/2 [==============================] - 0s 12ms/step >31, 622/693, d1=0.550, d2=0.533 g=3.345 2/2 [==============================] - 0s 12ms/step >31, 623/693, d1=0.370, d2=0.374 g=3.553 2/2 [==============================] - 0s 13ms/step >31, 624/693, d1=0.405, d2=0.407 g=2.388 2/2 [==============================] - 0s 13ms/step >31, 625/693, d1=0.292, d2=0.251 g=3.442 2/2 [==============================] - 0s 12ms/step >31, 626/693, d1=0.558, d2=0.367 g=2.696 2/2 [==============================] - 0s 13ms/step >31, 627/693, d1=0.403, d2=0.530 g=2.875 2/2 [==============================] - 0s 12ms/step >31, 628/693, d1=0.325, d2=0.368 g=3.668 2/2 [==============================] - 0s 13ms/step >31, 629/693, d1=0.357, d2=0.349 g=2.710 2/2 [==============================] - 0s 12ms/step >31, 630/693, d1=0.513, d2=0.282 g=2.802 2/2 [==============================] - 0s 12ms/step >31, 631/693, d1=0.375, d2=0.385 g=2.953 2/2 [==============================] - 0s 14ms/step >31, 632/693, d1=0.475, d2=0.295 g=2.601 2/2 [==============================] - 0s 14ms/step >31, 633/693, d1=0.335, d2=0.389 g=2.716 2/2 [==============================] - 0s 13ms/step >31, 634/693, d1=0.384, d2=0.409 g=3.018 2/2 [==============================] - 0s 13ms/step >31, 635/693, d1=0.556, d2=0.216 g=4.576 2/2 [==============================] - 0s 14ms/step >31, 636/693, d1=0.493, d2=0.419 g=2.964 2/2 [==============================] - 0s 11ms/step >31, 637/693, d1=0.371, d2=0.363 g=4.032 2/2 [==============================] - 0s 12ms/step >31, 638/693, d1=0.413, d2=0.416 g=3.349 2/2 [==============================] - 0s 15ms/step >31, 639/693, d1=0.402, d2=0.321 g=3.480 2/2 [==============================] - 0s 13ms/step >31, 640/693, d1=0.399, d2=0.428 g=2.887 2/2 [==============================] - 0s 13ms/step >31, 641/693, d1=0.349, d2=0.362 g=3.037 2/2 [==============================] - 0s 13ms/step >31, 642/693, d1=0.444, d2=0.346 g=2.348 2/2 [==============================] - 0s 12ms/step >31, 643/693, d1=0.387, d2=0.317 g=2.803 2/2 [==============================] - 0s 15ms/step >31, 644/693, d1=0.326, d2=0.383 g=2.874 2/2 [==============================] - 0s 12ms/step >31, 645/693, d1=0.447, d2=0.376 g=3.546 2/2 [==============================] - 0s 14ms/step >31, 646/693, d1=0.433, d2=0.485 g=2.863 2/2 [==============================] - 0s 15ms/step >31, 647/693, d1=0.437, d2=0.335 g=3.251 2/2 [==============================] - 0s 13ms/step >31, 648/693, d1=0.518, d2=0.334 g=2.795 2/2 [==============================] - 0s 13ms/step >31, 649/693, d1=0.381, d2=0.416 g=2.900 2/2 [==============================] - 0s 14ms/step >31, 650/693, d1=0.355, d2=0.397 g=2.748 2/2 [==============================] - 0s 15ms/step >31, 651/693, d1=0.296, d2=0.371 g=3.560 2/2 [==============================] - 0s 12ms/step >31, 652/693, d1=0.433, d2=0.242 g=2.370 2/2 [==============================] - 0s 15ms/step >31, 653/693, d1=0.439, d2=0.266 g=3.451 2/2 [==============================] - 0s 12ms/step >31, 654/693, d1=0.525, d2=0.305 g=2.304 2/2 [==============================] - 0s 12ms/step >31, 655/693, d1=0.386, d2=0.383 g=2.552 2/2 [==============================] - 0s 14ms/step >31, 656/693, d1=0.471, d2=0.412 g=3.122 2/2 [==============================] - 0s 12ms/step >31, 657/693, d1=0.583, d2=0.423 g=2.719 2/2 [==============================] - 0s 12ms/step >31, 658/693, d1=0.367, d2=0.388 g=2.196 2/2 [==============================] - 0s 12ms/step >31, 659/693, d1=0.486, d2=0.451 g=2.456 2/2 [==============================] - 0s 12ms/step >31, 660/693, d1=0.279, d2=0.313 g=3.042 2/2 [==============================] - 0s 13ms/step >31, 661/693, d1=0.399, d2=0.351 g=3.345 2/2 [==============================] - 0s 15ms/step >31, 662/693, d1=0.569, d2=0.306 g=2.430 2/2 [==============================] - 0s 12ms/step >31, 663/693, d1=0.400, d2=0.438 g=2.924 2/2 [==============================] - 0s 12ms/step >31, 664/693, d1=0.376, d2=0.342 g=2.382 2/2 [==============================] - 0s 14ms/step >31, 665/693, d1=0.445, d2=0.281 g=3.264 2/2 [==============================] - 0s 12ms/step >31, 666/693, d1=0.420, d2=0.303 g=2.508 2/2 [==============================] - 0s 13ms/step >31, 667/693, d1=0.381, d2=0.433 g=3.122 2/2 [==============================] - 0s 13ms/step >31, 668/693, d1=0.483, d2=0.565 g=2.712 2/2 [==============================] - 0s 14ms/step >31, 669/693, d1=0.461, d2=0.394 g=2.758 2/2 [==============================] - 0s 13ms/step >31, 670/693, d1=0.360, d2=0.343 g=3.070 2/2 [==============================] - 0s 14ms/step >31, 671/693, d1=0.439, d2=0.297 g=2.710 2/2 [==============================] - 0s 12ms/step >31, 672/693, d1=0.348, d2=0.437 g=3.385 2/2 [==============================] - 0s 12ms/step >31, 673/693, d1=0.463, d2=0.293 g=3.116 2/2 [==============================] - 0s 14ms/step >31, 674/693, d1=0.548, d2=0.234 g=2.298 2/2 [==============================] - 0s 13ms/step >31, 675/693, d1=0.333, d2=0.380 g=2.307 2/2 [==============================] - 0s 14ms/step >31, 676/693, d1=0.408, d2=0.390 g=2.513 2/2 [==============================] - 0s 14ms/step >31, 677/693, d1=0.410, d2=0.354 g=2.539 2/2 [==============================] - 0s 12ms/step >31, 678/693, d1=0.516, d2=0.448 g=4.073 2/2 [==============================] - 0s 14ms/step >31, 679/693, d1=0.252, d2=0.381 g=3.221 2/2 [==============================] - 0s 12ms/step >31, 680/693, d1=0.337, d2=0.371 g=2.524 2/2 [==============================] - 0s 13ms/step >31, 681/693, d1=0.349, d2=0.255 g=3.339 2/2 [==============================] - 0s 14ms/step >31, 682/693, d1=0.545, d2=0.355 g=2.709 2/2 [==============================] - 0s 12ms/step >31, 683/693, d1=0.357, d2=0.312 g=2.633 2/2 [==============================] - 0s 12ms/step >31, 684/693, d1=0.468, d2=0.293 g=2.757 2/2 [==============================] - 0s 13ms/step >31, 685/693, d1=0.337, d2=0.445 g=3.151 2/2 [==============================] - 0s 13ms/step >31, 686/693, d1=0.335, d2=0.224 g=3.110 2/2 [==============================] - 0s 14ms/step >31, 687/693, d1=0.465, d2=0.312 g=4.243 2/2 [==============================] - 0s 13ms/step >31, 688/693, d1=0.344, d2=0.403 g=3.554 2/2 [==============================] - 0s 15ms/step >31, 689/693, d1=0.499, d2=0.399 g=2.591 2/2 [==============================] - 0s 11ms/step >31, 690/693, d1=0.388, d2=0.372 g=2.896 2/2 [==============================] - 0s 12ms/step >31, 691/693, d1=0.491, d2=0.400 g=3.063 2/2 [==============================] - 0s 12ms/step >31, 692/693, d1=0.618, d2=0.481 g=2.418 2/2 [==============================] - 0s 13ms/step >31, 693/693, d1=0.517, d2=0.418 g=2.173 2/2 [==============================] - 0s 13ms/step >32, 1/693, d1=0.513, d2=0.420 g=3.559 2/2 [==============================] - 0s 14ms/step >32, 2/693, d1=0.400, d2=0.355 g=3.413 2/2 [==============================] - 0s 14ms/step >32, 3/693, d1=0.393, d2=0.306 g=2.877 2/2 [==============================] - 0s 12ms/step >32, 4/693, d1=0.395, d2=0.426 g=3.090 2/2 [==============================] - 0s 11ms/step >32, 5/693, d1=0.429, d2=0.267 g=2.377 2/2 [==============================] - 0s 14ms/step >32, 6/693, d1=0.401, d2=0.368 g=2.538 2/2 [==============================] - 0s 12ms/step >32, 7/693, d1=0.323, d2=0.275 g=2.640 2/2 [==============================] - 0s 13ms/step >32, 8/693, d1=0.542, d2=0.418 g=2.537 2/2 [==============================] - 0s 12ms/step >32, 9/693, d1=0.353, d2=0.467 g=2.399 2/2 [==============================] - 0s 11ms/step >32, 10/693, d1=0.296, d2=0.301 g=2.643 2/2 [==============================] - 0s 11ms/step >32, 11/693, d1=0.361, d2=0.343 g=3.506 2/2 [==============================] - 0s 11ms/step >32, 12/693, d1=0.533, d2=0.339 g=3.174 2/2 [==============================] - 0s 12ms/step >32, 13/693, d1=0.384, d2=0.260 g=3.634 2/2 [==============================] - 0s 12ms/step >32, 14/693, d1=0.438, d2=0.435 g=3.266 2/2 [==============================] - 0s 11ms/step >32, 15/693, d1=0.548, d2=0.319 g=2.131 2/2 [==============================] - 0s 11ms/step >32, 16/693, d1=0.308, d2=0.410 g=2.529 2/2 [==============================] - 0s 11ms/step >32, 17/693, d1=0.381, d2=0.396 g=2.142 2/2 [==============================] - 0s 11ms/step >32, 18/693, d1=0.579, d2=0.325 g=2.682 2/2 [==============================] - 0s 12ms/step >32, 19/693, d1=0.422, d2=0.404 g=2.504 2/2 [==============================] - 0s 11ms/step >32, 20/693, d1=0.449, d2=0.291 g=3.369 2/2 [==============================] - 0s 12ms/step >32, 21/693, d1=0.417, d2=0.420 g=4.039 2/2 [==============================] - 0s 12ms/step >32, 22/693, d1=0.415, d2=0.357 g=3.181 2/2 [==============================] - 0s 12ms/step >32, 23/693, d1=0.559, d2=0.322 g=3.029 2/2 [==============================] - 0s 12ms/step >32, 24/693, d1=0.400, d2=0.415 g=2.408 2/2 [==============================] - 0s 12ms/step >32, 25/693, d1=0.404, d2=0.440 g=3.226 2/2 [==============================] - 0s 11ms/step >32, 26/693, d1=0.401, d2=0.431 g=3.645 2/2 [==============================] - 0s 12ms/step >32, 27/693, d1=0.438, d2=0.296 g=2.976 2/2 [==============================] - 0s 11ms/step >32, 28/693, d1=0.436, d2=0.475 g=2.309 2/2 [==============================] - 0s 12ms/step >32, 29/693, d1=0.458, d2=0.305 g=3.236 2/2 [==============================] - 0s 12ms/step >32, 30/693, d1=0.373, d2=0.374 g=3.399 2/2 [==============================] - 0s 12ms/step >32, 31/693, d1=0.438, d2=0.294 g=3.912 2/2 [==============================] - 0s 12ms/step >32, 32/693, d1=0.661, d2=0.295 g=3.247 2/2 [==============================] - 0s 11ms/step >32, 33/693, d1=0.316, d2=0.368 g=3.450 2/2 [==============================] - 0s 11ms/step >32, 34/693, d1=0.339, d2=0.204 g=4.342 2/2 [==============================] - 0s 12ms/step >32, 35/693, d1=0.278, d2=0.378 g=3.927 2/2 [==============================] - 0s 11ms/step >32, 36/693, d1=0.426, d2=0.195 g=4.307 2/2 [==============================] - 0s 11ms/step >32, 37/693, d1=0.276, d2=0.340 g=3.965 2/2 [==============================] - 0s 12ms/step >32, 38/693, d1=0.269, d2=0.231 g=7.103 2/2 [==============================] - 0s 12ms/step >32, 39/693, d1=0.262, d2=0.358 g=3.925 2/2 [==============================] - 0s 12ms/step >32, 40/693, d1=0.580, d2=0.192 g=4.407 2/2 [==============================] - 0s 12ms/step >32, 41/693, d1=0.249, d2=0.390 g=4.859 2/2 [==============================] - 0s 13ms/step >32, 42/693, d1=0.283, d2=0.225 g=4.957 2/2 [==============================] - 0s 12ms/step >32, 43/693, d1=0.231, d2=0.332 g=4.189 2/2 [==============================] - 0s 12ms/step >32, 44/693, d1=0.386, d2=0.244 g=3.008 2/2 [==============================] - 0s 13ms/step >32, 45/693, d1=0.306, d2=0.464 g=3.267 2/2 [==============================] - 0s 11ms/step >32, 46/693, d1=0.327, d2=0.304 g=3.138 2/2 [==============================] - 0s 11ms/step >32, 47/693, d1=0.347, d2=0.257 g=3.113 2/2 [==============================] - 0s 12ms/step >32, 48/693, d1=0.472, d2=0.281 g=2.578 2/2 [==============================] - 0s 11ms/step >32, 49/693, d1=0.352, d2=0.530 g=2.888 2/2 [==============================] - 0s 11ms/step >32, 50/693, d1=0.329, d2=0.426 g=2.483 2/2 [==============================] - 0s 11ms/step >32, 51/693, d1=0.475, d2=0.301 g=3.183 2/2 [==============================] - 0s 11ms/step >32, 52/693, d1=0.360, d2=0.352 g=3.308 2/2 [==============================] - 0s 12ms/step >32, 53/693, d1=0.392, d2=0.357 g=2.787 2/2 [==============================] - 0s 14ms/step >32, 54/693, d1=0.596, d2=0.420 g=2.963 2/2 [==============================] - 0s 13ms/step >32, 55/693, d1=0.322, d2=0.374 g=2.725 2/2 [==============================] - 0s 14ms/step >32, 56/693, d1=0.320, d2=0.284 g=2.592 2/2 [==============================] - 0s 13ms/step >32, 57/693, d1=0.629, d2=0.317 g=2.990 2/2 [==============================] - 0s 14ms/step >32, 58/693, d1=0.310, d2=0.358 g=3.673 2/2 [==============================] - 0s 13ms/step >32, 59/693, d1=0.415, d2=0.425 g=2.541 2/2 [==============================] - 0s 15ms/step >32, 60/693, d1=0.501, d2=0.354 g=2.934 2/2 [==============================] - 0s 14ms/step >32, 61/693, d1=0.304, d2=0.403 g=3.093 2/2 [==============================] - 0s 16ms/step >32, 62/693, d1=0.459, d2=0.286 g=2.722 2/2 [==============================] - 0s 15ms/step >32, 63/693, d1=0.455, d2=0.268 g=2.401 2/2 [==============================] - 0s 17ms/step >32, 64/693, d1=0.262, d2=0.287 g=2.534 2/2 [==============================] - 0s 12ms/step >32, 65/693, d1=0.365, d2=0.419 g=3.300 2/2 [==============================] - 0s 14ms/step >32, 66/693, d1=0.414, d2=0.350 g=4.271 2/2 [==============================] - 0s 14ms/step >32, 67/693, d1=0.458, d2=0.340 g=2.439 2/2 [==============================] - 0s 14ms/step >32, 68/693, d1=0.496, d2=0.348 g=2.772 2/2 [==============================] - 0s 15ms/step >32, 69/693, d1=0.339, d2=0.315 g=3.139 2/2 [==============================] - 0s 13ms/step >32, 70/693, d1=0.385, d2=0.405 g=3.255 2/2 [==============================] - 0s 14ms/step >32, 71/693, d1=0.337, d2=0.321 g=3.036 2/2 [==============================] - 0s 14ms/step >32, 72/693, d1=0.483, d2=0.373 g=3.041 2/2 [==============================] - 0s 13ms/step >32, 73/693, d1=0.456, d2=0.344 g=2.406 2/2 [==============================] - 0s 13ms/step >32, 74/693, d1=0.291, d2=0.331 g=3.204 2/2 [==============================] - 0s 14ms/step >32, 75/693, d1=0.387, d2=0.218 g=2.979 2/2 [==============================] - 0s 14ms/step >32, 76/693, d1=0.539, d2=0.392 g=3.729 2/2 [==============================] - 0s 14ms/step >32, 77/693, d1=0.418, d2=0.455 g=3.266 2/2 [==============================] - 0s 13ms/step >32, 78/693, d1=0.421, d2=0.283 g=2.949 2/2 [==============================] - 0s 13ms/step >32, 79/693, d1=0.349, d2=0.339 g=3.905 2/2 [==============================] - 0s 13ms/step >32, 80/693, d1=0.445, d2=0.269 g=4.063 2/2 [==============================] - 0s 14ms/step >32, 81/693, d1=0.460, d2=0.376 g=3.663 2/2 [==============================] - 0s 13ms/step >32, 82/693, d1=0.537, d2=0.403 g=2.814 2/2 [==============================] - 0s 13ms/step >32, 83/693, d1=0.279, d2=0.319 g=3.560 2/2 [==============================] - 0s 14ms/step >32, 84/693, d1=0.421, d2=0.439 g=3.083 2/2 [==============================] - 0s 14ms/step >32, 85/693, d1=0.352, d2=0.333 g=2.562 2/2 [==============================] - 0s 15ms/step >32, 86/693, d1=0.628, d2=0.384 g=2.601 2/2 [==============================] - 0s 14ms/step >32, 87/693, d1=0.378, d2=0.595 g=3.439 2/2 [==============================] - 0s 14ms/step >32, 88/693, d1=0.386, d2=0.298 g=3.504 2/2 [==============================] - 0s 14ms/step >32, 89/693, d1=0.421, d2=0.249 g=3.460 2/2 [==============================] - 0s 14ms/step >32, 90/693, d1=0.361, d2=0.413 g=1.987 2/2 [==============================] - 0s 14ms/step >32, 91/693, d1=0.496, d2=0.328 g=3.099 2/2 [==============================] - 0s 13ms/step >32, 92/693, d1=0.425, d2=0.409 g=3.083 2/2 [==============================] - 0s 14ms/step >32, 93/693, d1=0.390, d2=0.341 g=2.079 2/2 [==============================] - 0s 12ms/step >32, 94/693, d1=0.360, d2=0.394 g=3.357 2/2 [==============================] - 0s 14ms/step >32, 95/693, d1=0.461, d2=0.434 g=2.800 2/2 [==============================] - 0s 14ms/step >32, 96/693, d1=0.251, d2=0.321 g=2.964 2/2 [==============================] - 0s 13ms/step >32, 97/693, d1=0.491, d2=0.271 g=2.826 2/2 [==============================] - 0s 14ms/step >32, 98/693, d1=0.402, d2=0.416 g=2.899 2/2 [==============================] - 0s 14ms/step >32, 99/693, d1=0.450, d2=0.269 g=2.923 2/2 [==============================] - 0s 12ms/step >32, 100/693, d1=0.336, d2=0.411 g=2.462 2/2 [==============================] - 0s 14ms/step >32, 101/693, d1=0.402, d2=0.441 g=3.117 2/2 [==============================] - 0s 12ms/step >32, 102/693, d1=0.369, d2=0.326 g=3.326 2/2 [==============================] - 0s 15ms/step >32, 103/693, d1=0.485, d2=0.336 g=3.271 2/2 [==============================] - 0s 14ms/step >32, 104/693, d1=0.433, d2=0.277 g=2.607 2/2 [==============================] - 0s 16ms/step >32, 105/693, d1=0.517, d2=0.440 g=3.690 2/2 [==============================] - 0s 11ms/step >32, 106/693, d1=0.330, d2=0.342 g=3.317 2/2 [==============================] - 0s 14ms/step >32, 107/693, d1=0.309, d2=0.366 g=2.517 2/2 [==============================] - 0s 14ms/step >32, 108/693, d1=0.423, d2=0.362 g=2.634 2/2 [==============================] - 0s 13ms/step >32, 109/693, d1=0.293, d2=0.441 g=3.719 2/2 [==============================] - 0s 14ms/step >32, 110/693, d1=0.410, d2=0.291 g=3.346 2/2 [==============================] - 0s 11ms/step >32, 111/693, d1=0.503, d2=0.324 g=3.149 2/2 [==============================] - 0s 13ms/step >32, 112/693, d1=0.363, d2=0.228 g=2.949 2/2 [==============================] - 0s 14ms/step >32, 113/693, d1=0.346, d2=0.366 g=3.123 2/2 [==============================] - 0s 13ms/step >32, 114/693, d1=0.444, d2=0.431 g=3.299 2/2 [==============================] - 0s 13ms/step >32, 115/693, d1=0.425, d2=0.322 g=2.877 2/2 [==============================] - 0s 13ms/step >32, 116/693, d1=0.431, d2=0.340 g=3.032 2/2 [==============================] - 0s 14ms/step >32, 117/693, d1=0.393, d2=0.225 g=3.059 2/2 [==============================] - 0s 15ms/step >32, 118/693, d1=0.529, d2=0.434 g=2.897 2/2 [==============================] - 0s 12ms/step >32, 119/693, d1=0.210, d2=0.375 g=2.559 2/2 [==============================] - 0s 14ms/step >32, 120/693, d1=0.472, d2=0.348 g=3.073 2/2 [==============================] - 0s 14ms/step >32, 121/693, d1=0.511, d2=0.552 g=2.079 2/2 [==============================] - 0s 12ms/step >32, 122/693, d1=0.580, d2=0.440 g=3.351 2/2 [==============================] - 0s 13ms/step >32, 123/693, d1=0.475, d2=0.398 g=3.433 2/2 [==============================] - 0s 13ms/step >32, 124/693, d1=0.411, d2=0.395 g=2.343 2/2 [==============================] - 0s 14ms/step >32, 125/693, d1=0.313, d2=0.351 g=3.173 2/2 [==============================] - 0s 13ms/step >32, 126/693, d1=0.545, d2=0.412 g=2.550 2/2 [==============================] - 0s 12ms/step >32, 127/693, d1=0.590, d2=0.372 g=3.575 2/2 [==============================] - 0s 13ms/step >32, 128/693, d1=0.400, d2=0.459 g=3.822 2/2 [==============================] - 0s 13ms/step >32, 129/693, d1=0.469, d2=0.357 g=2.389 2/2 [==============================] - 0s 12ms/step >32, 130/693, d1=0.495, d2=0.344 g=2.788 2/2 [==============================] - 0s 14ms/step >32, 131/693, d1=0.407, d2=0.371 g=3.730 2/2 [==============================] - 0s 13ms/step >32, 132/693, d1=0.309, d2=0.391 g=3.773 2/2 [==============================] - 0s 14ms/step >32, 133/693, d1=0.445, d2=0.265 g=2.370 2/2 [==============================] - 0s 13ms/step >32, 134/693, d1=0.439, d2=0.283 g=3.396 2/2 [==============================] - 0s 14ms/step >32, 135/693, d1=0.393, d2=0.364 g=2.757 2/2 [==============================] - 0s 12ms/step >32, 136/693, d1=0.346, d2=0.377 g=3.135 2/2 [==============================] - 0s 15ms/step >32, 137/693, d1=0.522, d2=0.282 g=4.321 2/2 [==============================] - 0s 14ms/step >32, 138/693, d1=0.392, d2=0.365 g=2.828 2/2 [==============================] - 0s 13ms/step >32, 139/693, d1=0.423, d2=0.335 g=3.073 2/2 [==============================] - 0s 12ms/step >32, 140/693, d1=0.359, d2=0.378 g=2.249 2/2 [==============================] - 0s 11ms/step >32, 141/693, d1=0.419, d2=0.310 g=3.553 2/2 [==============================] - 0s 13ms/step >32, 142/693, d1=0.476, d2=0.502 g=3.513 2/2 [==============================] - 0s 13ms/step >32, 143/693, d1=0.500, d2=0.422 g=2.474 2/2 [==============================] - 0s 14ms/step >32, 144/693, d1=0.286, d2=0.307 g=2.838 2/2 [==============================] - 0s 13ms/step >32, 145/693, d1=0.402, d2=0.284 g=2.911 2/2 [==============================] - 0s 13ms/step >32, 146/693, d1=0.381, d2=0.378 g=2.237 2/2 [==============================] - 0s 13ms/step >32, 147/693, d1=0.398, d2=0.458 g=3.393 2/2 [==============================] - 0s 14ms/step >32, 148/693, d1=0.332, d2=0.469 g=2.738 2/2 [==============================] - 0s 12ms/step >32, 149/693, d1=0.446, d2=0.349 g=2.345 2/2 [==============================] - 0s 11ms/step >32, 150/693, d1=0.532, d2=0.431 g=4.007 2/2 [==============================] - 0s 12ms/step >32, 151/693, d1=0.426, d2=0.425 g=2.528 2/2 [==============================] - 0s 11ms/step >32, 152/693, d1=0.422, d2=0.369 g=2.163 2/2 [==============================] - 0s 13ms/step >32, 153/693, d1=0.390, d2=0.388 g=3.199 2/2 [==============================] - 0s 15ms/step >32, 154/693, d1=0.433, d2=0.358 g=2.737 2/2 [==============================] - 0s 13ms/step >32, 155/693, d1=0.420, d2=0.347 g=3.298 2/2 [==============================] - 0s 13ms/step >32, 156/693, d1=0.345, d2=0.345 g=2.859 2/2 [==============================] - 0s 13ms/step >32, 157/693, d1=0.495, d2=0.259 g=2.643 2/2 [==============================] - 0s 13ms/step >32, 158/693, d1=0.578, d2=0.382 g=2.667 2/2 [==============================] - 0s 13ms/step >32, 159/693, d1=0.513, d2=0.520 g=2.809 2/2 [==============================] - 0s 13ms/step >32, 160/693, d1=0.456, d2=0.386 g=2.624 2/2 [==============================] - 0s 15ms/step >32, 161/693, d1=0.306, d2=0.491 g=2.627 2/2 [==============================] - 0s 13ms/step >32, 162/693, d1=0.402, d2=0.230 g=3.445 2/2 [==============================] - 0s 13ms/step >32, 163/693, d1=0.439, d2=0.424 g=2.997 2/2 [==============================] - 0s 12ms/step >32, 164/693, d1=0.420, d2=0.331 g=3.068 2/2 [==============================] - 0s 14ms/step >32, 165/693, d1=0.357, d2=0.385 g=2.711 2/2 [==============================] - 0s 12ms/step >32, 166/693, d1=0.482, d2=0.390 g=3.828 2/2 [==============================] - 0s 12ms/step >32, 167/693, d1=0.470, d2=0.307 g=2.983 2/2 [==============================] - 0s 14ms/step >32, 168/693, d1=0.402, d2=0.411 g=2.318 2/2 [==============================] - 0s 13ms/step >32, 169/693, d1=0.303, d2=0.351 g=2.242 2/2 [==============================] - 0s 13ms/step >32, 170/693, d1=0.577, d2=0.375 g=3.585 2/2 [==============================] - 0s 14ms/step >32, 171/693, d1=0.335, d2=0.247 g=2.075 2/2 [==============================] - 0s 15ms/step >32, 172/693, d1=0.572, d2=0.386 g=3.536 2/2 [==============================] - 0s 13ms/step >32, 173/693, d1=0.233, d2=0.376 g=3.588 2/2 [==============================] - 0s 15ms/step >32, 174/693, d1=0.427, d2=0.221 g=2.712 2/2 [==============================] - 0s 13ms/step >32, 175/693, d1=0.413, d2=0.269 g=3.102 2/2 [==============================] - 0s 13ms/step >32, 176/693, d1=0.322, d2=0.315 g=2.815 2/2 [==============================] - 0s 13ms/step >32, 177/693, d1=0.376, d2=0.421 g=2.724 2/2 [==============================] - 0s 13ms/step >32, 178/693, d1=0.426, d2=0.355 g=3.090 2/2 [==============================] - 0s 13ms/step >32, 179/693, d1=0.435, d2=0.441 g=3.131 2/2 [==============================] - 0s 13ms/step >32, 180/693, d1=0.404, d2=0.326 g=3.329 2/2 [==============================] - 0s 14ms/step >32, 181/693, d1=0.403, d2=0.280 g=2.533 2/2 [==============================] - 0s 13ms/step >32, 182/693, d1=0.342, d2=0.341 g=2.518 2/2 [==============================] - 0s 13ms/step >32, 183/693, d1=0.360, d2=0.372 g=3.025 2/2 [==============================] - 0s 14ms/step >32, 184/693, d1=0.436, d2=0.414 g=4.236 2/2 [==============================] - 0s 13ms/step >32, 185/693, d1=0.568, d2=0.301 g=2.907 2/2 [==============================] - 0s 13ms/step >32, 186/693, d1=0.372, d2=0.294 g=2.982 2/2 [==============================] - 0s 13ms/step >32, 187/693, d1=0.447, d2=0.467 g=2.623 2/2 [==============================] - 0s 14ms/step >32, 188/693, d1=0.424, d2=0.346 g=2.765 2/2 [==============================] - 0s 14ms/step >32, 189/693, d1=0.406, d2=0.317 g=3.667 2/2 [==============================] - 0s 13ms/step >32, 190/693, d1=0.526, d2=0.416 g=2.934 2/2 [==============================] - 0s 13ms/step >32, 191/693, d1=0.370, d2=0.410 g=3.487 2/2 [==============================] - 0s 14ms/step >32, 192/693, d1=0.365, d2=0.369 g=3.661 2/2 [==============================] - 0s 15ms/step >32, 193/693, d1=0.442, d2=0.347 g=3.416 2/2 [==============================] - 0s 13ms/step >32, 194/693, d1=0.489, d2=0.491 g=2.501 2/2 [==============================] - 0s 13ms/step >32, 195/693, d1=0.454, d2=0.313 g=3.209 2/2 [==============================] - 0s 13ms/step >32, 196/693, d1=0.277, d2=0.461 g=4.065 2/2 [==============================] - 0s 12ms/step >32, 197/693, d1=0.421, d2=0.287 g=2.532 2/2 [==============================] - 0s 11ms/step >32, 198/693, d1=0.412, d2=0.340 g=2.837 2/2 [==============================] - 0s 12ms/step >32, 199/693, d1=0.367, d2=0.339 g=3.857 2/2 [==============================] - 0s 12ms/step >32, 200/693, d1=0.349, d2=0.365 g=3.443 2/2 [==============================] - 0s 13ms/step >32, 201/693, d1=0.419, d2=0.294 g=3.380 2/2 [==============================] - 0s 13ms/step >32, 202/693, d1=0.462, d2=0.313 g=1.947 2/2 [==============================] - 0s 13ms/step >32, 203/693, d1=0.458, d2=0.517 g=4.008 2/2 [==============================] - 0s 12ms/step >32, 204/693, d1=0.402, d2=0.527 g=3.403 2/2 [==============================] - 0s 14ms/step >32, 205/693, d1=0.476, d2=0.331 g=3.630 2/2 [==============================] - 0s 14ms/step >32, 206/693, d1=0.495, d2=0.292 g=2.867 2/2 [==============================] - 0s 14ms/step >32, 207/693, d1=0.354, d2=0.370 g=2.786 2/2 [==============================] - 0s 13ms/step >32, 208/693, d1=0.431, d2=0.543 g=2.553 2/2 [==============================] - 0s 13ms/step >32, 209/693, d1=0.415, d2=0.371 g=3.316 2/2 [==============================] - 0s 14ms/step >32, 210/693, d1=0.398, d2=0.358 g=3.390 2/2 [==============================] - 0s 15ms/step >32, 211/693, d1=0.445, d2=0.311 g=2.662 2/2 [==============================] - 0s 14ms/step >32, 212/693, d1=0.420, d2=0.231 g=2.248 2/2 [==============================] - 0s 14ms/step >32, 213/693, d1=0.427, d2=0.550 g=3.029 2/2 [==============================] - 0s 14ms/step >32, 214/693, d1=0.381, d2=0.425 g=2.828 2/2 [==============================] - 0s 13ms/step >32, 215/693, d1=0.487, d2=0.308 g=3.013 2/2 [==============================] - 0s 14ms/step >32, 216/693, d1=0.226, d2=0.366 g=3.132 2/2 [==============================] - 0s 14ms/step >32, 217/693, d1=0.380, d2=0.441 g=4.195 2/2 [==============================] - 0s 13ms/step >32, 218/693, d1=0.594, d2=0.379 g=3.605 2/2 [==============================] - 0s 15ms/step >32, 219/693, d1=0.446, d2=0.305 g=2.782 2/2 [==============================] - 0s 14ms/step >32, 220/693, d1=0.353, d2=0.334 g=3.166 2/2 [==============================] - 0s 12ms/step >32, 221/693, d1=0.369, d2=0.453 g=2.857 2/2 [==============================] - 0s 14ms/step >32, 222/693, d1=0.462, d2=0.378 g=2.406 2/2 [==============================] - 0s 13ms/step >32, 223/693, d1=0.555, d2=0.374 g=3.110 2/2 [==============================] - 0s 14ms/step >32, 224/693, d1=0.398, d2=0.386 g=2.704 2/2 [==============================] - 0s 13ms/step >32, 225/693, d1=0.249, d2=0.372 g=3.038 2/2 [==============================] - 0s 14ms/step >32, 226/693, d1=0.498, d2=0.310 g=2.858 2/2 [==============================] - 0s 13ms/step >32, 227/693, d1=0.406, d2=0.267 g=2.739 2/2 [==============================] - 0s 15ms/step >32, 228/693, d1=0.367, d2=0.444 g=3.035 2/2 [==============================] - 0s 14ms/step >32, 229/693, d1=0.385, d2=0.254 g=2.693 2/2 [==============================] - 0s 13ms/step >32, 230/693, d1=0.466, d2=0.332 g=3.291 2/2 [==============================] - 0s 14ms/step >32, 231/693, d1=0.393, d2=0.471 g=3.158 2/2 [==============================] - 0s 14ms/step >32, 232/693, d1=0.324, d2=0.352 g=3.194 2/2 [==============================] - 0s 11ms/step >32, 233/693, d1=0.463, d2=0.346 g=3.234 2/2 [==============================] - 0s 14ms/step >32, 234/693, d1=0.494, d2=0.426 g=3.069 2/2 [==============================] - 0s 12ms/step >32, 235/693, d1=0.574, d2=0.557 g=3.567 2/2 [==============================] - 0s 14ms/step >32, 236/693, d1=0.261, d2=0.314 g=3.621 2/2 [==============================] - 0s 13ms/step >32, 237/693, d1=0.688, d2=0.402 g=2.572 2/2 [==============================] - 0s 14ms/step >32, 238/693, d1=0.326, d2=0.463 g=2.732 2/2 [==============================] - 0s 13ms/step >32, 239/693, d1=0.502, d2=0.375 g=2.344 2/2 [==============================] - 0s 14ms/step >32, 240/693, d1=0.494, d2=0.416 g=2.048 2/2 [==============================] - 0s 13ms/step >32, 241/693, d1=0.422, d2=0.467 g=3.121 2/2 [==============================] - 0s 11ms/step >32, 242/693, d1=0.416, d2=0.225 g=2.494 2/2 [==============================] - 0s 14ms/step >32, 243/693, d1=0.443, d2=0.380 g=3.029 2/2 [==============================] - 0s 13ms/step >32, 244/693, d1=0.459, d2=0.324 g=2.640 2/2 [==============================] - 0s 14ms/step >32, 245/693, d1=0.405, d2=0.342 g=2.959 2/2 [==============================] - 0s 14ms/step >32, 246/693, d1=0.441, d2=0.403 g=3.151 2/2 [==============================] - 0s 11ms/step >32, 247/693, d1=0.305, d2=0.357 g=2.579 2/2 [==============================] - 0s 12ms/step >32, 248/693, d1=0.453, d2=0.235 g=3.284 2/2 [==============================] - 0s 12ms/step >32, 249/693, d1=0.378, d2=0.423 g=2.401 2/2 [==============================] - 0s 13ms/step >32, 250/693, d1=0.366, d2=0.437 g=3.477 2/2 [==============================] - 0s 11ms/step >32, 251/693, d1=0.445, d2=0.237 g=3.125 2/2 [==============================] - 0s 14ms/step >32, 252/693, d1=0.518, d2=0.298 g=2.800 2/2 [==============================] - 0s 14ms/step >32, 253/693, d1=0.215, d2=0.364 g=2.631 2/2 [==============================] - 0s 14ms/step >32, 254/693, d1=0.312, d2=0.292 g=3.118 2/2 [==============================] - 0s 15ms/step >32, 255/693, d1=0.560, d2=0.261 g=2.982 2/2 [==============================] - 0s 12ms/step >32, 256/693, d1=0.441, d2=0.371 g=3.021 2/2 [==============================] - 0s 14ms/step >32, 257/693, d1=0.315, d2=0.344 g=2.401 2/2 [==============================] - 0s 11ms/step >32, 258/693, d1=0.475, d2=0.375 g=2.438 2/2 [==============================] - 0s 13ms/step >32, 259/693, d1=0.343, d2=0.352 g=2.361 2/2 [==============================] - 0s 15ms/step >32, 260/693, d1=0.393, d2=0.332 g=2.700 2/2 [==============================] - 0s 14ms/step >32, 261/693, d1=0.401, d2=0.283 g=3.072 2/2 [==============================] - 0s 13ms/step >32, 262/693, d1=0.363, d2=0.389 g=2.890 2/2 [==============================] - 0s 13ms/step >32, 263/693, d1=0.442, d2=0.301 g=2.938 2/2 [==============================] - 0s 14ms/step >32, 264/693, d1=0.464, d2=0.524 g=3.191 2/2 [==============================] - 0s 12ms/step >32, 265/693, d1=0.313, d2=0.286 g=2.823 2/2 [==============================] - 0s 14ms/step >32, 266/693, d1=0.606, d2=0.311 g=2.097 2/2 [==============================] - 0s 14ms/step >32, 267/693, d1=0.402, d2=0.337 g=2.517 2/2 [==============================] - 0s 14ms/step >32, 268/693, d1=0.243, d2=0.332 g=3.226 2/2 [==============================] - 0s 13ms/step >32, 269/693, d1=0.434, d2=0.365 g=2.803 2/2 [==============================] - 0s 13ms/step >32, 270/693, d1=0.390, d2=0.302 g=2.538 2/2 [==============================] - 0s 12ms/step >32, 271/693, d1=0.454, d2=0.405 g=2.591 2/2 [==============================] - 0s 12ms/step >32, 272/693, d1=0.377, d2=0.342 g=3.095 2/2 [==============================] - 0s 14ms/step >32, 273/693, d1=0.543, d2=0.349 g=2.270 2/2 [==============================] - 0s 12ms/step >32, 274/693, d1=0.266, d2=0.339 g=2.862 2/2 [==============================] - 0s 13ms/step >32, 275/693, d1=0.483, d2=0.376 g=2.592 2/2 [==============================] - 0s 13ms/step >32, 276/693, d1=0.392, d2=0.343 g=2.587 2/2 [==============================] - 0s 12ms/step >32, 277/693, d1=0.245, d2=0.353 g=2.649 2/2 [==============================] - 0s 12ms/step >32, 278/693, d1=0.393, d2=0.353 g=2.792 2/2 [==============================] - 0s 14ms/step >32, 279/693, d1=0.357, d2=0.323 g=2.776 2/2 [==============================] - 0s 15ms/step >32, 280/693, d1=0.390, d2=0.368 g=2.641 2/2 [==============================] - 0s 14ms/step >32, 281/693, d1=0.292, d2=0.302 g=2.817 2/2 [==============================] - 0s 13ms/step >32, 282/693, d1=0.489, d2=0.243 g=2.293 2/2 [==============================] - 0s 13ms/step >32, 283/693, d1=0.411, d2=0.390 g=2.052 2/2 [==============================] - 0s 13ms/step >32, 284/693, d1=0.397, d2=0.293 g=2.175 2/2 [==============================] - 0s 12ms/step >32, 285/693, d1=0.409, d2=0.285 g=2.632 2/2 [==============================] - 0s 13ms/step >32, 286/693, d1=0.364, d2=0.366 g=3.076 2/2 [==============================] - 0s 12ms/step >32, 287/693, d1=0.418, d2=0.362 g=2.336 2/2 [==============================] - 0s 14ms/step >32, 288/693, d1=0.377, d2=0.335 g=2.656 2/2 [==============================] - 0s 11ms/step >32, 289/693, d1=0.487, d2=0.408 g=2.648 2/2 [==============================] - 0s 12ms/step >32, 290/693, d1=0.421, d2=0.474 g=2.831 2/2 [==============================] - 0s 12ms/step >32, 291/693, d1=0.464, d2=0.314 g=3.038 2/2 [==============================] - 0s 13ms/step >32, 292/693, d1=0.387, d2=0.349 g=2.869 2/2 [==============================] - 0s 14ms/step >32, 293/693, d1=0.449, d2=0.455 g=3.355 2/2 [==============================] - 0s 15ms/step >32, 294/693, d1=0.367, d2=0.347 g=2.471 2/2 [==============================] - 0s 13ms/step >32, 295/693, d1=0.375, d2=0.328 g=3.202 2/2 [==============================] - 0s 12ms/step >32, 296/693, d1=0.499, d2=0.303 g=2.308 2/2 [==============================] - 0s 13ms/step >32, 297/693, d1=0.342, d2=0.329 g=2.972 2/2 [==============================] - 0s 14ms/step >32, 298/693, d1=0.388, d2=0.409 g=3.015 2/2 [==============================] - 0s 12ms/step >32, 299/693, d1=0.376, d2=0.552 g=2.500 2/2 [==============================] - 0s 13ms/step >32, 300/693, d1=0.620, d2=0.197 g=3.040 2/2 [==============================] - 0s 14ms/step >32, 301/693, d1=0.412, d2=0.335 g=2.381 2/2 [==============================] - 0s 12ms/step >32, 302/693, d1=0.427, d2=0.336 g=2.771 2/2 [==============================] - 0s 13ms/step >32, 303/693, d1=0.348, d2=0.339 g=2.694 2/2 [==============================] - 0s 11ms/step >32, 304/693, d1=0.565, d2=0.316 g=3.011 2/2 [==============================] - 0s 14ms/step >32, 305/693, d1=0.429, d2=0.430 g=2.379 2/2 [==============================] - 0s 12ms/step >32, 306/693, d1=0.320, d2=0.388 g=3.777 2/2 [==============================] - 0s 14ms/step >32, 307/693, d1=0.276, d2=0.397 g=3.646 2/2 [==============================] - 0s 13ms/step >32, 308/693, d1=0.513, d2=0.289 g=2.950 2/2 [==============================] - 0s 14ms/step >32, 309/693, d1=0.316, d2=0.330 g=3.211 2/2 [==============================] - 0s 13ms/step >32, 310/693, d1=0.468, d2=0.395 g=2.805 2/2 [==============================] - 0s 13ms/step >32, 311/693, d1=0.365, d2=0.370 g=2.194 2/2 [==============================] - 0s 19ms/step >32, 312/693, d1=0.415, d2=0.308 g=1.987 2/2 [==============================] - 0s 12ms/step >32, 313/693, d1=0.411, d2=0.301 g=3.396 2/2 [==============================] - 0s 14ms/step >32, 314/693, d1=0.395, d2=0.378 g=2.615 2/2 [==============================] - 0s 11ms/step >32, 315/693, d1=0.248, d2=0.415 g=3.126 2/2 [==============================] - 0s 12ms/step >32, 316/693, d1=0.542, d2=0.420 g=2.525 2/2 [==============================] - 0s 15ms/step >32, 317/693, d1=0.458, d2=0.341 g=2.658 2/2 [==============================] - 0s 14ms/step >32, 318/693, d1=0.312, d2=0.365 g=3.566 2/2 [==============================] - 0s 13ms/step >32, 319/693, d1=0.641, d2=0.332 g=2.532 2/2 [==============================] - 0s 12ms/step >32, 320/693, d1=0.330, d2=0.500 g=2.319 2/2 [==============================] - 0s 12ms/step >32, 321/693, d1=0.484, d2=0.388 g=3.778 2/2 [==============================] - 0s 14ms/step >32, 322/693, d1=0.496, d2=0.270 g=2.462 2/2 [==============================] - 0s 13ms/step >32, 323/693, d1=0.391, d2=0.347 g=2.412 2/2 [==============================] - 0s 14ms/step >32, 324/693, d1=0.438, d2=0.426 g=2.590 2/2 [==============================] - 0s 14ms/step >32, 325/693, d1=0.427, d2=0.355 g=2.310 2/2 [==============================] - 0s 13ms/step >32, 326/693, d1=0.406, d2=0.351 g=2.489 2/2 [==============================] - 0s 14ms/step >32, 327/693, d1=0.395, d2=0.363 g=2.761 2/2 [==============================] - 0s 13ms/step >32, 328/693, d1=0.372, d2=0.335 g=2.637 2/2 [==============================] - 0s 12ms/step >32, 329/693, d1=0.504, d2=0.395 g=2.088 2/2 [==============================] - 0s 13ms/step >32, 330/693, d1=0.417, d2=0.379 g=2.983 2/2 [==============================] - 0s 14ms/step >32, 331/693, d1=0.548, d2=0.303 g=2.938 2/2 [==============================] - 0s 12ms/step >32, 332/693, d1=0.453, d2=0.432 g=2.495 2/2 [==============================] - 0s 13ms/step >32, 333/693, d1=0.490, d2=0.384 g=3.429 2/2 [==============================] - 0s 13ms/step >32, 334/693, d1=0.534, d2=0.283 g=2.248 2/2 [==============================] - 0s 14ms/step >32, 335/693, d1=0.395, d2=0.523 g=2.933 2/2 [==============================] - 0s 12ms/step >32, 336/693, d1=0.319, d2=0.328 g=2.999 2/2 [==============================] - 0s 13ms/step >32, 337/693, d1=0.480, d2=0.368 g=2.963 2/2 [==============================] - 0s 13ms/step >32, 338/693, d1=0.334, d2=0.418 g=2.689 2/2 [==============================] - 0s 12ms/step >32, 339/693, d1=0.403, d2=0.370 g=2.447 2/2 [==============================] - 0s 11ms/step >32, 340/693, d1=0.479, d2=0.380 g=2.530 2/2 [==============================] - 0s 13ms/step >32, 341/693, d1=0.305, d2=0.256 g=2.856 2/2 [==============================] - 0s 15ms/step >32, 342/693, d1=0.340, d2=0.400 g=2.474 2/2 [==============================] - 0s 13ms/step >32, 343/693, d1=0.397, d2=0.280 g=3.193 2/2 [==============================] - 0s 12ms/step >32, 344/693, d1=0.490, d2=0.480 g=3.331 2/2 [==============================] - 0s 13ms/step >32, 345/693, d1=0.399, d2=0.314 g=2.520 2/2 [==============================] - 0s 14ms/step >32, 346/693, d1=0.426, d2=0.316 g=3.060 2/2 [==============================] - 0s 14ms/step >32, 347/693, d1=0.290, d2=0.306 g=2.881 2/2 [==============================] - 0s 15ms/step >32, 348/693, d1=0.458, d2=0.319 g=2.500 2/2 [==============================] - 0s 13ms/step >32, 349/693, d1=0.327, d2=0.314 g=3.050 2/2 [==============================] - 0s 12ms/step >32, 350/693, d1=0.519, d2=0.397 g=2.469 2/2 [==============================] - 0s 14ms/step >32, 351/693, d1=0.444, d2=0.414 g=2.734 2/2 [==============================] - 0s 13ms/step >32, 352/693, d1=0.476, d2=0.290 g=2.381 2/2 [==============================] - 0s 13ms/step >32, 353/693, d1=0.400, d2=0.447 g=2.748 2/2 [==============================] - 0s 13ms/step >32, 354/693, d1=0.400, d2=0.310 g=2.841 2/2 [==============================] - 0s 14ms/step >32, 355/693, d1=0.450, d2=0.302 g=2.719 2/2 [==============================] - 0s 14ms/step >32, 356/693, d1=0.428, d2=0.296 g=2.649 2/2 [==============================] - 0s 14ms/step >32, 357/693, d1=0.279, d2=0.264 g=2.785 2/2 [==============================] - 0s 13ms/step >32, 358/693, d1=0.376, d2=0.398 g=2.794 2/2 [==============================] - 0s 14ms/step >32, 359/693, d1=0.360, d2=0.255 g=2.542 2/2 [==============================] - 0s 12ms/step >32, 360/693, d1=0.475, d2=0.346 g=2.400 2/2 [==============================] - 0s 15ms/step >32, 361/693, d1=0.430, d2=0.314 g=2.707 2/2 [==============================] - 0s 12ms/step >32, 362/693, d1=0.456, d2=0.436 g=3.201 2/2 [==============================] - 0s 13ms/step >32, 363/693, d1=0.375, d2=0.341 g=2.566 2/2 [==============================] - 0s 12ms/step >32, 364/693, d1=0.481, d2=0.296 g=3.055 2/2 [==============================] - 0s 12ms/step >32, 365/693, d1=0.382, d2=0.465 g=2.354 2/2 [==============================] - 0s 13ms/step >32, 366/693, d1=0.373, d2=0.343 g=2.604 2/2 [==============================] - 0s 12ms/step >32, 367/693, d1=0.392, d2=0.431 g=2.675 2/2 [==============================] - 0s 13ms/step >32, 368/693, d1=0.448, d2=0.289 g=2.911 2/2 [==============================] - 0s 13ms/step >32, 369/693, d1=0.373, d2=0.348 g=2.815 2/2 [==============================] - 0s 13ms/step >32, 370/693, d1=0.587, d2=0.252 g=2.460 2/2 [==============================] - 0s 14ms/step >32, 371/693, d1=0.362, d2=0.534 g=2.495 2/2 [==============================] - 0s 14ms/step >32, 372/693, d1=0.370, d2=0.328 g=2.984 2/2 [==============================] - 0s 14ms/step >32, 373/693, d1=0.449, d2=0.351 g=3.079 2/2 [==============================] - 0s 12ms/step >32, 374/693, d1=0.579, d2=0.405 g=2.793 2/2 [==============================] - 0s 13ms/step >32, 375/693, d1=0.342, d2=0.422 g=2.452 2/2 [==============================] - 0s 12ms/step >32, 376/693, d1=0.447, d2=0.304 g=2.806 2/2 [==============================] - 0s 13ms/step >32, 377/693, d1=0.534, d2=0.378 g=2.617 2/2 [==============================] - 0s 14ms/step >32, 378/693, d1=0.357, d2=0.306 g=3.000 2/2 [==============================] - 0s 12ms/step >32, 379/693, d1=0.358, d2=0.221 g=2.532 2/2 [==============================] - 0s 13ms/step >32, 380/693, d1=0.335, d2=0.370 g=2.601 2/2 [==============================] - 0s 13ms/step >32, 381/693, d1=0.427, d2=0.349 g=3.399 2/2 [==============================] - 0s 14ms/step >32, 382/693, d1=0.432, d2=0.382 g=3.153 2/2 [==============================] - 0s 12ms/step >32, 383/693, d1=0.438, d2=0.345 g=2.508 2/2 [==============================] - 0s 13ms/step >32, 384/693, d1=0.406, d2=0.394 g=2.755 2/2 [==============================] - 0s 14ms/step >32, 385/693, d1=0.370, d2=0.309 g=3.409 2/2 [==============================] - 0s 12ms/step >32, 386/693, d1=0.313, d2=0.333 g=3.204 2/2 [==============================] - 0s 13ms/step >32, 387/693, d1=0.607, d2=0.313 g=3.262 2/2 [==============================] - 0s 13ms/step >32, 388/693, d1=0.324, d2=0.490 g=3.513 2/2 [==============================] - 0s 14ms/step >32, 389/693, d1=0.297, d2=0.300 g=3.177 2/2 [==============================] - 0s 13ms/step >32, 390/693, d1=0.497, d2=0.337 g=2.837 2/2 [==============================] - 0s 13ms/step >32, 391/693, d1=0.466, d2=0.559 g=2.627 2/2 [==============================] - 0s 12ms/step >32, 392/693, d1=0.390, d2=0.390 g=2.420 2/2 [==============================] - 0s 14ms/step >32, 393/693, d1=0.573, d2=0.323 g=2.295 2/2 [==============================] - 0s 14ms/step >32, 394/693, d1=0.383, d2=0.380 g=2.933 2/2 [==============================] - 0s 13ms/step >32, 395/693, d1=0.608, d2=0.441 g=3.165 2/2 [==============================] - 0s 13ms/step >32, 396/693, d1=0.386, d2=0.476 g=2.186 2/2 [==============================] - 0s 13ms/step >32, 397/693, d1=0.379, d2=0.316 g=2.211 2/2 [==============================] - 0s 13ms/step >32, 398/693, d1=0.287, d2=0.337 g=2.275 2/2 [==============================] - 0s 12ms/step >32, 399/693, d1=0.373, d2=0.285 g=2.853 2/2 [==============================] - 0s 13ms/step >32, 400/693, d1=0.386, d2=0.318 g=2.686 2/2 [==============================] - 0s 14ms/step >32, 401/693, d1=0.288, d2=0.322 g=2.660 2/2 [==============================] - 0s 11ms/step >32, 402/693, d1=0.522, d2=0.280 g=2.123 2/2 [==============================] - 0s 11ms/step >32, 403/693, d1=0.473, d2=0.513 g=2.169 2/2 [==============================] - 0s 12ms/step >32, 404/693, d1=0.347, d2=0.332 g=2.964 2/2 [==============================] - 0s 14ms/step >32, 405/693, d1=0.465, d2=0.329 g=2.533 2/2 [==============================] - 0s 14ms/step >32, 406/693, d1=0.406, d2=0.420 g=2.008 2/2 [==============================] - 0s 14ms/step >32, 407/693, d1=0.420, d2=0.340 g=2.297 2/2 [==============================] - 0s 12ms/step >32, 408/693, d1=0.257, d2=0.441 g=3.163 2/2 [==============================] - 0s 13ms/step >32, 409/693, d1=0.260, d2=0.352 g=3.192 2/2 [==============================] - 0s 13ms/step >32, 410/693, d1=0.501, d2=0.394 g=3.190 2/2 [==============================] - 0s 13ms/step >32, 411/693, d1=0.630, d2=0.363 g=2.425 2/2 [==============================] - 0s 13ms/step >32, 412/693, d1=0.531, d2=0.409 g=2.532 2/2 [==============================] - 0s 14ms/step >32, 413/693, d1=0.444, d2=0.475 g=3.388 2/2 [==============================] - 0s 14ms/step >32, 414/693, d1=0.386, d2=0.312 g=2.312 2/2 [==============================] - 0s 15ms/step >32, 415/693, d1=0.357, d2=0.265 g=2.605 2/2 [==============================] - 0s 15ms/step >32, 416/693, d1=0.511, d2=0.532 g=2.117 2/2 [==============================] - 0s 14ms/step >32, 417/693, d1=0.241, d2=0.309 g=3.442 2/2 [==============================] - 0s 12ms/step >32, 418/693, d1=0.499, d2=0.271 g=2.566 2/2 [==============================] - 0s 12ms/step >32, 419/693, d1=0.470, d2=0.402 g=2.904 2/2 [==============================] - 0s 14ms/step >32, 420/693, d1=0.399, d2=0.290 g=2.338 2/2 [==============================] - 0s 13ms/step >32, 421/693, d1=0.401, d2=0.340 g=3.283 2/2 [==============================] - 0s 13ms/step >32, 422/693, d1=0.262, d2=0.287 g=2.923 2/2 [==============================] - 0s 11ms/step >32, 423/693, d1=0.366, d2=0.496 g=3.001 2/2 [==============================] - 0s 11ms/step >32, 424/693, d1=0.542, d2=0.371 g=2.668 2/2 [==============================] - 0s 14ms/step >32, 425/693, d1=0.585, d2=0.274 g=2.199 2/2 [==============================] - 0s 12ms/step >32, 426/693, d1=0.284, d2=0.385 g=2.696 2/2 [==============================] - 0s 13ms/step >32, 427/693, d1=0.407, d2=0.553 g=2.690 2/2 [==============================] - 0s 12ms/step >32, 428/693, d1=0.283, d2=0.298 g=2.776 2/2 [==============================] - 0s 12ms/step >32, 429/693, d1=0.423, d2=0.218 g=2.521 2/2 [==============================] - 0s 13ms/step >32, 430/693, d1=0.421, d2=0.306 g=2.001 2/2 [==============================] - 0s 14ms/step >32, 431/693, d1=0.320, d2=0.368 g=2.715 2/2 [==============================] - 0s 13ms/step >32, 432/693, d1=0.407, d2=0.362 g=2.646 2/2 [==============================] - 0s 13ms/step >32, 433/693, d1=0.424, d2=0.380 g=3.160 2/2 [==============================] - 0s 14ms/step >32, 434/693, d1=0.307, d2=0.256 g=3.110 2/2 [==============================] - 0s 13ms/step >32, 435/693, d1=0.493, d2=0.381 g=3.551 2/2 [==============================] - 0s 13ms/step >32, 436/693, d1=0.393, d2=0.218 g=2.755 2/2 [==============================] - 0s 14ms/step >32, 437/693, d1=0.439, d2=0.395 g=2.596 2/2 [==============================] - 0s 13ms/step >32, 438/693, d1=0.330, d2=0.351 g=2.701 2/2 [==============================] - 0s 13ms/step >32, 439/693, d1=0.521, d2=0.354 g=2.759 2/2 [==============================] - 0s 12ms/step >32, 440/693, d1=0.406, d2=0.267 g=2.078 2/2 [==============================] - 0s 11ms/step >32, 441/693, d1=0.331, d2=0.346 g=3.140 2/2 [==============================] - 0s 12ms/step >32, 442/693, d1=0.538, d2=0.421 g=2.421 2/2 [==============================] - 0s 14ms/step >32, 443/693, d1=0.471, d2=0.338 g=2.461 2/2 [==============================] - 0s 13ms/step >32, 444/693, d1=0.542, d2=0.335 g=2.918 2/2 [==============================] - 0s 12ms/step >32, 445/693, d1=0.483, d2=0.293 g=2.566 2/2 [==============================] - 0s 12ms/step >32, 446/693, d1=0.420, d2=0.444 g=2.846 2/2 [==============================] - 0s 12ms/step >32, 447/693, d1=0.420, d2=0.374 g=2.780 2/2 [==============================] - 0s 13ms/step >32, 448/693, d1=0.416, d2=0.340 g=2.641 2/2 [==============================] - 0s 12ms/step >32, 449/693, d1=0.362, d2=0.331 g=2.390 2/2 [==============================] - 0s 13ms/step >32, 450/693, d1=0.465, d2=0.457 g=2.134 2/2 [==============================] - 0s 12ms/step >32, 451/693, d1=0.380, d2=0.364 g=2.413 2/2 [==============================] - 0s 12ms/step >32, 452/693, d1=0.387, d2=0.374 g=2.860 2/2 [==============================] - 0s 14ms/step >32, 453/693, d1=0.489, d2=0.378 g=2.674 2/2 [==============================] - 0s 14ms/step >32, 454/693, d1=0.453, d2=0.258 g=2.658 2/2 [==============================] - 0s 12ms/step >32, 455/693, d1=0.377, d2=0.415 g=2.836 2/2 [==============================] - 0s 12ms/step >32, 456/693, d1=0.447, d2=0.439 g=2.512 2/2 [==============================] - 0s 14ms/step >32, 457/693, d1=0.537, d2=0.338 g=2.578 2/2 [==============================] - 0s 13ms/step >32, 458/693, d1=0.445, d2=0.361 g=2.023 2/2 [==============================] - 0s 13ms/step >32, 459/693, d1=0.362, d2=0.432 g=2.637 2/2 [==============================] - 0s 14ms/step >32, 460/693, d1=0.334, d2=0.396 g=2.810 2/2 [==============================] - 0s 12ms/step >32, 461/693, d1=0.448, d2=0.397 g=2.330 2/2 [==============================] - 0s 14ms/step >32, 462/693, d1=0.396, d2=0.279 g=2.966 2/2 [==============================] - 0s 13ms/step >32, 463/693, d1=0.525, d2=0.269 g=2.726 2/2 [==============================] - 0s 13ms/step >32, 464/693, d1=0.463, d2=0.333 g=2.322 2/2 [==============================] - 0s 13ms/step >32, 465/693, d1=0.289, d2=0.365 g=2.990 2/2 [==============================] - 0s 13ms/step >32, 466/693, d1=0.423, d2=0.380 g=2.799 2/2 [==============================] - 0s 14ms/step >32, 467/693, d1=0.314, d2=0.252 g=2.248 2/2 [==============================] - 0s 12ms/step >32, 468/693, d1=0.341, d2=0.435 g=1.996 2/2 [==============================] - 0s 13ms/step >32, 469/693, d1=0.325, d2=0.370 g=2.812 2/2 [==============================] - 0s 13ms/step >32, 470/693, d1=0.437, d2=0.330 g=2.862 2/2 [==============================] - 0s 13ms/step >32, 471/693, d1=0.522, d2=0.423 g=3.046 2/2 [==============================] - 0s 14ms/step >32, 472/693, d1=0.444, d2=0.319 g=2.860 2/2 [==============================] - 0s 14ms/step >32, 473/693, d1=0.276, d2=0.319 g=2.195 2/2 [==============================] - 0s 14ms/step >32, 474/693, d1=0.399, d2=0.343 g=2.536 2/2 [==============================] - 0s 14ms/step >32, 475/693, d1=0.410, d2=0.321 g=2.562 2/2 [==============================] - 0s 12ms/step >32, 476/693, d1=0.263, d2=0.419 g=2.518 2/2 [==============================] - 0s 15ms/step >32, 477/693, d1=0.438, d2=0.300 g=2.244 2/2 [==============================] - 0s 11ms/step >32, 478/693, d1=0.385, d2=0.282 g=2.841 2/2 [==============================] - 0s 12ms/step >32, 479/693, d1=0.281, d2=0.363 g=3.403 2/2 [==============================] - 0s 13ms/step >32, 480/693, d1=0.402, d2=0.342 g=3.545 2/2 [==============================] - 0s 13ms/step >32, 481/693, d1=0.428, d2=0.303 g=3.270 2/2 [==============================] - 0s 12ms/step >32, 482/693, d1=0.531, d2=0.319 g=2.824 2/2 [==============================] - 0s 13ms/step >32, 483/693, d1=0.205, d2=0.430 g=2.473 2/2 [==============================] - 0s 12ms/step >32, 484/693, d1=0.515, d2=0.430 g=2.360 2/2 [==============================] - 0s 12ms/step >32, 485/693, d1=0.460, d2=0.304 g=2.659 2/2 [==============================] - 0s 13ms/step >32, 486/693, d1=0.362, d2=0.312 g=2.145 2/2 [==============================] - 0s 14ms/step >32, 487/693, d1=0.365, d2=0.381 g=2.886 2/2 [==============================] - 0s 13ms/step >32, 488/693, d1=0.376, d2=0.345 g=1.972 2/2 [==============================] - 0s 12ms/step >32, 489/693, d1=0.511, d2=0.273 g=2.078 2/2 [==============================] - 0s 14ms/step >32, 490/693, d1=0.312, d2=0.474 g=2.427 2/2 [==============================] - 0s 12ms/step >32, 491/693, d1=0.415, d2=0.317 g=2.389 2/2 [==============================] - 0s 13ms/step >32, 492/693, d1=0.483, d2=0.358 g=2.339 2/2 [==============================] - 0s 13ms/step >32, 493/693, d1=0.444, d2=0.239 g=2.870 2/2 [==============================] - 0s 18ms/step >32, 494/693, d1=0.429, d2=0.380 g=2.264 2/2 [==============================] - 0s 13ms/step >32, 495/693, d1=0.354, d2=0.285 g=2.231 2/2 [==============================] - 0s 13ms/step >32, 496/693, d1=0.368, d2=0.282 g=2.717 2/2 [==============================] - 0s 13ms/step >32, 497/693, d1=0.378, d2=0.458 g=2.291 2/2 [==============================] - 0s 15ms/step >32, 498/693, d1=0.366, d2=0.218 g=2.289 2/2 [==============================] - 0s 15ms/step >32, 499/693, d1=0.297, d2=0.313 g=2.537 2/2 [==============================] - 0s 14ms/step >32, 500/693, d1=0.408, d2=0.323 g=2.782 2/2 [==============================] - 0s 12ms/step >32, 501/693, d1=0.377, d2=0.435 g=2.691 2/2 [==============================] - 0s 13ms/step >32, 502/693, d1=0.418, d2=0.297 g=2.926 2/2 [==============================] - 0s 11ms/step >32, 503/693, d1=0.391, d2=0.422 g=2.849 2/2 [==============================] - 0s 12ms/step >32, 504/693, d1=0.446, d2=0.327 g=3.599 2/2 [==============================] - 0s 12ms/step >32, 505/693, d1=0.491, d2=0.370 g=2.650 2/2 [==============================] - 0s 15ms/step >32, 506/693, d1=0.303, d2=0.370 g=3.697 2/2 [==============================] - 0s 13ms/step >32, 507/693, d1=0.403, d2=0.356 g=2.685 2/2 [==============================] - 0s 12ms/step >32, 508/693, d1=0.366, d2=0.305 g=3.887 2/2 [==============================] - 0s 14ms/step >32, 509/693, d1=0.348, d2=0.376 g=2.334 2/2 [==============================] - 0s 13ms/step >32, 510/693, d1=0.396, d2=0.344 g=2.559 2/2 [==============================] - 0s 12ms/step >32, 511/693, d1=0.383, d2=0.368 g=2.976 2/2 [==============================] - 0s 11ms/step >32, 512/693, d1=0.451, d2=0.309 g=2.756 2/2 [==============================] - 0s 12ms/step >32, 513/693, d1=0.455, d2=0.424 g=3.082 2/2 [==============================] - 0s 13ms/step >32, 514/693, d1=0.364, d2=0.340 g=3.124 2/2 [==============================] - 0s 13ms/step >32, 515/693, d1=0.395, d2=0.305 g=2.985 2/2 [==============================] - 0s 14ms/step >32, 516/693, d1=0.475, d2=0.322 g=2.935 2/2 [==============================] - 0s 13ms/step >32, 517/693, d1=0.287, d2=0.319 g=2.682 2/2 [==============================] - 0s 15ms/step >32, 518/693, d1=0.316, d2=0.359 g=2.756 2/2 [==============================] - 0s 13ms/step >32, 519/693, d1=0.366, d2=0.291 g=2.260 2/2 [==============================] - 0s 15ms/step >32, 520/693, d1=0.462, d2=0.400 g=2.537 2/2 [==============================] - 0s 14ms/step >32, 521/693, d1=0.508, d2=0.325 g=2.777 2/2 [==============================] - 0s 12ms/step >32, 522/693, d1=0.417, d2=0.285 g=2.382 2/2 [==============================] - 0s 12ms/step >32, 523/693, d1=0.384, d2=0.415 g=2.450 2/2 [==============================] - 0s 13ms/step >32, 524/693, d1=0.321, d2=0.355 g=2.868 2/2 [==============================] - 0s 12ms/step >32, 525/693, d1=0.478, d2=0.373 g=2.854 2/2 [==============================] - 0s 11ms/step >32, 526/693, d1=0.459, d2=0.313 g=2.167 2/2 [==============================] - 0s 13ms/step >32, 527/693, d1=0.573, d2=0.393 g=1.941 2/2 [==============================] - 0s 13ms/step >32, 528/693, d1=0.270, d2=0.648 g=3.539 2/2 [==============================] - 0s 13ms/step >32, 529/693, d1=0.572, d2=0.286 g=2.565 2/2 [==============================] - 0s 13ms/step >32, 530/693, d1=0.491, d2=0.369 g=2.390 2/2 [==============================] - 0s 16ms/step >32, 531/693, d1=0.398, d2=0.300 g=2.873 2/2 [==============================] - 0s 14ms/step >32, 532/693, d1=0.314, d2=0.370 g=2.595 2/2 [==============================] - 0s 12ms/step >32, 533/693, d1=0.447, d2=0.322 g=2.998 2/2 [==============================] - 0s 13ms/step >32, 534/693, d1=0.438, d2=0.310 g=2.439 2/2 [==============================] - 0s 11ms/step >32, 535/693, d1=0.432, d2=0.347 g=2.061 2/2 [==============================] - 0s 13ms/step >32, 536/693, d1=0.406, d2=0.309 g=2.288 2/2 [==============================] - 0s 12ms/step >32, 537/693, d1=0.427, d2=0.332 g=2.438 2/2 [==============================] - 0s 14ms/step >32, 538/693, d1=0.284, d2=0.368 g=2.752 2/2 [==============================] - 0s 13ms/step >32, 539/693, d1=0.289, d2=0.282 g=2.720 2/2 [==============================] - 0s 11ms/step >32, 540/693, d1=0.475, d2=0.318 g=2.283 2/2 [==============================] - 0s 13ms/step >32, 541/693, d1=0.300, d2=0.304 g=2.445 2/2 [==============================] - 0s 14ms/step >32, 542/693, d1=0.431, d2=0.336 g=2.573 2/2 [==============================] - 0s 14ms/step >32, 543/693, d1=0.441, d2=0.319 g=2.615 2/2 [==============================] - 0s 12ms/step >32, 544/693, d1=0.428, d2=0.405 g=3.042 2/2 [==============================] - 0s 12ms/step >32, 545/693, d1=0.439, d2=0.355 g=2.092 2/2 [==============================] - 0s 13ms/step >32, 546/693, d1=0.483, d2=0.363 g=2.726 2/2 [==============================] - 0s 13ms/step >32, 547/693, d1=0.352, d2=0.408 g=2.600 2/2 [==============================] - 0s 11ms/step >32, 548/693, d1=0.649, d2=0.328 g=2.348 2/2 [==============================] - 0s 13ms/step >32, 549/693, d1=0.459, d2=0.344 g=2.469 2/2 [==============================] - 0s 13ms/step >32, 550/693, d1=0.252, d2=0.459 g=2.468 2/2 [==============================] - 0s 13ms/step >32, 551/693, d1=0.405, d2=0.355 g=2.019 2/2 [==============================] - 0s 15ms/step >32, 552/693, d1=0.530, d2=0.353 g=2.537 2/2 [==============================] - 0s 12ms/step >32, 553/693, d1=0.354, d2=0.359 g=2.398 2/2 [==============================] - 0s 12ms/step >32, 554/693, d1=0.326, d2=0.400 g=2.814 2/2 [==============================] - 0s 14ms/step >32, 555/693, d1=0.453, d2=0.481 g=2.948 2/2 [==============================] - 0s 13ms/step >32, 556/693, d1=0.313, d2=0.246 g=3.364 2/2 [==============================] - 0s 14ms/step >32, 557/693, d1=0.629, d2=0.344 g=2.165 2/2 [==============================] - 0s 15ms/step >32, 558/693, d1=0.441, d2=0.347 g=2.973 2/2 [==============================] - 0s 13ms/step >32, 559/693, d1=0.526, d2=0.412 g=2.218 2/2 [==============================] - 0s 14ms/step >32, 560/693, d1=0.442, d2=0.433 g=2.360 2/2 [==============================] - 0s 12ms/step >32, 561/693, d1=0.441, d2=0.395 g=2.374 2/2 [==============================] - 0s 13ms/step >32, 562/693, d1=0.477, d2=0.392 g=2.507 2/2 [==============================] - 0s 13ms/step >32, 563/693, d1=0.269, d2=0.420 g=2.725 2/2 [==============================] - 0s 13ms/step >32, 564/693, d1=0.690, d2=0.355 g=2.897 2/2 [==============================] - 0s 14ms/step >32, 565/693, d1=0.300, d2=0.405 g=2.471 2/2 [==============================] - 0s 17ms/step >32, 566/693, d1=0.366, d2=0.233 g=2.376 2/2 [==============================] - 0s 12ms/step >32, 567/693, d1=0.390, d2=0.405 g=2.802 2/2 [==============================] - 0s 14ms/step >32, 568/693, d1=0.332, d2=0.389 g=3.264 2/2 [==============================] - 0s 13ms/step >32, 569/693, d1=0.323, d2=0.323 g=2.579 2/2 [==============================] - 0s 14ms/step >32, 570/693, d1=0.435, d2=0.308 g=2.071 2/2 [==============================] - 0s 14ms/step >32, 571/693, d1=0.315, d2=0.350 g=2.887 2/2 [==============================] - 0s 15ms/step >32, 572/693, d1=0.327, d2=0.304 g=2.749 2/2 [==============================] - 0s 13ms/step >32, 573/693, d1=0.456, d2=0.394 g=2.668 2/2 [==============================] - 0s 13ms/step >32, 574/693, d1=0.429, d2=0.434 g=2.244 2/2 [==============================] - 0s 13ms/step >32, 575/693, d1=0.422, d2=0.371 g=2.593 2/2 [==============================] - 0s 14ms/step >32, 576/693, d1=0.382, d2=0.278 g=2.203 2/2 [==============================] - 0s 13ms/step >32, 577/693, d1=0.486, d2=0.496 g=2.343 2/2 [==============================] - 0s 15ms/step >32, 578/693, d1=0.512, d2=0.283 g=2.134 2/2 [==============================] - 0s 15ms/step >32, 579/693, d1=0.348, d2=0.308 g=1.827 2/2 [==============================] - 0s 13ms/step >32, 580/693, d1=0.330, d2=0.447 g=2.113 2/2 [==============================] - 0s 14ms/step >32, 581/693, d1=0.464, d2=0.383 g=2.377 2/2 [==============================] - 0s 13ms/step >32, 582/693, d1=0.487, d2=0.278 g=1.821 2/2 [==============================] - 0s 12ms/step >32, 583/693, d1=0.383, d2=0.336 g=2.501 2/2 [==============================] - 0s 13ms/step >32, 584/693, d1=0.441, d2=0.350 g=2.343 2/2 [==============================] - 0s 11ms/step >32, 585/693, d1=0.387, d2=0.425 g=2.727 2/2 [==============================] - 0s 14ms/step >32, 586/693, d1=0.344, d2=0.361 g=2.838 2/2 [==============================] - 0s 12ms/step >32, 587/693, d1=0.376, d2=0.307 g=2.684 2/2 [==============================] - 0s 13ms/step >32, 588/693, d1=0.372, d2=0.358 g=3.234 2/2 [==============================] - 0s 12ms/step >32, 589/693, d1=0.375, d2=0.323 g=3.104 2/2 [==============================] - 0s 14ms/step >32, 590/693, d1=0.343, d2=0.371 g=2.709 2/2 [==============================] - 0s 13ms/step >32, 591/693, d1=0.500, d2=0.366 g=2.064 2/2 [==============================] - 0s 14ms/step >32, 592/693, d1=0.425, d2=0.308 g=2.276 2/2 [==============================] - 0s 14ms/step >32, 593/693, d1=0.262, d2=0.409 g=2.184 2/2 [==============================] - 0s 14ms/step >32, 594/693, d1=0.386, d2=0.308 g=2.892 2/2 [==============================] - 0s 14ms/step >32, 595/693, d1=0.519, d2=0.550 g=3.728 2/2 [==============================] - 0s 12ms/step >32, 596/693, d1=0.391, d2=0.281 g=2.777 2/2 [==============================] - 0s 13ms/step >32, 597/693, d1=0.372, d2=0.440 g=2.666 2/2 [==============================] - 0s 14ms/step >32, 598/693, d1=0.385, d2=0.315 g=2.681 2/2 [==============================] - 0s 13ms/step >32, 599/693, d1=0.572, d2=0.318 g=2.540 2/2 [==============================] - 0s 12ms/step >32, 600/693, d1=0.364, d2=0.380 g=2.625 2/2 [==============================] - 0s 12ms/step >32, 601/693, d1=0.359, d2=0.462 g=2.164 2/2 [==============================] - 0s 11ms/step >32, 602/693, d1=0.431, d2=0.329 g=3.151 2/2 [==============================] - 0s 12ms/step >32, 603/693, d1=0.478, d2=0.402 g=3.115 2/2 [==============================] - 0s 12ms/step >32, 604/693, d1=0.462, d2=0.363 g=2.553 2/2 [==============================] - 0s 12ms/step >32, 605/693, d1=0.463, d2=0.394 g=2.624 2/2 [==============================] - 0s 15ms/step >32, 606/693, d1=0.256, d2=0.405 g=3.032 2/2 [==============================] - 0s 13ms/step >32, 607/693, d1=0.504, d2=0.359 g=2.819 2/2 [==============================] - 0s 12ms/step >32, 608/693, d1=0.395, d2=0.257 g=2.623 2/2 [==============================] - 0s 12ms/step >32, 609/693, d1=0.612, d2=0.573 g=2.743 2/2 [==============================] - 0s 15ms/step >32, 610/693, d1=0.396, d2=0.365 g=3.333 2/2 [==============================] - 0s 13ms/step >32, 611/693, d1=0.399, d2=0.323 g=2.284 2/2 [==============================] - 0s 13ms/step >32, 612/693, d1=0.400, d2=0.413 g=2.615 2/2 [==============================] - 0s 13ms/step >32, 613/693, d1=0.370, d2=0.286 g=3.055 2/2 [==============================] - 0s 13ms/step >32, 614/693, d1=0.432, d2=0.431 g=2.265 2/2 [==============================] - 0s 12ms/step >32, 615/693, d1=0.438, d2=0.320 g=2.464 2/2 [==============================] - 0s 13ms/step >32, 616/693, d1=0.433, d2=0.398 g=2.384 2/2 [==============================] - 0s 12ms/step >32, 617/693, d1=0.340, d2=0.345 g=2.658 2/2 [==============================] - 0s 13ms/step >32, 618/693, d1=0.416, d2=0.344 g=2.520 2/2 [==============================] - 0s 12ms/step >32, 619/693, d1=0.412, d2=0.281 g=2.230 2/2 [==============================] - 0s 16ms/step >32, 620/693, d1=0.360, d2=0.369 g=2.339 2/2 [==============================] - 0s 12ms/step >32, 621/693, d1=0.409, d2=0.395 g=2.340 2/2 [==============================] - 0s 12ms/step >32, 622/693, d1=0.418, d2=0.375 g=2.424 2/2 [==============================] - 0s 14ms/step >32, 623/693, d1=0.149, d2=0.349 g=2.202 2/2 [==============================] - 0s 13ms/step >32, 624/693, d1=0.523, d2=0.333 g=2.600 2/2 [==============================] - 0s 13ms/step >32, 625/693, d1=0.428, d2=0.322 g=2.698 2/2 [==============================] - 0s 12ms/step >32, 626/693, d1=0.363, d2=0.346 g=2.414 2/2 [==============================] - 0s 13ms/step >32, 627/693, d1=0.404, d2=0.366 g=2.012 2/2 [==============================] - 0s 13ms/step >32, 628/693, d1=0.384, d2=0.316 g=2.409 2/2 [==============================] - 0s 13ms/step >32, 629/693, d1=0.430, d2=0.352 g=2.075 2/2 [==============================] - 0s 14ms/step >32, 630/693, d1=0.403, d2=0.384 g=2.328 2/2 [==============================] - 0s 13ms/step >32, 631/693, d1=0.404, d2=0.491 g=2.542 2/2 [==============================] - 0s 13ms/step >32, 632/693, d1=0.325, d2=0.391 g=2.665 2/2 [==============================] - 0s 13ms/step >32, 633/693, d1=0.459, d2=0.419 g=2.598 2/2 [==============================] - 0s 11ms/step >32, 634/693, d1=0.512, d2=0.245 g=2.238 2/2 [==============================] - 0s 12ms/step >32, 635/693, d1=0.371, d2=0.337 g=2.930 2/2 [==============================] - 0s 13ms/step >32, 636/693, d1=0.395, d2=0.336 g=3.302 2/2 [==============================] - 0s 11ms/step >32, 637/693, d1=0.396, d2=0.306 g=2.698 2/2 [==============================] - 0s 13ms/step >32, 638/693, d1=0.478, d2=0.333 g=2.373 2/2 [==============================] - 0s 12ms/step >32, 639/693, d1=0.531, d2=0.291 g=2.485 2/2 [==============================] - 0s 11ms/step >32, 640/693, d1=0.224, d2=0.260 g=2.296 2/2 [==============================] - 0s 13ms/step >32, 641/693, d1=0.310, d2=0.357 g=2.108 2/2 [==============================] - 0s 14ms/step >32, 642/693, d1=0.491, d2=0.393 g=2.465 2/2 [==============================] - 0s 14ms/step >32, 643/693, d1=0.386, d2=0.377 g=2.495 2/2 [==============================] - 0s 16ms/step >32, 644/693, d1=0.368, d2=0.354 g=2.370 2/2 [==============================] - 0s 15ms/step >32, 645/693, d1=0.366, d2=0.272 g=2.835 2/2 [==============================] - 0s 13ms/step >32, 646/693, d1=0.425, d2=0.388 g=2.696 2/2 [==============================] - 0s 13ms/step >32, 647/693, d1=0.542, d2=0.221 g=2.331 2/2 [==============================] - 0s 14ms/step >32, 648/693, d1=0.429, d2=0.392 g=2.412 2/2 [==============================] - 0s 12ms/step >32, 649/693, d1=0.423, d2=0.371 g=2.215 2/2 [==============================] - 0s 12ms/step >32, 650/693, d1=0.425, d2=0.288 g=2.518 2/2 [==============================] - 0s 12ms/step >32, 651/693, d1=0.395, d2=0.324 g=2.948 2/2 [==============================] - 0s 14ms/step >32, 652/693, d1=0.255, d2=0.352 g=2.176 2/2 [==============================] - 0s 14ms/step >32, 653/693, d1=0.337, d2=0.495 g=2.592 2/2 [==============================] - 0s 15ms/step >32, 654/693, d1=0.419, d2=0.281 g=2.822 2/2 [==============================] - 0s 13ms/step >32, 655/693, d1=0.471, d2=0.365 g=3.020 2/2 [==============================] - 0s 14ms/step >32, 656/693, d1=0.349, d2=0.448 g=2.795 2/2 [==============================] - 0s 14ms/step >32, 657/693, d1=0.491, d2=0.342 g=3.640 2/2 [==============================] - 0s 13ms/step >32, 658/693, d1=0.450, d2=0.379 g=2.898 2/2 [==============================] - 0s 13ms/step >32, 659/693, d1=0.380, d2=0.369 g=2.023 2/2 [==============================] - 0s 13ms/step >32, 660/693, d1=0.364, d2=0.390 g=2.659 2/2 [==============================] - 0s 11ms/step >32, 661/693, d1=0.326, d2=0.281 g=2.558 2/2 [==============================] - 0s 12ms/step >32, 662/693, d1=0.435, d2=0.392 g=2.624 2/2 [==============================] - 0s 14ms/step >32, 663/693, d1=0.523, d2=0.354 g=2.528 2/2 [==============================] - 0s 13ms/step >32, 664/693, d1=0.383, d2=0.358 g=2.335 2/2 [==============================] - 0s 12ms/step >32, 665/693, d1=0.460, d2=0.316 g=2.772 2/2 [==============================] - 0s 14ms/step >32, 666/693, d1=0.368, d2=0.416 g=2.609 2/2 [==============================] - 0s 12ms/step >32, 667/693, d1=0.328, d2=0.297 g=2.711 2/2 [==============================] - 0s 14ms/step >32, 668/693, d1=0.537, d2=0.353 g=3.206 2/2 [==============================] - 0s 14ms/step >32, 669/693, d1=0.318, d2=0.291 g=2.774 2/2 [==============================] - 0s 13ms/step >32, 670/693, d1=0.331, d2=0.416 g=2.566 2/2 [==============================] - 0s 13ms/step >32, 671/693, d1=0.354, d2=0.292 g=3.062 2/2 [==============================] - 0s 13ms/step >32, 672/693, d1=0.352, d2=0.328 g=3.133 2/2 [==============================] - 0s 12ms/step >32, 673/693, d1=0.409, d2=0.216 g=2.478 2/2 [==============================] - 0s 12ms/step >32, 674/693, d1=0.306, d2=0.433 g=2.573 2/2 [==============================] - 0s 13ms/step >32, 675/693, d1=0.492, d2=0.532 g=2.376 2/2 [==============================] - 0s 13ms/step >32, 676/693, d1=0.418, d2=0.249 g=3.106 2/2 [==============================] - 0s 12ms/step >32, 677/693, d1=0.440, d2=0.308 g=2.610 2/2 [==============================] - 0s 12ms/step >32, 678/693, d1=0.520, d2=0.321 g=2.027 2/2 [==============================] - 0s 13ms/step >32, 679/693, d1=0.236, d2=0.374 g=3.114 2/2 [==============================] - 0s 15ms/step >32, 680/693, d1=0.388, d2=0.408 g=2.586 2/2 [==============================] - 0s 13ms/step >32, 681/693, d1=0.393, d2=0.482 g=3.018 2/2 [==============================] - 0s 12ms/step >32, 682/693, d1=0.374, d2=0.281 g=3.802 2/2 [==============================] - 0s 13ms/step >32, 683/693, d1=0.525, d2=0.352 g=2.790 2/2 [==============================] - 0s 12ms/step >32, 684/693, d1=0.559, d2=0.385 g=2.263 2/2 [==============================] - 0s 12ms/step >32, 685/693, d1=0.392, d2=0.399 g=2.094 2/2 [==============================] - 0s 14ms/step >32, 686/693, d1=0.432, d2=0.334 g=2.364 2/2 [==============================] - 0s 12ms/step >32, 687/693, d1=0.394, d2=0.359 g=3.176 2/2 [==============================] - 0s 15ms/step >32, 688/693, d1=0.386, d2=0.277 g=2.984 2/2 [==============================] - 0s 15ms/step >32, 689/693, d1=0.350, d2=0.504 g=2.361 2/2 [==============================] - 0s 14ms/step >32, 690/693, d1=0.344, d2=0.301 g=2.772 2/2 [==============================] - 0s 15ms/step >32, 691/693, d1=0.358, d2=0.286 g=2.938 2/2 [==============================] - 0s 15ms/step >32, 692/693, d1=0.487, d2=0.327 g=2.716 2/2 [==============================] - 0s 14ms/step >32, 693/693, d1=0.435, d2=0.342 g=2.644 2/2 [==============================] - 0s 14ms/step >33, 1/693, d1=0.314, d2=0.386 g=2.538 2/2 [==============================] - 0s 14ms/step >33, 2/693, d1=0.393, d2=0.229 g=2.746 2/2 [==============================] - 0s 12ms/step >33, 3/693, d1=0.396, d2=0.330 g=2.391 2/2 [==============================] - 0s 14ms/step >33, 4/693, d1=0.458, d2=0.386 g=2.217 2/2 [==============================] - 0s 13ms/step >33, 5/693, d1=0.377, d2=0.386 g=2.509 2/2 [==============================] - 0s 12ms/step >33, 6/693, d1=0.529, d2=0.342 g=2.634 2/2 [==============================] - 0s 11ms/step >33, 7/693, d1=0.424, d2=0.316 g=2.391 2/2 [==============================] - 0s 11ms/step >33, 8/693, d1=0.445, d2=0.326 g=2.655 2/2 [==============================] - 0s 13ms/step >33, 9/693, d1=0.486, d2=0.412 g=2.178 2/2 [==============================] - 0s 14ms/step >33, 10/693, d1=0.317, d2=0.363 g=3.317 2/2 [==============================] - 0s 11ms/step >33, 11/693, d1=0.379, d2=0.424 g=2.472 2/2 [==============================] - 0s 13ms/step >33, 12/693, d1=0.469, d2=0.348 g=2.673 2/2 [==============================] - 0s 13ms/step >33, 13/693, d1=0.481, d2=0.369 g=2.980 2/2 [==============================] - 0s 13ms/step >33, 14/693, d1=0.401, d2=0.309 g=2.660 2/2 [==============================] - 0s 13ms/step >33, 15/693, d1=0.385, d2=0.401 g=2.890 2/2 [==============================] - 0s 14ms/step >33, 16/693, d1=0.384, d2=0.447 g=3.094 2/2 [==============================] - 0s 13ms/step >33, 17/693, d1=0.476, d2=0.350 g=2.794 2/2 [==============================] - 0s 13ms/step >33, 18/693, d1=0.524, d2=0.327 g=2.396 2/2 [==============================] - 0s 13ms/step >33, 19/693, d1=0.401, d2=0.362 g=3.172 2/2 [==============================] - 0s 14ms/step >33, 20/693, d1=0.481, d2=0.383 g=2.500 2/2 [==============================] - 0s 13ms/step >33, 21/693, d1=0.308, d2=0.274 g=2.758 2/2 [==============================] - 0s 15ms/step >33, 22/693, d1=0.405, d2=0.435 g=2.521 2/2 [==============================] - 0s 14ms/step >33, 23/693, d1=0.437, d2=0.384 g=2.543 2/2 [==============================] - 0s 12ms/step >33, 24/693, d1=0.550, d2=0.262 g=2.813 2/2 [==============================] - 0s 14ms/step >33, 25/693, d1=0.507, d2=0.442 g=2.218 2/2 [==============================] - 0s 14ms/step >33, 26/693, d1=0.371, d2=0.374 g=2.472 2/2 [==============================] - 0s 15ms/step >33, 27/693, d1=0.339, d2=0.410 g=2.881 2/2 [==============================] - 0s 11ms/step >33, 28/693, d1=0.465, d2=0.328 g=2.198 2/2 [==============================] - 0s 13ms/step >33, 29/693, d1=0.480, d2=0.410 g=2.306 2/2 [==============================] - 0s 14ms/step >33, 30/693, d1=0.473, d2=0.464 g=2.610 2/2 [==============================] - 0s 14ms/step >33, 31/693, d1=0.299, d2=0.397 g=2.801 2/2 [==============================] - 0s 12ms/step >33, 32/693, d1=0.502, d2=0.356 g=3.005 2/2 [==============================] - 0s 15ms/step >33, 33/693, d1=0.711, d2=0.308 g=2.314 2/2 [==============================] - 0s 13ms/step >33, 34/693, d1=0.503, d2=0.483 g=2.552 2/2 [==============================] - 0s 13ms/step >33, 35/693, d1=0.486, d2=0.427 g=2.328 2/2 [==============================] - 0s 12ms/step >33, 36/693, d1=0.444, d2=0.337 g=2.991 2/2 [==============================] - 0s 12ms/step >33, 37/693, d1=0.397, d2=0.317 g=2.110 2/2 [==============================] - 0s 14ms/step >33, 38/693, d1=0.557, d2=0.392 g=2.189 2/2 [==============================] - 0s 13ms/step >33, 39/693, d1=0.350, d2=0.508 g=3.013 2/2 [==============================] - 0s 12ms/step >33, 40/693, d1=0.454, d2=0.366 g=2.478 2/2 [==============================] - 0s 15ms/step >33, 41/693, d1=0.240, d2=0.244 g=2.920 2/2 [==============================] - 0s 14ms/step >33, 42/693, d1=0.478, d2=0.322 g=2.306 2/2 [==============================] - 0s 15ms/step >33, 43/693, d1=0.380, d2=0.335 g=2.452 2/2 [==============================] - 0s 14ms/step >33, 44/693, d1=0.420, d2=0.306 g=2.568 2/2 [==============================] - 0s 14ms/step >33, 45/693, d1=0.430, d2=0.391 g=2.309 2/2 [==============================] - 0s 13ms/step >33, 46/693, d1=0.378, d2=0.454 g=2.888 2/2 [==============================] - 0s 12ms/step >33, 47/693, d1=0.411, d2=0.394 g=2.793 2/2 [==============================] - 0s 13ms/step >33, 48/693, d1=0.506, d2=0.349 g=2.795 2/2 [==============================] - 0s 12ms/step >33, 49/693, d1=0.341, d2=0.285 g=2.590 2/2 [==============================] - 0s 12ms/step >33, 50/693, d1=0.421, d2=0.435 g=2.409 2/2 [==============================] - 0s 13ms/step >33, 51/693, d1=0.380, d2=0.394 g=3.351 2/2 [==============================] - 0s 14ms/step >33, 52/693, d1=0.323, d2=0.276 g=4.057 2/2 [==============================] - 0s 14ms/step >33, 53/693, d1=0.275, d2=0.265 g=4.334 2/2 [==============================] - 0s 13ms/step >33, 54/693, d1=0.472, d2=0.220 g=3.461 2/2 [==============================] - 0s 13ms/step >33, 55/693, d1=0.326, d2=0.346 g=3.063 2/2 [==============================] - 0s 14ms/step >33, 56/693, d1=0.317, d2=0.398 g=2.695 2/2 [==============================] - 0s 14ms/step >33, 57/693, d1=0.289, d2=0.297 g=2.954 2/2 [==============================] - 0s 13ms/step >33, 58/693, d1=0.369, d2=0.297 g=2.364 2/2 [==============================] - 0s 13ms/step >33, 59/693, d1=0.420, d2=0.353 g=2.366 2/2 [==============================] - 0s 13ms/step >33, 60/693, d1=0.344, d2=0.477 g=3.366 2/2 [==============================] - 0s 13ms/step >33, 61/693, d1=0.444, d2=0.465 g=3.740 2/2 [==============================] - 0s 11ms/step >33, 62/693, d1=0.664, d2=0.270 g=3.822 2/2 [==============================] - 0s 13ms/step >33, 63/693, d1=0.430, d2=0.319 g=2.674 2/2 [==============================] - 0s 14ms/step >33, 64/693, d1=0.330, d2=0.429 g=3.167 2/2 [==============================] - 0s 14ms/step >33, 65/693, d1=0.502, d2=0.263 g=3.003 2/2 [==============================] - 0s 15ms/step >33, 66/693, d1=0.384, d2=0.375 g=2.592 2/2 [==============================] - 0s 14ms/step >33, 67/693, d1=0.384, d2=0.374 g=2.631 2/2 [==============================] - 0s 13ms/step >33, 68/693, d1=0.390, d2=0.326 g=2.775 2/2 [==============================] - 0s 14ms/step >33, 69/693, d1=0.322, d2=0.328 g=2.245 2/2 [==============================] - 0s 13ms/step >33, 70/693, d1=0.448, d2=0.404 g=3.527 2/2 [==============================] - 0s 13ms/step >33, 71/693, d1=0.387, d2=0.330 g=2.481 2/2 [==============================] - 0s 14ms/step >33, 72/693, d1=0.305, d2=0.377 g=3.109 2/2 [==============================] - 0s 14ms/step >33, 73/693, d1=0.449, d2=0.369 g=2.843 2/2 [==============================] - 0s 14ms/step >33, 74/693, d1=0.282, d2=0.314 g=2.726 2/2 [==============================] - 0s 13ms/step >33, 75/693, d1=0.625, d2=0.405 g=1.956 2/2 [==============================] - 0s 14ms/step >33, 76/693, d1=0.386, d2=0.358 g=3.315 2/2 [==============================] - 0s 12ms/step >33, 77/693, d1=0.535, d2=0.364 g=2.646 2/2 [==============================] - 0s 12ms/step >33, 78/693, d1=0.369, d2=0.368 g=2.679 2/2 [==============================] - 0s 12ms/step >33, 79/693, d1=0.476, d2=0.379 g=2.588 2/2 [==============================] - 0s 13ms/step >33, 80/693, d1=0.368, d2=0.326 g=2.606 2/2 [==============================] - 0s 11ms/step >33, 81/693, d1=0.436, d2=0.426 g=2.534 2/2 [==============================] - 0s 14ms/step >33, 82/693, d1=0.414, d2=0.397 g=2.122 2/2 [==============================] - 0s 12ms/step >33, 83/693, d1=0.461, d2=0.553 g=2.974 2/2 [==============================] - 0s 13ms/step >33, 84/693, d1=0.445, d2=0.319 g=2.600 2/2 [==============================] - 0s 14ms/step >33, 85/693, d1=0.561, d2=0.341 g=2.790 2/2 [==============================] - 0s 12ms/step >33, 86/693, d1=0.541, d2=0.321 g=2.489 2/2 [==============================] - 0s 14ms/step >33, 87/693, d1=0.334, d2=0.471 g=2.716 2/2 [==============================] - 0s 13ms/step >33, 88/693, d1=0.415, d2=0.339 g=2.843 2/2 [==============================] - 0s 12ms/step >33, 89/693, d1=0.413, d2=0.295 g=3.235 2/2 [==============================] - 0s 13ms/step >33, 90/693, d1=0.500, d2=0.398 g=2.856 2/2 [==============================] - 0s 13ms/step >33, 91/693, d1=0.471, d2=0.331 g=2.067 2/2 [==============================] - 0s 13ms/step >33, 92/693, d1=0.423, d2=0.376 g=2.591 2/2 [==============================] - 0s 14ms/step >33, 93/693, d1=0.447, d2=0.464 g=2.249 2/2 [==============================] - 0s 13ms/step >33, 94/693, d1=0.238, d2=0.360 g=2.765 2/2 [==============================] - 0s 14ms/step >33, 95/693, d1=0.437, d2=0.370 g=2.154 2/2 [==============================] - 0s 13ms/step >33, 96/693, d1=0.371, d2=0.301 g=2.423 2/2 [==============================] - 0s 12ms/step >33, 97/693, d1=0.502, d2=0.328 g=2.221 2/2 [==============================] - 0s 14ms/step >33, 98/693, d1=0.550, d2=0.470 g=2.581 2/2 [==============================] - 0s 13ms/step >33, 99/693, d1=0.257, d2=0.332 g=2.262 2/2 [==============================] - 0s 13ms/step >33, 100/693, d1=0.498, d2=0.427 g=3.125 2/2 [==============================] - 0s 13ms/step >33, 101/693, d1=0.418, d2=0.348 g=2.852 2/2 [==============================] - 0s 13ms/step >33, 102/693, d1=0.520, d2=0.305 g=2.430 2/2 [==============================] - 0s 12ms/step >33, 103/693, d1=0.341, d2=0.285 g=2.571 2/2 [==============================] - 0s 12ms/step >33, 104/693, d1=0.341, d2=0.375 g=2.266 2/2 [==============================] - 0s 13ms/step >33, 105/693, d1=0.386, d2=0.309 g=2.399 2/2 [==============================] - 0s 14ms/step >33, 106/693, d1=0.359, d2=0.373 g=2.391 2/2 [==============================] - 0s 14ms/step >33, 107/693, d1=0.539, d2=0.380 g=2.369 2/2 [==============================] - 0s 13ms/step >33, 108/693, d1=0.440, d2=0.431 g=2.396 2/2 [==============================] - 0s 15ms/step >33, 109/693, d1=0.464, d2=0.380 g=2.693 2/2 [==============================] - 0s 12ms/step >33, 110/693, d1=0.482, d2=0.313 g=2.477 2/2 [==============================] - 0s 13ms/step >33, 111/693, d1=0.442, d2=0.341 g=2.816 2/2 [==============================] - 0s 14ms/step >33, 112/693, d1=0.284, d2=0.351 g=2.348 2/2 [==============================] - 0s 16ms/step >33, 113/693, d1=0.394, d2=0.333 g=3.228 2/2 [==============================] - 0s 13ms/step >33, 114/693, d1=0.614, d2=0.393 g=2.526 2/2 [==============================] - 0s 14ms/step >33, 115/693, d1=0.302, d2=0.372 g=2.119 2/2 [==============================] - 0s 14ms/step >33, 116/693, d1=0.322, d2=0.289 g=2.338 2/2 [==============================] - 0s 13ms/step >33, 117/693, d1=0.513, d2=0.384 g=2.756 2/2 [==============================] - 0s 14ms/step >33, 118/693, d1=0.336, d2=0.587 g=2.500 2/2 [==============================] - 0s 12ms/step >33, 119/693, d1=0.285, d2=0.419 g=2.368 2/2 [==============================] - 0s 14ms/step >33, 120/693, d1=0.536, d2=0.231 g=2.192 2/2 [==============================] - 0s 12ms/step >33, 121/693, d1=0.545, d2=0.320 g=2.224 2/2 [==============================] - 0s 13ms/step >33, 122/693, d1=0.349, d2=0.533 g=2.805 2/2 [==============================] - 0s 13ms/step >33, 123/693, d1=0.477, d2=0.268 g=2.415 2/2 [==============================] - 0s 14ms/step >33, 124/693, d1=0.375, d2=0.547 g=2.599 2/2 [==============================] - 0s 14ms/step >33, 125/693, d1=0.405, d2=0.349 g=2.344 2/2 [==============================] - 0s 13ms/step >33, 126/693, d1=0.505, d2=0.335 g=2.516 2/2 [==============================] - 0s 12ms/step >33, 127/693, d1=0.375, d2=0.465 g=2.386 2/2 [==============================] - 0s 13ms/step >33, 128/693, d1=0.497, d2=0.316 g=2.661 2/2 [==============================] - 0s 12ms/step >33, 129/693, d1=0.355, d2=0.376 g=2.166 2/2 [==============================] - 0s 13ms/step >33, 130/693, d1=0.283, d2=0.435 g=2.386 2/2 [==============================] - 0s 14ms/step >33, 131/693, d1=0.451, d2=0.411 g=3.116 2/2 [==============================] - 0s 13ms/step >33, 132/693, d1=0.428, d2=0.338 g=2.185 2/2 [==============================] - 0s 14ms/step >33, 133/693, d1=0.641, d2=0.406 g=2.563 2/2 [==============================] - 0s 14ms/step >33, 134/693, d1=0.371, d2=0.386 g=2.241 2/2 [==============================] - 0s 14ms/step >33, 135/693, d1=0.459, d2=0.287 g=2.911 2/2 [==============================] - 0s 12ms/step >33, 136/693, d1=0.359, d2=0.375 g=2.531 2/2 [==============================] - 0s 11ms/step >33, 137/693, d1=0.467, d2=0.393 g=3.440 2/2 [==============================] - 0s 13ms/step >33, 138/693, d1=0.463, d2=0.384 g=2.091 2/2 [==============================] - 0s 15ms/step >33, 139/693, d1=0.324, d2=0.344 g=2.366 2/2 [==============================] - 0s 14ms/step >33, 140/693, d1=0.413, d2=0.279 g=2.656 2/2 [==============================] - 0s 12ms/step >33, 141/693, d1=0.405, d2=0.390 g=2.274 2/2 [==============================] - 0s 13ms/step >33, 142/693, d1=0.485, d2=0.276 g=2.038 2/2 [==============================] - 0s 13ms/step >33, 143/693, d1=0.418, d2=0.445 g=2.387 2/2 [==============================] - 0s 13ms/step >33, 144/693, d1=0.360, d2=0.349 g=2.422 2/2 [==============================] - 0s 13ms/step >33, 145/693, d1=0.361, d2=0.390 g=2.471 2/2 [==============================] - 0s 12ms/step >33, 146/693, d1=0.323, d2=0.233 g=2.680 2/2 [==============================] - 0s 12ms/step >33, 147/693, d1=0.492, d2=0.328 g=2.491 2/2 [==============================] - 0s 14ms/step >33, 148/693, d1=0.469, d2=0.355 g=2.039 2/2 [==============================] - 0s 15ms/step >33, 149/693, d1=0.333, d2=0.335 g=2.518 2/2 [==============================] - 0s 11ms/step >33, 150/693, d1=0.323, d2=0.314 g=2.012 2/2 [==============================] - 0s 14ms/step >33, 151/693, d1=0.346, d2=0.416 g=2.311 2/2 [==============================] - 0s 12ms/step >33, 152/693, d1=0.402, d2=0.295 g=2.494 2/2 [==============================] - 0s 14ms/step >33, 153/693, d1=0.444, d2=0.351 g=2.726 2/2 [==============================] - 0s 11ms/step >33, 154/693, d1=0.406, d2=0.480 g=2.491 2/2 [==============================] - 0s 14ms/step >33, 155/693, d1=0.345, d2=0.381 g=2.775 2/2 [==============================] - 0s 13ms/step >33, 156/693, d1=0.485, d2=0.278 g=3.253 2/2 [==============================] - 0s 13ms/step >33, 157/693, d1=0.474, d2=0.367 g=2.597 2/2 [==============================] - 0s 12ms/step >33, 158/693, d1=0.413, d2=0.312 g=2.742 2/2 [==============================] - 0s 13ms/step >33, 159/693, d1=0.348, d2=0.322 g=2.390 2/2 [==============================] - 0s 14ms/step >33, 160/693, d1=0.363, d2=0.352 g=1.928 2/2 [==============================] - 0s 13ms/step >33, 161/693, d1=0.448, d2=0.389 g=2.324 2/2 [==============================] - 0s 14ms/step >33, 162/693, d1=0.447, d2=0.396 g=2.687 2/2 [==============================] - 0s 12ms/step >33, 163/693, d1=0.416, d2=0.424 g=2.434 2/2 [==============================] - 0s 16ms/step >33, 164/693, d1=0.382, d2=0.370 g=3.228 2/2 [==============================] - 0s 14ms/step >33, 165/693, d1=0.538, d2=0.550 g=2.795 2/2 [==============================] - 0s 14ms/step >33, 166/693, d1=0.492, d2=0.315 g=3.843 2/2 [==============================] - 0s 14ms/step >33, 167/693, d1=0.601, d2=0.324 g=2.925 2/2 [==============================] - 0s 14ms/step >33, 168/693, d1=0.347, d2=0.396 g=4.000 2/2 [==============================] - 0s 14ms/step >33, 169/693, d1=0.316, d2=0.377 g=3.798 2/2 [==============================] - 0s 14ms/step >33, 170/693, d1=0.266, d2=0.377 g=3.059 2/2 [==============================] - 0s 13ms/step >33, 171/693, d1=0.482, d2=0.285 g=4.228 2/2 [==============================] - 0s 14ms/step >33, 172/693, d1=0.499, d2=0.333 g=3.293 2/2 [==============================] - 0s 12ms/step >33, 173/693, d1=0.459, d2=0.409 g=3.036 2/2 [==============================] - 0s 14ms/step >33, 174/693, d1=0.351, d2=0.354 g=3.002 2/2 [==============================] - 0s 13ms/step >33, 175/693, d1=0.466, d2=0.402 g=3.263 2/2 [==============================] - 0s 13ms/step >33, 176/693, d1=0.394, d2=0.315 g=4.048 2/2 [==============================] - 0s 12ms/step >33, 177/693, d1=0.459, d2=0.413 g=3.305 2/2 [==============================] - 0s 12ms/step >33, 178/693, d1=0.442, d2=0.265 g=3.876 2/2 [==============================] - 0s 13ms/step >33, 179/693, d1=0.332, d2=0.551 g=3.812 2/2 [==============================] - 0s 12ms/step >33, 180/693, d1=0.506, d2=0.308 g=4.107 2/2 [==============================] - 0s 12ms/step >33, 181/693, d1=0.367, d2=0.338 g=2.617 2/2 [==============================] - 0s 13ms/step >33, 182/693, d1=0.398, d2=0.304 g=2.561 2/2 [==============================] - 0s 14ms/step >33, 183/693, d1=0.378, d2=0.446 g=3.274 2/2 [==============================] - 0s 11ms/step >33, 184/693, d1=0.309, d2=0.372 g=3.421 2/2 [==============================] - 0s 14ms/step >33, 185/693, d1=0.461, d2=0.309 g=2.784 2/2 [==============================] - 0s 12ms/step >33, 186/693, d1=0.493, d2=0.306 g=2.380 2/2 [==============================] - 0s 14ms/step >33, 187/693, d1=0.351, d2=0.350 g=2.660 2/2 [==============================] - 0s 14ms/step >33, 188/693, d1=0.386, d2=0.398 g=3.245 2/2 [==============================] - 0s 12ms/step >33, 189/693, d1=0.321, d2=0.344 g=3.720 2/2 [==============================] - 0s 12ms/step >33, 190/693, d1=0.343, d2=0.287 g=3.882 2/2 [==============================] - 0s 14ms/step >33, 191/693, d1=0.437, d2=0.280 g=3.988 2/2 [==============================] - 0s 13ms/step >33, 192/693, d1=0.380, d2=0.492 g=3.266 2/2 [==============================] - 0s 14ms/step >33, 193/693, d1=0.655, d2=0.392 g=2.887 2/2 [==============================] - 0s 13ms/step >33, 194/693, d1=0.359, d2=0.367 g=3.397 2/2 [==============================] - 0s 14ms/step >33, 195/693, d1=0.456, d2=0.324 g=3.156 2/2 [==============================] - 0s 14ms/step >33, 196/693, d1=0.389, d2=0.415 g=4.120 2/2 [==============================] - 0s 12ms/step >33, 197/693, d1=0.296, d2=0.308 g=4.068 2/2 [==============================] - 0s 13ms/step >33, 198/693, d1=0.503, d2=0.310 g=2.463 2/2 [==============================] - 0s 13ms/step >33, 199/693, d1=0.520, d2=0.395 g=3.023 2/2 [==============================] - 0s 12ms/step >33, 200/693, d1=0.357, d2=0.516 g=2.244 2/2 [==============================] - 0s 13ms/step >33, 201/693, d1=0.551, d2=0.332 g=4.563 2/2 [==============================] - 0s 12ms/step >33, 202/693, d1=0.319, d2=0.323 g=4.015 2/2 [==============================] - 0s 15ms/step >33, 203/693, d1=0.440, d2=0.395 g=3.143 2/2 [==============================] - 0s 16ms/step >33, 204/693, d1=0.371, d2=0.323 g=2.851 2/2 [==============================] - 0s 14ms/step >33, 205/693, d1=0.360, d2=0.272 g=2.437 2/2 [==============================] - 0s 12ms/step >33, 206/693, d1=0.469, d2=0.419 g=4.030 2/2 [==============================] - 0s 14ms/step >33, 207/693, d1=0.373, d2=0.405 g=4.607 2/2 [==============================] - 0s 14ms/step >33, 208/693, d1=0.612, d2=0.391 g=3.181 2/2 [==============================] - 0s 13ms/step >33, 209/693, d1=0.463, d2=0.355 g=3.015 2/2 [==============================] - 0s 12ms/step >33, 210/693, d1=0.451, d2=0.314 g=2.511 2/2 [==============================] - 0s 13ms/step >33, 211/693, d1=0.288, d2=0.490 g=3.749 2/2 [==============================] - 0s 13ms/step >33, 212/693, d1=0.538, d2=0.382 g=4.678 2/2 [==============================] - 0s 17ms/step >33, 213/693, d1=0.499, d2=0.373 g=3.184 2/2 [==============================] - 0s 14ms/step >33, 214/693, d1=0.407, d2=0.336 g=2.697 2/2 [==============================] - 0s 12ms/step >33, 215/693, d1=0.399, d2=0.365 g=2.847 2/2 [==============================] - 0s 12ms/step >33, 216/693, d1=0.393, d2=0.507 g=3.174 2/2 [==============================] - 0s 13ms/step >33, 217/693, d1=0.410, d2=0.390 g=3.571 2/2 [==============================] - 0s 13ms/step >33, 218/693, d1=0.443, d2=0.409 g=3.200 2/2 [==============================] - 0s 12ms/step >33, 219/693, d1=0.433, d2=0.319 g=3.749 2/2 [==============================] - 0s 12ms/step >33, 220/693, d1=0.375, d2=0.280 g=4.345 2/2 [==============================] - 0s 13ms/step >33, 221/693, d1=0.364, d2=0.373 g=3.331 2/2 [==============================] - 0s 13ms/step >33, 222/693, d1=0.375, d2=0.366 g=3.668 2/2 [==============================] - 0s 11ms/step >33, 223/693, d1=0.445, d2=0.239 g=3.345 2/2 [==============================] - 0s 14ms/step >33, 224/693, d1=0.414, d2=0.378 g=3.118 2/2 [==============================] - 0s 14ms/step >33, 225/693, d1=0.385, d2=0.368 g=3.910 2/2 [==============================] - 0s 13ms/step >33, 226/693, d1=0.303, d2=0.385 g=4.042 2/2 [==============================] - 0s 13ms/step >33, 227/693, d1=0.331, d2=0.244 g=2.349 2/2 [==============================] - 0s 12ms/step >33, 228/693, d1=0.484, d2=0.395 g=3.207 2/2 [==============================] - 0s 14ms/step >33, 229/693, d1=0.490, d2=0.504 g=3.383 2/2 [==============================] - 0s 13ms/step >33, 230/693, d1=0.472, d2=0.424 g=3.134 2/2 [==============================] - 0s 14ms/step >33, 231/693, d1=0.373, d2=0.346 g=3.347 2/2 [==============================] - 0s 13ms/step >33, 232/693, d1=0.525, d2=0.298 g=3.143 2/2 [==============================] - 0s 14ms/step >33, 233/693, d1=0.362, d2=0.333 g=2.671 2/2 [==============================] - 0s 14ms/step >33, 234/693, d1=0.347, d2=0.378 g=2.587 2/2 [==============================] - 0s 14ms/step >33, 235/693, d1=0.576, d2=0.356 g=3.742 2/2 [==============================] - 0s 12ms/step >33, 236/693, d1=0.351, d2=0.335 g=3.564 2/2 [==============================] - 0s 14ms/step >33, 237/693, d1=0.404, d2=0.409 g=3.695 2/2 [==============================] - 0s 14ms/step >33, 238/693, d1=0.357, d2=0.360 g=2.380 2/2 [==============================] - 0s 14ms/step >33, 239/693, d1=0.480, d2=0.383 g=3.284 2/2 [==============================] - 0s 11ms/step >33, 240/693, d1=0.559, d2=0.356 g=2.606 2/2 [==============================] - 0s 14ms/step >33, 241/693, d1=0.473, d2=0.395 g=1.927 2/2 [==============================] - 0s 13ms/step >33, 242/693, d1=0.416, d2=0.340 g=3.241 2/2 [==============================] - 0s 14ms/step >33, 243/693, d1=0.486, d2=0.510 g=2.560 2/2 [==============================] - 0s 13ms/step >33, 244/693, d1=0.413, d2=0.334 g=2.294 2/2 [==============================] - 0s 13ms/step >33, 245/693, d1=0.587, d2=0.348 g=4.149 2/2 [==============================] - 0s 12ms/step >33, 246/693, d1=0.556, d2=0.554 g=3.349 2/2 [==============================] - 0s 14ms/step >33, 247/693, d1=0.426, d2=0.272 g=2.905 2/2 [==============================] - 0s 12ms/step >33, 248/693, d1=0.475, d2=0.513 g=2.465 2/2 [==============================] - 0s 14ms/step >33, 249/693, d1=0.540, d2=0.344 g=3.785 2/2 [==============================] - 0s 13ms/step >33, 250/693, d1=0.423, d2=0.345 g=3.247 2/2 [==============================] - 0s 13ms/step >33, 251/693, d1=0.391, d2=0.448 g=3.437 2/2 [==============================] - 0s 15ms/step >33, 252/693, d1=0.287, d2=0.411 g=3.021 2/2 [==============================] - 0s 14ms/step >33, 253/693, d1=0.438, d2=0.411 g=3.780 2/2 [==============================] - 0s 11ms/step >33, 254/693, d1=0.390, d2=0.308 g=3.203 2/2 [==============================] - 0s 12ms/step >33, 255/693, d1=0.466, d2=0.295 g=2.910 2/2 [==============================] - 0s 12ms/step >33, 256/693, d1=0.373, d2=0.399 g=2.359 2/2 [==============================] - 0s 15ms/step >33, 257/693, d1=0.431, d2=0.362 g=3.635 2/2 [==============================] - 0s 14ms/step >33, 258/693, d1=0.412, d2=0.406 g=3.677 2/2 [==============================] - 0s 12ms/step >33, 259/693, d1=0.408, d2=0.349 g=3.536 2/2 [==============================] - 0s 13ms/step >33, 260/693, d1=0.367, d2=0.296 g=3.116 2/2 [==============================] - 0s 12ms/step >33, 261/693, d1=0.416, d2=0.373 g=3.041 2/2 [==============================] - 0s 15ms/step >33, 262/693, d1=0.462, d2=0.418 g=2.858 2/2 [==============================] - 0s 14ms/step >33, 263/693, d1=0.369, d2=0.424 g=3.411 2/2 [==============================] - 0s 14ms/step >33, 264/693, d1=0.352, d2=0.274 g=3.283 2/2 [==============================] - 0s 12ms/step >33, 265/693, d1=0.492, d2=0.359 g=2.822 2/2 [==============================] - 0s 13ms/step >33, 266/693, d1=0.469, d2=0.363 g=4.481 2/2 [==============================] - 0s 12ms/step >33, 267/693, d1=0.388, d2=0.306 g=4.502 2/2 [==============================] - 0s 12ms/step >33, 268/693, d1=0.477, d2=0.316 g=2.534 2/2 [==============================] - 0s 13ms/step >33, 269/693, d1=0.293, d2=0.349 g=3.886 2/2 [==============================] - 0s 13ms/step >33, 270/693, d1=0.338, d2=0.365 g=2.983 2/2 [==============================] - 0s 13ms/step >33, 271/693, d1=0.366, d2=0.319 g=2.680 2/2 [==============================] - 0s 14ms/step >33, 272/693, d1=0.503, d2=0.286 g=3.039 2/2 [==============================] - 0s 14ms/step >33, 273/693, d1=0.482, d2=0.409 g=2.274 2/2 [==============================] - 0s 12ms/step >33, 274/693, d1=0.439, d2=0.494 g=3.165 2/2 [==============================] - 0s 13ms/step >33, 275/693, d1=0.352, d2=0.402 g=4.106 2/2 [==============================] - 0s 12ms/step >33, 276/693, d1=0.470, d2=0.286 g=3.448 2/2 [==============================] - 0s 13ms/step >33, 277/693, d1=0.505, d2=0.404 g=3.292 2/2 [==============================] - 0s 13ms/step >33, 278/693, d1=0.434, d2=0.261 g=3.943 2/2 [==============================] - 0s 12ms/step >33, 279/693, d1=0.300, d2=0.288 g=2.808 2/2 [==============================] - 0s 12ms/step >33, 280/693, d1=0.553, d2=0.414 g=2.855 2/2 [==============================] - 0s 13ms/step >33, 281/693, d1=0.357, d2=0.247 g=2.061 2/2 [==============================] - 0s 13ms/step >33, 282/693, d1=0.367, d2=0.387 g=2.231 2/2 [==============================] - 0s 13ms/step >33, 283/693, d1=0.488, d2=0.337 g=3.550 2/2 [==============================] - 0s 13ms/step >33, 284/693, d1=0.398, d2=0.300 g=2.744 2/2 [==============================] - 0s 13ms/step >33, 285/693, d1=0.530, d2=0.302 g=2.486 2/2 [==============================] - 0s 14ms/step >33, 286/693, d1=0.328, d2=0.390 g=2.166 2/2 [==============================] - 0s 12ms/step >33, 287/693, d1=0.453, d2=0.400 g=2.982 2/2 [==============================] - 0s 13ms/step >33, 288/693, d1=0.433, d2=0.338 g=2.232 2/2 [==============================] - 0s 12ms/step >33, 289/693, d1=0.434, d2=0.338 g=2.770 2/2 [==============================] - 0s 12ms/step >33, 290/693, d1=0.343, d2=0.415 g=2.830 2/2 [==============================] - 0s 12ms/step >33, 291/693, d1=0.339, d2=0.296 g=3.425 2/2 [==============================] - 0s 14ms/step >33, 292/693, d1=0.399, d2=0.418 g=3.119 2/2 [==============================] - 0s 14ms/step >33, 293/693, d1=0.481, d2=0.390 g=2.850 2/2 [==============================] - 0s 12ms/step >33, 294/693, d1=0.397, d2=0.391 g=2.400 2/2 [==============================] - 0s 14ms/step >33, 295/693, d1=0.437, d2=0.332 g=3.297 2/2 [==============================] - 0s 14ms/step >33, 296/693, d1=0.437, d2=0.304 g=2.250 2/2 [==============================] - 0s 14ms/step >33, 297/693, d1=0.318, d2=0.480 g=2.454 2/2 [==============================] - 0s 13ms/step >33, 298/693, d1=0.404, d2=0.327 g=2.548 2/2 [==============================] - 0s 13ms/step >33, 299/693, d1=0.392, d2=0.315 g=3.431 2/2 [==============================] - 0s 13ms/step >33, 300/693, d1=0.392, d2=0.299 g=2.517 2/2 [==============================] - 0s 13ms/step >33, 301/693, d1=0.338, d2=0.368 g=3.135 2/2 [==============================] - 0s 13ms/step >33, 302/693, d1=0.350, d2=0.437 g=2.978 2/2 [==============================] - 0s 14ms/step >33, 303/693, d1=0.571, d2=0.281 g=3.230 2/2 [==============================] - 0s 14ms/step >33, 304/693, d1=0.407, d2=0.432 g=4.071 2/2 [==============================] - 0s 15ms/step >33, 305/693, d1=0.401, d2=0.399 g=3.747 2/2 [==============================] - 0s 14ms/step >33, 306/693, d1=0.492, d2=0.285 g=2.491 2/2 [==============================] - 0s 12ms/step >33, 307/693, d1=0.492, d2=0.454 g=2.551 2/2 [==============================] - 0s 12ms/step >33, 308/693, d1=0.555, d2=0.411 g=3.189 2/2 [==============================] - 0s 13ms/step >33, 309/693, d1=0.359, d2=0.383 g=3.006 2/2 [==============================] - 0s 14ms/step >33, 310/693, d1=0.357, d2=0.348 g=3.355 2/2 [==============================] - 0s 14ms/step >33, 311/693, d1=0.484, d2=0.401 g=2.732 2/2 [==============================] - 0s 15ms/step >33, 312/693, d1=0.406, d2=0.322 g=2.903 2/2 [==============================] - 0s 13ms/step >33, 313/693, d1=0.435, d2=0.314 g=3.200 2/2 [==============================] - 0s 13ms/step >33, 314/693, d1=0.415, d2=0.372 g=2.872 2/2 [==============================] - 0s 13ms/step >33, 315/693, d1=0.341, d2=0.388 g=3.710 2/2 [==============================] - 0s 14ms/step >33, 316/693, d1=0.360, d2=0.445 g=2.801 2/2 [==============================] - 0s 12ms/step >33, 317/693, d1=0.548, d2=0.360 g=3.626 2/2 [==============================] - 0s 14ms/step >33, 318/693, d1=0.370, d2=0.286 g=2.459 2/2 [==============================] - 0s 13ms/step >33, 319/693, d1=0.416, d2=0.433 g=2.706 2/2 [==============================] - 0s 14ms/step >33, 320/693, d1=0.406, d2=0.460 g=2.619 2/2 [==============================] - 0s 12ms/step >33, 321/693, d1=0.438, d2=0.325 g=3.161 2/2 [==============================] - 0s 13ms/step >33, 322/693, d1=0.552, d2=0.392 g=3.124 2/2 [==============================] - 0s 14ms/step >33, 323/693, d1=0.452, d2=0.471 g=2.880 2/2 [==============================] - 0s 14ms/step >33, 324/693, d1=0.353, d2=0.236 g=3.636 2/2 [==============================] - 0s 14ms/step >33, 325/693, d1=0.532, d2=0.254 g=2.502 2/2 [==============================] - 0s 11ms/step >33, 326/693, d1=0.483, d2=0.400 g=2.628 2/2 [==============================] - 0s 14ms/step >33, 327/693, d1=0.302, d2=0.355 g=2.456 2/2 [==============================] - 0s 12ms/step >33, 328/693, d1=0.415, d2=0.357 g=3.271 2/2 [==============================] - 0s 13ms/step >33, 329/693, d1=0.450, d2=0.357 g=3.400 2/2 [==============================] - 0s 13ms/step >33, 330/693, d1=0.326, d2=0.285 g=2.833 2/2 [==============================] - 0s 15ms/step >33, 331/693, d1=0.446, d2=0.368 g=3.649 2/2 [==============================] - 0s 13ms/step >33, 332/693, d1=0.321, d2=0.331 g=3.172 2/2 [==============================] - 0s 13ms/step >33, 333/693, d1=0.399, d2=0.334 g=2.685 2/2 [==============================] - 0s 12ms/step >33, 334/693, d1=0.471, d2=0.346 g=3.279 2/2 [==============================] - 0s 13ms/step >33, 335/693, d1=0.398, d2=0.476 g=3.537 2/2 [==============================] - 0s 13ms/step >33, 336/693, d1=0.384, d2=0.249 g=2.791 2/2 [==============================] - 0s 14ms/step >33, 337/693, d1=0.370, d2=0.423 g=3.663 2/2 [==============================] - 0s 12ms/step >33, 338/693, d1=0.368, d2=0.313 g=2.746 2/2 [==============================] - 0s 13ms/step >33, 339/693, d1=0.421, d2=0.346 g=2.655 2/2 [==============================] - 0s 13ms/step >33, 340/693, d1=0.371, d2=0.353 g=3.291 2/2 [==============================] - 0s 13ms/step >33, 341/693, d1=0.390, d2=0.376 g=2.368 2/2 [==============================] - 0s 12ms/step >33, 342/693, d1=0.387, d2=0.347 g=2.793 2/2 [==============================] - 0s 15ms/step >33, 343/693, d1=0.524, d2=0.380 g=3.331 2/2 [==============================] - 0s 14ms/step >33, 344/693, d1=0.347, d2=0.284 g=2.639 2/2 [==============================] - 0s 14ms/step >33, 345/693, d1=0.401, d2=0.474 g=3.195 2/2 [==============================] - 0s 12ms/step >33, 346/693, d1=0.425, d2=0.470 g=3.243 2/2 [==============================] - 0s 12ms/step >33, 347/693, d1=0.401, d2=0.385 g=3.305 2/2 [==============================] - 0s 11ms/step >33, 348/693, d1=0.483, d2=0.336 g=1.951 2/2 [==============================] - 0s 14ms/step >33, 349/693, d1=0.454, d2=0.408 g=3.184 2/2 [==============================] - 0s 14ms/step >33, 350/693, d1=0.521, d2=0.393 g=2.868 2/2 [==============================] - 0s 14ms/step >33, 351/693, d1=0.406, d2=0.343 g=2.523 2/2 [==============================] - 0s 13ms/step >33, 352/693, d1=0.513, d2=0.430 g=2.550 2/2 [==============================] - 0s 13ms/step >33, 353/693, d1=0.492, d2=0.430 g=3.035 2/2 [==============================] - 0s 14ms/step >33, 354/693, d1=0.301, d2=0.337 g=2.959 2/2 [==============================] - 0s 14ms/step >33, 355/693, d1=0.316, d2=0.296 g=2.614 2/2 [==============================] - 0s 12ms/step >33, 356/693, d1=0.459, d2=0.304 g=3.450 2/2 [==============================] - 0s 12ms/step >33, 357/693, d1=0.287, d2=0.343 g=2.690 2/2 [==============================] - 0s 13ms/step >33, 358/693, d1=0.588, d2=0.434 g=3.231 2/2 [==============================] - 0s 13ms/step >33, 359/693, d1=0.576, d2=0.348 g=2.462 2/2 [==============================] - 0s 14ms/step >33, 360/693, d1=0.331, d2=0.333 g=2.789 2/2 [==============================] - 0s 12ms/step >33, 361/693, d1=0.424, d2=0.393 g=2.434 2/2 [==============================] - 0s 13ms/step >33, 362/693, d1=0.561, d2=0.362 g=3.114 2/2 [==============================] - 0s 12ms/step >33, 363/693, d1=0.336, d2=0.464 g=3.012 2/2 [==============================] - 0s 13ms/step >33, 364/693, d1=0.533, d2=0.286 g=3.364 2/2 [==============================] - 0s 13ms/step >33, 365/693, d1=0.417, d2=0.524 g=3.380 2/2 [==============================] - 0s 13ms/step >33, 366/693, d1=0.375, d2=0.318 g=3.487 2/2 [==============================] - 0s 14ms/step >33, 367/693, d1=0.288, d2=0.321 g=3.751 2/2 [==============================] - 0s 11ms/step >33, 368/693, d1=0.422, d2=0.256 g=3.349 2/2 [==============================] - 0s 14ms/step >33, 369/693, d1=0.395, d2=0.494 g=2.479 2/2 [==============================] - 0s 10ms/step >33, 370/693, d1=0.427, d2=0.384 g=2.461 2/2 [==============================] - 0s 12ms/step >33, 371/693, d1=0.513, d2=0.349 g=2.542 2/2 [==============================] - 0s 12ms/step >33, 372/693, d1=0.409, d2=0.442 g=3.181 2/2 [==============================] - 0s 12ms/step >33, 373/693, d1=0.404, d2=0.403 g=3.099 2/2 [==============================] - 0s 13ms/step >33, 374/693, d1=0.304, d2=0.290 g=3.773 2/2 [==============================] - 0s 13ms/step >33, 375/693, d1=0.449, d2=0.273 g=2.920 2/2 [==============================] - 0s 15ms/step >33, 376/693, d1=0.447, d2=0.307 g=4.122 2/2 [==============================] - 0s 13ms/step >33, 377/693, d1=0.411, d2=0.323 g=2.603 2/2 [==============================] - 0s 15ms/step >33, 378/693, d1=0.367, d2=0.356 g=2.553 2/2 [==============================] - 0s 12ms/step >33, 379/693, d1=0.562, d2=0.382 g=3.293 2/2 [==============================] - 0s 12ms/step >33, 380/693, d1=0.402, d2=0.359 g=3.443 2/2 [==============================] - 0s 12ms/step >33, 381/693, d1=0.528, d2=0.360 g=3.010 2/2 [==============================] - 0s 12ms/step >33, 382/693, d1=0.388, d2=0.447 g=2.590 2/2 [==============================] - 0s 12ms/step >33, 383/693, d1=0.474, d2=0.448 g=2.177 2/2 [==============================] - 0s 12ms/step >33, 384/693, d1=0.428, d2=0.250 g=2.594 2/2 [==============================] - 0s 13ms/step >33, 385/693, d1=0.405, d2=0.373 g=3.216 2/2 [==============================] - 0s 13ms/step >33, 386/693, d1=0.403, d2=0.311 g=2.452 2/2 [==============================] - 0s 14ms/step >33, 387/693, d1=0.376, d2=0.359 g=3.393 2/2 [==============================] - 0s 16ms/step >33, 388/693, d1=0.440, d2=0.276 g=2.356 2/2 [==============================] - 0s 14ms/step >33, 389/693, d1=0.526, d2=0.378 g=3.525 2/2 [==============================] - 0s 14ms/step >33, 390/693, d1=0.413, d2=0.301 g=2.878 2/2 [==============================] - 0s 15ms/step >33, 391/693, d1=0.375, d2=0.344 g=2.490 2/2 [==============================] - 0s 12ms/step >33, 392/693, d1=0.284, d2=0.421 g=2.198 2/2 [==============================] - 0s 13ms/step >33, 393/693, d1=0.459, d2=0.409 g=2.357 2/2 [==============================] - 0s 12ms/step >33, 394/693, d1=0.381, d2=0.338 g=3.248 2/2 [==============================] - 0s 12ms/step >33, 395/693, d1=0.357, d2=0.357 g=2.900 2/2 [==============================] - 0s 15ms/step >33, 396/693, d1=0.407, d2=0.356 g=2.397 2/2 [==============================] - 0s 14ms/step >33, 397/693, d1=0.316, d2=0.247 g=2.070 2/2 [==============================] - 0s 12ms/step >33, 398/693, d1=0.454, d2=0.387 g=2.535 2/2 [==============================] - 0s 14ms/step >33, 399/693, d1=0.360, d2=0.403 g=2.333 2/2 [==============================] - 0s 15ms/step >33, 400/693, d1=0.485, d2=0.337 g=2.679 2/2 [==============================] - 0s 12ms/step >33, 401/693, d1=0.311, d2=0.317 g=2.682 2/2 [==============================] - 0s 12ms/step >33, 402/693, d1=0.384, d2=0.279 g=2.961 2/2 [==============================] - 0s 14ms/step >33, 403/693, d1=0.361, d2=0.446 g=2.568 2/2 [==============================] - 0s 12ms/step >33, 404/693, d1=0.367, d2=0.395 g=2.522 2/2 [==============================] - 0s 13ms/step >33, 405/693, d1=0.536, d2=0.277 g=2.667 2/2 [==============================] - 0s 14ms/step >33, 406/693, d1=0.496, d2=0.381 g=2.476 2/2 [==============================] - 0s 14ms/step >33, 407/693, d1=0.350, d2=0.460 g=3.643 2/2 [==============================] - 0s 13ms/step >33, 408/693, d1=0.325, d2=0.284 g=3.091 2/2 [==============================] - 0s 12ms/step >33, 409/693, d1=0.346, d2=0.436 g=2.851 2/2 [==============================] - 0s 14ms/step >33, 410/693, d1=0.521, d2=0.406 g=2.649 2/2 [==============================] - 0s 14ms/step >33, 411/693, d1=0.478, d2=0.302 g=2.667 2/2 [==============================] - 0s 14ms/step >33, 412/693, d1=0.399, d2=0.353 g=3.198 2/2 [==============================] - 0s 14ms/step >33, 413/693, d1=0.374, d2=0.352 g=2.799 2/2 [==============================] - 0s 12ms/step >33, 414/693, d1=0.431, d2=0.379 g=2.757 2/2 [==============================] - 0s 15ms/step >33, 415/693, d1=0.425, d2=0.407 g=2.933 2/2 [==============================] - 0s 13ms/step >33, 416/693, d1=0.457, d2=0.439 g=2.407 2/2 [==============================] - 0s 13ms/step >33, 417/693, d1=0.433, d2=0.250 g=2.887 2/2 [==============================] - 0s 15ms/step >33, 418/693, d1=0.387, d2=0.395 g=3.084 2/2 [==============================] - 0s 14ms/step >33, 419/693, d1=0.375, d2=0.318 g=3.181 2/2 [==============================] - 0s 12ms/step >33, 420/693, d1=0.339, d2=0.288 g=2.718 2/2 [==============================] - 0s 12ms/step >33, 421/693, d1=0.343, d2=0.421 g=2.983 2/2 [==============================] - 0s 14ms/step >33, 422/693, d1=0.445, d2=0.264 g=2.807 2/2 [==============================] - 0s 13ms/step >33, 423/693, d1=0.439, d2=0.281 g=2.509 2/2 [==============================] - 0s 14ms/step >33, 424/693, d1=0.380, d2=0.310 g=2.637 2/2 [==============================] - 0s 13ms/step >33, 425/693, d1=0.487, d2=0.479 g=2.418 2/2 [==============================] - 0s 14ms/step >33, 426/693, d1=0.411, d2=0.295 g=3.102 2/2 [==============================] - 0s 13ms/step >33, 427/693, d1=0.354, d2=0.291 g=2.938 2/2 [==============================] - 0s 16ms/step >33, 428/693, d1=0.405, d2=0.310 g=2.299 2/2 [==============================] - 0s 13ms/step >33, 429/693, d1=0.285, d2=0.366 g=2.776 2/2 [==============================] - 0s 14ms/step >33, 430/693, d1=0.376, d2=0.252 g=2.953 2/2 [==============================] - 0s 12ms/step >33, 431/693, d1=0.551, d2=0.437 g=2.544 2/2 [==============================] - 0s 12ms/step >33, 432/693, d1=0.327, d2=0.331 g=3.109 2/2 [==============================] - 0s 12ms/step >33, 433/693, d1=0.482, d2=0.388 g=3.481 2/2 [==============================] - 0s 12ms/step >33, 434/693, d1=0.359, d2=0.330 g=2.360 2/2 [==============================] - 0s 14ms/step >33, 435/693, d1=0.373, d2=0.395 g=2.402 2/2 [==============================] - 0s 14ms/step >33, 436/693, d1=0.431, d2=0.440 g=2.873 2/2 [==============================] - 0s 14ms/step >33, 437/693, d1=0.494, d2=0.385 g=3.140 2/2 [==============================] - 0s 13ms/step >33, 438/693, d1=0.342, d2=0.317 g=2.402 2/2 [==============================] - 0s 13ms/step >33, 439/693, d1=0.437, d2=0.308 g=3.621 2/2 [==============================] - 0s 13ms/step >33, 440/693, d1=0.322, d2=0.345 g=3.030 2/2 [==============================] - 0s 14ms/step >33, 441/693, d1=0.437, d2=0.355 g=2.729 2/2 [==============================] - 0s 14ms/step >33, 442/693, d1=0.589, d2=0.414 g=3.261 2/2 [==============================] - 0s 12ms/step >33, 443/693, d1=0.550, d2=0.401 g=2.822 2/2 [==============================] - 0s 13ms/step >33, 444/693, d1=0.481, d2=0.470 g=2.066 2/2 [==============================] - 0s 14ms/step >33, 445/693, d1=0.447, d2=0.460 g=3.057 2/2 [==============================] - 0s 14ms/step >33, 446/693, d1=0.335, d2=0.411 g=3.319 2/2 [==============================] - 0s 12ms/step >33, 447/693, d1=0.510, d2=0.309 g=2.870 2/2 [==============================] - 0s 14ms/step >33, 448/693, d1=0.447, d2=0.371 g=2.720 2/2 [==============================] - 0s 11ms/step >33, 449/693, d1=0.427, d2=0.455 g=2.487 2/2 [==============================] - 0s 13ms/step >33, 450/693, d1=0.420, d2=0.417 g=2.992 2/2 [==============================] - 0s 13ms/step >33, 451/693, d1=0.409, d2=0.427 g=4.313 2/2 [==============================] - 0s 14ms/step >33, 452/693, d1=0.297, d2=0.347 g=2.996 2/2 [==============================] - 0s 14ms/step >33, 453/693, d1=0.456, d2=0.237 g=2.702 2/2 [==============================] - 0s 12ms/step >33, 454/693, d1=0.383, d2=0.409 g=2.573 2/2 [==============================] - 0s 14ms/step >33, 455/693, d1=0.288, d2=0.312 g=2.802 2/2 [==============================] - 0s 13ms/step >33, 456/693, d1=0.384, d2=0.367 g=3.098 2/2 [==============================] - 0s 14ms/step >33, 457/693, d1=0.348, d2=0.374 g=3.172 2/2 [==============================] - 0s 12ms/step >33, 458/693, d1=0.353, d2=0.292 g=2.381 2/2 [==============================] - 0s 12ms/step >33, 459/693, d1=0.417, d2=0.265 g=3.337 2/2 [==============================] - 0s 11ms/step >33, 460/693, d1=0.515, d2=0.385 g=2.471 2/2 [==============================] - 0s 12ms/step >33, 461/693, d1=0.491, d2=0.437 g=2.276 2/2 [==============================] - 0s 13ms/step >33, 462/693, d1=0.294, d2=0.383 g=3.236 2/2 [==============================] - 0s 13ms/step >33, 463/693, d1=0.470, d2=0.301 g=2.349 2/2 [==============================] - 0s 13ms/step >33, 464/693, d1=0.347, d2=0.271 g=2.696 2/2 [==============================] - 0s 13ms/step >33, 465/693, d1=0.506, d2=0.537 g=2.605 2/2 [==============================] - 0s 11ms/step >33, 466/693, d1=0.478, d2=0.355 g=2.560 2/2 [==============================] - 0s 13ms/step >33, 467/693, d1=0.441, d2=0.451 g=3.111 2/2 [==============================] - 0s 13ms/step >33, 468/693, d1=0.429, d2=0.361 g=2.270 2/2 [==============================] - 0s 12ms/step >33, 469/693, d1=0.381, d2=0.319 g=2.931 2/2 [==============================] - 0s 13ms/step >33, 470/693, d1=0.402, d2=0.372 g=3.288 2/2 [==============================] - 0s 14ms/step >33, 471/693, d1=0.591, d2=0.270 g=2.867 2/2 [==============================] - 0s 14ms/step >33, 472/693, d1=0.456, d2=0.263 g=2.707 2/2 [==============================] - 0s 12ms/step >33, 473/693, d1=0.360, d2=0.434 g=2.510 2/2 [==============================] - 0s 12ms/step >33, 474/693, d1=0.505, d2=0.309 g=3.019 2/2 [==============================] - 0s 12ms/step >33, 475/693, d1=0.364, d2=0.444 g=3.654 2/2 [==============================] - 0s 17ms/step >33, 476/693, d1=0.562, d2=0.407 g=3.504 2/2 [==============================] - 0s 12ms/step >33, 477/693, d1=0.561, d2=0.444 g=2.863 2/2 [==============================] - 0s 14ms/step >33, 478/693, d1=0.426, d2=0.378 g=2.269 2/2 [==============================] - 0s 15ms/step >33, 479/693, d1=0.351, d2=0.378 g=2.939 2/2 [==============================] - 0s 14ms/step >33, 480/693, d1=0.515, d2=0.416 g=2.883 2/2 [==============================] - 0s 13ms/step >33, 481/693, d1=0.311, d2=0.302 g=3.143 2/2 [==============================] - 0s 13ms/step >33, 482/693, d1=0.396, d2=0.404 g=3.309 2/2 [==============================] - 0s 11ms/step >33, 483/693, d1=0.408, d2=0.411 g=2.564 2/2 [==============================] - 0s 14ms/step >33, 484/693, d1=0.250, d2=0.257 g=4.179 2/2 [==============================] - 0s 13ms/step >33, 485/693, d1=0.338, d2=0.271 g=3.799 2/2 [==============================] - 0s 13ms/step >33, 486/693, d1=0.460, d2=0.322 g=3.173 2/2 [==============================] - 0s 12ms/step >33, 487/693, d1=0.341, d2=0.417 g=3.538 2/2 [==============================] - 0s 12ms/step >33, 488/693, d1=0.416, d2=0.301 g=3.136 2/2 [==============================] - 0s 13ms/step >33, 489/693, d1=0.418, d2=0.301 g=2.445 2/2 [==============================] - 0s 13ms/step >33, 490/693, d1=0.468, d2=0.319 g=2.502 2/2 [==============================] - 0s 15ms/step >33, 491/693, d1=0.290, d2=0.451 g=3.694 2/2 [==============================] - 0s 13ms/step >33, 492/693, d1=0.465, d2=0.311 g=3.425 2/2 [==============================] - 0s 11ms/step >33, 493/693, d1=0.344, d2=0.341 g=2.451 2/2 [==============================] - 0s 14ms/step >33, 494/693, d1=0.374, d2=0.349 g=2.522 2/2 [==============================] - 0s 12ms/step >33, 495/693, d1=0.389, d2=0.263 g=3.006 2/2 [==============================] - 0s 14ms/step >33, 496/693, d1=0.366, d2=0.371 g=2.814 2/2 [==============================] - 0s 15ms/step >33, 497/693, d1=0.308, d2=0.339 g=3.438 2/2 [==============================] - 0s 13ms/step >33, 498/693, d1=0.426, d2=0.340 g=2.821 2/2 [==============================] - 0s 13ms/step >33, 499/693, d1=0.446, d2=0.388 g=3.256 2/2 [==============================] - 0s 13ms/step >33, 500/693, d1=0.427, d2=0.310 g=2.704 2/2 [==============================] - 0s 12ms/step >33, 501/693, d1=0.362, d2=0.431 g=3.292 2/2 [==============================] - 0s 14ms/step >33, 502/693, d1=0.340, d2=0.377 g=3.397 2/2 [==============================] - 0s 15ms/step >33, 503/693, d1=0.456, d2=0.251 g=3.782 2/2 [==============================] - 0s 13ms/step >33, 504/693, d1=0.520, d2=0.458 g=2.818 2/2 [==============================] - 0s 14ms/step >33, 505/693, d1=0.441, d2=0.352 g=2.790 2/2 [==============================] - 0s 12ms/step >33, 506/693, d1=0.515, d2=0.337 g=2.562 2/2 [==============================] - 0s 13ms/step >33, 507/693, d1=0.313, d2=0.386 g=3.141 2/2 [==============================] - 0s 14ms/step >33, 508/693, d1=0.388, d2=0.450 g=2.982 2/2 [==============================] - 0s 13ms/step >33, 509/693, d1=0.416, d2=0.274 g=3.123 2/2 [==============================] - 0s 12ms/step >33, 510/693, d1=0.454, d2=0.339 g=2.738 2/2 [==============================] - 0s 13ms/step >33, 511/693, d1=0.502, d2=0.475 g=2.868 2/2 [==============================] - 0s 13ms/step >33, 512/693, d1=0.411, d2=0.335 g=2.525 2/2 [==============================] - 0s 15ms/step >33, 513/693, d1=0.379, d2=0.458 g=3.530 2/2 [==============================] - 0s 13ms/step >33, 514/693, d1=0.422, d2=0.297 g=2.650 2/2 [==============================] - 0s 14ms/step >33, 515/693, d1=0.381, d2=0.438 g=3.250 2/2 [==============================] - 0s 14ms/step >33, 516/693, d1=0.513, d2=0.469 g=3.010 2/2 [==============================] - 0s 12ms/step >33, 517/693, d1=0.495, d2=0.326 g=2.443 2/2 [==============================] - 0s 15ms/step >33, 518/693, d1=0.355, d2=0.417 g=3.199 2/2 [==============================] - 0s 14ms/step >33, 519/693, d1=0.249, d2=0.312 g=3.432 2/2 [==============================] - 0s 13ms/step >33, 520/693, d1=0.515, d2=0.233 g=2.728 2/2 [==============================] - 0s 13ms/step >33, 521/693, d1=0.375, d2=0.432 g=2.733 2/2 [==============================] - 0s 12ms/step >33, 522/693, d1=0.321, d2=0.267 g=3.538 2/2 [==============================] - 0s 14ms/step >33, 523/693, d1=0.519, d2=0.277 g=2.679 2/2 [==============================] - 0s 14ms/step >33, 524/693, d1=0.481, d2=0.449 g=3.122 2/2 [==============================] - 0s 13ms/step >33, 525/693, d1=0.404, d2=0.422 g=3.252 2/2 [==============================] - 0s 18ms/step >33, 526/693, d1=0.430, d2=0.430 g=2.951 2/2 [==============================] - 0s 13ms/step >33, 527/693, d1=0.449, d2=0.324 g=3.101 2/2 [==============================] - 0s 12ms/step >33, 528/693, d1=0.404, d2=0.275 g=3.868 2/2 [==============================] - 0s 13ms/step >33, 529/693, d1=0.319, d2=0.202 g=6.955 2/2 [==============================] - 0s 11ms/step >33, 530/693, d1=0.501, d2=0.384 g=3.452 2/2 [==============================] - 0s 15ms/step >33, 531/693, d1=0.227, d2=0.284 g=3.002 2/2 [==============================] - 0s 14ms/step >33, 532/693, d1=0.365, d2=0.310 g=2.996 2/2 [==============================] - 0s 12ms/step >33, 533/693, d1=0.289, d2=0.387 g=3.253 2/2 [==============================] - 0s 13ms/step >33, 534/693, d1=0.431, d2=0.293 g=2.601 2/2 [==============================] - 0s 13ms/step >33, 535/693, d1=0.416, d2=0.421 g=3.144 2/2 [==============================] - 0s 14ms/step >33, 536/693, d1=0.518, d2=0.407 g=2.931 2/2 [==============================] - 0s 14ms/step >33, 537/693, d1=0.503, d2=0.317 g=2.852 2/2 [==============================] - 0s 12ms/step >33, 538/693, d1=0.456, d2=0.265 g=2.031 2/2 [==============================] - 0s 14ms/step >33, 539/693, d1=0.336, d2=0.390 g=1.961 2/2 [==============================] - 0s 13ms/step >33, 540/693, d1=0.378, d2=0.408 g=2.463 2/2 [==============================] - 0s 15ms/step >33, 541/693, d1=0.223, d2=0.310 g=3.519 2/2 [==============================] - 0s 13ms/step >33, 542/693, d1=0.409, d2=0.367 g=2.516 2/2 [==============================] - 0s 13ms/step >33, 543/693, d1=0.430, d2=0.381 g=3.307 2/2 [==============================] - 0s 13ms/step >33, 544/693, d1=0.579, d2=0.418 g=2.373 2/2 [==============================] - 0s 14ms/step >33, 545/693, d1=0.350, d2=0.312 g=3.362 2/2 [==============================] - 0s 14ms/step >33, 546/693, d1=0.466, d2=0.297 g=3.208 2/2 [==============================] - 0s 13ms/step >33, 547/693, d1=0.281, d2=0.408 g=2.922 2/2 [==============================] - 0s 15ms/step >33, 548/693, d1=0.352, d2=0.333 g=2.539 2/2 [==============================] - 0s 15ms/step >33, 549/693, d1=0.404, d2=0.325 g=3.713 2/2 [==============================] - 0s 14ms/step >33, 550/693, d1=0.522, d2=0.331 g=2.715 2/2 [==============================] - 0s 12ms/step >33, 551/693, d1=0.498, d2=0.429 g=2.735 2/2 [==============================] - 0s 13ms/step >33, 552/693, d1=0.349, d2=0.385 g=3.416 2/2 [==============================] - 0s 12ms/step >33, 553/693, d1=0.319, d2=0.301 g=3.725 2/2 [==============================] - 0s 15ms/step >33, 554/693, d1=0.545, d2=0.267 g=3.425 2/2 [==============================] - 0s 14ms/step >33, 555/693, d1=0.489, d2=0.389 g=2.755 2/2 [==============================] - 0s 14ms/step >33, 556/693, d1=0.315, d2=0.514 g=3.371 2/2 [==============================] - 0s 16ms/step >33, 557/693, d1=0.526, d2=0.286 g=2.473 2/2 [==============================] - 0s 14ms/step >33, 558/693, d1=0.368, d2=0.495 g=2.975 2/2 [==============================] - 0s 15ms/step >33, 559/693, d1=0.372, d2=0.298 g=2.998 2/2 [==============================] - 0s 12ms/step >33, 560/693, d1=0.591, d2=0.423 g=2.672 2/2 [==============================] - 0s 15ms/step >33, 561/693, d1=0.413, d2=0.342 g=2.433 2/2 [==============================] - 0s 17ms/step >33, 562/693, d1=0.299, d2=0.511 g=3.441 2/2 [==============================] - 0s 14ms/step >33, 563/693, d1=0.600, d2=0.297 g=2.852 2/2 [==============================] - 0s 14ms/step >33, 564/693, d1=0.459, d2=0.419 g=2.702 2/2 [==============================] - 0s 13ms/step >33, 565/693, d1=0.513, d2=0.378 g=3.342 2/2 [==============================] - 0s 14ms/step >33, 566/693, d1=0.485, d2=0.422 g=2.861 2/2 [==============================] - 0s 14ms/step >33, 567/693, d1=0.426, d2=0.373 g=2.991 2/2 [==============================] - 0s 13ms/step >33, 568/693, d1=0.361, d2=0.260 g=2.375 2/2 [==============================] - 0s 12ms/step >33, 569/693, d1=0.369, d2=0.239 g=2.524 2/2 [==============================] - 0s 12ms/step >33, 570/693, d1=0.312, d2=0.459 g=3.013 2/2 [==============================] - 0s 15ms/step >33, 571/693, d1=0.381, d2=0.320 g=3.053 2/2 [==============================] - 0s 13ms/step >33, 572/693, d1=0.436, d2=0.294 g=3.287 2/2 [==============================] - 0s 14ms/step >33, 573/693, d1=0.520, d2=0.367 g=2.252 2/2 [==============================] - 0s 13ms/step >33, 574/693, d1=0.426, d2=0.439 g=2.902 2/2 [==============================] - 0s 13ms/step >33, 575/693, d1=0.253, d2=0.410 g=2.499 2/2 [==============================] - 0s 10ms/step >33, 576/693, d1=0.468, d2=0.438 g=2.708 2/2 [==============================] - 0s 14ms/step >33, 577/693, d1=0.503, d2=0.429 g=2.895 2/2 [==============================] - 0s 12ms/step >33, 578/693, d1=0.380, d2=0.352 g=2.646 2/2 [==============================] - 0s 13ms/step >33, 579/693, d1=0.384, d2=0.431 g=2.842 2/2 [==============================] - 0s 12ms/step >33, 580/693, d1=0.517, d2=0.285 g=2.622 2/2 [==============================] - 0s 14ms/step >33, 581/693, d1=0.450, d2=0.490 g=2.896 2/2 [==============================] - 0s 12ms/step >33, 582/693, d1=0.304, d2=0.368 g=3.127 2/2 [==============================] - 0s 15ms/step >33, 583/693, d1=0.599, d2=0.250 g=2.429 2/2 [==============================] - 0s 12ms/step >33, 584/693, d1=0.444, d2=0.410 g=2.692 2/2 [==============================] - 0s 13ms/step >33, 585/693, d1=0.411, d2=0.320 g=2.789 2/2 [==============================] - 0s 14ms/step >33, 586/693, d1=0.505, d2=0.581 g=2.844 2/2 [==============================] - 0s 14ms/step >33, 587/693, d1=0.490, d2=0.325 g=4.710 2/2 [==============================] - 0s 17ms/step >33, 588/693, d1=0.608, d2=0.287 g=2.645 2/2 [==============================] - 0s 13ms/step >33, 589/693, d1=0.671, d2=0.411 g=2.739 2/2 [==============================] - 0s 12ms/step >33, 590/693, d1=0.329, d2=0.453 g=1.843 2/2 [==============================] - 0s 13ms/step >33, 591/693, d1=0.289, d2=0.355 g=3.585 2/2 [==============================] - 0s 13ms/step >33, 592/693, d1=0.357, d2=0.299 g=3.067 2/2 [==============================] - 0s 14ms/step >33, 593/693, d1=0.519, d2=0.332 g=3.287 2/2 [==============================] - 0s 12ms/step >33, 594/693, d1=0.396, d2=0.300 g=2.776 2/2 [==============================] - 0s 13ms/step >33, 595/693, d1=0.367, d2=0.409 g=2.808 2/2 [==============================] - 0s 13ms/step >33, 596/693, d1=0.530, d2=0.329 g=3.016 2/2 [==============================] - 0s 12ms/step >33, 597/693, d1=0.465, d2=0.397 g=2.940 2/2 [==============================] - 0s 13ms/step >33, 598/693, d1=0.400, d2=0.329 g=3.184 2/2 [==============================] - 0s 11ms/step >33, 599/693, d1=0.265, d2=0.359 g=2.476 2/2 [==============================] - 0s 12ms/step >33, 600/693, d1=0.329, d2=0.415 g=2.378 2/2 [==============================] - 0s 13ms/step >33, 601/693, d1=0.518, d2=0.330 g=2.969 2/2 [==============================] - 0s 15ms/step >33, 602/693, d1=0.462, d2=0.334 g=3.133 2/2 [==============================] - 0s 13ms/step >33, 603/693, d1=0.398, d2=0.327 g=2.688 2/2 [==============================] - 0s 15ms/step >33, 604/693, d1=0.504, d2=0.485 g=2.618 2/2 [==============================] - 0s 14ms/step >33, 605/693, d1=0.484, d2=0.413 g=2.286 2/2 [==============================] - 0s 13ms/step >33, 606/693, d1=0.326, d2=0.397 g=2.560 2/2 [==============================] - 0s 11ms/step >33, 607/693, d1=0.380, d2=0.399 g=2.444 2/2 [==============================] - 0s 12ms/step >33, 608/693, d1=0.475, d2=0.306 g=2.399 2/2 [==============================] - 0s 13ms/step >33, 609/693, d1=0.490, d2=0.344 g=2.897 2/2 [==============================] - 0s 13ms/step >33, 610/693, d1=0.331, d2=0.326 g=3.149 2/2 [==============================] - 0s 13ms/step >33, 611/693, d1=0.288, d2=0.324 g=2.570 2/2 [==============================] - 0s 14ms/step >33, 612/693, d1=0.331, d2=0.317 g=2.873 2/2 [==============================] - 0s 18ms/step >33, 613/693, d1=0.334, d2=0.318 g=2.829 2/2 [==============================] - 0s 12ms/step >33, 614/693, d1=0.456, d2=0.359 g=2.650 2/2 [==============================] - 0s 12ms/step >33, 615/693, d1=0.469, d2=0.531 g=2.621 2/2 [==============================] - 0s 15ms/step >33, 616/693, d1=0.489, d2=0.337 g=2.768 2/2 [==============================] - 0s 13ms/step >33, 617/693, d1=0.409, d2=0.371 g=2.884 2/2 [==============================] - 0s 13ms/step >33, 618/693, d1=0.230, d2=0.285 g=3.221 2/2 [==============================] - 0s 14ms/step >33, 619/693, d1=0.464, d2=0.266 g=2.318 2/2 [==============================] - 0s 14ms/step >33, 620/693, d1=0.315, d2=0.478 g=2.729 2/2 [==============================] - 0s 12ms/step >33, 621/693, d1=0.355, d2=0.281 g=2.535 2/2 [==============================] - 0s 13ms/step >33, 622/693, d1=0.349, d2=0.450 g=3.003 2/2 [==============================] - 0s 12ms/step >33, 623/693, d1=0.498, d2=0.354 g=2.140 2/2 [==============================] - 0s 14ms/step >33, 624/693, d1=0.406, d2=0.288 g=2.289 2/2 [==============================] - 0s 13ms/step >33, 625/693, d1=0.418, d2=0.331 g=2.150 2/2 [==============================] - 0s 13ms/step >33, 626/693, d1=0.366, d2=0.289 g=2.427 2/2 [==============================] - 0s 13ms/step >33, 627/693, d1=0.493, d2=0.319 g=2.708 2/2 [==============================] - 0s 14ms/step >33, 628/693, d1=0.494, d2=0.488 g=3.011 2/2 [==============================] - 0s 15ms/step >33, 629/693, d1=0.365, d2=0.416 g=3.297 2/2 [==============================] - 0s 16ms/step >33, 630/693, d1=0.466, d2=0.373 g=3.021 2/2 [==============================] - 0s 14ms/step >33, 631/693, d1=0.515, d2=0.348 g=2.858 2/2 [==============================] - 0s 13ms/step >33, 632/693, d1=0.479, d2=0.491 g=2.312 2/2 [==============================] - 0s 13ms/step >33, 633/693, d1=0.501, d2=0.348 g=3.626 2/2 [==============================] - 0s 12ms/step >33, 634/693, d1=0.516, d2=0.352 g=2.711 2/2 [==============================] - 0s 12ms/step >33, 635/693, d1=0.272, d2=0.319 g=2.248 2/2 [==============================] - 0s 13ms/step >33, 636/693, d1=0.310, d2=0.328 g=2.470 2/2 [==============================] - 0s 13ms/step >33, 637/693, d1=0.626, d2=0.440 g=3.031 2/2 [==============================] - 0s 14ms/step >33, 638/693, d1=0.353, d2=0.378 g=2.561 2/2 [==============================] - 0s 12ms/step >33, 639/693, d1=0.377, d2=0.257 g=2.073 2/2 [==============================] - 0s 13ms/step >33, 640/693, d1=0.428, d2=0.425 g=2.712 2/2 [==============================] - 0s 15ms/step >33, 641/693, d1=0.424, d2=0.354 g=3.093 2/2 [==============================] - 0s 11ms/step >33, 642/693, d1=0.384, d2=0.397 g=2.258 2/2 [==============================] - 0s 13ms/step >33, 643/693, d1=0.302, d2=0.360 g=3.128 2/2 [==============================] - 0s 13ms/step >33, 644/693, d1=0.363, d2=0.245 g=2.548 2/2 [==============================] - 0s 14ms/step >33, 645/693, d1=0.441, d2=0.420 g=3.318 2/2 [==============================] - 0s 12ms/step >33, 646/693, d1=0.315, d2=0.303 g=3.119 2/2 [==============================] - 0s 13ms/step >33, 647/693, d1=0.396, d2=0.384 g=2.074 2/2 [==============================] - 0s 14ms/step >33, 648/693, d1=0.345, d2=0.344 g=3.002 2/2 [==============================] - 0s 13ms/step >33, 649/693, d1=0.411, d2=0.263 g=2.587 2/2 [==============================] - 0s 14ms/step >33, 650/693, d1=0.485, d2=0.424 g=2.714 2/2 [==============================] - 0s 16ms/step >33, 651/693, d1=0.404, d2=0.276 g=3.450 2/2 [==============================] - 0s 14ms/step >33, 652/693, d1=0.468, d2=0.340 g=2.466 2/2 [==============================] - 0s 14ms/step >33, 653/693, d1=0.273, d2=0.378 g=2.641 2/2 [==============================] - 0s 13ms/step >33, 654/693, d1=0.470, d2=0.378 g=2.316 2/2 [==============================] - 0s 15ms/step >33, 655/693, d1=0.466, d2=0.304 g=2.260 2/2 [==============================] - 0s 14ms/step >33, 656/693, d1=0.554, d2=0.438 g=2.591 2/2 [==============================] - 0s 14ms/step >33, 657/693, d1=0.553, d2=0.496 g=2.364 2/2 [==============================] - 0s 12ms/step >33, 658/693, d1=0.401, d2=0.485 g=2.967 2/2 [==============================] - 0s 12ms/step >33, 659/693, d1=0.460, d2=0.298 g=2.876 2/2 [==============================] - 0s 13ms/step >33, 660/693, d1=0.373, d2=0.277 g=3.013 2/2 [==============================] - 0s 14ms/step >33, 661/693, d1=0.527, d2=0.469 g=2.795 2/2 [==============================] - 0s 13ms/step >33, 662/693, d1=0.417, d2=0.362 g=3.196 2/2 [==============================] - 0s 13ms/step >33, 663/693, d1=0.431, d2=0.419 g=2.848 2/2 [==============================] - 0s 14ms/step >33, 664/693, d1=0.331, d2=0.254 g=2.289 2/2 [==============================] - 0s 12ms/step >33, 665/693, d1=0.383, d2=0.319 g=2.658 2/2 [==============================] - 0s 14ms/step >33, 666/693, d1=0.396, d2=0.375 g=2.566 2/2 [==============================] - 0s 15ms/step >33, 667/693, d1=0.340, d2=0.506 g=2.774 2/2 [==============================] - 0s 14ms/step >33, 668/693, d1=0.551, d2=0.329 g=2.312 2/2 [==============================] - 0s 13ms/step >33, 669/693, d1=0.333, d2=0.357 g=2.624 2/2 [==============================] - 0s 15ms/step >33, 670/693, d1=0.373, d2=0.375 g=2.737 2/2 [==============================] - 0s 14ms/step >33, 671/693, d1=0.416, d2=0.366 g=3.271 2/2 [==============================] - 0s 12ms/step >33, 672/693, d1=0.494, d2=0.486 g=1.886 2/2 [==============================] - 0s 12ms/step >33, 673/693, d1=0.460, d2=0.374 g=2.919 2/2 [==============================] - 0s 13ms/step >33, 674/693, d1=0.424, d2=0.254 g=2.261 2/2 [==============================] - 0s 14ms/step >33, 675/693, d1=0.482, d2=0.319 g=2.738 2/2 [==============================] - 0s 11ms/step >33, 676/693, d1=0.594, d2=0.345 g=2.640 2/2 [==============================] - 0s 12ms/step >33, 677/693, d1=0.437, d2=0.520 g=2.423 2/2 [==============================] - 0s 13ms/step >33, 678/693, d1=0.395, d2=0.431 g=2.611 2/2 [==============================] - 0s 14ms/step >33, 679/693, d1=0.426, d2=0.416 g=2.609 2/2 [==============================] - 0s 14ms/step >33, 680/693, d1=0.480, d2=0.370 g=2.250 2/2 [==============================] - 0s 15ms/step >33, 681/693, d1=0.434, d2=0.342 g=2.544 2/2 [==============================] - 0s 13ms/step >33, 682/693, d1=0.276, d2=0.338 g=2.507 2/2 [==============================] - 0s 12ms/step >33, 683/693, d1=0.471, d2=0.375 g=2.408 2/2 [==============================] - 0s 15ms/step >33, 684/693, d1=0.438, d2=0.329 g=2.266 2/2 [==============================] - 0s 15ms/step >33, 685/693, d1=0.294, d2=0.542 g=2.448 2/2 [==============================] - 0s 13ms/step >33, 686/693, d1=0.664, d2=0.273 g=2.216 2/2 [==============================] - 0s 13ms/step >33, 687/693, d1=0.342, d2=0.446 g=2.879 2/2 [==============================] - 0s 12ms/step >33, 688/693, d1=0.431, d2=0.272 g=2.725 2/2 [==============================] - 0s 11ms/step >33, 689/693, d1=0.417, d2=0.319 g=2.390 2/2 [==============================] - 0s 13ms/step >33, 690/693, d1=0.401, d2=0.291 g=2.244 2/2 [==============================] - 0s 12ms/step >33, 691/693, d1=0.321, d2=0.258 g=2.698 2/2 [==============================] - 0s 13ms/step >33, 692/693, d1=0.294, d2=0.365 g=2.681 2/2 [==============================] - 0s 13ms/step >33, 693/693, d1=0.445, d2=0.447 g=3.041 2/2 [==============================] - 0s 13ms/step >34, 1/693, d1=0.428, d2=0.305 g=2.963 2/2 [==============================] - 0s 12ms/step >34, 2/693, d1=0.294, d2=0.384 g=2.584 2/2 [==============================] - 0s 11ms/step >34, 3/693, d1=0.394, d2=0.374 g=2.345 2/2 [==============================] - 0s 14ms/step >34, 4/693, d1=0.525, d2=0.352 g=2.943 2/2 [==============================] - 0s 14ms/step >34, 5/693, d1=0.448, d2=0.436 g=2.294 2/2 [==============================] - 0s 13ms/step >34, 6/693, d1=0.653, d2=0.442 g=2.760 2/2 [==============================] - 0s 15ms/step >34, 7/693, d1=0.355, d2=0.382 g=3.282 2/2 [==============================] - 0s 14ms/step >34, 8/693, d1=0.479, d2=0.351 g=2.571 2/2 [==============================] - 0s 13ms/step >34, 9/693, d1=0.371, d2=0.346 g=2.301 2/2 [==============================] - 0s 14ms/step >34, 10/693, d1=0.367, d2=0.301 g=2.663 2/2 [==============================] - 0s 13ms/step >34, 11/693, d1=0.554, d2=0.440 g=2.848 2/2 [==============================] - 0s 12ms/step >34, 12/693, d1=0.407, d2=0.454 g=3.043 2/2 [==============================] - 0s 13ms/step >34, 13/693, d1=0.429, d2=0.393 g=2.713 2/2 [==============================] - 0s 12ms/step >34, 14/693, d1=0.464, d2=0.288 g=2.195 2/2 [==============================] - 0s 11ms/step >34, 15/693, d1=0.471, d2=0.478 g=2.948 2/2 [==============================] - 0s 13ms/step >34, 16/693, d1=0.461, d2=0.383 g=2.853 2/2 [==============================] - 0s 13ms/step >34, 17/693, d1=0.476, d2=0.241 g=3.113 2/2 [==============================] - 0s 11ms/step >34, 18/693, d1=0.352, d2=0.347 g=2.982 2/2 [==============================] - 0s 11ms/step >34, 19/693, d1=0.377, d2=0.380 g=3.817 2/2 [==============================] - 0s 14ms/step >34, 20/693, d1=0.483, d2=0.407 g=2.566 2/2 [==============================] - 0s 13ms/step >34, 21/693, d1=0.601, d2=0.441 g=3.000 2/2 [==============================] - 0s 12ms/step >34, 22/693, d1=0.377, d2=0.366 g=2.650 2/2 [==============================] - 0s 13ms/step >34, 23/693, d1=0.416, d2=0.248 g=2.400 2/2 [==============================] - 0s 12ms/step >34, 24/693, d1=0.531, d2=0.437 g=2.458 2/2 [==============================] - 0s 13ms/step >34, 25/693, d1=0.352, d2=0.322 g=2.560 2/2 [==============================] - 0s 14ms/step >34, 26/693, d1=0.478, d2=0.338 g=2.326 2/2 [==============================] - 0s 13ms/step >34, 27/693, d1=0.347, d2=0.301 g=1.962 2/2 [==============================] - 0s 15ms/step >34, 28/693, d1=0.395, d2=0.367 g=2.157 2/2 [==============================] - 0s 13ms/step >34, 29/693, d1=0.315, d2=0.377 g=2.461 2/2 [==============================] - 0s 14ms/step >34, 30/693, d1=0.454, d2=0.346 g=3.156 2/2 [==============================] - 0s 13ms/step >34, 31/693, d1=0.356, d2=0.384 g=2.526 2/2 [==============================] - 0s 13ms/step >34, 32/693, d1=0.512, d2=0.456 g=2.770 2/2 [==============================] - 0s 11ms/step >34, 33/693, d1=0.374, d2=0.282 g=2.830 2/2 [==============================] - 0s 13ms/step >34, 34/693, d1=0.392, d2=0.358 g=2.214 2/2 [==============================] - 0s 14ms/step >34, 35/693, d1=0.389, d2=0.373 g=2.949 2/2 [==============================] - 0s 13ms/step >34, 36/693, d1=0.439, d2=0.357 g=2.282 2/2 [==============================] - 0s 13ms/step >34, 37/693, d1=0.552, d2=0.390 g=3.106 2/2 [==============================] - 0s 14ms/step >34, 38/693, d1=0.508, d2=0.340 g=2.833 2/2 [==============================] - 0s 14ms/step >34, 39/693, d1=0.394, d2=0.325 g=2.412 2/2 [==============================] - 0s 12ms/step >34, 40/693, d1=0.495, d2=0.319 g=2.485 2/2 [==============================] - 0s 13ms/step >34, 41/693, d1=0.494, d2=0.536 g=2.363 2/2 [==============================] - 0s 12ms/step >34, 42/693, d1=0.355, d2=0.432 g=2.308 2/2 [==============================] - 0s 11ms/step >34, 43/693, d1=0.479, d2=0.280 g=2.716 2/2 [==============================] - 0s 12ms/step >34, 44/693, d1=0.398, d2=0.362 g=2.514 2/2 [==============================] - 0s 14ms/step >34, 45/693, d1=0.340, d2=0.506 g=2.249 2/2 [==============================] - 0s 18ms/step >34, 46/693, d1=0.466, d2=0.362 g=2.950 2/2 [==============================] - 0s 12ms/step >34, 47/693, d1=0.323, d2=0.289 g=2.777 2/2 [==============================] - 0s 13ms/step >34, 48/693, d1=0.332, d2=0.240 g=2.627 2/2 [==============================] - 0s 14ms/step >34, 49/693, d1=0.390, d2=0.260 g=3.033 2/2 [==============================] - 0s 14ms/step >34, 50/693, d1=0.465, d2=0.313 g=2.274 2/2 [==============================] - 0s 14ms/step >34, 51/693, d1=0.421, d2=0.416 g=2.343 2/2 [==============================] - 0s 13ms/step >34, 52/693, d1=0.248, d2=0.319 g=2.506 2/2 [==============================] - 0s 13ms/step >34, 53/693, d1=0.410, d2=0.176 g=2.654 2/2 [==============================] - 0s 22ms/step >34, 54/693, d1=0.462, d2=0.379 g=2.127 2/2 [==============================] - 0s 15ms/step >34, 55/693, d1=0.299, d2=0.391 g=2.666 2/2 [==============================] - 0s 13ms/step >34, 56/693, d1=0.406, d2=0.504 g=2.398 2/2 [==============================] - 0s 14ms/step >34, 57/693, d1=0.615, d2=0.351 g=3.037 2/2 [==============================] - 0s 13ms/step >34, 58/693, d1=0.379, d2=0.432 g=2.838 2/2 [==============================] - 0s 13ms/step >34, 59/693, d1=0.351, d2=0.281 g=3.254 2/2 [==============================] - 0s 14ms/step >34, 60/693, d1=0.446, d2=0.321 g=2.515 2/2 [==============================] - 0s 15ms/step >34, 61/693, d1=0.368, d2=0.446 g=2.832 2/2 [==============================] - 0s 14ms/step >34, 62/693, d1=0.482, d2=0.477 g=2.650 2/2 [==============================] - 0s 14ms/step >34, 63/693, d1=0.581, d2=0.378 g=2.327 2/2 [==============================] - 0s 11ms/step >34, 64/693, d1=0.348, d2=0.431 g=3.199 2/2 [==============================] - 0s 14ms/step >34, 65/693, d1=0.444, d2=0.302 g=2.488 2/2 [==============================] - 0s 14ms/step >34, 66/693, d1=0.398, d2=0.318 g=2.614 2/2 [==============================] - 0s 12ms/step >34, 67/693, d1=0.430, d2=0.499 g=3.310 2/2 [==============================] - 0s 15ms/step >34, 68/693, d1=0.378, d2=0.348 g=2.707 2/2 [==============================] - 0s 13ms/step >34, 69/693, d1=0.403, d2=0.374 g=3.213 2/2 [==============================] - 0s 13ms/step >34, 70/693, d1=0.314, d2=0.325 g=3.509 2/2 [==============================] - 0s 14ms/step >34, 71/693, d1=0.549, d2=0.363 g=3.189 2/2 [==============================] - 0s 14ms/step >34, 72/693, d1=0.467, d2=0.328 g=1.987 2/2 [==============================] - 0s 11ms/step >34, 73/693, d1=0.381, d2=0.430 g=2.455 2/2 [==============================] - 0s 12ms/step >34, 74/693, d1=0.503, d2=0.377 g=2.173 2/2 [==============================] - 0s 13ms/step >34, 75/693, d1=0.218, d2=0.360 g=2.718 2/2 [==============================] - 0s 15ms/step >34, 76/693, d1=0.443, d2=0.351 g=3.098 2/2 [==============================] - 0s 14ms/step >34, 77/693, d1=0.325, d2=0.343 g=3.660 2/2 [==============================] - 0s 13ms/step >34, 78/693, d1=0.434, d2=0.304 g=2.959 2/2 [==============================] - 0s 13ms/step >34, 79/693, d1=0.449, d2=0.366 g=2.852 2/2 [==============================] - 0s 12ms/step >34, 80/693, d1=0.307, d2=0.357 g=2.782 2/2 [==============================] - 0s 15ms/step >34, 81/693, d1=0.391, d2=0.332 g=2.377 2/2 [==============================] - 0s 12ms/step >34, 82/693, d1=0.428, d2=0.426 g=2.793 2/2 [==============================] - 0s 15ms/step >34, 83/693, d1=0.410, d2=0.322 g=2.072 2/2 [==============================] - 0s 13ms/step >34, 84/693, d1=0.340, d2=0.295 g=2.746 2/2 [==============================] - 0s 15ms/step >34, 85/693, d1=0.418, d2=0.318 g=3.016 2/2 [==============================] - 0s 15ms/step >34, 86/693, d1=0.346, d2=0.336 g=2.724 2/2 [==============================] - 0s 13ms/step >34, 87/693, d1=0.459, d2=0.346 g=2.784 2/2 [==============================] - 0s 13ms/step >34, 88/693, d1=0.470, d2=0.385 g=3.070 2/2 [==============================] - 0s 13ms/step >34, 89/693, d1=0.519, d2=0.272 g=2.657 2/2 [==============================] - 0s 13ms/step >34, 90/693, d1=0.460, d2=0.398 g=2.880 2/2 [==============================] - 0s 15ms/step >34, 91/693, d1=0.406, d2=0.337 g=2.638 2/2 [==============================] - 0s 13ms/step >34, 92/693, d1=0.393, d2=0.289 g=3.129 2/2 [==============================] - 0s 14ms/step >34, 93/693, d1=0.336, d2=0.238 g=4.089 2/2 [==============================] - 0s 12ms/step >34, 94/693, d1=0.315, d2=0.240 g=3.550 2/2 [==============================] - 0s 14ms/step >34, 95/693, d1=0.309, d2=0.274 g=3.230 2/2 [==============================] - 0s 13ms/step >34, 96/693, d1=0.414, d2=0.275 g=2.670 2/2 [==============================] - 0s 12ms/step >34, 97/693, d1=0.310, d2=0.382 g=3.206 2/2 [==============================] - 0s 15ms/step >34, 98/693, d1=0.381, d2=0.246 g=2.983 2/2 [==============================] - 0s 13ms/step >34, 99/693, d1=0.415, d2=0.300 g=2.859 2/2 [==============================] - 0s 13ms/step >34, 100/693, d1=0.234, d2=0.336 g=2.663 2/2 [==============================] - 0s 13ms/step >34, 101/693, d1=0.384, d2=0.304 g=2.594 2/2 [==============================] - 0s 13ms/step >34, 102/693, d1=0.429, d2=0.345 g=2.891 2/2 [==============================] - 0s 15ms/step >34, 103/693, d1=0.349, d2=0.403 g=2.271 2/2 [==============================] - 0s 13ms/step >34, 104/693, d1=0.468, d2=0.379 g=3.380 2/2 [==============================] - 0s 11ms/step >34, 105/693, d1=0.374, d2=0.334 g=2.841 2/2 [==============================] - 0s 14ms/step >34, 106/693, d1=0.671, d2=0.408 g=2.921 2/2 [==============================] - 0s 15ms/step >34, 107/693, d1=0.522, d2=0.391 g=2.779 2/2 [==============================] - 0s 14ms/step >34, 108/693, d1=0.401, d2=0.357 g=2.759 2/2 [==============================] - 0s 13ms/step >34, 109/693, d1=0.283, d2=0.369 g=3.613 2/2 [==============================] - 0s 12ms/step >34, 110/693, d1=0.371, d2=0.289 g=3.573 2/2 [==============================] - 0s 13ms/step >34, 111/693, d1=0.399, d2=0.298 g=2.951 2/2 [==============================] - 0s 25ms/step >34, 112/693, d1=0.379, d2=0.435 g=3.090 2/2 [==============================] - 0s 13ms/step >34, 113/693, d1=0.413, d2=0.172 g=2.740 2/2 [==============================] - 0s 12ms/step >34, 114/693, d1=0.336, d2=0.413 g=3.278 2/2 [==============================] - 0s 13ms/step >34, 115/693, d1=0.312, d2=0.442 g=2.666 2/2 [==============================] - 0s 13ms/step >34, 116/693, d1=0.372, d2=0.223 g=2.684 2/2 [==============================] - 0s 15ms/step >34, 117/693, d1=0.324, d2=0.354 g=2.338 2/2 [==============================] - 0s 14ms/step >34, 118/693, d1=0.506, d2=0.396 g=2.234 2/2 [==============================] - 0s 13ms/step >34, 119/693, d1=0.419, d2=0.278 g=2.159 2/2 [==============================] - 0s 13ms/step >34, 120/693, d1=0.447, d2=0.443 g=2.531 2/2 [==============================] - 0s 12ms/step >34, 121/693, d1=0.324, d2=0.386 g=2.482 2/2 [==============================] - 0s 14ms/step >34, 122/693, d1=0.389, d2=0.423 g=3.131 2/2 [==============================] - 0s 13ms/step >34, 123/693, d1=0.546, d2=0.371 g=2.508 2/2 [==============================] - 0s 13ms/step >34, 124/693, d1=0.511, d2=0.403 g=2.075 2/2 [==============================] - 0s 13ms/step >34, 125/693, d1=0.439, d2=0.389 g=2.580 2/2 [==============================] - 0s 12ms/step >34, 126/693, d1=0.406, d2=0.513 g=2.581 2/2 [==============================] - 0s 16ms/step >34, 127/693, d1=0.546, d2=0.251 g=2.597 2/2 [==============================] - 0s 12ms/step >34, 128/693, d1=0.522, d2=0.264 g=2.258 2/2 [==============================] - 0s 13ms/step >34, 129/693, d1=0.327, d2=0.323 g=2.381 2/2 [==============================] - 0s 12ms/step >34, 130/693, d1=0.375, d2=0.435 g=2.556 2/2 [==============================] - 0s 14ms/step >34, 131/693, d1=0.370, d2=0.283 g=2.593 2/2 [==============================] - 0s 14ms/step >34, 132/693, d1=0.413, d2=0.306 g=2.864 2/2 [==============================] - 0s 11ms/step >34, 133/693, d1=0.442, d2=0.424 g=2.745 2/2 [==============================] - 0s 14ms/step >34, 134/693, d1=0.427, d2=0.306 g=2.534 2/2 [==============================] - 0s 14ms/step >34, 135/693, d1=0.483, d2=0.391 g=2.684 2/2 [==============================] - 0s 14ms/step >34, 136/693, d1=0.485, d2=0.224 g=2.069 2/2 [==============================] - 0s 12ms/step >34, 137/693, d1=0.345, d2=0.482 g=2.297 2/2 [==============================] - 0s 13ms/step >34, 138/693, d1=0.399, d2=0.351 g=2.611 2/2 [==============================] - 0s 13ms/step >34, 139/693, d1=0.499, d2=0.344 g=2.964 2/2 [==============================] - 0s 14ms/step >34, 140/693, d1=0.375, d2=0.299 g=2.591 2/2 [==============================] - 0s 14ms/step >34, 141/693, d1=0.492, d2=0.445 g=2.315 2/2 [==============================] - 0s 11ms/step >34, 142/693, d1=0.380, d2=0.404 g=2.789 2/2 [==============================] - 0s 15ms/step >34, 143/693, d1=0.401, d2=0.352 g=3.016 2/2 [==============================] - 0s 16ms/step >34, 144/693, d1=0.464, d2=0.270 g=2.358 2/2 [==============================] - 0s 12ms/step >34, 145/693, d1=0.297, d2=0.280 g=2.794 2/2 [==============================] - 0s 13ms/step >34, 146/693, d1=0.453, d2=0.324 g=2.882 2/2 [==============================] - 0s 13ms/step >34, 147/693, d1=0.396, d2=0.362 g=2.317 2/2 [==============================] - 0s 12ms/step >34, 148/693, d1=0.304, d2=0.380 g=2.274 2/2 [==============================] - 0s 13ms/step >34, 149/693, d1=0.372, d2=0.333 g=3.569 2/2 [==============================] - 0s 15ms/step >34, 150/693, d1=0.558, d2=0.362 g=2.373 2/2 [==============================] - 0s 13ms/step >34, 151/693, d1=0.484, d2=0.346 g=2.387 2/2 [==============================] - 0s 14ms/step >34, 152/693, d1=0.467, d2=0.324 g=2.298 2/2 [==============================] - 0s 14ms/step >34, 153/693, d1=0.484, d2=0.451 g=2.773 2/2 [==============================] - 0s 14ms/step >34, 154/693, d1=0.370, d2=0.343 g=3.433 2/2 [==============================] - 0s 14ms/step >34, 155/693, d1=0.513, d2=0.359 g=2.517 2/2 [==============================] - 0s 14ms/step >34, 156/693, d1=0.274, d2=0.357 g=2.481 2/2 [==============================] - 0s 12ms/step >34, 157/693, d1=0.454, d2=0.489 g=2.645 2/2 [==============================] - 0s 14ms/step >34, 158/693, d1=0.469, d2=0.410 g=2.258 2/2 [==============================] - 0s 13ms/step >34, 159/693, d1=0.557, d2=0.389 g=2.551 2/2 [==============================] - 0s 12ms/step >34, 160/693, d1=0.342, d2=0.416 g=2.333 2/2 [==============================] - 0s 12ms/step >34, 161/693, d1=0.437, d2=0.367 g=2.786 2/2 [==============================] - 0s 14ms/step >34, 162/693, d1=0.369, d2=0.329 g=2.770 2/2 [==============================] - 0s 14ms/step >34, 163/693, d1=0.484, d2=0.573 g=2.037 2/2 [==============================] - 0s 15ms/step >34, 164/693, d1=0.589, d2=0.292 g=2.473 2/2 [==============================] - 0s 11ms/step >34, 165/693, d1=0.389, d2=0.403 g=2.486 2/2 [==============================] - 0s 13ms/step >34, 166/693, d1=0.309, d2=0.389 g=2.505 2/2 [==============================] - 0s 12ms/step >34, 167/693, d1=0.369, d2=0.237 g=2.431 2/2 [==============================] - 0s 14ms/step >34, 168/693, d1=0.545, d2=0.498 g=2.213 2/2 [==============================] - 0s 13ms/step >34, 169/693, d1=0.324, d2=0.338 g=2.182 2/2 [==============================] - 0s 13ms/step >34, 170/693, d1=0.432, d2=0.326 g=2.396 2/2 [==============================] - 0s 15ms/step >34, 171/693, d1=0.386, d2=0.412 g=2.075 2/2 [==============================] - 0s 14ms/step >34, 172/693, d1=0.483, d2=0.363 g=2.953 2/2 [==============================] - 0s 13ms/step >34, 173/693, d1=0.441, d2=0.373 g=3.098 2/2 [==============================] - 0s 12ms/step >34, 174/693, d1=0.503, d2=0.335 g=2.813 2/2 [==============================] - 0s 13ms/step >34, 175/693, d1=0.304, d2=0.313 g=3.267 2/2 [==============================] - 0s 14ms/step >34, 176/693, d1=0.378, d2=0.280 g=3.455 2/2 [==============================] - 0s 13ms/step >34, 177/693, d1=0.355, d2=0.296 g=3.832 2/2 [==============================] - 0s 13ms/step >34, 178/693, d1=0.413, d2=0.313 g=2.618 2/2 [==============================] - 0s 14ms/step >34, 179/693, d1=0.409, d2=0.378 g=2.806 2/2 [==============================] - 0s 12ms/step >34, 180/693, d1=0.424, d2=0.470 g=2.911 2/2 [==============================] - 0s 14ms/step >34, 181/693, d1=0.392, d2=0.442 g=2.936 2/2 [==============================] - 0s 11ms/step >34, 182/693, d1=0.423, d2=0.326 g=3.226 2/2 [==============================] - 0s 14ms/step >34, 183/693, d1=0.330, d2=0.319 g=2.703 2/2 [==============================] - 0s 13ms/step >34, 184/693, d1=0.442, d2=0.277 g=2.847 2/2 [==============================] - 0s 13ms/step >34, 185/693, d1=0.372, d2=0.450 g=3.153 2/2 [==============================] - 0s 14ms/step >34, 186/693, d1=0.388, d2=0.278 g=2.414 2/2 [==============================] - 0s 12ms/step >34, 187/693, d1=0.306, d2=0.319 g=1.946 2/2 [==============================] - 0s 13ms/step >34, 188/693, d1=0.425, d2=0.361 g=2.757 2/2 [==============================] - 0s 13ms/step >34, 189/693, d1=0.326, d2=0.366 g=2.559 2/2 [==============================] - 0s 14ms/step >34, 190/693, d1=0.454, d2=0.370 g=3.473 2/2 [==============================] - 0s 13ms/step >34, 191/693, d1=0.345, d2=0.294 g=2.565 2/2 [==============================] - 0s 15ms/step >34, 192/693, d1=0.429, d2=0.389 g=2.909 2/2 [==============================] - 0s 13ms/step >34, 193/693, d1=0.383, d2=0.376 g=2.697 2/2 [==============================] - 0s 13ms/step >34, 194/693, d1=0.390, d2=0.391 g=3.074 2/2 [==============================] - 0s 14ms/step >34, 195/693, d1=0.424, d2=0.300 g=2.073 2/2 [==============================] - 0s 12ms/step >34, 196/693, d1=0.301, d2=0.275 g=2.293 2/2 [==============================] - 0s 13ms/step >34, 197/693, d1=0.313, d2=0.396 g=2.693 2/2 [==============================] - 0s 13ms/step >34, 198/693, d1=0.305, d2=0.217 g=2.933 2/2 [==============================] - 0s 12ms/step >34, 199/693, d1=0.362, d2=0.441 g=2.474 2/2 [==============================] - 0s 14ms/step >34, 200/693, d1=0.358, d2=0.300 g=2.782 2/2 [==============================] - 0s 13ms/step >34, 201/693, d1=0.517, d2=0.336 g=2.513 2/2 [==============================] - 0s 14ms/step >34, 202/693, d1=0.421, d2=0.464 g=2.907 2/2 [==============================] - 0s 12ms/step >34, 203/693, d1=0.465, d2=0.380 g=2.774 2/2 [==============================] - 0s 12ms/step >34, 204/693, d1=0.340, d2=0.345 g=2.861 2/2 [==============================] - 0s 13ms/step >34, 205/693, d1=0.381, d2=0.376 g=3.060 2/2 [==============================] - 0s 14ms/step >34, 206/693, d1=0.401, d2=0.224 g=2.763 2/2 [==============================] - 0s 13ms/step >34, 207/693, d1=0.596, d2=0.322 g=2.550 2/2 [==============================] - 0s 12ms/step >34, 208/693, d1=0.302, d2=0.430 g=2.488 2/2 [==============================] - 0s 13ms/step >34, 209/693, d1=0.537, d2=0.415 g=2.321 2/2 [==============================] - 0s 14ms/step >34, 210/693, d1=0.377, d2=0.284 g=2.082 2/2 [==============================] - 0s 14ms/step >34, 211/693, d1=0.488, d2=0.364 g=2.551 2/2 [==============================] - 0s 12ms/step >34, 212/693, d1=0.379, d2=0.375 g=2.778 2/2 [==============================] - 0s 13ms/step >34, 213/693, d1=0.369, d2=0.367 g=2.792 2/2 [==============================] - 0s 15ms/step >34, 214/693, d1=0.354, d2=0.301 g=2.688 2/2 [==============================] - 0s 12ms/step >34, 215/693, d1=0.517, d2=0.506 g=2.011 2/2 [==============================] - 0s 13ms/step >34, 216/693, d1=0.227, d2=0.329 g=2.751 2/2 [==============================] - 0s 12ms/step >34, 217/693, d1=0.576, d2=0.426 g=2.712 2/2 [==============================] - 0s 13ms/step >34, 218/693, d1=0.546, d2=0.382 g=2.112 2/2 [==============================] - 0s 14ms/step >34, 219/693, d1=0.319, d2=0.386 g=2.957 2/2 [==============================] - 0s 12ms/step >34, 220/693, d1=0.469, d2=0.347 g=2.632 2/2 [==============================] - 0s 12ms/step >34, 221/693, d1=0.510, d2=0.271 g=1.746 2/2 [==============================] - 0s 15ms/step >34, 222/693, d1=0.364, d2=0.467 g=2.419 2/2 [==============================] - 0s 13ms/step >34, 223/693, d1=0.353, d2=0.411 g=2.894 2/2 [==============================] - 0s 13ms/step >34, 224/693, d1=0.490, d2=0.409 g=2.514 2/2 [==============================] - 0s 14ms/step >34, 225/693, d1=0.454, d2=0.315 g=2.469 2/2 [==============================] - 0s 14ms/step >34, 226/693, d1=0.432, d2=0.435 g=2.866 2/2 [==============================] - 0s 14ms/step >34, 227/693, d1=0.445, d2=0.465 g=2.925 2/2 [==============================] - 0s 13ms/step >34, 228/693, d1=0.495, d2=0.378 g=2.508 2/2 [==============================] - 0s 13ms/step >34, 229/693, d1=0.291, d2=0.274 g=2.969 2/2 [==============================] - 0s 12ms/step >34, 230/693, d1=0.377, d2=0.280 g=2.839 2/2 [==============================] - 0s 15ms/step >34, 231/693, d1=0.384, d2=0.367 g=3.009 2/2 [==============================] - 0s 13ms/step >34, 232/693, d1=0.534, d2=0.479 g=2.237 2/2 [==============================] - 0s 13ms/step >34, 233/693, d1=0.361, d2=0.322 g=2.380 2/2 [==============================] - 0s 14ms/step >34, 234/693, d1=0.357, d2=0.501 g=2.807 2/2 [==============================] - 0s 14ms/step >34, 235/693, d1=0.490, d2=0.320 g=3.032 2/2 [==============================] - 0s 17ms/step >34, 236/693, d1=0.353, d2=0.252 g=2.600 2/2 [==============================] - 0s 14ms/step >34, 237/693, d1=0.279, d2=0.479 g=2.821 2/2 [==============================] - 0s 12ms/step >34, 238/693, d1=0.392, d2=0.418 g=3.237 2/2 [==============================] - 0s 13ms/step >34, 239/693, d1=0.474, d2=0.274 g=3.219 2/2 [==============================] - 0s 13ms/step >34, 240/693, d1=0.443, d2=0.519 g=3.888 2/2 [==============================] - 0s 15ms/step >34, 241/693, d1=0.502, d2=0.343 g=2.826 2/2 [==============================] - 0s 15ms/step >34, 242/693, d1=0.378, d2=0.283 g=3.765 2/2 [==============================] - 0s 12ms/step >34, 243/693, d1=0.481, d2=0.448 g=2.640 2/2 [==============================] - 0s 12ms/step >34, 244/693, d1=0.316, d2=0.282 g=2.076 2/2 [==============================] - 0s 14ms/step >34, 245/693, d1=0.279, d2=0.476 g=2.755 2/2 [==============================] - 0s 15ms/step >34, 246/693, d1=0.608, d2=0.387 g=3.869 2/2 [==============================] - 0s 12ms/step >34, 247/693, d1=0.369, d2=0.263 g=2.947 2/2 [==============================] - 0s 14ms/step >34, 248/693, d1=0.448, d2=0.393 g=3.251 2/2 [==============================] - 0s 14ms/step >34, 249/693, d1=0.479, d2=0.326 g=2.859 2/2 [==============================] - 0s 13ms/step >34, 250/693, d1=0.338, d2=0.444 g=2.086 2/2 [==============================] - 0s 15ms/step >34, 251/693, d1=0.254, d2=0.404 g=2.866 2/2 [==============================] - 0s 12ms/step >34, 252/693, d1=0.452, d2=0.266 g=2.914 2/2 [==============================] - 0s 14ms/step >34, 253/693, d1=0.370, d2=0.389 g=2.042 2/2 [==============================] - 0s 12ms/step >34, 254/693, d1=0.322, d2=0.461 g=2.705 2/2 [==============================] - 0s 14ms/step >34, 255/693, d1=0.337, d2=0.267 g=3.099 2/2 [==============================] - 0s 12ms/step >34, 256/693, d1=0.372, d2=0.210 g=2.104 2/2 [==============================] - 0s 13ms/step >34, 257/693, d1=0.549, d2=0.390 g=2.890 2/2 [==============================] - 0s 12ms/step >34, 258/693, d1=0.536, d2=0.476 g=2.975 2/2 [==============================] - 0s 13ms/step >34, 259/693, d1=0.356, d2=0.252 g=2.157 2/2 [==============================] - 0s 15ms/step >34, 260/693, d1=0.391, d2=0.414 g=2.720 2/2 [==============================] - 0s 15ms/step >34, 261/693, d1=0.339, d2=0.400 g=2.913 2/2 [==============================] - 0s 12ms/step >34, 262/693, d1=0.514, d2=0.442 g=3.215 2/2 [==============================] - 0s 14ms/step >34, 263/693, d1=0.517, d2=0.224 g=2.953 2/2 [==============================] - 0s 14ms/step >34, 264/693, d1=0.378, d2=0.385 g=2.618 2/2 [==============================] - 0s 14ms/step >34, 265/693, d1=0.451, d2=0.331 g=2.467 2/2 [==============================] - 0s 14ms/step >34, 266/693, d1=0.316, d2=0.353 g=3.308 2/2 [==============================] - 0s 13ms/step >34, 267/693, d1=0.391, d2=0.450 g=2.566 2/2 [==============================] - 0s 13ms/step >34, 268/693, d1=0.384, d2=0.334 g=3.046 2/2 [==============================] - 0s 13ms/step >34, 269/693, d1=0.571, d2=0.342 g=2.390 2/2 [==============================] - 0s 13ms/step >34, 270/693, d1=0.351, d2=0.383 g=2.478 2/2 [==============================] - 0s 12ms/step >34, 271/693, d1=0.432, d2=0.329 g=2.785 2/2 [==============================] - 0s 12ms/step >34, 272/693, d1=0.335, d2=0.346 g=3.148 2/2 [==============================] - 0s 13ms/step >34, 273/693, d1=0.346, d2=0.260 g=3.270 2/2 [==============================] - 0s 14ms/step >34, 274/693, d1=0.445, d2=0.428 g=2.533 2/2 [==============================] - 0s 14ms/step >34, 275/693, d1=0.463, d2=0.311 g=1.952 2/2 [==============================] - 0s 13ms/step >34, 276/693, d1=0.392, d2=0.391 g=3.060 2/2 [==============================] - 0s 13ms/step >34, 277/693, d1=0.457, d2=0.315 g=2.590 2/2 [==============================] - 0s 16ms/step >34, 278/693, d1=0.439, d2=0.308 g=3.313 2/2 [==============================] - 0s 14ms/step >34, 279/693, d1=0.533, d2=0.309 g=2.747 2/2 [==============================] - 0s 13ms/step >34, 280/693, d1=0.432, d2=0.413 g=3.167 2/2 [==============================] - 0s 14ms/step >34, 281/693, d1=0.340, d2=0.434 g=2.966 2/2 [==============================] - 0s 13ms/step >34, 282/693, d1=0.330, d2=0.318 g=2.655 2/2 [==============================] - 0s 13ms/step >34, 283/693, d1=0.575, d2=0.357 g=3.273 2/2 [==============================] - 0s 13ms/step >34, 284/693, d1=0.308, d2=0.410 g=2.575 2/2 [==============================] - 0s 13ms/step >34, 285/693, d1=0.407, d2=0.291 g=2.590 2/2 [==============================] - 0s 14ms/step >34, 286/693, d1=0.449, d2=0.396 g=2.502 2/2 [==============================] - 0s 15ms/step >34, 287/693, d1=0.509, d2=0.341 g=2.420 2/2 [==============================] - 0s 14ms/step >34, 288/693, d1=0.314, d2=0.447 g=2.477 2/2 [==============================] - 0s 13ms/step >34, 289/693, d1=0.492, d2=0.305 g=2.669 2/2 [==============================] - 0s 14ms/step >34, 290/693, d1=0.368, d2=0.402 g=2.120 2/2 [==============================] - 0s 12ms/step >34, 291/693, d1=0.387, d2=0.319 g=2.946 2/2 [==============================] - 0s 14ms/step >34, 292/693, d1=0.411, d2=0.412 g=2.540 2/2 [==============================] - 0s 13ms/step >34, 293/693, d1=0.467, d2=0.397 g=2.674 2/2 [==============================] - 0s 14ms/step >34, 294/693, d1=0.315, d2=0.364 g=3.244 2/2 [==============================] - 0s 13ms/step >34, 295/693, d1=0.426, d2=0.420 g=1.920 2/2 [==============================] - 0s 12ms/step >34, 296/693, d1=0.415, d2=0.380 g=2.687 2/2 [==============================] - 0s 14ms/step >34, 297/693, d1=0.388, d2=0.364 g=2.377 2/2 [==============================] - 0s 12ms/step >34, 298/693, d1=0.380, d2=0.311 g=2.318 2/2 [==============================] - 0s 14ms/step >34, 299/693, d1=0.339, d2=0.400 g=3.163 2/2 [==============================] - 0s 12ms/step >34, 300/693, d1=0.431, d2=0.290 g=2.547 2/2 [==============================] - 0s 12ms/step >34, 301/693, d1=0.462, d2=0.326 g=2.445 2/2 [==============================] - 0s 13ms/step >34, 302/693, d1=0.297, d2=0.349 g=2.629 2/2 [==============================] - 0s 13ms/step >34, 303/693, d1=0.378, d2=0.423 g=2.760 2/2 [==============================] - 0s 12ms/step >34, 304/693, d1=0.401, d2=0.267 g=2.906 2/2 [==============================] - 0s 14ms/step >34, 305/693, d1=0.481, d2=0.294 g=2.466 2/2 [==============================] - 0s 15ms/step >34, 306/693, d1=0.437, d2=0.398 g=2.455 2/2 [==============================] - 0s 13ms/step >34, 307/693, d1=0.319, d2=0.511 g=2.573 2/2 [==============================] - 0s 12ms/step >34, 308/693, d1=0.322, d2=0.269 g=3.321 2/2 [==============================] - 0s 13ms/step >34, 309/693, d1=0.470, d2=0.413 g=3.480 2/2 [==============================] - 0s 12ms/step >34, 310/693, d1=0.474, d2=0.430 g=2.718 2/2 [==============================] - 0s 13ms/step >34, 311/693, d1=0.581, d2=0.299 g=2.459 2/2 [==============================] - 0s 12ms/step >34, 312/693, d1=0.505, d2=0.430 g=2.431 2/2 [==============================] - 0s 12ms/step >34, 313/693, d1=0.265, d2=0.357 g=2.706 2/2 [==============================] - 0s 13ms/step >34, 314/693, d1=0.354, d2=0.407 g=2.379 2/2 [==============================] - 0s 15ms/step >34, 315/693, d1=0.399, d2=0.339 g=2.970 2/2 [==============================] - 0s 13ms/step >34, 316/693, d1=0.483, d2=0.233 g=2.348 2/2 [==============================] - 0s 12ms/step >34, 317/693, d1=0.530, d2=0.503 g=2.230 2/2 [==============================] - 0s 14ms/step >34, 318/693, d1=0.406, d2=0.420 g=2.688 2/2 [==============================] - 0s 14ms/step >34, 319/693, d1=0.438, d2=0.511 g=3.428 2/2 [==============================] - 0s 15ms/step >34, 320/693, d1=0.477, d2=0.268 g=3.340 2/2 [==============================] - 0s 13ms/step >34, 321/693, d1=0.344, d2=0.326 g=2.657 2/2 [==============================] - 0s 13ms/step >34, 322/693, d1=0.451, d2=0.296 g=2.341 2/2 [==============================] - 0s 13ms/step >34, 323/693, d1=0.350, d2=0.321 g=2.830 2/2 [==============================] - 0s 12ms/step >34, 324/693, d1=0.415, d2=0.255 g=2.647 2/2 [==============================] - 0s 15ms/step >34, 325/693, d1=0.405, d2=0.448 g=2.779 2/2 [==============================] - 0s 13ms/step >34, 326/693, d1=0.354, d2=0.449 g=2.897 2/2 [==============================] - 0s 11ms/step >34, 327/693, d1=0.462, d2=0.341 g=3.438 2/2 [==============================] - 0s 14ms/step >34, 328/693, d1=0.571, d2=0.338 g=3.124 2/2 [==============================] - 0s 13ms/step >34, 329/693, d1=0.321, d2=0.333 g=2.350 2/2 [==============================] - 0s 12ms/step >34, 330/693, d1=0.306, d2=0.327 g=2.946 2/2 [==============================] - 0s 23ms/step >34, 331/693, d1=0.364, d2=0.347 g=2.943 2/2 [==============================] - 0s 12ms/step >34, 332/693, d1=0.484, d2=0.336 g=3.151 2/2 [==============================] - 0s 12ms/step >34, 333/693, d1=0.427, d2=0.368 g=2.839 2/2 [==============================] - 0s 13ms/step >34, 334/693, d1=0.566, d2=0.435 g=2.518 2/2 [==============================] - 0s 11ms/step >34, 335/693, d1=0.381, d2=0.368 g=2.233 2/2 [==============================] - 0s 13ms/step >34, 336/693, d1=0.300, d2=0.313 g=2.758 2/2 [==============================] - 0s 14ms/step >34, 337/693, d1=0.270, d2=0.265 g=3.048 2/2 [==============================] - 0s 16ms/step >34, 338/693, d1=0.305, d2=0.344 g=3.410 2/2 [==============================] - 0s 12ms/step >34, 339/693, d1=0.620, d2=0.432 g=2.632 2/2 [==============================] - 0s 12ms/step >34, 340/693, d1=0.242, d2=0.403 g=3.203 2/2 [==============================] - 0s 13ms/step >34, 341/693, d1=0.445, d2=0.333 g=2.926 2/2 [==============================] - 0s 13ms/step >34, 342/693, d1=0.330, d2=0.388 g=2.824 2/2 [==============================] - 0s 14ms/step >34, 343/693, d1=0.563, d2=0.348 g=2.976 2/2 [==============================] - 0s 12ms/step >34, 344/693, d1=0.455, d2=0.240 g=2.747 2/2 [==============================] - 0s 13ms/step >34, 345/693, d1=0.410, d2=0.330 g=3.034 2/2 [==============================] - 0s 13ms/step >34, 346/693, d1=0.448, d2=0.454 g=2.309 2/2 [==============================] - 0s 14ms/step >34, 347/693, d1=0.393, d2=0.455 g=2.865 2/2 [==============================] - 0s 12ms/step >34, 348/693, d1=0.543, d2=0.273 g=3.135 2/2 [==============================] - 0s 13ms/step >34, 349/693, d1=0.378, d2=0.449 g=2.405 2/2 [==============================] - 0s 12ms/step >34, 350/693, d1=0.393, d2=0.477 g=2.898 2/2 [==============================] - 0s 13ms/step >34, 351/693, d1=0.396, d2=0.255 g=2.915 2/2 [==============================] - 0s 13ms/step >34, 352/693, d1=0.526, d2=0.476 g=2.636 2/2 [==============================] - 0s 13ms/step >34, 353/693, d1=0.391, d2=0.246 g=2.566 2/2 [==============================] - 0s 13ms/step >34, 354/693, d1=0.445, d2=0.409 g=3.010 2/2 [==============================] - 0s 12ms/step >34, 355/693, d1=0.355, d2=0.341 g=2.763 2/2 [==============================] - 0s 16ms/step >34, 356/693, d1=0.352, d2=0.366 g=2.834 2/2 [==============================] - 0s 12ms/step >34, 357/693, d1=0.443, d2=0.435 g=2.365 2/2 [==============================] - 0s 14ms/step >34, 358/693, d1=0.458, d2=0.268 g=2.755 2/2 [==============================] - 0s 14ms/step >34, 359/693, d1=0.371, d2=0.249 g=2.914 2/2 [==============================] - 0s 12ms/step >34, 360/693, d1=0.208, d2=0.360 g=2.807 2/2 [==============================] - 0s 13ms/step >34, 361/693, d1=0.414, d2=0.292 g=2.628 2/2 [==============================] - 0s 14ms/step >34, 362/693, d1=0.326, d2=0.354 g=2.324 2/2 [==============================] - 0s 14ms/step >34, 363/693, d1=0.347, d2=0.268 g=2.425 2/2 [==============================] - 0s 14ms/step >34, 364/693, d1=0.358, d2=0.424 g=2.791 2/2 [==============================] - 0s 14ms/step >34, 365/693, d1=0.399, d2=0.341 g=2.501 2/2 [==============================] - 0s 13ms/step >34, 366/693, d1=0.570, d2=0.384 g=2.353 2/2 [==============================] - 0s 13ms/step >34, 367/693, d1=0.432, d2=0.341 g=3.464 2/2 [==============================] - 0s 13ms/step >34, 368/693, d1=0.536, d2=0.368 g=2.605 2/2 [==============================] - 0s 13ms/step >34, 369/693, d1=0.425, d2=0.309 g=2.447 2/2 [==============================] - 0s 13ms/step >34, 370/693, d1=0.333, d2=0.294 g=2.274 2/2 [==============================] - 0s 13ms/step >34, 371/693, d1=0.310, d2=0.406 g=2.292 2/2 [==============================] - 0s 15ms/step >34, 372/693, d1=0.566, d2=0.373 g=2.413 2/2 [==============================] - 0s 13ms/step >34, 373/693, d1=0.316, d2=0.346 g=2.444 2/2 [==============================] - 0s 14ms/step >34, 374/693, d1=0.582, d2=0.462 g=2.173 2/2 [==============================] - 0s 14ms/step >34, 375/693, d1=0.306, d2=0.329 g=2.740 2/2 [==============================] - 0s 13ms/step >34, 376/693, d1=0.395, d2=0.327 g=2.617 2/2 [==============================] - 0s 14ms/step >34, 377/693, d1=0.551, d2=0.488 g=3.054 2/2 [==============================] - 0s 14ms/step >34, 378/693, d1=0.469, d2=0.496 g=2.523 2/2 [==============================] - 0s 13ms/step >34, 379/693, d1=0.393, d2=0.349 g=2.261 2/2 [==============================] - 0s 14ms/step >34, 380/693, d1=0.448, d2=0.360 g=2.563 2/2 [==============================] - 0s 13ms/step >34, 381/693, d1=0.435, d2=0.383 g=2.770 2/2 [==============================] - 0s 13ms/step >34, 382/693, d1=0.472, d2=0.384 g=2.553 2/2 [==============================] - 0s 13ms/step >34, 383/693, d1=0.416, d2=0.400 g=2.603 2/2 [==============================] - 0s 11ms/step >34, 384/693, d1=0.419, d2=0.362 g=1.894 2/2 [==============================] - 0s 13ms/step >34, 385/693, d1=0.393, d2=0.362 g=2.912 2/2 [==============================] - 0s 13ms/step >34, 386/693, d1=0.413, d2=0.259 g=2.311 2/2 [==============================] - 0s 15ms/step >34, 387/693, d1=0.386, d2=0.299 g=2.097 2/2 [==============================] - 0s 13ms/step >34, 388/693, d1=0.448, d2=0.520 g=2.278 2/2 [==============================] - 0s 13ms/step >34, 389/693, d1=0.295, d2=0.441 g=2.506 2/2 [==============================] - 0s 13ms/step >34, 390/693, d1=0.324, d2=0.360 g=2.663 2/2 [==============================] - 0s 13ms/step >34, 391/693, d1=0.558, d2=0.264 g=2.274 2/2 [==============================] - 0s 14ms/step >34, 392/693, d1=0.337, d2=0.276 g=2.189 2/2 [==============================] - 0s 13ms/step >34, 393/693, d1=0.279, d2=0.478 g=2.313 2/2 [==============================] - 0s 14ms/step >34, 394/693, d1=0.282, d2=0.321 g=2.554 2/2 [==============================] - 0s 13ms/step >34, 395/693, d1=0.415, d2=0.220 g=3.189 2/2 [==============================] - 0s 13ms/step >34, 396/693, d1=0.348, d2=0.296 g=2.401 2/2 [==============================] - 0s 12ms/step >34, 397/693, d1=0.320, d2=0.436 g=2.574 2/2 [==============================] - 0s 14ms/step >34, 398/693, d1=0.529, d2=0.269 g=2.268 2/2 [==============================] - 0s 13ms/step >34, 399/693, d1=0.303, d2=0.453 g=2.732 2/2 [==============================] - 0s 14ms/step >34, 400/693, d1=0.282, d2=0.376 g=2.939 2/2 [==============================] - 0s 13ms/step >34, 401/693, d1=0.426, d2=0.299 g=2.933 2/2 [==============================] - 0s 13ms/step >34, 402/693, d1=0.499, d2=0.313 g=2.575 2/2 [==============================] - 0s 13ms/step >34, 403/693, d1=0.464, d2=0.388 g=2.779 2/2 [==============================] - 0s 11ms/step >34, 404/693, d1=0.503, d2=0.348 g=2.204 2/2 [==============================] - 0s 14ms/step >34, 405/693, d1=0.326, d2=0.453 g=3.045 2/2 [==============================] - 0s 14ms/step >34, 406/693, d1=0.440, d2=0.389 g=2.802 2/2 [==============================] - 0s 14ms/step >34, 407/693, d1=0.603, d2=0.546 g=2.639 2/2 [==============================] - 0s 13ms/step >34, 408/693, d1=0.362, d2=0.371 g=2.451 2/2 [==============================] - 0s 14ms/step >34, 409/693, d1=0.369, d2=0.358 g=2.754 2/2 [==============================] - 0s 13ms/step >34, 410/693, d1=0.497, d2=0.359 g=2.089 2/2 [==============================] - 0s 14ms/step >34, 411/693, d1=0.450, d2=0.378 g=2.883 2/2 [==============================] - 0s 12ms/step >34, 412/693, d1=0.364, d2=0.286 g=2.833 2/2 [==============================] - 0s 14ms/step >34, 413/693, d1=0.514, d2=0.513 g=2.596 2/2 [==============================] - 0s 13ms/step >34, 414/693, d1=0.473, d2=0.412 g=2.639 2/2 [==============================] - 0s 13ms/step >34, 415/693, d1=0.513, d2=0.372 g=2.403 2/2 [==============================] - 0s 12ms/step >34, 416/693, d1=0.310, d2=0.332 g=2.539 2/2 [==============================] - 0s 13ms/step >34, 417/693, d1=0.426, d2=0.283 g=2.215 2/2 [==============================] - 0s 14ms/step >34, 418/693, d1=0.310, d2=0.325 g=2.727 2/2 [==============================] - 0s 13ms/step >34, 419/693, d1=0.451, d2=0.342 g=2.486 2/2 [==============================] - 0s 14ms/step >34, 420/693, d1=0.529, d2=0.529 g=2.633 2/2 [==============================] - 0s 12ms/step >34, 421/693, d1=0.412, d2=0.316 g=2.313 2/2 [==============================] - 0s 13ms/step >34, 422/693, d1=0.439, d2=0.314 g=2.564 2/2 [==============================] - 0s 13ms/step >34, 423/693, d1=0.451, d2=0.389 g=2.200 2/2 [==============================] - 0s 12ms/step >34, 424/693, d1=0.446, d2=0.285 g=2.532 2/2 [==============================] - 0s 14ms/step >34, 425/693, d1=0.453, d2=0.486 g=3.736 2/2 [==============================] - 0s 13ms/step >34, 426/693, d1=0.346, d2=0.287 g=2.330 2/2 [==============================] - 0s 13ms/step >34, 427/693, d1=0.304, d2=0.398 g=2.903 2/2 [==============================] - 0s 13ms/step >34, 428/693, d1=0.315, d2=0.240 g=3.233 2/2 [==============================] - 0s 12ms/step >34, 429/693, d1=0.397, d2=0.265 g=2.154 2/2 [==============================] - 0s 14ms/step >34, 430/693, d1=0.486, d2=0.308 g=2.727 2/2 [==============================] - 0s 13ms/step >34, 431/693, d1=0.395, d2=0.311 g=2.858 2/2 [==============================] - 0s 13ms/step >34, 432/693, d1=0.350, d2=0.291 g=1.853 2/2 [==============================] - 0s 13ms/step >34, 433/693, d1=0.331, d2=0.407 g=2.573 2/2 [==============================] - 0s 14ms/step >34, 434/693, d1=0.334, d2=0.371 g=3.228 2/2 [==============================] - 0s 17ms/step >34, 435/693, d1=0.371, d2=0.245 g=1.961 2/2 [==============================] - 0s 13ms/step >34, 436/693, d1=0.437, d2=0.388 g=2.782 2/2 [==============================] - 0s 13ms/step >34, 437/693, d1=0.308, d2=0.401 g=2.563 2/2 [==============================] - 0s 14ms/step >34, 438/693, d1=0.550, d2=0.356 g=2.669 2/2 [==============================] - 0s 14ms/step >34, 439/693, d1=0.230, d2=0.366 g=3.251 2/2 [==============================] - 0s 13ms/step >34, 440/693, d1=0.380, d2=0.356 g=2.479 2/2 [==============================] - 0s 14ms/step >34, 441/693, d1=0.454, d2=0.286 g=2.844 2/2 [==============================] - 0s 13ms/step >34, 442/693, d1=0.480, d2=0.280 g=2.480 2/2 [==============================] - 0s 13ms/step >34, 443/693, d1=0.541, d2=0.415 g=2.651 2/2 [==============================] - 0s 13ms/step >34, 444/693, d1=0.392, d2=0.372 g=2.555 2/2 [==============================] - 0s 14ms/step >34, 445/693, d1=0.324, d2=0.346 g=3.184 2/2 [==============================] - 0s 14ms/step >34, 446/693, d1=0.292, d2=0.252 g=2.721 2/2 [==============================] - 0s 13ms/step >34, 447/693, d1=0.491, d2=0.385 g=2.706 2/2 [==============================] - 0s 13ms/step >34, 448/693, d1=0.405, d2=0.213 g=2.410 2/2 [==============================] - 0s 13ms/step >34, 449/693, d1=0.473, d2=0.330 g=2.130 2/2 [==============================] - 0s 13ms/step >34, 450/693, d1=0.277, d2=0.470 g=2.850 2/2 [==============================] - 0s 14ms/step >34, 451/693, d1=0.368, d2=0.340 g=2.348 2/2 [==============================] - 0s 12ms/step >34, 452/693, d1=0.336, d2=0.422 g=2.504 2/2 [==============================] - 0s 13ms/step >34, 453/693, d1=0.463, d2=0.337 g=3.382 2/2 [==============================] - 0s 14ms/step >34, 454/693, d1=0.505, d2=0.284 g=2.676 2/2 [==============================] - 0s 11ms/step >34, 455/693, d1=0.503, d2=0.424 g=2.374 2/2 [==============================] - 0s 14ms/step >34, 456/693, d1=0.387, d2=0.312 g=2.658 2/2 [==============================] - 0s 12ms/step >34, 457/693, d1=0.446, d2=0.397 g=1.999 2/2 [==============================] - 0s 12ms/step >34, 458/693, d1=0.484, d2=0.388 g=2.859 2/2 [==============================] - 0s 13ms/step >34, 459/693, d1=0.359, d2=0.378 g=2.910 2/2 [==============================] - 0s 14ms/step >34, 460/693, d1=0.442, d2=0.267 g=2.561 2/2 [==============================] - 0s 14ms/step >34, 461/693, d1=0.378, d2=0.331 g=2.486 2/2 [==============================] - 0s 12ms/step >34, 462/693, d1=0.375, d2=0.409 g=3.120 2/2 [==============================] - 0s 14ms/step >34, 463/693, d1=0.388, d2=0.289 g=3.173 2/2 [==============================] - 0s 13ms/step >34, 464/693, d1=0.429, d2=0.253 g=2.558 2/2 [==============================] - 0s 13ms/step >34, 465/693, d1=0.258, d2=0.304 g=2.851 2/2 [==============================] - 0s 13ms/step >34, 466/693, d1=0.560, d2=0.344 g=2.734 2/2 [==============================] - 0s 13ms/step >34, 467/693, d1=0.409, d2=0.421 g=2.615 2/2 [==============================] - 0s 13ms/step >34, 468/693, d1=0.274, d2=0.367 g=2.596 2/2 [==============================] - 0s 12ms/step >34, 469/693, d1=0.534, d2=0.431 g=2.300 2/2 [==============================] - 0s 12ms/step >34, 470/693, d1=0.368, d2=0.358 g=2.789 2/2 [==============================] - 0s 13ms/step >34, 471/693, d1=0.429, d2=0.249 g=2.624 2/2 [==============================] - 0s 12ms/step >34, 472/693, d1=0.368, d2=0.342 g=2.704 2/2 [==============================] - 0s 13ms/step >34, 473/693, d1=0.439, d2=0.349 g=2.581 2/2 [==============================] - 0s 13ms/step >34, 474/693, d1=0.385, d2=0.298 g=2.634 2/2 [==============================] - 0s 13ms/step >34, 475/693, d1=0.421, d2=0.339 g=2.882 2/2 [==============================] - 0s 13ms/step >34, 476/693, d1=0.461, d2=0.502 g=2.504 2/2 [==============================] - 0s 12ms/step >34, 477/693, d1=0.277, d2=0.277 g=2.606 2/2 [==============================] - 0s 12ms/step >34, 478/693, d1=0.502, d2=0.293 g=2.658 2/2 [==============================] - 0s 14ms/step >34, 479/693, d1=0.467, d2=0.385 g=2.830 2/2 [==============================] - 0s 12ms/step >34, 480/693, d1=0.364, d2=0.390 g=2.274 2/2 [==============================] - 0s 12ms/step >34, 481/693, d1=0.485, d2=0.499 g=3.229 2/2 [==============================] - 0s 13ms/step >34, 482/693, d1=0.451, d2=0.348 g=2.159 2/2 [==============================] - 0s 14ms/step >34, 483/693, d1=0.411, d2=0.304 g=2.974 2/2 [==============================] - 0s 13ms/step >34, 484/693, d1=0.360, d2=0.241 g=2.440 2/2 [==============================] - 0s 13ms/step >34, 485/693, d1=0.335, d2=0.347 g=2.555 2/2 [==============================] - 0s 13ms/step >34, 486/693, d1=0.458, d2=0.442 g=2.869 2/2 [==============================] - 0s 14ms/step >34, 487/693, d1=0.390, d2=0.385 g=2.971 2/2 [==============================] - 0s 13ms/step >34, 488/693, d1=0.437, d2=0.364 g=3.135 2/2 [==============================] - 0s 14ms/step >34, 489/693, d1=0.454, d2=0.261 g=3.316 2/2 [==============================] - 0s 14ms/step >34, 490/693, d1=0.339, d2=0.370 g=2.991 2/2 [==============================] - 0s 12ms/step >34, 491/693, d1=0.398, d2=0.389 g=3.171 2/2 [==============================] - 0s 13ms/step >34, 492/693, d1=0.424, d2=0.334 g=2.789 2/2 [==============================] - 0s 15ms/step >34, 493/693, d1=0.345, d2=0.368 g=2.651 2/2 [==============================] - 0s 13ms/step >34, 494/693, d1=0.517, d2=0.433 g=2.871 2/2 [==============================] - 0s 12ms/step >34, 495/693, d1=0.521, d2=0.486 g=2.568 2/2 [==============================] - 0s 14ms/step >34, 496/693, d1=0.536, d2=0.295 g=2.373 2/2 [==============================] - 0s 13ms/step >34, 497/693, d1=0.324, d2=0.451 g=2.974 2/2 [==============================] - 0s 14ms/step >34, 498/693, d1=0.340, d2=0.278 g=3.789 2/2 [==============================] - 0s 15ms/step >34, 499/693, d1=0.567, d2=0.336 g=2.550 2/2 [==============================] - 0s 12ms/step >34, 500/693, d1=0.429, d2=0.502 g=2.770 2/2 [==============================] - 0s 13ms/step >34, 501/693, d1=0.244, d2=0.366 g=2.732 2/2 [==============================] - 0s 13ms/step >34, 502/693, d1=0.516, d2=0.390 g=2.618 2/2 [==============================] - 0s 12ms/step >34, 503/693, d1=0.448, d2=0.304 g=2.514 2/2 [==============================] - 0s 12ms/step >34, 504/693, d1=0.280, d2=0.408 g=3.239 2/2 [==============================] - 0s 14ms/step >34, 505/693, d1=0.374, d2=0.230 g=2.517 2/2 [==============================] - 0s 13ms/step >34, 506/693, d1=0.563, d2=0.347 g=2.106 2/2 [==============================] - 0s 13ms/step >34, 507/693, d1=0.272, d2=0.377 g=3.921 2/2 [==============================] - 0s 13ms/step >34, 508/693, d1=0.367, d2=0.320 g=2.508 2/2 [==============================] - 0s 12ms/step >34, 509/693, d1=0.385, d2=0.230 g=3.210 2/2 [==============================] - 0s 13ms/step >34, 510/693, d1=0.356, d2=0.324 g=3.965 2/2 [==============================] - 0s 12ms/step >34, 511/693, d1=0.427, d2=0.307 g=2.780 2/2 [==============================] - 0s 12ms/step >34, 512/693, d1=0.319, d2=0.369 g=2.777 2/2 [==============================] - 0s 13ms/step >34, 513/693, d1=0.419, d2=0.316 g=3.325 2/2 [==============================] - 0s 13ms/step >34, 514/693, d1=0.346, d2=0.342 g=2.207 2/2 [==============================] - 0s 14ms/step >34, 515/693, d1=0.418, d2=0.427 g=2.090 2/2 [==============================] - 0s 12ms/step >34, 516/693, d1=0.514, d2=0.383 g=2.932 2/2 [==============================] - 0s 13ms/step >34, 517/693, d1=0.381, d2=0.359 g=3.280 2/2 [==============================] - 0s 14ms/step >34, 518/693, d1=0.407, d2=0.495 g=2.881 2/2 [==============================] - 0s 11ms/step >34, 519/693, d1=0.516, d2=0.324 g=2.120 2/2 [==============================] - 0s 13ms/step >34, 520/693, d1=0.447, d2=0.416 g=2.320 2/2 [==============================] - 0s 13ms/step >34, 521/693, d1=0.393, d2=0.358 g=2.931 2/2 [==============================] - 0s 13ms/step >34, 522/693, d1=0.444, d2=0.323 g=3.426 2/2 [==============================] - 0s 14ms/step >34, 523/693, d1=0.358, d2=0.398 g=3.236 2/2 [==============================] - 0s 15ms/step >34, 524/693, d1=0.455, d2=0.321 g=3.113 2/2 [==============================] - 0s 11ms/step >34, 525/693, d1=0.563, d2=0.341 g=3.206 2/2 [==============================] - 0s 14ms/step >34, 526/693, d1=0.398, d2=0.511 g=2.625 2/2 [==============================] - 0s 13ms/step >34, 527/693, d1=0.453, d2=0.272 g=2.877 2/2 [==============================] - 0s 14ms/step >34, 528/693, d1=0.523, d2=0.369 g=2.406 2/2 [==============================] - 0s 13ms/step >34, 529/693, d1=0.388, d2=0.450 g=2.324 2/2 [==============================] - 0s 15ms/step >34, 530/693, d1=0.368, d2=0.310 g=2.865 2/2 [==============================] - 0s 18ms/step >34, 531/693, d1=0.430, d2=0.410 g=2.763 2/2 [==============================] - 0s 13ms/step >34, 532/693, d1=0.336, d2=0.351 g=3.190 2/2 [==============================] - 0s 12ms/step >34, 533/693, d1=0.369, d2=0.329 g=2.968 2/2 [==============================] - 0s 13ms/step >34, 534/693, d1=0.510, d2=0.295 g=2.810 2/2 [==============================] - 0s 11ms/step >34, 535/693, d1=0.373, d2=0.367 g=3.664 2/2 [==============================] - 0s 16ms/step >34, 536/693, d1=0.475, d2=0.263 g=2.825 2/2 [==============================] - 0s 12ms/step >34, 537/693, d1=0.297, d2=0.344 g=2.596 2/2 [==============================] - 0s 14ms/step >34, 538/693, d1=0.242, d2=0.349 g=2.866 2/2 [==============================] - 0s 14ms/step >34, 539/693, d1=0.485, d2=0.400 g=3.295 2/2 [==============================] - 0s 14ms/step >34, 540/693, d1=0.439, d2=0.340 g=2.813 2/2 [==============================] - 0s 13ms/step >34, 541/693, d1=0.411, d2=0.257 g=2.368 2/2 [==============================] - 0s 14ms/step >34, 542/693, d1=0.496, d2=0.554 g=2.963 2/2 [==============================] - 0s 15ms/step >34, 543/693, d1=0.480, d2=0.417 g=2.424 2/2 [==============================] - 0s 13ms/step >34, 544/693, d1=0.421, d2=0.357 g=2.965 2/2 [==============================] - 0s 12ms/step >34, 545/693, d1=0.278, d2=0.323 g=3.541 2/2 [==============================] - 0s 13ms/step >34, 546/693, d1=0.442, d2=0.260 g=2.868 2/2 [==============================] - 0s 13ms/step >34, 547/693, d1=0.365, d2=0.434 g=3.283 2/2 [==============================] - 0s 17ms/step >34, 548/693, d1=0.386, d2=0.234 g=3.464 2/2 [==============================] - 0s 12ms/step >34, 549/693, d1=0.281, d2=0.409 g=3.572 2/2 [==============================] - 0s 13ms/step >34, 550/693, d1=0.458, d2=0.280 g=2.202 2/2 [==============================] - 0s 13ms/step >34, 551/693, d1=0.300, d2=0.460 g=3.245 2/2 [==============================] - 0s 12ms/step >34, 552/693, d1=0.434, d2=0.300 g=2.308 2/2 [==============================] - 0s 14ms/step >34, 553/693, d1=0.476, d2=0.426 g=2.301 2/2 [==============================] - 0s 13ms/step >34, 554/693, d1=0.303, d2=0.373 g=2.873 2/2 [==============================] - 0s 14ms/step >34, 555/693, d1=0.498, d2=0.421 g=2.813 2/2 [==============================] - 0s 16ms/step >34, 556/693, d1=0.292, d2=0.464 g=3.256 2/2 [==============================] - 0s 17ms/step >34, 557/693, d1=0.465, d2=0.215 g=3.140 2/2 [==============================] - 0s 13ms/step >34, 558/693, d1=0.408, d2=0.381 g=2.448 2/2 [==============================] - 0s 14ms/step >34, 559/693, d1=0.471, d2=0.355 g=2.745 2/2 [==============================] - 0s 15ms/step >34, 560/693, d1=0.487, d2=0.355 g=2.200 2/2 [==============================] - 0s 13ms/step >34, 561/693, d1=0.274, d2=0.305 g=2.641 2/2 [==============================] - 0s 15ms/step >34, 562/693, d1=0.458, d2=0.282 g=2.284 2/2 [==============================] - 0s 15ms/step >34, 563/693, d1=0.388, d2=0.370 g=3.846 2/2 [==============================] - 0s 13ms/step >34, 564/693, d1=0.477, d2=0.361 g=2.488 2/2 [==============================] - 0s 13ms/step >34, 565/693, d1=0.493, d2=0.358 g=2.483 2/2 [==============================] - 0s 14ms/step >34, 566/693, d1=0.343, d2=0.396 g=2.687 2/2 [==============================] - 0s 12ms/step >34, 567/693, d1=0.292, d2=0.362 g=2.999 2/2 [==============================] - 0s 13ms/step >34, 568/693, d1=0.420, d2=0.297 g=2.864 2/2 [==============================] - 0s 19ms/step >34, 569/693, d1=0.297, d2=0.409 g=2.357 2/2 [==============================] - 0s 12ms/step >34, 570/693, d1=0.496, d2=0.287 g=3.685 2/2 [==============================] - 0s 12ms/step >34, 571/693, d1=0.464, d2=0.379 g=3.049 2/2 [==============================] - 0s 12ms/step >34, 572/693, d1=0.392, d2=0.397 g=2.409 2/2 [==============================] - 0s 13ms/step >34, 573/693, d1=0.259, d2=0.293 g=3.204 2/2 [==============================] - 0s 12ms/step >34, 574/693, d1=0.571, d2=0.464 g=3.472 2/2 [==============================] - 0s 13ms/step >34, 575/693, d1=0.496, d2=0.325 g=2.420 2/2 [==============================] - 0s 13ms/step >34, 576/693, d1=0.399, d2=0.388 g=2.161 2/2 [==============================] - 0s 13ms/step >34, 577/693, d1=0.418, d2=0.455 g=3.075 2/2 [==============================] - 0s 13ms/step >34, 578/693, d1=0.367, d2=0.368 g=3.232 2/2 [==============================] - 0s 14ms/step >34, 579/693, d1=0.285, d2=0.375 g=3.151 2/2 [==============================] - 0s 15ms/step >34, 580/693, d1=0.427, d2=0.364 g=2.954 2/2 [==============================] - 0s 12ms/step >34, 581/693, d1=0.510, d2=0.410 g=3.338 2/2 [==============================] - 0s 13ms/step >34, 582/693, d1=0.514, d2=0.411 g=2.654 2/2 [==============================] - 0s 11ms/step >34, 583/693, d1=0.478, d2=0.355 g=3.485 2/2 [==============================] - 0s 14ms/step >34, 584/693, d1=0.425, d2=0.371 g=2.567 2/2 [==============================] - 0s 14ms/step >34, 585/693, d1=0.516, d2=0.312 g=1.809 2/2 [==============================] - 0s 12ms/step >34, 586/693, d1=0.456, d2=0.361 g=2.080 2/2 [==============================] - 0s 14ms/step >34, 587/693, d1=0.448, d2=0.484 g=3.172 2/2 [==============================] - 0s 14ms/step >34, 588/693, d1=0.446, d2=0.405 g=2.605 2/2 [==============================] - 0s 13ms/step >34, 589/693, d1=0.462, d2=0.416 g=2.807 2/2 [==============================] - 0s 14ms/step >34, 590/693, d1=0.441, d2=0.433 g=3.171 2/2 [==============================] - 0s 14ms/step >34, 591/693, d1=0.443, d2=0.333 g=3.181 2/2 [==============================] - 0s 13ms/step >34, 592/693, d1=0.362, d2=0.365 g=3.139 2/2 [==============================] - 0s 14ms/step >34, 593/693, d1=0.506, d2=0.401 g=2.903 2/2 [==============================] - 0s 13ms/step >34, 594/693, d1=0.361, d2=0.295 g=2.513 2/2 [==============================] - 0s 12ms/step >34, 595/693, d1=0.464, d2=0.343 g=2.743 2/2 [==============================] - 0s 15ms/step >34, 596/693, d1=0.311, d2=0.434 g=2.955 2/2 [==============================] - 0s 13ms/step >34, 597/693, d1=0.343, d2=0.405 g=3.037 2/2 [==============================] - 0s 14ms/step >34, 598/693, d1=0.332, d2=0.238 g=3.000 2/2 [==============================] - 0s 14ms/step >34, 599/693, d1=0.429, d2=0.278 g=3.410 2/2 [==============================] - 0s 15ms/step >34, 600/693, d1=0.273, d2=0.430 g=2.622 2/2 [==============================] - 0s 13ms/step >34, 601/693, d1=0.403, d2=0.490 g=2.890 2/2 [==============================] - 0s 15ms/step >34, 602/693, d1=0.538, d2=0.339 g=2.588 2/2 [==============================] - 0s 13ms/step >34, 603/693, d1=0.407, d2=0.274 g=2.988 2/2 [==============================] - 0s 13ms/step >34, 604/693, d1=0.324, d2=0.452 g=2.555 2/2 [==============================] - 0s 13ms/step >34, 605/693, d1=0.357, d2=0.319 g=2.792 2/2 [==============================] - 0s 14ms/step >34, 606/693, d1=0.645, d2=0.363 g=2.985 2/2 [==============================] - 0s 13ms/step >34, 607/693, d1=0.345, d2=0.437 g=3.062 2/2 [==============================] - 0s 14ms/step >34, 608/693, d1=0.461, d2=0.283 g=2.374 2/2 [==============================] - 0s 13ms/step >34, 609/693, d1=0.331, d2=0.426 g=2.955 2/2 [==============================] - 0s 12ms/step >34, 610/693, d1=0.522, d2=0.394 g=2.849 2/2 [==============================] - 0s 13ms/step >34, 611/693, d1=0.426, d2=0.315 g=2.680 2/2 [==============================] - 0s 15ms/step >34, 612/693, d1=0.341, d2=0.347 g=2.224 2/2 [==============================] - 0s 15ms/step >34, 613/693, d1=0.434, d2=0.370 g=2.832 2/2 [==============================] - 0s 16ms/step >34, 614/693, d1=0.399, d2=0.405 g=3.648 2/2 [==============================] - 0s 11ms/step >34, 615/693, d1=0.378, d2=0.389 g=3.375 2/2 [==============================] - 0s 13ms/step >34, 616/693, d1=0.522, d2=0.332 g=3.097 2/2 [==============================] - 0s 12ms/step >34, 617/693, d1=0.573, d2=0.409 g=2.429 2/2 [==============================] - 0s 13ms/step >34, 618/693, d1=0.345, d2=0.396 g=2.749 2/2 [==============================] - 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0s 13ms/step >34, 652/693, d1=0.424, d2=0.400 g=2.281 2/2 [==============================] - 0s 12ms/step >34, 653/693, d1=0.446, d2=0.386 g=2.146 2/2 [==============================] - 0s 14ms/step >34, 654/693, d1=0.373, d2=0.299 g=2.712 2/2 [==============================] - 0s 14ms/step >34, 655/693, d1=0.468, d2=0.381 g=2.565 2/2 [==============================] - 0s 13ms/step >34, 656/693, d1=0.348, d2=0.358 g=2.622 2/2 [==============================] - 0s 12ms/step >34, 657/693, d1=0.426, d2=0.283 g=2.891 2/2 [==============================] - 0s 12ms/step >34, 658/693, d1=0.316, d2=0.390 g=3.046 2/2 [==============================] - 0s 13ms/step >34, 659/693, d1=0.374, d2=0.339 g=3.224 2/2 [==============================] - 0s 14ms/step >34, 660/693, d1=0.344, d2=0.365 g=2.808 2/2 [==============================] - 0s 14ms/step >34, 661/693, d1=0.379, d2=0.295 g=2.800 2/2 [==============================] - 0s 13ms/step >34, 662/693, d1=0.529, d2=0.380 g=2.559 2/2 [==============================] - 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0s 13ms/step >34, 674/693, d1=0.402, d2=0.342 g=2.550 2/2 [==============================] - 0s 12ms/step >34, 675/693, d1=0.542, d2=0.492 g=3.153 2/2 [==============================] - 0s 14ms/step >34, 676/693, d1=0.385, d2=0.316 g=1.984 2/2 [==============================] - 0s 13ms/step >34, 677/693, d1=0.412, d2=0.415 g=2.728 2/2 [==============================] - 0s 14ms/step >34, 678/693, d1=0.435, d2=0.310 g=2.661 2/2 [==============================] - 0s 13ms/step >34, 679/693, d1=0.487, d2=0.396 g=3.220 2/2 [==============================] - 0s 12ms/step >34, 680/693, d1=0.372, d2=0.392 g=2.914 2/2 [==============================] - 0s 13ms/step >34, 681/693, d1=0.279, d2=0.405 g=3.276 2/2 [==============================] - 0s 14ms/step >34, 682/693, d1=0.627, d2=0.274 g=3.468 2/2 [==============================] - 0s 14ms/step >34, 683/693, d1=0.383, d2=0.420 g=3.065 2/2 [==============================] - 0s 12ms/step >34, 684/693, d1=0.507, d2=0.335 g=2.538 2/2 [==============================] - 0s 11ms/step >34, 685/693, d1=0.435, d2=0.364 g=4.066 2/2 [==============================] - 0s 13ms/step >34, 686/693, d1=0.348, d2=0.295 g=2.406 2/2 [==============================] - 0s 12ms/step >34, 687/693, d1=0.534, d2=0.576 g=2.185 2/2 [==============================] - 0s 14ms/step >34, 688/693, d1=0.357, d2=0.341 g=2.326 2/2 [==============================] - 0s 12ms/step >34, 689/693, d1=0.506, d2=0.433 g=2.490 2/2 [==============================] - 0s 15ms/step >34, 690/693, d1=0.319, d2=0.405 g=2.725 2/2 [==============================] - 0s 14ms/step >34, 691/693, d1=0.318, d2=0.471 g=2.490 2/2 [==============================] - 0s 12ms/step >34, 692/693, d1=0.381, d2=0.302 g=3.475 2/2 [==============================] - 0s 14ms/step >34, 693/693, d1=0.594, d2=0.308 g=2.139 2/2 [==============================] - 0s 13ms/step >35, 1/693, d1=0.440, d2=0.468 g=2.777 2/2 [==============================] - 0s 11ms/step >35, 2/693, d1=0.444, d2=0.312 g=2.179 2/2 [==============================] - 0s 13ms/step >35, 3/693, d1=0.538, d2=0.392 g=2.795 2/2 [==============================] - 0s 12ms/step >35, 4/693, d1=0.241, d2=0.389 g=2.719 2/2 [==============================] - 0s 14ms/step >35, 5/693, d1=0.348, d2=0.302 g=2.327 2/2 [==============================] - 0s 13ms/step >35, 6/693, d1=0.554, d2=0.396 g=2.182 2/2 [==============================] - 0s 14ms/step >35, 7/693, d1=0.333, d2=0.367 g=2.866 2/2 [==============================] - 0s 13ms/step >35, 8/693, d1=0.387, d2=0.306 g=2.837 2/2 [==============================] - 0s 13ms/step >35, 9/693, d1=0.471, d2=0.300 g=2.854 2/2 [==============================] - 0s 13ms/step >35, 10/693, d1=0.398, d2=0.391 g=2.452 2/2 [==============================] - 0s 14ms/step >35, 11/693, d1=0.405, d2=0.304 g=2.484 2/2 [==============================] - 0s 13ms/step >35, 12/693, d1=0.314, d2=0.355 g=2.263 2/2 [==============================] - 0s 12ms/step >35, 13/693, d1=0.333, d2=0.342 g=2.546 2/2 [==============================] - 0s 12ms/step >35, 14/693, d1=0.374, d2=0.262 g=2.772 2/2 [==============================] - 0s 15ms/step >35, 15/693, d1=0.361, d2=0.338 g=2.780 2/2 [==============================] - 0s 13ms/step >35, 16/693, d1=0.418, d2=0.482 g=3.081 2/2 [==============================] - 0s 12ms/step >35, 17/693, d1=0.403, d2=0.279 g=2.933 2/2 [==============================] - 0s 13ms/step >35, 18/693, d1=0.348, d2=0.363 g=2.754 2/2 [==============================] - 0s 13ms/step >35, 19/693, d1=0.475, d2=0.383 g=2.812 2/2 [==============================] - 0s 14ms/step >35, 20/693, d1=0.413, d2=0.325 g=3.083 2/2 [==============================] - 0s 12ms/step >35, 21/693, d1=0.489, d2=0.434 g=2.452 2/2 [==============================] - 0s 13ms/step >35, 22/693, d1=0.426, d2=0.375 g=2.779 2/2 [==============================] - 0s 14ms/step >35, 23/693, d1=0.396, d2=0.363 g=2.142 2/2 [==============================] - 0s 12ms/step >35, 24/693, d1=0.381, d2=0.541 g=2.898 2/2 [==============================] - 0s 14ms/step >35, 25/693, d1=0.435, d2=0.226 g=4.450 2/2 [==============================] - 0s 14ms/step >35, 26/693, d1=0.403, d2=0.285 g=3.569 2/2 [==============================] - 0s 13ms/step >35, 27/693, d1=0.323, d2=0.207 g=2.901 2/2 [==============================] - 0s 13ms/step >35, 28/693, d1=0.364, d2=0.312 g=2.511 2/2 [==============================] - 0s 14ms/step >35, 29/693, d1=0.530, d2=0.421 g=3.211 2/2 [==============================] - 0s 12ms/step >35, 30/693, d1=0.307, d2=0.363 g=2.415 2/2 [==============================] - 0s 13ms/step >35, 31/693, d1=0.319, d2=0.319 g=2.708 2/2 [==============================] - 0s 12ms/step >35, 32/693, d1=0.378, d2=0.339 g=3.045 2/2 [==============================] - 0s 13ms/step >35, 33/693, d1=0.416, d2=0.429 g=3.082 2/2 [==============================] - 0s 13ms/step >35, 34/693, d1=0.513, d2=0.371 g=2.763 2/2 [==============================] - 0s 13ms/step >35, 35/693, d1=0.456, d2=0.350 g=2.417 2/2 [==============================] - 0s 15ms/step >35, 36/693, d1=0.486, d2=0.320 g=2.143 2/2 [==============================] - 0s 13ms/step >35, 37/693, d1=0.315, d2=0.466 g=3.183 2/2 [==============================] - 0s 14ms/step >35, 38/693, d1=0.469, d2=0.382 g=2.632 2/2 [==============================] - 0s 13ms/step >35, 39/693, d1=0.456, d2=0.326 g=3.513 2/2 [==============================] - 0s 15ms/step >35, 40/693, d1=0.345, d2=0.367 g=3.452 2/2 [==============================] - 0s 17ms/step >35, 41/693, d1=0.401, d2=0.325 g=3.680 2/2 [==============================] - 0s 16ms/step >35, 42/693, d1=0.431, d2=0.329 g=3.058 2/2 [==============================] - 0s 13ms/step >35, 43/693, d1=0.540, d2=0.394 g=2.435 2/2 [==============================] - 0s 15ms/step >35, 44/693, d1=0.297, d2=0.396 g=4.108 2/2 [==============================] - 0s 14ms/step >35, 45/693, d1=0.444, d2=0.238 g=2.993 2/2 [==============================] - 0s 13ms/step >35, 46/693, d1=0.455, d2=0.296 g=2.759 2/2 [==============================] - 0s 13ms/step >35, 47/693, d1=0.382, d2=0.519 g=3.339 2/2 [==============================] - 0s 13ms/step >35, 48/693, d1=0.504, d2=0.333 g=2.710 2/2 [==============================] - 0s 12ms/step >35, 49/693, d1=0.465, d2=0.363 g=2.913 2/2 [==============================] - 0s 14ms/step >35, 50/693, d1=0.431, d2=0.251 g=3.866 2/2 [==============================] - 0s 14ms/step >35, 51/693, d1=0.363, d2=0.388 g=2.705 2/2 [==============================] - 0s 12ms/step >35, 52/693, d1=0.313, d2=0.358 g=3.193 2/2 [==============================] - 0s 12ms/step >35, 53/693, d1=0.499, d2=0.288 g=3.268 2/2 [==============================] - 0s 14ms/step >35, 54/693, d1=0.429, d2=0.418 g=2.860 2/2 [==============================] - 0s 13ms/step >35, 55/693, d1=0.484, d2=0.328 g=3.572 2/2 [==============================] - 0s 13ms/step >35, 56/693, d1=0.478, d2=0.475 g=2.457 2/2 [==============================] - 0s 14ms/step >35, 57/693, d1=0.427, d2=0.339 g=3.131 2/2 [==============================] - 0s 11ms/step >35, 58/693, d1=0.372, d2=0.430 g=3.097 2/2 [==============================] - 0s 14ms/step >35, 59/693, d1=0.387, d2=0.389 g=2.921 2/2 [==============================] - 0s 14ms/step >35, 60/693, d1=0.373, d2=0.395 g=3.055 2/2 [==============================] - 0s 12ms/step >35, 61/693, d1=0.526, d2=0.375 g=2.620 2/2 [==============================] - 0s 13ms/step >35, 62/693, d1=0.468, d2=0.293 g=2.921 2/2 [==============================] - 0s 13ms/step >35, 63/693, d1=0.414, d2=0.394 g=2.788 2/2 [==============================] - 0s 8ms/step >35, 64/693, d1=0.490, d2=0.401 g=1.978 2/2 [==============================] - 0s 14ms/step >35, 65/693, d1=0.343, d2=0.412 g=2.687 2/2 [==============================] - 0s 14ms/step >35, 66/693, d1=0.391, d2=0.279 g=3.109 2/2 [==============================] - 0s 14ms/step >35, 67/693, d1=0.454, d2=0.387 g=3.101 2/2 [==============================] - 0s 14ms/step >35, 68/693, d1=0.474, d2=0.308 g=2.948 2/2 [==============================] - 0s 13ms/step >35, 69/693, d1=0.342, d2=0.317 g=3.134 2/2 [==============================] - 0s 13ms/step >35, 70/693, d1=0.384, d2=0.435 g=2.387 2/2 [==============================] - 0s 15ms/step >35, 71/693, d1=0.435, d2=0.303 g=3.018 2/2 [==============================] - 0s 11ms/step >35, 72/693, d1=0.427, d2=0.331 g=2.696 2/2 [==============================] - 0s 14ms/step >35, 73/693, d1=0.324, d2=0.392 g=2.203 2/2 [==============================] - 0s 14ms/step >35, 74/693, d1=0.389, d2=0.424 g=3.098 2/2 [==============================] - 0s 14ms/step >35, 75/693, d1=0.482, d2=0.393 g=3.135 2/2 [==============================] - 0s 13ms/step >35, 76/693, d1=0.449, d2=0.395 g=2.651 2/2 [==============================] - 0s 16ms/step >35, 77/693, d1=0.371, d2=0.347 g=2.760 2/2 [==============================] - 0s 14ms/step >35, 78/693, d1=0.383, d2=0.299 g=3.192 2/2 [==============================] - 0s 13ms/step >35, 79/693, d1=0.415, d2=0.385 g=3.040 2/2 [==============================] - 0s 14ms/step >35, 80/693, d1=0.359, d2=0.404 g=3.149 2/2 [==============================] - 0s 14ms/step >35, 81/693, d1=0.485, d2=0.313 g=2.982 2/2 [==============================] - 0s 14ms/step >35, 82/693, d1=0.291, d2=0.299 g=2.896 2/2 [==============================] - 0s 15ms/step >35, 83/693, d1=0.496, d2=0.463 g=2.697 2/2 [==============================] - 0s 12ms/step >35, 84/693, d1=0.267, d2=0.282 g=4.065 2/2 [==============================] - 0s 15ms/step >35, 85/693, d1=0.517, d2=0.372 g=3.029 2/2 [==============================] - 0s 14ms/step >35, 86/693, d1=0.612, d2=0.505 g=2.508 2/2 [==============================] - 0s 13ms/step >35, 87/693, d1=0.479, d2=0.403 g=3.006 2/2 [==============================] - 0s 14ms/step >35, 88/693, d1=0.331, d2=0.390 g=2.546 2/2 [==============================] - 0s 14ms/step >35, 89/693, d1=0.423, d2=0.298 g=3.275 2/2 [==============================] - 0s 14ms/step >35, 90/693, d1=0.433, d2=0.456 g=3.048 2/2 [==============================] - 0s 14ms/step >35, 91/693, d1=0.295, d2=0.295 g=3.415 2/2 [==============================] - 0s 12ms/step >35, 92/693, d1=0.415, d2=0.269 g=2.996 2/2 [==============================] - 0s 12ms/step >35, 93/693, d1=0.383, d2=0.326 g=3.568 2/2 [==============================] - 0s 14ms/step >35, 94/693, d1=0.443, d2=0.353 g=2.898 2/2 [==============================] - 0s 14ms/step >35, 95/693, d1=0.437, d2=0.325 g=4.067 2/2 [==============================] - 0s 15ms/step >35, 96/693, d1=0.416, d2=0.300 g=3.517 2/2 [==============================] - 0s 14ms/step >35, 97/693, d1=0.460, d2=0.408 g=2.701 2/2 [==============================] - 0s 12ms/step >35, 98/693, d1=0.374, d2=0.464 g=2.768 2/2 [==============================] - 0s 13ms/step >35, 99/693, d1=0.402, d2=0.284 g=3.487 2/2 [==============================] - 0s 14ms/step >35, 100/693, d1=0.491, d2=0.298 g=2.653 2/2 [==============================] - 0s 12ms/step >35, 101/693, d1=0.291, d2=0.433 g=3.457 2/2 [==============================] - 0s 14ms/step >35, 102/693, d1=0.437, d2=0.342 g=3.063 2/2 [==============================] - 0s 15ms/step >35, 103/693, d1=0.484, d2=0.410 g=2.984 2/2 [==============================] - 0s 13ms/step >35, 104/693, d1=0.430, d2=0.442 g=3.120 2/2 [==============================] - 0s 12ms/step >35, 105/693, d1=0.373, d2=0.340 g=2.363 2/2 [==============================] - 0s 13ms/step >35, 106/693, d1=0.379, d2=0.294 g=2.240 2/2 [==============================] - 0s 15ms/step >35, 107/693, d1=0.337, d2=0.263 g=2.972 2/2 [==============================] - 0s 14ms/step >35, 108/693, d1=0.434, d2=0.298 g=2.153 2/2 [==============================] - 0s 14ms/step >35, 109/693, d1=0.381, d2=0.427 g=2.378 2/2 [==============================] - 0s 13ms/step >35, 110/693, d1=0.407, d2=0.456 g=2.141 2/2 [==============================] - 0s 14ms/step >35, 111/693, d1=0.390, d2=0.299 g=2.869 2/2 [==============================] - 0s 12ms/step >35, 112/693, d1=0.334, d2=0.266 g=2.678 2/2 [==============================] - 0s 15ms/step >35, 113/693, d1=0.391, d2=0.296 g=2.493 2/2 [==============================] - 0s 14ms/step >35, 114/693, d1=0.337, d2=0.384 g=2.608 2/2 [==============================] - 0s 13ms/step >35, 115/693, d1=0.399, d2=0.387 g=2.117 2/2 [==============================] - 0s 13ms/step >35, 116/693, d1=0.441, d2=0.385 g=2.663 2/2 [==============================] - 0s 11ms/step >35, 117/693, d1=0.524, d2=0.364 g=2.700 2/2 [==============================] - 0s 15ms/step >35, 118/693, d1=0.353, d2=0.454 g=3.079 2/2 [==============================] - 0s 13ms/step >35, 119/693, d1=0.477, d2=0.379 g=2.233 2/2 [==============================] - 0s 13ms/step >35, 120/693, d1=0.448, d2=0.317 g=3.020 2/2 [==============================] - 0s 12ms/step >35, 121/693, d1=0.502, d2=0.353 g=2.663 2/2 [==============================] - 0s 13ms/step >35, 122/693, d1=0.370, d2=0.373 g=2.493 2/2 [==============================] - 0s 13ms/step >35, 123/693, d1=0.314, d2=0.404 g=3.149 2/2 [==============================] - 0s 12ms/step >35, 124/693, d1=0.504, d2=0.312 g=2.426 2/2 [==============================] - 0s 13ms/step >35, 125/693, d1=0.404, d2=0.405 g=3.118 2/2 [==============================] - 0s 14ms/step >35, 126/693, d1=0.253, d2=0.259 g=4.003 2/2 [==============================] - 0s 13ms/step >35, 127/693, d1=0.489, d2=0.251 g=3.288 2/2 [==============================] - 0s 13ms/step >35, 128/693, d1=0.475, d2=0.480 g=2.813 2/2 [==============================] - 0s 14ms/step >35, 129/693, d1=0.443, d2=0.412 g=2.397 2/2 [==============================] - 0s 12ms/step >35, 130/693, d1=0.640, d2=0.313 g=2.335 2/2 [==============================] - 0s 14ms/step >35, 131/693, d1=0.254, d2=0.372 g=2.391 2/2 [==============================] - 0s 14ms/step >35, 132/693, d1=0.320, d2=0.429 g=2.977 2/2 [==============================] - 0s 13ms/step >35, 133/693, d1=0.278, d2=0.303 g=2.153 2/2 [==============================] - 0s 12ms/step >35, 134/693, d1=0.394, d2=0.420 g=2.353 2/2 [==============================] - 0s 14ms/step >35, 135/693, d1=0.379, d2=0.394 g=3.145 2/2 [==============================] - 0s 13ms/step >35, 136/693, d1=0.569, d2=0.387 g=2.628 2/2 [==============================] - 0s 13ms/step >35, 137/693, d1=0.466, d2=0.268 g=3.202 2/2 [==============================] - 0s 12ms/step >35, 138/693, d1=0.394, d2=0.338 g=2.305 2/2 [==============================] - 0s 13ms/step >35, 139/693, d1=0.353, d2=0.448 g=2.463 2/2 [==============================] - 0s 13ms/step >35, 140/693, d1=0.382, d2=0.351 g=2.378 2/2 [==============================] - 0s 11ms/step >35, 141/693, d1=0.385, d2=0.313 g=2.413 2/2 [==============================] - 0s 14ms/step >35, 142/693, d1=0.455, d2=0.319 g=3.316 2/2 [==============================] - 0s 14ms/step >35, 143/693, d1=0.443, d2=0.294 g=2.076 2/2 [==============================] - 0s 14ms/step >35, 144/693, d1=0.349, d2=0.390 g=2.570 2/2 [==============================] - 0s 14ms/step >35, 145/693, d1=0.295, d2=0.310 g=2.449 2/2 [==============================] - 0s 13ms/step >35, 146/693, d1=0.400, d2=0.355 g=2.379 2/2 [==============================] - 0s 14ms/step >35, 147/693, d1=0.362, d2=0.354 g=3.178 2/2 [==============================] - 0s 12ms/step >35, 148/693, d1=0.455, d2=0.308 g=3.630 2/2 [==============================] - 0s 13ms/step >35, 149/693, d1=0.519, d2=0.366 g=2.571 2/2 [==============================] - 0s 12ms/step >35, 150/693, d1=0.271, d2=0.305 g=2.804 2/2 [==============================] - 0s 12ms/step >35, 151/693, d1=0.465, d2=0.331 g=2.883 2/2 [==============================] - 0s 12ms/step >35, 152/693, d1=0.363, d2=0.579 g=3.133 2/2 [==============================] - 0s 13ms/step >35, 153/693, d1=0.566, d2=0.260 g=3.149 2/2 [==============================] - 0s 12ms/step >35, 154/693, d1=0.309, d2=0.369 g=4.277 2/2 [==============================] - 0s 11ms/step >35, 155/693, d1=0.410, d2=0.294 g=2.748 2/2 [==============================] - 0s 14ms/step >35, 156/693, d1=0.465, d2=0.311 g=2.776 2/2 [==============================] - 0s 15ms/step >35, 157/693, d1=0.427, d2=0.308 g=2.688 2/2 [==============================] - 0s 13ms/step >35, 158/693, d1=0.308, d2=0.423 g=3.565 2/2 [==============================] - 0s 14ms/step >35, 159/693, d1=0.377, d2=0.265 g=3.720 2/2 [==============================] - 0s 12ms/step >35, 160/693, d1=0.534, d2=0.441 g=4.242 2/2 [==============================] - 0s 15ms/step >35, 161/693, d1=0.331, d2=0.318 g=3.181 2/2 [==============================] - 0s 13ms/step >35, 162/693, d1=0.531, d2=0.524 g=2.159 2/2 [==============================] - 0s 12ms/step >35, 163/693, d1=0.370, d2=0.243 g=4.506 2/2 [==============================] - 0s 13ms/step >35, 164/693, d1=0.323, d2=0.373 g=2.740 2/2 [==============================] - 0s 13ms/step >35, 165/693, d1=0.446, d2=0.408 g=3.428 2/2 [==============================] - 0s 14ms/step >35, 166/693, d1=0.432, d2=0.414 g=2.610 2/2 [==============================] - 0s 14ms/step >35, 167/693, d1=0.466, d2=0.355 g=3.946 2/2 [==============================] - 0s 11ms/step >35, 168/693, d1=0.447, d2=0.374 g=2.704 2/2 [==============================] - 0s 13ms/step >35, 169/693, d1=0.383, d2=0.235 g=3.279 2/2 [==============================] - 0s 14ms/step >35, 170/693, d1=0.383, d2=0.330 g=3.291 2/2 [==============================] - 0s 13ms/step >35, 171/693, d1=0.407, d2=0.412 g=2.770 2/2 [==============================] - 0s 13ms/step >35, 172/693, d1=0.600, d2=0.320 g=2.715 2/2 [==============================] - 0s 12ms/step >35, 173/693, d1=0.399, d2=0.507 g=3.446 2/2 [==============================] - 0s 16ms/step >35, 174/693, d1=0.526, d2=0.397 g=2.639 2/2 [==============================] - 0s 13ms/step >35, 175/693, d1=0.573, d2=0.379 g=3.623 2/2 [==============================] - 0s 13ms/step >35, 176/693, d1=0.287, d2=0.335 g=2.907 2/2 [==============================] - 0s 12ms/step >35, 177/693, d1=0.388, d2=0.379 g=2.894 2/2 [==============================] - 0s 13ms/step >35, 178/693, d1=0.468, d2=0.272 g=2.303 2/2 [==============================] - 0s 14ms/step >35, 179/693, d1=0.387, d2=0.428 g=3.710 2/2 [==============================] - 0s 14ms/step >35, 180/693, d1=0.286, d2=0.340 g=3.497 2/2 [==============================] - 0s 13ms/step >35, 181/693, d1=0.403, d2=0.371 g=4.611 2/2 [==============================] - 0s 14ms/step >35, 182/693, d1=0.391, d2=0.265 g=2.515 2/2 [==============================] - 0s 12ms/step >35, 183/693, d1=0.355, d2=0.315 g=2.927 2/2 [==============================] - 0s 12ms/step >35, 184/693, d1=0.415, d2=0.349 g=3.730 2/2 [==============================] - 0s 14ms/step >35, 185/693, d1=0.300, d2=0.400 g=4.034 2/2 [==============================] - 0s 13ms/step >35, 186/693, d1=0.425, d2=0.290 g=3.012 2/2 [==============================] - 0s 14ms/step >35, 187/693, d1=0.583, d2=0.407 g=4.160 2/2 [==============================] - 0s 12ms/step >35, 188/693, d1=0.290, d2=0.354 g=2.935 2/2 [==============================] - 0s 13ms/step >35, 189/693, d1=0.439, d2=0.286 g=4.283 2/2 [==============================] - 0s 13ms/step >35, 190/693, d1=0.326, d2=0.351 g=2.668 2/2 [==============================] - 0s 14ms/step >35, 191/693, d1=0.445, d2=0.428 g=3.698 2/2 [==============================] - 0s 13ms/step >35, 192/693, d1=0.503, d2=0.332 g=2.888 2/2 [==============================] - 0s 13ms/step >35, 193/693, d1=0.472, d2=0.322 g=3.931 2/2 [==============================] - 0s 13ms/step >35, 194/693, d1=0.493, d2=0.306 g=2.919 2/2 [==============================] - 0s 12ms/step >35, 195/693, d1=0.394, d2=0.446 g=2.126 2/2 [==============================] - 0s 11ms/step >35, 196/693, d1=0.377, d2=0.293 g=2.784 2/2 [==============================] - 0s 13ms/step >35, 197/693, d1=0.451, d2=0.331 g=2.992 2/2 [==============================] - 0s 14ms/step >35, 198/693, d1=0.446, d2=0.426 g=2.802 2/2 [==============================] - 0s 13ms/step >35, 199/693, d1=0.419, d2=0.422 g=2.059 2/2 [==============================] - 0s 13ms/step >35, 200/693, d1=0.386, d2=0.370 g=3.493 2/2 [==============================] - 0s 14ms/step >35, 201/693, d1=0.430, d2=0.418 g=3.694 2/2 [==============================] - 0s 13ms/step >35, 202/693, d1=0.429, d2=0.365 g=3.227 2/2 [==============================] - 0s 15ms/step >35, 203/693, d1=0.442, d2=0.383 g=2.841 2/2 [==============================] - 0s 14ms/step >35, 204/693, d1=0.403, d2=0.402 g=3.312 2/2 [==============================] - 0s 15ms/step >35, 205/693, d1=0.497, d2=0.310 g=2.273 2/2 [==============================] - 0s 13ms/step >35, 206/693, d1=0.384, d2=0.346 g=3.349 2/2 [==============================] - 0s 14ms/step >35, 207/693, d1=0.309, d2=0.386 g=3.357 2/2 [==============================] - 0s 13ms/step >35, 208/693, d1=0.434, d2=0.346 g=2.677 2/2 [==============================] - 0s 12ms/step >35, 209/693, d1=0.311, d2=0.282 g=3.341 2/2 [==============================] - 0s 13ms/step >35, 210/693, d1=0.481, d2=0.290 g=2.407 2/2 [==============================] - 0s 14ms/step >35, 211/693, d1=0.216, d2=0.362 g=2.736 2/2 [==============================] - 0s 13ms/step >35, 212/693, d1=0.316, d2=0.409 g=3.055 2/2 [==============================] - 0s 14ms/step >35, 213/693, d1=0.405, d2=0.312 g=2.395 2/2 [==============================] - 0s 14ms/step >35, 214/693, d1=0.327, d2=0.398 g=3.222 2/2 [==============================] - 0s 14ms/step >35, 215/693, d1=0.464, d2=0.276 g=3.165 2/2 [==============================] - 0s 12ms/step >35, 216/693, d1=0.463, d2=0.427 g=2.553 2/2 [==============================] - 0s 14ms/step >35, 217/693, d1=0.354, d2=0.328 g=3.169 2/2 [==============================] - 0s 13ms/step >35, 218/693, d1=0.404, d2=0.340 g=3.430 2/2 [==============================] - 0s 14ms/step >35, 219/693, d1=0.599, d2=0.484 g=2.803 2/2 [==============================] - 0s 13ms/step >35, 220/693, d1=0.494, d2=0.281 g=3.534 2/2 [==============================] - 0s 12ms/step >35, 221/693, d1=0.300, d2=0.404 g=2.865 2/2 [==============================] - 0s 13ms/step >35, 222/693, d1=0.381, d2=0.463 g=4.289 2/2 [==============================] - 0s 13ms/step >35, 223/693, d1=0.589, d2=0.380 g=3.021 2/2 [==============================] - 0s 12ms/step >35, 224/693, d1=0.394, d2=0.267 g=3.124 2/2 [==============================] - 0s 15ms/step >35, 225/693, d1=0.331, d2=0.414 g=2.847 2/2 [==============================] - 0s 13ms/step >35, 226/693, d1=0.554, d2=0.330 g=3.161 2/2 [==============================] - 0s 12ms/step >35, 227/693, d1=0.344, d2=0.282 g=4.160 2/2 [==============================] - 0s 13ms/step >35, 228/693, d1=0.374, d2=0.396 g=2.415 2/2 [==============================] - 0s 13ms/step >35, 229/693, d1=0.322, d2=0.415 g=3.547 2/2 [==============================] - 0s 14ms/step >35, 230/693, d1=0.426, d2=0.282 g=3.348 2/2 [==============================] - 0s 13ms/step >35, 231/693, d1=0.440, d2=0.386 g=3.389 2/2 [==============================] - 0s 13ms/step >35, 232/693, d1=0.441, d2=0.509 g=3.825 2/2 [==============================] - 0s 12ms/step >35, 233/693, d1=0.575, d2=0.271 g=4.273 2/2 [==============================] - 0s 12ms/step >35, 234/693, d1=0.393, d2=0.302 g=3.071 2/2 [==============================] - 0s 12ms/step >35, 235/693, d1=0.385, d2=0.469 g=3.183 2/2 [==============================] - 0s 12ms/step >35, 236/693, d1=0.499, d2=0.482 g=2.926 2/2 [==============================] - 0s 13ms/step >35, 237/693, d1=0.389, d2=0.282 g=3.490 2/2 [==============================] - 0s 20ms/step >35, 238/693, d1=0.614, d2=0.365 g=2.666 2/2 [==============================] - 0s 14ms/step >35, 239/693, d1=0.302, d2=0.410 g=3.316 2/2 [==============================] - 0s 13ms/step >35, 240/693, d1=0.292, d2=0.244 g=2.906 2/2 [==============================] - 0s 13ms/step >35, 241/693, d1=0.507, d2=0.316 g=2.978 2/2 [==============================] - 0s 14ms/step >35, 242/693, d1=0.537, d2=0.467 g=3.194 2/2 [==============================] - 0s 12ms/step >35, 243/693, d1=0.442, d2=0.400 g=3.446 2/2 [==============================] - 0s 13ms/step >35, 244/693, d1=0.407, d2=0.459 g=2.282 2/2 [==============================] - 0s 13ms/step >35, 245/693, d1=0.453, d2=0.425 g=3.444 2/2 [==============================] - 0s 13ms/step >35, 246/693, d1=0.411, d2=0.330 g=3.475 2/2 [==============================] - 0s 14ms/step >35, 247/693, d1=0.522, d2=0.322 g=4.256 2/2 [==============================] - 0s 14ms/step >35, 248/693, d1=0.537, d2=0.303 g=3.000 2/2 [==============================] - 0s 14ms/step >35, 249/693, d1=0.352, d2=0.351 g=2.753 2/2 [==============================] - 0s 13ms/step >35, 250/693, d1=0.344, d2=0.347 g=2.125 2/2 [==============================] - 0s 14ms/step >35, 251/693, d1=0.427, d2=0.443 g=2.774 2/2 [==============================] - 0s 14ms/step >35, 252/693, d1=0.472, d2=0.337 g=3.026 2/2 [==============================] - 0s 12ms/step >35, 253/693, d1=0.449, d2=0.341 g=2.573 2/2 [==============================] - 0s 13ms/step >35, 254/693, d1=0.313, d2=0.316 g=3.208 2/2 [==============================] - 0s 12ms/step >35, 255/693, d1=0.471, d2=0.255 g=2.886 2/2 [==============================] - 0s 12ms/step >35, 256/693, d1=0.485, d2=0.398 g=2.780 2/2 [==============================] - 0s 15ms/step >35, 257/693, d1=0.367, d2=0.425 g=2.238 2/2 [==============================] - 0s 14ms/step >35, 258/693, d1=0.217, d2=0.256 g=2.484 2/2 [==============================] - 0s 14ms/step >35, 259/693, d1=0.484, d2=0.349 g=3.080 2/2 [==============================] - 0s 13ms/step >35, 260/693, d1=0.410, d2=0.300 g=2.549 2/2 [==============================] - 0s 13ms/step >35, 261/693, d1=0.462, d2=0.379 g=2.741 2/2 [==============================] - 0s 13ms/step >35, 262/693, d1=0.356, d2=0.370 g=2.669 2/2 [==============================] - 0s 14ms/step >35, 263/693, d1=0.336, d2=0.327 g=2.898 2/2 [==============================] - 0s 14ms/step >35, 264/693, d1=0.395, d2=0.371 g=3.258 2/2 [==============================] - 0s 14ms/step >35, 265/693, d1=0.337, d2=0.359 g=3.314 2/2 [==============================] - 0s 14ms/step >35, 266/693, d1=0.574, d2=0.358 g=3.172 2/2 [==============================] - 0s 11ms/step >35, 267/693, d1=0.429, d2=0.352 g=2.187 2/2 [==============================] - 0s 12ms/step >35, 268/693, d1=0.395, d2=0.272 g=2.492 2/2 [==============================] - 0s 12ms/step >35, 269/693, d1=0.327, d2=0.454 g=3.320 2/2 [==============================] - 0s 14ms/step >35, 270/693, d1=0.425, d2=0.419 g=2.903 2/2 [==============================] - 0s 14ms/step >35, 271/693, d1=0.386, d2=0.342 g=2.770 2/2 [==============================] - 0s 14ms/step >35, 272/693, d1=0.469, d2=0.354 g=3.710 2/2 [==============================] - 0s 14ms/step >35, 273/693, d1=0.445, d2=0.321 g=2.261 2/2 [==============================] - 0s 14ms/step >35, 274/693, d1=0.366, d2=0.300 g=2.602 2/2 [==============================] - 0s 14ms/step >35, 275/693, d1=0.359, d2=0.443 g=3.435 2/2 [==============================] - 0s 13ms/step >35, 276/693, d1=0.544, d2=0.392 g=3.021 2/2 [==============================] - 0s 13ms/step >35, 277/693, d1=0.409, d2=0.394 g=2.252 2/2 [==============================] - 0s 14ms/step >35, 278/693, d1=0.251, d2=0.299 g=2.577 2/2 [==============================] - 0s 15ms/step >35, 279/693, d1=0.445, d2=0.400 g=2.520 2/2 [==============================] - 0s 15ms/step >35, 280/693, d1=0.473, d2=0.418 g=3.478 2/2 [==============================] - 0s 15ms/step >35, 281/693, d1=0.436, d2=0.204 g=2.665 2/2 [==============================] - 0s 15ms/step >35, 282/693, d1=0.428, d2=0.324 g=3.242 2/2 [==============================] - 0s 12ms/step >35, 283/693, d1=0.408, d2=0.486 g=3.407 2/2 [==============================] - 0s 15ms/step >35, 284/693, d1=0.446, d2=0.432 g=2.969 2/2 [==============================] - 0s 13ms/step >35, 285/693, d1=0.414, d2=0.300 g=2.697 2/2 [==============================] - 0s 12ms/step >35, 286/693, d1=0.427, d2=0.336 g=2.115 2/2 [==============================] - 0s 11ms/step >35, 287/693, d1=0.388, d2=0.346 g=2.810 2/2 [==============================] - 0s 11ms/step >35, 288/693, d1=0.562, d2=0.357 g=2.575 2/2 [==============================] - 0s 13ms/step >35, 289/693, d1=0.324, d2=0.329 g=3.442 2/2 [==============================] - 0s 14ms/step >35, 290/693, d1=0.507, d2=0.407 g=2.314 2/2 [==============================] - 0s 14ms/step >35, 291/693, d1=0.377, d2=0.352 g=2.933 2/2 [==============================] - 0s 13ms/step >35, 292/693, d1=0.460, d2=0.307 g=2.678 2/2 [==============================] - 0s 15ms/step >35, 293/693, d1=0.513, d2=0.316 g=3.207 2/2 [==============================] - 0s 12ms/step >35, 294/693, d1=0.234, d2=0.419 g=3.046 2/2 [==============================] - 0s 13ms/step >35, 295/693, d1=0.353, d2=0.294 g=2.437 2/2 [==============================] - 0s 13ms/step >35, 296/693, d1=0.491, d2=0.328 g=2.904 2/2 [==============================] - 0s 13ms/step >35, 297/693, d1=0.418, d2=0.362 g=2.618 2/2 [==============================] - 0s 14ms/step >35, 298/693, d1=0.347, d2=0.443 g=3.091 2/2 [==============================] - 0s 14ms/step >35, 299/693, d1=0.462, d2=0.355 g=2.843 2/2 [==============================] - 0s 12ms/step >35, 300/693, d1=0.391, d2=0.298 g=3.344 2/2 [==============================] - 0s 14ms/step >35, 301/693, d1=0.491, d2=0.331 g=3.021 2/2 [==============================] - 0s 13ms/step >35, 302/693, d1=0.317, d2=0.328 g=2.214 2/2 [==============================] - 0s 11ms/step >35, 303/693, d1=0.416, d2=0.392 g=2.867 2/2 [==============================] - 0s 13ms/step >35, 304/693, d1=0.300, d2=0.406 g=3.102 2/2 [==============================] - 0s 13ms/step >35, 305/693, d1=0.653, d2=0.382 g=2.026 2/2 [==============================] - 0s 12ms/step >35, 306/693, d1=0.426, d2=0.315 g=2.536 2/2 [==============================] - 0s 14ms/step >35, 307/693, d1=0.371, d2=0.360 g=3.420 2/2 [==============================] - 0s 18ms/step >35, 308/693, d1=0.565, d2=0.445 g=3.070 2/2 [==============================] - 0s 13ms/step >35, 309/693, d1=0.506, d2=0.474 g=3.021 2/2 [==============================] - 0s 14ms/step >35, 310/693, d1=0.500, d2=0.427 g=3.568 2/2 [==============================] - 0s 13ms/step >35, 311/693, d1=0.327, d2=0.298 g=3.081 2/2 [==============================] - 0s 12ms/step >35, 312/693, d1=0.445, d2=0.273 g=2.917 2/2 [==============================] - 0s 13ms/step >35, 313/693, d1=0.457, d2=0.388 g=2.104 2/2 [==============================] - 0s 14ms/step >35, 314/693, d1=0.289, d2=0.324 g=3.187 2/2 [==============================] - 0s 14ms/step >35, 315/693, d1=0.302, d2=0.306 g=2.280 2/2 [==============================] - 0s 13ms/step >35, 316/693, d1=0.387, d2=0.391 g=3.196 2/2 [==============================] - 0s 14ms/step >35, 317/693, d1=0.476, d2=0.359 g=3.568 2/2 [==============================] - 0s 12ms/step >35, 318/693, d1=0.347, d2=0.296 g=2.188 2/2 [==============================] - 0s 13ms/step >35, 319/693, d1=0.489, d2=0.301 g=3.066 2/2 [==============================] - 0s 14ms/step >35, 320/693, d1=0.376, d2=0.440 g=3.198 2/2 [==============================] - 0s 13ms/step >35, 321/693, d1=0.446, d2=0.219 g=2.793 2/2 [==============================] - 0s 13ms/step >35, 322/693, d1=0.319, d2=0.364 g=2.266 2/2 [==============================] - 0s 13ms/step >35, 323/693, d1=0.353, d2=0.424 g=2.560 2/2 [==============================] - 0s 13ms/step >35, 324/693, d1=0.431, d2=0.280 g=2.752 2/2 [==============================] - 0s 13ms/step >35, 325/693, d1=0.415, d2=0.339 g=3.570 2/2 [==============================] - 0s 12ms/step >35, 326/693, d1=0.516, d2=0.352 g=3.031 2/2 [==============================] - 0s 14ms/step >35, 327/693, d1=0.350, d2=0.338 g=2.587 2/2 [==============================] - 0s 14ms/step >35, 328/693, d1=0.334, d2=0.396 g=2.648 2/2 [==============================] - 0s 12ms/step >35, 329/693, d1=0.276, d2=0.265 g=2.771 2/2 [==============================] - 0s 14ms/step >35, 330/693, d1=0.463, d2=0.262 g=3.003 2/2 [==============================] - 0s 13ms/step >35, 331/693, d1=0.393, d2=0.390 g=3.546 2/2 [==============================] - 0s 14ms/step >35, 332/693, d1=0.329, d2=0.356 g=2.808 2/2 [==============================] - 0s 13ms/step >35, 333/693, d1=0.550, d2=0.383 g=3.189 2/2 [==============================] - 0s 13ms/step >35, 334/693, d1=0.542, d2=0.285 g=3.362 2/2 [==============================] - 0s 14ms/step >35, 335/693, d1=0.418, d2=0.414 g=3.580 2/2 [==============================] - 0s 13ms/step >35, 336/693, d1=0.540, d2=0.387 g=2.163 2/2 [==============================] - 0s 14ms/step >35, 337/693, d1=0.366, d2=0.310 g=2.572 2/2 [==============================] - 0s 14ms/step >35, 338/693, d1=0.253, d2=0.341 g=3.118 2/2 [==============================] - 0s 14ms/step >35, 339/693, d1=0.299, d2=0.312 g=2.864 2/2 [==============================] - 0s 14ms/step >35, 340/693, d1=0.552, d2=0.346 g=2.858 2/2 [==============================] - 0s 14ms/step >35, 341/693, d1=0.346, d2=0.293 g=2.985 2/2 [==============================] - 0s 14ms/step >35, 342/693, d1=0.340, d2=0.385 g=3.454 2/2 [==============================] - 0s 13ms/step >35, 343/693, d1=0.483, d2=0.421 g=2.997 2/2 [==============================] - 0s 12ms/step >35, 344/693, d1=0.361, d2=0.401 g=4.196 2/2 [==============================] - 0s 13ms/step >35, 345/693, d1=0.426, d2=0.247 g=2.539 2/2 [==============================] - 0s 12ms/step >35, 346/693, d1=0.393, d2=0.395 g=3.341 2/2 [==============================] - 0s 13ms/step >35, 347/693, d1=0.464, d2=0.357 g=3.194 2/2 [==============================] - 0s 13ms/step >35, 348/693, d1=0.254, d2=0.277 g=2.978 2/2 [==============================] - 0s 12ms/step >35, 349/693, d1=0.389, d2=0.410 g=2.967 2/2 [==============================] - 0s 13ms/step >35, 350/693, d1=0.388, d2=0.355 g=2.594 2/2 [==============================] - 0s 12ms/step >35, 351/693, d1=0.515, d2=0.286 g=2.978 2/2 [==============================] - 0s 14ms/step >35, 352/693, d1=0.491, d2=0.350 g=3.328 2/2 [==============================] - 0s 14ms/step >35, 353/693, d1=0.293, d2=0.343 g=2.908 2/2 [==============================] - 0s 13ms/step >35, 354/693, d1=0.502, d2=0.301 g=2.194 2/2 [==============================] - 0s 13ms/step >35, 355/693, d1=0.422, d2=0.408 g=2.087 2/2 [==============================] - 0s 14ms/step >35, 356/693, d1=0.351, d2=0.440 g=3.114 2/2 [==============================] - 0s 13ms/step >35, 357/693, d1=0.507, d2=0.318 g=2.742 2/2 [==============================] - 0s 13ms/step >35, 358/693, d1=0.293, d2=0.412 g=2.536 2/2 [==============================] - 0s 13ms/step >35, 359/693, d1=0.475, d2=0.344 g=3.005 2/2 [==============================] - 0s 13ms/step >35, 360/693, d1=0.481, d2=0.286 g=2.972 2/2 [==============================] - 0s 14ms/step >35, 361/693, d1=0.625, d2=0.428 g=2.450 2/2 [==============================] - 0s 13ms/step >35, 362/693, d1=0.478, d2=0.457 g=3.378 2/2 [==============================] - 0s 12ms/step >35, 363/693, d1=0.375, d2=0.272 g=2.914 2/2 [==============================] - 0s 13ms/step >35, 364/693, d1=0.464, d2=0.553 g=2.700 2/2 [==============================] - 0s 13ms/step >35, 365/693, d1=0.429, d2=0.347 g=3.626 2/2 [==============================] - 0s 13ms/step >35, 366/693, d1=0.408, d2=0.383 g=3.577 2/2 [==============================] - 0s 12ms/step >35, 367/693, d1=0.420, d2=0.385 g=2.319 2/2 [==============================] - 0s 13ms/step >35, 368/693, d1=0.308, d2=0.271 g=2.329 2/2 [==============================] - 0s 14ms/step >35, 369/693, d1=0.491, d2=0.316 g=2.489 2/2 [==============================] - 0s 12ms/step >35, 370/693, d1=0.369, d2=0.352 g=2.232 2/2 [==============================] - 0s 14ms/step >35, 371/693, d1=0.276, d2=0.333 g=2.661 2/2 [==============================] - 0s 13ms/step >35, 372/693, d1=0.455, d2=0.320 g=2.099 2/2 [==============================] - 0s 15ms/step >35, 373/693, d1=0.400, d2=0.408 g=2.357 2/2 [==============================] - 0s 12ms/step >35, 374/693, d1=0.482, d2=0.361 g=2.995 2/2 [==============================] - 0s 13ms/step >35, 375/693, d1=0.311, d2=0.308 g=2.977 2/2 [==============================] - 0s 15ms/step >35, 376/693, d1=0.364, d2=0.350 g=3.053 2/2 [==============================] - 0s 12ms/step >35, 377/693, d1=0.293, d2=0.271 g=2.184 2/2 [==============================] - 0s 13ms/step >35, 378/693, d1=0.465, d2=0.281 g=3.031 2/2 [==============================] - 0s 14ms/step >35, 379/693, d1=0.402, d2=0.295 g=1.934 2/2 [==============================] - 0s 13ms/step >35, 380/693, d1=0.351, d2=0.312 g=2.715 2/2 [==============================] - 0s 13ms/step >35, 381/693, d1=0.321, d2=0.375 g=2.638 2/2 [==============================] - 0s 12ms/step >35, 382/693, d1=0.405, d2=0.313 g=2.723 2/2 [==============================] - 0s 13ms/step >35, 383/693, d1=0.321, d2=0.428 g=3.417 2/2 [==============================] - 0s 12ms/step >35, 384/693, d1=0.620, d2=0.334 g=2.985 2/2 [==============================] - 0s 14ms/step >35, 385/693, d1=0.391, d2=0.288 g=2.535 2/2 [==============================] - 0s 14ms/step >35, 386/693, d1=0.290, d2=0.397 g=2.800 2/2 [==============================] - 0s 14ms/step >35, 387/693, d1=0.518, d2=0.347 g=2.319 2/2 [==============================] - 0s 12ms/step >35, 388/693, d1=0.374, d2=0.471 g=2.541 2/2 [==============================] - 0s 12ms/step >35, 389/693, d1=0.257, d2=0.169 g=3.069 2/2 [==============================] - 0s 13ms/step >35, 390/693, d1=0.404, d2=0.390 g=2.332 2/2 [==============================] - 0s 13ms/step >35, 391/693, d1=0.401, d2=0.408 g=2.814 2/2 [==============================] - 0s 13ms/step >35, 392/693, d1=0.575, d2=0.376 g=2.712 2/2 [==============================] - 0s 14ms/step >35, 393/693, d1=0.286, d2=0.360 g=2.696 2/2 [==============================] - 0s 13ms/step >35, 394/693, d1=0.355, d2=0.366 g=2.569 2/2 [==============================] - 0s 15ms/step >35, 395/693, d1=0.361, d2=0.236 g=2.089 2/2 [==============================] - 0s 15ms/step >35, 396/693, d1=0.420, d2=0.365 g=2.434 2/2 [==============================] - 0s 13ms/step >35, 397/693, d1=0.440, d2=0.342 g=2.077 2/2 [==============================] - 0s 12ms/step >35, 398/693, d1=0.532, d2=0.396 g=2.959 2/2 [==============================] - 0s 18ms/step >35, 399/693, d1=0.346, d2=0.324 g=3.119 2/2 [==============================] - 0s 13ms/step >35, 400/693, d1=0.402, d2=0.296 g=2.822 2/2 [==============================] - 0s 14ms/step >35, 401/693, d1=0.508, d2=0.471 g=2.174 2/2 [==============================] - 0s 13ms/step >35, 402/693, d1=0.430, d2=0.500 g=3.038 2/2 [==============================] - 0s 14ms/step >35, 403/693, d1=0.566, d2=0.313 g=2.326 2/2 [==============================] - 0s 14ms/step >35, 404/693, d1=0.530, d2=0.437 g=2.733 2/2 [==============================] - 0s 14ms/step >35, 405/693, d1=0.505, d2=0.415 g=2.768 2/2 [==============================] - 0s 14ms/step >35, 406/693, d1=0.430, d2=0.318 g=2.128 2/2 [==============================] - 0s 12ms/step >35, 407/693, d1=0.450, d2=0.337 g=2.632 2/2 [==============================] - 0s 14ms/step >35, 408/693, d1=0.307, d2=0.395 g=2.155 2/2 [==============================] - 0s 14ms/step >35, 409/693, d1=0.512, d2=0.347 g=2.276 2/2 [==============================] - 0s 14ms/step >35, 410/693, d1=0.310, d2=0.366 g=2.739 2/2 [==============================] - 0s 13ms/step >35, 411/693, d1=0.450, d2=0.322 g=3.083 2/2 [==============================] - 0s 13ms/step >35, 412/693, d1=0.352, d2=0.362 g=2.323 2/2 [==============================] - 0s 14ms/step >35, 413/693, d1=0.457, d2=0.289 g=2.931 2/2 [==============================] - 0s 12ms/step >35, 414/693, d1=0.274, d2=0.440 g=3.071 2/2 [==============================] - 0s 13ms/step >35, 415/693, d1=0.500, d2=0.299 g=2.402 2/2 [==============================] - 0s 13ms/step >35, 416/693, d1=0.426, d2=0.440 g=2.571 2/2 [==============================] - 0s 14ms/step >35, 417/693, d1=0.298, d2=0.334 g=2.989 2/2 [==============================] - 0s 13ms/step >35, 418/693, d1=0.526, d2=0.227 g=2.770 2/2 [==============================] - 0s 15ms/step >35, 419/693, d1=0.382, d2=0.414 g=2.125 2/2 [==============================] - 0s 13ms/step >35, 420/693, d1=0.303, d2=0.348 g=2.773 2/2 [==============================] - 0s 13ms/step >35, 421/693, d1=0.324, d2=0.270 g=2.807 2/2 [==============================] - 0s 13ms/step >35, 422/693, d1=0.401, d2=0.317 g=2.785 2/2 [==============================] - 0s 13ms/step >35, 423/693, d1=0.458, d2=0.382 g=2.808 2/2 [==============================] - 0s 14ms/step >35, 424/693, d1=0.504, d2=0.295 g=2.817 2/2 [==============================] - 0s 13ms/step >35, 425/693, d1=0.308, d2=0.392 g=2.909 2/2 [==============================] - 0s 12ms/step >35, 426/693, d1=0.397, d2=0.384 g=3.016 2/2 [==============================] - 0s 14ms/step >35, 427/693, d1=0.553, d2=0.452 g=2.376 2/2 [==============================] - 0s 15ms/step >35, 428/693, d1=0.377, d2=0.314 g=2.465 2/2 [==============================] - 0s 13ms/step >35, 429/693, d1=0.280, d2=0.362 g=2.757 2/2 [==============================] - 0s 13ms/step >35, 430/693, d1=0.477, d2=0.281 g=2.705 2/2 [==============================] - 0s 11ms/step >35, 431/693, d1=0.333, d2=0.316 g=2.537 2/2 [==============================] - 0s 12ms/step >35, 432/693, d1=0.414, d2=0.337 g=2.442 2/2 [==============================] - 0s 14ms/step >35, 433/693, d1=0.383, d2=0.358 g=2.234 2/2 [==============================] - 0s 14ms/step >35, 434/693, d1=0.333, d2=0.360 g=2.601 2/2 [==============================] - 0s 14ms/step >35, 435/693, d1=0.461, d2=0.261 g=3.186 2/2 [==============================] - 0s 12ms/step >35, 436/693, d1=0.386, d2=0.352 g=2.728 2/2 [==============================] - 0s 14ms/step >35, 437/693, d1=0.578, d2=0.377 g=2.951 2/2 [==============================] - 0s 13ms/step >35, 438/693, d1=0.348, d2=0.381 g=2.859 2/2 [==============================] - 0s 12ms/step >35, 439/693, d1=0.446, d2=0.428 g=2.479 2/2 [==============================] - 0s 13ms/step >35, 440/693, d1=0.428, d2=0.278 g=2.465 2/2 [==============================] - 0s 13ms/step >35, 441/693, d1=0.317, d2=0.340 g=2.837 2/2 [==============================] - 0s 12ms/step >35, 442/693, d1=0.388, d2=0.353 g=2.374 2/2 [==============================] - 0s 13ms/step >35, 443/693, d1=0.443, d2=0.316 g=3.163 2/2 [==============================] - 0s 14ms/step >35, 444/693, d1=0.404, d2=0.340 g=2.562 2/2 [==============================] - 0s 11ms/step >35, 445/693, d1=0.362, d2=0.458 g=2.065 2/2 [==============================] - 0s 13ms/step >35, 446/693, d1=0.367, d2=0.313 g=2.711 2/2 [==============================] - 0s 13ms/step >35, 447/693, d1=0.368, d2=0.284 g=3.214 2/2 [==============================] - 0s 12ms/step >35, 448/693, d1=0.267, d2=0.339 g=3.023 2/2 [==============================] - 0s 12ms/step >35, 449/693, d1=0.509, d2=0.272 g=3.361 2/2 [==============================] - 0s 12ms/step >35, 450/693, d1=0.321, d2=0.371 g=2.850 2/2 [==============================] - 0s 12ms/step >35, 451/693, d1=0.263, d2=0.305 g=2.660 2/2 [==============================] - 0s 14ms/step >35, 452/693, d1=0.324, d2=0.308 g=2.953 2/2 [==============================] - 0s 13ms/step >35, 453/693, d1=0.277, d2=0.208 g=2.814 2/2 [==============================] - 0s 13ms/step >35, 454/693, d1=0.323, d2=0.305 g=2.503 2/2 [==============================] - 0s 12ms/step >35, 455/693, d1=0.371, d2=0.392 g=2.388 2/2 [==============================] - 0s 14ms/step >35, 456/693, d1=0.463, d2=0.290 g=2.298 2/2 [==============================] - 0s 12ms/step >35, 457/693, d1=0.353, d2=0.382 g=2.806 2/2 [==============================] - 0s 12ms/step >35, 458/693, d1=0.525, d2=0.287 g=2.993 2/2 [==============================] - 0s 13ms/step >35, 459/693, d1=0.385, d2=0.359 g=3.069 2/2 [==============================] - 0s 12ms/step >35, 460/693, d1=0.339, d2=0.330 g=2.919 2/2 [==============================] - 0s 13ms/step >35, 461/693, d1=0.338, d2=0.442 g=3.044 2/2 [==============================] - 0s 14ms/step >35, 462/693, d1=0.407, d2=0.280 g=3.202 2/2 [==============================] - 0s 13ms/step >35, 463/693, d1=0.514, d2=0.368 g=2.934 2/2 [==============================] - 0s 15ms/step >35, 464/693, d1=0.470, d2=0.338 g=2.716 2/2 [==============================] - 0s 14ms/step >35, 465/693, d1=0.277, d2=0.399 g=2.893 2/2 [==============================] - 0s 15ms/step >35, 466/693, d1=0.349, d2=0.386 g=2.962 2/2 [==============================] - 0s 14ms/step >35, 467/693, d1=0.465, d2=0.379 g=3.948 2/2 [==============================] - 0s 14ms/step >35, 468/693, d1=0.457, d2=0.367 g=2.654 2/2 [==============================] - 0s 14ms/step >35, 469/693, d1=0.594, d2=0.350 g=3.105 2/2 [==============================] - 0s 13ms/step >35, 470/693, d1=0.337, d2=0.304 g=2.914 2/2 [==============================] - 0s 14ms/step >35, 471/693, d1=0.312, d2=0.436 g=2.862 2/2 [==============================] - 0s 11ms/step >35, 472/693, d1=0.267, d2=0.252 g=3.194 2/2 [==============================] - 0s 14ms/step >35, 473/693, d1=0.479, d2=0.274 g=2.676 2/2 [==============================] - 0s 13ms/step >35, 474/693, d1=0.351, d2=0.329 g=3.012 2/2 [==============================] - 0s 13ms/step >35, 475/693, d1=0.384, d2=0.406 g=2.951 2/2 [==============================] - 0s 14ms/step >35, 476/693, d1=0.356, d2=0.450 g=3.314 2/2 [==============================] - 0s 12ms/step >35, 477/693, d1=0.483, d2=0.251 g=2.764 2/2 [==============================] - 0s 13ms/step >35, 478/693, d1=0.531, d2=0.374 g=2.583 2/2 [==============================] - 0s 12ms/step >35, 479/693, d1=0.488, d2=0.372 g=2.410 2/2 [==============================] - 0s 12ms/step >35, 480/693, d1=0.330, d2=0.512 g=2.136 2/2 [==============================] - 0s 14ms/step >35, 481/693, d1=0.337, d2=0.228 g=2.698 2/2 [==============================] - 0s 13ms/step >35, 482/693, d1=0.468, d2=0.456 g=2.506 2/2 [==============================] - 0s 13ms/step >35, 483/693, d1=0.346, d2=0.441 g=2.300 2/2 [==============================] - 0s 14ms/step >35, 484/693, d1=0.435, d2=0.274 g=2.283 2/2 [==============================] - 0s 12ms/step >35, 485/693, d1=0.394, d2=0.341 g=2.373 2/2 [==============================] - 0s 14ms/step >35, 486/693, d1=0.491, d2=0.406 g=2.309 2/2 [==============================] - 0s 13ms/step >35, 487/693, d1=0.424, d2=0.333 g=2.475 2/2 [==============================] - 0s 13ms/step >35, 488/693, d1=0.300, d2=0.279 g=2.362 2/2 [==============================] - 0s 13ms/step >35, 489/693, d1=0.496, d2=0.270 g=2.242 2/2 [==============================] - 0s 13ms/step >35, 490/693, d1=0.197, d2=0.457 g=2.320 2/2 [==============================] - 0s 14ms/step >35, 491/693, d1=0.454, d2=0.306 g=2.340 2/2 [==============================] - 0s 12ms/step >35, 492/693, d1=0.531, d2=0.292 g=2.557 2/2 [==============================] - 0s 14ms/step >35, 493/693, d1=0.373, d2=0.400 g=2.632 2/2 [==============================] - 0s 13ms/step >35, 494/693, d1=0.413, d2=0.473 g=3.081 2/2 [==============================] - 0s 14ms/step >35, 495/693, d1=0.315, d2=0.342 g=2.514 2/2 [==============================] - 0s 14ms/step >35, 496/693, d1=0.456, d2=0.282 g=2.801 2/2 [==============================] - 0s 11ms/step >35, 497/693, d1=0.434, d2=0.359 g=2.158 2/2 [==============================] - 0s 14ms/step >35, 498/693, d1=0.465, d2=0.369 g=2.691 2/2 [==============================] - 0s 14ms/step >35, 499/693, d1=0.290, d2=0.403 g=2.202 2/2 [==============================] - 0s 15ms/step >35, 500/693, d1=0.324, d2=0.324 g=2.686 2/2 [==============================] - 0s 14ms/step >35, 501/693, d1=0.552, d2=0.302 g=2.487 2/2 [==============================] - 0s 15ms/step >35, 502/693, d1=0.577, d2=0.366 g=2.478 2/2 [==============================] - 0s 13ms/step >35, 503/693, d1=0.340, d2=0.381 g=2.743 2/2 [==============================] - 0s 12ms/step >35, 504/693, d1=0.258, d2=0.420 g=2.378 2/2 [==============================] - 0s 12ms/step >35, 505/693, d1=0.394, d2=0.259 g=2.890 2/2 [==============================] - 0s 11ms/step >35, 506/693, d1=0.388, d2=0.292 g=3.044 2/2 [==============================] - 0s 15ms/step >35, 507/693, d1=0.577, d2=0.363 g=2.913 2/2 [==============================] - 0s 13ms/step >35, 508/693, d1=0.361, d2=0.330 g=2.701 2/2 [==============================] - 0s 12ms/step >35, 509/693, d1=0.393, d2=0.442 g=2.610 2/2 [==============================] - 0s 18ms/step >35, 510/693, d1=0.368, d2=0.257 g=2.794 2/2 [==============================] - 0s 12ms/step >35, 511/693, d1=0.469, d2=0.345 g=2.707 2/2 [==============================] - 0s 14ms/step >35, 512/693, d1=0.428, d2=0.359 g=2.486 2/2 [==============================] - 0s 14ms/step >35, 513/693, d1=0.438, d2=0.466 g=2.955 2/2 [==============================] - 0s 13ms/step >35, 514/693, d1=0.449, d2=0.278 g=2.539 2/2 [==============================] - 0s 15ms/step >35, 515/693, d1=0.468, d2=0.355 g=3.061 2/2 [==============================] - 0s 12ms/step >35, 516/693, d1=0.314, d2=0.260 g=2.880 2/2 [==============================] - 0s 12ms/step >35, 517/693, d1=0.450, d2=0.414 g=2.654 2/2 [==============================] - 0s 14ms/step >35, 518/693, d1=0.431, d2=0.404 g=2.529 2/2 [==============================] - 0s 14ms/step >35, 519/693, d1=0.377, d2=0.302 g=2.577 2/2 [==============================] - 0s 12ms/step >35, 520/693, d1=0.450, d2=0.397 g=2.666 2/2 [==============================] - 0s 13ms/step >35, 521/693, d1=0.453, d2=0.401 g=2.185 2/2 [==============================] - 0s 13ms/step >35, 522/693, d1=0.486, d2=0.376 g=2.130 2/2 [==============================] - 0s 12ms/step >35, 523/693, d1=0.426, d2=0.430 g=2.841 2/2 [==============================] - 0s 13ms/step >35, 524/693, d1=0.473, d2=0.414 g=2.579 2/2 [==============================] - 0s 14ms/step >35, 525/693, d1=0.481, d2=0.320 g=2.609 2/2 [==============================] - 0s 13ms/step >35, 526/693, d1=0.367, d2=0.310 g=3.625 2/2 [==============================] - 0s 12ms/step >35, 527/693, d1=0.500, d2=0.304 g=2.730 2/2 [==============================] - 0s 12ms/step >35, 528/693, d1=0.410, d2=0.392 g=2.813 2/2 [==============================] - 0s 14ms/step >35, 529/693, d1=0.619, d2=0.326 g=2.066 2/2 [==============================] - 0s 13ms/step >35, 530/693, d1=0.352, d2=0.511 g=2.079 2/2 [==============================] - 0s 13ms/step >35, 531/693, d1=0.380, d2=0.301 g=2.465 2/2 [==============================] - 0s 13ms/step >35, 532/693, d1=0.528, d2=0.392 g=2.708 2/2 [==============================] - 0s 14ms/step >35, 533/693, d1=0.428, d2=0.255 g=2.347 2/2 [==============================] - 0s 14ms/step >35, 534/693, d1=0.451, d2=0.369 g=3.334 2/2 [==============================] - 0s 13ms/step >35, 535/693, d1=0.478, d2=0.351 g=2.792 2/2 [==============================] - 0s 13ms/step >35, 536/693, d1=0.328, d2=0.306 g=2.762 2/2 [==============================] - 0s 13ms/step >35, 537/693, d1=0.295, d2=0.241 g=5.717 2/2 [==============================] - 0s 12ms/step >35, 538/693, d1=0.392, d2=0.402 g=2.447 2/2 [==============================] - 0s 13ms/step >35, 539/693, d1=0.260, d2=0.349 g=2.927 2/2 [==============================] - 0s 14ms/step >35, 540/693, d1=0.304, d2=0.376 g=3.387 2/2 [==============================] - 0s 12ms/step >35, 541/693, d1=0.356, d2=0.250 g=2.904 2/2 [==============================] - 0s 13ms/step >35, 542/693, d1=0.447, d2=0.309 g=2.851 2/2 [==============================] - 0s 14ms/step >35, 543/693, d1=0.490, d2=0.462 g=2.177 2/2 [==============================] - 0s 13ms/step >35, 544/693, d1=0.435, d2=0.404 g=2.197 2/2 [==============================] - 0s 13ms/step >35, 545/693, d1=0.507, d2=0.285 g=2.552 2/2 [==============================] - 0s 12ms/step >35, 546/693, d1=0.351, d2=0.462 g=2.364 2/2 [==============================] - 0s 14ms/step >35, 547/693, d1=0.313, d2=0.291 g=3.020 2/2 [==============================] - 0s 15ms/step >35, 548/693, d1=0.443, d2=0.259 g=2.402 2/2 [==============================] - 0s 13ms/step >35, 549/693, d1=0.458, d2=0.421 g=3.413 2/2 [==============================] - 0s 12ms/step >35, 550/693, d1=0.233, d2=0.299 g=3.583 2/2 [==============================] - 0s 14ms/step >35, 551/693, d1=0.421, d2=0.370 g=3.126 2/2 [==============================] - 0s 14ms/step >35, 552/693, d1=0.459, d2=0.333 g=3.800 2/2 [==============================] - 0s 15ms/step >35, 553/693, d1=0.558, d2=0.292 g=2.587 2/2 [==============================] - 0s 13ms/step >35, 554/693, d1=0.434, d2=0.308 g=2.433 2/2 [==============================] - 0s 12ms/step >35, 555/693, d1=0.356, d2=0.463 g=3.309 2/2 [==============================] - 0s 13ms/step >35, 556/693, d1=0.329, d2=0.402 g=3.047 2/2 [==============================] - 0s 11ms/step >35, 557/693, d1=0.310, d2=0.310 g=3.636 2/2 [==============================] - 0s 13ms/step >35, 558/693, d1=0.377, d2=0.329 g=4.051 2/2 [==============================] - 0s 13ms/step >35, 559/693, d1=0.489, d2=0.241 g=3.398 2/2 [==============================] - 0s 11ms/step >35, 560/693, d1=0.327, d2=0.295 g=2.416 2/2 [==============================] - 0s 15ms/step >35, 561/693, d1=0.308, d2=0.384 g=3.559 2/2 [==============================] - 0s 13ms/step >35, 562/693, d1=0.356, d2=0.332 g=3.878 2/2 [==============================] - 0s 14ms/step >35, 563/693, d1=0.434, d2=0.357 g=3.693 2/2 [==============================] - 0s 13ms/step >35, 564/693, d1=0.555, d2=0.264 g=3.395 2/2 [==============================] - 0s 14ms/step >35, 565/693, d1=0.467, d2=0.347 g=2.633 2/2 [==============================] - 0s 14ms/step >35, 566/693, d1=0.438, d2=0.403 g=3.431 2/2 [==============================] - 0s 12ms/step >35, 567/693, d1=0.349, d2=0.342 g=3.918 2/2 [==============================] - 0s 14ms/step >35, 568/693, d1=0.323, d2=0.257 g=2.922 2/2 [==============================] - 0s 13ms/step >35, 569/693, d1=0.443, d2=0.274 g=4.172 2/2 [==============================] - 0s 14ms/step >35, 570/693, d1=0.503, d2=0.382 g=2.758 2/2 [==============================] - 0s 11ms/step >35, 571/693, d1=0.459, d2=0.386 g=3.382 2/2 [==============================] - 0s 14ms/step >35, 572/693, d1=0.379, d2=0.285 g=3.418 2/2 [==============================] - 0s 14ms/step >35, 573/693, d1=0.451, d2=0.449 g=3.557 2/2 [==============================] - 0s 13ms/step >35, 574/693, d1=0.626, d2=0.427 g=3.916 2/2 [==============================] - 0s 14ms/step >35, 575/693, d1=0.488, d2=0.380 g=3.240 2/2 [==============================] - 0s 14ms/step >35, 576/693, d1=0.463, d2=0.452 g=2.782 2/2 [==============================] - 0s 13ms/step >35, 577/693, d1=0.426, d2=0.561 g=2.918 2/2 [==============================] - 0s 12ms/step >35, 578/693, d1=0.411, d2=0.274 g=2.779 2/2 [==============================] - 0s 13ms/step >35, 579/693, d1=0.523, d2=0.395 g=3.289 2/2 [==============================] - 0s 14ms/step >35, 580/693, d1=0.584, d2=0.406 g=3.801 2/2 [==============================] - 0s 14ms/step >35, 581/693, d1=0.401, d2=0.427 g=3.092 2/2 [==============================] - 0s 14ms/step >35, 582/693, d1=0.482, d2=0.390 g=3.268 2/2 [==============================] - 0s 12ms/step >35, 583/693, d1=0.531, d2=0.365 g=2.964 2/2 [==============================] - 0s 14ms/step >35, 584/693, d1=0.555, d2=0.380 g=3.083 2/2 [==============================] - 0s 12ms/step >35, 585/693, d1=0.415, d2=0.331 g=3.001 2/2 [==============================] - 0s 14ms/step >35, 586/693, d1=0.343, d2=0.419 g=3.073 2/2 [==============================] - 0s 13ms/step >35, 587/693, d1=0.383, d2=0.379 g=3.095 2/2 [==============================] - 0s 13ms/step >35, 588/693, d1=0.474, d2=0.287 g=2.358 2/2 [==============================] - 0s 14ms/step >35, 589/693, d1=0.345, d2=0.358 g=3.020 2/2 [==============================] - 0s 13ms/step >35, 590/693, d1=0.457, d2=0.429 g=2.435 2/2 [==============================] - 0s 12ms/step >35, 591/693, d1=0.449, d2=0.394 g=2.597 2/2 [==============================] - 0s 14ms/step >35, 592/693, d1=0.368, d2=0.397 g=2.911 2/2 [==============================] - 0s 12ms/step >35, 593/693, d1=0.451, d2=0.295 g=2.796 2/2 [==============================] - 0s 11ms/step >35, 594/693, d1=0.425, d2=0.333 g=2.508 2/2 [==============================] - 0s 14ms/step >35, 595/693, d1=0.425, d2=0.322 g=2.393 2/2 [==============================] - 0s 12ms/step >35, 596/693, d1=0.328, d2=0.467 g=3.098 2/2 [==============================] - 0s 13ms/step >35, 597/693, d1=0.279, d2=0.292 g=2.778 2/2 [==============================] - 0s 14ms/step >35, 598/693, d1=0.397, d2=0.308 g=2.987 2/2 [==============================] - 0s 14ms/step >35, 599/693, d1=0.316, d2=0.358 g=3.364 2/2 [==============================] - 0s 13ms/step >35, 600/693, d1=0.626, d2=0.241 g=2.499 2/2 [==============================] - 0s 11ms/step >35, 601/693, d1=0.434, d2=0.442 g=1.877 2/2 [==============================] - 0s 13ms/step >35, 602/693, d1=0.303, d2=0.358 g=2.870 2/2 [==============================] - 0s 13ms/step >35, 603/693, d1=0.327, d2=0.269 g=2.086 2/2 [==============================] - 0s 14ms/step >35, 604/693, d1=0.471, d2=0.478 g=2.499 2/2 [==============================] - 0s 13ms/step >35, 605/693, d1=0.402, d2=0.315 g=3.003 2/2 [==============================] - 0s 13ms/step >35, 606/693, d1=0.417, d2=0.305 g=3.042 2/2 [==============================] - 0s 14ms/step >35, 607/693, d1=0.431, d2=0.384 g=2.579 2/2 [==============================] - 0s 13ms/step >35, 608/693, d1=0.350, d2=0.299 g=3.493 2/2 [==============================] - 0s 12ms/step >35, 609/693, d1=0.403, d2=0.349 g=2.915 2/2 [==============================] - 0s 14ms/step >35, 610/693, d1=0.309, d2=0.368 g=3.148 2/2 [==============================] - 0s 14ms/step >35, 611/693, d1=0.474, d2=0.313 g=3.354 2/2 [==============================] - 0s 14ms/step >35, 612/693, d1=0.315, d2=0.258 g=2.877 2/2 [==============================] - 0s 15ms/step >35, 613/693, d1=0.489, d2=0.360 g=2.798 2/2 [==============================] - 0s 13ms/step >35, 614/693, d1=0.312, d2=0.335 g=2.992 2/2 [==============================] - 0s 11ms/step >35, 615/693, d1=0.391, d2=0.321 g=4.528 2/2 [==============================] - 0s 11ms/step >35, 616/693, d1=0.374, d2=0.369 g=2.230 2/2 [==============================] - 0s 12ms/step >35, 617/693, d1=0.661, d2=0.334 g=4.264 2/2 [==============================] - 0s 12ms/step >35, 618/693, d1=0.401, d2=0.374 g=3.118 2/2 [==============================] - 0s 13ms/step >35, 619/693, d1=0.271, d2=0.336 g=3.865 2/2 [==============================] - 0s 14ms/step >35, 620/693, d1=0.520, d2=0.258 g=2.631 2/2 [==============================] - 0s 15ms/step >35, 621/693, d1=0.523, d2=0.347 g=2.010 2/2 [==============================] - 0s 13ms/step >35, 622/693, d1=0.368, d2=0.325 g=2.681 2/2 [==============================] - 0s 12ms/step >35, 623/693, d1=0.217, d2=0.320 g=4.088 2/2 [==============================] - 0s 13ms/step >35, 624/693, d1=0.527, d2=0.539 g=3.126 2/2 [==============================] - 0s 13ms/step >35, 625/693, d1=0.348, d2=0.259 g=3.473 2/2 [==============================] - 0s 13ms/step >35, 626/693, d1=0.296, d2=0.364 g=2.976 2/2 [==============================] - 0s 12ms/step >35, 627/693, d1=0.341, d2=0.347 g=3.304 2/2 [==============================] - 0s 13ms/step >35, 628/693, d1=0.378, d2=0.262 g=2.811 2/2 [==============================] - 0s 14ms/step >35, 629/693, d1=0.424, d2=0.350 g=3.567 2/2 [==============================] - 0s 13ms/step >35, 630/693, d1=0.442, d2=0.352 g=2.635 2/2 [==============================] - 0s 12ms/step >35, 631/693, d1=0.473, d2=0.333 g=2.670 2/2 [==============================] - 0s 12ms/step >35, 632/693, d1=0.332, d2=0.352 g=3.032 2/2 [==============================] - 0s 12ms/step >35, 633/693, d1=0.366, d2=0.350 g=2.648 2/2 [==============================] - 0s 13ms/step >35, 634/693, d1=0.398, d2=0.205 g=2.460 2/2 [==============================] - 0s 14ms/step >35, 635/693, d1=0.432, d2=0.356 g=3.228 2/2 [==============================] - 0s 13ms/step >35, 636/693, d1=0.339, d2=0.373 g=3.233 2/2 [==============================] - 0s 13ms/step >35, 637/693, d1=0.505, d2=0.402 g=3.025 2/2 [==============================] - 0s 13ms/step >35, 638/693, d1=0.471, d2=0.279 g=2.407 2/2 [==============================] - 0s 13ms/step >35, 639/693, d1=0.441, d2=0.381 g=3.638 2/2 [==============================] - 0s 13ms/step >35, 640/693, d1=0.283, d2=0.263 g=2.109 2/2 [==============================] - 0s 12ms/step >35, 641/693, d1=0.423, d2=0.450 g=2.703 2/2 [==============================] - 0s 13ms/step >35, 642/693, d1=0.457, d2=0.241 g=2.998 2/2 [==============================] - 0s 14ms/step >35, 643/693, d1=0.504, d2=0.415 g=2.615 2/2 [==============================] - 0s 18ms/step >35, 644/693, d1=0.251, d2=0.336 g=2.323 2/2 [==============================] - 0s 13ms/step >35, 645/693, d1=0.502, d2=0.340 g=3.400 2/2 [==============================] - 0s 13ms/step >35, 646/693, d1=0.363, d2=0.367 g=3.123 2/2 [==============================] - 0s 12ms/step >35, 647/693, d1=0.496, d2=0.399 g=3.370 2/2 [==============================] - 0s 12ms/step >35, 648/693, d1=0.351, d2=0.323 g=2.707 2/2 [==============================] - 0s 13ms/step >35, 649/693, d1=0.485, d2=0.442 g=2.926 2/2 [==============================] - 0s 13ms/step >35, 650/693, d1=0.302, d2=0.345 g=3.511 2/2 [==============================] - 0s 13ms/step >35, 651/693, d1=0.386, d2=0.382 g=3.037 2/2 [==============================] - 0s 13ms/step >35, 652/693, d1=0.476, d2=0.200 g=2.914 2/2 [==============================] - 0s 14ms/step >35, 653/693, d1=0.373, d2=0.383 g=3.187 2/2 [==============================] - 0s 12ms/step >35, 654/693, d1=0.480, d2=0.264 g=2.518 2/2 [==============================] - 0s 12ms/step >35, 655/693, d1=0.546, d2=0.572 g=2.264 2/2 [==============================] - 0s 19ms/step >35, 656/693, d1=0.330, d2=0.328 g=3.816 2/2 [==============================] - 0s 14ms/step >35, 657/693, d1=0.433, d2=0.299 g=2.350 2/2 [==============================] - 0s 14ms/step >35, 658/693, d1=0.414, d2=0.384 g=2.383 2/2 [==============================] - 0s 12ms/step >35, 659/693, d1=0.316, d2=0.349 g=2.581 2/2 [==============================] - 0s 13ms/step >35, 660/693, d1=0.396, d2=0.466 g=2.950 2/2 [==============================] - 0s 12ms/step >35, 661/693, d1=0.448, d2=0.279 g=2.102 2/2 [==============================] - 0s 12ms/step >35, 662/693, d1=0.530, d2=0.339 g=2.588 2/2 [==============================] - 0s 14ms/step >35, 663/693, d1=0.331, d2=0.268 g=2.722 2/2 [==============================] - 0s 14ms/step >35, 664/693, d1=0.367, d2=0.516 g=2.971 2/2 [==============================] - 0s 12ms/step >35, 665/693, d1=0.532, d2=0.248 g=2.977 2/2 [==============================] - 0s 13ms/step >35, 666/693, d1=0.466, d2=0.398 g=2.948 2/2 [==============================] - 0s 13ms/step >35, 667/693, d1=0.516, d2=0.420 g=3.471 2/2 [==============================] - 0s 15ms/step >35, 668/693, d1=0.398, d2=0.254 g=3.410 2/2 [==============================] - 0s 12ms/step >35, 669/693, d1=0.465, d2=0.429 g=2.788 2/2 [==============================] - 0s 14ms/step >35, 670/693, d1=0.428, d2=0.373 g=2.785 2/2 [==============================] - 0s 12ms/step >35, 671/693, d1=0.439, d2=0.323 g=2.735 2/2 [==============================] - 0s 13ms/step >35, 672/693, d1=0.446, d2=0.402 g=2.824 2/2 [==============================] - 0s 13ms/step >35, 673/693, d1=0.221, d2=0.355 g=3.481 2/2 [==============================] - 0s 14ms/step >35, 674/693, d1=0.495, d2=0.311 g=2.596 2/2 [==============================] - 0s 13ms/step >35, 675/693, d1=0.642, d2=0.513 g=2.461 2/2 [==============================] - 0s 14ms/step >35, 676/693, d1=0.341, d2=0.479 g=3.333 2/2 [==============================] - 0s 13ms/step >35, 677/693, d1=0.264, d2=0.359 g=2.782 2/2 [==============================] - 0s 13ms/step >35, 678/693, d1=0.394, d2=0.303 g=3.466 2/2 [==============================] - 0s 13ms/step >35, 679/693, d1=0.568, d2=0.302 g=3.300 2/2 [==============================] - 0s 14ms/step >35, 680/693, d1=0.397, d2=0.438 g=3.734 2/2 [==============================] - 0s 15ms/step >35, 681/693, d1=0.371, d2=0.289 g=3.438 2/2 [==============================] - 0s 13ms/step >35, 682/693, d1=0.404, d2=0.364 g=4.013 2/2 [==============================] - 0s 13ms/step >35, 683/693, d1=0.409, d2=0.300 g=2.734 2/2 [==============================] - 0s 13ms/step >35, 684/693, d1=0.375, d2=0.400 g=2.170 2/2 [==============================] - 0s 12ms/step >35, 685/693, d1=0.301, d2=0.447 g=3.384 2/2 [==============================] - 0s 15ms/step >35, 686/693, d1=0.400, d2=0.252 g=3.193 2/2 [==============================] - 0s 14ms/step >35, 687/693, d1=0.578, d2=0.208 g=3.193 2/2 [==============================] - 0s 11ms/step >35, 688/693, d1=0.453, d2=0.460 g=2.782 2/2 [==============================] - 0s 13ms/step >35, 689/693, d1=0.312, d2=0.548 g=3.432 2/2 [==============================] - 0s 14ms/step >35, 690/693, d1=0.486, d2=0.272 g=3.360 2/2 [==============================] - 0s 13ms/step >35, 691/693, d1=0.632, d2=0.286 g=3.651 2/2 [==============================] - 0s 14ms/step >35, 692/693, d1=0.481, d2=0.360 g=2.507 2/2 [==============================] - 0s 13ms/step >35, 693/693, d1=0.271, d2=0.300 g=2.467 2/2 [==============================] - 0s 14ms/step >36, 1/693, d1=0.276, d2=0.384 g=3.088 2/2 [==============================] - 0s 12ms/step >36, 2/693, d1=0.540, d2=0.362 g=3.446 2/2 [==============================] - 0s 12ms/step >36, 3/693, d1=0.553, d2=0.273 g=3.058 2/2 [==============================] - 0s 12ms/step >36, 4/693, d1=0.423, d2=0.419 g=3.086 2/2 [==============================] - 0s 14ms/step >36, 5/693, d1=0.367, d2=0.475 g=2.567 2/2 [==============================] - 0s 13ms/step >36, 6/693, d1=0.351, d2=0.225 g=2.840 2/2 [==============================] - 0s 13ms/step >36, 7/693, d1=0.339, d2=0.314 g=2.190 2/2 [==============================] - 0s 14ms/step >36, 8/693, d1=0.447, d2=0.388 g=2.422 2/2 [==============================] - 0s 12ms/step >36, 9/693, d1=0.368, d2=0.446 g=2.694 2/2 [==============================] - 0s 14ms/step >36, 10/693, d1=0.416, d2=0.251 g=2.808 2/2 [==============================] - 0s 14ms/step >36, 11/693, d1=0.389, d2=0.419 g=2.464 2/2 [==============================] - 0s 14ms/step >36, 12/693, d1=0.435, d2=0.317 g=2.521 2/2 [==============================] - 0s 13ms/step >36, 13/693, d1=0.391, d2=0.372 g=3.016 2/2 [==============================] - 0s 13ms/step >36, 14/693, d1=0.570, d2=0.389 g=3.502 2/2 [==============================] - 0s 12ms/step >36, 15/693, d1=0.399, d2=0.309 g=2.614 2/2 [==============================] - 0s 13ms/step >36, 16/693, d1=0.437, d2=0.384 g=2.374 2/2 [==============================] - 0s 13ms/step >36, 17/693, d1=0.319, d2=0.381 g=3.101 2/2 [==============================] - 0s 14ms/step >36, 18/693, d1=0.487, d2=0.375 g=2.268 2/2 [==============================] - 0s 12ms/step >36, 19/693, d1=0.327, d2=0.326 g=2.769 2/2 [==============================] - 0s 13ms/step >36, 20/693, d1=0.572, d2=0.323 g=2.690 2/2 [==============================] - 0s 14ms/step >36, 21/693, d1=0.466, d2=0.430 g=2.356 2/2 [==============================] - 0s 14ms/step >36, 22/693, d1=0.445, d2=0.443 g=2.524 2/2 [==============================] - 0s 13ms/step >36, 23/693, d1=0.396, d2=0.311 g=2.274 2/2 [==============================] - 0s 15ms/step >36, 24/693, d1=0.607, d2=0.367 g=2.494 2/2 [==============================] - 0s 14ms/step >36, 25/693, d1=0.418, d2=0.352 g=2.917 2/2 [==============================] - 0s 14ms/step >36, 26/693, d1=0.312, d2=0.241 g=2.525 2/2 [==============================] - 0s 12ms/step >36, 27/693, d1=0.281, d2=0.311 g=2.554 2/2 [==============================] - 0s 14ms/step >36, 28/693, d1=0.395, d2=0.406 g=3.353 2/2 [==============================] - 0s 13ms/step >36, 29/693, d1=0.524, d2=0.299 g=2.407 2/2 [==============================] - 0s 14ms/step >36, 30/693, d1=0.413, d2=0.413 g=2.460 2/2 [==============================] - 0s 13ms/step >36, 31/693, d1=0.415, d2=0.404 g=2.139 2/2 [==============================] - 0s 13ms/step >36, 32/693, d1=0.411, d2=0.367 g=2.507 2/2 [==============================] - 0s 13ms/step >36, 33/693, d1=0.326, d2=0.281 g=3.323 2/2 [==============================] - 0s 12ms/step >36, 34/693, d1=0.377, d2=0.333 g=2.254 2/2 [==============================] - 0s 14ms/step >36, 35/693, d1=0.408, d2=0.319 g=2.453 2/2 [==============================] - 0s 11ms/step >36, 36/693, d1=0.435, d2=0.243 g=2.537 2/2 [==============================] - 0s 14ms/step >36, 37/693, d1=0.329, d2=0.415 g=2.537 2/2 [==============================] - 0s 13ms/step >36, 38/693, d1=0.353, d2=0.335 g=3.464 2/2 [==============================] - 0s 11ms/step >36, 39/693, d1=0.468, d2=0.307 g=3.109 2/2 [==============================] - 0s 14ms/step >36, 40/693, d1=0.481, d2=0.374 g=2.460 2/2 [==============================] - 0s 14ms/step >36, 41/693, d1=0.478, d2=0.351 g=2.990 2/2 [==============================] - 0s 13ms/step >36, 42/693, d1=0.305, d2=0.262 g=2.168 2/2 [==============================] - 0s 14ms/step >36, 43/693, d1=0.548, d2=0.465 g=3.082 2/2 [==============================] - 0s 11ms/step >36, 44/693, d1=0.464, d2=0.430 g=2.889 2/2 [==============================] - 0s 13ms/step >36, 45/693, d1=0.448, d2=0.382 g=2.840 2/2 [==============================] - 0s 14ms/step >36, 46/693, d1=0.359, d2=0.326 g=3.102 2/2 [==============================] - 0s 12ms/step >36, 47/693, d1=0.530, d2=0.292 g=2.693 2/2 [==============================] - 0s 13ms/step >36, 48/693, d1=0.528, d2=0.457 g=2.435 2/2 [==============================] - 0s 14ms/step >36, 49/693, d1=0.411, d2=0.371 g=2.592 2/2 [==============================] - 0s 13ms/step >36, 50/693, d1=0.377, d2=0.429 g=2.545 2/2 [==============================] - 0s 13ms/step >36, 51/693, d1=0.339, d2=0.322 g=2.736 2/2 [==============================] - 0s 13ms/step >36, 52/693, d1=0.490, d2=0.489 g=2.421 2/2 [==============================] - 0s 13ms/step >36, 53/693, d1=0.358, d2=0.328 g=3.612 2/2 [==============================] - 0s 14ms/step >36, 54/693, d1=0.544, d2=0.286 g=2.788 2/2 [==============================] - 0s 13ms/step >36, 55/693, d1=0.429, d2=0.374 g=2.917 2/2 [==============================] - 0s 12ms/step >36, 56/693, d1=0.340, d2=0.360 g=3.344 2/2 [==============================] - 0s 15ms/step >36, 57/693, d1=0.469, d2=0.256 g=3.000 2/2 [==============================] - 0s 13ms/step >36, 58/693, d1=0.363, d2=0.376 g=3.048 2/2 [==============================] - 0s 14ms/step >36, 59/693, d1=0.439, d2=0.373 g=3.164 2/2 [==============================] - 0s 11ms/step >36, 60/693, d1=0.387, d2=0.241 g=3.542 2/2 [==============================] - 0s 15ms/step >36, 61/693, d1=0.361, d2=0.478 g=2.456 2/2 [==============================] - 0s 13ms/step >36, 62/693, d1=0.422, d2=0.309 g=2.748 2/2 [==============================] - 0s 12ms/step >36, 63/693, d1=0.445, d2=0.294 g=2.443 2/2 [==============================] - 0s 15ms/step >36, 64/693, d1=0.390, d2=0.291 g=2.674 2/2 [==============================] - 0s 13ms/step >36, 65/693, d1=0.338, d2=0.412 g=3.549 2/2 [==============================] - 0s 15ms/step >36, 66/693, d1=0.571, d2=0.246 g=2.324 2/2 [==============================] - 0s 12ms/step >36, 67/693, d1=0.283, d2=0.456 g=2.813 2/2 [==============================] - 0s 12ms/step >36, 68/693, d1=0.301, d2=0.320 g=3.360 2/2 [==============================] - 0s 12ms/step >36, 69/693, d1=0.489, d2=0.368 g=2.112 2/2 [==============================] - 0s 14ms/step >36, 70/693, d1=0.483, d2=0.473 g=2.891 2/2 [==============================] - 0s 14ms/step >36, 71/693, d1=0.454, d2=0.390 g=2.172 2/2 [==============================] - 0s 14ms/step >36, 72/693, d1=0.344, d2=0.528 g=2.825 2/2 [==============================] - 0s 13ms/step >36, 73/693, d1=0.456, d2=0.347 g=3.198 2/2 [==============================] - 0s 15ms/step >36, 74/693, d1=0.624, d2=0.275 g=3.539 2/2 [==============================] - 0s 13ms/step >36, 75/693, d1=0.418, d2=0.345 g=2.035 2/2 [==============================] - 0s 13ms/step >36, 76/693, d1=0.375, d2=0.293 g=2.858 2/2 [==============================] - 0s 13ms/step >36, 77/693, d1=0.437, d2=0.307 g=2.735 2/2 [==============================] - 0s 13ms/step >36, 78/693, d1=0.349, d2=0.328 g=2.644 2/2 [==============================] - 0s 11ms/step >36, 79/693, d1=0.434, d2=0.267 g=3.191 2/2 [==============================] - 0s 12ms/step >36, 80/693, d1=0.487, d2=0.483 g=1.988 2/2 [==============================] - 0s 14ms/step >36, 81/693, d1=0.393, d2=0.364 g=3.204 2/2 [==============================] - 0s 14ms/step >36, 82/693, d1=0.494, d2=0.351 g=2.395 2/2 [==============================] - 0s 12ms/step >36, 83/693, d1=0.451, d2=0.400 g=2.978 2/2 [==============================] - 0s 14ms/step >36, 84/693, d1=0.391, d2=0.338 g=3.144 2/2 [==============================] - 0s 13ms/step >36, 85/693, d1=0.406, d2=0.260 g=2.301 2/2 [==============================] - 0s 14ms/step >36, 86/693, d1=0.496, d2=0.325 g=2.480 2/2 [==============================] - 0s 13ms/step >36, 87/693, d1=0.304, d2=0.366 g=2.719 2/2 [==============================] - 0s 14ms/step >36, 88/693, d1=0.356, d2=0.349 g=2.740 2/2 [==============================] - 0s 14ms/step >36, 89/693, d1=0.382, d2=0.329 g=2.700 2/2 [==============================] - 0s 15ms/step >36, 90/693, d1=0.461, d2=0.311 g=2.317 2/2 [==============================] - 0s 11ms/step >36, 91/693, d1=0.424, d2=0.339 g=2.280 2/2 [==============================] - 0s 14ms/step >36, 92/693, d1=0.555, d2=0.297 g=2.495 2/2 [==============================] - 0s 15ms/step >36, 93/693, d1=0.342, d2=0.322 g=2.618 2/2 [==============================] - 0s 14ms/step >36, 94/693, d1=0.363, d2=0.335 g=2.256 2/2 [==============================] - 0s 12ms/step >36, 95/693, d1=0.418, d2=0.317 g=2.267 2/2 [==============================] - 0s 16ms/step >36, 96/693, d1=0.326, d2=0.418 g=2.622 2/2 [==============================] - 0s 13ms/step >36, 97/693, d1=0.446, d2=0.411 g=2.784 2/2 [==============================] - 0s 11ms/step >36, 98/693, d1=0.344, d2=0.347 g=3.107 2/2 [==============================] - 0s 13ms/step >36, 99/693, d1=0.584, d2=0.250 g=2.613 2/2 [==============================] - 0s 12ms/step >36, 100/693, d1=0.349, d2=0.418 g=2.460 2/2 [==============================] - 0s 14ms/step >36, 101/693, d1=0.361, d2=0.374 g=3.064 2/2 [==============================] - 0s 14ms/step >36, 102/693, d1=0.401, d2=0.303 g=2.533 2/2 [==============================] - 0s 14ms/step >36, 103/693, d1=0.400, d2=0.221 g=2.712 2/2 [==============================] - 0s 13ms/step >36, 104/693, d1=0.425, d2=0.413 g=2.250 2/2 [==============================] - 0s 12ms/step >36, 105/693, d1=0.318, d2=0.279 g=3.236 2/2 [==============================] - 0s 14ms/step >36, 106/693, d1=0.418, d2=0.327 g=3.294 2/2 [==============================] - 0s 13ms/step >36, 107/693, d1=0.675, d2=0.291 g=2.349 2/2 [==============================] - 0s 11ms/step >36, 108/693, d1=0.289, d2=0.464 g=2.390 2/2 [==============================] - 0s 13ms/step >36, 109/693, d1=0.420, d2=0.459 g=2.613 2/2 [==============================] - 0s 14ms/step >36, 110/693, d1=0.386, d2=0.339 g=2.601 2/2 [==============================] - 0s 14ms/step >36, 111/693, d1=0.428, d2=0.454 g=2.367 2/2 [==============================] - 0s 13ms/step >36, 112/693, d1=0.561, d2=0.298 g=2.566 2/2 [==============================] - 0s 11ms/step >36, 113/693, d1=0.430, d2=0.360 g=2.315 2/2 [==============================] - 0s 14ms/step >36, 114/693, d1=0.562, d2=0.384 g=2.830 2/2 [==============================] - 0s 13ms/step >36, 115/693, d1=0.471, d2=0.433 g=2.479 2/2 [==============================] - 0s 13ms/step >36, 116/693, d1=0.362, d2=0.344 g=2.719 2/2 [==============================] - 0s 13ms/step >36, 117/693, d1=0.382, d2=0.463 g=3.199 2/2 [==============================] - 0s 12ms/step >36, 118/693, d1=0.444, d2=0.464 g=2.430 2/2 [==============================] - 0s 12ms/step >36, 119/693, d1=0.503, d2=0.243 g=2.069 2/2 [==============================] - 0s 14ms/step >36, 120/693, d1=0.411, d2=0.414 g=2.961 2/2 [==============================] - 0s 14ms/step >36, 121/693, d1=0.305, d2=0.349 g=3.589 2/2 [==============================] - 0s 14ms/step >36, 122/693, d1=0.566, d2=0.402 g=3.090 2/2 [==============================] - 0s 12ms/step >36, 123/693, d1=0.539, d2=0.337 g=3.152 2/2 [==============================] - 0s 15ms/step >36, 124/693, d1=0.300, d2=0.307 g=1.914 2/2 [==============================] - 0s 13ms/step >36, 125/693, d1=0.395, d2=0.323 g=2.913 2/2 [==============================] - 0s 14ms/step >36, 126/693, d1=0.452, d2=0.327 g=2.501 2/2 [==============================] - 0s 12ms/step >36, 127/693, d1=0.360, d2=0.407 g=2.704 2/2 [==============================] - 0s 14ms/step >36, 128/693, d1=0.431, d2=0.419 g=3.066 2/2 [==============================] - 0s 13ms/step >36, 129/693, d1=0.289, d2=0.346 g=2.573 2/2 [==============================] - 0s 12ms/step >36, 130/693, d1=0.450, d2=0.365 g=2.883 2/2 [==============================] - 0s 14ms/step >36, 131/693, d1=0.318, d2=0.236 g=3.233 2/2 [==============================] - 0s 11ms/step >36, 132/693, d1=0.497, d2=0.334 g=2.628 2/2 [==============================] - 0s 13ms/step >36, 133/693, d1=0.384, d2=0.398 g=3.030 2/2 [==============================] - 0s 13ms/step >36, 134/693, d1=0.271, d2=0.305 g=2.884 2/2 [==============================] - 0s 13ms/step >36, 135/693, d1=0.419, d2=0.356 g=3.279 2/2 [==============================] - 0s 14ms/step >36, 136/693, d1=0.405, d2=0.338 g=2.603 2/2 [==============================] - 0s 12ms/step >36, 137/693, d1=0.278, d2=0.374 g=3.106 2/2 [==============================] - 0s 12ms/step >36, 138/693, d1=0.380, d2=0.282 g=3.114 2/2 [==============================] - 0s 12ms/step >36, 139/693, d1=0.436, d2=0.255 g=2.875 2/2 [==============================] - 0s 13ms/step >36, 140/693, d1=0.565, d2=0.496 g=2.706 2/2 [==============================] - 0s 13ms/step >36, 141/693, d1=0.346, d2=0.272 g=2.978 2/2 [==============================] - 0s 15ms/step >36, 142/693, d1=0.517, d2=0.353 g=3.229 2/2 [==============================] - 0s 11ms/step >36, 143/693, d1=0.263, d2=0.466 g=3.125 2/2 [==============================] - 0s 12ms/step >36, 144/693, d1=0.445, d2=0.358 g=2.671 2/2 [==============================] - 0s 13ms/step >36, 145/693, d1=0.509, d2=0.301 g=2.704 2/2 [==============================] - 0s 14ms/step >36, 146/693, d1=0.443, d2=0.401 g=2.851 2/2 [==============================] - 0s 14ms/step >36, 147/693, d1=0.436, d2=0.293 g=2.483 2/2 [==============================] - 0s 13ms/step >36, 148/693, d1=0.323, d2=0.352 g=2.374 2/2 [==============================] - 0s 13ms/step >36, 149/693, d1=0.520, d2=0.485 g=2.398 2/2 [==============================] - 0s 15ms/step >36, 150/693, d1=0.338, d2=0.252 g=3.125 2/2 [==============================] - 0s 12ms/step >36, 151/693, d1=0.451, d2=0.387 g=3.140 2/2 [==============================] - 0s 11ms/step >36, 152/693, d1=0.547, d2=0.361 g=2.718 2/2 [==============================] - 0s 15ms/step >36, 153/693, d1=0.284, d2=0.357 g=2.522 2/2 [==============================] - 0s 13ms/step >36, 154/693, d1=0.343, d2=0.405 g=3.410 2/2 [==============================] - 0s 13ms/step >36, 155/693, d1=0.575, d2=0.267 g=2.651 2/2 [==============================] - 0s 12ms/step >36, 156/693, d1=0.366, d2=0.393 g=2.430 2/2 [==============================] - 0s 12ms/step >36, 157/693, d1=0.365, d2=0.343 g=2.692 2/2 [==============================] - 0s 13ms/step >36, 158/693, d1=0.420, d2=0.378 g=2.550 2/2 [==============================] - 0s 13ms/step >36, 159/693, d1=0.447, d2=0.421 g=2.256 2/2 [==============================] - 0s 12ms/step >36, 160/693, d1=0.407, d2=0.340 g=2.416 2/2 [==============================] - 0s 12ms/step >36, 161/693, d1=0.434, d2=0.338 g=2.155 2/2 [==============================] - 0s 13ms/step >36, 162/693, d1=0.565, d2=0.378 g=2.859 2/2 [==============================] - 0s 14ms/step >36, 163/693, d1=0.306, d2=0.342 g=2.105 2/2 [==============================] - 0s 12ms/step >36, 164/693, d1=0.282, d2=0.406 g=2.660 2/2 [==============================] - 0s 13ms/step >36, 165/693, d1=0.353, d2=0.278 g=3.220 2/2 [==============================] - 0s 12ms/step >36, 166/693, d1=0.492, d2=0.402 g=2.394 2/2 [==============================] - 0s 13ms/step >36, 167/693, d1=0.554, d2=0.376 g=2.350 2/2 [==============================] - 0s 14ms/step >36, 168/693, d1=0.377, d2=0.335 g=2.609 2/2 [==============================] - 0s 13ms/step >36, 169/693, d1=0.283, d2=0.429 g=2.917 2/2 [==============================] - 0s 14ms/step >36, 170/693, d1=0.496, d2=0.305 g=2.401 2/2 [==============================] - 0s 14ms/step >36, 171/693, d1=0.402, d2=0.304 g=2.913 2/2 [==============================] - 0s 15ms/step >36, 172/693, d1=0.366, d2=0.269 g=2.189 2/2 [==============================] - 0s 12ms/step >36, 173/693, d1=0.510, d2=0.425 g=2.347 2/2 [==============================] - 0s 14ms/step >36, 174/693, d1=0.337, d2=0.282 g=2.345 2/2 [==============================] - 0s 12ms/step >36, 175/693, d1=0.379, d2=0.294 g=3.415 2/2 [==============================] - 0s 14ms/step >36, 176/693, d1=0.309, d2=0.299 g=2.868 2/2 [==============================] - 0s 12ms/step >36, 177/693, d1=0.461, d2=0.344 g=2.901 2/2 [==============================] - 0s 13ms/step >36, 178/693, d1=0.374, d2=0.245 g=2.356 2/2 [==============================] - 0s 13ms/step >36, 179/693, d1=0.563, d2=0.463 g=2.381 2/2 [==============================] - 0s 12ms/step >36, 180/693, d1=0.325, d2=0.479 g=2.773 2/2 [==============================] - 0s 14ms/step >36, 181/693, d1=0.448, d2=0.274 g=2.523 2/2 [==============================] - 0s 11ms/step >36, 182/693, d1=0.434, d2=0.294 g=2.352 2/2 [==============================] - 0s 12ms/step >36, 183/693, d1=0.330, d2=0.453 g=2.392 2/2 [==============================] - 0s 14ms/step >36, 184/693, d1=0.292, d2=0.311 g=2.541 2/2 [==============================] - 0s 15ms/step >36, 185/693, d1=0.460, d2=0.399 g=2.819 2/2 [==============================] - 0s 14ms/step >36, 186/693, d1=0.422, d2=0.282 g=2.612 2/2 [==============================] - 0s 12ms/step >36, 187/693, d1=0.474, d2=0.401 g=3.099 2/2 [==============================] - 0s 14ms/step >36, 188/693, d1=0.481, d2=0.345 g=3.262 2/2 [==============================] - 0s 12ms/step >36, 189/693, d1=0.403, d2=0.365 g=2.511 2/2 [==============================] - 0s 13ms/step >36, 190/693, d1=0.382, d2=0.361 g=2.326 2/2 [==============================] - 0s 12ms/step >36, 191/693, d1=0.480, d2=0.519 g=2.873 2/2 [==============================] - 0s 13ms/step >36, 192/693, d1=0.433, d2=0.291 g=2.653 2/2 [==============================] - 0s 12ms/step >36, 193/693, d1=0.409, d2=0.374 g=3.305 2/2 [==============================] - 0s 13ms/step >36, 194/693, d1=0.539, d2=0.304 g=2.552 2/2 [==============================] - 0s 13ms/step >36, 195/693, d1=0.498, d2=0.461 g=2.653 2/2 [==============================] - 0s 13ms/step >36, 196/693, d1=0.388, d2=0.310 g=2.724 2/2 [==============================] - 0s 12ms/step >36, 197/693, d1=0.437, d2=0.367 g=2.442 2/2 [==============================] - 0s 12ms/step >36, 198/693, d1=0.296, d2=0.278 g=3.381 2/2 [==============================] - 0s 14ms/step >36, 199/693, d1=0.459, d2=0.363 g=2.340 2/2 [==============================] - 0s 13ms/step >36, 200/693, d1=0.349, d2=0.317 g=2.583 2/2 [==============================] - 0s 13ms/step >36, 201/693, d1=0.245, d2=0.381 g=2.200 2/2 [==============================] - 0s 13ms/step >36, 202/693, d1=0.507, d2=0.396 g=2.331 2/2 [==============================] - 0s 13ms/step >36, 203/693, d1=0.398, d2=0.300 g=2.686 2/2 [==============================] - 0s 14ms/step >36, 204/693, d1=0.366, d2=0.366 g=2.768 2/2 [==============================] - 0s 14ms/step >36, 205/693, d1=0.355, d2=0.394 g=2.909 2/2 [==============================] - 0s 13ms/step >36, 206/693, d1=0.628, d2=0.353 g=3.224 2/2 [==============================] - 0s 13ms/step >36, 207/693, d1=0.441, d2=0.380 g=3.317 2/2 [==============================] - 0s 14ms/step >36, 208/693, d1=0.411, d2=0.414 g=4.984 2/2 [==============================] - 0s 12ms/step >36, 209/693, d1=0.514, d2=0.290 g=2.997 2/2 [==============================] - 0s 14ms/step >36, 210/693, d1=0.360, d2=0.395 g=2.469 2/2 [==============================] - 0s 13ms/step >36, 211/693, d1=0.488, d2=0.424 g=3.171 2/2 [==============================] - 0s 13ms/step >36, 212/693, d1=0.506, d2=0.358 g=3.059 2/2 [==============================] - 0s 12ms/step >36, 213/693, d1=0.480, d2=0.434 g=2.018 2/2 [==============================] - 0s 14ms/step >36, 214/693, d1=0.420, d2=0.529 g=3.038 2/2 [==============================] - 0s 12ms/step >36, 215/693, d1=0.366, d2=0.225 g=2.861 2/2 [==============================] - 0s 13ms/step >36, 216/693, d1=0.412, d2=0.306 g=3.082 2/2 [==============================] - 0s 12ms/step >36, 217/693, d1=0.520, d2=0.328 g=2.772 2/2 [==============================] - 0s 13ms/step >36, 218/693, d1=0.368, d2=0.375 g=2.077 2/2 [==============================] - 0s 16ms/step >36, 219/693, d1=0.312, d2=0.360 g=3.111 2/2 [==============================] - 0s 12ms/step >36, 220/693, d1=0.412, d2=0.377 g=2.633 2/2 [==============================] - 0s 13ms/step >36, 221/693, d1=0.263, d2=0.409 g=2.573 2/2 [==============================] - 0s 13ms/step >36, 222/693, d1=0.426, d2=0.280 g=2.479 2/2 [==============================] - 0s 14ms/step >36, 223/693, d1=0.621, d2=0.483 g=2.749 2/2 [==============================] - 0s 13ms/step >36, 224/693, d1=0.393, d2=0.309 g=2.817 2/2 [==============================] - 0s 13ms/step >36, 225/693, d1=0.401, d2=0.222 g=2.116 2/2 [==============================] - 0s 14ms/step >36, 226/693, d1=0.331, d2=0.378 g=2.616 2/2 [==============================] - 0s 11ms/step >36, 227/693, d1=0.421, d2=0.423 g=2.823 2/2 [==============================] - 0s 14ms/step >36, 228/693, d1=0.477, d2=0.311 g=2.433 2/2 [==============================] - 0s 14ms/step >36, 229/693, d1=0.509, d2=0.359 g=2.412 2/2 [==============================] - 0s 15ms/step >36, 230/693, d1=0.340, d2=0.280 g=3.252 2/2 [==============================] - 0s 14ms/step >36, 231/693, d1=0.398, d2=0.343 g=2.506 2/2 [==============================] - 0s 13ms/step >36, 232/693, d1=0.363, d2=0.395 g=3.188 2/2 [==============================] - 0s 14ms/step >36, 233/693, d1=0.411, d2=0.348 g=2.383 2/2 [==============================] - 0s 12ms/step >36, 234/693, d1=0.454, d2=0.359 g=2.462 2/2 [==============================] - 0s 13ms/step >36, 235/693, d1=0.438, d2=0.339 g=2.305 2/2 [==============================] - 0s 13ms/step >36, 236/693, d1=0.369, d2=0.469 g=2.923 2/2 [==============================] - 0s 13ms/step >36, 237/693, d1=0.240, d2=0.256 g=3.075 2/2 [==============================] - 0s 14ms/step >36, 238/693, d1=0.434, d2=0.314 g=2.341 2/2 [==============================] - 0s 11ms/step >36, 239/693, d1=0.374, d2=0.399 g=2.549 2/2 [==============================] - 0s 13ms/step >36, 240/693, d1=0.255, d2=0.302 g=2.465 2/2 [==============================] - 0s 13ms/step >36, 241/693, d1=0.404, d2=0.405 g=2.988 2/2 [==============================] - 0s 13ms/step >36, 242/693, d1=0.422, d2=0.337 g=3.984 2/2 [==============================] - 0s 12ms/step >36, 243/693, d1=0.488, d2=0.379 g=2.911 2/2 [==============================] - 0s 13ms/step >36, 244/693, d1=0.275, d2=0.455 g=2.762 2/2 [==============================] - 0s 13ms/step >36, 245/693, d1=0.489, d2=0.314 g=2.774 2/2 [==============================] - 0s 13ms/step >36, 246/693, d1=0.407, d2=0.348 g=3.248 2/2 [==============================] - 0s 12ms/step >36, 247/693, d1=0.531, d2=0.462 g=3.589 2/2 [==============================] - 0s 14ms/step >36, 248/693, d1=0.408, d2=0.372 g=2.360 2/2 [==============================] - 0s 14ms/step >36, 249/693, d1=0.517, d2=0.371 g=2.717 2/2 [==============================] - 0s 13ms/step >36, 250/693, d1=0.498, d2=0.279 g=3.323 2/2 [==============================] - 0s 14ms/step >36, 251/693, d1=0.428, d2=0.391 g=3.216 2/2 [==============================] - 0s 14ms/step >36, 252/693, d1=0.253, d2=0.230 g=3.194 2/2 [==============================] - 0s 14ms/step >36, 253/693, d1=0.316, d2=0.398 g=2.919 2/2 [==============================] - 0s 14ms/step >36, 254/693, d1=0.651, d2=0.258 g=2.464 2/2 [==============================] - 0s 12ms/step >36, 255/693, d1=0.302, d2=0.323 g=2.203 2/2 [==============================] - 0s 15ms/step >36, 256/693, d1=0.385, d2=0.324 g=2.417 2/2 [==============================] - 0s 13ms/step >36, 257/693, d1=0.310, d2=0.411 g=2.525 2/2 [==============================] - 0s 12ms/step >36, 258/693, d1=0.494, d2=0.235 g=2.805 2/2 [==============================] - 0s 13ms/step >36, 259/693, d1=0.407, d2=0.389 g=2.548 2/2 [==============================] - 0s 13ms/step >36, 260/693, d1=0.401, d2=0.299 g=2.125 2/2 [==============================] - 0s 12ms/step >36, 261/693, d1=0.465, d2=0.418 g=2.498 2/2 [==============================] - 0s 13ms/step >36, 262/693, d1=0.413, d2=0.449 g=2.253 2/2 [==============================] - 0s 14ms/step >36, 263/693, d1=0.314, d2=0.348 g=2.635 2/2 [==============================] - 0s 13ms/step >36, 264/693, d1=0.495, d2=0.325 g=2.767 2/2 [==============================] - 0s 12ms/step >36, 265/693, d1=0.439, d2=0.363 g=2.607 2/2 [==============================] - 0s 14ms/step >36, 266/693, d1=0.302, d2=0.268 g=2.723 2/2 [==============================] - 0s 13ms/step >36, 267/693, d1=0.607, d2=0.435 g=2.518 2/2 [==============================] - 0s 12ms/step >36, 268/693, d1=0.410, d2=0.377 g=2.138 2/2 [==============================] - 0s 13ms/step >36, 269/693, d1=0.290, d2=0.287 g=2.805 2/2 [==============================] - 0s 13ms/step >36, 270/693, d1=0.422, d2=0.336 g=3.279 2/2 [==============================] - 0s 15ms/step >36, 271/693, d1=0.355, d2=0.304 g=2.961 2/2 [==============================] - 0s 15ms/step >36, 272/693, d1=0.591, d2=0.456 g=2.538 2/2 [==============================] - 0s 15ms/step >36, 273/693, d1=0.321, d2=0.254 g=2.956 2/2 [==============================] - 0s 14ms/step >36, 274/693, d1=0.443, d2=0.519 g=2.676 2/2 [==============================] - 0s 13ms/step >36, 275/693, d1=0.277, d2=0.322 g=2.762 2/2 [==============================] - 0s 14ms/step >36, 276/693, d1=0.347, d2=0.287 g=2.308 2/2 [==============================] - 0s 12ms/step >36, 277/693, d1=0.441, d2=0.337 g=3.750 2/2 [==============================] - 0s 12ms/step >36, 278/693, d1=0.429, d2=0.306 g=3.151 2/2 [==============================] - 0s 14ms/step >36, 279/693, d1=0.389, d2=0.470 g=3.067 2/2 [==============================] - 0s 13ms/step >36, 280/693, d1=0.491, d2=0.353 g=2.280 2/2 [==============================] - 0s 14ms/step >36, 281/693, d1=0.411, d2=0.401 g=3.188 2/2 [==============================] - 0s 12ms/step >36, 282/693, d1=0.535, d2=0.358 g=2.370 2/2 [==============================] - 0s 12ms/step >36, 283/693, d1=0.461, d2=0.333 g=2.654 2/2 [==============================] - 0s 11ms/step >36, 284/693, d1=0.354, d2=0.436 g=2.487 2/2 [==============================] - 0s 14ms/step >36, 285/693, d1=0.525, d2=0.387 g=2.251 2/2 [==============================] - 0s 14ms/step >36, 286/693, d1=0.416, d2=0.386 g=2.596 2/2 [==============================] - 0s 13ms/step >36, 287/693, d1=0.247, d2=0.310 g=2.581 2/2 [==============================] - 0s 14ms/step >36, 288/693, d1=0.448, d2=0.360 g=2.497 2/2 [==============================] - 0s 15ms/step >36, 289/693, d1=0.382, d2=0.378 g=2.682 2/2 [==============================] - 0s 13ms/step >36, 290/693, d1=0.460, d2=0.433 g=3.278 2/2 [==============================] - 0s 14ms/step >36, 291/693, d1=0.423, d2=0.324 g=2.408 2/2 [==============================] - 0s 13ms/step >36, 292/693, d1=0.440, d2=0.284 g=2.477 2/2 [==============================] - 0s 11ms/step >36, 293/693, d1=0.359, d2=0.518 g=2.512 2/2 [==============================] - 0s 16ms/step >36, 294/693, d1=0.488, d2=0.294 g=3.148 2/2 [==============================] - 0s 13ms/step >36, 295/693, d1=0.479, d2=0.368 g=2.722 2/2 [==============================] - 0s 13ms/step >36, 296/693, d1=0.410, d2=0.336 g=2.347 2/2 [==============================] - 0s 15ms/step >36, 297/693, d1=0.428, d2=0.354 g=2.735 2/2 [==============================] - 0s 15ms/step >36, 298/693, d1=0.402, d2=0.313 g=3.050 2/2 [==============================] - 0s 14ms/step >36, 299/693, d1=0.364, d2=0.529 g=2.734 2/2 [==============================] - 0s 13ms/step >36, 300/693, d1=0.481, d2=0.314 g=2.632 2/2 [==============================] - 0s 14ms/step >36, 301/693, d1=0.528, d2=0.423 g=2.465 2/2 [==============================] - 0s 13ms/step >36, 302/693, d1=0.489, d2=0.425 g=2.568 2/2 [==============================] - 0s 14ms/step >36, 303/693, d1=0.346, d2=0.281 g=2.790 2/2 [==============================] - 0s 13ms/step >36, 304/693, d1=0.446, d2=0.430 g=2.802 2/2 [==============================] - 0s 13ms/step >36, 305/693, d1=0.447, d2=0.376 g=2.384 2/2 [==============================] - 0s 15ms/step >36, 306/693, d1=0.443, d2=0.337 g=2.314 2/2 [==============================] - 0s 14ms/step >36, 307/693, d1=0.445, d2=0.397 g=2.236 2/2 [==============================] - 0s 15ms/step >36, 308/693, d1=0.351, d2=0.357 g=2.578 2/2 [==============================] - 0s 13ms/step >36, 309/693, d1=0.283, d2=0.325 g=3.451 2/2 [==============================] - 0s 15ms/step >36, 310/693, d1=0.500, d2=0.375 g=2.716 2/2 [==============================] - 0s 12ms/step >36, 311/693, d1=0.359, d2=0.286 g=2.867 2/2 [==============================] - 0s 14ms/step >36, 312/693, d1=0.542, d2=0.377 g=2.364 2/2 [==============================] - 0s 14ms/step >36, 313/693, d1=0.377, d2=0.389 g=2.891 2/2 [==============================] - 0s 13ms/step >36, 314/693, d1=0.464, d2=0.298 g=2.473 2/2 [==============================] - 0s 14ms/step >36, 315/693, d1=0.310, d2=0.288 g=3.226 2/2 [==============================] - 0s 13ms/step >36, 316/693, d1=0.560, d2=0.374 g=2.291 2/2 [==============================] - 0s 13ms/step >36, 317/693, d1=0.327, d2=0.411 g=2.646 2/2 [==============================] - 0s 14ms/step >36, 318/693, d1=0.372, d2=0.471 g=3.245 2/2 [==============================] - 0s 14ms/step >36, 319/693, d1=0.425, d2=0.242 g=4.094 2/2 [==============================] - 0s 14ms/step >36, 320/693, d1=0.421, d2=0.355 g=2.509 2/2 [==============================] - 0s 13ms/step >36, 321/693, d1=0.328, d2=0.428 g=3.100 2/2 [==============================] - 0s 13ms/step >36, 322/693, d1=0.321, d2=0.319 g=2.975 2/2 [==============================] - 0s 13ms/step >36, 323/693, d1=0.327, d2=0.391 g=3.248 2/2 [==============================] - 0s 13ms/step >36, 324/693, d1=0.497, d2=0.281 g=3.676 2/2 [==============================] - 0s 13ms/step >36, 325/693, d1=0.550, d2=0.382 g=2.539 2/2 [==============================] - 0s 13ms/step >36, 326/693, d1=0.263, d2=0.430 g=3.154 2/2 [==============================] - 0s 12ms/step >36, 327/693, d1=0.436, d2=0.331 g=2.449 2/2 [==============================] - 0s 11ms/step >36, 328/693, d1=0.373, d2=0.475 g=3.810 2/2 [==============================] - 0s 15ms/step >36, 329/693, d1=0.300, d2=0.234 g=3.289 2/2 [==============================] - 0s 14ms/step >36, 330/693, d1=0.605, d2=0.308 g=2.196 2/2 [==============================] - 0s 12ms/step >36, 331/693, d1=0.447, d2=0.310 g=3.182 2/2 [==============================] - 0s 12ms/step >36, 332/693, d1=0.299, d2=0.407 g=2.404 2/2 [==============================] - 0s 13ms/step >36, 333/693, d1=0.288, d2=0.327 g=3.240 2/2 [==============================] - 0s 14ms/step >36, 334/693, d1=0.444, d2=0.375 g=2.864 2/2 [==============================] - 0s 14ms/step >36, 335/693, d1=0.543, d2=0.303 g=2.738 2/2 [==============================] - 0s 12ms/step >36, 336/693, d1=0.507, d2=0.409 g=3.183 2/2 [==============================] - 0s 13ms/step >36, 337/693, d1=0.416, d2=0.327 g=3.299 2/2 [==============================] - 0s 13ms/step >36, 338/693, d1=0.356, d2=0.359 g=2.669 2/2 [==============================] - 0s 11ms/step >36, 339/693, d1=0.393, d2=0.204 g=2.281 2/2 [==============================] - 0s 12ms/step >36, 340/693, d1=0.556, d2=0.452 g=2.299 2/2 [==============================] - 0s 12ms/step >36, 341/693, d1=0.406, d2=0.446 g=2.575 2/2 [==============================] - 0s 13ms/step >36, 342/693, d1=0.514, d2=0.466 g=3.342 2/2 [==============================] - 0s 13ms/step >36, 343/693, d1=0.286, d2=0.278 g=3.019 2/2 [==============================] - 0s 12ms/step >36, 344/693, d1=0.493, d2=0.403 g=2.865 2/2 [==============================] - 0s 14ms/step >36, 345/693, d1=0.375, d2=0.477 g=3.206 2/2 [==============================] - 0s 13ms/step >36, 346/693, d1=0.305, d2=0.307 g=2.184 2/2 [==============================] - 0s 12ms/step >36, 347/693, d1=0.433, d2=0.257 g=2.956 2/2 [==============================] - 0s 15ms/step >36, 348/693, d1=0.407, d2=0.311 g=2.671 2/2 [==============================] - 0s 13ms/step >36, 349/693, d1=0.430, d2=0.402 g=2.571 2/2 [==============================] - 0s 14ms/step >36, 350/693, d1=0.406, d2=0.350 g=3.044 2/2 [==============================] - 0s 14ms/step >36, 351/693, d1=0.466, d2=0.448 g=3.093 2/2 [==============================] - 0s 13ms/step >36, 352/693, d1=0.419, d2=0.381 g=3.460 2/2 [==============================] - 0s 12ms/step >36, 353/693, d1=0.481, d2=0.261 g=2.665 2/2 [==============================] - 0s 14ms/step >36, 354/693, d1=0.424, d2=0.387 g=2.639 2/2 [==============================] - 0s 12ms/step >36, 355/693, d1=0.499, d2=0.286 g=2.722 2/2 [==============================] - 0s 12ms/step >36, 356/693, d1=0.402, d2=0.357 g=3.075 2/2 [==============================] - 0s 15ms/step >36, 357/693, d1=0.274, d2=0.329 g=3.463 2/2 [==============================] - 0s 13ms/step >36, 358/693, d1=0.414, d2=0.468 g=3.414 2/2 [==============================] - 0s 15ms/step >36, 359/693, d1=0.431, d2=0.325 g=3.096 2/2 [==============================] - 0s 12ms/step >36, 360/693, d1=0.494, d2=0.371 g=2.475 2/2 [==============================] - 0s 13ms/step >36, 361/693, d1=0.404, d2=0.378 g=3.400 2/2 [==============================] - 0s 13ms/step >36, 362/693, d1=0.450, d2=0.440 g=2.782 2/2 [==============================] - 0s 14ms/step >36, 363/693, d1=0.375, d2=0.328 g=3.200 2/2 [==============================] - 0s 14ms/step >36, 364/693, d1=0.610, d2=0.293 g=2.862 2/2 [==============================] - 0s 13ms/step >36, 365/693, d1=0.403, d2=0.262 g=2.527 2/2 [==============================] - 0s 12ms/step >36, 366/693, d1=0.339, d2=0.381 g=2.426 2/2 [==============================] - 0s 13ms/step >36, 367/693, d1=0.288, d2=0.473 g=2.848 2/2 [==============================] - 0s 14ms/step >36, 368/693, d1=0.408, d2=0.367 g=2.867 2/2 [==============================] - 0s 14ms/step >36, 369/693, d1=0.605, d2=0.394 g=3.295 2/2 [==============================] - 0s 12ms/step >36, 370/693, d1=0.425, d2=0.375 g=3.357 2/2 [==============================] - 0s 12ms/step >36, 371/693, d1=0.381, d2=0.338 g=2.920 2/2 [==============================] - 0s 12ms/step >36, 372/693, d1=0.400, d2=0.406 g=2.978 2/2 [==============================] - 0s 13ms/step >36, 373/693, d1=0.631, d2=0.440 g=2.928 2/2 [==============================] - 0s 14ms/step >36, 374/693, d1=0.412, d2=0.281 g=2.620 2/2 [==============================] - 0s 15ms/step >36, 375/693, d1=0.466, d2=0.419 g=2.145 2/2 [==============================] - 0s 11ms/step >36, 376/693, d1=0.289, d2=0.357 g=2.605 2/2 [==============================] - 0s 13ms/step >36, 377/693, d1=0.383, d2=0.296 g=2.657 2/2 [==============================] - 0s 14ms/step >36, 378/693, d1=0.371, d2=0.264 g=2.174 2/2 [==============================] - 0s 12ms/step >36, 379/693, d1=0.383, d2=0.381 g=2.384 2/2 [==============================] - 0s 12ms/step >36, 380/693, d1=0.331, d2=0.290 g=2.634 2/2 [==============================] - 0s 14ms/step >36, 381/693, d1=0.363, d2=0.270 g=2.038 2/2 [==============================] - 0s 14ms/step >36, 382/693, d1=0.368, d2=0.320 g=2.384 2/2 [==============================] - 0s 13ms/step >36, 383/693, d1=0.409, d2=0.398 g=2.451 2/2 [==============================] - 0s 14ms/step >36, 384/693, d1=0.521, d2=0.354 g=3.166 2/2 [==============================] - 0s 12ms/step >36, 385/693, d1=0.390, d2=0.306 g=2.271 2/2 [==============================] - 0s 12ms/step >36, 386/693, d1=0.402, d2=0.314 g=2.503 2/2 [==============================] - 0s 13ms/step >36, 387/693, d1=0.405, d2=0.402 g=2.371 2/2 [==============================] - 0s 13ms/step >36, 388/693, d1=0.436, d2=0.406 g=2.814 2/2 [==============================] - 0s 14ms/step >36, 389/693, d1=0.460, d2=0.412 g=4.240 2/2 [==============================] - 0s 13ms/step >36, 390/693, d1=0.357, d2=0.274 g=2.453 2/2 [==============================] - 0s 14ms/step >36, 391/693, d1=0.456, d2=0.320 g=2.173 2/2 [==============================] - 0s 14ms/step >36, 392/693, d1=0.420, d2=0.395 g=2.604 2/2 [==============================] - 0s 12ms/step >36, 393/693, d1=0.399, d2=0.366 g=2.587 2/2 [==============================] - 0s 13ms/step >36, 394/693, d1=0.353, d2=0.320 g=2.562 2/2 [==============================] - 0s 13ms/step >36, 395/693, d1=0.386, d2=0.259 g=2.408 2/2 [==============================] - 0s 14ms/step >36, 396/693, d1=0.416, d2=0.601 g=2.855 2/2 [==============================] - 0s 14ms/step >36, 397/693, d1=0.521, d2=0.347 g=2.583 2/2 [==============================] - 0s 13ms/step >36, 398/693, d1=0.429, d2=0.402 g=3.900 2/2 [==============================] - 0s 14ms/step >36, 399/693, d1=0.375, d2=0.268 g=3.058 2/2 [==============================] - 0s 15ms/step >36, 400/693, d1=0.512, d2=0.357 g=2.382 2/2 [==============================] - 0s 13ms/step >36, 401/693, d1=0.412, d2=0.498 g=3.137 2/2 [==============================] - 0s 14ms/step >36, 402/693, d1=0.366, d2=0.308 g=2.688 2/2 [==============================] - 0s 14ms/step >36, 403/693, d1=0.475, d2=0.356 g=2.918 2/2 [==============================] - 0s 14ms/step >36, 404/693, d1=0.505, d2=0.428 g=3.075 2/2 [==============================] - 0s 14ms/step >36, 405/693, d1=0.415, d2=0.286 g=2.318 2/2 [==============================] - 0s 12ms/step >36, 406/693, d1=0.390, d2=0.252 g=3.304 2/2 [==============================] - 0s 15ms/step >36, 407/693, d1=0.355, d2=0.372 g=2.415 2/2 [==============================] - 0s 14ms/step >36, 408/693, d1=0.407, d2=0.324 g=2.690 2/2 [==============================] - 0s 14ms/step >36, 409/693, d1=0.389, d2=0.492 g=3.530 2/2 [==============================] - 0s 14ms/step >36, 410/693, d1=0.578, d2=0.253 g=3.474 2/2 [==============================] - 0s 14ms/step >36, 411/693, d1=0.355, d2=0.259 g=2.215 2/2 [==============================] - 0s 13ms/step >36, 412/693, d1=0.401, d2=0.399 g=2.211 2/2 [==============================] - 0s 14ms/step >36, 413/693, d1=0.349, d2=0.401 g=2.770 2/2 [==============================] - 0s 14ms/step >36, 414/693, d1=0.452, d2=0.421 g=2.162 2/2 [==============================] - 0s 13ms/step >36, 415/693, d1=0.448, d2=0.409 g=3.534 2/2 [==============================] - 0s 12ms/step >36, 416/693, d1=0.515, d2=0.376 g=3.079 2/2 [==============================] - 0s 11ms/step >36, 417/693, d1=0.296, d2=0.278 g=2.692 2/2 [==============================] - 0s 12ms/step >36, 418/693, d1=0.273, d2=0.283 g=2.794 2/2 [==============================] - 0s 15ms/step >36, 419/693, d1=0.474, d2=0.321 g=2.697 2/2 [==============================] - 0s 13ms/step >36, 420/693, d1=0.357, d2=0.480 g=3.117 2/2 [==============================] - 0s 14ms/step >36, 421/693, d1=0.402, d2=0.375 g=3.022 2/2 [==============================] - 0s 11ms/step >36, 422/693, d1=0.287, d2=0.271 g=2.589 2/2 [==============================] - 0s 15ms/step >36, 423/693, d1=0.392, d2=0.355 g=2.813 2/2 [==============================] - 0s 15ms/step >36, 424/693, d1=0.283, d2=0.290 g=3.278 2/2 [==============================] - 0s 13ms/step >36, 425/693, d1=0.455, d2=0.330 g=2.729 2/2 [==============================] - 0s 13ms/step >36, 426/693, d1=0.344, d2=0.319 g=2.914 2/2 [==============================] - 0s 13ms/step >36, 427/693, d1=0.439, d2=0.504 g=3.492 2/2 [==============================] - 0s 14ms/step >36, 428/693, d1=0.506, d2=0.213 g=2.287 2/2 [==============================] - 0s 14ms/step >36, 429/693, d1=0.396, d2=0.396 g=2.663 2/2 [==============================] - 0s 12ms/step >36, 430/693, d1=0.390, d2=0.416 g=3.600 2/2 [==============================] - 0s 12ms/step >36, 431/693, d1=0.392, d2=0.281 g=3.027 2/2 [==============================] - 0s 14ms/step >36, 432/693, d1=0.338, d2=0.399 g=3.300 2/2 [==============================] - 0s 14ms/step >36, 433/693, d1=0.374, d2=0.376 g=3.024 2/2 [==============================] - 0s 12ms/step >36, 434/693, d1=0.410, d2=0.354 g=3.363 2/2 [==============================] - 0s 13ms/step >36, 435/693, d1=0.420, d2=0.381 g=2.487 2/2 [==============================] - 0s 15ms/step >36, 436/693, d1=0.484, d2=0.403 g=2.208 2/2 [==============================] - 0s 12ms/step >36, 437/693, d1=0.386, d2=0.352 g=3.448 2/2 [==============================] - 0s 12ms/step >36, 438/693, d1=0.356, d2=0.357 g=2.943 2/2 [==============================] - 0s 12ms/step >36, 439/693, d1=0.470, d2=0.346 g=2.867 2/2 [==============================] - 0s 13ms/step >36, 440/693, d1=0.351, d2=0.258 g=2.970 2/2 [==============================] - 0s 13ms/step >36, 441/693, d1=0.405, d2=0.310 g=3.193 2/2 [==============================] - 0s 13ms/step >36, 442/693, d1=0.450, d2=0.265 g=2.801 2/2 [==============================] - 0s 13ms/step >36, 443/693, d1=0.487, d2=0.414 g=2.828 2/2 [==============================] - 0s 14ms/step >36, 444/693, d1=0.310, d2=0.332 g=2.728 2/2 [==============================] - 0s 11ms/step >36, 445/693, d1=0.429, d2=0.351 g=2.488 2/2 [==============================] - 0s 14ms/step >36, 446/693, d1=0.509, d2=0.329 g=3.705 2/2 [==============================] - 0s 13ms/step >36, 447/693, d1=0.568, d2=0.497 g=2.984 2/2 [==============================] - 0s 14ms/step >36, 448/693, d1=0.433, d2=0.338 g=2.727 2/2 [==============================] - 0s 13ms/step >36, 449/693, d1=0.349, d2=0.292 g=2.190 2/2 [==============================] - 0s 13ms/step >36, 450/693, d1=0.452, d2=0.356 g=2.510 2/2 [==============================] - 0s 14ms/step >36, 451/693, d1=0.470, d2=0.421 g=1.941 2/2 [==============================] - 0s 13ms/step >36, 452/693, d1=0.486, d2=0.549 g=3.470 2/2 [==============================] - 0s 13ms/step >36, 453/693, d1=0.553, d2=0.294 g=3.101 2/2 [==============================] - 0s 13ms/step >36, 454/693, d1=0.380, d2=0.336 g=1.941 2/2 [==============================] - 0s 11ms/step >36, 455/693, d1=0.483, d2=0.366 g=2.312 2/2 [==============================] - 0s 13ms/step >36, 456/693, d1=0.314, d2=0.330 g=3.180 2/2 [==============================] - 0s 12ms/step >36, 457/693, d1=0.418, d2=0.385 g=3.505 2/2 [==============================] - 0s 13ms/step >36, 458/693, d1=0.473, d2=0.332 g=2.428 2/2 [==============================] - 0s 15ms/step >36, 459/693, d1=0.441, d2=0.321 g=3.270 2/2 [==============================] - 0s 13ms/step >36, 460/693, d1=0.219, d2=0.344 g=3.482 2/2 [==============================] - 0s 12ms/step >36, 461/693, d1=0.453, d2=0.422 g=2.759 2/2 [==============================] - 0s 14ms/step >36, 462/693, d1=0.425, d2=0.393 g=2.407 2/2 [==============================] - 0s 12ms/step >36, 463/693, d1=0.401, d2=0.314 g=2.403 2/2 [==============================] - 0s 13ms/step >36, 464/693, d1=0.221, d2=0.252 g=2.813 2/2 [==============================] - 0s 13ms/step >36, 465/693, d1=0.534, d2=0.391 g=2.921 2/2 [==============================] - 0s 12ms/step >36, 466/693, d1=0.448, d2=0.378 g=2.741 2/2 [==============================] - 0s 12ms/step >36, 467/693, d1=0.564, d2=0.387 g=3.418 2/2 [==============================] - 0s 15ms/step >36, 468/693, d1=0.508, d2=0.312 g=2.697 2/2 [==============================] - 0s 13ms/step >36, 469/693, d1=0.386, d2=0.480 g=3.299 2/2 [==============================] - 0s 13ms/step >36, 470/693, d1=0.490, d2=0.264 g=3.453 2/2 [==============================] - 0s 13ms/step >36, 471/693, d1=0.407, d2=0.343 g=2.346 2/2 [==============================] - 0s 14ms/step >36, 472/693, d1=0.439, d2=0.224 g=2.313 2/2 [==============================] - 0s 14ms/step >36, 473/693, d1=0.268, d2=0.475 g=2.868 2/2 [==============================] - 0s 13ms/step >36, 474/693, d1=0.466, d2=0.418 g=2.132 2/2 [==============================] - 0s 11ms/step >36, 475/693, d1=0.287, d2=0.314 g=2.650 2/2 [==============================] - 0s 13ms/step >36, 476/693, d1=0.509, d2=0.387 g=2.902 2/2 [==============================] - 0s 12ms/step >36, 477/693, d1=0.406, d2=0.352 g=2.761 2/2 [==============================] - 0s 13ms/step >36, 478/693, d1=0.302, d2=0.303 g=2.872 2/2 [==============================] - 0s 14ms/step >36, 479/693, d1=0.413, d2=0.348 g=2.910 2/2 [==============================] - 0s 17ms/step >36, 480/693, d1=0.424, d2=0.370 g=3.010 2/2 [==============================] - 0s 14ms/step >36, 481/693, d1=0.468, d2=0.242 g=2.495 2/2 [==============================] - 0s 15ms/step >36, 482/693, d1=0.310, d2=0.499 g=3.357 2/2 [==============================] - 0s 13ms/step >36, 483/693, d1=0.325, d2=0.326 g=2.887 2/2 [==============================] - 0s 13ms/step >36, 484/693, d1=0.319, d2=0.333 g=2.944 2/2 [==============================] - 0s 13ms/step >36, 485/693, d1=0.407, d2=0.348 g=2.168 2/2 [==============================] - 0s 15ms/step >36, 486/693, d1=0.388, d2=0.328 g=3.071 2/2 [==============================] - 0s 12ms/step >36, 487/693, d1=0.461, d2=0.421 g=2.423 2/2 [==============================] - 0s 13ms/step >36, 488/693, d1=0.416, d2=0.425 g=3.089 2/2 [==============================] - 0s 12ms/step >36, 489/693, d1=0.463, d2=0.255 g=3.903 2/2 [==============================] - 0s 14ms/step >36, 490/693, d1=0.413, d2=0.281 g=3.431 2/2 [==============================] - 0s 13ms/step >36, 491/693, d1=0.470, d2=0.362 g=2.167 2/2 [==============================] - 0s 11ms/step >36, 492/693, d1=0.293, d2=0.438 g=2.987 2/2 [==============================] - 0s 13ms/step >36, 493/693, d1=0.340, d2=0.283 g=2.940 2/2 [==============================] - 0s 14ms/step >36, 494/693, d1=0.432, d2=0.238 g=2.997 2/2 [==============================] - 0s 14ms/step >36, 495/693, d1=0.507, d2=0.367 g=2.243 2/2 [==============================] - 0s 13ms/step >36, 496/693, d1=0.291, d2=0.321 g=2.537 2/2 [==============================] - 0s 14ms/step >36, 497/693, d1=0.320, d2=0.583 g=3.117 2/2 [==============================] - 0s 13ms/step >36, 498/693, d1=0.454, d2=0.266 g=2.395 2/2 [==============================] - 0s 12ms/step >36, 499/693, d1=0.413, d2=0.317 g=2.500 2/2 [==============================] - 0s 14ms/step >36, 500/693, d1=0.433, d2=0.286 g=1.962 2/2 [==============================] - 0s 15ms/step >36, 501/693, d1=0.225, d2=0.379 g=2.751 2/2 [==============================] - 0s 13ms/step >36, 502/693, d1=0.427, d2=0.426 g=2.844 2/2 [==============================] - 0s 13ms/step >36, 503/693, d1=0.408, d2=0.332 g=2.710 2/2 [==============================] - 0s 12ms/step >36, 504/693, d1=0.369, d2=0.407 g=3.595 2/2 [==============================] - 0s 14ms/step >36, 505/693, d1=0.500, d2=0.334 g=2.779 2/2 [==============================] - 0s 13ms/step >36, 506/693, d1=0.405, d2=0.420 g=3.008 2/2 [==============================] - 0s 13ms/step >36, 507/693, d1=0.378, d2=0.343 g=1.978 2/2 [==============================] - 0s 12ms/step >36, 508/693, d1=0.369, d2=0.375 g=2.601 2/2 [==============================] - 0s 14ms/step >36, 509/693, d1=0.291, d2=0.338 g=2.137 2/2 [==============================] - 0s 15ms/step >36, 510/693, d1=0.448, d2=0.295 g=3.205 2/2 [==============================] - 0s 15ms/step >36, 511/693, d1=0.405, d2=0.432 g=2.528 2/2 [==============================] - 0s 14ms/step >36, 512/693, d1=0.444, d2=0.278 g=2.903 2/2 [==============================] - 0s 10ms/step >36, 513/693, d1=0.357, d2=0.345 g=2.465 2/2 [==============================] - 0s 13ms/step >36, 514/693, d1=0.457, d2=0.358 g=2.529 2/2 [==============================] - 0s 14ms/step >36, 515/693, d1=0.471, d2=0.382 g=3.408 2/2 [==============================] - 0s 14ms/step >36, 516/693, d1=0.478, d2=0.454 g=3.451 2/2 [==============================] - 0s 12ms/step >36, 517/693, d1=0.424, d2=0.234 g=2.605 2/2 [==============================] - 0s 12ms/step >36, 518/693, d1=0.519, d2=0.335 g=3.103 2/2 [==============================] - 0s 14ms/step >36, 519/693, d1=0.370, d2=0.359 g=2.940 2/2 [==============================] - 0s 14ms/step >36, 520/693, d1=0.414, d2=0.351 g=2.601 2/2 [==============================] - 0s 11ms/step >36, 521/693, d1=0.344, d2=0.365 g=3.075 2/2 [==============================] - 0s 13ms/step >36, 522/693, d1=0.507, d2=0.383 g=3.316 2/2 [==============================] - 0s 15ms/step >36, 523/693, d1=0.415, d2=0.380 g=3.212 2/2 [==============================] - 0s 14ms/step >36, 524/693, d1=0.448, d2=0.302 g=2.349 2/2 [==============================] - 0s 13ms/step >36, 525/693, d1=0.425, d2=0.463 g=2.286 2/2 [==============================] - 0s 13ms/step >36, 526/693, d1=0.394, d2=0.460 g=2.485 2/2 [==============================] - 0s 13ms/step >36, 527/693, d1=0.551, d2=0.341 g=2.904 2/2 [==============================] - 0s 12ms/step >36, 528/693, d1=0.494, d2=0.428 g=2.320 2/2 [==============================] - 0s 14ms/step >36, 529/693, d1=0.268, d2=0.379 g=3.041 2/2 [==============================] - 0s 14ms/step >36, 530/693, d1=0.452, d2=0.408 g=3.676 2/2 [==============================] - 0s 12ms/step >36, 531/693, d1=0.487, d2=0.284 g=3.008 2/2 [==============================] - 0s 13ms/step >36, 532/693, d1=0.566, d2=0.394 g=2.676 2/2 [==============================] - 0s 13ms/step >36, 533/693, d1=0.497, d2=0.342 g=2.659 2/2 [==============================] - 0s 14ms/step >36, 534/693, d1=0.319, d2=0.368 g=2.678 2/2 [==============================] - 0s 13ms/step >36, 535/693, d1=0.366, d2=0.382 g=3.283 2/2 [==============================] - 0s 12ms/step >36, 536/693, d1=0.339, d2=0.286 g=2.577 2/2 [==============================] - 0s 12ms/step >36, 537/693, d1=0.432, d2=0.314 g=3.234 2/2 [==============================] - 0s 13ms/step >36, 538/693, d1=0.400, d2=0.497 g=2.672 2/2 [==============================] - 0s 12ms/step >36, 539/693, d1=0.337, d2=0.252 g=3.249 2/2 [==============================] - 0s 13ms/step >36, 540/693, d1=0.391, d2=0.368 g=2.398 2/2 [==============================] - 0s 14ms/step >36, 541/693, d1=0.611, d2=0.278 g=2.457 2/2 [==============================] - 0s 13ms/step >36, 542/693, d1=0.354, d2=0.371 g=2.713 2/2 [==============================] - 0s 11ms/step >36, 543/693, d1=0.601, d2=0.384 g=2.570 2/2 [==============================] - 0s 14ms/step >36, 544/693, d1=0.477, d2=0.412 g=3.140 2/2 [==============================] - 0s 13ms/step >36, 545/693, d1=0.372, d2=0.314 g=2.257 2/2 [==============================] - 0s 13ms/step >36, 546/693, d1=0.567, d2=0.449 g=2.930 2/2 [==============================] - 0s 12ms/step >36, 547/693, d1=0.354, d2=0.553 g=2.930 2/2 [==============================] - 0s 13ms/step >36, 548/693, d1=0.353, d2=0.238 g=2.792 2/2 [==============================] - 0s 12ms/step >36, 549/693, d1=0.342, d2=0.240 g=3.815 2/2 [==============================] - 0s 14ms/step >36, 550/693, d1=0.463, d2=0.267 g=2.808 2/2 [==============================] - 0s 13ms/step >36, 551/693, d1=0.305, d2=0.431 g=2.142 2/2 [==============================] - 0s 14ms/step >36, 552/693, d1=0.355, d2=0.439 g=2.567 2/2 [==============================] - 0s 14ms/step >36, 553/693, d1=0.494, d2=0.299 g=3.509 2/2 [==============================] - 0s 13ms/step >36, 554/693, d1=0.350, d2=0.381 g=2.638 2/2 [==============================] - 0s 13ms/step >36, 555/693, d1=0.524, d2=0.345 g=2.662 2/2 [==============================] - 0s 13ms/step >36, 556/693, d1=0.316, d2=0.252 g=3.427 2/2 [==============================] - 0s 14ms/step >36, 557/693, d1=0.393, d2=0.321 g=3.136 2/2 [==============================] - 0s 14ms/step >36, 558/693, d1=0.421, d2=0.380 g=2.417 2/2 [==============================] - 0s 13ms/step >36, 559/693, d1=0.305, d2=0.351 g=2.624 2/2 [==============================] - 0s 13ms/step >36, 560/693, d1=0.446, d2=0.287 g=3.127 2/2 [==============================] - 0s 15ms/step >36, 561/693, d1=0.461, d2=0.382 g=2.131 2/2 [==============================] - 0s 13ms/step >36, 562/693, d1=0.347, d2=0.399 g=2.044 2/2 [==============================] - 0s 15ms/step >36, 563/693, d1=0.453, d2=0.363 g=2.641 2/2 [==============================] - 0s 14ms/step >36, 564/693, d1=0.483, d2=0.286 g=2.829 2/2 [==============================] - 0s 14ms/step >36, 565/693, d1=0.505, d2=0.366 g=2.832 2/2 [==============================] - 0s 13ms/step >36, 566/693, d1=0.497, d2=0.369 g=2.165 2/2 [==============================] - 0s 14ms/step >36, 567/693, d1=0.365, d2=0.347 g=2.965 2/2 [==============================] - 0s 13ms/step >36, 568/693, d1=0.378, d2=0.362 g=3.094 2/2 [==============================] - 0s 13ms/step >36, 569/693, d1=0.421, d2=0.287 g=2.735 2/2 [==============================] - 0s 14ms/step >36, 570/693, d1=0.506, d2=0.334 g=2.421 2/2 [==============================] - 0s 14ms/step >36, 571/693, d1=0.422, d2=0.511 g=2.129 2/2 [==============================] - 0s 14ms/step >36, 572/693, d1=0.326, d2=0.425 g=2.623 2/2 [==============================] - 0s 13ms/step >36, 573/693, d1=0.322, d2=0.379 g=2.786 2/2 [==============================] - 0s 14ms/step >36, 574/693, d1=0.479, d2=0.308 g=2.324 2/2 [==============================] - 0s 14ms/step >36, 575/693, d1=0.568, d2=0.309 g=3.103 2/2 [==============================] - 0s 12ms/step >36, 576/693, d1=0.330, d2=0.346 g=1.997 2/2 [==============================] - 0s 13ms/step >36, 577/693, d1=0.514, d2=0.379 g=3.393 2/2 [==============================] - 0s 14ms/step >36, 578/693, d1=0.371, d2=0.419 g=2.663 2/2 [==============================] - 0s 14ms/step >36, 579/693, d1=0.443, d2=0.308 g=2.057 2/2 [==============================] - 0s 12ms/step >36, 580/693, d1=0.492, d2=0.267 g=2.434 2/2 [==============================] - 0s 12ms/step >36, 581/693, d1=0.287, d2=0.425 g=2.219 2/2 [==============================] - 0s 14ms/step >36, 582/693, d1=0.429, d2=0.266 g=2.879 2/2 [==============================] - 0s 12ms/step >36, 583/693, d1=0.314, d2=0.366 g=2.583 2/2 [==============================] - 0s 14ms/step >36, 584/693, d1=0.508, d2=0.430 g=2.495 2/2 [==============================] - 0s 13ms/step >36, 585/693, d1=0.558, d2=0.351 g=2.741 2/2 [==============================] - 0s 12ms/step >36, 586/693, d1=0.414, d2=0.288 g=2.613 2/2 [==============================] - 0s 15ms/step >36, 587/693, d1=0.403, d2=0.495 g=2.490 2/2 [==============================] - 0s 14ms/step >36, 588/693, d1=0.512, d2=0.298 g=2.143 2/2 [==============================] - 0s 13ms/step >36, 589/693, d1=0.341, d2=0.393 g=2.713 2/2 [==============================] - 0s 12ms/step >36, 590/693, d1=0.408, d2=0.462 g=2.668 2/2 [==============================] - 0s 12ms/step >36, 591/693, d1=0.478, d2=0.234 g=2.854 2/2 [==============================] - 0s 12ms/step >36, 592/693, d1=0.561, d2=0.439 g=2.701 2/2 [==============================] - 0s 16ms/step >36, 593/693, d1=0.419, d2=0.482 g=2.516 2/2 [==============================] - 0s 13ms/step >36, 594/693, d1=0.317, d2=0.230 g=2.998 2/2 [==============================] - 0s 14ms/step >36, 595/693, d1=0.534, d2=0.330 g=2.507 2/2 [==============================] - 0s 13ms/step >36, 596/693, d1=0.384, d2=0.472 g=2.432 2/2 [==============================] - 0s 13ms/step >36, 597/693, d1=0.370, d2=0.286 g=2.777 2/2 [==============================] - 0s 14ms/step >36, 598/693, d1=0.427, d2=0.342 g=2.475 2/2 [==============================] - 0s 12ms/step >36, 599/693, d1=0.372, d2=0.287 g=2.446 2/2 [==============================] - 0s 13ms/step >36, 600/693, d1=0.399, d2=0.363 g=2.570 2/2 [==============================] - 0s 11ms/step >36, 601/693, d1=0.429, d2=0.419 g=2.790 2/2 [==============================] - 0s 15ms/step >36, 602/693, d1=0.431, d2=0.324 g=2.143 2/2 [==============================] - 0s 16ms/step >36, 603/693, d1=0.352, d2=0.378 g=1.911 2/2 [==============================] - 0s 13ms/step >36, 604/693, d1=0.427, d2=0.325 g=2.416 2/2 [==============================] - 0s 13ms/step >36, 605/693, d1=0.338, d2=0.309 g=3.077 2/2 [==============================] - 0s 15ms/step >36, 606/693, d1=0.326, d2=0.243 g=3.241 2/2 [==============================] - 0s 13ms/step >36, 607/693, d1=0.440, d2=0.315 g=2.408 2/2 [==============================] - 0s 14ms/step >36, 608/693, d1=0.305, d2=0.278 g=2.511 2/2 [==============================] - 0s 13ms/step >36, 609/693, d1=0.489, d2=0.539 g=2.162 2/2 [==============================] - 0s 14ms/step >36, 610/693, d1=0.374, d2=0.271 g=3.440 2/2 [==============================] - 0s 12ms/step >36, 611/693, d1=0.337, d2=0.266 g=3.005 2/2 [==============================] - 0s 12ms/step >36, 612/693, d1=0.322, d2=0.321 g=2.545 2/2 [==============================] - 0s 13ms/step >36, 613/693, d1=0.388, d2=0.300 g=2.116 2/2 [==============================] - 0s 12ms/step >36, 614/693, d1=0.484, d2=0.396 g=2.467 2/2 [==============================] - 0s 12ms/step >36, 615/693, d1=0.507, d2=0.357 g=2.489 2/2 [==============================] - 0s 12ms/step >36, 616/693, d1=0.485, d2=0.327 g=2.638 2/2 [==============================] - 0s 13ms/step >36, 617/693, d1=0.453, d2=0.385 g=2.741 2/2 [==============================] - 0s 13ms/step >36, 618/693, d1=0.401, d2=0.394 g=2.366 2/2 [==============================] - 0s 13ms/step >36, 619/693, d1=0.315, d2=0.335 g=2.635 2/2 [==============================] - 0s 14ms/step >36, 620/693, d1=0.609, d2=0.354 g=3.471 2/2 [==============================] - 0s 15ms/step >36, 621/693, d1=0.412, d2=0.390 g=3.129 2/2 [==============================] - 0s 12ms/step >36, 622/693, d1=0.397, d2=0.398 g=2.544 2/2 [==============================] - 0s 12ms/step >36, 623/693, d1=0.459, d2=0.357 g=2.865 2/2 [==============================] - 0s 14ms/step >36, 624/693, d1=0.438, d2=0.320 g=2.938 2/2 [==============================] - 0s 13ms/step >36, 625/693, d1=0.377, d2=0.421 g=2.642 2/2 [==============================] - 0s 13ms/step >36, 626/693, d1=0.362, d2=0.367 g=2.625 2/2 [==============================] - 0s 13ms/step >36, 627/693, d1=0.293, d2=0.338 g=3.206 2/2 [==============================] - 0s 12ms/step >36, 628/693, d1=0.444, d2=0.274 g=2.614 2/2 [==============================] - 0s 12ms/step >36, 629/693, d1=0.457, d2=0.355 g=2.383 2/2 [==============================] - 0s 14ms/step >36, 630/693, d1=0.316, d2=0.445 g=3.206 2/2 [==============================] - 0s 13ms/step >36, 631/693, d1=0.386, d2=0.337 g=3.023 2/2 [==============================] - 0s 10ms/step >36, 632/693, d1=0.459, d2=0.352 g=2.604 2/2 [==============================] - 0s 15ms/step >36, 633/693, d1=0.451, d2=0.364 g=2.892 2/2 [==============================] - 0s 16ms/step >36, 634/693, d1=0.391, d2=0.309 g=2.911 2/2 [==============================] - 0s 12ms/step >36, 635/693, d1=0.531, d2=0.334 g=2.198 2/2 [==============================] - 0s 14ms/step >36, 636/693, d1=0.260, d2=0.551 g=3.286 2/2 [==============================] - 0s 12ms/step >36, 637/693, d1=0.546, d2=0.441 g=2.697 2/2 [==============================] - 0s 13ms/step >36, 638/693, d1=0.543, d2=0.366 g=3.360 2/2 [==============================] - 0s 13ms/step >36, 639/693, d1=0.486, d2=0.476 g=2.341 2/2 [==============================] - 0s 12ms/step >36, 640/693, d1=0.531, d2=0.334 g=2.667 2/2 [==============================] - 0s 13ms/step >36, 641/693, d1=0.431, d2=0.411 g=2.844 2/2 [==============================] - 0s 11ms/step >36, 642/693, d1=0.612, d2=0.391 g=2.441 2/2 [==============================] - 0s 13ms/step >36, 643/693, d1=0.389, d2=0.392 g=2.184 2/2 [==============================] - 0s 13ms/step >36, 644/693, d1=0.510, d2=0.404 g=2.835 2/2 [==============================] - 0s 14ms/step >36, 645/693, d1=0.332, d2=0.471 g=2.915 2/2 [==============================] - 0s 16ms/step >36, 646/693, d1=0.400, d2=0.316 g=3.003 2/2 [==============================] - 0s 12ms/step >36, 647/693, d1=0.333, d2=0.352 g=3.298 2/2 [==============================] - 0s 14ms/step >36, 648/693, d1=0.421, d2=0.267 g=3.382 2/2 [==============================] - 0s 12ms/step >36, 649/693, d1=0.399, d2=0.271 g=2.413 2/2 [==============================] - 0s 13ms/step >36, 650/693, d1=0.319, d2=0.416 g=3.766 2/2 [==============================] - 0s 14ms/step >36, 651/693, d1=0.306, d2=0.332 g=3.618 2/2 [==============================] - 0s 13ms/step >36, 652/693, d1=0.448, d2=0.501 g=3.153 2/2 [==============================] - 0s 13ms/step >36, 653/693, d1=0.543, d2=0.331 g=3.036 2/2 [==============================] - 0s 15ms/step >36, 654/693, d1=0.340, d2=0.325 g=2.652 2/2 [==============================] - 0s 11ms/step >36, 655/693, d1=0.418, d2=0.420 g=3.451 2/2 [==============================] - 0s 13ms/step >36, 656/693, d1=0.440, d2=0.358 g=2.576 2/2 [==============================] - 0s 13ms/step >36, 657/693, d1=0.474, d2=0.318 g=2.595 2/2 [==============================] - 0s 13ms/step >36, 658/693, d1=0.395, d2=0.313 g=3.854 2/2 [==============================] - 0s 13ms/step >36, 659/693, d1=0.260, d2=0.355 g=2.753 2/2 [==============================] - 0s 12ms/step >36, 660/693, d1=0.407, d2=0.360 g=3.212 2/2 [==============================] - 0s 13ms/step >36, 661/693, d1=0.470, d2=0.350 g=2.526 2/2 [==============================] - 0s 14ms/step >36, 662/693, d1=0.434, d2=0.476 g=2.640 2/2 [==============================] - 0s 14ms/step >36, 663/693, d1=0.450, d2=0.336 g=3.260 2/2 [==============================] - 0s 13ms/step >36, 664/693, d1=0.403, d2=0.456 g=4.172 2/2 [==============================] - 0s 12ms/step >36, 665/693, d1=0.519, d2=0.287 g=2.167 2/2 [==============================] - 0s 13ms/step >36, 666/693, d1=0.405, d2=0.524 g=1.784 2/2 [==============================] - 0s 12ms/step >36, 667/693, d1=0.323, d2=0.288 g=3.563 2/2 [==============================] - 0s 17ms/step >36, 668/693, d1=0.368, d2=0.358 g=2.659 2/2 [==============================] - 0s 13ms/step >36, 669/693, d1=0.512, d2=0.401 g=2.614 2/2 [==============================] - 0s 13ms/step >36, 670/693, d1=0.371, d2=0.313 g=2.358 2/2 [==============================] - 0s 13ms/step >36, 671/693, d1=0.466, d2=0.366 g=3.478 2/2 [==============================] - 0s 13ms/step >36, 672/693, d1=0.370, d2=0.374 g=2.222 2/2 [==============================] - 0s 14ms/step >36, 673/693, d1=0.426, d2=0.356 g=3.154 2/2 [==============================] - 0s 12ms/step >36, 674/693, d1=0.475, d2=0.271 g=2.304 2/2 [==============================] - 0s 15ms/step >36, 675/693, d1=0.267, d2=0.374 g=1.983 2/2 [==============================] - 0s 13ms/step >36, 676/693, d1=0.506, d2=0.380 g=2.742 2/2 [==============================] - 0s 14ms/step >36, 677/693, d1=0.424, d2=0.361 g=2.704 2/2 [==============================] - 0s 12ms/step >36, 678/693, d1=0.412, d2=0.454 g=2.684 2/2 [==============================] - 0s 14ms/step >36, 679/693, d1=0.434, d2=0.264 g=2.575 2/2 [==============================] - 0s 14ms/step >36, 680/693, d1=0.371, d2=0.327 g=2.838 2/2 [==============================] - 0s 14ms/step >36, 681/693, d1=0.269, d2=0.367 g=3.147 2/2 [==============================] - 0s 13ms/step >36, 682/693, d1=0.435, d2=0.329 g=2.758 2/2 [==============================] - 0s 11ms/step >36, 683/693, d1=0.441, d2=0.365 g=2.766 2/2 [==============================] - 0s 12ms/step >36, 684/693, d1=0.511, d2=0.353 g=3.312 2/2 [==============================] - 0s 13ms/step >36, 685/693, d1=0.393, d2=0.344 g=2.374 2/2 [==============================] - 0s 14ms/step >36, 686/693, d1=0.392, d2=0.414 g=2.139 2/2 [==============================] - 0s 14ms/step >36, 687/693, d1=0.279, d2=0.337 g=2.507 2/2 [==============================] - 0s 14ms/step >36, 688/693, d1=0.406, d2=0.453 g=2.699 2/2 [==============================] - 0s 12ms/step >36, 689/693, d1=0.562, d2=0.383 g=2.616 2/2 [==============================] - 0s 14ms/step >36, 690/693, d1=0.444, d2=0.491 g=3.125 2/2 [==============================] - 0s 16ms/step >36, 691/693, d1=0.453, d2=0.359 g=3.477 2/2 [==============================] - 0s 15ms/step >36, 692/693, d1=0.405, d2=0.394 g=3.033 2/2 [==============================] - 0s 14ms/step >36, 693/693, d1=0.519, d2=0.292 g=2.293 2/2 [==============================] - 0s 12ms/step >37, 1/693, d1=0.202, d2=0.475 g=3.105 2/2 [==============================] - 0s 15ms/step >37, 2/693, d1=0.536, d2=0.302 g=3.034 2/2 [==============================] - 0s 13ms/step >37, 3/693, d1=0.520, d2=0.354 g=2.540 2/2 [==============================] - 0s 12ms/step >37, 4/693, d1=0.330, d2=0.319 g=3.237 2/2 [==============================] - 0s 12ms/step >37, 5/693, d1=0.352, d2=0.285 g=2.722 2/2 [==============================] - 0s 15ms/step >37, 6/693, d1=0.406, d2=0.411 g=2.544 2/2 [==============================] - 0s 17ms/step >37, 7/693, d1=0.394, d2=0.357 g=2.126 2/2 [==============================] - 0s 13ms/step >37, 8/693, d1=0.472, d2=0.341 g=2.883 2/2 [==============================] - 0s 12ms/step >37, 9/693, d1=0.588, d2=0.361 g=3.771 2/2 [==============================] - 0s 13ms/step >37, 10/693, d1=0.320, d2=0.357 g=3.078 2/2 [==============================] - 0s 14ms/step >37, 11/693, d1=0.541, d2=0.344 g=2.978 2/2 [==============================] - 0s 13ms/step >37, 12/693, d1=0.336, d2=0.330 g=3.131 2/2 [==============================] - 0s 13ms/step >37, 13/693, d1=0.556, d2=0.317 g=2.219 2/2 [==============================] - 0s 12ms/step >37, 14/693, d1=0.340, d2=0.340 g=2.833 2/2 [==============================] - 0s 14ms/step >37, 15/693, d1=0.306, d2=0.256 g=2.156 2/2 [==============================] - 0s 13ms/step >37, 16/693, d1=0.442, d2=0.436 g=2.926 2/2 [==============================] - 0s 15ms/step >37, 17/693, d1=0.355, d2=0.404 g=1.898 2/2 [==============================] - 0s 13ms/step >37, 18/693, d1=0.403, d2=0.509 g=3.066 2/2 [==============================] - 0s 13ms/step >37, 19/693, d1=0.644, d2=0.340 g=2.465 2/2 [==============================] - 0s 13ms/step >37, 20/693, d1=0.369, d2=0.339 g=2.911 2/2 [==============================] - 0s 13ms/step >37, 21/693, d1=0.435, d2=0.397 g=3.072 2/2 [==============================] - 0s 16ms/step >37, 22/693, d1=0.475, d2=0.412 g=3.382 2/2 [==============================] - 0s 12ms/step >37, 23/693, d1=0.561, d2=0.345 g=2.901 2/2 [==============================] - 0s 13ms/step >37, 24/693, d1=0.597, d2=0.429 g=2.458 2/2 [==============================] - 0s 14ms/step >37, 25/693, d1=0.278, d2=0.409 g=2.665 2/2 [==============================] - 0s 12ms/step >37, 26/693, d1=0.395, d2=0.362 g=2.620 2/2 [==============================] - 0s 13ms/step >37, 27/693, d1=0.508, d2=0.383 g=2.954 2/2 [==============================] - 0s 12ms/step >37, 28/693, d1=0.388, d2=0.348 g=2.749 2/2 [==============================] - 0s 12ms/step >37, 29/693, d1=0.492, d2=0.341 g=3.052 2/2 [==============================] - 0s 13ms/step >37, 30/693, d1=0.351, d2=0.450 g=2.720 2/2 [==============================] - 0s 16ms/step >37, 31/693, d1=0.346, d2=0.326 g=2.745 2/2 [==============================] - 0s 13ms/step >37, 32/693, d1=0.488, d2=0.289 g=2.083 2/2 [==============================] - 0s 12ms/step >37, 33/693, d1=0.420, d2=0.379 g=2.837 2/2 [==============================] - 0s 14ms/step >37, 34/693, d1=0.282, d2=0.314 g=2.846 2/2 [==============================] - 0s 13ms/step >37, 35/693, d1=0.373, d2=0.400 g=2.784 2/2 [==============================] - 0s 13ms/step >37, 36/693, d1=0.595, d2=0.250 g=2.726 2/2 [==============================] - 0s 14ms/step >37, 37/693, d1=0.389, d2=0.310 g=2.175 2/2 [==============================] - 0s 13ms/step >37, 38/693, d1=0.368, d2=0.363 g=2.472 2/2 [==============================] - 0s 13ms/step >37, 39/693, d1=0.378, d2=0.358 g=3.490 2/2 [==============================] - 0s 16ms/step >37, 40/693, d1=0.368, d2=0.387 g=2.595 2/2 [==============================] - 0s 12ms/step >37, 41/693, d1=0.491, d2=0.331 g=3.358 2/2 [==============================] - 0s 11ms/step >37, 42/693, d1=0.343, d2=0.355 g=3.091 2/2 [==============================] - 0s 14ms/step >37, 43/693, d1=0.573, d2=0.278 g=4.334 2/2 [==============================] - 0s 15ms/step >37, 44/693, d1=0.433, d2=0.308 g=2.397 2/2 [==============================] - 0s 13ms/step >37, 45/693, d1=0.337, d2=0.297 g=3.550 2/2 [==============================] - 0s 14ms/step >37, 46/693, d1=0.252, d2=0.310 g=3.064 2/2 [==============================] - 0s 12ms/step >37, 47/693, d1=0.399, d2=0.408 g=3.065 2/2 [==============================] - 0s 14ms/step >37, 48/693, d1=0.460, d2=0.372 g=2.917 2/2 [==============================] - 0s 12ms/step >37, 49/693, d1=0.418, d2=0.378 g=3.003 2/2 [==============================] - 0s 13ms/step >37, 50/693, d1=0.272, d2=0.357 g=2.854 2/2 [==============================] - 0s 13ms/step >37, 51/693, d1=0.380, d2=0.328 g=3.210 2/2 [==============================] - 0s 13ms/step >37, 52/693, d1=0.457, d2=0.360 g=3.446 2/2 [==============================] - 0s 13ms/step >37, 53/693, d1=0.366, d2=0.298 g=2.693 2/2 [==============================] - 0s 15ms/step >37, 54/693, d1=0.318, d2=0.363 g=3.513 2/2 [==============================] - 0s 13ms/step >37, 55/693, d1=0.456, d2=0.350 g=3.184 2/2 [==============================] - 0s 13ms/step >37, 56/693, d1=0.416, d2=0.424 g=2.758 2/2 [==============================] - 0s 14ms/step >37, 57/693, d1=0.255, d2=0.249 g=2.963 2/2 [==============================] - 0s 14ms/step >37, 58/693, d1=0.378, d2=0.413 g=3.741 2/2 [==============================] - 0s 14ms/step >37, 59/693, d1=0.525, d2=0.320 g=3.763 2/2 [==============================] - 0s 17ms/step >37, 60/693, d1=0.481, d2=0.409 g=3.202 2/2 [==============================] - 0s 13ms/step >37, 61/693, d1=0.398, d2=0.448 g=3.393 2/2 [==============================] - 0s 12ms/step >37, 62/693, d1=0.447, d2=0.355 g=3.306 2/2 [==============================] - 0s 14ms/step >37, 63/693, d1=0.524, d2=0.282 g=2.558 2/2 [==============================] - 0s 12ms/step >37, 64/693, d1=0.200, d2=0.341 g=3.157 2/2 [==============================] - 0s 12ms/step >37, 65/693, d1=0.368, d2=0.438 g=3.371 2/2 [==============================] - 0s 13ms/step >37, 66/693, d1=0.440, d2=0.402 g=3.377 2/2 [==============================] - 0s 13ms/step >37, 67/693, d1=0.497, d2=0.247 g=2.477 2/2 [==============================] - 0s 13ms/step >37, 68/693, d1=0.392, d2=0.431 g=3.169 2/2 [==============================] - 0s 13ms/step >37, 69/693, d1=0.296, d2=0.298 g=3.661 2/2 [==============================] - 0s 13ms/step >37, 70/693, d1=0.450, d2=0.367 g=3.465 2/2 [==============================] - 0s 14ms/step >37, 71/693, d1=0.460, d2=0.373 g=3.329 2/2 [==============================] - 0s 12ms/step >37, 72/693, d1=0.478, d2=0.359 g=2.922 2/2 [==============================] - 0s 13ms/step >37, 73/693, d1=0.421, d2=0.300 g=2.806 2/2 [==============================] - 0s 14ms/step >37, 74/693, d1=0.337, d2=0.391 g=2.930 2/2 [==============================] - 0s 13ms/step >37, 75/693, d1=0.404, d2=0.359 g=2.795 2/2 [==============================] - 0s 12ms/step >37, 76/693, d1=0.364, d2=0.304 g=3.502 2/2 [==============================] - 0s 15ms/step >37, 77/693, d1=0.397, d2=0.353 g=2.774 2/2 [==============================] - 0s 12ms/step >37, 78/693, d1=0.298, d2=0.315 g=2.545 2/2 [==============================] - 0s 15ms/step >37, 79/693, d1=0.457, d2=0.424 g=3.068 2/2 [==============================] - 0s 14ms/step >37, 80/693, d1=0.314, d2=0.338 g=3.117 2/2 [==============================] - 0s 13ms/step >37, 81/693, d1=0.380, d2=0.341 g=2.682 2/2 [==============================] - 0s 14ms/step >37, 82/693, d1=0.395, d2=0.346 g=2.520 2/2 [==============================] - 0s 13ms/step >37, 83/693, d1=0.467, d2=0.313 g=2.911 2/2 [==============================] - 0s 14ms/step >37, 84/693, d1=0.458, d2=0.351 g=2.982 2/2 [==============================] - 0s 14ms/step >37, 85/693, d1=0.319, d2=0.458 g=2.686 2/2 [==============================] - 0s 14ms/step >37, 86/693, d1=0.321, d2=0.296 g=2.545 2/2 [==============================] - 0s 14ms/step >37, 87/693, d1=0.511, d2=0.374 g=2.979 2/2 [==============================] - 0s 14ms/step >37, 88/693, d1=0.387, d2=0.359 g=2.958 2/2 [==============================] - 0s 14ms/step >37, 89/693, d1=0.377, d2=0.361 g=3.275 2/2 [==============================] - 0s 13ms/step >37, 90/693, d1=0.346, d2=0.298 g=3.454 2/2 [==============================] - 0s 13ms/step >37, 91/693, d1=0.447, d2=0.323 g=3.545 2/2 [==============================] - 0s 12ms/step >37, 92/693, d1=0.480, d2=0.396 g=2.546 2/2 [==============================] - 0s 12ms/step >37, 93/693, d1=0.399, d2=0.384 g=2.280 2/2 [==============================] - 0s 13ms/step >37, 94/693, d1=0.455, d2=0.328 g=2.722 2/2 [==============================] - 0s 12ms/step >37, 95/693, d1=0.401, d2=0.255 g=2.976 2/2 [==============================] - 0s 14ms/step >37, 96/693, d1=0.492, d2=0.499 g=2.986 2/2 [==============================] - 0s 12ms/step >37, 97/693, d1=0.484, d2=0.431 g=3.392 2/2 [==============================] - 0s 12ms/step >37, 98/693, d1=0.289, d2=0.522 g=3.107 2/2 [==============================] - 0s 12ms/step >37, 99/693, d1=0.453, d2=0.270 g=3.056 2/2 [==============================] - 0s 12ms/step >37, 100/693, d1=0.338, d2=0.282 g=2.873 2/2 [==============================] - 0s 14ms/step >37, 101/693, d1=0.475, d2=0.267 g=2.909 2/2 [==============================] - 0s 12ms/step >37, 102/693, d1=0.449, d2=0.365 g=2.944 2/2 [==============================] - 0s 13ms/step >37, 103/693, d1=0.389, d2=0.379 g=2.907 2/2 [==============================] - 0s 13ms/step >37, 104/693, d1=0.399, d2=0.313 g=1.969 2/2 [==============================] - 0s 14ms/step >37, 105/693, d1=0.555, d2=0.322 g=2.427 2/2 [==============================] - 0s 15ms/step >37, 106/693, d1=0.411, d2=0.331 g=3.090 2/2 [==============================] - 0s 14ms/step >37, 107/693, d1=0.371, d2=0.383 g=4.009 2/2 [==============================] - 0s 14ms/step >37, 108/693, d1=0.394, d2=0.319 g=2.562 2/2 [==============================] - 0s 14ms/step >37, 109/693, d1=0.433, d2=0.419 g=2.445 2/2 [==============================] - 0s 14ms/step >37, 110/693, d1=0.228, d2=0.304 g=2.403 2/2 [==============================] - 0s 15ms/step >37, 111/693, d1=0.365, d2=0.369 g=2.780 2/2 [==============================] - 0s 12ms/step >37, 112/693, d1=0.545, d2=0.268 g=2.907 2/2 [==============================] - 0s 11ms/step >37, 113/693, d1=0.536, d2=0.359 g=2.009 2/2 [==============================] - 0s 13ms/step >37, 114/693, d1=0.506, d2=0.347 g=2.147 2/2 [==============================] - 0s 14ms/step >37, 115/693, d1=0.448, d2=0.493 g=2.741 2/2 [==============================] - 0s 14ms/step >37, 116/693, d1=0.433, d2=0.416 g=2.606 2/2 [==============================] - 0s 16ms/step >37, 117/693, d1=0.435, d2=0.272 g=2.527 2/2 [==============================] - 0s 15ms/step >37, 118/693, d1=0.438, d2=0.339 g=2.596 2/2 [==============================] - 0s 12ms/step >37, 119/693, d1=0.457, d2=0.388 g=2.226 2/2 [==============================] - 0s 13ms/step >37, 120/693, d1=0.394, d2=0.337 g=2.486 2/2 [==============================] - 0s 14ms/step >37, 121/693, d1=0.499, d2=0.368 g=2.811 2/2 [==============================] - 0s 14ms/step >37, 122/693, d1=0.376, d2=0.313 g=2.390 2/2 [==============================] - 0s 12ms/step >37, 123/693, d1=0.504, d2=0.336 g=2.801 2/2 [==============================] - 0s 13ms/step >37, 124/693, d1=0.442, d2=0.491 g=3.069 2/2 [==============================] - 0s 13ms/step >37, 125/693, d1=0.341, d2=0.320 g=2.929 2/2 [==============================] - 0s 12ms/step >37, 126/693, d1=0.442, d2=0.228 g=2.878 2/2 [==============================] - 0s 13ms/step >37, 127/693, d1=0.338, d2=0.357 g=2.781 2/2 [==============================] - 0s 14ms/step >37, 128/693, d1=0.356, d2=0.327 g=2.462 2/2 [==============================] - 0s 14ms/step >37, 129/693, d1=0.350, d2=0.304 g=2.270 2/2 [==============================] - 0s 16ms/step >37, 130/693, d1=0.226, d2=0.278 g=2.793 2/2 [==============================] - 0s 17ms/step >37, 131/693, d1=0.557, d2=0.343 g=2.638 2/2 [==============================] - 0s 14ms/step >37, 132/693, d1=0.391, d2=0.462 g=2.369 2/2 [==============================] - 0s 13ms/step >37, 133/693, d1=0.433, d2=0.457 g=2.420 2/2 [==============================] - 0s 13ms/step >37, 134/693, d1=0.258, d2=0.266 g=2.827 2/2 [==============================] - 0s 11ms/step >37, 135/693, d1=0.482, d2=0.285 g=2.522 2/2 [==============================] - 0s 13ms/step >37, 136/693, d1=0.377, d2=0.360 g=3.247 2/2 [==============================] - 0s 14ms/step >37, 137/693, d1=0.392, d2=0.463 g=3.135 2/2 [==============================] - 0s 12ms/step >37, 138/693, d1=0.459, d2=0.326 g=2.709 2/2 [==============================] - 0s 12ms/step >37, 139/693, d1=0.513, d2=0.320 g=2.989 2/2 [==============================] - 0s 16ms/step >37, 140/693, d1=0.336, d2=0.421 g=2.245 2/2 [==============================] - 0s 15ms/step >37, 141/693, d1=0.482, d2=0.315 g=2.329 2/2 [==============================] - 0s 13ms/step >37, 142/693, d1=0.567, d2=0.436 g=3.489 2/2 [==============================] - 0s 13ms/step >37, 143/693, d1=0.334, d2=0.274 g=3.056 2/2 [==============================] - 0s 12ms/step >37, 144/693, d1=0.352, d2=0.296 g=2.919 2/2 [==============================] - 0s 15ms/step >37, 145/693, d1=0.614, d2=0.269 g=3.174 2/2 [==============================] - 0s 14ms/step >37, 146/693, d1=0.462, d2=0.479 g=3.067 2/2 [==============================] - 0s 13ms/step >37, 147/693, d1=0.401, d2=0.345 g=2.833 2/2 [==============================] - 0s 13ms/step >37, 148/693, d1=0.468, d2=0.416 g=2.825 2/2 [==============================] - 0s 13ms/step >37, 149/693, d1=0.431, d2=0.256 g=2.392 2/2 [==============================] - 0s 12ms/step >37, 150/693, d1=0.427, d2=0.367 g=2.665 2/2 [==============================] - 0s 11ms/step >37, 151/693, d1=0.420, d2=0.271 g=2.345 2/2 [==============================] - 0s 14ms/step >37, 152/693, d1=0.334, d2=0.643 g=2.462 2/2 [==============================] - 0s 14ms/step >37, 153/693, d1=0.568, d2=0.253 g=3.183 2/2 [==============================] - 0s 14ms/step >37, 154/693, d1=0.563, d2=0.299 g=2.697 2/2 [==============================] - 0s 11ms/step >37, 155/693, d1=0.392, d2=0.396 g=3.297 2/2 [==============================] - 0s 16ms/step >37, 156/693, d1=0.391, d2=0.469 g=3.671 2/2 [==============================] - 0s 13ms/step >37, 157/693, d1=0.627, d2=0.356 g=3.032 2/2 [==============================] - 0s 14ms/step >37, 158/693, d1=0.418, d2=0.368 g=3.541 2/2 [==============================] - 0s 14ms/step >37, 159/693, d1=0.544, d2=0.361 g=2.726 2/2 [==============================] - 0s 13ms/step >37, 160/693, d1=0.475, d2=0.421 g=2.633 2/2 [==============================] - 0s 13ms/step >37, 161/693, d1=0.364, d2=0.397 g=2.208 2/2 [==============================] - 0s 13ms/step >37, 162/693, d1=0.571, d2=0.440 g=3.528 2/2 [==============================] - 0s 12ms/step >37, 163/693, d1=0.386, d2=0.356 g=3.202 2/2 [==============================] - 0s 14ms/step >37, 164/693, d1=0.318, d2=0.389 g=2.697 2/2 [==============================] - 0s 13ms/step >37, 165/693, d1=0.506, d2=0.222 g=2.697 2/2 [==============================] - 0s 13ms/step >37, 166/693, d1=0.381, d2=0.346 g=2.617 2/2 [==============================] - 0s 12ms/step >37, 167/693, d1=0.401, d2=0.297 g=2.011 2/2 [==============================] - 0s 12ms/step >37, 168/693, d1=0.382, d2=0.480 g=2.273 2/2 [==============================] - 0s 11ms/step >37, 169/693, d1=0.447, d2=0.460 g=2.846 2/2 [==============================] - 0s 13ms/step >37, 170/693, d1=0.469, d2=0.374 g=2.675 2/2 [==============================] - 0s 13ms/step >37, 171/693, d1=0.293, d2=0.300 g=3.024 2/2 [==============================] - 0s 14ms/step >37, 172/693, d1=0.491, d2=0.427 g=2.873 2/2 [==============================] - 0s 14ms/step >37, 173/693, d1=0.521, d2=0.326 g=2.845 2/2 [==============================] - 0s 13ms/step >37, 174/693, d1=0.381, d2=0.369 g=2.293 2/2 [==============================] - 0s 16ms/step >37, 175/693, d1=0.423, d2=0.378 g=2.644 2/2 [==============================] - 0s 13ms/step >37, 176/693, d1=0.364, d2=0.265 g=3.284 2/2 [==============================] - 0s 13ms/step >37, 177/693, d1=0.362, d2=0.314 g=3.131 2/2 [==============================] - 0s 12ms/step >37, 178/693, d1=0.565, d2=0.501 g=2.565 2/2 [==============================] - 0s 12ms/step >37, 179/693, d1=0.487, d2=0.297 g=2.367 2/2 [==============================] - 0s 13ms/step >37, 180/693, d1=0.385, d2=0.354 g=2.320 2/2 [==============================] - 0s 13ms/step >37, 181/693, d1=0.289, d2=0.377 g=2.731 2/2 [==============================] - 0s 13ms/step >37, 182/693, d1=0.384, d2=0.310 g=3.018 2/2 [==============================] - 0s 14ms/step >37, 183/693, d1=0.557, d2=0.327 g=2.094 2/2 [==============================] - 0s 13ms/step >37, 184/693, d1=0.273, d2=0.393 g=2.739 2/2 [==============================] - 0s 14ms/step >37, 185/693, d1=0.354, d2=0.288 g=2.993 2/2 [==============================] - 0s 13ms/step >37, 186/693, d1=0.479, d2=0.361 g=2.854 2/2 [==============================] - 0s 15ms/step >37, 187/693, d1=0.457, d2=0.329 g=2.910 2/2 [==============================] - 0s 13ms/step >37, 188/693, d1=0.405, d2=0.361 g=2.918 2/2 [==============================] - 0s 14ms/step >37, 189/693, d1=0.321, d2=0.244 g=2.427 2/2 [==============================] - 0s 14ms/step >37, 190/693, d1=0.439, d2=0.316 g=2.383 2/2 [==============================] - 0s 12ms/step >37, 191/693, d1=0.436, d2=0.319 g=2.706 2/2 [==============================] - 0s 13ms/step >37, 192/693, d1=0.437, d2=0.331 g=2.568 2/2 [==============================] - 0s 13ms/step >37, 193/693, d1=0.324, d2=0.425 g=2.909 2/2 [==============================] - 0s 13ms/step >37, 194/693, d1=0.385, d2=0.408 g=2.291 2/2 [==============================] - 0s 14ms/step >37, 195/693, d1=0.301, d2=0.296 g=2.587 2/2 [==============================] - 0s 13ms/step >37, 196/693, d1=0.374, d2=0.293 g=2.211 2/2 [==============================] - 0s 13ms/step >37, 197/693, d1=0.366, d2=0.289 g=2.465 2/2 [==============================] - 0s 13ms/step >37, 198/693, d1=0.523, d2=0.294 g=2.396 2/2 [==============================] - 0s 12ms/step >37, 199/693, d1=0.260, d2=0.405 g=2.915 2/2 [==============================] - 0s 13ms/step >37, 200/693, d1=0.293, d2=0.388 g=2.781 2/2 [==============================] - 0s 13ms/step >37, 201/693, d1=0.484, d2=0.297 g=2.837 2/2 [==============================] - 0s 13ms/step >37, 202/693, d1=0.474, d2=0.227 g=4.090 2/2 [==============================] - 0s 13ms/step >37, 203/693, d1=0.408, d2=0.348 g=2.579 2/2 [==============================] - 0s 13ms/step >37, 204/693, d1=0.358, d2=0.448 g=2.912 2/2 [==============================] - 0s 14ms/step >37, 205/693, d1=0.324, d2=0.296 g=2.400 2/2 [==============================] - 0s 14ms/step >37, 206/693, d1=0.410, d2=0.442 g=3.211 2/2 [==============================] - 0s 12ms/step >37, 207/693, d1=0.354, d2=0.273 g=2.633 2/2 [==============================] - 0s 12ms/step >37, 208/693, d1=0.428, d2=0.254 g=2.864 2/2 [==============================] - 0s 12ms/step >37, 209/693, d1=0.385, d2=0.393 g=2.425 2/2 [==============================] - 0s 13ms/step >37, 210/693, d1=0.244, d2=0.294 g=2.784 2/2 [==============================] - 0s 14ms/step >37, 211/693, d1=0.464, d2=0.279 g=2.950 2/2 [==============================] - 0s 13ms/step >37, 212/693, d1=0.410, d2=0.354 g=2.529 2/2 [==============================] - 0s 13ms/step >37, 213/693, d1=0.439, d2=0.339 g=3.239 2/2 [==============================] - 0s 13ms/step >37, 214/693, d1=0.420, d2=0.435 g=2.558 2/2 [==============================] - 0s 12ms/step >37, 215/693, d1=0.383, d2=0.365 g=2.640 2/2 [==============================] - 0s 15ms/step >37, 216/693, d1=0.442, d2=0.367 g=3.441 2/2 [==============================] - 0s 12ms/step >37, 217/693, d1=0.511, d2=0.307 g=3.165 2/2 [==============================] - 0s 13ms/step >37, 218/693, d1=0.297, d2=0.348 g=2.883 2/2 [==============================] - 0s 12ms/step >37, 219/693, d1=0.374, d2=0.294 g=3.032 2/2 [==============================] - 0s 15ms/step >37, 220/693, d1=0.419, d2=0.224 g=2.664 2/2 [==============================] - 0s 14ms/step >37, 221/693, d1=0.505, d2=0.313 g=2.669 2/2 [==============================] - 0s 12ms/step >37, 222/693, d1=0.502, d2=0.516 g=2.808 2/2 [==============================] - 0s 14ms/step >37, 223/693, d1=0.342, d2=0.392 g=3.081 2/2 [==============================] - 0s 12ms/step >37, 224/693, d1=0.432, d2=0.336 g=2.451 2/2 [==============================] - 0s 14ms/step >37, 225/693, d1=0.419, d2=0.376 g=2.530 2/2 [==============================] - 0s 14ms/step >37, 226/693, d1=0.680, d2=0.455 g=2.479 2/2 [==============================] - 0s 13ms/step >37, 227/693, d1=0.343, d2=0.457 g=2.851 2/2 [==============================] - 0s 12ms/step >37, 228/693, d1=0.342, d2=0.306 g=2.948 2/2 [==============================] - 0s 15ms/step >37, 229/693, d1=0.563, d2=0.264 g=3.707 2/2 [==============================] - 0s 15ms/step >37, 230/693, d1=0.282, d2=0.398 g=3.437 2/2 [==============================] - 0s 13ms/step >37, 231/693, d1=0.283, d2=0.316 g=3.414 2/2 [==============================] - 0s 13ms/step >37, 232/693, d1=0.583, d2=0.288 g=3.101 2/2 [==============================] - 0s 12ms/step >37, 233/693, d1=0.462, d2=0.358 g=2.666 2/2 [==============================] - 0s 12ms/step >37, 234/693, d1=0.353, d2=0.293 g=2.646 2/2 [==============================] - 0s 15ms/step >37, 235/693, d1=0.348, d2=0.313 g=2.839 2/2 [==============================] - 0s 13ms/step >37, 236/693, d1=0.426, d2=0.373 g=2.330 2/2 [==============================] - 0s 13ms/step >37, 237/693, d1=0.324, d2=0.275 g=3.051 2/2 [==============================] - 0s 14ms/step >37, 238/693, d1=0.241, d2=0.259 g=2.817 2/2 [==============================] - 0s 14ms/step >37, 239/693, d1=0.374, d2=0.376 g=2.627 2/2 [==============================] - 0s 14ms/step >37, 240/693, d1=0.406, d2=0.275 g=2.915 2/2 [==============================] - 0s 14ms/step >37, 241/693, d1=0.217, d2=0.326 g=3.085 2/2 [==============================] - 0s 12ms/step >37, 242/693, d1=0.570, d2=0.299 g=2.820 2/2 [==============================] - 0s 12ms/step >37, 243/693, d1=0.365, d2=0.436 g=2.670 2/2 [==============================] - 0s 11ms/step >37, 244/693, d1=0.477, d2=0.380 g=2.487 2/2 [==============================] - 0s 12ms/step >37, 245/693, d1=0.441, d2=0.279 g=3.633 2/2 [==============================] - 0s 14ms/step >37, 246/693, d1=0.438, d2=0.354 g=2.675 2/2 [==============================] - 0s 12ms/step >37, 247/693, d1=0.453, d2=0.339 g=2.940 2/2 [==============================] - 0s 14ms/step >37, 248/693, d1=0.436, d2=0.399 g=2.784 2/2 [==============================] - 0s 13ms/step >37, 249/693, d1=0.354, d2=0.342 g=2.428 2/2 [==============================] - 0s 14ms/step >37, 250/693, d1=0.379, d2=0.423 g=2.891 2/2 [==============================] - 0s 13ms/step >37, 251/693, d1=0.339, d2=0.387 g=2.886 2/2 [==============================] - 0s 14ms/step >37, 252/693, d1=0.448, d2=0.236 g=2.865 2/2 [==============================] - 0s 13ms/step >37, 253/693, d1=0.561, d2=0.418 g=3.386 2/2 [==============================] - 0s 14ms/step >37, 254/693, d1=0.467, d2=0.361 g=2.549 2/2 [==============================] - 0s 12ms/step >37, 255/693, d1=0.311, d2=0.329 g=3.069 2/2 [==============================] - 0s 13ms/step >37, 256/693, d1=0.459, d2=0.370 g=2.706 2/2 [==============================] - 0s 13ms/step >37, 257/693, d1=0.413, d2=0.311 g=3.259 2/2 [==============================] - 0s 14ms/step >37, 258/693, d1=0.371, d2=0.315 g=2.840 2/2 [==============================] - 0s 13ms/step >37, 259/693, d1=0.297, d2=0.275 g=2.852 2/2 [==============================] - 0s 13ms/step >37, 260/693, d1=0.309, d2=0.361 g=2.799 2/2 [==============================] - 0s 12ms/step >37, 261/693, d1=0.358, d2=0.468 g=2.633 2/2 [==============================] - 0s 14ms/step >37, 262/693, d1=0.477, d2=0.347 g=3.637 2/2 [==============================] - 0s 14ms/step >37, 263/693, d1=0.571, d2=0.329 g=2.615 2/2 [==============================] - 0s 14ms/step >37, 264/693, d1=0.432, d2=0.357 g=2.686 2/2 [==============================] - 0s 15ms/step >37, 265/693, d1=0.334, d2=0.351 g=2.868 2/2 [==============================] - 0s 13ms/step >37, 266/693, d1=0.249, d2=0.314 g=2.609 2/2 [==============================] - 0s 13ms/step >37, 267/693, d1=0.506, d2=0.294 g=3.636 2/2 [==============================] - 0s 12ms/step >37, 268/693, d1=0.491, d2=0.346 g=2.538 2/2 [==============================] - 0s 13ms/step >37, 269/693, d1=0.419, d2=0.387 g=2.888 2/2 [==============================] - 0s 13ms/step >37, 270/693, d1=0.333, d2=0.382 g=1.921 2/2 [==============================] - 0s 13ms/step >37, 271/693, d1=0.435, d2=0.405 g=3.516 2/2 [==============================] - 0s 14ms/step >37, 272/693, d1=0.437, d2=0.212 g=4.636 2/2 [==============================] - 0s 12ms/step >37, 273/693, d1=0.354, d2=0.238 g=1.898 2/2 [==============================] - 0s 14ms/step >37, 274/693, d1=0.208, d2=0.284 g=5.047 2/2 [==============================] - 0s 15ms/step >37, 275/693, d1=0.336, d2=0.295 g=4.476 2/2 [==============================] - 0s 13ms/step >37, 276/693, d1=0.351, d2=0.213 g=3.021 2/2 [==============================] - 0s 12ms/step >37, 277/693, d1=0.283, d2=0.384 g=2.438 2/2 [==============================] - 0s 14ms/step >37, 278/693, d1=0.347, d2=0.273 g=4.816 2/2 [==============================] - 0s 13ms/step >37, 279/693, d1=0.281, d2=0.328 g=3.414 2/2 [==============================] - 0s 13ms/step >37, 280/693, d1=0.569, d2=0.285 g=2.754 2/2 [==============================] - 0s 14ms/step >37, 281/693, d1=0.397, d2=0.299 g=2.058 2/2 [==============================] - 0s 13ms/step >37, 282/693, d1=0.310, d2=0.452 g=2.856 2/2 [==============================] - 0s 14ms/step >37, 283/693, d1=0.388, d2=0.244 g=2.934 2/2 [==============================] - 0s 12ms/step >37, 284/693, d1=0.465, d2=0.357 g=3.409 2/2 [==============================] - 0s 13ms/step >37, 285/693, d1=0.394, d2=0.225 g=3.077 2/2 [==============================] - 0s 12ms/step >37, 286/693, d1=0.314, d2=0.357 g=2.198 2/2 [==============================] - 0s 12ms/step >37, 287/693, d1=0.441, d2=0.432 g=2.247 2/2 [==============================] - 0s 12ms/step >37, 288/693, d1=0.477, d2=0.288 g=3.028 2/2 [==============================] - 0s 14ms/step >37, 289/693, d1=0.521, d2=0.362 g=2.260 2/2 [==============================] - 0s 14ms/step >37, 290/693, d1=0.417, d2=0.360 g=2.160 2/2 [==============================] - 0s 13ms/step >37, 291/693, d1=0.471, d2=0.547 g=2.995 2/2 [==============================] - 0s 12ms/step >37, 292/693, d1=0.419, d2=0.369 g=5.674 2/2 [==============================] - 0s 12ms/step >37, 293/693, d1=0.381, d2=0.260 g=6.926 2/2 [==============================] - 0s 12ms/step >37, 294/693, d1=0.409, d2=0.267 g=5.047 2/2 [==============================] - 0s 13ms/step >37, 295/693, d1=0.211, d2=0.324 g=3.114 2/2 [==============================] - 0s 12ms/step >37, 296/693, d1=0.552, d2=0.446 g=5.343 2/2 [==============================] - 0s 13ms/step >37, 297/693, d1=0.372, d2=0.403 g=3.001 2/2 [==============================] - 0s 15ms/step >37, 298/693, d1=0.441, d2=0.386 g=4.815 2/2 [==============================] - 0s 14ms/step >37, 299/693, d1=0.483, d2=0.329 g=3.448 2/2 [==============================] - 0s 14ms/step >37, 300/693, d1=0.357, d2=0.410 g=4.498 2/2 [==============================] - 0s 15ms/step >37, 301/693, d1=0.604, d2=0.285 g=2.618 2/2 [==============================] - 0s 14ms/step >37, 302/693, d1=0.419, d2=0.384 g=2.330 2/2 [==============================] - 0s 14ms/step >37, 303/693, d1=0.523, d2=0.312 g=3.608 2/2 [==============================] - 0s 12ms/step >37, 304/693, d1=0.316, d2=0.245 g=5.530 2/2 [==============================] - 0s 14ms/step >37, 305/693, d1=0.498, d2=0.337 g=3.784 2/2 [==============================] - 0s 12ms/step >37, 306/693, d1=0.304, d2=0.338 g=4.361 2/2 [==============================] - 0s 14ms/step >37, 307/693, d1=0.400, d2=0.436 g=3.669 2/2 [==============================] - 0s 12ms/step >37, 308/693, d1=0.459, d2=0.342 g=4.112 2/2 [==============================] - 0s 14ms/step >37, 309/693, d1=0.447, d2=0.423 g=3.040 2/2 [==============================] - 0s 14ms/step >37, 310/693, d1=0.215, d2=0.285 g=3.878 2/2 [==============================] - 0s 15ms/step >37, 311/693, d1=0.479, d2=0.323 g=4.472 2/2 [==============================] - 0s 15ms/step >37, 312/693, d1=0.581, d2=0.348 g=4.757 2/2 [==============================] - 0s 15ms/step >37, 313/693, d1=0.338, d2=0.339 g=1.855 2/2 [==============================] - 0s 12ms/step >37, 314/693, d1=0.471, d2=0.422 g=3.490 2/2 [==============================] - 0s 14ms/step >37, 315/693, d1=0.300, d2=0.266 g=3.193 2/2 [==============================] - 0s 15ms/step >37, 316/693, d1=0.414, d2=0.357 g=3.724 2/2 [==============================] - 0s 12ms/step >37, 317/693, d1=0.420, d2=0.359 g=3.428 2/2 [==============================] - 0s 13ms/step >37, 318/693, d1=0.474, d2=0.347 g=3.686 2/2 [==============================] - 0s 15ms/step >37, 319/693, d1=0.425, d2=0.265 g=2.955 2/2 [==============================] - 0s 14ms/step >37, 320/693, d1=0.477, d2=0.269 g=4.213 2/2 [==============================] - 0s 13ms/step >37, 321/693, d1=0.369, d2=0.427 g=3.205 2/2 [==============================] - 0s 14ms/step >37, 322/693, d1=0.295, d2=0.325 g=3.000 2/2 [==============================] - 0s 11ms/step >37, 323/693, d1=0.503, d2=0.387 g=4.915 2/2 [==============================] - 0s 14ms/step >37, 324/693, d1=0.372, d2=0.373 g=4.182 2/2 [==============================] - 0s 12ms/step >37, 325/693, d1=0.420, d2=0.288 g=3.901 2/2 [==============================] - 0s 13ms/step >37, 326/693, d1=0.448, d2=0.350 g=2.140 2/2 [==============================] - 0s 13ms/step >37, 327/693, d1=0.288, d2=0.348 g=3.233 2/2 [==============================] - 0s 12ms/step >37, 328/693, d1=0.304, d2=0.355 g=5.067 2/2 [==============================] - 0s 13ms/step >37, 329/693, d1=0.441, d2=0.250 g=3.512 2/2 [==============================] - 0s 11ms/step >37, 330/693, d1=0.434, d2=0.428 g=3.133 2/2 [==============================] - 0s 13ms/step >37, 331/693, d1=0.345, d2=0.313 g=4.470 2/2 [==============================] - 0s 14ms/step >37, 332/693, d1=0.329, d2=0.303 g=3.176 2/2 [==============================] - 0s 13ms/step >37, 333/693, d1=0.502, d2=0.375 g=3.418 2/2 [==============================] - 0s 13ms/step >37, 334/693, d1=0.462, d2=0.411 g=2.837 2/2 [==============================] - 0s 14ms/step >37, 335/693, d1=0.374, d2=0.292 g=4.419 2/2 [==============================] - 0s 12ms/step >37, 336/693, d1=0.459, d2=0.381 g=2.603 2/2 [==============================] - 0s 13ms/step >37, 337/693, d1=0.395, d2=0.453 g=4.783 2/2 [==============================] - 0s 14ms/step >37, 338/693, d1=0.494, d2=0.331 g=3.283 2/2 [==============================] - 0s 16ms/step >37, 339/693, d1=0.322, d2=0.263 g=4.358 2/2 [==============================] - 0s 12ms/step >37, 340/693, d1=0.404, d2=0.283 g=4.732 2/2 [==============================] - 0s 13ms/step >37, 341/693, d1=0.413, d2=0.477 g=3.370 2/2 [==============================] - 0s 13ms/step >37, 342/693, d1=0.502, d2=0.256 g=4.075 2/2 [==============================] - 0s 12ms/step >37, 343/693, d1=0.419, d2=0.458 g=3.856 2/2 [==============================] - 0s 13ms/step >37, 344/693, d1=0.370, d2=0.307 g=3.858 2/2 [==============================] - 0s 13ms/step >37, 345/693, d1=0.337, d2=0.309 g=5.116 2/2 [==============================] - 0s 12ms/step >37, 346/693, d1=0.522, d2=0.387 g=3.352 2/2 [==============================] - 0s 13ms/step >37, 347/693, d1=0.324, d2=0.355 g=3.410 2/2 [==============================] - 0s 14ms/step >37, 348/693, d1=0.371, d2=0.242 g=3.346 2/2 [==============================] - 0s 13ms/step >37, 349/693, d1=0.440, d2=0.374 g=5.533 2/2 [==============================] - 0s 13ms/step >37, 350/693, d1=0.279, d2=0.259 g=2.758 2/2 [==============================] - 0s 14ms/step >37, 351/693, d1=0.514, d2=0.301 g=3.662 2/2 [==============================] - 0s 15ms/step >37, 352/693, d1=0.414, d2=0.497 g=4.762 2/2 [==============================] - 0s 15ms/step >37, 353/693, d1=0.397, d2=0.456 g=2.629 2/2 [==============================] - 0s 15ms/step >37, 354/693, d1=0.368, d2=0.331 g=3.378 2/2 [==============================] - 0s 14ms/step >37, 355/693, d1=0.452, d2=0.344 g=3.320 2/2 [==============================] - 0s 14ms/step >37, 356/693, d1=0.385, d2=0.303 g=3.289 2/2 [==============================] - 0s 14ms/step >37, 357/693, d1=0.510, d2=0.347 g=3.724 2/2 [==============================] - 0s 13ms/step >37, 358/693, d1=0.323, d2=0.423 g=4.560 2/2 [==============================] - 0s 14ms/step >37, 359/693, d1=0.334, d2=0.328 g=4.586 2/2 [==============================] - 0s 13ms/step >37, 360/693, d1=0.405, d2=0.278 g=6.279 2/2 [==============================] - 0s 11ms/step >37, 361/693, d1=0.448, d2=0.352 g=3.023 2/2 [==============================] - 0s 14ms/step >37, 362/693, d1=0.378, d2=0.405 g=2.637 2/2 [==============================] - 0s 14ms/step >37, 363/693, d1=0.484, d2=0.342 g=5.295 2/2 [==============================] - 0s 14ms/step >37, 364/693, d1=0.534, d2=0.468 g=4.412 2/2 [==============================] - 0s 12ms/step >37, 365/693, d1=0.378, d2=0.299 g=4.219 2/2 [==============================] - 0s 13ms/step >37, 366/693, d1=0.403, d2=0.319 g=3.824 2/2 [==============================] - 0s 12ms/step >37, 367/693, d1=0.423, d2=0.301 g=4.007 2/2 [==============================] - 0s 12ms/step >37, 368/693, d1=0.459, d2=0.307 g=3.969 2/2 [==============================] - 0s 12ms/step >37, 369/693, d1=0.269, d2=0.398 g=4.199 2/2 [==============================] - 0s 12ms/step >37, 370/693, d1=0.424, d2=0.224 g=3.899 2/2 [==============================] - 0s 13ms/step >37, 371/693, d1=0.340, d2=0.360 g=3.992 2/2 [==============================] - 0s 14ms/step >37, 372/693, d1=0.571, d2=0.335 g=3.314 2/2 [==============================] - 0s 12ms/step >37, 373/693, d1=0.243, d2=0.414 g=4.484 2/2 [==============================] - 0s 13ms/step >37, 374/693, d1=0.346, d2=0.354 g=3.620 2/2 [==============================] - 0s 14ms/step >37, 375/693, d1=0.490, d2=0.236 g=3.315 2/2 [==============================] - 0s 14ms/step >37, 376/693, d1=0.345, d2=0.396 g=3.432 2/2 [==============================] - 0s 14ms/step >37, 377/693, d1=0.361, d2=0.423 g=4.243 2/2 [==============================] - 0s 16ms/step >37, 378/693, d1=0.478, d2=0.357 g=2.964 2/2 [==============================] - 0s 14ms/step >37, 379/693, d1=0.509, d2=0.379 g=3.256 2/2 [==============================] - 0s 12ms/step >37, 380/693, d1=0.426, d2=0.331 g=3.418 2/2 [==============================] - 0s 14ms/step >37, 381/693, d1=0.293, d2=0.367 g=3.202 2/2 [==============================] - 0s 13ms/step >37, 382/693, d1=0.339, d2=0.395 g=5.247 2/2 [==============================] - 0s 14ms/step >37, 383/693, d1=0.420, d2=0.331 g=3.537 2/2 [==============================] - 0s 13ms/step >37, 384/693, d1=0.480, d2=0.426 g=3.753 2/2 [==============================] - 0s 13ms/step >37, 385/693, d1=0.440, d2=0.288 g=3.315 2/2 [==============================] - 0s 13ms/step >37, 386/693, d1=0.377, d2=0.430 g=2.623 2/2 [==============================] - 0s 14ms/step >37, 387/693, d1=0.439, d2=0.516 g=3.087 2/2 [==============================] - 0s 14ms/step >37, 388/693, d1=0.422, d2=0.219 g=4.932 2/2 [==============================] - 0s 14ms/step >37, 389/693, d1=0.545, d2=0.422 g=4.389 2/2 [==============================] - 0s 13ms/step >37, 390/693, d1=0.445, d2=0.272 g=3.842 2/2 [==============================] - 0s 15ms/step >37, 391/693, d1=0.356, d2=0.250 g=3.938 2/2 [==============================] - 0s 15ms/step >37, 392/693, d1=0.605, d2=0.381 g=2.720 2/2 [==============================] - 0s 13ms/step >37, 393/693, d1=0.457, d2=0.428 g=4.139 2/2 [==============================] - 0s 12ms/step >37, 394/693, d1=0.276, d2=0.361 g=4.885 2/2 [==============================] - 0s 14ms/step >37, 395/693, d1=0.294, d2=0.414 g=4.138 2/2 [==============================] - 0s 14ms/step >37, 396/693, d1=0.493, d2=0.320 g=5.333 2/2 [==============================] - 0s 14ms/step >37, 397/693, d1=0.486, d2=0.305 g=3.749 2/2 [==============================] - 0s 11ms/step >37, 398/693, d1=0.448, d2=0.349 g=3.077 2/2 [==============================] - 0s 13ms/step >37, 399/693, d1=0.495, d2=0.294 g=3.006 2/2 [==============================] - 0s 12ms/step >37, 400/693, d1=0.318, d2=0.518 g=2.459 2/2 [==============================] - 0s 15ms/step >37, 401/693, d1=0.538, d2=0.268 g=3.260 2/2 [==============================] - 0s 12ms/step >37, 402/693, d1=0.386, d2=0.400 g=4.987 2/2 [==============================] - 0s 13ms/step >37, 403/693, d1=0.357, d2=0.315 g=3.314 2/2 [==============================] - 0s 14ms/step >37, 404/693, d1=0.420, d2=0.332 g=4.457 2/2 [==============================] - 0s 13ms/step >37, 405/693, d1=0.381, d2=0.465 g=3.926 2/2 [==============================] - 0s 13ms/step >37, 406/693, d1=0.347, d2=0.345 g=3.781 2/2 [==============================] - 0s 14ms/step >37, 407/693, d1=0.514, d2=0.248 g=3.383 2/2 [==============================] - 0s 13ms/step >37, 408/693, d1=0.431, d2=0.463 g=2.549 2/2 [==============================] - 0s 15ms/step >37, 409/693, d1=0.335, d2=0.320 g=4.158 2/2 [==============================] - 0s 13ms/step >37, 410/693, d1=0.518, d2=0.285 g=4.965 2/2 [==============================] - 0s 15ms/step >37, 411/693, d1=0.259, d2=0.354 g=3.418 2/2 [==============================] - 0s 15ms/step >37, 412/693, d1=0.354, d2=0.216 g=3.577 2/2 [==============================] - 0s 12ms/step >37, 413/693, d1=0.283, d2=0.367 g=3.753 2/2 [==============================] - 0s 13ms/step >37, 414/693, d1=0.461, d2=0.334 g=4.963 2/2 [==============================] - 0s 12ms/step >37, 415/693, d1=0.409, d2=0.305 g=3.908 2/2 [==============================] - 0s 14ms/step >37, 416/693, d1=0.321, d2=0.285 g=3.568 2/2 [==============================] - 0s 13ms/step >37, 417/693, d1=0.348, d2=0.409 g=2.672 2/2 [==============================] - 0s 14ms/step >37, 418/693, d1=0.334, d2=0.283 g=3.687 2/2 [==============================] - 0s 12ms/step >37, 419/693, d1=0.438, d2=0.350 g=4.759 2/2 [==============================] - 0s 14ms/step >37, 420/693, d1=0.305, d2=0.288 g=4.793 2/2 [==============================] - 0s 15ms/step >37, 421/693, d1=0.240, d2=0.372 g=3.771 2/2 [==============================] - 0s 15ms/step >37, 422/693, d1=0.373, d2=0.286 g=3.190 2/2 [==============================] - 0s 13ms/step >37, 423/693, d1=0.497, d2=0.397 g=4.539 2/2 [==============================] - 0s 14ms/step >37, 424/693, d1=0.426, d2=0.298 g=4.501 2/2 [==============================] - 0s 12ms/step >37, 425/693, d1=0.350, d2=0.249 g=3.107 2/2 [==============================] - 0s 13ms/step >37, 426/693, d1=0.336, d2=0.328 g=4.846 2/2 [==============================] - 0s 13ms/step >37, 427/693, d1=0.462, d2=0.455 g=4.130 2/2 [==============================] - 0s 14ms/step >37, 428/693, d1=0.372, d2=0.270 g=4.106 2/2 [==============================] - 0s 13ms/step >37, 429/693, d1=0.378, d2=0.421 g=4.865 2/2 [==============================] - 0s 13ms/step >37, 430/693, d1=0.313, d2=0.211 g=5.082 2/2 [==============================] - 0s 11ms/step >37, 431/693, d1=0.387, d2=0.445 g=4.487 2/2 [==============================] - 0s 13ms/step >37, 432/693, d1=0.491, d2=0.322 g=2.164 2/2 [==============================] - 0s 13ms/step >37, 433/693, d1=0.438, d2=0.470 g=2.877 2/2 [==============================] - 0s 13ms/step >37, 434/693, d1=0.459, d2=0.441 g=3.039 2/2 [==============================] - 0s 16ms/step >37, 435/693, d1=0.313, d2=0.264 g=4.302 2/2 [==============================] - 0s 13ms/step >37, 436/693, d1=0.413, d2=0.360 g=4.190 2/2 [==============================] - 0s 13ms/step >37, 437/693, d1=0.552, d2=0.351 g=4.319 2/2 [==============================] - 0s 12ms/step >37, 438/693, d1=0.405, d2=0.383 g=3.724 2/2 [==============================] - 0s 12ms/step >37, 439/693, d1=0.490, d2=0.287 g=2.700 2/2 [==============================] - 0s 13ms/step >37, 440/693, d1=0.438, d2=0.316 g=2.980 2/2 [==============================] - 0s 14ms/step >37, 441/693, d1=0.362, d2=0.326 g=3.707 2/2 [==============================] - 0s 14ms/step >37, 442/693, d1=0.309, d2=0.361 g=5.134 2/2 [==============================] - 0s 13ms/step >37, 443/693, d1=0.316, d2=0.237 g=2.614 2/2 [==============================] - 0s 14ms/step >37, 444/693, d1=0.439, d2=0.368 g=3.267 2/2 [==============================] - 0s 13ms/step >37, 445/693, d1=0.451, d2=0.344 g=4.109 2/2 [==============================] - 0s 14ms/step >37, 446/693, d1=0.336, d2=0.397 g=3.484 2/2 [==============================] - 0s 13ms/step >37, 447/693, d1=0.467, d2=0.291 g=4.326 2/2 [==============================] - 0s 12ms/step >37, 448/693, d1=0.302, d2=0.299 g=5.418 2/2 [==============================] - 0s 14ms/step >37, 449/693, d1=0.437, d2=0.508 g=2.860 2/2 [==============================] - 0s 13ms/step >37, 450/693, d1=0.340, d2=0.330 g=4.294 2/2 [==============================] - 0s 15ms/step >37, 451/693, d1=0.510, d2=0.259 g=3.693 2/2 [==============================] - 0s 12ms/step >37, 452/693, d1=0.451, d2=0.325 g=2.225 2/2 [==============================] - 0s 14ms/step >37, 453/693, d1=0.355, d2=0.397 g=3.974 2/2 [==============================] - 0s 12ms/step >37, 454/693, d1=0.348, d2=0.456 g=2.955 2/2 [==============================] - 0s 13ms/step >37, 455/693, d1=0.437, d2=0.289 g=3.926 2/2 [==============================] - 0s 14ms/step >37, 456/693, d1=0.563, d2=0.345 g=3.423 2/2 [==============================] - 0s 14ms/step >37, 457/693, d1=0.382, d2=0.320 g=4.592 2/2 [==============================] - 0s 14ms/step >37, 458/693, d1=0.580, d2=0.393 g=3.009 2/2 [==============================] - 0s 15ms/step >37, 459/693, d1=0.348, d2=0.377 g=4.102 2/2 [==============================] - 0s 13ms/step >37, 460/693, d1=0.387, d2=0.296 g=4.871 2/2 [==============================] - 0s 14ms/step >37, 461/693, d1=0.389, d2=0.244 g=3.302 2/2 [==============================] - 0s 14ms/step >37, 462/693, d1=0.392, d2=0.316 g=2.865 2/2 [==============================] - 0s 13ms/step >37, 463/693, d1=0.497, d2=0.377 g=3.083 2/2 [==============================] - 0s 13ms/step >37, 464/693, d1=0.446, d2=0.298 g=3.370 2/2 [==============================] - 0s 15ms/step >37, 465/693, d1=0.421, d2=0.447 g=3.069 2/2 [==============================] - 0s 13ms/step >37, 466/693, d1=0.360, d2=0.260 g=3.688 2/2 [==============================] - 0s 14ms/step >37, 467/693, d1=0.474, d2=0.331 g=2.925 2/2 [==============================] - 0s 13ms/step >37, 468/693, d1=0.435, d2=0.297 g=4.173 2/2 [==============================] - 0s 13ms/step >37, 469/693, d1=0.344, d2=0.367 g=3.410 2/2 [==============================] - 0s 14ms/step >37, 470/693, d1=0.353, d2=0.307 g=3.817 2/2 [==============================] - 0s 14ms/step >37, 471/693, d1=0.402, d2=0.395 g=3.753 2/2 [==============================] - 0s 14ms/step >37, 472/693, d1=0.543, d2=0.380 g=3.701 2/2 [==============================] - 0s 15ms/step >37, 473/693, d1=0.471, d2=0.393 g=3.821 2/2 [==============================] - 0s 14ms/step >37, 474/693, d1=0.262, d2=0.401 g=3.919 2/2 [==============================] - 0s 14ms/step >37, 475/693, d1=0.365, d2=0.285 g=2.869 2/2 [==============================] - 0s 14ms/step >37, 476/693, d1=0.341, d2=0.307 g=3.447 2/2 [==============================] - 0s 14ms/step >37, 477/693, d1=0.465, d2=0.414 g=3.297 2/2 [==============================] - 0s 14ms/step >37, 478/693, d1=0.433, d2=0.268 g=4.270 2/2 [==============================] - 0s 13ms/step >37, 479/693, d1=0.433, d2=0.371 g=3.585 2/2 [==============================] - 0s 14ms/step >37, 480/693, d1=0.526, d2=0.440 g=4.093 2/2 [==============================] - 0s 14ms/step >37, 481/693, d1=0.347, d2=0.323 g=3.296 2/2 [==============================] - 0s 12ms/step >37, 482/693, d1=0.424, d2=0.273 g=5.254 2/2 [==============================] - 0s 14ms/step >37, 483/693, d1=0.269, d2=0.283 g=3.316 2/2 [==============================] - 0s 13ms/step >37, 484/693, d1=0.415, d2=0.355 g=4.069 2/2 [==============================] - 0s 14ms/step >37, 485/693, d1=0.248, d2=0.271 g=2.775 2/2 [==============================] - 0s 14ms/step >37, 486/693, d1=0.341, d2=0.257 g=3.048 2/2 [==============================] - 0s 13ms/step >37, 487/693, d1=0.518, d2=0.378 g=5.166 2/2 [==============================] - 0s 14ms/step >37, 488/693, d1=0.392, d2=0.330 g=3.536 2/2 [==============================] - 0s 12ms/step >37, 489/693, d1=0.404, d2=0.377 g=3.499 2/2 [==============================] - 0s 12ms/step >37, 490/693, d1=0.382, d2=0.343 g=3.692 2/2 [==============================] - 0s 14ms/step >37, 491/693, d1=0.272, d2=0.217 g=4.704 2/2 [==============================] - 0s 14ms/step >37, 492/693, d1=0.529, d2=0.272 g=2.740 2/2 [==============================] - 0s 13ms/step >37, 493/693, d1=0.370, d2=0.380 g=3.096 2/2 [==============================] - 0s 12ms/step >37, 494/693, d1=0.359, d2=0.393 g=3.744 2/2 [==============================] - 0s 14ms/step >37, 495/693, d1=0.415, d2=0.349 g=4.028 2/2 [==============================] - 0s 13ms/step >37, 496/693, d1=0.305, d2=0.253 g=3.105 2/2 [==============================] - 0s 14ms/step >37, 497/693, d1=0.434, d2=0.406 g=4.135 2/2 [==============================] - 0s 14ms/step >37, 498/693, d1=0.318, d2=0.314 g=3.393 2/2 [==============================] - 0s 13ms/step >37, 499/693, d1=0.466, d2=0.346 g=3.952 2/2 [==============================] - 0s 15ms/step >37, 500/693, d1=0.339, d2=0.570 g=3.648 2/2 [==============================] - 0s 13ms/step >37, 501/693, d1=0.483, d2=0.252 g=4.495 2/2 [==============================] - 0s 13ms/step >37, 502/693, d1=0.536, d2=0.327 g=3.976 2/2 [==============================] - 0s 12ms/step >37, 503/693, d1=0.382, d2=0.460 g=3.699 2/2 [==============================] - 0s 15ms/step >37, 504/693, d1=0.436, d2=0.388 g=4.511 2/2 [==============================] - 0s 13ms/step >37, 505/693, d1=0.423, d2=0.327 g=4.808 2/2 [==============================] - 0s 14ms/step >37, 506/693, d1=0.520, d2=0.351 g=3.590 2/2 [==============================] - 0s 13ms/step >37, 507/693, d1=0.386, d2=0.360 g=3.131 2/2 [==============================] - 0s 15ms/step >37, 508/693, d1=0.430, d2=0.367 g=3.128 2/2 [==============================] - 0s 14ms/step >37, 509/693, d1=0.438, d2=0.474 g=2.932 2/2 [==============================] - 0s 15ms/step >37, 510/693, d1=0.426, d2=0.209 g=3.366 2/2 [==============================] - 0s 14ms/step >37, 511/693, d1=0.352, d2=0.439 g=3.742 2/2 [==============================] - 0s 14ms/step >37, 512/693, d1=0.340, d2=0.416 g=2.840 2/2 [==============================] - 0s 15ms/step >37, 513/693, d1=0.446, d2=0.238 g=2.386 2/2 [==============================] - 0s 13ms/step >37, 514/693, d1=0.310, d2=0.310 g=3.293 2/2 [==============================] - 0s 14ms/step >37, 515/693, d1=0.272, d2=0.383 g=4.548 2/2 [==============================] - 0s 14ms/step >37, 516/693, d1=0.493, d2=0.302 g=3.682 2/2 [==============================] - 0s 13ms/step >37, 517/693, d1=0.460, d2=0.324 g=3.889 2/2 [==============================] - 0s 13ms/step >37, 518/693, d1=0.571, d2=0.322 g=2.649 2/2 [==============================] - 0s 13ms/step >37, 519/693, d1=0.368, d2=0.320 g=3.010 2/2 [==============================] - 0s 14ms/step >37, 520/693, d1=0.300, d2=0.310 g=3.177 2/2 [==============================] - 0s 12ms/step >37, 521/693, d1=0.383, d2=0.473 g=5.350 2/2 [==============================] - 0s 14ms/step >37, 522/693, d1=0.526, d2=0.299 g=5.270 2/2 [==============================] - 0s 11ms/step >37, 523/693, d1=0.469, d2=0.338 g=2.730 2/2 [==============================] - 0s 13ms/step >37, 524/693, d1=0.299, d2=0.418 g=3.292 2/2 [==============================] - 0s 14ms/step >37, 525/693, d1=0.371, d2=0.321 g=3.897 2/2 [==============================] - 0s 13ms/step >37, 526/693, d1=0.440, d2=0.397 g=3.079 2/2 [==============================] - 0s 12ms/step >37, 527/693, d1=0.492, d2=0.422 g=4.635 2/2 [==============================] - 0s 12ms/step >37, 528/693, d1=0.533, d2=0.356 g=3.536 2/2 [==============================] - 0s 14ms/step >37, 529/693, d1=0.381, d2=0.280 g=4.474 2/2 [==============================] - 0s 13ms/step >37, 530/693, d1=0.356, d2=0.447 g=2.776 2/2 [==============================] - 0s 12ms/step >37, 531/693, d1=0.227, d2=0.250 g=2.990 2/2 [==============================] - 0s 14ms/step >37, 532/693, d1=0.426, d2=0.400 g=3.167 2/2 [==============================] - 0s 13ms/step >37, 533/693, d1=0.486, d2=0.386 g=3.068 2/2 [==============================] - 0s 13ms/step >37, 534/693, d1=0.441, d2=0.264 g=3.737 2/2 [==============================] - 0s 12ms/step >37, 535/693, d1=0.326, d2=0.334 g=4.634 2/2 [==============================] - 0s 13ms/step >37, 536/693, d1=0.401, d2=0.356 g=2.961 2/2 [==============================] - 0s 12ms/step >37, 537/693, d1=0.460, d2=0.377 g=5.243 2/2 [==============================] - 0s 13ms/step >37, 538/693, d1=0.394, d2=0.360 g=2.718 2/2 [==============================] - 0s 13ms/step >37, 539/693, d1=0.402, d2=0.374 g=3.432 2/2 [==============================] - 0s 14ms/step >37, 540/693, d1=0.529, d2=0.272 g=5.840 2/2 [==============================] - 0s 17ms/step >37, 541/693, d1=0.405, d2=0.363 g=4.062 2/2 [==============================] - 0s 12ms/step >37, 542/693, d1=0.455, d2=0.389 g=2.963 2/2 [==============================] - 0s 13ms/step >37, 543/693, d1=0.348, d2=0.387 g=3.052 2/2 [==============================] - 0s 14ms/step >37, 544/693, d1=0.465, d2=0.365 g=3.026 2/2 [==============================] - 0s 13ms/step >37, 545/693, d1=0.407, d2=0.241 g=4.272 2/2 [==============================] - 0s 12ms/step >37, 546/693, d1=0.507, d2=0.549 g=3.493 2/2 [==============================] - 0s 13ms/step >37, 547/693, d1=0.419, d2=0.437 g=2.490 2/2 [==============================] - 0s 12ms/step >37, 548/693, d1=0.435, d2=0.374 g=3.218 2/2 [==============================] - 0s 12ms/step >37, 549/693, d1=0.429, d2=0.492 g=3.492 2/2 [==============================] - 0s 14ms/step >37, 550/693, d1=0.401, d2=0.316 g=4.293 2/2 [==============================] - 0s 14ms/step >37, 551/693, d1=0.367, d2=0.344 g=4.460 2/2 [==============================] - 0s 16ms/step >37, 552/693, d1=0.528, d2=0.431 g=3.458 2/2 [==============================] - 0s 14ms/step >37, 553/693, d1=0.405, d2=0.290 g=4.344 2/2 [==============================] - 0s 15ms/step >37, 554/693, d1=0.405, d2=0.355 g=3.743 2/2 [==============================] - 0s 13ms/step >37, 555/693, d1=0.461, d2=0.363 g=5.117 2/2 [==============================] - 0s 13ms/step >37, 556/693, d1=0.291, d2=0.443 g=3.973 2/2 [==============================] - 0s 13ms/step >37, 557/693, d1=0.466, d2=0.287 g=2.313 2/2 [==============================] - 0s 13ms/step >37, 558/693, d1=0.344, d2=0.356 g=2.776 2/2 [==============================] - 0s 12ms/step >37, 559/693, d1=0.344, d2=0.271 g=4.002 2/2 [==============================] - 0s 12ms/step >37, 560/693, d1=0.282, d2=0.247 g=2.293 2/2 [==============================] - 0s 12ms/step >37, 561/693, d1=0.327, d2=0.312 g=4.170 2/2 [==============================] - 0s 14ms/step >37, 562/693, d1=0.295, d2=0.244 g=2.945 2/2 [==============================] - 0s 13ms/step >37, 563/693, d1=0.483, d2=0.436 g=3.551 2/2 [==============================] - 0s 13ms/step >37, 564/693, d1=0.375, d2=0.359 g=4.777 2/2 [==============================] - 0s 14ms/step >37, 565/693, d1=0.457, d2=0.363 g=2.992 2/2 [==============================] - 0s 13ms/step >37, 566/693, d1=0.368, d2=0.235 g=3.550 2/2 [==============================] - 0s 12ms/step >37, 567/693, d1=0.588, d2=0.453 g=2.974 2/2 [==============================] - 0s 12ms/step >37, 568/693, d1=0.405, d2=0.427 g=3.928 2/2 [==============================] - 0s 12ms/step >37, 569/693, d1=0.411, d2=0.366 g=5.529 2/2 [==============================] - 0s 13ms/step >37, 570/693, d1=0.460, d2=0.430 g=3.835 2/2 [==============================] - 0s 13ms/step >37, 571/693, d1=0.353, d2=0.324 g=3.216 2/2 [==============================] - 0s 12ms/step >37, 572/693, d1=0.423, d2=0.376 g=3.410 2/2 [==============================] - 0s 13ms/step >37, 573/693, d1=0.390, d2=0.409 g=3.787 2/2 [==============================] - 0s 13ms/step >37, 574/693, d1=0.395, d2=0.323 g=2.979 2/2 [==============================] - 0s 13ms/step >37, 575/693, d1=0.387, d2=0.341 g=3.067 2/2 [==============================] - 0s 13ms/step >37, 576/693, d1=0.404, d2=0.479 g=2.242 2/2 [==============================] - 0s 12ms/step >37, 577/693, d1=0.416, d2=0.354 g=3.411 2/2 [==============================] - 0s 17ms/step >37, 578/693, d1=0.571, d2=0.424 g=4.505 2/2 [==============================] - 0s 13ms/step >37, 579/693, d1=0.341, d2=0.452 g=3.563 2/2 [==============================] - 0s 13ms/step >37, 580/693, d1=0.436, d2=0.280 g=5.357 2/2 [==============================] - 0s 13ms/step >37, 581/693, d1=0.528, d2=0.244 g=4.811 2/2 [==============================] - 0s 13ms/step >37, 582/693, d1=0.383, d2=0.403 g=7.296 2/2 [==============================] - 0s 14ms/step >37, 583/693, d1=0.394, d2=0.372 g=2.806 2/2 [==============================] - 0s 14ms/step >37, 584/693, d1=0.383, d2=0.289 g=4.471 2/2 [==============================] - 0s 12ms/step >37, 585/693, d1=0.431, d2=0.338 g=2.674 2/2 [==============================] - 0s 13ms/step >37, 586/693, d1=0.433, d2=0.289 g=3.626 2/2 [==============================] - 0s 13ms/step >37, 587/693, d1=0.267, d2=0.392 g=4.583 2/2 [==============================] - 0s 13ms/step >37, 588/693, d1=0.603, d2=0.307 g=3.313 2/2 [==============================] - 0s 14ms/step >37, 589/693, d1=0.339, d2=0.372 g=3.876 2/2 [==============================] - 0s 13ms/step >37, 590/693, d1=0.459, d2=0.443 g=2.853 2/2 [==============================] - 0s 13ms/step >37, 591/693, d1=0.482, d2=0.348 g=3.710 2/2 [==============================] - 0s 14ms/step >37, 592/693, d1=0.417, d2=0.297 g=2.271 2/2 [==============================] - 0s 14ms/step >37, 593/693, d1=0.418, d2=0.254 g=4.300 2/2 [==============================] - 0s 12ms/step >37, 594/693, d1=0.356, d2=0.422 g=3.808 2/2 [==============================] - 0s 14ms/step >37, 595/693, d1=0.313, d2=0.320 g=3.730 2/2 [==============================] - 0s 12ms/step >37, 596/693, d1=0.517, d2=0.475 g=3.037 2/2 [==============================] - 0s 11ms/step >37, 597/693, d1=0.505, d2=0.311 g=4.545 2/2 [==============================] - 0s 15ms/step >37, 598/693, d1=0.457, d2=0.366 g=3.010 2/2 [==============================] - 0s 13ms/step >37, 599/693, d1=0.442, d2=0.505 g=4.513 2/2 [==============================] - 0s 13ms/step >37, 600/693, d1=0.430, d2=0.318 g=3.962 2/2 [==============================] - 0s 14ms/step >37, 601/693, d1=0.437, d2=0.326 g=3.623 2/2 [==============================] - 0s 14ms/step >37, 602/693, d1=0.372, d2=0.335 g=3.036 2/2 [==============================] - 0s 15ms/step >37, 603/693, d1=0.303, d2=0.349 g=3.203 2/2 [==============================] - 0s 13ms/step >37, 604/693, d1=0.473, d2=0.295 g=4.480 2/2 [==============================] - 0s 13ms/step >37, 605/693, d1=0.478, d2=0.304 g=4.998 2/2 [==============================] - 0s 13ms/step >37, 606/693, d1=0.461, d2=0.467 g=4.985 2/2 [==============================] - 0s 13ms/step >37, 607/693, d1=0.279, d2=0.254 g=3.399 2/2 [==============================] - 0s 14ms/step >37, 608/693, d1=0.454, d2=0.420 g=3.503 2/2 [==============================] - 0s 14ms/step >37, 609/693, d1=0.519, d2=0.305 g=3.340 2/2 [==============================] - 0s 12ms/step >37, 610/693, d1=0.465, d2=0.392 g=2.253 2/2 [==============================] - 0s 13ms/step >37, 611/693, d1=0.386, d2=0.357 g=3.675 2/2 [==============================] - 0s 13ms/step >37, 612/693, d1=0.381, d2=0.494 g=4.144 2/2 [==============================] - 0s 15ms/step >37, 613/693, d1=0.408, d2=0.255 g=5.467 2/2 [==============================] - 0s 14ms/step >37, 614/693, d1=0.429, d2=0.251 g=3.098 2/2 [==============================] - 0s 12ms/step >37, 615/693, d1=0.302, d2=0.432 g=3.407 2/2 [==============================] - 0s 12ms/step >37, 616/693, d1=0.354, d2=0.242 g=4.087 2/2 [==============================] - 0s 13ms/step >37, 617/693, d1=0.381, d2=0.378 g=4.137 2/2 [==============================] - 0s 12ms/step >37, 618/693, d1=0.407, d2=0.331 g=3.850 2/2 [==============================] - 0s 14ms/step >37, 619/693, d1=0.480, d2=0.316 g=2.746 2/2 [==============================] - 0s 15ms/step >37, 620/693, d1=0.512, d2=0.452 g=2.951 2/2 [==============================] - 0s 16ms/step >37, 621/693, d1=0.538, d2=0.251 g=3.195 2/2 [==============================] - 0s 13ms/step >37, 622/693, d1=0.215, d2=0.360 g=3.570 2/2 [==============================] - 0s 14ms/step >37, 623/693, d1=0.354, d2=0.339 g=2.559 2/2 [==============================] - 0s 12ms/step >37, 624/693, d1=0.397, d2=0.352 g=3.296 2/2 [==============================] - 0s 12ms/step >37, 625/693, d1=0.359, d2=0.269 g=3.297 2/2 [==============================] - 0s 14ms/step >37, 626/693, d1=0.498, d2=0.346 g=4.199 2/2 [==============================] - 0s 15ms/step >37, 627/693, d1=0.397, d2=0.315 g=3.392 2/2 [==============================] - 0s 12ms/step >37, 628/693, d1=0.257, d2=0.409 g=3.690 2/2 [==============================] - 0s 12ms/step >37, 629/693, d1=0.326, d2=0.351 g=4.084 2/2 [==============================] - 0s 13ms/step >37, 630/693, d1=0.360, d2=0.292 g=4.080 2/2 [==============================] - 0s 15ms/step >37, 631/693, d1=0.469, d2=0.326 g=2.761 2/2 [==============================] - 0s 14ms/step >37, 632/693, d1=0.414, d2=0.358 g=2.488 2/2 [==============================] - 0s 13ms/step >37, 633/693, d1=0.379, d2=0.303 g=2.257 2/2 [==============================] - 0s 15ms/step >37, 634/693, d1=0.387, d2=0.353 g=3.204 2/2 [==============================] - 0s 12ms/step >37, 635/693, d1=0.343, d2=0.317 g=4.172 2/2 [==============================] - 0s 12ms/step >37, 636/693, d1=0.448, d2=0.307 g=4.261 2/2 [==============================] - 0s 14ms/step >37, 637/693, d1=0.380, d2=0.351 g=4.940 2/2 [==============================] - 0s 12ms/step >37, 638/693, d1=0.251, d2=0.180 g=3.855 2/2 [==============================] - 0s 12ms/step >37, 639/693, d1=0.433, d2=0.449 g=3.692 2/2 [==============================] - 0s 12ms/step >37, 640/693, d1=0.379, d2=0.387 g=4.081 2/2 [==============================] - 0s 14ms/step >37, 641/693, d1=0.543, d2=0.520 g=3.637 2/2 [==============================] - 0s 14ms/step >37, 642/693, d1=0.375, d2=0.308 g=3.781 2/2 [==============================] - 0s 13ms/step >37, 643/693, d1=0.484, d2=0.340 g=3.851 2/2 [==============================] - 0s 14ms/step >37, 644/693, d1=0.414, d2=0.288 g=3.587 2/2 [==============================] - 0s 11ms/step >37, 645/693, d1=0.522, d2=0.257 g=2.401 2/2 [==============================] - 0s 12ms/step >37, 646/693, d1=0.393, d2=0.543 g=3.583 2/2 [==============================] - 0s 11ms/step >37, 647/693, d1=0.412, d2=0.454 g=3.083 2/2 [==============================] - 0s 13ms/step >37, 648/693, d1=0.399, d2=0.351 g=4.770 2/2 [==============================] - 0s 14ms/step >37, 649/693, d1=0.409, d2=0.226 g=3.603 2/2 [==============================] - 0s 13ms/step >37, 650/693, d1=0.384, d2=0.281 g=3.622 2/2 [==============================] - 0s 13ms/step >37, 651/693, d1=0.399, d2=0.284 g=3.029 2/2 [==============================] - 0s 12ms/step >37, 652/693, d1=0.333, d2=0.325 g=3.493 2/2 [==============================] - 0s 13ms/step >37, 653/693, d1=0.413, d2=0.378 g=2.963 2/2 [==============================] - 0s 13ms/step >37, 654/693, d1=0.289, d2=0.459 g=3.244 2/2 [==============================] - 0s 12ms/step >37, 655/693, d1=0.407, d2=0.272 g=2.040 2/2 [==============================] - 0s 13ms/step >37, 656/693, d1=0.460, d2=0.351 g=3.446 2/2 [==============================] - 0s 14ms/step >37, 657/693, d1=0.373, d2=0.303 g=3.742 2/2 [==============================] - 0s 13ms/step >37, 658/693, d1=0.481, d2=0.459 g=3.566 2/2 [==============================] - 0s 13ms/step >37, 659/693, d1=0.381, d2=0.371 g=3.355 2/2 [==============================] - 0s 15ms/step >37, 660/693, d1=0.332, d2=0.309 g=3.084 2/2 [==============================] - 0s 13ms/step >37, 661/693, d1=0.456, d2=0.316 g=2.871 2/2 [==============================] - 0s 13ms/step >37, 662/693, d1=0.532, d2=0.390 g=2.542 2/2 [==============================] - 0s 13ms/step >37, 663/693, d1=0.388, d2=0.462 g=2.814 2/2 [==============================] - 0s 12ms/step >37, 664/693, d1=0.283, d2=0.358 g=2.476 2/2 [==============================] - 0s 13ms/step >37, 665/693, d1=0.395, d2=0.386 g=3.075 2/2 [==============================] - 0s 13ms/step >37, 666/693, d1=0.448, d2=0.258 g=2.514 2/2 [==============================] - 0s 15ms/step >37, 667/693, d1=0.483, d2=0.328 g=2.243 2/2 [==============================] - 0s 13ms/step >37, 668/693, d1=0.301, d2=0.334 g=4.030 2/2 [==============================] - 0s 13ms/step >37, 669/693, d1=0.364, d2=0.423 g=3.933 2/2 [==============================] - 0s 14ms/step >37, 670/693, d1=0.537, d2=0.351 g=2.302 2/2 [==============================] - 0s 13ms/step >37, 671/693, d1=0.411, d2=0.351 g=4.210 2/2 [==============================] - 0s 14ms/step >37, 672/693, d1=0.423, d2=0.358 g=4.339 2/2 [==============================] - 0s 13ms/step >37, 673/693, d1=0.436, d2=0.381 g=2.532 2/2 [==============================] - 0s 14ms/step >37, 674/693, d1=0.321, d2=0.253 g=5.768 2/2 [==============================] - 0s 11ms/step >37, 675/693, d1=0.463, d2=0.363 g=3.576 2/2 [==============================] - 0s 13ms/step >37, 676/693, d1=0.375, d2=0.378 g=3.719 2/2 [==============================] - 0s 15ms/step >37, 677/693, d1=0.470, d2=0.402 g=3.920 2/2 [==============================] - 0s 15ms/step >37, 678/693, d1=0.307, d2=0.405 g=2.860 2/2 [==============================] - 0s 14ms/step >37, 679/693, d1=0.447, d2=0.374 g=4.070 2/2 [==============================] - 0s 14ms/step >37, 680/693, d1=0.500, d2=0.395 g=4.082 2/2 [==============================] - 0s 12ms/step >37, 681/693, d1=0.396, d2=0.309 g=2.908 2/2 [==============================] - 0s 12ms/step >37, 682/693, d1=0.386, d2=0.442 g=4.382 2/2 [==============================] - 0s 13ms/step >37, 683/693, d1=0.420, d2=0.291 g=3.542 2/2 [==============================] - 0s 15ms/step >37, 684/693, d1=0.444, d2=0.323 g=3.090 2/2 [==============================] - 0s 12ms/step >37, 685/693, d1=0.341, d2=0.249 g=4.343 2/2 [==============================] - 0s 13ms/step >37, 686/693, d1=0.403, d2=0.475 g=2.978 2/2 [==============================] - 0s 13ms/step >37, 687/693, d1=0.271, d2=0.329 g=3.885 2/2 [==============================] - 0s 12ms/step >37, 688/693, d1=0.528, d2=0.258 g=2.434 2/2 [==============================] - 0s 14ms/step >37, 689/693, d1=0.360, d2=0.334 g=3.996 2/2 [==============================] - 0s 13ms/step >37, 690/693, d1=0.461, d2=0.322 g=2.976 2/2 [==============================] - 0s 14ms/step >37, 691/693, d1=0.344, d2=0.319 g=3.807 2/2 [==============================] - 0s 14ms/step >37, 692/693, d1=0.364, d2=0.460 g=4.156 2/2 [==============================] - 0s 13ms/step >37, 693/693, d1=0.455, d2=0.433 g=2.939 2/2 [==============================] - 0s 15ms/step >38, 1/693, d1=0.428, d2=0.335 g=3.866 2/2 [==============================] - 0s 13ms/step >38, 2/693, d1=0.323, d2=0.305 g=4.051 2/2 [==============================] - 0s 13ms/step >38, 3/693, d1=0.284, d2=0.321 g=2.702 2/2 [==============================] - 0s 14ms/step >38, 4/693, d1=0.450, d2=0.302 g=2.629 2/2 [==============================] - 0s 14ms/step >38, 5/693, d1=0.439, d2=0.374 g=4.051 2/2 [==============================] - 0s 13ms/step >38, 6/693, d1=0.345, d2=0.342 g=4.211 2/2 [==============================] - 0s 15ms/step >38, 7/693, d1=0.430, d2=0.254 g=2.892 2/2 [==============================] - 0s 14ms/step >38, 8/693, d1=0.376, d2=0.381 g=3.255 2/2 [==============================] - 0s 12ms/step >38, 9/693, d1=0.406, d2=0.380 g=3.735 2/2 [==============================] - 0s 13ms/step >38, 10/693, d1=0.389, d2=0.372 g=3.745 2/2 [==============================] - 0s 14ms/step >38, 11/693, d1=0.503, d2=0.350 g=3.681 2/2 [==============================] - 0s 13ms/step >38, 12/693, d1=0.367, d2=0.399 g=4.336 2/2 [==============================] - 0s 12ms/step >38, 13/693, d1=0.327, d2=0.324 g=2.892 2/2 [==============================] - 0s 14ms/step >38, 14/693, d1=0.442, d2=0.335 g=3.744 2/2 [==============================] - 0s 14ms/step >38, 15/693, d1=0.506, d2=0.376 g=2.907 2/2 [==============================] - 0s 15ms/step >38, 16/693, d1=0.458, d2=0.261 g=4.162 2/2 [==============================] - 0s 12ms/step >38, 17/693, d1=0.501, d2=0.362 g=3.380 2/2 [==============================] - 0s 12ms/step >38, 18/693, d1=0.351, d2=0.495 g=3.490 2/2 [==============================] - 0s 13ms/step >38, 19/693, d1=0.324, d2=0.476 g=2.599 2/2 [==============================] - 0s 15ms/step >38, 20/693, d1=0.545, d2=0.343 g=4.396 2/2 [==============================] - 0s 15ms/step >38, 21/693, d1=0.594, d2=0.372 g=4.064 2/2 [==============================] - 0s 13ms/step >38, 22/693, d1=0.411, d2=0.306 g=3.173 2/2 [==============================] - 0s 12ms/step >38, 23/693, d1=0.393, d2=0.376 g=2.511 2/2 [==============================] - 0s 13ms/step >38, 24/693, d1=0.411, d2=0.381 g=2.283 2/2 [==============================] - 0s 12ms/step >38, 25/693, d1=0.348, d2=0.417 g=3.108 2/2 [==============================] - 0s 14ms/step >38, 26/693, d1=0.580, d2=0.330 g=4.158 2/2 [==============================] - 0s 12ms/step >38, 27/693, d1=0.497, d2=0.521 g=3.010 2/2 [==============================] - 0s 15ms/step >38, 28/693, d1=0.332, d2=0.269 g=2.455 2/2 [==============================] - 0s 12ms/step >38, 29/693, d1=0.333, d2=0.353 g=3.773 2/2 [==============================] - 0s 14ms/step >38, 30/693, d1=0.284, d2=0.430 g=3.896 2/2 [==============================] - 0s 13ms/step >38, 31/693, d1=0.435, d2=0.197 g=5.081 2/2 [==============================] - 0s 13ms/step >38, 32/693, d1=0.441, d2=0.439 g=2.806 2/2 [==============================] - 0s 14ms/step >38, 33/693, d1=0.418, d2=0.373 g=3.239 2/2 [==============================] - 0s 13ms/step >38, 34/693, d1=0.369, d2=0.304 g=3.008 2/2 [==============================] - 0s 14ms/step >38, 35/693, d1=0.338, d2=0.368 g=3.113 2/2 [==============================] - 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0s 13ms/step >38, 58/693, d1=0.504, d2=0.231 g=3.499 2/2 [==============================] - 0s 13ms/step >38, 59/693, d1=0.434, d2=0.392 g=3.298 2/2 [==============================] - 0s 13ms/step >38, 60/693, d1=0.397, d2=0.390 g=2.801 2/2 [==============================] - 0s 13ms/step >38, 61/693, d1=0.375, d2=0.278 g=3.366 2/2 [==============================] - 0s 13ms/step >38, 62/693, d1=0.388, d2=0.291 g=3.431 2/2 [==============================] - 0s 12ms/step >38, 63/693, d1=0.424, d2=0.395 g=3.989 2/2 [==============================] - 0s 12ms/step >38, 64/693, d1=0.407, d2=0.284 g=4.481 2/2 [==============================] - 0s 13ms/step >38, 65/693, d1=0.311, d2=0.354 g=4.051 2/2 [==============================] - 0s 13ms/step >38, 66/693, d1=0.330, d2=0.391 g=4.077 2/2 [==============================] - 0s 14ms/step >38, 67/693, d1=0.379, d2=0.300 g=3.167 2/2 [==============================] - 0s 12ms/step >38, 68/693, d1=0.403, d2=0.354 g=4.499 2/2 [==============================] - 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0s 12ms/step >38, 91/693, d1=0.381, d2=0.296 g=2.407 2/2 [==============================] - 0s 14ms/step >38, 92/693, d1=0.524, d2=0.297 g=2.611 2/2 [==============================] - 0s 13ms/step >38, 93/693, d1=0.398, d2=0.455 g=3.190 2/2 [==============================] - 0s 13ms/step >38, 94/693, d1=0.367, d2=0.291 g=3.077 2/2 [==============================] - 0s 14ms/step >38, 95/693, d1=0.462, d2=0.358 g=3.875 2/2 [==============================] - 0s 13ms/step >38, 96/693, d1=0.401, d2=0.316 g=3.647 2/2 [==============================] - 0s 13ms/step >38, 97/693, d1=0.357, d2=0.305 g=2.881 2/2 [==============================] - 0s 14ms/step >38, 98/693, d1=0.373, d2=0.313 g=3.518 2/2 [==============================] - 0s 13ms/step >38, 99/693, d1=0.470, d2=0.335 g=2.781 2/2 [==============================] - 0s 13ms/step >38, 100/693, d1=0.431, d2=0.429 g=2.976 2/2 [==============================] - 0s 13ms/step >38, 101/693, d1=0.470, d2=0.336 g=3.623 2/2 [==============================] - 0s 13ms/step >38, 102/693, d1=0.326, d2=0.398 g=3.113 2/2 [==============================] - 0s 14ms/step >38, 103/693, d1=0.495, d2=0.377 g=2.657 2/2 [==============================] - 0s 14ms/step >38, 104/693, d1=0.423, d2=0.395 g=2.702 2/2 [==============================] - 0s 12ms/step >38, 105/693, d1=0.420, d2=0.367 g=2.944 2/2 [==============================] - 0s 14ms/step >38, 106/693, d1=0.460, d2=0.439 g=3.206 2/2 [==============================] - 0s 14ms/step >38, 107/693, d1=0.284, d2=0.333 g=3.072 2/2 [==============================] - 0s 16ms/step >38, 108/693, d1=0.438, d2=0.364 g=2.739 2/2 [==============================] - 0s 13ms/step >38, 109/693, d1=0.420, d2=0.355 g=3.164 2/2 [==============================] - 0s 15ms/step >38, 110/693, d1=0.445, d2=0.278 g=3.278 2/2 [==============================] - 0s 12ms/step >38, 111/693, d1=0.393, d2=0.345 g=3.308 2/2 [==============================] - 0s 14ms/step >38, 112/693, d1=0.493, d2=0.386 g=2.766 2/2 [==============================] - 0s 14ms/step >38, 113/693, d1=0.413, d2=0.400 g=3.975 2/2 [==============================] - 0s 13ms/step >38, 114/693, d1=0.447, d2=0.356 g=3.881 2/2 [==============================] - 0s 14ms/step >38, 115/693, d1=0.420, d2=0.425 g=2.025 2/2 [==============================] - 0s 12ms/step >38, 116/693, d1=0.441, d2=0.393 g=4.246 2/2 [==============================] - 0s 14ms/step >38, 117/693, d1=0.544, d2=0.377 g=2.688 2/2 [==============================] - 0s 13ms/step >38, 118/693, d1=0.358, d2=0.454 g=3.443 2/2 [==============================] - 0s 14ms/step >38, 119/693, d1=0.309, d2=0.336 g=2.155 2/2 [==============================] - 0s 12ms/step >38, 120/693, d1=0.451, d2=0.308 g=3.568 2/2 [==============================] - 0s 14ms/step >38, 121/693, d1=0.444, d2=0.328 g=2.881 2/2 [==============================] - 0s 14ms/step >38, 122/693, d1=0.555, d2=0.284 g=3.543 2/2 [==============================] - 0s 15ms/step >38, 123/693, d1=0.287, d2=0.337 g=3.013 2/2 [==============================] - 0s 15ms/step >38, 124/693, d1=0.421, d2=0.375 g=3.456 2/2 [==============================] - 0s 13ms/step >38, 125/693, d1=0.467, d2=0.346 g=3.235 2/2 [==============================] - 0s 12ms/step >38, 126/693, d1=0.386, d2=0.322 g=2.949 2/2 [==============================] - 0s 13ms/step >38, 127/693, d1=0.344, d2=0.280 g=2.791 2/2 [==============================] - 0s 12ms/step >38, 128/693, d1=0.291, d2=0.237 g=3.847 2/2 [==============================] - 0s 14ms/step >38, 129/693, d1=0.286, d2=0.346 g=3.377 2/2 [==============================] - 0s 14ms/step >38, 130/693, d1=0.504, d2=0.357 g=2.279 2/2 [==============================] - 0s 13ms/step >38, 131/693, d1=0.466, d2=0.276 g=2.668 2/2 [==============================] - 0s 14ms/step >38, 132/693, d1=0.404, d2=0.607 g=4.420 2/2 [==============================] - 0s 14ms/step >38, 133/693, d1=0.419, d2=0.268 g=3.080 2/2 [==============================] - 0s 14ms/step >38, 134/693, d1=0.522, d2=0.262 g=3.530 2/2 [==============================] - 0s 12ms/step >38, 135/693, d1=0.246, d2=0.375 g=3.880 2/2 [==============================] - 0s 13ms/step >38, 136/693, d1=0.473, d2=0.286 g=3.593 2/2 [==============================] - 0s 14ms/step >38, 137/693, d1=0.508, d2=0.392 g=2.481 2/2 [==============================] - 0s 14ms/step >38, 138/693, d1=0.428, d2=0.466 g=4.276 2/2 [==============================] - 0s 13ms/step >38, 139/693, d1=0.542, d2=0.264 g=2.946 2/2 [==============================] - 0s 14ms/step >38, 140/693, d1=0.381, d2=0.427 g=2.801 2/2 [==============================] - 0s 15ms/step >38, 141/693, d1=0.427, d2=0.312 g=2.761 2/2 [==============================] - 0s 13ms/step >38, 142/693, d1=0.401, d2=0.461 g=4.475 2/2 [==============================] - 0s 13ms/step >38, 143/693, d1=0.349, d2=0.391 g=3.173 2/2 [==============================] - 0s 13ms/step >38, 144/693, d1=0.375, d2=0.341 g=3.295 2/2 [==============================] - 0s 14ms/step >38, 145/693, d1=0.425, d2=0.340 g=3.588 2/2 [==============================] - 0s 14ms/step >38, 146/693, d1=0.406, d2=0.374 g=2.973 2/2 [==============================] - 0s 13ms/step >38, 147/693, d1=0.422, d2=0.254 g=3.575 2/2 [==============================] - 0s 12ms/step >38, 148/693, d1=0.479, d2=0.409 g=3.098 2/2 [==============================] - 0s 11ms/step >38, 149/693, d1=0.382, d2=0.435 g=3.628 2/2 [==============================] - 0s 15ms/step >38, 150/693, d1=0.431, d2=0.293 g=2.430 2/2 [==============================] - 0s 14ms/step >38, 151/693, d1=0.445, d2=0.360 g=3.552 2/2 [==============================] - 0s 13ms/step >38, 152/693, d1=0.528, d2=0.466 g=3.237 2/2 [==============================] - 0s 12ms/step >38, 153/693, d1=0.492, d2=0.376 g=2.661 2/2 [==============================] - 0s 11ms/step >38, 154/693, d1=0.294, d2=0.377 g=2.765 2/2 [==============================] - 0s 13ms/step >38, 155/693, d1=0.453, d2=0.309 g=3.324 2/2 [==============================] - 0s 15ms/step >38, 156/693, d1=0.428, d2=0.441 g=3.066 2/2 [==============================] - 0s 12ms/step >38, 157/693, d1=0.389, d2=0.276 g=2.906 2/2 [==============================] - 0s 13ms/step >38, 158/693, d1=0.519, d2=0.628 g=2.788 2/2 [==============================] - 0s 14ms/step >38, 159/693, d1=0.442, d2=0.363 g=2.896 2/2 [==============================] - 0s 14ms/step >38, 160/693, d1=0.453, d2=0.296 g=3.214 2/2 [==============================] - 0s 14ms/step >38, 161/693, d1=0.517, d2=0.421 g=3.491 2/2 [==============================] - 0s 12ms/step >38, 162/693, d1=0.410, d2=0.393 g=4.285 2/2 [==============================] - 0s 13ms/step >38, 163/693, d1=0.370, d2=0.399 g=3.828 2/2 [==============================] - 0s 12ms/step >38, 164/693, d1=0.338, d2=0.348 g=3.547 2/2 [==============================] - 0s 13ms/step >38, 165/693, d1=0.402, d2=0.363 g=3.404 2/2 [==============================] - 0s 13ms/step >38, 166/693, d1=0.491, d2=0.404 g=2.798 2/2 [==============================] - 0s 12ms/step >38, 167/693, d1=0.364, d2=0.307 g=3.167 2/2 [==============================] - 0s 14ms/step >38, 168/693, d1=0.357, d2=0.398 g=3.699 2/2 [==============================] - 0s 13ms/step >38, 169/693, d1=0.532, d2=0.323 g=3.690 2/2 [==============================] - 0s 12ms/step >38, 170/693, d1=0.385, d2=0.381 g=3.295 2/2 [==============================] - 0s 13ms/step >38, 171/693, d1=0.342, d2=0.423 g=2.805 2/2 [==============================] - 0s 12ms/step >38, 172/693, d1=0.344, d2=0.238 g=2.046 2/2 [==============================] - 0s 13ms/step >38, 173/693, d1=0.538, d2=0.312 g=2.459 2/2 [==============================] - 0s 13ms/step >38, 174/693, d1=0.517, d2=0.308 g=2.875 2/2 [==============================] - 0s 13ms/step >38, 175/693, d1=0.444, d2=0.455 g=2.115 2/2 [==============================] - 0s 14ms/step >38, 176/693, d1=0.271, d2=0.503 g=2.869 2/2 [==============================] - 0s 14ms/step >38, 177/693, d1=0.505, d2=0.253 g=3.684 2/2 [==============================] - 0s 15ms/step >38, 178/693, d1=0.442, d2=0.330 g=4.030 2/2 [==============================] - 0s 12ms/step >38, 179/693, d1=0.350, d2=0.394 g=3.807 2/2 [==============================] - 0s 15ms/step >38, 180/693, d1=0.270, d2=0.282 g=3.499 2/2 [==============================] - 0s 14ms/step >38, 181/693, d1=0.535, d2=0.385 g=4.081 2/2 [==============================] - 0s 13ms/step >38, 182/693, d1=0.475, d2=0.389 g=3.911 2/2 [==============================] - 0s 13ms/step >38, 183/693, d1=0.492, d2=0.292 g=4.291 2/2 [==============================] - 0s 11ms/step >38, 184/693, d1=0.453, d2=0.314 g=3.176 2/2 [==============================] - 0s 13ms/step >38, 185/693, d1=0.436, d2=0.290 g=2.712 2/2 [==============================] - 0s 11ms/step >38, 186/693, d1=0.395, d2=0.373 g=2.060 2/2 [==============================] - 0s 12ms/step >38, 187/693, d1=0.388, d2=0.428 g=2.783 2/2 [==============================] - 0s 15ms/step >38, 188/693, d1=0.436, d2=0.450 g=3.163 2/2 [==============================] - 0s 13ms/step >38, 189/693, d1=0.348, d2=0.440 g=3.887 2/2 [==============================] - 0s 15ms/step >38, 190/693, d1=0.396, d2=0.332 g=3.900 2/2 [==============================] - 0s 14ms/step >38, 191/693, d1=0.286, d2=0.355 g=4.112 2/2 [==============================] - 0s 14ms/step >38, 192/693, d1=0.423, d2=0.243 g=3.031 2/2 [==============================] - 0s 12ms/step >38, 193/693, d1=0.498, d2=0.442 g=3.069 2/2 [==============================] - 0s 13ms/step >38, 194/693, d1=0.533, d2=0.339 g=2.782 2/2 [==============================] - 0s 13ms/step >38, 195/693, d1=0.405, d2=0.245 g=3.045 2/2 [==============================] - 0s 15ms/step >38, 196/693, d1=0.445, d2=0.451 g=3.738 2/2 [==============================] - 0s 15ms/step >38, 197/693, d1=0.414, d2=0.328 g=3.337 2/2 [==============================] - 0s 11ms/step >38, 198/693, d1=0.431, d2=0.498 g=3.452 2/2 [==============================] - 0s 12ms/step >38, 199/693, d1=0.358, d2=0.289 g=3.464 2/2 [==============================] - 0s 13ms/step >38, 200/693, d1=0.500, d2=0.283 g=3.152 2/2 [==============================] - 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0s 14ms/step >38, 223/693, d1=0.457, d2=0.296 g=3.800 2/2 [==============================] - 0s 15ms/step >38, 224/693, d1=0.453, d2=0.377 g=2.969 2/2 [==============================] - 0s 15ms/step >38, 225/693, d1=0.362, d2=0.340 g=2.543 2/2 [==============================] - 0s 14ms/step >38, 226/693, d1=0.456, d2=0.403 g=2.960 2/2 [==============================] - 0s 14ms/step >38, 227/693, d1=0.302, d2=0.423 g=3.469 2/2 [==============================] - 0s 15ms/step >38, 228/693, d1=0.415, d2=0.269 g=4.573 2/2 [==============================] - 0s 12ms/step >38, 229/693, d1=0.566, d2=0.336 g=3.626 2/2 [==============================] - 0s 14ms/step >38, 230/693, d1=0.440, d2=0.333 g=3.608 2/2 [==============================] - 0s 14ms/step >38, 231/693, d1=0.338, d2=0.389 g=2.289 2/2 [==============================] - 0s 15ms/step >38, 232/693, d1=0.339, d2=0.389 g=2.999 2/2 [==============================] - 0s 15ms/step >38, 233/693, d1=0.450, d2=0.299 g=3.321 2/2 [==============================] - 0s 13ms/step >38, 234/693, d1=0.619, d2=0.231 g=2.933 2/2 [==============================] - 0s 13ms/step >38, 235/693, d1=0.322, d2=0.465 g=2.603 2/2 [==============================] - 0s 13ms/step >38, 236/693, d1=0.327, d2=0.578 g=3.447 2/2 [==============================] - 0s 13ms/step >38, 237/693, d1=0.537, d2=0.304 g=2.839 2/2 [==============================] - 0s 15ms/step >38, 238/693, d1=0.429, d2=0.210 g=3.257 2/2 [==============================] - 0s 15ms/step >38, 239/693, d1=0.299, d2=0.413 g=4.416 2/2 [==============================] - 0s 12ms/step >38, 240/693, d1=0.562, d2=0.359 g=2.991 2/2 [==============================] - 0s 15ms/step >38, 241/693, d1=0.391, d2=0.481 g=3.783 2/2 [==============================] - 0s 14ms/step >38, 242/693, d1=0.453, d2=0.302 g=3.086 2/2 [==============================] - 0s 13ms/step >38, 243/693, d1=0.555, d2=0.325 g=2.558 2/2 [==============================] - 0s 13ms/step >38, 244/693, d1=0.511, d2=0.402 g=2.078 2/2 [==============================] - 0s 12ms/step >38, 245/693, d1=0.157, d2=0.292 g=3.664 2/2 [==============================] - 0s 13ms/step >38, 246/693, d1=0.381, d2=0.300 g=3.400 2/2 [==============================] - 0s 14ms/step >38, 247/693, d1=0.390, d2=0.375 g=3.518 2/2 [==============================] - 0s 14ms/step >38, 248/693, d1=0.525, d2=0.300 g=4.012 2/2 [==============================] - 0s 14ms/step >38, 249/693, d1=0.460, d2=0.446 g=3.290 2/2 [==============================] - 0s 15ms/step >38, 250/693, d1=0.419, d2=0.404 g=2.538 2/2 [==============================] - 0s 12ms/step >38, 251/693, d1=0.332, d2=0.325 g=3.241 2/2 [==============================] - 0s 13ms/step >38, 252/693, d1=0.311, d2=0.316 g=4.161 2/2 [==============================] - 0s 13ms/step >38, 253/693, d1=0.450, d2=0.304 g=3.775 2/2 [==============================] - 0s 13ms/step >38, 254/693, d1=0.345, d2=0.301 g=4.662 2/2 [==============================] - 0s 15ms/step >38, 255/693, d1=0.620, d2=0.374 g=2.161 2/2 [==============================] - 0s 13ms/step >38, 256/693, d1=0.422, d2=0.336 g=4.675 2/2 [==============================] - 0s 14ms/step >38, 257/693, d1=0.423, d2=0.311 g=3.692 2/2 [==============================] - 0s 14ms/step >38, 258/693, d1=0.324, d2=0.402 g=3.431 2/2 [==============================] - 0s 14ms/step >38, 259/693, d1=0.420, d2=0.433 g=2.743 2/2 [==============================] - 0s 12ms/step >38, 260/693, d1=0.444, d2=0.307 g=4.501 2/2 [==============================] - 0s 13ms/step >38, 261/693, d1=0.402, d2=0.338 g=3.077 2/2 [==============================] - 0s 14ms/step >38, 262/693, d1=0.419, d2=0.471 g=3.952 2/2 [==============================] - 0s 14ms/step >38, 263/693, d1=0.465, d2=0.247 g=2.944 2/2 [==============================] - 0s 13ms/step >38, 264/693, d1=0.301, d2=0.367 g=3.511 2/2 [==============================] - 0s 12ms/step >38, 265/693, d1=0.332, d2=0.363 g=4.085 2/2 [==============================] - 0s 18ms/step >38, 266/693, d1=0.486, d2=0.230 g=2.963 2/2 [==============================] - 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0s 13ms/step >38, 289/693, d1=0.462, d2=0.258 g=2.924 2/2 [==============================] - 0s 13ms/step >38, 290/693, d1=0.375, d2=0.313 g=3.218 2/2 [==============================] - 0s 12ms/step >38, 291/693, d1=0.323, d2=0.363 g=2.584 2/2 [==============================] - 0s 13ms/step >38, 292/693, d1=0.506, d2=0.281 g=2.343 2/2 [==============================] - 0s 14ms/step >38, 293/693, d1=0.428, d2=0.372 g=2.965 2/2 [==============================] - 0s 13ms/step >38, 294/693, d1=0.356, d2=0.308 g=3.956 2/2 [==============================] - 0s 11ms/step >38, 295/693, d1=0.326, d2=0.392 g=3.065 2/2 [==============================] - 0s 14ms/step >38, 296/693, d1=0.526, d2=0.391 g=2.468 2/2 [==============================] - 0s 13ms/step >38, 297/693, d1=0.573, d2=0.397 g=3.252 2/2 [==============================] - 0s 12ms/step >38, 298/693, d1=0.387, d2=0.288 g=2.802 2/2 [==============================] - 0s 13ms/step >38, 299/693, d1=0.281, d2=0.355 g=3.310 2/2 [==============================] - 0s 14ms/step >38, 300/693, d1=0.348, d2=0.342 g=3.517 2/2 [==============================] - 0s 11ms/step >38, 301/693, d1=0.502, d2=0.432 g=4.243 2/2 [==============================] - 0s 14ms/step >38, 302/693, d1=0.464, d2=0.327 g=2.433 2/2 [==============================] - 0s 23ms/step >38, 303/693, d1=0.366, d2=0.381 g=3.106 2/2 [==============================] - 0s 14ms/step >38, 304/693, d1=0.512, d2=0.318 g=3.259 2/2 [==============================] - 0s 15ms/step >38, 305/693, d1=0.354, d2=0.420 g=2.200 2/2 [==============================] - 0s 13ms/step >38, 306/693, d1=0.376, d2=0.324 g=3.059 2/2 [==============================] - 0s 13ms/step >38, 307/693, d1=0.321, d2=0.260 g=2.427 2/2 [==============================] - 0s 14ms/step >38, 308/693, d1=0.503, d2=0.452 g=3.142 2/2 [==============================] - 0s 14ms/step >38, 309/693, d1=0.343, d2=0.368 g=2.837 2/2 [==============================] - 0s 13ms/step >38, 310/693, d1=0.556, d2=0.240 g=2.433 2/2 [==============================] - 0s 14ms/step >38, 311/693, d1=0.491, d2=0.470 g=3.545 2/2 [==============================] - 0s 14ms/step >38, 312/693, d1=0.345, d2=0.276 g=3.635 2/2 [==============================] - 0s 13ms/step >38, 313/693, d1=0.442, d2=0.369 g=3.329 2/2 [==============================] - 0s 14ms/step >38, 314/693, d1=0.530, d2=0.388 g=3.157 2/2 [==============================] - 0s 14ms/step >38, 315/693, d1=0.241, d2=0.258 g=3.232 2/2 [==============================] - 0s 16ms/step >38, 316/693, d1=0.396, d2=0.383 g=3.447 2/2 [==============================] - 0s 14ms/step >38, 317/693, d1=0.414, d2=0.460 g=3.646 2/2 [==============================] - 0s 15ms/step >38, 318/693, d1=0.361, d2=0.336 g=4.737 2/2 [==============================] - 0s 14ms/step >38, 319/693, d1=0.502, d2=0.256 g=3.113 2/2 [==============================] - 0s 13ms/step >38, 320/693, d1=0.532, d2=0.375 g=2.497 2/2 [==============================] - 0s 13ms/step >38, 321/693, d1=0.272, d2=0.423 g=2.802 2/2 [==============================] - 0s 13ms/step >38, 322/693, d1=0.329, d2=0.315 g=3.587 2/2 [==============================] - 0s 13ms/step >38, 323/693, d1=0.343, d2=0.320 g=3.949 2/2 [==============================] - 0s 14ms/step >38, 324/693, d1=0.532, d2=0.324 g=3.011 2/2 [==============================] - 0s 12ms/step >38, 325/693, d1=0.338, d2=0.433 g=3.510 2/2 [==============================] - 0s 14ms/step >38, 326/693, d1=0.325, d2=0.355 g=3.215 2/2 [==============================] - 0s 13ms/step >38, 327/693, d1=0.637, d2=0.305 g=2.816 2/2 [==============================] - 0s 13ms/step >38, 328/693, d1=0.363, d2=0.284 g=3.555 2/2 [==============================] - 0s 13ms/step >38, 329/693, d1=0.501, d2=0.376 g=2.762 2/2 [==============================] - 0s 13ms/step >38, 330/693, d1=0.331, d2=0.412 g=4.053 2/2 [==============================] - 0s 12ms/step >38, 331/693, d1=0.312, d2=0.227 g=2.719 2/2 [==============================] - 0s 13ms/step >38, 332/693, d1=0.440, d2=0.387 g=2.049 2/2 [==============================] - 0s 12ms/step >38, 333/693, d1=0.525, d2=0.348 g=3.022 2/2 [==============================] - 0s 14ms/step >38, 334/693, d1=0.314, d2=0.394 g=2.722 2/2 [==============================] - 0s 12ms/step >38, 335/693, d1=0.453, d2=0.346 g=3.007 2/2 [==============================] - 0s 11ms/step >38, 336/693, d1=0.492, d2=0.287 g=2.736 2/2 [==============================] - 0s 15ms/step >38, 337/693, d1=0.464, d2=0.404 g=3.740 2/2 [==============================] - 0s 14ms/step >38, 338/693, d1=0.260, d2=0.421 g=3.801 2/2 [==============================] - 0s 14ms/step >38, 339/693, d1=0.351, d2=0.365 g=4.309 2/2 [==============================] - 0s 14ms/step >38, 340/693, d1=0.453, d2=0.301 g=2.974 2/2 [==============================] - 0s 14ms/step >38, 341/693, d1=0.395, d2=0.350 g=3.109 2/2 [==============================] - 0s 13ms/step >38, 342/693, d1=0.463, d2=0.326 g=4.399 2/2 [==============================] - 0s 12ms/step >38, 343/693, d1=0.409, d2=0.522 g=2.297 2/2 [==============================] - 0s 14ms/step >38, 344/693, d1=0.409, d2=0.404 g=2.470 2/2 [==============================] - 0s 11ms/step >38, 345/693, d1=0.538, d2=0.331 g=3.179 2/2 [==============================] - 0s 14ms/step >38, 346/693, d1=0.370, d2=0.293 g=3.466 2/2 [==============================] - 0s 14ms/step >38, 347/693, d1=0.554, d2=0.223 g=2.735 2/2 [==============================] - 0s 13ms/step >38, 348/693, d1=0.287, d2=0.413 g=3.561 2/2 [==============================] - 0s 15ms/step >38, 349/693, d1=0.366, d2=0.314 g=2.953 2/2 [==============================] - 0s 13ms/step >38, 350/693, d1=0.363, d2=0.542 g=3.351 2/2 [==============================] - 0s 12ms/step >38, 351/693, d1=0.431, d2=0.261 g=3.292 2/2 [==============================] - 0s 14ms/step >38, 352/693, d1=0.417, d2=0.391 g=2.843 2/2 [==============================] - 0s 14ms/step >38, 353/693, d1=0.404, d2=0.269 g=2.893 2/2 [==============================] - 0s 13ms/step >38, 354/693, d1=0.498, d2=0.359 g=3.391 2/2 [==============================] - 0s 13ms/step >38, 355/693, d1=0.384, d2=0.374 g=2.390 2/2 [==============================] - 0s 13ms/step >38, 356/693, d1=0.343, d2=0.315 g=3.755 2/2 [==============================] - 0s 15ms/step >38, 357/693, d1=0.205, d2=0.340 g=3.326 2/2 [==============================] - 0s 13ms/step >38, 358/693, d1=0.400, d2=0.361 g=3.798 2/2 [==============================] - 0s 13ms/step >38, 359/693, d1=0.592, d2=0.266 g=2.848 2/2 [==============================] - 0s 13ms/step >38, 360/693, d1=0.399, d2=0.312 g=2.310 2/2 [==============================] - 0s 13ms/step >38, 361/693, d1=0.410, d2=0.387 g=3.388 2/2 [==============================] - 0s 14ms/step >38, 362/693, d1=0.438, d2=0.350 g=3.191 2/2 [==============================] - 0s 13ms/step >38, 363/693, d1=0.341, d2=0.416 g=3.339 2/2 [==============================] - 0s 13ms/step >38, 364/693, d1=0.396, d2=0.287 g=2.672 2/2 [==============================] - 0s 14ms/step >38, 365/693, d1=0.444, d2=0.321 g=2.781 2/2 [==============================] - 0s 13ms/step >38, 366/693, d1=0.288, d2=0.234 g=3.068 2/2 [==============================] - 0s 14ms/step >38, 367/693, d1=0.260, d2=0.274 g=2.958 2/2 [==============================] - 0s 13ms/step >38, 368/693, d1=0.346, d2=0.252 g=5.058 2/2 [==============================] - 0s 16ms/step >38, 369/693, d1=0.526, d2=0.419 g=4.180 2/2 [==============================] - 0s 14ms/step >38, 370/693, d1=0.309, d2=0.327 g=4.380 2/2 [==============================] - 0s 14ms/step >38, 371/693, d1=0.468, d2=0.386 g=3.848 2/2 [==============================] - 0s 13ms/step >38, 372/693, d1=0.571, d2=0.344 g=3.076 2/2 [==============================] - 0s 13ms/step >38, 373/693, d1=0.376, d2=0.411 g=3.043 2/2 [==============================] - 0s 13ms/step >38, 374/693, d1=0.394, d2=0.419 g=4.485 2/2 [==============================] - 0s 12ms/step >38, 375/693, d1=0.625, d2=0.260 g=2.339 2/2 [==============================] - 0s 13ms/step >38, 376/693, d1=0.374, d2=0.529 g=3.160 2/2 [==============================] - 0s 13ms/step >38, 377/693, d1=0.433, d2=0.350 g=2.417 2/2 [==============================] - 0s 12ms/step >38, 378/693, d1=0.460, d2=0.358 g=2.414 2/2 [==============================] - 0s 14ms/step >38, 379/693, d1=0.286, d2=0.312 g=2.766 2/2 [==============================] - 0s 12ms/step >38, 380/693, d1=0.309, d2=0.353 g=3.489 2/2 [==============================] - 0s 13ms/step >38, 381/693, d1=0.359, d2=0.354 g=3.309 2/2 [==============================] - 0s 14ms/step >38, 382/693, d1=0.412, d2=0.308 g=3.157 2/2 [==============================] - 0s 14ms/step >38, 383/693, d1=0.563, d2=0.356 g=2.279 2/2 [==============================] - 0s 14ms/step >38, 384/693, d1=0.433, d2=0.309 g=3.764 2/2 [==============================] - 0s 14ms/step >38, 385/693, d1=0.303, d2=0.267 g=3.380 2/2 [==============================] - 0s 11ms/step >38, 386/693, d1=0.419, d2=0.307 g=4.146 2/2 [==============================] - 0s 12ms/step >38, 387/693, d1=0.287, d2=0.318 g=2.678 2/2 [==============================] - 0s 14ms/step >38, 388/693, d1=0.375, d2=0.266 g=3.649 2/2 [==============================] - 0s 13ms/step >38, 389/693, d1=0.492, d2=0.418 g=3.198 2/2 [==============================] - 0s 12ms/step >38, 390/693, d1=0.348, d2=0.352 g=4.785 2/2 [==============================] - 0s 14ms/step >38, 391/693, d1=0.400, d2=0.222 g=3.463 2/2 [==============================] - 0s 13ms/step >38, 392/693, d1=0.446, d2=0.286 g=3.055 2/2 [==============================] - 0s 15ms/step >38, 393/693, d1=0.417, d2=0.393 g=2.321 2/2 [==============================] - 0s 12ms/step >38, 394/693, d1=0.366, d2=0.357 g=3.320 2/2 [==============================] - 0s 14ms/step >38, 395/693, d1=0.319, d2=0.317 g=3.215 2/2 [==============================] - 0s 12ms/step >38, 396/693, d1=0.431, d2=0.409 g=3.296 2/2 [==============================] - 0s 14ms/step >38, 397/693, d1=0.468, d2=0.341 g=2.726 2/2 [==============================] - 0s 13ms/step >38, 398/693, d1=0.243, d2=0.285 g=4.030 2/2 [==============================] - 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0s 12ms/step >38, 432/693, d1=0.366, d2=0.292 g=5.290 2/2 [==============================] - 0s 11ms/step >38, 433/693, d1=0.404, d2=0.440 g=3.651 2/2 [==============================] - 0s 15ms/step >38, 434/693, d1=0.442, d2=0.316 g=4.111 2/2 [==============================] - 0s 14ms/step >38, 435/693, d1=0.407, d2=0.253 g=2.772 2/2 [==============================] - 0s 13ms/step >38, 436/693, d1=0.333, d2=0.339 g=4.401 2/2 [==============================] - 0s 12ms/step >38, 437/693, d1=0.353, d2=0.218 g=5.999 2/2 [==============================] - 0s 12ms/step >38, 438/693, d1=0.266, d2=0.405 g=3.204 2/2 [==============================] - 0s 13ms/step >38, 439/693, d1=0.326, d2=0.154 g=3.161 2/2 [==============================] - 0s 13ms/step >38, 440/693, d1=0.356, d2=0.292 g=5.191 2/2 [==============================] - 0s 15ms/step >38, 441/693, d1=0.342, d2=0.270 g=5.641 2/2 [==============================] - 0s 12ms/step >38, 442/693, d1=0.328, d2=0.226 g=3.520 2/2 [==============================] - 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0s 14ms/step >38, 487/693, d1=0.230, d2=0.323 g=3.275 2/2 [==============================] - 0s 14ms/step >38, 488/693, d1=0.311, d2=0.216 g=2.814 2/2 [==============================] - 0s 12ms/step >38, 489/693, d1=0.396, d2=0.382 g=3.135 2/2 [==============================] - 0s 12ms/step >38, 490/693, d1=0.277, d2=0.221 g=3.571 2/2 [==============================] - 0s 12ms/step >38, 491/693, d1=0.503, d2=0.256 g=3.278 2/2 [==============================] - 0s 13ms/step >38, 492/693, d1=0.291, d2=0.370 g=3.918 2/2 [==============================] - 0s 15ms/step >38, 493/693, d1=0.567, d2=0.300 g=3.201 2/2 [==============================] - 0s 12ms/step >38, 494/693, d1=0.460, d2=0.272 g=3.901 2/2 [==============================] - 0s 13ms/step >38, 495/693, d1=0.345, d2=0.410 g=2.922 2/2 [==============================] - 0s 13ms/step >38, 496/693, d1=0.443, d2=0.237 g=3.797 2/2 [==============================] - 0s 14ms/step >38, 497/693, d1=0.408, d2=0.495 g=2.472 2/2 [==============================] - 0s 14ms/step >38, 498/693, d1=0.353, d2=0.352 g=2.473 2/2 [==============================] - 0s 14ms/step >38, 499/693, d1=0.312, d2=0.369 g=3.087 2/2 [==============================] - 0s 12ms/step >38, 500/693, d1=0.477, d2=0.317 g=4.061 2/2 [==============================] - 0s 15ms/step >38, 501/693, d1=0.223, d2=0.335 g=3.757 2/2 [==============================] - 0s 12ms/step >38, 502/693, d1=0.392, d2=0.314 g=2.538 2/2 [==============================] - 0s 14ms/step >38, 503/693, d1=0.460, d2=0.346 g=2.793 2/2 [==============================] - 0s 15ms/step >38, 504/693, d1=0.404, d2=0.346 g=2.760 2/2 [==============================] - 0s 14ms/step >38, 505/693, d1=0.356, d2=0.335 g=3.208 2/2 [==============================] - 0s 14ms/step >38, 506/693, d1=0.310, d2=0.282 g=3.404 2/2 [==============================] - 0s 12ms/step >38, 507/693, d1=0.508, d2=0.346 g=2.160 2/2 [==============================] - 0s 14ms/step >38, 508/693, d1=0.475, d2=0.388 g=2.885 2/2 [==============================] - 0s 11ms/step >38, 509/693, d1=0.383, d2=0.400 g=3.118 2/2 [==============================] - 0s 14ms/step >38, 510/693, d1=0.353, d2=0.342 g=3.525 2/2 [==============================] - 0s 14ms/step >38, 511/693, d1=0.409, d2=0.302 g=4.313 2/2 [==============================] - 0s 14ms/step >38, 512/693, d1=0.397, d2=0.283 g=2.802 2/2 [==============================] - 0s 14ms/step >38, 513/693, d1=0.386, d2=0.409 g=3.688 2/2 [==============================] - 0s 11ms/step >38, 514/693, d1=0.414, d2=0.330 g=3.859 2/2 [==============================] - 0s 14ms/step >38, 515/693, d1=0.470, d2=0.311 g=3.931 2/2 [==============================] - 0s 15ms/step >38, 516/693, d1=0.490, d2=0.394 g=3.448 2/2 [==============================] - 0s 14ms/step >38, 517/693, d1=0.417, d2=0.403 g=4.116 2/2 [==============================] - 0s 15ms/step >38, 518/693, d1=0.255, d2=0.259 g=2.694 2/2 [==============================] - 0s 13ms/step >38, 519/693, d1=0.420, d2=0.326 g=4.051 2/2 [==============================] - 0s 14ms/step >38, 520/693, d1=0.449, d2=0.320 g=3.935 2/2 [==============================] - 0s 12ms/step >38, 521/693, d1=0.490, d2=0.355 g=2.443 2/2 [==============================] - 0s 14ms/step >38, 522/693, d1=0.400, d2=0.443 g=3.456 2/2 [==============================] - 0s 12ms/step >38, 523/693, d1=0.334, d2=0.319 g=2.585 2/2 [==============================] - 0s 13ms/step >38, 524/693, d1=0.528, d2=0.258 g=2.240 2/2 [==============================] - 0s 14ms/step >38, 525/693, d1=0.399, d2=0.354 g=2.212 2/2 [==============================] - 0s 14ms/step >38, 526/693, d1=0.476, d2=0.330 g=2.978 2/2 [==============================] - 0s 12ms/step >38, 527/693, d1=0.381, d2=0.431 g=3.970 2/2 [==============================] - 0s 12ms/step >38, 528/693, d1=0.388, d2=0.446 g=3.885 2/2 [==============================] - 0s 13ms/step >38, 529/693, d1=0.464, d2=0.328 g=4.039 2/2 [==============================] - 0s 14ms/step >38, 530/693, d1=0.569, d2=0.381 g=2.766 2/2 [==============================] - 0s 13ms/step >38, 531/693, d1=0.534, d2=0.364 g=3.390 2/2 [==============================] - 0s 13ms/step >38, 532/693, d1=0.344, d2=0.419 g=3.105 2/2 [==============================] - 0s 14ms/step >38, 533/693, d1=0.400, d2=0.255 g=3.746 2/2 [==============================] - 0s 14ms/step >38, 534/693, d1=0.365, d2=0.296 g=3.613 2/2 [==============================] - 0s 13ms/step >38, 535/693, d1=0.294, d2=0.348 g=3.026 2/2 [==============================] - 0s 13ms/step >38, 536/693, d1=0.239, d2=0.416 g=4.035 2/2 [==============================] - 0s 14ms/step >38, 537/693, d1=0.510, d2=0.241 g=3.294 2/2 [==============================] - 0s 13ms/step >38, 538/693, d1=0.413, d2=0.328 g=3.700 2/2 [==============================] - 0s 13ms/step >38, 539/693, d1=0.356, d2=0.487 g=2.492 2/2 [==============================] - 0s 19ms/step >38, 540/693, d1=0.374, d2=0.337 g=3.025 2/2 [==============================] - 0s 13ms/step >38, 541/693, d1=0.492, d2=0.349 g=4.502 2/2 [==============================] - 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0s 14ms/step >38, 564/693, d1=0.328, d2=0.393 g=3.612 2/2 [==============================] - 0s 13ms/step >38, 565/693, d1=0.578, d2=0.356 g=4.262 2/2 [==============================] - 0s 12ms/step >38, 566/693, d1=0.390, d2=0.305 g=2.893 2/2 [==============================] - 0s 13ms/step >38, 567/693, d1=0.419, d2=0.321 g=2.709 2/2 [==============================] - 0s 13ms/step >38, 568/693, d1=0.465, d2=0.418 g=4.000 2/2 [==============================] - 0s 15ms/step >38, 569/693, d1=0.470, d2=0.490 g=3.848 2/2 [==============================] - 0s 14ms/step >38, 570/693, d1=0.424, d2=0.259 g=3.384 2/2 [==============================] - 0s 13ms/step >38, 571/693, d1=0.269, d2=0.351 g=2.558 2/2 [==============================] - 0s 13ms/step >38, 572/693, d1=0.457, d2=0.239 g=2.493 2/2 [==============================] - 0s 13ms/step >38, 573/693, d1=0.455, d2=0.371 g=3.841 2/2 [==============================] - 0s 13ms/step >38, 574/693, d1=0.457, d2=0.324 g=3.239 2/2 [==============================] - 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0s 13ms/step >39, 3/693, d1=0.493, d2=0.419 g=2.876 2/2 [==============================] - 0s 14ms/step >39, 4/693, d1=0.384, d2=0.471 g=3.939 2/2 [==============================] - 0s 13ms/step >39, 5/693, d1=0.419, d2=0.407 g=3.227 2/2 [==============================] - 0s 12ms/step >39, 6/693, d1=0.480, d2=0.271 g=2.490 2/2 [==============================] - 0s 13ms/step >39, 7/693, d1=0.405, d2=0.271 g=2.875 2/2 [==============================] - 0s 12ms/step >39, 8/693, d1=0.360, d2=0.427 g=3.193 2/2 [==============================] - 0s 12ms/step >39, 9/693, d1=0.398, d2=0.433 g=2.492 2/2 [==============================] - 0s 12ms/step >39, 10/693, d1=0.379, d2=0.429 g=2.777 2/2 [==============================] - 0s 14ms/step >39, 11/693, d1=0.485, d2=0.293 g=3.023 2/2 [==============================] - 0s 12ms/step >39, 12/693, d1=0.445, d2=0.358 g=2.269 2/2 [==============================] - 0s 13ms/step >39, 13/693, d1=0.565, d2=0.395 g=2.811 2/2 [==============================] - 0s 14ms/step >39, 14/693, d1=0.341, d2=0.324 g=2.440 2/2 [==============================] - 0s 12ms/step >39, 15/693, d1=0.455, d2=0.469 g=1.921 2/2 [==============================] - 0s 14ms/step >39, 16/693, d1=0.351, d2=0.367 g=2.983 2/2 [==============================] - 0s 12ms/step >39, 17/693, d1=0.523, d2=0.396 g=2.984 2/2 [==============================] - 0s 13ms/step >39, 18/693, d1=0.555, d2=0.391 g=3.705 2/2 [==============================] - 0s 13ms/step >39, 19/693, d1=0.322, d2=0.313 g=3.054 2/2 [==============================] - 0s 12ms/step >39, 20/693, d1=0.501, d2=0.471 g=2.345 2/2 [==============================] - 0s 13ms/step >39, 21/693, d1=0.483, d2=0.356 g=3.358 2/2 [==============================] - 0s 15ms/step >39, 22/693, d1=0.482, d2=0.410 g=2.822 2/2 [==============================] - 0s 14ms/step >39, 23/693, d1=0.345, d2=0.456 g=2.735 2/2 [==============================] - 0s 13ms/step >39, 24/693, d1=0.398, d2=0.387 g=3.006 2/2 [==============================] - 0s 14ms/step >39, 25/693, d1=0.307, d2=0.256 g=3.431 2/2 [==============================] - 0s 13ms/step >39, 26/693, d1=0.333, d2=0.344 g=3.206 2/2 [==============================] - 0s 15ms/step >39, 27/693, d1=0.551, d2=0.494 g=2.273 2/2 [==============================] - 0s 14ms/step >39, 28/693, d1=0.427, d2=0.297 g=3.198 2/2 [==============================] - 0s 13ms/step >39, 29/693, d1=0.507, d2=0.359 g=3.667 2/2 [==============================] - 0s 14ms/step >39, 30/693, d1=0.362, d2=0.270 g=2.492 2/2 [==============================] - 0s 13ms/step >39, 31/693, d1=0.345, d2=0.367 g=3.441 2/2 [==============================] - 0s 13ms/step >39, 32/693, d1=0.559, d2=0.363 g=2.893 2/2 [==============================] - 0s 13ms/step >39, 33/693, d1=0.341, d2=0.414 g=3.686 2/2 [==============================] - 0s 13ms/step >39, 34/693, d1=0.519, d2=0.371 g=3.659 2/2 [==============================] - 0s 13ms/step >39, 35/693, d1=0.366, d2=0.315 g=2.887 2/2 [==============================] - 0s 13ms/step >39, 36/693, d1=0.407, d2=0.263 g=2.755 2/2 [==============================] - 0s 14ms/step >39, 37/693, d1=0.359, d2=0.469 g=2.692 2/2 [==============================] - 0s 14ms/step >39, 38/693, d1=0.399, d2=0.306 g=2.382 2/2 [==============================] - 0s 11ms/step >39, 39/693, d1=0.448, d2=0.323 g=3.162 2/2 [==============================] - 0s 14ms/step >39, 40/693, d1=0.296, d2=0.361 g=2.740 2/2 [==============================] - 0s 12ms/step >39, 41/693, d1=0.491, d2=0.394 g=2.831 2/2 [==============================] - 0s 16ms/step >39, 42/693, d1=0.383, d2=0.434 g=2.473 2/2 [==============================] - 0s 13ms/step >39, 43/693, d1=0.484, d2=0.342 g=3.069 2/2 [==============================] - 0s 14ms/step >39, 44/693, d1=0.533, d2=0.276 g=3.145 2/2 [==============================] - 0s 12ms/step >39, 45/693, d1=0.434, d2=0.404 g=3.027 2/2 [==============================] - 0s 14ms/step >39, 46/693, d1=0.379, d2=0.391 g=3.009 2/2 [==============================] - 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0s 13ms/step >39, 58/693, d1=0.414, d2=0.455 g=3.537 2/2 [==============================] - 0s 13ms/step >39, 59/693, d1=0.551, d2=0.318 g=3.151 2/2 [==============================] - 0s 14ms/step >39, 60/693, d1=0.485, d2=0.406 g=2.119 2/2 [==============================] - 0s 14ms/step >39, 61/693, d1=0.518, d2=0.413 g=2.537 2/2 [==============================] - 0s 14ms/step >39, 62/693, d1=0.364, d2=0.494 g=3.163 2/2 [==============================] - 0s 14ms/step >39, 63/693, d1=0.431, d2=0.347 g=3.682 2/2 [==============================] - 0s 13ms/step >39, 64/693, d1=0.387, d2=0.263 g=2.940 2/2 [==============================] - 0s 14ms/step >39, 65/693, d1=0.447, d2=0.318 g=2.725 2/2 [==============================] - 0s 11ms/step >39, 66/693, d1=0.476, d2=0.341 g=3.072 2/2 [==============================] - 0s 13ms/step >39, 67/693, d1=0.456, d2=0.371 g=2.812 2/2 [==============================] - 0s 12ms/step >39, 68/693, d1=0.282, d2=0.378 g=3.174 2/2 [==============================] - 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0s 13ms/step >39, 80/693, d1=0.409, d2=0.291 g=3.526 2/2 [==============================] - 0s 14ms/step >39, 81/693, d1=0.433, d2=0.335 g=3.693 2/2 [==============================] - 0s 14ms/step >39, 82/693, d1=0.329, d2=0.272 g=2.812 2/2 [==============================] - 0s 12ms/step >39, 83/693, d1=0.358, d2=0.370 g=3.129 2/2 [==============================] - 0s 13ms/step >39, 84/693, d1=0.394, d2=0.399 g=2.500 2/2 [==============================] - 0s 14ms/step >39, 85/693, d1=0.496, d2=0.371 g=2.323 2/2 [==============================] - 0s 13ms/step >39, 86/693, d1=0.479, d2=0.294 g=3.953 2/2 [==============================] - 0s 13ms/step >39, 87/693, d1=0.299, d2=0.266 g=2.832 2/2 [==============================] - 0s 12ms/step >39, 88/693, d1=0.323, d2=0.365 g=3.257 2/2 [==============================] - 0s 15ms/step >39, 89/693, d1=0.522, d2=0.475 g=3.096 2/2 [==============================] - 0s 14ms/step >39, 90/693, d1=0.377, d2=0.317 g=2.379 2/2 [==============================] - 0s 13ms/step >39, 91/693, d1=0.269, d2=0.355 g=2.921 2/2 [==============================] - 0s 14ms/step >39, 92/693, d1=0.524, d2=0.393 g=3.436 2/2 [==============================] - 0s 12ms/step >39, 93/693, d1=0.489, d2=0.347 g=3.202 2/2 [==============================] - 0s 13ms/step >39, 94/693, d1=0.301, d2=0.347 g=3.287 2/2 [==============================] - 0s 13ms/step >39, 95/693, d1=0.411, d2=0.265 g=2.657 2/2 [==============================] - 0s 15ms/step >39, 96/693, d1=0.454, d2=0.286 g=2.892 2/2 [==============================] - 0s 14ms/step >39, 97/693, d1=0.421, d2=0.571 g=3.087 2/2 [==============================] - 0s 13ms/step >39, 98/693, d1=0.378, d2=0.258 g=2.951 2/2 [==============================] - 0s 14ms/step >39, 99/693, d1=0.338, d2=0.392 g=3.423 2/2 [==============================] - 0s 14ms/step >39, 100/693, d1=0.369, d2=0.360 g=2.674 2/2 [==============================] - 0s 13ms/step >39, 101/693, d1=0.514, d2=0.351 g=2.928 2/2 [==============================] - 0s 13ms/step >39, 102/693, d1=0.542, d2=0.431 g=2.979 2/2 [==============================] - 0s 13ms/step >39, 103/693, d1=0.399, d2=0.459 g=2.579 2/2 [==============================] - 0s 12ms/step >39, 104/693, d1=0.341, d2=0.348 g=3.496 2/2 [==============================] - 0s 15ms/step >39, 105/693, d1=0.583, d2=0.294 g=3.236 2/2 [==============================] - 0s 13ms/step >39, 106/693, d1=0.468, d2=0.289 g=3.484 2/2 [==============================] - 0s 12ms/step >39, 107/693, d1=0.348, d2=0.552 g=3.589 2/2 [==============================] - 0s 14ms/step >39, 108/693, d1=0.317, d2=0.361 g=3.429 2/2 [==============================] - 0s 13ms/step >39, 109/693, d1=0.290, d2=0.206 g=3.796 2/2 [==============================] - 0s 13ms/step >39, 110/693, d1=0.349, d2=0.305 g=3.068 2/2 [==============================] - 0s 14ms/step >39, 111/693, d1=0.466, d2=0.384 g=2.642 2/2 [==============================] - 0s 13ms/step >39, 112/693, d1=0.436, d2=0.330 g=2.667 2/2 [==============================] - 0s 13ms/step >39, 113/693, d1=0.365, d2=0.363 g=3.778 2/2 [==============================] - 0s 14ms/step >39, 114/693, d1=0.458, d2=0.259 g=2.925 2/2 [==============================] - 0s 16ms/step >39, 115/693, d1=0.303, d2=0.469 g=2.287 2/2 [==============================] - 0s 12ms/step >39, 116/693, d1=0.526, d2=0.342 g=2.142 2/2 [==============================] - 0s 13ms/step >39, 117/693, d1=0.240, d2=0.321 g=2.235 2/2 [==============================] - 0s 13ms/step >39, 118/693, d1=0.366, d2=0.277 g=3.094 2/2 [==============================] - 0s 14ms/step >39, 119/693, d1=0.470, d2=0.382 g=2.989 2/2 [==============================] - 0s 14ms/step >39, 120/693, d1=0.376, d2=0.308 g=2.980 2/2 [==============================] - 0s 14ms/step >39, 121/693, d1=0.263, d2=0.312 g=4.102 2/2 [==============================] - 0s 13ms/step >39, 122/693, d1=0.379, d2=0.300 g=2.227 2/2 [==============================] - 0s 14ms/step >39, 123/693, d1=0.314, d2=0.319 g=2.092 2/2 [==============================] - 0s 13ms/step >39, 124/693, d1=0.487, d2=0.355 g=3.262 2/2 [==============================] - 0s 14ms/step >39, 125/693, d1=0.417, d2=0.510 g=3.118 2/2 [==============================] - 0s 14ms/step >39, 126/693, d1=0.516, d2=0.383 g=3.966 2/2 [==============================] - 0s 13ms/step >39, 127/693, d1=0.369, d2=0.220 g=2.689 2/2 [==============================] - 0s 14ms/step >39, 128/693, d1=0.502, d2=0.342 g=3.023 2/2 [==============================] - 0s 13ms/step >39, 129/693, d1=0.373, d2=0.370 g=3.035 2/2 [==============================] - 0s 13ms/step >39, 130/693, d1=0.323, d2=0.270 g=2.738 2/2 [==============================] - 0s 14ms/step >39, 131/693, d1=0.646, d2=0.337 g=3.075 2/2 [==============================] - 0s 12ms/step >39, 132/693, d1=0.567, d2=0.496 g=3.026 2/2 [==============================] - 0s 15ms/step >39, 133/693, d1=0.395, d2=0.307 g=2.450 2/2 [==============================] - 0s 12ms/step >39, 134/693, d1=0.395, d2=0.406 g=2.253 2/2 [==============================] - 0s 14ms/step >39, 135/693, d1=0.474, d2=0.319 g=3.521 2/2 [==============================] - 0s 12ms/step >39, 136/693, d1=0.348, d2=0.339 g=3.807 2/2 [==============================] - 0s 16ms/step >39, 137/693, d1=0.470, d2=0.304 g=3.624 2/2 [==============================] - 0s 13ms/step >39, 138/693, d1=0.446, d2=0.536 g=3.149 2/2 [==============================] - 0s 12ms/step >39, 139/693, d1=0.509, d2=0.394 g=2.958 2/2 [==============================] - 0s 12ms/step >39, 140/693, d1=0.512, d2=0.405 g=3.299 2/2 [==============================] - 0s 16ms/step >39, 141/693, d1=0.342, d2=0.251 g=2.763 2/2 [==============================] - 0s 13ms/step >39, 142/693, d1=0.394, d2=0.282 g=3.233 2/2 [==============================] - 0s 13ms/step >39, 143/693, d1=0.420, d2=0.358 g=3.457 2/2 [==============================] - 0s 14ms/step >39, 144/693, d1=0.319, d2=0.293 g=2.620 2/2 [==============================] - 0s 13ms/step >39, 145/693, d1=0.384, d2=0.338 g=2.834 2/2 [==============================] - 0s 12ms/step >39, 146/693, d1=0.463, d2=0.405 g=2.873 2/2 [==============================] - 0s 13ms/step >39, 147/693, d1=0.431, d2=0.361 g=3.105 2/2 [==============================] - 0s 14ms/step >39, 148/693, d1=0.491, d2=0.338 g=3.955 2/2 [==============================] - 0s 12ms/step >39, 149/693, d1=0.348, d2=0.482 g=4.108 2/2 [==============================] - 0s 12ms/step >39, 150/693, d1=0.494, d2=0.303 g=2.919 2/2 [==============================] - 0s 14ms/step >39, 151/693, d1=0.347, d2=0.247 g=2.826 2/2 [==============================] - 0s 14ms/step >39, 152/693, d1=0.380, d2=0.330 g=3.260 2/2 [==============================] - 0s 15ms/step >39, 153/693, d1=0.301, d2=0.312 g=2.600 2/2 [==============================] - 0s 12ms/step >39, 154/693, d1=0.492, d2=0.367 g=3.018 2/2 [==============================] - 0s 13ms/step >39, 155/693, d1=0.377, d2=0.330 g=2.695 2/2 [==============================] - 0s 13ms/step >39, 156/693, d1=0.358, d2=0.381 g=2.778 2/2 [==============================] - 0s 11ms/step >39, 157/693, d1=0.458, d2=0.440 g=3.058 2/2 [==============================] - 0s 11ms/step >39, 158/693, d1=0.484, d2=0.332 g=3.062 2/2 [==============================] - 0s 13ms/step >39, 159/693, d1=0.364, d2=0.385 g=3.636 2/2 [==============================] - 0s 12ms/step >39, 160/693, d1=0.425, d2=0.274 g=3.932 2/2 [==============================] - 0s 12ms/step >39, 161/693, d1=0.295, d2=0.254 g=3.384 2/2 [==============================] - 0s 14ms/step >39, 162/693, d1=0.414, d2=0.302 g=3.362 2/2 [==============================] - 0s 13ms/step >39, 163/693, d1=0.560, d2=0.439 g=6.129 2/2 [==============================] - 0s 13ms/step >39, 164/693, d1=0.526, d2=0.342 g=2.673 2/2 [==============================] - 0s 12ms/step >39, 165/693, d1=0.378, d2=0.325 g=3.831 2/2 [==============================] - 0s 14ms/step >39, 166/693, d1=0.441, d2=0.302 g=4.347 2/2 [==============================] - 0s 12ms/step >39, 167/693, d1=0.467, d2=0.420 g=2.438 2/2 [==============================] - 0s 13ms/step >39, 168/693, d1=0.287, d2=0.334 g=3.818 2/2 [==============================] - 0s 13ms/step >39, 169/693, d1=0.548, d2=0.382 g=2.832 2/2 [==============================] - 0s 14ms/step >39, 170/693, d1=0.545, d2=0.338 g=2.670 2/2 [==============================] - 0s 13ms/step >39, 171/693, d1=0.414, d2=0.456 g=2.762 2/2 [==============================] - 0s 13ms/step >39, 172/693, d1=0.256, d2=0.361 g=2.849 2/2 [==============================] - 0s 13ms/step >39, 173/693, d1=0.476, d2=0.347 g=2.613 2/2 [==============================] - 0s 14ms/step >39, 174/693, d1=0.374, d2=0.333 g=3.153 2/2 [==============================] - 0s 15ms/step >39, 175/693, d1=0.394, d2=0.363 g=2.160 2/2 [==============================] - 0s 15ms/step >39, 176/693, d1=0.497, d2=0.345 g=2.310 2/2 [==============================] - 0s 14ms/step >39, 177/693, d1=0.440, d2=0.394 g=3.812 2/2 [==============================] - 0s 14ms/step >39, 178/693, d1=0.375, d2=0.370 g=3.094 2/2 [==============================] - 0s 13ms/step >39, 179/693, d1=0.396, d2=0.255 g=3.090 2/2 [==============================] - 0s 13ms/step >39, 180/693, d1=0.305, d2=0.384 g=3.187 2/2 [==============================] - 0s 14ms/step >39, 181/693, d1=0.349, d2=0.476 g=2.994 2/2 [==============================] - 0s 12ms/step >39, 182/693, d1=0.572, d2=0.394 g=4.049 2/2 [==============================] - 0s 14ms/step >39, 183/693, d1=0.525, d2=0.288 g=3.400 2/2 [==============================] - 0s 12ms/step >39, 184/693, d1=0.426, d2=0.467 g=2.878 2/2 [==============================] - 0s 11ms/step >39, 185/693, d1=0.319, d2=0.391 g=3.422 2/2 [==============================] - 0s 14ms/step >39, 186/693, d1=0.299, d2=0.352 g=3.849 2/2 [==============================] - 0s 14ms/step >39, 187/693, d1=0.502, d2=0.270 g=2.450 2/2 [==============================] - 0s 13ms/step >39, 188/693, d1=0.399, d2=0.429 g=2.736 2/2 [==============================] - 0s 12ms/step >39, 189/693, d1=0.370, d2=0.360 g=2.704 2/2 [==============================] - 0s 15ms/step >39, 190/693, d1=0.487, d2=0.362 g=3.174 2/2 [==============================] - 0s 14ms/step >39, 191/693, d1=0.461, d2=0.368 g=3.313 2/2 [==============================] - 0s 11ms/step >39, 192/693, d1=0.479, d2=0.321 g=3.249 2/2 [==============================] - 0s 15ms/step >39, 193/693, d1=0.417, d2=0.355 g=2.833 2/2 [==============================] - 0s 13ms/step >39, 194/693, d1=0.409, d2=0.452 g=3.272 2/2 [==============================] - 0s 16ms/step >39, 195/693, d1=0.410, d2=0.235 g=4.139 2/2 [==============================] - 0s 14ms/step >39, 196/693, d1=0.388, d2=0.391 g=2.910 2/2 [==============================] - 0s 13ms/step >39, 197/693, d1=0.443, d2=0.291 g=2.461 2/2 [==============================] - 0s 12ms/step >39, 198/693, d1=0.434, d2=0.335 g=2.508 2/2 [==============================] - 0s 13ms/step >39, 199/693, d1=0.456, d2=0.306 g=2.761 2/2 [==============================] - 0s 13ms/step >39, 200/693, d1=0.395, d2=0.407 g=3.348 2/2 [==============================] - 0s 17ms/step >39, 201/693, d1=0.511, d2=0.303 g=3.191 2/2 [==============================] - 0s 12ms/step >39, 202/693, d1=0.464, d2=0.396 g=2.770 2/2 [==============================] - 0s 13ms/step >39, 203/693, d1=0.554, d2=0.346 g=2.199 2/2 [==============================] - 0s 14ms/step >39, 204/693, d1=0.354, d2=0.455 g=2.377 2/2 [==============================] - 0s 13ms/step >39, 205/693, d1=0.335, d2=0.293 g=3.320 2/2 [==============================] - 0s 14ms/step >39, 206/693, d1=0.500, d2=0.354 g=2.904 2/2 [==============================] - 0s 13ms/step >39, 207/693, d1=0.326, d2=0.347 g=2.396 2/2 [==============================] - 0s 14ms/step >39, 208/693, d1=0.308, d2=0.458 g=3.102 2/2 [==============================] - 0s 14ms/step >39, 209/693, d1=0.444, d2=0.289 g=3.789 2/2 [==============================] - 0s 12ms/step >39, 210/693, d1=0.520, d2=0.239 g=3.596 2/2 [==============================] - 0s 13ms/step >39, 211/693, d1=0.626, d2=0.340 g=2.455 2/2 [==============================] - 0s 13ms/step >39, 212/693, d1=0.332, d2=0.365 g=3.111 2/2 [==============================] - 0s 12ms/step >39, 213/693, d1=0.346, d2=0.545 g=2.793 2/2 [==============================] - 0s 11ms/step >39, 214/693, d1=0.516, d2=0.268 g=3.545 2/2 [==============================] - 0s 12ms/step >39, 215/693, d1=0.495, d2=0.481 g=2.142 2/2 [==============================] - 0s 13ms/step >39, 216/693, d1=0.316, d2=0.260 g=3.267 2/2 [==============================] - 0s 13ms/step >39, 217/693, d1=0.307, d2=0.329 g=2.159 2/2 [==============================] - 0s 12ms/step >39, 218/693, d1=0.486, d2=0.370 g=3.462 2/2 [==============================] - 0s 13ms/step >39, 219/693, d1=0.549, d2=0.376 g=2.945 2/2 [==============================] - 0s 14ms/step >39, 220/693, d1=0.470, d2=0.373 g=2.100 2/2 [==============================] - 0s 13ms/step >39, 221/693, d1=0.390, d2=0.422 g=3.834 2/2 [==============================] - 0s 14ms/step >39, 222/693, d1=0.327, d2=0.389 g=2.684 2/2 [==============================] - 0s 12ms/step >39, 223/693, d1=0.355, d2=0.333 g=2.971 2/2 [==============================] - 0s 14ms/step >39, 224/693, d1=0.472, d2=0.277 g=2.575 2/2 [==============================] - 0s 15ms/step >39, 225/693, d1=0.307, d2=0.461 g=3.230 2/2 [==============================] - 0s 12ms/step >39, 226/693, d1=0.526, d2=0.410 g=3.505 2/2 [==============================] - 0s 13ms/step >39, 227/693, d1=0.553, d2=0.326 g=3.564 2/2 [==============================] - 0s 14ms/step >39, 228/693, d1=0.332, d2=0.314 g=3.178 2/2 [==============================] - 0s 15ms/step >39, 229/693, d1=0.402, d2=0.368 g=2.750 2/2 [==============================] - 0s 13ms/step >39, 230/693, d1=0.396, d2=0.247 g=2.732 2/2 [==============================] - 0s 12ms/step >39, 231/693, d1=0.319, d2=0.432 g=2.427 2/2 [==============================] - 0s 13ms/step >39, 232/693, d1=0.375, d2=0.400 g=2.744 2/2 [==============================] - 0s 13ms/step >39, 233/693, d1=0.485, d2=0.281 g=2.934 2/2 [==============================] - 0s 13ms/step >39, 234/693, d1=0.593, d2=0.329 g=2.811 2/2 [==============================] - 0s 15ms/step >39, 235/693, d1=0.464, d2=0.378 g=2.243 2/2 [==============================] - 0s 13ms/step >39, 236/693, d1=0.379, d2=0.448 g=3.764 2/2 [==============================] - 0s 15ms/step >39, 237/693, d1=0.422, d2=0.359 g=2.710 2/2 [==============================] - 0s 16ms/step >39, 238/693, d1=0.577, d2=0.424 g=2.424 2/2 [==============================] - 0s 13ms/step >39, 239/693, d1=0.304, d2=0.402 g=3.333 2/2 [==============================] - 0s 12ms/step >39, 240/693, d1=0.391, d2=0.344 g=3.395 2/2 [==============================] - 0s 12ms/step >39, 241/693, d1=0.508, d2=0.497 g=2.778 2/2 [==============================] - 0s 14ms/step >39, 242/693, d1=0.375, d2=0.267 g=3.581 2/2 [==============================] - 0s 13ms/step >39, 243/693, d1=0.336, d2=0.232 g=2.998 2/2 [==============================] - 0s 14ms/step >39, 244/693, d1=0.342, d2=0.291 g=2.969 2/2 [==============================] - 0s 11ms/step >39, 245/693, d1=0.522, d2=0.307 g=3.696 2/2 [==============================] - 0s 14ms/step >39, 246/693, d1=0.337, d2=0.493 g=2.627 2/2 [==============================] - 0s 12ms/step >39, 247/693, d1=0.385, d2=0.247 g=2.807 2/2 [==============================] - 0s 15ms/step >39, 248/693, d1=0.347, d2=0.397 g=2.527 2/2 [==============================] - 0s 13ms/step >39, 249/693, d1=0.319, d2=0.312 g=3.226 2/2 [==============================] - 0s 13ms/step >39, 250/693, d1=0.516, d2=0.334 g=3.554 2/2 [==============================] - 0s 14ms/step >39, 251/693, d1=0.431, d2=0.289 g=2.782 2/2 [==============================] - 0s 13ms/step >39, 252/693, d1=0.375, d2=0.342 g=3.176 2/2 [==============================] - 0s 14ms/step >39, 253/693, d1=0.276, d2=0.358 g=3.499 2/2 [==============================] - 0s 12ms/step >39, 254/693, d1=0.535, d2=0.305 g=2.899 2/2 [==============================] - 0s 15ms/step >39, 255/693, d1=0.359, d2=0.419 g=3.596 2/2 [==============================] - 0s 12ms/step >39, 256/693, d1=0.362, d2=0.411 g=3.250 2/2 [==============================] - 0s 12ms/step >39, 257/693, d1=0.374, d2=0.273 g=3.672 2/2 [==============================] - 0s 13ms/step >39, 258/693, d1=0.405, d2=0.284 g=2.720 2/2 [==============================] - 0s 12ms/step >39, 259/693, d1=0.518, d2=0.458 g=2.982 2/2 [==============================] - 0s 13ms/step >39, 260/693, d1=0.385, d2=0.365 g=2.632 2/2 [==============================] - 0s 13ms/step >39, 261/693, d1=0.478, d2=0.380 g=2.859 2/2 [==============================] - 0s 12ms/step >39, 262/693, d1=0.588, d2=0.376 g=2.896 2/2 [==============================] - 0s 12ms/step >39, 263/693, d1=0.601, d2=0.473 g=2.669 2/2 [==============================] - 0s 15ms/step >39, 264/693, d1=0.376, d2=0.369 g=3.099 2/2 [==============================] - 0s 14ms/step >39, 265/693, d1=0.385, d2=0.337 g=2.978 2/2 [==============================] - 0s 13ms/step >39, 266/693, d1=0.566, d2=0.530 g=2.704 2/2 [==============================] - 0s 14ms/step >39, 267/693, d1=0.474, d2=0.320 g=2.718 2/2 [==============================] - 0s 14ms/step >39, 268/693, d1=0.476, d2=0.358 g=2.947 2/2 [==============================] - 0s 11ms/step >39, 269/693, d1=0.310, d2=0.352 g=2.811 2/2 [==============================] - 0s 13ms/step >39, 270/693, d1=0.390, d2=0.458 g=3.728 2/2 [==============================] - 0s 12ms/step >39, 271/693, d1=0.538, d2=0.349 g=3.490 2/2 [==============================] - 0s 13ms/step >39, 272/693, d1=0.423, d2=0.320 g=2.885 2/2 [==============================] - 0s 13ms/step >39, 273/693, d1=0.560, d2=0.367 g=2.828 2/2 [==============================] - 0s 15ms/step >39, 274/693, d1=0.528, d2=0.392 g=2.347 2/2 [==============================] - 0s 14ms/step >39, 275/693, d1=0.394, d2=0.461 g=3.225 2/2 [==============================] - 0s 13ms/step >39, 276/693, d1=0.321, d2=0.392 g=2.491 2/2 [==============================] - 0s 14ms/step >39, 277/693, d1=0.464, d2=0.280 g=2.661 2/2 [==============================] - 0s 16ms/step >39, 278/693, d1=0.392, d2=0.417 g=3.750 2/2 [==============================] - 0s 14ms/step >39, 279/693, d1=0.384, d2=0.307 g=2.912 2/2 [==============================] - 0s 13ms/step >39, 280/693, d1=0.393, d2=0.427 g=3.337 2/2 [==============================] - 0s 15ms/step >39, 281/693, d1=0.531, d2=0.285 g=2.392 2/2 [==============================] - 0s 13ms/step >39, 282/693, d1=0.413, d2=0.286 g=2.523 2/2 [==============================] - 0s 12ms/step >39, 283/693, d1=0.239, d2=0.402 g=2.880 2/2 [==============================] - 0s 14ms/step >39, 284/693, d1=0.425, d2=0.332 g=3.317 2/2 [==============================] - 0s 13ms/step >39, 285/693, d1=0.571, d2=0.315 g=2.429 2/2 [==============================] - 0s 16ms/step >39, 286/693, d1=0.332, d2=0.400 g=1.940 2/2 [==============================] - 0s 15ms/step >39, 287/693, d1=0.343, d2=0.376 g=2.189 2/2 [==============================] - 0s 13ms/step >39, 288/693, d1=0.454, d2=0.317 g=2.023 2/2 [==============================] - 0s 13ms/step >39, 289/693, d1=0.440, d2=0.412 g=2.646 2/2 [==============================] - 0s 12ms/step >39, 290/693, d1=0.474, d2=0.337 g=2.696 2/2 [==============================] - 0s 13ms/step >39, 291/693, d1=0.416, d2=0.416 g=3.407 2/2 [==============================] - 0s 13ms/step >39, 292/693, d1=0.329, d2=0.337 g=2.763 2/2 [==============================] - 0s 13ms/step >39, 293/693, d1=0.318, d2=0.383 g=3.302 2/2 [==============================] - 0s 13ms/step >39, 294/693, d1=0.417, d2=0.395 g=3.338 2/2 [==============================] - 0s 14ms/step >39, 295/693, d1=0.623, d2=0.357 g=2.739 2/2 [==============================] - 0s 13ms/step >39, 296/693, d1=0.298, d2=0.377 g=3.356 2/2 [==============================] - 0s 15ms/step >39, 297/693, d1=0.383, d2=0.373 g=2.587 2/2 [==============================] - 0s 11ms/step >39, 298/693, d1=0.487, d2=0.427 g=3.356 2/2 [==============================] - 0s 14ms/step >39, 299/693, d1=0.401, d2=0.311 g=3.069 2/2 [==============================] - 0s 14ms/step >39, 300/693, d1=0.334, d2=0.337 g=3.228 2/2 [==============================] - 0s 13ms/step >39, 301/693, d1=0.334, d2=0.372 g=2.464 2/2 [==============================] - 0s 13ms/step >39, 302/693, d1=0.448, d2=0.264 g=3.818 2/2 [==============================] - 0s 13ms/step >39, 303/693, d1=0.489, d2=0.324 g=2.747 2/2 [==============================] - 0s 14ms/step >39, 304/693, d1=0.394, d2=0.387 g=2.863 2/2 [==============================] - 0s 14ms/step >39, 305/693, d1=0.365, d2=0.407 g=2.545 2/2 [==============================] - 0s 13ms/step >39, 306/693, d1=0.441, d2=0.364 g=2.191 2/2 [==============================] - 0s 14ms/step >39, 307/693, d1=0.424, d2=0.352 g=2.016 2/2 [==============================] - 0s 13ms/step >39, 308/693, d1=0.452, d2=0.353 g=2.711 2/2 [==============================] - 0s 13ms/step >39, 309/693, d1=0.292, d2=0.312 g=2.536 2/2 [==============================] - 0s 14ms/step >39, 310/693, d1=0.491, d2=0.379 g=3.246 2/2 [==============================] - 0s 13ms/step >39, 311/693, d1=0.364, d2=0.280 g=3.065 2/2 [==============================] - 0s 14ms/step >39, 312/693, d1=0.485, d2=0.384 g=2.556 2/2 [==============================] - 0s 16ms/step >39, 313/693, d1=0.317, d2=0.427 g=2.723 2/2 [==============================] - 0s 13ms/step >39, 314/693, d1=0.429, d2=0.364 g=3.483 2/2 [==============================] - 0s 13ms/step >39, 315/693, d1=0.355, d2=0.358 g=2.720 2/2 [==============================] - 0s 13ms/step >39, 316/693, d1=0.409, d2=0.355 g=2.719 2/2 [==============================] - 0s 13ms/step >39, 317/693, d1=0.436, d2=0.413 g=2.888 2/2 [==============================] - 0s 15ms/step >39, 318/693, d1=0.360, d2=0.282 g=2.829 2/2 [==============================] - 0s 14ms/step >39, 319/693, d1=0.384, d2=0.289 g=3.013 2/2 [==============================] - 0s 19ms/step >39, 320/693, d1=0.508, d2=0.348 g=2.883 2/2 [==============================] - 0s 13ms/step >39, 321/693, d1=0.423, d2=0.290 g=2.610 2/2 [==============================] - 0s 13ms/step >39, 322/693, d1=0.446, d2=0.441 g=3.174 2/2 [==============================] - 0s 13ms/step >39, 323/693, d1=0.464, d2=0.303 g=3.175 2/2 [==============================] - 0s 13ms/step >39, 324/693, d1=0.452, d2=0.480 g=2.849 2/2 [==============================] - 0s 12ms/step >39, 325/693, d1=0.277, d2=0.399 g=3.377 2/2 [==============================] - 0s 11ms/step >39, 326/693, d1=0.696, d2=0.354 g=2.509 2/2 [==============================] - 0s 12ms/step >39, 327/693, d1=0.457, d2=0.401 g=3.088 2/2 [==============================] - 0s 13ms/step >39, 328/693, d1=0.433, d2=0.335 g=2.324 2/2 [==============================] - 0s 13ms/step >39, 329/693, d1=0.355, d2=0.436 g=2.239 2/2 [==============================] - 0s 13ms/step >39, 330/693, d1=0.313, d2=0.352 g=3.345 2/2 [==============================] - 0s 12ms/step >39, 331/693, d1=0.228, d2=0.293 g=3.079 2/2 [==============================] - 0s 13ms/step >39, 332/693, d1=0.414, d2=0.269 g=2.662 2/2 [==============================] - 0s 14ms/step >39, 333/693, d1=0.433, d2=0.443 g=3.223 2/2 [==============================] - 0s 13ms/step >39, 334/693, d1=0.426, d2=0.316 g=3.307 2/2 [==============================] - 0s 13ms/step >39, 335/693, d1=0.352, d2=0.275 g=3.683 2/2 [==============================] - 0s 13ms/step >39, 336/693, d1=0.579, d2=0.334 g=2.618 2/2 [==============================] - 0s 14ms/step >39, 337/693, d1=0.388, d2=0.438 g=2.865 2/2 [==============================] - 0s 12ms/step >39, 338/693, d1=0.392, d2=0.384 g=3.441 2/2 [==============================] - 0s 12ms/step >39, 339/693, d1=0.377, d2=0.294 g=3.021 2/2 [==============================] - 0s 14ms/step >39, 340/693, d1=0.592, d2=0.252 g=2.893 2/2 [==============================] - 0s 12ms/step >39, 341/693, d1=0.447, d2=0.337 g=2.781 2/2 [==============================] - 0s 14ms/step >39, 342/693, d1=0.352, d2=0.397 g=3.016 2/2 [==============================] - 0s 13ms/step >39, 343/693, d1=0.326, d2=0.347 g=2.352 2/2 [==============================] - 0s 15ms/step >39, 344/693, d1=0.262, d2=0.282 g=3.016 2/2 [==============================] - 0s 15ms/step >39, 345/693, d1=0.519, d2=0.272 g=2.697 2/2 [==============================] - 0s 14ms/step >39, 346/693, d1=0.334, d2=0.327 g=2.646 2/2 [==============================] - 0s 13ms/step >39, 347/693, d1=0.346, d2=0.417 g=2.797 2/2 [==============================] - 0s 11ms/step >39, 348/693, d1=0.448, d2=0.334 g=2.684 2/2 [==============================] - 0s 13ms/step >39, 349/693, d1=0.435, d2=0.330 g=2.403 2/2 [==============================] - 0s 14ms/step >39, 350/693, d1=0.294, d2=0.535 g=3.426 2/2 [==============================] - 0s 14ms/step >39, 351/693, d1=0.505, d2=0.409 g=2.705 2/2 [==============================] - 0s 13ms/step >39, 352/693, d1=0.404, d2=0.250 g=2.737 2/2 [==============================] - 0s 14ms/step >39, 353/693, d1=0.313, d2=0.265 g=3.684 2/2 [==============================] - 0s 15ms/step >39, 354/693, d1=0.399, d2=0.295 g=2.228 2/2 [==============================] - 0s 13ms/step >39, 355/693, d1=0.396, d2=0.308 g=2.953 2/2 [==============================] - 0s 12ms/step >39, 356/693, d1=0.425, d2=0.385 g=2.623 2/2 [==============================] - 0s 14ms/step >39, 357/693, d1=0.419, d2=0.439 g=2.742 2/2 [==============================] - 0s 12ms/step >39, 358/693, d1=0.397, d2=0.323 g=2.849 2/2 [==============================] - 0s 13ms/step >39, 359/693, d1=0.300, d2=0.286 g=3.271 2/2 [==============================] - 0s 13ms/step >39, 360/693, d1=0.502, d2=0.340 g=3.222 2/2 [==============================] - 0s 13ms/step >39, 361/693, d1=0.475, d2=0.332 g=2.392 2/2 [==============================] - 0s 12ms/step >39, 362/693, d1=0.351, d2=0.365 g=2.328 2/2 [==============================] - 0s 13ms/step >39, 363/693, d1=0.334, d2=0.333 g=2.764 2/2 [==============================] - 0s 12ms/step >39, 364/693, d1=0.288, d2=0.293 g=2.676 2/2 [==============================] - 0s 12ms/step >39, 365/693, d1=0.527, d2=0.305 g=2.639 2/2 [==============================] - 0s 17ms/step >39, 366/693, d1=0.433, d2=0.376 g=2.922 2/2 [==============================] - 0s 13ms/step >39, 367/693, d1=0.394, d2=0.283 g=3.546 2/2 [==============================] - 0s 14ms/step >39, 368/693, d1=0.427, d2=0.387 g=3.713 2/2 [==============================] - 0s 14ms/step >39, 369/693, d1=0.434, d2=0.290 g=3.294 2/2 [==============================] - 0s 12ms/step >39, 370/693, d1=0.472, d2=0.410 g=2.971 2/2 [==============================] - 0s 13ms/step >39, 371/693, d1=0.463, d2=0.295 g=3.656 2/2 [==============================] - 0s 12ms/step >39, 372/693, d1=0.692, d2=0.411 g=3.630 2/2 [==============================] - 0s 13ms/step >39, 373/693, d1=0.390, d2=0.407 g=3.608 2/2 [==============================] - 0s 13ms/step >39, 374/693, d1=0.318, d2=0.414 g=3.625 2/2 [==============================] - 0s 14ms/step >39, 375/693, d1=0.437, d2=0.277 g=3.913 2/2 [==============================] - 0s 13ms/step >39, 376/693, d1=0.384, d2=0.289 g=3.855 2/2 [==============================] - 0s 13ms/step >39, 377/693, d1=0.274, d2=0.546 g=4.072 2/2 [==============================] - 0s 14ms/step >39, 378/693, d1=0.580, d2=0.277 g=4.190 2/2 [==============================] - 0s 13ms/step >39, 379/693, d1=0.477, d2=0.404 g=3.960 2/2 [==============================] - 0s 12ms/step >39, 380/693, d1=0.439, d2=0.323 g=2.283 2/2 [==============================] - 0s 14ms/step >39, 381/693, d1=0.521, d2=0.502 g=4.964 2/2 [==============================] - 0s 14ms/step >39, 382/693, d1=0.378, d2=0.293 g=2.880 2/2 [==============================] - 0s 14ms/step >39, 383/693, d1=0.410, d2=0.397 g=3.030 2/2 [==============================] - 0s 14ms/step >39, 384/693, d1=0.521, d2=0.365 g=3.723 2/2 [==============================] - 0s 13ms/step >39, 385/693, d1=0.352, d2=0.295 g=3.098 2/2 [==============================] - 0s 11ms/step >39, 386/693, d1=0.355, d2=0.307 g=4.467 2/2 [==============================] - 0s 13ms/step >39, 387/693, d1=0.497, d2=0.418 g=2.922 2/2 [==============================] - 0s 12ms/step >39, 388/693, d1=0.448, d2=0.380 g=3.315 2/2 [==============================] - 0s 12ms/step >39, 389/693, d1=0.410, d2=0.367 g=3.983 2/2 [==============================] - 0s 12ms/step >39, 390/693, d1=0.534, d2=0.447 g=4.347 2/2 [==============================] - 0s 13ms/step >39, 391/693, d1=0.423, d2=0.449 g=4.602 2/2 [==============================] - 0s 13ms/step >39, 392/693, d1=0.594, d2=0.288 g=3.929 2/2 [==============================] - 0s 14ms/step >39, 393/693, d1=0.456, d2=0.438 g=4.276 2/2 [==============================] - 0s 13ms/step >39, 394/693, d1=0.396, d2=0.405 g=4.078 2/2 [==============================] - 0s 13ms/step >39, 395/693, d1=0.328, d2=0.305 g=4.178 2/2 [==============================] - 0s 14ms/step >39, 396/693, d1=0.486, d2=0.357 g=2.441 2/2 [==============================] - 0s 12ms/step >39, 397/693, d1=0.468, d2=0.386 g=4.192 2/2 [==============================] - 0s 14ms/step >39, 398/693, d1=0.337, d2=0.394 g=3.161 2/2 [==============================] - 0s 13ms/step >39, 399/693, d1=0.394, d2=0.368 g=2.598 2/2 [==============================] - 0s 15ms/step >39, 400/693, d1=0.425, d2=0.389 g=3.424 2/2 [==============================] - 0s 12ms/step >39, 401/693, d1=0.441, d2=0.282 g=2.853 2/2 [==============================] - 0s 14ms/step >39, 402/693, d1=0.298, d2=0.436 g=5.435 2/2 [==============================] - 0s 14ms/step >39, 403/693, d1=0.481, d2=0.389 g=3.478 2/2 [==============================] - 0s 14ms/step >39, 404/693, d1=0.366, d2=0.382 g=3.866 2/2 [==============================] - 0s 12ms/step >39, 405/693, d1=0.485, d2=0.309 g=3.675 2/2 [==============================] - 0s 13ms/step >39, 406/693, d1=0.444, d2=0.254 g=3.651 2/2 [==============================] - 0s 14ms/step >39, 407/693, d1=0.302, d2=0.525 g=3.460 2/2 [==============================] - 0s 14ms/step >39, 408/693, d1=0.448, d2=0.250 g=3.248 2/2 [==============================] - 0s 14ms/step >39, 409/693, d1=0.400, d2=0.400 g=3.035 2/2 [==============================] - 0s 13ms/step >39, 410/693, d1=0.408, d2=0.372 g=4.023 2/2 [==============================] - 0s 12ms/step >39, 411/693, d1=0.434, d2=0.395 g=5.427 2/2 [==============================] - 0s 13ms/step >39, 412/693, d1=0.293, d2=0.345 g=3.430 2/2 [==============================] - 0s 14ms/step >39, 413/693, d1=0.402, d2=0.441 g=2.718 2/2 [==============================] - 0s 18ms/step >39, 414/693, d1=0.497, d2=0.393 g=3.527 2/2 [==============================] - 0s 14ms/step >39, 415/693, d1=0.377, d2=0.276 g=2.767 2/2 [==============================] - 0s 14ms/step >39, 416/693, d1=0.489, d2=0.313 g=2.467 2/2 [==============================] - 0s 14ms/step >39, 417/693, d1=0.336, d2=0.454 g=2.145 2/2 [==============================] - 0s 14ms/step >39, 418/693, d1=0.481, d2=0.404 g=4.112 2/2 [==============================] - 0s 13ms/step >39, 419/693, d1=0.462, d2=0.306 g=3.877 2/2 [==============================] - 0s 15ms/step >39, 420/693, d1=0.481, d2=0.335 g=3.697 2/2 [==============================] - 0s 13ms/step >39, 421/693, d1=0.298, d2=0.313 g=2.872 2/2 [==============================] - 0s 13ms/step >39, 422/693, d1=0.449, d2=0.422 g=3.091 2/2 [==============================] - 0s 12ms/step >39, 423/693, d1=0.313, d2=0.534 g=4.151 2/2 [==============================] - 0s 14ms/step >39, 424/693, d1=0.463, d2=0.224 g=2.981 2/2 [==============================] - 0s 13ms/step >39, 425/693, d1=0.300, d2=0.313 g=3.853 2/2 [==============================] - 0s 13ms/step >39, 426/693, d1=0.289, d2=0.396 g=4.244 2/2 [==============================] - 0s 13ms/step >39, 427/693, d1=0.398, d2=0.252 g=2.345 2/2 [==============================] - 0s 13ms/step >39, 428/693, d1=0.544, d2=0.323 g=5.215 2/2 [==============================] - 0s 12ms/step >39, 429/693, d1=0.507, d2=0.372 g=2.908 2/2 [==============================] - 0s 14ms/step >39, 430/693, d1=0.389, d2=0.449 g=4.168 2/2 [==============================] - 0s 14ms/step >39, 431/693, d1=0.459, d2=0.428 g=3.211 2/2 [==============================] - 0s 14ms/step >39, 432/693, d1=0.399, d2=0.308 g=4.220 2/2 [==============================] - 0s 12ms/step >39, 433/693, d1=0.474, d2=0.375 g=3.574 2/2 [==============================] - 0s 13ms/step >39, 434/693, d1=0.437, d2=0.409 g=2.896 2/2 [==============================] - 0s 15ms/step >39, 435/693, d1=0.328, d2=0.286 g=2.488 2/2 [==============================] - 0s 13ms/step >39, 436/693, d1=0.267, d2=0.362 g=3.332 2/2 [==============================] - 0s 14ms/step >39, 437/693, d1=0.516, d2=0.376 g=3.583 2/2 [==============================] - 0s 14ms/step >39, 438/693, d1=0.389, d2=0.320 g=3.959 2/2 [==============================] - 0s 13ms/step >39, 439/693, d1=0.489, d2=0.396 g=2.991 2/2 [==============================] - 0s 12ms/step >39, 440/693, d1=0.502, d2=0.326 g=3.544 2/2 [==============================] - 0s 14ms/step >39, 441/693, d1=0.267, d2=0.237 g=3.814 2/2 [==============================] - 0s 13ms/step >39, 442/693, d1=0.463, d2=0.425 g=3.021 2/2 [==============================] - 0s 13ms/step >39, 443/693, d1=0.285, d2=0.408 g=3.593 2/2 [==============================] - 0s 13ms/step >39, 444/693, d1=0.510, d2=0.299 g=3.915 2/2 [==============================] - 0s 12ms/step >39, 445/693, d1=0.504, d2=0.377 g=2.594 2/2 [==============================] - 0s 14ms/step >39, 446/693, d1=0.413, d2=0.337 g=3.227 2/2 [==============================] - 0s 12ms/step >39, 447/693, d1=0.449, d2=0.466 g=2.633 2/2 [==============================] - 0s 13ms/step >39, 448/693, d1=0.304, d2=0.283 g=2.580 2/2 [==============================] - 0s 14ms/step >39, 449/693, d1=0.323, d2=0.316 g=4.905 2/2 [==============================] - 0s 12ms/step >39, 450/693, d1=0.477, d2=0.253 g=5.072 2/2 [==============================] - 0s 15ms/step >39, 451/693, d1=0.618, d2=0.406 g=3.427 2/2 [==============================] - 0s 14ms/step >39, 452/693, d1=0.341, d2=0.481 g=3.218 2/2 [==============================] - 0s 14ms/step >39, 453/693, d1=0.418, d2=0.297 g=5.327 2/2 [==============================] - 0s 13ms/step >39, 454/693, d1=0.453, d2=0.233 g=3.492 2/2 [==============================] - 0s 13ms/step >39, 455/693, d1=0.510, d2=0.451 g=3.439 2/2 [==============================] - 0s 12ms/step >39, 456/693, d1=0.360, d2=0.495 g=3.004 2/2 [==============================] - 0s 13ms/step >39, 457/693, d1=0.485, d2=0.363 g=2.868 2/2 [==============================] - 0s 12ms/step >39, 458/693, d1=0.468, d2=0.422 g=3.419 2/2 [==============================] - 0s 12ms/step >39, 459/693, d1=0.341, d2=0.338 g=2.071 2/2 [==============================] - 0s 14ms/step >39, 460/693, d1=0.481, d2=0.384 g=3.464 2/2 [==============================] - 0s 15ms/step >39, 461/693, d1=0.430, d2=0.385 g=4.296 2/2 [==============================] - 0s 15ms/step >39, 462/693, d1=0.303, d2=0.467 g=2.454 2/2 [==============================] - 0s 12ms/step >39, 463/693, d1=0.405, d2=0.287 g=3.779 2/2 [==============================] - 0s 11ms/step >39, 464/693, d1=0.436, d2=0.289 g=4.473 2/2 [==============================] - 0s 13ms/step >39, 465/693, d1=0.475, d2=0.365 g=3.845 2/2 [==============================] - 0s 14ms/step >39, 466/693, d1=0.420, d2=0.357 g=3.384 2/2 [==============================] - 0s 13ms/step >39, 467/693, d1=0.395, d2=0.383 g=3.571 2/2 [==============================] - 0s 12ms/step >39, 468/693, d1=0.488, d2=0.345 g=2.806 2/2 [==============================] - 0s 13ms/step >39, 469/693, d1=0.343, d2=0.371 g=2.998 2/2 [==============================] - 0s 13ms/step >39, 470/693, d1=0.454, d2=0.369 g=2.542 2/2 [==============================] - 0s 14ms/step >39, 471/693, d1=0.412, d2=0.432 g=3.900 2/2 [==============================] - 0s 15ms/step >39, 472/693, d1=0.414, d2=0.374 g=2.945 2/2 [==============================] - 0s 29ms/step >39, 473/693, d1=0.253, d2=0.298 g=3.854 2/2 [==============================] - 0s 15ms/step >39, 474/693, d1=0.287, d2=0.407 g=2.042 2/2 [==============================] - 0s 13ms/step >39, 475/693, d1=0.415, d2=0.312 g=2.663 2/2 [==============================] - 0s 14ms/step >39, 476/693, d1=0.447, d2=0.372 g=3.686 2/2 [==============================] - 0s 14ms/step >39, 477/693, d1=0.623, d2=0.323 g=5.009 2/2 [==============================] - 0s 12ms/step >39, 478/693, d1=0.559, d2=0.332 g=3.544 2/2 [==============================] - 0s 12ms/step >39, 479/693, d1=0.383, d2=0.327 g=4.134 2/2 [==============================] - 0s 12ms/step >39, 480/693, d1=0.371, d2=0.327 g=4.454 2/2 [==============================] - 0s 13ms/step >39, 481/693, d1=0.297, d2=0.288 g=2.486 2/2 [==============================] - 0s 13ms/step >39, 482/693, d1=0.401, d2=0.352 g=3.713 2/2 [==============================] - 0s 13ms/step >39, 483/693, d1=0.422, d2=0.494 g=3.131 2/2 [==============================] - 0s 13ms/step >39, 484/693, d1=0.462, d2=0.318 g=3.103 2/2 [==============================] - 0s 14ms/step >39, 485/693, d1=0.400, d2=0.313 g=3.112 2/2 [==============================] - 0s 12ms/step >39, 486/693, d1=0.390, d2=0.293 g=4.093 2/2 [==============================] - 0s 13ms/step >39, 487/693, d1=0.333, d2=0.320 g=2.748 2/2 [==============================] - 0s 15ms/step >39, 488/693, d1=0.434, d2=0.360 g=3.735 2/2 [==============================] - 0s 13ms/step >39, 489/693, d1=0.386, d2=0.443 g=3.627 2/2 [==============================] - 0s 13ms/step >39, 490/693, d1=0.508, d2=0.339 g=2.648 2/2 [==============================] - 0s 14ms/step >39, 491/693, d1=0.313, d2=0.353 g=4.144 2/2 [==============================] - 0s 14ms/step >39, 492/693, d1=0.491, d2=0.362 g=3.039 2/2 [==============================] - 0s 15ms/step >39, 493/693, d1=0.407, d2=0.368 g=4.084 2/2 [==============================] - 0s 15ms/step >39, 494/693, d1=0.552, d2=0.368 g=3.800 2/2 [==============================] - 0s 15ms/step >39, 495/693, d1=0.312, d2=0.545 g=3.428 2/2 [==============================] - 0s 12ms/step >39, 496/693, d1=0.439, d2=0.283 g=5.084 2/2 [==============================] - 0s 12ms/step >39, 497/693, d1=0.344, d2=0.300 g=4.939 2/2 [==============================] - 0s 12ms/step >39, 498/693, d1=0.449, d2=0.400 g=3.062 2/2 [==============================] - 0s 12ms/step >39, 499/693, d1=0.333, d2=0.395 g=4.646 2/2 [==============================] - 0s 13ms/step >39, 500/693, d1=0.426, d2=0.328 g=7.028 2/2 [==============================] - 0s 14ms/step >39, 501/693, d1=0.603, d2=0.379 g=3.484 2/2 [==============================] - 0s 14ms/step >39, 502/693, d1=0.484, d2=0.437 g=3.004 2/2 [==============================] - 0s 11ms/step >39, 503/693, d1=0.460, d2=0.315 g=2.983 2/2 [==============================] - 0s 15ms/step >39, 504/693, d1=0.424, d2=0.418 g=3.413 2/2 [==============================] - 0s 15ms/step >39, 505/693, d1=0.574, d2=0.368 g=3.630 2/2 [==============================] - 0s 14ms/step >39, 506/693, d1=0.357, d2=0.380 g=2.462 2/2 [==============================] - 0s 14ms/step >39, 507/693, d1=0.514, d2=0.387 g=3.191 2/2 [==============================] - 0s 12ms/step >39, 508/693, d1=0.325, d2=0.371 g=3.175 2/2 [==============================] - 0s 15ms/step >39, 509/693, d1=0.439, d2=0.285 g=4.645 2/2 [==============================] - 0s 16ms/step >39, 510/693, d1=0.350, d2=0.265 g=2.303 2/2 [==============================] - 0s 12ms/step >39, 511/693, d1=0.606, d2=0.406 g=3.402 2/2 [==============================] - 0s 13ms/step >39, 512/693, d1=0.409, d2=0.429 g=3.281 2/2 [==============================] - 0s 13ms/step >39, 513/693, d1=0.459, d2=0.385 g=3.696 2/2 [==============================] - 0s 13ms/step >39, 514/693, d1=0.422, d2=0.291 g=3.468 2/2 [==============================] - 0s 14ms/step >39, 515/693, d1=0.333, d2=0.348 g=3.026 2/2 [==============================] - 0s 16ms/step >39, 516/693, d1=0.202, d2=0.342 g=2.778 2/2 [==============================] - 0s 15ms/step >39, 517/693, d1=0.479, d2=0.265 g=2.677 2/2 [==============================] - 0s 13ms/step >39, 518/693, d1=0.357, d2=0.359 g=4.411 2/2 [==============================] - 0s 13ms/step >39, 519/693, d1=0.379, d2=0.332 g=2.688 2/2 [==============================] - 0s 13ms/step >39, 520/693, d1=0.393, d2=0.330 g=4.691 2/2 [==============================] - 0s 13ms/step >39, 521/693, d1=0.354, d2=0.271 g=3.483 2/2 [==============================] - 0s 14ms/step >39, 522/693, d1=0.345, d2=0.282 g=3.086 2/2 [==============================] - 0s 11ms/step >39, 523/693, d1=0.429, d2=0.339 g=3.345 2/2 [==============================] - 0s 13ms/step >39, 524/693, d1=0.311, d2=0.322 g=3.093 2/2 [==============================] - 0s 11ms/step >39, 525/693, d1=0.450, d2=0.337 g=3.814 2/2 [==============================] - 0s 13ms/step >39, 526/693, d1=0.398, d2=0.288 g=3.936 2/2 [==============================] - 0s 12ms/step >39, 527/693, d1=0.436, d2=0.342 g=3.992 2/2 [==============================] - 0s 14ms/step >39, 528/693, d1=0.419, d2=0.397 g=3.302 2/2 [==============================] - 0s 13ms/step >39, 529/693, d1=0.577, d2=0.337 g=2.955 2/2 [==============================] - 0s 14ms/step >39, 530/693, d1=0.444, d2=0.395 g=3.830 2/2 [==============================] - 0s 14ms/step >39, 531/693, d1=0.367, d2=0.469 g=3.809 2/2 [==============================] - 0s 14ms/step >39, 532/693, d1=0.281, d2=0.282 g=2.934 2/2 [==============================] - 0s 13ms/step >39, 533/693, d1=0.402, d2=0.300 g=3.776 2/2 [==============================] - 0s 13ms/step >39, 534/693, d1=0.469, d2=0.336 g=3.138 2/2 [==============================] - 0s 13ms/step >39, 535/693, d1=0.533, d2=0.354 g=4.828 2/2 [==============================] - 0s 13ms/step >39, 536/693, d1=0.359, d2=0.296 g=2.738 2/2 [==============================] - 0s 14ms/step >39, 537/693, d1=0.507, d2=0.491 g=3.546 2/2 [==============================] - 0s 11ms/step >39, 538/693, d1=0.428, d2=0.446 g=2.483 2/2 [==============================] - 0s 13ms/step >39, 539/693, d1=0.382, d2=0.249 g=4.142 2/2 [==============================] - 0s 13ms/step >39, 540/693, d1=0.326, d2=0.371 g=2.797 2/2 [==============================] - 0s 13ms/step >39, 541/693, d1=0.353, d2=0.293 g=3.047 2/2 [==============================] - 0s 13ms/step >39, 542/693, d1=0.385, d2=0.376 g=4.144 2/2 [==============================] - 0s 14ms/step >39, 543/693, d1=0.432, d2=0.405 g=3.010 2/2 [==============================] - 0s 14ms/step >39, 544/693, d1=0.448, d2=0.251 g=2.398 2/2 [==============================] - 0s 12ms/step >39, 545/693, d1=0.425, d2=0.390 g=4.400 2/2 [==============================] - 0s 15ms/step >39, 546/693, d1=0.391, d2=0.358 g=4.237 2/2 [==============================] - 0s 14ms/step >39, 547/693, d1=0.375, d2=0.482 g=2.823 2/2 [==============================] - 0s 14ms/step >39, 548/693, d1=0.401, d2=0.352 g=3.294 2/2 [==============================] - 0s 13ms/step >39, 549/693, d1=0.568, d2=0.304 g=3.097 2/2 [==============================] - 0s 13ms/step >39, 550/693, d1=0.304, d2=0.314 g=3.961 2/2 [==============================] - 0s 13ms/step >39, 551/693, d1=0.324, d2=0.334 g=2.355 2/2 [==============================] - 0s 12ms/step >39, 552/693, d1=0.405, d2=0.338 g=3.481 2/2 [==============================] - 0s 16ms/step >39, 553/693, d1=0.444, d2=0.258 g=3.242 2/2 [==============================] - 0s 14ms/step >39, 554/693, d1=0.378, d2=0.483 g=4.483 2/2 [==============================] - 0s 14ms/step >39, 555/693, d1=0.435, d2=0.329 g=3.590 2/2 [==============================] - 0s 14ms/step >39, 556/693, d1=0.467, d2=0.441 g=2.719 2/2 [==============================] - 0s 13ms/step >39, 557/693, d1=0.469, d2=0.339 g=4.152 2/2 [==============================] - 0s 14ms/step >39, 558/693, d1=0.412, d2=0.332 g=3.913 2/2 [==============================] - 0s 13ms/step >39, 559/693, d1=0.394, d2=0.271 g=2.809 2/2 [==============================] - 0s 13ms/step >39, 560/693, d1=0.364, d2=0.323 g=2.389 2/2 [==============================] - 0s 13ms/step >39, 561/693, d1=0.364, d2=0.453 g=4.047 2/2 [==============================] - 0s 14ms/step >39, 562/693, d1=0.408, d2=0.327 g=3.099 2/2 [==============================] - 0s 13ms/step >39, 563/693, d1=0.401, d2=0.237 g=3.329 2/2 [==============================] - 0s 14ms/step >39, 564/693, d1=0.402, d2=0.381 g=2.518 2/2 [==============================] - 0s 13ms/step >39, 565/693, d1=0.390, d2=0.432 g=3.557 2/2 [==============================] - 0s 14ms/step >39, 566/693, d1=0.470, d2=0.360 g=2.635 2/2 [==============================] - 0s 13ms/step >39, 567/693, d1=0.536, d2=0.421 g=4.873 2/2 [==============================] - 0s 12ms/step >39, 568/693, d1=0.442, d2=0.303 g=3.158 2/2 [==============================] - 0s 13ms/step >39, 569/693, d1=0.535, d2=0.338 g=3.792 2/2 [==============================] - 0s 14ms/step >39, 570/693, d1=0.393, d2=0.504 g=3.396 2/2 [==============================] - 0s 14ms/step >39, 571/693, d1=0.407, d2=0.317 g=3.193 2/2 [==============================] - 0s 12ms/step >39, 572/693, d1=0.396, d2=0.307 g=4.306 2/2 [==============================] - 0s 14ms/step >39, 573/693, d1=0.242, d2=0.352 g=4.565 2/2 [==============================] - 0s 12ms/step >39, 574/693, d1=0.508, d2=0.313 g=3.853 2/2 [==============================] - 0s 13ms/step >39, 575/693, d1=0.347, d2=0.285 g=4.448 2/2 [==============================] - 0s 12ms/step >39, 576/693, d1=0.400, d2=0.349 g=3.558 2/2 [==============================] - 0s 13ms/step >39, 577/693, d1=0.586, d2=0.307 g=3.782 2/2 [==============================] - 0s 14ms/step >39, 578/693, d1=0.298, d2=0.394 g=4.141 2/2 [==============================] - 0s 12ms/step >39, 579/693, d1=0.499, d2=0.291 g=3.630 2/2 [==============================] - 0s 14ms/step >39, 580/693, d1=0.438, d2=0.364 g=3.538 2/2 [==============================] - 0s 13ms/step >39, 581/693, d1=0.343, d2=0.310 g=2.762 2/2 [==============================] - 0s 13ms/step >39, 582/693, d1=0.355, d2=0.433 g=2.633 2/2 [==============================] - 0s 13ms/step >39, 583/693, d1=0.507, d2=0.359 g=3.260 2/2 [==============================] - 0s 13ms/step >39, 584/693, d1=0.419, d2=0.340 g=3.105 2/2 [==============================] - 0s 13ms/step >39, 585/693, d1=0.355, d2=0.436 g=3.303 2/2 [==============================] - 0s 14ms/step >39, 586/693, d1=0.310, d2=0.226 g=3.462 2/2 [==============================] - 0s 14ms/step >39, 587/693, d1=0.535, d2=0.355 g=3.912 2/2 [==============================] - 0s 12ms/step >39, 588/693, d1=0.460, d2=0.247 g=4.304 2/2 [==============================] - 0s 13ms/step >39, 589/693, d1=0.393, d2=0.575 g=3.142 2/2 [==============================] - 0s 12ms/step >39, 590/693, d1=0.411, d2=0.388 g=2.304 2/2 [==============================] - 0s 12ms/step >39, 591/693, d1=0.542, d2=0.400 g=3.774 2/2 [==============================] - 0s 13ms/step >39, 592/693, d1=0.505, d2=0.307 g=3.025 2/2 [==============================] - 0s 13ms/step >39, 593/693, d1=0.350, d2=0.334 g=3.550 2/2 [==============================] - 0s 14ms/step >39, 594/693, d1=0.492, d2=0.282 g=3.959 2/2 [==============================] - 0s 14ms/step >39, 595/693, d1=0.361, d2=0.437 g=3.240 2/2 [==============================] - 0s 13ms/step >39, 596/693, d1=0.359, d2=0.277 g=4.573 2/2 [==============================] - 0s 13ms/step >39, 597/693, d1=0.644, d2=0.313 g=3.870 2/2 [==============================] - 0s 13ms/step >39, 598/693, d1=0.301, d2=0.347 g=3.014 2/2 [==============================] - 0s 13ms/step >39, 599/693, d1=0.390, d2=0.421 g=3.031 2/2 [==============================] - 0s 14ms/step >39, 600/693, d1=0.385, d2=0.396 g=4.136 2/2 [==============================] - 0s 13ms/step >39, 601/693, d1=0.381, d2=0.403 g=2.075 2/2 [==============================] - 0s 14ms/step >39, 602/693, d1=0.487, d2=0.304 g=4.884 2/2 [==============================] - 0s 13ms/step >39, 603/693, d1=0.536, d2=0.297 g=3.311 2/2 [==============================] - 0s 15ms/step >39, 604/693, d1=0.314, d2=0.545 g=4.087 2/2 [==============================] - 0s 14ms/step >39, 605/693, d1=0.360, d2=0.252 g=3.882 2/2 [==============================] - 0s 13ms/step >39, 606/693, d1=0.411, d2=0.317 g=3.721 2/2 [==============================] - 0s 13ms/step >39, 607/693, d1=0.455, d2=0.309 g=3.868 2/2 [==============================] - 0s 14ms/step >39, 608/693, d1=0.379, d2=0.328 g=3.611 2/2 [==============================] - 0s 14ms/step >39, 609/693, d1=0.452, d2=0.333 g=2.723 2/2 [==============================] - 0s 13ms/step >39, 610/693, d1=0.443, d2=0.290 g=5.117 2/2 [==============================] - 0s 13ms/step >39, 611/693, d1=0.429, d2=0.447 g=4.060 2/2 [==============================] - 0s 13ms/step >39, 612/693, d1=0.307, d2=0.316 g=2.425 2/2 [==============================] - 0s 14ms/step >39, 613/693, d1=0.391, d2=0.282 g=3.130 2/2 [==============================] - 0s 15ms/step >39, 614/693, d1=0.395, d2=0.324 g=3.281 2/2 [==============================] - 0s 14ms/step >39, 615/693, d1=0.487, d2=0.307 g=3.610 2/2 [==============================] - 0s 15ms/step >39, 616/693, d1=0.336, d2=0.361 g=3.225 2/2 [==============================] - 0s 13ms/step >39, 617/693, d1=0.378, d2=0.346 g=3.998 2/2 [==============================] - 0s 12ms/step >39, 618/693, d1=0.433, d2=0.353 g=3.372 2/2 [==============================] - 0s 14ms/step >39, 619/693, d1=0.338, d2=0.502 g=3.555 2/2 [==============================] - 0s 13ms/step >39, 620/693, d1=0.588, d2=0.294 g=2.606 2/2 [==============================] - 0s 15ms/step >39, 621/693, d1=0.467, d2=0.410 g=2.891 2/2 [==============================] - 0s 13ms/step >39, 622/693, d1=0.364, d2=0.406 g=3.256 2/2 [==============================] - 0s 14ms/step >39, 623/693, d1=0.242, d2=0.419 g=3.085 2/2 [==============================] - 0s 14ms/step >39, 624/693, d1=0.451, d2=0.240 g=3.357 2/2 [==============================] - 0s 12ms/step >39, 625/693, d1=0.490, d2=0.303 g=3.913 2/2 [==============================] - 0s 15ms/step >39, 626/693, d1=0.468, d2=0.379 g=3.153 2/2 [==============================] - 0s 15ms/step >39, 627/693, d1=0.337, d2=0.327 g=2.967 2/2 [==============================] - 0s 15ms/step >39, 628/693, d1=0.308, d2=0.374 g=3.911 2/2 [==============================] - 0s 12ms/step >39, 629/693, d1=0.439, d2=0.343 g=3.294 2/2 [==============================] - 0s 13ms/step >39, 630/693, d1=0.452, d2=0.399 g=3.492 2/2 [==============================] - 0s 13ms/step >39, 631/693, d1=0.353, d2=0.335 g=3.461 2/2 [==============================] - 0s 13ms/step >39, 632/693, d1=0.432, d2=0.416 g=3.863 2/2 [==============================] - 0s 14ms/step >39, 633/693, d1=0.393, d2=0.331 g=3.018 2/2 [==============================] - 0s 14ms/step >39, 634/693, d1=0.524, d2=0.331 g=3.839 2/2 [==============================] - 0s 14ms/step >39, 635/693, d1=0.309, d2=0.516 g=3.136 2/2 [==============================] - 0s 14ms/step >39, 636/693, d1=0.473, d2=0.232 g=3.708 2/2 [==============================] - 0s 14ms/step >39, 637/693, d1=0.476, d2=0.392 g=3.872 2/2 [==============================] - 0s 14ms/step >39, 638/693, d1=0.487, d2=0.388 g=4.134 2/2 [==============================] - 0s 13ms/step >39, 639/693, d1=0.560, d2=0.465 g=2.888 2/2 [==============================] - 0s 11ms/step >39, 640/693, d1=0.477, d2=0.413 g=4.881 2/2 [==============================] - 0s 12ms/step >39, 641/693, d1=0.422, d2=0.455 g=3.327 2/2 [==============================] - 0s 12ms/step >39, 642/693, d1=0.425, d2=0.243 g=2.488 2/2 [==============================] - 0s 12ms/step >39, 643/693, d1=0.503, d2=0.377 g=3.116 2/2 [==============================] - 0s 12ms/step >39, 644/693, d1=0.239, d2=0.279 g=3.536 2/2 [==============================] - 0s 12ms/step >39, 645/693, d1=0.509, d2=0.236 g=3.776 2/2 [==============================] - 0s 13ms/step >39, 646/693, d1=0.473, d2=0.347 g=3.075 2/2 [==============================] - 0s 13ms/step >39, 647/693, d1=0.437, d2=0.378 g=4.100 2/2 [==============================] - 0s 13ms/step >39, 648/693, d1=0.468, d2=0.422 g=2.663 2/2 [==============================] - 0s 13ms/step >39, 649/693, d1=0.444, d2=0.265 g=3.859 2/2 [==============================] - 0s 12ms/step >39, 650/693, d1=0.351, d2=0.267 g=3.604 2/2 [==============================] - 0s 13ms/step >39, 651/693, d1=0.421, d2=0.357 g=2.959 2/2 [==============================] - 0s 13ms/step >39, 652/693, d1=0.354, d2=0.314 g=2.329 2/2 [==============================] - 0s 16ms/step >39, 653/693, d1=0.418, d2=0.444 g=2.954 2/2 [==============================] - 0s 12ms/step >39, 654/693, d1=0.380, d2=0.485 g=3.537 2/2 [==============================] - 0s 13ms/step >39, 655/693, d1=0.283, d2=0.259 g=3.327 2/2 [==============================] - 0s 15ms/step >39, 656/693, d1=0.561, d2=0.308 g=2.909 2/2 [==============================] - 0s 13ms/step >39, 657/693, d1=0.356, d2=0.226 g=3.199 2/2 [==============================] - 0s 13ms/step >39, 658/693, d1=0.521, d2=0.307 g=2.988 2/2 [==============================] - 0s 13ms/step >39, 659/693, d1=0.343, d2=0.414 g=3.319 2/2 [==============================] - 0s 13ms/step >39, 660/693, d1=0.448, d2=0.376 g=3.206 2/2 [==============================] - 0s 13ms/step >39, 661/693, d1=0.498, d2=0.444 g=3.623 2/2 [==============================] - 0s 13ms/step >39, 662/693, d1=0.435, d2=0.318 g=3.516 2/2 [==============================] - 0s 13ms/step >39, 663/693, d1=0.503, d2=0.340 g=4.050 2/2 [==============================] - 0s 13ms/step >39, 664/693, d1=0.531, d2=0.394 g=2.592 2/2 [==============================] - 0s 14ms/step >39, 665/693, d1=0.399, d2=0.362 g=3.666 2/2 [==============================] - 0s 12ms/step >39, 666/693, d1=0.301, d2=0.277 g=2.383 2/2 [==============================] - 0s 14ms/step >39, 667/693, d1=0.404, d2=0.365 g=3.336 2/2 [==============================] - 0s 13ms/step >39, 668/693, d1=0.502, d2=0.265 g=2.922 2/2 [==============================] - 0s 15ms/step >39, 669/693, d1=0.421, d2=0.394 g=2.717 2/2 [==============================] - 0s 13ms/step >39, 670/693, d1=0.364, d2=0.400 g=2.719 2/2 [==============================] - 0s 13ms/step >39, 671/693, d1=0.444, d2=0.296 g=2.475 2/2 [==============================] - 0s 13ms/step >39, 672/693, d1=0.375, d2=0.396 g=2.373 2/2 [==============================] - 0s 14ms/step >39, 673/693, d1=0.342, d2=0.319 g=3.756 2/2 [==============================] - 0s 18ms/step >39, 674/693, d1=0.310, d2=0.281 g=3.196 2/2 [==============================] - 0s 12ms/step >39, 675/693, d1=0.381, d2=0.387 g=2.914 2/2 [==============================] - 0s 13ms/step >39, 676/693, d1=0.459, d2=0.362 g=3.168 2/2 [==============================] - 0s 14ms/step >39, 677/693, d1=0.366, d2=0.374 g=3.354 2/2 [==============================] - 0s 15ms/step >39, 678/693, d1=0.458, d2=0.336 g=3.361 2/2 [==============================] - 0s 14ms/step >39, 679/693, d1=0.528, d2=0.364 g=3.313 2/2 [==============================] - 0s 16ms/step >39, 680/693, d1=0.379, d2=0.426 g=3.145 2/2 [==============================] - 0s 13ms/step >39, 681/693, d1=0.298, d2=0.281 g=3.840 2/2 [==============================] - 0s 12ms/step >39, 682/693, d1=0.342, d2=0.301 g=2.923 2/2 [==============================] - 0s 13ms/step >39, 683/693, d1=0.399, d2=0.286 g=3.090 2/2 [==============================] - 0s 13ms/step >39, 684/693, d1=0.367, d2=0.255 g=2.615 2/2 [==============================] - 0s 13ms/step >39, 685/693, d1=0.416, d2=0.319 g=2.811 2/2 [==============================] - 0s 15ms/step >39, 686/693, d1=0.323, d2=0.489 g=2.569 2/2 [==============================] - 0s 13ms/step >39, 687/693, d1=0.354, d2=0.460 g=2.796 2/2 [==============================] - 0s 12ms/step >39, 688/693, d1=0.403, d2=0.289 g=2.966 2/2 [==============================] - 0s 14ms/step >39, 689/693, d1=0.327, d2=0.181 g=2.842 2/2 [==============================] - 0s 13ms/step >39, 690/693, d1=0.394, d2=0.316 g=3.240 2/2 [==============================] - 0s 15ms/step >39, 691/693, d1=0.286, d2=0.416 g=2.799 2/2 [==============================] - 0s 13ms/step >39, 692/693, d1=0.375, d2=0.582 g=2.963 2/2 [==============================] - 0s 20ms/step >39, 693/693, d1=0.463, d2=0.286 g=2.847 2/2 [==============================] - 0s 13ms/step >40, 1/693, d1=0.622, d2=0.306 g=3.431 2/2 [==============================] - 0s 15ms/step >40, 2/693, d1=0.459, d2=0.386 g=2.632 2/2 [==============================] - 0s 15ms/step >40, 3/693, d1=0.449, d2=0.377 g=3.207 2/2 [==============================] - 0s 14ms/step >40, 4/693, d1=0.458, d2=0.329 g=3.251 2/2 [==============================] - 0s 12ms/step >40, 5/693, d1=0.292, d2=0.334 g=3.155 2/2 [==============================] - 0s 14ms/step >40, 6/693, d1=0.380, d2=0.299 g=3.109 2/2 [==============================] - 0s 14ms/step >40, 7/693, d1=0.254, d2=0.285 g=3.257 2/2 [==============================] - 0s 12ms/step >40, 8/693, d1=0.385, d2=0.377 g=3.091 2/2 [==============================] - 0s 13ms/step >40, 9/693, d1=0.505, d2=0.246 g=3.142 2/2 [==============================] - 0s 13ms/step >40, 10/693, d1=0.245, d2=0.245 g=3.586 2/2 [==============================] - 0s 11ms/step >40, 11/693, d1=0.443, d2=0.377 g=2.940 2/2 [==============================] - 0s 14ms/step >40, 12/693, d1=0.371, d2=0.250 g=2.878 2/2 [==============================] - 0s 14ms/step >40, 13/693, d1=0.342, d2=0.430 g=2.386 2/2 [==============================] - 0s 13ms/step >40, 14/693, d1=0.546, d2=0.353 g=2.537 2/2 [==============================] - 0s 12ms/step >40, 15/693, d1=0.436, d2=0.321 g=2.762 2/2 [==============================] - 0s 15ms/step >40, 16/693, d1=0.355, d2=0.294 g=3.482 2/2 [==============================] - 0s 14ms/step >40, 17/693, d1=0.375, d2=0.365 g=3.384 2/2 [==============================] - 0s 14ms/step >40, 18/693, d1=0.472, d2=0.390 g=4.027 2/2 [==============================] - 0s 14ms/step >40, 19/693, d1=0.447, d2=0.367 g=3.326 2/2 [==============================] - 0s 13ms/step >40, 20/693, d1=0.294, d2=0.338 g=2.712 2/2 [==============================] - 0s 12ms/step >40, 21/693, d1=0.419, d2=0.358 g=2.748 2/2 [==============================] - 0s 12ms/step >40, 22/693, d1=0.325, d2=0.326 g=3.007 2/2 [==============================] - 0s 11ms/step >40, 23/693, d1=0.323, d2=0.431 g=3.784 2/2 [==============================] - 0s 14ms/step >40, 24/693, d1=0.447, d2=0.280 g=3.342 2/2 [==============================] - 0s 12ms/step >40, 25/693, d1=0.344, d2=0.370 g=3.396 2/2 [==============================] - 0s 12ms/step >40, 26/693, d1=0.500, d2=0.297 g=2.779 2/2 [==============================] - 0s 12ms/step >40, 27/693, d1=0.515, d2=0.490 g=2.347 2/2 [==============================] - 0s 14ms/step >40, 28/693, d1=0.668, d2=0.481 g=2.936 2/2 [==============================] - 0s 14ms/step >40, 29/693, d1=0.248, d2=0.456 g=4.174 2/2 [==============================] - 0s 12ms/step >40, 30/693, d1=0.387, d2=0.309 g=3.991 2/2 [==============================] - 0s 13ms/step >40, 31/693, d1=0.349, d2=0.246 g=3.726 2/2 [==============================] - 0s 12ms/step >40, 32/693, d1=0.466, d2=0.327 g=4.511 2/2 [==============================] - 0s 12ms/step >40, 33/693, d1=0.473, d2=0.430 g=3.068 2/2 [==============================] - 0s 12ms/step >40, 34/693, d1=0.329, d2=0.337 g=2.577 2/2 [==============================] - 0s 14ms/step >40, 35/693, d1=0.361, d2=0.235 g=4.133 2/2 [==============================] - 0s 13ms/step >40, 36/693, d1=0.413, d2=0.444 g=3.853 2/2 [==============================] - 0s 13ms/step >40, 37/693, d1=0.387, d2=0.337 g=2.558 2/2 [==============================] - 0s 11ms/step >40, 38/693, d1=0.409, d2=0.254 g=2.939 2/2 [==============================] - 0s 14ms/step >40, 39/693, d1=0.321, d2=0.270 g=4.094 2/2 [==============================] - 0s 14ms/step >40, 40/693, d1=0.303, d2=0.360 g=3.732 2/2 [==============================] - 0s 12ms/step >40, 41/693, d1=0.407, d2=0.250 g=3.097 2/2 [==============================] - 0s 12ms/step >40, 42/693, d1=0.495, d2=0.431 g=4.456 2/2 [==============================] - 0s 14ms/step >40, 43/693, d1=0.400, d2=0.366 g=4.178 2/2 [==============================] - 0s 12ms/step >40, 44/693, d1=0.380, d2=0.425 g=3.442 2/2 [==============================] - 0s 13ms/step >40, 45/693, d1=0.402, d2=0.291 g=2.866 2/2 [==============================] - 0s 13ms/step >40, 46/693, d1=0.275, d2=0.330 g=3.142 2/2 [==============================] - 0s 12ms/step >40, 47/693, d1=0.509, d2=0.343 g=3.029 2/2 [==============================] - 0s 13ms/step >40, 48/693, d1=0.385, d2=0.416 g=3.528 2/2 [==============================] - 0s 13ms/step >40, 49/693, d1=0.397, d2=0.342 g=3.546 2/2 [==============================] - 0s 13ms/step >40, 50/693, d1=0.391, d2=0.387 g=3.043 2/2 [==============================] - 0s 12ms/step >40, 51/693, d1=0.372, d2=0.299 g=3.761 2/2 [==============================] - 0s 12ms/step >40, 52/693, d1=0.303, d2=0.302 g=3.659 2/2 [==============================] - 0s 12ms/step >40, 53/693, d1=0.338, d2=0.327 g=2.767 2/2 [==============================] - 0s 14ms/step >40, 54/693, d1=0.449, d2=0.377 g=3.341 2/2 [==============================] - 0s 13ms/step >40, 55/693, d1=0.424, d2=0.386 g=2.997 2/2 [==============================] - 0s 12ms/step >40, 56/693, d1=0.414, d2=0.230 g=3.443 2/2 [==============================] - 0s 14ms/step >40, 57/693, d1=0.391, d2=0.277 g=3.066 2/2 [==============================] - 0s 14ms/step >40, 58/693, d1=0.559, d2=0.354 g=2.623 2/2 [==============================] - 0s 13ms/step >40, 59/693, d1=0.311, d2=0.462 g=2.250 2/2 [==============================] - 0s 13ms/step >40, 60/693, d1=0.395, d2=0.352 g=2.949 2/2 [==============================] - 0s 16ms/step >40, 61/693, d1=0.524, d2=0.232 g=3.244 2/2 [==============================] - 0s 14ms/step >40, 62/693, d1=0.306, d2=0.337 g=3.187 2/2 [==============================] - 0s 14ms/step >40, 63/693, d1=0.477, d2=0.402 g=2.457 2/2 [==============================] - 0s 13ms/step >40, 64/693, d1=0.280, d2=0.489 g=3.654 2/2 [==============================] - 0s 13ms/step >40, 65/693, d1=0.537, d2=0.357 g=4.428 2/2 [==============================] - 0s 12ms/step >40, 66/693, d1=0.494, d2=0.419 g=3.292 2/2 [==============================] - 0s 14ms/step >40, 67/693, d1=0.354, d2=0.339 g=2.895 2/2 [==============================] - 0s 24ms/step >40, 68/693, d1=0.412, d2=0.307 g=4.129 2/2 [==============================] - 0s 13ms/step >40, 69/693, d1=0.399, d2=0.462 g=3.036 2/2 [==============================] - 0s 14ms/step >40, 70/693, d1=0.487, d2=0.313 g=2.800 2/2 [==============================] - 0s 13ms/step >40, 71/693, d1=0.386, d2=0.301 g=4.406 2/2 [==============================] - 0s 12ms/step >40, 72/693, d1=0.460, d2=0.286 g=4.270 2/2 [==============================] - 0s 15ms/step >40, 73/693, d1=0.366, d2=0.382 g=3.958 2/2 [==============================] - 0s 15ms/step >40, 74/693, d1=0.435, d2=0.329 g=4.436 2/2 [==============================] - 0s 14ms/step >40, 75/693, d1=0.465, d2=0.374 g=3.465 2/2 [==============================] - 0s 12ms/step >40, 76/693, d1=0.532, d2=0.245 g=2.533 2/2 [==============================] - 0s 15ms/step >40, 77/693, d1=0.471, d2=0.481 g=2.174 2/2 [==============================] - 0s 15ms/step >40, 78/693, d1=0.278, d2=0.396 g=3.942 2/2 [==============================] - 0s 14ms/step >40, 79/693, d1=0.405, d2=0.290 g=2.578 2/2 [==============================] - 0s 15ms/step >40, 80/693, d1=0.295, d2=0.365 g=3.258 2/2 [==============================] - 0s 14ms/step >40, 81/693, d1=0.432, d2=0.350 g=2.548 2/2 [==============================] - 0s 13ms/step >40, 82/693, d1=0.501, d2=0.280 g=4.324 2/2 [==============================] - 0s 13ms/step >40, 83/693, d1=0.501, d2=0.371 g=2.645 2/2 [==============================] - 0s 13ms/step >40, 84/693, d1=0.392, d2=0.335 g=2.761 2/2 [==============================] - 0s 15ms/step >40, 85/693, d1=0.486, d2=0.417 g=2.272 2/2 [==============================] - 0s 13ms/step >40, 86/693, d1=0.367, d2=0.382 g=3.017 2/2 [==============================] - 0s 13ms/step >40, 87/693, d1=0.418, d2=0.311 g=3.271 2/2 [==============================] - 0s 13ms/step >40, 88/693, d1=0.292, d2=0.420 g=3.163 2/2 [==============================] - 0s 12ms/step >40, 89/693, d1=0.370, d2=0.277 g=3.574 2/2 [==============================] - 0s 13ms/step >40, 90/693, d1=0.311, d2=0.277 g=3.516 2/2 [==============================] - 0s 13ms/step >40, 91/693, d1=0.583, d2=0.327 g=3.907 2/2 [==============================] - 0s 14ms/step >40, 92/693, d1=0.406, d2=0.307 g=2.889 2/2 [==============================] - 0s 12ms/step >40, 93/693, d1=0.335, d2=0.395 g=4.331 2/2 [==============================] - 0s 12ms/step >40, 94/693, d1=0.458, d2=0.319 g=3.124 2/2 [==============================] - 0s 12ms/step >40, 95/693, d1=0.417, d2=0.492 g=4.664 2/2 [==============================] - 0s 9ms/step >40, 96/693, d1=0.310, d2=0.311 g=3.095 2/2 [==============================] - 0s 13ms/step >40, 97/693, d1=0.545, d2=0.409 g=3.922 2/2 [==============================] - 0s 12ms/step >40, 98/693, d1=0.375, d2=0.365 g=3.215 2/2 [==============================] - 0s 13ms/step >40, 99/693, d1=0.301, d2=0.319 g=2.920 2/2 [==============================] - 0s 14ms/step >40, 100/693, d1=0.351, d2=0.278 g=4.479 2/2 [==============================] - 0s 14ms/step >40, 101/693, d1=0.491, d2=0.316 g=3.674 2/2 [==============================] - 0s 14ms/step >40, 102/693, d1=0.434, d2=0.405 g=3.626 2/2 [==============================] - 0s 13ms/step >40, 103/693, d1=0.430, d2=0.382 g=3.707 2/2 [==============================] - 0s 13ms/step >40, 104/693, d1=0.319, d2=0.400 g=3.377 2/2 [==============================] - 0s 14ms/step >40, 105/693, d1=0.452, d2=0.316 g=2.981 2/2 [==============================] - 0s 14ms/step >40, 106/693, d1=0.575, d2=0.399 g=4.231 2/2 [==============================] - 0s 14ms/step >40, 107/693, d1=0.309, d2=0.298 g=4.460 2/2 [==============================] - 0s 13ms/step >40, 108/693, d1=0.618, d2=0.286 g=2.742 2/2 [==============================] - 0s 12ms/step >40, 109/693, d1=0.322, d2=0.593 g=3.575 2/2 [==============================] - 0s 13ms/step >40, 110/693, d1=0.391, d2=0.207 g=2.421 2/2 [==============================] - 0s 12ms/step >40, 111/693, d1=0.508, d2=0.300 g=2.886 2/2 [==============================] - 0s 16ms/step >40, 112/693, d1=0.353, d2=0.257 g=2.563 2/2 [==============================] - 0s 16ms/step >40, 113/693, d1=0.309, d2=0.347 g=2.677 2/2 [==============================] - 0s 13ms/step >40, 114/693, d1=0.313, d2=0.243 g=3.435 2/2 [==============================] - 0s 13ms/step >40, 115/693, d1=0.441, d2=0.363 g=3.066 2/2 [==============================] - 0s 13ms/step >40, 116/693, d1=0.376, d2=0.486 g=2.427 2/2 [==============================] - 0s 13ms/step >40, 117/693, d1=0.404, d2=0.242 g=2.173 2/2 [==============================] - 0s 13ms/step >40, 118/693, d1=0.386, d2=0.416 g=4.090 2/2 [==============================] - 0s 13ms/step >40, 119/693, d1=0.360, d2=0.335 g=3.553 2/2 [==============================] - 0s 14ms/step >40, 120/693, d1=0.436, d2=0.297 g=3.819 2/2 [==============================] - 0s 14ms/step >40, 121/693, d1=0.500, d2=0.290 g=2.356 2/2 [==============================] - 0s 15ms/step >40, 122/693, d1=0.288, d2=0.393 g=4.818 2/2 [==============================] - 0s 13ms/step >40, 123/693, d1=0.355, d2=0.317 g=2.952 2/2 [==============================] - 0s 13ms/step >40, 124/693, d1=0.330, d2=0.323 g=2.906 2/2 [==============================] - 0s 14ms/step >40, 125/693, d1=0.396, d2=0.462 g=3.799 2/2 [==============================] - 0s 11ms/step >40, 126/693, d1=0.639, d2=0.309 g=3.190 2/2 [==============================] - 0s 14ms/step >40, 127/693, d1=0.439, d2=0.401 g=4.433 2/2 [==============================] - 0s 12ms/step >40, 128/693, d1=0.476, d2=0.321 g=2.505 2/2 [==============================] - 0s 14ms/step >40, 129/693, d1=0.441, d2=0.384 g=2.863 2/2 [==============================] - 0s 14ms/step >40, 130/693, d1=0.321, d2=0.279 g=3.491 2/2 [==============================] - 0s 13ms/step >40, 131/693, d1=0.397, d2=0.380 g=3.263 2/2 [==============================] - 0s 13ms/step >40, 132/693, d1=0.459, d2=0.391 g=2.975 2/2 [==============================] - 0s 14ms/step >40, 133/693, d1=0.293, d2=0.411 g=2.497 2/2 [==============================] - 0s 13ms/step >40, 134/693, d1=0.282, d2=0.265 g=4.228 2/2 [==============================] - 0s 12ms/step >40, 135/693, d1=0.413, d2=0.247 g=2.785 2/2 [==============================] - 0s 14ms/step >40, 136/693, d1=0.321, d2=0.337 g=3.782 2/2 [==============================] - 0s 12ms/step >40, 137/693, d1=0.553, d2=0.303 g=3.370 2/2 [==============================] - 0s 12ms/step >40, 138/693, d1=0.431, d2=0.326 g=2.295 2/2 [==============================] - 0s 12ms/step >40, 139/693, d1=0.437, d2=0.382 g=2.388 2/2 [==============================] - 0s 12ms/step >40, 140/693, d1=0.360, d2=0.330 g=3.791 2/2 [==============================] - 0s 12ms/step >40, 141/693, d1=0.259, d2=0.372 g=3.039 2/2 [==============================] - 0s 13ms/step >40, 142/693, d1=0.489, d2=0.293 g=2.469 2/2 [==============================] - 0s 14ms/step >40, 143/693, d1=0.279, d2=0.436 g=3.187 2/2 [==============================] - 0s 13ms/step >40, 144/693, d1=0.553, d2=0.347 g=3.513 2/2 [==============================] - 0s 14ms/step >40, 145/693, d1=0.340, d2=0.478 g=3.767 2/2 [==============================] - 0s 13ms/step >40, 146/693, d1=0.514, d2=0.290 g=4.865 2/2 [==============================] - 0s 12ms/step >40, 147/693, d1=0.458, d2=0.396 g=2.579 2/2 [==============================] - 0s 14ms/step >40, 148/693, d1=0.285, d2=0.339 g=2.904 2/2 [==============================] - 0s 14ms/step >40, 149/693, d1=0.363, d2=0.355 g=3.013 2/2 [==============================] - 0s 13ms/step >40, 150/693, d1=0.403, d2=0.276 g=3.558 2/2 [==============================] - 0s 12ms/step >40, 151/693, d1=0.522, d2=0.387 g=2.540 2/2 [==============================] - 0s 14ms/step >40, 152/693, d1=0.402, d2=0.355 g=3.314 2/2 [==============================] - 0s 13ms/step >40, 153/693, d1=0.478, d2=0.244 g=2.561 2/2 [==============================] - 0s 12ms/step >40, 154/693, d1=0.223, d2=0.326 g=3.148 2/2 [==============================] - 0s 15ms/step >40, 155/693, d1=0.436, d2=0.304 g=4.114 2/2 [==============================] - 0s 14ms/step >40, 156/693, d1=0.374, d2=0.334 g=3.496 2/2 [==============================] - 0s 14ms/step >40, 157/693, d1=0.451, d2=0.341 g=3.651 2/2 [==============================] - 0s 13ms/step >40, 158/693, d1=0.423, d2=0.387 g=3.878 2/2 [==============================] - 0s 14ms/step >40, 159/693, d1=0.581, d2=0.323 g=2.998 2/2 [==============================] - 0s 12ms/step >40, 160/693, d1=0.388, d2=0.445 g=2.852 2/2 [==============================] - 0s 12ms/step >40, 161/693, d1=0.396, d2=0.386 g=2.921 2/2 [==============================] - 0s 14ms/step >40, 162/693, d1=0.515, d2=0.406 g=3.478 2/2 [==============================] - 0s 12ms/step >40, 163/693, d1=0.448, d2=0.316 g=3.363 2/2 [==============================] - 0s 12ms/step >40, 164/693, d1=0.369, d2=0.330 g=3.254 2/2 [==============================] - 0s 13ms/step >40, 165/693, d1=0.591, d2=0.366 g=3.043 2/2 [==============================] - 0s 12ms/step >40, 166/693, d1=0.425, d2=0.425 g=3.174 2/2 [==============================] - 0s 11ms/step >40, 167/693, d1=0.330, d2=0.279 g=3.904 2/2 [==============================] - 0s 14ms/step >40, 168/693, d1=0.312, d2=0.343 g=3.187 2/2 [==============================] - 0s 12ms/step >40, 169/693, d1=0.412, d2=0.333 g=3.427 2/2 [==============================] - 0s 14ms/step >40, 170/693, d1=0.334, d2=0.340 g=3.121 2/2 [==============================] - 0s 14ms/step >40, 171/693, d1=0.389, d2=0.364 g=2.943 2/2 [==============================] - 0s 12ms/step >40, 172/693, d1=0.473, d2=0.388 g=2.685 2/2 [==============================] - 0s 13ms/step >40, 173/693, d1=0.310, d2=0.362 g=3.368 2/2 [==============================] - 0s 21ms/step >40, 174/693, d1=0.462, d2=0.341 g=3.164 2/2 [==============================] - 0s 14ms/step >40, 175/693, d1=0.399, d2=0.306 g=3.290 2/2 [==============================] - 0s 13ms/step >40, 176/693, d1=0.478, d2=0.404 g=2.903 2/2 [==============================] - 0s 12ms/step >40, 177/693, d1=0.302, d2=0.299 g=3.814 2/2 [==============================] - 0s 14ms/step >40, 178/693, d1=0.507, d2=0.287 g=2.605 2/2 [==============================] - 0s 14ms/step >40, 179/693, d1=0.316, d2=0.491 g=3.247 2/2 [==============================] - 0s 13ms/step >40, 180/693, d1=0.370, d2=0.412 g=3.124 2/2 [==============================] - 0s 13ms/step >40, 181/693, d1=0.386, d2=0.382 g=2.606 2/2 [==============================] - 0s 13ms/step >40, 182/693, d1=0.467, d2=0.338 g=3.616 2/2 [==============================] - 0s 15ms/step >40, 183/693, d1=0.453, d2=0.308 g=3.186 2/2 [==============================] - 0s 12ms/step >40, 184/693, d1=0.514, d2=0.343 g=3.666 2/2 [==============================] - 0s 12ms/step >40, 185/693, d1=0.432, d2=0.298 g=2.790 2/2 [==============================] - 0s 15ms/step >40, 186/693, d1=0.434, d2=0.471 g=2.942 2/2 [==============================] - 0s 13ms/step >40, 187/693, d1=0.356, d2=0.359 g=2.043 2/2 [==============================] - 0s 14ms/step >40, 188/693, d1=0.530, d2=0.248 g=2.588 2/2 [==============================] - 0s 14ms/step >40, 189/693, d1=0.333, d2=0.306 g=2.968 2/2 [==============================] - 0s 12ms/step >40, 190/693, d1=0.369, d2=0.384 g=3.433 2/2 [==============================] - 0s 14ms/step >40, 191/693, d1=0.332, d2=0.354 g=3.851 2/2 [==============================] - 0s 13ms/step >40, 192/693, d1=0.513, d2=0.363 g=3.634 2/2 [==============================] - 0s 14ms/step >40, 193/693, d1=0.402, d2=0.465 g=2.641 2/2 [==============================] - 0s 12ms/step >40, 194/693, d1=0.447, d2=0.385 g=3.498 2/2 [==============================] - 0s 13ms/step >40, 195/693, d1=0.515, d2=0.367 g=2.847 2/2 [==============================] - 0s 15ms/step >40, 196/693, d1=0.378, d2=0.291 g=3.316 2/2 [==============================] - 0s 13ms/step >40, 197/693, d1=0.326, d2=0.333 g=3.132 2/2 [==============================] - 0s 14ms/step >40, 198/693, d1=0.444, d2=0.340 g=3.923 2/2 [==============================] - 0s 12ms/step >40, 199/693, d1=0.438, d2=0.383 g=3.119 2/2 [==============================] - 0s 12ms/step >40, 200/693, d1=0.475, d2=0.437 g=3.088 2/2 [==============================] - 0s 12ms/step >40, 201/693, d1=0.487, d2=0.369 g=2.693 2/2 [==============================] - 0s 13ms/step >40, 202/693, d1=0.402, d2=0.307 g=2.429 2/2 [==============================] - 0s 14ms/step >40, 203/693, d1=0.380, d2=0.299 g=2.515 2/2 [==============================] - 0s 13ms/step >40, 204/693, d1=0.277, d2=0.346 g=2.348 2/2 [==============================] - 0s 14ms/step >40, 205/693, d1=0.300, d2=0.380 g=2.687 2/2 [==============================] - 0s 17ms/step >40, 206/693, d1=0.504, d2=0.353 g=2.991 2/2 [==============================] - 0s 14ms/step >40, 207/693, d1=0.390, d2=0.288 g=3.335 2/2 [==============================] - 0s 13ms/step >40, 208/693, d1=0.511, d2=0.269 g=2.825 2/2 [==============================] - 0s 14ms/step >40, 209/693, d1=0.452, d2=0.322 g=2.360 2/2 [==============================] - 0s 13ms/step >40, 210/693, d1=0.405, d2=0.454 g=3.449 2/2 [==============================] - 0s 17ms/step >40, 211/693, d1=0.296, d2=0.366 g=2.460 2/2 [==============================] - 0s 21ms/step >40, 212/693, d1=0.347, d2=0.267 g=3.815 2/2 [==============================] - 0s 12ms/step >40, 213/693, d1=0.507, d2=0.250 g=3.198 2/2 [==============================] - 0s 12ms/step >40, 214/693, d1=0.360, d2=0.425 g=2.604 2/2 [==============================] - 0s 13ms/step >40, 215/693, d1=0.432, d2=0.454 g=3.035 2/2 [==============================] - 0s 13ms/step >40, 216/693, d1=0.344, d2=0.310 g=3.671 2/2 [==============================] - 0s 13ms/step >40, 217/693, d1=0.417, d2=0.280 g=3.259 2/2 [==============================] - 0s 12ms/step >40, 218/693, d1=0.436, d2=0.302 g=2.829 2/2 [==============================] - 0s 13ms/step >40, 219/693, d1=0.505, d2=0.356 g=3.356 2/2 [==============================] - 0s 13ms/step >40, 220/693, d1=0.290, d2=0.349 g=2.263 2/2 [==============================] - 0s 12ms/step >40, 221/693, d1=0.414, d2=0.350 g=3.541 2/2 [==============================] - 0s 14ms/step >40, 222/693, d1=0.471, d2=0.312 g=2.048 2/2 [==============================] - 0s 15ms/step >40, 223/693, d1=0.403, d2=0.415 g=2.377 2/2 [==============================] - 0s 14ms/step >40, 224/693, d1=0.374, d2=0.393 g=2.921 2/2 [==============================] - 0s 13ms/step >40, 225/693, d1=0.458, d2=0.275 g=3.863 2/2 [==============================] - 0s 13ms/step >40, 226/693, d1=0.368, d2=0.378 g=2.641 2/2 [==============================] - 0s 12ms/step >40, 227/693, d1=0.453, d2=0.280 g=2.232 2/2 [==============================] - 0s 13ms/step >40, 228/693, d1=0.290, d2=0.442 g=2.692 2/2 [==============================] - 0s 13ms/step >40, 229/693, d1=0.520, d2=0.280 g=2.979 2/2 [==============================] - 0s 13ms/step >40, 230/693, d1=0.396, d2=0.293 g=3.680 2/2 [==============================] - 0s 12ms/step >40, 231/693, d1=0.362, d2=0.332 g=3.389 2/2 [==============================] - 0s 13ms/step >40, 232/693, d1=0.451, d2=0.447 g=2.772 2/2 [==============================] - 0s 13ms/step >40, 233/693, d1=0.432, d2=0.296 g=3.115 2/2 [==============================] - 0s 14ms/step >40, 234/693, d1=0.333, d2=0.429 g=2.158 2/2 [==============================] - 0s 12ms/step >40, 235/693, d1=0.419, d2=0.374 g=2.852 2/2 [==============================] - 0s 13ms/step >40, 236/693, d1=0.458, d2=0.392 g=3.214 2/2 [==============================] - 0s 14ms/step >40, 237/693, d1=0.408, d2=0.261 g=2.624 2/2 [==============================] - 0s 14ms/step >40, 238/693, d1=0.488, d2=0.392 g=3.320 2/2 [==============================] - 0s 13ms/step >40, 239/693, d1=0.316, d2=0.375 g=3.065 2/2 [==============================] - 0s 13ms/step >40, 240/693, d1=0.348, d2=0.337 g=3.628 2/2 [==============================] - 0s 13ms/step >40, 241/693, d1=0.320, d2=0.294 g=3.684 2/2 [==============================] - 0s 13ms/step >40, 242/693, d1=0.470, d2=0.282 g=3.788 2/2 [==============================] - 0s 13ms/step >40, 243/693, d1=0.338, d2=0.351 g=2.751 2/2 [==============================] - 0s 13ms/step >40, 244/693, d1=0.267, d2=0.375 g=2.885 2/2 [==============================] - 0s 13ms/step >40, 245/693, d1=0.303, d2=0.273 g=3.195 2/2 [==============================] - 0s 14ms/step >40, 246/693, d1=0.453, d2=0.240 g=3.272 2/2 [==============================] - 0s 13ms/step >40, 247/693, d1=0.390, d2=0.350 g=3.424 2/2 [==============================] - 0s 13ms/step >40, 248/693, d1=0.365, d2=0.526 g=3.430 2/2 [==============================] - 0s 13ms/step >40, 249/693, d1=0.622, d2=0.325 g=3.468 2/2 [==============================] - 0s 12ms/step >40, 250/693, d1=0.416, d2=0.289 g=3.209 2/2 [==============================] - 0s 12ms/step >40, 251/693, d1=0.314, d2=0.267 g=2.782 2/2 [==============================] - 0s 13ms/step >40, 252/693, d1=0.454, d2=0.436 g=2.657 2/2 [==============================] - 0s 12ms/step >40, 253/693, d1=0.299, d2=0.369 g=3.110 2/2 [==============================] - 0s 13ms/step >40, 254/693, d1=0.527, d2=0.356 g=2.736 2/2 [==============================] - 0s 13ms/step >40, 255/693, d1=0.318, d2=0.290 g=3.660 2/2 [==============================] - 0s 16ms/step >40, 256/693, d1=0.475, d2=0.246 g=3.103 2/2 [==============================] - 0s 14ms/step >40, 257/693, d1=0.359, d2=0.354 g=2.913 2/2 [==============================] - 0s 12ms/step >40, 258/693, d1=0.495, d2=0.440 g=3.217 2/2 [==============================] - 0s 11ms/step >40, 259/693, d1=0.486, d2=0.267 g=2.777 2/2 [==============================] - 0s 14ms/step >40, 260/693, d1=0.404, d2=0.365 g=2.417 2/2 [==============================] - 0s 12ms/step >40, 261/693, d1=0.302, d2=0.307 g=2.177 2/2 [==============================] - 0s 14ms/step >40, 262/693, d1=0.357, d2=0.306 g=2.597 2/2 [==============================] - 0s 14ms/step >40, 263/693, d1=0.460, d2=0.362 g=3.285 2/2 [==============================] - 0s 14ms/step >40, 264/693, d1=0.398, d2=0.450 g=3.288 2/2 [==============================] - 0s 13ms/step >40, 265/693, d1=0.423, d2=0.377 g=2.971 2/2 [==============================] - 0s 13ms/step >40, 266/693, d1=0.291, d2=0.307 g=2.972 2/2 [==============================] - 0s 14ms/step >40, 267/693, d1=0.400, d2=0.314 g=3.474 2/2 [==============================] - 0s 14ms/step >40, 268/693, d1=0.315, d2=0.385 g=3.638 2/2 [==============================] - 0s 12ms/step >40, 269/693, d1=0.390, d2=0.267 g=2.932 2/2 [==============================] - 0s 11ms/step >40, 270/693, d1=0.563, d2=0.469 g=3.005 2/2 [==============================] - 0s 14ms/step >40, 271/693, d1=0.386, d2=0.330 g=3.614 2/2 [==============================] - 0s 13ms/step >40, 272/693, d1=0.437, d2=0.337 g=3.597 2/2 [==============================] - 0s 13ms/step >40, 273/693, d1=0.490, d2=0.457 g=3.193 2/2 [==============================] - 0s 13ms/step >40, 274/693, d1=0.327, d2=0.305 g=3.236 2/2 [==============================] - 0s 14ms/step >40, 275/693, d1=0.667, d2=0.342 g=3.455 2/2 [==============================] - 0s 15ms/step >40, 276/693, d1=0.389, d2=0.533 g=3.603 2/2 [==============================] - 0s 13ms/step >40, 277/693, d1=0.263, d2=0.333 g=2.594 2/2 [==============================] - 0s 13ms/step >40, 278/693, d1=0.373, d2=0.357 g=3.523 2/2 [==============================] - 0s 13ms/step >40, 279/693, d1=0.516, d2=0.321 g=2.539 2/2 [==============================] - 0s 12ms/step >40, 280/693, d1=0.314, d2=0.387 g=4.419 2/2 [==============================] - 0s 13ms/step >40, 281/693, d1=0.403, d2=0.357 g=4.038 2/2 [==============================] - 0s 14ms/step >40, 282/693, d1=0.397, d2=0.422 g=3.507 2/2 [==============================] - 0s 15ms/step >40, 283/693, d1=0.340, d2=0.248 g=3.673 2/2 [==============================] - 0s 13ms/step >40, 284/693, d1=0.414, d2=0.365 g=3.699 2/2 [==============================] - 0s 18ms/step >40, 285/693, d1=0.374, d2=0.235 g=2.974 2/2 [==============================] - 0s 11ms/step >40, 286/693, d1=0.327, d2=0.462 g=3.391 2/2 [==============================] - 0s 13ms/step >40, 287/693, d1=0.442, d2=0.239 g=3.338 2/2 [==============================] - 0s 14ms/step >40, 288/693, d1=0.421, d2=0.269 g=3.444 2/2 [==============================] - 0s 14ms/step >40, 289/693, d1=0.298, d2=0.371 g=3.084 2/2 [==============================] - 0s 14ms/step >40, 290/693, d1=0.364, d2=0.331 g=3.586 2/2 [==============================] - 0s 15ms/step >40, 291/693, d1=0.402, d2=0.276 g=2.701 2/2 [==============================] - 0s 13ms/step >40, 292/693, d1=0.448, d2=0.343 g=2.399 2/2 [==============================] - 0s 13ms/step >40, 293/693, d1=0.363, d2=0.392 g=2.864 2/2 [==============================] - 0s 12ms/step >40, 294/693, d1=0.662, d2=0.382 g=3.547 2/2 [==============================] - 0s 12ms/step >40, 295/693, d1=0.411, d2=0.454 g=2.824 2/2 [==============================] - 0s 11ms/step >40, 296/693, d1=0.310, d2=0.260 g=3.039 2/2 [==============================] - 0s 11ms/step >40, 297/693, d1=0.432, d2=0.318 g=2.619 2/2 [==============================] - 0s 13ms/step >40, 298/693, d1=0.319, d2=0.412 g=4.227 2/2 [==============================] - 0s 14ms/step >40, 299/693, d1=0.524, d2=0.461 g=2.834 2/2 [==============================] - 0s 12ms/step >40, 300/693, d1=0.512, d2=0.274 g=3.504 2/2 [==============================] - 0s 15ms/step >40, 301/693, d1=0.426, d2=0.438 g=3.176 2/2 [==============================] - 0s 14ms/step >40, 302/693, d1=0.470, d2=0.333 g=3.390 2/2 [==============================] - 0s 13ms/step >40, 303/693, d1=0.409, d2=0.325 g=3.114 2/2 [==============================] - 0s 12ms/step >40, 304/693, d1=0.337, d2=0.396 g=3.447 2/2 [==============================] - 0s 12ms/step >40, 305/693, d1=0.279, d2=0.386 g=4.278 2/2 [==============================] - 0s 14ms/step >40, 306/693, d1=0.383, d2=0.313 g=3.579 2/2 [==============================] - 0s 15ms/step >40, 307/693, d1=0.545, d2=0.370 g=3.006 2/2 [==============================] - 0s 15ms/step >40, 308/693, d1=0.375, d2=0.453 g=3.308 2/2 [==============================] - 0s 12ms/step >40, 309/693, d1=0.358, d2=0.287 g=3.912 2/2 [==============================] - 0s 13ms/step >40, 310/693, d1=0.483, d2=0.273 g=3.607 2/2 [==============================] - 0s 11ms/step >40, 311/693, d1=0.487, d2=0.279 g=2.524 2/2 [==============================] - 0s 13ms/step >40, 312/693, d1=0.490, d2=0.417 g=2.614 2/2 [==============================] - 0s 14ms/step >40, 313/693, d1=0.349, d2=0.355 g=3.685 2/2 [==============================] - 0s 12ms/step >40, 314/693, d1=0.550, d2=0.372 g=3.111 2/2 [==============================] - 0s 12ms/step >40, 315/693, d1=0.390, d2=0.392 g=2.227 2/2 [==============================] - 0s 13ms/step >40, 316/693, d1=0.360, d2=0.364 g=2.735 2/2 [==============================] - 0s 12ms/step >40, 317/693, d1=0.436, d2=0.257 g=2.999 2/2 [==============================] - 0s 13ms/step >40, 318/693, d1=0.279, d2=0.288 g=4.327 2/2 [==============================] - 0s 14ms/step >40, 319/693, d1=0.402, d2=0.322 g=2.950 2/2 [==============================] - 0s 13ms/step >40, 320/693, d1=0.379, d2=0.315 g=3.260 2/2 [==============================] - 0s 11ms/step >40, 321/693, d1=0.388, d2=0.443 g=2.593 2/2 [==============================] - 0s 13ms/step >40, 322/693, d1=0.375, d2=0.335 g=2.598 2/2 [==============================] - 0s 14ms/step >40, 323/693, d1=0.429, d2=0.289 g=2.571 2/2 [==============================] - 0s 12ms/step >40, 324/693, d1=0.315, d2=0.356 g=2.497 2/2 [==============================] - 0s 13ms/step >40, 325/693, d1=0.481, d2=0.303 g=3.491 2/2 [==============================] - 0s 14ms/step >40, 326/693, d1=0.236, d2=0.273 g=2.548 2/2 [==============================] - 0s 14ms/step >40, 327/693, d1=0.420, d2=0.365 g=3.596 2/2 [==============================] - 0s 14ms/step >40, 328/693, d1=0.404, d2=0.326 g=2.846 2/2 [==============================] - 0s 14ms/step >40, 329/693, d1=0.479, d2=0.479 g=3.585 2/2 [==============================] - 0s 14ms/step >40, 330/693, d1=0.484, d2=0.350 g=3.368 2/2 [==============================] - 0s 12ms/step >40, 331/693, d1=0.581, d2=0.444 g=3.161 2/2 [==============================] - 0s 14ms/step >40, 332/693, d1=0.403, d2=0.337 g=2.953 2/2 [==============================] - 0s 12ms/step >40, 333/693, d1=0.388, d2=0.393 g=2.420 2/2 [==============================] - 0s 12ms/step >40, 334/693, d1=0.429, d2=0.297 g=2.244 2/2 [==============================] - 0s 12ms/step >40, 335/693, d1=0.412, d2=0.297 g=3.630 2/2 [==============================] - 0s 13ms/step >40, 336/693, d1=0.415, d2=0.354 g=2.636 2/2 [==============================] - 0s 12ms/step >40, 337/693, d1=0.345, d2=0.413 g=2.918 2/2 [==============================] - 0s 13ms/step >40, 338/693, d1=0.458, d2=0.310 g=2.419 2/2 [==============================] - 0s 14ms/step >40, 339/693, d1=0.441, d2=0.482 g=3.595 2/2 [==============================] - 0s 12ms/step >40, 340/693, d1=0.444, d2=0.270 g=2.958 2/2 [==============================] - 0s 13ms/step >40, 341/693, d1=0.475, d2=0.266 g=3.259 2/2 [==============================] - 0s 12ms/step >40, 342/693, d1=0.291, d2=0.296 g=3.321 2/2 [==============================] - 0s 13ms/step >40, 343/693, d1=0.321, d2=0.393 g=3.416 2/2 [==============================] - 0s 13ms/step >40, 344/693, d1=0.248, d2=0.281 g=3.192 2/2 [==============================] - 0s 13ms/step >40, 345/693, d1=0.442, d2=0.225 g=3.155 2/2 [==============================] - 0s 12ms/step >40, 346/693, d1=0.398, d2=0.339 g=2.669 2/2 [==============================] - 0s 13ms/step >40, 347/693, d1=0.389, d2=0.433 g=3.580 2/2 [==============================] - 0s 13ms/step >40, 348/693, d1=0.496, d2=0.453 g=3.833 2/2 [==============================] - 0s 15ms/step >40, 349/693, d1=0.428, d2=0.287 g=2.976 2/2 [==============================] - 0s 12ms/step >40, 350/693, d1=0.525, d2=0.313 g=3.714 2/2 [==============================] - 0s 13ms/step >40, 351/693, d1=0.335, d2=0.417 g=3.866 2/2 [==============================] - 0s 13ms/step >40, 352/693, d1=0.470, d2=0.237 g=3.197 2/2 [==============================] - 0s 12ms/step >40, 353/693, d1=0.312, d2=0.276 g=2.650 2/2 [==============================] - 0s 12ms/step >40, 354/693, d1=0.379, d2=0.331 g=2.512 2/2 [==============================] - 0s 14ms/step >40, 355/693, d1=0.192, d2=0.377 g=3.859 2/2 [==============================] - 0s 14ms/step >40, 356/693, d1=0.431, d2=0.201 g=2.637 2/2 [==============================] - 0s 13ms/step >40, 357/693, d1=0.443, d2=0.398 g=3.810 2/2 [==============================] - 0s 14ms/step >40, 358/693, d1=0.336, d2=0.325 g=3.601 2/2 [==============================] - 0s 14ms/step >40, 359/693, d1=0.502, d2=0.422 g=3.861 2/2 [==============================] - 0s 12ms/step >40, 360/693, d1=0.412, d2=0.287 g=3.051 2/2 [==============================] - 0s 14ms/step >40, 361/693, d1=0.456, d2=0.416 g=3.758 2/2 [==============================] - 0s 15ms/step >40, 362/693, d1=0.563, d2=0.483 g=2.702 2/2 [==============================] - 0s 15ms/step >40, 363/693, d1=0.261, d2=0.367 g=2.918 2/2 [==============================] - 0s 15ms/step >40, 364/693, d1=0.388, d2=0.335 g=3.699 2/2 [==============================] - 0s 15ms/step >40, 365/693, d1=0.433, d2=0.337 g=2.526 2/2 [==============================] - 0s 13ms/step >40, 366/693, d1=0.517, d2=0.307 g=2.633 2/2 [==============================] - 0s 12ms/step >40, 367/693, d1=0.392, d2=0.327 g=2.473 2/2 [==============================] - 0s 14ms/step >40, 368/693, d1=0.248, d2=0.210 g=3.743 2/2 [==============================] - 0s 15ms/step >40, 369/693, d1=0.397, d2=0.332 g=4.798 2/2 [==============================] - 0s 13ms/step >40, 370/693, d1=0.299, d2=0.228 g=3.925 2/2 [==============================] - 0s 12ms/step >40, 371/693, d1=0.336, d2=0.388 g=3.531 2/2 [==============================] - 0s 14ms/step >40, 372/693, d1=0.442, d2=0.347 g=3.079 2/2 [==============================] - 0s 14ms/step >40, 373/693, d1=0.388, d2=0.321 g=2.570 2/2 [==============================] - 0s 15ms/step >40, 374/693, d1=0.355, d2=0.452 g=4.463 2/2 [==============================] - 0s 13ms/step >40, 375/693, d1=0.520, d2=0.322 g=3.442 2/2 [==============================] - 0s 14ms/step >40, 376/693, d1=0.487, d2=0.277 g=1.887 2/2 [==============================] - 0s 13ms/step >40, 377/693, d1=0.311, d2=0.434 g=3.183 2/2 [==============================] - 0s 14ms/step >40, 378/693, d1=0.434, d2=0.305 g=2.383 2/2 [==============================] - 0s 13ms/step >40, 379/693, d1=0.343, d2=0.338 g=3.263 2/2 [==============================] - 0s 13ms/step >40, 380/693, d1=0.489, d2=0.421 g=3.203 2/2 [==============================] - 0s 14ms/step >40, 381/693, d1=0.471, d2=0.272 g=4.474 2/2 [==============================] - 0s 14ms/step >40, 382/693, d1=0.434, d2=0.209 g=6.217 2/2 [==============================] - 0s 13ms/step >40, 383/693, d1=0.364, d2=0.306 g=4.082 2/2 [==============================] - 0s 12ms/step >40, 384/693, d1=0.282, d2=0.242 g=4.138 2/2 [==============================] - 0s 13ms/step >40, 385/693, d1=0.433, d2=0.343 g=5.172 2/2 [==============================] - 0s 14ms/step >40, 386/693, d1=0.257, d2=0.545 g=6.003 2/2 [==============================] - 0s 12ms/step >40, 387/693, d1=0.346, d2=0.234 g=4.534 2/2 [==============================] - 0s 13ms/step >40, 388/693, d1=0.321, d2=0.349 g=5.163 2/2 [==============================] - 0s 12ms/step >40, 389/693, d1=0.435, d2=0.332 g=4.574 2/2 [==============================] - 0s 15ms/step >40, 390/693, d1=0.470, d2=0.406 g=4.262 2/2 [==============================] - 0s 13ms/step >40, 391/693, d1=0.337, d2=0.314 g=5.738 2/2 [==============================] - 0s 14ms/step >40, 392/693, d1=0.406, d2=0.381 g=3.843 2/2 [==============================] - 0s 13ms/step >40, 393/693, d1=0.389, d2=0.290 g=3.489 2/2 [==============================] - 0s 13ms/step >40, 394/693, d1=0.316, d2=0.248 g=4.503 2/2 [==============================] - 0s 14ms/step >40, 395/693, d1=0.454, d2=0.408 g=3.656 2/2 [==============================] - 0s 15ms/step >40, 396/693, d1=0.402, d2=0.336 g=4.030 2/2 [==============================] - 0s 13ms/step >40, 397/693, d1=0.332, d2=0.292 g=4.664 2/2 [==============================] - 0s 12ms/step >40, 398/693, d1=0.420, d2=0.257 g=3.296 2/2 [==============================] - 0s 15ms/step >40, 399/693, d1=0.425, d2=0.401 g=2.454 2/2 [==============================] - 0s 13ms/step >40, 400/693, d1=0.345, d2=0.358 g=3.668 2/2 [==============================] - 0s 12ms/step >40, 401/693, d1=0.346, d2=0.313 g=3.128 2/2 [==============================] - 0s 13ms/step >40, 402/693, d1=0.346, d2=0.325 g=2.955 2/2 [==============================] - 0s 11ms/step >40, 403/693, d1=0.328, d2=0.308 g=3.238 2/2 [==============================] - 0s 14ms/step >40, 404/693, d1=0.343, d2=0.294 g=2.519 2/2 [==============================] - 0s 13ms/step >40, 405/693, d1=0.341, d2=0.489 g=3.482 2/2 [==============================] - 0s 13ms/step >40, 406/693, d1=0.444, d2=0.277 g=4.718 2/2 [==============================] - 0s 13ms/step >40, 407/693, d1=0.430, d2=0.350 g=2.849 2/2 [==============================] - 0s 15ms/step >40, 408/693, d1=0.420, d2=0.273 g=3.267 2/2 [==============================] - 0s 14ms/step >40, 409/693, d1=0.238, d2=0.297 g=4.675 2/2 [==============================] - 0s 12ms/step >40, 410/693, d1=0.406, d2=0.344 g=3.513 2/2 [==============================] - 0s 14ms/step >40, 411/693, d1=0.562, d2=0.497 g=4.342 2/2 [==============================] - 0s 14ms/step >40, 412/693, d1=0.501, d2=0.425 g=5.567 2/2 [==============================] - 0s 14ms/step >40, 413/693, d1=0.362, d2=0.466 g=3.077 2/2 [==============================] - 0s 13ms/step >40, 414/693, d1=0.566, d2=0.294 g=4.654 2/2 [==============================] - 0s 13ms/step >40, 415/693, d1=0.318, d2=0.359 g=2.810 2/2 [==============================] - 0s 12ms/step >40, 416/693, d1=0.380, d2=0.337 g=4.168 2/2 [==============================] - 0s 14ms/step >40, 417/693, d1=0.344, d2=0.281 g=4.455 2/2 [==============================] - 0s 14ms/step >40, 418/693, d1=0.514, d2=0.334 g=4.869 2/2 [==============================] - 0s 12ms/step >40, 419/693, d1=0.404, d2=0.355 g=1.869 2/2 [==============================] - 0s 17ms/step >40, 420/693, d1=0.290, d2=0.303 g=3.437 2/2 [==============================] - 0s 12ms/step >40, 421/693, d1=0.285, d2=0.228 g=3.540 2/2 [==============================] - 0s 14ms/step >40, 422/693, d1=0.333, d2=0.201 g=5.117 2/2 [==============================] - 0s 12ms/step >40, 423/693, d1=0.280, d2=0.325 g=3.376 2/2 [==============================] - 0s 13ms/step >40, 424/693, d1=0.371, d2=0.213 g=3.990 2/2 [==============================] - 0s 14ms/step >40, 425/693, d1=0.361, d2=0.358 g=3.111 2/2 [==============================] - 0s 13ms/step >40, 426/693, d1=0.367, d2=0.381 g=4.833 2/2 [==============================] - 0s 13ms/step >40, 427/693, d1=0.400, d2=0.193 g=3.204 2/2 [==============================] - 0s 14ms/step >40, 428/693, d1=0.422, d2=0.201 g=3.311 2/2 [==============================] - 0s 14ms/step >40, 429/693, d1=0.301, d2=0.232 g=4.656 2/2 [==============================] - 0s 13ms/step >40, 430/693, d1=0.216, d2=0.356 g=5.339 2/2 [==============================] - 0s 14ms/step >40, 431/693, d1=0.157, d2=0.324 g=4.430 2/2 [==============================] - 0s 13ms/step >40, 432/693, d1=0.338, d2=0.377 g=4.566 2/2 [==============================] - 0s 12ms/step >40, 433/693, d1=0.491, d2=0.231 g=4.134 2/2 [==============================] - 0s 14ms/step >40, 434/693, d1=0.264, d2=0.359 g=4.037 2/2 [==============================] - 0s 14ms/step >40, 435/693, d1=0.291, d2=0.245 g=3.541 2/2 [==============================] - 0s 13ms/step >40, 436/693, d1=0.318, d2=0.286 g=2.544 2/2 [==============================] - 0s 12ms/step >40, 437/693, d1=0.323, d2=0.445 g=3.778 2/2 [==============================] - 0s 14ms/step >40, 438/693, d1=0.496, d2=0.257 g=4.836 2/2 [==============================] - 0s 13ms/step >40, 439/693, d1=0.449, d2=0.324 g=4.219 2/2 [==============================] - 0s 13ms/step >40, 440/693, d1=0.456, d2=0.381 g=4.137 2/2 [==============================] - 0s 13ms/step >40, 441/693, d1=0.469, d2=0.326 g=4.051 2/2 [==============================] - 0s 13ms/step >40, 442/693, d1=0.371, d2=0.441 g=2.253 2/2 [==============================] - 0s 14ms/step >40, 443/693, d1=0.436, d2=0.252 g=3.477 2/2 [==============================] - 0s 12ms/step >40, 444/693, d1=0.343, d2=0.285 g=2.671 2/2 [==============================] - 0s 14ms/step >40, 445/693, d1=0.547, d2=0.308 g=4.116 2/2 [==============================] - 0s 13ms/step >40, 446/693, d1=0.380, d2=0.388 g=3.827 2/2 [==============================] - 0s 13ms/step >40, 447/693, d1=0.247, d2=0.294 g=3.970 2/2 [==============================] - 0s 16ms/step >40, 448/693, d1=0.485, d2=0.225 g=3.018 2/2 [==============================] - 0s 13ms/step >40, 449/693, d1=0.351, d2=0.364 g=3.176 2/2 [==============================] - 0s 13ms/step >40, 450/693, d1=0.427, d2=0.384 g=3.733 2/2 [==============================] - 0s 12ms/step >40, 451/693, d1=0.298, d2=0.243 g=3.078 2/2 [==============================] - 0s 12ms/step >40, 452/693, d1=0.395, d2=0.382 g=3.668 2/2 [==============================] - 0s 14ms/step >40, 453/693, d1=0.418, d2=0.312 g=3.585 2/2 [==============================] - 0s 13ms/step >40, 454/693, d1=0.375, d2=0.372 g=3.617 2/2 [==============================] - 0s 12ms/step >40, 455/693, d1=0.388, d2=0.322 g=3.703 2/2 [==============================] - 0s 14ms/step >40, 456/693, d1=0.394, d2=0.236 g=2.752 2/2 [==============================] - 0s 12ms/step >40, 457/693, d1=0.458, d2=0.418 g=3.780 2/2 [==============================] - 0s 15ms/step >40, 458/693, d1=0.429, d2=0.432 g=2.734 2/2 [==============================] - 0s 10ms/step >40, 459/693, d1=0.266, d2=0.457 g=3.334 2/2 [==============================] - 0s 13ms/step >40, 460/693, d1=0.358, d2=0.326 g=3.103 2/2 [==============================] - 0s 14ms/step >40, 461/693, d1=0.535, d2=0.331 g=3.070 2/2 [==============================] - 0s 11ms/step >40, 462/693, d1=0.414, d2=0.393 g=3.044 2/2 [==============================] - 0s 13ms/step >40, 463/693, d1=0.339, d2=0.222 g=2.978 2/2 [==============================] - 0s 14ms/step >40, 464/693, d1=0.378, d2=0.453 g=2.283 2/2 [==============================] - 0s 12ms/step >40, 465/693, d1=0.441, d2=0.281 g=2.115 2/2 [==============================] - 0s 16ms/step >40, 466/693, d1=0.289, d2=0.309 g=2.983 2/2 [==============================] - 0s 10ms/step >40, 467/693, d1=0.460, d2=0.262 g=3.854 2/2 [==============================] - 0s 13ms/step >40, 468/693, d1=0.432, d2=0.448 g=3.786 2/2 [==============================] - 0s 15ms/step >40, 469/693, d1=0.413, d2=0.324 g=2.858 2/2 [==============================] - 0s 13ms/step >40, 470/693, d1=0.381, d2=0.354 g=3.064 2/2 [==============================] - 0s 13ms/step >40, 471/693, d1=0.494, d2=0.388 g=3.473 2/2 [==============================] - 0s 14ms/step >40, 472/693, d1=0.456, d2=0.475 g=2.532 2/2 [==============================] - 0s 13ms/step >40, 473/693, d1=0.519, d2=0.314 g=2.967 2/2 [==============================] - 0s 15ms/step >40, 474/693, d1=0.422, d2=0.376 g=2.758 2/2 [==============================] - 0s 14ms/step >40, 475/693, d1=0.224, d2=0.360 g=3.969 2/2 [==============================] - 0s 12ms/step >40, 476/693, d1=0.404, d2=0.315 g=2.866 2/2 [==============================] - 0s 14ms/step >40, 477/693, d1=0.464, d2=0.354 g=2.723 2/2 [==============================] - 0s 13ms/step >40, 478/693, d1=0.277, d2=0.311 g=2.774 2/2 [==============================] - 0s 12ms/step >40, 479/693, d1=0.397, d2=0.266 g=2.629 2/2 [==============================] - 0s 12ms/step >40, 480/693, d1=0.384, d2=0.277 g=3.746 2/2 [==============================] - 0s 13ms/step >40, 481/693, d1=0.446, d2=0.360 g=3.279 2/2 [==============================] - 0s 14ms/step >40, 482/693, d1=0.211, d2=0.290 g=2.669 2/2 [==============================] - 0s 13ms/step >40, 483/693, d1=0.471, d2=0.327 g=3.039 2/2 [==============================] - 0s 16ms/step >40, 484/693, d1=0.454, d2=0.338 g=2.969 2/2 [==============================] - 0s 16ms/step >40, 485/693, d1=0.439, d2=0.341 g=3.359 2/2 [==============================] - 0s 15ms/step >40, 486/693, d1=0.517, d2=0.346 g=3.705 2/2 [==============================] - 0s 11ms/step >40, 487/693, d1=0.430, d2=0.354 g=2.913 2/2 [==============================] - 0s 12ms/step >40, 488/693, d1=0.550, d2=0.366 g=3.359 2/2 [==============================] - 0s 13ms/step >40, 489/693, d1=0.364, d2=0.366 g=2.438 2/2 [==============================] - 0s 13ms/step >40, 490/693, d1=0.325, d2=0.486 g=2.849 2/2 [==============================] - 0s 13ms/step >40, 491/693, d1=0.321, d2=0.321 g=5.375 2/2 [==============================] - 0s 14ms/step >40, 492/693, d1=0.408, d2=0.359 g=3.158 2/2 [==============================] - 0s 13ms/step >40, 493/693, d1=0.575, d2=0.313 g=3.513 2/2 [==============================] - 0s 16ms/step >40, 494/693, d1=0.340, d2=0.324 g=3.920 2/2 [==============================] - 0s 14ms/step >40, 495/693, d1=0.475, d2=0.348 g=3.144 2/2 [==============================] - 0s 14ms/step >40, 496/693, d1=0.388, d2=0.391 g=2.847 2/2 [==============================] - 0s 14ms/step >40, 497/693, d1=0.316, d2=0.362 g=3.149 2/2 [==============================] - 0s 12ms/step >40, 498/693, d1=0.480, d2=0.264 g=2.499 2/2 [==============================] - 0s 14ms/step >40, 499/693, d1=0.385, d2=0.349 g=3.661 2/2 [==============================] - 0s 13ms/step >40, 500/693, d1=0.439, d2=0.303 g=2.503 2/2 [==============================] - 0s 14ms/step >40, 501/693, d1=0.314, d2=0.398 g=3.460 2/2 [==============================] - 0s 13ms/step >40, 502/693, d1=0.512, d2=0.350 g=4.236 2/2 [==============================] - 0s 12ms/step >40, 503/693, d1=0.558, d2=0.447 g=4.475 2/2 [==============================] - 0s 14ms/step >40, 504/693, d1=0.218, d2=0.302 g=3.278 2/2 [==============================] - 0s 14ms/step >40, 505/693, d1=0.375, d2=0.273 g=3.554 2/2 [==============================] - 0s 13ms/step >40, 506/693, d1=0.427, d2=0.416 g=2.530 2/2 [==============================] - 0s 13ms/step >40, 507/693, d1=0.400, d2=0.313 g=2.822 2/2 [==============================] - 0s 13ms/step >40, 508/693, d1=0.281, d2=0.262 g=2.955 2/2 [==============================] - 0s 13ms/step >40, 509/693, d1=0.461, d2=0.290 g=3.303 2/2 [==============================] - 0s 14ms/step >40, 510/693, d1=0.437, d2=0.390 g=3.316 2/2 [==============================] - 0s 13ms/step >40, 511/693, d1=0.357, d2=0.342 g=2.624 2/2 [==============================] - 0s 14ms/step >40, 512/693, d1=0.422, d2=0.418 g=2.290 2/2 [==============================] - 0s 14ms/step >40, 513/693, d1=0.464, d2=0.403 g=4.106 2/2 [==============================] - 0s 12ms/step >40, 514/693, d1=0.291, d2=0.332 g=3.254 2/2 [==============================] - 0s 13ms/step >40, 515/693, d1=0.361, d2=0.320 g=3.061 2/2 [==============================] - 0s 13ms/step >40, 516/693, d1=0.550, d2=0.331 g=2.506 2/2 [==============================] - 0s 14ms/step >40, 517/693, d1=0.464, d2=0.317 g=2.149 2/2 [==============================] - 0s 13ms/step >40, 518/693, d1=0.296, d2=0.439 g=2.687 2/2 [==============================] - 0s 13ms/step >40, 519/693, d1=0.294, d2=0.353 g=3.104 2/2 [==============================] - 0s 13ms/step >40, 520/693, d1=0.473, d2=0.217 g=4.191 2/2 [==============================] - 0s 14ms/step >40, 521/693, d1=0.487, d2=0.319 g=2.475 2/2 [==============================] - 0s 13ms/step >40, 522/693, d1=0.348, d2=0.399 g=3.323 2/2 [==============================] - 0s 14ms/step >40, 523/693, d1=0.373, d2=0.255 g=4.180 2/2 [==============================] - 0s 13ms/step >40, 524/693, d1=0.533, d2=0.277 g=4.224 2/2 [==============================] - 0s 12ms/step >40, 525/693, d1=0.472, d2=0.327 g=2.460 2/2 [==============================] - 0s 14ms/step >40, 526/693, d1=0.327, d2=0.383 g=2.405 2/2 [==============================] - 0s 12ms/step >40, 527/693, d1=0.253, d2=0.319 g=3.451 2/2 [==============================] - 0s 13ms/step >40, 528/693, d1=0.606, d2=0.370 g=3.402 2/2 [==============================] - 0s 13ms/step >40, 529/693, d1=0.405, d2=0.358 g=3.519 2/2 [==============================] - 0s 14ms/step >40, 530/693, d1=0.485, d2=0.347 g=2.930 2/2 [==============================] - 0s 12ms/step >40, 531/693, d1=0.389, d2=0.312 g=3.573 2/2 [==============================] - 0s 15ms/step >40, 532/693, d1=0.357, d2=0.372 g=2.958 2/2 [==============================] - 0s 12ms/step >40, 533/693, d1=0.258, d2=0.282 g=2.173 2/2 [==============================] - 0s 13ms/step >40, 534/693, d1=0.435, d2=0.277 g=3.833 2/2 [==============================] - 0s 15ms/step >40, 535/693, d1=0.383, d2=0.321 g=2.922 2/2 [==============================] - 0s 15ms/step >40, 536/693, d1=0.456, d2=0.403 g=2.661 2/2 [==============================] - 0s 13ms/step >40, 537/693, d1=0.362, d2=0.296 g=2.666 2/2 [==============================] - 0s 13ms/step >40, 538/693, d1=0.382, d2=0.286 g=2.351 2/2 [==============================] - 0s 14ms/step >40, 539/693, d1=0.293, d2=0.352 g=2.585 2/2 [==============================] - 0s 14ms/step >40, 540/693, d1=0.292, d2=0.337 g=2.846 2/2 [==============================] - 0s 16ms/step >40, 541/693, d1=0.616, d2=0.287 g=3.418 2/2 [==============================] - 0s 11ms/step >40, 542/693, d1=0.388, d2=0.370 g=3.107 2/2 [==============================] - 0s 13ms/step >40, 543/693, d1=0.482, d2=0.280 g=3.163 2/2 [==============================] - 0s 14ms/step >40, 544/693, d1=0.402, d2=0.344 g=2.899 2/2 [==============================] - 0s 13ms/step >40, 545/693, d1=0.401, d2=0.344 g=2.554 2/2 [==============================] - 0s 13ms/step >40, 546/693, d1=0.437, d2=0.427 g=3.496 2/2 [==============================] - 0s 14ms/step >40, 547/693, d1=0.420, d2=0.451 g=3.196 2/2 [==============================] - 0s 14ms/step >40, 548/693, d1=0.303, d2=0.275 g=4.313 2/2 [==============================] - 0s 12ms/step >40, 549/693, d1=0.389, d2=0.349 g=3.938 2/2 [==============================] - 0s 15ms/step >40, 550/693, d1=0.288, d2=0.357 g=3.472 2/2 [==============================] - 0s 13ms/step >40, 551/693, d1=0.348, d2=0.209 g=2.794 2/2 [==============================] - 0s 17ms/step >40, 552/693, d1=0.483, d2=0.320 g=2.604 2/2 [==============================] - 0s 13ms/step >40, 553/693, d1=0.430, d2=0.375 g=2.441 2/2 [==============================] - 0s 14ms/step >40, 554/693, d1=0.340, d2=0.277 g=2.905 2/2 [==============================] - 0s 14ms/step >40, 555/693, d1=0.329, d2=0.354 g=4.367 2/2 [==============================] - 0s 11ms/step >40, 556/693, d1=0.402, d2=0.462 g=2.863 2/2 [==============================] - 0s 15ms/step >40, 557/693, d1=0.418, d2=0.230 g=3.076 2/2 [==============================] - 0s 13ms/step >40, 558/693, d1=0.382, d2=0.266 g=2.231 2/2 [==============================] - 0s 11ms/step >40, 559/693, d1=0.435, d2=0.449 g=3.449 2/2 [==============================] - 0s 14ms/step >40, 560/693, d1=0.482, d2=0.414 g=3.503 2/2 [==============================] - 0s 14ms/step >40, 561/693, d1=0.446, d2=0.400 g=2.886 2/2 [==============================] - 0s 14ms/step >40, 562/693, d1=0.467, d2=0.231 g=3.371 2/2 [==============================] - 0s 12ms/step >40, 563/693, d1=0.342, d2=0.514 g=3.264 2/2 [==============================] - 0s 13ms/step >40, 564/693, d1=0.437, d2=0.345 g=3.518 2/2 [==============================] - 0s 12ms/step >40, 565/693, d1=0.548, d2=0.322 g=2.745 2/2 [==============================] - 0s 11ms/step >40, 566/693, d1=0.351, d2=0.341 g=2.986 2/2 [==============================] - 0s 13ms/step >40, 567/693, d1=0.378, d2=0.319 g=2.936 2/2 [==============================] - 0s 13ms/step >40, 568/693, d1=0.478, d2=0.285 g=2.506 2/2 [==============================] - 0s 14ms/step >40, 569/693, d1=0.279, d2=0.423 g=2.643 2/2 [==============================] - 0s 14ms/step >40, 570/693, d1=0.301, d2=0.280 g=3.005 2/2 [==============================] - 0s 12ms/step >40, 571/693, d1=0.478, d2=0.412 g=2.547 2/2 [==============================] - 0s 12ms/step >40, 572/693, d1=0.334, d2=0.330 g=3.035 2/2 [==============================] - 0s 14ms/step >40, 573/693, d1=0.395, d2=0.351 g=2.774 2/2 [==============================] - 0s 14ms/step >40, 574/693, d1=0.549, d2=0.290 g=4.046 2/2 [==============================] - 0s 12ms/step >40, 575/693, d1=0.363, d2=0.329 g=3.500 2/2 [==============================] - 0s 13ms/step >40, 576/693, d1=0.412, d2=0.370 g=2.561 2/2 [==============================] - 0s 13ms/step >40, 577/693, d1=0.412, d2=0.306 g=3.750 2/2 [==============================] - 0s 14ms/step >40, 578/693, d1=0.438, d2=0.285 g=3.235 2/2 [==============================] - 0s 14ms/step >40, 579/693, d1=0.333, d2=0.360 g=3.048 2/2 [==============================] - 0s 14ms/step >40, 580/693, d1=0.377, d2=0.410 g=2.997 2/2 [==============================] - 0s 13ms/step >40, 581/693, d1=0.360, d2=0.296 g=2.602 2/2 [==============================] - 0s 13ms/step >40, 582/693, d1=0.329, d2=0.373 g=2.423 2/2 [==============================] - 0s 13ms/step >40, 583/693, d1=0.280, d2=0.198 g=2.832 2/2 [==============================] - 0s 13ms/step >40, 584/693, d1=0.532, d2=0.259 g=3.167 2/2 [==============================] - 0s 12ms/step >40, 585/693, d1=0.327, d2=0.399 g=3.610 2/2 [==============================] - 0s 13ms/step >40, 586/693, d1=0.441, d2=0.319 g=3.222 2/2 [==============================] - 0s 13ms/step >40, 587/693, d1=0.269, d2=0.339 g=2.840 2/2 [==============================] - 0s 12ms/step >40, 588/693, d1=0.346, d2=0.366 g=3.505 2/2 [==============================] - 0s 13ms/step >40, 589/693, d1=0.366, d2=0.339 g=2.516 2/2 [==============================] - 0s 13ms/step >40, 590/693, d1=0.429, d2=0.382 g=4.440 2/2 [==============================] - 0s 14ms/step >40, 591/693, d1=0.566, d2=0.247 g=2.448 2/2 [==============================] - 0s 12ms/step >40, 592/693, d1=0.265, d2=0.275 g=3.408 2/2 [==============================] - 0s 11ms/step >40, 593/693, d1=0.324, d2=0.340 g=2.387 2/2 [==============================] - 0s 13ms/step >40, 594/693, d1=0.493, d2=0.375 g=3.512 2/2 [==============================] - 0s 11ms/step >40, 595/693, d1=0.513, d2=0.454 g=3.169 2/2 [==============================] - 0s 13ms/step >40, 596/693, d1=0.397, d2=0.259 g=3.915 2/2 [==============================] - 0s 14ms/step >40, 597/693, d1=0.462, d2=0.296 g=2.904 2/2 [==============================] - 0s 13ms/step >40, 598/693, d1=0.293, d2=0.365 g=2.921 2/2 [==============================] - 0s 14ms/step >40, 599/693, d1=0.403, d2=0.517 g=3.029 2/2 [==============================] - 0s 13ms/step >40, 600/693, d1=0.290, d2=0.192 g=2.886 2/2 [==============================] - 0s 15ms/step >40, 601/693, d1=0.500, d2=0.239 g=3.652 2/2 [==============================] - 0s 13ms/step >40, 602/693, d1=0.308, d2=0.360 g=3.666 2/2 [==============================] - 0s 12ms/step >40, 603/693, d1=0.495, d2=0.309 g=2.845 2/2 [==============================] - 0s 12ms/step >40, 604/693, d1=0.324, d2=0.215 g=2.296 2/2 [==============================] - 0s 12ms/step >40, 605/693, d1=0.501, d2=0.444 g=3.306 2/2 [==============================] - 0s 13ms/step >40, 606/693, d1=0.427, d2=0.330 g=2.345 2/2 [==============================] - 0s 13ms/step >40, 607/693, d1=0.403, d2=0.390 g=2.903 2/2 [==============================] - 0s 12ms/step >40, 608/693, d1=0.268, d2=0.443 g=2.708 2/2 [==============================] - 0s 14ms/step >40, 609/693, d1=0.408, d2=0.307 g=3.144 2/2 [==============================] - 0s 12ms/step >40, 610/693, d1=0.373, d2=0.203 g=3.278 2/2 [==============================] - 0s 14ms/step >40, 611/693, d1=0.412, d2=0.260 g=2.957 2/2 [==============================] - 0s 12ms/step >40, 612/693, d1=0.321, d2=0.391 g=3.147 2/2 [==============================] - 0s 14ms/step >40, 613/693, d1=0.420, d2=0.308 g=3.125 2/2 [==============================] - 0s 14ms/step >40, 614/693, d1=0.351, d2=0.373 g=2.739 2/2 [==============================] - 0s 13ms/step >40, 615/693, d1=0.361, d2=0.426 g=3.443 2/2 [==============================] - 0s 14ms/step >40, 616/693, d1=0.424, d2=0.267 g=3.267 2/2 [==============================] - 0s 14ms/step >40, 617/693, d1=0.411, d2=0.482 g=4.015 2/2 [==============================] - 0s 13ms/step >40, 618/693, d1=0.416, d2=0.282 g=3.193 2/2 [==============================] - 0s 14ms/step >40, 619/693, d1=0.386, d2=0.304 g=2.689 2/2 [==============================] - 0s 13ms/step >40, 620/693, d1=0.466, d2=0.335 g=3.190 2/2 [==============================] - 0s 12ms/step >40, 621/693, d1=0.377, d2=0.373 g=3.260 2/2 [==============================] - 0s 13ms/step >40, 622/693, d1=0.491, d2=0.260 g=3.280 2/2 [==============================] - 0s 14ms/step >40, 623/693, d1=0.474, d2=0.425 g=2.689 2/2 [==============================] - 0s 14ms/step >40, 624/693, d1=0.314, d2=0.310 g=3.707 2/2 [==============================] - 0s 13ms/step >40, 625/693, d1=0.353, d2=0.332 g=3.352 2/2 [==============================] - 0s 15ms/step >40, 626/693, d1=0.440, d2=0.321 g=3.190 2/2 [==============================] - 0s 13ms/step >40, 627/693, d1=0.432, d2=0.287 g=2.539 2/2 [==============================] - 0s 15ms/step >40, 628/693, d1=0.399, d2=0.349 g=2.168 2/2 [==============================] - 0s 15ms/step >40, 629/693, d1=0.299, d2=0.247 g=2.504 2/2 [==============================] - 0s 13ms/step >40, 630/693, d1=0.385, d2=0.476 g=2.786 2/2 [==============================] - 0s 12ms/step >40, 631/693, d1=0.444, d2=0.371 g=2.777 2/2 [==============================] - 0s 13ms/step >40, 632/693, d1=0.557, d2=0.381 g=2.794 2/2 [==============================] - 0s 14ms/step >40, 633/693, d1=0.354, d2=0.365 g=2.861 2/2 [==============================] - 0s 13ms/step >40, 634/693, d1=0.421, d2=0.257 g=3.128 2/2 [==============================] - 0s 12ms/step >40, 635/693, d1=0.300, d2=0.459 g=2.481 2/2 [==============================] - 0s 15ms/step >40, 636/693, d1=0.370, d2=0.300 g=3.321 2/2 [==============================] - 0s 13ms/step >40, 637/693, d1=0.411, d2=0.381 g=2.856 2/2 [==============================] - 0s 13ms/step >40, 638/693, d1=0.311, d2=0.245 g=2.832 2/2 [==============================] - 0s 13ms/step >40, 639/693, d1=0.439, d2=0.378 g=2.685 2/2 [==============================] - 0s 15ms/step >40, 640/693, d1=0.456, d2=0.319 g=2.322 2/2 [==============================] - 0s 14ms/step >40, 641/693, d1=0.358, d2=0.391 g=2.588 2/2 [==============================] - 0s 17ms/step >40, 642/693, d1=0.376, d2=0.336 g=2.982 2/2 [==============================] - 0s 14ms/step >40, 643/693, d1=0.400, d2=0.443 g=3.075 2/2 [==============================] - 0s 13ms/step >40, 644/693, d1=0.634, d2=0.316 g=2.587 2/2 [==============================] - 0s 14ms/step >40, 645/693, d1=0.488, d2=0.332 g=2.800 2/2 [==============================] - 0s 12ms/step >40, 646/693, d1=0.608, d2=0.490 g=2.364 2/2 [==============================] - 0s 13ms/step >40, 647/693, d1=0.304, d2=0.360 g=2.856 2/2 [==============================] - 0s 14ms/step >40, 648/693, d1=0.551, d2=0.298 g=2.970 2/2 [==============================] - 0s 13ms/step >40, 649/693, d1=0.248, d2=0.403 g=2.717 2/2 [==============================] - 0s 12ms/step >40, 650/693, d1=0.335, d2=0.331 g=2.747 2/2 [==============================] - 0s 12ms/step >40, 651/693, d1=0.502, d2=0.413 g=2.599 2/2 [==============================] - 0s 13ms/step >40, 652/693, d1=0.450, d2=0.285 g=2.433 2/2 [==============================] - 0s 13ms/step >40, 653/693, d1=0.492, d2=0.504 g=2.496 2/2 [==============================] - 0s 15ms/step >40, 654/693, d1=0.415, d2=0.348 g=2.341 2/2 [==============================] - 0s 13ms/step >40, 655/693, d1=0.440, d2=0.364 g=2.744 2/2 [==============================] - 0s 13ms/step >40, 656/693, d1=0.627, d2=0.481 g=3.726 2/2 [==============================] - 0s 13ms/step >40, 657/693, d1=0.365, d2=0.281 g=4.319 2/2 [==============================] - 0s 12ms/step >40, 658/693, d1=0.571, d2=0.437 g=3.205 2/2 [==============================] - 0s 13ms/step >40, 659/693, d1=0.339, d2=0.307 g=2.552 2/2 [==============================] - 0s 14ms/step >40, 660/693, d1=0.453, d2=0.303 g=2.554 2/2 [==============================] - 0s 13ms/step >40, 661/693, d1=0.429, d2=0.495 g=2.318 2/2 [==============================] - 0s 14ms/step >40, 662/693, d1=0.341, d2=0.397 g=2.519 2/2 [==============================] - 0s 13ms/step >40, 663/693, d1=0.471, d2=0.351 g=3.363 2/2 [==============================] - 0s 13ms/step >40, 664/693, d1=0.396, d2=0.313 g=2.837 2/2 [==============================] - 0s 17ms/step >40, 665/693, d1=0.429, d2=0.327 g=3.126 2/2 [==============================] - 0s 13ms/step >40, 666/693, d1=0.310, d2=0.403 g=3.443 2/2 [==============================] - 0s 14ms/step >40, 667/693, d1=0.310, d2=0.308 g=2.331 2/2 [==============================] - 0s 13ms/step >40, 668/693, d1=0.435, d2=0.322 g=2.551 2/2 [==============================] - 0s 14ms/step >40, 669/693, d1=0.517, d2=0.404 g=3.319 2/2 [==============================] - 0s 12ms/step >40, 670/693, d1=0.434, d2=0.372 g=2.496 2/2 [==============================] - 0s 13ms/step >40, 671/693, d1=0.429, d2=0.481 g=2.985 2/2 [==============================] - 0s 13ms/step >40, 672/693, d1=0.510, d2=0.281 g=2.955 2/2 [==============================] - 0s 14ms/step >40, 673/693, d1=0.392, d2=0.366 g=3.178 2/2 [==============================] - 0s 12ms/step >40, 674/693, d1=0.337, d2=0.339 g=3.057 2/2 [==============================] - 0s 14ms/step >40, 675/693, d1=0.434, d2=0.279 g=2.988 2/2 [==============================] - 0s 14ms/step >40, 676/693, d1=0.353, d2=0.323 g=3.186 2/2 [==============================] - 0s 14ms/step >40, 677/693, d1=0.388, d2=0.235 g=2.478 2/2 [==============================] - 0s 14ms/step >40, 678/693, d1=0.397, d2=0.315 g=3.061 2/2 [==============================] - 0s 11ms/step >40, 679/693, d1=0.293, d2=0.373 g=3.106 2/2 [==============================] - 0s 15ms/step >40, 680/693, d1=0.550, d2=0.382 g=2.251 2/2 [==============================] - 0s 14ms/step >40, 681/693, d1=0.360, d2=0.353 g=3.372 2/2 [==============================] - 0s 14ms/step >40, 682/693, d1=0.470, d2=0.297 g=2.673 2/2 [==============================] - 0s 12ms/step >40, 683/693, d1=0.412, d2=0.315 g=2.703 2/2 [==============================] - 0s 13ms/step >40, 684/693, d1=0.367, d2=0.345 g=3.639 2/2 [==============================] - 0s 14ms/step >40, 685/693, d1=0.556, d2=0.307 g=2.284 2/2 [==============================] - 0s 15ms/step >40, 686/693, d1=0.321, d2=0.284 g=2.534 2/2 [==============================] - 0s 14ms/step >40, 687/693, d1=0.287, d2=0.411 g=2.664 2/2 [==============================] - 0s 14ms/step >40, 688/693, d1=0.488, d2=0.460 g=3.364 2/2 [==============================] - 0s 12ms/step >40, 689/693, d1=0.510, d2=0.424 g=3.039 2/2 [==============================] - 0s 13ms/step >40, 690/693, d1=0.486, d2=0.245 g=2.953 2/2 [==============================] - 0s 12ms/step >40, 691/693, d1=0.374, d2=0.370 g=2.603 2/2 [==============================] - 0s 12ms/step >40, 692/693, d1=0.536, d2=0.374 g=2.977 2/2 [==============================] - 0s 12ms/step >40, 693/693, d1=0.246, d2=0.357 g=3.142 5/5 [==============================] - 0s 15ms/step >Accuracy real: 83%, fake: 89% WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model. 2/2 [==============================] - 0s 14ms/step >41, 1/693, d1=0.314, d2=0.318 g=2.539 2/2 [==============================] - 0s 15ms/step >41, 2/693, d1=0.316, d2=0.407 g=2.422 2/2 [==============================] - 0s 15ms/step >41, 3/693, d1=0.362, d2=0.382 g=3.463 2/2 [==============================] - 0s 12ms/step >41, 4/693, d1=0.292, d2=0.215 g=3.108 2/2 [==============================] - 0s 13ms/step >41, 5/693, d1=0.586, d2=0.332 g=2.286 2/2 [==============================] - 0s 13ms/step >41, 6/693, d1=0.361, d2=0.423 g=2.885 2/2 [==============================] - 0s 14ms/step >41, 7/693, d1=0.466, d2=0.297 g=2.644 2/2 [==============================] - 0s 14ms/step >41, 8/693, d1=0.380, d2=0.282 g=2.913 2/2 [==============================] - 0s 14ms/step >41, 9/693, d1=0.366, d2=0.451 g=2.527 2/2 [==============================] - 0s 13ms/step >41, 10/693, d1=0.489, d2=0.312 g=2.698 2/2 [==============================] - 0s 14ms/step >41, 11/693, d1=0.522, d2=0.392 g=2.143 2/2 [==============================] - 0s 12ms/step >41, 12/693, d1=0.454, d2=0.309 g=3.662 2/2 [==============================] - 0s 14ms/step >41, 13/693, d1=0.474, d2=0.296 g=2.728 2/2 [==============================] - 0s 13ms/step >41, 14/693, d1=0.412, d2=0.265 g=2.290 2/2 [==============================] - 0s 17ms/step >41, 15/693, d1=0.351, d2=0.500 g=2.922 2/2 [==============================] - 0s 12ms/step >41, 16/693, d1=0.515, d2=0.327 g=2.794 2/2 [==============================] - 0s 13ms/step >41, 17/693, d1=0.429, d2=0.341 g=2.548 2/2 [==============================] - 0s 12ms/step >41, 18/693, d1=0.433, d2=0.383 g=2.178 2/2 [==============================] - 0s 14ms/step >41, 19/693, d1=0.323, d2=0.288 g=2.250 2/2 [==============================] - 0s 14ms/step >41, 20/693, d1=0.264, d2=0.320 g=3.086 2/2 [==============================] - 0s 14ms/step >41, 21/693, d1=0.588, d2=0.300 g=3.140 2/2 [==============================] - 0s 13ms/step >41, 22/693, d1=0.246, d2=0.540 g=2.421 2/2 [==============================] - 0s 12ms/step >41, 23/693, d1=0.455, d2=0.266 g=3.618 2/2 [==============================] - 0s 13ms/step >41, 24/693, d1=0.393, d2=0.333 g=3.015 2/2 [==============================] - 0s 14ms/step >41, 25/693, d1=0.657, d2=0.386 g=2.265 2/2 [==============================] - 0s 11ms/step >41, 26/693, d1=0.364, d2=0.436 g=3.229 2/2 [==============================] - 0s 12ms/step >41, 27/693, d1=0.379, d2=0.243 g=2.699 2/2 [==============================] - 0s 13ms/step >41, 28/693, d1=0.577, d2=0.469 g=2.983 2/2 [==============================] - 0s 15ms/step >41, 29/693, d1=0.359, d2=0.410 g=3.853 2/2 [==============================] - 0s 14ms/step >41, 30/693, d1=0.406, d2=0.408 g=3.083 2/2 [==============================] - 0s 17ms/step >41, 31/693, d1=0.466, d2=0.281 g=3.126 2/2 [==============================] - 0s 12ms/step >41, 32/693, d1=0.329, d2=0.323 g=2.967 2/2 [==============================] - 0s 14ms/step >41, 33/693, d1=0.386, d2=0.256 g=3.334 2/2 [==============================] - 0s 13ms/step >41, 34/693, d1=0.325, d2=0.354 g=2.897 2/2 [==============================] - 0s 14ms/step >41, 35/693, d1=0.382, d2=0.432 g=3.289 2/2 [==============================] - 0s 14ms/step >41, 36/693, d1=0.347, d2=0.274 g=3.675 2/2 [==============================] - 0s 15ms/step >41, 37/693, d1=0.486, d2=0.206 g=2.988 2/2 [==============================] - 0s 15ms/step >41, 38/693, d1=0.451, d2=0.374 g=2.623 2/2 [==============================] - 0s 13ms/step >41, 39/693, d1=0.386, d2=0.535 g=4.315 2/2 [==============================] - 0s 12ms/step >41, 40/693, d1=0.392, d2=0.331 g=2.591 2/2 [==============================] - 0s 12ms/step >41, 41/693, d1=0.323, d2=0.261 g=2.882 2/2 [==============================] - 0s 13ms/step >41, 42/693, d1=0.402, d2=0.290 g=3.011 2/2 [==============================] - 0s 14ms/step >41, 43/693, d1=0.425, d2=0.394 g=3.317 2/2 [==============================] - 0s 13ms/step >41, 44/693, d1=0.501, d2=0.402 g=3.208 2/2 [==============================] - 0s 13ms/step >41, 45/693, d1=0.262, d2=0.323 g=2.758 2/2 [==============================] - 0s 14ms/step >41, 46/693, d1=0.408, d2=0.295 g=3.412 2/2 [==============================] - 0s 14ms/step >41, 47/693, d1=0.508, d2=0.266 g=3.153 2/2 [==============================] - 0s 13ms/step >41, 48/693, d1=0.472, d2=0.371 g=2.234 2/2 [==============================] - 0s 12ms/step >41, 49/693, d1=0.535, d2=0.358 g=4.000 2/2 [==============================] - 0s 13ms/step >41, 50/693, d1=0.405, d2=0.436 g=3.549 2/2 [==============================] - 0s 13ms/step >41, 51/693, d1=0.407, d2=0.338 g=3.287 2/2 [==============================] - 0s 12ms/step >41, 52/693, d1=0.388, d2=0.452 g=3.447 2/2 [==============================] - 0s 15ms/step >41, 53/693, d1=0.438, d2=0.384 g=2.716 2/2 [==============================] - 0s 13ms/step >41, 54/693, d1=0.552, d2=0.347 g=3.396 2/2 [==============================] - 0s 13ms/step >41, 55/693, d1=0.434, d2=0.320 g=2.449 2/2 [==============================] - 0s 12ms/step >41, 56/693, d1=0.380, d2=0.322 g=2.823 2/2 [==============================] - 0s 14ms/step >41, 57/693, d1=0.355, d2=0.424 g=2.308 2/2 [==============================] - 0s 12ms/step >41, 58/693, d1=0.387, d2=0.308 g=2.353 2/2 [==============================] - 0s 14ms/step >41, 59/693, d1=0.377, d2=0.263 g=3.742 2/2 [==============================] - 0s 13ms/step >41, 60/693, d1=0.422, d2=0.467 g=2.752 2/2 [==============================] - 0s 13ms/step >41, 61/693, d1=0.468, d2=0.371 g=2.914 2/2 [==============================] - 0s 12ms/step >41, 62/693, d1=0.288, d2=0.347 g=2.861 2/2 [==============================] - 0s 12ms/step >41, 63/693, d1=0.314, d2=0.472 g=2.800 2/2 [==============================] - 0s 13ms/step >41, 64/693, d1=0.445, d2=0.306 g=4.191 2/2 [==============================] - 0s 13ms/step >41, 65/693, d1=0.398, d2=0.280 g=3.260 2/2 [==============================] - 0s 13ms/step >41, 66/693, d1=0.475, d2=0.410 g=2.624 2/2 [==============================] - 0s 13ms/step >41, 67/693, d1=0.395, d2=0.303 g=3.241 2/2 [==============================] - 0s 12ms/step >41, 68/693, d1=0.301, d2=0.322 g=3.703 2/2 [==============================] - 0s 13ms/step >41, 69/693, d1=0.346, d2=0.287 g=2.590 2/2 [==============================] - 0s 13ms/step >41, 70/693, d1=0.266, d2=0.382 g=2.802 2/2 [==============================] - 0s 13ms/step >41, 71/693, d1=0.459, d2=0.307 g=3.670 2/2 [==============================] - 0s 13ms/step >41, 72/693, d1=0.491, d2=0.381 g=3.058 2/2 [==============================] - 0s 15ms/step >41, 73/693, d1=0.341, d2=0.356 g=2.510 2/2 [==============================] - 0s 12ms/step >41, 74/693, d1=0.485, d2=0.398 g=2.612 2/2 [==============================] - 0s 13ms/step >41, 75/693, d1=0.577, d2=0.332 g=2.631 2/2 [==============================] - 0s 13ms/step >41, 76/693, d1=0.441, d2=0.435 g=2.691 2/2 [==============================] - 0s 13ms/step >41, 77/693, d1=0.322, d2=0.352 g=2.500 2/2 [==============================] - 0s 11ms/step >41, 78/693, d1=0.462, d2=0.345 g=2.617 2/2 [==============================] - 0s 15ms/step >41, 79/693, d1=0.513, d2=0.356 g=2.318 2/2 [==============================] - 0s 14ms/step >41, 80/693, d1=0.346, d2=0.476 g=2.307 2/2 [==============================] - 0s 12ms/step >41, 81/693, d1=0.416, d2=0.290 g=2.680 2/2 [==============================] - 0s 13ms/step >41, 82/693, d1=0.652, d2=0.346 g=2.420 2/2 [==============================] - 0s 14ms/step >41, 83/693, d1=0.388, d2=0.389 g=2.239 2/2 [==============================] - 0s 12ms/step >41, 84/693, d1=0.401, d2=0.338 g=3.334 2/2 [==============================] - 0s 12ms/step >41, 85/693, d1=0.501, d2=0.396 g=2.929 2/2 [==============================] - 0s 13ms/step >41, 86/693, d1=0.346, d2=0.378 g=2.425 2/2 [==============================] - 0s 13ms/step >41, 87/693, d1=0.332, d2=0.384 g=2.955 2/2 [==============================] - 0s 14ms/step >41, 88/693, d1=0.427, d2=0.278 g=2.930 2/2 [==============================] - 0s 13ms/step >41, 89/693, d1=0.592, d2=0.373 g=3.329 2/2 [==============================] - 0s 14ms/step >41, 90/693, d1=0.406, d2=0.470 g=2.774 2/2 [==============================] - 0s 13ms/step >41, 91/693, d1=0.454, d2=0.251 g=3.010 2/2 [==============================] - 0s 12ms/step >41, 92/693, d1=0.336, d2=0.369 g=2.811 2/2 [==============================] - 0s 13ms/step >41, 93/693, d1=0.459, d2=0.401 g=2.739 2/2 [==============================] - 0s 13ms/step >41, 94/693, d1=0.305, d2=0.281 g=3.116 2/2 [==============================] - 0s 13ms/step >41, 95/693, d1=0.383, d2=0.476 g=2.050 2/2 [==============================] - 0s 13ms/step >41, 96/693, d1=0.430, d2=0.288 g=2.833 2/2 [==============================] - 0s 12ms/step >41, 97/693, d1=0.319, d2=0.273 g=2.914 2/2 [==============================] - 0s 12ms/step >41, 98/693, d1=0.373, d2=0.247 g=3.439 2/2 [==============================] - 0s 14ms/step >41, 99/693, d1=0.488, d2=0.316 g=2.281 2/2 [==============================] - 0s 14ms/step >41, 100/693, d1=0.287, d2=0.388 g=2.844 2/2 [==============================] - 0s 13ms/step >41, 101/693, d1=0.326, d2=0.346 g=2.393 2/2 [==============================] - 0s 14ms/step >41, 102/693, d1=0.520, d2=0.342 g=3.516 2/2 [==============================] - 0s 13ms/step >41, 103/693, d1=0.457, d2=0.370 g=2.506 2/2 [==============================] - 0s 15ms/step >41, 104/693, d1=0.400, d2=0.385 g=2.915 2/2 [==============================] - 0s 13ms/step >41, 105/693, d1=0.373, d2=0.392 g=2.380 2/2 [==============================] - 0s 18ms/step >41, 106/693, d1=0.397, d2=0.287 g=3.326 2/2 [==============================] - 0s 13ms/step >41, 107/693, d1=0.302, d2=0.325 g=3.572 2/2 [==============================] - 0s 13ms/step >41, 108/693, d1=0.518, d2=0.311 g=2.502 2/2 [==============================] - 0s 12ms/step >41, 109/693, d1=0.318, d2=0.380 g=3.328 2/2 [==============================] - 0s 13ms/step >41, 110/693, d1=0.408, d2=0.295 g=3.060 2/2 [==============================] - 0s 13ms/step >41, 111/693, d1=0.346, d2=0.383 g=2.714 2/2 [==============================] - 0s 12ms/step >41, 112/693, d1=0.488, d2=0.314 g=3.101 2/2 [==============================] - 0s 15ms/step >41, 113/693, d1=0.398, d2=0.284 g=2.274 2/2 [==============================] - 0s 15ms/step >41, 114/693, d1=0.298, d2=0.357 g=3.060 2/2 [==============================] - 0s 15ms/step >41, 115/693, d1=0.382, d2=0.333 g=2.194 2/2 [==============================] - 0s 13ms/step >41, 116/693, d1=0.410, d2=0.436 g=2.244 2/2 [==============================] - 0s 14ms/step >41, 117/693, d1=0.510, d2=0.387 g=2.877 2/2 [==============================] - 0s 12ms/step >41, 118/693, d1=0.461, d2=0.363 g=2.698 2/2 [==============================] - 0s 14ms/step >41, 119/693, d1=0.397, d2=0.429 g=2.405 2/2 [==============================] - 0s 16ms/step >41, 120/693, d1=0.414, d2=0.347 g=2.958 2/2 [==============================] - 0s 14ms/step >41, 121/693, d1=0.403, d2=0.335 g=3.042 2/2 [==============================] - 0s 14ms/step >41, 122/693, d1=0.363, d2=0.317 g=2.536 2/2 [==============================] - 0s 12ms/step >41, 123/693, d1=0.458, d2=0.300 g=2.687 2/2 [==============================] - 0s 12ms/step >41, 124/693, d1=0.415, d2=0.382 g=2.792 2/2 [==============================] - 0s 13ms/step >41, 125/693, d1=0.344, d2=0.401 g=2.592 2/2 [==============================] - 0s 12ms/step >41, 126/693, d1=0.426, d2=0.305 g=3.057 2/2 [==============================] - 0s 12ms/step >41, 127/693, d1=0.437, d2=0.270 g=2.556 2/2 [==============================] - 0s 14ms/step >41, 128/693, d1=0.383, d2=0.332 g=2.850 2/2 [==============================] - 0s 14ms/step >41, 129/693, d1=0.406, d2=0.426 g=2.423 2/2 [==============================] - 0s 15ms/step >41, 130/693, d1=0.390, d2=0.368 g=2.320 2/2 [==============================] - 0s 14ms/step >41, 131/693, d1=0.422, d2=0.346 g=2.507 2/2 [==============================] - 0s 12ms/step >41, 132/693, d1=0.390, d2=0.332 g=2.749 2/2 [==============================] - 0s 13ms/step >41, 133/693, d1=0.347, d2=0.361 g=2.781 2/2 [==============================] - 0s 13ms/step >41, 134/693, d1=0.582, d2=0.336 g=2.167 2/2 [==============================] - 0s 13ms/step >41, 135/693, d1=0.399, d2=0.573 g=3.022 2/2 [==============================] - 0s 12ms/step >41, 136/693, d1=0.429, d2=0.273 g=2.517 2/2 [==============================] - 0s 12ms/step >41, 137/693, d1=0.485, d2=0.373 g=2.520 2/2 [==============================] - 0s 12ms/step >41, 138/693, d1=0.352, d2=0.393 g=2.215 2/2 [==============================] - 0s 14ms/step >41, 139/693, d1=0.394, d2=0.396 g=3.241 2/2 [==============================] - 0s 12ms/step >41, 140/693, d1=0.385, d2=0.258 g=2.415 2/2 [==============================] - 0s 14ms/step >41, 141/693, d1=0.353, d2=0.312 g=2.170 2/2 [==============================] - 0s 14ms/step >41, 142/693, d1=0.370, d2=0.326 g=2.951 2/2 [==============================] - 0s 15ms/step >41, 143/693, d1=0.440, d2=0.439 g=3.730 2/2 [==============================] - 0s 15ms/step >41, 144/693, d1=0.498, d2=0.232 g=2.623 2/2 [==============================] - 0s 13ms/step >41, 145/693, d1=0.382, d2=0.345 g=2.879 2/2 [==============================] - 0s 13ms/step >41, 146/693, d1=0.324, d2=0.373 g=2.613 2/2 [==============================] - 0s 13ms/step >41, 147/693, d1=0.357, d2=0.302 g=2.965 2/2 [==============================] - 0s 12ms/step >41, 148/693, d1=0.397, d2=0.300 g=2.810 2/2 [==============================] - 0s 12ms/step >41, 149/693, d1=0.453, d2=0.356 g=2.890 2/2 [==============================] - 0s 13ms/step >41, 150/693, d1=0.419, d2=0.272 g=3.944 2/2 [==============================] - 0s 13ms/step >41, 151/693, d1=0.443, d2=0.428 g=3.646 2/2 [==============================] - 0s 13ms/step >41, 152/693, d1=0.331, d2=0.386 g=4.166 2/2 [==============================] - 0s 13ms/step >41, 153/693, d1=0.487, d2=0.255 g=2.836 2/2 [==============================] - 0s 13ms/step >41, 154/693, d1=0.395, d2=0.458 g=3.051 2/2 [==============================] - 0s 12ms/step >41, 155/693, d1=0.291, d2=0.309 g=3.458 2/2 [==============================] - 0s 15ms/step >41, 156/693, d1=0.434, d2=0.406 g=2.941 2/2 [==============================] - 0s 15ms/step >41, 157/693, d1=0.376, d2=0.228 g=3.870 2/2 [==============================] - 0s 13ms/step >41, 158/693, d1=0.560, d2=0.350 g=2.477 2/2 [==============================] - 0s 15ms/step >41, 159/693, d1=0.347, d2=0.372 g=3.421 2/2 [==============================] - 0s 12ms/step >41, 160/693, d1=0.414, d2=0.386 g=3.194 2/2 [==============================] - 0s 13ms/step >41, 161/693, d1=0.480, d2=0.344 g=2.282 2/2 [==============================] - 0s 13ms/step >41, 162/693, d1=0.375, d2=0.389 g=3.091 2/2 [==============================] - 0s 14ms/step >41, 163/693, d1=0.202, d2=0.259 g=3.210 2/2 [==============================] - 0s 13ms/step >41, 164/693, d1=0.497, d2=0.389 g=2.678 2/2 [==============================] - 0s 12ms/step >41, 165/693, d1=0.461, d2=0.265 g=2.884 2/2 [==============================] - 0s 12ms/step >41, 166/693, d1=0.520, d2=0.434 g=3.084 2/2 [==============================] - 0s 14ms/step >41, 167/693, d1=0.459, d2=0.508 g=3.670 2/2 [==============================] - 0s 15ms/step >41, 168/693, d1=0.467, d2=0.329 g=2.993 2/2 [==============================] - 0s 14ms/step >41, 169/693, d1=0.416, d2=0.352 g=3.116 2/2 [==============================] - 0s 13ms/step >41, 170/693, d1=0.414, d2=0.463 g=3.804 2/2 [==============================] - 0s 15ms/step >41, 171/693, d1=0.382, d2=0.271 g=2.804 2/2 [==============================] - 0s 12ms/step >41, 172/693, d1=0.303, d2=0.259 g=2.537 2/2 [==============================] - 0s 11ms/step >41, 173/693, d1=0.369, d2=0.353 g=2.675 2/2 [==============================] - 0s 12ms/step >41, 174/693, d1=0.251, d2=0.459 g=2.307 2/2 [==============================] - 0s 13ms/step >41, 175/693, d1=0.356, d2=0.277 g=2.315 2/2 [==============================] - 0s 15ms/step >41, 176/693, d1=0.616, d2=0.289 g=3.447 2/2 [==============================] - 0s 13ms/step >41, 177/693, d1=0.278, d2=0.345 g=2.139 2/2 [==============================] - 0s 14ms/step >41, 178/693, d1=0.519, d2=0.413 g=2.558 2/2 [==============================] - 0s 14ms/step >41, 179/693, d1=0.441, d2=0.464 g=3.977 2/2 [==============================] - 0s 13ms/step >41, 180/693, d1=0.376, d2=0.298 g=2.523 2/2 [==============================] - 0s 14ms/step >41, 181/693, d1=0.586, d2=0.370 g=3.423 2/2 [==============================] - 0s 12ms/step >41, 182/693, d1=0.570, d2=0.386 g=2.659 2/2 [==============================] - 0s 12ms/step >41, 183/693, d1=0.401, d2=0.383 g=3.159 2/2 [==============================] - 0s 15ms/step >41, 184/693, d1=0.783, d2=0.455 g=3.254 2/2 [==============================] - 0s 13ms/step >41, 185/693, d1=0.307, d2=0.463 g=2.546 2/2 [==============================] - 0s 14ms/step >41, 186/693, d1=0.634, d2=0.473 g=3.754 2/2 [==============================] - 0s 13ms/step >41, 187/693, d1=0.431, d2=0.294 g=2.734 2/2 [==============================] - 0s 14ms/step >41, 188/693, d1=0.440, d2=0.428 g=3.315 2/2 [==============================] - 0s 12ms/step >41, 189/693, d1=0.441, d2=0.288 g=3.404 2/2 [==============================] - 0s 14ms/step >41, 190/693, d1=0.501, d2=0.286 g=2.694 2/2 [==============================] - 0s 13ms/step >41, 191/693, d1=0.301, d2=0.411 g=2.831 2/2 [==============================] - 0s 14ms/step >41, 192/693, d1=0.330, d2=0.434 g=3.360 2/2 [==============================] - 0s 11ms/step >41, 193/693, d1=0.407, d2=0.317 g=2.954 2/2 [==============================] - 0s 12ms/step >41, 194/693, d1=0.502, d2=0.365 g=3.105 2/2 [==============================] - 0s 13ms/step >41, 195/693, d1=0.457, d2=0.325 g=3.411 2/2 [==============================] - 0s 13ms/step >41, 196/693, d1=0.381, d2=0.304 g=2.681 2/2 [==============================] - 0s 12ms/step >41, 197/693, d1=0.313, d2=0.339 g=3.781 2/2 [==============================] - 0s 15ms/step >41, 198/693, d1=0.476, d2=0.291 g=2.898 2/2 [==============================] - 0s 14ms/step >41, 199/693, d1=0.262, d2=0.357 g=3.233 2/2 [==============================] - 0s 14ms/step >41, 200/693, d1=0.356, d2=0.263 g=2.887 2/2 [==============================] - 0s 13ms/step >41, 201/693, d1=0.382, d2=0.281 g=2.896 2/2 [==============================] - 0s 12ms/step >41, 202/693, d1=0.395, d2=0.336 g=3.290 2/2 [==============================] - 0s 14ms/step >41, 203/693, d1=0.477, d2=0.571 g=3.660 2/2 [==============================] - 0s 13ms/step >41, 204/693, d1=0.423, d2=0.315 g=2.392 2/2 [==============================] - 0s 8ms/step >41, 205/693, d1=0.485, d2=0.409 g=2.612 2/2 [==============================] - 0s 13ms/step >41, 206/693, d1=0.361, d2=0.279 g=2.757 2/2 [==============================] - 0s 14ms/step >41, 207/693, d1=0.527, d2=0.388 g=2.933 2/2 [==============================] - 0s 12ms/step >41, 208/693, d1=0.251, d2=0.293 g=2.645 2/2 [==============================] - 0s 14ms/step >41, 209/693, d1=0.327, d2=0.407 g=2.832 2/2 [==============================] - 0s 14ms/step >41, 210/693, d1=0.359, d2=0.290 g=3.412 2/2 [==============================] - 0s 14ms/step >41, 211/693, d1=0.408, d2=0.342 g=2.488 2/2 [==============================] - 0s 12ms/step >41, 212/693, d1=0.360, d2=0.311 g=2.439 2/2 [==============================] - 0s 13ms/step >41, 213/693, d1=0.441, d2=0.327 g=3.310 2/2 [==============================] - 0s 14ms/step >41, 214/693, d1=0.448, d2=0.323 g=2.507 2/2 [==============================] - 0s 13ms/step >41, 215/693, d1=0.339, d2=0.478 g=2.788 2/2 [==============================] - 0s 13ms/step >41, 216/693, d1=0.494, d2=0.325 g=2.801 2/2 [==============================] - 0s 12ms/step >41, 217/693, d1=0.465, d2=0.382 g=2.530 2/2 [==============================] - 0s 13ms/step >41, 218/693, d1=0.348, d2=0.451 g=2.830 2/2 [==============================] - 0s 14ms/step >41, 219/693, d1=0.443, d2=0.337 g=3.903 2/2 [==============================] - 0s 13ms/step >41, 220/693, d1=0.386, d2=0.407 g=2.595 2/2 [==============================] - 0s 13ms/step >41, 221/693, d1=0.392, d2=0.262 g=2.284 2/2 [==============================] - 0s 13ms/step >41, 222/693, d1=0.381, d2=0.224 g=2.647 2/2 [==============================] - 0s 13ms/step >41, 223/693, d1=0.446, d2=0.490 g=2.705 2/2 [==============================] - 0s 13ms/step >41, 224/693, d1=0.382, d2=0.327 g=2.729 2/2 [==============================] - 0s 12ms/step >41, 225/693, d1=0.414, d2=0.363 g=2.407 2/2 [==============================] - 0s 13ms/step >41, 226/693, d1=0.429, d2=0.345 g=2.686 2/2 [==============================] - 0s 11ms/step >41, 227/693, d1=0.351, d2=0.236 g=2.572 2/2 [==============================] - 0s 12ms/step >41, 228/693, d1=0.393, d2=0.340 g=3.068 2/2 [==============================] - 0s 14ms/step >41, 229/693, d1=0.398, d2=0.299 g=3.004 2/2 [==============================] - 0s 14ms/step >41, 230/693, d1=0.366, d2=0.454 g=2.767 2/2 [==============================] - 0s 13ms/step >41, 231/693, d1=0.522, d2=0.297 g=3.304 2/2 [==============================] - 0s 13ms/step >41, 232/693, d1=0.410, d2=0.347 g=2.852 2/2 [==============================] - 0s 13ms/step >41, 233/693, d1=0.347, d2=0.386 g=2.842 2/2 [==============================] - 0s 14ms/step >41, 234/693, d1=0.326, d2=0.247 g=2.757 2/2 [==============================] - 0s 12ms/step >41, 235/693, d1=0.439, d2=0.358 g=3.642 2/2 [==============================] - 0s 12ms/step >41, 236/693, d1=0.375, d2=0.328 g=3.011 2/2 [==============================] - 0s 13ms/step >41, 237/693, d1=0.393, d2=0.398 g=3.237 2/2 [==============================] - 0s 13ms/step >41, 238/693, d1=0.386, d2=0.354 g=3.137 2/2 [==============================] - 0s 13ms/step >41, 239/693, d1=0.527, d2=0.324 g=4.238 2/2 [==============================] - 0s 14ms/step >41, 240/693, d1=0.350, d2=0.309 g=3.766 2/2 [==============================] - 0s 14ms/step >41, 241/693, d1=0.350, d2=0.346 g=3.517 2/2 [==============================] - 0s 13ms/step >41, 242/693, d1=0.538, d2=0.271 g=2.709 2/2 [==============================] - 0s 13ms/step >41, 243/693, d1=0.492, d2=0.333 g=3.615 2/2 [==============================] - 0s 13ms/step >41, 244/693, d1=0.374, d2=0.283 g=2.805 2/2 [==============================] - 0s 13ms/step >41, 245/693, d1=0.299, d2=0.539 g=3.636 2/2 [==============================] - 0s 14ms/step >41, 246/693, d1=0.353, d2=0.198 g=2.159 2/2 [==============================] - 0s 16ms/step >41, 247/693, d1=0.358, d2=0.380 g=2.792 2/2 [==============================] - 0s 13ms/step >41, 248/693, d1=0.356, d2=0.265 g=3.559 2/2 [==============================] - 0s 11ms/step >41, 249/693, d1=0.273, d2=0.349 g=3.657 2/2 [==============================] - 0s 13ms/step >41, 250/693, d1=0.483, d2=0.307 g=2.346 2/2 [==============================] - 0s 14ms/step >41, 251/693, d1=0.389, d2=0.345 g=2.749 2/2 [==============================] - 0s 11ms/step >41, 252/693, d1=0.403, d2=0.317 g=3.135 2/2 [==============================] - 0s 14ms/step >41, 253/693, d1=0.218, d2=0.296 g=3.494 2/2 [==============================] - 0s 13ms/step >41, 254/693, d1=0.427, d2=0.285 g=3.471 2/2 [==============================] - 0s 12ms/step >41, 255/693, d1=0.368, d2=0.356 g=2.612 2/2 [==============================] - 0s 15ms/step >41, 256/693, d1=0.609, d2=0.286 g=3.101 2/2 [==============================] - 0s 15ms/step >41, 257/693, d1=0.450, d2=0.476 g=3.316 2/2 [==============================] - 0s 12ms/step >41, 258/693, d1=0.446, d2=0.380 g=2.608 2/2 [==============================] - 0s 15ms/step >41, 259/693, d1=0.495, d2=0.303 g=2.615 2/2 [==============================] - 0s 13ms/step >41, 260/693, d1=0.444, d2=0.383 g=2.556 2/2 [==============================] - 0s 14ms/step >41, 261/693, d1=0.386, d2=0.388 g=3.142 2/2 [==============================] - 0s 14ms/step >41, 262/693, d1=0.524, d2=0.307 g=2.932 2/2 [==============================] - 0s 12ms/step >41, 263/693, d1=0.372, d2=0.395 g=2.485 2/2 [==============================] - 0s 13ms/step >41, 264/693, d1=0.330, d2=0.289 g=2.495 2/2 [==============================] - 0s 14ms/step >41, 265/693, d1=0.456, d2=0.339 g=2.361 2/2 [==============================] - 0s 13ms/step >41, 266/693, d1=0.322, d2=0.452 g=2.899 2/2 [==============================] - 0s 15ms/step >41, 267/693, d1=0.468, d2=0.421 g=1.901 2/2 [==============================] - 0s 12ms/step >41, 268/693, d1=0.452, d2=0.292 g=3.521 2/2 [==============================] - 0s 13ms/step >41, 269/693, d1=0.386, d2=0.381 g=2.696 2/2 [==============================] - 0s 12ms/step >41, 270/693, d1=0.386, d2=0.495 g=2.243 2/2 [==============================] - 0s 13ms/step >41, 271/693, d1=0.418, d2=0.309 g=3.676 2/2 [==============================] - 0s 13ms/step >41, 272/693, d1=0.303, d2=0.301 g=3.520 2/2 [==============================] - 0s 13ms/step >41, 273/693, d1=0.310, d2=0.286 g=2.664 2/2 [==============================] - 0s 13ms/step >41, 274/693, d1=0.505, d2=0.300 g=2.944 2/2 [==============================] - 0s 14ms/step >41, 275/693, d1=0.276, d2=0.366 g=2.573 2/2 [==============================] - 0s 12ms/step >41, 276/693, d1=0.324, d2=0.375 g=4.185 2/2 [==============================] - 0s 14ms/step >41, 277/693, d1=0.407, d2=0.355 g=2.607 2/2 [==============================] - 0s 15ms/step >41, 278/693, d1=0.396, d2=0.269 g=3.158 2/2 [==============================] - 0s 13ms/step >41, 279/693, d1=0.387, d2=0.375 g=3.074 2/2 [==============================] - 0s 14ms/step >41, 280/693, d1=0.465, d2=0.449 g=3.478 2/2 [==============================] - 0s 14ms/step >41, 281/693, d1=0.424, d2=0.301 g=2.854 2/2 [==============================] - 0s 14ms/step >41, 282/693, d1=0.375, d2=0.381 g=2.375 2/2 [==============================] - 0s 13ms/step >41, 283/693, d1=0.537, d2=0.330 g=2.579 2/2 [==============================] - 0s 14ms/step >41, 284/693, d1=0.342, d2=0.322 g=2.897 2/2 [==============================] - 0s 13ms/step >41, 285/693, d1=0.421, d2=0.477 g=3.868 2/2 [==============================] - 0s 14ms/step >41, 286/693, d1=0.378, d2=0.251 g=2.211 2/2 [==============================] - 0s 13ms/step >41, 287/693, d1=0.261, d2=0.330 g=2.506 2/2 [==============================] - 0s 12ms/step >41, 288/693, d1=0.409, d2=0.304 g=2.922 2/2 [==============================] - 0s 13ms/step >41, 289/693, d1=0.364, d2=0.347 g=3.156 2/2 [==============================] - 0s 13ms/step >41, 290/693, d1=0.391, d2=0.272 g=2.463 2/2 [==============================] - 0s 13ms/step >41, 291/693, d1=0.340, d2=0.403 g=3.252 2/2 [==============================] - 0s 11ms/step >41, 292/693, d1=0.350, d2=0.298 g=3.058 2/2 [==============================] - 0s 16ms/step >41, 293/693, d1=0.436, d2=0.440 g=3.195 2/2 [==============================] - 0s 15ms/step >41, 294/693, d1=0.519, d2=0.274 g=3.256 2/2 [==============================] - 0s 14ms/step >41, 295/693, d1=0.370, d2=0.335 g=2.315 2/2 [==============================] - 0s 13ms/step >41, 296/693, d1=0.331, d2=0.284 g=2.815 2/2 [==============================] - 0s 12ms/step >41, 297/693, d1=0.388, d2=0.386 g=2.737 2/2 [==============================] - 0s 13ms/step >41, 298/693, d1=0.354, d2=0.198 g=3.054 2/2 [==============================] - 0s 12ms/step >41, 299/693, d1=0.360, d2=0.277 g=3.261 2/2 [==============================] - 0s 12ms/step >41, 300/693, d1=0.387, d2=0.247 g=2.357 2/2 [==============================] - 0s 13ms/step >41, 301/693, d1=0.316, d2=0.295 g=2.757 2/2 [==============================] - 0s 13ms/step >41, 302/693, d1=0.357, d2=0.409 g=2.511 2/2 [==============================] - 0s 13ms/step >41, 303/693, d1=0.386, d2=0.372 g=2.330 2/2 [==============================] - 0s 13ms/step >41, 304/693, d1=0.385, d2=0.358 g=2.826 2/2 [==============================] - 0s 12ms/step >41, 305/693, d1=0.558, d2=0.340 g=2.927 2/2 [==============================] - 0s 13ms/step >41, 306/693, d1=0.408, d2=0.530 g=2.626 2/2 [==============================] - 0s 13ms/step >41, 307/693, d1=0.248, d2=0.262 g=3.374 2/2 [==============================] - 0s 12ms/step >41, 308/693, d1=0.656, d2=0.318 g=3.332 2/2 [==============================] - 0s 11ms/step >41, 309/693, d1=0.365, d2=0.250 g=2.863 2/2 [==============================] - 0s 13ms/step >41, 310/693, d1=0.392, d2=0.354 g=2.149 2/2 [==============================] - 0s 12ms/step >41, 311/693, d1=0.237, d2=0.268 g=2.444 2/2 [==============================] - 0s 12ms/step >41, 312/693, d1=0.432, d2=0.320 g=3.000 2/2 [==============================] - 0s 12ms/step >41, 313/693, d1=0.375, d2=0.428 g=2.757 2/2 [==============================] - 0s 13ms/step >41, 314/693, d1=0.277, d2=0.287 g=2.511 2/2 [==============================] - 0s 13ms/step >41, 315/693, d1=0.252, d2=0.250 g=3.085 2/2 [==============================] - 0s 12ms/step >41, 316/693, d1=0.341, d2=0.324 g=2.876 2/2 [==============================] - 0s 17ms/step >41, 317/693, d1=0.392, d2=0.294 g=3.023 2/2 [==============================] - 0s 14ms/step >41, 318/693, d1=0.484, d2=0.337 g=2.487 2/2 [==============================] - 0s 13ms/step >41, 319/693, d1=0.335, d2=0.450 g=2.601 2/2 [==============================] - 0s 13ms/step >41, 320/693, d1=0.443, d2=0.363 g=2.833 2/2 [==============================] - 0s 13ms/step >41, 321/693, d1=0.403, d2=0.257 g=3.066 2/2 [==============================] - 0s 13ms/step >41, 322/693, d1=0.384, d2=0.390 g=2.620 2/2 [==============================] - 0s 14ms/step >41, 323/693, d1=0.370, d2=0.372 g=2.882 2/2 [==============================] - 0s 13ms/step >41, 324/693, d1=0.396, d2=0.290 g=3.087 2/2 [==============================] - 0s 13ms/step >41, 325/693, d1=0.545, d2=0.529 g=2.888 2/2 [==============================] - 0s 14ms/step >41, 326/693, d1=0.381, d2=0.264 g=3.208 2/2 [==============================] - 0s 14ms/step >41, 327/693, d1=0.526, d2=0.346 g=2.925 2/2 [==============================] - 0s 12ms/step >41, 328/693, d1=0.419, d2=0.376 g=2.311 2/2 [==============================] - 0s 16ms/step >41, 329/693, d1=0.302, d2=0.351 g=3.190 2/2 [==============================] - 0s 14ms/step >41, 330/693, d1=0.450, d2=0.350 g=2.520 2/2 [==============================] - 0s 13ms/step >41, 331/693, d1=0.432, d2=0.355 g=2.996 2/2 [==============================] - 0s 13ms/step >41, 332/693, d1=0.498, d2=0.311 g=2.559 2/2 [==============================] - 0s 13ms/step >41, 333/693, d1=0.343, d2=0.324 g=3.372 2/2 [==============================] - 0s 13ms/step >41, 334/693, d1=0.426, d2=0.374 g=2.812 2/2 [==============================] - 0s 14ms/step >41, 335/693, d1=0.378, d2=0.352 g=3.654 2/2 [==============================] - 0s 14ms/step >41, 336/693, d1=0.412, d2=0.259 g=2.632 2/2 [==============================] - 0s 12ms/step >41, 337/693, d1=0.418, d2=0.298 g=3.542 2/2 [==============================] - 0s 14ms/step >41, 338/693, d1=0.578, d2=0.523 g=2.715 2/2 [==============================] - 0s 12ms/step >41, 339/693, d1=0.419, d2=0.354 g=3.784 2/2 [==============================] - 0s 13ms/step >41, 340/693, d1=0.397, d2=0.341 g=2.775 2/2 [==============================] - 0s 14ms/step >41, 341/693, d1=0.360, d2=0.450 g=4.341 2/2 [==============================] - 0s 13ms/step >41, 342/693, d1=0.341, d2=0.286 g=2.643 2/2 [==============================] - 0s 14ms/step >41, 343/693, d1=0.431, d2=0.369 g=2.694 2/2 [==============================] - 0s 14ms/step >41, 344/693, d1=0.420, d2=0.400 g=2.787 2/2 [==============================] - 0s 12ms/step >41, 345/693, d1=0.359, d2=0.372 g=3.243 2/2 [==============================] - 0s 14ms/step >41, 346/693, d1=0.416, d2=0.259 g=3.240 2/2 [==============================] - 0s 14ms/step >41, 347/693, d1=0.431, d2=0.335 g=2.775 2/2 [==============================] - 0s 12ms/step >41, 348/693, d1=0.394, d2=0.489 g=3.661 2/2 [==============================] - 0s 15ms/step >41, 349/693, d1=0.433, d2=0.293 g=2.564 2/2 [==============================] - 0s 13ms/step >41, 350/693, d1=0.273, d2=0.221 g=3.009 2/2 [==============================] - 0s 14ms/step >41, 351/693, d1=0.481, d2=0.353 g=2.951 2/2 [==============================] - 0s 13ms/step >41, 352/693, d1=0.410, d2=0.333 g=4.619 2/2 [==============================] - 0s 15ms/step >41, 353/693, d1=0.503, d2=0.268 g=2.852 2/2 [==============================] - 0s 15ms/step >41, 354/693, d1=0.439, d2=0.495 g=3.645 2/2 [==============================] - 0s 13ms/step >41, 355/693, d1=0.415, d2=0.419 g=2.433 2/2 [==============================] - 0s 12ms/step >41, 356/693, d1=0.413, d2=0.248 g=3.600 2/2 [==============================] - 0s 14ms/step >41, 357/693, d1=0.417, d2=0.304 g=2.194 2/2 [==============================] - 0s 12ms/step >41, 358/693, d1=0.402, d2=0.366 g=3.342 2/2 [==============================] - 0s 15ms/step >41, 359/693, d1=0.287, d2=0.413 g=2.791 2/2 [==============================] - 0s 15ms/step >41, 360/693, d1=0.527, d2=0.362 g=3.680 2/2 [==============================] - 0s 14ms/step >41, 361/693, d1=0.430, d2=0.432 g=2.281 2/2 [==============================] - 0s 13ms/step >41, 362/693, d1=0.388, d2=0.439 g=3.273 2/2 [==============================] - 0s 13ms/step >41, 363/693, d1=0.435, d2=0.255 g=3.278 2/2 [==============================] - 0s 14ms/step >41, 364/693, d1=0.367, d2=0.329 g=3.201 2/2 [==============================] - 0s 15ms/step >41, 365/693, d1=0.529, d2=0.345 g=2.394 2/2 [==============================] - 0s 14ms/step >41, 366/693, d1=0.368, d2=0.362 g=2.184 2/2 [==============================] - 0s 13ms/step >41, 367/693, d1=0.470, d2=0.303 g=3.363 2/2 [==============================] - 0s 13ms/step >41, 368/693, d1=0.366, d2=0.411 g=3.094 2/2 [==============================] - 0s 13ms/step >41, 369/693, d1=0.506, d2=0.365 g=3.208 2/2 [==============================] - 0s 13ms/step >41, 370/693, d1=0.532, d2=0.391 g=2.398 2/2 [==============================] - 0s 12ms/step >41, 371/693, d1=0.414, d2=0.385 g=3.643 2/2 [==============================] - 0s 14ms/step >41, 372/693, d1=0.486, d2=0.423 g=3.141 2/2 [==============================] - 0s 13ms/step >41, 373/693, d1=0.420, d2=0.317 g=2.543 2/2 [==============================] - 0s 12ms/step >41, 374/693, d1=0.506, d2=0.291 g=2.475 2/2 [==============================] - 0s 12ms/step >41, 375/693, d1=0.340, d2=0.439 g=2.839 2/2 [==============================] - 0s 14ms/step >41, 376/693, d1=0.391, d2=0.265 g=3.396 2/2 [==============================] - 0s 14ms/step >41, 377/693, d1=0.376, d2=0.313 g=2.209 2/2 [==============================] - 0s 12ms/step >41, 378/693, d1=0.375, d2=0.402 g=2.368 2/2 [==============================] - 0s 12ms/step >41, 379/693, d1=0.257, d2=0.357 g=3.254 2/2 [==============================] - 0s 13ms/step >41, 380/693, d1=0.526, d2=0.288 g=3.036 2/2 [==============================] - 0s 13ms/step >41, 381/693, d1=0.312, d2=0.293 g=2.458 2/2 [==============================] - 0s 14ms/step >41, 382/693, d1=0.541, d2=0.360 g=2.991 2/2 [==============================] - 0s 15ms/step >41, 383/693, d1=0.176, d2=0.379 g=2.942 2/2 [==============================] - 0s 14ms/step >41, 384/693, d1=0.310, d2=0.298 g=3.182 2/2 [==============================] - 0s 14ms/step >41, 385/693, d1=0.486, d2=0.367 g=3.276 2/2 [==============================] - 0s 13ms/step >41, 386/693, d1=0.691, d2=0.307 g=2.935 2/2 [==============================] - 0s 12ms/step >41, 387/693, d1=0.300, d2=0.424 g=2.605 2/2 [==============================] - 0s 15ms/step >41, 388/693, d1=0.327, d2=0.373 g=2.451 2/2 [==============================] - 0s 14ms/step >41, 389/693, d1=0.585, d2=0.257 g=2.335 2/2 [==============================] - 0s 14ms/step >41, 390/693, d1=0.451, d2=0.441 g=3.359 2/2 [==============================] - 0s 16ms/step >41, 391/693, d1=0.347, d2=0.442 g=4.060 2/2 [==============================] - 0s 12ms/step >41, 392/693, d1=0.308, d2=0.192 g=3.722 2/2 [==============================] - 0s 14ms/step >41, 393/693, d1=0.537, d2=0.246 g=3.912 2/2 [==============================] - 0s 13ms/step >41, 394/693, d1=0.378, d2=0.318 g=2.938 2/2 [==============================] - 0s 12ms/step >41, 395/693, d1=0.368, d2=0.512 g=3.293 2/2 [==============================] - 0s 13ms/step >41, 396/693, d1=0.302, d2=0.237 g=3.340 2/2 [==============================] - 0s 13ms/step >41, 397/693, d1=0.484, d2=0.293 g=3.129 2/2 [==============================] - 0s 14ms/step >41, 398/693, d1=0.327, d2=0.325 g=2.487 2/2 [==============================] - 0s 15ms/step >41, 399/693, d1=0.320, d2=0.356 g=3.528 2/2 [==============================] - 0s 13ms/step >41, 400/693, d1=0.508, d2=0.418 g=2.793 2/2 [==============================] - 0s 16ms/step >41, 401/693, d1=0.393, d2=0.476 g=2.629 2/2 [==============================] - 0s 15ms/step >41, 402/693, d1=0.361, d2=0.333 g=2.824 2/2 [==============================] - 0s 15ms/step >41, 403/693, d1=0.497, d2=0.304 g=3.267 2/2 [==============================] - 0s 14ms/step >41, 404/693, d1=0.398, d2=0.342 g=3.030 2/2 [==============================] - 0s 15ms/step >41, 405/693, d1=0.324, d2=0.480 g=2.563 2/2 [==============================] - 0s 14ms/step >41, 406/693, d1=0.536, d2=0.278 g=3.285 2/2 [==============================] - 0s 13ms/step >41, 407/693, d1=0.477, d2=0.381 g=2.752 2/2 [==============================] - 0s 14ms/step >41, 408/693, d1=0.502, d2=0.343 g=3.427 2/2 [==============================] - 0s 15ms/step >41, 409/693, d1=0.326, d2=0.456 g=3.077 2/2 [==============================] - 0s 14ms/step >41, 410/693, d1=0.474, d2=0.393 g=3.095 2/2 [==============================] - 0s 13ms/step >41, 411/693, d1=0.390, d2=0.264 g=2.962 2/2 [==============================] - 0s 12ms/step >41, 412/693, d1=0.468, d2=0.333 g=2.855 2/2 [==============================] - 0s 13ms/step >41, 413/693, d1=0.533, d2=0.319 g=2.980 2/2 [==============================] - 0s 13ms/step >41, 414/693, d1=0.468, d2=0.354 g=2.530 2/2 [==============================] - 0s 14ms/step >41, 415/693, d1=0.384, d2=0.407 g=2.764 2/2 [==============================] - 0s 13ms/step >41, 416/693, d1=0.263, d2=0.323 g=2.373 2/2 [==============================] - 0s 14ms/step >41, 417/693, d1=0.381, d2=0.323 g=2.384 2/2 [==============================] - 0s 14ms/step >41, 418/693, d1=0.464, d2=0.420 g=2.330 2/2 [==============================] - 0s 14ms/step >41, 419/693, d1=0.484, d2=0.253 g=2.511 2/2 [==============================] - 0s 13ms/step >41, 420/693, d1=0.253, d2=0.321 g=3.474 2/2 [==============================] - 0s 12ms/step >41, 421/693, d1=0.295, d2=0.248 g=2.716 2/2 [==============================] - 0s 12ms/step >41, 422/693, d1=0.406, d2=0.424 g=2.760 2/2 [==============================] - 0s 13ms/step >41, 423/693, d1=0.494, d2=0.324 g=3.109 2/2 [==============================] - 0s 12ms/step >41, 424/693, d1=0.297, d2=0.274 g=2.678 2/2 [==============================] - 0s 13ms/step >41, 425/693, d1=0.326, d2=0.367 g=2.642 2/2 [==============================] - 0s 14ms/step >41, 426/693, d1=0.552, d2=0.323 g=2.733 2/2 [==============================] - 0s 14ms/step >41, 427/693, d1=0.379, d2=0.333 g=2.801 2/2 [==============================] - 0s 13ms/step >41, 428/693, d1=0.336, d2=0.324 g=2.601 2/2 [==============================] - 0s 13ms/step >41, 429/693, d1=0.495, d2=0.300 g=2.394 2/2 [==============================] - 0s 14ms/step >41, 430/693, d1=0.455, d2=0.416 g=2.920 2/2 [==============================] - 0s 14ms/step >41, 431/693, d1=0.419, d2=0.368 g=2.597 2/2 [==============================] - 0s 13ms/step >41, 432/693, d1=0.405, d2=0.386 g=2.528 2/2 [==============================] - 0s 15ms/step >41, 433/693, d1=0.400, d2=0.275 g=2.346 2/2 [==============================] - 0s 14ms/step >41, 434/693, d1=0.503, d2=0.414 g=1.958 2/2 [==============================] - 0s 13ms/step >41, 435/693, d1=0.203, d2=0.375 g=2.258 2/2 [==============================] - 0s 12ms/step >41, 436/693, d1=0.257, d2=0.347 g=3.043 2/2 [==============================] - 0s 14ms/step >41, 437/693, d1=0.475, d2=0.229 g=2.738 2/2 [==============================] - 0s 13ms/step >41, 438/693, d1=0.480, d2=0.524 g=2.631 2/2 [==============================] - 0s 14ms/step >41, 439/693, d1=0.314, d2=0.279 g=2.874 2/2 [==============================] - 0s 13ms/step >41, 440/693, d1=0.406, d2=0.376 g=3.086 2/2 [==============================] - 0s 14ms/step >41, 441/693, d1=0.339, d2=0.306 g=3.511 2/2 [==============================] - 0s 14ms/step >41, 442/693, d1=0.437, d2=0.312 g=3.087 2/2 [==============================] - 0s 13ms/step >41, 443/693, d1=0.381, d2=0.316 g=2.049 2/2 [==============================] - 0s 13ms/step >41, 444/693, d1=0.517, d2=0.455 g=2.141 2/2 [==============================] - 0s 13ms/step >41, 445/693, d1=0.398, d2=0.246 g=2.699 2/2 [==============================] - 0s 13ms/step >41, 446/693, d1=0.353, d2=0.245 g=2.859 2/2 [==============================] - 0s 13ms/step >41, 447/693, d1=0.406, d2=0.258 g=2.593 2/2 [==============================] - 0s 13ms/step >41, 448/693, d1=0.368, d2=0.353 g=2.640 2/2 [==============================] - 0s 14ms/step >41, 449/693, d1=0.349, d2=0.328 g=2.477 2/2 [==============================] - 0s 14ms/step >41, 450/693, d1=0.383, d2=0.295 g=2.892 2/2 [==============================] - 0s 13ms/step >41, 451/693, d1=0.511, d2=0.398 g=3.320 2/2 [==============================] - 0s 13ms/step >41, 452/693, d1=0.318, d2=0.288 g=2.661 2/2 [==============================] - 0s 12ms/step >41, 453/693, d1=0.330, d2=0.389 g=2.968 2/2 [==============================] - 0s 14ms/step >41, 454/693, d1=0.425, d2=0.413 g=3.305 2/2 [==============================] - 0s 11ms/step >41, 455/693, d1=0.383, d2=0.307 g=3.554 2/2 [==============================] - 0s 13ms/step >41, 456/693, d1=0.386, d2=0.276 g=3.153 2/2 [==============================] - 0s 13ms/step >41, 457/693, d1=0.311, d2=0.352 g=2.738 2/2 [==============================] - 0s 13ms/step >41, 458/693, d1=0.451, d2=0.357 g=2.304 2/2 [==============================] - 0s 14ms/step >41, 459/693, d1=0.609, d2=0.370 g=2.656 2/2 [==============================] - 0s 12ms/step >41, 460/693, d1=0.373, d2=0.435 g=2.641 2/2 [==============================] - 0s 14ms/step >41, 461/693, d1=0.344, d2=0.266 g=2.769 2/2 [==============================] - 0s 11ms/step >41, 462/693, d1=0.406, d2=0.333 g=2.571 2/2 [==============================] - 0s 12ms/step >41, 463/693, d1=0.275, d2=0.332 g=3.748 2/2 [==============================] - 0s 13ms/step >41, 464/693, d1=0.373, d2=0.219 g=2.928 2/2 [==============================] - 0s 14ms/step >41, 465/693, d1=0.414, d2=0.527 g=3.724 2/2 [==============================] - 0s 13ms/step >41, 466/693, d1=0.379, d2=0.308 g=3.590 2/2 [==============================] - 0s 12ms/step >41, 467/693, d1=0.382, d2=0.348 g=3.341 2/2 [==============================] - 0s 16ms/step >41, 468/693, d1=0.430, d2=0.364 g=2.803 2/2 [==============================] - 0s 12ms/step >41, 469/693, d1=0.485, d2=0.260 g=3.430 2/2 [==============================] - 0s 13ms/step >41, 470/693, d1=0.520, d2=0.306 g=2.643 2/2 [==============================] - 0s 12ms/step >41, 471/693, d1=0.232, d2=0.330 g=2.803 2/2 [==============================] - 0s 13ms/step >41, 472/693, d1=0.418, d2=0.369 g=2.269 2/2 [==============================] - 0s 16ms/step >41, 473/693, d1=0.487, d2=0.366 g=2.842 2/2 [==============================] - 0s 14ms/step >41, 474/693, d1=0.369, d2=0.273 g=2.986 2/2 [==============================] - 0s 12ms/step >41, 475/693, d1=0.439, d2=0.416 g=2.071 2/2 [==============================] - 0s 11ms/step >41, 476/693, d1=0.281, d2=0.355 g=2.480 2/2 [==============================] - 0s 12ms/step >41, 477/693, d1=0.473, d2=0.326 g=2.686 2/2 [==============================] - 0s 13ms/step >41, 478/693, d1=0.362, d2=0.229 g=3.327 2/2 [==============================] - 0s 14ms/step >41, 479/693, d1=0.416, d2=0.429 g=2.480 2/2 [==============================] - 0s 14ms/step >41, 480/693, d1=0.443, d2=0.315 g=3.676 2/2 [==============================] - 0s 13ms/step >41, 481/693, d1=0.476, d2=0.312 g=2.670 2/2 [==============================] - 0s 12ms/step >41, 482/693, d1=0.361, d2=0.335 g=2.720 2/2 [==============================] - 0s 14ms/step >41, 483/693, d1=0.318, d2=0.276 g=2.706 2/2 [==============================] - 0s 13ms/step >41, 484/693, d1=0.341, d2=0.393 g=3.604 2/2 [==============================] - 0s 13ms/step >41, 485/693, d1=0.534, d2=0.321 g=2.272 2/2 [==============================] - 0s 13ms/step >41, 486/693, d1=0.479, d2=0.297 g=3.096 2/2 [==============================] - 0s 14ms/step >41, 487/693, d1=0.442, d2=0.370 g=2.673 2/2 [==============================] - 0s 13ms/step >41, 488/693, d1=0.444, d2=0.353 g=2.802 2/2 [==============================] - 0s 13ms/step >41, 489/693, d1=0.262, d2=0.433 g=2.479 2/2 [==============================] - 0s 13ms/step >41, 490/693, d1=0.346, d2=0.375 g=3.659 2/2 [==============================] - 0s 15ms/step >41, 491/693, d1=0.355, d2=0.237 g=3.030 2/2 [==============================] - 0s 14ms/step >41, 492/693, d1=0.394, d2=0.294 g=3.018 2/2 [==============================] - 0s 13ms/step >41, 493/693, d1=0.356, d2=0.421 g=2.990 2/2 [==============================] - 0s 15ms/step >41, 494/693, d1=0.240, d2=0.409 g=4.073 2/2 [==============================] - 0s 13ms/step >41, 495/693, d1=0.439, d2=0.193 g=5.125 2/2 [==============================] - 0s 11ms/step >41, 496/693, d1=0.556, d2=0.418 g=4.485 2/2 [==============================] - 0s 14ms/step >41, 497/693, d1=0.400, d2=0.332 g=4.586 2/2 [==============================] - 0s 14ms/step >41, 498/693, d1=0.433, d2=0.337 g=5.038 2/2 [==============================] - 0s 14ms/step >41, 499/693, d1=0.363, d2=0.366 g=5.669 2/2 [==============================] - 0s 12ms/step >41, 500/693, d1=0.323, d2=0.274 g=6.995 2/2 [==============================] - 0s 14ms/step >41, 501/693, d1=0.563, d2=0.270 g=4.279 2/2 [==============================] - 0s 12ms/step >41, 502/693, d1=0.481, d2=0.447 g=7.000 2/2 [==============================] - 0s 12ms/step >41, 503/693, d1=0.303, d2=0.318 g=6.007 2/2 [==============================] - 0s 14ms/step >41, 504/693, d1=0.439, d2=0.230 g=4.546 2/2 [==============================] - 0s 13ms/step >41, 505/693, d1=0.303, d2=0.345 g=4.403 2/2 [==============================] - 0s 13ms/step >41, 506/693, d1=0.284, d2=0.378 g=3.977 2/2 [==============================] - 0s 15ms/step >41, 507/693, d1=0.375, d2=0.359 g=5.711 2/2 [==============================] - 0s 14ms/step >41, 508/693, d1=0.399, d2=0.348 g=5.906 2/2 [==============================] - 0s 14ms/step >41, 509/693, d1=0.396, d2=0.328 g=5.948 2/2 [==============================] - 0s 13ms/step >41, 510/693, d1=0.363, d2=0.285 g=5.335 2/2 [==============================] - 0s 11ms/step >41, 511/693, d1=0.537, d2=0.281 g=2.961 2/2 [==============================] - 0s 15ms/step >41, 512/693, d1=0.493, d2=0.375 g=4.705 2/2 [==============================] - 0s 15ms/step >41, 513/693, d1=0.382, d2=0.513 g=3.497 2/2 [==============================] - 0s 13ms/step >41, 514/693, d1=0.557, d2=0.276 g=4.154 2/2 [==============================] - 0s 13ms/step >41, 515/693, d1=0.359, d2=0.233 g=3.095 2/2 [==============================] - 0s 12ms/step >41, 516/693, d1=0.524, d2=0.384 g=4.178 2/2 [==============================] - 0s 15ms/step >41, 517/693, d1=0.645, d2=0.522 g=4.656 2/2 [==============================] - 0s 14ms/step >41, 518/693, d1=0.352, d2=0.246 g=6.187 2/2 [==============================] - 0s 14ms/step >41, 519/693, d1=0.333, d2=0.352 g=4.503 2/2 [==============================] - 0s 13ms/step >41, 520/693, d1=0.339, d2=0.416 g=4.588 2/2 [==============================] - 0s 13ms/step >41, 521/693, d1=0.474, d2=0.354 g=4.460 2/2 [==============================] - 0s 13ms/step >41, 522/693, d1=0.342, d2=0.264 g=5.276 2/2 [==============================] - 0s 14ms/step >41, 523/693, d1=0.284, d2=0.382 g=5.770 2/2 [==============================] - 0s 14ms/step >41, 524/693, d1=0.506, d2=0.290 g=4.275 2/2 [==============================] - 0s 16ms/step >41, 525/693, d1=0.384, d2=0.403 g=4.407 2/2 [==============================] - 0s 15ms/step >41, 526/693, d1=0.373, d2=0.244 g=4.251 2/2 [==============================] - 0s 12ms/step >41, 527/693, d1=0.483, d2=0.300 g=5.913 2/2 [==============================] - 0s 14ms/step >41, 528/693, d1=0.407, d2=0.444 g=3.239 2/2 [==============================] - 0s 13ms/step >41, 529/693, d1=0.317, d2=0.290 g=4.355 2/2 [==============================] - 0s 13ms/step >41, 530/693, d1=0.384, d2=0.373 g=2.318 2/2 [==============================] - 0s 13ms/step >41, 531/693, d1=0.480, d2=0.424 g=5.003 2/2 [==============================] - 0s 14ms/step >41, 532/693, d1=0.242, d2=0.284 g=4.727 2/2 [==============================] - 0s 12ms/step >41, 533/693, d1=0.469, d2=0.319 g=4.222 2/2 [==============================] - 0s 13ms/step >41, 534/693, d1=0.363, d2=0.291 g=3.752 2/2 [==============================] - 0s 14ms/step >41, 535/693, d1=0.438, d2=0.435 g=3.937 2/2 [==============================] - 0s 14ms/step >41, 536/693, d1=0.383, d2=0.263 g=3.364 2/2 [==============================] - 0s 12ms/step >41, 537/693, d1=0.393, d2=0.357 g=3.360 2/2 [==============================] - 0s 14ms/step >41, 538/693, d1=0.334, d2=0.281 g=3.416 2/2 [==============================] - 0s 14ms/step >41, 539/693, d1=0.343, d2=0.262 g=4.418 2/2 [==============================] - 0s 12ms/step >41, 540/693, d1=0.549, d2=0.372 g=3.952 2/2 [==============================] - 0s 14ms/step >41, 541/693, d1=0.484, d2=0.474 g=3.898 2/2 [==============================] - 0s 11ms/step >41, 542/693, d1=0.377, d2=0.267 g=3.438 2/2 [==============================] - 0s 12ms/step >41, 543/693, d1=0.367, d2=0.386 g=3.406 2/2 [==============================] - 0s 14ms/step >41, 544/693, d1=0.461, d2=0.308 g=4.186 2/2 [==============================] - 0s 12ms/step >41, 545/693, d1=0.452, d2=0.237 g=5.021 2/2 [==============================] - 0s 13ms/step >41, 546/693, d1=0.355, d2=0.517 g=4.574 2/2 [==============================] - 0s 13ms/step >41, 547/693, d1=0.489, d2=0.488 g=2.666 2/2 [==============================] - 0s 14ms/step >41, 548/693, d1=0.593, d2=0.292 g=4.876 2/2 [==============================] - 0s 12ms/step >41, 549/693, d1=0.247, d2=0.365 g=5.237 2/2 [==============================] - 0s 14ms/step >41, 550/693, d1=0.385, d2=0.317 g=4.818 2/2 [==============================] - 0s 14ms/step >41, 551/693, d1=0.456, d2=0.336 g=4.318 2/2 [==============================] - 0s 13ms/step >41, 552/693, d1=0.413, d2=0.348 g=2.744 2/2 [==============================] - 0s 14ms/step >41, 553/693, d1=0.353, d2=0.382 g=4.663 2/2 [==============================] - 0s 13ms/step >41, 554/693, d1=0.542, d2=0.345 g=4.716 2/2 [==============================] - 0s 13ms/step >41, 555/693, d1=0.471, d2=0.327 g=3.673 2/2 [==============================] - 0s 13ms/step >41, 556/693, d1=0.317, d2=0.240 g=4.149 2/2 [==============================] - 0s 13ms/step >41, 557/693, d1=0.368, d2=0.305 g=3.628 2/2 [==============================] - 0s 27ms/step >41, 558/693, d1=0.405, d2=0.303 g=3.614 2/2 [==============================] - 0s 14ms/step >41, 559/693, d1=0.496, d2=0.379 g=2.394 2/2 [==============================] - 0s 12ms/step >41, 560/693, d1=0.319, d2=0.396 g=4.635 2/2 [==============================] - 0s 14ms/step >41, 561/693, d1=0.340, d2=0.305 g=4.003 2/2 [==============================] - 0s 14ms/step >41, 562/693, d1=0.434, d2=0.365 g=3.459 2/2 [==============================] - 0s 12ms/step >41, 563/693, d1=0.439, d2=0.277 g=4.142 2/2 [==============================] - 0s 15ms/step >41, 564/693, d1=0.411, d2=0.400 g=4.179 2/2 [==============================] - 0s 13ms/step >41, 565/693, d1=0.293, d2=0.378 g=4.657 2/2 [==============================] - 0s 16ms/step >41, 566/693, d1=0.537, d2=0.302 g=4.979 2/2 [==============================] - 0s 12ms/step >41, 567/693, d1=0.417, d2=0.415 g=4.940 2/2 [==============================] - 0s 13ms/step >41, 568/693, d1=0.311, d2=0.545 g=5.106 2/2 [==============================] - 0s 13ms/step >41, 569/693, d1=0.399, d2=0.366 g=4.232 2/2 [==============================] - 0s 15ms/step >41, 570/693, d1=0.636, d2=0.401 g=3.265 2/2 [==============================] - 0s 13ms/step >41, 571/693, d1=0.324, d2=0.364 g=4.359 2/2 [==============================] - 0s 13ms/step >41, 572/693, d1=0.513, d2=0.293 g=4.155 2/2 [==============================] - 0s 14ms/step >41, 573/693, d1=0.474, d2=0.275 g=3.762 2/2 [==============================] - 0s 14ms/step >41, 574/693, d1=0.436, d2=0.352 g=5.489 2/2 [==============================] - 0s 13ms/step >41, 575/693, d1=0.229, d2=0.265 g=5.675 2/2 [==============================] - 0s 15ms/step >41, 576/693, d1=0.372, d2=0.376 g=4.740 2/2 [==============================] - 0s 13ms/step >41, 577/693, d1=0.438, d2=0.403 g=2.180 2/2 [==============================] - 0s 15ms/step >41, 578/693, d1=0.481, d2=0.412 g=2.948 2/2 [==============================] - 0s 13ms/step >41, 579/693, d1=0.348, d2=0.388 g=3.736 2/2 [==============================] - 0s 12ms/step >41, 580/693, d1=0.501, d2=0.415 g=5.978 2/2 [==============================] - 0s 14ms/step >41, 581/693, d1=0.412, d2=0.390 g=2.345 2/2 [==============================] - 0s 14ms/step >41, 582/693, d1=0.532, d2=0.299 g=3.509 2/2 [==============================] - 0s 13ms/step >41, 583/693, d1=0.303, d2=0.346 g=4.191 2/2 [==============================] - 0s 13ms/step >41, 584/693, d1=0.411, d2=0.307 g=4.699 2/2 [==============================] - 0s 14ms/step >41, 585/693, d1=0.331, d2=0.393 g=3.948 2/2 [==============================] - 0s 13ms/step >41, 586/693, d1=0.382, d2=0.279 g=3.891 2/2 [==============================] - 0s 13ms/step >41, 587/693, d1=0.506, d2=0.385 g=3.903 2/2 [==============================] - 0s 13ms/step >41, 588/693, d1=0.346, d2=0.339 g=3.697 2/2 [==============================] - 0s 13ms/step >41, 589/693, d1=0.455, d2=0.493 g=7.220 2/2 [==============================] - 0s 14ms/step >41, 590/693, d1=0.515, d2=0.350 g=3.687 2/2 [==============================] - 0s 14ms/step >41, 591/693, d1=0.379, d2=0.302 g=3.525 2/2 [==============================] - 0s 13ms/step >41, 592/693, d1=0.351, d2=0.326 g=2.673 2/2 [==============================] - 0s 12ms/step >41, 593/693, d1=0.397, d2=0.306 g=4.821 2/2 [==============================] - 0s 12ms/step >41, 594/693, d1=0.266, d2=0.370 g=3.439 2/2 [==============================] - 0s 12ms/step >41, 595/693, d1=0.409, d2=0.343 g=3.283 2/2 [==============================] - 0s 14ms/step >41, 596/693, d1=0.483, d2=0.361 g=5.194 2/2 [==============================] - 0s 14ms/step >41, 597/693, d1=0.441, d2=0.322 g=5.173 2/2 [==============================] - 0s 13ms/step >41, 598/693, d1=0.245, d2=0.372 g=4.393 2/2 [==============================] - 0s 14ms/step >41, 599/693, d1=0.483, d2=0.290 g=3.331 2/2 [==============================] - 0s 15ms/step >41, 600/693, d1=0.404, d2=0.410 g=4.398 2/2 [==============================] - 0s 14ms/step >41, 601/693, d1=0.365, d2=0.470 g=4.904 2/2 [==============================] - 0s 13ms/step >41, 602/693, d1=0.393, d2=0.259 g=4.407 2/2 [==============================] - 0s 14ms/step >41, 603/693, d1=0.556, d2=0.244 g=3.246 2/2 [==============================] - 0s 13ms/step >41, 604/693, d1=0.347, d2=0.337 g=5.223 2/2 [==============================] - 0s 13ms/step >41, 605/693, d1=0.298, d2=0.383 g=4.941 2/2 [==============================] - 0s 13ms/step >41, 606/693, d1=0.589, d2=0.331 g=5.263 2/2 [==============================] - 0s 13ms/step >41, 607/693, d1=0.494, d2=0.494 g=3.176 2/2 [==============================] - 0s 13ms/step >41, 608/693, d1=0.489, d2=0.371 g=5.537 2/2 [==============================] - 0s 15ms/step >41, 609/693, d1=0.554, d2=0.261 g=2.664 2/2 [==============================] - 0s 12ms/step >41, 610/693, d1=0.289, d2=0.354 g=3.005 2/2 [==============================] - 0s 15ms/step >41, 611/693, d1=0.425, d2=0.255 g=2.898 2/2 [==============================] - 0s 12ms/step >41, 612/693, d1=0.329, d2=0.518 g=3.535 2/2 [==============================] - 0s 13ms/step >41, 613/693, d1=0.390, d2=0.279 g=3.170 2/2 [==============================] - 0s 12ms/step >41, 614/693, d1=0.396, d2=0.326 g=2.639 2/2 [==============================] - 0s 14ms/step >41, 615/693, d1=0.374, d2=0.279 g=2.623 2/2 [==============================] - 0s 13ms/step >41, 616/693, d1=0.368, d2=0.392 g=4.329 2/2 [==============================] - 0s 14ms/step >41, 617/693, d1=0.500, d2=0.355 g=4.863 2/2 [==============================] - 0s 13ms/step >41, 618/693, d1=0.393, d2=0.295 g=4.751 2/2 [==============================] - 0s 13ms/step >41, 619/693, d1=0.476, d2=0.327 g=4.065 2/2 [==============================] - 0s 13ms/step >41, 620/693, d1=0.391, d2=0.299 g=3.059 2/2 [==============================] - 0s 14ms/step >41, 621/693, d1=0.343, d2=0.345 g=4.692 2/2 [==============================] - 0s 12ms/step >41, 622/693, d1=0.429, d2=0.278 g=3.912 2/2 [==============================] - 0s 11ms/step >41, 623/693, d1=0.399, d2=0.302 g=3.642 2/2 [==============================] - 0s 14ms/step >41, 624/693, d1=0.422, d2=0.349 g=3.744 2/2 [==============================] - 0s 14ms/step >41, 625/693, d1=0.305, d2=0.301 g=5.519 2/2 [==============================] - 0s 15ms/step >41, 626/693, d1=0.377, d2=0.428 g=3.904 2/2 [==============================] - 0s 14ms/step >41, 627/693, d1=0.345, d2=0.263 g=3.354 2/2 [==============================] - 0s 13ms/step >41, 628/693, d1=0.430, d2=0.340 g=2.935 2/2 [==============================] - 0s 13ms/step >41, 629/693, d1=0.487, d2=0.280 g=3.389 2/2 [==============================] - 0s 15ms/step >41, 630/693, d1=0.301, d2=0.316 g=5.304 2/2 [==============================] - 0s 13ms/step >41, 631/693, d1=0.345, d2=0.389 g=4.055 2/2 [==============================] - 0s 15ms/step >41, 632/693, d1=0.365, d2=0.455 g=3.936 2/2 [==============================] - 0s 13ms/step >41, 633/693, d1=0.291, d2=0.392 g=3.462 2/2 [==============================] - 0s 14ms/step >41, 634/693, d1=0.580, d2=0.288 g=3.300 2/2 [==============================] - 0s 13ms/step >41, 635/693, d1=0.599, d2=0.263 g=4.196 2/2 [==============================] - 0s 14ms/step >41, 636/693, d1=0.345, d2=0.333 g=3.003 2/2 [==============================] - 0s 12ms/step >41, 637/693, d1=0.334, d2=0.365 g=3.378 2/2 [==============================] - 0s 14ms/step >41, 638/693, d1=0.444, d2=0.337 g=3.360 2/2 [==============================] - 0s 13ms/step >41, 639/693, d1=0.468, d2=0.495 g=4.737 2/2 [==============================] - 0s 16ms/step >41, 640/693, d1=0.481, d2=0.273 g=3.925 2/2 [==============================] - 0s 16ms/step >41, 641/693, d1=0.488, d2=0.294 g=3.092 2/2 [==============================] - 0s 14ms/step >41, 642/693, d1=0.415, d2=0.360 g=3.144 2/2 [==============================] - 0s 13ms/step >41, 643/693, d1=0.440, d2=0.485 g=3.863 2/2 [==============================] - 0s 15ms/step >41, 644/693, d1=0.453, d2=0.275 g=3.236 2/2 [==============================] - 0s 13ms/step >41, 645/693, d1=0.359, d2=0.386 g=4.284 2/2 [==============================] - 0s 13ms/step >41, 646/693, d1=0.377, d2=0.312 g=3.958 2/2 [==============================] - 0s 13ms/step >41, 647/693, d1=0.410, d2=0.336 g=3.126 2/2 [==============================] - 0s 15ms/step >41, 648/693, d1=0.663, d2=0.327 g=3.644 2/2 [==============================] - 0s 14ms/step >41, 649/693, d1=0.337, d2=0.319 g=3.023 2/2 [==============================] - 0s 13ms/step >41, 650/693, d1=0.406, d2=0.370 g=2.647 2/2 [==============================] - 0s 12ms/step >41, 651/693, d1=0.310, d2=0.465 g=3.716 2/2 [==============================] - 0s 12ms/step >41, 652/693, d1=0.447, d2=0.266 g=3.086 2/2 [==============================] - 0s 12ms/step >41, 653/693, d1=0.400, d2=0.325 g=2.197 2/2 [==============================] - 0s 14ms/step >41, 654/693, d1=0.379, d2=0.357 g=4.209 2/2 [==============================] - 0s 13ms/step >41, 655/693, d1=0.516, d2=0.352 g=3.774 2/2 [==============================] - 0s 11ms/step >41, 656/693, d1=0.450, d2=0.516 g=4.787 2/2 [==============================] - 0s 13ms/step >41, 657/693, d1=0.348, d2=0.260 g=3.548 2/2 [==============================] - 0s 12ms/step >41, 658/693, d1=0.313, d2=0.269 g=3.872 2/2 [==============================] - 0s 13ms/step >41, 659/693, d1=0.448, d2=0.377 g=3.514 2/2 [==============================] - 0s 13ms/step >41, 660/693, d1=0.324, d2=0.432 g=2.470 2/2 [==============================] - 0s 13ms/step >41, 661/693, d1=0.394, d2=0.288 g=4.827 2/2 [==============================] - 0s 12ms/step >41, 662/693, d1=0.452, d2=0.335 g=3.391 2/2 [==============================] - 0s 12ms/step >41, 663/693, d1=0.388, d2=0.372 g=4.081 2/2 [==============================] - 0s 13ms/step >41, 664/693, d1=0.399, d2=0.288 g=4.098 2/2 [==============================] - 0s 13ms/step >41, 665/693, d1=0.240, d2=0.393 g=4.596 2/2 [==============================] - 0s 14ms/step >41, 666/693, d1=0.344, d2=0.234 g=4.593 2/2 [==============================] - 0s 12ms/step >41, 667/693, d1=0.490, d2=0.284 g=2.694 2/2 [==============================] - 0s 13ms/step >41, 668/693, d1=0.282, d2=0.300 g=4.412 2/2 [==============================] - 0s 13ms/step >41, 669/693, d1=0.423, d2=0.441 g=4.647 2/2 [==============================] - 0s 15ms/step >41, 670/693, d1=0.379, d2=0.262 g=3.803 2/2 [==============================] - 0s 14ms/step >41, 671/693, d1=0.380, d2=0.420 g=5.342 2/2 [==============================] - 0s 12ms/step >41, 672/693, d1=0.384, d2=0.431 g=3.719 2/2 [==============================] - 0s 14ms/step >41, 673/693, d1=0.562, d2=0.237 g=3.399 2/2 [==============================] - 0s 14ms/step >41, 674/693, d1=0.399, d2=0.259 g=4.189 2/2 [==============================] - 0s 13ms/step >41, 675/693, d1=0.386, d2=0.283 g=2.005 2/2 [==============================] - 0s 14ms/step >41, 676/693, d1=0.287, d2=0.498 g=3.626 2/2 [==============================] - 0s 26ms/step >41, 677/693, d1=0.349, d2=0.403 g=3.216 2/2 [==============================] - 0s 13ms/step >41, 678/693, d1=0.456, d2=0.180 g=3.691 2/2 [==============================] - 0s 13ms/step >41, 679/693, d1=0.550, d2=0.282 g=3.597 2/2 [==============================] - 0s 13ms/step >41, 680/693, d1=0.259, d2=0.359 g=4.214 2/2 [==============================] - 0s 13ms/step >41, 681/693, d1=0.487, d2=0.390 g=4.716 2/2 [==============================] - 0s 13ms/step >41, 682/693, d1=0.503, d2=0.318 g=2.485 2/2 [==============================] - 0s 12ms/step >41, 683/693, d1=0.376, d2=0.340 g=3.354 2/2 [==============================] - 0s 14ms/step >41, 684/693, d1=0.343, d2=0.395 g=3.372 2/2 [==============================] - 0s 14ms/step >41, 685/693, d1=0.321, d2=0.356 g=3.459 2/2 [==============================] - 0s 14ms/step >41, 686/693, d1=0.502, d2=0.403 g=4.456 2/2 [==============================] - 0s 15ms/step >41, 687/693, d1=0.429, d2=0.418 g=3.393 2/2 [==============================] - 0s 15ms/step >41, 688/693, d1=0.421, d2=0.248 g=3.744 2/2 [==============================] - 0s 12ms/step >41, 689/693, d1=0.435, d2=0.363 g=3.874 2/2 [==============================] - 0s 13ms/step >41, 690/693, d1=0.539, d2=0.367 g=3.020 2/2 [==============================] - 0s 13ms/step >41, 691/693, d1=0.369, d2=0.363 g=3.437 2/2 [==============================] - 0s 13ms/step >41, 692/693, d1=0.398, d2=0.242 g=3.996 2/2 [==============================] - 0s 13ms/step >41, 693/693, d1=0.380, d2=0.509 g=2.794 2/2 [==============================] - 0s 14ms/step >42, 1/693, d1=0.326, d2=0.359 g=4.903 2/2 [==============================] - 0s 14ms/step >42, 2/693, d1=0.552, d2=0.232 g=3.617 2/2 [==============================] - 0s 14ms/step >42, 3/693, d1=0.389, d2=0.322 g=3.359 2/2 [==============================] - 0s 12ms/step >42, 4/693, d1=0.384, d2=0.282 g=3.752 2/2 [==============================] - 0s 13ms/step >42, 5/693, d1=0.487, d2=0.405 g=3.871 2/2 [==============================] - 0s 13ms/step >42, 6/693, d1=0.377, d2=0.428 g=4.234 2/2 [==============================] - 0s 13ms/step >42, 7/693, d1=0.426, d2=0.321 g=3.555 2/2 [==============================] - 0s 15ms/step >42, 8/693, d1=0.519, d2=0.378 g=3.033 2/2 [==============================] - 0s 14ms/step >42, 9/693, d1=0.396, d2=0.328 g=3.679 2/2 [==============================] - 0s 14ms/step >42, 10/693, d1=0.410, d2=0.243 g=3.190 2/2 [==============================] - 0s 13ms/step >42, 11/693, d1=0.381, d2=0.353 g=3.597 2/2 [==============================] - 0s 12ms/step >42, 12/693, d1=0.322, d2=0.466 g=4.514 2/2 [==============================] - 0s 13ms/step >42, 13/693, d1=0.413, d2=0.263 g=2.907 2/2 [==============================] - 0s 13ms/step >42, 14/693, d1=0.354, d2=0.334 g=5.216 2/2 [==============================] - 0s 14ms/step >42, 15/693, d1=0.397, d2=0.293 g=5.173 2/2 [==============================] - 0s 12ms/step >42, 16/693, d1=0.427, d2=0.277 g=3.153 2/2 [==============================] - 0s 12ms/step >42, 17/693, d1=0.461, d2=0.445 g=3.318 2/2 [==============================] - 0s 13ms/step >42, 18/693, d1=0.318, d2=0.278 g=5.509 2/2 [==============================] - 0s 13ms/step >42, 19/693, d1=0.405, d2=0.314 g=3.898 2/2 [==============================] - 0s 14ms/step >42, 20/693, d1=0.342, d2=0.334 g=2.749 2/2 [==============================] - 0s 13ms/step >42, 21/693, d1=0.328, d2=0.327 g=5.190 2/2 [==============================] - 0s 14ms/step >42, 22/693, d1=0.489, d2=0.303 g=4.830 2/2 [==============================] - 0s 14ms/step >42, 23/693, d1=0.467, d2=0.304 g=2.958 2/2 [==============================] - 0s 12ms/step >42, 24/693, d1=0.454, d2=0.449 g=3.694 2/2 [==============================] - 0s 14ms/step >42, 25/693, d1=0.425, d2=0.387 g=3.745 2/2 [==============================] - 0s 14ms/step >42, 26/693, d1=0.387, d2=0.324 g=4.030 2/2 [==============================] - 0s 13ms/step >42, 27/693, d1=0.416, d2=0.333 g=3.043 2/2 [==============================] - 0s 13ms/step >42, 28/693, d1=0.594, d2=0.322 g=2.786 2/2 [==============================] - 0s 13ms/step >42, 29/693, d1=0.330, d2=0.257 g=4.085 2/2 [==============================] - 0s 18ms/step >42, 30/693, d1=0.325, d2=0.299 g=4.177 2/2 [==============================] - 0s 12ms/step >42, 31/693, d1=0.455, d2=0.310 g=4.679 2/2 [==============================] - 0s 13ms/step >42, 32/693, d1=0.293, d2=0.399 g=3.849 2/2 [==============================] - 0s 12ms/step >42, 33/693, d1=0.435, d2=0.349 g=2.748 2/2 [==============================] - 0s 13ms/step >42, 34/693, d1=0.352, d2=0.277 g=3.471 2/2 [==============================] - 0s 11ms/step >42, 35/693, d1=0.451, d2=0.230 g=3.083 2/2 [==============================] - 0s 13ms/step >42, 36/693, d1=0.259, d2=0.344 g=3.447 2/2 [==============================] - 0s 12ms/step >42, 37/693, d1=0.355, d2=0.370 g=3.345 2/2 [==============================] - 0s 13ms/step >42, 38/693, d1=0.463, d2=0.312 g=2.407 2/2 [==============================] - 0s 13ms/step >42, 39/693, d1=0.357, d2=0.232 g=3.800 2/2 [==============================] - 0s 14ms/step >42, 40/693, d1=0.285, d2=0.304 g=2.644 2/2 [==============================] - 0s 12ms/step >42, 41/693, d1=0.431, d2=0.492 g=3.711 2/2 [==============================] - 0s 11ms/step >42, 42/693, d1=0.487, d2=0.376 g=4.057 2/2 [==============================] - 0s 13ms/step >42, 43/693, d1=0.513, d2=0.387 g=3.358 2/2 [==============================] - 0s 13ms/step >42, 44/693, d1=0.491, d2=0.351 g=4.329 2/2 [==============================] - 0s 12ms/step >42, 45/693, d1=0.413, d2=0.338 g=4.812 2/2 [==============================] - 0s 15ms/step >42, 46/693, d1=0.367, d2=0.391 g=3.974 2/2 [==============================] - 0s 15ms/step >42, 47/693, d1=0.338, d2=0.321 g=4.445 2/2 [==============================] - 0s 12ms/step >42, 48/693, d1=0.437, d2=0.406 g=3.113 2/2 [==============================] - 0s 13ms/step >42, 49/693, d1=0.454, d2=0.312 g=3.920 2/2 [==============================] - 0s 15ms/step >42, 50/693, d1=0.509, d2=0.322 g=2.541 2/2 [==============================] - 0s 14ms/step >42, 51/693, d1=0.276, d2=0.403 g=4.255 2/2 [==============================] - 0s 14ms/step >42, 52/693, d1=0.408, d2=0.322 g=4.531 2/2 [==============================] - 0s 13ms/step >42, 53/693, d1=0.329, d2=0.346 g=3.476 2/2 [==============================] - 0s 13ms/step >42, 54/693, d1=0.391, d2=0.326 g=4.065 2/2 [==============================] - 0s 13ms/step >42, 55/693, d1=0.464, d2=0.301 g=4.269 2/2 [==============================] - 0s 12ms/step >42, 56/693, d1=0.520, d2=0.501 g=4.106 2/2 [==============================] - 0s 17ms/step >42, 57/693, d1=0.365, d2=0.276 g=5.306 2/2 [==============================] - 0s 14ms/step >42, 58/693, d1=0.317, d2=0.300 g=3.012 2/2 [==============================] - 0s 14ms/step >42, 59/693, d1=0.412, d2=0.336 g=2.937 2/2 [==============================] - 0s 13ms/step >42, 60/693, d1=0.433, d2=0.413 g=3.706 2/2 [==============================] - 0s 15ms/step >42, 61/693, d1=0.457, d2=0.386 g=3.336 2/2 [==============================] - 0s 10ms/step >42, 62/693, d1=0.348, d2=0.349 g=3.038 2/2 [==============================] - 0s 13ms/step >42, 63/693, d1=0.482, d2=0.344 g=4.745 2/2 [==============================] - 0s 14ms/step >42, 64/693, d1=0.421, d2=0.262 g=4.238 2/2 [==============================] - 0s 13ms/step >42, 65/693, d1=0.430, d2=0.473 g=4.132 2/2 [==============================] - 0s 26ms/step >42, 66/693, d1=0.395, d2=0.217 g=2.720 2/2 [==============================] - 0s 13ms/step >42, 67/693, d1=0.321, d2=0.391 g=2.768 2/2 [==============================] - 0s 14ms/step >42, 68/693, d1=0.390, d2=0.526 g=4.307 2/2 [==============================] - 0s 14ms/step >42, 69/693, d1=0.443, d2=0.224 g=2.704 2/2 [==============================] - 0s 13ms/step >42, 70/693, d1=0.449, d2=0.267 g=3.513 2/2 [==============================] - 0s 13ms/step >42, 71/693, d1=0.441, d2=0.436 g=4.360 2/2 [==============================] - 0s 13ms/step >42, 72/693, d1=0.411, d2=0.401 g=3.034 2/2 [==============================] - 0s 13ms/step >42, 73/693, d1=0.360, d2=0.311 g=3.497 2/2 [==============================] - 0s 12ms/step >42, 74/693, d1=0.510, d2=0.404 g=2.493 2/2 [==============================] - 0s 14ms/step >42, 75/693, d1=0.392, d2=0.351 g=3.652 2/2 [==============================] - 0s 15ms/step >42, 76/693, d1=0.311, d2=0.294 g=3.341 2/2 [==============================] - 0s 15ms/step >42, 77/693, d1=0.378, d2=0.357 g=3.202 2/2 [==============================] - 0s 13ms/step >42, 78/693, d1=0.481, d2=0.362 g=3.786 2/2 [==============================] - 0s 14ms/step >42, 79/693, d1=0.320, d2=0.407 g=3.572 2/2 [==============================] - 0s 13ms/step >42, 80/693, d1=0.217, d2=0.313 g=2.972 2/2 [==============================] - 0s 14ms/step >42, 81/693, d1=0.459, d2=0.296 g=4.842 2/2 [==============================] - 0s 13ms/step >42, 82/693, d1=0.439, d2=0.196 g=3.800 2/2 [==============================] - 0s 13ms/step >42, 83/693, d1=0.357, d2=0.474 g=3.175 2/2 [==============================] - 0s 12ms/step >42, 84/693, d1=0.332, d2=0.327 g=3.105 2/2 [==============================] - 0s 13ms/step >42, 85/693, d1=0.565, d2=0.251 g=3.188 2/2 [==============================] - 0s 12ms/step >42, 86/693, d1=0.416, d2=0.429 g=3.316 2/2 [==============================] - 0s 14ms/step >42, 87/693, d1=0.562, d2=0.361 g=3.634 2/2 [==============================] - 0s 13ms/step >42, 88/693, d1=0.404, d2=0.296 g=3.172 2/2 [==============================] - 0s 12ms/step >42, 89/693, d1=0.347, d2=0.409 g=2.645 2/2 [==============================] - 0s 14ms/step >42, 90/693, d1=0.420, d2=0.382 g=4.387 2/2 [==============================] - 0s 14ms/step >42, 91/693, d1=0.370, d2=0.349 g=3.882 2/2 [==============================] - 0s 14ms/step >42, 92/693, d1=0.346, d2=0.425 g=5.032 2/2 [==============================] - 0s 13ms/step >42, 93/693, d1=0.492, d2=0.342 g=2.527 2/2 [==============================] - 0s 13ms/step >42, 94/693, d1=0.529, d2=0.429 g=4.230 2/2 [==============================] - 0s 13ms/step >42, 95/693, d1=0.330, d2=0.290 g=3.905 2/2 [==============================] - 0s 14ms/step >42, 96/693, d1=0.321, d2=0.366 g=3.296 2/2 [==============================] - 0s 13ms/step >42, 97/693, d1=0.564, d2=0.301 g=4.624 2/2 [==============================] - 0s 14ms/step >42, 98/693, d1=0.456, d2=0.338 g=4.346 2/2 [==============================] - 0s 13ms/step >42, 99/693, d1=0.255, d2=0.351 g=3.304 2/2 [==============================] - 0s 13ms/step >42, 100/693, d1=0.378, d2=0.361 g=3.540 2/2 [==============================] - 0s 13ms/step >42, 101/693, d1=0.429, d2=0.332 g=4.444 2/2 [==============================] - 0s 10ms/step >42, 102/693, d1=0.378, d2=0.255 g=4.388 2/2 [==============================] - 0s 14ms/step >42, 103/693, d1=0.483, d2=0.412 g=2.866 2/2 [==============================] - 0s 15ms/step >42, 104/693, d1=0.333, d2=0.388 g=2.774 2/2 [==============================] - 0s 13ms/step >42, 105/693, d1=0.418, d2=0.407 g=5.433 2/2 [==============================] - 0s 16ms/step >42, 106/693, d1=0.440, d2=0.363 g=4.616 2/2 [==============================] - 0s 14ms/step >42, 107/693, d1=0.345, d2=0.343 g=3.748 2/2 [==============================] - 0s 13ms/step >42, 108/693, d1=0.408, d2=0.259 g=3.605 2/2 [==============================] - 0s 13ms/step >42, 109/693, d1=0.388, d2=0.269 g=4.046 2/2 [==============================] - 0s 13ms/step >42, 110/693, d1=0.459, d2=0.295 g=2.164 2/2 [==============================] - 0s 13ms/step >42, 111/693, d1=0.316, d2=0.364 g=3.842 2/2 [==============================] - 0s 14ms/step >42, 112/693, d1=0.289, d2=0.316 g=4.810 2/2 [==============================] - 0s 13ms/step >42, 113/693, d1=0.411, d2=0.349 g=4.161 2/2 [==============================] - 0s 12ms/step >42, 114/693, d1=0.435, d2=0.345 g=4.119 2/2 [==============================] - 0s 13ms/step >42, 115/693, d1=0.427, d2=0.389 g=3.225 2/2 [==============================] - 0s 15ms/step >42, 116/693, d1=0.425, d2=0.420 g=3.310 2/2 [==============================] - 0s 13ms/step >42, 117/693, d1=0.537, d2=0.290 g=3.507 2/2 [==============================] - 0s 14ms/step >42, 118/693, d1=0.481, d2=0.275 g=3.045 2/2 [==============================] - 0s 11ms/step >42, 119/693, d1=0.398, d2=0.413 g=3.452 2/2 [==============================] - 0s 13ms/step >42, 120/693, d1=0.350, d2=0.347 g=3.889 2/2 [==============================] - 0s 13ms/step >42, 121/693, d1=0.532, d2=0.348 g=2.019 2/2 [==============================] - 0s 14ms/step >42, 122/693, d1=0.339, d2=0.363 g=5.076 2/2 [==============================] - 0s 12ms/step >42, 123/693, d1=0.356, d2=0.321 g=2.741 2/2 [==============================] - 0s 14ms/step >42, 124/693, d1=0.291, d2=0.358 g=4.413 2/2 [==============================] - 0s 12ms/step >42, 125/693, d1=0.491, d2=0.308 g=4.851 2/2 [==============================] - 0s 14ms/step >42, 126/693, d1=0.464, d2=0.382 g=4.733 2/2 [==============================] - 0s 13ms/step >42, 127/693, d1=0.434, d2=0.378 g=4.560 2/2 [==============================] - 0s 14ms/step >42, 128/693, d1=0.459, d2=0.211 g=3.755 2/2 [==============================] - 0s 12ms/step >42, 129/693, d1=0.407, d2=0.427 g=2.474 2/2 [==============================] - 0s 12ms/step >42, 130/693, d1=0.285, d2=0.376 g=2.958 2/2 [==============================] - 0s 13ms/step >42, 131/693, d1=0.502, d2=0.424 g=4.865 2/2 [==============================] - 0s 13ms/step >42, 132/693, d1=0.423, d2=0.414 g=4.373 2/2 [==============================] - 0s 14ms/step >42, 133/693, d1=0.386, d2=0.305 g=3.738 2/2 [==============================] - 0s 12ms/step >42, 134/693, d1=0.499, d2=0.384 g=2.359 2/2 [==============================] - 0s 14ms/step >42, 135/693, d1=0.560, d2=0.442 g=3.854 2/2 [==============================] - 0s 12ms/step >42, 136/693, d1=0.418, d2=0.311 g=3.308 2/2 [==============================] - 0s 13ms/step >42, 137/693, d1=0.487, d2=0.307 g=3.791 2/2 [==============================] - 0s 14ms/step >42, 138/693, d1=0.521, d2=0.385 g=3.627 2/2 [==============================] - 0s 12ms/step >42, 139/693, d1=0.275, d2=0.231 g=2.768 2/2 [==============================] - 0s 12ms/step >42, 140/693, d1=0.438, d2=0.358 g=4.406 2/2 [==============================] - 0s 13ms/step >42, 141/693, d1=0.347, d2=0.415 g=4.909 2/2 [==============================] - 0s 14ms/step >42, 142/693, d1=0.278, d2=0.376 g=3.910 2/2 [==============================] - 0s 14ms/step >42, 143/693, d1=0.575, d2=0.322 g=3.525 2/2 [==============================] - 0s 14ms/step >42, 144/693, d1=0.595, d2=0.545 g=2.691 2/2 [==============================] - 0s 13ms/step >42, 145/693, d1=0.339, d2=0.311 g=3.285 2/2 [==============================] - 0s 13ms/step >42, 146/693, d1=0.542, d2=0.406 g=2.478 2/2 [==============================] - 0s 14ms/step >42, 147/693, d1=0.329, d2=0.399 g=3.130 2/2 [==============================] - 0s 14ms/step >42, 148/693, d1=0.402, d2=0.255 g=3.522 2/2 [==============================] - 0s 12ms/step >42, 149/693, d1=0.305, d2=0.371 g=2.300 2/2 [==============================] - 0s 13ms/step >42, 150/693, d1=0.581, d2=0.332 g=3.620 2/2 [==============================] - 0s 12ms/step >42, 151/693, d1=0.509, d2=0.429 g=2.877 2/2 [==============================] - 0s 12ms/step >42, 152/693, d1=0.491, d2=0.336 g=2.837 2/2 [==============================] - 0s 12ms/step >42, 153/693, d1=0.417, d2=0.297 g=4.250 2/2 [==============================] - 0s 13ms/step >42, 154/693, d1=0.339, d2=0.316 g=2.949 2/2 [==============================] - 0s 12ms/step >42, 155/693, d1=0.435, d2=0.318 g=3.382 2/2 [==============================] - 0s 14ms/step >42, 156/693, d1=0.311, d2=0.277 g=3.566 2/2 [==============================] - 0s 13ms/step >42, 157/693, d1=0.400, d2=0.325 g=3.152 2/2 [==============================] - 0s 16ms/step >42, 158/693, d1=0.227, d2=0.337 g=2.245 2/2 [==============================] - 0s 13ms/step >42, 159/693, d1=0.338, d2=0.254 g=4.275 2/2 [==============================] - 0s 14ms/step >42, 160/693, d1=0.393, d2=0.281 g=3.705 2/2 [==============================] - 0s 13ms/step >42, 161/693, d1=0.419, d2=0.322 g=3.363 2/2 [==============================] - 0s 13ms/step >42, 162/693, d1=0.392, d2=0.361 g=3.671 2/2 [==============================] - 0s 14ms/step >42, 163/693, d1=0.433, d2=0.370 g=4.278 2/2 [==============================] - 0s 12ms/step >42, 164/693, d1=0.400, d2=0.363 g=3.268 2/2 [==============================] - 0s 14ms/step >42, 165/693, d1=0.545, d2=0.360 g=2.905 2/2 [==============================] - 0s 13ms/step >42, 166/693, d1=0.260, d2=0.352 g=3.182 2/2 [==============================] - 0s 16ms/step >42, 167/693, d1=0.414, d2=0.310 g=3.890 2/2 [==============================] - 0s 12ms/step >42, 168/693, d1=0.448, d2=0.357 g=3.410 2/2 [==============================] - 0s 15ms/step >42, 169/693, d1=0.379, d2=0.381 g=2.934 2/2 [==============================] - 0s 12ms/step >42, 170/693, d1=0.279, d2=0.333 g=4.189 2/2 [==============================] - 0s 15ms/step >42, 171/693, d1=0.470, d2=0.477 g=3.999 2/2 [==============================] - 0s 12ms/step >42, 172/693, d1=0.365, d2=0.286 g=2.705 2/2 [==============================] - 0s 13ms/step >42, 173/693, d1=0.327, d2=0.264 g=5.078 2/2 [==============================] - 0s 13ms/step >42, 174/693, d1=0.364, d2=0.362 g=3.574 2/2 [==============================] - 0s 14ms/step >42, 175/693, d1=0.560, d2=0.377 g=4.134 2/2 [==============================] - 0s 14ms/step >42, 176/693, d1=0.288, d2=0.307 g=3.956 2/2 [==============================] - 0s 13ms/step >42, 177/693, d1=0.560, d2=0.303 g=3.094 2/2 [==============================] - 0s 13ms/step >42, 178/693, d1=0.430, d2=0.330 g=3.369 2/2 [==============================] - 0s 13ms/step >42, 179/693, d1=0.293, d2=0.352 g=3.855 2/2 [==============================] - 0s 13ms/step >42, 180/693, d1=0.403, d2=0.407 g=3.022 2/2 [==============================] - 0s 13ms/step >42, 181/693, d1=0.376, d2=0.362 g=3.252 2/2 [==============================] - 0s 14ms/step >42, 182/693, d1=0.461, d2=0.353 g=4.062 2/2 [==============================] - 0s 12ms/step >42, 183/693, d1=0.429, d2=0.359 g=2.699 2/2 [==============================] - 0s 17ms/step >42, 184/693, d1=0.371, d2=0.254 g=3.293 2/2 [==============================] - 0s 13ms/step >42, 185/693, d1=0.346, d2=0.289 g=2.980 2/2 [==============================] - 0s 14ms/step >42, 186/693, d1=0.420, d2=0.391 g=4.372 2/2 [==============================] - 0s 13ms/step >42, 187/693, d1=0.237, d2=0.398 g=4.239 2/2 [==============================] - 0s 15ms/step >42, 188/693, d1=0.664, d2=0.276 g=4.527 2/2 [==============================] - 0s 12ms/step >42, 189/693, d1=0.311, d2=0.373 g=3.323 2/2 [==============================] - 0s 13ms/step >42, 190/693, d1=0.324, d2=0.349 g=4.120 2/2 [==============================] - 0s 14ms/step >42, 191/693, d1=0.440, d2=0.290 g=3.124 2/2 [==============================] - 0s 11ms/step >42, 192/693, d1=0.521, d2=0.269 g=3.520 2/2 [==============================] - 0s 14ms/step >42, 193/693, d1=0.312, d2=0.350 g=2.573 2/2 [==============================] - 0s 13ms/step >42, 194/693, d1=0.487, d2=0.355 g=2.569 2/2 [==============================] - 0s 14ms/step >42, 195/693, d1=0.401, d2=0.496 g=4.197 2/2 [==============================] - 0s 14ms/step >42, 196/693, d1=0.506, d2=0.328 g=3.429 2/2 [==============================] - 0s 14ms/step >42, 197/693, d1=0.425, d2=0.323 g=4.668 2/2 [==============================] - 0s 13ms/step >42, 198/693, d1=0.277, d2=0.465 g=4.184 2/2 [==============================] - 0s 12ms/step >42, 199/693, d1=0.389, d2=0.309 g=3.477 2/2 [==============================] - 0s 13ms/step >42, 200/693, d1=0.491, d2=0.426 g=4.326 2/2 [==============================] - 0s 13ms/step >42, 201/693, d1=0.674, d2=0.307 g=3.776 2/2 [==============================] - 0s 13ms/step >42, 202/693, d1=0.532, d2=0.366 g=4.129 2/2 [==============================] - 0s 12ms/step >42, 203/693, d1=0.447, d2=0.402 g=3.150 2/2 [==============================] - 0s 13ms/step >42, 204/693, d1=0.338, d2=0.329 g=4.318 2/2 [==============================] - 0s 13ms/step >42, 205/693, d1=0.376, d2=0.413 g=2.732 2/2 [==============================] - 0s 11ms/step >42, 206/693, d1=0.394, d2=0.348 g=3.869 2/2 [==============================] - 0s 13ms/step >42, 207/693, d1=0.374, d2=0.427 g=2.660 2/2 [==============================] - 0s 17ms/step >42, 208/693, d1=0.388, d2=0.409 g=4.260 2/2 [==============================] - 0s 14ms/step >42, 209/693, d1=0.340, d2=0.351 g=4.952 2/2 [==============================] - 0s 13ms/step >42, 210/693, d1=0.471, d2=0.307 g=4.129 2/2 [==============================] - 0s 19ms/step >42, 211/693, d1=0.347, d2=0.330 g=2.853 2/2 [==============================] - 0s 14ms/step >42, 212/693, d1=0.617, d2=0.305 g=3.238 2/2 [==============================] - 0s 13ms/step >42, 213/693, d1=0.323, d2=0.323 g=3.084 2/2 [==============================] - 0s 12ms/step >42, 214/693, d1=0.267, d2=0.348 g=4.689 2/2 [==============================] - 0s 14ms/step >42, 215/693, d1=0.362, d2=0.348 g=3.344 2/2 [==============================] - 0s 13ms/step >42, 216/693, d1=0.431, d2=0.372 g=5.127 2/2 [==============================] - 0s 14ms/step >42, 217/693, d1=0.480, d2=0.443 g=4.243 2/2 [==============================] - 0s 12ms/step >42, 218/693, d1=0.487, d2=0.466 g=3.529 2/2 [==============================] - 0s 13ms/step >42, 219/693, d1=0.437, d2=0.327 g=2.836 2/2 [==============================] - 0s 15ms/step >42, 220/693, d1=0.447, d2=0.350 g=3.775 2/2 [==============================] - 0s 13ms/step >42, 221/693, d1=0.459, d2=0.256 g=2.885 2/2 [==============================] - 0s 13ms/step >42, 222/693, d1=0.368, d2=0.348 g=3.262 2/2 [==============================] - 0s 14ms/step >42, 223/693, d1=0.489, d2=0.337 g=3.812 2/2 [==============================] - 0s 12ms/step >42, 224/693, d1=0.411, d2=0.393 g=3.990 2/2 [==============================] - 0s 13ms/step >42, 225/693, d1=0.453, d2=0.306 g=3.449 2/2 [==============================] - 0s 13ms/step >42, 226/693, d1=0.401, d2=0.458 g=3.813 2/2 [==============================] - 0s 13ms/step >42, 227/693, d1=0.454, d2=0.243 g=2.915 2/2 [==============================] - 0s 15ms/step >42, 228/693, d1=0.413, d2=0.399 g=3.743 2/2 [==============================] - 0s 14ms/step >42, 229/693, d1=0.279, d2=0.305 g=3.465 2/2 [==============================] - 0s 14ms/step >42, 230/693, d1=0.464, d2=0.338 g=2.865 2/2 [==============================] - 0s 11ms/step >42, 231/693, d1=0.403, d2=0.422 g=3.942 2/2 [==============================] - 0s 13ms/step >42, 232/693, d1=0.522, d2=0.294 g=3.123 2/2 [==============================] - 0s 13ms/step >42, 233/693, d1=0.452, d2=0.341 g=2.896 2/2 [==============================] - 0s 12ms/step >42, 234/693, d1=0.312, d2=0.348 g=2.476 2/2 [==============================] - 0s 13ms/step >42, 235/693, d1=0.375, d2=0.346 g=2.809 2/2 [==============================] - 0s 14ms/step >42, 236/693, d1=0.429, d2=0.400 g=3.234 2/2 [==============================] - 0s 14ms/step >42, 237/693, d1=0.433, d2=0.276 g=4.166 2/2 [==============================] - 0s 14ms/step >42, 238/693, d1=0.310, d2=0.390 g=4.108 2/2 [==============================] - 0s 14ms/step >42, 239/693, d1=0.523, d2=0.326 g=2.643 2/2 [==============================] - 0s 12ms/step >42, 240/693, d1=0.432, d2=0.301 g=3.339 2/2 [==============================] - 0s 13ms/step >42, 241/693, d1=0.270, d2=0.408 g=2.877 2/2 [==============================] - 0s 13ms/step >42, 242/693, d1=0.565, d2=0.398 g=2.999 2/2 [==============================] - 0s 13ms/step >42, 243/693, d1=0.385, d2=0.415 g=3.802 2/2 [==============================] - 0s 13ms/step >42, 244/693, d1=0.363, d2=0.325 g=3.346 2/2 [==============================] - 0s 13ms/step >42, 245/693, d1=0.354, d2=0.212 g=3.151 2/2 [==============================] - 0s 14ms/step >42, 246/693, d1=0.315, d2=0.343 g=3.531 2/2 [==============================] - 0s 12ms/step >42, 247/693, d1=0.370, d2=0.427 g=3.515 2/2 [==============================] - 0s 13ms/step >42, 248/693, d1=0.438, d2=0.274 g=3.295 2/2 [==============================] - 0s 12ms/step >42, 249/693, d1=0.535, d2=0.429 g=5.487 2/2 [==============================] - 0s 12ms/step >42, 250/693, d1=0.443, d2=0.385 g=2.713 2/2 [==============================] - 0s 13ms/step >42, 251/693, d1=0.559, d2=0.403 g=3.410 2/2 [==============================] - 0s 12ms/step >42, 252/693, d1=0.447, d2=0.353 g=3.870 2/2 [==============================] - 0s 13ms/step >42, 253/693, d1=0.368, d2=0.390 g=3.659 2/2 [==============================] - 0s 15ms/step >42, 254/693, d1=0.419, d2=0.294 g=3.097 2/2 [==============================] - 0s 14ms/step >42, 255/693, d1=0.363, d2=0.392 g=4.847 2/2 [==============================] - 0s 12ms/step >42, 256/693, d1=0.379, d2=0.271 g=3.369 2/2 [==============================] - 0s 12ms/step >42, 257/693, d1=0.388, d2=0.373 g=3.006 2/2 [==============================] - 0s 12ms/step >42, 258/693, d1=0.440, d2=0.299 g=4.538 2/2 [==============================] - 0s 12ms/step >42, 259/693, d1=0.366, d2=0.291 g=3.453 2/2 [==============================] - 0s 14ms/step >42, 260/693, d1=0.351, d2=0.355 g=2.999 2/2 [==============================] - 0s 15ms/step >42, 261/693, d1=0.402, d2=0.385 g=3.088 2/2 [==============================] - 0s 14ms/step >42, 262/693, d1=0.556, d2=0.548 g=4.799 2/2 [==============================] - 0s 13ms/step >42, 263/693, d1=0.477, d2=0.317 g=4.933 2/2 [==============================] - 0s 11ms/step >42, 264/693, d1=0.450, d2=0.256 g=2.404 2/2 [==============================] - 0s 13ms/step >42, 265/693, d1=0.376, d2=0.316 g=3.728 2/2 [==============================] - 0s 14ms/step >42, 266/693, d1=0.454, d2=0.346 g=2.113 2/2 [==============================] - 0s 14ms/step >42, 267/693, d1=0.398, d2=0.483 g=3.989 2/2 [==============================] - 0s 12ms/step >42, 268/693, d1=0.387, d2=0.353 g=3.920 2/2 [==============================] - 0s 14ms/step >42, 269/693, d1=0.629, d2=0.385 g=3.362 2/2 [==============================] - 0s 12ms/step >42, 270/693, d1=0.396, d2=0.329 g=3.799 2/2 [==============================] - 0s 14ms/step >42, 271/693, d1=0.382, d2=0.363 g=3.887 2/2 [==============================] - 0s 13ms/step >42, 272/693, d1=0.376, d2=0.409 g=2.739 2/2 [==============================] - 0s 13ms/step >42, 273/693, d1=0.403, d2=0.258 g=2.843 2/2 [==============================] - 0s 14ms/step >42, 274/693, d1=0.601, d2=0.391 g=3.651 2/2 [==============================] - 0s 13ms/step >42, 275/693, d1=0.366, d2=0.306 g=3.434 2/2 [==============================] - 0s 12ms/step >42, 276/693, d1=0.497, d2=0.360 g=3.909 2/2 [==============================] - 0s 13ms/step >42, 277/693, d1=0.440, d2=0.367 g=4.131 2/2 [==============================] - 0s 14ms/step >42, 278/693, d1=0.354, d2=0.450 g=3.069 2/2 [==============================] - 0s 14ms/step >42, 279/693, d1=0.432, d2=0.296 g=4.064 2/2 [==============================] - 0s 15ms/step >42, 280/693, d1=0.437, d2=0.402 g=2.554 2/2 [==============================] - 0s 11ms/step >42, 281/693, d1=0.478, d2=0.424 g=3.789 2/2 [==============================] - 0s 14ms/step >42, 282/693, d1=0.483, d2=0.380 g=3.102 2/2 [==============================] - 0s 12ms/step >42, 283/693, d1=0.528, d2=0.377 g=2.839 2/2 [==============================] - 0s 14ms/step >42, 284/693, d1=0.432, d2=0.562 g=2.849 2/2 [==============================] - 0s 13ms/step >42, 285/693, d1=0.450, d2=0.251 g=3.737 2/2 [==============================] - 0s 13ms/step >42, 286/693, d1=0.431, d2=0.250 g=3.813 2/2 [==============================] - 0s 14ms/step >42, 287/693, d1=0.427, d2=0.288 g=2.808 2/2 [==============================] - 0s 13ms/step >42, 288/693, d1=0.260, d2=0.381 g=4.351 2/2 [==============================] - 0s 16ms/step >42, 289/693, d1=0.431, d2=0.335 g=3.772 2/2 [==============================] - 0s 13ms/step >42, 290/693, d1=0.401, d2=0.392 g=2.003 2/2 [==============================] - 0s 13ms/step >42, 291/693, d1=0.302, d2=0.312 g=3.537 2/2 [==============================] - 0s 12ms/step >42, 292/693, d1=0.262, d2=0.252 g=3.835 2/2 [==============================] - 0s 14ms/step >42, 293/693, d1=0.409, d2=0.310 g=3.446 2/2 [==============================] - 0s 13ms/step >42, 294/693, d1=0.454, d2=0.408 g=3.804 2/2 [==============================] - 0s 12ms/step >42, 295/693, d1=0.350, d2=0.303 g=3.693 2/2 [==============================] - 0s 13ms/step >42, 296/693, d1=0.447, d2=0.289 g=3.848 2/2 [==============================] - 0s 14ms/step >42, 297/693, d1=0.369, d2=0.393 g=3.527 2/2 [==============================] - 0s 12ms/step >42, 298/693, d1=0.377, d2=0.257 g=3.995 2/2 [==============================] - 0s 14ms/step >42, 299/693, d1=0.528, d2=0.367 g=2.734 2/2 [==============================] - 0s 12ms/step >42, 300/693, d1=0.362, d2=0.390 g=3.575 2/2 [==============================] - 0s 13ms/step >42, 301/693, d1=0.369, d2=0.336 g=3.331 2/2 [==============================] - 0s 12ms/step >42, 302/693, d1=0.471, d2=0.327 g=3.043 2/2 [==============================] - 0s 14ms/step >42, 303/693, d1=0.421, d2=0.337 g=2.951 2/2 [==============================] - 0s 13ms/step >42, 304/693, d1=0.375, d2=0.261 g=4.357 2/2 [==============================] - 0s 15ms/step >42, 305/693, d1=0.368, d2=0.333 g=3.154 2/2 [==============================] - 0s 12ms/step >42, 306/693, d1=0.314, d2=0.315 g=2.583 2/2 [==============================] - 0s 14ms/step >42, 307/693, d1=0.446, d2=0.311 g=3.262 2/2 [==============================] - 0s 14ms/step >42, 308/693, d1=0.455, d2=0.406 g=3.869 2/2 [==============================] - 0s 13ms/step >42, 309/693, d1=0.436, d2=0.349 g=3.510 2/2 [==============================] - 0s 15ms/step >42, 310/693, d1=0.321, d2=0.432 g=4.912 2/2 [==============================] - 0s 12ms/step >42, 311/693, d1=0.404, d2=0.336 g=5.034 2/2 [==============================] - 0s 12ms/step >42, 312/693, d1=0.373, d2=0.276 g=4.220 2/2 [==============================] - 0s 13ms/step >42, 313/693, d1=0.449, d2=0.460 g=2.783 2/2 [==============================] - 0s 13ms/step >42, 314/693, d1=0.535, d2=0.329 g=3.337 2/2 [==============================] - 0s 13ms/step >42, 315/693, d1=0.332, d2=0.308 g=2.744 2/2 [==============================] - 0s 13ms/step >42, 316/693, d1=0.422, d2=0.252 g=3.131 2/2 [==============================] - 0s 13ms/step >42, 317/693, d1=0.310, d2=0.368 g=3.646 2/2 [==============================] - 0s 15ms/step >42, 318/693, d1=0.324, d2=0.433 g=4.595 2/2 [==============================] - 0s 15ms/step >42, 319/693, d1=0.479, d2=0.294 g=3.807 2/2 [==============================] - 0s 14ms/step >42, 320/693, d1=0.431, d2=0.311 g=3.916 2/2 [==============================] - 0s 12ms/step >42, 321/693, d1=0.334, d2=0.435 g=3.550 2/2 [==============================] - 0s 14ms/step >42, 322/693, d1=0.478, d2=0.336 g=3.747 2/2 [==============================] - 0s 13ms/step >42, 323/693, d1=0.442, d2=0.280 g=2.873 2/2 [==============================] - 0s 13ms/step >42, 324/693, d1=0.384, d2=0.356 g=3.941 2/2 [==============================] - 0s 12ms/step >42, 325/693, d1=0.330, d2=0.307 g=4.763 2/2 [==============================] - 0s 14ms/step >42, 326/693, d1=0.406, d2=0.338 g=3.917 2/2 [==============================] - 0s 12ms/step >42, 327/693, d1=0.392, d2=0.408 g=3.007 2/2 [==============================] - 0s 14ms/step >42, 328/693, d1=0.405, d2=0.330 g=4.162 2/2 [==============================] - 0s 12ms/step >42, 329/693, d1=0.413, d2=0.330 g=3.931 2/2 [==============================] - 0s 13ms/step >42, 330/693, d1=0.399, d2=0.398 g=2.892 2/2 [==============================] - 0s 13ms/step >42, 331/693, d1=0.404, d2=0.302 g=2.599 2/2 [==============================] - 0s 13ms/step >42, 332/693, d1=0.466, d2=0.262 g=2.509 2/2 [==============================] - 0s 13ms/step >42, 333/693, d1=0.405, d2=0.402 g=2.968 2/2 [==============================] - 0s 12ms/step >42, 334/693, d1=0.304, d2=0.300 g=3.569 2/2 [==============================] - 0s 13ms/step >42, 335/693, d1=0.469, d2=0.307 g=3.000 2/2 [==============================] - 0s 13ms/step >42, 336/693, d1=0.509, d2=0.358 g=2.721 2/2 [==============================] - 0s 12ms/step >42, 337/693, d1=0.412, d2=0.382 g=3.305 2/2 [==============================] - 0s 14ms/step >42, 338/693, d1=0.277, d2=0.366 g=3.745 2/2 [==============================] - 0s 12ms/step >42, 339/693, d1=0.592, d2=0.474 g=4.398 2/2 [==============================] - 0s 13ms/step >42, 340/693, d1=0.342, d2=0.393 g=3.706 2/2 [==============================] - 0s 13ms/step >42, 341/693, d1=0.510, d2=0.319 g=4.685 2/2 [==============================] - 0s 13ms/step >42, 342/693, d1=0.543, d2=0.346 g=3.371 2/2 [==============================] - 0s 14ms/step >42, 343/693, d1=0.268, d2=0.348 g=2.837 2/2 [==============================] - 0s 14ms/step >42, 344/693, d1=0.390, d2=0.324 g=3.811 2/2 [==============================] - 0s 14ms/step >42, 345/693, d1=0.407, d2=0.369 g=4.485 2/2 [==============================] - 0s 14ms/step >42, 346/693, d1=0.481, d2=0.417 g=2.847 2/2 [==============================] - 0s 12ms/step >42, 347/693, d1=0.461, d2=0.407 g=4.314 2/2 [==============================] - 0s 15ms/step >42, 348/693, d1=0.352, d2=0.285 g=3.451 2/2 [==============================] - 0s 12ms/step >42, 349/693, d1=0.344, d2=0.325 g=3.618 2/2 [==============================] - 0s 14ms/step >42, 350/693, d1=0.380, d2=0.378 g=3.472 2/2 [==============================] - 0s 13ms/step >42, 351/693, d1=0.466, d2=0.379 g=3.972 2/2 [==============================] - 0s 13ms/step >42, 352/693, d1=0.295, d2=0.344 g=4.087 2/2 [==============================] - 0s 13ms/step >42, 353/693, d1=0.543, d2=0.323 g=3.127 2/2 [==============================] - 0s 13ms/step >42, 354/693, d1=0.342, d2=0.489 g=3.363 2/2 [==============================] - 0s 14ms/step >42, 355/693, d1=0.472, d2=0.290 g=4.728 2/2 [==============================] - 0s 12ms/step >42, 356/693, d1=0.447, d2=0.428 g=4.935 2/2 [==============================] - 0s 14ms/step >42, 357/693, d1=0.473, d2=0.337 g=3.382 2/2 [==============================] - 0s 11ms/step >42, 358/693, d1=0.451, d2=0.386 g=4.187 2/2 [==============================] - 0s 11ms/step >42, 359/693, d1=0.349, d2=0.295 g=3.255 2/2 [==============================] - 0s 13ms/step >42, 360/693, d1=0.368, d2=0.303 g=3.910 2/2 [==============================] - 0s 14ms/step >42, 361/693, d1=0.364, d2=0.361 g=3.016 2/2 [==============================] - 0s 13ms/step >42, 362/693, d1=0.330, d2=0.238 g=3.306 2/2 [==============================] - 0s 13ms/step >42, 363/693, d1=0.452, d2=0.256 g=2.955 2/2 [==============================] - 0s 14ms/step >42, 364/693, d1=0.337, d2=0.366 g=2.985 2/2 [==============================] - 0s 13ms/step >42, 365/693, d1=0.374, d2=0.463 g=2.610 2/2 [==============================] - 0s 14ms/step >42, 366/693, d1=0.431, d2=0.400 g=3.246 2/2 [==============================] - 0s 13ms/step >42, 367/693, d1=0.429, d2=0.285 g=3.950 2/2 [==============================] - 0s 14ms/step >42, 368/693, d1=0.310, d2=0.266 g=4.110 2/2 [==============================] - 0s 12ms/step >42, 369/693, d1=0.448, d2=0.360 g=3.592 2/2 [==============================] - 0s 13ms/step >42, 370/693, d1=0.595, d2=0.262 g=3.408 2/2 [==============================] - 0s 15ms/step >42, 371/693, d1=0.410, d2=0.504 g=4.607 2/2 [==============================] - 0s 13ms/step >42, 372/693, d1=0.370, d2=0.340 g=2.849 2/2 [==============================] - 0s 13ms/step >42, 373/693, d1=0.282, d2=0.267 g=3.762 2/2 [==============================] - 0s 14ms/step >42, 374/693, d1=0.540, d2=0.420 g=3.755 2/2 [==============================] - 0s 13ms/step >42, 375/693, d1=0.370, d2=0.283 g=2.316 2/2 [==============================] - 0s 14ms/step >42, 376/693, d1=0.381, d2=0.309 g=5.097 2/2 [==============================] - 0s 13ms/step >42, 377/693, d1=0.323, d2=0.305 g=2.455 2/2 [==============================] - 0s 14ms/step >42, 378/693, d1=0.455, d2=0.341 g=3.534 2/2 [==============================] - 0s 13ms/step >42, 379/693, d1=0.419, d2=0.170 g=3.268 2/2 [==============================] - 0s 15ms/step >42, 380/693, d1=0.296, d2=0.365 g=4.001 2/2 [==============================] - 0s 11ms/step >42, 381/693, d1=0.436, d2=0.324 g=2.323 2/2 [==============================] - 0s 13ms/step >42, 382/693, d1=0.452, d2=0.460 g=4.183 2/2 [==============================] - 0s 13ms/step >42, 383/693, d1=0.316, d2=0.303 g=5.650 2/2 [==============================] - 0s 14ms/step >42, 384/693, d1=0.313, d2=0.240 g=4.034 2/2 [==============================] - 0s 14ms/step >42, 385/693, d1=0.422, d2=0.319 g=4.695 2/2 [==============================] - 0s 13ms/step >42, 386/693, d1=0.328, d2=0.239 g=4.174 2/2 [==============================] - 0s 15ms/step >42, 387/693, d1=0.342, d2=0.196 g=4.331 2/2 [==============================] - 0s 15ms/step >42, 388/693, d1=0.173, d2=0.402 g=4.463 2/2 [==============================] - 0s 13ms/step >42, 389/693, d1=0.332, d2=0.552 g=3.179 2/2 [==============================] - 0s 14ms/step >42, 390/693, d1=0.301, d2=0.292 g=3.944 2/2 [==============================] - 0s 14ms/step >42, 391/693, d1=0.499, d2=0.250 g=5.134 2/2 [==============================] - 0s 13ms/step >42, 392/693, d1=0.209, d2=0.362 g=5.603 2/2 [==============================] - 0s 14ms/step >42, 393/693, d1=0.401, d2=0.297 g=3.705 2/2 [==============================] - 0s 14ms/step >42, 394/693, d1=0.355, d2=0.274 g=4.741 2/2 [==============================] - 0s 14ms/step >42, 395/693, d1=0.333, d2=0.315 g=3.938 2/2 [==============================] - 0s 12ms/step >42, 396/693, d1=0.349, d2=0.296 g=3.391 2/2 [==============================] - 0s 14ms/step >42, 397/693, d1=0.311, d2=0.320 g=3.138 2/2 [==============================] - 0s 13ms/step >42, 398/693, d1=0.403, d2=0.262 g=2.688 2/2 [==============================] - 0s 14ms/step >42, 399/693, d1=0.415, d2=0.343 g=3.419 2/2 [==============================] - 0s 13ms/step >42, 400/693, d1=0.348, d2=0.398 g=3.629 2/2 [==============================] - 0s 13ms/step >42, 401/693, d1=0.273, d2=0.251 g=4.295 2/2 [==============================] - 0s 14ms/step >42, 402/693, d1=0.303, d2=0.407 g=3.310 2/2 [==============================] - 0s 14ms/step >42, 403/693, d1=0.365, d2=0.332 g=3.717 2/2 [==============================] - 0s 14ms/step >42, 404/693, d1=0.501, d2=0.346 g=4.607 2/2 [==============================] - 0s 14ms/step >42, 405/693, d1=0.451, d2=0.415 g=2.836 2/2 [==============================] - 0s 15ms/step >42, 406/693, d1=0.407, d2=0.344 g=4.592 2/2 [==============================] - 0s 12ms/step >42, 407/693, d1=0.531, d2=0.316 g=3.470 2/2 [==============================] - 0s 13ms/step >42, 408/693, d1=0.501, d2=0.466 g=1.978 2/2 [==============================] - 0s 13ms/step >42, 409/693, d1=0.343, d2=0.225 g=4.088 2/2 [==============================] - 0s 13ms/step >42, 410/693, d1=0.458, d2=0.433 g=3.837 2/2 [==============================] - 0s 12ms/step >42, 411/693, d1=0.309, d2=0.448 g=4.735 2/2 [==============================] - 0s 12ms/step >42, 412/693, d1=0.492, d2=0.219 g=3.610 2/2 [==============================] - 0s 14ms/step >42, 413/693, d1=0.364, d2=0.275 g=3.070 2/2 [==============================] - 0s 13ms/step >42, 414/693, d1=0.429, d2=0.367 g=3.773 2/2 [==============================] - 0s 12ms/step >42, 415/693, d1=0.326, d2=0.307 g=2.113 2/2 [==============================] - 0s 15ms/step >42, 416/693, d1=0.477, d2=0.451 g=2.126 2/2 [==============================] - 0s 13ms/step >42, 417/693, d1=0.331, d2=0.247 g=4.676 2/2 [==============================] - 0s 13ms/step >42, 418/693, d1=0.491, d2=0.286 g=4.095 2/2 [==============================] - 0s 13ms/step >42, 419/693, d1=0.298, d2=0.552 g=2.423 2/2 [==============================] - 0s 14ms/step >42, 420/693, d1=0.497, d2=0.362 g=2.438 2/2 [==============================] - 0s 13ms/step >42, 421/693, d1=0.448, d2=0.399 g=3.870 2/2 [==============================] - 0s 14ms/step >42, 422/693, d1=0.482, d2=0.326 g=4.286 2/2 [==============================] - 0s 13ms/step >42, 423/693, d1=0.495, d2=0.334 g=3.010 2/2 [==============================] - 0s 14ms/step >42, 424/693, d1=0.452, d2=0.403 g=2.092 2/2 [==============================] - 0s 14ms/step >42, 425/693, d1=0.359, d2=0.358 g=3.039 2/2 [==============================] - 0s 15ms/step >42, 426/693, d1=0.317, d2=0.392 g=3.811 2/2 [==============================] - 0s 14ms/step >42, 427/693, d1=0.314, d2=0.316 g=4.076 2/2 [==============================] - 0s 15ms/step >42, 428/693, d1=0.581, d2=0.343 g=3.480 2/2 [==============================] - 0s 13ms/step >42, 429/693, d1=0.454, d2=0.388 g=3.455 2/2 [==============================] - 0s 12ms/step >42, 430/693, d1=0.483, d2=0.319 g=3.120 2/2 [==============================] - 0s 13ms/step >42, 431/693, d1=0.432, d2=0.347 g=2.774 2/2 [==============================] - 0s 12ms/step >42, 432/693, d1=0.265, d2=0.310 g=3.407 2/2 [==============================] - 0s 13ms/step >42, 433/693, d1=0.269, d2=0.353 g=4.402 2/2 [==============================] - 0s 14ms/step >42, 434/693, d1=0.487, d2=0.306 g=3.890 2/2 [==============================] - 0s 13ms/step >42, 435/693, d1=0.298, d2=0.378 g=4.820 2/2 [==============================] - 0s 13ms/step >42, 436/693, d1=0.551, d2=0.304 g=4.131 2/2 [==============================] - 0s 13ms/step >42, 437/693, d1=0.336, d2=0.320 g=4.223 2/2 [==============================] - 0s 13ms/step >42, 438/693, d1=0.365, d2=0.446 g=3.730 2/2 [==============================] - 0s 13ms/step >42, 439/693, d1=0.306, d2=0.409 g=2.471 2/2 [==============================] - 0s 12ms/step >42, 440/693, d1=0.558, d2=0.397 g=3.596 2/2 [==============================] - 0s 13ms/step >42, 441/693, d1=0.400, d2=0.238 g=2.440 2/2 [==============================] - 0s 13ms/step >42, 442/693, d1=0.492, d2=0.263 g=2.980 2/2 [==============================] - 0s 12ms/step >42, 443/693, d1=0.399, d2=0.442 g=2.544 2/2 [==============================] - 0s 13ms/step >42, 444/693, d1=0.384, d2=0.366 g=3.410 2/2 [==============================] - 0s 13ms/step >42, 445/693, d1=0.378, d2=0.355 g=3.347 2/2 [==============================] - 0s 14ms/step >42, 446/693, d1=0.366, d2=0.269 g=4.227 2/2 [==============================] - 0s 12ms/step >42, 447/693, d1=0.422, d2=0.313 g=2.684 2/2 [==============================] - 0s 13ms/step >42, 448/693, d1=0.352, d2=0.292 g=2.540 2/2 [==============================] - 0s 11ms/step >42, 449/693, d1=0.483, d2=0.398 g=3.694 2/2 [==============================] - 0s 15ms/step >42, 450/693, d1=0.396, d2=0.260 g=2.285 2/2 [==============================] - 0s 14ms/step >42, 451/693, d1=0.315, d2=0.358 g=3.520 2/2 [==============================] - 0s 14ms/step >42, 452/693, d1=0.387, d2=0.263 g=3.344 2/2 [==============================] - 0s 14ms/step >42, 453/693, d1=0.333, d2=0.359 g=3.139 2/2 [==============================] - 0s 13ms/step >42, 454/693, d1=0.378, d2=0.332 g=2.633 2/2 [==============================] - 0s 12ms/step >42, 455/693, d1=0.388, d2=0.393 g=3.290 2/2 [==============================] - 0s 14ms/step >42, 456/693, d1=0.337, d2=0.356 g=3.747 2/2 [==============================] - 0s 11ms/step >42, 457/693, d1=0.372, d2=0.286 g=3.885 2/2 [==============================] - 0s 12ms/step >42, 458/693, d1=0.275, d2=0.253 g=4.160 2/2 [==============================] - 0s 13ms/step >42, 459/693, d1=0.410, d2=0.304 g=3.994 2/2 [==============================] - 0s 15ms/step >42, 460/693, d1=0.561, d2=0.288 g=3.781 2/2 [==============================] - 0s 14ms/step >42, 461/693, d1=0.350, d2=0.403 g=3.210 2/2 [==============================] - 0s 14ms/step >42, 462/693, d1=0.373, d2=0.416 g=2.839 2/2 [==============================] - 0s 13ms/step >42, 463/693, d1=0.315, d2=0.342 g=2.733 2/2 [==============================] - 0s 14ms/step >42, 464/693, d1=0.492, d2=0.270 g=2.829 2/2 [==============================] - 0s 13ms/step >42, 465/693, d1=0.412, d2=0.292 g=3.407 2/2 [==============================] - 0s 13ms/step >42, 466/693, d1=0.402, d2=0.354 g=3.735 2/2 [==============================] - 0s 14ms/step >42, 467/693, d1=0.451, d2=0.255 g=2.816 2/2 [==============================] - 0s 14ms/step >42, 468/693, d1=0.385, d2=0.285 g=3.588 2/2 [==============================] - 0s 15ms/step >42, 469/693, d1=0.332, d2=0.304 g=3.222 2/2 [==============================] - 0s 14ms/step >42, 470/693, d1=0.399, d2=0.396 g=2.335 2/2 [==============================] - 0s 13ms/step >42, 471/693, d1=0.475, d2=0.308 g=3.223 2/2 [==============================] - 0s 13ms/step >42, 472/693, d1=0.422, d2=0.324 g=2.653 2/2 [==============================] - 0s 13ms/step >42, 473/693, d1=0.287, d2=0.344 g=2.293 2/2 [==============================] - 0s 14ms/step >42, 474/693, d1=0.561, d2=0.341 g=3.847 2/2 [==============================] - 0s 13ms/step >42, 475/693, d1=0.450, d2=0.388 g=2.741 2/2 [==============================] - 0s 13ms/step >42, 476/693, d1=0.285, d2=0.407 g=3.584 2/2 [==============================] - 0s 14ms/step >42, 477/693, d1=0.393, d2=0.251 g=3.489 2/2 [==============================] - 0s 13ms/step >42, 478/693, d1=0.467, d2=0.296 g=2.425 2/2 [==============================] - 0s 15ms/step >42, 479/693, d1=0.296, d2=0.374 g=2.839 2/2 [==============================] - 0s 13ms/step >42, 480/693, d1=0.485, d2=0.284 g=4.066 2/2 [==============================] - 0s 13ms/step >42, 481/693, d1=0.354, d2=0.348 g=3.472 2/2 [==============================] - 0s 12ms/step >42, 482/693, d1=0.297, d2=0.267 g=3.126 2/2 [==============================] - 0s 14ms/step >42, 483/693, d1=0.408, d2=0.380 g=2.682 2/2 [==============================] - 0s 14ms/step >42, 484/693, d1=0.491, d2=0.337 g=2.821 2/2 [==============================] - 0s 13ms/step >42, 485/693, d1=0.314, d2=0.304 g=3.408 2/2 [==============================] - 0s 14ms/step >42, 486/693, d1=0.416, d2=0.382 g=3.605 2/2 [==============================] - 0s 13ms/step >42, 487/693, d1=0.401, d2=0.371 g=3.652 2/2 [==============================] - 0s 13ms/step >42, 488/693, d1=0.583, d2=0.440 g=2.424 2/2 [==============================] - 0s 13ms/step >42, 489/693, d1=0.272, d2=0.332 g=3.942 2/2 [==============================] - 0s 14ms/step >42, 490/693, d1=0.336, d2=0.276 g=3.898 2/2 [==============================] - 0s 13ms/step >42, 491/693, d1=0.291, d2=0.267 g=2.903 2/2 [==============================] - 0s 12ms/step >42, 492/693, d1=0.393, d2=0.396 g=3.047 2/2 [==============================] - 0s 12ms/step >42, 493/693, d1=0.438, d2=0.346 g=3.174 2/2 [==============================] - 0s 14ms/step >42, 494/693, d1=0.429, d2=0.309 g=2.178 2/2 [==============================] - 0s 14ms/step >42, 495/693, d1=0.573, d2=0.409 g=4.498 2/2 [==============================] - 0s 15ms/step >42, 496/693, d1=0.439, d2=0.336 g=2.585 2/2 [==============================] - 0s 14ms/step >42, 497/693, d1=0.419, d2=0.347 g=3.764 2/2 [==============================] - 0s 13ms/step >42, 498/693, d1=0.416, d2=0.339 g=4.493 2/2 [==============================] - 0s 13ms/step >42, 499/693, d1=0.472, d2=0.388 g=2.882 2/2 [==============================] - 0s 13ms/step >42, 500/693, d1=0.222, d2=0.386 g=3.705 2/2 [==============================] - 0s 13ms/step >42, 501/693, d1=0.534, d2=0.281 g=3.988 2/2 [==============================] - 0s 14ms/step >42, 502/693, d1=0.371, d2=0.356 g=3.309 2/2 [==============================] - 0s 13ms/step >42, 503/693, d1=0.431, d2=0.323 g=3.909 2/2 [==============================] - 0s 12ms/step >42, 504/693, d1=0.524, d2=0.451 g=1.877 2/2 [==============================] - 0s 18ms/step >42, 505/693, d1=0.342, d2=0.284 g=3.242 2/2 [==============================] - 0s 14ms/step >42, 506/693, d1=0.432, d2=0.350 g=3.921 2/2 [==============================] - 0s 13ms/step >42, 507/693, d1=0.446, d2=0.325 g=3.259 2/2 [==============================] - 0s 13ms/step >42, 508/693, d1=0.395, d2=0.234 g=3.121 2/2 [==============================] - 0s 12ms/step >42, 509/693, d1=0.316, d2=0.250 g=4.129 2/2 [==============================] - 0s 13ms/step >42, 510/693, d1=0.405, d2=0.322 g=4.348 2/2 [==============================] - 0s 13ms/step >42, 511/693, d1=0.406, d2=0.380 g=3.514 2/2 [==============================] - 0s 15ms/step >42, 512/693, d1=0.318, d2=0.317 g=3.957 2/2 [==============================] - 0s 13ms/step >42, 513/693, d1=0.209, d2=0.285 g=3.935 2/2 [==============================] - 0s 14ms/step >42, 514/693, d1=0.503, d2=0.391 g=2.864 2/2 [==============================] - 0s 16ms/step >42, 515/693, d1=0.400, d2=0.278 g=3.994 2/2 [==============================] - 0s 13ms/step >42, 516/693, d1=0.438, d2=0.284 g=3.389 2/2 [==============================] - 0s 13ms/step >42, 517/693, d1=0.384, d2=0.503 g=3.444 2/2 [==============================] - 0s 13ms/step >42, 518/693, d1=0.335, d2=0.343 g=3.261 2/2 [==============================] - 0s 14ms/step >42, 519/693, d1=0.511, d2=0.214 g=2.963 2/2 [==============================] - 0s 14ms/step >42, 520/693, d1=0.337, d2=0.304 g=3.363 2/2 [==============================] - 0s 12ms/step >42, 521/693, d1=0.446, d2=0.330 g=2.594 2/2 [==============================] - 0s 13ms/step >42, 522/693, d1=0.327, d2=0.262 g=2.677 2/2 [==============================] - 0s 14ms/step >42, 523/693, d1=0.346, d2=0.394 g=3.203 2/2 [==============================] - 0s 13ms/step >42, 524/693, d1=0.340, d2=0.396 g=2.539 2/2 [==============================] - 0s 7ms/step >42, 525/693, d1=0.621, d2=0.271 g=3.299 2/2 [==============================] - 0s 13ms/step >42, 526/693, d1=0.310, d2=0.376 g=3.131 2/2 [==============================] - 0s 16ms/step >42, 527/693, d1=0.400, d2=0.413 g=3.027 2/2 [==============================] - 0s 14ms/step >42, 528/693, d1=0.315, d2=0.425 g=2.574 2/2 [==============================] - 0s 14ms/step >42, 529/693, d1=0.374, d2=0.301 g=3.627 2/2 [==============================] - 0s 13ms/step >42, 530/693, d1=0.436, d2=0.340 g=3.709 2/2 [==============================] - 0s 13ms/step >42, 531/693, d1=0.385, d2=0.281 g=3.302 2/2 [==============================] - 0s 14ms/step >42, 532/693, d1=0.340, d2=0.380 g=2.602 2/2 [==============================] - 0s 14ms/step >42, 533/693, d1=0.283, d2=0.284 g=3.963 2/2 [==============================] - 0s 13ms/step >42, 534/693, d1=0.494, d2=0.405 g=3.718 2/2 [==============================] - 0s 13ms/step >42, 535/693, d1=0.579, d2=0.367 g=3.131 2/2 [==============================] - 0s 16ms/step >42, 536/693, d1=0.294, d2=0.340 g=2.607 2/2 [==============================] - 0s 12ms/step >42, 537/693, d1=0.281, d2=0.276 g=3.303 2/2 [==============================] - 0s 14ms/step >42, 538/693, d1=0.570, d2=0.374 g=4.349 2/2 [==============================] - 0s 13ms/step >42, 539/693, d1=0.372, d2=0.315 g=3.028 2/2 [==============================] - 0s 12ms/step >42, 540/693, d1=0.475, d2=0.256 g=4.170 2/2 [==============================] - 0s 14ms/step >42, 541/693, d1=0.373, d2=0.497 g=3.870 2/2 [==============================] - 0s 12ms/step >42, 542/693, d1=0.326, d2=0.223 g=3.815 2/2 [==============================] - 0s 13ms/step >42, 543/693, d1=0.459, d2=0.289 g=3.721 2/2 [==============================] - 0s 14ms/step >42, 544/693, d1=0.435, d2=0.427 g=3.665 2/2 [==============================] - 0s 14ms/step >42, 545/693, d1=0.430, d2=0.407 g=3.479 2/2 [==============================] - 0s 15ms/step >42, 546/693, d1=0.495, d2=0.477 g=2.274 2/2 [==============================] - 0s 12ms/step >42, 547/693, d1=0.268, d2=0.222 g=2.765 2/2 [==============================] - 0s 13ms/step >42, 548/693, d1=0.432, d2=0.409 g=3.831 2/2 [==============================] - 0s 12ms/step >42, 549/693, d1=0.520, d2=0.357 g=3.093 2/2 [==============================] - 0s 13ms/step >42, 550/693, d1=0.315, d2=0.334 g=2.799 2/2 [==============================] - 0s 14ms/step >42, 551/693, d1=0.535, d2=0.381 g=2.710 2/2 [==============================] - 0s 12ms/step >42, 552/693, d1=0.433, d2=0.410 g=3.207 2/2 [==============================] - 0s 13ms/step >42, 553/693, d1=0.421, d2=0.353 g=3.992 2/2 [==============================] - 0s 14ms/step >42, 554/693, d1=0.446, d2=0.264 g=2.803 2/2 [==============================] - 0s 15ms/step >42, 555/693, d1=0.422, d2=0.296 g=4.522 2/2 [==============================] - 0s 15ms/step >42, 556/693, d1=0.541, d2=0.380 g=3.841 2/2 [==============================] - 0s 15ms/step >42, 557/693, d1=0.322, d2=0.428 g=4.639 2/2 [==============================] - 0s 14ms/step >42, 558/693, d1=0.554, d2=0.286 g=3.036 2/2 [==============================] - 0s 13ms/step >42, 559/693, d1=0.443, d2=0.295 g=3.162 2/2 [==============================] - 0s 14ms/step >42, 560/693, d1=0.434, d2=0.440 g=2.104 2/2 [==============================] - 0s 14ms/step >42, 561/693, d1=0.310, d2=0.358 g=4.606 2/2 [==============================] - 0s 18ms/step >42, 562/693, d1=0.344, d2=0.328 g=5.187 2/2 [==============================] - 0s 14ms/step >42, 563/693, d1=0.330, d2=0.317 g=2.613 2/2 [==============================] - 0s 11ms/step >42, 564/693, d1=0.370, d2=0.270 g=4.480 2/2 [==============================] - 0s 14ms/step >42, 565/693, d1=0.411, d2=0.342 g=2.967 2/2 [==============================] - 0s 12ms/step >42, 566/693, d1=0.465, d2=0.365 g=3.110 2/2 [==============================] - 0s 12ms/step >42, 567/693, d1=0.450, d2=0.343 g=2.801 2/2 [==============================] - 0s 12ms/step >42, 568/693, d1=0.323, d2=0.388 g=3.370 2/2 [==============================] - 0s 12ms/step >42, 569/693, d1=0.424, d2=0.334 g=3.280 2/2 [==============================] - 0s 13ms/step >42, 570/693, d1=0.458, d2=0.423 g=3.627 2/2 [==============================] - 0s 15ms/step >42, 571/693, d1=0.428, d2=0.286 g=4.399 2/2 [==============================] - 0s 15ms/step >42, 572/693, d1=0.436, d2=0.274 g=3.561 2/2 [==============================] - 0s 13ms/step >42, 573/693, d1=0.455, d2=0.317 g=2.404 2/2 [==============================] - 0s 12ms/step >42, 574/693, d1=0.296, d2=0.586 g=4.013 2/2 [==============================] - 0s 13ms/step >42, 575/693, d1=0.377, d2=0.274 g=3.577 2/2 [==============================] - 0s 12ms/step >42, 576/693, d1=0.505, d2=0.348 g=3.864 2/2 [==============================] - 0s 13ms/step >42, 577/693, d1=0.464, d2=0.310 g=3.234 2/2 [==============================] - 0s 13ms/step >42, 578/693, d1=0.490, d2=0.296 g=3.384 2/2 [==============================] - 0s 14ms/step >42, 579/693, d1=0.371, d2=0.334 g=2.543 2/2 [==============================] - 0s 15ms/step >42, 580/693, d1=0.496, d2=0.447 g=2.922 2/2 [==============================] - 0s 13ms/step >42, 581/693, d1=0.440, d2=0.310 g=3.976 2/2 [==============================] - 0s 14ms/step >42, 582/693, d1=0.461, d2=0.306 g=3.142 2/2 [==============================] - 0s 12ms/step >42, 583/693, d1=0.460, d2=0.376 g=2.948 2/2 [==============================] - 0s 14ms/step >42, 584/693, d1=0.316, d2=0.445 g=2.893 2/2 [==============================] - 0s 13ms/step >42, 585/693, d1=0.342, d2=0.354 g=4.125 2/2 [==============================] - 0s 14ms/step >42, 586/693, d1=0.335, d2=0.211 g=3.512 2/2 [==============================] - 0s 12ms/step >42, 587/693, d1=0.454, d2=0.328 g=3.623 2/2 [==============================] - 0s 13ms/step >42, 588/693, d1=0.493, d2=0.385 g=3.484 2/2 [==============================] - 0s 13ms/step >42, 589/693, d1=0.367, d2=0.353 g=3.704 2/2 [==============================] - 0s 14ms/step >42, 590/693, d1=0.287, d2=0.329 g=3.665 2/2 [==============================] - 0s 15ms/step >42, 591/693, d1=0.444, d2=0.327 g=3.017 2/2 [==============================] - 0s 14ms/step >42, 592/693, d1=0.347, d2=0.357 g=2.843 2/2 [==============================] - 0s 12ms/step >42, 593/693, d1=0.331, d2=0.296 g=3.418 2/2 [==============================] - 0s 14ms/step >42, 594/693, d1=0.499, d2=0.323 g=3.691 2/2 [==============================] - 0s 14ms/step >42, 595/693, d1=0.396, d2=0.389 g=3.212 2/2 [==============================] - 0s 13ms/step >42, 596/693, d1=0.419, d2=0.416 g=3.349 2/2 [==============================] - 0s 12ms/step >42, 597/693, d1=0.316, d2=0.313 g=2.391 2/2 [==============================] - 0s 13ms/step >42, 598/693, d1=0.387, d2=0.297 g=2.666 2/2 [==============================] - 0s 13ms/step >42, 599/693, d1=0.365, d2=0.281 g=2.999 2/2 [==============================] - 0s 12ms/step >42, 600/693, d1=0.483, d2=0.382 g=3.013 2/2 [==============================] - 0s 12ms/step >42, 601/693, d1=0.354, d2=0.460 g=2.831 2/2 [==============================] - 0s 15ms/step >42, 602/693, d1=0.279, d2=0.281 g=3.298 2/2 [==============================] - 0s 11ms/step >42, 603/693, d1=0.367, d2=0.367 g=3.923 2/2 [==============================] - 0s 13ms/step >42, 604/693, d1=0.537, d2=0.331 g=2.882 2/2 [==============================] - 0s 13ms/step >42, 605/693, d1=0.427, d2=0.309 g=2.797 2/2 [==============================] - 0s 12ms/step >42, 606/693, d1=0.362, d2=0.462 g=4.128 2/2 [==============================] - 0s 13ms/step >42, 607/693, d1=0.378, d2=0.280 g=4.461 2/2 [==============================] - 0s 12ms/step >42, 608/693, d1=0.437, d2=0.352 g=2.349 2/2 [==============================] - 0s 14ms/step >42, 609/693, d1=0.411, d2=0.302 g=3.363 2/2 [==============================] - 0s 13ms/step >42, 610/693, d1=0.439, d2=0.351 g=3.195 2/2 [==============================] - 0s 15ms/step >42, 611/693, d1=0.334, d2=0.370 g=3.201 2/2 [==============================] - 0s 13ms/step >42, 612/693, d1=0.376, d2=0.312 g=2.773 2/2 [==============================] - 0s 13ms/step >42, 613/693, d1=0.400, d2=0.368 g=2.465 2/2 [==============================] - 0s 15ms/step >42, 614/693, d1=0.404, d2=0.340 g=3.022 2/2 [==============================] - 0s 13ms/step >42, 615/693, d1=0.505, d2=0.382 g=3.470 2/2 [==============================] - 0s 13ms/step >42, 616/693, d1=0.476, d2=0.240 g=2.955 2/2 [==============================] - 0s 15ms/step >42, 617/693, d1=0.497, d2=0.292 g=3.392 2/2 [==============================] - 0s 14ms/step >42, 618/693, d1=0.352, d2=0.447 g=4.790 2/2 [==============================] - 0s 13ms/step >42, 619/693, d1=0.458, d2=0.347 g=3.153 2/2 [==============================] - 0s 12ms/step >42, 620/693, d1=0.518, d2=0.270 g=3.275 2/2 [==============================] - 0s 13ms/step >42, 621/693, d1=0.365, d2=0.328 g=2.499 2/2 [==============================] - 0s 13ms/step >42, 622/693, d1=0.394, d2=0.357 g=3.180 2/2 [==============================] - 0s 12ms/step >42, 623/693, d1=0.379, d2=0.400 g=3.362 2/2 [==============================] - 0s 15ms/step >42, 624/693, d1=0.445, d2=0.380 g=3.265 2/2 [==============================] - 0s 14ms/step >42, 625/693, d1=0.394, d2=0.304 g=3.482 2/2 [==============================] - 0s 14ms/step >42, 626/693, d1=0.601, d2=0.399 g=2.715 2/2 [==============================] - 0s 13ms/step >42, 627/693, d1=0.425, d2=0.372 g=4.457 2/2 [==============================] - 0s 14ms/step >42, 628/693, d1=0.317, d2=0.363 g=3.226 2/2 [==============================] - 0s 15ms/step >42, 629/693, d1=0.356, d2=0.381 g=3.436 2/2 [==============================] - 0s 12ms/step >42, 630/693, d1=0.526, d2=0.348 g=2.315 2/2 [==============================] - 0s 12ms/step >42, 631/693, d1=0.415, d2=0.341 g=2.458 2/2 [==============================] - 0s 12ms/step >42, 632/693, d1=0.323, d2=0.409 g=2.461 2/2 [==============================] - 0s 10ms/step >42, 633/693, d1=0.348, d2=0.365 g=3.295 2/2 [==============================] - 0s 13ms/step >42, 634/693, d1=0.414, d2=0.235 g=3.118 2/2 [==============================] - 0s 14ms/step >42, 635/693, d1=0.400, d2=0.342 g=2.737 2/2 [==============================] - 0s 13ms/step >42, 636/693, d1=0.450, d2=0.363 g=2.926 2/2 [==============================] - 0s 14ms/step >42, 637/693, d1=0.327, d2=0.408 g=3.902 2/2 [==============================] - 0s 13ms/step >42, 638/693, d1=0.331, d2=0.251 g=3.739 2/2 [==============================] - 0s 13ms/step >42, 639/693, d1=0.463, d2=0.263 g=3.884 2/2 [==============================] - 0s 13ms/step >42, 640/693, d1=0.287, d2=0.429 g=2.518 2/2 [==============================] - 0s 13ms/step >42, 641/693, d1=0.357, d2=0.265 g=3.955 2/2 [==============================] - 0s 12ms/step >42, 642/693, d1=0.360, d2=0.412 g=3.515 2/2 [==============================] - 0s 14ms/step >42, 643/693, d1=0.383, d2=0.459 g=2.785 2/2 [==============================] - 0s 13ms/step >42, 644/693, d1=0.366, d2=0.273 g=2.516 2/2 [==============================] - 0s 12ms/step >42, 645/693, d1=0.494, d2=0.262 g=3.002 2/2 [==============================] - 0s 14ms/step >42, 646/693, d1=0.397, d2=0.562 g=4.072 2/2 [==============================] - 0s 14ms/step >42, 647/693, d1=0.408, d2=0.354 g=3.989 2/2 [==============================] - 0s 13ms/step >42, 648/693, d1=0.551, d2=0.208 g=3.741 2/2 [==============================] - 0s 14ms/step >42, 649/693, d1=0.488, d2=0.315 g=2.477 2/2 [==============================] - 0s 14ms/step >42, 650/693, d1=0.285, d2=0.451 g=3.134 2/2 [==============================] - 0s 13ms/step >42, 651/693, d1=0.381, d2=0.317 g=5.251 2/2 [==============================] - 0s 14ms/step >42, 652/693, d1=0.610, d2=0.415 g=2.530 2/2 [==============================] - 0s 14ms/step >42, 653/693, d1=0.307, d2=0.391 g=3.387 2/2 [==============================] - 0s 13ms/step >42, 654/693, d1=0.413, d2=0.258 g=2.891 2/2 [==============================] - 0s 13ms/step >42, 655/693, d1=0.347, d2=0.426 g=2.761 2/2 [==============================] - 0s 14ms/step >42, 656/693, d1=0.298, d2=0.328 g=3.184 2/2 [==============================] - 0s 14ms/step >42, 657/693, d1=0.407, d2=0.237 g=2.766 2/2 [==============================] - 0s 13ms/step >42, 658/693, d1=0.399, d2=0.289 g=3.907 2/2 [==============================] - 0s 13ms/step >42, 659/693, d1=0.219, d2=0.237 g=4.517 2/2 [==============================] - 0s 16ms/step >42, 660/693, d1=0.306, d2=0.420 g=4.284 2/2 [==============================] - 0s 13ms/step >42, 661/693, d1=0.470, d2=0.311 g=3.079 2/2 [==============================] - 0s 12ms/step >42, 662/693, d1=0.386, d2=0.276 g=3.631 2/2 [==============================] - 0s 14ms/step >42, 663/693, d1=0.473, d2=0.231 g=3.783 2/2 [==============================] - 0s 13ms/step >42, 664/693, d1=0.300, d2=0.313 g=2.704 2/2 [==============================] - 0s 11ms/step >42, 665/693, d1=0.489, d2=0.325 g=3.439 2/2 [==============================] - 0s 15ms/step >42, 666/693, d1=0.652, d2=0.370 g=2.894 2/2 [==============================] - 0s 14ms/step >42, 667/693, d1=0.370, d2=0.449 g=3.253 2/2 [==============================] - 0s 13ms/step >42, 668/693, d1=0.430, d2=0.393 g=2.576 2/2 [==============================] - 0s 13ms/step >42, 669/693, d1=0.490, d2=0.336 g=2.952 2/2 [==============================] - 0s 14ms/step >42, 670/693, d1=0.378, d2=0.355 g=2.906 2/2 [==============================] - 0s 14ms/step >42, 671/693, d1=0.580, d2=0.368 g=2.435 2/2 [==============================] - 0s 14ms/step >42, 672/693, d1=0.379, d2=0.345 g=3.549 2/2 [==============================] - 0s 14ms/step >42, 673/693, d1=0.439, d2=0.220 g=3.412 2/2 [==============================] - 0s 15ms/step >42, 674/693, d1=0.441, d2=0.521 g=2.459 2/2 [==============================] - 0s 13ms/step >42, 675/693, d1=0.471, d2=0.318 g=4.186 2/2 [==============================] - 0s 13ms/step >42, 676/693, d1=0.506, d2=0.439 g=3.203 2/2 [==============================] - 0s 14ms/step >42, 677/693, d1=0.283, d2=0.324 g=2.321 2/2 [==============================] - 0s 13ms/step >42, 678/693, d1=0.446, d2=0.325 g=3.008 2/2 [==============================] - 0s 12ms/step >42, 679/693, d1=0.248, d2=0.394 g=2.545 2/2 [==============================] - 0s 13ms/step >42, 680/693, d1=0.369, d2=0.334 g=3.198 2/2 [==============================] - 0s 13ms/step >42, 681/693, d1=0.443, d2=0.272 g=3.253 2/2 [==============================] - 0s 12ms/step >42, 682/693, d1=0.413, d2=0.323 g=3.591 2/2 [==============================] - 0s 14ms/step >42, 683/693, d1=0.356, d2=0.358 g=2.601 2/2 [==============================] - 0s 13ms/step >42, 684/693, d1=0.402, d2=0.375 g=4.368 2/2 [==============================] - 0s 14ms/step >42, 685/693, d1=0.434, d2=0.347 g=3.034 2/2 [==============================] - 0s 15ms/step >42, 686/693, d1=0.517, d2=0.393 g=3.651 2/2 [==============================] - 0s 13ms/step >42, 687/693, d1=0.330, d2=0.311 g=3.354 2/2 [==============================] - 0s 14ms/step >42, 688/693, d1=0.428, d2=0.382 g=3.512 2/2 [==============================] - 0s 13ms/step >42, 689/693, d1=0.524, d2=0.330 g=3.139 2/2 [==============================] - 0s 12ms/step >42, 690/693, d1=0.447, d2=0.504 g=3.799 2/2 [==============================] - 0s 12ms/step >42, 691/693, d1=0.412, d2=0.251 g=2.740 2/2 [==============================] - 0s 12ms/step >42, 692/693, d1=0.486, d2=0.352 g=2.808 2/2 [==============================] - 0s 13ms/step >42, 693/693, d1=0.360, d2=0.331 g=3.533 2/2 [==============================] - 0s 13ms/step >43, 1/693, d1=0.323, d2=0.374 g=3.530 2/2 [==============================] - 0s 14ms/step >43, 2/693, d1=0.427, d2=0.403 g=3.149 2/2 [==============================] - 0s 13ms/step >43, 3/693, d1=0.507, d2=0.247 g=3.081 2/2 [==============================] - 0s 13ms/step >43, 4/693, d1=0.375, d2=0.243 g=3.810 2/2 [==============================] - 0s 13ms/step >43, 5/693, d1=0.353, d2=0.276 g=2.027 2/2 [==============================] - 0s 13ms/step >43, 6/693, d1=0.351, d2=0.337 g=2.986 2/2 [==============================] - 0s 12ms/step >43, 7/693, d1=0.406, d2=0.398 g=2.853 2/2 [==============================] - 0s 14ms/step >43, 8/693, d1=0.376, d2=0.316 g=2.670 2/2 [==============================] - 0s 14ms/step >43, 9/693, d1=0.456, d2=0.478 g=2.612 2/2 [==============================] - 0s 13ms/step >43, 10/693, d1=0.397, d2=0.463 g=4.484 2/2 [==============================] - 0s 13ms/step >43, 11/693, d1=0.540, d2=0.303 g=3.447 2/2 [==============================] - 0s 13ms/step >43, 12/693, d1=0.427, d2=0.284 g=2.967 2/2 [==============================] - 0s 13ms/step >43, 13/693, d1=0.367, d2=0.269 g=2.518 2/2 [==============================] - 0s 13ms/step >43, 14/693, d1=0.372, d2=0.312 g=3.015 2/2 [==============================] - 0s 15ms/step >43, 15/693, d1=0.292, d2=0.339 g=3.144 2/2 [==============================] - 0s 13ms/step >43, 16/693, d1=0.415, d2=0.255 g=3.782 2/2 [==============================] - 0s 13ms/step >43, 17/693, d1=0.285, d2=0.392 g=2.861 2/2 [==============================] - 0s 14ms/step >43, 18/693, d1=0.642, d2=0.359 g=2.815 2/2 [==============================] - 0s 12ms/step >43, 19/693, d1=0.379, d2=0.233 g=1.891 2/2 [==============================] - 0s 13ms/step >43, 20/693, d1=0.297, d2=0.519 g=3.271 2/2 [==============================] - 0s 13ms/step >43, 21/693, d1=0.435, d2=0.336 g=3.726 2/2 [==============================] - 0s 15ms/step >43, 22/693, d1=0.465, d2=0.336 g=2.998 2/2 [==============================] - 0s 14ms/step >43, 23/693, d1=0.371, d2=0.414 g=3.289 2/2 [==============================] - 0s 14ms/step >43, 24/693, d1=0.509, d2=0.272 g=4.198 2/2 [==============================] - 0s 14ms/step >43, 25/693, d1=0.306, d2=0.373 g=3.598 2/2 [==============================] - 0s 12ms/step >43, 26/693, d1=0.367, d2=0.306 g=3.467 2/2 [==============================] - 0s 14ms/step >43, 27/693, d1=0.448, d2=0.274 g=3.895 2/2 [==============================] - 0s 13ms/step >43, 28/693, d1=0.300, d2=0.402 g=2.604 2/2 [==============================] - 0s 13ms/step >43, 29/693, d1=0.369, d2=0.266 g=2.956 2/2 [==============================] - 0s 12ms/step >43, 30/693, d1=0.497, d2=0.335 g=3.611 2/2 [==============================] - 0s 13ms/step >43, 31/693, d1=0.456, d2=0.525 g=3.574 2/2 [==============================] - 0s 12ms/step >43, 32/693, d1=0.446, d2=0.281 g=3.127 2/2 [==============================] - 0s 12ms/step >43, 33/693, d1=0.427, d2=0.415 g=3.138 2/2 [==============================] - 0s 13ms/step >43, 34/693, d1=0.342, d2=0.276 g=3.313 2/2 [==============================] - 0s 12ms/step >43, 35/693, d1=0.538, d2=0.264 g=3.927 2/2 [==============================] - 0s 15ms/step >43, 36/693, d1=0.378, d2=0.437 g=3.814 2/2 [==============================] - 0s 13ms/step >43, 37/693, d1=0.449, d2=0.307 g=3.603 2/2 [==============================] - 0s 12ms/step >43, 38/693, d1=0.600, d2=0.292 g=2.328 2/2 [==============================] - 0s 14ms/step >43, 39/693, d1=0.365, d2=0.450 g=2.887 2/2 [==============================] - 0s 13ms/step >43, 40/693, d1=0.458, d2=0.399 g=4.512 2/2 [==============================] - 0s 15ms/step >43, 41/693, d1=0.363, d2=0.337 g=4.230 2/2 [==============================] - 0s 13ms/step >43, 42/693, d1=0.482, d2=0.446 g=4.477 2/2 [==============================] - 0s 15ms/step >43, 43/693, d1=0.597, d2=0.282 g=3.873 2/2 [==============================] - 0s 13ms/step >43, 44/693, d1=0.269, d2=0.313 g=3.433 2/2 [==============================] - 0s 13ms/step >43, 45/693, d1=0.460, d2=0.443 g=4.010 2/2 [==============================] - 0s 14ms/step >43, 46/693, d1=0.468, d2=0.263 g=2.247 2/2 [==============================] - 0s 13ms/step >43, 47/693, d1=0.372, d2=0.469 g=3.334 2/2 [==============================] - 0s 14ms/step >43, 48/693, d1=0.372, d2=0.289 g=4.149 2/2 [==============================] - 0s 14ms/step >43, 49/693, d1=0.426, d2=0.492 g=3.385 2/2 [==============================] - 0s 16ms/step >43, 50/693, d1=0.605, d2=0.399 g=3.270 2/2 [==============================] - 0s 12ms/step >43, 51/693, d1=0.482, d2=0.387 g=3.168 2/2 [==============================] - 0s 14ms/step >43, 52/693, d1=0.470, d2=0.362 g=3.396 2/2 [==============================] - 0s 12ms/step >43, 53/693, d1=0.314, d2=0.394 g=3.077 2/2 [==============================] - 0s 13ms/step >43, 54/693, d1=0.443, d2=0.324 g=4.978 2/2 [==============================] - 0s 14ms/step >43, 55/693, d1=0.421, d2=0.256 g=5.232 2/2 [==============================] - 0s 13ms/step >43, 56/693, d1=0.377, d2=0.438 g=4.575 2/2 [==============================] - 0s 14ms/step >43, 57/693, d1=0.476, d2=0.436 g=2.503 2/2 [==============================] - 0s 13ms/step >43, 58/693, d1=0.308, d2=0.325 g=3.844 2/2 [==============================] - 0s 13ms/step >43, 59/693, d1=0.523, d2=0.310 g=3.032 2/2 [==============================] - 0s 13ms/step >43, 60/693, d1=0.339, d2=0.340 g=3.417 2/2 [==============================] - 0s 12ms/step >43, 61/693, d1=0.303, d2=0.308 g=3.134 2/2 [==============================] - 0s 14ms/step >43, 62/693, d1=0.447, d2=0.334 g=4.412 2/2 [==============================] - 0s 15ms/step >43, 63/693, d1=0.442, d2=0.357 g=2.839 2/2 [==============================] - 0s 14ms/step >43, 64/693, d1=0.396, d2=0.391 g=2.291 2/2 [==============================] - 0s 14ms/step >43, 65/693, d1=0.380, d2=0.550 g=2.331 2/2 [==============================] - 0s 13ms/step >43, 66/693, d1=0.279, d2=0.282 g=3.643 2/2 [==============================] - 0s 13ms/step >43, 67/693, d1=0.445, d2=0.314 g=2.766 2/2 [==============================] - 0s 12ms/step >43, 68/693, d1=0.360, d2=0.253 g=2.939 2/2 [==============================] - 0s 13ms/step >43, 69/693, d1=0.271, d2=0.399 g=3.124 2/2 [==============================] - 0s 13ms/step >43, 70/693, d1=0.406, d2=0.359 g=3.898 2/2 [==============================] - 0s 12ms/step >43, 71/693, d1=0.453, d2=0.421 g=3.656 2/2 [==============================] - 0s 13ms/step >43, 72/693, d1=0.450, d2=0.383 g=3.831 2/2 [==============================] - 0s 13ms/step >43, 73/693, d1=0.459, d2=0.279 g=2.839 2/2 [==============================] - 0s 13ms/step >43, 74/693, d1=0.332, d2=0.425 g=2.283 2/2 [==============================] - 0s 13ms/step >43, 75/693, d1=0.400, d2=0.313 g=3.050 2/2 [==============================] - 0s 12ms/step >43, 76/693, d1=0.269, d2=0.358 g=3.641 2/2 [==============================] - 0s 14ms/step >43, 77/693, d1=0.466, d2=0.348 g=4.463 2/2 [==============================] - 0s 13ms/step >43, 78/693, d1=0.435, d2=0.317 g=3.252 2/2 [==============================] - 0s 13ms/step >43, 79/693, d1=0.483, d2=0.282 g=3.624 2/2 [==============================] - 0s 15ms/step >43, 80/693, d1=0.476, d2=0.365 g=3.952 2/2 [==============================] - 0s 13ms/step >43, 81/693, d1=0.254, d2=0.294 g=3.829 2/2 [==============================] - 0s 14ms/step >43, 82/693, d1=0.472, d2=0.371 g=2.682 2/2 [==============================] - 0s 12ms/step >43, 83/693, d1=0.398, d2=0.391 g=4.556 2/2 [==============================] - 0s 13ms/step >43, 84/693, d1=0.428, d2=0.396 g=2.809 2/2 [==============================] - 0s 13ms/step >43, 85/693, d1=0.637, d2=0.365 g=2.702 2/2 [==============================] - 0s 13ms/step >43, 86/693, d1=0.493, d2=0.284 g=2.877 2/2 [==============================] - 0s 15ms/step >43, 87/693, d1=0.616, d2=0.390 g=4.148 2/2 [==============================] - 0s 13ms/step >43, 88/693, d1=0.292, d2=0.502 g=3.570 2/2 [==============================] - 0s 12ms/step >43, 89/693, d1=0.487, d2=0.290 g=2.201 2/2 [==============================] - 0s 13ms/step >43, 90/693, d1=0.224, d2=0.312 g=2.632 2/2 [==============================] - 0s 13ms/step >43, 91/693, d1=0.393, d2=0.373 g=3.074 2/2 [==============================] - 0s 12ms/step >43, 92/693, d1=0.460, d2=0.306 g=2.498 2/2 [==============================] - 0s 12ms/step >43, 93/693, d1=0.494, d2=0.408 g=2.272 2/2 [==============================] - 0s 14ms/step >43, 94/693, d1=0.399, d2=0.293 g=3.341 2/2 [==============================] - 0s 14ms/step >43, 95/693, d1=0.506, d2=0.381 g=2.225 2/2 [==============================] - 0s 12ms/step >43, 96/693, d1=0.281, d2=0.395 g=3.263 2/2 [==============================] - 0s 14ms/step >43, 97/693, d1=0.272, d2=0.377 g=3.317 2/2 [==============================] - 0s 13ms/step >43, 98/693, d1=0.521, d2=0.373 g=3.098 2/2 [==============================] - 0s 15ms/step >43, 99/693, d1=0.486, d2=0.266 g=2.432 2/2 [==============================] - 0s 13ms/step >43, 100/693, d1=0.467, d2=0.346 g=2.558 2/2 [==============================] - 0s 14ms/step >43, 101/693, d1=0.279, d2=0.423 g=2.695 2/2 [==============================] - 0s 15ms/step >43, 102/693, d1=0.387, d2=0.279 g=3.857 2/2 [==============================] - 0s 13ms/step >43, 103/693, d1=0.493, d2=0.303 g=3.434 2/2 [==============================] - 0s 12ms/step >43, 104/693, d1=0.482, d2=0.309 g=3.080 2/2 [==============================] - 0s 14ms/step >43, 105/693, d1=0.319, d2=0.380 g=2.932 2/2 [==============================] - 0s 13ms/step >43, 106/693, d1=0.410, d2=0.429 g=3.160 2/2 [==============================] - 0s 15ms/step >43, 107/693, d1=0.434, d2=0.351 g=3.895 2/2 [==============================] - 0s 14ms/step >43, 108/693, d1=0.409, d2=0.373 g=4.854 2/2 [==============================] - 0s 15ms/step >43, 109/693, d1=0.423, d2=0.341 g=3.834 2/2 [==============================] - 0s 13ms/step >43, 110/693, d1=0.464, d2=0.363 g=2.956 2/2 [==============================] - 0s 13ms/step >43, 111/693, d1=0.391, d2=0.427 g=4.087 2/2 [==============================] - 0s 14ms/step >43, 112/693, d1=0.412, d2=0.304 g=3.523 2/2 [==============================] - 0s 12ms/step >43, 113/693, d1=0.499, d2=0.268 g=3.737 2/2 [==============================] - 0s 14ms/step >43, 114/693, d1=0.459, d2=0.329 g=2.852 2/2 [==============================] - 0s 12ms/step >43, 115/693, d1=0.360, d2=0.361 g=3.221 2/2 [==============================] - 0s 14ms/step >43, 116/693, d1=0.320, d2=0.377 g=2.129 2/2 [==============================] - 0s 12ms/step >43, 117/693, d1=0.386, d2=0.388 g=3.691 2/2 [==============================] - 0s 14ms/step >43, 118/693, d1=0.454, d2=0.324 g=3.203 2/2 [==============================] - 0s 15ms/step >43, 119/693, d1=0.378, d2=0.360 g=3.300 2/2 [==============================] - 0s 14ms/step >43, 120/693, d1=0.500, d2=0.272 g=4.068 2/2 [==============================] - 0s 13ms/step >43, 121/693, d1=0.450, d2=0.244 g=2.433 2/2 [==============================] - 0s 15ms/step >43, 122/693, d1=0.282, d2=0.425 g=2.332 2/2 [==============================] - 0s 12ms/step >43, 123/693, d1=0.386, d2=0.286 g=2.870 2/2 [==============================] - 0s 12ms/step >43, 124/693, d1=0.494, d2=0.362 g=3.688 2/2 [==============================] - 0s 13ms/step >43, 125/693, d1=0.355, d2=0.316 g=2.493 2/2 [==============================] - 0s 16ms/step >43, 126/693, d1=0.320, d2=0.492 g=3.378 2/2 [==============================] - 0s 15ms/step >43, 127/693, d1=0.478, d2=0.363 g=2.320 2/2 [==============================] - 0s 16ms/step >43, 128/693, d1=0.349, d2=0.460 g=4.029 2/2 [==============================] - 0s 13ms/step >43, 129/693, d1=0.475, d2=0.210 g=3.241 2/2 [==============================] - 0s 13ms/step >43, 130/693, d1=0.381, d2=0.364 g=2.409 2/2 [==============================] - 0s 12ms/step >43, 131/693, d1=0.465, d2=0.381 g=3.394 2/2 [==============================] - 0s 14ms/step >43, 132/693, d1=0.430, d2=0.455 g=2.634 2/2 [==============================] - 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0s 16ms/step >43, 144/693, d1=0.406, d2=0.530 g=3.044 2/2 [==============================] - 0s 14ms/step >43, 145/693, d1=0.445, d2=0.237 g=3.518 2/2 [==============================] - 0s 13ms/step >43, 146/693, d1=0.345, d2=0.300 g=3.098 2/2 [==============================] - 0s 12ms/step >43, 147/693, d1=0.390, d2=0.315 g=3.462 2/2 [==============================] - 0s 14ms/step >43, 148/693, d1=0.396, d2=0.384 g=3.168 2/2 [==============================] - 0s 14ms/step >43, 149/693, d1=0.333, d2=0.328 g=3.552 2/2 [==============================] - 0s 15ms/step >43, 150/693, d1=0.547, d2=0.247 g=2.756 2/2 [==============================] - 0s 13ms/step >43, 151/693, d1=0.270, d2=0.398 g=2.864 2/2 [==============================] - 0s 13ms/step >43, 152/693, d1=0.404, d2=0.273 g=2.331 2/2 [==============================] - 0s 12ms/step >43, 153/693, d1=0.312, d2=0.350 g=2.844 2/2 [==============================] - 0s 13ms/step >43, 154/693, d1=0.378, d2=0.280 g=2.676 2/2 [==============================] - 0s 12ms/step >43, 155/693, d1=0.339, d2=0.221 g=2.887 2/2 [==============================] - 0s 13ms/step >43, 156/693, d1=0.504, d2=0.351 g=3.304 2/2 [==============================] - 0s 13ms/step >43, 157/693, d1=0.256, d2=0.404 g=3.077 2/2 [==============================] - 0s 14ms/step >43, 158/693, d1=0.293, d2=0.263 g=2.641 2/2 [==============================] - 0s 12ms/step >43, 159/693, d1=0.524, d2=0.304 g=3.029 2/2 [==============================] - 0s 13ms/step >43, 160/693, d1=0.491, d2=0.402 g=2.962 2/2 [==============================] - 0s 12ms/step >43, 161/693, d1=0.378, d2=0.419 g=3.033 2/2 [==============================] - 0s 13ms/step >43, 162/693, d1=0.305, d2=0.286 g=2.960 2/2 [==============================] - 0s 14ms/step >43, 163/693, d1=0.528, d2=0.271 g=3.605 2/2 [==============================] - 0s 13ms/step >43, 164/693, d1=0.349, d2=0.379 g=3.494 2/2 [==============================] - 0s 14ms/step >43, 165/693, d1=0.451, d2=0.277 g=3.286 2/2 [==============================] - 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0s 12ms/step >43, 188/693, d1=0.530, d2=0.497 g=3.516 2/2 [==============================] - 0s 14ms/step >43, 189/693, d1=0.354, d2=0.252 g=3.536 2/2 [==============================] - 0s 13ms/step >43, 190/693, d1=0.384, d2=0.245 g=3.553 2/2 [==============================] - 0s 13ms/step >43, 191/693, d1=0.345, d2=0.371 g=2.981 2/2 [==============================] - 0s 14ms/step >43, 192/693, d1=0.355, d2=0.365 g=2.809 2/2 [==============================] - 0s 13ms/step >43, 193/693, d1=0.387, d2=0.321 g=3.185 2/2 [==============================] - 0s 14ms/step >43, 194/693, d1=0.445, d2=0.344 g=3.272 2/2 [==============================] - 0s 14ms/step >43, 195/693, d1=0.361, d2=0.331 g=3.084 2/2 [==============================] - 0s 14ms/step >43, 196/693, d1=0.470, d2=0.238 g=3.529 2/2 [==============================] - 0s 12ms/step >43, 197/693, d1=0.457, d2=0.318 g=2.741 2/2 [==============================] - 0s 15ms/step >43, 198/693, d1=0.300, d2=0.321 g=4.820 2/2 [==============================] - 0s 13ms/step >43, 199/693, d1=0.521, d2=0.350 g=3.447 2/2 [==============================] - 0s 13ms/step >43, 200/693, d1=0.375, d2=0.393 g=3.250 2/2 [==============================] - 0s 14ms/step >43, 201/693, d1=0.467, d2=0.404 g=3.157 2/2 [==============================] - 0s 14ms/step >43, 202/693, d1=0.468, d2=0.336 g=3.038 2/2 [==============================] - 0s 13ms/step >43, 203/693, d1=0.426, d2=0.279 g=2.843 2/2 [==============================] - 0s 13ms/step >43, 204/693, d1=0.368, d2=0.300 g=4.265 2/2 [==============================] - 0s 12ms/step >43, 205/693, d1=0.413, d2=0.288 g=3.344 2/2 [==============================] - 0s 13ms/step >43, 206/693, d1=0.400, d2=0.299 g=3.278 2/2 [==============================] - 0s 14ms/step >43, 207/693, d1=0.376, d2=0.291 g=3.670 2/2 [==============================] - 0s 12ms/step >43, 208/693, d1=0.218, d2=0.264 g=3.558 2/2 [==============================] - 0s 14ms/step >43, 209/693, d1=0.427, d2=0.367 g=3.499 2/2 [==============================] - 0s 15ms/step >43, 210/693, d1=0.394, d2=0.355 g=3.250 2/2 [==============================] - 0s 15ms/step >43, 211/693, d1=0.559, d2=0.309 g=3.979 2/2 [==============================] - 0s 14ms/step >43, 212/693, d1=0.321, d2=0.361 g=3.244 2/2 [==============================] - 0s 12ms/step >43, 213/693, d1=0.589, d2=0.312 g=2.257 2/2 [==============================] - 0s 14ms/step >43, 214/693, d1=0.403, d2=0.530 g=2.411 2/2 [==============================] - 0s 13ms/step >43, 215/693, d1=0.337, d2=0.252 g=3.311 2/2 [==============================] - 0s 13ms/step >43, 216/693, d1=0.425, d2=0.271 g=3.423 2/2 [==============================] - 0s 12ms/step >43, 217/693, d1=0.337, d2=0.214 g=3.190 2/2 [==============================] - 0s 13ms/step >43, 218/693, d1=0.495, d2=0.617 g=3.162 2/2 [==============================] - 0s 13ms/step >43, 219/693, d1=0.471, d2=0.360 g=2.552 2/2 [==============================] - 0s 13ms/step >43, 220/693, d1=0.395, d2=0.309 g=3.288 2/2 [==============================] - 0s 14ms/step >43, 221/693, d1=0.476, d2=0.389 g=3.539 2/2 [==============================] - 0s 14ms/step >43, 222/693, d1=0.358, d2=0.356 g=2.537 2/2 [==============================] - 0s 12ms/step >43, 223/693, d1=0.416, d2=0.499 g=2.521 2/2 [==============================] - 0s 12ms/step >43, 224/693, d1=0.378, d2=0.276 g=3.618 2/2 [==============================] - 0s 14ms/step >43, 225/693, d1=0.474, d2=0.327 g=3.010 2/2 [==============================] - 0s 16ms/step >43, 226/693, d1=0.428, d2=0.309 g=4.541 2/2 [==============================] - 0s 14ms/step >43, 227/693, d1=0.426, d2=0.322 g=3.907 2/2 [==============================] - 0s 14ms/step >43, 228/693, d1=0.384, d2=0.412 g=2.544 2/2 [==============================] - 0s 14ms/step >43, 229/693, d1=0.394, d2=0.374 g=3.638 2/2 [==============================] - 0s 14ms/step >43, 230/693, d1=0.300, d2=0.274 g=3.609 2/2 [==============================] - 0s 13ms/step >43, 231/693, d1=0.364, d2=0.323 g=3.429 2/2 [==============================] - 0s 13ms/step >43, 232/693, d1=0.493, d2=0.315 g=3.001 2/2 [==============================] - 0s 12ms/step >43, 233/693, d1=0.329, d2=0.325 g=2.893 2/2 [==============================] - 0s 16ms/step >43, 234/693, d1=0.239, d2=0.321 g=3.187 2/2 [==============================] - 0s 13ms/step >43, 235/693, d1=0.284, d2=0.346 g=3.137 2/2 [==============================] - 0s 15ms/step >43, 236/693, d1=0.575, d2=0.248 g=3.069 2/2 [==============================] - 0s 14ms/step >43, 237/693, d1=0.269, d2=0.395 g=3.208 2/2 [==============================] - 0s 13ms/step >43, 238/693, d1=0.501, d2=0.382 g=3.032 2/2 [==============================] - 0s 14ms/step >43, 239/693, d1=0.375, d2=0.304 g=2.464 2/2 [==============================] - 0s 13ms/step >43, 240/693, d1=0.582, d2=0.427 g=2.560 2/2 [==============================] - 0s 11ms/step >43, 241/693, d1=0.311, d2=0.341 g=3.018 2/2 [==============================] - 0s 15ms/step >43, 242/693, d1=0.326, d2=0.259 g=3.033 2/2 [==============================] - 0s 12ms/step >43, 243/693, d1=0.526, d2=0.362 g=3.457 2/2 [==============================] - 0s 12ms/step >43, 244/693, d1=0.440, d2=0.447 g=3.668 2/2 [==============================] - 0s 14ms/step >43, 245/693, d1=0.307, d2=0.310 g=4.423 2/2 [==============================] - 0s 14ms/step >43, 246/693, d1=0.342, d2=0.274 g=2.277 2/2 [==============================] - 0s 13ms/step >43, 247/693, d1=0.477, d2=0.428 g=2.035 2/2 [==============================] - 0s 14ms/step >43, 248/693, d1=0.512, d2=0.322 g=3.180 2/2 [==============================] - 0s 13ms/step >43, 249/693, d1=0.396, d2=0.262 g=2.182 2/2 [==============================] - 0s 12ms/step >43, 250/693, d1=0.389, d2=0.463 g=3.202 2/2 [==============================] - 0s 13ms/step >43, 251/693, d1=0.351, d2=0.335 g=4.159 2/2 [==============================] - 0s 13ms/step >43, 252/693, d1=0.524, d2=0.335 g=3.883 2/2 [==============================] - 0s 14ms/step >43, 253/693, d1=0.446, d2=0.274 g=2.730 2/2 [==============================] - 0s 13ms/step >43, 254/693, d1=0.340, d2=0.471 g=4.915 2/2 [==============================] - 0s 14ms/step >43, 255/693, d1=0.619, d2=0.346 g=2.662 2/2 [==============================] - 0s 14ms/step >43, 256/693, d1=0.344, d2=0.382 g=3.886 2/2 [==============================] - 0s 13ms/step >43, 257/693, d1=0.495, d2=0.401 g=3.812 2/2 [==============================] - 0s 12ms/step >43, 258/693, d1=0.367, d2=0.308 g=2.939 2/2 [==============================] - 0s 12ms/step >43, 259/693, d1=0.422, d2=0.385 g=2.633 2/2 [==============================] - 0s 14ms/step >43, 260/693, d1=0.473, d2=0.358 g=2.528 2/2 [==============================] - 0s 12ms/step >43, 261/693, d1=0.352, d2=0.300 g=3.183 2/2 [==============================] - 0s 12ms/step >43, 262/693, d1=0.395, d2=0.298 g=3.534 2/2 [==============================] - 0s 15ms/step >43, 263/693, d1=0.350, d2=0.445 g=2.865 2/2 [==============================] - 0s 12ms/step >43, 264/693, d1=0.508, d2=0.336 g=3.583 2/2 [==============================] - 0s 13ms/step >43, 265/693, d1=0.505, d2=0.402 g=2.937 2/2 [==============================] - 0s 13ms/step >43, 266/693, d1=0.365, d2=0.533 g=3.734 2/2 [==============================] - 0s 13ms/step >43, 267/693, d1=0.682, d2=0.297 g=4.092 2/2 [==============================] - 0s 13ms/step >43, 268/693, d1=0.645, d2=0.327 g=4.212 2/2 [==============================] - 0s 11ms/step >43, 269/693, d1=0.304, d2=0.469 g=3.998 2/2 [==============================] - 0s 14ms/step >43, 270/693, d1=0.490, d2=0.415 g=3.136 2/2 [==============================] - 0s 14ms/step >43, 271/693, d1=0.423, d2=0.371 g=4.038 2/2 [==============================] - 0s 15ms/step >43, 272/693, d1=0.398, d2=0.321 g=4.427 2/2 [==============================] - 0s 14ms/step >43, 273/693, d1=0.401, d2=0.312 g=2.723 2/2 [==============================] - 0s 11ms/step >43, 274/693, d1=0.419, d2=0.276 g=3.059 2/2 [==============================] - 0s 14ms/step >43, 275/693, d1=0.286, d2=0.247 g=2.925 2/2 [==============================] - 0s 12ms/step >43, 276/693, d1=0.394, d2=0.338 g=3.077 2/2 [==============================] - 0s 13ms/step >43, 277/693, d1=0.310, d2=0.406 g=3.280 2/2 [==============================] - 0s 13ms/step >43, 278/693, d1=0.374, d2=0.348 g=2.732 2/2 [==============================] - 0s 12ms/step >43, 279/693, d1=0.481, d2=0.288 g=2.746 2/2 [==============================] - 0s 13ms/step >43, 280/693, d1=0.565, d2=0.368 g=2.165 2/2 [==============================] - 0s 13ms/step >43, 281/693, d1=0.378, d2=0.412 g=3.098 2/2 [==============================] - 0s 14ms/step >43, 282/693, d1=0.381, d2=0.394 g=2.998 2/2 [==============================] - 0s 13ms/step >43, 283/693, d1=0.220, d2=0.358 g=4.249 2/2 [==============================] - 0s 13ms/step >43, 284/693, d1=0.487, d2=0.204 g=3.765 2/2 [==============================] - 0s 13ms/step >43, 285/693, d1=0.445, d2=0.319 g=2.686 2/2 [==============================] - 0s 14ms/step >43, 286/693, d1=0.387, d2=0.276 g=3.103 2/2 [==============================] - 0s 14ms/step >43, 287/693, d1=0.469, d2=0.505 g=3.818 2/2 [==============================] - 0s 15ms/step >43, 288/693, d1=0.348, d2=0.417 g=2.574 2/2 [==============================] - 0s 15ms/step >43, 289/693, d1=0.517, d2=0.359 g=3.132 2/2 [==============================] - 0s 14ms/step >43, 290/693, d1=0.543, d2=0.342 g=2.591 2/2 [==============================] - 0s 14ms/step >43, 291/693, d1=0.480, d2=0.473 g=2.911 2/2 [==============================] - 0s 13ms/step >43, 292/693, d1=0.299, d2=0.377 g=3.607 2/2 [==============================] - 0s 14ms/step >43, 293/693, d1=0.635, d2=0.386 g=4.517 2/2 [==============================] - 0s 13ms/step >43, 294/693, d1=0.346, d2=0.254 g=2.731 2/2 [==============================] - 0s 15ms/step >43, 295/693, d1=0.508, d2=0.411 g=3.265 2/2 [==============================] - 0s 14ms/step >43, 296/693, d1=0.462, d2=0.408 g=3.033 2/2 [==============================] - 0s 13ms/step >43, 297/693, d1=0.630, d2=0.348 g=2.589 2/2 [==============================] - 0s 14ms/step >43, 298/693, d1=0.349, d2=0.369 g=2.281 2/2 [==============================] - 0s 13ms/step >43, 299/693, d1=0.414, d2=0.437 g=2.947 2/2 [==============================] - 0s 12ms/step >43, 300/693, d1=0.402, d2=0.335 g=3.481 2/2 [==============================] - 0s 12ms/step >43, 301/693, d1=0.435, d2=0.364 g=3.068 2/2 [==============================] - 0s 13ms/step >43, 302/693, d1=0.398, d2=0.294 g=2.402 2/2 [==============================] - 0s 12ms/step >43, 303/693, d1=0.397, d2=0.423 g=2.595 2/2 [==============================] - 0s 14ms/step >43, 304/693, d1=0.437, d2=0.365 g=3.831 2/2 [==============================] - 0s 13ms/step >43, 305/693, d1=0.408, d2=0.442 g=2.957 2/2 [==============================] - 0s 14ms/step >43, 306/693, d1=0.391, d2=0.250 g=3.804 2/2 [==============================] - 0s 14ms/step >43, 307/693, d1=0.359, d2=0.297 g=3.086 2/2 [==============================] - 0s 12ms/step >43, 308/693, d1=0.324, d2=0.324 g=2.476 2/2 [==============================] - 0s 12ms/step >43, 309/693, d1=0.355, d2=0.363 g=3.055 2/2 [==============================] - 0s 14ms/step >43, 310/693, d1=0.328, d2=0.372 g=3.453 2/2 [==============================] - 0s 12ms/step >43, 311/693, d1=0.551, d2=0.335 g=3.528 2/2 [==============================] - 0s 13ms/step >43, 312/693, d1=0.382, d2=0.268 g=2.565 2/2 [==============================] - 0s 13ms/step >43, 313/693, d1=0.404, d2=0.291 g=2.917 2/2 [==============================] - 0s 15ms/step >43, 314/693, d1=0.484, d2=0.418 g=3.417 2/2 [==============================] - 0s 12ms/step >43, 315/693, d1=0.395, d2=0.339 g=2.649 2/2 [==============================] - 0s 12ms/step >43, 316/693, d1=0.530, d2=0.405 g=2.941 2/2 [==============================] - 0s 15ms/step >43, 317/693, d1=0.410, d2=0.316 g=2.192 2/2 [==============================] - 0s 13ms/step >43, 318/693, d1=0.413, d2=0.410 g=2.815 2/2 [==============================] - 0s 12ms/step >43, 319/693, d1=0.352, d2=0.346 g=4.405 2/2 [==============================] - 0s 13ms/step >43, 320/693, d1=0.369, d2=0.317 g=3.238 2/2 [==============================] - 0s 14ms/step >43, 321/693, d1=0.446, d2=0.283 g=3.313 2/2 [==============================] - 0s 13ms/step >43, 322/693, d1=0.452, d2=0.480 g=2.617 2/2 [==============================] - 0s 14ms/step >43, 323/693, d1=0.326, d2=0.402 g=2.990 2/2 [==============================] - 0s 12ms/step >43, 324/693, d1=0.455, d2=0.355 g=2.596 2/2 [==============================] - 0s 12ms/step >43, 325/693, d1=0.497, d2=0.287 g=4.046 2/2 [==============================] - 0s 13ms/step >43, 326/693, d1=0.312, d2=0.349 g=4.665 2/2 [==============================] - 0s 14ms/step >43, 327/693, d1=0.400, d2=0.369 g=2.719 2/2 [==============================] - 0s 14ms/step >43, 328/693, d1=0.444, d2=0.288 g=3.379 2/2 [==============================] - 0s 13ms/step >43, 329/693, d1=0.357, d2=0.323 g=3.079 2/2 [==============================] - 0s 13ms/step >43, 330/693, d1=0.490, d2=0.421 g=2.970 2/2 [==============================] - 0s 14ms/step >43, 331/693, d1=0.317, d2=0.351 g=3.318 2/2 [==============================] - 0s 13ms/step >43, 332/693, d1=0.444, d2=0.317 g=2.571 2/2 [==============================] - 0s 12ms/step >43, 333/693, d1=0.348, d2=0.296 g=3.166 2/2 [==============================] - 0s 13ms/step >43, 334/693, d1=0.353, d2=0.291 g=3.077 2/2 [==============================] - 0s 13ms/step >43, 335/693, d1=0.284, d2=0.305 g=3.477 2/2 [==============================] - 0s 14ms/step >43, 336/693, d1=0.417, d2=0.440 g=2.288 2/2 [==============================] - 0s 14ms/step >43, 337/693, d1=0.471, d2=0.307 g=3.089 2/2 [==============================] - 0s 13ms/step >43, 338/693, d1=0.381, d2=0.331 g=2.772 2/2 [==============================] - 0s 14ms/step >43, 339/693, d1=0.385, d2=0.351 g=3.190 2/2 [==============================] - 0s 13ms/step >43, 340/693, d1=0.456, d2=0.290 g=2.671 2/2 [==============================] - 0s 12ms/step >43, 341/693, d1=0.446, d2=0.329 g=2.654 2/2 [==============================] - 0s 14ms/step >43, 342/693, d1=0.277, d2=0.286 g=2.916 2/2 [==============================] - 0s 12ms/step >43, 343/693, d1=0.392, d2=0.503 g=2.562 2/2 [==============================] - 0s 14ms/step >43, 344/693, d1=0.475, d2=0.276 g=3.023 2/2 [==============================] - 0s 15ms/step >43, 345/693, d1=0.692, d2=0.355 g=2.348 2/2 [==============================] - 0s 13ms/step >43, 346/693, d1=0.204, d2=0.257 g=2.498 2/2 [==============================] - 0s 15ms/step >43, 347/693, d1=0.440, d2=0.451 g=3.383 2/2 [==============================] - 0s 13ms/step >43, 348/693, d1=0.384, d2=0.369 g=3.277 2/2 [==============================] - 0s 13ms/step >43, 349/693, d1=0.600, d2=0.331 g=2.363 2/2 [==============================] - 0s 15ms/step >43, 350/693, d1=0.272, d2=0.357 g=2.507 2/2 [==============================] - 0s 15ms/step >43, 351/693, d1=0.424, d2=0.385 g=2.798 2/2 [==============================] - 0s 13ms/step >43, 352/693, d1=0.516, d2=0.448 g=3.535 2/2 [==============================] - 0s 12ms/step >43, 353/693, d1=0.307, d2=0.324 g=3.134 2/2 [==============================] - 0s 13ms/step >43, 354/693, d1=0.653, d2=0.313 g=2.074 2/2 [==============================] - 0s 15ms/step >43, 355/693, d1=0.466, d2=0.373 g=2.727 2/2 [==============================] - 0s 14ms/step >43, 356/693, d1=0.336, d2=0.294 g=2.691 2/2 [==============================] - 0s 13ms/step >43, 357/693, d1=0.559, d2=0.391 g=2.987 2/2 [==============================] - 0s 14ms/step >43, 358/693, d1=0.556, d2=0.320 g=2.273 2/2 [==============================] - 0s 13ms/step >43, 359/693, d1=0.337, d2=0.475 g=3.650 2/2 [==============================] - 0s 14ms/step >43, 360/693, d1=0.466, d2=0.304 g=3.279 2/2 [==============================] - 0s 13ms/step >43, 361/693, d1=0.372, d2=0.327 g=3.078 2/2 [==============================] - 0s 13ms/step >43, 362/693, d1=0.267, d2=0.430 g=3.090 2/2 [==============================] - 0s 14ms/step >43, 363/693, d1=0.435, d2=0.288 g=2.835 2/2 [==============================] - 0s 16ms/step >43, 364/693, d1=0.287, d2=0.260 g=3.278 2/2 [==============================] - 0s 12ms/step >43, 365/693, d1=0.349, d2=0.308 g=2.720 2/2 [==============================] - 0s 16ms/step >43, 366/693, d1=0.338, d2=0.347 g=4.006 2/2 [==============================] - 0s 14ms/step >43, 367/693, d1=0.317, d2=0.271 g=2.591 2/2 [==============================] - 0s 15ms/step >43, 368/693, d1=0.315, d2=0.422 g=3.024 2/2 [==============================] - 0s 12ms/step >43, 369/693, d1=0.439, d2=0.384 g=3.164 2/2 [==============================] - 0s 13ms/step >43, 370/693, d1=0.399, d2=0.380 g=2.111 2/2 [==============================] - 0s 13ms/step >43, 371/693, d1=0.483, d2=0.366 g=3.957 2/2 [==============================] - 0s 13ms/step >43, 372/693, d1=0.340, d2=0.231 g=3.246 2/2 [==============================] - 0s 13ms/step >43, 373/693, d1=0.446, d2=0.270 g=3.234 2/2 [==============================] - 0s 15ms/step >43, 374/693, d1=0.347, d2=0.336 g=2.385 2/2 [==============================] - 0s 14ms/step >43, 375/693, d1=0.610, d2=0.386 g=2.675 2/2 [==============================] - 0s 14ms/step >43, 376/693, d1=0.496, d2=0.392 g=4.546 2/2 [==============================] - 0s 12ms/step >43, 377/693, d1=0.359, d2=0.223 g=3.046 2/2 [==============================] - 0s 13ms/step >43, 378/693, d1=0.478, d2=0.260 g=2.428 2/2 [==============================] - 0s 12ms/step >43, 379/693, d1=0.446, d2=0.276 g=3.098 2/2 [==============================] - 0s 13ms/step >43, 380/693, d1=0.343, d2=0.426 g=2.892 2/2 [==============================] - 0s 14ms/step >43, 381/693, d1=0.469, d2=0.390 g=2.962 2/2 [==============================] - 0s 12ms/step >43, 382/693, d1=0.329, d2=0.312 g=3.231 2/2 [==============================] - 0s 13ms/step >43, 383/693, d1=0.342, d2=0.345 g=2.936 2/2 [==============================] - 0s 14ms/step >43, 384/693, d1=0.476, d2=0.268 g=2.702 2/2 [==============================] - 0s 15ms/step >43, 385/693, d1=0.396, d2=0.308 g=2.478 2/2 [==============================] - 0s 13ms/step >43, 386/693, d1=0.340, d2=0.424 g=2.966 2/2 [==============================] - 0s 15ms/step >43, 387/693, d1=0.470, d2=0.363 g=2.787 2/2 [==============================] - 0s 14ms/step >43, 388/693, d1=0.286, d2=0.382 g=3.059 2/2 [==============================] - 0s 14ms/step >43, 389/693, d1=0.356, d2=0.295 g=3.007 2/2 [==============================] - 0s 13ms/step >43, 390/693, d1=0.269, d2=0.411 g=2.725 2/2 [==============================] - 0s 14ms/step >43, 391/693, d1=0.441, d2=0.318 g=3.065 2/2 [==============================] - 0s 14ms/step >43, 392/693, d1=0.622, d2=0.266 g=3.054 2/2 [==============================] - 0s 14ms/step >43, 393/693, d1=0.331, d2=0.465 g=3.396 2/2 [==============================] - 0s 12ms/step >43, 394/693, d1=0.512, d2=0.264 g=3.170 2/2 [==============================] - 0s 13ms/step >43, 395/693, d1=0.461, d2=0.478 g=2.823 2/2 [==============================] - 0s 13ms/step >43, 396/693, d1=0.272, d2=0.345 g=3.676 2/2 [==============================] - 0s 14ms/step >43, 397/693, d1=0.393, d2=0.325 g=2.390 2/2 [==============================] - 0s 13ms/step >43, 398/693, d1=0.314, d2=0.354 g=2.268 2/2 [==============================] - 0s 16ms/step >43, 399/693, d1=0.412, d2=0.316 g=3.132 2/2 [==============================] - 0s 15ms/step >43, 400/693, d1=0.504, d2=0.351 g=2.514 2/2 [==============================] - 0s 14ms/step >43, 401/693, d1=0.420, d2=0.416 g=3.625 2/2 [==============================] - 0s 15ms/step >43, 402/693, d1=0.318, d2=0.353 g=3.521 2/2 [==============================] - 0s 16ms/step >43, 403/693, d1=0.494, d2=0.315 g=3.017 2/2 [==============================] - 0s 12ms/step >43, 404/693, d1=0.466, d2=0.452 g=2.825 2/2 [==============================] - 0s 14ms/step >43, 405/693, d1=0.351, d2=0.437 g=3.286 2/2 [==============================] - 0s 12ms/step >43, 406/693, d1=0.512, d2=0.242 g=3.086 2/2 [==============================] - 0s 15ms/step >43, 407/693, d1=0.369, d2=0.409 g=3.085 2/2 [==============================] - 0s 14ms/step >43, 408/693, d1=0.432, d2=0.395 g=2.113 2/2 [==============================] - 0s 12ms/step >43, 409/693, d1=0.473, d2=0.322 g=2.369 2/2 [==============================] - 0s 14ms/step >43, 410/693, d1=0.435, d2=0.335 g=3.107 2/2 [==============================] - 0s 12ms/step >43, 411/693, d1=0.260, d2=0.349 g=2.239 2/2 [==============================] - 0s 13ms/step >43, 412/693, d1=0.328, d2=0.331 g=2.441 2/2 [==============================] - 0s 14ms/step >43, 413/693, d1=0.449, d2=0.286 g=2.540 2/2 [==============================] - 0s 13ms/step >43, 414/693, d1=0.460, d2=0.290 g=2.323 2/2 [==============================] - 0s 14ms/step >43, 415/693, d1=0.429, d2=0.419 g=2.836 2/2 [==============================] - 0s 16ms/step >43, 416/693, d1=0.279, d2=0.325 g=2.838 2/2 [==============================] - 0s 15ms/step >43, 417/693, d1=0.548, d2=0.234 g=3.733 2/2 [==============================] - 0s 11ms/step >43, 418/693, d1=0.323, d2=0.321 g=2.679 2/2 [==============================] - 0s 15ms/step >43, 419/693, d1=0.368, d2=0.437 g=4.083 2/2 [==============================] - 0s 12ms/step >43, 420/693, d1=0.439, d2=0.480 g=3.138 2/2 [==============================] - 0s 13ms/step >43, 421/693, d1=0.487, d2=0.300 g=2.737 2/2 [==============================] - 0s 14ms/step >43, 422/693, d1=0.397, d2=0.351 g=2.975 2/2 [==============================] - 0s 11ms/step >43, 423/693, d1=0.407, d2=0.413 g=3.136 2/2 [==============================] - 0s 17ms/step >43, 424/693, d1=0.519, d2=0.264 g=3.576 2/2 [==============================] - 0s 15ms/step >43, 425/693, d1=0.423, d2=0.317 g=2.219 2/2 [==============================] - 0s 15ms/step >43, 426/693, d1=0.366, d2=0.478 g=4.018 2/2 [==============================] - 0s 14ms/step >43, 427/693, d1=0.365, d2=0.365 g=1.819 2/2 [==============================] - 0s 12ms/step >43, 428/693, d1=0.373, d2=0.269 g=2.714 2/2 [==============================] - 0s 13ms/step >43, 429/693, d1=0.544, d2=0.402 g=2.752 2/2 [==============================] - 0s 14ms/step >43, 430/693, d1=0.315, d2=0.332 g=2.677 2/2 [==============================] - 0s 13ms/step >43, 431/693, d1=0.462, d2=0.356 g=2.840 2/2 [==============================] - 0s 14ms/step >43, 432/693, d1=0.374, d2=0.363 g=2.282 2/2 [==============================] - 0s 14ms/step >43, 433/693, d1=0.525, d2=0.286 g=2.403 2/2 [==============================] - 0s 14ms/step >43, 434/693, d1=0.380, d2=0.355 g=2.924 2/2 [==============================] - 0s 14ms/step >43, 435/693, d1=0.341, d2=0.330 g=2.335 2/2 [==============================] - 0s 16ms/step >43, 436/693, d1=0.394, d2=0.300 g=3.792 2/2 [==============================] - 0s 14ms/step >43, 437/693, d1=0.356, d2=0.499 g=4.615 2/2 [==============================] - 0s 14ms/step >43, 438/693, d1=0.497, d2=0.297 g=2.673 2/2 [==============================] - 0s 15ms/step >43, 439/693, d1=0.434, d2=0.318 g=2.686 2/2 [==============================] - 0s 14ms/step >43, 440/693, d1=0.393, d2=0.409 g=3.773 2/2 [==============================] - 0s 13ms/step >43, 441/693, d1=0.454, d2=0.320 g=3.274 2/2 [==============================] - 0s 13ms/step >43, 442/693, d1=0.336, d2=0.357 g=4.408 2/2 [==============================] - 0s 14ms/step >43, 443/693, d1=0.526, d2=0.512 g=4.000 2/2 [==============================] - 0s 12ms/step >43, 444/693, d1=0.402, d2=0.322 g=2.782 2/2 [==============================] - 0s 14ms/step >43, 445/693, d1=0.366, d2=0.359 g=2.366 2/2 [==============================] - 0s 14ms/step >43, 446/693, d1=0.589, d2=0.494 g=2.617 2/2 [==============================] - 0s 13ms/step >43, 447/693, d1=0.450, d2=0.439 g=3.574 2/2 [==============================] - 0s 13ms/step >43, 448/693, d1=0.463, d2=0.350 g=2.510 2/2 [==============================] - 0s 12ms/step >43, 449/693, d1=0.527, d2=0.350 g=2.231 2/2 [==============================] - 0s 12ms/step >43, 450/693, d1=0.286, d2=0.339 g=3.326 2/2 [==============================] - 0s 15ms/step >43, 451/693, d1=0.503, d2=0.360 g=3.019 2/2 [==============================] - 0s 16ms/step >43, 452/693, d1=0.295, d2=0.309 g=2.465 2/2 [==============================] - 0s 13ms/step >43, 453/693, d1=0.323, d2=0.286 g=2.951 2/2 [==============================] - 0s 13ms/step >43, 454/693, d1=0.337, d2=0.336 g=2.700 2/2 [==============================] - 0s 12ms/step >43, 455/693, d1=0.332, d2=0.440 g=2.834 2/2 [==============================] - 0s 12ms/step >43, 456/693, d1=0.542, d2=0.386 g=3.467 2/2 [==============================] - 0s 13ms/step >43, 457/693, d1=0.398, d2=0.343 g=3.743 2/2 [==============================] - 0s 12ms/step >43, 458/693, d1=0.341, d2=0.339 g=2.702 2/2 [==============================] - 0s 13ms/step >43, 459/693, d1=0.350, d2=0.293 g=3.157 2/2 [==============================] - 0s 13ms/step >43, 460/693, d1=0.656, d2=0.338 g=3.218 2/2 [==============================] - 0s 12ms/step >43, 461/693, d1=0.265, d2=0.312 g=1.944 2/2 [==============================] - 0s 15ms/step >43, 462/693, d1=0.327, d2=0.316 g=2.957 2/2 [==============================] - 0s 13ms/step >43, 463/693, d1=0.391, d2=0.402 g=3.234 2/2 [==============================] - 0s 13ms/step >43, 464/693, d1=0.335, d2=0.263 g=2.741 2/2 [==============================] - 0s 14ms/step >43, 465/693, d1=0.491, d2=0.354 g=3.204 2/2 [==============================] - 0s 12ms/step >43, 466/693, d1=0.426, d2=0.349 g=3.195 2/2 [==============================] - 0s 12ms/step >43, 467/693, d1=0.376, d2=0.454 g=3.429 2/2 [==============================] - 0s 12ms/step >43, 468/693, d1=0.345, d2=0.286 g=2.901 2/2 [==============================] - 0s 16ms/step >43, 469/693, d1=0.462, d2=0.251 g=3.260 2/2 [==============================] - 0s 13ms/step >43, 470/693, d1=0.473, d2=0.372 g=2.903 2/2 [==============================] - 0s 12ms/step >43, 471/693, d1=0.308, d2=0.320 g=2.374 2/2 [==============================] - 0s 12ms/step >43, 472/693, d1=0.323, d2=0.319 g=3.195 2/2 [==============================] - 0s 13ms/step >43, 473/693, d1=0.511, d2=0.384 g=2.828 2/2 [==============================] - 0s 13ms/step >43, 474/693, d1=0.344, d2=0.270 g=2.788 2/2 [==============================] - 0s 13ms/step >43, 475/693, d1=0.421, d2=0.296 g=2.315 2/2 [==============================] - 0s 12ms/step >43, 476/693, d1=0.326, d2=0.417 g=4.140 2/2 [==============================] - 0s 12ms/step >43, 477/693, d1=0.488, d2=0.356 g=2.780 2/2 [==============================] - 0s 12ms/step >43, 478/693, d1=0.453, d2=0.357 g=2.650 2/2 [==============================] - 0s 12ms/step >43, 479/693, d1=0.424, d2=0.494 g=2.430 2/2 [==============================] - 0s 12ms/step >43, 480/693, d1=0.368, d2=0.302 g=3.418 2/2 [==============================] - 0s 13ms/step >43, 481/693, d1=0.533, d2=0.294 g=2.566 2/2 [==============================] - 0s 14ms/step >43, 482/693, d1=0.254, d2=0.293 g=3.168 2/2 [==============================] - 0s 13ms/step >43, 483/693, d1=0.245, d2=0.338 g=2.753 2/2 [==============================] - 0s 14ms/step >43, 484/693, d1=0.510, d2=0.315 g=3.471 2/2 [==============================] - 0s 15ms/step >43, 485/693, d1=0.625, d2=0.345 g=2.984 2/2 [==============================] - 0s 14ms/step >43, 486/693, d1=0.317, d2=0.535 g=2.908 2/2 [==============================] - 0s 14ms/step >43, 487/693, d1=0.395, d2=0.400 g=3.350 2/2 [==============================] - 0s 12ms/step >43, 488/693, d1=0.493, d2=0.347 g=3.253 2/2 [==============================] - 0s 12ms/step >43, 489/693, d1=0.395, d2=0.314 g=4.619 2/2 [==============================] - 0s 13ms/step >43, 490/693, d1=0.482, d2=0.372 g=3.189 2/2 [==============================] - 0s 14ms/step >43, 491/693, d1=0.269, d2=0.362 g=2.876 2/2 [==============================] - 0s 12ms/step >43, 492/693, d1=0.417, d2=0.262 g=3.125 2/2 [==============================] - 0s 13ms/step >43, 493/693, d1=0.644, d2=0.339 g=2.967 2/2 [==============================] - 0s 14ms/step >43, 494/693, d1=0.302, d2=0.405 g=3.802 2/2 [==============================] - 0s 13ms/step >43, 495/693, d1=0.390, d2=0.453 g=3.901 2/2 [==============================] - 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0s 13ms/step >43, 518/693, d1=0.213, d2=0.294 g=3.144 2/2 [==============================] - 0s 14ms/step >43, 519/693, d1=0.551, d2=0.409 g=3.586 2/2 [==============================] - 0s 13ms/step >43, 520/693, d1=0.652, d2=0.305 g=2.956 2/2 [==============================] - 0s 14ms/step >43, 521/693, d1=0.347, d2=0.445 g=2.274 2/2 [==============================] - 0s 13ms/step >43, 522/693, d1=0.383, d2=0.400 g=3.592 2/2 [==============================] - 0s 13ms/step >43, 523/693, d1=0.482, d2=0.394 g=4.726 2/2 [==============================] - 0s 12ms/step >43, 524/693, d1=0.334, d2=0.337 g=3.304 2/2 [==============================] - 0s 14ms/step >43, 525/693, d1=0.431, d2=0.308 g=3.612 2/2 [==============================] - 0s 13ms/step >43, 526/693, d1=0.326, d2=0.329 g=3.017 2/2 [==============================] - 0s 13ms/step >43, 527/693, d1=0.442, d2=0.340 g=3.339 2/2 [==============================] - 0s 14ms/step >43, 528/693, d1=0.390, d2=0.364 g=2.894 2/2 [==============================] - 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0s 13ms/step >43, 573/693, d1=0.314, d2=0.379 g=2.735 2/2 [==============================] - 0s 15ms/step >43, 574/693, d1=0.438, d2=0.311 g=3.991 2/2 [==============================] - 0s 14ms/step >43, 575/693, d1=0.453, d2=0.388 g=2.377 2/2 [==============================] - 0s 11ms/step >43, 576/693, d1=0.447, d2=0.300 g=2.410 2/2 [==============================] - 0s 14ms/step >43, 577/693, d1=0.476, d2=0.380 g=3.388 2/2 [==============================] - 0s 13ms/step >43, 578/693, d1=0.458, d2=0.369 g=2.870 2/2 [==============================] - 0s 13ms/step >43, 579/693, d1=0.370, d2=0.324 g=2.178 2/2 [==============================] - 0s 13ms/step >43, 580/693, d1=0.308, d2=0.349 g=2.319 2/2 [==============================] - 0s 14ms/step >43, 581/693, d1=0.481, d2=0.267 g=2.549 2/2 [==============================] - 0s 13ms/step >43, 582/693, d1=0.339, d2=0.409 g=3.037 2/2 [==============================] - 0s 13ms/step >43, 583/693, d1=0.320, d2=0.286 g=3.425 2/2 [==============================] - 0s 13ms/step >43, 584/693, d1=0.395, d2=0.304 g=3.551 2/2 [==============================] - 0s 13ms/step >43, 585/693, d1=0.337, d2=0.295 g=3.783 2/2 [==============================] - 0s 14ms/step >43, 586/693, d1=0.392, d2=0.359 g=3.373 2/2 [==============================] - 0s 14ms/step >43, 587/693, d1=0.595, d2=0.379 g=2.806 2/2 [==============================] - 0s 14ms/step >43, 588/693, d1=0.282, d2=0.209 g=2.513 2/2 [==============================] - 0s 14ms/step >43, 589/693, d1=0.473, d2=0.342 g=3.502 2/2 [==============================] - 0s 13ms/step >43, 590/693, d1=0.399, d2=0.282 g=2.992 2/2 [==============================] - 0s 12ms/step >43, 591/693, d1=0.386, d2=0.380 g=2.760 2/2 [==============================] - 0s 16ms/step >43, 592/693, d1=0.354, d2=0.351 g=2.602 2/2 [==============================] - 0s 13ms/step >43, 593/693, d1=0.378, d2=0.390 g=2.937 2/2 [==============================] - 0s 13ms/step >43, 594/693, d1=0.478, d2=0.440 g=3.027 2/2 [==============================] - 0s 15ms/step >43, 595/693, d1=0.337, d2=0.260 g=3.535 2/2 [==============================] - 0s 13ms/step >43, 596/693, d1=0.598, d2=0.335 g=2.876 2/2 [==============================] - 0s 13ms/step >43, 597/693, d1=0.352, d2=0.335 g=3.356 2/2 [==============================] - 0s 14ms/step >43, 598/693, d1=0.280, d2=0.512 g=2.772 2/2 [==============================] - 0s 13ms/step >43, 599/693, d1=0.453, d2=0.264 g=3.791 2/2 [==============================] - 0s 13ms/step >43, 600/693, d1=0.393, d2=0.253 g=2.639 2/2 [==============================] - 0s 13ms/step >43, 601/693, d1=0.411, d2=0.248 g=2.553 2/2 [==============================] - 0s 14ms/step >43, 602/693, d1=0.414, d2=0.476 g=1.858 2/2 [==============================] - 0s 14ms/step >43, 603/693, d1=0.337, d2=0.358 g=2.311 2/2 [==============================] - 0s 11ms/step >43, 604/693, d1=0.467, d2=0.357 g=2.484 2/2 [==============================] - 0s 12ms/step >43, 605/693, d1=0.433, d2=0.342 g=3.614 2/2 [==============================] - 0s 13ms/step >43, 606/693, d1=0.403, d2=0.451 g=3.000 2/2 [==============================] - 0s 17ms/step >43, 607/693, d1=0.458, d2=0.318 g=3.495 2/2 [==============================] - 0s 13ms/step >43, 608/693, d1=0.409, d2=0.300 g=2.981 2/2 [==============================] - 0s 14ms/step >43, 609/693, d1=0.506, d2=0.509 g=3.537 2/2 [==============================] - 0s 12ms/step >43, 610/693, d1=0.435, d2=0.330 g=2.319 2/2 [==============================] - 0s 12ms/step >43, 611/693, d1=0.299, d2=0.340 g=2.818 2/2 [==============================] - 0s 12ms/step >43, 612/693, d1=0.389, d2=0.351 g=3.263 2/2 [==============================] - 0s 12ms/step >43, 613/693, d1=0.374, d2=0.381 g=3.899 2/2 [==============================] - 0s 14ms/step >43, 614/693, d1=0.454, d2=0.301 g=2.923 2/2 [==============================] - 0s 12ms/step >43, 615/693, d1=0.254, d2=0.303 g=2.603 2/2 [==============================] - 0s 13ms/step >43, 616/693, d1=0.399, d2=0.268 g=2.363 2/2 [==============================] - 0s 14ms/step >43, 617/693, d1=0.466, d2=0.346 g=2.959 2/2 [==============================] - 0s 14ms/step >43, 618/693, d1=0.386, d2=0.275 g=3.616 2/2 [==============================] - 0s 12ms/step >43, 619/693, d1=0.287, d2=0.316 g=2.708 2/2 [==============================] - 0s 13ms/step >43, 620/693, d1=0.341, d2=0.277 g=2.507 2/2 [==============================] - 0s 11ms/step >43, 621/693, d1=0.410, d2=0.394 g=2.867 2/2 [==============================] - 0s 12ms/step >43, 622/693, d1=0.321, d2=0.285 g=2.641 2/2 [==============================] - 0s 16ms/step >43, 623/693, d1=0.569, d2=0.480 g=3.318 2/2 [==============================] - 0s 13ms/step >43, 624/693, d1=0.428, d2=0.345 g=3.003 2/2 [==============================] - 0s 13ms/step >43, 625/693, d1=0.344, d2=0.301 g=2.525 2/2 [==============================] - 0s 13ms/step >43, 626/693, d1=0.410, d2=0.323 g=2.939 2/2 [==============================] - 0s 12ms/step >43, 627/693, d1=0.469, d2=0.281 g=2.216 2/2 [==============================] - 0s 14ms/step >43, 628/693, d1=0.267, d2=0.416 g=2.952 2/2 [==============================] - 0s 13ms/step >43, 629/693, d1=0.424, d2=0.259 g=2.813 2/2 [==============================] - 0s 14ms/step >43, 630/693, d1=0.366, d2=0.341 g=2.737 2/2 [==============================] - 0s 14ms/step >43, 631/693, d1=0.445, d2=0.250 g=2.838 2/2 [==============================] - 0s 13ms/step >43, 632/693, d1=0.374, d2=0.368 g=3.707 2/2 [==============================] - 0s 13ms/step >43, 633/693, d1=0.336, d2=0.347 g=3.347 2/2 [==============================] - 0s 14ms/step >43, 634/693, d1=0.551, d2=0.309 g=2.778 2/2 [==============================] - 0s 12ms/step >43, 635/693, d1=0.349, d2=0.395 g=2.795 2/2 [==============================] - 0s 14ms/step >43, 636/693, d1=0.446, d2=0.387 g=2.600 2/2 [==============================] - 0s 14ms/step >43, 637/693, d1=0.470, d2=0.336 g=3.044 2/2 [==============================] - 0s 11ms/step >43, 638/693, d1=0.318, d2=0.415 g=2.419 2/2 [==============================] - 0s 14ms/step >43, 639/693, d1=0.291, d2=0.241 g=3.031 2/2 [==============================] - 0s 12ms/step >43, 640/693, d1=0.529, d2=0.477 g=2.357 2/2 [==============================] - 0s 13ms/step >43, 641/693, d1=0.333, d2=0.399 g=3.017 2/2 [==============================] - 0s 12ms/step >43, 642/693, d1=0.441, d2=0.298 g=3.236 2/2 [==============================] - 0s 12ms/step >43, 643/693, d1=0.519, d2=0.308 g=3.216 2/2 [==============================] - 0s 14ms/step >43, 644/693, d1=0.404, d2=0.479 g=2.332 2/2 [==============================] - 0s 13ms/step >43, 645/693, d1=0.387, d2=0.393 g=2.890 2/2 [==============================] - 0s 14ms/step >43, 646/693, d1=0.500, d2=0.388 g=3.061 2/2 [==============================] - 0s 13ms/step >43, 647/693, d1=0.412, d2=0.362 g=2.419 2/2 [==============================] - 0s 14ms/step >43, 648/693, d1=0.423, d2=0.281 g=2.876 2/2 [==============================] - 0s 14ms/step >43, 649/693, d1=0.420, d2=0.317 g=2.994 2/2 [==============================] - 0s 13ms/step >43, 650/693, d1=0.452, d2=0.437 g=3.028 2/2 [==============================] - 0s 14ms/step >43, 651/693, d1=0.297, d2=0.315 g=2.572 2/2 [==============================] - 0s 13ms/step >43, 652/693, d1=0.351, d2=0.395 g=2.609 2/2 [==============================] - 0s 13ms/step >43, 653/693, d1=0.505, d2=0.331 g=2.684 2/2 [==============================] - 0s 14ms/step >43, 654/693, d1=0.351, d2=0.321 g=2.875 2/2 [==============================] - 0s 13ms/step >43, 655/693, d1=0.350, d2=0.372 g=2.406 2/2 [==============================] - 0s 13ms/step >43, 656/693, d1=0.342, d2=0.247 g=3.027 2/2 [==============================] - 0s 12ms/step >43, 657/693, d1=0.425, d2=0.266 g=2.736 2/2 [==============================] - 0s 14ms/step >43, 658/693, d1=0.272, d2=0.329 g=2.741 2/2 [==============================] - 0s 12ms/step >43, 659/693, d1=0.377, d2=0.372 g=2.972 2/2 [==============================] - 0s 14ms/step >43, 660/693, d1=0.413, d2=0.428 g=2.989 2/2 [==============================] - 0s 14ms/step >43, 661/693, d1=0.379, d2=0.320 g=3.067 2/2 [==============================] - 0s 12ms/step >43, 662/693, d1=0.537, d2=0.315 g=2.967 2/2 [==============================] - 0s 13ms/step >43, 663/693, d1=0.384, d2=0.327 g=2.767 2/2 [==============================] - 0s 14ms/step >43, 664/693, d1=0.499, d2=0.420 g=2.792 2/2 [==============================] - 0s 13ms/step >43, 665/693, d1=0.384, d2=0.363 g=2.889 2/2 [==============================] - 0s 15ms/step >43, 666/693, d1=0.323, d2=0.328 g=4.136 2/2 [==============================] - 0s 14ms/step >43, 667/693, d1=0.411, d2=0.389 g=2.787 2/2 [==============================] - 0s 13ms/step >43, 668/693, d1=0.435, d2=0.358 g=2.673 2/2 [==============================] - 0s 12ms/step >43, 669/693, d1=0.517, d2=0.411 g=2.118 2/2 [==============================] - 0s 12ms/step >43, 670/693, d1=0.342, d2=0.359 g=2.902 2/2 [==============================] - 0s 14ms/step >43, 671/693, d1=0.379, d2=0.280 g=2.678 2/2 [==============================] - 0s 12ms/step >43, 672/693, d1=0.420, d2=0.265 g=3.061 2/2 [==============================] - 0s 12ms/step >43, 673/693, d1=0.467, d2=0.528 g=3.038 2/2 [==============================] - 0s 11ms/step >43, 674/693, d1=0.333, d2=0.341 g=2.660 2/2 [==============================] - 0s 13ms/step >43, 675/693, d1=0.372, d2=0.442 g=3.162 2/2 [==============================] - 0s 15ms/step >43, 676/693, d1=0.417, d2=0.313 g=3.203 2/2 [==============================] - 0s 14ms/step >43, 677/693, d1=0.437, d2=0.306 g=3.373 2/2 [==============================] - 0s 13ms/step >43, 678/693, d1=0.530, d2=0.372 g=2.752 2/2 [==============================] - 0s 13ms/step >43, 679/693, d1=0.465, d2=0.474 g=3.693 2/2 [==============================] - 0s 14ms/step >43, 680/693, d1=0.566, d2=0.299 g=3.499 2/2 [==============================] - 0s 13ms/step >43, 681/693, d1=0.451, d2=0.379 g=2.293 2/2 [==============================] - 0s 14ms/step >43, 682/693, d1=0.516, d2=0.410 g=2.969 2/2 [==============================] - 0s 17ms/step >43, 683/693, d1=0.373, d2=0.395 g=3.255 2/2 [==============================] - 0s 13ms/step >43, 684/693, d1=0.603, d2=0.443 g=3.983 2/2 [==============================] - 0s 14ms/step >43, 685/693, d1=0.370, d2=0.384 g=3.557 2/2 [==============================] - 0s 14ms/step >43, 686/693, d1=0.437, d2=0.276 g=3.091 2/2 [==============================] - 0s 14ms/step >43, 687/693, d1=0.407, d2=0.338 g=2.308 2/2 [==============================] - 0s 13ms/step >43, 688/693, d1=0.313, d2=0.322 g=3.027 2/2 [==============================] - 0s 11ms/step >43, 689/693, d1=0.447, d2=0.411 g=3.547 2/2 [==============================] - 0s 14ms/step >43, 690/693, d1=0.313, d2=0.336 g=2.838 2/2 [==============================] - 0s 15ms/step >43, 691/693, d1=0.498, d2=0.334 g=3.217 2/2 [==============================] - 0s 13ms/step >43, 692/693, d1=0.434, d2=0.277 g=2.234 2/2 [==============================] - 0s 13ms/step >43, 693/693, d1=0.456, d2=0.358 g=2.071 2/2 [==============================] - 0s 14ms/step >44, 1/693, d1=0.341, d2=0.405 g=2.917 2/2 [==============================] - 0s 13ms/step >44, 2/693, d1=0.408, d2=0.362 g=3.457 2/2 [==============================] - 0s 12ms/step >44, 3/693, d1=0.514, d2=0.485 g=2.772 2/2 [==============================] - 0s 12ms/step >44, 4/693, d1=0.503, d2=0.348 g=2.549 2/2 [==============================] - 0s 15ms/step >44, 5/693, d1=0.420, d2=0.457 g=2.064 2/2 [==============================] - 0s 13ms/step >44, 6/693, d1=0.386, d2=0.298 g=4.030 2/2 [==============================] - 0s 13ms/step >44, 7/693, d1=0.434, d2=0.367 g=2.890 2/2 [==============================] - 0s 12ms/step >44, 8/693, d1=0.424, d2=0.363 g=3.478 2/2 [==============================] - 0s 13ms/step >44, 9/693, d1=0.466, d2=0.365 g=3.270 2/2 [==============================] - 0s 13ms/step >44, 10/693, d1=0.358, d2=0.436 g=3.141 2/2 [==============================] - 0s 15ms/step >44, 11/693, d1=0.355, d2=0.364 g=2.437 2/2 [==============================] - 0s 14ms/step >44, 12/693, d1=0.474, d2=0.358 g=2.165 2/2 [==============================] - 0s 12ms/step >44, 13/693, d1=0.423, d2=0.245 g=2.733 2/2 [==============================] - 0s 12ms/step >44, 14/693, d1=0.365, d2=0.344 g=2.364 2/2 [==============================] - 0s 12ms/step >44, 15/693, d1=0.322, d2=0.341 g=3.168 2/2 [==============================] - 0s 13ms/step >44, 16/693, d1=0.400, d2=0.340 g=2.444 2/2 [==============================] - 0s 13ms/step >44, 17/693, d1=0.467, d2=0.284 g=2.938 2/2 [==============================] - 0s 12ms/step >44, 18/693, d1=0.378, d2=0.343 g=2.433 2/2 [==============================] - 0s 11ms/step >44, 19/693, d1=0.432, d2=0.446 g=2.488 2/2 [==============================] - 0s 12ms/step >44, 20/693, d1=0.567, d2=0.369 g=2.930 2/2 [==============================] - 0s 13ms/step >44, 21/693, d1=0.415, d2=0.342 g=2.900 2/2 [==============================] - 0s 14ms/step >44, 22/693, d1=0.444, d2=0.320 g=3.467 2/2 [==============================] - 0s 15ms/step >44, 23/693, d1=0.323, d2=0.396 g=3.331 2/2 [==============================] - 0s 14ms/step >44, 24/693, d1=0.527, d2=0.353 g=3.158 2/2 [==============================] - 0s 14ms/step >44, 25/693, d1=0.335, d2=0.366 g=3.018 2/2 [==============================] - 0s 13ms/step >44, 26/693, d1=0.477, d2=0.294 g=3.458 2/2 [==============================] - 0s 15ms/step >44, 27/693, d1=0.372, d2=0.347 g=3.510 2/2 [==============================] - 0s 13ms/step >44, 28/693, d1=0.442, d2=0.383 g=3.888 2/2 [==============================] - 0s 13ms/step >44, 29/693, d1=0.475, d2=0.334 g=2.960 2/2 [==============================] - 0s 14ms/step >44, 30/693, d1=0.402, d2=0.421 g=2.813 2/2 [==============================] - 0s 13ms/step >44, 31/693, d1=0.299, d2=0.429 g=3.405 2/2 [==============================] - 0s 12ms/step >44, 32/693, d1=0.455, d2=0.216 g=3.860 2/2 [==============================] - 0s 13ms/step >44, 33/693, d1=0.472, d2=0.355 g=3.070 2/2 [==============================] - 0s 14ms/step >44, 34/693, d1=0.482, d2=0.354 g=2.618 2/2 [==============================] - 0s 15ms/step >44, 35/693, d1=0.374, d2=0.405 g=3.411 2/2 [==============================] - 0s 13ms/step >44, 36/693, d1=0.424, d2=0.321 g=3.640 2/2 [==============================] - 0s 13ms/step >44, 37/693, d1=0.479, d2=0.399 g=4.121 2/2 [==============================] - 0s 14ms/step >44, 38/693, d1=0.285, d2=0.387 g=2.545 2/2 [==============================] - 0s 14ms/step >44, 39/693, d1=0.470, d2=0.260 g=2.864 2/2 [==============================] - 0s 17ms/step >44, 40/693, d1=0.532, d2=0.475 g=3.271 2/2 [==============================] - 0s 13ms/step >44, 41/693, d1=0.350, d2=0.343 g=3.742 2/2 [==============================] - 0s 13ms/step >44, 42/693, d1=0.328, d2=0.485 g=2.220 2/2 [==============================] - 0s 12ms/step >44, 43/693, d1=0.482, d2=0.376 g=3.239 2/2 [==============================] - 0s 14ms/step >44, 44/693, d1=0.440, d2=0.260 g=3.471 2/2 [==============================] - 0s 14ms/step >44, 45/693, d1=0.391, d2=0.342 g=3.015 2/2 [==============================] - 0s 15ms/step >44, 46/693, d1=0.325, d2=0.396 g=3.203 2/2 [==============================] - 0s 12ms/step >44, 47/693, d1=0.427, d2=0.278 g=3.012 2/2 [==============================] - 0s 14ms/step >44, 48/693, d1=0.407, d2=0.315 g=3.455 2/2 [==============================] - 0s 14ms/step >44, 49/693, d1=0.367, d2=0.487 g=3.515 2/2 [==============================] - 0s 14ms/step >44, 50/693, d1=0.488, d2=0.476 g=3.082 2/2 [==============================] - 0s 13ms/step >44, 51/693, d1=0.565, d2=0.351 g=3.315 2/2 [==============================] - 0s 12ms/step >44, 52/693, d1=0.591, d2=0.373 g=4.193 2/2 [==============================] - 0s 13ms/step >44, 53/693, d1=0.508, d2=0.410 g=3.808 2/2 [==============================] - 0s 14ms/step >44, 54/693, d1=0.424, d2=0.473 g=3.080 2/2 [==============================] - 0s 15ms/step >44, 55/693, d1=0.529, d2=0.362 g=4.375 2/2 [==============================] - 0s 13ms/step >44, 56/693, d1=0.376, d2=0.530 g=2.570 2/2 [==============================] - 0s 13ms/step >44, 57/693, d1=0.578, d2=0.336 g=3.126 2/2 [==============================] - 0s 14ms/step >44, 58/693, d1=0.434, d2=0.344 g=5.410 2/2 [==============================] - 0s 15ms/step >44, 59/693, d1=0.443, d2=0.349 g=3.197 2/2 [==============================] - 0s 14ms/step >44, 60/693, d1=0.303, d2=0.250 g=4.093 2/2 [==============================] - 0s 13ms/step >44, 61/693, d1=0.358, d2=0.322 g=2.886 2/2 [==============================] - 0s 15ms/step >44, 62/693, d1=0.438, d2=0.472 g=3.620 2/2 [==============================] - 0s 13ms/step >44, 63/693, d1=0.274, d2=0.306 g=4.567 2/2 [==============================] - 0s 14ms/step >44, 64/693, d1=0.383, d2=0.406 g=2.702 2/2 [==============================] - 0s 12ms/step >44, 65/693, d1=0.537, d2=0.408 g=3.416 2/2 [==============================] - 0s 14ms/step >44, 66/693, d1=0.288, d2=0.287 g=3.806 2/2 [==============================] - 0s 13ms/step >44, 67/693, d1=0.473, d2=0.302 g=2.587 2/2 [==============================] - 0s 14ms/step >44, 68/693, d1=0.452, d2=0.381 g=2.906 2/2 [==============================] - 0s 13ms/step >44, 69/693, d1=0.437, d2=0.525 g=2.352 2/2 [==============================] - 0s 13ms/step >44, 70/693, d1=0.369, d2=0.338 g=4.088 2/2 [==============================] - 0s 12ms/step >44, 71/693, d1=0.459, d2=0.264 g=3.614 2/2 [==============================] - 0s 14ms/step >44, 72/693, d1=0.499, d2=0.300 g=3.662 2/2 [==============================] - 0s 12ms/step >44, 73/693, d1=0.469, d2=0.512 g=3.151 2/2 [==============================] - 0s 14ms/step >44, 74/693, d1=0.364, d2=0.298 g=2.382 2/2 [==============================] - 0s 14ms/step >44, 75/693, d1=0.456, d2=0.363 g=3.276 2/2 [==============================] - 0s 12ms/step >44, 76/693, d1=0.397, d2=0.326 g=2.930 2/2 [==============================] - 0s 12ms/step >44, 77/693, d1=0.310, d2=0.405 g=3.782 2/2 [==============================] - 0s 13ms/step >44, 78/693, d1=0.534, d2=0.294 g=4.233 2/2 [==============================] - 0s 14ms/step >44, 79/693, d1=0.461, d2=0.491 g=3.652 2/2 [==============================] - 0s 12ms/step >44, 80/693, d1=0.449, d2=0.405 g=3.147 2/2 [==============================] - 0s 13ms/step >44, 81/693, d1=0.367, d2=0.393 g=4.130 2/2 [==============================] - 0s 14ms/step >44, 82/693, d1=0.359, d2=0.358 g=2.789 2/2 [==============================] - 0s 13ms/step >44, 83/693, d1=0.432, d2=0.408 g=2.930 2/2 [==============================] - 0s 16ms/step >44, 84/693, d1=0.558, d2=0.267 g=2.730 2/2 [==============================] - 0s 13ms/step >44, 85/693, d1=0.459, d2=0.386 g=2.803 2/2 [==============================] - 0s 13ms/step >44, 86/693, d1=0.339, d2=0.439 g=2.534 2/2 [==============================] - 0s 13ms/step >44, 87/693, d1=0.392, d2=0.368 g=3.497 2/2 [==============================] - 0s 13ms/step >44, 88/693, d1=0.307, d2=0.262 g=3.502 2/2 [==============================] - 0s 12ms/step >44, 89/693, d1=0.523, d2=0.292 g=3.358 2/2 [==============================] - 0s 13ms/step >44, 90/693, d1=0.419, d2=0.331 g=2.846 2/2 [==============================] - 0s 13ms/step >44, 91/693, d1=0.442, d2=0.379 g=3.674 2/2 [==============================] - 0s 12ms/step >44, 92/693, d1=0.282, d2=0.282 g=3.105 2/2 [==============================] - 0s 13ms/step >44, 93/693, d1=0.520, d2=0.365 g=3.568 2/2 [==============================] - 0s 13ms/step >44, 94/693, d1=0.402, d2=0.434 g=3.187 2/2 [==============================] - 0s 14ms/step >44, 95/693, d1=0.465, d2=0.332 g=3.345 2/2 [==============================] - 0s 14ms/step >44, 96/693, d1=0.385, d2=0.397 g=3.425 2/2 [==============================] - 0s 13ms/step >44, 97/693, d1=0.383, d2=0.367 g=2.767 2/2 [==============================] - 0s 12ms/step >44, 98/693, d1=0.382, d2=0.332 g=4.117 2/2 [==============================] - 0s 12ms/step >44, 99/693, d1=0.594, d2=0.393 g=3.387 2/2 [==============================] - 0s 14ms/step >44, 100/693, d1=0.354, d2=0.321 g=3.320 2/2 [==============================] - 0s 14ms/step >44, 101/693, d1=0.449, d2=0.444 g=3.633 2/2 [==============================] - 0s 11ms/step >44, 102/693, d1=0.384, d2=0.414 g=2.506 2/2 [==============================] - 0s 13ms/step >44, 103/693, d1=0.444, d2=0.227 g=3.055 2/2 [==============================] - 0s 13ms/step >44, 104/693, d1=0.395, d2=0.297 g=3.399 2/2 [==============================] - 0s 13ms/step >44, 105/693, d1=0.407, d2=0.410 g=3.757 2/2 [==============================] - 0s 14ms/step >44, 106/693, d1=0.280, d2=0.356 g=3.448 2/2 [==============================] - 0s 12ms/step >44, 107/693, d1=0.359, d2=0.297 g=2.213 2/2 [==============================] - 0s 13ms/step >44, 108/693, d1=0.465, d2=0.369 g=4.057 2/2 [==============================] - 0s 13ms/step >44, 109/693, d1=0.405, d2=0.420 g=3.157 2/2 [==============================] - 0s 14ms/step >44, 110/693, d1=0.461, d2=0.433 g=2.632 2/2 [==============================] - 0s 14ms/step >44, 111/693, d1=0.436, d2=0.331 g=2.542 2/2 [==============================] - 0s 12ms/step >44, 112/693, d1=0.419, d2=0.285 g=3.843 2/2 [==============================] - 0s 14ms/step >44, 113/693, d1=0.484, d2=0.309 g=2.787 2/2 [==============================] - 0s 14ms/step >44, 114/693, d1=0.354, d2=0.384 g=3.390 2/2 [==============================] - 0s 14ms/step >44, 115/693, d1=0.527, d2=0.388 g=2.662 2/2 [==============================] - 0s 13ms/step >44, 116/693, d1=0.336, d2=0.329 g=3.675 2/2 [==============================] - 0s 16ms/step >44, 117/693, d1=0.469, d2=0.321 g=2.947 2/2 [==============================] - 0s 13ms/step >44, 118/693, d1=0.312, d2=0.510 g=2.492 2/2 [==============================] - 0s 13ms/step >44, 119/693, d1=0.432, d2=0.495 g=3.039 2/2 [==============================] - 0s 13ms/step >44, 120/693, d1=0.454, d2=0.311 g=2.593 2/2 [==============================] - 0s 14ms/step >44, 121/693, d1=0.415, d2=0.386 g=3.202 2/2 [==============================] - 0s 12ms/step >44, 122/693, d1=0.587, d2=0.267 g=2.364 2/2 [==============================] - 0s 13ms/step >44, 123/693, d1=0.383, d2=0.406 g=3.495 2/2 [==============================] - 0s 14ms/step >44, 124/693, d1=0.337, d2=0.324 g=3.980 2/2 [==============================] - 0s 13ms/step >44, 125/693, d1=0.446, d2=0.237 g=4.727 2/2 [==============================] - 0s 14ms/step >44, 126/693, d1=0.395, d2=0.402 g=2.323 2/2 [==============================] - 0s 13ms/step >44, 127/693, d1=0.424, d2=0.286 g=4.234 2/2 [==============================] - 0s 12ms/step >44, 128/693, d1=0.268, d2=0.429 g=3.207 2/2 [==============================] - 0s 15ms/step >44, 129/693, d1=0.468, d2=0.360 g=3.354 2/2 [==============================] - 0s 13ms/step >44, 130/693, d1=0.479, d2=0.354 g=3.918 2/2 [==============================] - 0s 12ms/step >44, 131/693, d1=0.491, d2=0.474 g=2.276 2/2 [==============================] - 0s 13ms/step >44, 132/693, d1=0.420, d2=0.408 g=2.839 2/2 [==============================] - 0s 13ms/step >44, 133/693, d1=0.461, d2=0.371 g=2.505 2/2 [==============================] - 0s 14ms/step >44, 134/693, d1=0.340, d2=0.276 g=3.301 2/2 [==============================] - 0s 13ms/step >44, 135/693, d1=0.288, d2=0.246 g=3.528 2/2 [==============================] - 0s 13ms/step >44, 136/693, d1=0.294, d2=0.294 g=2.214 2/2 [==============================] - 0s 14ms/step >44, 137/693, d1=0.268, d2=0.344 g=2.798 2/2 [==============================] - 0s 13ms/step >44, 138/693, d1=0.518, d2=0.380 g=3.120 2/2 [==============================] - 0s 13ms/step >44, 139/693, d1=0.283, d2=0.285 g=3.806 2/2 [==============================] - 0s 14ms/step >44, 140/693, d1=0.384, d2=0.389 g=2.820 2/2 [==============================] - 0s 14ms/step >44, 141/693, d1=0.397, d2=0.275 g=3.564 2/2 [==============================] - 0s 15ms/step >44, 142/693, d1=0.357, d2=0.354 g=4.509 2/2 [==============================] - 0s 13ms/step >44, 143/693, d1=0.342, d2=0.277 g=3.209 2/2 [==============================] - 0s 12ms/step >44, 144/693, d1=0.396, d2=0.365 g=3.396 2/2 [==============================] - 0s 13ms/step >44, 145/693, d1=0.363, d2=0.218 g=2.604 2/2 [==============================] - 0s 14ms/step >44, 146/693, d1=0.435, d2=0.322 g=3.279 2/2 [==============================] - 0s 14ms/step >44, 147/693, d1=0.516, d2=0.347 g=3.100 2/2 [==============================] - 0s 14ms/step >44, 148/693, d1=0.291, d2=0.351 g=3.308 2/2 [==============================] - 0s 13ms/step >44, 149/693, d1=0.445, d2=0.399 g=3.546 2/2 [==============================] - 0s 14ms/step >44, 150/693, d1=0.507, d2=0.369 g=3.364 2/2 [==============================] - 0s 12ms/step >44, 151/693, d1=0.439, d2=0.361 g=3.898 2/2 [==============================] - 0s 12ms/step >44, 152/693, d1=0.308, d2=0.317 g=3.957 2/2 [==============================] - 0s 15ms/step >44, 153/693, d1=0.230, d2=0.315 g=3.903 2/2 [==============================] - 0s 14ms/step >44, 154/693, d1=0.560, d2=0.311 g=5.996 2/2 [==============================] - 0s 12ms/step >44, 155/693, d1=0.390, d2=0.390 g=3.035 2/2 [==============================] - 0s 13ms/step >44, 156/693, d1=0.659, d2=0.300 g=3.284 2/2 [==============================] - 0s 13ms/step >44, 157/693, d1=0.420, d2=0.409 g=2.967 2/2 [==============================] - 0s 13ms/step >44, 158/693, d1=0.486, d2=0.584 g=3.505 2/2 [==============================] - 0s 11ms/step >44, 159/693, d1=0.328, d2=0.243 g=3.451 2/2 [==============================] - 0s 12ms/step >44, 160/693, d1=0.580, d2=0.294 g=4.105 2/2 [==============================] - 0s 14ms/step >44, 161/693, d1=0.280, d2=0.333 g=2.400 2/2 [==============================] - 0s 12ms/step >44, 162/693, d1=0.449, d2=0.360 g=2.522 2/2 [==============================] - 0s 13ms/step >44, 163/693, d1=0.504, d2=0.349 g=2.607 2/2 [==============================] - 0s 14ms/step >44, 164/693, d1=0.294, d2=0.385 g=3.554 2/2 [==============================] - 0s 12ms/step >44, 165/693, d1=0.508, d2=0.342 g=2.766 2/2 [==============================] - 0s 13ms/step >44, 166/693, d1=0.458, d2=0.400 g=4.212 2/2 [==============================] - 0s 13ms/step >44, 167/693, d1=0.498, d2=0.333 g=2.501 2/2 [==============================] - 0s 14ms/step >44, 168/693, d1=0.494, d2=0.265 g=3.117 2/2 [==============================] - 0s 14ms/step >44, 169/693, d1=0.259, d2=0.354 g=3.091 2/2 [==============================] - 0s 14ms/step >44, 170/693, d1=0.395, d2=0.398 g=3.574 2/2 [==============================] - 0s 13ms/step >44, 171/693, d1=0.543, d2=0.339 g=3.334 2/2 [==============================] - 0s 13ms/step >44, 172/693, d1=0.527, d2=0.381 g=3.980 2/2 [==============================] - 0s 12ms/step >44, 173/693, d1=0.446, d2=0.432 g=2.643 2/2 [==============================] - 0s 14ms/step >44, 174/693, d1=0.222, d2=0.288 g=3.372 2/2 [==============================] - 0s 13ms/step >44, 175/693, d1=0.390, d2=0.355 g=2.559 2/2 [==============================] - 0s 13ms/step >44, 176/693, d1=0.395, d2=0.344 g=2.399 2/2 [==============================] - 0s 15ms/step >44, 177/693, d1=0.327, d2=0.382 g=3.673 2/2 [==============================] - 0s 14ms/step >44, 178/693, d1=0.362, d2=0.395 g=3.668 2/2 [==============================] - 0s 14ms/step >44, 179/693, d1=0.609, d2=0.324 g=2.840 2/2 [==============================] - 0s 12ms/step >44, 180/693, d1=0.409, d2=0.402 g=2.551 2/2 [==============================] - 0s 30ms/step >44, 181/693, d1=0.459, d2=0.375 g=3.222 2/2 [==============================] - 0s 13ms/step >44, 182/693, d1=0.386, d2=0.358 g=2.968 2/2 [==============================] - 0s 13ms/step >44, 183/693, d1=0.313, d2=0.280 g=3.854 2/2 [==============================] - 0s 13ms/step >44, 184/693, d1=0.506, d2=0.292 g=2.632 2/2 [==============================] - 0s 14ms/step >44, 185/693, d1=0.285, d2=0.349 g=2.778 2/2 [==============================] - 0s 15ms/step >44, 186/693, d1=0.385, d2=0.277 g=3.065 2/2 [==============================] - 0s 12ms/step >44, 187/693, d1=0.337, d2=0.318 g=2.990 2/2 [==============================] - 0s 15ms/step >44, 188/693, d1=0.388, d2=0.276 g=2.625 2/2 [==============================] - 0s 15ms/step >44, 189/693, d1=0.468, d2=0.375 g=2.230 2/2 [==============================] - 0s 12ms/step >44, 190/693, d1=0.327, d2=0.353 g=3.489 2/2 [==============================] - 0s 13ms/step >44, 191/693, d1=0.360, d2=0.318 g=2.676 2/2 [==============================] - 0s 14ms/step >44, 192/693, d1=0.324, d2=0.294 g=2.959 2/2 [==============================] - 0s 14ms/step >44, 193/693, d1=0.370, d2=0.284 g=3.459 2/2 [==============================] - 0s 12ms/step >44, 194/693, d1=0.374, d2=0.486 g=3.682 2/2 [==============================] - 0s 13ms/step >44, 195/693, d1=0.357, d2=0.295 g=3.793 2/2 [==============================] - 0s 14ms/step >44, 196/693, d1=0.490, d2=0.275 g=3.939 2/2 [==============================] - 0s 14ms/step >44, 197/693, d1=0.363, d2=0.341 g=4.078 2/2 [==============================] - 0s 14ms/step >44, 198/693, d1=0.408, d2=0.277 g=3.045 2/2 [==============================] - 0s 12ms/step >44, 199/693, d1=0.317, d2=0.281 g=4.316 2/2 [==============================] - 0s 13ms/step >44, 200/693, d1=0.367, d2=0.418 g=2.642 2/2 [==============================] - 0s 13ms/step >44, 201/693, d1=0.390, d2=0.313 g=3.084 2/2 [==============================] - 0s 11ms/step >44, 202/693, d1=0.512, d2=0.325 g=2.865 2/2 [==============================] - 0s 14ms/step >44, 203/693, d1=0.413, d2=0.375 g=2.902 2/2 [==============================] - 0s 13ms/step >44, 204/693, d1=0.355, d2=0.345 g=2.603 2/2 [==============================] - 0s 14ms/step >44, 205/693, d1=0.421, d2=0.343 g=4.264 2/2 [==============================] - 0s 13ms/step >44, 206/693, d1=0.366, d2=0.269 g=2.862 2/2 [==============================] - 0s 12ms/step >44, 207/693, d1=0.462, d2=0.386 g=2.471 2/2 [==============================] - 0s 14ms/step >44, 208/693, d1=0.390, d2=0.358 g=2.886 2/2 [==============================] - 0s 15ms/step >44, 209/693, d1=0.519, d2=0.418 g=2.807 2/2 [==============================] - 0s 14ms/step >44, 210/693, d1=0.327, d2=0.331 g=2.767 2/2 [==============================] - 0s 14ms/step >44, 211/693, d1=0.500, d2=0.408 g=2.643 2/2 [==============================] - 0s 12ms/step >44, 212/693, d1=0.324, d2=0.327 g=3.455 2/2 [==============================] - 0s 12ms/step >44, 213/693, d1=0.354, d2=0.363 g=2.661 2/2 [==============================] - 0s 15ms/step >44, 214/693, d1=0.285, d2=0.358 g=2.782 2/2 [==============================] - 0s 14ms/step >44, 215/693, d1=0.465, d2=0.239 g=4.078 2/2 [==============================] - 0s 13ms/step >44, 216/693, d1=0.409, d2=0.364 g=3.499 2/2 [==============================] - 0s 15ms/step >44, 217/693, d1=0.400, d2=0.350 g=3.249 2/2 [==============================] - 0s 14ms/step >44, 218/693, d1=0.301, d2=0.256 g=2.662 2/2 [==============================] - 0s 14ms/step >44, 219/693, d1=0.336, d2=0.415 g=2.924 2/2 [==============================] - 0s 14ms/step >44, 220/693, d1=0.491, d2=0.293 g=2.942 2/2 [==============================] - 0s 11ms/step >44, 221/693, d1=0.463, d2=0.368 g=3.147 2/2 [==============================] - 0s 12ms/step >44, 222/693, d1=0.406, d2=0.345 g=3.804 2/2 [==============================] - 0s 13ms/step >44, 223/693, d1=0.438, d2=0.397 g=2.517 2/2 [==============================] - 0s 12ms/step >44, 224/693, d1=0.409, d2=0.245 g=2.743 2/2 [==============================] - 0s 12ms/step >44, 225/693, d1=0.434, d2=0.400 g=3.683 2/2 [==============================] - 0s 12ms/step >44, 226/693, d1=0.416, d2=0.339 g=3.102 2/2 [==============================] - 0s 15ms/step >44, 227/693, d1=0.386, d2=0.432 g=3.449 2/2 [==============================] - 0s 14ms/step >44, 228/693, d1=0.404, d2=0.259 g=3.187 2/2 [==============================] - 0s 12ms/step >44, 229/693, d1=0.440, d2=0.313 g=3.336 2/2 [==============================] - 0s 15ms/step >44, 230/693, d1=0.468, d2=0.408 g=2.589 2/2 [==============================] - 0s 12ms/step >44, 231/693, d1=0.441, d2=0.438 g=2.316 2/2 [==============================] - 0s 14ms/step >44, 232/693, d1=0.445, d2=0.320 g=2.868 2/2 [==============================] - 0s 14ms/step >44, 233/693, d1=0.526, d2=0.489 g=2.932 2/2 [==============================] - 0s 13ms/step >44, 234/693, d1=0.390, d2=0.284 g=2.688 2/2 [==============================] - 0s 17ms/step >44, 235/693, d1=0.313, d2=0.420 g=4.590 2/2 [==============================] - 0s 16ms/step >44, 236/693, d1=0.407, d2=0.324 g=2.898 2/2 [==============================] - 0s 14ms/step >44, 237/693, d1=0.343, d2=0.260 g=4.004 2/2 [==============================] - 0s 13ms/step >44, 238/693, d1=0.414, d2=0.347 g=2.942 2/2 [==============================] - 0s 13ms/step >44, 239/693, d1=0.334, d2=0.254 g=3.312 2/2 [==============================] - 0s 12ms/step >44, 240/693, d1=0.355, d2=0.345 g=2.984 2/2 [==============================] - 0s 14ms/step >44, 241/693, d1=0.359, d2=0.324 g=2.973 2/2 [==============================] - 0s 13ms/step >44, 242/693, d1=0.380, d2=0.360 g=3.135 2/2 [==============================] - 0s 13ms/step >44, 243/693, d1=0.245, d2=0.324 g=3.107 2/2 [==============================] - 0s 13ms/step >44, 244/693, d1=0.422, d2=0.264 g=3.160 2/2 [==============================] - 0s 13ms/step >44, 245/693, d1=0.486, d2=0.294 g=2.799 2/2 [==============================] - 0s 12ms/step >44, 246/693, d1=0.357, d2=0.277 g=2.328 2/2 [==============================] - 0s 12ms/step >44, 247/693, d1=0.359, d2=0.285 g=2.132 2/2 [==============================] - 0s 12ms/step >44, 248/693, d1=0.370, d2=0.361 g=2.861 2/2 [==============================] - 0s 13ms/step >44, 249/693, d1=0.269, d2=0.324 g=2.748 2/2 [==============================] - 0s 13ms/step >44, 250/693, d1=0.329, d2=0.310 g=3.153 2/2 [==============================] - 0s 13ms/step >44, 251/693, d1=0.487, d2=0.272 g=3.216 2/2 [==============================] - 0s 12ms/step >44, 252/693, d1=0.352, d2=0.264 g=3.740 2/2 [==============================] - 0s 15ms/step >44, 253/693, d1=0.531, d2=0.337 g=2.428 2/2 [==============================] - 0s 15ms/step >44, 254/693, d1=0.306, d2=0.424 g=3.322 2/2 [==============================] - 0s 13ms/step >44, 255/693, d1=0.477, d2=0.423 g=3.542 2/2 [==============================] - 0s 14ms/step >44, 256/693, d1=0.497, d2=0.314 g=2.787 2/2 [==============================] - 0s 13ms/step >44, 257/693, d1=0.439, d2=0.306 g=2.647 2/2 [==============================] - 0s 13ms/step >44, 258/693, d1=0.405, d2=0.283 g=3.434 2/2 [==============================] - 0s 13ms/step >44, 259/693, d1=0.313, d2=0.441 g=3.240 2/2 [==============================] - 0s 14ms/step >44, 260/693, d1=0.391, d2=0.342 g=2.903 2/2 [==============================] - 0s 13ms/step >44, 261/693, d1=0.360, d2=0.485 g=2.364 2/2 [==============================] - 0s 12ms/step >44, 262/693, d1=0.429, d2=0.323 g=3.869 2/2 [==============================] - 0s 13ms/step >44, 263/693, d1=0.425, d2=0.317 g=2.519 2/2 [==============================] - 0s 11ms/step >44, 264/693, d1=0.299, d2=0.381 g=3.949 2/2 [==============================] - 0s 14ms/step >44, 265/693, d1=0.563, d2=0.289 g=3.953 2/2 [==============================] - 0s 14ms/step >44, 266/693, d1=0.518, d2=0.345 g=2.597 2/2 [==============================] - 0s 14ms/step >44, 267/693, d1=0.342, d2=0.319 g=3.440 2/2 [==============================] - 0s 13ms/step >44, 268/693, d1=0.374, d2=0.262 g=3.520 2/2 [==============================] - 0s 14ms/step >44, 269/693, d1=0.501, d2=0.411 g=3.202 2/2 [==============================] - 0s 14ms/step >44, 270/693, d1=0.368, d2=0.367 g=2.637 2/2 [==============================] - 0s 13ms/step >44, 271/693, d1=0.388, d2=0.338 g=2.743 2/2 [==============================] - 0s 14ms/step >44, 272/693, d1=0.401, d2=0.386 g=2.479 2/2 [==============================] - 0s 13ms/step >44, 273/693, d1=0.344, d2=0.373 g=3.450 2/2 [==============================] - 0s 13ms/step >44, 274/693, d1=0.450, d2=0.331 g=3.195 2/2 [==============================] - 0s 13ms/step >44, 275/693, d1=0.668, d2=0.300 g=2.770 2/2 [==============================] - 0s 16ms/step >44, 276/693, d1=0.449, d2=0.441 g=3.480 2/2 [==============================] - 0s 12ms/step >44, 277/693, d1=0.378, d2=0.370 g=2.660 2/2 [==============================] - 0s 14ms/step >44, 278/693, d1=0.293, d2=0.420 g=4.113 2/2 [==============================] - 0s 12ms/step >44, 279/693, d1=0.628, d2=0.334 g=3.199 2/2 [==============================] - 0s 12ms/step >44, 280/693, d1=0.475, d2=0.469 g=3.912 2/2 [==============================] - 0s 12ms/step >44, 281/693, d1=0.529, d2=0.365 g=2.902 2/2 [==============================] - 0s 12ms/step >44, 282/693, d1=0.436, d2=0.348 g=3.000 2/2 [==============================] - 0s 13ms/step >44, 283/693, d1=0.331, d2=0.317 g=3.298 2/2 [==============================] - 0s 13ms/step >44, 284/693, d1=0.341, d2=0.297 g=3.025 2/2 [==============================] - 0s 14ms/step >44, 285/693, d1=0.442, d2=0.361 g=2.368 2/2 [==============================] - 0s 12ms/step >44, 286/693, d1=0.333, d2=0.458 g=2.626 2/2 [==============================] - 0s 13ms/step >44, 287/693, d1=0.279, d2=0.300 g=3.919 2/2 [==============================] - 0s 12ms/step >44, 288/693, d1=0.337, d2=0.330 g=2.458 2/2 [==============================] - 0s 14ms/step >44, 289/693, d1=0.426, d2=0.262 g=3.018 2/2 [==============================] - 0s 14ms/step >44, 290/693, d1=0.333, d2=0.312 g=3.395 2/2 [==============================] - 0s 15ms/step >44, 291/693, d1=0.421, d2=0.287 g=3.002 2/2 [==============================] - 0s 15ms/step >44, 292/693, d1=0.579, d2=0.355 g=2.577 2/2 [==============================] - 0s 12ms/step >44, 293/693, d1=0.235, d2=0.381 g=2.622 2/2 [==============================] - 0s 14ms/step >44, 294/693, d1=0.391, d2=0.363 g=3.771 2/2 [==============================] - 0s 15ms/step >44, 295/693, d1=0.497, d2=0.280 g=2.539 2/2 [==============================] - 0s 14ms/step >44, 296/693, d1=0.324, d2=0.402 g=3.295 2/2 [==============================] - 0s 13ms/step >44, 297/693, d1=0.458, d2=0.345 g=4.022 2/2 [==============================] - 0s 14ms/step >44, 298/693, d1=0.387, d2=0.279 g=3.572 2/2 [==============================] - 0s 13ms/step >44, 299/693, d1=0.482, d2=0.322 g=2.275 2/2 [==============================] - 0s 15ms/step >44, 300/693, d1=0.270, d2=0.386 g=3.645 2/2 [==============================] - 0s 12ms/step >44, 301/693, d1=0.443, d2=0.406 g=2.623 2/2 [==============================] - 0s 13ms/step >44, 302/693, d1=0.459, d2=0.287 g=2.338 2/2 [==============================] - 0s 12ms/step >44, 303/693, d1=0.521, d2=0.209 g=3.574 2/2 [==============================] - 0s 13ms/step >44, 304/693, d1=0.321, d2=0.361 g=3.106 2/2 [==============================] - 0s 14ms/step >44, 305/693, d1=0.264, d2=0.529 g=3.516 2/2 [==============================] - 0s 13ms/step >44, 306/693, d1=0.452, d2=0.283 g=3.231 2/2 [==============================] - 0s 12ms/step >44, 307/693, d1=0.376, d2=0.219 g=3.300 2/2 [==============================] - 0s 12ms/step >44, 308/693, d1=0.379, d2=0.382 g=3.163 2/2 [==============================] - 0s 14ms/step >44, 309/693, d1=0.263, d2=0.298 g=2.426 2/2 [==============================] - 0s 15ms/step >44, 310/693, d1=0.313, d2=0.405 g=3.006 2/2 [==============================] - 0s 13ms/step >44, 311/693, d1=0.363, d2=0.226 g=2.951 2/2 [==============================] - 0s 12ms/step >44, 312/693, d1=0.437, d2=0.351 g=2.969 2/2 [==============================] - 0s 13ms/step >44, 313/693, d1=0.486, d2=0.470 g=2.369 2/2 [==============================] - 0s 13ms/step >44, 314/693, d1=0.333, d2=0.331 g=3.590 2/2 [==============================] - 0s 14ms/step >44, 315/693, d1=0.379, d2=0.370 g=3.108 2/2 [==============================] - 0s 13ms/step >44, 316/693, d1=0.326, d2=0.366 g=3.623 2/2 [==============================] - 0s 14ms/step >44, 317/693, d1=0.339, d2=0.296 g=3.664 2/2 [==============================] - 0s 13ms/step >44, 318/693, d1=0.455, d2=0.313 g=3.128 2/2 [==============================] - 0s 14ms/step >44, 319/693, d1=0.553, d2=0.351 g=3.845 2/2 [==============================] - 0s 12ms/step >44, 320/693, d1=0.332, d2=0.387 g=2.693 2/2 [==============================] - 0s 14ms/step >44, 321/693, d1=0.403, d2=0.339 g=3.025 2/2 [==============================] - 0s 14ms/step >44, 322/693, d1=0.307, d2=0.278 g=2.370 2/2 [==============================] - 0s 12ms/step >44, 323/693, d1=0.481, d2=0.407 g=3.691 2/2 [==============================] - 0s 13ms/step >44, 324/693, d1=0.292, d2=0.271 g=2.674 2/2 [==============================] - 0s 14ms/step >44, 325/693, d1=0.361, d2=0.320 g=3.567 2/2 [==============================] - 0s 13ms/step >44, 326/693, d1=0.381, d2=0.314 g=2.713 2/2 [==============================] - 0s 14ms/step >44, 327/693, d1=0.381, d2=0.457 g=2.663 2/2 [==============================] - 0s 14ms/step >44, 328/693, d1=0.466, d2=0.296 g=2.881 2/2 [==============================] - 0s 13ms/step >44, 329/693, d1=0.369, d2=0.322 g=3.348 2/2 [==============================] - 0s 13ms/step >44, 330/693, d1=0.313, d2=0.270 g=3.048 2/2 [==============================] - 0s 13ms/step >44, 331/693, d1=0.409, d2=0.368 g=2.599 2/2 [==============================] - 0s 12ms/step >44, 332/693, d1=0.277, d2=0.347 g=3.234 2/2 [==============================] - 0s 13ms/step >44, 333/693, d1=0.663, d2=0.436 g=3.737 2/2 [==============================] - 0s 13ms/step >44, 334/693, d1=0.398, d2=0.254 g=3.372 2/2 [==============================] - 0s 14ms/step >44, 335/693, d1=0.517, d2=0.364 g=2.811 2/2 [==============================] - 0s 13ms/step >44, 336/693, d1=0.340, d2=0.317 g=2.996 2/2 [==============================] - 0s 14ms/step >44, 337/693, d1=0.338, d2=0.304 g=2.690 2/2 [==============================] - 0s 12ms/step >44, 338/693, d1=0.472, d2=0.350 g=2.304 2/2 [==============================] - 0s 13ms/step >44, 339/693, d1=0.514, d2=0.292 g=3.465 2/2 [==============================] - 0s 13ms/step >44, 340/693, d1=0.265, d2=0.294 g=3.251 2/2 [==============================] - 0s 14ms/step >44, 341/693, d1=0.405, d2=0.257 g=3.202 2/2 [==============================] - 0s 13ms/step >44, 342/693, d1=0.551, d2=0.316 g=3.590 2/2 [==============================] - 0s 12ms/step >44, 343/693, d1=0.305, d2=0.357 g=3.079 2/2 [==============================] - 0s 12ms/step >44, 344/693, d1=0.497, d2=0.371 g=2.198 2/2 [==============================] - 0s 13ms/step >44, 345/693, d1=0.397, d2=0.420 g=2.609 2/2 [==============================] - 0s 13ms/step >44, 346/693, d1=0.689, d2=0.412 g=3.287 2/2 [==============================] - 0s 13ms/step >44, 347/693, d1=0.406, d2=0.499 g=3.118 2/2 [==============================] - 0s 14ms/step >44, 348/693, d1=0.538, d2=0.225 g=2.182 2/2 [==============================] - 0s 13ms/step >44, 349/693, d1=0.429, d2=0.342 g=2.997 2/2 [==============================] - 0s 11ms/step >44, 350/693, d1=0.360, d2=0.547 g=2.366 2/2 [==============================] - 0s 14ms/step >44, 351/693, d1=0.257, d2=0.268 g=2.656 2/2 [==============================] - 0s 12ms/step >44, 352/693, d1=0.457, d2=0.251 g=2.438 2/2 [==============================] - 0s 16ms/step >44, 353/693, d1=0.398, d2=0.323 g=2.715 2/2 [==============================] - 0s 12ms/step >44, 354/693, d1=0.426, d2=0.466 g=2.464 2/2 [==============================] - 0s 13ms/step >44, 355/693, d1=0.427, d2=0.393 g=3.009 2/2 [==============================] - 0s 12ms/step >44, 356/693, d1=0.373, d2=0.282 g=3.246 2/2 [==============================] - 0s 11ms/step >44, 357/693, d1=0.256, d2=0.305 g=4.016 2/2 [==============================] - 0s 13ms/step >44, 358/693, d1=0.497, d2=0.279 g=4.283 2/2 [==============================] - 0s 14ms/step >44, 359/693, d1=0.413, d2=0.309 g=1.894 2/2 [==============================] - 0s 13ms/step >44, 360/693, d1=0.292, d2=0.410 g=3.891 2/2 [==============================] - 0s 12ms/step >44, 361/693, d1=0.341, d2=0.310 g=3.138 2/2 [==============================] - 0s 13ms/step >44, 362/693, d1=0.336, d2=0.317 g=3.468 2/2 [==============================] - 0s 12ms/step >44, 363/693, d1=0.387, d2=0.372 g=2.897 2/2 [==============================] - 0s 12ms/step >44, 364/693, d1=0.481, d2=0.428 g=2.575 2/2 [==============================] - 0s 12ms/step >44, 365/693, d1=0.374, d2=0.324 g=2.627 2/2 [==============================] - 0s 15ms/step >44, 366/693, d1=0.318, d2=0.287 g=2.587 2/2 [==============================] - 0s 13ms/step >44, 367/693, d1=0.409, d2=0.346 g=2.310 2/2 [==============================] - 0s 13ms/step >44, 368/693, d1=0.311, d2=0.448 g=2.970 2/2 [==============================] - 0s 13ms/step >44, 369/693, d1=0.423, d2=0.350 g=2.625 2/2 [==============================] - 0s 14ms/step >44, 370/693, d1=0.549, d2=0.273 g=2.874 2/2 [==============================] - 0s 13ms/step >44, 371/693, d1=0.410, d2=0.387 g=3.672 2/2 [==============================] - 0s 12ms/step >44, 372/693, d1=0.461, d2=0.321 g=2.481 2/2 [==============================] - 0s 16ms/step >44, 373/693, d1=0.392, d2=0.413 g=3.575 2/2 [==============================] - 0s 13ms/step >44, 374/693, d1=0.416, d2=0.306 g=2.849 2/2 [==============================] - 0s 13ms/step >44, 375/693, d1=0.255, d2=0.366 g=2.727 2/2 [==============================] - 0s 14ms/step >44, 376/693, d1=0.445, d2=0.498 g=3.076 2/2 [==============================] - 0s 15ms/step >44, 377/693, d1=0.450, d2=0.329 g=3.744 2/2 [==============================] - 0s 14ms/step >44, 378/693, d1=0.480, d2=0.328 g=2.767 2/2 [==============================] - 0s 14ms/step >44, 379/693, d1=0.277, d2=0.402 g=4.386 2/2 [==============================] - 0s 14ms/step >44, 380/693, d1=0.500, d2=0.239 g=3.015 2/2 [==============================] - 0s 12ms/step >44, 381/693, d1=0.478, d2=0.301 g=2.789 2/2 [==============================] - 0s 13ms/step >44, 382/693, d1=0.339, d2=0.303 g=2.236 2/2 [==============================] - 0s 14ms/step >44, 383/693, d1=0.285, d2=0.332 g=3.134 2/2 [==============================] - 0s 14ms/step >44, 384/693, d1=0.403, d2=0.334 g=2.887 2/2 [==============================] - 0s 12ms/step >44, 385/693, d1=0.336, d2=0.267 g=3.126 2/2 [==============================] - 0s 12ms/step >44, 386/693, d1=0.501, d2=0.363 g=3.610 2/2 [==============================] - 0s 12ms/step >44, 387/693, d1=0.614, d2=0.370 g=3.234 2/2 [==============================] - 0s 14ms/step >44, 388/693, d1=0.427, d2=0.370 g=2.750 2/2 [==============================] - 0s 13ms/step >44, 389/693, d1=0.422, d2=0.472 g=3.010 2/2 [==============================] - 0s 13ms/step >44, 390/693, d1=0.397, d2=0.363 g=3.074 2/2 [==============================] - 0s 13ms/step >44, 391/693, d1=0.452, d2=0.361 g=3.048 2/2 [==============================] - 0s 14ms/step >44, 392/693, d1=0.412, d2=0.288 g=3.827 2/2 [==============================] - 0s 12ms/step >44, 393/693, d1=0.357, d2=0.524 g=3.077 2/2 [==============================] - 0s 13ms/step >44, 394/693, d1=0.325, d2=0.315 g=2.795 2/2 [==============================] - 0s 13ms/step >44, 395/693, d1=0.399, d2=0.352 g=4.342 2/2 [==============================] - 0s 13ms/step >44, 396/693, d1=0.435, d2=0.177 g=2.706 2/2 [==============================] - 0s 13ms/step >44, 397/693, d1=0.447, d2=0.377 g=3.069 2/2 [==============================] - 0s 14ms/step >44, 398/693, d1=0.436, d2=0.417 g=3.634 2/2 [==============================] - 0s 14ms/step >44, 399/693, d1=0.350, d2=0.322 g=2.502 2/2 [==============================] - 0s 13ms/step >44, 400/693, d1=0.360, d2=0.337 g=3.480 2/2 [==============================] - 0s 13ms/step >44, 401/693, d1=0.428, d2=0.374 g=3.285 2/2 [==============================] - 0s 12ms/step >44, 402/693, d1=0.467, d2=0.356 g=3.287 2/2 [==============================] - 0s 12ms/step >44, 403/693, d1=0.418, d2=0.258 g=3.714 2/2 [==============================] - 0s 13ms/step >44, 404/693, d1=0.465, d2=0.412 g=3.519 2/2 [==============================] - 0s 14ms/step >44, 405/693, d1=0.402, d2=0.346 g=3.768 2/2 [==============================] - 0s 13ms/step >44, 406/693, d1=0.485, d2=0.276 g=3.591 2/2 [==============================] - 0s 13ms/step >44, 407/693, d1=0.395, d2=0.469 g=2.617 2/2 [==============================] - 0s 15ms/step >44, 408/693, d1=0.315, d2=0.288 g=2.550 2/2 [==============================] - 0s 14ms/step >44, 409/693, d1=0.405, d2=0.389 g=3.861 2/2 [==============================] - 0s 11ms/step >44, 410/693, d1=0.417, d2=0.308 g=3.080 2/2 [==============================] - 0s 14ms/step >44, 411/693, d1=0.684, d2=0.428 g=3.247 2/2 [==============================] - 0s 14ms/step >44, 412/693, d1=0.467, d2=0.455 g=3.653 2/2 [==============================] - 0s 13ms/step >44, 413/693, d1=0.346, d2=0.314 g=3.266 2/2 [==============================] - 0s 13ms/step >44, 414/693, d1=0.445, d2=0.381 g=3.431 2/2 [==============================] - 0s 13ms/step >44, 415/693, d1=0.471, d2=0.465 g=2.897 2/2 [==============================] - 0s 13ms/step >44, 416/693, d1=0.345, d2=0.266 g=2.553 2/2 [==============================] - 0s 14ms/step >44, 417/693, d1=0.383, d2=0.285 g=3.170 2/2 [==============================] - 0s 12ms/step >44, 418/693, d1=0.338, d2=0.368 g=3.251 2/2 [==============================] - 0s 12ms/step >44, 419/693, d1=0.390, d2=0.532 g=3.573 2/2 [==============================] - 0s 12ms/step >44, 420/693, d1=0.400, d2=0.218 g=4.016 2/2 [==============================] - 0s 14ms/step >44, 421/693, d1=0.461, d2=0.204 g=3.300 2/2 [==============================] - 0s 12ms/step >44, 422/693, d1=0.298, d2=0.356 g=3.206 2/2 [==============================] - 0s 12ms/step >44, 423/693, d1=0.396, d2=0.325 g=3.422 2/2 [==============================] - 0s 13ms/step >44, 424/693, d1=0.372, d2=0.300 g=2.444 2/2 [==============================] - 0s 13ms/step >44, 425/693, d1=0.407, d2=0.424 g=2.640 2/2 [==============================] - 0s 11ms/step >44, 426/693, d1=0.389, d2=0.387 g=3.020 2/2 [==============================] - 0s 12ms/step >44, 427/693, d1=0.491, d2=0.288 g=2.942 2/2 [==============================] - 0s 13ms/step >44, 428/693, d1=0.335, d2=0.273 g=2.908 2/2 [==============================] - 0s 11ms/step >44, 429/693, d1=0.370, d2=0.415 g=3.021 2/2 [==============================] - 0s 13ms/step >44, 430/693, d1=0.570, d2=0.302 g=2.969 2/2 [==============================] - 0s 14ms/step >44, 431/693, d1=0.448, d2=0.367 g=2.620 2/2 [==============================] - 0s 13ms/step >44, 432/693, d1=0.366, d2=0.334 g=3.238 2/2 [==============================] - 0s 14ms/step >44, 433/693, d1=0.344, d2=0.413 g=3.921 2/2 [==============================] - 0s 12ms/step >44, 434/693, d1=0.422, d2=0.344 g=2.999 2/2 [==============================] - 0s 12ms/step >44, 435/693, d1=0.446, d2=0.432 g=3.877 2/2 [==============================] - 0s 12ms/step >44, 436/693, d1=0.330, d2=0.288 g=3.738 2/2 [==============================] - 0s 12ms/step >44, 437/693, d1=0.493, d2=0.284 g=2.862 2/2 [==============================] - 0s 13ms/step >44, 438/693, d1=0.321, d2=0.417 g=2.996 2/2 [==============================] - 0s 14ms/step >44, 439/693, d1=0.268, d2=0.353 g=2.701 2/2 [==============================] - 0s 12ms/step >44, 440/693, d1=0.407, d2=0.390 g=3.102 2/2 [==============================] - 0s 13ms/step >44, 441/693, d1=0.537, d2=0.289 g=3.198 2/2 [==============================] - 0s 13ms/step >44, 442/693, d1=0.404, d2=0.372 g=2.992 2/2 [==============================] - 0s 15ms/step >44, 443/693, d1=0.364, d2=0.314 g=3.925 2/2 [==============================] - 0s 13ms/step >44, 444/693, d1=0.600, d2=0.345 g=2.831 2/2 [==============================] - 0s 13ms/step >44, 445/693, d1=0.473, d2=0.351 g=3.274 2/2 [==============================] - 0s 12ms/step >44, 446/693, d1=0.378, d2=0.352 g=3.044 2/2 [==============================] - 0s 13ms/step >44, 447/693, d1=0.445, d2=0.313 g=3.892 2/2 [==============================] - 0s 13ms/step >44, 448/693, d1=0.440, d2=0.326 g=3.418 2/2 [==============================] - 0s 14ms/step >44, 449/693, d1=0.372, d2=0.412 g=2.486 2/2 [==============================] - 0s 12ms/step >44, 450/693, d1=0.318, d2=0.353 g=3.376 2/2 [==============================] - 0s 12ms/step >44, 451/693, d1=0.412, d2=0.405 g=3.513 2/2 [==============================] - 0s 13ms/step >44, 452/693, d1=0.494, d2=0.334 g=3.463 2/2 [==============================] - 0s 13ms/step >44, 453/693, d1=0.212, d2=0.237 g=2.255 2/2 [==============================] - 0s 13ms/step >44, 454/693, d1=0.345, d2=0.305 g=2.991 2/2 [==============================] - 0s 14ms/step >44, 455/693, d1=0.324, d2=0.240 g=2.457 2/2 [==============================] - 0s 12ms/step >44, 456/693, d1=0.324, d2=0.302 g=2.847 2/2 [==============================] - 0s 14ms/step >44, 457/693, d1=0.400, d2=0.405 g=2.287 2/2 [==============================] - 0s 13ms/step >44, 458/693, d1=0.370, d2=0.324 g=2.440 2/2 [==============================] - 0s 12ms/step >44, 459/693, d1=0.297, d2=0.315 g=3.529 2/2 [==============================] - 0s 13ms/step >44, 460/693, d1=0.308, d2=0.231 g=3.380 2/2 [==============================] - 0s 14ms/step >44, 461/693, d1=0.429, d2=0.277 g=2.143 2/2 [==============================] - 0s 14ms/step >44, 462/693, d1=0.332, d2=0.282 g=2.530 2/2 [==============================] - 0s 13ms/step >44, 463/693, d1=0.336, d2=0.385 g=3.065 2/2 [==============================] - 0s 17ms/step >44, 464/693, d1=0.231, d2=0.318 g=3.165 2/2 [==============================] - 0s 14ms/step >44, 465/693, d1=0.503, d2=0.270 g=2.551 2/2 [==============================] - 0s 14ms/step >44, 466/693, d1=0.367, d2=0.311 g=3.590 2/2 [==============================] - 0s 16ms/step >44, 467/693, d1=0.511, d2=0.485 g=3.474 2/2 [==============================] - 0s 13ms/step >44, 468/693, d1=0.395, d2=0.238 g=3.325 2/2 [==============================] - 0s 13ms/step >44, 469/693, d1=0.478, d2=0.399 g=3.969 2/2 [==============================] - 0s 12ms/step >44, 470/693, d1=0.421, d2=0.331 g=3.081 2/2 [==============================] - 0s 16ms/step >44, 471/693, d1=0.406, d2=0.384 g=2.797 2/2 [==============================] - 0s 14ms/step >44, 472/693, d1=0.426, d2=0.347 g=3.192 2/2 [==============================] - 0s 13ms/step >44, 473/693, d1=0.358, d2=0.250 g=3.481 2/2 [==============================] - 0s 14ms/step >44, 474/693, d1=0.530, d2=0.342 g=2.889 2/2 [==============================] - 0s 13ms/step >44, 475/693, d1=0.447, d2=0.355 g=2.424 2/2 [==============================] - 0s 14ms/step >44, 476/693, d1=0.480, d2=0.390 g=2.748 2/2 [==============================] - 0s 14ms/step >44, 477/693, d1=0.394, d2=0.364 g=3.141 2/2 [==============================] - 0s 12ms/step >44, 478/693, d1=0.318, d2=0.404 g=2.820 2/2 [==============================] - 0s 14ms/step >44, 479/693, d1=0.299, d2=0.215 g=3.921 2/2 [==============================] - 0s 13ms/step >44, 480/693, d1=0.381, d2=0.310 g=3.038 2/2 [==============================] - 0s 13ms/step >44, 481/693, d1=0.357, d2=0.269 g=3.414 2/2 [==============================] - 0s 11ms/step >44, 482/693, d1=0.375, d2=0.423 g=2.991 2/2 [==============================] - 0s 14ms/step >44, 483/693, d1=0.491, d2=0.354 g=3.377 2/2 [==============================] - 0s 13ms/step >44, 484/693, d1=0.566, d2=0.270 g=3.188 2/2 [==============================] - 0s 13ms/step >44, 485/693, d1=0.432, d2=0.524 g=2.528 2/2 [==============================] - 0s 13ms/step >44, 486/693, d1=0.354, d2=0.299 g=3.459 2/2 [==============================] - 0s 14ms/step >44, 487/693, d1=0.433, d2=0.275 g=2.711 2/2 [==============================] - 0s 15ms/step >44, 488/693, d1=0.351, d2=0.337 g=2.074 2/2 [==============================] - 0s 13ms/step >44, 489/693, d1=0.396, d2=0.399 g=2.666 2/2 [==============================] - 0s 14ms/step >44, 490/693, d1=0.307, d2=0.279 g=3.726 2/2 [==============================] - 0s 12ms/step >44, 491/693, d1=0.425, d2=0.278 g=2.750 2/2 [==============================] - 0s 13ms/step >44, 492/693, d1=0.327, d2=0.371 g=3.272 2/2 [==============================] - 0s 13ms/step >44, 493/693, d1=0.353, d2=0.327 g=3.210 2/2 [==============================] - 0s 12ms/step >44, 494/693, d1=0.448, d2=0.443 g=3.929 2/2 [==============================] - 0s 14ms/step >44, 495/693, d1=0.335, d2=0.251 g=2.750 2/2 [==============================] - 0s 12ms/step >44, 496/693, d1=0.473, d2=0.265 g=3.078 2/2 [==============================] - 0s 12ms/step >44, 497/693, d1=0.336, d2=0.294 g=2.531 2/2 [==============================] - 0s 12ms/step >44, 498/693, d1=0.398, d2=0.315 g=2.736 2/2 [==============================] - 0s 15ms/step >44, 499/693, d1=0.557, d2=0.324 g=2.924 2/2 [==============================] - 0s 13ms/step >44, 500/693, d1=0.440, d2=0.302 g=2.392 2/2 [==============================] - 0s 13ms/step >44, 501/693, d1=0.294, d2=0.301 g=3.360 2/2 [==============================] - 0s 12ms/step >44, 502/693, d1=0.441, d2=0.333 g=2.562 2/2 [==============================] - 0s 11ms/step >44, 503/693, d1=0.347, d2=0.388 g=3.263 2/2 [==============================] - 0s 13ms/step >44, 504/693, d1=0.528, d2=0.334 g=2.646 2/2 [==============================] - 0s 13ms/step >44, 505/693, d1=0.381, d2=0.371 g=2.757 2/2 [==============================] - 0s 15ms/step >44, 506/693, d1=0.548, d2=0.434 g=2.570 2/2 [==============================] - 0s 12ms/step >44, 507/693, d1=0.447, d2=0.397 g=2.714 2/2 [==============================] - 0s 13ms/step >44, 508/693, d1=0.469, d2=0.236 g=3.660 2/2 [==============================] - 0s 14ms/step >44, 509/693, d1=0.394, d2=0.367 g=3.732 2/2 [==============================] - 0s 15ms/step >44, 510/693, d1=0.433, d2=0.417 g=2.782 2/2 [==============================] - 0s 12ms/step >44, 511/693, d1=0.335, d2=0.287 g=3.030 2/2 [==============================] - 0s 14ms/step >44, 512/693, d1=0.401, d2=0.402 g=2.791 2/2 [==============================] - 0s 14ms/step >44, 513/693, d1=0.416, d2=0.236 g=2.959 2/2 [==============================] - 0s 12ms/step >44, 514/693, d1=0.358, d2=0.252 g=2.813 2/2 [==============================] - 0s 11ms/step >44, 515/693, d1=0.432, d2=0.379 g=2.987 2/2 [==============================] - 0s 13ms/step >44, 516/693, d1=0.364, d2=0.398 g=2.547 2/2 [==============================] - 0s 13ms/step >44, 517/693, d1=0.364, d2=0.353 g=3.483 2/2 [==============================] - 0s 16ms/step >44, 518/693, d1=0.350, d2=0.283 g=2.692 2/2 [==============================] - 0s 14ms/step >44, 519/693, d1=0.428, d2=0.323 g=2.871 2/2 [==============================] - 0s 15ms/step >44, 520/693, d1=0.379, d2=0.385 g=3.425 2/2 [==============================] - 0s 13ms/step >44, 521/693, d1=0.307, d2=0.336 g=3.497 2/2 [==============================] - 0s 12ms/step >44, 522/693, d1=0.380, d2=0.389 g=2.829 2/2 [==============================] - 0s 14ms/step >44, 523/693, d1=0.475, d2=0.345 g=2.714 2/2 [==============================] - 0s 14ms/step >44, 524/693, d1=0.405, d2=0.258 g=2.834 2/2 [==============================] - 0s 13ms/step >44, 525/693, d1=0.450, d2=0.349 g=2.497 2/2 [==============================] - 0s 11ms/step >44, 526/693, d1=0.396, d2=0.332 g=2.935 2/2 [==============================] - 0s 15ms/step >44, 527/693, d1=0.326, d2=0.353 g=2.811 2/2 [==============================] - 0s 12ms/step >44, 528/693, d1=0.413, d2=0.321 g=3.174 2/2 [==============================] - 0s 12ms/step >44, 529/693, d1=0.469, d2=0.359 g=3.216 2/2 [==============================] - 0s 14ms/step >44, 530/693, d1=0.343, d2=0.420 g=2.860 2/2 [==============================] - 0s 13ms/step >44, 531/693, d1=0.383, d2=0.355 g=3.300 2/2 [==============================] - 0s 14ms/step >44, 532/693, d1=0.405, d2=0.313 g=3.802 2/2 [==============================] - 0s 14ms/step >44, 533/693, d1=0.605, d2=0.330 g=3.457 2/2 [==============================] - 0s 14ms/step >44, 534/693, d1=0.379, d2=0.270 g=3.666 2/2 [==============================] - 0s 14ms/step >44, 535/693, d1=0.368, d2=0.533 g=2.231 2/2 [==============================] - 0s 12ms/step >44, 536/693, d1=0.438, d2=0.451 g=3.445 2/2 [==============================] - 0s 15ms/step >44, 537/693, d1=0.456, d2=0.290 g=3.065 2/2 [==============================] - 0s 13ms/step >44, 538/693, d1=0.535, d2=0.473 g=2.327 2/2 [==============================] - 0s 13ms/step >44, 539/693, d1=0.425, d2=0.319 g=2.279 2/2 [==============================] - 0s 12ms/step >44, 540/693, d1=0.395, d2=0.358 g=3.648 2/2 [==============================] - 0s 13ms/step >44, 541/693, d1=0.209, d2=0.345 g=4.727 2/2 [==============================] - 0s 16ms/step >44, 542/693, d1=0.561, d2=0.252 g=4.132 2/2 [==============================] - 0s 13ms/step >44, 543/693, d1=0.413, d2=0.309 g=2.449 2/2 [==============================] - 0s 12ms/step >44, 544/693, d1=0.431, d2=0.317 g=3.194 2/2 [==============================] - 0s 13ms/step >44, 545/693, d1=0.392, d2=0.453 g=3.644 2/2 [==============================] - 0s 13ms/step >44, 546/693, d1=0.331, d2=0.334 g=3.842 2/2 [==============================] - 0s 13ms/step >44, 547/693, d1=0.333, d2=0.250 g=3.250 2/2 [==============================] - 0s 14ms/step >44, 548/693, d1=0.525, d2=0.330 g=3.403 2/2 [==============================] - 0s 15ms/step >44, 549/693, d1=0.326, d2=0.392 g=2.887 2/2 [==============================] - 0s 12ms/step >44, 550/693, d1=0.426, d2=0.423 g=4.119 2/2 [==============================] - 0s 11ms/step >44, 551/693, d1=0.397, d2=0.373 g=2.886 2/2 [==============================] - 0s 12ms/step >44, 552/693, d1=0.554, d2=0.471 g=3.860 2/2 [==============================] - 0s 14ms/step >44, 553/693, d1=0.303, d2=0.278 g=3.568 2/2 [==============================] - 0s 13ms/step >44, 554/693, d1=0.422, d2=0.383 g=4.086 2/2 [==============================] - 0s 15ms/step >44, 555/693, d1=0.463, d2=0.337 g=2.807 2/2 [==============================] - 0s 13ms/step >44, 556/693, d1=0.369, d2=0.298 g=3.110 2/2 [==============================] - 0s 14ms/step >44, 557/693, d1=0.351, d2=0.365 g=2.705 2/2 [==============================] - 0s 14ms/step >44, 558/693, d1=0.438, d2=0.357 g=2.864 2/2 [==============================] - 0s 14ms/step >44, 559/693, d1=0.303, d2=0.336 g=2.945 2/2 [==============================] - 0s 14ms/step >44, 560/693, d1=0.268, d2=0.275 g=2.748 2/2 [==============================] - 0s 14ms/step >44, 561/693, d1=0.496, d2=0.226 g=3.701 2/2 [==============================] - 0s 15ms/step >44, 562/693, d1=0.320, d2=0.403 g=2.763 2/2 [==============================] - 0s 15ms/step >44, 563/693, d1=0.483, d2=0.445 g=3.961 2/2 [==============================] - 0s 14ms/step >44, 564/693, d1=0.390, d2=0.338 g=3.178 2/2 [==============================] - 0s 15ms/step >44, 565/693, d1=0.445, d2=0.466 g=2.659 2/2 [==============================] - 0s 11ms/step >44, 566/693, d1=0.483, d2=0.389 g=3.492 2/2 [==============================] - 0s 14ms/step >44, 567/693, d1=0.435, d2=0.355 g=3.205 2/2 [==============================] - 0s 13ms/step >44, 568/693, d1=0.481, d2=0.254 g=3.986 2/2 [==============================] - 0s 15ms/step >44, 569/693, d1=0.387, d2=0.391 g=2.983 2/2 [==============================] - 0s 14ms/step >44, 570/693, d1=0.418, d2=0.360 g=2.198 2/2 [==============================] - 0s 13ms/step >44, 571/693, d1=0.417, d2=0.337 g=2.680 2/2 [==============================] - 0s 14ms/step >44, 572/693, d1=0.355, d2=0.469 g=3.227 2/2 [==============================] - 0s 13ms/step >44, 573/693, d1=0.509, d2=0.360 g=3.240 2/2 [==============================] - 0s 15ms/step >44, 574/693, d1=0.407, d2=0.349 g=4.298 2/2 [==============================] - 0s 13ms/step >44, 575/693, d1=0.452, d2=0.321 g=3.092 2/2 [==============================] - 0s 13ms/step >44, 576/693, d1=0.440, d2=0.304 g=2.725 2/2 [==============================] - 0s 11ms/step >44, 577/693, d1=0.451, d2=0.466 g=3.069 2/2 [==============================] - 0s 12ms/step >44, 578/693, d1=0.421, d2=0.494 g=2.338 2/2 [==============================] - 0s 14ms/step >44, 579/693, d1=0.488, d2=0.304 g=2.696 2/2 [==============================] - 0s 13ms/step >44, 580/693, d1=0.432, d2=0.366 g=3.332 2/2 [==============================] - 0s 14ms/step >44, 581/693, d1=0.405, d2=0.308 g=3.058 2/2 [==============================] - 0s 13ms/step >44, 582/693, d1=0.317, d2=0.344 g=2.885 2/2 [==============================] - 0s 14ms/step >44, 583/693, d1=0.465, d2=0.224 g=2.844 2/2 [==============================] - 0s 13ms/step >44, 584/693, d1=0.353, d2=0.294 g=2.699 2/2 [==============================] - 0s 13ms/step >44, 585/693, d1=0.511, d2=0.428 g=2.899 2/2 [==============================] - 0s 13ms/step >44, 586/693, d1=0.477, d2=0.401 g=2.864 2/2 [==============================] - 0s 15ms/step >44, 587/693, d1=0.364, d2=0.245 g=3.318 2/2 [==============================] - 0s 15ms/step >44, 588/693, d1=0.312, d2=0.322 g=3.642 2/2 [==============================] - 0s 14ms/step >44, 589/693, d1=0.365, d2=0.330 g=2.745 2/2 [==============================] - 0s 12ms/step >44, 590/693, d1=0.497, d2=0.357 g=3.408 2/2 [==============================] - 0s 13ms/step >44, 591/693, d1=0.323, d2=0.382 g=3.436 2/2 [==============================] - 0s 11ms/step >44, 592/693, d1=0.402, d2=0.339 g=1.928 2/2 [==============================] - 0s 14ms/step >44, 593/693, d1=0.311, d2=0.368 g=3.115 2/2 [==============================] - 0s 12ms/step >44, 594/693, d1=0.400, d2=0.387 g=3.112 2/2 [==============================] - 0s 11ms/step >44, 595/693, d1=0.512, d2=0.410 g=2.371 2/2 [==============================] - 0s 14ms/step >44, 596/693, d1=0.314, d2=0.299 g=2.504 2/2 [==============================] - 0s 14ms/step >44, 597/693, d1=0.412, d2=0.344 g=3.100 2/2 [==============================] - 0s 13ms/step >44, 598/693, d1=0.369, d2=0.275 g=2.581 2/2 [==============================] - 0s 12ms/step >44, 599/693, d1=0.388, d2=0.402 g=2.362 2/2 [==============================] - 0s 13ms/step >44, 600/693, d1=0.468, d2=0.263 g=2.162 2/2 [==============================] - 0s 14ms/step >44, 601/693, d1=0.392, d2=0.307 g=2.370 2/2 [==============================] - 0s 12ms/step >44, 602/693, d1=0.400, d2=0.506 g=3.021 2/2 [==============================] - 0s 16ms/step >44, 603/693, d1=0.370, d2=0.387 g=2.451 2/2 [==============================] - 0s 12ms/step >44, 604/693, d1=0.533, d2=0.285 g=3.124 2/2 [==============================] - 0s 13ms/step >44, 605/693, d1=0.499, d2=0.380 g=2.443 2/2 [==============================] - 0s 12ms/step >44, 606/693, d1=0.398, d2=0.499 g=2.541 2/2 [==============================] - 0s 15ms/step >44, 607/693, d1=0.345, d2=0.297 g=3.038 2/2 [==============================] - 0s 15ms/step >44, 608/693, d1=0.468, d2=0.323 g=2.519 2/2 [==============================] - 0s 13ms/step >44, 609/693, d1=0.488, d2=0.375 g=2.914 2/2 [==============================] - 0s 13ms/step >44, 610/693, d1=0.424, d2=0.342 g=2.927 2/2 [==============================] - 0s 12ms/step >44, 611/693, d1=0.419, d2=0.282 g=2.420 2/2 [==============================] - 0s 12ms/step >44, 612/693, d1=0.376, d2=0.379 g=2.590 2/2 [==============================] - 0s 15ms/step >44, 613/693, d1=0.497, d2=0.332 g=2.813 2/2 [==============================] - 0s 12ms/step >44, 614/693, d1=0.288, d2=0.346 g=3.109 2/2 [==============================] - 0s 12ms/step >44, 615/693, d1=0.434, d2=0.326 g=3.283 2/2 [==============================] - 0s 14ms/step >44, 616/693, d1=0.408, d2=0.360 g=3.808 2/2 [==============================] - 0s 14ms/step >44, 617/693, d1=0.416, d2=0.361 g=3.134 2/2 [==============================] - 0s 13ms/step >44, 618/693, d1=0.429, d2=0.344 g=2.732 2/2 [==============================] - 0s 13ms/step >44, 619/693, d1=0.330, d2=0.283 g=2.681 2/2 [==============================] - 0s 14ms/step >44, 620/693, d1=0.380, d2=0.350 g=2.570 2/2 [==============================] - 0s 13ms/step >44, 621/693, d1=0.490, d2=0.278 g=2.402 2/2 [==============================] - 0s 13ms/step >44, 622/693, d1=0.419, d2=0.628 g=2.674 2/2 [==============================] - 0s 12ms/step >44, 623/693, d1=0.444, d2=0.310 g=2.860 2/2 [==============================] - 0s 14ms/step >44, 624/693, d1=0.325, d2=0.323 g=2.979 2/2 [==============================] - 0s 16ms/step >44, 625/693, d1=0.489, d2=0.291 g=2.846 2/2 [==============================] - 0s 11ms/step >44, 626/693, d1=0.424, d2=0.327 g=2.585 2/2 [==============================] - 0s 12ms/step >44, 627/693, d1=0.421, d2=0.419 g=2.816 2/2 [==============================] - 0s 14ms/step >44, 628/693, d1=0.441, d2=0.397 g=2.353 2/2 [==============================] - 0s 13ms/step >44, 629/693, d1=0.245, d2=0.314 g=2.764 2/2 [==============================] - 0s 12ms/step >44, 630/693, d1=0.564, d2=0.309 g=2.876 2/2 [==============================] - 0s 12ms/step >44, 631/693, d1=0.345, d2=0.337 g=3.106 2/2 [==============================] - 0s 13ms/step >44, 632/693, d1=0.425, d2=0.422 g=2.550 2/2 [==============================] - 0s 13ms/step >44, 633/693, d1=0.529, d2=0.301 g=2.871 2/2 [==============================] - 0s 15ms/step >44, 634/693, d1=0.437, d2=0.371 g=2.334 2/2 [==============================] - 0s 14ms/step >44, 635/693, d1=0.364, d2=0.348 g=3.038 2/2 [==============================] - 0s 13ms/step >44, 636/693, d1=0.450, d2=0.435 g=5.089 2/2 [==============================] - 0s 13ms/step >44, 637/693, d1=0.603, d2=0.253 g=5.591 2/2 [==============================] - 0s 14ms/step >44, 638/693, d1=0.311, d2=0.442 g=5.342 2/2 [==============================] - 0s 12ms/step >44, 639/693, d1=0.525, d2=0.297 g=3.649 2/2 [==============================] - 0s 14ms/step >44, 640/693, d1=0.515, d2=0.416 g=6.561 2/2 [==============================] - 0s 12ms/step >44, 641/693, d1=0.378, d2=0.505 g=2.453 2/2 [==============================] - 0s 14ms/step >44, 642/693, d1=0.454, d2=0.475 g=3.692 2/2 [==============================] - 0s 13ms/step >44, 643/693, d1=0.454, d2=0.304 g=2.667 2/2 [==============================] - 0s 12ms/step >44, 644/693, d1=0.292, d2=0.241 g=6.121 2/2 [==============================] - 0s 13ms/step >44, 645/693, d1=0.482, d2=0.258 g=5.635 2/2 [==============================] - 0s 13ms/step >44, 646/693, d1=0.436, d2=0.327 g=5.414 2/2 [==============================] - 0s 17ms/step >44, 647/693, d1=0.254, d2=0.398 g=4.176 2/2 [==============================] - 0s 12ms/step >44, 648/693, d1=0.405, d2=0.279 g=4.249 2/2 [==============================] - 0s 12ms/step >44, 649/693, d1=0.322, d2=0.287 g=4.518 2/2 [==============================] - 0s 13ms/step >44, 650/693, d1=0.526, d2=0.391 g=6.879 2/2 [==============================] - 0s 13ms/step >44, 651/693, d1=0.290, d2=0.416 g=5.217 2/2 [==============================] - 0s 13ms/step >44, 652/693, d1=0.355, d2=0.312 g=7.957 2/2 [==============================] - 0s 14ms/step >44, 653/693, d1=0.384, d2=0.332 g=4.282 2/2 [==============================] - 0s 13ms/step >44, 654/693, d1=0.318, d2=0.316 g=4.280 2/2 [==============================] - 0s 12ms/step >44, 655/693, d1=0.362, d2=0.384 g=4.301 2/2 [==============================] - 0s 14ms/step >44, 656/693, d1=0.532, d2=0.299 g=4.509 2/2 [==============================] - 0s 12ms/step >44, 657/693, d1=0.551, d2=0.334 g=2.593 2/2 [==============================] - 0s 12ms/step >44, 658/693, d1=0.306, d2=0.358 g=3.696 2/2 [==============================] - 0s 12ms/step >44, 659/693, d1=0.351, d2=0.389 g=4.505 2/2 [==============================] - 0s 12ms/step >44, 660/693, d1=0.381, d2=0.222 g=2.993 2/2 [==============================] - 0s 13ms/step >44, 661/693, d1=0.406, d2=0.340 g=3.427 2/2 [==============================] - 0s 13ms/step >44, 662/693, d1=0.502, d2=0.295 g=2.976 2/2 [==============================] - 0s 13ms/step >44, 663/693, d1=0.350, d2=0.309 g=4.318 2/2 [==============================] - 0s 13ms/step >44, 664/693, d1=0.363, d2=0.271 g=4.246 2/2 [==============================] - 0s 14ms/step >44, 665/693, d1=0.495, d2=0.452 g=4.781 2/2 [==============================] - 0s 14ms/step >44, 666/693, d1=0.348, d2=0.316 g=3.259 2/2 [==============================] - 0s 13ms/step >44, 667/693, d1=0.351, d2=0.330 g=3.529 2/2 [==============================] - 0s 12ms/step >44, 668/693, d1=0.351, d2=0.391 g=4.965 2/2 [==============================] - 0s 14ms/step >44, 669/693, d1=0.528, d2=0.317 g=4.195 2/2 [==============================] - 0s 14ms/step >44, 670/693, d1=0.557, d2=0.385 g=2.671 2/2 [==============================] - 0s 13ms/step >44, 671/693, d1=0.267, d2=0.534 g=3.536 2/2 [==============================] - 0s 12ms/step >44, 672/693, d1=0.340, d2=0.299 g=4.581 2/2 [==============================] - 0s 13ms/step >44, 673/693, d1=0.460, d2=0.318 g=5.111 2/2 [==============================] - 0s 13ms/step >44, 674/693, d1=0.596, d2=0.335 g=5.812 2/2 [==============================] - 0s 12ms/step >44, 675/693, d1=0.347, d2=0.369 g=5.403 2/2 [==============================] - 0s 14ms/step >44, 676/693, d1=0.451, d2=0.359 g=4.438 2/2 [==============================] - 0s 13ms/step >44, 677/693, d1=0.464, d2=0.349 g=3.379 2/2 [==============================] - 0s 13ms/step >44, 678/693, d1=0.364, d2=0.356 g=3.426 2/2 [==============================] - 0s 13ms/step >44, 679/693, d1=0.325, d2=0.359 g=4.364 2/2 [==============================] - 0s 12ms/step >44, 680/693, d1=0.416, d2=0.302 g=4.064 2/2 [==============================] - 0s 14ms/step >44, 681/693, d1=0.582, d2=0.284 g=3.848 2/2 [==============================] - 0s 14ms/step >44, 682/693, d1=0.367, d2=0.460 g=3.959 2/2 [==============================] - 0s 12ms/step >44, 683/693, d1=0.317, d2=0.321 g=4.885 2/2 [==============================] - 0s 12ms/step >44, 684/693, d1=0.517, d2=0.361 g=2.746 2/2 [==============================] - 0s 13ms/step >44, 685/693, d1=0.400, d2=0.265 g=4.636 2/2 [==============================] - 0s 14ms/step >44, 686/693, d1=0.380, d2=0.328 g=4.671 2/2 [==============================] - 0s 12ms/step >44, 687/693, d1=0.367, d2=0.286 g=4.059 2/2 [==============================] - 0s 13ms/step >44, 688/693, d1=0.524, d2=0.412 g=4.988 2/2 [==============================] - 0s 14ms/step >44, 689/693, d1=0.331, d2=0.455 g=5.069 2/2 [==============================] - 0s 13ms/step >44, 690/693, d1=0.349, d2=0.205 g=5.485 2/2 [==============================] - 0s 12ms/step >44, 691/693, d1=0.403, d2=0.315 g=4.860 2/2 [==============================] - 0s 12ms/step >44, 692/693, d1=0.444, d2=0.456 g=4.346 2/2 [==============================] - 0s 11ms/step >44, 693/693, d1=0.466, d2=0.587 g=4.196 2/2 [==============================] - 0s 11ms/step >45, 1/693, d1=0.434, d2=0.258 g=4.010 2/2 [==============================] - 0s 12ms/step >45, 2/693, d1=0.518, d2=0.295 g=4.457 2/2 [==============================] - 0s 14ms/step >45, 3/693, d1=0.414, d2=0.362 g=3.664 2/2 [==============================] - 0s 14ms/step >45, 4/693, d1=0.421, d2=0.494 g=4.064 2/2 [==============================] - 0s 12ms/step >45, 5/693, d1=0.553, d2=0.283 g=5.149 2/2 [==============================] - 0s 13ms/step >45, 6/693, d1=0.390, d2=0.314 g=5.336 2/2 [==============================] - 0s 13ms/step >45, 7/693, d1=0.524, d2=0.282 g=4.727 2/2 [==============================] - 0s 12ms/step >45, 8/693, d1=0.423, d2=0.354 g=3.961 2/2 [==============================] - 0s 13ms/step >45, 9/693, d1=0.314, d2=0.236 g=3.327 2/2 [==============================] - 0s 13ms/step >45, 10/693, d1=0.403, d2=0.298 g=3.563 2/2 [==============================] - 0s 13ms/step >45, 11/693, d1=0.375, d2=0.483 g=2.795 2/2 [==============================] - 0s 12ms/step >45, 12/693, d1=0.390, d2=0.431 g=3.863 2/2 [==============================] - 0s 13ms/step >45, 13/693, d1=0.459, d2=0.284 g=3.796 2/2 [==============================] - 0s 13ms/step >45, 14/693, d1=0.507, d2=0.308 g=3.340 2/2 [==============================] - 0s 12ms/step >45, 15/693, d1=0.341, d2=0.334 g=3.353 2/2 [==============================] - 0s 12ms/step >45, 16/693, d1=0.362, d2=0.394 g=4.293 2/2 [==============================] - 0s 13ms/step >45, 17/693, d1=0.400, d2=0.326 g=5.110 2/2 [==============================] - 0s 13ms/step >45, 18/693, d1=0.468, d2=0.390 g=6.057 2/2 [==============================] - 0s 13ms/step >45, 19/693, d1=0.440, d2=0.365 g=3.405 2/2 [==============================] - 0s 14ms/step >45, 20/693, d1=0.507, d2=0.367 g=4.066 2/2 [==============================] - 0s 13ms/step >45, 21/693, d1=0.338, d2=0.312 g=3.648 2/2 [==============================] - 0s 13ms/step >45, 22/693, d1=0.436, d2=0.457 g=3.821 2/2 [==============================] - 0s 13ms/step >45, 23/693, d1=0.352, d2=0.273 g=2.780 2/2 [==============================] - 0s 11ms/step >45, 24/693, d1=0.299, d2=0.437 g=3.528 2/2 [==============================] - 0s 14ms/step >45, 25/693, d1=0.358, d2=0.374 g=4.741 2/2 [==============================] - 0s 14ms/step >45, 26/693, d1=0.706, d2=0.299 g=4.508 2/2 [==============================] - 0s 14ms/step >45, 27/693, d1=0.590, d2=0.284 g=4.386 2/2 [==============================] - 0s 15ms/step >45, 28/693, d1=0.455, d2=0.591 g=4.301 2/2 [==============================] - 0s 14ms/step >45, 29/693, d1=0.470, d2=0.373 g=4.124 2/2 [==============================] - 0s 13ms/step >45, 30/693, d1=0.433, d2=0.312 g=3.633 2/2 [==============================] - 0s 12ms/step >45, 31/693, d1=0.458, d2=0.344 g=3.427 2/2 [==============================] - 0s 12ms/step >45, 32/693, d1=0.338, d2=0.307 g=3.403 2/2 [==============================] - 0s 11ms/step >45, 33/693, d1=0.409, d2=0.345 g=3.253 2/2 [==============================] - 0s 11ms/step >45, 34/693, d1=0.420, d2=0.376 g=3.671 2/2 [==============================] - 0s 12ms/step >45, 35/693, d1=0.464, d2=0.359 g=2.590 2/2 [==============================] - 0s 12ms/step >45, 36/693, d1=0.446, d2=0.310 g=3.563 2/2 [==============================] - 0s 14ms/step >45, 37/693, d1=0.432, d2=0.410 g=4.626 2/2 [==============================] - 0s 14ms/step >45, 38/693, d1=0.386, d2=0.424 g=3.500 2/2 [==============================] - 0s 13ms/step >45, 39/693, d1=0.408, d2=0.325 g=4.144 2/2 [==============================] - 0s 14ms/step >45, 40/693, d1=0.489, d2=0.341 g=3.185 2/2 [==============================] - 0s 13ms/step >45, 41/693, d1=0.425, d2=0.394 g=4.668 2/2 [==============================] - 0s 13ms/step >45, 42/693, d1=0.373, d2=0.319 g=3.370 2/2 [==============================] - 0s 14ms/step >45, 43/693, d1=0.333, d2=0.454 g=4.467 2/2 [==============================] - 0s 12ms/step >45, 44/693, d1=0.544, d2=0.279 g=2.750 2/2 [==============================] - 0s 13ms/step >45, 45/693, d1=0.455, d2=0.308 g=3.473 2/2 [==============================] - 0s 13ms/step >45, 46/693, d1=0.335, d2=0.445 g=3.182 2/2 [==============================] - 0s 13ms/step >45, 47/693, d1=0.269, d2=0.392 g=5.182 2/2 [==============================] - 0s 14ms/step >45, 48/693, d1=0.515, d2=0.252 g=3.646 2/2 [==============================] - 0s 15ms/step >45, 49/693, d1=0.359, d2=0.372 g=4.692 2/2 [==============================] - 0s 12ms/step >45, 50/693, d1=0.364, d2=0.336 g=4.732 2/2 [==============================] - 0s 14ms/step >45, 51/693, d1=0.292, d2=0.450 g=5.119 2/2 [==============================] - 0s 13ms/step >45, 52/693, d1=0.561, d2=0.228 g=2.592 2/2 [==============================] - 0s 13ms/step >45, 53/693, d1=0.368, d2=0.432 g=4.229 2/2 [==============================] - 0s 13ms/step >45, 54/693, d1=0.408, d2=0.377 g=6.257 2/2 [==============================] - 0s 13ms/step >45, 55/693, d1=0.458, d2=0.276 g=3.169 2/2 [==============================] - 0s 13ms/step >45, 56/693, d1=0.425, d2=0.378 g=3.272 2/2 [==============================] - 0s 13ms/step >45, 57/693, d1=0.370, d2=0.377 g=3.926 2/2 [==============================] - 0s 14ms/step >45, 58/693, d1=0.252, d2=0.308 g=4.271 2/2 [==============================] - 0s 13ms/step >45, 59/693, d1=0.434, d2=0.377 g=5.042 2/2 [==============================] - 0s 14ms/step >45, 60/693, d1=0.389, d2=0.263 g=2.775 2/2 [==============================] - 0s 12ms/step >45, 61/693, d1=0.331, d2=0.388 g=2.510 2/2 [==============================] - 0s 12ms/step >45, 62/693, d1=0.399, d2=0.351 g=4.945 2/2 [==============================] - 0s 13ms/step >45, 63/693, d1=0.397, d2=0.351 g=3.811 2/2 [==============================] - 0s 13ms/step >45, 64/693, d1=0.307, d2=0.302 g=5.265 2/2 [==============================] - 0s 13ms/step >45, 65/693, d1=0.407, d2=0.273 g=3.875 2/2 [==============================] - 0s 12ms/step >45, 66/693, d1=0.461, d2=0.414 g=5.371 2/2 [==============================] - 0s 13ms/step >45, 67/693, d1=0.284, d2=0.248 g=4.830 2/2 [==============================] - 0s 12ms/step >45, 68/693, d1=0.532, d2=0.389 g=4.813 2/2 [==============================] - 0s 13ms/step >45, 69/693, d1=0.438, d2=0.331 g=4.333 2/2 [==============================] - 0s 13ms/step >45, 70/693, d1=0.364, d2=0.557 g=6.027 2/2 [==============================] - 0s 11ms/step >45, 71/693, d1=0.468, d2=0.335 g=2.944 2/2 [==============================] - 0s 13ms/step >45, 72/693, d1=0.419, d2=0.302 g=3.466 2/2 [==============================] - 0s 13ms/step >45, 73/693, d1=0.311, d2=0.324 g=4.928 2/2 [==============================] - 0s 12ms/step >45, 74/693, d1=0.414, d2=0.525 g=2.970 2/2 [==============================] - 0s 13ms/step >45, 75/693, d1=0.464, d2=0.193 g=4.736 2/2 [==============================] - 0s 14ms/step >45, 76/693, d1=0.417, d2=0.344 g=3.351 2/2 [==============================] - 0s 13ms/step >45, 77/693, d1=0.551, d2=0.456 g=4.762 2/2 [==============================] - 0s 12ms/step >45, 78/693, d1=0.392, d2=0.377 g=3.231 2/2 [==============================] - 0s 15ms/step >45, 79/693, d1=0.383, d2=0.316 g=4.010 2/2 [==============================] - 0s 12ms/step >45, 80/693, d1=0.333, d2=0.293 g=3.315 2/2 [==============================] - 0s 13ms/step >45, 81/693, d1=0.320, d2=0.357 g=3.326 2/2 [==============================] - 0s 12ms/step >45, 82/693, d1=0.409, d2=0.406 g=4.223 2/2 [==============================] - 0s 11ms/step >45, 83/693, d1=0.427, d2=0.307 g=3.502 2/2 [==============================] - 0s 14ms/step >45, 84/693, d1=0.624, d2=0.398 g=3.236 2/2 [==============================] - 0s 12ms/step >45, 85/693, d1=0.459, d2=0.366 g=4.598 2/2 [==============================] - 0s 12ms/step >45, 86/693, d1=0.397, d2=0.371 g=3.200 2/2 [==============================] - 0s 15ms/step >45, 87/693, d1=0.208, d2=0.267 g=3.243 2/2 [==============================] - 0s 15ms/step >45, 88/693, d1=0.475, d2=0.360 g=4.249 2/2 [==============================] - 0s 14ms/step >45, 89/693, d1=0.325, d2=0.277 g=3.105 2/2 [==============================] - 0s 13ms/step >45, 90/693, d1=0.357, d2=0.272 g=5.867 2/2 [==============================] - 0s 14ms/step >45, 91/693, d1=0.378, d2=0.337 g=2.476 2/2 [==============================] - 0s 14ms/step >45, 92/693, d1=0.442, d2=0.309 g=3.241 2/2 [==============================] - 0s 12ms/step >45, 93/693, d1=0.376, d2=0.297 g=3.635 2/2 [==============================] - 0s 11ms/step >45, 94/693, d1=0.405, d2=0.349 g=3.243 2/2 [==============================] - 0s 15ms/step >45, 95/693, d1=0.292, d2=0.294 g=4.551 2/2 [==============================] - 0s 13ms/step >45, 96/693, d1=0.423, d2=0.361 g=4.112 2/2 [==============================] - 0s 14ms/step >45, 97/693, d1=0.401, d2=0.393 g=4.594 2/2 [==============================] - 0s 12ms/step >45, 98/693, d1=0.498, d2=0.346 g=2.740 2/2 [==============================] - 0s 12ms/step >45, 99/693, d1=0.441, d2=0.313 g=3.193 2/2 [==============================] - 0s 12ms/step >45, 100/693, d1=0.296, d2=0.346 g=4.920 2/2 [==============================] - 0s 13ms/step >45, 101/693, d1=0.518, d2=0.490 g=4.418 2/2 [==============================] - 0s 11ms/step >45, 102/693, d1=0.506, d2=0.402 g=2.667 2/2 [==============================] - 0s 13ms/step >45, 103/693, d1=0.523, d2=0.271 g=3.321 2/2 [==============================] - 0s 13ms/step >45, 104/693, d1=0.422, d2=0.431 g=3.301 2/2 [==============================] - 0s 12ms/step >45, 105/693, d1=0.282, d2=0.373 g=4.622 2/2 [==============================] - 0s 13ms/step >45, 106/693, d1=0.488, d2=0.405 g=3.264 2/2 [==============================] - 0s 12ms/step >45, 107/693, d1=0.520, d2=0.395 g=4.913 2/2 [==============================] - 0s 15ms/step >45, 108/693, d1=0.265, d2=0.275 g=4.491 2/2 [==============================] - 0s 13ms/step >45, 109/693, d1=0.398, d2=0.268 g=4.217 2/2 [==============================] - 0s 13ms/step >45, 110/693, d1=0.494, d2=0.287 g=4.159 2/2 [==============================] - 0s 11ms/step >45, 111/693, d1=0.309, d2=0.323 g=3.749 2/2 [==============================] - 0s 12ms/step >45, 112/693, d1=0.389, d2=0.362 g=6.598 2/2 [==============================] - 0s 13ms/step >45, 113/693, d1=0.360, d2=0.384 g=4.447 2/2 [==============================] - 0s 13ms/step >45, 114/693, d1=0.405, d2=0.264 g=3.823 2/2 [==============================] - 0s 13ms/step >45, 115/693, d1=0.394, d2=0.321 g=3.268 2/2 [==============================] - 0s 13ms/step >45, 116/693, d1=0.350, d2=0.407 g=2.573 2/2 [==============================] - 0s 12ms/step >45, 117/693, d1=0.356, d2=0.313 g=2.038 2/2 [==============================] - 0s 13ms/step >45, 118/693, d1=0.379, d2=0.280 g=5.294 2/2 [==============================] - 0s 13ms/step >45, 119/693, d1=0.627, d2=0.342 g=4.176 2/2 [==============================] - 0s 12ms/step >45, 120/693, d1=0.397, d2=0.345 g=4.012 2/2 [==============================] - 0s 12ms/step >45, 121/693, d1=0.359, d2=0.317 g=4.925 2/2 [==============================] - 0s 13ms/step >45, 122/693, d1=0.412, d2=0.358 g=3.016 2/2 [==============================] - 0s 14ms/step >45, 123/693, d1=0.368, d2=0.385 g=3.634 2/2 [==============================] - 0s 14ms/step >45, 124/693, d1=0.353, d2=0.253 g=3.795 2/2 [==============================] - 0s 12ms/step >45, 125/693, d1=0.347, d2=0.257 g=3.873 2/2 [==============================] - 0s 12ms/step >45, 126/693, d1=0.258, d2=0.346 g=3.738 2/2 [==============================] - 0s 14ms/step >45, 127/693, d1=0.456, d2=0.319 g=4.650 2/2 [==============================] - 0s 14ms/step >45, 128/693, d1=0.314, d2=0.304 g=4.170 2/2 [==============================] - 0s 12ms/step >45, 129/693, d1=0.468, d2=0.295 g=4.592 2/2 [==============================] - 0s 12ms/step >45, 130/693, d1=0.363, d2=0.290 g=4.569 2/2 [==============================] - 0s 13ms/step >45, 131/693, d1=0.279, d2=0.295 g=4.284 2/2 [==============================] - 0s 13ms/step >45, 132/693, d1=0.337, d2=0.367 g=4.503 2/2 [==============================] - 0s 13ms/step >45, 133/693, d1=0.477, d2=0.321 g=4.591 2/2 [==============================] - 0s 14ms/step >45, 134/693, d1=0.501, d2=0.354 g=5.151 2/2 [==============================] - 0s 13ms/step >45, 135/693, d1=0.470, d2=0.272 g=5.781 2/2 [==============================] - 0s 15ms/step >45, 136/693, d1=0.452, d2=0.342 g=3.703 2/2 [==============================] - 0s 13ms/step >45, 137/693, d1=0.515, d2=0.385 g=2.836 2/2 [==============================] - 0s 13ms/step >45, 138/693, d1=0.455, d2=0.377 g=2.734 2/2 [==============================] - 0s 13ms/step >45, 139/693, d1=0.364, d2=0.314 g=5.808 2/2 [==============================] - 0s 13ms/step >45, 140/693, d1=0.472, d2=0.361 g=6.357 2/2 [==============================] - 0s 13ms/step >45, 141/693, d1=0.382, d2=0.270 g=4.223 2/2 [==============================] - 0s 13ms/step >45, 142/693, d1=0.450, d2=0.331 g=3.043 2/2 [==============================] - 0s 13ms/step >45, 143/693, d1=0.285, d2=0.347 g=3.555 2/2 [==============================] - 0s 15ms/step >45, 144/693, d1=0.382, d2=0.328 g=5.609 2/2 [==============================] - 0s 13ms/step >45, 145/693, d1=0.495, d2=0.352 g=3.277 2/2 [==============================] - 0s 18ms/step >45, 146/693, d1=0.439, d2=0.396 g=3.356 2/2 [==============================] - 0s 15ms/step >45, 147/693, d1=0.361, d2=0.370 g=5.143 2/2 [==============================] - 0s 13ms/step >45, 148/693, d1=0.416, d2=0.274 g=4.447 2/2 [==============================] - 0s 14ms/step >45, 149/693, d1=0.530, d2=0.357 g=4.405 2/2 [==============================] - 0s 14ms/step >45, 150/693, d1=0.333, d2=0.325 g=5.313 2/2 [==============================] - 0s 14ms/step >45, 151/693, d1=0.357, d2=0.385 g=5.039 2/2 [==============================] - 0s 12ms/step >45, 152/693, d1=0.362, d2=0.329 g=6.045 2/2 [==============================] - 0s 16ms/step >45, 153/693, d1=0.516, d2=0.396 g=4.073 2/2 [==============================] - 0s 13ms/step >45, 154/693, d1=0.391, d2=0.312 g=4.467 2/2 [==============================] - 0s 14ms/step >45, 155/693, d1=0.365, d2=0.394 g=3.922 2/2 [==============================] - 0s 13ms/step >45, 156/693, d1=0.435, d2=0.261 g=3.907 2/2 [==============================] - 0s 13ms/step >45, 157/693, d1=0.553, d2=0.331 g=4.123 2/2 [==============================] - 0s 9ms/step >45, 158/693, d1=0.183, d2=0.426 g=4.361 2/2 [==============================] - 0s 14ms/step >45, 159/693, d1=0.409, d2=0.315 g=3.076 2/2 [==============================] - 0s 14ms/step >45, 160/693, d1=0.506, d2=0.273 g=3.118 2/2 [==============================] - 0s 13ms/step >45, 161/693, d1=0.374, d2=0.317 g=3.852 2/2 [==============================] - 0s 14ms/step >45, 162/693, d1=0.356, d2=0.349 g=3.728 2/2 [==============================] - 0s 12ms/step >45, 163/693, d1=0.370, d2=0.364 g=4.279 2/2 [==============================] - 0s 14ms/step >45, 164/693, d1=0.380, d2=0.483 g=4.393 2/2 [==============================] - 0s 14ms/step >45, 165/693, d1=0.492, d2=0.268 g=4.052 2/2 [==============================] - 0s 13ms/step >45, 166/693, d1=0.463, d2=0.265 g=4.613 2/2 [==============================] - 0s 14ms/step >45, 167/693, d1=0.409, d2=0.342 g=4.714 2/2 [==============================] - 0s 12ms/step >45, 168/693, d1=0.456, d2=0.401 g=3.363 2/2 [==============================] - 0s 15ms/step >45, 169/693, d1=0.378, d2=0.420 g=4.132 2/2 [==============================] - 0s 14ms/step >45, 170/693, d1=0.367, d2=0.359 g=3.111 2/2 [==============================] - 0s 11ms/step >45, 171/693, d1=0.467, d2=0.313 g=4.261 2/2 [==============================] - 0s 12ms/step >45, 172/693, d1=0.439, d2=0.334 g=4.562 2/2 [==============================] - 0s 13ms/step >45, 173/693, d1=0.356, d2=0.319 g=3.936 2/2 [==============================] - 0s 14ms/step >45, 174/693, d1=0.304, d2=0.336 g=3.339 2/2 [==============================] - 0s 13ms/step >45, 175/693, d1=0.383, d2=0.261 g=4.184 2/2 [==============================] - 0s 14ms/step >45, 176/693, d1=0.402, d2=0.306 g=5.348 2/2 [==============================] - 0s 11ms/step >45, 177/693, d1=0.410, d2=0.371 g=3.106 2/2 [==============================] - 0s 15ms/step >45, 178/693, d1=0.470, d2=0.310 g=3.265 2/2 [==============================] - 0s 13ms/step >45, 179/693, d1=0.549, d2=0.350 g=4.082 2/2 [==============================] - 0s 14ms/step >45, 180/693, d1=0.346, d2=0.421 g=4.195 2/2 [==============================] - 0s 14ms/step >45, 181/693, d1=0.331, d2=0.383 g=3.813 2/2 [==============================] - 0s 15ms/step >45, 182/693, d1=0.338, d2=0.320 g=4.904 2/2 [==============================] - 0s 15ms/step >45, 183/693, d1=0.486, d2=0.300 g=4.656 2/2 [==============================] - 0s 13ms/step >45, 184/693, d1=0.380, d2=0.417 g=3.596 2/2 [==============================] - 0s 12ms/step >45, 185/693, d1=0.585, d2=0.333 g=5.982 2/2 [==============================] - 0s 13ms/step >45, 186/693, d1=0.541, d2=0.265 g=3.727 2/2 [==============================] - 0s 13ms/step >45, 187/693, d1=0.256, d2=0.399 g=3.646 2/2 [==============================] - 0s 14ms/step >45, 188/693, d1=0.516, d2=0.323 g=2.934 2/2 [==============================] - 0s 15ms/step >45, 189/693, d1=0.469, d2=0.434 g=4.026 2/2 [==============================] - 0s 14ms/step >45, 190/693, d1=0.317, d2=0.377 g=2.712 2/2 [==============================] - 0s 15ms/step >45, 191/693, d1=0.419, d2=0.367 g=2.461 2/2 [==============================] - 0s 12ms/step >45, 192/693, d1=0.549, d2=0.364 g=5.068 2/2 [==============================] - 0s 14ms/step >45, 193/693, d1=0.285, d2=0.262 g=4.681 2/2 [==============================] - 0s 15ms/step >45, 194/693, d1=0.456, d2=0.326 g=4.426 2/2 [==============================] - 0s 14ms/step >45, 195/693, d1=0.442, d2=0.344 g=4.378 2/2 [==============================] - 0s 13ms/step >45, 196/693, d1=0.405, d2=0.519 g=3.424 2/2 [==============================] - 0s 14ms/step >45, 197/693, d1=0.415, d2=0.384 g=4.627 2/2 [==============================] - 0s 12ms/step >45, 198/693, d1=0.630, d2=0.319 g=4.507 2/2 [==============================] - 0s 11ms/step >45, 199/693, d1=0.531, d2=0.239 g=3.475 2/2 [==============================] - 0s 14ms/step >45, 200/693, d1=0.499, d2=0.397 g=2.758 2/2 [==============================] - 0s 14ms/step >45, 201/693, d1=0.312, d2=0.285 g=3.760 2/2 [==============================] - 0s 14ms/step >45, 202/693, d1=0.202, d2=0.447 g=3.675 2/2 [==============================] - 0s 14ms/step >45, 203/693, d1=0.397, d2=0.241 g=4.670 2/2 [==============================] - 0s 12ms/step >45, 204/693, d1=0.415, d2=0.405 g=3.254 2/2 [==============================] - 0s 12ms/step >45, 205/693, d1=0.481, d2=0.398 g=3.146 2/2 [==============================] - 0s 13ms/step >45, 206/693, d1=0.447, d2=0.285 g=2.489 2/2 [==============================] - 0s 13ms/step >45, 207/693, d1=0.354, d2=0.344 g=3.585 2/2 [==============================] - 0s 14ms/step >45, 208/693, d1=0.458, d2=0.366 g=4.033 2/2 [==============================] - 0s 13ms/step >45, 209/693, d1=0.492, d2=0.353 g=4.595 2/2 [==============================] - 0s 13ms/step >45, 210/693, d1=0.433, d2=0.292 g=6.078 2/2 [==============================] - 0s 13ms/step >45, 211/693, d1=0.321, d2=0.370 g=3.650 2/2 [==============================] - 0s 12ms/step >45, 212/693, d1=0.477, d2=0.329 g=5.152 2/2 [==============================] - 0s 13ms/step >45, 213/693, d1=0.355, d2=0.356 g=3.332 2/2 [==============================] - 0s 13ms/step >45, 214/693, d1=0.446, d2=0.322 g=5.068 2/2 [==============================] - 0s 11ms/step >45, 215/693, d1=0.500, d2=0.320 g=3.142 2/2 [==============================] - 0s 14ms/step >45, 216/693, d1=0.352, d2=0.478 g=3.616 2/2 [==============================] - 0s 13ms/step >45, 217/693, d1=0.369, d2=0.414 g=3.233 2/2 [==============================] - 0s 12ms/step >45, 218/693, d1=0.444, d2=0.217 g=4.900 2/2 [==============================] - 0s 15ms/step >45, 219/693, d1=0.349, d2=0.384 g=2.874 2/2 [==============================] - 0s 13ms/step >45, 220/693, d1=0.525, d2=0.424 g=4.441 2/2 [==============================] - 0s 13ms/step >45, 221/693, d1=0.379, d2=0.289 g=4.313 2/2 [==============================] - 0s 14ms/step >45, 222/693, d1=0.427, d2=0.375 g=3.443 2/2 [==============================] - 0s 14ms/step >45, 223/693, d1=0.323, d2=0.252 g=4.243 2/2 [==============================] - 0s 15ms/step >45, 224/693, d1=0.473, d2=0.379 g=3.977 2/2 [==============================] - 0s 14ms/step >45, 225/693, d1=0.347, d2=0.329 g=4.503 2/2 [==============================] - 0s 14ms/step >45, 226/693, d1=0.352, d2=0.396 g=4.438 2/2 [==============================] - 0s 14ms/step >45, 227/693, d1=0.667, d2=0.322 g=3.195 2/2 [==============================] - 0s 13ms/step >45, 228/693, d1=0.465, d2=0.385 g=3.703 2/2 [==============================] - 0s 14ms/step >45, 229/693, d1=0.324, d2=0.304 g=3.172 2/2 [==============================] - 0s 12ms/step >45, 230/693, d1=0.410, d2=0.398 g=4.385 2/2 [==============================] - 0s 13ms/step >45, 231/693, d1=0.500, d2=0.292 g=2.495 2/2 [==============================] - 0s 14ms/step >45, 232/693, d1=0.405, d2=0.454 g=4.460 2/2 [==============================] - 0s 14ms/step >45, 233/693, d1=0.405, d2=0.421 g=2.612 2/2 [==============================] - 0s 13ms/step >45, 234/693, d1=0.323, d2=0.323 g=2.796 2/2 [==============================] - 0s 14ms/step >45, 235/693, d1=0.414, d2=0.307 g=3.350 2/2 [==============================] - 0s 13ms/step >45, 236/693, d1=0.551, d2=0.303 g=3.963 2/2 [==============================] - 0s 14ms/step >45, 237/693, d1=0.264, d2=0.450 g=5.460 2/2 [==============================] - 0s 13ms/step >45, 238/693, d1=0.342, d2=0.378 g=3.730 2/2 [==============================] - 0s 13ms/step >45, 239/693, d1=0.426, d2=0.242 g=5.790 2/2 [==============================] - 0s 14ms/step >45, 240/693, d1=0.329, d2=0.269 g=2.902 2/2 [==============================] - 0s 12ms/step >45, 241/693, d1=0.503, d2=0.398 g=3.967 2/2 [==============================] - 0s 13ms/step >45, 242/693, d1=0.560, d2=0.319 g=3.142 2/2 [==============================] - 0s 14ms/step >45, 243/693, d1=0.467, d2=0.359 g=3.933 2/2 [==============================] - 0s 15ms/step >45, 244/693, d1=0.416, d2=0.411 g=3.586 2/2 [==============================] - 0s 15ms/step >45, 245/693, d1=0.488, d2=0.320 g=4.131 2/2 [==============================] - 0s 14ms/step >45, 246/693, d1=0.327, d2=0.374 g=4.018 2/2 [==============================] - 0s 14ms/step >45, 247/693, d1=0.602, d2=0.308 g=5.767 2/2 [==============================] - 0s 14ms/step >45, 248/693, d1=0.376, d2=0.346 g=5.344 2/2 [==============================] - 0s 15ms/step >45, 249/693, d1=0.420, d2=0.417 g=2.666 2/2 [==============================] - 0s 13ms/step >45, 250/693, d1=0.390, d2=0.296 g=3.526 2/2 [==============================] - 0s 16ms/step >45, 251/693, d1=0.510, d2=0.302 g=3.278 2/2 [==============================] - 0s 15ms/step >45, 252/693, d1=0.311, d2=0.312 g=3.312 2/2 [==============================] - 0s 14ms/step >45, 253/693, d1=0.342, d2=0.362 g=3.507 2/2 [==============================] - 0s 11ms/step >45, 254/693, d1=0.379, d2=0.245 g=2.939 2/2 [==============================] - 0s 14ms/step >45, 255/693, d1=0.402, d2=0.398 g=3.610 2/2 [==============================] - 0s 17ms/step >45, 256/693, d1=0.425, d2=0.327 g=3.674 2/2 [==============================] - 0s 16ms/step >45, 257/693, d1=0.340, d2=0.487 g=3.935 2/2 [==============================] - 0s 13ms/step >45, 258/693, d1=0.483, d2=0.298 g=2.430 2/2 [==============================] - 0s 14ms/step >45, 259/693, d1=0.310, d2=0.264 g=4.020 2/2 [==============================] - 0s 12ms/step >45, 260/693, d1=0.405, d2=0.283 g=2.728 2/2 [==============================] - 0s 14ms/step >45, 261/693, d1=0.401, d2=0.393 g=3.948 2/2 [==============================] - 0s 12ms/step >45, 262/693, d1=0.480, d2=0.404 g=6.497 2/2 [==============================] - 0s 14ms/step >45, 263/693, d1=0.444, d2=0.393 g=4.478 2/2 [==============================] - 0s 12ms/step >45, 264/693, d1=0.371, d2=0.331 g=3.752 2/2 [==============================] - 0s 14ms/step >45, 265/693, d1=0.497, d2=0.445 g=3.537 2/2 [==============================] - 0s 14ms/step >45, 266/693, d1=0.365, d2=0.427 g=2.858 2/2 [==============================] - 0s 12ms/step >45, 267/693, d1=0.555, d2=0.302 g=4.419 2/2 [==============================] - 0s 11ms/step >45, 268/693, d1=0.572, d2=0.453 g=3.370 2/2 [==============================] - 0s 14ms/step >45, 269/693, d1=0.299, d2=0.382 g=6.839 2/2 [==============================] - 0s 15ms/step >45, 270/693, d1=0.418, d2=0.334 g=4.476 2/2 [==============================] - 0s 16ms/step >45, 271/693, d1=0.429, d2=0.386 g=4.096 2/2 [==============================] - 0s 13ms/step >45, 272/693, d1=0.482, d2=0.319 g=3.357 2/2 [==============================] - 0s 12ms/step >45, 273/693, d1=0.358, d2=0.342 g=2.908 2/2 [==============================] - 0s 14ms/step >45, 274/693, d1=0.533, d2=0.280 g=4.875 2/2 [==============================] - 0s 14ms/step >45, 275/693, d1=0.337, d2=0.406 g=3.181 2/2 [==============================] - 0s 14ms/step >45, 276/693, d1=0.417, d2=0.379 g=4.303 2/2 [==============================] - 0s 15ms/step >45, 277/693, d1=0.376, d2=0.220 g=5.088 2/2 [==============================] - 0s 14ms/step >45, 278/693, d1=0.450, d2=0.305 g=3.698 2/2 [==============================] - 0s 14ms/step >45, 279/693, d1=0.252, d2=0.353 g=3.167 2/2 [==============================] - 0s 13ms/step >45, 280/693, d1=0.454, d2=0.328 g=4.871 2/2 [==============================] - 0s 15ms/step >45, 281/693, d1=0.343, d2=0.406 g=4.712 2/2 [==============================] - 0s 13ms/step >45, 282/693, d1=0.458, d2=0.274 g=3.839 2/2 [==============================] - 0s 14ms/step >45, 283/693, d1=0.461, d2=0.351 g=3.960 2/2 [==============================] - 0s 11ms/step >45, 284/693, d1=0.591, d2=0.442 g=2.504 2/2 [==============================] - 0s 12ms/step >45, 285/693, d1=0.446, d2=0.465 g=2.096 2/2 [==============================] - 0s 11ms/step >45, 286/693, d1=0.275, d2=0.306 g=5.760 2/2 [==============================] - 0s 13ms/step >45, 287/693, d1=0.433, d2=0.360 g=3.156 2/2 [==============================] - 0s 14ms/step >45, 288/693, d1=0.405, d2=0.488 g=3.585 2/2 [==============================] - 0s 14ms/step >45, 289/693, d1=0.528, d2=0.342 g=3.157 2/2 [==============================] - 0s 15ms/step >45, 290/693, d1=0.598, d2=0.259 g=3.253 2/2 [==============================] - 0s 14ms/step >45, 291/693, d1=0.285, d2=0.411 g=3.336 2/2 [==============================] - 0s 14ms/step >45, 292/693, d1=0.308, d2=0.257 g=6.050 2/2 [==============================] - 0s 13ms/step >45, 293/693, d1=0.430, d2=0.310 g=3.152 2/2 [==============================] - 0s 13ms/step >45, 294/693, d1=0.441, d2=0.402 g=3.590 2/2 [==============================] - 0s 12ms/step >45, 295/693, d1=0.453, d2=0.299 g=4.496 2/2 [==============================] - 0s 13ms/step >45, 296/693, d1=0.376, d2=0.457 g=2.697 2/2 [==============================] - 0s 15ms/step >45, 297/693, d1=0.437, d2=0.381 g=2.949 2/2 [==============================] - 0s 15ms/step >45, 298/693, d1=0.498, d2=0.348 g=3.881 2/2 [==============================] - 0s 13ms/step >45, 299/693, d1=0.557, d2=0.377 g=3.906 2/2 [==============================] - 0s 14ms/step >45, 300/693, d1=0.400, d2=0.358 g=2.953 2/2 [==============================] - 0s 14ms/step >45, 301/693, d1=0.289, d2=0.344 g=3.789 2/2 [==============================] - 0s 12ms/step >45, 302/693, d1=0.440, d2=0.305 g=3.461 2/2 [==============================] - 0s 12ms/step >45, 303/693, d1=0.381, d2=0.380 g=4.663 2/2 [==============================] - 0s 14ms/step >45, 304/693, d1=0.292, d2=0.324 g=3.341 2/2 [==============================] - 0s 12ms/step >45, 305/693, d1=0.290, d2=0.259 g=2.744 2/2 [==============================] - 0s 14ms/step >45, 306/693, d1=0.481, d2=0.431 g=3.396 2/2 [==============================] - 0s 13ms/step >45, 307/693, d1=0.432, d2=0.280 g=2.693 2/2 [==============================] - 0s 12ms/step >45, 308/693, d1=0.414, d2=0.382 g=5.320 2/2 [==============================] - 0s 14ms/step >45, 309/693, d1=0.450, d2=0.412 g=3.736 2/2 [==============================] - 0s 14ms/step >45, 310/693, d1=0.467, d2=0.413 g=3.794 2/2 [==============================] - 0s 13ms/step >45, 311/693, d1=0.438, d2=0.413 g=4.031 2/2 [==============================] - 0s 14ms/step >45, 312/693, d1=0.497, d2=0.303 g=4.256 2/2 [==============================] - 0s 13ms/step >45, 313/693, d1=0.399, d2=0.388 g=5.193 2/2 [==============================] - 0s 12ms/step >45, 314/693, d1=0.514, d2=0.380 g=3.829 2/2 [==============================] - 0s 12ms/step >45, 315/693, d1=0.317, d2=0.261 g=3.781 2/2 [==============================] - 0s 13ms/step >45, 316/693, d1=0.478, d2=0.348 g=4.245 2/2 [==============================] - 0s 12ms/step >45, 317/693, d1=0.313, d2=0.326 g=3.574 2/2 [==============================] - 0s 13ms/step >45, 318/693, d1=0.387, d2=0.252 g=2.497 2/2 [==============================] - 0s 12ms/step >45, 319/693, d1=0.416, d2=0.389 g=2.626 2/2 [==============================] - 0s 13ms/step >45, 320/693, d1=0.278, d2=0.344 g=2.858 2/2 [==============================] - 0s 13ms/step >45, 321/693, d1=0.409, d2=0.413 g=3.832 2/2 [==============================] - 0s 14ms/step >45, 322/693, d1=0.493, d2=0.441 g=2.919 2/2 [==============================] - 0s 12ms/step >45, 323/693, d1=0.277, d2=0.249 g=4.318 2/2 [==============================] - 0s 13ms/step >45, 324/693, d1=0.324, d2=0.241 g=3.026 2/2 [==============================] - 0s 14ms/step >45, 325/693, d1=0.301, d2=0.326 g=2.737 2/2 [==============================] - 0s 13ms/step >45, 326/693, d1=0.494, d2=0.274 g=4.526 2/2 [==============================] - 0s 12ms/step >45, 327/693, d1=0.453, d2=0.322 g=3.068 2/2 [==============================] - 0s 13ms/step >45, 328/693, d1=0.368, d2=0.445 g=3.225 2/2 [==============================] - 0s 13ms/step >45, 329/693, d1=0.371, d2=0.265 g=2.650 2/2 [==============================] - 0s 13ms/step >45, 330/693, d1=0.484, d2=0.268 g=3.869 2/2 [==============================] - 0s 12ms/step >45, 331/693, d1=0.393, d2=0.293 g=3.721 2/2 [==============================] - 0s 14ms/step >45, 332/693, d1=0.413, d2=0.346 g=3.353 2/2 [==============================] - 0s 14ms/step >45, 333/693, d1=0.471, d2=0.371 g=3.862 2/2 [==============================] - 0s 13ms/step >45, 334/693, d1=0.319, d2=0.398 g=3.716 2/2 [==============================] - 0s 12ms/step >45, 335/693, d1=0.686, d2=0.253 g=2.565 2/2 [==============================] - 0s 13ms/step >45, 336/693, d1=0.380, d2=0.380 g=4.037 2/2 [==============================] - 0s 12ms/step >45, 337/693, d1=0.335, d2=0.356 g=3.471 2/2 [==============================] - 0s 12ms/step >45, 338/693, d1=0.201, d2=0.314 g=4.455 2/2 [==============================] - 0s 12ms/step >45, 339/693, d1=0.353, d2=0.421 g=3.722 2/2 [==============================] - 0s 12ms/step >45, 340/693, d1=0.471, d2=0.306 g=3.942 2/2 [==============================] - 0s 14ms/step >45, 341/693, d1=0.614, d2=0.378 g=2.615 2/2 [==============================] - 0s 12ms/step >45, 342/693, d1=0.441, d2=0.275 g=3.576 2/2 [==============================] - 0s 14ms/step >45, 343/693, d1=0.277, d2=0.421 g=4.560 2/2 [==============================] - 0s 11ms/step >45, 344/693, d1=0.486, d2=0.345 g=3.708 2/2 [==============================] - 0s 14ms/step >45, 345/693, d1=0.323, d2=0.276 g=3.351 2/2 [==============================] - 0s 16ms/step >45, 346/693, d1=0.452, d2=0.405 g=2.584 2/2 [==============================] - 0s 11ms/step >45, 347/693, d1=0.344, d2=0.419 g=3.720 2/2 [==============================] - 0s 14ms/step >45, 348/693, d1=0.375, d2=0.297 g=4.762 2/2 [==============================] - 0s 13ms/step >45, 349/693, d1=0.467, d2=0.277 g=3.589 2/2 [==============================] - 0s 13ms/step >45, 350/693, d1=0.425, d2=0.455 g=4.659 2/2 [==============================] - 0s 13ms/step >45, 351/693, d1=0.426, d2=0.343 g=4.392 2/2 [==============================] - 0s 12ms/step >45, 352/693, d1=0.341, d2=0.284 g=3.751 2/2 [==============================] - 0s 14ms/step >45, 353/693, d1=0.374, d2=0.423 g=2.809 2/2 [==============================] - 0s 11ms/step >45, 354/693, d1=0.391, d2=0.373 g=4.909 2/2 [==============================] - 0s 14ms/step >45, 355/693, d1=0.274, d2=0.257 g=4.420 2/2 [==============================] - 0s 13ms/step >45, 356/693, d1=0.358, d2=0.370 g=3.843 2/2 [==============================] - 0s 13ms/step >45, 357/693, d1=0.373, d2=0.268 g=3.809 2/2 [==============================] - 0s 13ms/step >45, 358/693, d1=0.388, d2=0.352 g=3.406 2/2 [==============================] - 0s 13ms/step >45, 359/693, d1=0.443, d2=0.255 g=2.615 2/2 [==============================] - 0s 11ms/step >45, 360/693, d1=0.365, d2=0.265 g=3.188 2/2 [==============================] - 0s 12ms/step >45, 361/693, d1=0.450, d2=0.329 g=3.486 2/2 [==============================] - 0s 15ms/step >45, 362/693, d1=0.287, d2=0.378 g=4.500 2/2 [==============================] - 0s 11ms/step >45, 363/693, d1=0.319, d2=0.367 g=3.144 2/2 [==============================] - 0s 14ms/step >45, 364/693, d1=0.409, d2=0.282 g=6.261 2/2 [==============================] - 0s 13ms/step >45, 365/693, d1=0.366, d2=0.372 g=3.468 2/2 [==============================] - 0s 13ms/step >45, 366/693, d1=0.393, d2=0.304 g=3.343 2/2 [==============================] - 0s 13ms/step >45, 367/693, d1=0.405, d2=0.303 g=4.372 2/2 [==============================] - 0s 14ms/step >45, 368/693, d1=0.395, d2=0.279 g=3.758 2/2 [==============================] - 0s 11ms/step >45, 369/693, d1=0.543, d2=0.367 g=3.342 2/2 [==============================] - 0s 12ms/step >45, 370/693, d1=0.454, d2=0.422 g=4.039 2/2 [==============================] - 0s 11ms/step >45, 371/693, d1=0.322, d2=0.345 g=2.864 2/2 [==============================] - 0s 12ms/step >45, 372/693, d1=0.350, d2=0.272 g=2.663 2/2 [==============================] - 0s 14ms/step >45, 373/693, d1=0.496, d2=0.490 g=3.721 2/2 [==============================] - 0s 13ms/step >45, 374/693, d1=0.349, d2=0.370 g=3.469 2/2 [==============================] - 0s 12ms/step >45, 375/693, d1=0.326, d2=0.231 g=4.231 2/2 [==============================] - 0s 13ms/step >45, 376/693, d1=0.416, d2=0.400 g=4.885 2/2 [==============================] - 0s 11ms/step >45, 377/693, d1=0.350, d2=0.343 g=3.943 2/2 [==============================] - 0s 13ms/step >45, 378/693, d1=0.656, d2=0.331 g=3.075 2/2 [==============================] - 0s 14ms/step >45, 379/693, d1=0.448, d2=0.685 g=4.268 2/2 [==============================] - 0s 13ms/step >45, 380/693, d1=0.460, d2=0.391 g=2.417 2/2 [==============================] - 0s 14ms/step >45, 381/693, d1=0.545, d2=0.406 g=2.969 2/2 [==============================] - 0s 13ms/step >45, 382/693, d1=0.196, d2=0.375 g=3.850 2/2 [==============================] - 0s 13ms/step >45, 383/693, d1=0.530, d2=0.330 g=4.821 2/2 [==============================] - 0s 15ms/step >45, 384/693, d1=0.373, d2=0.420 g=2.998 2/2 [==============================] - 0s 14ms/step >45, 385/693, d1=0.476, d2=0.249 g=4.207 2/2 [==============================] - 0s 13ms/step >45, 386/693, d1=0.622, d2=0.386 g=4.008 2/2 [==============================] - 0s 12ms/step >45, 387/693, d1=0.419, d2=0.239 g=3.579 2/2 [==============================] - 0s 14ms/step >45, 388/693, d1=0.544, d2=0.556 g=3.112 2/2 [==============================] - 0s 12ms/step >45, 389/693, d1=0.375, d2=0.383 g=3.613 2/2 [==============================] - 0s 13ms/step >45, 390/693, d1=0.490, d2=0.274 g=4.195 2/2 [==============================] - 0s 12ms/step >45, 391/693, d1=0.353, d2=0.328 g=4.580 2/2 [==============================] - 0s 12ms/step >45, 392/693, d1=0.388, d2=0.340 g=3.682 2/2 [==============================] - 0s 13ms/step >45, 393/693, d1=0.455, d2=0.328 g=4.434 2/2 [==============================] - 0s 13ms/step >45, 394/693, d1=0.353, d2=0.299 g=3.265 2/2 [==============================] - 0s 14ms/step >45, 395/693, d1=0.348, d2=0.398 g=3.113 2/2 [==============================] - 0s 13ms/step >45, 396/693, d1=0.470, d2=0.276 g=3.581 2/2 [==============================] - 0s 14ms/step >45, 397/693, d1=0.384, d2=0.319 g=2.550 2/2 [==============================] - 0s 13ms/step >45, 398/693, d1=0.501, d2=0.282 g=3.540 2/2 [==============================] - 0s 13ms/step >45, 399/693, d1=0.317, d2=0.423 g=3.960 2/2 [==============================] - 0s 14ms/step >45, 400/693, d1=0.358, d2=0.327 g=2.923 2/2 [==============================] - 0s 12ms/step >45, 401/693, d1=0.297, d2=0.346 g=4.652 2/2 [==============================] - 0s 13ms/step >45, 402/693, d1=0.338, d2=0.382 g=5.009 2/2 [==============================] - 0s 14ms/step >45, 403/693, d1=0.421, d2=0.358 g=3.375 2/2 [==============================] - 0s 14ms/step >45, 404/693, d1=0.531, d2=0.341 g=3.604 2/2 [==============================] - 0s 13ms/step >45, 405/693, d1=0.369, d2=0.335 g=2.246 2/2 [==============================] - 0s 14ms/step >45, 406/693, d1=0.467, d2=0.439 g=2.782 2/2 [==============================] - 0s 13ms/step >45, 407/693, d1=0.418, d2=0.358 g=3.342 2/2 [==============================] - 0s 13ms/step >45, 408/693, d1=0.388, d2=0.433 g=3.129 2/2 [==============================] - 0s 13ms/step >45, 409/693, d1=0.435, d2=0.374 g=3.327 2/2 [==============================] - 0s 14ms/step >45, 410/693, d1=0.423, d2=0.351 g=3.219 2/2 [==============================] - 0s 11ms/step >45, 411/693, d1=0.517, d2=0.342 g=3.300 2/2 [==============================] - 0s 14ms/step >45, 412/693, d1=0.345, d2=0.369 g=2.974 2/2 [==============================] - 0s 12ms/step >45, 413/693, d1=0.510, d2=0.375 g=2.540 2/2 [==============================] - 0s 12ms/step >45, 414/693, d1=0.431, d2=0.358 g=2.204 2/2 [==============================] - 0s 12ms/step >45, 415/693, d1=0.434, d2=0.385 g=3.494 2/2 [==============================] - 0s 12ms/step >45, 416/693, d1=0.366, d2=0.325 g=3.150 2/2 [==============================] - 0s 13ms/step >45, 417/693, d1=0.455, d2=0.351 g=3.195 2/2 [==============================] - 0s 12ms/step >45, 418/693, d1=0.351, d2=0.331 g=2.996 2/2 [==============================] - 0s 14ms/step >45, 419/693, d1=0.421, d2=0.390 g=2.989 2/2 [==============================] - 0s 12ms/step >45, 420/693, d1=0.316, d2=0.339 g=2.070 2/2 [==============================] - 0s 13ms/step >45, 421/693, d1=0.412, d2=0.341 g=3.992 2/2 [==============================] - 0s 14ms/step >45, 422/693, d1=0.545, d2=0.281 g=4.640 2/2 [==============================] - 0s 13ms/step >45, 423/693, d1=0.421, d2=0.440 g=4.683 2/2 [==============================] - 0s 14ms/step >45, 424/693, d1=0.360, d2=0.346 g=3.887 2/2 [==============================] - 0s 14ms/step >45, 425/693, d1=0.316, d2=0.281 g=2.628 2/2 [==============================] - 0s 13ms/step >45, 426/693, d1=0.383, d2=0.298 g=4.677 2/2 [==============================] - 0s 13ms/step >45, 427/693, d1=0.404, d2=0.422 g=3.517 2/2 [==============================] - 0s 14ms/step >45, 428/693, d1=0.371, d2=0.300 g=2.636 2/2 [==============================] - 0s 12ms/step >45, 429/693, d1=0.391, d2=0.329 g=2.915 2/2 [==============================] - 0s 12ms/step >45, 430/693, d1=0.418, d2=0.333 g=2.716 2/2 [==============================] - 0s 12ms/step >45, 431/693, d1=0.379, d2=0.330 g=4.502 2/2 [==============================] - 0s 15ms/step >45, 432/693, d1=0.328, d2=0.400 g=4.176 2/2 [==============================] - 0s 14ms/step >45, 433/693, d1=0.424, d2=0.337 g=2.742 2/2 [==============================] - 0s 13ms/step >45, 434/693, d1=0.485, d2=0.263 g=3.203 2/2 [==============================] - 0s 13ms/step >45, 435/693, d1=0.232, d2=0.276 g=2.561 2/2 [==============================] - 0s 14ms/step >45, 436/693, d1=0.337, d2=0.361 g=3.041 2/2 [==============================] - 0s 13ms/step >45, 437/693, d1=0.494, d2=0.338 g=3.911 2/2 [==============================] - 0s 13ms/step >45, 438/693, d1=0.412, d2=0.422 g=4.536 2/2 [==============================] - 0s 13ms/step >45, 439/693, d1=0.513, d2=0.280 g=4.220 2/2 [==============================] - 0s 13ms/step >45, 440/693, d1=0.362, d2=0.338 g=3.947 2/2 [==============================] - 0s 15ms/step >45, 441/693, d1=0.445, d2=0.417 g=2.205 2/2 [==============================] - 0s 13ms/step >45, 442/693, d1=0.429, d2=0.337 g=4.299 2/2 [==============================] - 0s 12ms/step >45, 443/693, d1=0.338, d2=0.292 g=3.397 2/2 [==============================] - 0s 14ms/step >45, 444/693, d1=0.412, d2=0.272 g=3.882 2/2 [==============================] - 0s 12ms/step >45, 445/693, d1=0.375, d2=0.453 g=5.113 2/2 [==============================] - 0s 13ms/step >45, 446/693, d1=0.491, d2=0.327 g=5.352 2/2 [==============================] - 0s 14ms/step >45, 447/693, d1=0.470, d2=0.455 g=6.125 2/2 [==============================] - 0s 13ms/step >45, 448/693, d1=0.472, d2=0.210 g=4.296 2/2 [==============================] - 0s 13ms/step >45, 449/693, d1=0.361, d2=0.307 g=5.763 2/2 [==============================] - 0s 13ms/step >45, 450/693, d1=0.355, d2=0.386 g=4.873 2/2 [==============================] - 0s 14ms/step >45, 451/693, d1=0.514, d2=0.317 g=3.203 2/2 [==============================] - 0s 14ms/step >45, 452/693, d1=0.297, d2=0.354 g=3.486 2/2 [==============================] - 0s 12ms/step >45, 453/693, d1=0.340, d2=0.389 g=2.734 2/2 [==============================] - 0s 12ms/step >45, 454/693, d1=0.347, d2=0.315 g=3.708 2/2 [==============================] - 0s 13ms/step >45, 455/693, d1=0.528, d2=0.319 g=3.299 2/2 [==============================] - 0s 13ms/step >45, 456/693, d1=0.415, d2=0.313 g=4.226 2/2 [==============================] - 0s 13ms/step >45, 457/693, d1=0.490, d2=0.341 g=3.591 2/2 [==============================] - 0s 13ms/step >45, 458/693, d1=0.351, d2=0.422 g=4.217 2/2 [==============================] - 0s 12ms/step >45, 459/693, d1=0.389, d2=0.284 g=4.752 2/2 [==============================] - 0s 13ms/step >45, 460/693, d1=0.345, d2=0.329 g=2.607 2/2 [==============================] - 0s 14ms/step >45, 461/693, d1=0.453, d2=0.440 g=2.998 2/2 [==============================] - 0s 14ms/step >45, 462/693, d1=0.454, d2=0.253 g=2.740 2/2 [==============================] - 0s 13ms/step >45, 463/693, d1=0.426, d2=0.463 g=5.045 2/2 [==============================] - 0s 13ms/step >45, 464/693, d1=0.302, d2=0.323 g=2.530 2/2 [==============================] - 0s 13ms/step >45, 465/693, d1=0.299, d2=0.336 g=4.348 2/2 [==============================] - 0s 11ms/step >45, 466/693, d1=0.513, d2=0.333 g=2.776 2/2 [==============================] - 0s 12ms/step >45, 467/693, d1=0.328, d2=0.408 g=3.493 2/2 [==============================] - 0s 13ms/step >45, 468/693, d1=0.440, d2=0.332 g=3.565 2/2 [==============================] - 0s 14ms/step >45, 469/693, d1=0.455, d2=0.391 g=3.157 2/2 [==============================] - 0s 12ms/step >45, 470/693, d1=0.459, d2=0.278 g=5.190 2/2 [==============================] - 0s 11ms/step >45, 471/693, d1=0.523, d2=0.322 g=4.247 2/2 [==============================] - 0s 12ms/step >45, 472/693, d1=0.345, d2=0.435 g=4.062 2/2 [==============================] - 0s 14ms/step >45, 473/693, d1=0.598, d2=0.309 g=2.672 2/2 [==============================] - 0s 12ms/step >45, 474/693, d1=0.246, d2=0.497 g=3.903 2/2 [==============================] - 0s 12ms/step >45, 475/693, d1=0.488, d2=0.205 g=3.622 2/2 [==============================] - 0s 12ms/step >45, 476/693, d1=0.412, d2=0.241 g=3.817 2/2 [==============================] - 0s 13ms/step >45, 477/693, d1=0.277, d2=0.411 g=3.390 2/2 [==============================] - 0s 15ms/step >45, 478/693, d1=0.401, d2=0.339 g=4.351 2/2 [==============================] - 0s 13ms/step >45, 479/693, d1=0.523, d2=0.356 g=3.534 2/2 [==============================] - 0s 15ms/step >45, 480/693, d1=0.318, d2=0.455 g=3.683 2/2 [==============================] - 0s 13ms/step >45, 481/693, d1=0.532, d2=0.295 g=3.456 2/2 [==============================] - 0s 13ms/step >45, 482/693, d1=0.470, d2=0.362 g=3.800 2/2 [==============================] - 0s 14ms/step >45, 483/693, d1=0.407, d2=0.481 g=4.990 2/2 [==============================] - 0s 13ms/step >45, 484/693, d1=0.397, d2=0.290 g=3.273 2/2 [==============================] - 0s 12ms/step >45, 485/693, d1=0.432, d2=0.303 g=3.772 2/2 [==============================] - 0s 14ms/step >45, 486/693, d1=0.376, d2=0.330 g=3.578 2/2 [==============================] - 0s 14ms/step >45, 487/693, d1=0.390, d2=0.277 g=3.147 2/2 [==============================] - 0s 13ms/step >45, 488/693, d1=0.420, d2=0.325 g=3.470 2/2 [==============================] - 0s 13ms/step >45, 489/693, d1=0.319, d2=0.295 g=3.988 2/2 [==============================] - 0s 12ms/step >45, 490/693, d1=0.358, d2=0.303 g=4.384 2/2 [==============================] - 0s 15ms/step >45, 491/693, d1=0.338, d2=0.413 g=2.974 2/2 [==============================] - 0s 13ms/step >45, 492/693, d1=0.422, d2=0.294 g=3.115 2/2 [==============================] - 0s 13ms/step >45, 493/693, d1=0.455, d2=0.260 g=3.526 2/2 [==============================] - 0s 14ms/step >45, 494/693, d1=0.412, d2=0.511 g=2.465 2/2 [==============================] - 0s 14ms/step >45, 495/693, d1=0.396, d2=0.290 g=4.544 2/2 [==============================] - 0s 13ms/step >45, 496/693, d1=0.632, d2=0.335 g=4.262 2/2 [==============================] - 0s 13ms/step >45, 497/693, d1=0.466, d2=0.391 g=2.975 2/2 [==============================] - 0s 12ms/step >45, 498/693, d1=0.393, d2=0.474 g=4.332 2/2 [==============================] - 0s 12ms/step >45, 499/693, d1=0.476, d2=0.346 g=3.571 2/2 [==============================] - 0s 12ms/step >45, 500/693, d1=0.494, d2=0.427 g=4.753 2/2 [==============================] - 0s 13ms/step >45, 501/693, d1=0.409, d2=0.344 g=4.584 2/2 [==============================] - 0s 13ms/step >45, 502/693, d1=0.431, d2=0.314 g=2.875 2/2 [==============================] - 0s 15ms/step >45, 503/693, d1=0.421, d2=0.373 g=4.431 2/2 [==============================] - 0s 13ms/step >45, 504/693, d1=0.368, d2=0.326 g=4.776 2/2 [==============================] - 0s 13ms/step >45, 505/693, d1=0.316, d2=0.241 g=4.316 2/2 [==============================] - 0s 12ms/step >45, 506/693, d1=0.458, d2=0.293 g=4.095 2/2 [==============================] - 0s 13ms/step >45, 507/693, d1=0.381, d2=0.318 g=4.612 2/2 [==============================] - 0s 15ms/step >45, 508/693, d1=0.217, d2=0.379 g=3.906 2/2 [==============================] - 0s 12ms/step >45, 509/693, d1=0.313, d2=0.263 g=4.683 2/2 [==============================] - 0s 13ms/step >45, 510/693, d1=0.661, d2=0.277 g=3.672 2/2 [==============================] - 0s 14ms/step >45, 511/693, d1=0.389, d2=0.339 g=2.343 2/2 [==============================] - 0s 12ms/step >45, 512/693, d1=0.320, d2=0.352 g=4.014 2/2 [==============================] - 0s 13ms/step >45, 513/693, d1=0.413, d2=0.387 g=3.208 2/2 [==============================] - 0s 12ms/step >45, 514/693, d1=0.439, d2=0.461 g=3.525 2/2 [==============================] - 0s 14ms/step >45, 515/693, d1=0.377, d2=0.335 g=3.057 2/2 [==============================] - 0s 12ms/step >45, 516/693, d1=0.601, d2=0.256 g=4.062 2/2 [==============================] - 0s 12ms/step >45, 517/693, d1=0.481, d2=0.289 g=2.938 2/2 [==============================] - 0s 14ms/step >45, 518/693, d1=0.370, d2=0.527 g=2.958 2/2 [==============================] - 0s 13ms/step >45, 519/693, d1=0.301, d2=0.350 g=4.180 2/2 [==============================] - 0s 14ms/step >45, 520/693, d1=0.359, d2=0.300 g=3.722 2/2 [==============================] - 0s 13ms/step >45, 521/693, d1=0.404, d2=0.372 g=3.760 2/2 [==============================] - 0s 13ms/step >45, 522/693, d1=0.415, d2=0.324 g=3.896 2/2 [==============================] - 0s 13ms/step >45, 523/693, d1=0.405, d2=0.448 g=3.507 2/2 [==============================] - 0s 13ms/step >45, 524/693, d1=0.469, d2=0.284 g=4.825 2/2 [==============================] - 0s 13ms/step >45, 525/693, d1=0.425, d2=0.379 g=2.647 2/2 [==============================] - 0s 12ms/step >45, 526/693, d1=0.490, d2=0.359 g=3.516 2/2 [==============================] - 0s 13ms/step >45, 527/693, d1=0.325, d2=0.283 g=2.555 2/2 [==============================] - 0s 12ms/step >45, 528/693, d1=0.407, d2=0.366 g=2.581 2/2 [==============================] - 0s 13ms/step >45, 529/693, d1=0.430, d2=0.359 g=4.462 2/2 [==============================] - 0s 16ms/step >45, 530/693, d1=0.309, d2=0.358 g=3.612 2/2 [==============================] - 0s 12ms/step >45, 531/693, d1=0.321, d2=0.443 g=3.842 2/2 [==============================] - 0s 13ms/step >45, 532/693, d1=0.357, d2=0.312 g=3.668 2/2 [==============================] - 0s 14ms/step >45, 533/693, d1=0.414, d2=0.309 g=3.468 2/2 [==============================] - 0s 12ms/step >45, 534/693, d1=0.337, d2=0.320 g=3.474 2/2 [==============================] - 0s 12ms/step >45, 535/693, d1=0.509, d2=0.278 g=3.468 2/2 [==============================] - 0s 12ms/step >45, 536/693, d1=0.449, d2=0.448 g=3.393 2/2 [==============================] - 0s 13ms/step >45, 537/693, d1=0.424, d2=0.223 g=3.249 2/2 [==============================] - 0s 13ms/step >45, 538/693, d1=0.485, d2=0.438 g=2.054 2/2 [==============================] - 0s 12ms/step >45, 539/693, d1=0.297, d2=0.307 g=3.275 2/2 [==============================] - 0s 13ms/step >45, 540/693, d1=0.429, d2=0.407 g=3.817 2/2 [==============================] - 0s 13ms/step >45, 541/693, d1=0.292, d2=0.365 g=3.634 2/2 [==============================] - 0s 11ms/step >45, 542/693, d1=0.441, d2=0.284 g=3.753 2/2 [==============================] - 0s 12ms/step >45, 543/693, d1=0.367, d2=0.388 g=4.142 2/2 [==============================] - 0s 13ms/step >45, 544/693, d1=0.392, d2=0.385 g=3.302 2/2 [==============================] - 0s 14ms/step >45, 545/693, d1=0.355, d2=0.207 g=3.779 2/2 [==============================] - 0s 11ms/step >45, 546/693, d1=0.350, d2=0.269 g=3.173 2/2 [==============================] - 0s 14ms/step >45, 547/693, d1=0.468, d2=0.388 g=4.247 2/2 [==============================] - 0s 14ms/step >45, 548/693, d1=0.445, d2=0.330 g=3.011 2/2 [==============================] - 0s 12ms/step >45, 549/693, d1=0.489, d2=0.304 g=2.048 2/2 [==============================] - 0s 12ms/step >45, 550/693, d1=0.516, d2=0.433 g=3.848 2/2 [==============================] - 0s 14ms/step >45, 551/693, d1=0.224, d2=0.406 g=3.583 2/2 [==============================] - 0s 12ms/step >45, 552/693, d1=0.389, d2=0.375 g=2.327 2/2 [==============================] - 0s 14ms/step >45, 553/693, d1=0.303, d2=0.219 g=3.296 2/2 [==============================] - 0s 14ms/step >45, 554/693, d1=0.431, d2=0.294 g=2.609 2/2 [==============================] - 0s 11ms/step >45, 555/693, d1=0.381, d2=0.336 g=4.914 2/2 [==============================] - 0s 12ms/step >45, 556/693, d1=0.524, d2=0.375 g=2.926 2/2 [==============================] - 0s 12ms/step >45, 557/693, d1=0.404, d2=0.337 g=3.826 2/2 [==============================] - 0s 13ms/step >45, 558/693, d1=0.456, d2=0.397 g=2.953 2/2 [==============================] - 0s 12ms/step >45, 559/693, d1=0.424, d2=0.358 g=3.471 2/2 [==============================] - 0s 13ms/step >45, 560/693, d1=0.403, d2=0.391 g=3.026 2/2 [==============================] - 0s 12ms/step >45, 561/693, d1=0.377, d2=0.316 g=3.279 2/2 [==============================] - 0s 12ms/step >45, 562/693, d1=0.428, d2=0.248 g=3.119 2/2 [==============================] - 0s 15ms/step >45, 563/693, d1=0.482, d2=0.475 g=2.626 2/2 [==============================] - 0s 15ms/step >45, 564/693, d1=0.375, d2=0.345 g=4.133 2/2 [==============================] - 0s 13ms/step >45, 565/693, d1=0.322, d2=0.395 g=2.966 2/2 [==============================] - 0s 13ms/step >45, 566/693, d1=0.432, d2=0.266 g=4.497 2/2 [==============================] - 0s 14ms/step >45, 567/693, d1=0.529, d2=0.398 g=2.685 2/2 [==============================] - 0s 13ms/step >45, 568/693, d1=0.423, d2=0.333 g=3.862 2/2 [==============================] - 0s 13ms/step >45, 569/693, d1=0.314, d2=0.365 g=3.889 2/2 [==============================] - 0s 12ms/step >45, 570/693, d1=0.511, d2=0.420 g=3.854 2/2 [==============================] - 0s 12ms/step >45, 571/693, d1=0.435, d2=0.333 g=2.893 2/2 [==============================] - 0s 13ms/step >45, 572/693, d1=0.457, d2=0.308 g=5.013 2/2 [==============================] - 0s 13ms/step >45, 573/693, d1=0.425, d2=0.392 g=3.022 2/2 [==============================] - 0s 13ms/step >45, 574/693, d1=0.349, d2=0.468 g=3.386 2/2 [==============================] - 0s 12ms/step >45, 575/693, d1=0.323, d2=0.359 g=3.426 2/2 [==============================] - 0s 12ms/step >45, 576/693, d1=0.586, d2=0.298 g=3.549 2/2 [==============================] - 0s 13ms/step >45, 577/693, d1=0.367, d2=0.268 g=3.220 2/2 [==============================] - 0s 13ms/step >45, 578/693, d1=0.453, d2=0.456 g=3.814 2/2 [==============================] - 0s 14ms/step >45, 579/693, d1=0.268, d2=0.351 g=3.774 2/2 [==============================] - 0s 14ms/step >45, 580/693, d1=0.566, d2=0.346 g=3.962 2/2 [==============================] - 0s 12ms/step >45, 581/693, d1=0.393, d2=0.342 g=3.281 2/2 [==============================] - 0s 14ms/step >45, 582/693, d1=0.408, d2=0.431 g=4.491 2/2 [==============================] - 0s 12ms/step >45, 583/693, d1=0.469, d2=0.307 g=3.813 2/2 [==============================] - 0s 13ms/step >45, 584/693, d1=0.593, d2=0.358 g=4.017 2/2 [==============================] - 0s 13ms/step >45, 585/693, d1=0.365, d2=0.355 g=2.474 2/2 [==============================] - 0s 13ms/step >45, 586/693, d1=0.410, d2=0.366 g=3.753 2/2 [==============================] - 0s 12ms/step >45, 587/693, d1=0.413, d2=0.256 g=4.106 2/2 [==============================] - 0s 14ms/step >45, 588/693, d1=0.276, d2=0.352 g=3.312 2/2 [==============================] - 0s 14ms/step >45, 589/693, d1=0.451, d2=0.334 g=3.298 2/2 [==============================] - 0s 13ms/step >45, 590/693, d1=0.437, d2=0.300 g=2.699 2/2 [==============================] - 0s 12ms/step >45, 591/693, d1=0.459, d2=0.343 g=2.833 2/2 [==============================] - 0s 13ms/step >45, 592/693, d1=0.405, d2=0.394 g=4.962 2/2 [==============================] - 0s 14ms/step >45, 593/693, d1=0.246, d2=0.427 g=5.149 2/2 [==============================] - 0s 13ms/step >45, 594/693, d1=0.529, d2=0.290 g=2.746 2/2 [==============================] - 0s 13ms/step >45, 595/693, d1=0.446, d2=0.429 g=2.931 2/2 [==============================] - 0s 11ms/step >45, 596/693, d1=0.255, d2=0.349 g=4.674 2/2 [==============================] - 0s 15ms/step >45, 597/693, d1=0.474, d2=0.289 g=4.097 2/2 [==============================] - 0s 13ms/step >45, 598/693, d1=0.516, d2=0.263 g=3.184 2/2 [==============================] - 0s 13ms/step >45, 599/693, d1=0.224, d2=0.329 g=2.668 2/2 [==============================] - 0s 13ms/step >45, 600/693, d1=0.425, d2=0.457 g=3.946 2/2 [==============================] - 0s 12ms/step >45, 601/693, d1=0.316, d2=0.424 g=4.188 2/2 [==============================] - 0s 12ms/step >45, 602/693, d1=0.369, d2=0.219 g=2.645 2/2 [==============================] - 0s 13ms/step >45, 603/693, d1=0.429, d2=0.335 g=3.503 2/2 [==============================] - 0s 13ms/step >45, 604/693, d1=0.456, d2=0.440 g=4.532 2/2 [==============================] - 0s 13ms/step >45, 605/693, d1=0.462, d2=0.392 g=3.253 2/2 [==============================] - 0s 12ms/step >45, 606/693, d1=0.324, d2=0.241 g=4.113 2/2 [==============================] - 0s 12ms/step >45, 607/693, d1=0.293, d2=0.345 g=4.645 2/2 [==============================] - 0s 13ms/step >45, 608/693, d1=0.342, d2=0.287 g=3.237 2/2 [==============================] - 0s 13ms/step >45, 609/693, d1=0.476, d2=0.221 g=3.919 2/2 [==============================] - 0s 14ms/step >45, 610/693, d1=0.313, d2=0.400 g=3.716 2/2 [==============================] - 0s 12ms/step >45, 611/693, d1=0.507, d2=0.299 g=3.183 2/2 [==============================] - 0s 14ms/step >45, 612/693, d1=0.396, d2=0.256 g=2.107 2/2 [==============================] - 0s 15ms/step >45, 613/693, d1=0.321, d2=0.319 g=3.887 2/2 [==============================] - 0s 14ms/step >45, 614/693, d1=0.574, d2=0.320 g=2.987 2/2 [==============================] - 0s 13ms/step >45, 615/693, d1=0.411, d2=0.351 g=3.029 2/2 [==============================] - 0s 13ms/step >45, 616/693, d1=0.471, d2=0.340 g=3.854 2/2 [==============================] - 0s 13ms/step >45, 617/693, d1=0.401, d2=0.369 g=2.251 2/2 [==============================] - 0s 12ms/step >45, 618/693, d1=0.465, d2=0.321 g=3.513 2/2 [==============================] - 0s 14ms/step >45, 619/693, d1=0.415, d2=0.347 g=3.442 2/2 [==============================] - 0s 12ms/step >45, 620/693, d1=0.322, d2=0.314 g=3.813 2/2 [==============================] - 0s 12ms/step >45, 621/693, d1=0.479, d2=0.451 g=2.977 2/2 [==============================] - 0s 15ms/step >45, 622/693, d1=0.421, d2=0.489 g=3.374 2/2 [==============================] - 0s 12ms/step >45, 623/693, d1=0.385, d2=0.312 g=2.878 2/2 [==============================] - 0s 12ms/step >45, 624/693, d1=0.653, d2=0.260 g=2.343 2/2 [==============================] - 0s 13ms/step >45, 625/693, d1=0.233, d2=0.448 g=3.163 2/2 [==============================] - 0s 12ms/step >45, 626/693, d1=0.301, d2=0.245 g=3.612 2/2 [==============================] - 0s 12ms/step >45, 627/693, d1=0.479, d2=0.259 g=3.247 2/2 [==============================] - 0s 12ms/step >45, 628/693, d1=0.417, d2=0.272 g=3.917 2/2 [==============================] - 0s 14ms/step >45, 629/693, d1=0.320, d2=0.400 g=1.989 2/2 [==============================] - 0s 12ms/step >45, 630/693, d1=0.362, d2=0.317 g=3.431 2/2 [==============================] - 0s 11ms/step >45, 631/693, d1=0.274, d2=0.258 g=3.319 2/2 [==============================] - 0s 14ms/step >45, 632/693, d1=0.467, d2=0.449 g=4.058 2/2 [==============================] - 0s 13ms/step >45, 633/693, d1=0.490, d2=0.269 g=3.735 2/2 [==============================] - 0s 14ms/step >45, 634/693, d1=0.475, d2=0.228 g=3.649 2/2 [==============================] - 0s 13ms/step >45, 635/693, d1=0.348, d2=0.366 g=2.449 2/2 [==============================] - 0s 15ms/step >45, 636/693, d1=0.367, d2=0.390 g=2.648 2/2 [==============================] - 0s 14ms/step >45, 637/693, d1=0.297, d2=0.309 g=3.040 2/2 [==============================] - 0s 12ms/step >45, 638/693, d1=0.363, d2=0.268 g=3.695 2/2 [==============================] - 0s 12ms/step >45, 639/693, d1=0.348, d2=0.489 g=4.716 2/2 [==============================] - 0s 12ms/step >45, 640/693, d1=0.440, d2=0.270 g=4.165 2/2 [==============================] - 0s 12ms/step >45, 641/693, d1=0.395, d2=0.415 g=4.036 2/2 [==============================] - 0s 14ms/step >45, 642/693, d1=0.503, d2=0.421 g=3.052 2/2 [==============================] - 0s 13ms/step >45, 643/693, d1=0.405, d2=0.302 g=2.425 2/2 [==============================] - 0s 13ms/step >45, 644/693, d1=0.352, d2=0.244 g=2.893 2/2 [==============================] - 0s 13ms/step >45, 645/693, d1=0.313, d2=0.337 g=2.423 2/2 [==============================] - 0s 12ms/step >45, 646/693, d1=0.375, d2=0.348 g=4.427 2/2 [==============================] - 0s 14ms/step >45, 647/693, d1=0.437, d2=0.319 g=3.676 2/2 [==============================] - 0s 11ms/step >45, 648/693, d1=0.500, d2=0.306 g=2.398 2/2 [==============================] - 0s 15ms/step >45, 649/693, d1=0.352, d2=0.549 g=3.088 2/2 [==============================] - 0s 12ms/step >45, 650/693, d1=0.379, d2=0.349 g=4.205 2/2 [==============================] - 0s 12ms/step >45, 651/693, d1=0.447, d2=0.325 g=3.870 2/2 [==============================] - 0s 13ms/step >45, 652/693, d1=0.358, d2=0.300 g=3.066 2/2 [==============================] - 0s 13ms/step >45, 653/693, d1=0.454, d2=0.456 g=3.464 2/2 [==============================] - 0s 12ms/step >45, 654/693, d1=0.381, d2=0.290 g=2.781 2/2 [==============================] - 0s 13ms/step >45, 655/693, d1=0.463, d2=0.356 g=3.022 2/2 [==============================] - 0s 15ms/step >45, 656/693, d1=0.372, d2=0.233 g=4.033 2/2 [==============================] - 0s 13ms/step >45, 657/693, d1=0.424, d2=0.417 g=2.601 2/2 [==============================] - 0s 13ms/step >45, 658/693, d1=0.467, d2=0.352 g=3.191 2/2 [==============================] - 0s 14ms/step >45, 659/693, d1=0.335, d2=0.368 g=4.728 2/2 [==============================] - 0s 13ms/step >45, 660/693, d1=0.341, d2=0.360 g=5.685 2/2 [==============================] - 0s 13ms/step >45, 661/693, d1=0.475, d2=0.277 g=3.081 2/2 [==============================] - 0s 14ms/step >45, 662/693, d1=0.328, d2=0.332 g=2.323 2/2 [==============================] - 0s 14ms/step >45, 663/693, d1=0.467, d2=0.345 g=3.152 2/2 [==============================] - 0s 12ms/step >45, 664/693, d1=0.369, d2=0.408 g=3.382 2/2 [==============================] - 0s 13ms/step >45, 665/693, d1=0.596, d2=0.540 g=4.154 2/2 [==============================] - 0s 14ms/step >45, 666/693, d1=0.524, d2=0.431 g=2.839 2/2 [==============================] - 0s 12ms/step >45, 667/693, d1=0.438, d2=0.405 g=3.743 2/2 [==============================] - 0s 14ms/step >45, 668/693, d1=0.569, d2=0.403 g=5.311 2/2 [==============================] - 0s 12ms/step >45, 669/693, d1=0.348, d2=0.271 g=3.244 2/2 [==============================] - 0s 11ms/step >45, 670/693, d1=0.551, d2=0.347 g=2.457 2/2 [==============================] - 0s 14ms/step >45, 671/693, d1=0.341, d2=0.304 g=3.226 2/2 [==============================] - 0s 13ms/step >45, 672/693, d1=0.368, d2=0.392 g=3.064 2/2 [==============================] - 0s 11ms/step >45, 673/693, d1=0.355, d2=0.401 g=3.925 2/2 [==============================] - 0s 14ms/step >45, 674/693, d1=0.453, d2=0.306 g=2.373 2/2 [==============================] - 0s 13ms/step >45, 675/693, d1=0.518, d2=0.298 g=2.713 2/2 [==============================] - 0s 13ms/step >45, 676/693, d1=0.395, d2=0.446 g=3.004 2/2 [==============================] - 0s 12ms/step >45, 677/693, d1=0.350, d2=0.406 g=4.591 2/2 [==============================] - 0s 14ms/step >45, 678/693, d1=0.400, d2=0.309 g=4.210 2/2 [==============================] - 0s 12ms/step >45, 679/693, d1=0.485, d2=0.260 g=3.845 2/2 [==============================] - 0s 14ms/step >45, 680/693, d1=0.370, d2=0.352 g=2.321 2/2 [==============================] - 0s 14ms/step >45, 681/693, d1=0.312, d2=0.391 g=3.646 2/2 [==============================] - 0s 12ms/step >45, 682/693, d1=0.552, d2=0.324 g=2.492 2/2 [==============================] - 0s 12ms/step >45, 683/693, d1=0.325, d2=0.346 g=2.598 2/2 [==============================] - 0s 11ms/step >45, 684/693, d1=0.401, d2=0.423 g=3.070 2/2 [==============================] - 0s 13ms/step >45, 685/693, d1=0.484, d2=0.384 g=3.491 2/2 [==============================] - 0s 13ms/step >45, 686/693, d1=0.361, d2=0.286 g=3.074 2/2 [==============================] - 0s 12ms/step >45, 687/693, d1=0.446, d2=0.372 g=3.090 2/2 [==============================] - 0s 14ms/step >45, 688/693, d1=0.452, d2=0.345 g=1.772 2/2 [==============================] - 0s 13ms/step >45, 689/693, d1=0.336, d2=0.299 g=3.200 2/2 [==============================] - 0s 13ms/step >45, 690/693, d1=0.356, d2=0.343 g=3.112 2/2 [==============================] - 0s 14ms/step >45, 691/693, d1=0.300, d2=0.383 g=2.553 2/2 [==============================] - 0s 13ms/step >45, 692/693, d1=0.394, d2=0.320 g=2.621 2/2 [==============================] - 0s 14ms/step >45, 693/693, d1=0.461, d2=0.319 g=5.855 2/2 [==============================] - 0s 12ms/step >46, 1/693, d1=0.387, d2=0.450 g=4.415 2/2 [==============================] - 0s 14ms/step >46, 2/693, d1=0.434, d2=0.382 g=2.988 2/2 [==============================] - 0s 11ms/step >46, 3/693, d1=0.447, d2=0.337 g=5.716 2/2 [==============================] - 0s 12ms/step >46, 4/693, d1=0.460, d2=0.387 g=3.507 2/2 [==============================] - 0s 14ms/step >46, 5/693, d1=0.341, d2=0.294 g=5.164 2/2 [==============================] - 0s 13ms/step >46, 6/693, d1=0.331, d2=0.296 g=2.868 2/2 [==============================] - 0s 14ms/step >46, 7/693, d1=0.460, d2=0.361 g=4.187 2/2 [==============================] - 0s 15ms/step >46, 8/693, d1=0.257, d2=0.297 g=3.560 2/2 [==============================] - 0s 17ms/step >46, 9/693, d1=0.386, d2=0.379 g=4.221 2/2 [==============================] - 0s 14ms/step >46, 10/693, d1=0.291, d2=0.287 g=3.843 2/2 [==============================] - 0s 12ms/step >46, 11/693, d1=0.577, d2=0.293 g=3.789 2/2 [==============================] - 0s 14ms/step >46, 12/693, d1=0.461, d2=0.380 g=3.273 2/2 [==============================] - 0s 11ms/step >46, 13/693, d1=0.312, d2=0.297 g=3.060 2/2 [==============================] - 0s 14ms/step >46, 14/693, d1=0.344, d2=0.295 g=4.525 2/2 [==============================] - 0s 12ms/step >46, 15/693, d1=0.362, d2=0.437 g=2.635 2/2 [==============================] - 0s 15ms/step >46, 16/693, d1=0.426, d2=0.399 g=3.679 2/2 [==============================] - 0s 12ms/step >46, 17/693, d1=0.539, d2=0.316 g=4.027 2/2 [==============================] - 0s 13ms/step >46, 18/693, d1=0.391, d2=0.285 g=3.505 2/2 [==============================] - 0s 13ms/step >46, 19/693, d1=0.460, d2=0.333 g=3.723 2/2 [==============================] - 0s 13ms/step >46, 20/693, d1=0.349, d2=0.344 g=2.086 2/2 [==============================] - 0s 12ms/step >46, 21/693, d1=0.384, d2=0.289 g=4.570 2/2 [==============================] - 0s 13ms/step >46, 22/693, d1=0.437, d2=0.436 g=5.000 2/2 [==============================] - 0s 12ms/step >46, 23/693, d1=0.440, d2=0.368 g=3.978 2/2 [==============================] - 0s 13ms/step >46, 24/693, d1=0.472, d2=0.291 g=3.428 2/2 [==============================] - 0s 13ms/step >46, 25/693, d1=0.607, d2=0.308 g=3.036 2/2 [==============================] - 0s 12ms/step >46, 26/693, d1=0.322, d2=0.450 g=2.991 2/2 [==============================] - 0s 12ms/step >46, 27/693, d1=0.487, d2=0.360 g=3.338 2/2 [==============================] - 0s 15ms/step >46, 28/693, d1=0.462, d2=0.304 g=3.820 2/2 [==============================] - 0s 14ms/step >46, 29/693, d1=0.435, d2=0.323 g=3.500 2/2 [==============================] - 0s 14ms/step >46, 30/693, d1=0.280, d2=0.431 g=3.606 2/2 [==============================] - 0s 14ms/step >46, 31/693, d1=0.433, d2=0.374 g=2.626 2/2 [==============================] - 0s 13ms/step >46, 32/693, d1=0.303, d2=0.309 g=2.411 2/2 [==============================] - 0s 12ms/step >46, 33/693, d1=0.298, d2=0.344 g=3.849 2/2 [==============================] - 0s 13ms/step >46, 34/693, d1=0.262, d2=0.279 g=4.318 2/2 [==============================] - 0s 14ms/step >46, 35/693, d1=0.545, d2=0.266 g=3.739 2/2 [==============================] - 0s 13ms/step >46, 36/693, d1=0.529, d2=0.366 g=3.555 2/2 [==============================] - 0s 13ms/step >46, 37/693, d1=0.389, d2=0.354 g=2.681 2/2 [==============================] - 0s 12ms/step >46, 38/693, d1=0.220, d2=0.263 g=3.093 2/2 [==============================] - 0s 12ms/step >46, 39/693, d1=0.387, d2=0.343 g=3.680 2/2 [==============================] - 0s 13ms/step >46, 40/693, d1=0.325, d2=0.324 g=2.962 2/2 [==============================] - 0s 14ms/step >46, 41/693, d1=0.424, d2=0.355 g=2.878 2/2 [==============================] - 0s 14ms/step >46, 42/693, d1=0.395, d2=0.420 g=3.484 2/2 [==============================] - 0s 13ms/step >46, 43/693, d1=0.333, d2=0.265 g=4.053 2/2 [==============================] - 0s 14ms/step >46, 44/693, d1=0.524, d2=0.319 g=3.262 2/2 [==============================] - 0s 14ms/step >46, 45/693, d1=0.275, d2=0.289 g=5.147 2/2 [==============================] - 0s 13ms/step >46, 46/693, d1=0.342, d2=0.278 g=3.378 2/2 [==============================] - 0s 13ms/step >46, 47/693, d1=0.331, d2=0.223 g=2.999 2/2 [==============================] - 0s 13ms/step >46, 48/693, d1=0.385, d2=0.373 g=2.202 2/2 [==============================] - 0s 13ms/step >46, 49/693, d1=0.310, d2=0.433 g=3.168 2/2 [==============================] - 0s 14ms/step >46, 50/693, d1=0.328, d2=0.239 g=4.091 2/2 [==============================] - 0s 12ms/step >46, 51/693, d1=0.526, d2=0.222 g=3.227 2/2 [==============================] - 0s 14ms/step >46, 52/693, d1=0.446, d2=0.340 g=2.870 2/2 [==============================] - 0s 12ms/step >46, 53/693, d1=0.450, d2=0.397 g=3.249 2/2 [==============================] - 0s 13ms/step >46, 54/693, d1=0.411, d2=0.347 g=3.497 2/2 [==============================] - 0s 13ms/step >46, 55/693, d1=0.382, d2=0.281 g=3.421 2/2 [==============================] - 0s 11ms/step >46, 56/693, d1=0.402, d2=0.255 g=3.850 2/2 [==============================] - 0s 12ms/step >46, 57/693, d1=0.307, d2=0.283 g=2.177 2/2 [==============================] - 0s 14ms/step >46, 58/693, d1=0.413, d2=0.360 g=4.705 2/2 [==============================] - 0s 12ms/step >46, 59/693, d1=0.327, d2=0.315 g=4.194 2/2 [==============================] - 0s 12ms/step >46, 60/693, d1=0.321, d2=0.429 g=3.393 2/2 [==============================] - 0s 13ms/step >46, 61/693, d1=0.379, d2=0.275 g=2.578 2/2 [==============================] - 0s 13ms/step >46, 62/693, d1=0.381, d2=0.397 g=3.370 2/2 [==============================] - 0s 12ms/step >46, 63/693, d1=0.405, d2=0.248 g=3.535 2/2 [==============================] - 0s 12ms/step >46, 64/693, d1=0.496, d2=0.265 g=3.342 2/2 [==============================] - 0s 14ms/step >46, 65/693, d1=0.274, d2=0.396 g=3.469 2/2 [==============================] - 0s 12ms/step >46, 66/693, d1=0.491, d2=0.296 g=2.578 2/2 [==============================] - 0s 13ms/step >46, 67/693, d1=0.311, d2=0.350 g=2.582 2/2 [==============================] - 0s 13ms/step >46, 68/693, d1=0.418, d2=0.391 g=3.277 2/2 [==============================] - 0s 13ms/step >46, 69/693, d1=0.609, d2=0.409 g=3.817 2/2 [==============================] - 0s 13ms/step >46, 70/693, d1=0.449, d2=0.333 g=3.056 2/2 [==============================] - 0s 13ms/step >46, 71/693, d1=0.426, d2=0.300 g=4.738 2/2 [==============================] - 0s 13ms/step >46, 72/693, d1=0.389, d2=0.378 g=3.754 2/2 [==============================] - 0s 13ms/step >46, 73/693, d1=0.462, d2=0.436 g=3.911 2/2 [==============================] - 0s 12ms/step >46, 74/693, d1=0.361, d2=0.482 g=2.647 2/2 [==============================] - 0s 13ms/step >46, 75/693, d1=0.412, d2=0.268 g=3.657 2/2 [==============================] - 0s 13ms/step >46, 76/693, d1=0.341, d2=0.464 g=3.703 2/2 [==============================] - 0s 12ms/step >46, 77/693, d1=0.354, d2=0.319 g=3.440 2/2 [==============================] - 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0s 13ms/step >46, 210/693, d1=0.387, d2=0.321 g=2.887 2/2 [==============================] - 0s 15ms/step >46, 211/693, d1=0.365, d2=0.295 g=3.824 2/2 [==============================] - 0s 12ms/step >46, 212/693, d1=0.329, d2=0.578 g=3.199 2/2 [==============================] - 0s 13ms/step >46, 213/693, d1=0.413, d2=0.335 g=3.048 2/2 [==============================] - 0s 12ms/step >46, 214/693, d1=0.474, d2=0.354 g=3.914 2/2 [==============================] - 0s 14ms/step >46, 215/693, d1=0.442, d2=0.219 g=2.283 2/2 [==============================] - 0s 13ms/step >46, 216/693, d1=0.421, d2=0.395 g=2.504 2/2 [==============================] - 0s 14ms/step >46, 217/693, d1=0.298, d2=0.255 g=2.942 2/2 [==============================] - 0s 14ms/step >46, 218/693, d1=0.220, d2=0.267 g=3.150 2/2 [==============================] - 0s 12ms/step >46, 219/693, d1=0.372, d2=0.310 g=3.262 2/2 [==============================] - 0s 12ms/step >46, 220/693, d1=0.383, d2=0.279 g=3.078 2/2 [==============================] - 0s 13ms/step >46, 221/693, d1=0.250, d2=0.334 g=2.975 2/2 [==============================] - 0s 12ms/step >46, 222/693, d1=0.414, d2=0.290 g=2.768 2/2 [==============================] - 0s 13ms/step >46, 223/693, d1=0.342, d2=0.288 g=2.878 2/2 [==============================] - 0s 12ms/step >46, 224/693, d1=0.488, d2=0.271 g=2.966 2/2 [==============================] - 0s 12ms/step >46, 225/693, d1=0.358, d2=0.393 g=2.696 2/2 [==============================] - 0s 14ms/step >46, 226/693, d1=0.407, d2=0.287 g=2.545 2/2 [==============================] - 0s 13ms/step >46, 227/693, d1=0.465, d2=0.354 g=2.881 2/2 [==============================] - 0s 14ms/step >46, 228/693, d1=0.319, d2=0.259 g=3.338 2/2 [==============================] - 0s 14ms/step >46, 229/693, d1=0.495, d2=0.367 g=2.984 2/2 [==============================] - 0s 12ms/step >46, 230/693, d1=0.419, d2=0.255 g=4.386 2/2 [==============================] - 0s 12ms/step >46, 231/693, d1=0.201, d2=0.382 g=3.631 2/2 [==============================] - 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0s 13ms/step >46, 375/693, d1=0.400, d2=0.345 g=3.345 2/2 [==============================] - 0s 17ms/step >46, 376/693, d1=0.369, d2=0.422 g=2.967 2/2 [==============================] - 0s 13ms/step >46, 377/693, d1=0.524, d2=0.358 g=2.961 2/2 [==============================] - 0s 15ms/step >46, 378/693, d1=0.503, d2=0.293 g=2.673 2/2 [==============================] - 0s 12ms/step >46, 379/693, d1=0.512, d2=0.409 g=2.281 2/2 [==============================] - 0s 12ms/step >46, 380/693, d1=0.405, d2=0.367 g=2.040 2/2 [==============================] - 0s 14ms/step >46, 381/693, d1=0.429, d2=0.355 g=2.595 2/2 [==============================] - 0s 13ms/step >46, 382/693, d1=0.412, d2=0.329 g=4.287 2/2 [==============================] - 0s 15ms/step >46, 383/693, d1=0.356, d2=0.291 g=2.964 2/2 [==============================] - 0s 13ms/step >46, 384/693, d1=0.447, d2=0.291 g=2.460 2/2 [==============================] - 0s 14ms/step >46, 385/693, d1=0.379, d2=0.324 g=2.719 2/2 [==============================] - 0s 13ms/step >46, 386/693, d1=0.369, d2=0.268 g=2.187 2/2 [==============================] - 0s 13ms/step >46, 387/693, d1=0.411, d2=0.369 g=2.952 2/2 [==============================] - 0s 12ms/step >46, 388/693, d1=0.394, d2=0.377 g=2.742 2/2 [==============================] - 0s 15ms/step >46, 389/693, d1=0.494, d2=0.320 g=3.202 2/2 [==============================] - 0s 14ms/step >46, 390/693, d1=0.410, d2=0.241 g=2.808 2/2 [==============================] - 0s 16ms/step >46, 391/693, d1=0.404, d2=0.412 g=2.445 2/2 [==============================] - 0s 13ms/step >46, 392/693, d1=0.263, d2=0.537 g=3.569 2/2 [==============================] - 0s 15ms/step >46, 393/693, d1=0.368, d2=0.299 g=3.224 2/2 [==============================] - 0s 12ms/step >46, 394/693, d1=0.461, d2=0.418 g=3.363 2/2 [==============================] - 0s 13ms/step >46, 395/693, d1=0.674, d2=0.264 g=3.111 2/2 [==============================] - 0s 13ms/step >46, 396/693, d1=0.396, d2=0.337 g=2.505 2/2 [==============================] - 0s 13ms/step >46, 397/693, d1=0.295, d2=0.286 g=3.655 2/2 [==============================] - 0s 13ms/step >46, 398/693, d1=0.366, d2=0.390 g=3.120 2/2 [==============================] - 0s 11ms/step >46, 399/693, d1=0.416, d2=0.339 g=3.573 2/2 [==============================] - 0s 14ms/step >46, 400/693, d1=0.401, d2=0.342 g=3.561 2/2 [==============================] - 0s 13ms/step >46, 401/693, d1=0.409, d2=0.297 g=2.524 2/2 [==============================] - 0s 13ms/step >46, 402/693, d1=0.389, d2=0.265 g=3.869 2/2 [==============================] - 0s 13ms/step >46, 403/693, d1=0.434, d2=0.448 g=2.618 2/2 [==============================] - 0s 12ms/step >46, 404/693, d1=0.492, d2=0.426 g=4.367 2/2 [==============================] - 0s 13ms/step >46, 405/693, d1=0.484, d2=0.375 g=3.850 2/2 [==============================] - 0s 13ms/step >46, 406/693, d1=0.426, d2=0.390 g=3.544 2/2 [==============================] - 0s 12ms/step >46, 407/693, d1=0.533, d2=0.374 g=2.748 2/2 [==============================] - 0s 13ms/step >46, 408/693, d1=0.479, d2=0.328 g=3.064 2/2 [==============================] - 0s 14ms/step >46, 409/693, d1=0.355, d2=0.368 g=2.881 2/2 [==============================] - 0s 14ms/step >46, 410/693, d1=0.477, d2=0.317 g=2.643 2/2 [==============================] - 0s 12ms/step >46, 411/693, d1=0.285, d2=0.511 g=3.077 2/2 [==============================] - 0s 12ms/step >46, 412/693, d1=0.421, d2=0.311 g=3.677 2/2 [==============================] - 0s 12ms/step >46, 413/693, d1=0.471, d2=0.367 g=2.200 2/2 [==============================] - 0s 13ms/step >46, 414/693, d1=0.363, d2=0.246 g=3.052 2/2 [==============================] - 0s 13ms/step >46, 415/693, d1=0.516, d2=0.283 g=3.163 2/2 [==============================] - 0s 14ms/step >46, 416/693, d1=0.368, d2=0.418 g=3.199 2/2 [==============================] - 0s 13ms/step >46, 417/693, d1=0.496, d2=0.447 g=5.244 2/2 [==============================] - 0s 13ms/step >46, 418/693, d1=0.519, d2=0.298 g=3.945 2/2 [==============================] - 0s 13ms/step >46, 419/693, d1=0.342, d2=0.298 g=2.415 2/2 [==============================] - 0s 14ms/step >46, 420/693, d1=0.403, d2=0.307 g=2.434 2/2 [==============================] - 0s 12ms/step >46, 421/693, d1=0.384, d2=0.307 g=2.800 2/2 [==============================] - 0s 15ms/step >46, 422/693, d1=0.378, d2=0.376 g=3.382 2/2 [==============================] - 0s 13ms/step >46, 423/693, d1=0.277, d2=0.361 g=3.362 2/2 [==============================] - 0s 12ms/step >46, 424/693, d1=0.397, d2=0.293 g=3.082 2/2 [==============================] - 0s 12ms/step >46, 425/693, d1=0.390, d2=0.337 g=2.246 2/2 [==============================] - 0s 12ms/step >46, 426/693, d1=0.380, d2=0.361 g=2.138 2/2 [==============================] - 0s 13ms/step >46, 427/693, d1=0.423, d2=0.340 g=3.870 2/2 [==============================] - 0s 12ms/step >46, 428/693, d1=0.494, d2=0.326 g=3.890 2/2 [==============================] - 0s 16ms/step >46, 429/693, d1=0.347, d2=0.531 g=3.158 2/2 [==============================] - 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0s 14ms/step >46, 573/693, d1=0.432, d2=0.247 g=3.095 2/2 [==============================] - 0s 12ms/step >46, 574/693, d1=0.404, d2=0.368 g=3.013 2/2 [==============================] - 0s 19ms/step >46, 575/693, d1=0.441, d2=0.362 g=2.297 2/2 [==============================] - 0s 12ms/step >46, 576/693, d1=0.625, d2=0.371 g=3.155 2/2 [==============================] - 0s 15ms/step >46, 577/693, d1=0.487, d2=0.361 g=2.723 2/2 [==============================] - 0s 13ms/step >46, 578/693, d1=0.236, d2=0.377 g=3.282 2/2 [==============================] - 0s 13ms/step >46, 579/693, d1=0.436, d2=0.371 g=3.049 2/2 [==============================] - 0s 15ms/step >46, 580/693, d1=0.463, d2=0.327 g=3.477 2/2 [==============================] - 0s 12ms/step >46, 581/693, d1=0.540, d2=0.254 g=2.742 2/2 [==============================] - 0s 13ms/step >46, 582/693, d1=0.384, d2=0.426 g=2.294 2/2 [==============================] - 0s 13ms/step >46, 583/693, d1=0.396, d2=0.384 g=2.949 2/2 [==============================] - 0s 11ms/step >46, 584/693, d1=0.358, d2=0.336 g=2.337 2/2 [==============================] - 0s 12ms/step >46, 585/693, d1=0.332, d2=0.194 g=2.846 2/2 [==============================] - 0s 12ms/step >46, 586/693, d1=0.443, d2=0.458 g=3.035 2/2 [==============================] - 0s 14ms/step >46, 587/693, d1=0.281, d2=0.289 g=2.798 2/2 [==============================] - 0s 13ms/step >46, 588/693, d1=0.379, d2=0.377 g=3.761 2/2 [==============================] - 0s 12ms/step >46, 589/693, d1=0.479, d2=0.484 g=2.957 2/2 [==============================] - 0s 13ms/step >46, 590/693, d1=0.499, d2=0.299 g=3.572 2/2 [==============================] - 0s 12ms/step >46, 591/693, d1=0.481, d2=0.283 g=3.321 2/2 [==============================] - 0s 12ms/step >46, 592/693, d1=0.341, d2=0.395 g=3.212 2/2 [==============================] - 0s 12ms/step >46, 593/693, d1=0.351, d2=0.269 g=3.527 2/2 [==============================] - 0s 15ms/step >46, 594/693, d1=0.392, d2=0.424 g=3.572 2/2 [==============================] - 0s 12ms/step >46, 595/693, d1=0.351, d2=0.237 g=2.691 2/2 [==============================] - 0s 13ms/step >46, 596/693, d1=0.426, d2=0.302 g=3.186 2/2 [==============================] - 0s 12ms/step >46, 597/693, d1=0.250, d2=0.441 g=3.264 2/2 [==============================] - 0s 11ms/step >46, 598/693, d1=0.337, d2=0.272 g=3.359 2/2 [==============================] - 0s 14ms/step >46, 599/693, d1=0.357, d2=0.197 g=2.636 2/2 [==============================] - 0s 13ms/step >46, 600/693, d1=0.366, d2=0.362 g=3.419 2/2 [==============================] - 0s 14ms/step >46, 601/693, d1=0.452, d2=0.339 g=3.054 2/2 [==============================] - 0s 12ms/step >46, 602/693, d1=0.469, d2=0.374 g=2.693 2/2 [==============================] - 0s 12ms/step >46, 603/693, d1=0.335, d2=0.315 g=3.537 2/2 [==============================] - 0s 12ms/step >46, 604/693, d1=0.518, d2=0.346 g=2.243 2/2 [==============================] - 0s 14ms/step >46, 605/693, d1=0.428, d2=0.315 g=3.322 2/2 [==============================] - 0s 12ms/step >46, 606/693, d1=0.341, d2=0.369 g=2.408 2/2 [==============================] - 0s 14ms/step >46, 607/693, d1=0.474, d2=0.337 g=2.787 2/2 [==============================] - 0s 13ms/step >46, 608/693, d1=0.364, d2=0.430 g=2.823 2/2 [==============================] - 0s 13ms/step >46, 609/693, d1=0.440, d2=0.407 g=2.433 2/2 [==============================] - 0s 14ms/step >46, 610/693, d1=0.359, d2=0.309 g=2.982 2/2 [==============================] - 0s 12ms/step >46, 611/693, d1=0.400, d2=0.349 g=2.629 2/2 [==============================] - 0s 13ms/step >46, 612/693, d1=0.519, d2=0.388 g=3.309 2/2 [==============================] - 0s 13ms/step >46, 613/693, d1=0.380, d2=0.357 g=3.359 2/2 [==============================] - 0s 13ms/step >46, 614/693, d1=0.283, d2=0.256 g=2.919 2/2 [==============================] - 0s 14ms/step >46, 615/693, d1=0.334, d2=0.352 g=3.769 2/2 [==============================] - 0s 14ms/step >46, 616/693, d1=0.596, d2=0.251 g=2.856 2/2 [==============================] - 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0s 13ms/step >47, 430/693, d1=0.306, d2=0.385 g=4.474 2/2 [==============================] - 0s 12ms/step >47, 431/693, d1=0.382, d2=0.340 g=3.786 2/2 [==============================] - 0s 12ms/step >47, 432/693, d1=0.424, d2=0.382 g=4.939 2/2 [==============================] - 0s 12ms/step >47, 433/693, d1=0.410, d2=0.289 g=4.006 2/2 [==============================] - 0s 13ms/step >47, 434/693, d1=0.394, d2=0.319 g=3.270 2/2 [==============================] - 0s 12ms/step >47, 435/693, d1=0.342, d2=0.440 g=3.412 2/2 [==============================] - 0s 13ms/step >47, 436/693, d1=0.295, d2=0.283 g=4.717 2/2 [==============================] - 0s 12ms/step >47, 437/693, d1=0.474, d2=0.322 g=4.620 2/2 [==============================] - 0s 12ms/step >47, 438/693, d1=0.320, d2=0.326 g=3.433 2/2 [==============================] - 0s 12ms/step >47, 439/693, d1=0.456, d2=0.283 g=3.696 2/2 [==============================] - 0s 12ms/step >47, 440/693, d1=0.205, d2=0.275 g=4.412 2/2 [==============================] - 0s 14ms/step >47, 441/693, d1=0.438, d2=0.288 g=3.167 2/2 [==============================] - 0s 12ms/step >47, 442/693, d1=0.334, d2=0.417 g=4.288 2/2 [==============================] - 0s 14ms/step >47, 443/693, d1=0.599, d2=0.361 g=6.069 2/2 [==============================] - 0s 12ms/step >47, 444/693, d1=0.517, d2=0.376 g=2.719 2/2 [==============================] - 0s 13ms/step >47, 445/693, d1=0.367, d2=0.451 g=5.179 2/2 [==============================] - 0s 14ms/step >47, 446/693, d1=0.396, d2=0.261 g=3.159 2/2 [==============================] - 0s 14ms/step >47, 447/693, d1=0.454, d2=0.320 g=4.628 2/2 [==============================] - 0s 12ms/step >47, 448/693, d1=0.313, d2=0.315 g=3.295 2/2 [==============================] - 0s 13ms/step >47, 449/693, d1=0.432, d2=0.410 g=5.218 2/2 [==============================] - 0s 13ms/step >47, 450/693, d1=0.411, d2=0.293 g=4.495 2/2 [==============================] - 0s 12ms/step >47, 451/693, d1=0.368, d2=0.399 g=4.301 2/2 [==============================] - 0s 12ms/step >47, 452/693, d1=0.447, d2=0.315 g=4.119 2/2 [==============================] - 0s 15ms/step >47, 453/693, d1=0.349, d2=0.309 g=4.063 2/2 [==============================] - 0s 14ms/step >47, 454/693, d1=0.410, d2=0.389 g=4.668 2/2 [==============================] - 0s 13ms/step >47, 455/693, d1=0.481, d2=0.364 g=4.695 2/2 [==============================] - 0s 12ms/step >47, 456/693, d1=0.526, d2=0.523 g=4.771 2/2 [==============================] - 0s 13ms/step >47, 457/693, d1=0.490, d2=0.368 g=3.957 2/2 [==============================] - 0s 13ms/step >47, 458/693, d1=0.476, d2=0.259 g=3.560 2/2 [==============================] - 0s 12ms/step >47, 459/693, d1=0.370, d2=0.433 g=2.957 2/2 [==============================] - 0s 13ms/step >47, 460/693, d1=0.411, d2=0.334 g=3.950 2/2 [==============================] - 0s 12ms/step >47, 461/693, d1=0.490, d2=0.352 g=3.926 2/2 [==============================] - 0s 13ms/step >47, 462/693, d1=0.417, d2=0.241 g=3.360 2/2 [==============================] - 0s 18ms/step >47, 463/693, d1=0.375, d2=0.469 g=3.369 2/2 [==============================] - 0s 14ms/step >47, 464/693, d1=0.348, d2=0.362 g=6.021 2/2 [==============================] - 0s 13ms/step >47, 465/693, d1=0.520, d2=0.260 g=2.340 2/2 [==============================] - 0s 12ms/step >47, 466/693, d1=0.492, d2=0.399 g=4.563 2/2 [==============================] - 0s 11ms/step >47, 467/693, d1=0.445, d2=0.403 g=3.684 2/2 [==============================] - 0s 13ms/step >47, 468/693, d1=0.417, d2=0.365 g=5.587 2/2 [==============================] - 0s 14ms/step >47, 469/693, d1=0.322, d2=0.310 g=2.426 2/2 [==============================] - 0s 13ms/step >47, 470/693, d1=0.322, d2=0.296 g=4.983 2/2 [==============================] - 0s 14ms/step >47, 471/693, d1=0.503, d2=0.465 g=2.929 2/2 [==============================] - 0s 13ms/step >47, 472/693, d1=0.327, d2=0.345 g=3.971 2/2 [==============================] - 0s 12ms/step >47, 473/693, d1=0.498, d2=0.295 g=2.983 2/2 [==============================] - 0s 14ms/step >47, 474/693, d1=0.373, d2=0.343 g=5.417 2/2 [==============================] - 0s 13ms/step >47, 475/693, d1=0.494, d2=0.282 g=3.719 2/2 [==============================] - 0s 13ms/step >47, 476/693, d1=0.328, d2=0.309 g=2.986 2/2 [==============================] - 0s 13ms/step >47, 477/693, d1=0.288, d2=0.298 g=5.443 2/2 [==============================] - 0s 13ms/step >47, 478/693, d1=0.378, d2=0.353 g=3.373 2/2 [==============================] - 0s 14ms/step >47, 479/693, d1=0.395, d2=0.342 g=4.370 2/2 [==============================] - 0s 13ms/step >47, 480/693, d1=0.561, d2=0.333 g=3.013 2/2 [==============================] - 0s 13ms/step >47, 481/693, d1=0.450, d2=0.381 g=5.302 2/2 [==============================] - 0s 12ms/step >47, 482/693, d1=0.332, d2=0.246 g=3.514 2/2 [==============================] - 0s 14ms/step >47, 483/693, d1=0.485, d2=0.372 g=3.879 2/2 [==============================] - 0s 12ms/step >47, 484/693, d1=0.373, d2=0.433 g=2.829 2/2 [==============================] - 0s 13ms/step >47, 485/693, d1=0.276, d2=0.425 g=3.881 2/2 [==============================] - 0s 13ms/step >47, 486/693, d1=0.382, d2=0.236 g=2.875 2/2 [==============================] - 0s 15ms/step >47, 487/693, d1=0.525, d2=0.389 g=3.687 2/2 [==============================] - 0s 14ms/step >47, 488/693, d1=0.372, d2=0.494 g=3.826 2/2 [==============================] - 0s 13ms/step >47, 489/693, d1=0.561, d2=0.375 g=4.527 2/2 [==============================] - 0s 14ms/step >47, 490/693, d1=0.467, d2=0.329 g=3.954 2/2 [==============================] - 0s 12ms/step >47, 491/693, d1=0.424, d2=0.362 g=3.893 2/2 [==============================] - 0s 13ms/step >47, 492/693, d1=0.421, d2=0.342 g=3.523 2/2 [==============================] - 0s 12ms/step >47, 493/693, d1=0.320, d2=0.314 g=3.425 2/2 [==============================] - 0s 12ms/step >47, 494/693, d1=0.323, d2=0.300 g=4.179 2/2 [==============================] - 0s 13ms/step >47, 495/693, d1=0.444, d2=0.292 g=5.127 2/2 [==============================] - 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0s 13ms/step >47, 639/693, d1=0.475, d2=0.337 g=4.319 2/2 [==============================] - 0s 13ms/step >47, 640/693, d1=0.522, d2=0.389 g=3.411 2/2 [==============================] - 0s 12ms/step >47, 641/693, d1=0.387, d2=0.594 g=5.211 2/2 [==============================] - 0s 13ms/step >47, 642/693, d1=0.402, d2=0.329 g=3.988 2/2 [==============================] - 0s 14ms/step >47, 643/693, d1=0.441, d2=0.246 g=4.035 2/2 [==============================] - 0s 13ms/step >47, 644/693, d1=0.396, d2=0.267 g=2.707 2/2 [==============================] - 0s 12ms/step >47, 645/693, d1=0.471, d2=0.301 g=4.379 2/2 [==============================] - 0s 13ms/step >47, 646/693, d1=0.387, d2=0.437 g=3.938 2/2 [==============================] - 0s 13ms/step >47, 647/693, d1=0.430, d2=0.352 g=2.147 2/2 [==============================] - 0s 12ms/step >47, 648/693, d1=0.364, d2=0.354 g=3.054 2/2 [==============================] - 0s 14ms/step >47, 649/693, d1=0.468, d2=0.330 g=3.556 2/2 [==============================] - 0s 12ms/step >47, 650/693, d1=0.417, d2=0.371 g=2.365 2/2 [==============================] - 0s 11ms/step >47, 651/693, d1=0.461, d2=0.390 g=2.635 2/2 [==============================] - 0s 14ms/step >47, 652/693, d1=0.425, d2=0.449 g=4.579 2/2 [==============================] - 0s 14ms/step >47, 653/693, d1=0.491, d2=0.397 g=2.716 2/2 [==============================] - 0s 12ms/step >47, 654/693, d1=0.376, d2=0.355 g=4.184 2/2 [==============================] - 0s 13ms/step >47, 655/693, d1=0.366, d2=0.223 g=4.075 2/2 [==============================] - 0s 14ms/step >47, 656/693, d1=0.379, d2=0.264 g=3.244 2/2 [==============================] - 0s 13ms/step >47, 657/693, d1=0.337, d2=0.327 g=2.006 2/2 [==============================] - 0s 14ms/step >47, 658/693, d1=0.338, d2=0.347 g=3.564 2/2 [==============================] - 0s 13ms/step >47, 659/693, d1=0.438, d2=0.316 g=4.671 2/2 [==============================] - 0s 15ms/step >47, 660/693, d1=0.528, d2=0.314 g=2.743 2/2 [==============================] - 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0s 15ms/step >47, 683/693, d1=0.404, d2=0.428 g=2.995 2/2 [==============================] - 0s 13ms/step >47, 684/693, d1=0.297, d2=0.220 g=2.710 2/2 [==============================] - 0s 13ms/step >47, 685/693, d1=0.371, d2=0.263 g=4.085 2/2 [==============================] - 0s 14ms/step >47, 686/693, d1=0.384, d2=0.394 g=3.301 2/2 [==============================] - 0s 12ms/step >47, 687/693, d1=0.351, d2=0.364 g=6.753 2/2 [==============================] - 0s 13ms/step >47, 688/693, d1=0.350, d2=0.223 g=3.853 2/2 [==============================] - 0s 14ms/step >47, 689/693, d1=0.356, d2=0.321 g=5.373 2/2 [==============================] - 0s 12ms/step >47, 690/693, d1=0.422, d2=0.291 g=4.440 2/2 [==============================] - 0s 11ms/step >47, 691/693, d1=0.300, d2=0.401 g=4.706 2/2 [==============================] - 0s 14ms/step >47, 692/693, d1=0.439, d2=0.398 g=4.162 2/2 [==============================] - 0s 14ms/step >47, 693/693, d1=0.306, d2=0.377 g=3.885 2/2 [==============================] - 0s 13ms/step >48, 1/693, d1=0.395, d2=0.278 g=2.554 2/2 [==============================] - 0s 12ms/step >48, 2/693, d1=0.626, d2=0.390 g=3.067 2/2 [==============================] - 0s 13ms/step >48, 3/693, d1=0.382, d2=0.291 g=7.061 2/2 [==============================] - 0s 13ms/step >48, 4/693, d1=0.467, d2=0.321 g=4.834 2/2 [==============================] - 0s 13ms/step >48, 5/693, d1=0.469, d2=0.381 g=3.795 2/2 [==============================] - 0s 13ms/step >48, 6/693, d1=0.359, d2=0.425 g=3.501 2/2 [==============================] - 0s 13ms/step >48, 7/693, d1=0.330, d2=0.267 g=2.583 2/2 [==============================] - 0s 14ms/step >48, 8/693, d1=0.447, d2=0.173 g=4.750 2/2 [==============================] - 0s 13ms/step >48, 9/693, d1=0.454, d2=0.338 g=5.096 2/2 [==============================] - 0s 14ms/step >48, 10/693, d1=0.277, d2=0.347 g=3.331 2/2 [==============================] - 0s 14ms/step >48, 11/693, d1=0.433, d2=0.308 g=4.843 2/2 [==============================] - 0s 12ms/step >48, 12/693, d1=0.432, d2=0.377 g=3.674 2/2 [==============================] - 0s 15ms/step >48, 13/693, d1=0.532, d2=0.294 g=3.481 2/2 [==============================] - 0s 14ms/step >48, 14/693, d1=0.378, d2=0.323 g=3.432 2/2 [==============================] - 0s 15ms/step >48, 15/693, d1=0.343, d2=0.347 g=4.616 2/2 [==============================] - 0s 12ms/step >48, 16/693, d1=0.362, d2=0.376 g=2.587 2/2 [==============================] - 0s 14ms/step >48, 17/693, d1=0.427, d2=0.326 g=3.851 2/2 [==============================] - 0s 13ms/step >48, 18/693, d1=0.430, d2=0.401 g=5.170 2/2 [==============================] - 0s 12ms/step >48, 19/693, d1=0.426, d2=0.352 g=4.640 2/2 [==============================] - 0s 13ms/step >48, 20/693, d1=0.281, d2=0.335 g=2.879 2/2 [==============================] - 0s 13ms/step >48, 21/693, d1=0.299, d2=0.257 g=4.276 2/2 [==============================] - 0s 12ms/step >48, 22/693, d1=0.465, d2=0.388 g=4.393 2/2 [==============================] - 0s 13ms/step >48, 23/693, d1=0.431, d2=0.319 g=5.484 2/2 [==============================] - 0s 12ms/step >48, 24/693, d1=0.470, d2=0.238 g=5.901 2/2 [==============================] - 0s 14ms/step >48, 25/693, d1=0.371, d2=0.250 g=4.574 2/2 [==============================] - 0s 13ms/step >48, 26/693, d1=0.474, d2=0.281 g=4.069 2/2 [==============================] - 0s 13ms/step >48, 27/693, d1=0.368, d2=0.263 g=4.583 2/2 [==============================] - 0s 11ms/step >48, 28/693, d1=0.386, d2=0.512 g=3.954 2/2 [==============================] - 0s 12ms/step >48, 29/693, d1=0.521, d2=0.370 g=4.495 2/2 [==============================] - 0s 12ms/step >48, 30/693, d1=0.425, d2=0.308 g=2.279 2/2 [==============================] - 0s 13ms/step >48, 31/693, d1=0.393, d2=0.355 g=3.314 2/2 [==============================] - 0s 14ms/step >48, 32/693, d1=0.345, d2=0.364 g=3.524 2/2 [==============================] - 0s 13ms/step >48, 33/693, d1=0.392, d2=0.308 g=2.977 2/2 [==============================] - 0s 13ms/step >48, 34/693, d1=0.611, d2=0.302 g=3.408 2/2 [==============================] - 0s 12ms/step >48, 35/693, d1=0.410, d2=0.532 g=3.975 2/2 [==============================] - 0s 12ms/step >48, 36/693, d1=0.326, d2=0.370 g=3.106 2/2 [==============================] - 0s 13ms/step >48, 37/693, d1=0.449, d2=0.259 g=4.569 2/2 [==============================] - 0s 14ms/step >48, 38/693, d1=0.212, d2=0.234 g=4.560 2/2 [==============================] - 0s 14ms/step >48, 39/693, d1=0.461, d2=0.331 g=2.726 2/2 [==============================] - 0s 12ms/step >48, 40/693, d1=0.665, d2=0.397 g=5.065 2/2 [==============================] - 0s 12ms/step >48, 41/693, d1=0.408, d2=0.315 g=2.817 2/2 [==============================] - 0s 13ms/step >48, 42/693, d1=0.392, d2=0.339 g=3.682 2/2 [==============================] - 0s 12ms/step >48, 43/693, d1=0.274, d2=0.456 g=2.801 2/2 [==============================] - 0s 13ms/step >48, 44/693, d1=0.496, d2=0.240 g=3.503 2/2 [==============================] - 0s 12ms/step >48, 45/693, d1=0.331, d2=0.437 g=2.948 2/2 [==============================] - 0s 16ms/step >48, 46/693, d1=0.504, d2=0.241 g=4.663 2/2 [==============================] - 0s 15ms/step >48, 47/693, d1=0.431, d2=0.338 g=3.740 2/2 [==============================] - 0s 12ms/step >48, 48/693, d1=0.390, d2=0.431 g=5.051 2/2 [==============================] - 0s 13ms/step >48, 49/693, d1=0.337, d2=0.343 g=4.619 2/2 [==============================] - 0s 12ms/step >48, 50/693, d1=0.377, d2=0.363 g=3.176 2/2 [==============================] - 0s 11ms/step >48, 51/693, d1=0.493, d2=0.291 g=2.804 2/2 [==============================] - 0s 12ms/step >48, 52/693, d1=0.349, d2=0.356 g=3.635 2/2 [==============================] - 0s 13ms/step >48, 53/693, d1=0.386, d2=0.319 g=3.659 2/2 [==============================] - 0s 12ms/step >48, 54/693, d1=0.403, d2=0.452 g=2.171 2/2 [==============================] - 0s 15ms/step >48, 55/693, d1=0.298, d2=0.274 g=3.341 2/2 [==============================] - 0s 12ms/step >48, 56/693, d1=0.392, d2=0.488 g=4.009 2/2 [==============================] - 0s 13ms/step >48, 57/693, d1=0.470, d2=0.275 g=3.262 2/2 [==============================] - 0s 14ms/step >48, 58/693, d1=0.449, d2=0.342 g=3.403 2/2 [==============================] - 0s 13ms/step >48, 59/693, d1=0.394, d2=0.391 g=2.849 2/2 [==============================] - 0s 12ms/step >48, 60/693, d1=0.391, d2=0.408 g=3.180 2/2 [==============================] - 0s 16ms/step >48, 61/693, d1=0.343, d2=0.241 g=2.607 2/2 [==============================] - 0s 12ms/step >48, 62/693, d1=0.331, d2=0.329 g=3.815 2/2 [==============================] - 0s 13ms/step >48, 63/693, d1=0.337, d2=0.284 g=3.842 2/2 [==============================] - 0s 12ms/step >48, 64/693, d1=0.310, d2=0.277 g=4.380 2/2 [==============================] - 0s 13ms/step >48, 65/693, d1=0.416, d2=0.286 g=3.292 2/2 [==============================] - 0s 13ms/step >48, 66/693, d1=0.452, d2=0.506 g=5.027 2/2 [==============================] - 0s 13ms/step >48, 67/693, d1=0.454, d2=0.347 g=4.468 2/2 [==============================] - 0s 13ms/step >48, 68/693, d1=0.371, d2=0.343 g=3.710 2/2 [==============================] - 0s 15ms/step >48, 69/693, d1=0.333, d2=0.303 g=3.878 2/2 [==============================] - 0s 12ms/step >48, 70/693, d1=0.449, d2=0.318 g=4.174 2/2 [==============================] - 0s 13ms/step >48, 71/693, d1=0.431, d2=0.520 g=3.203 2/2 [==============================] - 0s 15ms/step >48, 72/693, d1=0.380, d2=0.308 g=3.606 2/2 [==============================] - 0s 13ms/step >48, 73/693, d1=0.465, d2=0.289 g=2.712 2/2 [==============================] - 0s 13ms/step >48, 74/693, d1=0.496, d2=0.276 g=3.916 2/2 [==============================] - 0s 14ms/step >48, 75/693, d1=0.398, d2=0.408 g=4.816 2/2 [==============================] - 0s 13ms/step >48, 76/693, d1=0.391, d2=0.348 g=5.002 2/2 [==============================] - 0s 14ms/step >48, 77/693, d1=0.424, d2=0.392 g=3.078 2/2 [==============================] - 0s 13ms/step >48, 78/693, d1=0.341, d2=0.296 g=3.493 2/2 [==============================] - 0s 14ms/step >48, 79/693, d1=0.543, d2=0.325 g=4.701 2/2 [==============================] - 0s 13ms/step >48, 80/693, d1=0.463, d2=0.377 g=5.064 2/2 [==============================] - 0s 12ms/step >48, 81/693, d1=0.301, d2=0.400 g=4.872 2/2 [==============================] - 0s 12ms/step >48, 82/693, d1=0.361, d2=0.274 g=2.876 2/2 [==============================] - 0s 14ms/step >48, 83/693, d1=0.423, d2=0.334 g=2.147 2/2 [==============================] - 0s 13ms/step >48, 84/693, d1=0.340, d2=0.333 g=3.549 2/2 [==============================] - 0s 12ms/step >48, 85/693, d1=0.422, d2=0.328 g=3.695 2/2 [==============================] - 0s 12ms/step >48, 86/693, d1=0.480, d2=0.338 g=3.265 2/2 [==============================] - 0s 11ms/step >48, 87/693, d1=0.256, d2=0.328 g=3.946 2/2 [==============================] - 0s 13ms/step >48, 88/693, d1=0.452, d2=0.445 g=4.334 2/2 [==============================] - 0s 15ms/step >48, 89/693, d1=0.538, d2=0.413 g=2.642 2/2 [==============================] - 0s 13ms/step >48, 90/693, d1=0.356, d2=0.281 g=3.490 2/2 [==============================] - 0s 13ms/step >48, 91/693, d1=0.480, d2=0.575 g=3.734 2/2 [==============================] - 0s 12ms/step >48, 92/693, d1=0.495, d2=0.372 g=3.128 2/2 [==============================] - 0s 12ms/step >48, 93/693, d1=0.263, d2=0.299 g=3.617 2/2 [==============================] - 0s 12ms/step >48, 94/693, d1=0.471, d2=0.328 g=5.441 2/2 [==============================] - 0s 13ms/step >48, 95/693, d1=0.400, d2=0.311 g=2.761 2/2 [==============================] - 0s 13ms/step >48, 96/693, d1=0.247, d2=0.378 g=4.735 2/2 [==============================] - 0s 13ms/step >48, 97/693, d1=0.507, d2=0.249 g=3.783 2/2 [==============================] - 0s 12ms/step >48, 98/693, d1=0.438, d2=0.292 g=2.526 2/2 [==============================] - 0s 12ms/step >48, 99/693, d1=0.415, d2=0.254 g=3.770 2/2 [==============================] - 0s 13ms/step >48, 100/693, d1=0.412, d2=0.362 g=3.923 2/2 [==============================] - 0s 12ms/step >48, 101/693, d1=0.276, d2=0.283 g=4.817 2/2 [==============================] - 0s 12ms/step >48, 102/693, d1=0.299, d2=0.316 g=2.746 2/2 [==============================] - 0s 14ms/step >48, 103/693, d1=0.321, d2=0.324 g=4.820 2/2 [==============================] - 0s 12ms/step >48, 104/693, d1=0.207, d2=0.211 g=5.107 2/2 [==============================] - 0s 13ms/step >48, 105/693, d1=0.494, d2=0.244 g=2.660 2/2 [==============================] - 0s 12ms/step >48, 106/693, d1=0.470, d2=0.430 g=3.467 2/2 [==============================] - 0s 13ms/step >48, 107/693, d1=0.332, d2=0.371 g=4.797 2/2 [==============================] - 0s 14ms/step >48, 108/693, d1=0.298, d2=0.376 g=4.513 2/2 [==============================] - 0s 13ms/step >48, 109/693, d1=0.463, d2=0.295 g=4.069 2/2 [==============================] - 0s 13ms/step >48, 110/693, d1=0.588, d2=0.318 g=3.458 2/2 [==============================] - 0s 14ms/step >48, 111/693, d1=0.347, d2=0.427 g=5.596 2/2 [==============================] - 0s 13ms/step >48, 112/693, d1=0.421, d2=0.326 g=3.164 2/2 [==============================] - 0s 11ms/step >48, 113/693, d1=0.592, d2=0.278 g=3.158 2/2 [==============================] - 0s 12ms/step >48, 114/693, d1=0.340, d2=0.323 g=5.546 2/2 [==============================] - 0s 13ms/step >48, 115/693, d1=0.381, d2=0.393 g=4.347 2/2 [==============================] - 0s 11ms/step >48, 116/693, d1=0.538, d2=0.365 g=3.929 2/2 [==============================] - 0s 12ms/step >48, 117/693, d1=0.447, d2=0.366 g=4.910 2/2 [==============================] - 0s 13ms/step >48, 118/693, d1=0.395, d2=0.339 g=3.600 2/2 [==============================] - 0s 13ms/step >48, 119/693, d1=0.301, d2=0.325 g=2.890 2/2 [==============================] - 0s 13ms/step >48, 120/693, d1=0.450, d2=0.398 g=3.164 2/2 [==============================] - 0s 14ms/step >48, 121/693, d1=0.403, d2=0.418 g=3.690 2/2 [==============================] - 0s 12ms/step >48, 122/693, d1=0.441, d2=0.391 g=2.244 2/2 [==============================] - 0s 13ms/step >48, 123/693, d1=0.475, d2=0.424 g=2.935 2/2 [==============================] - 0s 14ms/step >48, 124/693, d1=0.331, d2=0.319 g=4.662 2/2 [==============================] - 0s 13ms/step >48, 125/693, d1=0.273, d2=0.390 g=3.161 2/2 [==============================] - 0s 12ms/step >48, 126/693, d1=0.433, d2=0.275 g=3.821 2/2 [==============================] - 0s 14ms/step >48, 127/693, d1=0.474, d2=0.479 g=4.643 2/2 [==============================] - 0s 13ms/step >48, 128/693, d1=0.401, d2=0.236 g=2.798 2/2 [==============================] - 0s 13ms/step >48, 129/693, d1=0.508, d2=0.346 g=3.109 2/2 [==============================] - 0s 14ms/step >48, 130/693, d1=0.342, d2=0.301 g=2.785 2/2 [==============================] - 0s 12ms/step >48, 131/693, d1=0.481, d2=0.335 g=3.979 2/2 [==============================] - 0s 13ms/step >48, 132/693, d1=0.352, d2=0.325 g=3.983 2/2 [==============================] - 0s 13ms/step >48, 133/693, d1=0.408, d2=0.385 g=2.439 2/2 [==============================] - 0s 11ms/step >48, 134/693, d1=0.474, d2=0.348 g=3.436 2/2 [==============================] - 0s 14ms/step >48, 135/693, d1=0.479, d2=0.271 g=2.357 2/2 [==============================] - 0s 12ms/step >48, 136/693, d1=0.392, d2=0.415 g=4.501 2/2 [==============================] - 0s 12ms/step >48, 137/693, d1=0.369, d2=0.478 g=3.571 2/2 [==============================] - 0s 12ms/step >48, 138/693, d1=0.394, d2=0.334 g=4.574 2/2 [==============================] - 0s 14ms/step >48, 139/693, d1=0.578, d2=0.246 g=2.365 2/2 [==============================] - 0s 11ms/step >48, 140/693, d1=0.546, d2=0.369 g=3.309 2/2 [==============================] - 0s 13ms/step >48, 141/693, d1=0.247, d2=0.349 g=3.775 2/2 [==============================] - 0s 12ms/step >48, 142/693, d1=0.627, d2=0.341 g=3.558 2/2 [==============================] - 0s 13ms/step >48, 143/693, d1=0.345, d2=0.286 g=3.911 2/2 [==============================] - 0s 13ms/step >48, 144/693, d1=0.425, d2=0.389 g=3.446 2/2 [==============================] - 0s 14ms/step >48, 145/693, d1=0.436, d2=0.317 g=3.539 2/2 [==============================] - 0s 12ms/step >48, 146/693, d1=0.295, d2=0.489 g=4.068 2/2 [==============================] - 0s 14ms/step >48, 147/693, d1=0.373, d2=0.213 g=3.251 2/2 [==============================] - 0s 13ms/step >48, 148/693, d1=0.374, d2=0.403 g=3.644 2/2 [==============================] - 0s 13ms/step >48, 149/693, d1=0.384, d2=0.377 g=3.515 2/2 [==============================] - 0s 13ms/step >48, 150/693, d1=0.325, d2=0.235 g=2.910 2/2 [==============================] - 0s 13ms/step >48, 151/693, d1=0.351, d2=0.346 g=4.448 2/2 [==============================] - 0s 12ms/step >48, 152/693, d1=0.371, d2=0.321 g=3.227 2/2 [==============================] - 0s 14ms/step >48, 153/693, d1=0.365, d2=0.288 g=4.027 2/2 [==============================] - 0s 13ms/step >48, 154/693, d1=0.339, d2=0.308 g=4.798 2/2 [==============================] - 0s 14ms/step >48, 155/693, d1=0.518, d2=0.310 g=2.909 2/2 [==============================] - 0s 11ms/step >48, 156/693, d1=0.387, d2=0.372 g=3.108 2/2 [==============================] - 0s 12ms/step >48, 157/693, d1=0.424, d2=0.323 g=3.443 2/2 [==============================] - 0s 13ms/step >48, 158/693, d1=0.417, d2=0.477 g=3.049 2/2 [==============================] - 0s 12ms/step >48, 159/693, d1=0.453, d2=0.424 g=4.177 2/2 [==============================] - 0s 11ms/step >48, 160/693, d1=0.467, d2=0.304 g=3.621 2/2 [==============================] - 0s 13ms/step >48, 161/693, d1=0.407, d2=0.265 g=3.473 2/2 [==============================] - 0s 13ms/step >48, 162/693, d1=0.399, d2=0.359 g=2.664 2/2 [==============================] - 0s 12ms/step >48, 163/693, d1=0.339, d2=0.347 g=4.834 2/2 [==============================] - 0s 14ms/step >48, 164/693, d1=0.522, d2=0.381 g=3.504 2/2 [==============================] - 0s 12ms/step >48, 165/693, d1=0.638, d2=0.360 g=3.312 2/2 [==============================] - 0s 14ms/step >48, 166/693, d1=0.420, d2=0.356 g=4.103 2/2 [==============================] - 0s 12ms/step >48, 167/693, d1=0.326, d2=0.334 g=3.913 2/2 [==============================] - 0s 14ms/step >48, 168/693, d1=0.396, d2=0.229 g=4.284 2/2 [==============================] - 0s 13ms/step >48, 169/693, d1=0.561, d2=0.327 g=2.820 2/2 [==============================] - 0s 15ms/step >48, 170/693, d1=0.328, d2=0.337 g=2.173 2/2 [==============================] - 0s 14ms/step >48, 171/693, d1=0.416, d2=0.411 g=3.829 2/2 [==============================] - 0s 13ms/step >48, 172/693, d1=0.343, d2=0.277 g=2.875 2/2 [==============================] - 0s 12ms/step >48, 173/693, d1=0.481, d2=0.389 g=2.915 2/2 [==============================] - 0s 14ms/step >48, 174/693, d1=0.371, d2=0.392 g=3.501 2/2 [==============================] - 0s 12ms/step >48, 175/693, d1=0.475, d2=0.332 g=1.988 2/2 [==============================] - 0s 11ms/step >48, 176/693, d1=0.356, d2=0.447 g=3.210 2/2 [==============================] - 0s 12ms/step >48, 177/693, d1=0.313, d2=0.270 g=4.276 2/2 [==============================] - 0s 12ms/step >48, 178/693, d1=0.537, d2=0.329 g=3.795 2/2 [==============================] - 0s 13ms/step >48, 179/693, d1=0.389, d2=0.323 g=3.306 2/2 [==============================] - 0s 12ms/step >48, 180/693, d1=0.361, d2=0.371 g=3.329 2/2 [==============================] - 0s 12ms/step >48, 181/693, d1=0.343, d2=0.285 g=3.857 2/2 [==============================] - 0s 12ms/step >48, 182/693, d1=0.365, d2=0.282 g=3.571 2/2 [==============================] - 0s 12ms/step >48, 183/693, d1=0.264, d2=0.312 g=2.667 2/2 [==============================] - 0s 13ms/step >48, 184/693, d1=0.487, d2=0.398 g=3.361 2/2 [==============================] - 0s 12ms/step >48, 185/693, d1=0.487, d2=0.365 g=2.904 2/2 [==============================] - 0s 13ms/step >48, 186/693, d1=0.427, d2=0.300 g=3.629 2/2 [==============================] - 0s 12ms/step >48, 187/693, d1=0.518, d2=0.395 g=5.311 2/2 [==============================] - 0s 12ms/step >48, 188/693, d1=0.379, d2=0.397 g=4.263 2/2 [==============================] - 0s 12ms/step >48, 189/693, d1=0.452, d2=0.327 g=4.904 2/2 [==============================] - 0s 11ms/step >48, 190/693, d1=0.307, d2=0.383 g=3.695 2/2 [==============================] - 0s 12ms/step >48, 191/693, d1=0.491, d2=0.335 g=3.132 2/2 [==============================] - 0s 13ms/step >48, 192/693, d1=0.332, d2=0.225 g=4.547 2/2 [==============================] - 0s 13ms/step >48, 193/693, d1=0.330, d2=0.341 g=3.024 2/2 [==============================] - 0s 14ms/step >48, 194/693, d1=0.561, d2=0.390 g=4.373 2/2 [==============================] - 0s 13ms/step >48, 195/693, d1=0.532, d2=0.475 g=2.708 2/2 [==============================] - 0s 14ms/step >48, 196/693, d1=0.427, d2=0.355 g=4.340 2/2 [==============================] - 0s 12ms/step >48, 197/693, d1=0.630, d2=0.401 g=3.438 2/2 [==============================] - 0s 10ms/step >48, 198/693, d1=0.472, d2=0.400 g=4.546 2/2 [==============================] - 0s 13ms/step >48, 199/693, d1=0.375, d2=0.342 g=2.600 2/2 [==============================] - 0s 14ms/step >48, 200/693, d1=0.307, d2=0.295 g=4.203 2/2 [==============================] - 0s 14ms/step >48, 201/693, d1=0.468, d2=0.345 g=4.402 2/2 [==============================] - 0s 13ms/step >48, 202/693, d1=0.434, d2=0.341 g=2.413 2/2 [==============================] - 0s 15ms/step >48, 203/693, d1=0.476, d2=0.315 g=2.577 2/2 [==============================] - 0s 13ms/step >48, 204/693, d1=0.253, d2=0.410 g=3.658 2/2 [==============================] - 0s 15ms/step >48, 205/693, d1=0.469, d2=0.380 g=3.767 2/2 [==============================] - 0s 11ms/step >48, 206/693, d1=0.394, d2=0.250 g=3.969 2/2 [==============================] - 0s 15ms/step >48, 207/693, d1=0.491, d2=0.262 g=4.797 2/2 [==============================] - 0s 12ms/step >48, 208/693, d1=0.394, d2=0.386 g=3.708 2/2 [==============================] - 0s 13ms/step >48, 209/693, d1=0.482, d2=0.397 g=2.858 2/2 [==============================] - 0s 13ms/step >48, 210/693, d1=0.519, d2=0.390 g=2.915 2/2 [==============================] - 0s 13ms/step >48, 211/693, d1=0.296, d2=0.317 g=2.513 2/2 [==============================] - 0s 13ms/step >48, 212/693, d1=0.405, d2=0.353 g=3.712 2/2 [==============================] - 0s 13ms/step >48, 213/693, d1=0.386, d2=0.207 g=3.001 2/2 [==============================] - 0s 13ms/step >48, 214/693, d1=0.579, d2=0.398 g=3.643 2/2 [==============================] - 0s 12ms/step >48, 215/693, d1=0.273, d2=0.435 g=3.042 2/2 [==============================] - 0s 13ms/step >48, 216/693, d1=0.488, d2=0.442 g=2.990 2/2 [==============================] - 0s 12ms/step >48, 217/693, d1=0.328, d2=0.366 g=2.553 2/2 [==============================] - 0s 14ms/step >48, 218/693, d1=0.391, d2=0.319 g=3.289 2/2 [==============================] - 0s 13ms/step >48, 219/693, d1=0.556, d2=0.286 g=3.118 2/2 [==============================] - 0s 12ms/step >48, 220/693, d1=0.327, d2=0.321 g=3.348 2/2 [==============================] - 0s 14ms/step >48, 221/693, d1=0.367, d2=0.321 g=3.319 2/2 [==============================] - 0s 12ms/step >48, 222/693, d1=0.329, d2=0.364 g=2.217 2/2 [==============================] - 0s 13ms/step >48, 223/693, d1=0.389, d2=0.409 g=3.596 2/2 [==============================] - 0s 12ms/step >48, 224/693, d1=0.332, d2=0.280 g=4.008 2/2 [==============================] - 0s 12ms/step >48, 225/693, d1=0.332, d2=0.261 g=4.772 2/2 [==============================] - 0s 12ms/step >48, 226/693, d1=0.388, d2=0.350 g=2.857 2/2 [==============================] - 0s 13ms/step >48, 227/693, d1=0.526, d2=0.377 g=2.846 2/2 [==============================] - 0s 13ms/step >48, 228/693, d1=0.415, d2=0.316 g=3.964 2/2 [==============================] - 0s 14ms/step >48, 229/693, d1=0.432, d2=0.400 g=4.647 2/2 [==============================] - 0s 14ms/step >48, 230/693, d1=0.262, d2=0.338 g=4.261 2/2 [==============================] - 0s 13ms/step >48, 231/693, d1=0.452, d2=0.234 g=3.487 2/2 [==============================] - 0s 12ms/step >48, 232/693, d1=0.542, d2=0.225 g=4.531 2/2 [==============================] - 0s 13ms/step >48, 233/693, d1=0.391, d2=0.397 g=3.869 2/2 [==============================] - 0s 13ms/step >48, 234/693, d1=0.329, d2=0.386 g=7.317 2/2 [==============================] - 0s 13ms/step >48, 235/693, d1=0.366, d2=0.339 g=5.190 2/2 [==============================] - 0s 12ms/step >48, 236/693, d1=0.395, d2=0.280 g=4.450 2/2 [==============================] - 0s 13ms/step >48, 237/693, d1=0.241, d2=0.316 g=4.726 2/2 [==============================] - 0s 13ms/step >48, 238/693, d1=0.529, d2=0.335 g=4.587 2/2 [==============================] - 0s 13ms/step >48, 239/693, d1=0.293, d2=0.436 g=5.191 2/2 [==============================] - 0s 14ms/step >48, 240/693, d1=0.471, d2=0.261 g=3.357 2/2 [==============================] - 0s 14ms/step >48, 241/693, d1=0.402, d2=0.428 g=2.791 2/2 [==============================] - 0s 13ms/step >48, 242/693, d1=0.214, d2=0.267 g=2.678 2/2 [==============================] - 0s 12ms/step >48, 243/693, d1=0.436, d2=0.368 g=4.342 2/2 [==============================] - 0s 12ms/step >48, 244/693, d1=0.467, d2=0.366 g=3.752 2/2 [==============================] - 0s 13ms/step >48, 245/693, d1=0.326, d2=0.258 g=5.087 2/2 [==============================] - 0s 13ms/step >48, 246/693, d1=0.291, d2=0.328 g=2.855 2/2 [==============================] - 0s 14ms/step >48, 247/693, d1=0.375, d2=0.364 g=2.358 2/2 [==============================] - 0s 12ms/step >48, 248/693, d1=0.375, d2=0.336 g=2.435 2/2 [==============================] - 0s 12ms/step >48, 249/693, d1=0.415, d2=0.275 g=3.517 2/2 [==============================] - 0s 12ms/step >48, 250/693, d1=0.443, d2=0.357 g=4.016 2/2 [==============================] - 0s 13ms/step >48, 251/693, d1=0.393, d2=0.262 g=2.610 2/2 [==============================] - 0s 11ms/step >48, 252/693, d1=0.350, d2=0.342 g=4.375 2/2 [==============================] - 0s 13ms/step >48, 253/693, d1=0.379, d2=0.266 g=3.856 2/2 [==============================] - 0s 14ms/step >48, 254/693, d1=0.385, d2=0.330 g=3.324 2/2 [==============================] - 0s 12ms/step >48, 255/693, d1=0.411, d2=0.346 g=3.848 2/2 [==============================] - 0s 14ms/step >48, 256/693, d1=0.429, d2=0.298 g=4.269 2/2 [==============================] - 0s 14ms/step >48, 257/693, d1=0.372, d2=0.336 g=3.589 2/2 [==============================] - 0s 12ms/step >48, 258/693, d1=0.399, d2=0.341 g=3.775 2/2 [==============================] - 0s 12ms/step >48, 259/693, d1=0.486, d2=0.339 g=3.859 2/2 [==============================] - 0s 13ms/step >48, 260/693, d1=0.346, d2=0.307 g=2.551 2/2 [==============================] - 0s 14ms/step >48, 261/693, d1=0.236, d2=0.380 g=3.659 2/2 [==============================] - 0s 13ms/step >48, 262/693, d1=0.524, d2=0.390 g=3.329 2/2 [==============================] - 0s 13ms/step >48, 263/693, d1=0.493, d2=0.289 g=2.871 2/2 [==============================] - 0s 13ms/step >48, 264/693, d1=0.521, d2=0.306 g=1.903 2/2 [==============================] - 0s 13ms/step >48, 265/693, d1=0.438, d2=0.431 g=3.020 2/2 [==============================] - 0s 14ms/step >48, 266/693, d1=0.253, d2=0.378 g=4.592 2/2 [==============================] - 0s 12ms/step >48, 267/693, d1=0.498, d2=0.292 g=3.206 2/2 [==============================] - 0s 12ms/step >48, 268/693, d1=0.526, d2=0.314 g=5.216 2/2 [==============================] - 0s 11ms/step >48, 269/693, d1=0.348, d2=0.392 g=2.959 2/2 [==============================] - 0s 13ms/step >48, 270/693, d1=0.419, d2=0.335 g=3.389 2/2 [==============================] - 0s 13ms/step >48, 271/693, d1=0.360, d2=0.239 g=3.182 2/2 [==============================] - 0s 13ms/step >48, 272/693, d1=0.375, d2=0.377 g=3.305 2/2 [==============================] - 0s 13ms/step >48, 273/693, d1=0.340, d2=0.239 g=3.129 2/2 [==============================] - 0s 11ms/step >48, 274/693, d1=0.312, d2=0.310 g=3.337 2/2 [==============================] - 0s 11ms/step >48, 275/693, d1=0.506, d2=0.359 g=3.879 2/2 [==============================] - 0s 14ms/step >48, 276/693, d1=0.499, d2=0.304 g=3.005 2/2 [==============================] - 0s 12ms/step >48, 277/693, d1=0.407, d2=0.418 g=4.147 2/2 [==============================] - 0s 13ms/step >48, 278/693, d1=0.392, d2=0.465 g=3.189 2/2 [==============================] - 0s 13ms/step >48, 279/693, d1=0.467, d2=0.295 g=4.048 2/2 [==============================] - 0s 14ms/step >48, 280/693, d1=0.401, d2=0.296 g=3.346 2/2 [==============================] - 0s 13ms/step >48, 281/693, d1=0.341, d2=0.428 g=4.425 2/2 [==============================] - 0s 14ms/step >48, 282/693, d1=0.409, d2=0.326 g=4.504 2/2 [==============================] - 0s 13ms/step >48, 283/693, d1=0.400, d2=0.268 g=4.014 2/2 [==============================] - 0s 13ms/step >48, 284/693, d1=0.464, d2=0.302 g=2.738 2/2 [==============================] - 0s 15ms/step >48, 285/693, d1=0.393, d2=0.327 g=3.271 2/2 [==============================] - 0s 12ms/step >48, 286/693, d1=0.404, d2=0.454 g=3.144 2/2 [==============================] - 0s 12ms/step >48, 287/693, d1=0.455, d2=0.236 g=4.694 2/2 [==============================] - 0s 12ms/step >48, 288/693, d1=0.298, d2=0.318 g=3.416 2/2 [==============================] - 0s 13ms/step >48, 289/693, d1=0.431, d2=0.454 g=3.417 2/2 [==============================] - 0s 11ms/step >48, 290/693, d1=0.449, d2=0.353 g=3.756 2/2 [==============================] - 0s 12ms/step >48, 291/693, d1=0.528, d2=0.279 g=3.007 2/2 [==============================] - 0s 14ms/step >48, 292/693, d1=0.428, d2=0.623 g=4.536 2/2 [==============================] - 0s 13ms/step >48, 293/693, d1=0.298, d2=0.244 g=3.823 2/2 [==============================] - 0s 12ms/step >48, 294/693, d1=0.544, d2=0.306 g=2.889 2/2 [==============================] - 0s 13ms/step >48, 295/693, d1=0.267, d2=0.252 g=4.269 2/2 [==============================] - 0s 13ms/step >48, 296/693, d1=0.342, d2=0.470 g=4.130 2/2 [==============================] - 0s 13ms/step >48, 297/693, d1=0.399, d2=0.367 g=3.561 2/2 [==============================] - 0s 13ms/step >48, 298/693, d1=0.567, d2=0.277 g=3.066 2/2 [==============================] - 0s 13ms/step >48, 299/693, d1=0.334, d2=0.316 g=4.720 2/2 [==============================] - 0s 12ms/step >48, 300/693, d1=0.319, d2=0.262 g=3.844 2/2 [==============================] - 0s 13ms/step >48, 301/693, d1=0.423, d2=0.362 g=2.813 2/2 [==============================] - 0s 13ms/step >48, 302/693, d1=0.228, d2=0.319 g=6.562 2/2 [==============================] - 0s 13ms/step >48, 303/693, d1=0.529, d2=0.283 g=3.937 2/2 [==============================] - 0s 13ms/step >48, 304/693, d1=0.327, d2=0.251 g=3.596 2/2 [==============================] - 0s 13ms/step >48, 305/693, d1=0.264, d2=0.334 g=4.359 2/2 [==============================] - 0s 12ms/step >48, 306/693, d1=0.302, d2=0.373 g=3.353 2/2 [==============================] - 0s 13ms/step >48, 307/693, d1=0.327, d2=0.280 g=3.339 2/2 [==============================] - 0s 12ms/step >48, 308/693, d1=0.464, d2=0.376 g=3.962 2/2 [==============================] - 0s 12ms/step >48, 309/693, d1=0.174, d2=0.384 g=4.746 2/2 [==============================] - 0s 15ms/step >48, 310/693, d1=0.452, d2=0.231 g=4.060 2/2 [==============================] - 0s 14ms/step >48, 311/693, d1=0.616, d2=0.282 g=4.192 2/2 [==============================] - 0s 12ms/step >48, 312/693, d1=0.341, d2=0.294 g=4.598 2/2 [==============================] - 0s 14ms/step >48, 313/693, d1=0.485, d2=0.478 g=3.206 2/2 [==============================] - 0s 11ms/step >48, 314/693, d1=0.385, d2=0.306 g=4.102 2/2 [==============================] - 0s 12ms/step >48, 315/693, d1=0.460, d2=0.373 g=4.530 2/2 [==============================] - 0s 14ms/step >48, 316/693, d1=0.339, d2=0.390 g=3.313 2/2 [==============================] - 0s 13ms/step >48, 317/693, d1=0.458, d2=0.355 g=4.619 2/2 [==============================] - 0s 13ms/step >48, 318/693, d1=0.449, d2=0.326 g=3.864 2/2 [==============================] - 0s 12ms/step >48, 319/693, d1=0.534, d2=0.309 g=3.520 2/2 [==============================] - 0s 13ms/step >48, 320/693, d1=0.207, d2=0.503 g=4.391 2/2 [==============================] - 0s 13ms/step >48, 321/693, d1=0.426, d2=0.348 g=3.824 2/2 [==============================] - 0s 12ms/step >48, 322/693, d1=0.379, d2=0.244 g=4.240 2/2 [==============================] - 0s 12ms/step >48, 323/693, d1=0.660, d2=0.475 g=5.401 2/2 [==============================] - 0s 16ms/step >48, 324/693, d1=0.388, d2=0.370 g=4.045 2/2 [==============================] - 0s 14ms/step >48, 325/693, d1=0.349, d2=0.344 g=3.081 2/2 [==============================] - 0s 13ms/step >48, 326/693, d1=0.534, d2=0.297 g=1.885 2/2 [==============================] - 0s 12ms/step >48, 327/693, d1=0.434, d2=0.399 g=3.483 2/2 [==============================] - 0s 11ms/step >48, 328/693, d1=0.422, d2=0.313 g=3.888 2/2 [==============================] - 0s 13ms/step >48, 329/693, d1=0.331, d2=0.411 g=2.987 2/2 [==============================] - 0s 13ms/step >48, 330/693, d1=0.266, d2=0.255 g=3.431 2/2 [==============================] - 0s 12ms/step >48, 331/693, d1=0.466, d2=0.360 g=2.699 2/2 [==============================] - 0s 12ms/step >48, 332/693, d1=0.521, d2=0.299 g=4.156 2/2 [==============================] - 0s 12ms/step >48, 333/693, d1=0.497, d2=0.549 g=4.145 2/2 [==============================] - 0s 13ms/step >48, 334/693, d1=0.287, d2=0.253 g=3.468 2/2 [==============================] - 0s 13ms/step >48, 335/693, d1=0.317, d2=0.412 g=2.256 2/2 [==============================] - 0s 12ms/step >48, 336/693, d1=0.439, d2=0.318 g=3.163 2/2 [==============================] - 0s 12ms/step >48, 337/693, d1=0.511, d2=0.281 g=5.294 2/2 [==============================] - 0s 13ms/step >48, 338/693, d1=0.403, d2=0.347 g=4.338 2/2 [==============================] - 0s 14ms/step >48, 339/693, d1=0.358, d2=0.429 g=2.494 2/2 [==============================] - 0s 11ms/step >48, 340/693, d1=0.397, d2=0.344 g=3.963 2/2 [==============================] - 0s 13ms/step >48, 341/693, d1=0.531, d2=0.304 g=3.852 2/2 [==============================] - 0s 14ms/step >48, 342/693, d1=0.482, d2=0.491 g=2.900 2/2 [==============================] - 0s 13ms/step >48, 343/693, d1=0.369, d2=0.350 g=4.062 2/2 [==============================] - 0s 13ms/step >48, 344/693, d1=0.477, d2=0.418 g=3.771 2/2 [==============================] - 0s 14ms/step >48, 345/693, d1=0.340, d2=0.234 g=4.255 2/2 [==============================] - 0s 13ms/step >48, 346/693, d1=0.339, d2=0.350 g=3.145 2/2 [==============================] - 0s 12ms/step >48, 347/693, d1=0.482, d2=0.352 g=4.419 2/2 [==============================] - 0s 13ms/step >48, 348/693, d1=0.523, d2=0.354 g=4.228 2/2 [==============================] - 0s 13ms/step >48, 349/693, d1=0.348, d2=0.336 g=3.305 2/2 [==============================] - 0s 14ms/step >48, 350/693, d1=0.391, d2=0.253 g=3.418 2/2 [==============================] - 0s 12ms/step >48, 351/693, d1=0.400, d2=0.326 g=2.860 2/2 [==============================] - 0s 13ms/step >48, 352/693, d1=0.422, d2=0.370 g=4.951 2/2 [==============================] - 0s 13ms/step >48, 353/693, d1=0.380, d2=0.325 g=4.054 2/2 [==============================] - 0s 13ms/step >48, 354/693, d1=0.345, d2=0.347 g=5.443 2/2 [==============================] - 0s 13ms/step >48, 355/693, d1=0.513, d2=0.419 g=4.947 2/2 [==============================] - 0s 12ms/step >48, 356/693, d1=0.377, d2=0.479 g=4.519 2/2 [==============================] - 0s 13ms/step >48, 357/693, d1=0.306, d2=0.215 g=3.482 2/2 [==============================] - 0s 14ms/step >48, 358/693, d1=0.660, d2=0.237 g=5.323 2/2 [==============================] - 0s 12ms/step >48, 359/693, d1=0.549, d2=0.385 g=3.758 2/2 [==============================] - 0s 13ms/step >48, 360/693, d1=0.628, d2=0.386 g=3.984 2/2 [==============================] - 0s 12ms/step >48, 361/693, d1=0.365, d2=0.311 g=3.070 2/2 [==============================] - 0s 12ms/step >48, 362/693, d1=0.396, d2=0.527 g=3.348 2/2 [==============================] - 0s 14ms/step >48, 363/693, d1=0.315, d2=0.255 g=4.472 2/2 [==============================] - 0s 12ms/step >48, 364/693, d1=0.437, d2=0.270 g=3.361 2/2 [==============================] - 0s 14ms/step >48, 365/693, d1=0.504, d2=0.392 g=4.355 2/2 [==============================] - 0s 11ms/step >48, 366/693, d1=0.388, d2=0.418 g=4.553 2/2 [==============================] - 0s 13ms/step >48, 367/693, d1=0.448, d2=0.373 g=3.168 2/2 [==============================] - 0s 12ms/step >48, 368/693, d1=0.363, d2=0.307 g=2.623 2/2 [==============================] - 0s 13ms/step >48, 369/693, d1=0.443, d2=0.343 g=3.775 2/2 [==============================] - 0s 11ms/step >48, 370/693, d1=0.442, d2=0.426 g=5.092 2/2 [==============================] - 0s 14ms/step >48, 371/693, d1=0.372, d2=0.499 g=2.910 2/2 [==============================] - 0s 14ms/step >48, 372/693, d1=0.532, d2=0.297 g=4.236 2/2 [==============================] - 0s 15ms/step >48, 373/693, d1=0.439, d2=0.339 g=2.524 2/2 [==============================] - 0s 13ms/step >48, 374/693, d1=0.371, d2=0.543 g=5.863 2/2 [==============================] - 0s 13ms/step >48, 375/693, d1=0.492, d2=0.290 g=3.991 2/2 [==============================] - 0s 13ms/step >48, 376/693, d1=0.332, d2=0.205 g=4.379 2/2 [==============================] - 0s 13ms/step >48, 377/693, d1=0.491, d2=0.295 g=3.006 2/2 [==============================] - 0s 15ms/step >48, 378/693, d1=0.448, d2=0.395 g=2.915 2/2 [==============================] - 0s 12ms/step >48, 379/693, d1=0.317, d2=0.419 g=3.293 2/2 [==============================] - 0s 13ms/step >48, 380/693, d1=0.294, d2=0.367 g=4.786 2/2 [==============================] - 0s 12ms/step >48, 381/693, d1=0.569, d2=0.301 g=5.791 2/2 [==============================] - 0s 12ms/step >48, 382/693, d1=0.288, d2=0.260 g=5.593 2/2 [==============================] - 0s 14ms/step >48, 383/693, d1=0.532, d2=0.394 g=5.397 2/2 [==============================] - 0s 12ms/step >48, 384/693, d1=0.364, d2=0.485 g=2.961 2/2 [==============================] - 0s 12ms/step >48, 385/693, d1=0.312, d2=0.341 g=4.400 2/2 [==============================] - 0s 11ms/step >48, 386/693, d1=0.421, d2=0.365 g=3.944 2/2 [==============================] - 0s 12ms/step >48, 387/693, d1=0.340, d2=0.438 g=5.197 2/2 [==============================] - 0s 13ms/step >48, 388/693, d1=0.478, d2=0.355 g=3.486 2/2 [==============================] - 0s 13ms/step >48, 389/693, d1=0.468, d2=0.321 g=2.675 2/2 [==============================] - 0s 14ms/step >48, 390/693, d1=0.444, d2=0.441 g=4.734 2/2 [==============================] - 0s 13ms/step >48, 391/693, d1=0.395, d2=0.386 g=2.872 2/2 [==============================] - 0s 12ms/step >48, 392/693, d1=0.403, d2=0.236 g=4.544 2/2 [==============================] - 0s 12ms/step >48, 393/693, d1=0.456, d2=0.271 g=3.567 2/2 [==============================] - 0s 13ms/step >48, 394/693, d1=0.601, d2=0.428 g=4.783 2/2 [==============================] - 0s 13ms/step >48, 395/693, d1=0.277, d2=0.309 g=3.300 2/2 [==============================] - 0s 14ms/step >48, 396/693, d1=0.506, d2=0.337 g=2.588 2/2 [==============================] - 0s 14ms/step >48, 397/693, d1=0.339, d2=0.352 g=3.476 2/2 [==============================] - 0s 12ms/step >48, 398/693, d1=0.457, d2=0.325 g=3.754 2/2 [==============================] - 0s 12ms/step >48, 399/693, d1=0.371, d2=0.321 g=3.481 2/2 [==============================] - 0s 12ms/step >48, 400/693, d1=0.277, d2=0.395 g=4.143 2/2 [==============================] - 0s 13ms/step >48, 401/693, d1=0.488, d2=0.314 g=3.897 2/2 [==============================] - 0s 12ms/step >48, 402/693, d1=0.372, d2=0.296 g=3.869 2/2 [==============================] - 0s 13ms/step >48, 403/693, d1=0.352, d2=0.371 g=3.556 2/2 [==============================] - 0s 12ms/step >48, 404/693, d1=0.447, d2=0.439 g=2.927 2/2 [==============================] - 0s 13ms/step >48, 405/693, d1=0.457, d2=0.312 g=3.920 2/2 [==============================] - 0s 12ms/step >48, 406/693, d1=0.351, d2=0.344 g=3.039 2/2 [==============================] - 0s 14ms/step >48, 407/693, d1=0.384, d2=0.362 g=3.728 2/2 [==============================] - 0s 12ms/step >48, 408/693, d1=0.371, d2=0.308 g=3.894 2/2 [==============================] - 0s 11ms/step >48, 409/693, d1=0.503, d2=0.501 g=4.860 2/2 [==============================] - 0s 14ms/step >48, 410/693, d1=0.313, d2=0.277 g=3.110 2/2 [==============================] - 0s 13ms/step >48, 411/693, d1=0.480, d2=0.274 g=3.893 2/2 [==============================] - 0s 17ms/step >48, 412/693, d1=0.363, d2=0.386 g=3.320 2/2 [==============================] - 0s 15ms/step >48, 413/693, d1=0.367, d2=0.277 g=3.018 2/2 [==============================] - 0s 13ms/step >48, 414/693, d1=0.466, d2=0.354 g=3.453 2/2 [==============================] - 0s 12ms/step >48, 415/693, d1=0.549, d2=0.346 g=4.073 2/2 [==============================] - 0s 13ms/step >48, 416/693, d1=0.484, d2=0.373 g=3.530 2/2 [==============================] - 0s 13ms/step >48, 417/693, d1=0.354, d2=0.390 g=3.501 2/2 [==============================] - 0s 13ms/step >48, 418/693, d1=0.415, d2=0.327 g=3.935 2/2 [==============================] - 0s 13ms/step >48, 419/693, d1=0.485, d2=0.272 g=2.965 2/2 [==============================] - 0s 15ms/step >48, 420/693, d1=0.370, d2=0.312 g=3.203 2/2 [==============================] - 0s 12ms/step >48, 421/693, d1=0.426, d2=0.554 g=3.545 2/2 [==============================] - 0s 12ms/step >48, 422/693, d1=0.462, d2=0.319 g=2.971 2/2 [==============================] - 0s 15ms/step >48, 423/693, d1=0.474, d2=0.417 g=4.888 2/2 [==============================] - 0s 13ms/step >48, 424/693, d1=0.456, d2=0.391 g=4.615 2/2 [==============================] - 0s 12ms/step >48, 425/693, d1=0.524, d2=0.377 g=4.370 2/2 [==============================] - 0s 12ms/step >48, 426/693, d1=0.444, d2=0.270 g=4.263 2/2 [==============================] - 0s 13ms/step >48, 427/693, d1=0.448, d2=0.397 g=2.930 2/2 [==============================] - 0s 12ms/step >48, 428/693, d1=0.375, d2=0.396 g=4.135 2/2 [==============================] - 0s 13ms/step >48, 429/693, d1=0.548, d2=0.312 g=4.527 2/2 [==============================] - 0s 13ms/step >48, 430/693, d1=0.291, d2=0.282 g=3.178 2/2 [==============================] - 0s 12ms/step >48, 431/693, d1=0.497, d2=0.326 g=4.061 2/2 [==============================] - 0s 13ms/step >48, 432/693, d1=0.331, d2=0.354 g=3.015 2/2 [==============================] - 0s 13ms/step >48, 433/693, d1=0.497, d2=0.408 g=4.146 2/2 [==============================] - 0s 14ms/step >48, 434/693, d1=0.254, d2=0.239 g=2.607 2/2 [==============================] - 0s 14ms/step >48, 435/693, d1=0.329, d2=0.319 g=3.135 2/2 [==============================] - 0s 14ms/step >48, 436/693, d1=0.476, d2=0.378 g=2.311 2/2 [==============================] - 0s 13ms/step >48, 437/693, d1=0.532, d2=0.327 g=2.915 2/2 [==============================] - 0s 13ms/step >48, 438/693, d1=0.421, d2=0.327 g=3.989 2/2 [==============================] - 0s 13ms/step >48, 439/693, d1=0.274, d2=0.281 g=3.671 2/2 [==============================] - 0s 12ms/step >48, 440/693, d1=0.421, d2=0.361 g=3.733 2/2 [==============================] - 0s 13ms/step >48, 441/693, d1=0.375, d2=0.347 g=3.192 2/2 [==============================] - 0s 14ms/step >48, 442/693, d1=0.595, d2=0.280 g=3.413 2/2 [==============================] - 0s 13ms/step >48, 443/693, d1=0.470, d2=0.496 g=4.503 2/2 [==============================] - 0s 14ms/step >48, 444/693, d1=0.446, d2=0.269 g=4.338 2/2 [==============================] - 0s 12ms/step >48, 445/693, d1=0.379, d2=0.321 g=2.677 2/2 [==============================] - 0s 12ms/step >48, 446/693, d1=0.500, d2=0.397 g=3.293 2/2 [==============================] - 0s 13ms/step >48, 447/693, d1=0.326, d2=0.324 g=2.818 2/2 [==============================] - 0s 14ms/step >48, 448/693, d1=0.502, d2=0.404 g=2.946 2/2 [==============================] - 0s 13ms/step >48, 449/693, d1=0.460, d2=0.319 g=3.699 2/2 [==============================] - 0s 13ms/step >48, 450/693, d1=0.370, d2=0.276 g=4.390 2/2 [==============================] - 0s 14ms/step >48, 451/693, d1=0.424, d2=0.398 g=2.536 2/2 [==============================] - 0s 12ms/step >48, 452/693, d1=0.422, d2=0.361 g=3.683 2/2 [==============================] - 0s 13ms/step >48, 453/693, d1=0.446, d2=0.501 g=2.542 2/2 [==============================] - 0s 13ms/step >48, 454/693, d1=0.344, d2=0.230 g=3.361 2/2 [==============================] - 0s 14ms/step >48, 455/693, d1=0.535, d2=0.283 g=4.846 2/2 [==============================] - 0s 13ms/step >48, 456/693, d1=0.396, d2=0.344 g=2.558 2/2 [==============================] - 0s 13ms/step >48, 457/693, d1=0.373, d2=0.330 g=3.417 2/2 [==============================] - 0s 12ms/step >48, 458/693, d1=0.368, d2=0.304 g=3.752 2/2 [==============================] - 0s 13ms/step >48, 459/693, d1=0.416, d2=0.398 g=3.990 2/2 [==============================] - 0s 13ms/step >48, 460/693, d1=0.340, d2=0.354 g=4.091 2/2 [==============================] - 0s 13ms/step >48, 461/693, d1=0.408, d2=0.288 g=3.078 2/2 [==============================] - 0s 11ms/step >48, 462/693, d1=0.413, d2=0.189 g=2.562 2/2 [==============================] - 0s 13ms/step >48, 463/693, d1=0.265, d2=0.355 g=2.832 2/2 [==============================] - 0s 14ms/step >48, 464/693, d1=0.266, d2=0.394 g=2.499 2/2 [==============================] - 0s 13ms/step >48, 465/693, d1=0.384, d2=0.308 g=3.518 2/2 [==============================] - 0s 12ms/step >48, 466/693, d1=0.316, d2=0.245 g=4.511 2/2 [==============================] - 0s 13ms/step >48, 467/693, d1=0.483, d2=0.343 g=3.614 2/2 [==============================] - 0s 12ms/step >48, 468/693, d1=0.549, d2=0.293 g=2.791 2/2 [==============================] - 0s 13ms/step >48, 469/693, d1=0.295, d2=0.436 g=4.586 2/2 [==============================] - 0s 13ms/step >48, 470/693, d1=0.436, d2=0.234 g=3.847 2/2 [==============================] - 0s 14ms/step >48, 471/693, d1=0.526, d2=0.356 g=4.272 2/2 [==============================] - 0s 14ms/step >48, 472/693, d1=0.408, d2=0.415 g=4.708 2/2 [==============================] - 0s 13ms/step >48, 473/693, d1=0.502, d2=0.302 g=3.808 2/2 [==============================] - 0s 13ms/step >48, 474/693, d1=0.394, d2=0.291 g=3.634 2/2 [==============================] - 0s 12ms/step >48, 475/693, d1=0.522, d2=0.331 g=3.395 2/2 [==============================] - 0s 12ms/step >48, 476/693, d1=0.343, d2=0.524 g=3.391 2/2 [==============================] - 0s 12ms/step >48, 477/693, d1=0.411, d2=0.359 g=2.610 2/2 [==============================] - 0s 13ms/step >48, 478/693, d1=0.361, d2=0.268 g=2.984 2/2 [==============================] - 0s 13ms/step >48, 479/693, d1=0.314, d2=0.333 g=1.955 2/2 [==============================] - 0s 12ms/step >48, 480/693, d1=0.424, d2=0.325 g=4.683 2/2 [==============================] - 0s 13ms/step >48, 481/693, d1=0.325, d2=0.355 g=3.039 2/2 [==============================] - 0s 14ms/step >48, 482/693, d1=0.439, d2=0.307 g=4.207 2/2 [==============================] - 0s 14ms/step >48, 483/693, d1=0.462, d2=0.255 g=2.339 2/2 [==============================] - 0s 14ms/step >48, 484/693, d1=0.275, d2=0.378 g=2.875 2/2 [==============================] - 0s 14ms/step >48, 485/693, d1=0.539, d2=0.415 g=4.575 2/2 [==============================] - 0s 13ms/step >48, 486/693, d1=0.530, d2=0.456 g=4.498 2/2 [==============================] - 0s 15ms/step >48, 487/693, d1=0.311, d2=0.556 g=2.481 2/2 [==============================] - 0s 13ms/step >48, 488/693, d1=0.410, d2=0.303 g=3.393 2/2 [==============================] - 0s 14ms/step >48, 489/693, d1=0.463, d2=0.373 g=4.384 2/2 [==============================] - 0s 11ms/step >48, 490/693, d1=0.415, d2=0.328 g=3.388 2/2 [==============================] - 0s 12ms/step >48, 491/693, d1=0.378, d2=0.375 g=3.362 2/2 [==============================] - 0s 12ms/step >48, 492/693, d1=0.455, d2=0.261 g=3.211 2/2 [==============================] - 0s 12ms/step >48, 493/693, d1=0.283, d2=0.339 g=3.579 2/2 [==============================] - 0s 13ms/step >48, 494/693, d1=0.601, d2=0.339 g=2.851 2/2 [==============================] - 0s 12ms/step >48, 495/693, d1=0.442, d2=0.366 g=4.367 2/2 [==============================] - 0s 15ms/step >48, 496/693, d1=0.344, d2=0.362 g=2.725 2/2 [==============================] - 0s 14ms/step >48, 497/693, d1=0.430, d2=0.346 g=3.891 2/2 [==============================] - 0s 12ms/step >48, 498/693, d1=0.376, d2=0.273 g=2.423 2/2 [==============================] - 0s 12ms/step >48, 499/693, d1=0.390, d2=0.365 g=2.776 2/2 [==============================] - 0s 12ms/step >48, 500/693, d1=0.504, d2=0.321 g=5.665 2/2 [==============================] - 0s 13ms/step >48, 501/693, d1=0.401, d2=0.494 g=4.325 2/2 [==============================] - 0s 13ms/step >48, 502/693, d1=0.334, d2=0.253 g=3.797 2/2 [==============================] - 0s 11ms/step >48, 503/693, d1=0.329, d2=0.504 g=4.049 2/2 [==============================] - 0s 15ms/step >48, 504/693, d1=0.460, d2=0.285 g=4.247 2/2 [==============================] - 0s 12ms/step >48, 505/693, d1=0.437, d2=0.350 g=2.924 2/2 [==============================] - 0s 14ms/step >48, 506/693, d1=0.377, d2=0.414 g=4.699 2/2 [==============================] - 0s 13ms/step >48, 507/693, d1=0.531, d2=0.348 g=2.544 2/2 [==============================] - 0s 17ms/step >48, 508/693, d1=0.326, d2=0.358 g=3.447 2/2 [==============================] - 0s 13ms/step >48, 509/693, d1=0.462, d2=0.280 g=3.338 2/2 [==============================] - 0s 15ms/step >48, 510/693, d1=0.265, d2=0.412 g=2.567 2/2 [==============================] - 0s 12ms/step >48, 511/693, d1=0.581, d2=0.458 g=3.187 2/2 [==============================] - 0s 11ms/step >48, 512/693, d1=0.482, d2=0.349 g=2.627 2/2 [==============================] - 0s 13ms/step >48, 513/693, d1=0.519, d2=0.309 g=4.153 2/2 [==============================] - 0s 15ms/step >48, 514/693, d1=0.421, d2=0.330 g=2.988 2/2 [==============================] - 0s 13ms/step >48, 515/693, d1=0.433, d2=0.282 g=3.083 2/2 [==============================] - 0s 14ms/step >48, 516/693, d1=0.386, d2=0.333 g=3.222 2/2 [==============================] - 0s 14ms/step >48, 517/693, d1=0.401, d2=0.370 g=4.247 2/2 [==============================] - 0s 13ms/step >48, 518/693, d1=0.388, d2=0.307 g=3.597 2/2 [==============================] - 0s 13ms/step >48, 519/693, d1=0.280, d2=0.310 g=2.524 2/2 [==============================] - 0s 13ms/step >48, 520/693, d1=0.401, d2=0.328 g=4.485 2/2 [==============================] - 0s 14ms/step >48, 521/693, d1=0.509, d2=0.303 g=3.273 2/2 [==============================] - 0s 13ms/step >48, 522/693, d1=0.409, d2=0.373 g=3.531 2/2 [==============================] - 0s 14ms/step >48, 523/693, d1=0.371, d2=0.342 g=2.855 2/2 [==============================] - 0s 14ms/step >48, 524/693, d1=0.511, d2=0.357 g=4.142 2/2 [==============================] - 0s 12ms/step >48, 525/693, d1=0.446, d2=0.336 g=2.763 2/2 [==============================] - 0s 13ms/step >48, 526/693, d1=0.263, d2=0.471 g=4.800 2/2 [==============================] - 0s 12ms/step >48, 527/693, d1=0.535, d2=0.281 g=3.493 2/2 [==============================] - 0s 12ms/step >48, 528/693, d1=0.484, d2=0.455 g=3.385 2/2 [==============================] - 0s 11ms/step >48, 529/693, d1=0.434, d2=0.467 g=2.754 2/2 [==============================] - 0s 13ms/step >48, 530/693, d1=0.239, d2=0.294 g=3.458 2/2 [==============================] - 0s 13ms/step >48, 531/693, d1=0.447, d2=0.236 g=4.095 2/2 [==============================] - 0s 15ms/step >48, 532/693, d1=0.461, d2=0.351 g=3.509 2/2 [==============================] - 0s 14ms/step >48, 533/693, d1=0.358, d2=0.289 g=3.587 2/2 [==============================] - 0s 13ms/step >48, 534/693, d1=0.401, d2=0.381 g=3.582 2/2 [==============================] - 0s 14ms/step >48, 535/693, d1=0.406, d2=0.421 g=3.829 2/2 [==============================] - 0s 13ms/step >48, 536/693, d1=0.344, d2=0.358 g=3.192 2/2 [==============================] - 0s 13ms/step >48, 537/693, d1=0.500, d2=0.332 g=3.455 2/2 [==============================] - 0s 14ms/step >48, 538/693, d1=0.527, d2=0.299 g=3.378 2/2 [==============================] - 0s 13ms/step >48, 539/693, d1=0.355, d2=0.442 g=3.595 2/2 [==============================] - 0s 13ms/step >48, 540/693, d1=0.345, d2=0.338 g=3.308 2/2 [==============================] - 0s 11ms/step >48, 541/693, d1=0.349, d2=0.344 g=4.053 2/2 [==============================] - 0s 13ms/step >48, 542/693, d1=0.447, d2=0.392 g=3.495 2/2 [==============================] - 0s 12ms/step >48, 543/693, d1=0.411, d2=0.316 g=4.314 2/2 [==============================] - 0s 14ms/step >48, 544/693, d1=0.253, d2=0.334 g=4.320 2/2 [==============================] - 0s 13ms/step >48, 545/693, d1=0.219, d2=0.275 g=4.422 2/2 [==============================] - 0s 14ms/step >48, 546/693, d1=0.555, d2=0.332 g=4.319 2/2 [==============================] - 0s 13ms/step >48, 547/693, d1=0.400, d2=0.327 g=4.504 2/2 [==============================] - 0s 13ms/step >48, 548/693, d1=0.424, d2=0.245 g=3.111 2/2 [==============================] - 0s 12ms/step >48, 549/693, d1=0.373, d2=0.316 g=3.857 2/2 [==============================] - 0s 12ms/step >48, 550/693, d1=0.408, d2=0.309 g=2.389 2/2 [==============================] - 0s 12ms/step >48, 551/693, d1=0.494, d2=0.259 g=2.765 2/2 [==============================] - 0s 13ms/step >48, 552/693, d1=0.370, d2=0.388 g=2.984 2/2 [==============================] - 0s 12ms/step >48, 553/693, d1=0.268, d2=0.273 g=2.958 2/2 [==============================] - 0s 13ms/step >48, 554/693, d1=0.360, d2=0.318 g=4.232 2/2 [==============================] - 0s 11ms/step >48, 555/693, d1=0.415, d2=0.318 g=3.174 2/2 [==============================] - 0s 13ms/step >48, 556/693, d1=0.522, d2=0.398 g=2.441 2/2 [==============================] - 0s 12ms/step >48, 557/693, d1=0.387, d2=0.326 g=3.327 2/2 [==============================] - 0s 14ms/step >48, 558/693, d1=0.492, d2=0.380 g=2.525 2/2 [==============================] - 0s 14ms/step >48, 559/693, d1=0.284, d2=0.347 g=3.312 2/2 [==============================] - 0s 13ms/step >48, 560/693, d1=0.410, d2=0.352 g=2.767 2/2 [==============================] - 0s 13ms/step >48, 561/693, d1=0.373, d2=0.263 g=2.680 2/2 [==============================] - 0s 16ms/step >48, 562/693, d1=0.385, d2=0.305 g=3.105 2/2 [==============================] - 0s 13ms/step >48, 563/693, d1=0.376, d2=0.305 g=2.941 2/2 [==============================] - 0s 14ms/step >48, 564/693, d1=0.335, d2=0.311 g=3.246 2/2 [==============================] - 0s 12ms/step >48, 565/693, d1=0.506, d2=0.437 g=2.880 2/2 [==============================] - 0s 12ms/step >48, 566/693, d1=0.405, d2=0.371 g=4.374 2/2 [==============================] - 0s 13ms/step >48, 567/693, d1=0.385, d2=0.262 g=2.923 2/2 [==============================] - 0s 12ms/step >48, 568/693, d1=0.518, d2=0.327 g=2.928 2/2 [==============================] - 0s 12ms/step >48, 569/693, d1=0.424, d2=0.411 g=2.920 2/2 [==============================] - 0s 14ms/step >48, 570/693, d1=0.510, d2=0.350 g=3.328 2/2 [==============================] - 0s 13ms/step >48, 571/693, d1=0.360, d2=0.385 g=4.097 2/2 [==============================] - 0s 12ms/step >48, 572/693, d1=0.270, d2=0.379 g=3.837 2/2 [==============================] - 0s 12ms/step >48, 573/693, d1=0.386, d2=0.255 g=3.542 2/2 [==============================] - 0s 12ms/step >48, 574/693, d1=0.321, d2=0.437 g=4.821 2/2 [==============================] - 0s 12ms/step >48, 575/693, d1=0.331, d2=0.292 g=4.340 2/2 [==============================] - 0s 13ms/step >48, 576/693, d1=0.531, d2=0.302 g=3.298 2/2 [==============================] - 0s 13ms/step >48, 577/693, d1=0.489, d2=0.243 g=2.962 2/2 [==============================] - 0s 14ms/step >48, 578/693, d1=0.259, d2=0.468 g=3.929 2/2 [==============================] - 0s 13ms/step >48, 579/693, d1=0.234, d2=0.236 g=3.757 2/2 [==============================] - 0s 12ms/step >48, 580/693, d1=0.471, d2=0.253 g=2.212 2/2 [==============================] - 0s 14ms/step >48, 581/693, d1=0.431, d2=0.469 g=3.105 2/2 [==============================] - 0s 14ms/step >48, 582/693, d1=0.470, d2=0.314 g=3.020 2/2 [==============================] - 0s 12ms/step >48, 583/693, d1=0.383, d2=0.377 g=5.142 2/2 [==============================] - 0s 13ms/step >48, 584/693, d1=0.463, d2=0.297 g=2.954 2/2 [==============================] - 0s 12ms/step >48, 585/693, d1=0.497, d2=0.402 g=4.309 2/2 [==============================] - 0s 12ms/step >48, 586/693, d1=0.513, d2=0.396 g=2.569 2/2 [==============================] - 0s 12ms/step >48, 587/693, d1=0.427, d2=0.299 g=3.490 2/2 [==============================] - 0s 13ms/step >48, 588/693, d1=0.435, d2=0.394 g=2.376 2/2 [==============================] - 0s 13ms/step >48, 589/693, d1=0.459, d2=0.353 g=3.268 2/2 [==============================] - 0s 12ms/step >48, 590/693, d1=0.366, d2=0.406 g=2.205 2/2 [==============================] - 0s 14ms/step >48, 591/693, d1=0.583, d2=0.304 g=2.036 2/2 [==============================] - 0s 15ms/step >48, 592/693, d1=0.350, d2=0.357 g=3.504 2/2 [==============================] - 0s 14ms/step >48, 593/693, d1=0.510, d2=0.403 g=3.073 2/2 [==============================] - 0s 14ms/step >48, 594/693, d1=0.447, d2=0.270 g=3.932 2/2 [==============================] - 0s 13ms/step >48, 595/693, d1=0.456, d2=0.403 g=2.205 2/2 [==============================] - 0s 14ms/step >48, 596/693, d1=0.417, d2=0.358 g=2.745 2/2 [==============================] - 0s 13ms/step >48, 597/693, d1=0.421, d2=0.443 g=3.693 2/2 [==============================] - 0s 13ms/step >48, 598/693, d1=0.399, d2=0.413 g=3.132 2/2 [==============================] - 0s 13ms/step >48, 599/693, d1=0.420, d2=0.328 g=4.118 2/2 [==============================] - 0s 13ms/step >48, 600/693, d1=0.578, d2=0.323 g=3.830 2/2 [==============================] - 0s 12ms/step >48, 601/693, d1=0.361, d2=0.352 g=2.442 2/2 [==============================] - 0s 9ms/step >48, 602/693, d1=0.223, d2=0.300 g=3.887 2/2 [==============================] - 0s 14ms/step >48, 603/693, d1=0.437, d2=0.362 g=3.763 2/2 [==============================] - 0s 12ms/step >48, 604/693, d1=0.348, d2=0.340 g=5.627 2/2 [==============================] - 0s 14ms/step >48, 605/693, d1=0.413, d2=0.333 g=3.833 2/2 [==============================] - 0s 13ms/step >48, 606/693, d1=0.341, d2=0.352 g=2.376 2/2 [==============================] - 0s 15ms/step >48, 607/693, d1=0.306, d2=0.507 g=4.192 2/2 [==============================] - 0s 11ms/step >48, 608/693, d1=0.496, d2=0.287 g=3.112 2/2 [==============================] - 0s 13ms/step >48, 609/693, d1=0.429, d2=0.311 g=2.819 2/2 [==============================] - 0s 13ms/step >48, 610/693, d1=0.342, d2=0.380 g=3.066 2/2 [==============================] - 0s 13ms/step >48, 611/693, d1=0.400, d2=0.341 g=2.277 2/2 [==============================] - 0s 17ms/step >48, 612/693, d1=0.513, d2=0.323 g=2.029 2/2 [==============================] - 0s 13ms/step >48, 613/693, d1=0.510, d2=0.321 g=3.542 2/2 [==============================] - 0s 13ms/step >48, 614/693, d1=0.359, d2=0.399 g=3.682 2/2 [==============================] - 0s 13ms/step >48, 615/693, d1=0.415, d2=0.338 g=3.233 2/2 [==============================] - 0s 12ms/step >48, 616/693, d1=0.368, d2=0.439 g=5.665 2/2 [==============================] - 0s 11ms/step >48, 617/693, d1=0.430, d2=0.385 g=4.309 2/2 [==============================] - 0s 13ms/step >48, 618/693, d1=0.334, d2=0.267 g=3.469 2/2 [==============================] - 0s 14ms/step >48, 619/693, d1=0.300, d2=0.339 g=3.860 2/2 [==============================] - 0s 13ms/step >48, 620/693, d1=0.423, d2=0.277 g=3.203 2/2 [==============================] - 0s 13ms/step >48, 621/693, d1=0.467, d2=0.306 g=3.373 2/2 [==============================] - 0s 15ms/step >48, 622/693, d1=0.489, d2=0.371 g=3.279 2/2 [==============================] - 0s 13ms/step >48, 623/693, d1=0.239, d2=0.332 g=3.538 2/2 [==============================] - 0s 16ms/step >48, 624/693, d1=0.428, d2=0.238 g=2.822 2/2 [==============================] - 0s 14ms/step >48, 625/693, d1=0.441, d2=0.431 g=4.898 2/2 [==============================] - 0s 12ms/step >48, 626/693, d1=0.446, d2=0.415 g=2.429 2/2 [==============================] - 0s 12ms/step >48, 627/693, d1=0.585, d2=0.431 g=3.869 2/2 [==============================] - 0s 13ms/step >48, 628/693, d1=0.403, d2=0.337 g=4.009 2/2 [==============================] - 0s 13ms/step >48, 629/693, d1=0.435, d2=0.351 g=4.561 2/2 [==============================] - 0s 11ms/step >48, 630/693, d1=0.478, d2=0.339 g=3.482 2/2 [==============================] - 0s 12ms/step >48, 631/693, d1=0.383, d2=0.274 g=3.003 2/2 [==============================] - 0s 12ms/step >48, 632/693, d1=0.497, d2=0.419 g=4.482 2/2 [==============================] - 0s 13ms/step >48, 633/693, d1=0.421, d2=0.340 g=3.558 2/2 [==============================] - 0s 12ms/step >48, 634/693, d1=0.299, d2=0.295 g=3.055 2/2 [==============================] - 0s 12ms/step >48, 635/693, d1=0.363, d2=0.291 g=3.197 2/2 [==============================] - 0s 13ms/step >48, 636/693, d1=0.348, d2=0.248 g=2.743 2/2 [==============================] - 0s 13ms/step >48, 637/693, d1=0.323, d2=0.411 g=3.143 2/2 [==============================] - 0s 12ms/step >48, 638/693, d1=0.318, d2=0.326 g=3.215 2/2 [==============================] - 0s 12ms/step >48, 639/693, d1=0.597, d2=0.242 g=3.180 2/2 [==============================] - 0s 12ms/step >48, 640/693, d1=0.313, d2=0.343 g=4.479 2/2 [==============================] - 0s 13ms/step >48, 641/693, d1=0.572, d2=0.486 g=3.418 2/2 [==============================] - 0s 12ms/step >48, 642/693, d1=0.270, d2=0.255 g=2.580 2/2 [==============================] - 0s 14ms/step >48, 643/693, d1=0.369, d2=0.280 g=2.847 2/2 [==============================] - 0s 14ms/step >48, 644/693, d1=0.322, d2=0.311 g=5.025 2/2 [==============================] - 0s 14ms/step >48, 645/693, d1=0.364, d2=0.298 g=4.846 2/2 [==============================] - 0s 14ms/step >48, 646/693, d1=0.418, d2=0.259 g=5.836 2/2 [==============================] - 0s 13ms/step >48, 647/693, d1=0.429, d2=0.292 g=3.031 2/2 [==============================] - 0s 13ms/step >48, 648/693, d1=0.315, d2=0.482 g=3.623 2/2 [==============================] - 0s 11ms/step >48, 649/693, d1=0.467, d2=0.362 g=3.347 2/2 [==============================] - 0s 12ms/step >48, 650/693, d1=0.400, d2=0.325 g=3.452 2/2 [==============================] - 0s 13ms/step >48, 651/693, d1=0.566, d2=0.277 g=4.909 2/2 [==============================] - 0s 13ms/step >48, 652/693, d1=0.398, d2=0.418 g=4.508 2/2 [==============================] - 0s 12ms/step >48, 653/693, d1=0.373, d2=0.471 g=3.774 2/2 [==============================] - 0s 13ms/step >48, 654/693, d1=0.363, d2=0.342 g=3.630 2/2 [==============================] - 0s 12ms/step >48, 655/693, d1=0.406, d2=0.422 g=3.273 2/2 [==============================] - 0s 13ms/step >48, 656/693, d1=0.413, d2=0.271 g=4.042 2/2 [==============================] - 0s 12ms/step >48, 657/693, d1=0.410, d2=0.195 g=2.959 2/2 [==============================] - 0s 14ms/step >48, 658/693, d1=0.423, d2=0.310 g=3.561 2/2 [==============================] - 0s 12ms/step >48, 659/693, d1=0.396, d2=0.377 g=3.701 2/2 [==============================] - 0s 12ms/step >48, 660/693, d1=0.429, d2=0.254 g=4.210 2/2 [==============================] - 0s 13ms/step >48, 661/693, d1=0.331, d2=0.316 g=4.123 2/2 [==============================] - 0s 14ms/step >48, 662/693, d1=0.372, d2=0.350 g=3.481 2/2 [==============================] - 0s 13ms/step >48, 663/693, d1=0.391, d2=0.324 g=2.858 2/2 [==============================] - 0s 13ms/step >48, 664/693, d1=0.405, d2=0.328 g=2.751 2/2 [==============================] - 0s 13ms/step >48, 665/693, d1=0.413, d2=0.250 g=3.395 2/2 [==============================] - 0s 14ms/step >48, 666/693, d1=0.549, d2=0.416 g=3.611 2/2 [==============================] - 0s 14ms/step >48, 667/693, d1=0.375, d2=0.454 g=3.814 2/2 [==============================] - 0s 12ms/step >48, 668/693, d1=0.423, d2=0.354 g=2.604 2/2 [==============================] - 0s 14ms/step >48, 669/693, d1=0.471, d2=0.412 g=3.177 2/2 [==============================] - 0s 14ms/step >48, 670/693, d1=0.495, d2=0.330 g=2.917 2/2 [==============================] - 0s 12ms/step >48, 671/693, d1=0.411, d2=0.272 g=3.724 2/2 [==============================] - 0s 13ms/step >48, 672/693, d1=0.429, d2=0.295 g=4.248 2/2 [==============================] - 0s 12ms/step >48, 673/693, d1=0.311, d2=0.489 g=3.265 2/2 [==============================] - 0s 13ms/step >48, 674/693, d1=0.396, d2=0.378 g=3.095 2/2 [==============================] - 0s 13ms/step >48, 675/693, d1=0.474, d2=0.453 g=3.022 2/2 [==============================] - 0s 13ms/step >48, 676/693, d1=0.307, d2=0.297 g=3.302 2/2 [==============================] - 0s 13ms/step >48, 677/693, d1=0.372, d2=0.332 g=3.130 2/2 [==============================] - 0s 12ms/step >48, 678/693, d1=0.432, d2=0.338 g=4.570 2/2 [==============================] - 0s 12ms/step >48, 679/693, d1=0.454, d2=0.310 g=4.005 2/2 [==============================] - 0s 12ms/step >48, 680/693, d1=0.350, d2=0.445 g=4.034 2/2 [==============================] - 0s 14ms/step >48, 681/693, d1=0.497, d2=0.405 g=3.203 2/2 [==============================] - 0s 12ms/step >48, 682/693, d1=0.389, d2=0.338 g=3.640 2/2 [==============================] - 0s 11ms/step >48, 683/693, d1=0.330, d2=0.301 g=3.381 2/2 [==============================] - 0s 15ms/step >48, 684/693, d1=0.589, d2=0.444 g=2.635 2/2 [==============================] - 0s 13ms/step >48, 685/693, d1=0.536, d2=0.426 g=5.069 2/2 [==============================] - 0s 12ms/step >48, 686/693, d1=0.346, d2=0.259 g=3.079 2/2 [==============================] - 0s 13ms/step >48, 687/693, d1=0.367, d2=0.340 g=3.060 2/2 [==============================] - 0s 14ms/step >48, 688/693, d1=0.382, d2=0.323 g=2.507 2/2 [==============================] - 0s 12ms/step >48, 689/693, d1=0.428, d2=0.261 g=3.350 2/2 [==============================] - 0s 14ms/step >48, 690/693, d1=0.418, d2=0.370 g=4.407 2/2 [==============================] - 0s 14ms/step >48, 691/693, d1=0.226, d2=0.388 g=4.165 2/2 [==============================] - 0s 15ms/step >48, 692/693, d1=0.435, d2=0.366 g=3.767 2/2 [==============================] - 0s 13ms/step >48, 693/693, d1=0.395, d2=0.360 g=3.193 2/2 [==============================] - 0s 13ms/step >49, 1/693, d1=0.518, d2=0.251 g=4.089 2/2 [==============================] - 0s 13ms/step >49, 2/693, d1=0.364, d2=0.297 g=3.546 2/2 [==============================] - 0s 14ms/step >49, 3/693, d1=0.353, d2=0.368 g=3.433 2/2 [==============================] - 0s 13ms/step >49, 4/693, d1=0.468, d2=0.300 g=4.562 2/2 [==============================] - 0s 13ms/step >49, 5/693, d1=0.460, d2=0.402 g=3.434 2/2 [==============================] - 0s 10ms/step >49, 6/693, d1=0.392, d2=0.406 g=2.510 2/2 [==============================] - 0s 14ms/step >49, 7/693, d1=0.300, d2=0.372 g=4.156 2/2 [==============================] - 0s 11ms/step >49, 8/693, d1=0.487, d2=0.233 g=2.767 2/2 [==============================] - 0s 14ms/step >49, 9/693, d1=0.369, d2=0.307 g=4.297 2/2 [==============================] - 0s 14ms/step >49, 10/693, d1=0.633, d2=0.414 g=3.192 2/2 [==============================] - 0s 14ms/step >49, 11/693, d1=0.328, d2=0.455 g=2.863 2/2 [==============================] - 0s 12ms/step >49, 12/693, d1=0.393, d2=0.278 g=4.068 2/2 [==============================] - 0s 13ms/step >49, 13/693, d1=0.330, d2=0.240 g=3.335 2/2 [==============================] - 0s 14ms/step >49, 14/693, d1=0.498, d2=0.412 g=3.346 2/2 [==============================] - 0s 14ms/step >49, 15/693, d1=0.452, d2=0.370 g=4.682 2/2 [==============================] - 0s 13ms/step >49, 16/693, d1=0.379, d2=0.356 g=3.484 2/2 [==============================] - 0s 14ms/step >49, 17/693, d1=0.467, d2=0.282 g=2.808 2/2 [==============================] - 0s 13ms/step >49, 18/693, d1=0.302, d2=0.304 g=3.337 2/2 [==============================] - 0s 13ms/step >49, 19/693, d1=0.300, d2=0.369 g=2.970 2/2 [==============================] - 0s 13ms/step >49, 20/693, d1=0.376, d2=0.409 g=1.864 2/2 [==============================] - 0s 12ms/step >49, 21/693, d1=0.441, d2=0.239 g=4.351 2/2 [==============================] - 0s 13ms/step >49, 22/693, d1=0.373, d2=0.290 g=3.756 2/2 [==============================] - 0s 12ms/step >49, 23/693, d1=0.371, d2=0.333 g=2.510 2/2 [==============================] - 0s 14ms/step >49, 24/693, d1=0.435, d2=0.308 g=4.028 2/2 [==============================] - 0s 12ms/step >49, 25/693, d1=0.395, d2=0.345 g=2.359 2/2 [==============================] - 0s 11ms/step >49, 26/693, d1=0.361, d2=0.321 g=2.432 2/2 [==============================] - 0s 12ms/step >49, 27/693, d1=0.332, d2=0.338 g=3.424 2/2 [==============================] - 0s 11ms/step >49, 28/693, d1=0.326, d2=0.271 g=4.109 2/2 [==============================] - 0s 15ms/step >49, 29/693, d1=0.329, d2=0.424 g=2.807 2/2 [==============================] - 0s 13ms/step >49, 30/693, d1=0.506, d2=0.284 g=3.768 2/2 [==============================] - 0s 13ms/step >49, 31/693, d1=0.375, d2=0.294 g=2.952 2/2 [==============================] - 0s 13ms/step >49, 32/693, d1=0.496, d2=0.274 g=3.947 2/2 [==============================] - 0s 14ms/step >49, 33/693, d1=0.477, d2=0.419 g=3.512 2/2 [==============================] - 0s 12ms/step >49, 34/693, d1=0.410, d2=0.311 g=3.222 2/2 [==============================] - 0s 13ms/step >49, 35/693, d1=0.391, d2=0.405 g=3.321 2/2 [==============================] - 0s 13ms/step >49, 36/693, d1=0.268, d2=0.329 g=2.413 2/2 [==============================] - 0s 13ms/step >49, 37/693, d1=0.565, d2=0.284 g=2.242 2/2 [==============================] - 0s 13ms/step >49, 38/693, d1=0.462, d2=0.412 g=4.745 2/2 [==============================] - 0s 12ms/step >49, 39/693, d1=0.409, d2=0.261 g=3.547 2/2 [==============================] - 0s 13ms/step >49, 40/693, d1=0.347, d2=0.461 g=2.463 2/2 [==============================] - 0s 13ms/step >49, 41/693, d1=0.392, d2=0.321 g=3.857 2/2 [==============================] - 0s 13ms/step >49, 42/693, d1=0.421, d2=0.309 g=3.949 2/2 [==============================] - 0s 13ms/step >49, 43/693, d1=0.372, d2=0.281 g=3.101 2/2 [==============================] - 0s 12ms/step >49, 44/693, d1=0.380, d2=0.384 g=3.456 2/2 [==============================] - 0s 13ms/step >49, 45/693, d1=0.286, d2=0.305 g=3.144 2/2 [==============================] - 0s 15ms/step >49, 46/693, d1=0.430, d2=0.421 g=3.001 2/2 [==============================] - 0s 13ms/step >49, 47/693, d1=0.470, d2=0.325 g=2.767 2/2 [==============================] - 0s 12ms/step >49, 48/693, d1=0.407, d2=0.249 g=3.080 2/2 [==============================] - 0s 14ms/step >49, 49/693, d1=0.311, d2=0.321 g=3.097 2/2 [==============================] - 0s 14ms/step >49, 50/693, d1=0.459, d2=0.450 g=3.145 2/2 [==============================] - 0s 13ms/step >49, 51/693, d1=0.509, d2=0.342 g=3.667 2/2 [==============================] - 0s 14ms/step >49, 52/693, d1=0.350, d2=0.344 g=2.399 2/2 [==============================] - 0s 13ms/step >49, 53/693, d1=0.260, d2=0.277 g=3.947 2/2 [==============================] - 0s 12ms/step >49, 54/693, d1=0.527, d2=0.288 g=4.074 2/2 [==============================] - 0s 12ms/step >49, 55/693, d1=0.465, d2=0.391 g=3.411 2/2 [==============================] - 0s 13ms/step >49, 56/693, d1=0.354, d2=0.381 g=4.433 2/2 [==============================] - 0s 13ms/step >49, 57/693, d1=0.520, d2=0.291 g=4.260 2/2 [==============================] - 0s 14ms/step >49, 58/693, d1=0.302, d2=0.364 g=2.346 2/2 [==============================] - 0s 14ms/step >49, 59/693, d1=0.263, d2=0.296 g=2.347 2/2 [==============================] - 0s 12ms/step >49, 60/693, d1=0.421, d2=0.345 g=4.487 2/2 [==============================] - 0s 13ms/step >49, 61/693, d1=0.541, d2=0.302 g=2.858 2/2 [==============================] - 0s 11ms/step >49, 62/693, d1=0.323, d2=0.387 g=2.312 2/2 [==============================] - 0s 13ms/step >49, 63/693, d1=0.386, d2=0.289 g=3.032 2/2 [==============================] - 0s 14ms/step >49, 64/693, d1=0.430, d2=0.253 g=2.438 2/2 [==============================] - 0s 12ms/step >49, 65/693, d1=0.342, d2=0.370 g=3.190 2/2 [==============================] - 0s 13ms/step >49, 66/693, d1=0.293, d2=0.359 g=2.424 2/2 [==============================] - 0s 13ms/step >49, 67/693, d1=0.359, d2=0.367 g=3.458 2/2 [==============================] - 0s 12ms/step >49, 68/693, d1=0.387, d2=0.345 g=3.394 2/2 [==============================] - 0s 14ms/step >49, 69/693, d1=0.499, d2=0.381 g=4.251 2/2 [==============================] - 0s 15ms/step >49, 70/693, d1=0.517, d2=0.344 g=4.906 2/2 [==============================] - 0s 12ms/step >49, 71/693, d1=0.457, d2=0.419 g=4.019 2/2 [==============================] - 0s 14ms/step >49, 72/693, d1=0.391, d2=0.317 g=2.787 2/2 [==============================] - 0s 13ms/step >49, 73/693, d1=0.498, d2=0.307 g=3.046 2/2 [==============================] - 0s 13ms/step >49, 74/693, d1=0.373, d2=0.329 g=4.792 2/2 [==============================] - 0s 14ms/step >49, 75/693, d1=0.382, d2=0.351 g=4.052 2/2 [==============================] - 0s 14ms/step >49, 76/693, d1=0.384, d2=0.338 g=2.638 2/2 [==============================] - 0s 13ms/step >49, 77/693, d1=0.313, d2=0.273 g=3.932 2/2 [==============================] - 0s 14ms/step >49, 78/693, d1=0.408, d2=0.406 g=3.858 2/2 [==============================] - 0s 13ms/step >49, 79/693, d1=0.497, d2=0.372 g=3.984 2/2 [==============================] - 0s 14ms/step >49, 80/693, d1=0.377, d2=0.447 g=3.746 2/2 [==============================] - 0s 12ms/step >49, 81/693, d1=0.378, d2=0.325 g=4.021 2/2 [==============================] - 0s 15ms/step >49, 82/693, d1=0.462, d2=0.240 g=3.132 2/2 [==============================] - 0s 12ms/step >49, 83/693, d1=0.287, d2=0.264 g=3.475 2/2 [==============================] - 0s 13ms/step >49, 84/693, d1=0.355, d2=0.414 g=3.159 2/2 [==============================] - 0s 13ms/step >49, 85/693, d1=0.463, d2=0.383 g=3.765 2/2 [==============================] - 0s 12ms/step >49, 86/693, d1=0.515, d2=0.256 g=3.183 2/2 [==============================] - 0s 13ms/step >49, 87/693, d1=0.435, d2=0.308 g=3.828 2/2 [==============================] - 0s 14ms/step >49, 88/693, d1=0.402, d2=0.340 g=2.698 2/2 [==============================] - 0s 13ms/step >49, 89/693, d1=0.332, d2=0.325 g=3.095 2/2 [==============================] - 0s 12ms/step >49, 90/693, d1=0.569, d2=0.312 g=2.724 2/2 [==============================] - 0s 13ms/step >49, 91/693, d1=0.344, d2=0.431 g=3.823 2/2 [==============================] - 0s 12ms/step >49, 92/693, d1=0.284, d2=0.208 g=3.505 2/2 [==============================] - 0s 14ms/step >49, 93/693, d1=0.412, d2=0.286 g=2.966 2/2 [==============================] - 0s 12ms/step >49, 94/693, d1=0.392, d2=0.315 g=4.451 2/2 [==============================] - 0s 13ms/step >49, 95/693, d1=0.525, d2=0.386 g=4.100 2/2 [==============================] - 0s 14ms/step >49, 96/693, d1=0.269, d2=0.333 g=3.524 2/2 [==============================] - 0s 12ms/step >49, 97/693, d1=0.244, d2=0.438 g=3.320 2/2 [==============================] - 0s 13ms/step >49, 98/693, d1=0.404, d2=0.277 g=5.095 2/2 [==============================] - 0s 14ms/step >49, 99/693, d1=0.449, d2=0.330 g=3.085 2/2 [==============================] - 0s 13ms/step >49, 100/693, d1=0.675, d2=0.272 g=2.492 2/2 [==============================] - 0s 14ms/step >49, 101/693, d1=0.439, d2=0.404 g=3.717 2/2 [==============================] - 0s 14ms/step >49, 102/693, d1=0.400, d2=0.331 g=3.076 2/2 [==============================] - 0s 13ms/step >49, 103/693, d1=0.358, d2=0.266 g=3.989 2/2 [==============================] - 0s 13ms/step >49, 104/693, d1=0.370, d2=0.280 g=2.863 2/2 [==============================] - 0s 12ms/step >49, 105/693, d1=0.410, d2=0.410 g=3.624 2/2 [==============================] - 0s 14ms/step >49, 106/693, d1=0.504, d2=0.358 g=2.669 2/2 [==============================] - 0s 13ms/step >49, 107/693, d1=0.236, d2=0.292 g=3.533 2/2 [==============================] - 0s 13ms/step >49, 108/693, d1=0.346, d2=0.343 g=3.081 2/2 [==============================] - 0s 11ms/step >49, 109/693, d1=0.482, d2=0.303 g=3.140 2/2 [==============================] - 0s 13ms/step >49, 110/693, d1=0.364, d2=0.256 g=4.494 2/2 [==============================] - 0s 13ms/step >49, 111/693, d1=0.444, d2=0.262 g=2.620 2/2 [==============================] - 0s 13ms/step >49, 112/693, d1=0.367, d2=0.443 g=3.372 2/2 [==============================] - 0s 13ms/step >49, 113/693, d1=0.320, d2=0.367 g=2.055 2/2 [==============================] - 0s 12ms/step >49, 114/693, d1=0.418, d2=0.363 g=3.028 2/2 [==============================] - 0s 13ms/step >49, 115/693, d1=0.554, d2=0.389 g=3.228 2/2 [==============================] - 0s 14ms/step >49, 116/693, d1=0.352, d2=0.418 g=3.089 2/2 [==============================] - 0s 13ms/step >49, 117/693, d1=0.436, d2=0.297 g=3.774 2/2 [==============================] - 0s 13ms/step >49, 118/693, d1=0.471, d2=0.377 g=3.483 2/2 [==============================] - 0s 13ms/step >49, 119/693, d1=0.546, d2=0.367 g=2.612 2/2 [==============================] - 0s 13ms/step >49, 120/693, d1=0.532, d2=0.577 g=3.449 2/2 [==============================] - 0s 12ms/step >49, 121/693, d1=0.511, d2=0.379 g=3.106 2/2 [==============================] - 0s 13ms/step >49, 122/693, d1=0.353, d2=0.301 g=2.428 2/2 [==============================] - 0s 14ms/step >49, 123/693, d1=0.530, d2=0.341 g=2.813 2/2 [==============================] - 0s 13ms/step >49, 124/693, d1=0.357, d2=0.355 g=4.005 2/2 [==============================] - 0s 12ms/step >49, 125/693, d1=0.476, d2=0.346 g=2.924 2/2 [==============================] - 0s 12ms/step >49, 126/693, d1=0.536, d2=0.422 g=2.669 2/2 [==============================] - 0s 12ms/step >49, 127/693, d1=0.302, d2=0.374 g=4.146 2/2 [==============================] - 0s 12ms/step >49, 128/693, d1=0.450, d2=0.319 g=3.356 2/2 [==============================] - 0s 14ms/step >49, 129/693, d1=0.367, d2=0.256 g=3.558 2/2 [==============================] - 0s 13ms/step >49, 130/693, d1=0.439, d2=0.366 g=3.569 2/2 [==============================] - 0s 13ms/step >49, 131/693, d1=0.261, d2=0.347 g=2.827 2/2 [==============================] - 0s 12ms/step >49, 132/693, d1=0.369, d2=0.375 g=2.608 2/2 [==============================] - 0s 14ms/step >49, 133/693, d1=0.463, d2=0.292 g=3.096 2/2 [==============================] - 0s 14ms/step >49, 134/693, d1=0.487, d2=0.406 g=3.737 2/2 [==============================] - 0s 13ms/step >49, 135/693, d1=0.380, d2=0.239 g=3.860 2/2 [==============================] - 0s 14ms/step >49, 136/693, d1=0.446, d2=0.298 g=2.573 2/2 [==============================] - 0s 14ms/step >49, 137/693, d1=0.375, d2=0.359 g=2.722 2/2 [==============================] - 0s 14ms/step >49, 138/693, d1=0.279, d2=0.264 g=4.490 2/2 [==============================] - 0s 11ms/step >49, 139/693, d1=0.244, d2=0.341 g=3.287 2/2 [==============================] - 0s 13ms/step >49, 140/693, d1=0.459, d2=0.352 g=3.159 2/2 [==============================] - 0s 13ms/step >49, 141/693, d1=0.469, d2=0.327 g=4.388 2/2 [==============================] - 0s 12ms/step >49, 142/693, d1=0.485, d2=0.311 g=2.894 2/2 [==============================] - 0s 13ms/step >49, 143/693, d1=0.438, d2=0.420 g=2.179 2/2 [==============================] - 0s 13ms/step >49, 144/693, d1=0.352, d2=0.304 g=3.423 2/2 [==============================] - 0s 12ms/step >49, 145/693, d1=0.469, d2=0.343 g=3.373 2/2 [==============================] - 0s 13ms/step >49, 146/693, d1=0.338, d2=0.350 g=3.768 2/2 [==============================] - 0s 12ms/step >49, 147/693, d1=0.398, d2=0.410 g=2.866 2/2 [==============================] - 0s 13ms/step >49, 148/693, d1=0.380, d2=0.273 g=2.479 2/2 [==============================] - 0s 14ms/step >49, 149/693, d1=0.348, d2=0.244 g=2.396 2/2 [==============================] - 0s 12ms/step >49, 150/693, d1=0.453, d2=0.308 g=3.341 2/2 [==============================] - 0s 14ms/step >49, 151/693, d1=0.323, d2=0.393 g=3.427 2/2 [==============================] - 0s 14ms/step >49, 152/693, d1=0.484, d2=0.364 g=3.845 2/2 [==============================] - 0s 13ms/step >49, 153/693, d1=0.394, d2=0.396 g=4.448 2/2 [==============================] - 0s 12ms/step >49, 154/693, d1=0.296, d2=0.299 g=3.255 2/2 [==============================] - 0s 12ms/step >49, 155/693, d1=0.424, d2=0.353 g=3.769 2/2 [==============================] - 0s 13ms/step >49, 156/693, d1=0.328, d2=0.290 g=2.660 2/2 [==============================] - 0s 12ms/step >49, 157/693, d1=0.321, d2=0.343 g=2.465 2/2 [==============================] - 0s 14ms/step >49, 158/693, d1=0.549, d2=0.313 g=5.391 2/2 [==============================] - 0s 11ms/step >49, 159/693, d1=0.386, d2=0.265 g=2.617 2/2 [==============================] - 0s 13ms/step >49, 160/693, d1=0.262, d2=0.290 g=2.318 2/2 [==============================] - 0s 13ms/step >49, 161/693, d1=0.521, d2=0.285 g=3.403 2/2 [==============================] - 0s 13ms/step >49, 162/693, d1=0.211, d2=0.443 g=3.748 2/2 [==============================] - 0s 14ms/step >49, 163/693, d1=0.480, d2=0.292 g=4.208 2/2 [==============================] - 0s 13ms/step >49, 164/693, d1=0.471, d2=0.317 g=3.058 2/2 [==============================] - 0s 12ms/step >49, 165/693, d1=0.411, d2=0.616 g=5.201 2/2 [==============================] - 0s 11ms/step >49, 166/693, d1=0.381, d2=0.197 g=3.140 2/2 [==============================] - 0s 11ms/step >49, 167/693, d1=0.404, d2=0.270 g=3.051 2/2 [==============================] - 0s 12ms/step >49, 168/693, d1=0.345, d2=0.296 g=3.792 2/2 [==============================] - 0s 13ms/step >49, 169/693, d1=0.486, d2=0.402 g=3.830 2/2 [==============================] - 0s 15ms/step >49, 170/693, d1=0.426, d2=0.361 g=3.228 2/2 [==============================] - 0s 13ms/step >49, 171/693, d1=0.530, d2=0.343 g=3.775 2/2 [==============================] - 0s 12ms/step >49, 172/693, d1=0.449, d2=0.360 g=3.505 2/2 [==============================] - 0s 16ms/step >49, 173/693, d1=0.398, d2=0.384 g=2.604 2/2 [==============================] - 0s 13ms/step >49, 174/693, d1=0.285, d2=0.325 g=3.348 2/2 [==============================] - 0s 16ms/step >49, 175/693, d1=0.598, d2=0.292 g=3.576 2/2 [==============================] - 0s 13ms/step >49, 176/693, d1=0.327, d2=0.358 g=3.235 2/2 [==============================] - 0s 11ms/step >49, 177/693, d1=0.391, d2=0.445 g=2.508 2/2 [==============================] - 0s 13ms/step >49, 178/693, d1=0.335, d2=0.318 g=2.977 2/2 [==============================] - 0s 16ms/step >49, 179/693, d1=0.369, d2=0.287 g=2.880 2/2 [==============================] - 0s 13ms/step >49, 180/693, d1=0.415, d2=0.284 g=3.657 2/2 [==============================] - 0s 14ms/step >49, 181/693, d1=0.507, d2=0.407 g=3.113 2/2 [==============================] - 0s 13ms/step >49, 182/693, d1=0.274, d2=0.292 g=4.359 2/2 [==============================] - 0s 14ms/step >49, 183/693, d1=0.253, d2=0.281 g=2.725 2/2 [==============================] - 0s 12ms/step >49, 184/693, d1=0.546, d2=0.318 g=4.199 2/2 [==============================] - 0s 12ms/step >49, 185/693, d1=0.466, d2=0.313 g=3.371 2/2 [==============================] - 0s 12ms/step >49, 186/693, d1=0.534, d2=0.389 g=3.232 2/2 [==============================] - 0s 12ms/step >49, 187/693, d1=0.402, d2=0.490 g=4.723 2/2 [==============================] - 0s 12ms/step >49, 188/693, d1=0.406, d2=0.335 g=3.231 2/2 [==============================] - 0s 12ms/step >49, 189/693, d1=0.378, d2=0.287 g=3.342 2/2 [==============================] - 0s 13ms/step >49, 190/693, d1=0.417, d2=0.306 g=2.693 2/2 [==============================] - 0s 13ms/step >49, 191/693, d1=0.369, d2=0.359 g=3.367 2/2 [==============================] - 0s 12ms/step >49, 192/693, d1=0.406, d2=0.353 g=3.919 2/2 [==============================] - 0s 13ms/step >49, 193/693, d1=0.339, d2=0.363 g=4.025 2/2 [==============================] - 0s 12ms/step >49, 194/693, d1=0.462, d2=0.299 g=4.688 2/2 [==============================] - 0s 13ms/step >49, 195/693, d1=0.435, d2=0.260 g=3.881 2/2 [==============================] - 0s 14ms/step >49, 196/693, d1=0.347, d2=0.328 g=4.832 2/2 [==============================] - 0s 14ms/step >49, 197/693, d1=0.365, d2=0.314 g=3.916 2/2 [==============================] - 0s 13ms/step >49, 198/693, d1=0.321, d2=0.343 g=4.510 2/2 [==============================] - 0s 14ms/step >49, 199/693, d1=0.510, d2=0.385 g=3.289 2/2 [==============================] - 0s 14ms/step >49, 200/693, d1=0.498, d2=0.269 g=2.838 2/2 [==============================] - 0s 13ms/step >49, 201/693, d1=0.370, d2=0.341 g=5.754 2/2 [==============================] - 0s 13ms/step >49, 202/693, d1=0.405, d2=0.327 g=2.852 2/2 [==============================] - 0s 13ms/step >49, 203/693, d1=0.461, d2=0.445 g=2.992 2/2 [==============================] - 0s 12ms/step >49, 204/693, d1=0.393, d2=0.284 g=3.893 2/2 [==============================] - 0s 12ms/step >49, 205/693, d1=0.460, d2=0.404 g=2.841 2/2 [==============================] - 0s 13ms/step >49, 206/693, d1=0.303, d2=0.356 g=2.624 2/2 [==============================] - 0s 12ms/step >49, 207/693, d1=0.526, d2=0.365 g=3.462 2/2 [==============================] - 0s 13ms/step >49, 208/693, d1=0.234, d2=0.276 g=3.538 2/2 [==============================] - 0s 13ms/step >49, 209/693, d1=0.374, d2=0.304 g=2.742 2/2 [==============================] - 0s 12ms/step >49, 210/693, d1=0.259, d2=0.246 g=2.890 2/2 [==============================] - 0s 12ms/step >49, 211/693, d1=0.445, d2=0.268 g=5.108 2/2 [==============================] - 0s 14ms/step >49, 212/693, d1=0.416, d2=0.441 g=3.012 2/2 [==============================] - 0s 15ms/step >49, 213/693, d1=0.468, d2=0.258 g=3.788 2/2 [==============================] - 0s 14ms/step >49, 214/693, d1=0.439, d2=0.435 g=3.536 2/2 [==============================] - 0s 11ms/step >49, 215/693, d1=0.415, d2=0.277 g=4.109 2/2 [==============================] - 0s 13ms/step >49, 216/693, d1=0.476, d2=0.296 g=2.011 2/2 [==============================] - 0s 13ms/step >49, 217/693, d1=0.313, d2=0.408 g=4.093 2/2 [==============================] - 0s 12ms/step >49, 218/693, d1=0.570, d2=0.344 g=3.552 2/2 [==============================] - 0s 13ms/step >49, 219/693, d1=0.452, d2=0.374 g=3.293 2/2 [==============================] - 0s 13ms/step >49, 220/693, d1=0.513, d2=0.432 g=4.196 2/2 [==============================] - 0s 14ms/step >49, 221/693, d1=0.414, d2=0.346 g=2.752 2/2 [==============================] - 0s 13ms/step >49, 222/693, d1=0.389, d2=0.393 g=3.130 2/2 [==============================] - 0s 12ms/step >49, 223/693, d1=0.403, d2=0.322 g=3.271 2/2 [==============================] - 0s 13ms/step >49, 224/693, d1=0.413, d2=0.314 g=3.109 2/2 [==============================] - 0s 14ms/step >49, 225/693, d1=0.356, d2=0.337 g=2.903 2/2 [==============================] - 0s 13ms/step >49, 226/693, d1=0.450, d2=0.270 g=3.843 2/2 [==============================] - 0s 12ms/step >49, 227/693, d1=0.326, d2=0.416 g=3.112 2/2 [==============================] - 0s 14ms/step >49, 228/693, d1=0.493, d2=0.575 g=3.261 2/2 [==============================] - 0s 14ms/step >49, 229/693, d1=0.512, d2=0.292 g=2.767 2/2 [==============================] - 0s 14ms/step >49, 230/693, d1=0.430, d2=0.366 g=3.205 2/2 [==============================] - 0s 13ms/step >49, 231/693, d1=0.433, d2=0.368 g=4.024 2/2 [==============================] - 0s 14ms/step >49, 232/693, d1=0.367, d2=0.324 g=3.059 2/2 [==============================] - 0s 13ms/step >49, 233/693, d1=0.403, d2=0.301 g=3.714 2/2 [==============================] - 0s 13ms/step >49, 234/693, d1=0.308, d2=0.240 g=2.790 2/2 [==============================] - 0s 13ms/step >49, 235/693, d1=0.271, d2=0.394 g=4.049 2/2 [==============================] - 0s 12ms/step >49, 236/693, d1=0.382, d2=0.360 g=2.756 2/2 [==============================] - 0s 14ms/step >49, 237/693, d1=0.524, d2=0.392 g=2.575 2/2 [==============================] - 0s 13ms/step >49, 238/693, d1=0.416, d2=0.244 g=3.041 2/2 [==============================] - 0s 13ms/step >49, 239/693, d1=0.235, d2=0.293 g=3.720 2/2 [==============================] - 0s 12ms/step >49, 240/693, d1=0.486, d2=0.429 g=3.306 2/2 [==============================] - 0s 13ms/step >49, 241/693, d1=0.325, d2=0.246 g=4.106 2/2 [==============================] - 0s 12ms/step >49, 242/693, d1=0.526, d2=0.382 g=2.741 2/2 [==============================] - 0s 11ms/step >49, 243/693, d1=0.278, d2=0.394 g=3.205 2/2 [==============================] - 0s 14ms/step >49, 244/693, d1=0.515, d2=0.220 g=2.736 2/2 [==============================] - 0s 12ms/step >49, 245/693, d1=0.488, d2=0.457 g=3.709 2/2 [==============================] - 0s 12ms/step >49, 246/693, d1=0.275, d2=0.407 g=3.160 2/2 [==============================] - 0s 13ms/step >49, 247/693, d1=0.448, d2=0.247 g=2.629 2/2 [==============================] - 0s 13ms/step >49, 248/693, d1=0.459, d2=0.312 g=4.379 2/2 [==============================] - 0s 12ms/step >49, 249/693, d1=0.276, d2=0.354 g=3.843 2/2 [==============================] - 0s 14ms/step >49, 250/693, d1=0.325, d2=0.346 g=2.342 2/2 [==============================] - 0s 13ms/step >49, 251/693, d1=0.402, d2=0.373 g=2.953 2/2 [==============================] - 0s 14ms/step >49, 252/693, d1=0.431, d2=0.366 g=3.493 2/2 [==============================] - 0s 15ms/step >49, 253/693, d1=0.619, d2=0.305 g=3.811 2/2 [==============================] - 0s 12ms/step >49, 254/693, d1=0.483, d2=0.369 g=2.727 2/2 [==============================] - 0s 13ms/step >49, 255/693, d1=0.361, d2=0.376 g=3.039 2/2 [==============================] - 0s 13ms/step >49, 256/693, d1=0.420, d2=0.309 g=2.720 2/2 [==============================] - 0s 12ms/step >49, 257/693, d1=0.326, d2=0.318 g=3.716 2/2 [==============================] - 0s 12ms/step >49, 258/693, d1=0.405, d2=0.326 g=3.205 2/2 [==============================] - 0s 14ms/step >49, 259/693, d1=0.389, d2=0.352 g=2.643 2/2 [==============================] - 0s 13ms/step >49, 260/693, d1=0.450, d2=0.324 g=3.579 2/2 [==============================] - 0s 13ms/step >49, 261/693, d1=0.375, d2=0.364 g=2.640 2/2 [==============================] - 0s 13ms/step >49, 262/693, d1=0.301, d2=0.393 g=3.062 2/2 [==============================] - 0s 12ms/step >49, 263/693, d1=0.361, d2=0.355 g=3.762 2/2 [==============================] - 0s 14ms/step >49, 264/693, d1=0.522, d2=0.322 g=4.548 2/2 [==============================] - 0s 13ms/step >49, 265/693, d1=0.389, d2=0.426 g=3.847 2/2 [==============================] - 0s 13ms/step >49, 266/693, d1=0.446, d2=0.373 g=3.383 2/2 [==============================] - 0s 12ms/step >49, 267/693, d1=0.471, d2=0.332 g=2.758 2/2 [==============================] - 0s 14ms/step >49, 268/693, d1=0.322, d2=0.373 g=3.754 2/2 [==============================] - 0s 14ms/step >49, 269/693, d1=0.267, d2=0.231 g=3.205 2/2 [==============================] - 0s 12ms/step >49, 270/693, d1=0.365, d2=0.270 g=3.938 2/2 [==============================] - 0s 13ms/step >49, 271/693, d1=0.556, d2=0.325 g=3.143 2/2 [==============================] - 0s 13ms/step >49, 272/693, d1=0.440, d2=0.359 g=4.351 2/2 [==============================] - 0s 14ms/step >49, 273/693, d1=0.348, d2=0.328 g=2.954 2/2 [==============================] - 0s 13ms/step >49, 274/693, d1=0.338, d2=0.311 g=2.264 2/2 [==============================] - 0s 14ms/step >49, 275/693, d1=0.449, d2=0.448 g=4.070 2/2 [==============================] - 0s 14ms/step >49, 276/693, d1=0.419, d2=0.279 g=3.554 2/2 [==============================] - 0s 12ms/step >49, 277/693, d1=0.547, d2=0.399 g=3.047 2/2 [==============================] - 0s 12ms/step >49, 278/693, d1=0.385, d2=0.405 g=2.430 2/2 [==============================] - 0s 13ms/step >49, 279/693, d1=0.301, d2=0.319 g=3.715 2/2 [==============================] - 0s 13ms/step >49, 280/693, d1=0.434, d2=0.358 g=3.429 2/2 [==============================] - 0s 13ms/step >49, 281/693, d1=0.465, d2=0.324 g=3.219 2/2 [==============================] - 0s 13ms/step >49, 282/693, d1=0.462, d2=0.503 g=3.089 2/2 [==============================] - 0s 13ms/step >49, 283/693, d1=0.293, d2=0.311 g=3.035 2/2 [==============================] - 0s 11ms/step >49, 284/693, d1=0.492, d2=0.276 g=3.654 2/2 [==============================] - 0s 15ms/step >49, 285/693, d1=0.490, d2=0.404 g=2.620 2/2 [==============================] - 0s 12ms/step >49, 286/693, d1=0.614, d2=0.278 g=2.286 2/2 [==============================] - 0s 13ms/step >49, 287/693, d1=0.411, d2=0.410 g=2.131 2/2 [==============================] - 0s 12ms/step >49, 288/693, d1=0.402, d2=0.435 g=2.816 2/2 [==============================] - 0s 13ms/step >49, 289/693, d1=0.459, d2=0.279 g=3.297 2/2 [==============================] - 0s 12ms/step >49, 290/693, d1=0.269, d2=0.330 g=2.904 2/2 [==============================] - 0s 13ms/step >49, 291/693, d1=0.558, d2=0.336 g=2.390 2/2 [==============================] - 0s 13ms/step >49, 292/693, d1=0.318, d2=0.304 g=3.187 2/2 [==============================] - 0s 14ms/step >49, 293/693, d1=0.379, d2=0.353 g=2.789 2/2 [==============================] - 0s 13ms/step >49, 294/693, d1=0.340, d2=0.291 g=3.232 2/2 [==============================] - 0s 13ms/step >49, 295/693, d1=0.452, d2=0.300 g=2.559 2/2 [==============================] - 0s 13ms/step >49, 296/693, d1=0.311, d2=0.379 g=2.962 2/2 [==============================] - 0s 13ms/step >49, 297/693, d1=0.427, d2=0.361 g=3.738 2/2 [==============================] - 0s 13ms/step >49, 298/693, d1=0.269, d2=0.343 g=3.232 2/2 [==============================] - 0s 13ms/step >49, 299/693, d1=0.445, d2=0.229 g=2.517 2/2 [==============================] - 0s 12ms/step >49, 300/693, d1=0.511, d2=0.355 g=3.862 2/2 [==============================] - 0s 13ms/step >49, 301/693, d1=0.338, d2=0.305 g=3.305 2/2 [==============================] - 0s 14ms/step >49, 302/693, d1=0.438, d2=0.381 g=3.060 2/2 [==============================] - 0s 13ms/step >49, 303/693, d1=0.518, d2=0.369 g=2.897 2/2 [==============================] - 0s 12ms/step >49, 304/693, d1=0.556, d2=0.317 g=3.288 2/2 [==============================] - 0s 15ms/step >49, 305/693, d1=0.381, d2=0.361 g=2.725 2/2 [==============================] - 0s 13ms/step >49, 306/693, d1=0.325, d2=0.347 g=3.042 2/2 [==============================] - 0s 15ms/step >49, 307/693, d1=0.449, d2=0.300 g=2.039 2/2 [==============================] - 0s 13ms/step >49, 308/693, d1=0.363, d2=0.417 g=3.357 2/2 [==============================] - 0s 13ms/step >49, 309/693, d1=0.263, d2=0.322 g=4.063 2/2 [==============================] - 0s 15ms/step >49, 310/693, d1=0.494, d2=0.254 g=3.496 2/2 [==============================] - 0s 14ms/step >49, 311/693, d1=0.435, d2=0.359 g=2.136 2/2 [==============================] - 0s 13ms/step >49, 312/693, d1=0.399, d2=0.297 g=2.101 2/2 [==============================] - 0s 12ms/step >49, 313/693, d1=0.481, d2=0.297 g=2.665 2/2 [==============================] - 0s 12ms/step >49, 314/693, d1=0.373, d2=0.402 g=4.112 2/2 [==============================] - 0s 12ms/step >49, 315/693, d1=0.395, d2=0.283 g=2.871 2/2 [==============================] - 0s 13ms/step >49, 316/693, d1=0.363, d2=0.531 g=2.493 2/2 [==============================] - 0s 11ms/step >49, 317/693, d1=0.321, d2=0.559 g=3.257 2/2 [==============================] - 0s 13ms/step >49, 318/693, d1=0.600, d2=0.197 g=2.866 2/2 [==============================] - 0s 12ms/step >49, 319/693, d1=0.496, d2=0.259 g=3.281 2/2 [==============================] - 0s 13ms/step >49, 320/693, d1=0.342, d2=0.400 g=3.224 2/2 [==============================] - 0s 11ms/step >49, 321/693, d1=0.395, d2=0.345 g=2.734 2/2 [==============================] - 0s 12ms/step >49, 322/693, d1=0.483, d2=0.317 g=2.819 2/2 [==============================] - 0s 11ms/step >49, 323/693, d1=0.444, d2=0.337 g=2.733 2/2 [==============================] - 0s 14ms/step >49, 324/693, d1=0.403, d2=0.482 g=1.990 2/2 [==============================] - 0s 14ms/step >49, 325/693, d1=0.326, d2=0.258 g=3.253 2/2 [==============================] - 0s 13ms/step >49, 326/693, d1=0.408, d2=0.425 g=3.364 2/2 [==============================] - 0s 11ms/step >49, 327/693, d1=0.561, d2=0.270 g=3.188 2/2 [==============================] - 0s 12ms/step >49, 328/693, d1=0.429, d2=0.384 g=3.443 2/2 [==============================] - 0s 13ms/step >49, 329/693, d1=0.328, d2=0.270 g=2.334 2/2 [==============================] - 0s 13ms/step >49, 330/693, d1=0.301, d2=0.385 g=3.622 2/2 [==============================] - 0s 13ms/step >49, 331/693, d1=0.303, d2=0.277 g=4.148 2/2 [==============================] - 0s 13ms/step >49, 332/693, d1=0.425, d2=0.355 g=3.580 2/2 [==============================] - 0s 13ms/step >49, 333/693, d1=0.461, d2=0.369 g=2.649 2/2 [==============================] - 0s 14ms/step >49, 334/693, d1=0.335, d2=0.310 g=2.973 2/2 [==============================] - 0s 13ms/step >49, 335/693, d1=0.598, d2=0.263 g=2.838 2/2 [==============================] - 0s 13ms/step >49, 336/693, d1=0.327, d2=0.452 g=2.889 2/2 [==============================] - 0s 13ms/step >49, 337/693, d1=0.364, d2=0.303 g=3.628 2/2 [==============================] - 0s 12ms/step >49, 338/693, d1=0.436, d2=0.332 g=2.960 2/2 [==============================] - 0s 14ms/step >49, 339/693, d1=0.419, d2=0.372 g=3.405 2/2 [==============================] - 0s 13ms/step >49, 340/693, d1=0.464, d2=0.287 g=3.435 2/2 [==============================] - 0s 13ms/step >49, 341/693, d1=0.312, d2=0.318 g=3.100 2/2 [==============================] - 0s 14ms/step >49, 342/693, d1=0.360, d2=0.357 g=3.161 2/2 [==============================] - 0s 13ms/step >49, 343/693, d1=0.477, d2=0.303 g=2.749 2/2 [==============================] - 0s 12ms/step >49, 344/693, d1=0.370, d2=0.395 g=3.673 2/2 [==============================] - 0s 14ms/step >49, 345/693, d1=0.419, d2=0.327 g=3.870 2/2 [==============================] - 0s 13ms/step >49, 346/693, d1=0.553, d2=0.369 g=2.819 2/2 [==============================] - 0s 13ms/step >49, 347/693, d1=0.440, d2=0.281 g=3.508 2/2 [==============================] - 0s 13ms/step >49, 348/693, d1=0.515, d2=0.417 g=2.478 2/2 [==============================] - 0s 14ms/step >49, 349/693, d1=0.442, d2=0.268 g=2.693 2/2 [==============================] - 0s 11ms/step >49, 350/693, d1=0.377, d2=0.398 g=3.035 2/2 [==============================] - 0s 13ms/step >49, 351/693, d1=0.479, d2=0.326 g=2.609 2/2 [==============================] - 0s 13ms/step >49, 352/693, d1=0.251, d2=0.383 g=2.121 2/2 [==============================] - 0s 11ms/step >49, 353/693, d1=0.565, d2=0.418 g=2.413 2/2 [==============================] - 0s 13ms/step >49, 354/693, d1=0.289, d2=0.301 g=3.173 2/2 [==============================] - 0s 13ms/step >49, 355/693, d1=0.240, d2=0.339 g=2.576 2/2 [==============================] - 0s 12ms/step >49, 356/693, d1=0.513, d2=0.333 g=2.546 2/2 [==============================] - 0s 12ms/step >49, 357/693, d1=0.390, d2=0.276 g=2.056 2/2 [==============================] - 0s 13ms/step >49, 358/693, d1=0.396, d2=0.350 g=2.453 2/2 [==============================] - 0s 14ms/step >49, 359/693, d1=0.366, d2=0.348 g=2.337 2/2 [==============================] - 0s 14ms/step >49, 360/693, d1=0.267, d2=0.258 g=3.537 2/2 [==============================] - 0s 13ms/step >49, 361/693, d1=0.250, d2=0.221 g=2.300 2/2 [==============================] - 0s 14ms/step >49, 362/693, d1=0.371, d2=0.288 g=3.601 2/2 [==============================] - 0s 13ms/step >49, 363/693, d1=0.479, d2=0.394 g=2.554 2/2 [==============================] - 0s 13ms/step >49, 364/693, d1=0.431, d2=0.266 g=2.537 2/2 [==============================] - 0s 17ms/step >49, 365/693, d1=0.282, d2=0.403 g=2.949 2/2 [==============================] - 0s 14ms/step >49, 366/693, d1=0.337, d2=0.211 g=2.237 2/2 [==============================] - 0s 13ms/step >49, 367/693, d1=0.497, d2=0.268 g=2.119 2/2 [==============================] - 0s 13ms/step >49, 368/693, d1=0.373, d2=0.363 g=3.537 2/2 [==============================] - 0s 13ms/step >49, 369/693, d1=0.325, d2=0.370 g=3.522 2/2 [==============================] - 0s 13ms/step >49, 370/693, d1=0.309, d2=0.264 g=3.427 2/2 [==============================] - 0s 12ms/step >49, 371/693, d1=0.423, d2=0.294 g=3.248 2/2 [==============================] - 0s 13ms/step >49, 372/693, d1=0.419, d2=0.249 g=2.516 2/2 [==============================] - 0s 13ms/step >49, 373/693, d1=0.495, d2=0.413 g=2.750 2/2 [==============================] - 0s 12ms/step >49, 374/693, d1=0.298, d2=0.337 g=2.567 2/2 [==============================] - 0s 12ms/step >49, 375/693, d1=0.392, d2=0.215 g=2.814 2/2 [==============================] - 0s 13ms/step >49, 376/693, d1=0.322, d2=0.359 g=2.529 2/2 [==============================] - 0s 14ms/step >49, 377/693, d1=0.486, d2=0.395 g=3.393 2/2 [==============================] - 0s 12ms/step >49, 378/693, d1=0.426, d2=0.405 g=3.666 2/2 [==============================] - 0s 13ms/step >49, 379/693, d1=0.502, d2=0.399 g=3.931 2/2 [==============================] - 0s 12ms/step >49, 380/693, d1=0.410, d2=0.245 g=3.253 2/2 [==============================] - 0s 14ms/step >49, 381/693, d1=0.474, d2=0.383 g=3.394 2/2 [==============================] - 0s 13ms/step >49, 382/693, d1=0.309, d2=0.323 g=2.653 2/2 [==============================] - 0s 13ms/step >49, 383/693, d1=0.519, d2=0.292 g=3.340 2/2 [==============================] - 0s 12ms/step >49, 384/693, d1=0.299, d2=0.401 g=2.222 2/2 [==============================] - 0s 14ms/step >49, 385/693, d1=0.430, d2=0.291 g=2.850 2/2 [==============================] - 0s 14ms/step >49, 386/693, d1=0.464, d2=0.286 g=3.153 2/2 [==============================] - 0s 13ms/step >49, 387/693, d1=0.325, d2=0.427 g=2.919 2/2 [==============================] - 0s 13ms/step >49, 388/693, d1=0.391, d2=0.261 g=2.707 2/2 [==============================] - 0s 12ms/step >49, 389/693, d1=0.444, d2=0.373 g=3.164 2/2 [==============================] - 0s 12ms/step >49, 390/693, d1=0.362, d2=0.325 g=3.335 2/2 [==============================] - 0s 15ms/step >49, 391/693, d1=0.295, d2=0.359 g=2.581 2/2 [==============================] - 0s 15ms/step >49, 392/693, d1=0.400, d2=0.313 g=2.653 2/2 [==============================] - 0s 13ms/step >49, 393/693, d1=0.561, d2=0.485 g=3.090 2/2 [==============================] - 0s 15ms/step >49, 394/693, d1=0.518, d2=0.361 g=3.182 2/2 [==============================] - 0s 13ms/step >49, 395/693, d1=0.404, d2=0.264 g=2.564 2/2 [==============================] - 0s 13ms/step >49, 396/693, d1=0.343, d2=0.507 g=2.638 2/2 [==============================] - 0s 13ms/step >49, 397/693, d1=0.541, d2=0.334 g=3.062 2/2 [==============================] - 0s 13ms/step >49, 398/693, d1=0.360, d2=0.257 g=2.762 2/2 [==============================] - 0s 13ms/step >49, 399/693, d1=0.519, d2=0.399 g=2.809 2/2 [==============================] - 0s 14ms/step >49, 400/693, d1=0.319, d2=0.291 g=2.819 2/2 [==============================] - 0s 13ms/step >49, 401/693, d1=0.477, d2=0.582 g=3.101 2/2 [==============================] - 0s 15ms/step >49, 402/693, d1=0.442, d2=0.287 g=3.220 2/2 [==============================] - 0s 14ms/step >49, 403/693, d1=0.387, d2=0.237 g=2.210 2/2 [==============================] - 0s 13ms/step >49, 404/693, d1=0.334, d2=0.337 g=2.640 2/2 [==============================] - 0s 13ms/step >49, 405/693, d1=0.505, d2=0.326 g=2.364 2/2 [==============================] - 0s 14ms/step >49, 406/693, d1=0.379, d2=0.291 g=2.803 2/2 [==============================] - 0s 13ms/step >49, 407/693, d1=0.277, d2=0.275 g=2.692 2/2 [==============================] - 0s 15ms/step >49, 408/693, d1=0.464, d2=0.326 g=2.050 2/2 [==============================] - 0s 12ms/step >49, 409/693, d1=0.373, d2=0.299 g=2.438 2/2 [==============================] - 0s 15ms/step >49, 410/693, d1=0.367, d2=0.607 g=3.807 2/2 [==============================] - 0s 11ms/step >49, 411/693, d1=0.407, d2=0.303 g=2.327 2/2 [==============================] - 0s 13ms/step >49, 412/693, d1=0.386, d2=0.413 g=3.720 2/2 [==============================] - 0s 15ms/step >49, 413/693, d1=0.515, d2=0.274 g=3.743 2/2 [==============================] - 0s 13ms/step >49, 414/693, d1=0.603, d2=0.271 g=1.941 2/2 [==============================] - 0s 12ms/step >49, 415/693, d1=0.374, d2=0.406 g=2.239 2/2 [==============================] - 0s 14ms/step >49, 416/693, d1=0.327, d2=0.461 g=2.428 2/2 [==============================] - 0s 12ms/step >49, 417/693, d1=0.338, d2=0.368 g=3.276 2/2 [==============================] - 0s 16ms/step >49, 418/693, d1=0.437, d2=0.256 g=3.606 2/2 [==============================] - 0s 12ms/step >49, 419/693, d1=0.457, d2=0.399 g=2.722 2/2 [==============================] - 0s 14ms/step >49, 420/693, d1=0.483, d2=0.307 g=2.151 2/2 [==============================] - 0s 14ms/step >49, 421/693, d1=0.472, d2=0.364 g=3.523 2/2 [==============================] - 0s 13ms/step >49, 422/693, d1=0.408, d2=0.399 g=2.486 2/2 [==============================] - 0s 13ms/step >49, 423/693, d1=0.332, d2=0.264 g=4.030 2/2 [==============================] - 0s 12ms/step >49, 424/693, d1=0.286, d2=0.372 g=3.410 2/2 [==============================] - 0s 13ms/step >49, 425/693, d1=0.561, d2=0.471 g=2.191 2/2 [==============================] - 0s 14ms/step >49, 426/693, d1=0.328, d2=0.257 g=2.040 2/2 [==============================] - 0s 15ms/step >49, 427/693, d1=0.552, d2=0.242 g=3.006 2/2 [==============================] - 0s 13ms/step >49, 428/693, d1=0.279, d2=0.326 g=2.762 2/2 [==============================] - 0s 12ms/step >49, 429/693, d1=0.437, d2=0.388 g=3.848 2/2 [==============================] - 0s 14ms/step >49, 430/693, d1=0.437, d2=0.241 g=2.500 2/2 [==============================] - 0s 11ms/step >49, 431/693, d1=0.311, d2=0.440 g=3.181 2/2 [==============================] - 0s 13ms/step >49, 432/693, d1=0.401, d2=0.381 g=3.718 2/2 [==============================] - 0s 13ms/step >49, 433/693, d1=0.606, d2=0.352 g=3.752 2/2 [==============================] - 0s 14ms/step >49, 434/693, d1=0.373, d2=0.451 g=2.568 2/2 [==============================] - 0s 14ms/step >49, 435/693, d1=0.414, d2=0.218 g=3.055 2/2 [==============================] - 0s 13ms/step >49, 436/693, d1=0.446, d2=0.366 g=2.853 2/2 [==============================] - 0s 12ms/step >49, 437/693, d1=0.364, d2=0.360 g=3.588 2/2 [==============================] - 0s 14ms/step >49, 438/693, d1=0.424, d2=0.418 g=2.996 2/2 [==============================] - 0s 12ms/step >49, 439/693, d1=0.340, d2=0.276 g=2.789 2/2 [==============================] - 0s 13ms/step >49, 440/693, d1=0.502, d2=0.273 g=3.214 2/2 [==============================] - 0s 14ms/step >49, 441/693, d1=0.279, d2=0.311 g=3.999 2/2 [==============================] - 0s 11ms/step >49, 442/693, d1=0.342, d2=0.253 g=2.635 2/2 [==============================] - 0s 14ms/step >49, 443/693, d1=0.351, d2=0.349 g=3.652 2/2 [==============================] - 0s 13ms/step >49, 444/693, d1=0.345, d2=0.299 g=3.131 2/2 [==============================] - 0s 15ms/step >49, 445/693, d1=0.394, d2=0.462 g=2.801 2/2 [==============================] - 0s 12ms/step >49, 446/693, d1=0.417, d2=0.324 g=3.108 2/2 [==============================] - 0s 13ms/step >49, 447/693, d1=0.308, d2=0.229 g=3.579 2/2 [==============================] - 0s 11ms/step >49, 448/693, d1=0.537, d2=0.336 g=3.049 2/2 [==============================] - 0s 13ms/step >49, 449/693, d1=0.391, d2=0.314 g=2.938 2/2 [==============================] - 0s 13ms/step >49, 450/693, d1=0.363, d2=0.323 g=3.267 2/2 [==============================] - 0s 13ms/step >49, 451/693, d1=0.361, d2=0.268 g=2.913 2/2 [==============================] - 0s 13ms/step >49, 452/693, d1=0.449, d2=0.309 g=2.491 2/2 [==============================] - 0s 12ms/step >49, 453/693, d1=0.494, d2=0.331 g=2.710 2/2 [==============================] - 0s 13ms/step >49, 454/693, d1=0.342, d2=0.352 g=2.920 2/2 [==============================] - 0s 17ms/step >49, 455/693, d1=0.417, d2=0.313 g=3.955 2/2 [==============================] - 0s 13ms/step >49, 456/693, d1=0.399, d2=0.359 g=2.547 2/2 [==============================] - 0s 12ms/step >49, 457/693, d1=0.312, d2=0.322 g=3.079 2/2 [==============================] - 0s 12ms/step >49, 458/693, d1=0.350, d2=0.255 g=2.823 2/2 [==============================] - 0s 12ms/step >49, 459/693, d1=0.391, d2=0.361 g=2.504 2/2 [==============================] - 0s 12ms/step >49, 460/693, d1=0.416, d2=0.283 g=2.727 2/2 [==============================] - 0s 12ms/step >49, 461/693, d1=0.404, d2=0.372 g=2.520 2/2 [==============================] - 0s 14ms/step >49, 462/693, d1=0.530, d2=0.458 g=3.246 2/2 [==============================] - 0s 14ms/step >49, 463/693, d1=0.501, d2=0.360 g=2.669 2/2 [==============================] - 0s 11ms/step >49, 464/693, d1=0.370, d2=0.269 g=2.905 2/2 [==============================] - 0s 13ms/step >49, 465/693, d1=0.473, d2=0.406 g=2.156 2/2 [==============================] - 0s 14ms/step >49, 466/693, d1=0.284, d2=0.285 g=3.537 2/2 [==============================] - 0s 13ms/step >49, 467/693, d1=0.280, d2=0.337 g=2.760 2/2 [==============================] - 0s 15ms/step >49, 468/693, d1=0.533, d2=0.394 g=2.765 2/2 [==============================] - 0s 12ms/step >49, 469/693, d1=0.587, d2=0.348 g=2.384 2/2 [==============================] - 0s 12ms/step >49, 470/693, d1=0.514, d2=0.339 g=3.355 2/2 [==============================] - 0s 14ms/step >49, 471/693, d1=0.430, d2=0.403 g=3.272 2/2 [==============================] - 0s 15ms/step >49, 472/693, d1=0.357, d2=0.314 g=2.771 2/2 [==============================] - 0s 14ms/step >49, 473/693, d1=0.285, d2=0.316 g=3.227 2/2 [==============================] - 0s 13ms/step >49, 474/693, d1=0.327, d2=0.406 g=3.534 2/2 [==============================] - 0s 12ms/step >49, 475/693, d1=0.338, d2=0.341 g=2.409 2/2 [==============================] - 0s 14ms/step >49, 476/693, d1=0.307, d2=0.194 g=3.108 2/2 [==============================] - 0s 12ms/step >49, 477/693, d1=0.532, d2=0.355 g=4.245 2/2 [==============================] - 0s 12ms/step >49, 478/693, d1=0.407, d2=0.295 g=3.222 2/2 [==============================] - 0s 11ms/step >49, 479/693, d1=0.447, d2=0.368 g=2.305 2/2 [==============================] - 0s 13ms/step >49, 480/693, d1=0.251, d2=0.360 g=2.921 2/2 [==============================] - 0s 14ms/step >49, 481/693, d1=0.318, d2=0.366 g=2.992 2/2 [==============================] - 0s 13ms/step >49, 482/693, d1=0.460, d2=0.444 g=2.922 2/2 [==============================] - 0s 16ms/step >49, 483/693, d1=0.527, d2=0.336 g=2.925 2/2 [==============================] - 0s 14ms/step >49, 484/693, d1=0.367, d2=0.318 g=3.491 2/2 [==============================] - 0s 14ms/step >49, 485/693, d1=0.445, d2=0.230 g=3.196 2/2 [==============================] - 0s 12ms/step >49, 486/693, d1=0.533, d2=0.383 g=3.095 2/2 [==============================] - 0s 14ms/step >49, 487/693, d1=0.328, d2=0.390 g=2.463 2/2 [==============================] - 0s 14ms/step >49, 488/693, d1=0.336, d2=0.348 g=2.710 2/2 [==============================] - 0s 14ms/step >49, 489/693, d1=0.238, d2=0.419 g=2.835 2/2 [==============================] - 0s 12ms/step >49, 490/693, d1=0.475, d2=0.198 g=3.580 2/2 [==============================] - 0s 13ms/step >49, 491/693, d1=0.376, d2=0.358 g=3.515 2/2 [==============================] - 0s 12ms/step >49, 492/693, d1=0.404, d2=0.311 g=2.626 2/2 [==============================] - 0s 13ms/step >49, 493/693, d1=0.403, d2=0.305 g=2.438 2/2 [==============================] - 0s 11ms/step >49, 494/693, d1=0.364, d2=0.289 g=2.638 2/2 [==============================] - 0s 14ms/step >49, 495/693, d1=0.282, d2=0.365 g=2.586 2/2 [==============================] - 0s 14ms/step >49, 496/693, d1=0.338, d2=0.371 g=2.833 2/2 [==============================] - 0s 13ms/step >49, 497/693, d1=0.361, d2=0.282 g=3.653 2/2 [==============================] - 0s 14ms/step >49, 498/693, d1=0.368, d2=0.332 g=4.020 2/2 [==============================] - 0s 12ms/step >49, 499/693, d1=0.423, d2=0.327 g=3.931 2/2 [==============================] - 0s 11ms/step >49, 500/693, d1=0.245, d2=0.337 g=3.144 2/2 [==============================] - 0s 13ms/step >49, 501/693, d1=0.534, d2=0.335 g=3.286 2/2 [==============================] - 0s 13ms/step >49, 502/693, d1=0.384, d2=0.386 g=2.703 2/2 [==============================] - 0s 12ms/step >49, 503/693, d1=0.466, d2=0.320 g=2.816 2/2 [==============================] - 0s 12ms/step >49, 504/693, d1=0.502, d2=0.243 g=2.543 2/2 [==============================] - 0s 12ms/step >49, 505/693, d1=0.308, d2=0.300 g=2.687 2/2 [==============================] - 0s 12ms/step >49, 506/693, d1=0.361, d2=0.416 g=2.868 2/2 [==============================] - 0s 12ms/step >49, 507/693, d1=0.531, d2=0.323 g=2.532 2/2 [==============================] - 0s 14ms/step >49, 508/693, d1=0.363, d2=0.349 g=2.127 2/2 [==============================] - 0s 12ms/step >49, 509/693, d1=0.415, d2=0.401 g=2.792 2/2 [==============================] - 0s 14ms/step >49, 510/693, d1=0.535, d2=0.437 g=2.586 2/2 [==============================] - 0s 12ms/step >49, 511/693, d1=0.301, d2=0.232 g=2.854 2/2 [==============================] - 0s 14ms/step >49, 512/693, d1=0.411, d2=0.432 g=2.388 2/2 [==============================] - 0s 14ms/step >49, 513/693, d1=0.378, d2=0.312 g=3.478 2/2 [==============================] - 0s 14ms/step >49, 514/693, d1=0.443, d2=0.420 g=2.942 2/2 [==============================] - 0s 13ms/step >49, 515/693, d1=0.505, d2=0.341 g=2.706 2/2 [==============================] - 0s 13ms/step >49, 516/693, d1=0.423, d2=0.359 g=2.433 2/2 [==============================] - 0s 13ms/step >49, 517/693, d1=0.503, d2=0.337 g=2.559 2/2 [==============================] - 0s 15ms/step >49, 518/693, d1=0.274, d2=0.320 g=3.121 2/2 [==============================] - 0s 14ms/step >49, 519/693, d1=0.334, d2=0.314 g=4.452 2/2 [==============================] - 0s 15ms/step >49, 520/693, d1=0.465, d2=0.212 g=2.721 2/2 [==============================] - 0s 13ms/step >49, 521/693, d1=0.365, d2=0.340 g=2.504 2/2 [==============================] - 0s 15ms/step >49, 522/693, d1=0.366, d2=0.265 g=3.063 2/2 [==============================] - 0s 14ms/step >49, 523/693, d1=0.345, d2=0.289 g=3.198 2/2 [==============================] - 0s 13ms/step >49, 524/693, d1=0.354, d2=0.353 g=2.808 2/2 [==============================] - 0s 13ms/step >49, 525/693, d1=0.266, d2=0.309 g=2.659 2/2 [==============================] - 0s 13ms/step >49, 526/693, d1=0.402, d2=0.394 g=2.877 2/2 [==============================] - 0s 13ms/step >49, 527/693, d1=0.417, d2=0.343 g=2.867 2/2 [==============================] - 0s 13ms/step >49, 528/693, d1=0.457, d2=0.268 g=2.713 2/2 [==============================] - 0s 14ms/step >49, 529/693, d1=0.413, d2=0.353 g=2.584 2/2 [==============================] - 0s 14ms/step >49, 530/693, d1=0.344, d2=0.406 g=3.899 2/2 [==============================] - 0s 12ms/step >49, 531/693, d1=0.489, d2=0.305 g=2.775 2/2 [==============================] - 0s 12ms/step >49, 532/693, d1=0.569, d2=0.392 g=2.169 2/2 [==============================] - 0s 13ms/step >49, 533/693, d1=0.339, d2=0.412 g=2.782 2/2 [==============================] - 0s 12ms/step >49, 534/693, d1=0.494, d2=0.368 g=2.928 2/2 [==============================] - 0s 13ms/step >49, 535/693, d1=0.356, d2=0.325 g=3.120 2/2 [==============================] - 0s 13ms/step >49, 536/693, d1=0.506, d2=0.349 g=2.544 2/2 [==============================] - 0s 12ms/step >49, 537/693, d1=0.343, d2=0.294 g=2.949 2/2 [==============================] - 0s 15ms/step >49, 538/693, d1=0.449, d2=0.291 g=2.109 2/2 [==============================] - 0s 14ms/step >49, 539/693, d1=0.326, d2=0.329 g=2.508 2/2 [==============================] - 0s 13ms/step >49, 540/693, d1=0.303, d2=0.334 g=2.353 2/2 [==============================] - 0s 14ms/step >49, 541/693, d1=0.608, d2=0.474 g=2.579 2/2 [==============================] - 0s 14ms/step >49, 542/693, d1=0.257, d2=0.314 g=3.421 2/2 [==============================] - 0s 13ms/step >49, 543/693, d1=0.394, d2=0.310 g=3.060 2/2 [==============================] - 0s 14ms/step >49, 544/693, d1=0.414, d2=0.295 g=3.336 2/2 [==============================] - 0s 13ms/step >49, 545/693, d1=0.353, d2=0.378 g=2.817 2/2 [==============================] - 0s 12ms/step >49, 546/693, d1=0.308, d2=0.386 g=2.219 2/2 [==============================] - 0s 13ms/step >49, 547/693, d1=0.315, d2=0.297 g=2.904 2/2 [==============================] - 0s 12ms/step >49, 548/693, d1=0.649, d2=0.262 g=2.460 2/2 [==============================] - 0s 12ms/step >49, 549/693, d1=0.341, d2=0.417 g=3.142 2/2 [==============================] - 0s 13ms/step >49, 550/693, d1=0.508, d2=0.522 g=2.685 2/2 [==============================] - 0s 13ms/step >49, 551/693, d1=0.393, d2=0.368 g=3.081 2/2 [==============================] - 0s 12ms/step >49, 552/693, d1=0.518, d2=0.332 g=2.909 2/2 [==============================] - 0s 13ms/step >49, 553/693, d1=0.362, d2=0.312 g=2.254 2/2 [==============================] - 0s 13ms/step >49, 554/693, d1=0.459, d2=0.302 g=2.793 2/2 [==============================] - 0s 13ms/step >49, 555/693, d1=0.363, d2=0.323 g=2.482 2/2 [==============================] - 0s 14ms/step >49, 556/693, d1=0.334, d2=0.492 g=2.324 2/2 [==============================] - 0s 14ms/step >49, 557/693, d1=0.435, d2=0.357 g=2.298 2/2 [==============================] - 0s 13ms/step >49, 558/693, d1=0.464, d2=0.319 g=3.273 2/2 [==============================] - 0s 14ms/step >49, 559/693, d1=0.307, d2=0.301 g=2.920 2/2 [==============================] - 0s 13ms/step >49, 560/693, d1=0.488, d2=0.307 g=3.083 2/2 [==============================] - 0s 12ms/step >49, 561/693, d1=0.219, d2=0.312 g=2.382 2/2 [==============================] - 0s 13ms/step >49, 562/693, d1=0.530, d2=0.365 g=2.887 2/2 [==============================] - 0s 12ms/step >49, 563/693, d1=0.524, d2=0.267 g=2.718 2/2 [==============================] - 0s 13ms/step >49, 564/693, d1=0.387, d2=0.387 g=3.122 2/2 [==============================] - 0s 15ms/step >49, 565/693, d1=0.367, d2=0.458 g=3.889 2/2 [==============================] - 0s 13ms/step >49, 566/693, d1=0.336, d2=0.211 g=3.301 2/2 [==============================] - 0s 13ms/step >49, 567/693, d1=0.425, d2=0.347 g=2.853 2/2 [==============================] - 0s 13ms/step >49, 568/693, d1=0.408, d2=0.288 g=2.499 2/2 [==============================] - 0s 13ms/step >49, 569/693, d1=0.371, d2=0.345 g=2.339 2/2 [==============================] - 0s 14ms/step >49, 570/693, d1=0.398, d2=0.435 g=2.896 2/2 [==============================] - 0s 11ms/step >49, 571/693, d1=0.380, d2=0.326 g=3.070 2/2 [==============================] - 0s 15ms/step >49, 572/693, d1=0.476, d2=0.320 g=3.595 2/2 [==============================] - 0s 14ms/step >49, 573/693, d1=0.466, d2=0.425 g=3.099 2/2 [==============================] - 0s 13ms/step >49, 574/693, d1=0.495, d2=0.355 g=3.841 2/2 [==============================] - 0s 13ms/step >49, 575/693, d1=0.304, d2=0.335 g=2.835 2/2 [==============================] - 0s 13ms/step >49, 576/693, d1=0.486, d2=0.394 g=2.825 2/2 [==============================] - 0s 11ms/step >49, 577/693, d1=0.335, d2=0.282 g=2.630 2/2 [==============================] - 0s 14ms/step >49, 578/693, d1=0.540, d2=0.330 g=2.423 2/2 [==============================] - 0s 13ms/step >49, 579/693, d1=0.381, d2=0.343 g=3.257 2/2 [==============================] - 0s 12ms/step >49, 580/693, d1=0.380, d2=0.299 g=2.619 2/2 [==============================] - 0s 13ms/step >49, 581/693, d1=0.274, d2=0.308 g=2.265 2/2 [==============================] - 0s 14ms/step >49, 582/693, d1=0.455, d2=0.371 g=2.109 2/2 [==============================] - 0s 13ms/step >49, 583/693, d1=0.447, d2=0.559 g=2.944 2/2 [==============================] - 0s 13ms/step >49, 584/693, d1=0.367, d2=0.385 g=2.661 2/2 [==============================] - 0s 12ms/step >49, 585/693, d1=0.284, d2=0.250 g=2.470 2/2 [==============================] - 0s 13ms/step >49, 586/693, d1=0.537, d2=0.341 g=2.482 2/2 [==============================] - 0s 13ms/step >49, 587/693, d1=0.339, d2=0.360 g=2.696 2/2 [==============================] - 0s 13ms/step >49, 588/693, d1=0.407, d2=0.394 g=3.123 2/2 [==============================] - 0s 13ms/step >49, 589/693, d1=0.439, d2=0.342 g=3.296 2/2 [==============================] - 0s 14ms/step >49, 590/693, d1=0.455, d2=0.382 g=3.195 2/2 [==============================] - 0s 14ms/step >49, 591/693, d1=0.236, d2=0.436 g=2.864 2/2 [==============================] - 0s 12ms/step >49, 592/693, d1=0.587, d2=0.256 g=3.221 2/2 [==============================] - 0s 14ms/step >49, 593/693, d1=0.483, d2=0.374 g=3.306 2/2 [==============================] - 0s 10ms/step >49, 594/693, d1=0.469, d2=0.343 g=3.053 2/2 [==============================] - 0s 12ms/step >49, 595/693, d1=0.381, d2=0.308 g=2.926 2/2 [==============================] - 0s 14ms/step >49, 596/693, d1=0.494, d2=0.336 g=2.084 2/2 [==============================] - 0s 15ms/step >49, 597/693, d1=0.384, d2=0.331 g=2.109 2/2 [==============================] - 0s 15ms/step >49, 598/693, d1=0.320, d2=0.335 g=2.948 2/2 [==============================] - 0s 14ms/step >49, 599/693, d1=0.486, d2=0.353 g=3.080 2/2 [==============================] - 0s 14ms/step >49, 600/693, d1=0.473, d2=0.362 g=2.525 2/2 [==============================] - 0s 15ms/step >49, 601/693, d1=0.528, d2=0.346 g=2.982 2/2 [==============================] - 0s 13ms/step >49, 602/693, d1=0.423, d2=0.304 g=3.361 2/2 [==============================] - 0s 12ms/step >49, 603/693, d1=0.287, d2=0.293 g=3.332 2/2 [==============================] - 0s 13ms/step >49, 604/693, d1=0.397, d2=0.273 g=2.587 2/2 [==============================] - 0s 13ms/step >49, 605/693, d1=0.510, d2=0.328 g=2.961 2/2 [==============================] - 0s 12ms/step >49, 606/693, d1=0.264, d2=0.271 g=2.951 2/2 [==============================] - 0s 14ms/step >49, 607/693, d1=0.435, d2=0.397 g=2.843 2/2 [==============================] - 0s 12ms/step >49, 608/693, d1=0.264, d2=0.390 g=3.449 2/2 [==============================] - 0s 14ms/step >49, 609/693, d1=0.405, d2=0.288 g=3.018 2/2 [==============================] - 0s 14ms/step >49, 610/693, d1=0.504, d2=0.323 g=2.747 2/2 [==============================] - 0s 13ms/step >49, 611/693, d1=0.474, d2=0.451 g=2.798 2/2 [==============================] - 0s 12ms/step >49, 612/693, d1=0.289, d2=0.393 g=2.963 2/2 [==============================] - 0s 15ms/step >49, 613/693, d1=0.502, d2=0.308 g=2.364 2/2 [==============================] - 0s 12ms/step >49, 614/693, d1=0.374, d2=0.360 g=2.401 2/2 [==============================] - 0s 12ms/step >49, 615/693, d1=0.457, d2=0.382 g=2.745 2/2 [==============================] - 0s 13ms/step >49, 616/693, d1=0.575, d2=0.408 g=2.217 2/2 [==============================] - 0s 12ms/step >49, 617/693, d1=0.292, d2=0.381 g=2.872 2/2 [==============================] - 0s 12ms/step >49, 618/693, d1=0.528, d2=0.352 g=2.720 2/2 [==============================] - 0s 12ms/step >49, 619/693, d1=0.464, d2=0.295 g=3.045 2/2 [==============================] - 0s 12ms/step >49, 620/693, d1=0.302, d2=0.405 g=2.663 2/2 [==============================] - 0s 13ms/step >49, 621/693, d1=0.498, d2=0.251 g=2.698 2/2 [==============================] - 0s 15ms/step >49, 622/693, d1=0.321, d2=0.319 g=3.233 2/2 [==============================] - 0s 12ms/step >49, 623/693, d1=0.418, d2=0.396 g=2.692 2/2 [==============================] - 0s 14ms/step >49, 624/693, d1=0.340, d2=0.333 g=3.232 2/2 [==============================] - 0s 12ms/step >49, 625/693, d1=0.522, d2=0.310 g=2.919 2/2 [==============================] - 0s 13ms/step >49, 626/693, d1=0.618, d2=0.416 g=2.969 2/2 [==============================] - 0s 14ms/step >49, 627/693, d1=0.376, d2=0.420 g=3.659 2/2 [==============================] - 0s 12ms/step >49, 628/693, d1=0.445, d2=0.403 g=2.850 2/2 [==============================] - 0s 14ms/step >49, 629/693, d1=0.314, d2=0.321 g=4.135 2/2 [==============================] - 0s 13ms/step >49, 630/693, d1=0.485, d2=0.319 g=3.624 2/2 [==============================] - 0s 12ms/step >49, 631/693, d1=0.392, d2=0.306 g=3.153 2/2 [==============================] - 0s 15ms/step >49, 632/693, d1=0.349, d2=0.261 g=3.241 2/2 [==============================] - 0s 16ms/step >49, 633/693, d1=0.378, d2=0.304 g=2.748 2/2 [==============================] - 0s 12ms/step >49, 634/693, d1=0.310, d2=0.444 g=2.345 2/2 [==============================] - 0s 14ms/step >49, 635/693, d1=0.400, d2=0.382 g=1.978 2/2 [==============================] - 0s 14ms/step >49, 636/693, d1=0.369, d2=0.373 g=3.588 2/2 [==============================] - 0s 13ms/step >49, 637/693, d1=0.461, d2=0.298 g=2.528 2/2 [==============================] - 0s 14ms/step >49, 638/693, d1=0.437, d2=0.369 g=2.471 2/2 [==============================] - 0s 13ms/step >49, 639/693, d1=0.373, d2=0.274 g=3.401 2/2 [==============================] - 0s 13ms/step >49, 640/693, d1=0.410, d2=0.386 g=3.237 2/2 [==============================] - 0s 14ms/step >49, 641/693, d1=0.355, d2=0.395 g=2.481 2/2 [==============================] - 0s 13ms/step >49, 642/693, d1=0.605, d2=0.305 g=4.338 2/2 [==============================] - 0s 12ms/step >49, 643/693, d1=0.306, d2=0.303 g=4.224 2/2 [==============================] - 0s 13ms/step >49, 644/693, d1=0.329, d2=0.115 g=6.397 2/2 [==============================] - 0s 13ms/step >49, 645/693, d1=0.284, d2=0.305 g=3.901 2/2 [==============================] - 0s 14ms/step >49, 646/693, d1=0.331, d2=0.293 g=2.985 2/2 [==============================] - 0s 13ms/step >49, 647/693, d1=0.202, d2=0.183 g=3.386 2/2 [==============================] - 0s 12ms/step >49, 648/693, d1=0.225, d2=0.299 g=3.828 2/2 [==============================] - 0s 14ms/step >49, 649/693, d1=0.317, d2=0.294 g=3.337 2/2 [==============================] - 0s 11ms/step >49, 650/693, d1=0.341, d2=0.290 g=3.413 2/2 [==============================] - 0s 13ms/step >49, 651/693, d1=0.427, d2=0.260 g=2.835 2/2 [==============================] - 0s 14ms/step >49, 652/693, d1=0.384, d2=0.363 g=2.702 2/2 [==============================] - 0s 12ms/step >49, 653/693, d1=0.353, d2=0.359 g=2.570 2/2 [==============================] - 0s 13ms/step >49, 654/693, d1=0.309, d2=0.260 g=3.322 2/2 [==============================] - 0s 13ms/step >49, 655/693, d1=0.428, d2=0.325 g=2.628 2/2 [==============================] - 0s 12ms/step >49, 656/693, d1=0.475, d2=0.344 g=3.244 2/2 [==============================] - 0s 12ms/step >49, 657/693, d1=0.412, d2=0.465 g=2.470 2/2 [==============================] - 0s 13ms/step >49, 658/693, d1=0.321, d2=0.287 g=2.915 2/2 [==============================] - 0s 12ms/step >49, 659/693, d1=0.393, d2=0.320 g=3.838 2/2 [==============================] - 0s 13ms/step >49, 660/693, d1=0.597, d2=0.285 g=3.012 2/2 [==============================] - 0s 13ms/step >49, 661/693, d1=0.317, d2=0.322 g=2.507 2/2 [==============================] - 0s 14ms/step >49, 662/693, d1=0.371, d2=0.414 g=3.613 2/2 [==============================] - 0s 12ms/step >49, 663/693, d1=0.295, d2=0.273 g=3.314 2/2 [==============================] - 0s 13ms/step >49, 664/693, d1=0.397, d2=0.271 g=2.660 2/2 [==============================] - 0s 13ms/step >49, 665/693, d1=0.542, d2=0.385 g=3.289 2/2 [==============================] - 0s 11ms/step >49, 666/693, d1=0.510, d2=0.359 g=2.402 2/2 [==============================] - 0s 13ms/step >49, 667/693, d1=0.468, d2=0.486 g=2.805 2/2 [==============================] - 0s 13ms/step >49, 668/693, d1=0.492, d2=0.319 g=2.393 2/2 [==============================] - 0s 12ms/step >49, 669/693, d1=0.408, d2=0.445 g=2.956 2/2 [==============================] - 0s 13ms/step >49, 670/693, d1=0.400, d2=0.268 g=2.946 2/2 [==============================] - 0s 12ms/step >49, 671/693, d1=0.413, d2=0.310 g=3.387 2/2 [==============================] - 0s 14ms/step >49, 672/693, d1=0.360, d2=0.368 g=2.883 2/2 [==============================] - 0s 12ms/step >49, 673/693, d1=0.425, d2=0.339 g=2.639 2/2 [==============================] - 0s 13ms/step >49, 674/693, d1=0.394, d2=0.311 g=3.134 2/2 [==============================] - 0s 14ms/step >49, 675/693, d1=0.456, d2=0.314 g=2.795 2/2 [==============================] - 0s 14ms/step >49, 676/693, d1=0.442, d2=0.375 g=2.994 2/2 [==============================] - 0s 13ms/step >49, 677/693, d1=0.456, d2=0.425 g=2.297 2/2 [==============================] - 0s 12ms/step >49, 678/693, d1=0.292, d2=0.293 g=2.818 2/2 [==============================] - 0s 12ms/step >49, 679/693, d1=0.469, d2=0.313 g=2.910 2/2 [==============================] - 0s 13ms/step >49, 680/693, d1=0.283, d2=0.578 g=3.301 2/2 [==============================] - 0s 15ms/step >49, 681/693, d1=0.446, d2=0.321 g=3.144 2/2 [==============================] - 0s 13ms/step >49, 682/693, d1=0.460, d2=0.272 g=2.589 2/2 [==============================] - 0s 13ms/step >49, 683/693, d1=0.354, d2=0.231 g=3.265 2/2 [==============================] - 0s 14ms/step >49, 684/693, d1=0.385, d2=0.304 g=2.754 2/2 [==============================] - 0s 12ms/step >49, 685/693, d1=0.342, d2=0.316 g=3.292 2/2 [==============================] - 0s 13ms/step >49, 686/693, d1=0.309, d2=0.233 g=3.492 2/2 [==============================] - 0s 12ms/step >49, 687/693, d1=0.530, d2=0.315 g=2.705 2/2 [==============================] - 0s 12ms/step >49, 688/693, d1=0.330, d2=0.346 g=3.849 2/2 [==============================] - 0s 12ms/step >49, 689/693, d1=0.414, d2=0.390 g=3.648 2/2 [==============================] - 0s 12ms/step >49, 690/693, d1=0.318, d2=0.264 g=2.529 2/2 [==============================] - 0s 12ms/step >49, 691/693, d1=0.343, d2=0.392 g=2.659 2/2 [==============================] - 0s 14ms/step >49, 692/693, d1=0.328, d2=0.321 g=2.245 2/2 [==============================] - 0s 15ms/step >49, 693/693, d1=0.273, d2=0.208 g=3.312 2/2 [==============================] - 0s 13ms/step >50, 1/693, d1=0.423, d2=0.297 g=2.867 2/2 [==============================] - 0s 13ms/step >50, 2/693, d1=0.363, d2=0.334 g=3.535 2/2 [==============================] - 0s 12ms/step >50, 3/693, d1=0.504, d2=0.376 g=3.506 2/2 [==============================] - 0s 12ms/step >50, 4/693, d1=0.312, d2=0.316 g=3.500 2/2 [==============================] - 0s 14ms/step >50, 5/693, d1=0.524, d2=0.378 g=2.803 2/2 [==============================] - 0s 17ms/step >50, 6/693, d1=0.549, d2=0.283 g=3.034 2/2 [==============================] - 0s 12ms/step >50, 7/693, d1=0.420, d2=0.413 g=2.608 2/2 [==============================] - 0s 13ms/step >50, 8/693, d1=0.357, d2=0.248 g=3.527 2/2 [==============================] - 0s 13ms/step >50, 9/693, d1=0.342, d2=0.269 g=3.768 2/2 [==============================] - 0s 12ms/step >50, 10/693, d1=0.479, d2=0.387 g=2.859 2/2 [==============================] - 0s 13ms/step >50, 11/693, d1=0.318, d2=0.482 g=2.687 2/2 [==============================] - 0s 14ms/step >50, 12/693, d1=0.518, d2=0.298 g=3.354 2/2 [==============================] - 0s 13ms/step >50, 13/693, d1=0.337, d2=0.375 g=3.324 2/2 [==============================] - 0s 12ms/step >50, 14/693, d1=0.473, d2=0.413 g=3.240 2/2 [==============================] - 0s 11ms/step >50, 15/693, d1=0.495, d2=0.251 g=4.839 2/2 [==============================] - 0s 13ms/step >50, 16/693, d1=0.298, d2=0.299 g=2.875 2/2 [==============================] - 0s 15ms/step >50, 17/693, d1=0.581, d2=0.341 g=2.458 2/2 [==============================] - 0s 14ms/step >50, 18/693, d1=0.410, d2=0.321 g=2.212 2/2 [==============================] - 0s 13ms/step >50, 19/693, d1=0.344, d2=0.436 g=2.683 2/2 [==============================] - 0s 12ms/step >50, 20/693, d1=0.764, d2=0.423 g=2.287 2/2 [==============================] - 0s 12ms/step >50, 21/693, d1=0.193, d2=0.419 g=2.664 2/2 [==============================] - 0s 13ms/step >50, 22/693, d1=0.456, d2=0.506 g=2.831 2/2 [==============================] - 0s 14ms/step >50, 23/693, d1=0.545, d2=0.305 g=2.720 2/2 [==============================] - 0s 12ms/step >50, 24/693, d1=0.338, d2=0.349 g=3.668 2/2 [==============================] - 0s 13ms/step >50, 25/693, d1=0.271, d2=0.337 g=3.454 2/2 [==============================] - 0s 14ms/step >50, 26/693, d1=0.422, d2=0.372 g=2.204 2/2 [==============================] - 0s 14ms/step >50, 27/693, d1=0.509, d2=0.357 g=3.363 2/2 [==============================] - 0s 13ms/step >50, 28/693, d1=0.460, d2=0.226 g=2.718 2/2 [==============================] - 0s 12ms/step >50, 29/693, d1=0.405, d2=0.303 g=3.188 2/2 [==============================] - 0s 12ms/step >50, 30/693, d1=0.309, d2=0.318 g=3.364 2/2 [==============================] - 0s 14ms/step >50, 31/693, d1=0.503, d2=0.236 g=2.815 2/2 [==============================] - 0s 14ms/step >50, 32/693, d1=0.371, d2=0.274 g=2.665 2/2 [==============================] - 0s 14ms/step >50, 33/693, d1=0.270, d2=0.291 g=2.568 2/2 [==============================] - 0s 13ms/step >50, 34/693, d1=0.428, d2=0.308 g=2.484 2/2 [==============================] - 0s 14ms/step >50, 35/693, d1=0.321, d2=0.357 g=2.657 2/2 [==============================] - 0s 14ms/step >50, 36/693, d1=0.295, d2=0.369 g=2.696 2/2 [==============================] - 0s 16ms/step >50, 37/693, d1=0.516, d2=0.192 g=3.030 2/2 [==============================] - 0s 13ms/step >50, 38/693, d1=0.356, d2=0.376 g=2.923 2/2 [==============================] - 0s 12ms/step >50, 39/693, d1=0.279, d2=0.340 g=3.283 2/2 [==============================] - 0s 14ms/step >50, 40/693, d1=0.423, d2=0.324 g=2.704 2/2 [==============================] - 0s 13ms/step >50, 41/693, d1=0.374, d2=0.283 g=2.705 2/2 [==============================] - 0s 15ms/step >50, 42/693, d1=0.399, d2=0.439 g=3.109 2/2 [==============================] - 0s 14ms/step >50, 43/693, d1=0.472, d2=0.244 g=2.685 2/2 [==============================] - 0s 15ms/step >50, 44/693, d1=0.418, d2=0.424 g=2.778 2/2 [==============================] - 0s 13ms/step >50, 45/693, d1=0.454, d2=0.483 g=3.241 2/2 [==============================] - 0s 13ms/step >50, 46/693, d1=0.518, d2=0.284 g=2.488 2/2 [==============================] - 0s 12ms/step >50, 47/693, d1=0.447, d2=0.429 g=2.129 2/2 [==============================] - 0s 13ms/step >50, 48/693, d1=0.494, d2=0.373 g=2.683 2/2 [==============================] - 0s 12ms/step >50, 49/693, d1=0.363, d2=0.297 g=4.294 2/2 [==============================] - 0s 13ms/step >50, 50/693, d1=0.326, d2=0.326 g=3.961 2/2 [==============================] - 0s 13ms/step >50, 51/693, d1=0.455, d2=0.321 g=3.152 2/2 [==============================] - 0s 11ms/step >50, 52/693, d1=0.382, d2=0.267 g=3.514 2/2 [==============================] - 0s 13ms/step >50, 53/693, d1=0.369, d2=0.412 g=2.710 2/2 [==============================] - 0s 13ms/step >50, 54/693, d1=0.361, d2=0.315 g=3.466 2/2 [==============================] - 0s 13ms/step >50, 55/693, d1=0.338, d2=0.443 g=3.445 2/2 [==============================] - 0s 14ms/step >50, 56/693, d1=0.380, d2=0.259 g=3.949 2/2 [==============================] - 0s 13ms/step >50, 57/693, d1=0.523, d2=0.302 g=2.261 2/2 [==============================] - 0s 13ms/step >50, 58/693, d1=0.450, d2=0.321 g=2.270 2/2 [==============================] - 0s 13ms/step >50, 59/693, d1=0.306, d2=0.328 g=2.967 2/2 [==============================] - 0s 14ms/step >50, 60/693, d1=0.508, d2=0.319 g=4.017 2/2 [==============================] - 0s 13ms/step >50, 61/693, d1=0.397, d2=0.309 g=3.072 2/2 [==============================] - 0s 11ms/step >50, 62/693, d1=0.425, d2=0.259 g=3.518 2/2 [==============================] - 0s 14ms/step >50, 63/693, d1=0.393, d2=0.456 g=2.430 2/2 [==============================] - 0s 12ms/step >50, 64/693, d1=0.475, d2=0.310 g=4.142 2/2 [==============================] - 0s 14ms/step >50, 65/693, d1=0.471, d2=0.360 g=3.493 2/2 [==============================] - 0s 14ms/step >50, 66/693, d1=0.413, d2=0.372 g=3.506 2/2 [==============================] - 0s 14ms/step >50, 67/693, d1=0.506, d2=0.384 g=3.004 2/2 [==============================] - 0s 13ms/step >50, 68/693, d1=0.386, d2=0.281 g=2.773 2/2 [==============================] - 0s 14ms/step >50, 69/693, d1=0.530, d2=0.365 g=3.398 2/2 [==============================] - 0s 20ms/step >50, 70/693, d1=0.463, d2=0.374 g=2.811 2/2 [==============================] - 0s 14ms/step >50, 71/693, d1=0.437, d2=0.376 g=2.116 2/2 [==============================] - 0s 12ms/step >50, 72/693, d1=0.323, d2=0.422 g=2.728 2/2 [==============================] - 0s 13ms/step >50, 73/693, d1=0.459, d2=0.312 g=2.742 2/2 [==============================] - 0s 15ms/step >50, 74/693, d1=0.526, d2=0.257 g=2.914 2/2 [==============================] - 0s 12ms/step >50, 75/693, d1=0.398, d2=0.366 g=2.896 2/2 [==============================] - 0s 12ms/step >50, 76/693, d1=0.327, d2=0.321 g=3.087 2/2 [==============================] - 0s 12ms/step >50, 77/693, d1=0.552, d2=0.476 g=2.916 2/2 [==============================] - 0s 13ms/step >50, 78/693, d1=0.317, d2=0.332 g=1.935 2/2 [==============================] - 0s 12ms/step >50, 79/693, d1=0.354, d2=0.457 g=2.750 2/2 [==============================] - 0s 13ms/step >50, 80/693, d1=0.389, d2=0.243 g=2.847 2/2 [==============================] - 0s 13ms/step >50, 81/693, d1=0.340, d2=0.316 g=2.292 2/2 [==============================] - 0s 13ms/step >50, 82/693, d1=0.479, d2=0.389 g=2.459 2/2 [==============================] - 0s 11ms/step >50, 83/693, d1=0.367, d2=0.291 g=2.290 2/2 [==============================] - 0s 12ms/step >50, 84/693, d1=0.328, d2=0.317 g=2.457 2/2 [==============================] - 0s 14ms/step >50, 85/693, d1=0.373, d2=0.297 g=2.639 2/2 [==============================] - 0s 13ms/step >50, 86/693, d1=0.382, d2=0.280 g=2.443 2/2 [==============================] - 0s 13ms/step >50, 87/693, d1=0.363, d2=0.369 g=3.273 2/2 [==============================] - 0s 13ms/step >50, 88/693, d1=0.364, d2=0.226 g=3.006 2/2 [==============================] - 0s 14ms/step >50, 89/693, d1=0.409, d2=0.237 g=2.513 2/2 [==============================] - 0s 15ms/step >50, 90/693, d1=0.495, d2=0.469 g=2.712 2/2 [==============================] - 0s 13ms/step >50, 91/693, d1=0.419, d2=0.403 g=2.318 2/2 [==============================] - 0s 14ms/step >50, 92/693, d1=0.263, d2=0.358 g=2.446 2/2 [==============================] - 0s 14ms/step >50, 93/693, d1=0.463, d2=0.319 g=3.184 2/2 [==============================] - 0s 12ms/step >50, 94/693, d1=0.456, d2=0.327 g=2.497 2/2 [==============================] - 0s 12ms/step >50, 95/693, d1=0.409, d2=0.298 g=2.522 2/2 [==============================] - 0s 13ms/step >50, 96/693, d1=0.480, d2=0.315 g=2.367 2/2 [==============================] - 0s 13ms/step >50, 97/693, d1=0.331, d2=0.380 g=2.787 2/2 [==============================] - 0s 13ms/step >50, 98/693, d1=0.454, d2=0.370 g=3.953 2/2 [==============================] - 0s 11ms/step >50, 99/693, d1=0.445, d2=0.279 g=3.129 2/2 [==============================] - 0s 12ms/step >50, 100/693, d1=0.412, d2=0.313 g=2.451 2/2 [==============================] - 0s 13ms/step >50, 101/693, d1=0.447, d2=0.307 g=2.873 2/2 [==============================] - 0s 13ms/step >50, 102/693, d1=0.460, d2=0.404 g=5.129 2/2 [==============================] - 0s 16ms/step >50, 103/693, d1=0.317, d2=0.460 g=3.069 2/2 [==============================] - 0s 13ms/step >50, 104/693, d1=0.298, d2=0.331 g=2.402 2/2 [==============================] - 0s 14ms/step >50, 105/693, d1=0.493, d2=0.276 g=3.580 2/2 [==============================] - 0s 14ms/step >50, 106/693, d1=0.414, d2=0.329 g=4.145 2/2 [==============================] - 0s 12ms/step >50, 107/693, d1=0.328, d2=0.290 g=2.899 2/2 [==============================] - 0s 14ms/step >50, 108/693, d1=0.453, d2=0.391 g=3.876 2/2 [==============================] - 0s 13ms/step >50, 109/693, d1=0.433, d2=0.324 g=2.347 2/2 [==============================] - 0s 12ms/step >50, 110/693, d1=0.328, d2=0.287 g=3.154 2/2 [==============================] - 0s 14ms/step >50, 111/693, d1=0.377, d2=0.344 g=2.788 2/2 [==============================] - 0s 12ms/step >50, 112/693, d1=0.444, d2=0.298 g=3.127 2/2 [==============================] - 0s 12ms/step >50, 113/693, d1=0.437, d2=0.415 g=3.078 2/2 [==============================] - 0s 12ms/step >50, 114/693, d1=0.451, d2=0.399 g=3.415 2/2 [==============================] - 0s 15ms/step >50, 115/693, d1=0.277, d2=0.373 g=4.272 2/2 [==============================] - 0s 13ms/step >50, 116/693, d1=0.501, d2=0.343 g=4.465 2/2 [==============================] - 0s 13ms/step >50, 117/693, d1=0.439, d2=0.344 g=4.165 2/2 [==============================] - 0s 12ms/step >50, 118/693, d1=0.500, d2=0.382 g=2.882 2/2 [==============================] - 0s 12ms/step >50, 119/693, d1=0.283, d2=0.313 g=4.023 2/2 [==============================] - 0s 13ms/step >50, 120/693, d1=0.236, d2=0.254 g=3.086 2/2 [==============================] - 0s 13ms/step >50, 121/693, d1=0.447, d2=0.308 g=2.815 2/2 [==============================] - 0s 14ms/step >50, 122/693, d1=0.481, d2=0.337 g=2.684 2/2 [==============================] - 0s 13ms/step >50, 123/693, d1=0.302, d2=0.282 g=5.983 2/2 [==============================] - 0s 14ms/step >50, 124/693, d1=0.472, d2=0.351 g=3.944 2/2 [==============================] - 0s 14ms/step >50, 125/693, d1=0.428, d2=0.223 g=4.857 2/2 [==============================] - 0s 12ms/step >50, 126/693, d1=0.279, d2=0.325 g=3.640 2/2 [==============================] - 0s 13ms/step >50, 127/693, d1=0.426, d2=0.262 g=3.144 2/2 [==============================] - 0s 12ms/step >50, 128/693, d1=0.449, d2=0.401 g=3.973 2/2 [==============================] - 0s 12ms/step >50, 129/693, d1=0.356, d2=0.365 g=4.407 2/2 [==============================] - 0s 15ms/step >50, 130/693, d1=0.406, d2=0.303 g=3.880 2/2 [==============================] - 0s 12ms/step >50, 131/693, d1=0.316, d2=0.351 g=2.326 2/2 [==============================] - 0s 12ms/step >50, 132/693, d1=0.367, d2=0.391 g=2.324 2/2 [==============================] - 0s 13ms/step >50, 133/693, d1=0.280, d2=0.388 g=3.668 2/2 [==============================] - 0s 13ms/step >50, 134/693, d1=0.465, d2=0.243 g=2.574 2/2 [==============================] - 0s 14ms/step >50, 135/693, d1=0.460, d2=0.243 g=3.355 2/2 [==============================] - 0s 12ms/step >50, 136/693, d1=0.295, d2=0.434 g=2.964 2/2 [==============================] - 0s 12ms/step >50, 137/693, d1=0.383, d2=0.208 g=4.242 2/2 [==============================] - 0s 12ms/step >50, 138/693, d1=0.398, d2=0.465 g=3.368 2/2 [==============================] - 0s 13ms/step >50, 139/693, d1=0.440, d2=0.334 g=4.084 2/2 [==============================] - 0s 12ms/step >50, 140/693, d1=0.514, d2=0.436 g=2.866 2/2 [==============================] - 0s 12ms/step >50, 141/693, d1=0.357, d2=0.317 g=3.715 2/2 [==============================] - 0s 13ms/step >50, 142/693, d1=0.459, d2=0.324 g=3.216 2/2 [==============================] - 0s 12ms/step >50, 143/693, d1=0.357, d2=0.311 g=4.522 2/2 [==============================] - 0s 13ms/step >50, 144/693, d1=0.381, d2=0.261 g=3.135 2/2 [==============================] - 0s 12ms/step >50, 145/693, d1=0.334, d2=0.276 g=4.035 2/2 [==============================] - 0s 13ms/step >50, 146/693, d1=0.414, d2=0.461 g=3.827 2/2 [==============================] - 0s 12ms/step >50, 147/693, d1=0.353, d2=0.344 g=3.375 2/2 [==============================] - 0s 13ms/step >50, 148/693, d1=0.522, d2=0.304 g=3.492 2/2 [==============================] - 0s 12ms/step >50, 149/693, d1=0.325, d2=0.260 g=2.985 2/2 [==============================] - 0s 13ms/step >50, 150/693, d1=0.418, d2=0.342 g=2.116 2/2 [==============================] - 0s 13ms/step >50, 151/693, d1=0.505, d2=0.311 g=2.783 2/2 [==============================] - 0s 13ms/step >50, 152/693, d1=0.314, d2=0.421 g=3.563 2/2 [==============================] - 0s 14ms/step >50, 153/693, d1=0.297, d2=0.265 g=3.510 2/2 [==============================] - 0s 12ms/step >50, 154/693, d1=0.332, d2=0.322 g=3.702 2/2 [==============================] - 0s 14ms/step >50, 155/693, d1=0.508, d2=0.346 g=2.980 2/2 [==============================] - 0s 14ms/step >50, 156/693, d1=0.396, d2=0.343 g=4.625 2/2 [==============================] - 0s 12ms/step >50, 157/693, d1=0.252, d2=0.313 g=3.211 2/2 [==============================] - 0s 13ms/step >50, 158/693, d1=0.320, d2=0.411 g=4.086 2/2 [==============================] - 0s 13ms/step >50, 159/693, d1=0.453, d2=0.326 g=4.020 2/2 [==============================] - 0s 13ms/step >50, 160/693, d1=0.488, d2=0.237 g=3.172 2/2 [==============================] - 0s 13ms/step >50, 161/693, d1=0.397, d2=0.352 g=3.794 2/2 [==============================] - 0s 13ms/step >50, 162/693, d1=0.445, d2=0.316 g=3.101 2/2 [==============================] - 0s 13ms/step >50, 163/693, d1=0.441, d2=0.348 g=2.574 2/2 [==============================] - 0s 13ms/step >50, 164/693, d1=0.295, d2=0.329 g=3.278 2/2 [==============================] - 0s 13ms/step >50, 165/693, d1=0.483, d2=0.284 g=3.972 2/2 [==============================] - 0s 13ms/step >50, 166/693, d1=0.382, d2=0.303 g=3.253 2/2 [==============================] - 0s 13ms/step >50, 167/693, d1=0.359, d2=0.373 g=3.432 2/2 [==============================] - 0s 14ms/step >50, 168/693, d1=0.451, d2=0.286 g=3.177 2/2 [==============================] - 0s 18ms/step >50, 169/693, d1=0.505, d2=0.447 g=3.493 2/2 [==============================] - 0s 13ms/step >50, 170/693, d1=0.304, d2=0.441 g=5.132 2/2 [==============================] - 0s 14ms/step >50, 171/693, d1=0.488, d2=0.267 g=3.313 2/2 [==============================] - 0s 11ms/step >50, 172/693, d1=0.378, d2=0.361 g=3.556 2/2 [==============================] - 0s 14ms/step >50, 173/693, d1=0.503, d2=0.344 g=3.057 2/2 [==============================] - 0s 13ms/step >50, 174/693, d1=0.351, d2=0.436 g=2.757 2/2 [==============================] - 0s 14ms/step >50, 175/693, d1=0.281, d2=0.240 g=3.404 2/2 [==============================] - 0s 13ms/step >50, 176/693, d1=0.497, d2=0.252 g=2.853 2/2 [==============================] - 0s 13ms/step >50, 177/693, d1=0.471, d2=0.293 g=2.226 2/2 [==============================] - 0s 13ms/step >50, 178/693, d1=0.291, d2=0.437 g=2.834 2/2 [==============================] - 0s 13ms/step >50, 179/693, d1=0.423, d2=0.304 g=3.482 2/2 [==============================] - 0s 13ms/step >50, 180/693, d1=0.350, d2=0.399 g=3.042 2/2 [==============================] - 0s 12ms/step >50, 181/693, d1=0.329, d2=0.220 g=3.184 2/2 [==============================] - 0s 13ms/step >50, 182/693, d1=0.491, d2=0.266 g=2.926 2/2 [==============================] - 0s 13ms/step >50, 183/693, d1=0.314, d2=0.449 g=3.248 2/2 [==============================] - 0s 13ms/step >50, 184/693, d1=0.374, d2=0.261 g=3.217 2/2 [==============================] - 0s 13ms/step >50, 185/693, d1=0.295, d2=0.242 g=4.601 2/2 [==============================] - 0s 13ms/step >50, 186/693, d1=0.367, d2=0.347 g=2.722 2/2 [==============================] - 0s 13ms/step >50, 187/693, d1=0.284, d2=0.410 g=2.632 2/2 [==============================] - 0s 13ms/step >50, 188/693, d1=0.248, d2=0.235 g=4.152 2/2 [==============================] - 0s 11ms/step >50, 189/693, d1=0.489, d2=0.344 g=3.820 2/2 [==============================] - 0s 13ms/step >50, 190/693, d1=0.590, d2=0.357 g=4.002 2/2 [==============================] - 0s 13ms/step >50, 191/693, d1=0.379, d2=0.437 g=3.766 2/2 [==============================] - 0s 11ms/step >50, 192/693, d1=0.506, d2=0.433 g=3.614 2/2 [==============================] - 0s 21ms/step >50, 193/693, d1=0.379, d2=0.246 g=2.289 2/2 [==============================] - 0s 13ms/step >50, 194/693, d1=0.489, d2=0.383 g=3.623 2/2 [==============================] - 0s 14ms/step >50, 195/693, d1=0.578, d2=0.335 g=3.463 2/2 [==============================] - 0s 14ms/step >50, 196/693, d1=0.445, d2=0.523 g=3.162 2/2 [==============================] - 0s 16ms/step >50, 197/693, d1=0.423, d2=0.226 g=2.682 2/2 [==============================] - 0s 13ms/step >50, 198/693, d1=0.589, d2=0.348 g=1.974 2/2 [==============================] - 0s 13ms/step >50, 199/693, d1=0.362, d2=0.374 g=2.619 2/2 [==============================] - 0s 13ms/step >50, 200/693, d1=0.351, d2=0.455 g=2.920 2/2 [==============================] - 0s 13ms/step >50, 201/693, d1=0.466, d2=0.324 g=3.050 2/2 [==============================] - 0s 13ms/step >50, 202/693, d1=0.495, d2=0.303 g=3.123 2/2 [==============================] - 0s 12ms/step >50, 203/693, d1=0.329, d2=0.342 g=2.471 2/2 [==============================] - 0s 12ms/step >50, 204/693, d1=0.443, d2=0.358 g=2.548 2/2 [==============================] - 0s 13ms/step >50, 205/693, d1=0.416, d2=0.394 g=3.392 2/2 [==============================] - 0s 14ms/step >50, 206/693, d1=0.477, d2=0.322 g=1.856 2/2 [==============================] - 0s 13ms/step >50, 207/693, d1=0.567, d2=0.398 g=2.643 2/2 [==============================] - 0s 14ms/step >50, 208/693, d1=0.333, d2=0.264 g=2.350 2/2 [==============================] - 0s 13ms/step >50, 209/693, d1=0.353, d2=0.438 g=3.527 2/2 [==============================] - 0s 13ms/step >50, 210/693, d1=0.429, d2=0.264 g=2.631 2/2 [==============================] - 0s 13ms/step >50, 211/693, d1=0.439, d2=0.302 g=3.755 2/2 [==============================] - 0s 15ms/step >50, 212/693, d1=0.438, d2=0.325 g=2.302 2/2 [==============================] - 0s 13ms/step >50, 213/693, d1=0.524, d2=0.404 g=3.003 2/2 [==============================] - 0s 12ms/step >50, 214/693, d1=0.241, d2=0.314 g=2.590 2/2 [==============================] - 0s 13ms/step >50, 215/693, d1=0.482, d2=0.311 g=4.121 2/2 [==============================] - 0s 12ms/step >50, 216/693, d1=0.425, d2=0.267 g=2.522 2/2 [==============================] - 0s 11ms/step >50, 217/693, d1=0.399, d2=0.273 g=3.146 2/2 [==============================] - 0s 14ms/step >50, 218/693, d1=0.436, d2=0.360 g=2.204 2/2 [==============================] - 0s 12ms/step >50, 219/693, d1=0.333, d2=0.500 g=2.088 2/2 [==============================] - 0s 11ms/step >50, 220/693, d1=0.429, d2=0.288 g=3.585 2/2 [==============================] - 0s 14ms/step >50, 221/693, d1=0.503, d2=0.324 g=3.737 2/2 [==============================] - 0s 14ms/step >50, 222/693, d1=0.325, d2=0.377 g=2.938 2/2 [==============================] - 0s 12ms/step >50, 223/693, d1=0.303, d2=0.285 g=2.595 2/2 [==============================] - 0s 13ms/step >50, 224/693, d1=0.573, d2=0.310 g=2.757 2/2 [==============================] - 0s 12ms/step >50, 225/693, d1=0.446, d2=0.333 g=3.198 2/2 [==============================] - 0s 14ms/step >50, 226/693, d1=0.471, d2=0.377 g=2.820 2/2 [==============================] - 0s 14ms/step >50, 227/693, d1=0.426, d2=0.322 g=2.513 2/2 [==============================] - 0s 12ms/step >50, 228/693, d1=0.502, d2=0.370 g=3.822 2/2 [==============================] - 0s 11ms/step >50, 229/693, d1=0.471, d2=0.407 g=2.184 2/2 [==============================] - 0s 11ms/step >50, 230/693, d1=0.345, d2=0.449 g=2.848 2/2 [==============================] - 0s 13ms/step >50, 231/693, d1=0.363, d2=0.232 g=2.900 2/2 [==============================] - 0s 14ms/step >50, 232/693, d1=0.466, d2=0.364 g=3.216 2/2 [==============================] - 0s 11ms/step >50, 233/693, d1=0.385, d2=0.298 g=2.763 2/2 [==============================] - 0s 12ms/step >50, 234/693, d1=0.500, d2=0.261 g=2.844 2/2 [==============================] - 0s 13ms/step >50, 235/693, d1=0.353, d2=0.371 g=3.128 2/2 [==============================] - 0s 12ms/step >50, 236/693, d1=0.354, d2=0.334 g=2.986 2/2 [==============================] - 0s 13ms/step >50, 237/693, d1=0.413, d2=0.226 g=3.269 2/2 [==============================] - 0s 13ms/step >50, 238/693, d1=0.440, d2=0.296 g=2.655 2/2 [==============================] - 0s 13ms/step >50, 239/693, d1=0.415, d2=0.413 g=1.988 2/2 [==============================] - 0s 14ms/step >50, 240/693, d1=0.537, d2=0.457 g=4.031 2/2 [==============================] - 0s 13ms/step >50, 241/693, d1=0.288, d2=0.307 g=2.819 2/2 [==============================] - 0s 14ms/step >50, 242/693, d1=0.508, d2=0.231 g=3.076 2/2 [==============================] - 0s 13ms/step >50, 243/693, d1=0.400, d2=0.326 g=3.277 2/2 [==============================] - 0s 12ms/step >50, 244/693, d1=0.373, d2=0.403 g=3.193 2/2 [==============================] - 0s 12ms/step >50, 245/693, d1=0.380, d2=0.405 g=2.847 2/2 [==============================] - 0s 13ms/step >50, 246/693, d1=0.331, d2=0.288 g=4.128 2/2 [==============================] - 0s 13ms/step >50, 247/693, d1=0.440, d2=0.368 g=3.233 2/2 [==============================] - 0s 13ms/step >50, 248/693, d1=0.393, d2=0.291 g=2.900 2/2 [==============================] - 0s 14ms/step >50, 249/693, d1=0.360, d2=0.401 g=2.364 2/2 [==============================] - 0s 13ms/step >50, 250/693, d1=0.403, d2=0.288 g=3.012 2/2 [==============================] - 0s 13ms/step >50, 251/693, d1=0.361, d2=0.320 g=3.283 2/2 [==============================] - 0s 14ms/step >50, 252/693, d1=0.348, d2=0.201 g=3.146 2/2 [==============================] - 0s 13ms/step >50, 253/693, d1=0.526, d2=0.479 g=3.183 2/2 [==============================] - 0s 13ms/step >50, 254/693, d1=0.417, d2=0.278 g=2.732 2/2 [==============================] - 0s 13ms/step >50, 255/693, d1=0.425, d2=0.514 g=2.739 2/2 [==============================] - 0s 13ms/step >50, 256/693, d1=0.459, d2=0.333 g=3.141 2/2 [==============================] - 0s 13ms/step >50, 257/693, d1=0.342, d2=0.305 g=2.611 2/2 [==============================] - 0s 13ms/step >50, 258/693, d1=0.468, d2=0.343 g=3.589 2/2 [==============================] - 0s 13ms/step >50, 259/693, d1=0.375, d2=0.379 g=3.903 2/2 [==============================] - 0s 12ms/step >50, 260/693, d1=0.293, d2=0.353 g=3.803 2/2 [==============================] - 0s 13ms/step >50, 261/693, d1=0.391, d2=0.246 g=2.993 2/2 [==============================] - 0s 12ms/step >50, 262/693, d1=0.517, d2=0.349 g=3.131 2/2 [==============================] - 0s 12ms/step >50, 263/693, d1=0.298, d2=0.304 g=3.757 2/2 [==============================] - 0s 13ms/step >50, 264/693, d1=0.465, d2=0.394 g=2.595 2/2 [==============================] - 0s 13ms/step >50, 265/693, d1=0.427, d2=0.462 g=3.200 2/2 [==============================] - 0s 14ms/step >50, 266/693, d1=0.265, d2=0.355 g=3.107 2/2 [==============================] - 0s 13ms/step >50, 267/693, d1=0.350, d2=0.278 g=3.135 2/2 [==============================] - 0s 14ms/step >50, 268/693, d1=0.369, d2=0.313 g=3.301 2/2 [==============================] - 0s 13ms/step >50, 269/693, d1=0.592, d2=0.285 g=3.009 2/2 [==============================] - 0s 13ms/step >50, 270/693, d1=0.450, d2=0.350 g=3.683 2/2 [==============================] - 0s 13ms/step >50, 271/693, d1=0.359, d2=0.344 g=2.818 2/2 [==============================] - 0s 13ms/step >50, 272/693, d1=0.514, d2=0.382 g=3.458 2/2 [==============================] - 0s 14ms/step >50, 273/693, d1=0.448, d2=0.347 g=2.864 2/2 [==============================] - 0s 12ms/step >50, 274/693, d1=0.357, d2=0.317 g=3.965 2/2 [==============================] - 0s 12ms/step >50, 275/693, d1=0.390, d2=0.425 g=3.393 2/2 [==============================] - 0s 12ms/step >50, 276/693, d1=0.499, d2=0.301 g=3.331 2/2 [==============================] - 0s 12ms/step >50, 277/693, d1=0.435, d2=0.349 g=2.298 2/2 [==============================] - 0s 14ms/step >50, 278/693, d1=0.393, d2=0.377 g=3.408 2/2 [==============================] - 0s 13ms/step >50, 279/693, d1=0.434, d2=0.390 g=2.829 2/2 [==============================] - 0s 13ms/step >50, 280/693, d1=0.327, d2=0.317 g=3.133 2/2 [==============================] - 0s 12ms/step >50, 281/693, d1=0.482, d2=0.353 g=3.832 2/2 [==============================] - 0s 13ms/step >50, 282/693, d1=0.312, d2=0.320 g=4.453 2/2 [==============================] - 0s 13ms/step >50, 283/693, d1=0.442, d2=0.394 g=2.202 2/2 [==============================] - 0s 14ms/step >50, 284/693, d1=0.448, d2=0.352 g=2.562 2/2 [==============================] - 0s 18ms/step >50, 285/693, d1=0.460, d2=0.385 g=3.980 2/2 [==============================] - 0s 12ms/step >50, 286/693, d1=0.407, d2=0.270 g=4.356 2/2 [==============================] - 0s 14ms/step >50, 287/693, d1=0.415, d2=0.327 g=3.554 2/2 [==============================] - 0s 12ms/step >50, 288/693, d1=0.238, d2=0.349 g=4.543 2/2 [==============================] - 0s 13ms/step >50, 289/693, d1=0.392, d2=0.358 g=2.591 2/2 [==============================] - 0s 13ms/step >50, 290/693, d1=0.382, d2=0.375 g=3.423 2/2 [==============================] - 0s 12ms/step >50, 291/693, d1=0.425, d2=0.352 g=3.586 2/2 [==============================] - 0s 12ms/step >50, 292/693, d1=0.468, d2=0.444 g=4.093 2/2 [==============================] - 0s 14ms/step >50, 293/693, d1=0.412, d2=0.266 g=3.450 2/2 [==============================] - 0s 12ms/step >50, 294/693, d1=0.325, d2=0.282 g=3.599 2/2 [==============================] - 0s 14ms/step >50, 295/693, d1=0.454, d2=0.316 g=2.929 2/2 [==============================] - 0s 13ms/step >50, 296/693, d1=0.349, d2=0.391 g=3.960 2/2 [==============================] - 0s 12ms/step >50, 297/693, d1=0.435, d2=0.278 g=3.994 2/2 [==============================] - 0s 12ms/step >50, 298/693, d1=0.522, d2=0.326 g=4.669 2/2 [==============================] - 0s 12ms/step >50, 299/693, d1=0.503, d2=0.353 g=2.822 2/2 [==============================] - 0s 13ms/step >50, 300/693, d1=0.557, d2=0.377 g=2.815 2/2 [==============================] - 0s 12ms/step >50, 301/693, d1=0.349, d2=0.369 g=1.911 2/2 [==============================] - 0s 16ms/step >50, 302/693, d1=0.412, d2=0.311 g=2.658 2/2 [==============================] - 0s 13ms/step >50, 303/693, d1=0.338, d2=0.349 g=2.894 2/2 [==============================] - 0s 13ms/step >50, 304/693, d1=0.261, d2=0.327 g=3.355 2/2 [==============================] - 0s 13ms/step >50, 305/693, d1=0.380, d2=0.252 g=4.109 2/2 [==============================] - 0s 13ms/step >50, 306/693, d1=0.328, d2=0.205 g=2.434 2/2 [==============================] - 0s 14ms/step >50, 307/693, d1=0.282, d2=0.337 g=5.671 2/2 [==============================] - 0s 15ms/step >50, 308/693, d1=0.347, d2=0.263 g=4.980 2/2 [==============================] - 0s 12ms/step >50, 309/693, d1=0.379, d2=0.324 g=2.709 2/2 [==============================] - 0s 11ms/step >50, 310/693, d1=0.305, d2=0.351 g=3.959 2/2 [==============================] - 0s 13ms/step >50, 311/693, d1=0.244, d2=0.335 g=3.437 2/2 [==============================] - 0s 12ms/step >50, 312/693, d1=0.567, d2=0.399 g=3.309 2/2 [==============================] - 0s 13ms/step >50, 313/693, d1=0.322, d2=0.384 g=3.192 2/2 [==============================] - 0s 12ms/step >50, 314/693, d1=0.391, d2=0.368 g=2.666 2/2 [==============================] - 0s 12ms/step >50, 315/693, d1=0.468, d2=0.239 g=2.625 2/2 [==============================] - 0s 13ms/step >50, 316/693, d1=0.366, d2=0.312 g=3.127 2/2 [==============================] - 0s 13ms/step >50, 317/693, d1=0.540, d2=0.270 g=2.998 2/2 [==============================] - 0s 12ms/step >50, 318/693, d1=0.411, d2=0.311 g=2.421 2/2 [==============================] - 0s 13ms/step >50, 319/693, d1=0.477, d2=0.353 g=2.446 2/2 [==============================] - 0s 15ms/step >50, 320/693, d1=0.373, d2=0.354 g=2.161 2/2 [==============================] - 0s 15ms/step >50, 321/693, d1=0.517, d2=0.467 g=2.761 2/2 [==============================] - 0s 13ms/step >50, 322/693, d1=0.426, d2=0.362 g=3.592 2/2 [==============================] - 0s 13ms/step >50, 323/693, d1=0.406, d2=0.343 g=3.774 2/2 [==============================] - 0s 15ms/step >50, 324/693, d1=0.208, d2=0.205 g=3.414 2/2 [==============================] - 0s 13ms/step >50, 325/693, d1=0.297, d2=0.405 g=3.931 2/2 [==============================] - 0s 13ms/step >50, 326/693, d1=0.537, d2=0.251 g=2.833 2/2 [==============================] - 0s 12ms/step >50, 327/693, d1=0.428, d2=0.480 g=3.401 2/2 [==============================] - 0s 13ms/step >50, 328/693, d1=0.540, d2=0.317 g=3.970 2/2 [==============================] - 0s 13ms/step >50, 329/693, d1=0.404, d2=0.444 g=2.952 2/2 [==============================] - 0s 14ms/step >50, 330/693, d1=0.567, d2=0.268 g=3.186 2/2 [==============================] - 0s 13ms/step >50, 331/693, d1=0.393, d2=0.342 g=4.642 2/2 [==============================] - 0s 14ms/step >50, 332/693, d1=0.337, d2=0.319 g=4.326 2/2 [==============================] - 0s 12ms/step >50, 333/693, d1=0.528, d2=0.301 g=3.913 2/2 [==============================] - 0s 13ms/step >50, 334/693, d1=0.430, d2=0.380 g=4.383 2/2 [==============================] - 0s 14ms/step >50, 335/693, d1=0.346, d2=0.363 g=3.893 2/2 [==============================] - 0s 13ms/step >50, 336/693, d1=0.384, d2=0.287 g=2.111 2/2 [==============================] - 0s 12ms/step >50, 337/693, d1=0.223, d2=0.430 g=5.499 2/2 [==============================] - 0s 14ms/step >50, 338/693, d1=0.566, d2=0.281 g=4.319 2/2 [==============================] - 0s 12ms/step >50, 339/693, d1=0.220, d2=0.354 g=4.169 2/2 [==============================] - 0s 13ms/step >50, 340/693, d1=0.493, d2=0.251 g=4.250 2/2 [==============================] - 0s 14ms/step >50, 341/693, d1=0.408, d2=0.467 g=3.846 2/2 [==============================] - 0s 12ms/step >50, 342/693, d1=0.345, d2=0.311 g=3.603 2/2 [==============================] - 0s 14ms/step >50, 343/693, d1=0.503, d2=0.316 g=2.998 2/2 [==============================] - 0s 13ms/step >50, 344/693, d1=0.405, d2=0.407 g=3.301 2/2 [==============================] - 0s 12ms/step >50, 345/693, d1=0.369, d2=0.294 g=3.047 2/2 [==============================] - 0s 14ms/step >50, 346/693, d1=0.474, d2=0.391 g=4.185 2/2 [==============================] - 0s 12ms/step >50, 347/693, d1=0.417, d2=0.391 g=2.769 2/2 [==============================] - 0s 13ms/step >50, 348/693, d1=0.370, d2=0.349 g=3.416 2/2 [==============================] - 0s 13ms/step >50, 349/693, d1=0.473, d2=0.296 g=3.641 2/2 [==============================] - 0s 22ms/step >50, 350/693, d1=0.341, d2=0.434 g=3.333 2/2 [==============================] - 0s 14ms/step >50, 351/693, d1=0.534, d2=0.269 g=2.547 2/2 [==============================] - 0s 12ms/step >50, 352/693, d1=0.409, d2=0.336 g=3.402 2/2 [==============================] - 0s 14ms/step >50, 353/693, d1=0.440, d2=0.431 g=4.928 2/2 [==============================] - 0s 14ms/step >50, 354/693, d1=0.537, d2=0.317 g=4.585 2/2 [==============================] - 0s 13ms/step >50, 355/693, d1=0.459, d2=0.334 g=2.999 2/2 [==============================] - 0s 13ms/step >50, 356/693, d1=0.307, d2=0.391 g=3.350 2/2 [==============================] - 0s 12ms/step >50, 357/693, d1=0.492, d2=0.345 g=3.207 2/2 [==============================] - 0s 12ms/step >50, 358/693, d1=0.469, d2=0.330 g=2.042 2/2 [==============================] - 0s 13ms/step >50, 359/693, d1=0.389, d2=0.357 g=3.036 2/2 [==============================] - 0s 13ms/step >50, 360/693, d1=0.433, d2=0.442 g=3.001 2/2 [==============================] - 0s 14ms/step >50, 361/693, d1=0.470, d2=0.346 g=1.892 2/2 [==============================] - 0s 14ms/step >50, 362/693, d1=0.390, d2=0.325 g=4.019 2/2 [==============================] - 0s 13ms/step >50, 363/693, d1=0.262, d2=0.237 g=3.826 2/2 [==============================] - 0s 13ms/step >50, 364/693, d1=0.470, d2=0.348 g=2.224 2/2 [==============================] - 0s 14ms/step >50, 365/693, d1=0.419, d2=0.395 g=3.209 2/2 [==============================] - 0s 12ms/step >50, 366/693, d1=0.384, d2=0.321 g=3.800 2/2 [==============================] - 0s 12ms/step >50, 367/693, d1=0.387, d2=0.337 g=4.243 2/2 [==============================] - 0s 14ms/step >50, 368/693, d1=0.460, d2=0.321 g=3.571 2/2 [==============================] - 0s 14ms/step >50, 369/693, d1=0.400, d2=0.476 g=3.275 2/2 [==============================] - 0s 13ms/step >50, 370/693, d1=0.352, d2=0.228 g=2.808 2/2 [==============================] - 0s 13ms/step >50, 371/693, d1=0.509, d2=0.277 g=4.311 2/2 [==============================] - 0s 12ms/step >50, 372/693, d1=0.404, d2=0.407 g=3.170 2/2 [==============================] - 0s 11ms/step >50, 373/693, d1=0.400, d2=0.357 g=3.285 2/2 [==============================] - 0s 14ms/step >50, 374/693, d1=0.423, d2=0.312 g=3.216 2/2 [==============================] - 0s 13ms/step >50, 375/693, d1=0.544, d2=0.308 g=3.641 2/2 [==============================] - 0s 12ms/step >50, 376/693, d1=0.363, d2=0.479 g=3.545 2/2 [==============================] - 0s 13ms/step >50, 377/693, d1=0.525, d2=0.392 g=3.245 2/2 [==============================] - 0s 13ms/step >50, 378/693, d1=0.435, d2=0.294 g=3.024 2/2 [==============================] - 0s 14ms/step >50, 379/693, d1=0.393, d2=0.256 g=3.026 2/2 [==============================] - 0s 12ms/step >50, 380/693, d1=0.426, d2=0.389 g=2.454 2/2 [==============================] - 0s 13ms/step >50, 381/693, d1=0.360, d2=0.544 g=3.067 2/2 [==============================] - 0s 13ms/step >50, 382/693, d1=0.365, d2=0.305 g=2.796 2/2 [==============================] - 0s 13ms/step >50, 383/693, d1=0.439, d2=0.340 g=4.843 2/2 [==============================] - 0s 14ms/step >50, 384/693, d1=0.372, d2=0.265 g=2.413 2/2 [==============================] - 0s 13ms/step >50, 385/693, d1=0.233, d2=0.348 g=3.245 2/2 [==============================] - 0s 13ms/step >50, 386/693, d1=0.213, d2=0.291 g=3.811 2/2 [==============================] - 0s 14ms/step >50, 387/693, d1=0.363, d2=0.289 g=2.947 2/2 [==============================] - 0s 13ms/step >50, 388/693, d1=0.601, d2=0.195 g=3.095 2/2 [==============================] - 0s 13ms/step >50, 389/693, d1=0.359, d2=0.493 g=2.824 2/2 [==============================] - 0s 11ms/step >50, 390/693, d1=0.265, d2=0.333 g=3.023 2/2 [==============================] - 0s 12ms/step >50, 391/693, d1=0.421, d2=0.356 g=2.993 2/2 [==============================] - 0s 14ms/step >50, 392/693, d1=0.405, d2=0.229 g=2.427 2/2 [==============================] - 0s 12ms/step >50, 393/693, d1=0.488, d2=0.478 g=2.080 2/2 [==============================] - 0s 14ms/step >50, 394/693, d1=0.383, d2=0.303 g=2.943 2/2 [==============================] - 0s 14ms/step >50, 395/693, d1=0.503, d2=0.350 g=3.128 2/2 [==============================] - 0s 12ms/step >50, 396/693, d1=0.436, d2=0.378 g=2.770 2/2 [==============================] - 0s 13ms/step >50, 397/693, d1=0.411, d2=0.370 g=3.154 2/2 [==============================] - 0s 11ms/step >50, 398/693, d1=0.309, d2=0.280 g=2.943 2/2 [==============================] - 0s 13ms/step >50, 399/693, d1=0.431, d2=0.295 g=3.515 2/2 [==============================] - 0s 15ms/step >50, 400/693, d1=0.524, d2=0.376 g=4.213 2/2 [==============================] - 0s 11ms/step >50, 401/693, d1=0.266, d2=0.429 g=3.077 2/2 [==============================] - 0s 14ms/step >50, 402/693, d1=0.483, d2=0.521 g=4.653 2/2 [==============================] - 0s 14ms/step >50, 403/693, d1=0.445, d2=0.420 g=2.016 2/2 [==============================] - 0s 13ms/step >50, 404/693, d1=0.336, d2=0.288 g=2.400 2/2 [==============================] - 0s 12ms/step >50, 405/693, d1=0.368, d2=0.291 g=3.870 2/2 [==============================] - 0s 13ms/step >50, 406/693, d1=0.444, d2=0.377 g=3.692 2/2 [==============================] - 0s 13ms/step >50, 407/693, d1=0.391, d2=0.342 g=3.638 2/2 [==============================] - 0s 12ms/step >50, 408/693, d1=0.263, d2=0.255 g=4.077 2/2 [==============================] - 0s 13ms/step >50, 409/693, d1=0.388, d2=0.356 g=4.751 2/2 [==============================] - 0s 13ms/step >50, 410/693, d1=0.380, d2=0.297 g=3.644 2/2 [==============================] - 0s 14ms/step >50, 411/693, d1=0.494, d2=0.343 g=4.947 2/2 [==============================] - 0s 14ms/step >50, 412/693, d1=0.416, d2=0.281 g=3.324 2/2 [==============================] - 0s 13ms/step >50, 413/693, d1=0.410, d2=0.314 g=4.536 2/2 [==============================] - 0s 12ms/step >50, 414/693, d1=0.330, d2=0.366 g=4.545 2/2 [==============================] - 0s 12ms/step >50, 415/693, d1=0.384, d2=0.250 g=3.035 2/2 [==============================] - 0s 13ms/step >50, 416/693, d1=0.498, d2=0.402 g=3.562 2/2 [==============================] - 0s 14ms/step >50, 417/693, d1=0.379, d2=0.282 g=3.094 2/2 [==============================] - 0s 12ms/step >50, 418/693, d1=0.456, d2=0.358 g=4.322 2/2 [==============================] - 0s 11ms/step >50, 419/693, d1=0.389, d2=0.390 g=3.380 2/2 [==============================] - 0s 13ms/step >50, 420/693, d1=0.566, d2=0.269 g=3.005 2/2 [==============================] - 0s 13ms/step >50, 421/693, d1=0.270, d2=0.389 g=4.015 2/2 [==============================] - 0s 13ms/step >50, 422/693, d1=0.357, d2=0.244 g=3.289 2/2 [==============================] - 0s 12ms/step >50, 423/693, d1=0.419, d2=0.340 g=2.269 2/2 [==============================] - 0s 14ms/step >50, 424/693, d1=0.459, d2=0.399 g=3.940 2/2 [==============================] - 0s 11ms/step >50, 425/693, d1=0.307, d2=0.388 g=2.219 2/2 [==============================] - 0s 12ms/step >50, 426/693, d1=0.493, d2=0.306 g=2.654 2/2 [==============================] - 0s 14ms/step >50, 427/693, d1=0.388, d2=0.421 g=2.631 2/2 [==============================] - 0s 13ms/step >50, 428/693, d1=0.444, d2=0.402 g=4.505 2/2 [==============================] - 0s 12ms/step >50, 429/693, d1=0.301, d2=0.463 g=3.400 2/2 [==============================] - 0s 12ms/step >50, 430/693, d1=0.346, d2=0.330 g=4.452 2/2 [==============================] - 0s 14ms/step >50, 431/693, d1=0.516, d2=0.266 g=4.658 2/2 [==============================] - 0s 12ms/step >50, 432/693, d1=0.388, d2=0.364 g=3.319 2/2 [==============================] - 0s 7ms/step >50, 433/693, d1=0.366, d2=0.308 g=3.211 2/2 [==============================] - 0s 13ms/step >50, 434/693, d1=0.383, d2=0.255 g=3.287 2/2 [==============================] - 0s 12ms/step >50, 435/693, d1=0.368, d2=0.271 g=3.467 2/2 [==============================] - 0s 12ms/step >50, 436/693, d1=0.441, d2=0.305 g=2.852 2/2 [==============================] - 0s 13ms/step >50, 437/693, d1=0.416, d2=0.388 g=2.898 2/2 [==============================] - 0s 13ms/step >50, 438/693, d1=0.425, d2=0.323 g=3.849 2/2 [==============================] - 0s 14ms/step >50, 439/693, d1=0.273, d2=0.474 g=3.025 2/2 [==============================] - 0s 12ms/step >50, 440/693, d1=0.230, d2=0.264 g=3.594 2/2 [==============================] - 0s 14ms/step >50, 441/693, d1=0.754, d2=0.334 g=2.770 2/2 [==============================] - 0s 12ms/step >50, 442/693, d1=0.337, d2=0.437 g=3.098 2/2 [==============================] - 0s 14ms/step >50, 443/693, d1=0.433, d2=0.331 g=3.870 2/2 [==============================] - 0s 13ms/step >50, 444/693, d1=0.467, d2=0.335 g=3.192 2/2 [==============================] - 0s 13ms/step >50, 445/693, d1=0.422, d2=0.403 g=2.900 2/2 [==============================] - 0s 14ms/step >50, 446/693, d1=0.234, d2=0.244 g=3.018 2/2 [==============================] - 0s 15ms/step >50, 447/693, d1=0.206, d2=0.372 g=3.574 2/2 [==============================] - 0s 12ms/step >50, 448/693, d1=0.406, d2=0.239 g=3.192 2/2 [==============================] - 0s 14ms/step >50, 449/693, d1=0.440, d2=0.339 g=3.385 2/2 [==============================] - 0s 13ms/step >50, 450/693, d1=0.440, d2=0.377 g=2.608 2/2 [==============================] - 0s 15ms/step >50, 451/693, d1=0.365, d2=0.314 g=3.826 2/2 [==============================] - 0s 12ms/step >50, 452/693, d1=0.368, d2=0.417 g=3.065 2/2 [==============================] - 0s 14ms/step >50, 453/693, d1=0.435, d2=0.371 g=3.486 2/2 [==============================] - 0s 14ms/step >50, 454/693, d1=0.590, d2=0.278 g=3.547 2/2 [==============================] - 0s 11ms/step >50, 455/693, d1=0.340, d2=0.419 g=3.682 2/2 [==============================] - 0s 14ms/step >50, 456/693, d1=0.474, d2=0.385 g=3.846 2/2 [==============================] - 0s 12ms/step >50, 457/693, d1=0.667, d2=0.308 g=2.701 2/2 [==============================] - 0s 13ms/step >50, 458/693, d1=0.468, d2=0.348 g=3.061 2/2 [==============================] - 0s 14ms/step >50, 459/693, d1=0.356, d2=0.302 g=3.274 2/2 [==============================] - 0s 13ms/step >50, 460/693, d1=0.343, d2=0.358 g=2.346 2/2 [==============================] - 0s 13ms/step >50, 461/693, d1=0.417, d2=0.302 g=3.988 2/2 [==============================] - 0s 13ms/step >50, 462/693, d1=0.357, d2=0.281 g=4.282 2/2 [==============================] - 0s 13ms/step >50, 463/693, d1=0.606, d2=0.356 g=3.245 2/2 [==============================] - 0s 13ms/step >50, 464/693, d1=0.382, d2=0.280 g=2.601 2/2 [==============================] - 0s 15ms/step >50, 465/693, d1=0.379, d2=0.347 g=2.332 2/2 [==============================] - 0s 13ms/step >50, 466/693, d1=0.321, d2=0.328 g=4.098 2/2 [==============================] - 0s 12ms/step >50, 467/693, d1=0.449, d2=0.357 g=4.522 2/2 [==============================] - 0s 12ms/step >50, 468/693, d1=0.395, d2=0.416 g=3.532 2/2 [==============================] - 0s 13ms/step >50, 469/693, d1=0.491, d2=0.443 g=3.240 2/2 [==============================] - 0s 15ms/step >50, 470/693, d1=0.303, d2=0.316 g=2.798 2/2 [==============================] - 0s 13ms/step >50, 471/693, d1=0.401, d2=0.294 g=2.972 2/2 [==============================] - 0s 13ms/step >50, 472/693, d1=0.347, d2=0.303 g=4.145 2/2 [==============================] - 0s 12ms/step >50, 473/693, d1=0.268, d2=0.386 g=3.176 2/2 [==============================] - 0s 16ms/step >50, 474/693, d1=0.495, d2=0.215 g=3.809 2/2 [==============================] - 0s 13ms/step >50, 475/693, d1=0.433, d2=0.369 g=3.353 2/2 [==============================] - 0s 14ms/step >50, 476/693, d1=0.254, d2=0.426 g=3.483 2/2 [==============================] - 0s 13ms/step >50, 477/693, d1=0.623, d2=0.311 g=3.921 2/2 [==============================] - 0s 13ms/step >50, 478/693, d1=0.367, d2=0.433 g=3.169 2/2 [==============================] - 0s 11ms/step >50, 479/693, d1=0.338, d2=0.312 g=3.729 2/2 [==============================] - 0s 13ms/step >50, 480/693, d1=0.508, d2=0.369 g=2.457 2/2 [==============================] - 0s 14ms/step >50, 481/693, d1=0.408, d2=0.267 g=3.420 2/2 [==============================] - 0s 11ms/step >50, 482/693, d1=0.361, d2=0.247 g=3.545 2/2 [==============================] - 0s 13ms/step >50, 483/693, d1=0.352, d2=0.393 g=4.034 2/2 [==============================] - 0s 12ms/step >50, 484/693, d1=0.449, d2=0.307 g=2.813 2/2 [==============================] - 0s 13ms/step >50, 485/693, d1=0.451, d2=0.448 g=4.153 2/2 [==============================] - 0s 13ms/step >50, 486/693, d1=0.441, d2=0.445 g=3.267 2/2 [==============================] - 0s 12ms/step >50, 487/693, d1=0.454, d2=0.297 g=3.885 2/2 [==============================] - 0s 14ms/step >50, 488/693, d1=0.582, d2=0.394 g=2.628 2/2 [==============================] - 0s 13ms/step >50, 489/693, d1=0.445, d2=0.422 g=2.130 2/2 [==============================] - 0s 12ms/step >50, 490/693, d1=0.449, d2=0.334 g=3.213 2/2 [==============================] - 0s 13ms/step >50, 491/693, d1=0.409, d2=0.370 g=3.534 2/2 [==============================] - 0s 12ms/step >50, 492/693, d1=0.389, d2=0.346 g=3.388 2/2 [==============================] - 0s 13ms/step >50, 493/693, d1=0.501, d2=0.389 g=3.725 2/2 [==============================] - 0s 12ms/step >50, 494/693, d1=0.382, d2=0.270 g=2.451 2/2 [==============================] - 0s 14ms/step >50, 495/693, d1=0.336, d2=0.324 g=4.141 2/2 [==============================] - 0s 11ms/step >50, 496/693, d1=0.356, d2=0.330 g=3.702 2/2 [==============================] - 0s 12ms/step >50, 497/693, d1=0.403, d2=0.322 g=3.197 2/2 [==============================] - 0s 11ms/step >50, 498/693, d1=0.468, d2=0.310 g=3.715 2/2 [==============================] - 0s 12ms/step >50, 499/693, d1=0.502, d2=0.337 g=3.309 2/2 [==============================] - 0s 13ms/step >50, 500/693, d1=0.515, d2=0.387 g=2.695 2/2 [==============================] - 0s 13ms/step >50, 501/693, d1=0.425, d2=0.330 g=2.870 2/2 [==============================] - 0s 13ms/step >50, 502/693, d1=0.345, d2=0.406 g=3.294 2/2 [==============================] - 0s 13ms/step >50, 503/693, d1=0.379, d2=0.422 g=3.396 2/2 [==============================] - 0s 15ms/step >50, 504/693, d1=0.458, d2=0.373 g=4.193 2/2 [==============================] - 0s 13ms/step >50, 505/693, d1=0.387, d2=0.310 g=3.419 2/2 [==============================] - 0s 12ms/step >50, 506/693, d1=0.397, d2=0.373 g=1.938 2/2 [==============================] - 0s 13ms/step >50, 507/693, d1=0.399, d2=0.284 g=3.603 2/2 [==============================] - 0s 13ms/step >50, 508/693, d1=0.385, d2=0.402 g=3.057 2/2 [==============================] - 0s 13ms/step >50, 509/693, d1=0.398, d2=0.314 g=3.185 2/2 [==============================] - 0s 14ms/step >50, 510/693, d1=0.491, d2=0.307 g=4.004 2/2 [==============================] - 0s 13ms/step >50, 511/693, d1=0.489, d2=0.381 g=2.749 2/2 [==============================] - 0s 14ms/step >50, 512/693, d1=0.373, d2=0.404 g=3.541 2/2 [==============================] - 0s 14ms/step >50, 513/693, d1=0.436, d2=0.249 g=2.261 2/2 [==============================] - 0s 13ms/step >50, 514/693, d1=0.368, d2=0.308 g=3.094 2/2 [==============================] - 0s 14ms/step >50, 515/693, d1=0.435, d2=0.424 g=4.275 2/2 [==============================] - 0s 13ms/step >50, 516/693, d1=0.463, d2=0.309 g=2.822 2/2 [==============================] - 0s 13ms/step >50, 517/693, d1=0.359, d2=0.360 g=4.441 2/2 [==============================] - 0s 12ms/step >50, 518/693, d1=0.391, d2=0.347 g=3.268 2/2 [==============================] - 0s 14ms/step >50, 519/693, d1=0.281, d2=0.319 g=4.124 2/2 [==============================] - 0s 14ms/step >50, 520/693, d1=0.570, d2=0.228 g=2.301 2/2 [==============================] - 0s 14ms/step >50, 521/693, d1=0.410, d2=0.326 g=2.492 2/2 [==============================] - 0s 13ms/step >50, 522/693, d1=0.291, d2=0.373 g=4.047 2/2 [==============================] - 0s 13ms/step >50, 523/693, d1=0.369, d2=0.260 g=3.927 2/2 [==============================] - 0s 12ms/step >50, 524/693, d1=0.359, d2=0.426 g=3.504 2/2 [==============================] - 0s 14ms/step >50, 525/693, d1=0.420, d2=0.250 g=3.213 2/2 [==============================] - 0s 14ms/step >50, 526/693, d1=0.372, d2=0.333 g=4.363 2/2 [==============================] - 0s 12ms/step >50, 527/693, d1=0.451, d2=0.425 g=4.524 2/2 [==============================] - 0s 16ms/step >50, 528/693, d1=0.303, d2=0.242 g=4.794 2/2 [==============================] - 0s 9ms/step >50, 529/693, d1=0.344, d2=0.283 g=2.895 2/2 [==============================] - 0s 12ms/step >50, 530/693, d1=0.549, d2=0.432 g=3.064 2/2 [==============================] - 0s 12ms/step >50, 531/693, d1=0.543, d2=0.349 g=2.649 2/2 [==============================] - 0s 11ms/step >50, 532/693, d1=0.557, d2=0.335 g=2.813 2/2 [==============================] - 0s 13ms/step >50, 533/693, d1=0.358, d2=0.413 g=3.121 2/2 [==============================] - 0s 12ms/step >50, 534/693, d1=0.416, d2=0.332 g=3.035 2/2 [==============================] - 0s 14ms/step >50, 535/693, d1=0.373, d2=0.379 g=2.901 2/2 [==============================] - 0s 12ms/step >50, 536/693, d1=0.372, d2=0.313 g=2.416 2/2 [==============================] - 0s 13ms/step >50, 537/693, d1=0.322, d2=0.357 g=3.339 2/2 [==============================] - 0s 13ms/step >50, 538/693, d1=0.350, d2=0.312 g=2.460 2/2 [==============================] - 0s 12ms/step >50, 539/693, d1=0.474, d2=0.383 g=3.115 2/2 [==============================] - 0s 13ms/step >50, 540/693, d1=0.402, d2=0.244 g=3.353 2/2 [==============================] - 0s 13ms/step >50, 541/693, d1=0.422, d2=0.442 g=3.480 2/2 [==============================] - 0s 13ms/step >50, 542/693, d1=0.676, d2=0.389 g=2.431 2/2 [==============================] - 0s 13ms/step >50, 543/693, d1=0.364, d2=0.487 g=2.420 2/2 [==============================] - 0s 13ms/step >50, 544/693, d1=0.385, d2=0.331 g=3.124 2/2 [==============================] - 0s 12ms/step >50, 545/693, d1=0.465, d2=0.236 g=2.904 2/2 [==============================] - 0s 13ms/step >50, 546/693, d1=0.443, d2=0.414 g=1.892 2/2 [==============================] - 0s 13ms/step >50, 547/693, d1=0.519, d2=0.315 g=3.479 2/2 [==============================] - 0s 13ms/step >50, 548/693, d1=0.406, d2=0.330 g=3.604 2/2 [==============================] - 0s 14ms/step >50, 549/693, d1=0.350, d2=0.441 g=3.992 2/2 [==============================] - 0s 13ms/step >50, 550/693, d1=0.528, d2=0.266 g=3.833 2/2 [==============================] - 0s 14ms/step >50, 551/693, d1=0.304, d2=0.337 g=2.428 2/2 [==============================] - 0s 11ms/step >50, 552/693, d1=0.442, d2=0.439 g=3.347 2/2 [==============================] - 0s 14ms/step >50, 553/693, d1=0.396, d2=0.438 g=3.183 2/2 [==============================] - 0s 15ms/step >50, 554/693, d1=0.315, d2=0.353 g=3.697 2/2 [==============================] - 0s 12ms/step >50, 555/693, d1=0.401, d2=0.297 g=3.487 2/2 [==============================] - 0s 15ms/step >50, 556/693, d1=0.448, d2=0.371 g=3.480 2/2 [==============================] - 0s 12ms/step >50, 557/693, d1=0.343, d2=0.277 g=2.773 2/2 [==============================] - 0s 13ms/step >50, 558/693, d1=0.405, d2=0.319 g=3.549 2/2 [==============================] - 0s 13ms/step >50, 559/693, d1=0.327, d2=0.248 g=2.601 2/2 [==============================] - 0s 13ms/step >50, 560/693, d1=0.266, d2=0.324 g=2.801 2/2 [==============================] - 0s 14ms/step >50, 561/693, d1=0.327, d2=0.356 g=3.818 2/2 [==============================] - 0s 13ms/step >50, 562/693, d1=0.456, d2=0.394 g=2.354 2/2 [==============================] - 0s 13ms/step >50, 563/693, d1=0.315, d2=0.328 g=2.913 2/2 [==============================] - 0s 13ms/step >50, 564/693, d1=0.397, d2=0.434 g=2.214 2/2 [==============================] - 0s 12ms/step >50, 565/693, d1=0.376, d2=0.287 g=3.618 2/2 [==============================] - 0s 13ms/step >50, 566/693, d1=0.381, d2=0.336 g=3.729 2/2 [==============================] - 0s 13ms/step >50, 567/693, d1=0.355, d2=0.365 g=2.536 2/2 [==============================] - 0s 13ms/step >50, 568/693, d1=0.501, d2=0.357 g=2.580 2/2 [==============================] - 0s 26ms/step >50, 569/693, d1=0.422, d2=0.333 g=3.417 2/2 [==============================] - 0s 13ms/step >50, 570/693, d1=0.304, d2=0.306 g=2.996 2/2 [==============================] - 0s 12ms/step >50, 571/693, d1=0.543, d2=0.394 g=4.555 2/2 [==============================] - 0s 13ms/step >50, 572/693, d1=0.526, d2=0.383 g=2.175 2/2 [==============================] - 0s 11ms/step >50, 573/693, d1=0.358, d2=0.289 g=2.851 2/2 [==============================] - 0s 12ms/step >50, 574/693, d1=0.585, d2=0.549 g=2.639 2/2 [==============================] - 0s 13ms/step >50, 575/693, d1=0.439, d2=0.386 g=3.227 2/2 [==============================] - 0s 11ms/step >50, 576/693, d1=0.372, d2=0.339 g=3.354 2/2 [==============================] - 0s 13ms/step >50, 577/693, d1=0.382, d2=0.374 g=3.957 2/2 [==============================] - 0s 11ms/step >50, 578/693, d1=0.443, d2=0.259 g=4.537 2/2 [==============================] - 0s 13ms/step >50, 579/693, d1=0.417, d2=0.317 g=3.240 2/2 [==============================] - 0s 14ms/step >50, 580/693, d1=0.348, d2=0.326 g=3.535 2/2 [==============================] - 0s 13ms/step >50, 581/693, d1=0.417, d2=0.334 g=3.562 2/2 [==============================] - 0s 12ms/step >50, 582/693, d1=0.343, d2=0.389 g=2.188 2/2 [==============================] - 0s 12ms/step >50, 583/693, d1=0.376, d2=0.364 g=3.014 2/2 [==============================] - 0s 13ms/step >50, 584/693, d1=0.383, d2=0.262 g=2.692 2/2 [==============================] - 0s 12ms/step >50, 585/693, d1=0.464, d2=0.364 g=1.723 2/2 [==============================] - 0s 14ms/step >50, 586/693, d1=0.301, d2=0.295 g=3.444 2/2 [==============================] - 0s 13ms/step >50, 587/693, d1=0.355, d2=0.311 g=2.438 2/2 [==============================] - 0s 12ms/step >50, 588/693, d1=0.282, d2=0.356 g=3.021 2/2 [==============================] - 0s 13ms/step >50, 589/693, d1=0.525, d2=0.248 g=4.237 2/2 [==============================] - 0s 12ms/step >50, 590/693, d1=0.412, d2=0.340 g=3.236 2/2 [==============================] - 0s 14ms/step >50, 591/693, d1=0.346, d2=0.366 g=2.930 2/2 [==============================] - 0s 13ms/step >50, 592/693, d1=0.476, d2=0.322 g=2.785 2/2 [==============================] - 0s 14ms/step >50, 593/693, d1=0.315, d2=0.343 g=4.017 2/2 [==============================] - 0s 11ms/step >50, 594/693, d1=0.405, d2=0.337 g=3.294 2/2 [==============================] - 0s 12ms/step >50, 595/693, d1=0.377, d2=0.368 g=3.549 2/2 [==============================] - 0s 14ms/step >50, 596/693, d1=0.417, d2=0.259 g=2.975 2/2 [==============================] - 0s 12ms/step >50, 597/693, d1=0.350, d2=0.354 g=2.803 2/2 [==============================] - 0s 13ms/step >50, 598/693, d1=0.291, d2=0.254 g=2.834 2/2 [==============================] - 0s 11ms/step >50, 599/693, d1=0.450, d2=0.344 g=3.223 2/2 [==============================] - 0s 12ms/step >50, 600/693, d1=0.512, d2=0.296 g=3.391 2/2 [==============================] - 0s 13ms/step >50, 601/693, d1=0.330, d2=0.330 g=3.272 2/2 [==============================] - 0s 14ms/step >50, 602/693, d1=0.435, d2=0.286 g=3.793 2/2 [==============================] - 0s 14ms/step >50, 603/693, d1=0.561, d2=0.370 g=2.942 2/2 [==============================] - 0s 14ms/step >50, 604/693, d1=0.342, d2=0.397 g=3.872 2/2 [==============================] - 0s 13ms/step >50, 605/693, d1=0.250, d2=0.357 g=5.378 2/2 [==============================] - 0s 14ms/step >50, 606/693, d1=0.361, d2=0.322 g=6.639 2/2 [==============================] - 0s 12ms/step >50, 607/693, d1=0.508, d2=0.199 g=3.780 2/2 [==============================] - 0s 15ms/step >50, 608/693, d1=0.486, d2=0.367 g=4.009 2/2 [==============================] - 0s 12ms/step >50, 609/693, d1=0.350, d2=0.424 g=2.512 2/2 [==============================] - 0s 13ms/step >50, 610/693, d1=0.355, d2=0.301 g=3.642 2/2 [==============================] - 0s 13ms/step >50, 611/693, d1=0.631, d2=0.319 g=4.654 2/2 [==============================] - 0s 11ms/step >50, 612/693, d1=0.403, d2=0.301 g=2.601 2/2 [==============================] - 0s 12ms/step >50, 613/693, d1=0.297, d2=0.334 g=2.538 2/2 [==============================] - 0s 14ms/step >50, 614/693, d1=0.652, d2=0.306 g=2.984 2/2 [==============================] - 0s 14ms/step >50, 615/693, d1=0.360, d2=0.264 g=2.577 2/2 [==============================] - 0s 13ms/step >50, 616/693, d1=0.312, d2=0.453 g=3.363 2/2 [==============================] - 0s 14ms/step >50, 617/693, d1=0.377, d2=0.399 g=2.545 2/2 [==============================] - 0s 15ms/step >50, 618/693, d1=0.458, d2=0.256 g=2.671 2/2 [==============================] - 0s 12ms/step >50, 619/693, d1=0.310, d2=0.340 g=4.384 2/2 [==============================] - 0s 13ms/step >50, 620/693, d1=0.377, d2=0.315 g=2.644 2/2 [==============================] - 0s 13ms/step >50, 621/693, d1=0.405, d2=0.302 g=3.530 2/2 [==============================] - 0s 13ms/step >50, 622/693, d1=0.494, d2=0.392 g=3.893 2/2 [==============================] - 0s 13ms/step >50, 623/693, d1=0.406, d2=0.328 g=3.482 2/2 [==============================] - 0s 12ms/step >50, 624/693, d1=0.616, d2=0.309 g=3.516 2/2 [==============================] - 0s 12ms/step >50, 625/693, d1=0.420, d2=0.409 g=3.569 2/2 [==============================] - 0s 12ms/step >50, 626/693, d1=0.389, d2=0.295 g=2.382 2/2 [==============================] - 0s 13ms/step >50, 627/693, d1=0.360, d2=0.354 g=2.979 2/2 [==============================] - 0s 12ms/step >50, 628/693, d1=0.424, d2=0.346 g=4.026 2/2 [==============================] - 0s 17ms/step >50, 629/693, d1=0.495, d2=0.558 g=3.209 2/2 [==============================] - 0s 15ms/step >50, 630/693, d1=0.559, d2=0.297 g=3.090 2/2 [==============================] - 0s 13ms/step >50, 631/693, d1=0.348, d2=0.337 g=2.295 2/2 [==============================] - 0s 14ms/step >50, 632/693, d1=0.379, d2=0.378 g=2.300 2/2 [==============================] - 0s 13ms/step >50, 633/693, d1=0.349, d2=0.443 g=2.991 2/2 [==============================] - 0s 13ms/step >50, 634/693, d1=0.363, d2=0.424 g=1.875 2/2 [==============================] - 0s 12ms/step >50, 635/693, d1=0.241, d2=0.260 g=3.827 2/2 [==============================] - 0s 13ms/step >50, 636/693, d1=0.549, d2=0.280 g=2.394 2/2 [==============================] - 0s 13ms/step >50, 637/693, d1=0.465, d2=0.413 g=2.983 2/2 [==============================] - 0s 14ms/step >50, 638/693, d1=0.423, d2=0.264 g=4.189 2/2 [==============================] - 0s 12ms/step >50, 639/693, d1=0.275, d2=0.429 g=3.714 2/2 [==============================] - 0s 14ms/step >50, 640/693, d1=0.417, d2=0.415 g=3.394 2/2 [==============================] - 0s 11ms/step >50, 641/693, d1=0.403, d2=0.228 g=4.980 2/2 [==============================] - 0s 12ms/step >50, 642/693, d1=0.444, d2=0.296 g=3.615 2/2 [==============================] - 0s 12ms/step >50, 643/693, d1=0.373, d2=0.336 g=4.945 2/2 [==============================] - 0s 12ms/step >50, 644/693, d1=0.223, d2=0.314 g=4.595 2/2 [==============================] - 0s 12ms/step >50, 645/693, d1=0.457, d2=0.419 g=3.583 2/2 [==============================] - 0s 12ms/step >50, 646/693, d1=0.435, d2=0.311 g=3.327 2/2 [==============================] - 0s 11ms/step >50, 647/693, d1=0.455, d2=0.262 g=3.312 2/2 [==============================] - 0s 12ms/step >50, 648/693, d1=0.537, d2=0.517 g=4.375 2/2 [==============================] - 0s 14ms/step >50, 649/693, d1=0.355, d2=0.409 g=4.857 2/2 [==============================] - 0s 12ms/step >50, 650/693, d1=0.301, d2=0.209 g=3.467 2/2 [==============================] - 0s 13ms/step >50, 651/693, d1=0.293, d2=0.274 g=3.568 2/2 [==============================] - 0s 17ms/step >50, 652/693, d1=0.536, d2=0.395 g=2.923 2/2 [==============================] - 0s 11ms/step >50, 653/693, d1=0.343, d2=0.318 g=3.243 2/2 [==============================] - 0s 12ms/step >50, 654/693, d1=0.606, d2=0.404 g=3.959 2/2 [==============================] - 0s 14ms/step >50, 655/693, d1=0.543, d2=0.474 g=3.236 2/2 [==============================] - 0s 12ms/step >50, 656/693, d1=0.452, d2=0.289 g=4.361 2/2 [==============================] - 0s 13ms/step >50, 657/693, d1=0.531, d2=0.363 g=4.311 2/2 [==============================] - 0s 13ms/step >50, 658/693, d1=0.404, d2=0.273 g=3.114 2/2 [==============================] - 0s 13ms/step >50, 659/693, d1=0.370, d2=0.372 g=2.980 2/2 [==============================] - 0s 14ms/step >50, 660/693, d1=0.376, d2=0.403 g=3.585 2/2 [==============================] - 0s 12ms/step >50, 661/693, d1=0.448, d2=0.444 g=3.323 2/2 [==============================] - 0s 13ms/step >50, 662/693, d1=0.363, d2=0.448 g=3.380 2/2 [==============================] - 0s 12ms/step >50, 663/693, d1=0.542, d2=0.325 g=3.122 2/2 [==============================] - 0s 12ms/step >50, 664/693, d1=0.328, d2=0.329 g=2.386 2/2 [==============================] - 0s 13ms/step >50, 665/693, d1=0.457, d2=0.332 g=3.571 2/2 [==============================] - 0s 13ms/step >50, 666/693, d1=0.426, d2=0.331 g=3.487 2/2 [==============================] - 0s 12ms/step >50, 667/693, d1=0.427, d2=0.340 g=2.746 2/2 [==============================] - 0s 13ms/step >50, 668/693, d1=0.444, d2=0.243 g=3.467 2/2 [==============================] - 0s 11ms/step >50, 669/693, d1=0.370, d2=0.406 g=3.480 2/2 [==============================] - 0s 13ms/step >50, 670/693, d1=0.332, d2=0.302 g=3.776 2/2 [==============================] - 0s 13ms/step >50, 671/693, d1=0.391, d2=0.457 g=2.621 2/2 [==============================] - 0s 12ms/step >50, 672/693, d1=0.342, d2=0.328 g=3.085 2/2 [==============================] - 0s 13ms/step >50, 673/693, d1=0.533, d2=0.287 g=3.115 2/2 [==============================] - 0s 14ms/step >50, 674/693, d1=0.362, d2=0.366 g=2.730 2/2 [==============================] - 0s 12ms/step >50, 675/693, d1=0.478, d2=0.248 g=3.243 2/2 [==============================] - 0s 14ms/step >50, 676/693, d1=0.343, d2=0.313 g=2.975 2/2 [==============================] - 0s 15ms/step >50, 677/693, d1=0.473, d2=0.326 g=3.772 2/2 [==============================] - 0s 12ms/step >50, 678/693, d1=0.467, d2=0.366 g=3.379 2/2 [==============================] - 0s 12ms/step >50, 679/693, d1=0.460, d2=0.368 g=2.738 2/2 [==============================] - 0s 10ms/step >50, 680/693, d1=0.457, d2=0.413 g=2.514 2/2 [==============================] - 0s 15ms/step >50, 681/693, d1=0.563, d2=0.238 g=2.227 2/2 [==============================] - 0s 14ms/step >50, 682/693, d1=0.401, d2=0.395 g=2.698 2/2 [==============================] - 0s 13ms/step >50, 683/693, d1=0.350, d2=0.306 g=3.038 2/2 [==============================] - 0s 13ms/step >50, 684/693, d1=0.360, d2=0.391 g=3.441 2/2 [==============================] - 0s 12ms/step >50, 685/693, d1=0.350, d2=0.302 g=3.951 2/2 [==============================] - 0s 11ms/step >50, 686/693, d1=0.348, d2=0.333 g=3.167 2/2 [==============================] - 0s 15ms/step >50, 687/693, d1=0.379, d2=0.345 g=2.885 2/2 [==============================] - 0s 13ms/step >50, 688/693, d1=0.570, d2=0.389 g=4.178 2/2 [==============================] - 0s 14ms/step >50, 689/693, d1=0.349, d2=0.419 g=4.442 2/2 [==============================] - 0s 13ms/step >50, 690/693, d1=0.360, d2=0.299 g=4.078 2/2 [==============================] - 0s 13ms/step >50, 691/693, d1=0.362, d2=0.329 g=4.059 2/2 [==============================] - 0s 14ms/step >50, 692/693, d1=0.345, d2=0.251 g=3.062 2/2 [==============================] - 0s 12ms/step >50, 693/693, d1=0.271, d2=0.332 g=3.836 5/5 [==============================] - 0s 14ms/step >Accuracy real: 77%, fake: 92% WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model. 2/2 [==============================] - 0s 13ms/step >51, 1/693, d1=0.304, d2=0.378 g=3.896 2/2 [==============================] - 0s 13ms/step >51, 2/693, d1=0.461, d2=0.264 g=3.149 2/2 [==============================] - 0s 14ms/step >51, 3/693, d1=0.506, d2=0.395 g=3.887 2/2 [==============================] - 0s 13ms/step >51, 4/693, d1=0.386, d2=0.349 g=2.457 2/2 [==============================] - 0s 13ms/step >51, 5/693, d1=0.339, d2=0.380 g=3.363 2/2 [==============================] - 0s 12ms/step >51, 6/693, d1=0.432, d2=0.357 g=2.649 2/2 [==============================] - 0s 14ms/step >51, 7/693, d1=0.478, d2=0.375 g=3.122 2/2 [==============================] - 0s 14ms/step >51, 8/693, d1=0.537, d2=0.354 g=4.315 2/2 [==============================] - 0s 14ms/step >51, 9/693, d1=0.357, d2=0.345 g=2.570 2/2 [==============================] - 0s 14ms/step >51, 10/693, d1=0.265, d2=0.239 g=2.937 2/2 [==============================] - 0s 14ms/step >51, 11/693, d1=0.406, d2=0.327 g=3.340 2/2 [==============================] - 0s 13ms/step >51, 12/693, d1=0.399, d2=0.305 g=3.522 2/2 [==============================] - 0s 12ms/step >51, 13/693, d1=0.354, d2=0.294 g=3.912 2/2 [==============================] - 0s 13ms/step >51, 14/693, d1=0.496, d2=0.343 g=3.103 2/2 [==============================] - 0s 12ms/step >51, 15/693, d1=0.340, d2=0.362 g=3.182 2/2 [==============================] - 0s 13ms/step >51, 16/693, d1=0.365, d2=0.383 g=2.727 2/2 [==============================] - 0s 13ms/step >51, 17/693, d1=0.373, d2=0.397 g=2.683 2/2 [==============================] - 0s 12ms/step >51, 18/693, d1=0.443, d2=0.318 g=3.296 2/2 [==============================] - 0s 12ms/step >51, 19/693, d1=0.466, d2=0.371 g=2.648 2/2 [==============================] - 0s 12ms/step >51, 20/693, d1=0.445, d2=0.319 g=3.263 2/2 [==============================] - 0s 11ms/step >51, 21/693, d1=0.398, d2=0.295 g=2.998 2/2 [==============================] - 0s 14ms/step >51, 22/693, d1=0.366, d2=0.463 g=3.228 2/2 [==============================] - 0s 12ms/step >51, 23/693, d1=0.463, d2=0.356 g=3.189 2/2 [==============================] - 0s 12ms/step >51, 24/693, d1=0.670, d2=0.342 g=3.320 2/2 [==============================] - 0s 13ms/step >51, 25/693, d1=0.379, d2=0.392 g=3.717 2/2 [==============================] - 0s 17ms/step >51, 26/693, d1=0.265, d2=0.289 g=2.505 2/2 [==============================] - 0s 14ms/step >51, 27/693, d1=0.398, d2=0.242 g=3.401 2/2 [==============================] - 0s 13ms/step >51, 28/693, d1=0.462, d2=0.352 g=2.383 2/2 [==============================] - 0s 13ms/step >51, 29/693, d1=0.320, d2=0.361 g=2.509 2/2 [==============================] - 0s 14ms/step >51, 30/693, d1=0.309, d2=0.336 g=4.701 2/2 [==============================] - 0s 14ms/step >51, 31/693, d1=0.486, d2=0.296 g=3.721 2/2 [==============================] - 0s 15ms/step >51, 32/693, d1=0.297, d2=0.522 g=3.023 2/2 [==============================] - 0s 14ms/step >51, 33/693, d1=0.668, d2=0.267 g=3.262 2/2 [==============================] - 0s 14ms/step >51, 34/693, d1=0.581, d2=0.227 g=2.461 2/2 [==============================] - 0s 13ms/step >51, 35/693, d1=0.479, d2=0.304 g=3.565 2/2 [==============================] - 0s 12ms/step >51, 36/693, d1=0.469, d2=0.429 g=2.453 2/2 [==============================] - 0s 13ms/step >51, 37/693, d1=0.365, d2=0.495 g=3.036 2/2 [==============================] - 0s 13ms/step >51, 38/693, d1=0.406, d2=0.220 g=3.507 2/2 [==============================] - 0s 12ms/step >51, 39/693, d1=0.438, d2=0.401 g=3.391 2/2 [==============================] - 0s 13ms/step >51, 40/693, d1=0.211, d2=0.311 g=3.004 2/2 [==============================] - 0s 14ms/step >51, 41/693, d1=0.477, d2=0.263 g=2.596 2/2 [==============================] - 0s 13ms/step >51, 42/693, d1=0.388, d2=0.307 g=3.486 2/2 [==============================] - 0s 13ms/step >51, 43/693, d1=0.427, d2=0.319 g=2.724 2/2 [==============================] - 0s 12ms/step >51, 44/693, d1=0.432, d2=0.467 g=3.931 2/2 [==============================] - 0s 14ms/step >51, 45/693, d1=0.389, d2=0.353 g=4.285 2/2 [==============================] - 0s 14ms/step >51, 46/693, d1=0.347, d2=0.319 g=3.403 2/2 [==============================] - 0s 12ms/step >51, 47/693, d1=0.485, d2=0.294 g=2.233 2/2 [==============================] - 0s 13ms/step >51, 48/693, d1=0.229, d2=0.334 g=3.722 2/2 [==============================] - 0s 13ms/step >51, 49/693, d1=0.396, d2=0.378 g=4.056 2/2 [==============================] - 0s 12ms/step >51, 50/693, d1=0.535, d2=0.310 g=3.135 2/2 [==============================] - 0s 11ms/step >51, 51/693, d1=0.338, d2=0.332 g=2.926 2/2 [==============================] - 0s 13ms/step >51, 52/693, d1=0.369, d2=0.404 g=2.944 2/2 [==============================] - 0s 14ms/step >51, 53/693, d1=0.450, d2=0.288 g=4.239 2/2 [==============================] - 0s 12ms/step >51, 54/693, d1=0.360, d2=0.292 g=3.208 2/2 [==============================] - 0s 14ms/step >51, 55/693, d1=0.352, d2=0.342 g=3.912 2/2 [==============================] - 0s 13ms/step >51, 56/693, d1=0.382, d2=0.308 g=4.414 2/2 [==============================] - 0s 15ms/step >51, 57/693, d1=0.559, d2=0.333 g=3.282 2/2 [==============================] - 0s 14ms/step >51, 58/693, d1=0.195, d2=0.319 g=3.661 2/2 [==============================] - 0s 14ms/step >51, 59/693, d1=0.330, d2=0.319 g=2.917 2/2 [==============================] - 0s 13ms/step >51, 60/693, d1=0.501, d2=0.257 g=4.058 2/2 [==============================] - 0s 15ms/step >51, 61/693, d1=0.543, d2=0.385 g=2.475 2/2 [==============================] - 0s 15ms/step >51, 62/693, d1=0.272, d2=0.409 g=2.822 2/2 [==============================] - 0s 13ms/step >51, 63/693, d1=0.483, d2=0.284 g=3.603 2/2 [==============================] - 0s 13ms/step >51, 64/693, d1=0.364, d2=0.227 g=3.810 2/2 [==============================] - 0s 14ms/step >51, 65/693, d1=0.395, d2=0.359 g=3.366 2/2 [==============================] - 0s 13ms/step >51, 66/693, d1=0.394, d2=0.283 g=3.318 2/2 [==============================] - 0s 12ms/step >51, 67/693, d1=0.294, d2=0.339 g=2.750 2/2 [==============================] - 0s 13ms/step >51, 68/693, d1=0.391, d2=0.454 g=4.504 2/2 [==============================] - 0s 13ms/step >51, 69/693, d1=0.468, d2=0.258 g=3.585 2/2 [==============================] - 0s 12ms/step >51, 70/693, d1=0.418, d2=0.369 g=2.535 2/2 [==============================] - 0s 14ms/step >51, 71/693, d1=0.348, d2=0.520 g=3.509 2/2 [==============================] - 0s 13ms/step >51, 72/693, d1=0.466, d2=0.270 g=3.677 2/2 [==============================] - 0s 13ms/step >51, 73/693, d1=0.495, d2=0.383 g=3.065 2/2 [==============================] - 0s 13ms/step >51, 74/693, d1=0.445, d2=0.395 g=4.323 2/2 [==============================] - 0s 12ms/step >51, 75/693, d1=0.543, d2=0.412 g=3.405 2/2 [==============================] - 0s 13ms/step >51, 76/693, d1=0.220, d2=0.445 g=2.463 2/2 [==============================] - 0s 13ms/step >51, 77/693, d1=0.475, d2=0.278 g=3.288 2/2 [==============================] - 0s 13ms/step >51, 78/693, d1=0.407, d2=0.260 g=3.560 2/2 [==============================] - 0s 13ms/step >51, 79/693, d1=0.391, d2=0.280 g=3.140 2/2 [==============================] - 0s 12ms/step >51, 80/693, d1=0.391, d2=0.348 g=2.729 2/2 [==============================] - 0s 12ms/step >51, 81/693, d1=0.370, d2=0.412 g=3.181 2/2 [==============================] - 0s 12ms/step >51, 82/693, d1=0.361, d2=0.381 g=3.074 2/2 [==============================] - 0s 12ms/step >51, 83/693, d1=0.371, d2=0.349 g=3.319 2/2 [==============================] - 0s 12ms/step >51, 84/693, d1=0.527, d2=0.327 g=2.668 2/2 [==============================] - 0s 13ms/step >51, 85/693, d1=0.421, d2=0.409 g=4.245 2/2 [==============================] - 0s 14ms/step >51, 86/693, d1=0.370, d2=0.371 g=2.854 2/2 [==============================] - 0s 13ms/step >51, 87/693, d1=0.408, d2=0.313 g=3.645 2/2 [==============================] - 0s 14ms/step >51, 88/693, d1=0.426, d2=0.376 g=2.499 2/2 [==============================] - 0s 14ms/step >51, 89/693, d1=0.313, d2=0.392 g=3.773 2/2 [==============================] - 0s 12ms/step >51, 90/693, d1=0.252, d2=0.247 g=3.529 2/2 [==============================] - 0s 12ms/step >51, 91/693, d1=0.458, d2=0.348 g=3.367 2/2 [==============================] - 0s 15ms/step >51, 92/693, d1=0.542, d2=0.323 g=4.288 2/2 [==============================] - 0s 12ms/step >51, 93/693, d1=0.325, d2=0.431 g=3.662 2/2 [==============================] - 0s 12ms/step >51, 94/693, d1=0.437, d2=0.204 g=3.241 2/2 [==============================] - 0s 13ms/step >51, 95/693, d1=0.445, d2=0.271 g=3.530 2/2 [==============================] - 0s 13ms/step >51, 96/693, d1=0.388, d2=0.396 g=3.299 2/2 [==============================] - 0s 14ms/step >51, 97/693, d1=0.403, d2=0.446 g=2.569 2/2 [==============================] - 0s 14ms/step >51, 98/693, d1=0.450, d2=0.440 g=3.527 2/2 [==============================] - 0s 13ms/step >51, 99/693, d1=0.450, d2=0.337 g=2.995 2/2 [==============================] - 0s 11ms/step >51, 100/693, d1=0.485, d2=0.296 g=2.558 2/2 [==============================] - 0s 12ms/step >51, 101/693, d1=0.474, d2=0.334 g=3.695 2/2 [==============================] - 0s 12ms/step >51, 102/693, d1=0.294, d2=0.276 g=3.239 2/2 [==============================] - 0s 12ms/step >51, 103/693, d1=0.464, d2=0.297 g=2.142 2/2 [==============================] - 0s 14ms/step >51, 104/693, d1=0.309, d2=0.424 g=3.363 2/2 [==============================] - 0s 14ms/step >51, 105/693, d1=0.509, d2=0.329 g=2.797 2/2 [==============================] - 0s 13ms/step >51, 106/693, d1=0.516, d2=0.308 g=2.391 2/2 [==============================] - 0s 12ms/step >51, 107/693, d1=0.213, d2=0.216 g=2.323 2/2 [==============================] - 0s 12ms/step >51, 108/693, d1=0.405, d2=0.355 g=3.040 2/2 [==============================] - 0s 14ms/step >51, 109/693, d1=0.379, d2=0.290 g=2.754 2/2 [==============================] - 0s 15ms/step >51, 110/693, d1=0.496, d2=0.359 g=2.701 2/2 [==============================] - 0s 11ms/step >51, 111/693, d1=0.274, d2=0.355 g=3.568 2/2 [==============================] - 0s 13ms/step >51, 112/693, d1=0.274, d2=0.279 g=2.645 2/2 [==============================] - 0s 13ms/step >51, 113/693, d1=0.512, d2=0.283 g=2.272 2/2 [==============================] - 0s 13ms/step >51, 114/693, d1=0.349, d2=0.375 g=2.743 2/2 [==============================] - 0s 13ms/step >51, 115/693, d1=0.404, d2=0.290 g=2.678 2/2 [==============================] - 0s 12ms/step >51, 116/693, d1=0.421, d2=0.238 g=3.637 2/2 [==============================] - 0s 12ms/step >51, 117/693, d1=0.504, d2=0.295 g=3.504 2/2 [==============================] - 0s 12ms/step >51, 118/693, d1=0.420, d2=0.460 g=3.394 2/2 [==============================] - 0s 12ms/step >51, 119/693, d1=0.493, d2=0.410 g=3.902 2/2 [==============================] - 0s 13ms/step >51, 120/693, d1=0.347, d2=0.418 g=3.724 2/2 [==============================] - 0s 13ms/step >51, 121/693, d1=0.534, d2=0.334 g=4.133 2/2 [==============================] - 0s 13ms/step >51, 122/693, d1=0.452, d2=0.341 g=3.949 2/2 [==============================] - 0s 12ms/step >51, 123/693, d1=0.416, d2=0.334 g=3.312 2/2 [==============================] - 0s 20ms/step >51, 124/693, d1=0.315, d2=0.289 g=2.869 2/2 [==============================] - 0s 12ms/step >51, 125/693, d1=0.519, d2=0.335 g=2.936 2/2 [==============================] - 0s 15ms/step >51, 126/693, d1=0.338, d2=0.551 g=3.349 2/2 [==============================] - 0s 13ms/step >51, 127/693, d1=0.350, d2=0.297 g=3.001 2/2 [==============================] - 0s 12ms/step >51, 128/693, d1=0.448, d2=0.370 g=2.561 2/2 [==============================] - 0s 12ms/step >51, 129/693, d1=0.384, d2=0.379 g=4.249 2/2 [==============================] - 0s 14ms/step >51, 130/693, d1=0.469, d2=0.368 g=3.189 2/2 [==============================] - 0s 13ms/step >51, 131/693, d1=0.460, d2=0.275 g=2.585 2/2 [==============================] - 0s 13ms/step >51, 132/693, d1=0.398, d2=0.329 g=3.384 2/2 [==============================] - 0s 12ms/step >51, 133/693, d1=0.295, d2=0.255 g=3.807 2/2 [==============================] - 0s 14ms/step >51, 134/693, d1=0.452, d2=0.309 g=3.679 2/2 [==============================] - 0s 12ms/step >51, 135/693, d1=0.455, d2=0.382 g=3.362 2/2 [==============================] - 0s 12ms/step >51, 136/693, d1=0.281, d2=0.366 g=4.209 2/2 [==============================] - 0s 13ms/step >51, 137/693, d1=0.542, d2=0.369 g=6.573 2/2 [==============================] - 0s 12ms/step >51, 138/693, d1=0.266, d2=0.263 g=7.097 2/2 [==============================] - 0s 12ms/step >51, 139/693, d1=0.432, d2=0.343 g=3.853 2/2 [==============================] - 0s 12ms/step >51, 140/693, d1=0.253, d2=0.288 g=3.977 2/2 [==============================] - 0s 12ms/step >51, 141/693, d1=0.215, d2=0.292 g=2.151 2/2 [==============================] - 0s 13ms/step >51, 142/693, d1=0.357, d2=0.242 g=4.268 2/2 [==============================] - 0s 12ms/step >51, 143/693, d1=0.385, d2=0.334 g=2.325 2/2 [==============================] - 0s 13ms/step >51, 144/693, d1=0.288, d2=0.480 g=2.582 2/2 [==============================] - 0s 13ms/step >51, 145/693, d1=0.437, d2=0.310 g=3.628 2/2 [==============================] - 0s 12ms/step >51, 146/693, d1=0.372, d2=0.221 g=3.323 2/2 [==============================] - 0s 14ms/step >51, 147/693, d1=0.351, d2=0.237 g=3.853 2/2 [==============================] - 0s 12ms/step >51, 148/693, d1=0.417, d2=0.320 g=3.643 2/2 [==============================] - 0s 12ms/step >51, 149/693, d1=0.335, d2=0.396 g=3.487 2/2 [==============================] - 0s 13ms/step >51, 150/693, d1=0.385, d2=0.330 g=3.579 2/2 [==============================] - 0s 14ms/step >51, 151/693, d1=0.444, d2=0.282 g=3.214 2/2 [==============================] - 0s 12ms/step >51, 152/693, d1=0.510, d2=0.329 g=3.595 2/2 [==============================] - 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0s 12ms/step >52, 131/693, d1=0.611, d2=0.364 g=3.088 2/2 [==============================] - 0s 13ms/step >52, 132/693, d1=0.371, d2=0.386 g=3.641 2/2 [==============================] - 0s 13ms/step >52, 133/693, d1=0.506, d2=0.393 g=2.955 2/2 [==============================] - 0s 11ms/step >52, 134/693, d1=0.530, d2=0.330 g=4.435 2/2 [==============================] - 0s 14ms/step >52, 135/693, d1=0.385, d2=0.433 g=2.174 2/2 [==============================] - 0s 13ms/step >52, 136/693, d1=0.310, d2=0.304 g=3.162 2/2 [==============================] - 0s 13ms/step >52, 137/693, d1=0.428, d2=0.385 g=2.952 2/2 [==============================] - 0s 13ms/step >52, 138/693, d1=0.396, d2=0.258 g=4.361 2/2 [==============================] - 0s 12ms/step >52, 139/693, d1=0.399, d2=0.398 g=3.607 2/2 [==============================] - 0s 13ms/step >52, 140/693, d1=0.465, d2=0.253 g=3.357 2/2 [==============================] - 0s 12ms/step >52, 141/693, d1=0.220, d2=0.378 g=2.787 2/2 [==============================] - 0s 13ms/step >52, 142/693, d1=0.451, d2=0.257 g=3.703 2/2 [==============================] - 0s 13ms/step >52, 143/693, d1=0.372, d2=0.367 g=3.319 2/2 [==============================] - 0s 14ms/step >52, 144/693, d1=0.420, d2=0.215 g=3.709 2/2 [==============================] - 0s 13ms/step >52, 145/693, d1=0.353, d2=0.372 g=2.566 2/2 [==============================] - 0s 12ms/step >52, 146/693, d1=0.446, d2=0.369 g=3.892 2/2 [==============================] - 0s 14ms/step >52, 147/693, d1=0.398, d2=0.374 g=2.498 2/2 [==============================] - 0s 14ms/step >52, 148/693, d1=0.392, d2=0.310 g=2.938 2/2 [==============================] - 0s 13ms/step >52, 149/693, d1=0.485, d2=0.320 g=3.104 2/2 [==============================] - 0s 15ms/step >52, 150/693, d1=0.575, d2=0.482 g=3.620 2/2 [==============================] - 0s 15ms/step >52, 151/693, d1=0.407, d2=0.312 g=2.947 2/2 [==============================] - 0s 14ms/step >52, 152/693, d1=0.439, d2=0.417 g=2.937 2/2 [==============================] - 0s 14ms/step >52, 153/693, d1=0.458, d2=0.334 g=3.747 2/2 [==============================] - 0s 13ms/step >52, 154/693, d1=0.416, d2=0.359 g=3.123 2/2 [==============================] - 0s 14ms/step >52, 155/693, d1=0.307, d2=0.339 g=3.904 2/2 [==============================] - 0s 12ms/step >52, 156/693, d1=0.354, d2=0.293 g=4.966 2/2 [==============================] - 0s 14ms/step >52, 157/693, d1=0.388, d2=0.403 g=2.718 2/2 [==============================] - 0s 12ms/step >52, 158/693, d1=0.430, d2=0.347 g=3.961 2/2 [==============================] - 0s 14ms/step >52, 159/693, d1=0.376, d2=0.413 g=4.331 2/2 [==============================] - 0s 13ms/step >52, 160/693, d1=0.411, d2=0.222 g=3.259 2/2 [==============================] - 0s 14ms/step >52, 161/693, d1=0.362, d2=0.439 g=4.384 2/2 [==============================] - 0s 13ms/step >52, 162/693, d1=0.445, d2=0.420 g=2.474 2/2 [==============================] - 0s 13ms/step >52, 163/693, d1=0.607, d2=0.481 g=2.212 2/2 [==============================] - 0s 14ms/step >52, 164/693, d1=0.500, d2=0.468 g=3.570 2/2 [==============================] - 0s 13ms/step >52, 165/693, d1=0.594, d2=0.239 g=2.665 2/2 [==============================] - 0s 12ms/step >52, 166/693, d1=0.388, d2=0.415 g=4.093 2/2 [==============================] - 0s 13ms/step >52, 167/693, d1=0.579, d2=0.353 g=3.461 2/2 [==============================] - 0s 13ms/step >52, 168/693, d1=0.274, d2=0.373 g=3.067 2/2 [==============================] - 0s 14ms/step >52, 169/693, d1=0.430, d2=0.305 g=3.313 2/2 [==============================] - 0s 14ms/step >52, 170/693, d1=0.380, d2=0.280 g=4.130 2/2 [==============================] - 0s 14ms/step >52, 171/693, d1=0.296, d2=0.332 g=2.911 2/2 [==============================] - 0s 12ms/step >52, 172/693, d1=0.495, d2=0.332 g=2.952 2/2 [==============================] - 0s 13ms/step >52, 173/693, d1=0.398, d2=0.368 g=2.900 2/2 [==============================] - 0s 13ms/step >52, 174/693, d1=0.328, d2=0.357 g=3.303 2/2 [==============================] - 0s 11ms/step >52, 175/693, d1=0.358, d2=0.306 g=4.173 2/2 [==============================] - 0s 14ms/step >52, 176/693, d1=0.385, d2=0.306 g=3.032 2/2 [==============================] - 0s 13ms/step >52, 177/693, d1=0.472, d2=0.292 g=4.124 2/2 [==============================] - 0s 13ms/step >52, 178/693, d1=0.429, d2=0.348 g=2.636 2/2 [==============================] - 0s 14ms/step >52, 179/693, d1=0.299, d2=0.351 g=2.444 2/2 [==============================] - 0s 13ms/step >52, 180/693, d1=0.392, d2=0.285 g=3.569 2/2 [==============================] - 0s 12ms/step >52, 181/693, d1=0.376, d2=0.269 g=3.851 2/2 [==============================] - 0s 13ms/step >52, 182/693, d1=0.316, d2=0.376 g=2.255 2/2 [==============================] - 0s 14ms/step >52, 183/693, d1=0.490, d2=0.409 g=3.592 2/2 [==============================] - 0s 12ms/step >52, 184/693, d1=0.377, d2=0.254 g=3.046 2/2 [==============================] - 0s 13ms/step >52, 185/693, d1=0.343, d2=0.305 g=4.001 2/2 [==============================] - 0s 13ms/step >52, 186/693, d1=0.340, d2=0.378 g=2.747 2/2 [==============================] - 0s 13ms/step >52, 187/693, d1=0.482, d2=0.274 g=2.503 2/2 [==============================] - 0s 12ms/step >52, 188/693, d1=0.436, d2=0.388 g=3.491 2/2 [==============================] - 0s 13ms/step >52, 189/693, d1=0.504, d2=0.298 g=3.288 2/2 [==============================] - 0s 12ms/step >52, 190/693, d1=0.316, d2=0.292 g=3.396 2/2 [==============================] - 0s 15ms/step >52, 191/693, d1=0.287, d2=0.457 g=3.423 2/2 [==============================] - 0s 12ms/step >52, 192/693, d1=0.327, d2=0.342 g=3.007 2/2 [==============================] - 0s 12ms/step >52, 193/693, d1=0.521, d2=0.276 g=1.747 2/2 [==============================] - 0s 14ms/step >52, 194/693, d1=0.408, d2=0.394 g=3.943 2/2 [==============================] - 0s 13ms/step >52, 195/693, d1=0.466, d2=0.470 g=2.943 2/2 [==============================] - 0s 13ms/step >52, 196/693, d1=0.361, d2=0.286 g=2.976 2/2 [==============================] - 0s 13ms/step >52, 197/693, d1=0.503, d2=0.292 g=2.217 2/2 [==============================] - 0s 12ms/step >52, 198/693, d1=0.330, d2=0.367 g=2.239 2/2 [==============================] - 0s 13ms/step >52, 199/693, d1=0.573, d2=0.373 g=2.228 2/2 [==============================] - 0s 14ms/step >52, 200/693, d1=0.348, d2=0.285 g=3.818 2/2 [==============================] - 0s 14ms/step >52, 201/693, d1=0.447, d2=0.326 g=2.784 2/2 [==============================] - 0s 12ms/step >52, 202/693, d1=0.444, d2=0.268 g=2.214 2/2 [==============================] - 0s 13ms/step >52, 203/693, d1=0.325, d2=0.318 g=2.610 2/2 [==============================] - 0s 12ms/step >52, 204/693, d1=0.341, d2=0.382 g=4.312 2/2 [==============================] - 0s 11ms/step >52, 205/693, d1=0.480, d2=0.299 g=2.989 2/2 [==============================] - 0s 12ms/step >52, 206/693, d1=0.595, d2=0.385 g=3.139 2/2 [==============================] - 0s 14ms/step >52, 207/693, d1=0.391, d2=0.347 g=3.554 2/2 [==============================] - 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0s 13ms/step >52, 263/693, d1=0.471, d2=0.293 g=3.387 2/2 [==============================] - 0s 14ms/step >52, 264/693, d1=0.353, d2=0.242 g=2.796 2/2 [==============================] - 0s 13ms/step >52, 265/693, d1=0.409, d2=0.316 g=3.437 2/2 [==============================] - 0s 13ms/step >52, 266/693, d1=0.299, d2=0.468 g=5.052 2/2 [==============================] - 0s 14ms/step >52, 267/693, d1=0.412, d2=0.318 g=3.628 2/2 [==============================] - 0s 13ms/step >52, 268/693, d1=0.324, d2=0.361 g=4.484 2/2 [==============================] - 0s 11ms/step >52, 269/693, d1=0.412, d2=0.330 g=3.322 2/2 [==============================] - 0s 13ms/step >52, 270/693, d1=0.494, d2=0.270 g=2.643 2/2 [==============================] - 0s 13ms/step >52, 271/693, d1=0.334, d2=0.244 g=2.582 2/2 [==============================] - 0s 14ms/step >52, 272/693, d1=0.266, d2=0.270 g=2.781 2/2 [==============================] - 0s 13ms/step >52, 273/693, d1=0.350, d2=0.353 g=3.252 2/2 [==============================] - 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0s 13ms/step >52, 285/693, d1=0.345, d2=0.388 g=3.036 2/2 [==============================] - 0s 12ms/step >52, 286/693, d1=0.453, d2=0.409 g=3.498 2/2 [==============================] - 0s 13ms/step >52, 287/693, d1=0.469, d2=0.394 g=2.412 2/2 [==============================] - 0s 13ms/step >52, 288/693, d1=0.443, d2=0.290 g=3.536 2/2 [==============================] - 0s 12ms/step >52, 289/693, d1=0.398, d2=0.405 g=2.656 2/2 [==============================] - 0s 13ms/step >52, 290/693, d1=0.408, d2=0.268 g=2.545 2/2 [==============================] - 0s 14ms/step >52, 291/693, d1=0.512, d2=0.352 g=2.692 2/2 [==============================] - 0s 13ms/step >52, 292/693, d1=0.396, d2=0.300 g=2.739 2/2 [==============================] - 0s 12ms/step >52, 293/693, d1=0.297, d2=0.213 g=3.189 2/2 [==============================] - 0s 13ms/step >52, 294/693, d1=0.369, d2=0.420 g=3.766 2/2 [==============================] - 0s 13ms/step >52, 295/693, d1=0.441, d2=0.297 g=2.331 2/2 [==============================] - 0s 12ms/step >52, 296/693, d1=0.424, d2=0.399 g=2.863 2/2 [==============================] - 0s 13ms/step >52, 297/693, d1=0.474, d2=0.287 g=4.000 2/2 [==============================] - 0s 15ms/step >52, 298/693, d1=0.364, d2=0.521 g=4.693 2/2 [==============================] - 0s 14ms/step >52, 299/693, d1=0.471, d2=0.331 g=2.359 2/2 [==============================] - 0s 14ms/step >52, 300/693, d1=0.632, d2=0.327 g=3.868 2/2 [==============================] - 0s 12ms/step >52, 301/693, d1=0.288, d2=0.290 g=2.806 2/2 [==============================] - 0s 13ms/step >52, 302/693, d1=0.440, d2=0.275 g=2.657 2/2 [==============================] - 0s 13ms/step >52, 303/693, d1=0.451, d2=0.381 g=2.731 2/2 [==============================] - 0s 13ms/step >52, 304/693, d1=0.353, d2=0.273 g=2.998 2/2 [==============================] - 0s 13ms/step >52, 305/693, d1=0.400, d2=0.392 g=3.545 2/2 [==============================] - 0s 13ms/step >52, 306/693, d1=0.422, d2=0.228 g=3.057 2/2 [==============================] - 0s 14ms/step >52, 307/693, d1=0.412, d2=0.334 g=3.143 2/2 [==============================] - 0s 14ms/step >52, 308/693, d1=0.432, d2=0.306 g=2.555 2/2 [==============================] - 0s 13ms/step >52, 309/693, d1=0.341, d2=0.295 g=2.851 2/2 [==============================] - 0s 13ms/step >52, 310/693, d1=0.473, d2=0.456 g=2.483 2/2 [==============================] - 0s 14ms/step >52, 311/693, d1=0.361, d2=0.341 g=2.402 2/2 [==============================] - 0s 13ms/step >52, 312/693, d1=0.482, d2=0.376 g=2.866 2/2 [==============================] - 0s 13ms/step >52, 313/693, d1=0.374, d2=0.349 g=2.291 2/2 [==============================] - 0s 13ms/step >52, 314/693, d1=0.408, d2=0.368 g=3.447 2/2 [==============================] - 0s 12ms/step >52, 315/693, d1=0.319, d2=0.261 g=3.293 2/2 [==============================] - 0s 13ms/step >52, 316/693, d1=0.462, d2=0.420 g=2.727 2/2 [==============================] - 0s 12ms/step >52, 317/693, d1=0.378, d2=0.324 g=3.418 2/2 [==============================] - 0s 12ms/step >52, 318/693, d1=0.448, d2=0.289 g=4.453 2/2 [==============================] - 0s 13ms/step >52, 319/693, d1=0.379, d2=0.364 g=2.696 2/2 [==============================] - 0s 12ms/step >52, 320/693, d1=0.431, d2=0.338 g=2.766 2/2 [==============================] - 0s 12ms/step >52, 321/693, d1=0.519, d2=0.335 g=2.784 2/2 [==============================] - 0s 13ms/step >52, 322/693, d1=0.247, d2=0.357 g=2.675 2/2 [==============================] - 0s 13ms/step >52, 323/693, d1=0.505, d2=0.246 g=3.917 2/2 [==============================] - 0s 13ms/step >52, 324/693, d1=0.376, d2=0.346 g=4.363 2/2 [==============================] - 0s 14ms/step >52, 325/693, d1=0.401, d2=0.288 g=3.328 2/2 [==============================] - 0s 12ms/step >52, 326/693, d1=0.411, d2=0.273 g=2.576 2/2 [==============================] - 0s 14ms/step >52, 327/693, d1=0.438, d2=0.308 g=3.397 2/2 [==============================] - 0s 13ms/step >52, 328/693, d1=0.304, d2=0.378 g=3.672 2/2 [==============================] - 0s 14ms/step >52, 329/693, d1=0.475, d2=0.319 g=3.357 2/2 [==============================] - 0s 13ms/step >52, 330/693, d1=0.472, d2=0.404 g=3.157 2/2 [==============================] - 0s 11ms/step >52, 331/693, d1=0.437, d2=0.350 g=2.935 2/2 [==============================] - 0s 13ms/step >52, 332/693, d1=0.424, d2=0.436 g=2.815 2/2 [==============================] - 0s 13ms/step >52, 333/693, d1=0.459, d2=0.308 g=2.320 2/2 [==============================] - 0s 13ms/step >52, 334/693, d1=0.353, d2=0.355 g=2.794 2/2 [==============================] - 0s 12ms/step >52, 335/693, d1=0.445, d2=0.308 g=2.928 2/2 [==============================] - 0s 13ms/step >52, 336/693, d1=0.373, d2=0.405 g=3.042 2/2 [==============================] - 0s 14ms/step >52, 337/693, d1=0.273, d2=0.229 g=2.985 2/2 [==============================] - 0s 14ms/step >52, 338/693, d1=0.427, d2=0.481 g=2.194 2/2 [==============================] - 0s 15ms/step >52, 339/693, d1=0.438, d2=0.327 g=2.386 2/2 [==============================] - 0s 13ms/step >52, 340/693, d1=0.389, d2=0.293 g=3.089 2/2 [==============================] - 0s 13ms/step >52, 341/693, d1=0.425, d2=0.387 g=3.409 2/2 [==============================] - 0s 13ms/step >52, 342/693, d1=0.437, d2=0.282 g=2.528 2/2 [==============================] - 0s 12ms/step >52, 343/693, d1=0.308, d2=0.314 g=2.876 2/2 [==============================] - 0s 13ms/step >52, 344/693, d1=0.331, d2=0.375 g=4.454 2/2 [==============================] - 0s 13ms/step >52, 345/693, d1=0.488, d2=0.255 g=3.758 2/2 [==============================] - 0s 14ms/step >52, 346/693, d1=0.405, d2=0.242 g=2.492 2/2 [==============================] - 0s 13ms/step >52, 347/693, d1=0.428, d2=0.368 g=3.866 2/2 [==============================] - 0s 13ms/step >52, 348/693, d1=0.405, d2=0.461 g=2.238 2/2 [==============================] - 0s 14ms/step >52, 349/693, d1=0.232, d2=0.222 g=3.754 2/2 [==============================] - 0s 13ms/step >52, 350/693, d1=0.441, d2=0.216 g=2.216 2/2 [==============================] - 0s 13ms/step >52, 351/693, d1=0.479, d2=0.324 g=3.276 2/2 [==============================] - 0s 15ms/step >52, 352/693, d1=0.330, d2=0.311 g=2.206 2/2 [==============================] - 0s 13ms/step >52, 353/693, d1=0.316, d2=0.335 g=4.976 2/2 [==============================] - 0s 14ms/step >52, 354/693, d1=0.358, d2=0.502 g=2.402 2/2 [==============================] - 0s 14ms/step >52, 355/693, d1=0.330, d2=0.357 g=4.239 2/2 [==============================] - 0s 13ms/step >52, 356/693, d1=0.472, d2=0.266 g=4.092 2/2 [==============================] - 0s 13ms/step >52, 357/693, d1=0.430, d2=0.264 g=4.089 2/2 [==============================] - 0s 12ms/step >52, 358/693, d1=0.346, d2=0.347 g=2.955 2/2 [==============================] - 0s 12ms/step >52, 359/693, d1=0.495, d2=0.334 g=3.214 2/2 [==============================] - 0s 14ms/step >52, 360/693, d1=0.326, d2=0.396 g=2.328 2/2 [==============================] - 0s 13ms/step >52, 361/693, d1=0.345, d2=0.253 g=3.277 2/2 [==============================] - 0s 14ms/step >52, 362/693, d1=0.427, d2=0.333 g=4.422 2/2 [==============================] - 0s 13ms/step >52, 363/693, d1=0.362, d2=0.381 g=2.350 2/2 [==============================] - 0s 13ms/step >52, 364/693, d1=0.462, d2=0.289 g=3.093 2/2 [==============================] - 0s 14ms/step >52, 365/693, d1=0.332, d2=0.366 g=3.057 2/2 [==============================] - 0s 14ms/step >52, 366/693, d1=0.442, d2=0.359 g=3.204 2/2 [==============================] - 0s 13ms/step >52, 367/693, d1=0.277, d2=0.290 g=3.071 2/2 [==============================] - 0s 12ms/step >52, 368/693, d1=0.438, d2=0.263 g=3.146 2/2 [==============================] - 0s 13ms/step >52, 369/693, d1=0.438, d2=0.399 g=4.433 2/2 [==============================] - 0s 12ms/step >52, 370/693, d1=0.426, d2=0.317 g=2.788 2/2 [==============================] - 0s 14ms/step >52, 371/693, d1=0.311, d2=0.365 g=2.148 2/2 [==============================] - 0s 12ms/step >52, 372/693, d1=0.456, d2=0.288 g=3.735 2/2 [==============================] - 0s 14ms/step >52, 373/693, d1=0.478, d2=0.407 g=3.302 2/2 [==============================] - 0s 13ms/step >52, 374/693, d1=0.367, d2=0.453 g=3.629 2/2 [==============================] - 0s 13ms/step >52, 375/693, d1=0.371, d2=0.307 g=3.133 2/2 [==============================] - 0s 12ms/step >52, 376/693, d1=0.518, d2=0.290 g=2.353 2/2 [==============================] - 0s 12ms/step >52, 377/693, d1=0.417, d2=0.480 g=3.345 2/2 [==============================] - 0s 13ms/step >52, 378/693, d1=0.395, d2=0.326 g=4.265 2/2 [==============================] - 0s 13ms/step >52, 379/693, d1=0.456, d2=0.268 g=2.763 2/2 [==============================] - 0s 12ms/step >52, 380/693, d1=0.461, d2=0.411 g=2.581 2/2 [==============================] - 0s 13ms/step >52, 381/693, d1=0.407, d2=0.314 g=3.245 2/2 [==============================] - 0s 13ms/step >52, 382/693, d1=0.376, d2=0.300 g=4.065 2/2 [==============================] - 0s 15ms/step >52, 383/693, d1=0.387, d2=0.360 g=3.077 2/2 [==============================] - 0s 12ms/step >52, 384/693, d1=0.384, d2=0.387 g=3.141 2/2 [==============================] - 0s 14ms/step >52, 385/693, d1=0.489, d2=0.330 g=2.739 2/2 [==============================] - 0s 12ms/step >52, 386/693, d1=0.431, d2=0.408 g=2.211 2/2 [==============================] - 0s 14ms/step >52, 387/693, d1=0.312, d2=0.210 g=3.011 2/2 [==============================] - 0s 14ms/step >52, 388/693, d1=0.582, d2=0.321 g=2.441 2/2 [==============================] - 0s 13ms/step >52, 389/693, d1=0.230, d2=0.282 g=2.759 2/2 [==============================] - 0s 12ms/step >52, 390/693, d1=0.458, d2=0.466 g=4.200 2/2 [==============================] - 0s 12ms/step >52, 391/693, d1=0.293, d2=0.334 g=3.322 2/2 [==============================] - 0s 12ms/step >52, 392/693, d1=0.513, d2=0.226 g=3.543 2/2 [==============================] - 0s 27ms/step >52, 393/693, d1=0.464, d2=0.296 g=3.286 2/2 [==============================] - 0s 14ms/step >52, 394/693, d1=0.287, d2=0.442 g=4.214 2/2 [==============================] - 0s 13ms/step >52, 395/693, d1=0.338, d2=0.475 g=3.481 2/2 [==============================] - 0s 12ms/step >52, 396/693, d1=0.381, d2=0.228 g=3.431 2/2 [==============================] - 0s 13ms/step >52, 397/693, d1=0.612, d2=0.405 g=3.336 2/2 [==============================] - 0s 12ms/step >52, 398/693, d1=0.387, d2=0.431 g=3.104 2/2 [==============================] - 0s 13ms/step >52, 399/693, d1=0.398, d2=0.396 g=3.882 2/2 [==============================] - 0s 12ms/step >52, 400/693, d1=0.456, d2=0.270 g=4.054 2/2 [==============================] - 0s 13ms/step >52, 401/693, d1=0.419, d2=0.253 g=3.784 2/2 [==============================] - 0s 13ms/step >52, 402/693, d1=0.364, d2=0.281 g=3.397 2/2 [==============================] - 0s 13ms/step >52, 403/693, d1=0.342, d2=0.386 g=2.931 2/2 [==============================] - 0s 14ms/step >52, 404/693, d1=0.445, d2=0.297 g=4.425 2/2 [==============================] - 0s 13ms/step >52, 405/693, d1=0.313, d2=0.304 g=2.470 2/2 [==============================] - 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0s 16ms/step >52, 439/693, d1=0.326, d2=0.420 g=2.886 2/2 [==============================] - 0s 13ms/step >52, 440/693, d1=0.465, d2=0.246 g=4.157 2/2 [==============================] - 0s 12ms/step >52, 441/693, d1=0.462, d2=0.465 g=2.552 2/2 [==============================] - 0s 13ms/step >52, 442/693, d1=0.286, d2=0.289 g=3.155 2/2 [==============================] - 0s 13ms/step >52, 443/693, d1=0.465, d2=0.328 g=3.250 2/2 [==============================] - 0s 12ms/step >52, 444/693, d1=0.451, d2=0.386 g=2.716 2/2 [==============================] - 0s 13ms/step >52, 445/693, d1=0.396, d2=0.326 g=3.375 2/2 [==============================] - 0s 14ms/step >52, 446/693, d1=0.562, d2=0.293 g=2.802 2/2 [==============================] - 0s 13ms/step >52, 447/693, d1=0.313, d2=0.407 g=3.366 2/2 [==============================] - 0s 13ms/step >52, 448/693, d1=0.334, d2=0.368 g=2.662 2/2 [==============================] - 0s 14ms/step >52, 449/693, d1=0.399, d2=0.337 g=3.421 2/2 [==============================] - 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0s 12ms/step >52, 483/693, d1=0.342, d2=0.232 g=2.750 2/2 [==============================] - 0s 14ms/step >52, 484/693, d1=0.249, d2=0.301 g=4.173 2/2 [==============================] - 0s 12ms/step >52, 485/693, d1=0.399, d2=0.463 g=3.101 2/2 [==============================] - 0s 13ms/step >52, 486/693, d1=0.424, d2=0.242 g=2.982 2/2 [==============================] - 0s 12ms/step >52, 487/693, d1=0.467, d2=0.353 g=4.266 2/2 [==============================] - 0s 12ms/step >52, 488/693, d1=0.473, d2=0.330 g=3.057 2/2 [==============================] - 0s 13ms/step >52, 489/693, d1=0.507, d2=0.343 g=3.054 2/2 [==============================] - 0s 13ms/step >52, 490/693, d1=0.385, d2=0.416 g=3.974 2/2 [==============================] - 0s 14ms/step >52, 491/693, d1=0.463, d2=0.368 g=3.412 2/2 [==============================] - 0s 14ms/step >52, 492/693, d1=0.518, d2=0.344 g=2.477 2/2 [==============================] - 0s 13ms/step >52, 493/693, d1=0.432, d2=0.195 g=3.389 2/2 [==============================] - 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0s 12ms/step >52, 505/693, d1=0.343, d2=0.314 g=3.339 2/2 [==============================] - 0s 14ms/step >52, 506/693, d1=0.517, d2=0.316 g=2.734 2/2 [==============================] - 0s 14ms/step >52, 507/693, d1=0.482, d2=0.430 g=3.822 2/2 [==============================] - 0s 12ms/step >52, 508/693, d1=0.609, d2=0.362 g=3.335 2/2 [==============================] - 0s 13ms/step >52, 509/693, d1=0.392, d2=0.399 g=2.569 2/2 [==============================] - 0s 13ms/step >52, 510/693, d1=0.481, d2=0.241 g=2.773 2/2 [==============================] - 0s 9ms/step >52, 511/693, d1=0.234, d2=0.370 g=2.922 2/2 [==============================] - 0s 13ms/step >52, 512/693, d1=0.547, d2=0.238 g=3.755 2/2 [==============================] - 0s 13ms/step >52, 513/693, d1=0.492, d2=0.355 g=2.218 2/2 [==============================] - 0s 14ms/step >52, 514/693, d1=0.283, d2=0.419 g=3.170 2/2 [==============================] - 0s 12ms/step >52, 515/693, d1=0.422, d2=0.343 g=4.093 2/2 [==============================] - 0s 13ms/step >52, 516/693, d1=0.512, d2=0.322 g=3.993 2/2 [==============================] - 0s 13ms/step >52, 517/693, d1=0.450, d2=0.315 g=3.010 2/2 [==============================] - 0s 13ms/step >52, 518/693, d1=0.380, d2=0.305 g=3.090 2/2 [==============================] - 0s 13ms/step >52, 519/693, d1=0.333, d2=0.372 g=3.110 2/2 [==============================] - 0s 13ms/step >52, 520/693, d1=0.485, d2=0.291 g=2.843 2/2 [==============================] - 0s 14ms/step >52, 521/693, d1=0.356, d2=0.318 g=2.370 2/2 [==============================] - 0s 14ms/step >52, 522/693, d1=0.396, d2=0.395 g=3.679 2/2 [==============================] - 0s 14ms/step >52, 523/693, d1=0.576, d2=0.437 g=3.220 2/2 [==============================] - 0s 12ms/step >52, 524/693, d1=0.349, d2=0.391 g=3.437 2/2 [==============================] - 0s 13ms/step >52, 525/693, d1=0.529, d2=0.372 g=2.939 2/2 [==============================] - 0s 14ms/step >52, 526/693, d1=0.538, d2=0.361 g=2.545 2/2 [==============================] - 0s 12ms/step >52, 527/693, d1=0.365, d2=0.322 g=3.537 2/2 [==============================] - 0s 12ms/step >52, 528/693, d1=0.443, d2=0.323 g=2.753 2/2 [==============================] - 0s 14ms/step >52, 529/693, d1=0.327, d2=0.266 g=3.821 2/2 [==============================] - 0s 13ms/step >52, 530/693, d1=0.387, d2=0.412 g=2.299 2/2 [==============================] - 0s 12ms/step >52, 531/693, d1=0.477, d2=0.391 g=3.949 2/2 [==============================] - 0s 13ms/step >52, 532/693, d1=0.458, d2=0.174 g=4.428 2/2 [==============================] - 0s 13ms/step >52, 533/693, d1=0.262, d2=0.194 g=5.181 2/2 [==============================] - 0s 13ms/step >52, 534/693, d1=0.336, d2=0.184 g=5.179 2/2 [==============================] - 0s 13ms/step >52, 535/693, d1=0.242, d2=0.224 g=5.325 2/2 [==============================] - 0s 13ms/step >52, 536/693, d1=0.390, d2=0.261 g=3.584 2/2 [==============================] - 0s 12ms/step >52, 537/693, d1=0.294, d2=0.405 g=5.412 2/2 [==============================] - 0s 12ms/step >52, 538/693, d1=0.297, d2=0.296 g=5.511 2/2 [==============================] - 0s 14ms/step >52, 539/693, d1=0.360, d2=0.271 g=3.359 2/2 [==============================] - 0s 13ms/step >52, 540/693, d1=0.426, d2=0.300 g=2.809 2/2 [==============================] - 0s 14ms/step >52, 541/693, d1=0.287, d2=0.312 g=4.252 2/2 [==============================] - 0s 16ms/step >52, 542/693, d1=0.329, d2=0.288 g=4.872 2/2 [==============================] - 0s 11ms/step >52, 543/693, d1=0.273, d2=0.377 g=5.385 2/2 [==============================] - 0s 12ms/step >52, 544/693, d1=0.379, d2=0.234 g=3.344 2/2 [==============================] - 0s 13ms/step >52, 545/693, d1=0.397, d2=0.350 g=4.041 2/2 [==============================] - 0s 11ms/step >52, 546/693, d1=0.431, d2=0.170 g=3.053 2/2 [==============================] - 0s 14ms/step >52, 547/693, d1=0.377, d2=0.279 g=3.152 2/2 [==============================] - 0s 12ms/step >52, 548/693, d1=0.423, d2=0.312 g=3.339 2/2 [==============================] - 0s 15ms/step >52, 549/693, d1=0.270, d2=0.279 g=3.474 2/2 [==============================] - 0s 13ms/step >52, 550/693, d1=0.269, d2=0.261 g=3.671 2/2 [==============================] - 0s 13ms/step >52, 551/693, d1=0.441, d2=0.326 g=3.790 2/2 [==============================] - 0s 14ms/step >52, 552/693, d1=0.445, d2=0.379 g=2.879 2/2 [==============================] - 0s 13ms/step >52, 553/693, d1=0.367, d2=0.477 g=2.479 2/2 [==============================] - 0s 12ms/step >52, 554/693, d1=0.515, d2=0.289 g=3.239 2/2 [==============================] - 0s 13ms/step >52, 555/693, d1=0.382, d2=0.328 g=2.893 2/2 [==============================] - 0s 14ms/step >52, 556/693, d1=0.351, d2=0.437 g=2.828 2/2 [==============================] - 0s 14ms/step >52, 557/693, d1=0.349, d2=0.268 g=3.437 2/2 [==============================] - 0s 14ms/step >52, 558/693, d1=0.551, d2=0.404 g=3.158 2/2 [==============================] - 0s 12ms/step >52, 559/693, d1=0.459, d2=0.437 g=3.079 2/2 [==============================] - 0s 13ms/step >52, 560/693, d1=0.373, d2=0.365 g=2.424 2/2 [==============================] - 0s 12ms/step >52, 561/693, d1=0.414, d2=0.300 g=3.506 2/2 [==============================] - 0s 12ms/step >52, 562/693, d1=0.417, d2=0.263 g=3.314 2/2 [==============================] - 0s 15ms/step >52, 563/693, d1=0.438, d2=0.263 g=2.197 2/2 [==============================] - 0s 11ms/step >52, 564/693, d1=0.371, d2=0.361 g=3.250 2/2 [==============================] - 0s 14ms/step >52, 565/693, d1=0.323, d2=0.392 g=2.828 2/2 [==============================] - 0s 12ms/step >52, 566/693, d1=0.371, d2=0.310 g=3.150 2/2 [==============================] - 0s 14ms/step >52, 567/693, d1=0.536, d2=0.339 g=4.092 2/2 [==============================] - 0s 11ms/step >52, 568/693, d1=0.565, d2=0.340 g=2.717 2/2 [==============================] - 0s 12ms/step >52, 569/693, d1=0.484, d2=0.497 g=3.667 2/2 [==============================] - 0s 14ms/step >52, 570/693, d1=0.453, d2=0.454 g=2.784 2/2 [==============================] - 0s 11ms/step >52, 571/693, d1=0.443, d2=0.328 g=4.072 2/2 [==============================] - 0s 13ms/step >52, 572/693, d1=0.518, d2=0.360 g=2.476 2/2 [==============================] - 0s 12ms/step >52, 573/693, d1=0.365, d2=0.249 g=2.882 2/2 [==============================] - 0s 13ms/step >52, 574/693, d1=0.284, d2=0.405 g=3.141 2/2 [==============================] - 0s 12ms/step >52, 575/693, d1=0.417, d2=0.325 g=2.107 2/2 [==============================] - 0s 12ms/step >52, 576/693, d1=0.467, d2=0.204 g=2.048 2/2 [==============================] - 0s 14ms/step >52, 577/693, d1=0.627, d2=0.537 g=2.262 2/2 [==============================] - 0s 14ms/step >52, 578/693, d1=0.300, d2=0.290 g=3.393 2/2 [==============================] - 0s 13ms/step >52, 579/693, d1=0.458, d2=0.429 g=2.883 2/2 [==============================] - 0s 14ms/step >52, 580/693, d1=0.244, d2=0.308 g=2.383 2/2 [==============================] - 0s 16ms/step >52, 581/693, d1=0.363, d2=0.276 g=4.475 2/2 [==============================] - 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0s 13ms/step >52, 604/693, d1=0.377, d2=0.348 g=4.077 2/2 [==============================] - 0s 13ms/step >52, 605/693, d1=0.448, d2=0.364 g=3.039 2/2 [==============================] - 0s 14ms/step >52, 606/693, d1=0.339, d2=0.331 g=3.541 2/2 [==============================] - 0s 13ms/step >52, 607/693, d1=0.617, d2=0.401 g=3.062 2/2 [==============================] - 0s 14ms/step >52, 608/693, d1=0.398, d2=0.403 g=2.731 2/2 [==============================] - 0s 12ms/step >52, 609/693, d1=0.343, d2=0.342 g=2.795 2/2 [==============================] - 0s 12ms/step >52, 610/693, d1=0.397, d2=0.432 g=3.206 2/2 [==============================] - 0s 13ms/step >52, 611/693, d1=0.376, d2=0.280 g=3.258 2/2 [==============================] - 0s 13ms/step >52, 612/693, d1=0.433, d2=0.301 g=3.110 2/2 [==============================] - 0s 12ms/step >52, 613/693, d1=0.355, d2=0.328 g=2.781 2/2 [==============================] - 0s 13ms/step >52, 614/693, d1=0.315, d2=0.333 g=3.052 2/2 [==============================] - 0s 13ms/step >52, 615/693, d1=0.478, d2=0.346 g=2.386 2/2 [==============================] - 0s 13ms/step >52, 616/693, d1=0.337, d2=0.282 g=2.529 2/2 [==============================] - 0s 12ms/step >52, 617/693, d1=0.438, d2=0.365 g=3.432 2/2 [==============================] - 0s 13ms/step >52, 618/693, d1=0.409, d2=0.429 g=2.515 2/2 [==============================] - 0s 13ms/step >52, 619/693, d1=0.433, d2=0.229 g=2.783 2/2 [==============================] - 0s 14ms/step >52, 620/693, d1=0.345, d2=0.391 g=3.732 2/2 [==============================] - 0s 14ms/step >52, 621/693, d1=0.574, d2=0.432 g=2.585 2/2 [==============================] - 0s 13ms/step >52, 622/693, d1=0.506, d2=0.376 g=2.282 2/2 [==============================] - 0s 13ms/step >52, 623/693, d1=0.278, d2=0.369 g=2.503 2/2 [==============================] - 0s 12ms/step >52, 624/693, d1=0.489, d2=0.273 g=2.744 2/2 [==============================] - 0s 12ms/step >52, 625/693, d1=0.517, d2=0.360 g=2.599 2/2 [==============================] - 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0s 13ms/step >53, 10/693, d1=0.458, d2=0.369 g=3.480 2/2 [==============================] - 0s 13ms/step >53, 11/693, d1=0.348, d2=0.302 g=3.397 2/2 [==============================] - 0s 13ms/step >53, 12/693, d1=0.391, d2=0.337 g=3.484 2/2 [==============================] - 0s 12ms/step >53, 13/693, d1=0.386, d2=0.309 g=3.998 2/2 [==============================] - 0s 13ms/step >53, 14/693, d1=0.396, d2=0.376 g=3.282 2/2 [==============================] - 0s 14ms/step >53, 15/693, d1=0.452, d2=0.289 g=3.924 2/2 [==============================] - 0s 13ms/step >53, 16/693, d1=0.534, d2=0.383 g=3.753 2/2 [==============================] - 0s 14ms/step >53, 17/693, d1=0.405, d2=0.311 g=2.912 2/2 [==============================] - 0s 13ms/step >53, 18/693, d1=0.319, d2=0.305 g=2.752 2/2 [==============================] - 0s 12ms/step >53, 19/693, d1=0.469, d2=0.502 g=2.260 2/2 [==============================] - 0s 13ms/step >53, 20/693, d1=0.398, d2=0.328 g=3.255 2/2 [==============================] - 0s 13ms/step >53, 21/693, d1=0.457, d2=0.310 g=2.619 2/2 [==============================] - 0s 13ms/step >53, 22/693, d1=0.557, d2=0.365 g=2.603 2/2 [==============================] - 0s 13ms/step >53, 23/693, d1=0.255, d2=0.296 g=2.843 2/2 [==============================] - 0s 14ms/step >53, 24/693, d1=0.433, d2=0.301 g=2.182 2/2 [==============================] - 0s 12ms/step >53, 25/693, d1=0.288, d2=0.326 g=2.541 2/2 [==============================] - 0s 12ms/step >53, 26/693, d1=0.473, d2=0.383 g=3.244 2/2 [==============================] - 0s 12ms/step >53, 27/693, d1=0.410, d2=0.400 g=4.115 2/2 [==============================] - 0s 12ms/step >53, 28/693, d1=0.366, d2=0.309 g=2.838 2/2 [==============================] - 0s 12ms/step >53, 29/693, d1=0.433, d2=0.303 g=2.899 2/2 [==============================] - 0s 11ms/step >53, 30/693, d1=0.493, d2=0.294 g=3.072 2/2 [==============================] - 0s 13ms/step >53, 31/693, d1=0.391, d2=0.304 g=2.484 2/2 [==============================] - 0s 14ms/step >53, 32/693, d1=0.346, d2=0.534 g=2.670 2/2 [==============================] - 0s 11ms/step >53, 33/693, d1=0.295, d2=0.236 g=3.988 2/2 [==============================] - 0s 15ms/step >53, 34/693, d1=0.501, d2=0.267 g=3.220 2/2 [==============================] - 0s 12ms/step >53, 35/693, d1=0.473, d2=0.323 g=2.684 2/2 [==============================] - 0s 13ms/step >53, 36/693, d1=0.424, d2=0.313 g=2.428 2/2 [==============================] - 0s 12ms/step >53, 37/693, d1=0.280, d2=0.410 g=2.361 2/2 [==============================] - 0s 13ms/step >53, 38/693, d1=0.401, d2=0.316 g=3.231 2/2 [==============================] - 0s 14ms/step >53, 39/693, d1=0.305, d2=0.218 g=3.299 2/2 [==============================] - 0s 14ms/step >53, 40/693, d1=0.458, d2=0.351 g=2.523 2/2 [==============================] - 0s 13ms/step >53, 41/693, d1=0.292, d2=0.299 g=2.876 2/2 [==============================] - 0s 12ms/step >53, 42/693, d1=0.396, d2=0.355 g=3.454 2/2 [==============================] - 0s 12ms/step >53, 43/693, d1=0.389, d2=0.378 g=2.947 2/2 [==============================] - 0s 14ms/step >53, 44/693, d1=0.405, d2=0.223 g=3.972 2/2 [==============================] - 0s 15ms/step >53, 45/693, d1=0.355, d2=0.476 g=2.600 2/2 [==============================] - 0s 13ms/step >53, 46/693, d1=0.556, d2=0.352 g=3.384 2/2 [==============================] - 0s 14ms/step >53, 47/693, d1=0.516, d2=0.404 g=3.856 2/2 [==============================] - 0s 14ms/step >53, 48/693, d1=0.341, d2=0.378 g=3.981 2/2 [==============================] - 0s 13ms/step >53, 49/693, d1=0.449, d2=0.349 g=3.907 2/2 [==============================] - 0s 13ms/step >53, 50/693, d1=0.520, d2=0.308 g=2.197 2/2 [==============================] - 0s 15ms/step >53, 51/693, d1=0.480, d2=0.334 g=3.530 2/2 [==============================] - 0s 13ms/step >53, 52/693, d1=0.516, d2=0.313 g=3.363 2/2 [==============================] - 0s 12ms/step >53, 53/693, d1=0.404, d2=0.501 g=3.283 2/2 [==============================] - 0s 18ms/step >53, 54/693, d1=0.467, d2=0.298 g=2.850 2/2 [==============================] - 0s 13ms/step >53, 55/693, d1=0.486, d2=0.352 g=2.827 2/2 [==============================] - 0s 12ms/step >53, 56/693, d1=0.413, d2=0.379 g=2.192 2/2 [==============================] - 0s 13ms/step >53, 57/693, d1=0.441, d2=0.420 g=3.734 2/2 [==============================] - 0s 12ms/step >53, 58/693, d1=0.269, d2=0.368 g=2.810 2/2 [==============================] - 0s 13ms/step >53, 59/693, d1=0.420, d2=0.280 g=2.876 2/2 [==============================] - 0s 13ms/step >53, 60/693, d1=0.363, d2=0.298 g=2.680 2/2 [==============================] - 0s 11ms/step >53, 61/693, d1=0.541, d2=0.380 g=3.512 2/2 [==============================] - 0s 13ms/step >53, 62/693, d1=0.342, d2=0.243 g=2.743 2/2 [==============================] - 0s 10ms/step >53, 63/693, d1=0.364, d2=0.263 g=3.758 2/2 [==============================] - 0s 12ms/step >53, 64/693, d1=0.536, d2=0.415 g=2.676 2/2 [==============================] - 0s 11ms/step >53, 65/693, d1=0.494, d2=0.390 g=2.283 2/2 [==============================] - 0s 14ms/step >53, 66/693, d1=0.345, d2=0.310 g=3.825 2/2 [==============================] - 0s 13ms/step >53, 67/693, d1=0.482, d2=0.366 g=3.212 2/2 [==============================] - 0s 13ms/step >53, 68/693, d1=0.408, d2=0.295 g=3.264 2/2 [==============================] - 0s 11ms/step >53, 69/693, d1=0.385, d2=0.381 g=1.933 2/2 [==============================] - 0s 14ms/step >53, 70/693, d1=0.509, d2=0.247 g=3.462 2/2 [==============================] - 0s 12ms/step >53, 71/693, d1=0.375, d2=0.349 g=2.831 2/2 [==============================] - 0s 12ms/step >53, 72/693, d1=0.307, d2=0.359 g=3.113 2/2 [==============================] - 0s 12ms/step >53, 73/693, d1=0.292, d2=0.411 g=3.975 2/2 [==============================] - 0s 12ms/step >53, 74/693, d1=0.506, d2=0.263 g=3.838 2/2 [==============================] - 0s 12ms/step >53, 75/693, d1=0.442, d2=0.374 g=2.911 2/2 [==============================] - 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0s 13ms/step >53, 197/693, d1=0.309, d2=0.351 g=4.344 2/2 [==============================] - 0s 13ms/step >53, 198/693, d1=0.432, d2=0.307 g=3.561 2/2 [==============================] - 0s 14ms/step >53, 199/693, d1=0.519, d2=0.370 g=2.701 2/2 [==============================] - 0s 14ms/step >53, 200/693, d1=0.429, d2=0.357 g=3.606 2/2 [==============================] - 0s 12ms/step >53, 201/693, d1=0.497, d2=0.299 g=3.431 2/2 [==============================] - 0s 19ms/step >53, 202/693, d1=0.457, d2=0.482 g=2.353 2/2 [==============================] - 0s 12ms/step >53, 203/693, d1=0.252, d2=0.312 g=2.510 2/2 [==============================] - 0s 13ms/step >53, 204/693, d1=0.394, d2=0.219 g=1.994 2/2 [==============================] - 0s 13ms/step >53, 205/693, d1=0.482, d2=0.419 g=2.174 2/2 [==============================] - 0s 12ms/step >53, 206/693, d1=0.288, d2=0.236 g=3.108 2/2 [==============================] - 0s 13ms/step >53, 207/693, d1=0.367, d2=0.357 g=3.562 2/2 [==============================] - 0s 14ms/step >53, 208/693, d1=0.281, d2=0.252 g=2.934 2/2 [==============================] - 0s 13ms/step >53, 209/693, d1=0.617, d2=0.239 g=3.163 2/2 [==============================] - 0s 13ms/step >53, 210/693, d1=0.503, d2=0.293 g=1.903 2/2 [==============================] - 0s 12ms/step >53, 211/693, d1=0.337, d2=0.293 g=3.155 2/2 [==============================] - 0s 13ms/step >53, 212/693, d1=0.355, d2=0.382 g=2.749 2/2 [==============================] - 0s 13ms/step >53, 213/693, d1=0.425, d2=0.412 g=2.276 2/2 [==============================] - 0s 13ms/step >53, 214/693, d1=0.387, d2=0.305 g=3.422 2/2 [==============================] - 0s 11ms/step >53, 215/693, d1=0.320, d2=0.283 g=2.519 2/2 [==============================] - 0s 14ms/step >53, 216/693, d1=0.455, d2=0.464 g=2.237 2/2 [==============================] - 0s 12ms/step >53, 217/693, d1=0.346, d2=0.224 g=3.590 2/2 [==============================] - 0s 14ms/step >53, 218/693, d1=0.465, d2=0.328 g=2.542 2/2 [==============================] - 0s 11ms/step >53, 219/693, d1=0.418, d2=0.336 g=3.559 2/2 [==============================] - 0s 14ms/step >53, 220/693, d1=0.261, d2=0.387 g=3.399 2/2 [==============================] - 0s 13ms/step >53, 221/693, d1=0.391, d2=0.258 g=3.203 2/2 [==============================] - 0s 12ms/step >53, 222/693, d1=0.521, d2=0.380 g=3.809 2/2 [==============================] - 0s 13ms/step >53, 223/693, d1=0.386, d2=0.242 g=3.378 2/2 [==============================] - 0s 18ms/step >53, 224/693, d1=0.489, d2=0.303 g=2.840 2/2 [==============================] - 0s 13ms/step >53, 225/693, d1=0.286, d2=0.318 g=2.219 2/2 [==============================] - 0s 11ms/step >53, 226/693, d1=0.416, d2=0.341 g=3.558 2/2 [==============================] - 0s 12ms/step >53, 227/693, d1=0.522, d2=0.336 g=2.930 2/2 [==============================] - 0s 14ms/step >53, 228/693, d1=0.324, d2=0.430 g=3.120 2/2 [==============================] - 0s 13ms/step >53, 229/693, d1=0.293, d2=0.402 g=3.681 2/2 [==============================] - 0s 12ms/step >53, 230/693, d1=0.419, d2=0.331 g=2.672 2/2 [==============================] - 0s 12ms/step >53, 231/693, d1=0.225, d2=0.283 g=3.221 2/2 [==============================] - 0s 13ms/step >53, 232/693, d1=0.464, d2=0.232 g=3.082 2/2 [==============================] - 0s 13ms/step >53, 233/693, d1=0.311, d2=0.301 g=3.457 2/2 [==============================] - 0s 13ms/step >53, 234/693, d1=0.371, d2=0.346 g=2.719 2/2 [==============================] - 0s 13ms/step >53, 235/693, d1=0.387, d2=0.414 g=3.133 2/2 [==============================] - 0s 13ms/step >53, 236/693, d1=0.121, d2=0.266 g=3.019 2/2 [==============================] - 0s 13ms/step >53, 237/693, d1=0.570, d2=0.311 g=2.623 2/2 [==============================] - 0s 13ms/step >53, 238/693, d1=0.476, d2=0.317 g=2.152 2/2 [==============================] - 0s 13ms/step >53, 239/693, d1=0.474, d2=0.550 g=3.369 2/2 [==============================] - 0s 12ms/step >53, 240/693, d1=0.408, d2=0.244 g=2.770 2/2 [==============================] - 0s 14ms/step >53, 241/693, d1=0.337, d2=0.345 g=3.229 2/2 [==============================] - 0s 13ms/step >53, 242/693, d1=0.402, d2=0.475 g=3.536 2/2 [==============================] - 0s 13ms/step >53, 243/693, d1=0.500, d2=0.201 g=4.880 2/2 [==============================] - 0s 11ms/step >53, 244/693, d1=0.421, d2=0.348 g=3.363 2/2 [==============================] - 0s 14ms/step >53, 245/693, d1=0.513, d2=0.278 g=3.493 2/2 [==============================] - 0s 12ms/step >53, 246/693, d1=0.363, d2=0.385 g=3.647 2/2 [==============================] - 0s 13ms/step >53, 247/693, d1=0.370, d2=0.357 g=3.307 2/2 [==============================] - 0s 12ms/step >53, 248/693, d1=0.498, d2=0.417 g=2.952 2/2 [==============================] - 0s 13ms/step >53, 249/693, d1=0.284, d2=0.288 g=3.440 2/2 [==============================] - 0s 13ms/step >53, 250/693, d1=0.562, d2=0.348 g=3.526 2/2 [==============================] - 0s 13ms/step >53, 251/693, d1=0.356, d2=0.441 g=4.528 2/2 [==============================] - 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0s 13ms/step >53, 373/693, d1=0.376, d2=0.367 g=6.746 2/2 [==============================] - 0s 13ms/step >53, 374/693, d1=0.443, d2=0.361 g=4.630 2/2 [==============================] - 0s 12ms/step >53, 375/693, d1=0.320, d2=0.367 g=4.278 2/2 [==============================] - 0s 15ms/step >53, 376/693, d1=0.453, d2=0.297 g=5.154 2/2 [==============================] - 0s 12ms/step >53, 377/693, d1=0.505, d2=0.259 g=5.844 2/2 [==============================] - 0s 13ms/step >53, 378/693, d1=0.483, d2=0.389 g=5.131 2/2 [==============================] - 0s 14ms/step >53, 379/693, d1=0.339, d2=0.339 g=6.470 2/2 [==============================] - 0s 14ms/step >53, 380/693, d1=0.519, d2=0.466 g=7.604 2/2 [==============================] - 0s 13ms/step >53, 381/693, d1=0.382, d2=0.316 g=6.072 2/2 [==============================] - 0s 14ms/step >53, 382/693, d1=0.400, d2=0.331 g=4.465 2/2 [==============================] - 0s 13ms/step >53, 383/693, d1=0.497, d2=0.295 g=5.681 2/2 [==============================] - 0s 13ms/step >53, 384/693, d1=0.393, d2=0.371 g=6.979 2/2 [==============================] - 0s 16ms/step >53, 385/693, d1=0.293, d2=0.406 g=4.836 2/2 [==============================] - 0s 13ms/step >53, 386/693, d1=0.402, d2=0.293 g=4.549 2/2 [==============================] - 0s 14ms/step >53, 387/693, d1=0.417, d2=0.310 g=8.532 2/2 [==============================] - 0s 15ms/step >53, 388/693, d1=0.518, d2=0.440 g=6.066 2/2 [==============================] - 0s 12ms/step >53, 389/693, d1=0.478, d2=0.345 g=5.348 2/2 [==============================] - 0s 16ms/step >53, 390/693, d1=0.422, d2=0.278 g=4.993 2/2 [==============================] - 0s 13ms/step >53, 391/693, d1=0.424, d2=0.346 g=4.203 2/2 [==============================] - 0s 13ms/step >53, 392/693, d1=0.403, d2=0.450 g=6.264 2/2 [==============================] - 0s 13ms/step >53, 393/693, d1=0.536, d2=0.358 g=7.267 2/2 [==============================] - 0s 14ms/step >53, 394/693, d1=0.502, d2=0.398 g=4.678 2/2 [==============================] - 0s 13ms/step >53, 395/693, d1=0.406, d2=0.431 g=6.530 2/2 [==============================] - 0s 14ms/step >53, 396/693, d1=0.245, d2=0.369 g=6.562 2/2 [==============================] - 0s 12ms/step >53, 397/693, d1=0.508, d2=0.323 g=6.526 2/2 [==============================] - 0s 12ms/step >53, 398/693, d1=0.345, d2=0.328 g=3.743 2/2 [==============================] - 0s 12ms/step >53, 399/693, d1=0.374, d2=0.347 g=3.384 2/2 [==============================] - 0s 14ms/step >53, 400/693, d1=0.400, d2=0.327 g=4.782 2/2 [==============================] - 0s 14ms/step >53, 401/693, d1=0.401, d2=0.441 g=5.971 2/2 [==============================] - 0s 13ms/step >53, 402/693, d1=0.448, d2=0.388 g=3.956 2/2 [==============================] - 0s 13ms/step >53, 403/693, d1=0.406, d2=0.409 g=5.960 2/2 [==============================] - 0s 12ms/step >53, 404/693, d1=0.538, d2=0.255 g=5.738 2/2 [==============================] - 0s 14ms/step >53, 405/693, d1=0.503, d2=0.305 g=5.403 2/2 [==============================] - 0s 12ms/step >53, 406/693, d1=0.403, d2=0.420 g=5.594 2/2 [==============================] - 0s 13ms/step >53, 407/693, d1=0.471, d2=0.330 g=3.168 2/2 [==============================] - 0s 13ms/step >53, 408/693, d1=0.479, d2=0.394 g=4.903 2/2 [==============================] - 0s 12ms/step >53, 409/693, d1=0.323, d2=0.425 g=4.431 2/2 [==============================] - 0s 11ms/step >53, 410/693, d1=0.531, d2=0.272 g=4.700 2/2 [==============================] - 0s 12ms/step >53, 411/693, d1=0.434, d2=0.314 g=4.767 2/2 [==============================] - 0s 14ms/step >53, 412/693, d1=0.480, d2=0.392 g=7.065 2/2 [==============================] - 0s 13ms/step >53, 413/693, d1=0.352, d2=0.435 g=6.329 2/2 [==============================] - 0s 18ms/step >53, 414/693, d1=0.339, d2=0.329 g=4.041 2/2 [==============================] - 0s 14ms/step >53, 415/693, d1=0.400, d2=0.223 g=5.355 2/2 [==============================] - 0s 12ms/step >53, 416/693, d1=0.480, d2=0.330 g=6.413 2/2 [==============================] - 0s 12ms/step >53, 417/693, d1=0.405, d2=0.299 g=6.145 2/2 [==============================] - 0s 13ms/step >53, 418/693, d1=0.583, d2=0.344 g=4.575 2/2 [==============================] - 0s 11ms/step >53, 419/693, d1=0.198, d2=0.416 g=6.064 2/2 [==============================] - 0s 12ms/step >53, 420/693, d1=0.485, d2=0.424 g=6.055 2/2 [==============================] - 0s 14ms/step >53, 421/693, d1=0.652, d2=0.304 g=5.146 2/2 [==============================] - 0s 13ms/step >53, 422/693, d1=0.387, d2=0.421 g=8.000 2/2 [==============================] - 0s 13ms/step >53, 423/693, d1=0.397, d2=0.426 g=2.658 2/2 [==============================] - 0s 12ms/step >53, 424/693, d1=0.368, d2=0.430 g=7.416 2/2 [==============================] - 0s 15ms/step >53, 425/693, d1=0.433, d2=0.323 g=3.795 2/2 [==============================] - 0s 13ms/step >53, 426/693, d1=0.451, d2=0.289 g=4.979 2/2 [==============================] - 0s 12ms/step >53, 427/693, d1=0.444, d2=0.274 g=5.625 2/2 [==============================] - 0s 14ms/step >53, 428/693, d1=0.449, d2=0.284 g=4.102 2/2 [==============================] - 0s 14ms/step >53, 429/693, d1=0.351, d2=0.387 g=4.935 2/2 [==============================] - 0s 13ms/step >53, 430/693, d1=0.478, d2=0.338 g=3.473 2/2 [==============================] - 0s 15ms/step >53, 431/693, d1=0.504, d2=0.371 g=4.011 2/2 [==============================] - 0s 13ms/step >53, 432/693, d1=0.444, d2=0.336 g=6.061 2/2 [==============================] - 0s 13ms/step >53, 433/693, d1=0.260, d2=0.427 g=5.169 2/2 [==============================] - 0s 13ms/step >53, 434/693, d1=0.420, d2=0.294 g=5.573 2/2 [==============================] - 0s 14ms/step >53, 435/693, d1=0.502, d2=0.329 g=4.354 2/2 [==============================] - 0s 13ms/step >53, 436/693, d1=0.410, d2=0.289 g=3.688 2/2 [==============================] - 0s 14ms/step >53, 437/693, d1=0.334, d2=0.379 g=3.183 2/2 [==============================] - 0s 13ms/step >53, 438/693, d1=0.330, d2=0.276 g=3.663 2/2 [==============================] - 0s 12ms/step >53, 439/693, d1=0.434, d2=0.294 g=4.946 2/2 [==============================] - 0s 14ms/step >53, 440/693, d1=0.382, d2=0.271 g=3.756 2/2 [==============================] - 0s 13ms/step >53, 441/693, d1=0.474, d2=0.407 g=6.631 2/2 [==============================] - 0s 12ms/step >53, 442/693, d1=0.303, d2=0.307 g=4.699 2/2 [==============================] - 0s 11ms/step >53, 443/693, d1=0.400, d2=0.472 g=3.314 2/2 [==============================] - 0s 12ms/step >53, 444/693, d1=0.612, d2=0.278 g=3.237 2/2 [==============================] - 0s 13ms/step >53, 445/693, d1=0.347, d2=0.300 g=2.533 2/2 [==============================] - 0s 14ms/step >53, 446/693, d1=0.399, d2=0.265 g=3.047 2/2 [==============================] - 0s 14ms/step >53, 447/693, d1=0.490, d2=0.398 g=6.632 2/2 [==============================] - 0s 12ms/step >53, 448/693, d1=0.437, d2=0.414 g=3.574 2/2 [==============================] - 0s 13ms/step >53, 449/693, d1=0.362, d2=0.351 g=4.283 2/2 [==============================] - 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0s 13ms/step >53, 582/693, d1=0.495, d2=0.408 g=4.724 2/2 [==============================] - 0s 15ms/step >53, 583/693, d1=0.355, d2=0.308 g=4.833 2/2 [==============================] - 0s 13ms/step >53, 584/693, d1=0.434, d2=0.339 g=3.790 2/2 [==============================] - 0s 12ms/step >53, 585/693, d1=0.427, d2=0.252 g=5.235 2/2 [==============================] - 0s 14ms/step >53, 586/693, d1=0.404, d2=0.380 g=6.611 2/2 [==============================] - 0s 14ms/step >53, 587/693, d1=0.394, d2=0.313 g=4.821 2/2 [==============================] - 0s 13ms/step >53, 588/693, d1=0.380, d2=0.318 g=3.492 2/2 [==============================] - 0s 14ms/step >53, 589/693, d1=0.447, d2=0.242 g=3.295 2/2 [==============================] - 0s 14ms/step >53, 590/693, d1=0.275, d2=0.398 g=4.990 2/2 [==============================] - 0s 14ms/step >53, 591/693, d1=0.289, d2=0.370 g=3.462 2/2 [==============================] - 0s 12ms/step >53, 592/693, d1=0.462, d2=0.281 g=6.623 2/2 [==============================] - 0s 12ms/step >53, 593/693, d1=0.402, d2=0.310 g=7.086 2/2 [==============================] - 0s 13ms/step >53, 594/693, d1=0.423, d2=0.456 g=4.321 2/2 [==============================] - 0s 12ms/step >53, 595/693, d1=0.353, d2=0.388 g=5.407 2/2 [==============================] - 0s 13ms/step >53, 596/693, d1=0.433, d2=0.239 g=3.305 2/2 [==============================] - 0s 15ms/step >53, 597/693, d1=0.491, d2=0.322 g=3.856 2/2 [==============================] - 0s 13ms/step >53, 598/693, d1=0.422, d2=0.274 g=6.809 2/2 [==============================] - 0s 14ms/step >53, 599/693, d1=0.533, d2=0.306 g=3.082 2/2 [==============================] - 0s 16ms/step >53, 600/693, d1=0.340, d2=0.400 g=3.521 2/2 [==============================] - 0s 13ms/step >53, 601/693, d1=0.490, d2=0.332 g=4.273 2/2 [==============================] - 0s 12ms/step >53, 602/693, d1=0.349, d2=0.269 g=4.714 2/2 [==============================] - 0s 13ms/step >53, 603/693, d1=0.340, d2=0.427 g=3.831 2/2 [==============================] - 0s 12ms/step >53, 604/693, d1=0.445, d2=0.291 g=4.644 2/2 [==============================] - 0s 12ms/step >53, 605/693, d1=0.265, d2=0.248 g=5.455 2/2 [==============================] - 0s 16ms/step >53, 606/693, d1=0.389, d2=0.278 g=6.176 2/2 [==============================] - 0s 13ms/step >53, 607/693, d1=0.421, d2=0.388 g=4.797 2/2 [==============================] - 0s 14ms/step >53, 608/693, d1=0.364, d2=0.312 g=2.821 2/2 [==============================] - 0s 13ms/step >53, 609/693, d1=0.323, d2=0.394 g=4.962 2/2 [==============================] - 0s 13ms/step >53, 610/693, d1=0.546, d2=0.334 g=3.889 2/2 [==============================] - 0s 13ms/step >53, 611/693, d1=0.458, d2=0.422 g=4.259 2/2 [==============================] - 0s 15ms/step >53, 612/693, d1=0.320, d2=0.407 g=3.703 2/2 [==============================] - 0s 13ms/step >53, 613/693, d1=0.478, d2=0.342 g=4.414 2/2 [==============================] - 0s 15ms/step >53, 614/693, d1=0.458, d2=0.404 g=3.619 2/2 [==============================] - 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0s 11ms/step >56, 384/693, d1=0.392, d2=0.216 g=3.622 2/2 [==============================] - 0s 13ms/step >56, 385/693, d1=0.386, d2=0.301 g=5.219 2/2 [==============================] - 0s 13ms/step >56, 386/693, d1=0.347, d2=0.427 g=3.068 2/2 [==============================] - 0s 13ms/step >56, 387/693, d1=0.450, d2=0.334 g=3.170 2/2 [==============================] - 0s 14ms/step >56, 388/693, d1=0.475, d2=0.361 g=3.228 2/2 [==============================] - 0s 13ms/step >56, 389/693, d1=0.412, d2=0.267 g=3.614 2/2 [==============================] - 0s 13ms/step >56, 390/693, d1=0.490, d2=0.400 g=4.665 2/2 [==============================] - 0s 12ms/step >56, 391/693, d1=0.427, d2=0.256 g=2.990 2/2 [==============================] - 0s 15ms/step >56, 392/693, d1=0.376, d2=0.287 g=3.740 2/2 [==============================] - 0s 14ms/step >56, 393/693, d1=0.352, d2=0.316 g=3.905 2/2 [==============================] - 0s 13ms/step >56, 394/693, d1=0.331, d2=0.435 g=3.539 2/2 [==============================] - 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0s 14ms/step >56, 560/693, d1=0.329, d2=0.286 g=3.311 2/2 [==============================] - 0s 15ms/step >56, 561/693, d1=0.383, d2=0.368 g=2.974 2/2 [==============================] - 0s 14ms/step >56, 562/693, d1=0.329, d2=0.260 g=3.548 2/2 [==============================] - 0s 14ms/step >56, 563/693, d1=0.438, d2=0.274 g=5.111 2/2 [==============================] - 0s 12ms/step >56, 564/693, d1=0.582, d2=0.516 g=3.300 2/2 [==============================] - 0s 14ms/step >56, 565/693, d1=0.338, d2=0.258 g=3.933 2/2 [==============================] - 0s 14ms/step >56, 566/693, d1=0.500, d2=0.530 g=3.141 2/2 [==============================] - 0s 13ms/step >56, 567/693, d1=0.515, d2=0.256 g=4.767 2/2 [==============================] - 0s 13ms/step >56, 568/693, d1=0.338, d2=0.360 g=3.633 2/2 [==============================] - 0s 13ms/step >56, 569/693, d1=0.291, d2=0.294 g=2.874 2/2 [==============================] - 0s 14ms/step >56, 570/693, d1=0.373, d2=0.395 g=4.289 2/2 [==============================] - 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0s 11ms/step >58, 98/693, d1=0.349, d2=0.404 g=2.465 2/2 [==============================] - 0s 12ms/step >58, 99/693, d1=0.516, d2=0.301 g=3.684 2/2 [==============================] - 0s 14ms/step >58, 100/693, d1=0.344, d2=0.301 g=3.159 2/2 [==============================] - 0s 13ms/step >58, 101/693, d1=0.250, d2=0.393 g=4.389 2/2 [==============================] - 0s 13ms/step >58, 102/693, d1=0.455, d2=0.267 g=3.580 2/2 [==============================] - 0s 13ms/step >58, 103/693, d1=0.403, d2=0.378 g=3.948 2/2 [==============================] - 0s 12ms/step >58, 104/693, d1=0.313, d2=0.435 g=3.573 2/2 [==============================] - 0s 12ms/step >58, 105/693, d1=0.378, d2=0.240 g=3.752 2/2 [==============================] - 0s 11ms/step >58, 106/693, d1=0.364, d2=0.270 g=4.123 2/2 [==============================] - 0s 12ms/step >58, 107/693, d1=0.657, d2=0.345 g=5.613 2/2 [==============================] - 0s 12ms/step >58, 108/693, d1=0.240, d2=0.488 g=3.224 2/2 [==============================] - 0s 12ms/step >58, 109/693, d1=0.570, d2=0.217 g=2.768 2/2 [==============================] - 0s 12ms/step >58, 110/693, d1=0.475, d2=0.441 g=3.854 2/2 [==============================] - 0s 13ms/step >58, 111/693, d1=0.351, d2=0.325 g=3.680 2/2 [==============================] - 0s 12ms/step >58, 112/693, d1=0.525, d2=0.425 g=4.179 2/2 [==============================] - 0s 12ms/step >58, 113/693, d1=0.330, d2=0.301 g=4.238 2/2 [==============================] - 0s 13ms/step >58, 114/693, d1=0.517, d2=0.272 g=2.684 2/2 [==============================] - 0s 13ms/step >58, 115/693, d1=0.437, d2=0.388 g=3.711 2/2 [==============================] - 0s 12ms/step >58, 116/693, d1=0.500, d2=0.391 g=2.425 2/2 [==============================] - 0s 13ms/step >58, 117/693, d1=0.436, d2=0.368 g=2.882 2/2 [==============================] - 0s 11ms/step >58, 118/693, d1=0.452, d2=0.403 g=4.133 2/2 [==============================] - 0s 12ms/step >58, 119/693, d1=0.457, d2=0.382 g=3.284 2/2 [==============================] - 0s 12ms/step >58, 120/693, d1=0.313, d2=0.439 g=4.183 2/2 [==============================] - 0s 12ms/step >58, 121/693, d1=0.450, d2=0.240 g=3.907 2/2 [==============================] - 0s 12ms/step >58, 122/693, d1=0.296, d2=0.324 g=4.619 2/2 [==============================] - 0s 12ms/step >58, 123/693, d1=0.462, d2=0.412 g=4.774 2/2 [==============================] - 0s 15ms/step >58, 124/693, d1=0.384, d2=0.231 g=1.979 2/2 [==============================] - 0s 12ms/step >58, 125/693, d1=0.478, d2=0.458 g=3.694 2/2 [==============================] - 0s 13ms/step >58, 126/693, d1=0.458, d2=0.300 g=4.156 2/2 [==============================] - 0s 13ms/step >58, 127/693, d1=0.465, d2=0.418 g=2.785 2/2 [==============================] - 0s 12ms/step >58, 128/693, d1=0.335, d2=0.338 g=2.415 2/2 [==============================] - 0s 12ms/step >58, 129/693, d1=0.397, d2=0.261 g=2.684 2/2 [==============================] - 0s 13ms/step >58, 130/693, d1=0.419, d2=0.378 g=2.721 2/2 [==============================] - 0s 11ms/step >58, 131/693, d1=0.346, d2=0.303 g=3.987 2/2 [==============================] - 0s 12ms/step >58, 132/693, d1=0.381, d2=0.304 g=3.478 2/2 [==============================] - 0s 12ms/step >58, 133/693, d1=0.435, d2=0.293 g=3.809 2/2 [==============================] - 0s 13ms/step >58, 134/693, d1=0.352, d2=0.397 g=2.408 2/2 [==============================] - 0s 11ms/step >58, 135/693, d1=0.243, d2=0.285 g=3.836 2/2 [==============================] - 0s 13ms/step >58, 136/693, d1=0.536, d2=0.285 g=3.337 2/2 [==============================] - 0s 11ms/step >58, 137/693, d1=0.381, d2=0.347 g=2.537 2/2 [==============================] - 0s 13ms/step >58, 138/693, d1=0.397, d2=0.425 g=3.574 2/2 [==============================] - 0s 12ms/step >58, 139/693, d1=0.305, d2=0.267 g=2.733 2/2 [==============================] - 0s 12ms/step >58, 140/693, d1=0.527, d2=0.384 g=3.614 2/2 [==============================] - 0s 12ms/step >58, 141/693, d1=0.445, d2=0.315 g=3.339 2/2 [==============================] - 0s 13ms/step >58, 142/693, d1=0.381, d2=0.359 g=3.615 2/2 [==============================] - 0s 12ms/step >58, 143/693, d1=0.463, d2=0.236 g=2.973 2/2 [==============================] - 0s 12ms/step >58, 144/693, d1=0.389, d2=0.367 g=3.280 2/2 [==============================] - 0s 12ms/step >58, 145/693, d1=0.473, d2=0.391 g=3.271 2/2 [==============================] - 0s 11ms/step >58, 146/693, d1=0.386, d2=0.238 g=2.716 2/2 [==============================] - 0s 12ms/step >58, 147/693, d1=0.333, d2=0.335 g=3.347 2/2 [==============================] - 0s 11ms/step >58, 148/693, d1=0.303, d2=0.408 g=2.636 2/2 [==============================] - 0s 11ms/step >58, 149/693, d1=0.291, d2=0.291 g=4.145 2/2 [==============================] - 0s 12ms/step >58, 150/693, d1=0.434, d2=0.240 g=3.318 2/2 [==============================] - 0s 12ms/step >58, 151/693, d1=0.368, d2=0.331 g=2.726 2/2 [==============================] - 0s 12ms/step >58, 152/693, d1=0.497, d2=0.364 g=3.825 2/2 [==============================] - 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0s 12ms/step >58, 285/693, d1=0.425, d2=0.278 g=3.254 2/2 [==============================] - 0s 12ms/step >58, 286/693, d1=0.396, d2=0.315 g=2.718 2/2 [==============================] - 0s 12ms/step >58, 287/693, d1=0.372, d2=0.335 g=3.397 2/2 [==============================] - 0s 12ms/step >58, 288/693, d1=0.332, d2=0.401 g=3.446 2/2 [==============================] - 0s 11ms/step >58, 289/693, d1=0.618, d2=0.446 g=3.161 2/2 [==============================] - 0s 13ms/step >58, 290/693, d1=0.451, d2=0.344 g=3.587 2/2 [==============================] - 0s 13ms/step >58, 291/693, d1=0.432, d2=0.344 g=4.911 2/2 [==============================] - 0s 11ms/step >58, 292/693, d1=0.454, d2=0.305 g=2.506 2/2 [==============================] - 0s 11ms/step >58, 293/693, d1=0.303, d2=0.333 g=2.342 2/2 [==============================] - 0s 11ms/step >58, 294/693, d1=0.314, d2=0.251 g=3.234 2/2 [==============================] - 0s 13ms/step >58, 295/693, d1=0.547, d2=0.254 g=5.430 2/2 [==============================] - 0s 11ms/step >58, 296/693, d1=0.430, d2=0.383 g=3.150 2/2 [==============================] - 0s 12ms/step >58, 297/693, d1=0.379, d2=0.428 g=3.146 2/2 [==============================] - 0s 11ms/step >58, 298/693, d1=0.371, d2=0.355 g=2.895 2/2 [==============================] - 0s 12ms/step >58, 299/693, d1=0.423, d2=0.296 g=3.632 2/2 [==============================] - 0s 12ms/step >58, 300/693, d1=0.470, d2=0.438 g=2.883 2/2 [==============================] - 0s 11ms/step >58, 301/693, d1=0.430, d2=0.289 g=2.436 2/2 [==============================] - 0s 12ms/step >58, 302/693, d1=0.334, d2=0.410 g=4.753 2/2 [==============================] - 0s 12ms/step >58, 303/693, d1=0.423, d2=0.334 g=3.487 2/2 [==============================] - 0s 13ms/step >58, 304/693, d1=0.399, d2=0.355 g=4.311 2/2 [==============================] - 0s 12ms/step >58, 305/693, d1=0.444, d2=0.297 g=4.313 2/2 [==============================] - 0s 11ms/step >58, 306/693, d1=0.489, d2=0.292 g=3.444 2/2 [==============================] - 0s 13ms/step >58, 307/693, d1=0.414, d2=0.399 g=3.208 2/2 [==============================] - 0s 12ms/step >58, 308/693, d1=0.379, d2=0.341 g=3.835 2/2 [==============================] - 0s 11ms/step >58, 309/693, d1=0.461, d2=0.279 g=2.464 2/2 [==============================] - 0s 13ms/step >58, 310/693, d1=0.400, d2=0.310 g=3.436 2/2 [==============================] - 0s 12ms/step >58, 311/693, d1=0.313, d2=0.395 g=3.684 2/2 [==============================] - 0s 13ms/step >58, 312/693, d1=0.272, d2=0.299 g=3.693 2/2 [==============================] - 0s 12ms/step >58, 313/693, d1=0.374, d2=0.317 g=3.357 2/2 [==============================] - 0s 12ms/step >58, 314/693, d1=0.318, d2=0.326 g=3.459 2/2 [==============================] - 0s 11ms/step >58, 315/693, d1=0.393, d2=0.302 g=3.280 2/2 [==============================] - 0s 12ms/step >58, 316/693, d1=0.332, d2=0.281 g=2.630 2/2 [==============================] - 0s 14ms/step >58, 317/693, d1=0.392, d2=0.329 g=5.191 2/2 [==============================] - 0s 11ms/step >58, 318/693, d1=0.415, d2=0.219 g=2.806 2/2 [==============================] - 0s 12ms/step >58, 319/693, d1=0.318, d2=0.312 g=2.504 2/2 [==============================] - 0s 12ms/step >58, 320/693, d1=0.447, d2=0.232 g=3.467 2/2 [==============================] - 0s 12ms/step >58, 321/693, d1=0.291, d2=0.361 g=3.384 2/2 [==============================] - 0s 11ms/step >58, 322/693, d1=0.398, d2=0.303 g=4.027 2/2 [==============================] - 0s 12ms/step >58, 323/693, d1=0.253, d2=0.311 g=4.358 2/2 [==============================] - 0s 12ms/step >58, 324/693, d1=0.363, d2=0.354 g=3.045 2/2 [==============================] - 0s 13ms/step >58, 325/693, d1=0.381, d2=0.293 g=4.673 2/2 [==============================] - 0s 11ms/step >58, 326/693, d1=0.555, d2=0.265 g=3.087 2/2 [==============================] - 0s 12ms/step >58, 327/693, d1=0.343, d2=0.428 g=4.583 2/2 [==============================] - 0s 12ms/step >58, 328/693, d1=0.389, d2=0.314 g=2.848 2/2 [==============================] - 0s 13ms/step >58, 329/693, d1=0.541, d2=0.433 g=3.293 2/2 [==============================] - 0s 12ms/step >58, 330/693, d1=0.494, d2=0.273 g=4.020 2/2 [==============================] - 0s 13ms/step >58, 331/693, d1=0.529, d2=0.311 g=4.315 2/2 [==============================] - 0s 11ms/step >58, 332/693, d1=0.418, d2=0.394 g=2.445 2/2 [==============================] - 0s 14ms/step >58, 333/693, d1=0.455, d2=0.311 g=2.877 2/2 [==============================] - 0s 11ms/step >58, 334/693, d1=0.286, d2=0.503 g=3.171 2/2 [==============================] - 0s 12ms/step >58, 335/693, d1=0.301, d2=0.284 g=2.660 2/2 [==============================] - 0s 11ms/step >58, 336/693, d1=0.491, d2=0.326 g=3.067 2/2 [==============================] - 0s 10ms/step >58, 337/693, d1=0.486, d2=0.301 g=2.335 2/2 [==============================] - 0s 12ms/step >58, 338/693, d1=0.414, d2=0.325 g=3.422 2/2 [==============================] - 0s 12ms/step >58, 339/693, d1=0.249, d2=0.397 g=4.677 2/2 [==============================] - 0s 11ms/step >58, 340/693, d1=0.414, d2=0.318 g=2.810 2/2 [==============================] - 0s 14ms/step >58, 341/693, d1=0.390, d2=0.451 g=3.044 2/2 [==============================] - 0s 12ms/step >58, 342/693, d1=0.436, d2=0.250 g=3.626 2/2 [==============================] - 0s 10ms/step >58, 343/693, d1=0.494, d2=0.366 g=2.441 2/2 [==============================] - 0s 11ms/step >58, 344/693, d1=0.275, d2=0.298 g=3.655 2/2 [==============================] - 0s 11ms/step >58, 345/693, d1=0.463, d2=0.379 g=3.888 2/2 [==============================] - 0s 12ms/step >58, 346/693, d1=0.362, d2=0.322 g=3.272 2/2 [==============================] - 0s 11ms/step >58, 347/693, d1=0.579, d2=0.287 g=2.912 2/2 [==============================] - 0s 12ms/step >58, 348/693, d1=0.243, d2=0.321 g=3.108 2/2 [==============================] - 0s 12ms/step >58, 349/693, d1=0.426, d2=0.357 g=3.318 2/2 [==============================] - 0s 13ms/step >58, 350/693, d1=0.650, d2=0.305 g=2.665 2/2 [==============================] - 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0s 12ms/step >58, 373/693, d1=0.370, d2=0.337 g=3.775 2/2 [==============================] - 0s 14ms/step >58, 374/693, d1=0.466, d2=0.328 g=2.841 2/2 [==============================] - 0s 12ms/step >58, 375/693, d1=0.500, d2=0.272 g=3.871 2/2 [==============================] - 0s 13ms/step >58, 376/693, d1=0.397, d2=0.288 g=3.039 2/2 [==============================] - 0s 11ms/step >58, 377/693, d1=0.310, d2=0.428 g=3.492 2/2 [==============================] - 0s 13ms/step >58, 378/693, d1=0.333, d2=0.390 g=2.544 2/2 [==============================] - 0s 12ms/step >58, 379/693, d1=0.316, d2=0.270 g=4.944 2/2 [==============================] - 0s 11ms/step >58, 380/693, d1=0.518, d2=0.264 g=3.104 2/2 [==============================] - 0s 11ms/step >58, 381/693, d1=0.417, d2=0.392 g=3.507 2/2 [==============================] - 0s 11ms/step >58, 382/693, d1=0.429, d2=0.311 g=3.702 2/2 [==============================] - 0s 12ms/step >58, 383/693, d1=0.391, d2=0.347 g=4.374 2/2 [==============================] - 0s 11ms/step >58, 384/693, d1=0.514, d2=0.486 g=4.250 2/2 [==============================] - 0s 11ms/step >58, 385/693, d1=0.378, d2=0.171 g=2.586 2/2 [==============================] - 0s 13ms/step >58, 386/693, d1=0.511, d2=0.321 g=3.339 2/2 [==============================] - 0s 11ms/step >58, 387/693, d1=0.385, d2=0.458 g=4.098 2/2 [==============================] - 0s 13ms/step >58, 388/693, d1=0.422, d2=0.255 g=3.242 2/2 [==============================] - 0s 12ms/step >58, 389/693, d1=0.411, d2=0.355 g=3.675 2/2 [==============================] - 0s 14ms/step >58, 390/693, d1=0.267, d2=0.321 g=3.183 2/2 [==============================] - 0s 11ms/step >58, 391/693, d1=0.425, d2=0.323 g=4.159 2/2 [==============================] - 0s 12ms/step >58, 392/693, d1=0.377, d2=0.320 g=3.333 2/2 [==============================] - 0s 12ms/step >58, 393/693, d1=0.505, d2=0.310 g=3.763 2/2 [==============================] - 0s 11ms/step >58, 394/693, d1=0.432, d2=0.342 g=3.380 2/2 [==============================] - 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0s 11ms/step >58, 406/693, d1=0.361, d2=0.307 g=4.916 2/2 [==============================] - 0s 12ms/step >58, 407/693, d1=0.242, d2=0.418 g=2.915 2/2 [==============================] - 0s 13ms/step >58, 408/693, d1=0.493, d2=0.323 g=3.810 2/2 [==============================] - 0s 13ms/step >58, 409/693, d1=0.466, d2=0.323 g=3.946 2/2 [==============================] - 0s 11ms/step >58, 410/693, d1=0.387, d2=0.313 g=3.515 2/2 [==============================] - 0s 13ms/step >58, 411/693, d1=0.326, d2=0.377 g=3.662 2/2 [==============================] - 0s 13ms/step >58, 412/693, d1=0.387, d2=0.266 g=3.667 2/2 [==============================] - 0s 12ms/step >58, 413/693, d1=0.472, d2=0.413 g=3.204 2/2 [==============================] - 0s 11ms/step >58, 414/693, d1=0.607, d2=0.426 g=2.602 2/2 [==============================] - 0s 13ms/step >58, 415/693, d1=0.387, d2=0.293 g=2.565 2/2 [==============================] - 0s 13ms/step >58, 416/693, d1=0.348, d2=0.341 g=4.840 2/2 [==============================] - 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0s 12ms/step >58, 439/693, d1=0.534, d2=0.260 g=3.862 2/2 [==============================] - 0s 12ms/step >58, 440/693, d1=0.398, d2=0.303 g=4.347 2/2 [==============================] - 0s 13ms/step >58, 441/693, d1=0.543, d2=0.261 g=3.288 2/2 [==============================] - 0s 13ms/step >58, 442/693, d1=0.317, d2=0.235 g=3.462 2/2 [==============================] - 0s 13ms/step >58, 443/693, d1=0.366, d2=0.436 g=3.700 2/2 [==============================] - 0s 11ms/step >58, 444/693, d1=0.356, d2=0.300 g=2.376 2/2 [==============================] - 0s 11ms/step >58, 445/693, d1=0.381, d2=0.533 g=2.757 2/2 [==============================] - 0s 11ms/step >58, 446/693, d1=0.452, d2=0.251 g=6.064 2/2 [==============================] - 0s 11ms/step >58, 447/693, d1=0.548, d2=0.323 g=3.366 2/2 [==============================] - 0s 11ms/step >58, 448/693, d1=0.403, d2=0.418 g=3.019 2/2 [==============================] - 0s 13ms/step >58, 449/693, d1=0.416, d2=0.481 g=4.946 2/2 [==============================] - 0s 12ms/step >58, 450/693, d1=0.482, d2=0.415 g=3.698 2/2 [==============================] - 0s 13ms/step >58, 451/693, d1=0.461, d2=0.300 g=3.486 2/2 [==============================] - 0s 12ms/step >58, 452/693, d1=0.367, d2=0.378 g=2.063 2/2 [==============================] - 0s 12ms/step >58, 453/693, d1=0.497, d2=0.357 g=2.791 2/2 [==============================] - 0s 11ms/step >58, 454/693, d1=0.292, d2=0.336 g=2.840 2/2 [==============================] - 0s 10ms/step >58, 455/693, d1=0.364, d2=0.257 g=3.195 2/2 [==============================] - 0s 12ms/step >58, 456/693, d1=0.439, d2=0.322 g=2.661 2/2 [==============================] - 0s 12ms/step >58, 457/693, d1=0.363, d2=0.376 g=3.685 2/2 [==============================] - 0s 12ms/step >58, 458/693, d1=0.362, d2=0.233 g=2.824 2/2 [==============================] - 0s 13ms/step >58, 459/693, d1=0.411, d2=0.402 g=4.121 2/2 [==============================] - 0s 11ms/step >58, 460/693, d1=0.385, d2=0.297 g=4.799 2/2 [==============================] - 0s 11ms/step >58, 461/693, d1=0.354, d2=0.316 g=3.534 2/2 [==============================] - 0s 12ms/step >58, 462/693, d1=0.403, d2=0.260 g=3.286 2/2 [==============================] - 0s 12ms/step >58, 463/693, d1=0.536, d2=0.287 g=2.652 2/2 [==============================] - 0s 12ms/step >58, 464/693, d1=0.416, d2=0.519 g=3.554 2/2 [==============================] - 0s 11ms/step >58, 465/693, d1=0.459, d2=0.356 g=2.621 2/2 [==============================] - 0s 12ms/step >58, 466/693, d1=0.431, d2=0.289 g=4.698 2/2 [==============================] - 0s 13ms/step >58, 467/693, d1=0.377, d2=0.338 g=2.536 2/2 [==============================] - 0s 12ms/step >58, 468/693, d1=0.410, d2=0.396 g=3.270 2/2 [==============================] - 0s 11ms/step >58, 469/693, d1=0.444, d2=0.392 g=2.632 2/2 [==============================] - 0s 11ms/step >58, 470/693, d1=0.473, d2=0.387 g=2.908 2/2 [==============================] - 0s 11ms/step >58, 471/693, d1=0.240, d2=0.389 g=2.961 2/2 [==============================] - 0s 12ms/step >58, 472/693, d1=0.511, d2=0.283 g=3.099 2/2 [==============================] - 0s 13ms/step >58, 473/693, d1=0.430, d2=0.289 g=3.007 2/2 [==============================] - 0s 12ms/step >58, 474/693, d1=0.419, d2=0.383 g=3.246 2/2 [==============================] - 0s 14ms/step >58, 475/693, d1=0.398, d2=0.394 g=2.483 2/2 [==============================] - 0s 11ms/step >58, 476/693, d1=0.441, d2=0.433 g=3.430 2/2 [==============================] - 0s 12ms/step >58, 477/693, d1=0.398, d2=0.229 g=3.768 2/2 [==============================] - 0s 12ms/step >58, 478/693, d1=0.359, d2=0.274 g=5.185 2/2 [==============================] - 0s 13ms/step >58, 479/693, d1=0.373, d2=0.410 g=3.081 2/2 [==============================] - 0s 12ms/step >58, 480/693, d1=0.521, d2=0.411 g=2.682 2/2 [==============================] - 0s 12ms/step >58, 481/693, d1=0.497, d2=0.309 g=2.966 2/2 [==============================] - 0s 11ms/step >58, 482/693, d1=0.317, d2=0.371 g=2.830 2/2 [==============================] - 0s 12ms/step >58, 483/693, d1=0.519, d2=0.308 g=3.393 2/2 [==============================] - 0s 14ms/step >58, 484/693, d1=0.382, d2=0.312 g=3.684 2/2 [==============================] - 0s 12ms/step >58, 485/693, d1=0.294, d2=0.458 g=3.843 2/2 [==============================] - 0s 12ms/step >58, 486/693, d1=0.455, d2=0.268 g=2.208 2/2 [==============================] - 0s 12ms/step >58, 487/693, d1=0.440, d2=0.352 g=2.287 2/2 [==============================] - 0s 13ms/step >58, 488/693, d1=0.347, d2=0.418 g=3.517 2/2 [==============================] - 0s 13ms/step >58, 489/693, d1=0.450, d2=0.403 g=3.882 2/2 [==============================] - 0s 12ms/step >58, 490/693, d1=0.540, d2=0.357 g=3.753 2/2 [==============================] - 0s 12ms/step >58, 491/693, d1=0.463, d2=0.467 g=3.948 2/2 [==============================] - 0s 11ms/step >58, 492/693, d1=0.413, d2=0.319 g=2.643 2/2 [==============================] - 0s 12ms/step >58, 493/693, d1=0.459, d2=0.382 g=3.315 2/2 [==============================] - 0s 12ms/step >58, 494/693, d1=0.349, d2=0.326 g=3.991 2/2 [==============================] - 0s 12ms/step >58, 495/693, d1=0.338, d2=0.304 g=2.667 2/2 [==============================] - 0s 13ms/step >58, 496/693, d1=0.451, d2=0.362 g=4.489 2/2 [==============================] - 0s 11ms/step >58, 497/693, d1=0.333, d2=0.306 g=4.344 2/2 [==============================] - 0s 12ms/step >58, 498/693, d1=0.422, d2=0.272 g=3.737 2/2 [==============================] - 0s 12ms/step >58, 499/693, d1=0.439, d2=0.316 g=3.960 2/2 [==============================] - 0s 12ms/step >58, 500/693, d1=0.340, d2=0.384 g=3.561 2/2 [==============================] - 0s 11ms/step >58, 501/693, d1=0.381, d2=0.326 g=3.755 2/2 [==============================] - 0s 12ms/step >58, 502/693, d1=0.431, d2=0.336 g=2.786 2/2 [==============================] - 0s 12ms/step >58, 503/693, d1=0.300, d2=0.405 g=4.425 2/2 [==============================] - 0s 11ms/step >58, 504/693, d1=0.483, d2=0.263 g=3.219 2/2 [==============================] - 0s 13ms/step >58, 505/693, d1=0.687, d2=0.387 g=3.319 2/2 [==============================] - 0s 12ms/step >58, 506/693, d1=0.334, d2=0.447 g=4.102 2/2 [==============================] - 0s 12ms/step >58, 507/693, d1=0.413, d2=0.342 g=2.178 2/2 [==============================] - 0s 12ms/step >58, 508/693, d1=0.525, d2=0.432 g=2.629 2/2 [==============================] - 0s 12ms/step >58, 509/693, d1=0.583, d2=0.299 g=3.403 2/2 [==============================] - 0s 11ms/step >58, 510/693, d1=0.547, d2=0.324 g=3.227 2/2 [==============================] - 0s 12ms/step >58, 511/693, d1=0.427, d2=0.421 g=3.849 2/2 [==============================] - 0s 14ms/step >58, 512/693, d1=0.425, d2=0.270 g=3.199 2/2 [==============================] - 0s 13ms/step >58, 513/693, d1=0.392, d2=0.268 g=3.580 2/2 [==============================] - 0s 12ms/step >58, 514/693, d1=0.391, d2=0.347 g=4.756 2/2 [==============================] - 0s 11ms/step >58, 515/693, d1=0.374, d2=0.270 g=2.769 2/2 [==============================] - 0s 12ms/step >58, 516/693, d1=0.384, d2=0.367 g=3.791 2/2 [==============================] - 0s 12ms/step >58, 517/693, d1=0.257, d2=0.383 g=2.438 2/2 [==============================] - 0s 13ms/step >58, 518/693, d1=0.480, d2=0.300 g=3.668 2/2 [==============================] - 0s 12ms/step >58, 519/693, d1=0.468, d2=0.385 g=3.325 2/2 [==============================] - 0s 13ms/step >58, 520/693, d1=0.485, d2=0.400 g=2.726 2/2 [==============================] - 0s 12ms/step >58, 521/693, d1=0.380, d2=0.282 g=3.495 2/2 [==============================] - 0s 13ms/step >58, 522/693, d1=0.330, d2=0.404 g=3.868 2/2 [==============================] - 0s 12ms/step >58, 523/693, d1=0.325, d2=0.388 g=3.887 2/2 [==============================] - 0s 11ms/step >58, 524/693, d1=0.489, d2=0.220 g=3.574 2/2 [==============================] - 0s 13ms/step >58, 525/693, d1=0.415, d2=0.325 g=4.407 2/2 [==============================] - 0s 11ms/step >58, 526/693, d1=0.372, d2=0.345 g=3.373 2/2 [==============================] - 0s 12ms/step >58, 527/693, d1=0.447, d2=0.372 g=2.717 2/2 [==============================] - 0s 11ms/step >58, 528/693, d1=0.428, d2=0.361 g=3.973 2/2 [==============================] - 0s 12ms/step >58, 529/693, d1=0.348, d2=0.382 g=4.121 2/2 [==============================] - 0s 12ms/step >58, 530/693, d1=0.567, d2=0.262 g=4.226 2/2 [==============================] - 0s 11ms/step >58, 531/693, d1=0.366, d2=0.262 g=3.836 2/2 [==============================] - 0s 12ms/step >58, 532/693, d1=0.414, d2=0.344 g=3.461 2/2 [==============================] - 0s 11ms/step >58, 533/693, d1=0.364, d2=0.347 g=3.191 2/2 [==============================] - 0s 12ms/step >58, 534/693, d1=0.293, d2=0.528 g=4.012 2/2 [==============================] - 0s 18ms/step >58, 535/693, d1=0.508, d2=0.475 g=3.498 2/2 [==============================] - 0s 13ms/step >58, 536/693, d1=0.324, d2=0.235 g=3.418 2/2 [==============================] - 0s 15ms/step >58, 537/693, d1=0.377, d2=0.431 g=3.475 2/2 [==============================] - 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0s 12ms/step >58, 670/693, d1=0.284, d2=0.407 g=3.653 2/2 [==============================] - 0s 11ms/step >58, 671/693, d1=0.351, d2=0.381 g=3.194 2/2 [==============================] - 0s 11ms/step >58, 672/693, d1=0.524, d2=0.269 g=3.904 2/2 [==============================] - 0s 11ms/step >58, 673/693, d1=0.395, d2=0.345 g=3.089 2/2 [==============================] - 0s 11ms/step >58, 674/693, d1=0.316, d2=0.269 g=3.560 2/2 [==============================] - 0s 12ms/step >58, 675/693, d1=0.323, d2=0.225 g=3.904 2/2 [==============================] - 0s 12ms/step >58, 676/693, d1=0.456, d2=0.389 g=5.187 2/2 [==============================] - 0s 11ms/step >58, 677/693, d1=0.339, d2=0.461 g=3.375 2/2 [==============================] - 0s 12ms/step >58, 678/693, d1=0.416, d2=0.301 g=5.765 2/2 [==============================] - 0s 13ms/step >58, 679/693, d1=0.372, d2=0.360 g=4.621 2/2 [==============================] - 0s 12ms/step >58, 680/693, d1=0.461, d2=0.225 g=3.914 2/2 [==============================] - 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0s 14ms/step >58, 692/693, d1=0.391, d2=0.274 g=2.695 2/2 [==============================] - 0s 11ms/step >58, 693/693, d1=0.331, d2=0.348 g=5.163 2/2 [==============================] - 0s 12ms/step >59, 1/693, d1=0.290, d2=0.312 g=2.683 2/2 [==============================] - 0s 11ms/step >59, 2/693, d1=0.614, d2=0.260 g=3.671 2/2 [==============================] - 0s 12ms/step >59, 3/693, d1=0.237, d2=0.321 g=3.392 2/2 [==============================] - 0s 11ms/step >59, 4/693, d1=0.670, d2=0.378 g=4.722 2/2 [==============================] - 0s 11ms/step >59, 5/693, d1=0.483, d2=0.248 g=2.723 2/2 [==============================] - 0s 12ms/step >59, 6/693, d1=0.278, d2=0.347 g=3.659 2/2 [==============================] - 0s 11ms/step >59, 7/693, d1=0.311, d2=0.302 g=3.479 2/2 [==============================] - 0s 13ms/step >59, 8/693, d1=0.479, d2=0.292 g=5.920 2/2 [==============================] - 0s 12ms/step >59, 9/693, d1=0.311, d2=0.296 g=3.496 2/2 [==============================] - 0s 11ms/step >59, 10/693, d1=0.409, d2=0.356 g=4.143 2/2 [==============================] - 0s 13ms/step >59, 11/693, d1=0.489, d2=0.372 g=4.383 2/2 [==============================] - 0s 12ms/step >59, 12/693, d1=0.380, d2=0.389 g=5.167 2/2 [==============================] - 0s 13ms/step >59, 13/693, d1=0.436, d2=0.294 g=5.818 2/2 [==============================] - 0s 13ms/step >59, 14/693, d1=0.397, d2=0.202 g=3.327 2/2 [==============================] - 0s 12ms/step >59, 15/693, d1=0.374, d2=0.399 g=5.410 2/2 [==============================] - 0s 13ms/step >59, 16/693, d1=0.373, d2=0.286 g=3.843 2/2 [==============================] - 0s 12ms/step >59, 17/693, d1=0.465, d2=0.356 g=3.568 2/2 [==============================] - 0s 12ms/step >59, 18/693, d1=0.392, d2=0.354 g=4.247 2/2 [==============================] - 0s 14ms/step >59, 19/693, d1=0.604, d2=0.437 g=3.606 2/2 [==============================] - 0s 11ms/step >59, 20/693, d1=0.433, d2=0.326 g=4.203 2/2 [==============================] - 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0s 11ms/step >59, 164/693, d1=0.386, d2=0.301 g=2.970 2/2 [==============================] - 0s 11ms/step >59, 165/693, d1=0.461, d2=0.333 g=4.070 2/2 [==============================] - 0s 15ms/step >59, 166/693, d1=0.348, d2=0.387 g=3.962 2/2 [==============================] - 0s 13ms/step >59, 167/693, d1=0.408, d2=0.311 g=3.968 2/2 [==============================] - 0s 11ms/step >59, 168/693, d1=0.369, d2=0.336 g=4.706 2/2 [==============================] - 0s 12ms/step >59, 169/693, d1=0.376, d2=0.432 g=3.843 2/2 [==============================] - 0s 13ms/step >59, 170/693, d1=0.413, d2=0.266 g=4.497 2/2 [==============================] - 0s 13ms/step >59, 171/693, d1=0.350, d2=0.356 g=3.778 2/2 [==============================] - 0s 11ms/step >59, 172/693, d1=0.358, d2=0.252 g=3.375 2/2 [==============================] - 0s 12ms/step >59, 173/693, d1=0.398, d2=0.371 g=4.108 2/2 [==============================] - 0s 12ms/step >59, 174/693, d1=0.379, d2=0.245 g=4.929 2/2 [==============================] - 0s 11ms/step >59, 175/693, d1=0.384, d2=0.347 g=4.126 2/2 [==============================] - 0s 13ms/step >59, 176/693, d1=0.369, d2=0.375 g=2.331 2/2 [==============================] - 0s 12ms/step >59, 177/693, d1=0.538, d2=0.276 g=3.409 2/2 [==============================] - 0s 13ms/step >59, 178/693, d1=0.501, d2=0.391 g=4.951 2/2 [==============================] - 0s 12ms/step >59, 179/693, d1=0.298, d2=0.424 g=3.027 2/2 [==============================] - 0s 12ms/step >59, 180/693, d1=0.440, d2=0.368 g=4.343 2/2 [==============================] - 0s 13ms/step >59, 181/693, d1=0.358, d2=0.314 g=3.663 2/2 [==============================] - 0s 12ms/step >59, 182/693, d1=0.464, d2=0.291 g=3.660 2/2 [==============================] - 0s 12ms/step >59, 183/693, d1=0.475, d2=0.267 g=3.246 2/2 [==============================] - 0s 13ms/step >59, 184/693, d1=0.458, d2=0.321 g=3.687 2/2 [==============================] - 0s 14ms/step >59, 185/693, d1=0.426, d2=0.360 g=3.546 2/2 [==============================] - 0s 12ms/step >59, 186/693, d1=0.513, d2=0.281 g=3.253 2/2 [==============================] - 0s 12ms/step >59, 187/693, d1=0.344, d2=0.407 g=4.048 2/2 [==============================] - 0s 13ms/step >59, 188/693, d1=0.334, d2=0.301 g=4.745 2/2 [==============================] - 0s 12ms/step >59, 189/693, d1=0.400, d2=0.264 g=3.612 2/2 [==============================] - 0s 11ms/step >59, 190/693, d1=0.473, d2=0.361 g=4.310 2/2 [==============================] - 0s 12ms/step >59, 191/693, d1=0.493, d2=0.497 g=3.610 2/2 [==============================] - 0s 11ms/step >59, 192/693, d1=0.401, d2=0.305 g=3.926 2/2 [==============================] - 0s 11ms/step >59, 193/693, d1=0.430, d2=0.413 g=3.256 2/2 [==============================] - 0s 13ms/step >59, 194/693, d1=0.453, d2=0.307 g=6.282 2/2 [==============================] - 0s 11ms/step >59, 195/693, d1=0.348, d2=0.354 g=5.452 2/2 [==============================] - 0s 11ms/step >59, 196/693, d1=0.398, d2=0.336 g=4.762 2/2 [==============================] - 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0s 12ms/step >59, 615/693, d1=0.307, d2=0.351 g=2.816 2/2 [==============================] - 0s 17ms/step >59, 616/693, d1=0.448, d2=0.402 g=3.551 2/2 [==============================] - 0s 13ms/step >59, 617/693, d1=0.309, d2=0.293 g=3.221 2/2 [==============================] - 0s 12ms/step >59, 618/693, d1=0.479, d2=0.275 g=3.643 2/2 [==============================] - 0s 14ms/step >59, 619/693, d1=0.362, d2=0.314 g=3.219 2/2 [==============================] - 0s 14ms/step >59, 620/693, d1=0.397, d2=0.396 g=3.084 2/2 [==============================] - 0s 13ms/step >59, 621/693, d1=0.443, d2=0.280 g=3.104 2/2 [==============================] - 0s 13ms/step >59, 622/693, d1=0.453, d2=0.354 g=2.749 2/2 [==============================] - 0s 13ms/step >59, 623/693, d1=0.347, d2=0.282 g=3.089 2/2 [==============================] - 0s 14ms/step >59, 624/693, d1=0.474, d2=0.384 g=3.596 2/2 [==============================] - 0s 14ms/step >59, 625/693, d1=0.319, d2=0.385 g=2.698 2/2 [==============================] - 0s 14ms/step >59, 626/693, d1=0.354, d2=0.382 g=3.431 2/2 [==============================] - 0s 13ms/step >59, 627/693, d1=0.399, d2=0.295 g=3.063 2/2 [==============================] - 0s 14ms/step >59, 628/693, d1=0.422, d2=0.395 g=4.841 2/2 [==============================] - 0s 13ms/step >59, 629/693, d1=0.408, d2=0.267 g=2.739 2/2 [==============================] - 0s 13ms/step >59, 630/693, d1=0.610, d2=0.328 g=2.931 2/2 [==============================] - 0s 15ms/step >59, 631/693, d1=0.281, d2=0.415 g=2.288 2/2 [==============================] - 0s 14ms/step >59, 632/693, d1=0.640, d2=0.259 g=2.741 2/2 [==============================] - 0s 11ms/step >59, 633/693, d1=0.341, d2=0.430 g=3.042 2/2 [==============================] - 0s 13ms/step >59, 634/693, d1=0.475, d2=0.391 g=4.719 2/2 [==============================] - 0s 14ms/step >59, 635/693, d1=0.419, d2=0.317 g=3.922 2/2 [==============================] - 0s 14ms/step >59, 636/693, d1=0.440, d2=0.367 g=4.072 2/2 [==============================] - 0s 13ms/step >59, 637/693, d1=0.393, d2=0.371 g=4.217 2/2 [==============================] - 0s 13ms/step >59, 638/693, d1=0.370, d2=0.346 g=3.246 2/2 [==============================] - 0s 14ms/step >59, 639/693, d1=0.592, d2=0.471 g=3.274 2/2 [==============================] - 0s 12ms/step >59, 640/693, d1=0.482, d2=0.265 g=2.572 2/2 [==============================] - 0s 12ms/step >59, 641/693, d1=0.515, d2=0.434 g=3.499 2/2 [==============================] - 0s 12ms/step >59, 642/693, d1=0.371, d2=0.298 g=2.475 2/2 [==============================] - 0s 11ms/step >59, 643/693, d1=0.349, d2=0.283 g=2.723 2/2 [==============================] - 0s 11ms/step >59, 644/693, d1=0.503, d2=0.449 g=2.359 2/2 [==============================] - 0s 11ms/step >59, 645/693, d1=0.342, d2=0.399 g=2.433 2/2 [==============================] - 0s 13ms/step >59, 646/693, d1=0.340, d2=0.276 g=3.337 2/2 [==============================] - 0s 12ms/step >59, 647/693, d1=0.424, d2=0.277 g=3.778 2/2 [==============================] - 0s 14ms/step >59, 648/693, d1=0.320, d2=0.334 g=3.705 2/2 [==============================] - 0s 13ms/step >59, 649/693, d1=0.447, d2=0.343 g=3.080 2/2 [==============================] - 0s 13ms/step >59, 650/693, d1=0.325, d2=0.265 g=4.238 2/2 [==============================] - 0s 12ms/step >59, 651/693, d1=0.463, d2=0.419 g=3.582 2/2 [==============================] - 0s 13ms/step >59, 652/693, d1=0.428, d2=0.472 g=3.447 2/2 [==============================] - 0s 12ms/step >59, 653/693, d1=0.394, d2=0.254 g=3.253 2/2 [==============================] - 0s 13ms/step >59, 654/693, d1=0.318, d2=0.392 g=2.873 2/2 [==============================] - 0s 11ms/step >59, 655/693, d1=0.463, d2=0.268 g=3.397 2/2 [==============================] - 0s 12ms/step >59, 656/693, d1=0.494, d2=0.336 g=3.039 2/2 [==============================] - 0s 12ms/step >59, 657/693, d1=0.359, d2=0.402 g=3.477 2/2 [==============================] - 0s 13ms/step >59, 658/693, d1=0.352, d2=0.327 g=3.256 2/2 [==============================] - 0s 14ms/step >59, 659/693, d1=0.580, d2=0.274 g=2.469 2/2 [==============================] - 0s 11ms/step >59, 660/693, d1=0.468, d2=0.431 g=3.037 2/2 [==============================] - 0s 11ms/step >59, 661/693, d1=0.287, d2=0.381 g=3.345 2/2 [==============================] - 0s 12ms/step >59, 662/693, d1=0.382, d2=0.190 g=3.154 2/2 [==============================] - 0s 11ms/step >59, 663/693, d1=0.446, d2=0.356 g=2.826 2/2 [==============================] - 0s 11ms/step >59, 664/693, d1=0.393, d2=0.389 g=3.147 2/2 [==============================] - 0s 13ms/step >59, 665/693, d1=0.515, d2=0.346 g=2.261 2/2 [==============================] - 0s 15ms/step >59, 666/693, d1=0.383, d2=0.484 g=3.195 2/2 [==============================] - 0s 13ms/step >59, 667/693, d1=0.344, d2=0.205 g=3.406 2/2 [==============================] - 0s 14ms/step >59, 668/693, d1=0.608, d2=0.287 g=2.917 2/2 [==============================] - 0s 14ms/step >59, 669/693, d1=0.341, d2=0.372 g=3.189 2/2 [==============================] - 0s 14ms/step >59, 670/693, d1=0.393, d2=0.330 g=3.138 2/2 [==============================] - 0s 13ms/step >59, 671/693, d1=0.435, d2=0.349 g=3.042 2/2 [==============================] - 0s 12ms/step >59, 672/693, d1=0.336, d2=0.368 g=3.512 2/2 [==============================] - 0s 12ms/step >59, 673/693, d1=0.286, d2=0.383 g=3.836 2/2 [==============================] - 0s 13ms/step >59, 674/693, d1=0.365, d2=0.239 g=3.925 2/2 [==============================] - 0s 14ms/step >59, 675/693, d1=0.352, d2=0.446 g=3.744 2/2 [==============================] - 0s 12ms/step >59, 676/693, d1=0.479, d2=0.250 g=3.380 2/2 [==============================] - 0s 14ms/step >59, 677/693, d1=0.434, d2=0.345 g=3.211 2/2 [==============================] - 0s 12ms/step >59, 678/693, d1=0.483, d2=0.373 g=2.450 2/2 [==============================] - 0s 15ms/step >59, 679/693, d1=0.409, d2=0.278 g=2.193 2/2 [==============================] - 0s 11ms/step >59, 680/693, d1=0.289, d2=0.286 g=2.845 2/2 [==============================] - 0s 13ms/step >59, 681/693, d1=0.533, d2=0.455 g=2.744 2/2 [==============================] - 0s 14ms/step >59, 682/693, d1=0.399, d2=0.241 g=3.502 2/2 [==============================] - 0s 14ms/step >59, 683/693, d1=0.465, d2=0.372 g=2.835 2/2 [==============================] - 0s 14ms/step >59, 684/693, d1=0.326, d2=0.327 g=2.877 2/2 [==============================] - 0s 12ms/step >59, 685/693, d1=0.347, d2=0.370 g=2.744 2/2 [==============================] - 0s 13ms/step >59, 686/693, d1=0.543, d2=0.308 g=3.302 2/2 [==============================] - 0s 12ms/step >59, 687/693, d1=0.247, d2=0.463 g=3.821 2/2 [==============================] - 0s 11ms/step >59, 688/693, d1=0.421, d2=0.277 g=3.021 2/2 [==============================] - 0s 13ms/step >59, 689/693, d1=0.502, d2=0.302 g=4.047 2/2 [==============================] - 0s 11ms/step >59, 690/693, d1=0.504, d2=0.317 g=2.681 2/2 [==============================] - 0s 12ms/step >59, 691/693, d1=0.404, d2=0.366 g=2.885 2/2 [==============================] - 0s 16ms/step >59, 692/693, d1=0.220, d2=0.246 g=3.311 2/2 [==============================] - 0s 12ms/step >59, 693/693, d1=0.405, d2=0.373 g=3.612 2/2 [==============================] - 0s 12ms/step >60, 1/693, d1=0.409, d2=0.319 g=3.990 2/2 [==============================] - 0s 11ms/step >60, 2/693, d1=0.318, d2=0.227 g=4.004 2/2 [==============================] - 0s 12ms/step >60, 3/693, d1=0.314, d2=0.439 g=3.016 2/2 [==============================] - 0s 12ms/step >60, 4/693, d1=0.404, d2=0.182 g=3.306 2/2 [==============================] - 0s 13ms/step >60, 5/693, d1=0.419, d2=0.271 g=3.243 2/2 [==============================] - 0s 12ms/step >60, 6/693, d1=0.456, d2=0.403 g=2.995 2/2 [==============================] - 0s 12ms/step >60, 7/693, d1=0.352, d2=0.275 g=3.503 2/2 [==============================] - 0s 12ms/step >60, 8/693, d1=0.378, d2=0.331 g=3.614 2/2 [==============================] - 0s 11ms/step >60, 9/693, d1=0.419, d2=0.456 g=2.126 2/2 [==============================] - 0s 12ms/step >60, 10/693, d1=0.344, d2=0.295 g=3.174 2/2 [==============================] - 0s 12ms/step >60, 11/693, d1=0.349, d2=0.308 g=3.336 2/2 [==============================] - 0s 12ms/step >60, 12/693, d1=0.562, d2=0.309 g=3.143 2/2 [==============================] - 0s 11ms/step >60, 13/693, d1=0.263, d2=0.313 g=2.869 2/2 [==============================] - 0s 12ms/step >60, 14/693, d1=0.299, d2=0.342 g=3.561 2/2 [==============================] - 0s 14ms/step >60, 15/693, d1=0.421, d2=0.304 g=3.763 2/2 [==============================] - 0s 14ms/step >60, 16/693, d1=0.421, d2=0.333 g=3.114 2/2 [==============================] - 0s 13ms/step >60, 17/693, d1=0.323, d2=0.327 g=3.884 2/2 [==============================] - 0s 13ms/step >60, 18/693, d1=0.455, d2=0.347 g=3.235 2/2 [==============================] - 0s 11ms/step >60, 19/693, d1=0.408, d2=0.335 g=3.898 2/2 [==============================] - 0s 12ms/step >60, 20/693, d1=0.390, d2=0.283 g=3.502 2/2 [==============================] - 0s 11ms/step >60, 21/693, d1=0.514, d2=0.399 g=3.120 2/2 [==============================] - 0s 12ms/step >60, 22/693, d1=0.384, d2=0.315 g=2.773 2/2 [==============================] - 0s 12ms/step >60, 23/693, d1=0.330, d2=0.362 g=2.775 2/2 [==============================] - 0s 12ms/step >60, 24/693, d1=0.563, d2=0.293 g=3.860 2/2 [==============================] - 0s 12ms/step >60, 25/693, d1=0.339, d2=0.299 g=3.021 2/2 [==============================] - 0s 13ms/step >60, 26/693, d1=0.306, d2=0.340 g=3.052 2/2 [==============================] - 0s 12ms/step >60, 27/693, d1=0.508, d2=0.292 g=2.641 2/2 [==============================] - 0s 11ms/step >60, 28/693, d1=0.391, d2=0.309 g=3.795 2/2 [==============================] - 0s 12ms/step >60, 29/693, d1=0.334, d2=0.288 g=2.786 2/2 [==============================] - 0s 12ms/step >60, 30/693, d1=0.534, d2=0.346 g=3.079 2/2 [==============================] - 0s 11ms/step >60, 31/693, d1=0.422, d2=0.439 g=2.747 2/2 [==============================] - 0s 11ms/step >60, 32/693, d1=0.442, d2=0.303 g=4.132 2/2 [==============================] - 0s 13ms/step >60, 33/693, d1=0.316, d2=0.270 g=7.510 2/2 [==============================] - 0s 13ms/step >60, 34/693, d1=0.593, d2=0.312 g=6.488 2/2 [==============================] - 0s 12ms/step >60, 35/693, d1=0.410, d2=0.315 g=3.033 2/2 [==============================] - 0s 15ms/step >60, 36/693, d1=0.279, d2=0.449 g=5.621 2/2 [==============================] - 0s 12ms/step >60, 37/693, d1=0.294, d2=0.289 g=7.012 2/2 [==============================] - 0s 12ms/step >60, 38/693, d1=0.430, d2=0.311 g=4.107 2/2 [==============================] - 0s 12ms/step >60, 39/693, d1=0.522, d2=0.343 g=8.017 2/2 [==============================] - 0s 11ms/step >60, 40/693, d1=0.496, d2=0.336 g=5.444 2/2 [==============================] - 0s 14ms/step >60, 41/693, d1=0.428, d2=0.429 g=5.652 2/2 [==============================] - 0s 11ms/step >60, 42/693, d1=0.496, d2=0.287 g=11.993 2/2 [==============================] - 0s 12ms/step >60, 43/693, d1=0.408, d2=0.412 g=5.702 2/2 [==============================] - 0s 12ms/step >60, 44/693, d1=0.392, d2=0.318 g=6.798 2/2 [==============================] - 0s 11ms/step >60, 45/693, d1=0.338, d2=0.303 g=5.558 2/2 [==============================] - 0s 11ms/step >60, 46/693, d1=0.239, d2=0.260 g=5.773 2/2 [==============================] - 0s 13ms/step >60, 47/693, d1=0.339, d2=0.345 g=5.660 2/2 [==============================] - 0s 12ms/step >60, 48/693, d1=0.490, d2=0.269 g=5.170 2/2 [==============================] - 0s 14ms/step >60, 49/693, d1=0.199, d2=0.368 g=3.864 2/2 [==============================] - 0s 12ms/step >60, 50/693, d1=0.416, d2=0.239 g=1.984 2/2 [==============================] - 0s 12ms/step >60, 51/693, d1=0.451, d2=0.411 g=7.442 2/2 [==============================] - 0s 12ms/step >60, 52/693, d1=0.375, d2=0.273 g=6.132 2/2 [==============================] - 0s 14ms/step >60, 53/693, d1=0.507, d2=0.405 g=5.535 2/2 [==============================] - 0s 12ms/step >60, 54/693, d1=0.407, d2=0.482 g=3.647 2/2 [==============================] - 0s 15ms/step >60, 55/693, d1=0.337, d2=0.385 g=6.842 2/2 [==============================] - 0s 13ms/step >60, 56/693, d1=0.391, d2=0.216 g=4.338 2/2 [==============================] - 0s 14ms/step >60, 57/693, d1=0.452, d2=0.325 g=8.705 2/2 [==============================] - 0s 14ms/step >60, 58/693, d1=0.300, d2=0.332 g=5.706 2/2 [==============================] - 0s 12ms/step >60, 59/693, d1=0.424, d2=0.265 g=5.930 2/2 [==============================] - 0s 11ms/step >60, 60/693, d1=0.325, d2=0.282 g=4.157 2/2 [==============================] - 0s 13ms/step >60, 61/693, d1=0.377, d2=0.301 g=4.138 2/2 [==============================] - 0s 11ms/step >60, 62/693, d1=0.399, d2=0.439 g=5.719 2/2 [==============================] - 0s 14ms/step >60, 63/693, d1=0.422, d2=0.307 g=6.563 2/2 [==============================] - 0s 13ms/step >60, 64/693, d1=0.379, d2=0.442 g=5.063 2/2 [==============================] - 0s 12ms/step >60, 65/693, d1=0.471, d2=0.224 g=6.933 2/2 [==============================] - 0s 13ms/step >60, 66/693, d1=0.464, d2=0.258 g=5.163 2/2 [==============================] - 0s 15ms/step >60, 67/693, d1=0.475, d2=0.346 g=4.087 2/2 [==============================] - 0s 12ms/step >60, 68/693, d1=0.289, d2=0.251 g=3.492 2/2 [==============================] - 0s 15ms/step >60, 69/693, d1=0.426, d2=0.430 g=2.504 2/2 [==============================] - 0s 13ms/step >60, 70/693, d1=0.397, d2=0.326 g=5.504 2/2 [==============================] - 0s 14ms/step >60, 71/693, d1=0.400, d2=0.356 g=6.141 2/2 [==============================] - 0s 12ms/step >60, 72/693, d1=0.461, d2=0.315 g=3.850 2/2 [==============================] - 0s 14ms/step >60, 73/693, d1=0.437, d2=0.263 g=5.017 2/2 [==============================] - 0s 13ms/step >60, 74/693, d1=0.389, d2=0.448 g=7.742 2/2 [==============================] - 0s 15ms/step >60, 75/693, d1=0.299, d2=0.380 g=4.017 2/2 [==============================] - 0s 13ms/step >60, 76/693, d1=0.637, d2=0.308 g=6.076 2/2 [==============================] - 0s 15ms/step >60, 77/693, d1=0.407, d2=0.249 g=4.977 2/2 [==============================] - 0s 12ms/step >60, 78/693, d1=0.317, d2=0.387 g=3.973 2/2 [==============================] - 0s 14ms/step >60, 79/693, d1=0.361, d2=0.355 g=3.252 2/2 [==============================] - 0s 14ms/step >60, 80/693, d1=0.376, d2=0.367 g=5.328 2/2 [==============================] - 0s 12ms/step >60, 81/693, d1=0.452, d2=0.305 g=8.163 2/2 [==============================] - 0s 14ms/step >60, 82/693, d1=0.311, d2=0.416 g=5.007 2/2 [==============================] - 0s 14ms/step >60, 83/693, d1=0.220, d2=0.257 g=4.233 2/2 [==============================] - 0s 15ms/step >60, 84/693, d1=0.521, d2=0.386 g=3.976 2/2 [==============================] - 0s 14ms/step >60, 85/693, d1=0.385, d2=0.210 g=4.156 2/2 [==============================] - 0s 14ms/step >60, 86/693, d1=0.287, d2=0.285 g=3.183 2/2 [==============================] - 0s 13ms/step >60, 87/693, d1=0.413, d2=0.341 g=5.381 2/2 [==============================] - 0s 13ms/step >60, 88/693, d1=0.462, d2=0.234 g=6.045 2/2 [==============================] - 0s 16ms/step >60, 89/693, d1=0.294, d2=0.348 g=1.928 2/2 [==============================] - 0s 14ms/step >60, 90/693, d1=0.417, d2=0.239 g=7.834 2/2 [==============================] - 0s 12ms/step >60, 91/693, d1=0.392, d2=0.344 g=7.462 2/2 [==============================] - 0s 14ms/step >60, 92/693, d1=0.357, d2=0.360 g=6.763 2/2 [==============================] - 0s 13ms/step >60, 93/693, d1=0.456, d2=0.415 g=5.279 2/2 [==============================] - 0s 12ms/step >60, 94/693, d1=0.420, d2=0.322 g=5.991 2/2 [==============================] - 0s 14ms/step >60, 95/693, d1=0.343, d2=0.222 g=7.819 2/2 [==============================] - 0s 14ms/step >60, 96/693, d1=0.329, d2=0.348 g=6.759 2/2 [==============================] - 0s 14ms/step >60, 97/693, d1=0.385, d2=0.287 g=7.292 2/2 [==============================] - 0s 12ms/step >60, 98/693, d1=0.247, d2=0.402 g=6.621 2/2 [==============================] - 0s 13ms/step >60, 99/693, d1=0.441, d2=0.197 g=6.986 2/2 [==============================] - 0s 13ms/step >60, 100/693, d1=0.514, d2=0.517 g=4.135 2/2 [==============================] - 0s 14ms/step >60, 101/693, d1=0.342, d2=0.379 g=4.919 2/2 [==============================] - 0s 14ms/step >60, 102/693, d1=0.453, d2=0.419 g=6.381 2/2 [==============================] - 0s 14ms/step >60, 103/693, d1=0.477, d2=0.333 g=7.048 2/2 [==============================] - 0s 11ms/step >60, 104/693, d1=0.418, d2=0.342 g=4.592 2/2 [==============================] - 0s 12ms/step >60, 105/693, d1=0.437, d2=0.335 g=4.961 2/2 [==============================] - 0s 15ms/step >60, 106/693, d1=0.419, d2=0.350 g=4.500 2/2 [==============================] - 0s 12ms/step >60, 107/693, d1=0.314, d2=0.377 g=3.824 2/2 [==============================] - 0s 15ms/step >60, 108/693, d1=0.315, d2=0.285 g=5.898 2/2 [==============================] - 0s 15ms/step >60, 109/693, d1=0.622, d2=0.418 g=2.681 2/2 [==============================] - 0s 13ms/step >60, 110/693, d1=0.305, d2=0.282 g=2.540 2/2 [==============================] - 0s 12ms/step >60, 111/693, d1=0.377, d2=0.284 g=6.826 2/2 [==============================] - 0s 14ms/step >60, 112/693, d1=0.500, d2=0.500 g=1.889 2/2 [==============================] - 0s 14ms/step >60, 113/693, d1=0.474, d2=0.381 g=6.030 2/2 [==============================] - 0s 12ms/step >60, 114/693, d1=0.427, d2=0.316 g=5.752 2/2 [==============================] - 0s 14ms/step >60, 115/693, d1=0.469, d2=0.387 g=4.890 2/2 [==============================] - 0s 14ms/step >60, 116/693, d1=0.382, d2=0.304 g=3.490 2/2 [==============================] - 0s 14ms/step >60, 117/693, d1=0.439, d2=0.273 g=3.323 2/2 [==============================] - 0s 13ms/step >60, 118/693, d1=0.374, d2=0.304 g=7.233 2/2 [==============================] - 0s 13ms/step >60, 119/693, d1=0.617, d2=0.381 g=3.032 2/2 [==============================] - 0s 11ms/step >60, 120/693, d1=0.461, d2=0.365 g=5.857 2/2 [==============================] - 0s 11ms/step >60, 121/693, d1=0.299, d2=0.418 g=2.522 2/2 [==============================] - 0s 13ms/step >60, 122/693, d1=0.440, d2=0.343 g=8.932 2/2 [==============================] - 0s 12ms/step >60, 123/693, d1=0.359, d2=0.445 g=5.684 2/2 [==============================] - 0s 13ms/step >60, 124/693, d1=0.360, d2=0.313 g=7.284 2/2 [==============================] - 0s 11ms/step >60, 125/693, d1=0.387, d2=0.228 g=3.324 2/2 [==============================] - 0s 11ms/step >60, 126/693, d1=0.329, d2=0.285 g=3.799 2/2 [==============================] - 0s 12ms/step >60, 127/693, d1=0.488, d2=0.377 g=6.250 2/2 [==============================] - 0s 12ms/step >60, 128/693, d1=0.249, d2=0.286 g=5.662 2/2 [==============================] - 0s 11ms/step >60, 129/693, d1=0.294, d2=0.269 g=3.203 2/2 [==============================] - 0s 12ms/step >60, 130/693, d1=0.366, d2=0.324 g=4.108 2/2 [==============================] - 0s 11ms/step >60, 131/693, d1=0.382, d2=0.338 g=6.496 2/2 [==============================] - 0s 12ms/step >60, 132/693, d1=0.352, d2=0.411 g=6.137 2/2 [==============================] - 0s 12ms/step >60, 133/693, d1=0.458, d2=0.427 g=5.857 2/2 [==============================] - 0s 12ms/step >60, 134/693, d1=0.434, d2=0.273 g=4.515 2/2 [==============================] - 0s 12ms/step >60, 135/693, d1=0.438, d2=0.307 g=6.825 2/2 [==============================] - 0s 12ms/step >60, 136/693, d1=0.383, d2=0.420 g=4.722 2/2 [==============================] - 0s 10ms/step >60, 137/693, d1=0.515, d2=0.365 g=5.894 2/2 [==============================] - 0s 12ms/step >60, 138/693, d1=0.270, d2=0.345 g=3.576 2/2 [==============================] - 0s 12ms/step >60, 139/693, d1=0.380, d2=0.261 g=4.568 2/2 [==============================] - 0s 14ms/step >60, 140/693, d1=0.554, d2=0.301 g=6.088 2/2 [==============================] - 0s 13ms/step >60, 141/693, d1=0.500, d2=0.525 g=3.689 2/2 [==============================] - 0s 12ms/step >60, 142/693, d1=0.340, d2=0.286 g=4.227 2/2 [==============================] - 0s 12ms/step >60, 143/693, d1=0.405, d2=0.244 g=3.526 2/2 [==============================] - 0s 13ms/step >60, 144/693, d1=0.268, d2=0.340 g=6.474 2/2 [==============================] - 0s 13ms/step >60, 145/693, d1=0.446, d2=0.355 g=3.325 2/2 [==============================] - 0s 13ms/step >60, 146/693, d1=0.379, d2=0.465 g=6.576 2/2 [==============================] - 0s 12ms/step >60, 147/693, d1=0.497, d2=0.306 g=6.435 2/2 [==============================] - 0s 12ms/step >60, 148/693, d1=0.408, d2=0.333 g=5.819 2/2 [==============================] - 0s 12ms/step >60, 149/693, d1=0.407, d2=0.318 g=5.390 2/2 [==============================] - 0s 12ms/step >60, 150/693, d1=0.377, d2=0.310 g=6.596 2/2 [==============================] - 0s 11ms/step >60, 151/693, d1=0.368, d2=0.312 g=5.082 2/2 [==============================] - 0s 12ms/step >60, 152/693, d1=0.509, d2=0.300 g=5.377 2/2 [==============================] - 0s 14ms/step >60, 153/693, d1=0.458, d2=0.644 g=5.270 2/2 [==============================] - 0s 11ms/step >60, 154/693, d1=0.319, d2=0.297 g=3.137 2/2 [==============================] - 0s 12ms/step >60, 155/693, d1=0.569, d2=0.299 g=5.071 2/2 [==============================] - 0s 13ms/step >60, 156/693, d1=0.575, d2=0.399 g=4.954 2/2 [==============================] - 0s 12ms/step >60, 157/693, d1=0.494, d2=0.372 g=5.332 2/2 [==============================] - 0s 12ms/step >60, 158/693, d1=0.407, d2=0.349 g=7.165 2/2 [==============================] - 0s 12ms/step >60, 159/693, d1=0.342, d2=0.338 g=3.518 2/2 [==============================] - 0s 11ms/step >60, 160/693, d1=0.345, d2=0.263 g=3.490 2/2 [==============================] - 0s 12ms/step >60, 161/693, d1=0.383, d2=0.352 g=3.665 2/2 [==============================] - 0s 13ms/step >60, 162/693, d1=0.437, d2=0.329 g=4.301 2/2 [==============================] - 0s 12ms/step >60, 163/693, d1=0.537, d2=0.422 g=5.909 2/2 [==============================] - 0s 12ms/step >60, 164/693, d1=0.369, d2=0.332 g=5.560 2/2 [==============================] - 0s 11ms/step >60, 165/693, d1=0.452, d2=0.337 g=2.792 2/2 [==============================] - 0s 12ms/step >60, 166/693, d1=0.417, d2=0.328 g=4.067 2/2 [==============================] - 0s 12ms/step >60, 167/693, d1=0.363, d2=0.358 g=4.722 2/2 [==============================] - 0s 11ms/step >60, 168/693, d1=0.577, d2=0.297 g=4.280 2/2 [==============================] - 0s 12ms/step >60, 169/693, d1=0.328, d2=0.317 g=5.597 2/2 [==============================] - 0s 12ms/step >60, 170/693, d1=0.504, d2=0.283 g=7.297 2/2 [==============================] - 0s 11ms/step >60, 171/693, d1=0.325, d2=0.324 g=5.988 2/2 [==============================] - 0s 14ms/step >60, 172/693, d1=0.381, d2=0.289 g=4.940 2/2 [==============================] - 0s 11ms/step >60, 173/693, d1=0.344, d2=0.323 g=5.092 2/2 [==============================] - 0s 13ms/step >60, 174/693, d1=0.374, d2=0.277 g=4.188 2/2 [==============================] - 0s 12ms/step >60, 175/693, d1=0.540, d2=0.317 g=4.355 2/2 [==============================] - 0s 11ms/step >60, 176/693, d1=0.487, d2=0.379 g=4.717 2/2 [==============================] - 0s 11ms/step >60, 177/693, d1=0.385, d2=0.394 g=6.188 2/2 [==============================] - 0s 12ms/step >60, 178/693, d1=0.456, d2=0.299 g=4.273 2/2 [==============================] - 0s 12ms/step >60, 179/693, d1=0.322, d2=0.417 g=7.068 2/2 [==============================] - 0s 12ms/step >60, 180/693, d1=0.388, d2=0.407 g=5.663 2/2 [==============================] - 0s 13ms/step >60, 181/693, d1=0.517, d2=0.331 g=4.062 2/2 [==============================] - 0s 12ms/step >60, 182/693, d1=0.245, d2=0.266 g=4.949 2/2 [==============================] - 0s 12ms/step >60, 183/693, d1=0.377, d2=0.295 g=3.564 2/2 [==============================] - 0s 11ms/step >60, 184/693, d1=0.393, d2=0.307 g=4.537 2/2 [==============================] - 0s 12ms/step >60, 185/693, d1=0.351, d2=0.399 g=3.920 2/2 [==============================] - 0s 12ms/step >60, 186/693, d1=0.369, d2=0.383 g=5.819 2/2 [==============================] - 0s 12ms/step >60, 187/693, d1=0.547, d2=0.279 g=2.592 2/2 [==============================] - 0s 12ms/step >60, 188/693, d1=0.621, d2=0.300 g=5.017 2/2 [==============================] - 0s 12ms/step >60, 189/693, d1=0.338, d2=0.355 g=6.095 2/2 [==============================] - 0s 12ms/step >60, 190/693, d1=0.418, d2=0.358 g=2.975 2/2 [==============================] - 0s 11ms/step >60, 191/693, d1=0.421, d2=0.352 g=4.498 2/2 [==============================] - 0s 12ms/step >60, 192/693, d1=0.317, d2=0.357 g=5.546 2/2 [==============================] - 0s 12ms/step >60, 193/693, d1=0.551, d2=0.315 g=4.314 2/2 [==============================] - 0s 12ms/step >60, 194/693, d1=0.352, d2=0.294 g=4.670 2/2 [==============================] - 0s 13ms/step >60, 195/693, d1=0.378, d2=0.460 g=6.757 2/2 [==============================] - 0s 12ms/step >60, 196/693, d1=0.467, d2=0.275 g=4.884 2/2 [==============================] - 0s 11ms/step >60, 197/693, d1=0.398, d2=0.299 g=4.361 2/2 [==============================] - 0s 13ms/step >60, 198/693, d1=0.359, d2=0.357 g=4.134 2/2 [==============================] - 0s 11ms/step >60, 199/693, d1=0.426, d2=0.344 g=3.793 2/2 [==============================] - 0s 11ms/step >60, 200/693, d1=0.564, d2=0.448 g=3.425 2/2 [==============================] - 0s 11ms/step >60, 201/693, d1=0.246, d2=0.324 g=5.484 2/2 [==============================] - 0s 12ms/step >60, 202/693, d1=0.493, d2=0.283 g=6.082 2/2 [==============================] - 0s 12ms/step >60, 203/693, d1=0.677, d2=0.396 g=6.137 2/2 [==============================] - 0s 12ms/step >60, 204/693, d1=0.450, d2=0.281 g=4.293 2/2 [==============================] - 0s 11ms/step >60, 205/693, d1=0.396, d2=0.425 g=1.893 2/2 [==============================] - 0s 11ms/step >60, 206/693, d1=0.358, d2=0.416 g=4.653 2/2 [==============================] - 0s 11ms/step >60, 207/693, d1=0.320, d2=0.189 g=7.004 2/2 [==============================] - 0s 12ms/step >60, 208/693, d1=0.488, d2=0.393 g=2.777 2/2 [==============================] - 0s 12ms/step >60, 209/693, d1=0.330, d2=0.314 g=5.490 2/2 [==============================] - 0s 12ms/step >60, 210/693, d1=0.513, d2=0.299 g=5.339 2/2 [==============================] - 0s 12ms/step >60, 211/693, d1=0.428, d2=0.308 g=4.545 2/2 [==============================] - 0s 12ms/step >60, 212/693, d1=0.387, d2=0.229 g=3.290 2/2 [==============================] - 0s 12ms/step >60, 213/693, d1=0.361, d2=0.301 g=5.224 2/2 [==============================] - 0s 12ms/step >60, 214/693, d1=0.378, d2=0.354 g=3.483 2/2 [==============================] - 0s 13ms/step >60, 215/693, d1=0.291, d2=0.417 g=8.567 2/2 [==============================] - 0s 11ms/step >60, 216/693, d1=0.526, d2=0.341 g=7.046 2/2 [==============================] - 0s 11ms/step >60, 217/693, d1=0.724, d2=0.385 g=2.930 2/2 [==============================] - 0s 12ms/step >60, 218/693, d1=0.327, d2=0.372 g=4.000 2/2 [==============================] - 0s 11ms/step >60, 219/693, d1=0.377, d2=0.493 g=5.827 2/2 [==============================] - 0s 13ms/step >60, 220/693, d1=0.333, d2=0.308 g=5.033 2/2 [==============================] - 0s 12ms/step >60, 221/693, d1=0.434, d2=0.270 g=6.891 2/2 [==============================] - 0s 11ms/step >60, 222/693, d1=0.424, d2=0.365 g=5.069 2/2 [==============================] - 0s 15ms/step >60, 223/693, d1=0.343, d2=0.263 g=5.995 2/2 [==============================] - 0s 12ms/step >60, 224/693, d1=0.366, d2=0.332 g=5.337 2/2 [==============================] - 0s 11ms/step >60, 225/693, d1=0.302, d2=0.366 g=4.066 2/2 [==============================] - 0s 12ms/step >60, 226/693, d1=0.343, d2=0.348 g=6.589 2/2 [==============================] - 0s 14ms/step >60, 227/693, d1=0.352, d2=0.404 g=5.465 2/2 [==============================] - 0s 12ms/step >60, 228/693, d1=0.364, d2=0.237 g=4.650 2/2 [==============================] - 0s 12ms/step >60, 229/693, d1=0.567, d2=0.243 g=4.989 2/2 [==============================] - 0s 12ms/step >60, 230/693, d1=0.379, d2=0.343 g=4.091 2/2 [==============================] - 0s 12ms/step >60, 231/693, d1=0.426, d2=0.318 g=6.262 2/2 [==============================] - 0s 11ms/step >60, 232/693, d1=0.399, d2=0.345 g=4.236 2/2 [==============================] - 0s 12ms/step >60, 233/693, d1=0.274, d2=0.279 g=4.352 2/2 [==============================] - 0s 11ms/step >60, 234/693, d1=0.304, d2=0.333 g=5.848 2/2 [==============================] - 0s 12ms/step >60, 235/693, d1=0.520, d2=0.354 g=3.466 2/2 [==============================] - 0s 12ms/step >60, 236/693, d1=0.376, d2=0.362 g=7.513 2/2 [==============================] - 0s 11ms/step >60, 237/693, d1=0.364, d2=0.331 g=4.249 2/2 [==============================] - 0s 11ms/step >60, 238/693, d1=0.479, d2=0.227 g=6.744 2/2 [==============================] - 0s 11ms/step >60, 239/693, d1=0.393, d2=0.473 g=4.803 2/2 [==============================] - 0s 12ms/step >60, 240/693, d1=0.408, d2=0.340 g=3.276 2/2 [==============================] - 0s 12ms/step >60, 241/693, d1=0.416, d2=0.348 g=6.373 2/2 [==============================] - 0s 11ms/step >60, 242/693, d1=0.365, d2=0.258 g=6.131 2/2 [==============================] - 0s 12ms/step >60, 243/693, d1=0.290, d2=0.296 g=5.394 2/2 [==============================] - 0s 11ms/step >60, 244/693, d1=0.530, d2=0.263 g=5.036 2/2 [==============================] - 0s 14ms/step >60, 245/693, d1=0.607, d2=0.397 g=3.680 2/2 [==============================] - 0s 11ms/step >60, 246/693, d1=0.358, d2=0.294 g=2.528 2/2 [==============================] - 0s 12ms/step >60, 247/693, d1=0.401, d2=0.409 g=3.177 2/2 [==============================] - 0s 11ms/step >60, 248/693, d1=0.466, d2=0.322 g=5.933 2/2 [==============================] - 0s 12ms/step >60, 249/693, d1=0.313, d2=0.360 g=2.640 2/2 [==============================] - 0s 12ms/step >60, 250/693, d1=0.370, d2=0.252 g=4.955 2/2 [==============================] - 0s 12ms/step >60, 251/693, d1=0.373, d2=0.370 g=8.987 2/2 [==============================] - 0s 12ms/step >60, 252/693, d1=0.419, d2=0.299 g=3.729 2/2 [==============================] - 0s 11ms/step >60, 253/693, d1=0.406, d2=0.300 g=2.974 2/2 [==============================] - 0s 13ms/step >60, 254/693, d1=0.350, d2=0.432 g=5.191 2/2 [==============================] - 0s 11ms/step >60, 255/693, d1=0.380, d2=0.289 g=5.079 2/2 [==============================] - 0s 10ms/step >60, 256/693, d1=0.476, d2=0.296 g=3.971 2/2 [==============================] - 0s 13ms/step >60, 257/693, d1=0.484, d2=0.344 g=2.410 2/2 [==============================] - 0s 14ms/step >60, 258/693, d1=0.359, d2=0.368 g=5.838 2/2 [==============================] - 0s 13ms/step >60, 259/693, d1=0.371, d2=0.387 g=3.879 2/2 [==============================] - 0s 10ms/step >60, 260/693, d1=0.383, d2=0.396 g=4.640 2/2 [==============================] - 0s 10ms/step >60, 261/693, d1=0.392, d2=0.299 g=4.899 2/2 [==============================] - 0s 14ms/step >60, 262/693, d1=0.591, d2=0.260 g=5.870 2/2 [==============================] - 0s 14ms/step >60, 263/693, d1=0.423, d2=0.486 g=5.887 2/2 [==============================] - 0s 16ms/step >60, 264/693, d1=0.352, d2=0.287 g=6.837 2/2 [==============================] - 0s 14ms/step >60, 265/693, d1=0.434, d2=0.385 g=4.817 2/2 [==============================] - 0s 18ms/step >60, 266/693, d1=0.458, d2=0.360 g=5.929 2/2 [==============================] - 0s 12ms/step >60, 267/693, d1=0.490, d2=0.477 g=5.282 2/2 [==============================] - 0s 19ms/step >60, 268/693, d1=0.277, d2=0.355 g=3.638 2/2 [==============================] - 0s 14ms/step >60, 269/693, d1=0.420, d2=0.295 g=3.293 2/2 [==============================] - 0s 20ms/step >60, 270/693, d1=0.406, d2=0.341 g=3.104 2/2 [==============================] - 0s 8ms/step >60, 271/693, d1=0.425, d2=0.285 g=5.337 2/2 [==============================] - 0s 13ms/step >60, 272/693, d1=0.453, d2=0.409 g=4.306 2/2 [==============================] - 0s 12ms/step >60, 273/693, d1=0.471, d2=0.412 g=3.701 2/2 [==============================] - 0s 13ms/step >60, 274/693, d1=0.311, d2=0.385 g=5.024 2/2 [==============================] - 0s 7ms/step >60, 275/693, d1=0.365, d2=0.307 g=5.624 2/2 [==============================] - 0s 12ms/step >60, 276/693, d1=0.270, d2=0.273 g=2.109 2/2 [==============================] - 0s 11ms/step >60, 277/693, d1=0.584, d2=0.319 g=5.763 2/2 [==============================] - 0s 14ms/step >60, 278/693, d1=0.371, d2=0.332 g=2.366 2/2 [==============================] - 0s 8ms/step >60, 279/693, d1=0.432, d2=0.370 g=3.378 2/2 [==============================] - 0s 12ms/step >60, 280/693, d1=0.333, d2=0.351 g=3.989 2/2 [==============================] - 0s 2ms/step >60, 281/693, d1=0.375, d2=0.326 g=4.588 2/2 [==============================] - 0s 16ms/step >60, 282/693, d1=0.347, d2=0.393 g=4.425 2/2 [==============================] - 0s 11ms/step >60, 283/693, d1=0.437, d2=0.315 g=4.875 2/2 [==============================] - 0s 12ms/step >60, 284/693, d1=0.409, d2=0.367 g=4.940 2/2 [==============================] - 0s 14ms/step >60, 285/693, d1=0.448, d2=0.316 g=6.888 2/2 [==============================] - 0s 13ms/step >60, 286/693, d1=0.538, d2=0.369 g=5.490 2/2 [==============================] - 0s 13ms/step >60, 287/693, d1=0.407, d2=0.276 g=6.722 2/2 [==============================] - 0s 15ms/step >60, 288/693, d1=0.286, d2=0.417 g=3.595 2/2 [==============================] - 0s 14ms/step >60, 289/693, d1=0.445, d2=0.293 g=6.249 2/2 [==============================] - 0s 14ms/step >60, 290/693, d1=0.529, d2=0.380 g=4.019 2/2 [==============================] - 0s 12ms/step >60, 291/693, d1=0.193, d2=0.462 g=3.481 2/2 [==============================] - 0s 13ms/step >60, 292/693, d1=0.482, d2=0.344 g=6.379 2/2 [==============================] - 0s 11ms/step >60, 293/693, d1=0.335, d2=0.292 g=5.614 2/2 [==============================] - 0s 14ms/step >60, 294/693, d1=0.423, d2=0.325 g=5.377 2/2 [==============================] - 0s 13ms/step >60, 295/693, d1=0.251, d2=0.274 g=7.717 2/2 [==============================] - 0s 6ms/step >60, 296/693, d1=0.578, d2=0.348 g=4.183 2/2 [==============================] - 0s 8ms/step >60, 297/693, d1=0.302, d2=0.425 g=6.196 2/2 [==============================] - 0s 12ms/step >60, 298/693, d1=0.332, d2=0.473 g=2.852 2/2 [==============================] - 0s 8ms/step >60, 299/693, d1=0.430, d2=0.352 g=7.187 2/2 [==============================] - 0s 13ms/step >60, 300/693, d1=0.400, d2=0.238 g=4.530 2/2 [==============================] - 0s 13ms/step >60, 301/693, d1=0.549, d2=0.433 g=4.050 2/2 [==============================] - 0s 16ms/step >60, 302/693, d1=0.338, d2=0.292 g=6.030 2/2 [==============================] - 0s 14ms/step >60, 303/693, d1=0.432, d2=0.357 g=4.360 2/2 [==============================] - 0s 15ms/step >60, 304/693, d1=0.497, d2=0.366 g=3.622 2/2 [==============================] - 0s 31ms/step >60, 305/693, d1=0.438, d2=0.342 g=5.922 2/2 [==============================] - 0s 16ms/step >60, 306/693, d1=0.443, d2=0.371 g=3.727 2/2 [==============================] - 0s 16ms/step >60, 307/693, d1=0.264, d2=0.353 g=5.595 2/2 [==============================] - 0s 13ms/step >60, 308/693, d1=0.409, d2=0.290 g=4.585 2/2 [==============================] - 0s 13ms/step >60, 309/693, d1=0.373, d2=0.231 g=3.730 2/2 [==============================] - 0s 16ms/step >60, 310/693, d1=0.443, d2=0.336 g=6.235 2/2 [==============================] - 0s 14ms/step >60, 311/693, d1=0.516, d2=0.313 g=5.143 2/2 [==============================] - 0s 14ms/step >60, 312/693, d1=0.250, d2=0.529 g=3.279 2/2 [==============================] - 0s 17ms/step >60, 313/693, d1=0.267, d2=0.217 g=3.484 2/2 [==============================] - 0s 14ms/step >60, 314/693, d1=0.556, d2=0.293 g=3.603 2/2 [==============================] - 0s 15ms/step >60, 315/693, d1=0.632, d2=0.316 g=2.327 2/2 [==============================] - 0s 16ms/step >60, 316/693, d1=0.398, d2=0.257 g=4.900 2/2 [==============================] - 0s 15ms/step >60, 317/693, d1=0.247, d2=0.434 g=4.380 2/2 [==============================] - 0s 10ms/step >60, 318/693, d1=0.519, d2=0.296 g=4.417 2/2 [==============================] - 0s 12ms/step >60, 319/693, d1=0.401, d2=0.421 g=5.215 2/2 [==============================] - 0s 12ms/step >60, 320/693, d1=0.380, d2=0.334 g=3.563 2/2 [==============================] - 0s 13ms/step >60, 321/693, d1=0.392, d2=0.421 g=5.696 2/2 [==============================] - 0s 11ms/step >60, 322/693, d1=0.404, d2=0.169 g=5.450 2/2 [==============================] - 0s 7ms/step >60, 323/693, d1=0.501, d2=0.545 g=5.759 2/2 [==============================] - 0s 13ms/step >60, 324/693, d1=0.404, d2=0.223 g=3.920 2/2 [==============================] - 0s 8ms/step >60, 325/693, d1=0.512, d2=0.332 g=3.539 2/2 [==============================] - 0s 11ms/step >60, 326/693, d1=0.484, d2=0.355 g=5.512 2/2 [==============================] - 0s 13ms/step >60, 327/693, d1=0.372, d2=0.290 g=4.790 2/2 [==============================] - 0s 12ms/step >60, 328/693, d1=0.423, d2=0.368 g=6.174 2/2 [==============================] - 0s 11ms/step >60, 329/693, d1=0.441, d2=0.384 g=3.993 2/2 [==============================] - 0s 19ms/step >60, 330/693, d1=0.554, d2=0.352 g=4.822 2/2 [==============================] - 0s 11ms/step >60, 331/693, d1=0.359, d2=0.389 g=3.203 2/2 [==============================] - 0s 13ms/step >60, 332/693, d1=0.425, d2=0.398 g=3.339 2/2 [==============================] - 0s 8ms/step >60, 333/693, d1=0.535, d2=0.316 g=2.919 2/2 [==============================] - 0s 11ms/step >60, 334/693, d1=0.521, d2=0.461 g=6.628 2/2 [==============================] - 0s 12ms/step >60, 335/693, d1=0.384, d2=0.287 g=3.272 2/2 [==============================] - 0s 14ms/step >60, 336/693, d1=0.434, d2=0.414 g=4.525 2/2 [==============================] - 0s 9ms/step >60, 337/693, d1=0.411, d2=0.309 g=4.762 2/2 [==============================] - 0s 12ms/step >60, 338/693, d1=0.495, d2=0.254 g=5.261 2/2 [==============================] - 0s 17ms/step >60, 339/693, d1=0.232, d2=0.312 g=3.710 2/2 [==============================] - 0s 12ms/step >60, 340/693, d1=0.379, d2=0.335 g=4.295 2/2 [==============================] - 0s 10ms/step >60, 341/693, d1=0.287, d2=0.455 g=5.099 2/2 [==============================] - 0s 10ms/step >60, 342/693, d1=0.335, d2=0.294 g=3.050 2/2 [==============================] - 0s 12ms/step >60, 343/693, d1=0.402, d2=0.305 g=4.778 2/2 [==============================] - 0s 10ms/step >60, 344/693, d1=0.554, d2=0.335 g=3.320 2/2 [==============================] - 0s 12ms/step >60, 345/693, d1=0.346, d2=0.331 g=3.955 2/2 [==============================] - 0s 15ms/step >60, 346/693, d1=0.596, d2=0.400 g=3.583 2/2 [==============================] - 0s 15ms/step >60, 347/693, d1=0.406, d2=0.286 g=5.370 2/2 [==============================] - 0s 19ms/step >60, 348/693, d1=0.323, d2=0.388 g=5.960 2/2 [==============================] - 0s 12ms/step >60, 349/693, d1=0.432, d2=0.402 g=3.098 2/2 [==============================] - 0s 16ms/step >60, 350/693, d1=0.457, d2=0.343 g=6.004 2/2 [==============================] - 0s 12ms/step >60, 351/693, d1=0.459, d2=0.299 g=4.558 2/2 [==============================] - 0s 14ms/step >60, 352/693, d1=0.340, d2=0.402 g=3.844 2/2 [==============================] - 0s 7ms/step >60, 353/693, d1=0.304, d2=0.319 g=4.601 2/2 [==============================] - 0s 14ms/step >60, 354/693, d1=0.438, d2=0.358 g=3.770 2/2 [==============================] - 0s 15ms/step >60, 355/693, d1=0.389, d2=0.195 g=4.128 2/2 [==============================] - 0s 20ms/step >60, 356/693, d1=0.453, d2=0.541 g=6.439 2/2 [==============================] - 0s 15ms/step >60, 357/693, d1=0.452, d2=0.369 g=5.374 2/2 [==============================] - 0s 14ms/step >60, 358/693, d1=0.363, d2=0.320 g=2.556 2/2 [==============================] - 0s 20ms/step >60, 359/693, d1=0.403, d2=0.321 g=5.663 2/2 [==============================] - 0s 11ms/step >60, 360/693, d1=0.362, d2=0.290 g=3.680 2/2 [==============================] - 0s 14ms/step >60, 361/693, d1=0.483, d2=0.318 g=2.832 2/2 [==============================] - 0s 11ms/step >60, 362/693, d1=0.327, d2=0.461 g=2.997 2/2 [==============================] - 0s 13ms/step >60, 363/693, d1=0.402, d2=0.396 g=6.400 2/2 [==============================] - 0s 12ms/step >60, 364/693, d1=0.394, d2=0.364 g=2.412 2/2 [==============================] - 0s 11ms/step >60, 365/693, d1=0.518, d2=0.336 g=2.916 2/2 [==============================] - 0s 6ms/step >60, 366/693, d1=0.409, d2=0.353 g=5.343 2/2 [==============================] - 0s 12ms/step >60, 367/693, d1=0.419, d2=0.354 g=3.887 2/2 [==============================] - 0s 13ms/step >60, 368/693, d1=0.398, d2=0.310 g=5.127 2/2 [==============================] - 0s 14ms/step >60, 369/693, d1=0.311, d2=0.441 g=4.460 2/2 [==============================] - 0s 8ms/step >60, 370/693, d1=0.467, d2=0.250 g=3.798 2/2 [==============================] - 0s 12ms/step >60, 371/693, d1=0.478, d2=0.247 g=3.411 2/2 [==============================] - 0s 12ms/step >60, 372/693, d1=0.354, d2=0.282 g=3.248 2/2 [==============================] - 0s 12ms/step >60, 373/693, d1=0.338, d2=0.482 g=4.142 2/2 [==============================] - 0s 13ms/step >60, 374/693, d1=0.421, d2=0.337 g=4.345 2/2 [==============================] - 0s 3ms/step >60, 375/693, d1=0.388, d2=0.261 g=4.104 2/2 [==============================] - 0s 12ms/step >60, 376/693, d1=0.433, d2=0.391 g=4.263 2/2 [==============================] - 0s 14ms/step >60, 377/693, d1=0.360, d2=0.303 g=4.112 2/2 [==============================] - 0s 6ms/step >60, 378/693, d1=0.465, d2=0.369 g=4.253 2/2 [==============================] - 0s 14ms/step >60, 379/693, d1=0.438, d2=0.347 g=3.984 2/2 [==============================] - 0s 13ms/step >60, 380/693, d1=0.462, d2=0.337 g=4.642 2/2 [==============================] - 0s 11ms/step >60, 381/693, d1=0.358, d2=0.381 g=5.631 2/2 [==============================] - 0s 11ms/step >60, 382/693, d1=0.354, d2=0.474 g=4.013 2/2 [==============================] - 0s 12ms/step >60, 383/693, d1=0.332, d2=0.285 g=4.702 2/2 [==============================] - 0s 12ms/step >60, 384/693, d1=0.606, d2=0.313 g=4.336 2/2 [==============================] - 0s 14ms/step >60, 385/693, d1=0.322, d2=0.500 g=3.276 2/2 [==============================] - 0s 12ms/step >60, 386/693, d1=0.288, d2=0.321 g=4.614 2/2 [==============================] - 0s 11ms/step >60, 387/693, d1=0.602, d2=0.345 g=4.126 2/2 [==============================] - 0s 12ms/step >60, 388/693, d1=0.497, d2=0.337 g=2.974 2/2 [==============================] - 0s 16ms/step >60, 389/693, d1=0.471, d2=0.371 g=4.810 2/2 [==============================] - 0s 15ms/step >60, 390/693, d1=0.356, d2=0.451 g=5.170 2/2 [==============================] - 0s 7ms/step >60, 391/693, d1=0.490, d2=0.281 g=5.534 2/2 [==============================] - 0s 14ms/step >60, 392/693, d1=0.547, d2=0.294 g=7.588 2/2 [==============================] - 0s 14ms/step >60, 393/693, d1=0.303, d2=0.262 g=3.859 2/2 [==============================] - 0s 7ms/step >60, 394/693, d1=0.386, d2=0.424 g=4.517 2/2 [==============================] - 0s 13ms/step >60, 395/693, d1=0.536, d2=0.340 g=3.372 2/2 [==============================] - 0s 11ms/step >60, 396/693, d1=0.398, d2=0.349 g=4.389 2/2 [==============================] - 0s 10ms/step >60, 397/693, d1=0.616, d2=0.318 g=3.137 2/2 [==============================] - 0s 14ms/step >60, 398/693, d1=0.225, d2=0.517 g=3.870 2/2 [==============================] - 0s 14ms/step >60, 399/693, d1=0.250, d2=0.368 g=2.748 2/2 [==============================] - 0s 7ms/step >60, 400/693, d1=0.506, d2=0.337 g=4.242 2/2 [==============================] - 0s 14ms/step >60, 401/693, d1=0.461, d2=0.316 g=4.267 2/2 [==============================] - 0s 16ms/step >60, 402/693, d1=0.439, d2=0.303 g=5.087 2/2 [==============================] - 0s 16ms/step >60, 403/693, d1=0.424, d2=0.393 g=5.134 2/2 [==============================] - 0s 10ms/step >60, 404/693, d1=0.367, d2=0.365 g=4.106 2/2 [==============================] - 0s 10ms/step >60, 405/693, d1=0.373, d2=0.476 g=7.722 2/2 [==============================] - 0s 8ms/step >60, 406/693, d1=0.363, d2=0.217 g=3.472 2/2 [==============================] - 0s 13ms/step >60, 407/693, d1=0.567, d2=0.362 g=5.453 2/2 [==============================] - 0s 10ms/step >60, 408/693, d1=0.302, d2=0.267 g=4.077 2/2 [==============================] - 0s 12ms/step >60, 409/693, d1=0.382, d2=0.303 g=5.977 2/2 [==============================] - 0s 14ms/step >60, 410/693, d1=0.388, d2=0.360 g=4.922 2/2 [==============================] - 0s 15ms/step >60, 411/693, d1=0.403, d2=0.396 g=6.254 2/2 [==============================] - 0s 14ms/step >60, 412/693, d1=0.552, d2=0.266 g=4.483 2/2 [==============================] - 0s 13ms/step >60, 413/693, d1=0.378, d2=0.295 g=4.803 2/2 [==============================] - 0s 8ms/step >60, 414/693, d1=0.309, d2=0.433 g=4.409 2/2 [==============================] - 0s 14ms/step >60, 415/693, d1=0.455, d2=0.318 g=3.431 2/2 [==============================] - 0s 7ms/step >60, 416/693, d1=0.382, d2=0.345 g=6.209 2/2 [==============================] - 0s 8ms/step >60, 417/693, d1=0.480, d2=0.444 g=5.129 2/2 [==============================] - 0s 12ms/step >60, 418/693, d1=0.444, d2=0.276 g=5.537 2/2 [==============================] - 0s 14ms/step >60, 419/693, d1=0.533, d2=0.390 g=4.074 2/2 [==============================] - 0s 7ms/step >60, 420/693, d1=0.430, d2=0.392 g=4.137 2/2 [==============================] - 0s 12ms/step >60, 421/693, d1=0.381, d2=0.338 g=5.102 2/2 [==============================] - 0s 7ms/step >60, 422/693, d1=0.305, d2=0.311 g=2.535 2/2 [==============================] - 0s 7ms/step >60, 423/693, d1=0.531, d2=0.266 g=5.862 2/2 [==============================] - 0s 12ms/step >60, 424/693, d1=0.393, d2=0.395 g=5.351 2/2 [==============================] - 0s 13ms/step >60, 425/693, d1=0.405, d2=0.373 g=3.706 2/2 [==============================] - 0s 12ms/step >60, 426/693, d1=0.486, d2=0.334 g=7.348 2/2 [==============================] - 0s 13ms/step >60, 427/693, d1=0.491, d2=0.290 g=5.567 2/2 [==============================] - 0s 7ms/step >60, 428/693, d1=0.361, d2=0.393 g=3.030 2/2 [==============================] - 0s 11ms/step >60, 429/693, d1=0.382, d2=0.306 g=4.452 2/2 [==============================] - 0s 12ms/step >60, 430/693, d1=0.355, d2=0.254 g=4.011 2/2 [==============================] - 0s 10ms/step >60, 431/693, d1=0.504, d2=0.319 g=3.739 2/2 [==============================] - 0s 13ms/step >60, 432/693, d1=0.341, d2=0.451 g=5.728 2/2 [==============================] - 0s 17ms/step >60, 433/693, d1=0.390, d2=0.262 g=5.200 2/2 [==============================] - 0s 12ms/step >60, 434/693, d1=0.405, d2=0.396 g=3.298 2/2 [==============================] - 0s 14ms/step >60, 435/693, d1=0.380, d2=0.294 g=4.948 2/2 [==============================] - 0s 17ms/step >60, 436/693, d1=0.401, d2=0.358 g=5.330 2/2 [==============================] - 0s 13ms/step >60, 437/693, d1=0.447, d2=0.257 g=3.924 2/2 [==============================] - 0s 12ms/step >60, 438/693, d1=0.278, d2=0.357 g=3.373 2/2 [==============================] - 0s 10ms/step >60, 439/693, d1=0.274, d2=0.443 g=4.757 2/2 [==============================] - 0s 17ms/step >60, 440/693, d1=0.468, d2=0.260 g=3.138 2/2 [==============================] - 0s 11ms/step >60, 441/693, d1=0.296, d2=0.356 g=2.975 2/2 [==============================] - 0s 14ms/step >60, 442/693, d1=0.473, d2=0.304 g=6.240 2/2 [==============================] - 0s 6ms/step >60, 443/693, d1=0.347, d2=0.258 g=3.993 2/2 [==============================] - 0s 14ms/step >60, 444/693, d1=0.500, d2=0.375 g=6.795 2/2 [==============================] - 0s 13ms/step >60, 445/693, d1=0.548, d2=0.409 g=5.150 2/2 [==============================] - 0s 11ms/step >60, 446/693, d1=0.497, d2=0.308 g=4.784 2/2 [==============================] - 0s 7ms/step >60, 447/693, d1=0.466, d2=0.448 g=3.275 2/2 [==============================] - 0s 7ms/step >60, 448/693, d1=0.346, d2=0.475 g=4.496 2/2 [==============================] - 0s 14ms/step >60, 449/693, d1=0.431, d2=0.291 g=2.452 2/2 [==============================] - 0s 9ms/step >60, 450/693, d1=0.499, d2=0.311 g=3.881 2/2 [==============================] - 0s 11ms/step >60, 451/693, d1=0.365, d2=0.358 g=3.588 2/2 [==============================] - 0s 9ms/step >60, 452/693, d1=0.290, d2=0.447 g=4.619 2/2 [==============================] - 0s 7ms/step >60, 453/693, d1=0.364, d2=0.226 g=4.518 2/2 [==============================] - 0s 14ms/step >60, 454/693, d1=0.622, d2=0.383 g=4.833 2/2 [==============================] - 0s 6ms/step >60, 455/693, d1=0.350, d2=0.289 g=4.725 2/2 [==============================] - 0s 10ms/step >60, 456/693, d1=0.525, d2=0.464 g=2.878 2/2 [==============================] - 0s 14ms/step >60, 457/693, d1=0.407, d2=0.287 g=4.356 2/2 [==============================] - 0s 14ms/step >60, 458/693, d1=0.562, d2=0.440 g=4.834 2/2 [==============================] - 0s 9ms/step >60, 459/693, d1=0.306, d2=0.498 g=4.594 2/2 [==============================] - 0s 14ms/step >60, 460/693, d1=0.446, d2=0.296 g=4.360 2/2 [==============================] - 0s 17ms/step >60, 461/693, d1=0.599, d2=0.304 g=5.429 2/2 [==============================] - 0s 7ms/step >60, 462/693, d1=0.169, d2=0.390 g=5.287 2/2 [==============================] - 0s 10ms/step >60, 463/693, d1=0.443, d2=0.358 g=2.921 2/2 [==============================] - 0s 10ms/step >60, 464/693, d1=0.413, d2=0.372 g=3.950 2/2 [==============================] - 0s 13ms/step >60, 465/693, d1=0.553, d2=0.324 g=2.377 2/2 [==============================] - 0s 18ms/step >60, 466/693, d1=0.309, d2=0.320 g=5.106 2/2 [==============================] - 0s 14ms/step >60, 467/693, d1=0.348, d2=0.320 g=5.651 2/2 [==============================] - 0s 8ms/step >60, 468/693, d1=0.497, d2=0.447 g=3.594 2/2 [==============================] - 0s 18ms/step >60, 469/693, d1=0.550, d2=0.361 g=6.636 2/2 [==============================] - 0s 13ms/step >60, 470/693, d1=0.363, d2=0.309 g=4.344 2/2 [==============================] - 0s 17ms/step >60, 471/693, d1=0.328, d2=0.309 g=2.906 2/2 [==============================] - 0s 20ms/step >60, 472/693, d1=0.472, d2=0.388 g=3.206 2/2 [==============================] - 0s 8ms/step >60, 473/693, d1=0.196, d2=0.292 g=3.452 2/2 [==============================] - 0s 10ms/step >60, 474/693, d1=0.376, d2=0.286 g=5.559 2/2 [==============================] - 0s 7ms/step >60, 475/693, d1=0.370, d2=0.302 g=5.792 2/2 [==============================] - 0s 9ms/step >60, 476/693, d1=0.315, d2=0.321 g=4.084 2/2 [==============================] - 0s 10ms/step >60, 477/693, d1=0.398, d2=0.326 g=3.605 2/2 [==============================] - 0s 14ms/step >60, 478/693, d1=0.482, d2=0.305 g=4.991 2/2 [==============================] - 0s 7ms/step >60, 479/693, d1=0.458, d2=0.384 g=4.216 2/2 [==============================] - 0s 12ms/step >60, 480/693, d1=0.470, d2=0.316 g=4.831 2/2 [==============================] - 0s 14ms/step >60, 481/693, d1=0.430, d2=0.292 g=3.427 2/2 [==============================] - 0s 9ms/step >60, 482/693, d1=0.249, d2=0.313 g=3.699 2/2 [==============================] - 0s 12ms/step >60, 483/693, d1=0.360, d2=0.382 g=6.801 2/2 [==============================] - 0s 11ms/step >60, 484/693, d1=0.546, d2=0.391 g=4.061 2/2 [==============================] - 0s 8ms/step >60, 485/693, d1=0.473, d2=0.323 g=3.597 2/2 [==============================] - 0s 13ms/step >60, 486/693, d1=0.331, d2=0.512 g=3.759 2/2 [==============================] - 0s 14ms/step >60, 487/693, d1=0.467, d2=0.382 g=5.063 2/2 [==============================] - 0s 12ms/step >60, 488/693, d1=0.384, d2=0.233 g=4.503 2/2 [==============================] - 0s 14ms/step >60, 489/693, d1=0.407, d2=0.349 g=4.756 2/2 [==============================] - 0s 15ms/step >60, 490/693, d1=0.300, d2=0.327 g=4.323 2/2 [==============================] - 0s 12ms/step >60, 491/693, d1=0.214, d2=0.356 g=3.613 2/2 [==============================] - 0s 12ms/step >60, 492/693, d1=0.490, d2=0.302 g=6.029 2/2 [==============================] - 0s 15ms/step >60, 493/693, d1=0.491, d2=0.339 g=5.219 2/2 [==============================] - 0s 11ms/step >60, 494/693, d1=0.380, d2=0.495 g=5.245 2/2 [==============================] - 0s 14ms/step >60, 495/693, d1=0.434, d2=0.284 g=3.409 2/2 [==============================] - 0s 7ms/step >60, 496/693, d1=0.486, d2=0.251 g=4.359 2/2 [==============================] - 0s 8ms/step >60, 497/693, d1=0.408, d2=0.372 g=4.261 2/2 [==============================] - 0s 7ms/step >60, 498/693, d1=0.443, d2=0.334 g=4.189 2/2 [==============================] - 0s 12ms/step >60, 499/693, d1=0.488, d2=0.293 g=3.620 2/2 [==============================] - 0s 12ms/step >60, 500/693, d1=0.356, d2=0.364 g=3.669 2/2 [==============================] - 0s 11ms/step >60, 501/693, d1=0.452, d2=0.333 g=4.540 2/2 [==============================] - 0s 16ms/step >60, 502/693, d1=0.392, d2=0.336 g=3.584 2/2 [==============================] - 0s 14ms/step >60, 503/693, d1=0.419, d2=0.429 g=3.904 2/2 [==============================] - 0s 5ms/step >60, 504/693, d1=0.500, d2=0.506 g=5.790 2/2 [==============================] - 0s 13ms/step >60, 505/693, d1=0.523, d2=0.271 g=8.390 2/2 [==============================] - 0s 12ms/step >60, 506/693, d1=0.377, d2=0.328 g=3.539 2/2 [==============================] - 0s 11ms/step >60, 507/693, d1=0.469, d2=0.359 g=5.619 2/2 [==============================] - 0s 15ms/step >60, 508/693, d1=0.360, d2=0.348 g=4.393 2/2 [==============================] - 0s 11ms/step >60, 509/693, d1=0.396, d2=0.282 g=4.870 2/2 [==============================] - 0s 11ms/step >60, 510/693, d1=0.390, d2=0.345 g=4.669 2/2 [==============================] - 0s 8ms/step >60, 511/693, d1=0.422, d2=0.403 g=4.150 2/2 [==============================] - 0s 7ms/step >60, 512/693, d1=0.353, d2=0.294 g=2.711 2/2 [==============================] - 0s 15ms/step >60, 513/693, d1=0.397, d2=0.284 g=3.677 2/2 [==============================] - 0s 13ms/step >60, 514/693, d1=0.366, d2=0.306 g=3.223 2/2 [==============================] - 0s 15ms/step >60, 515/693, d1=0.338, d2=0.429 g=3.606 2/2 [==============================] - 0s 11ms/step >60, 516/693, d1=0.276, d2=0.352 g=3.443 2/2 [==============================] - 0s 17ms/step >60, 517/693, d1=0.322, d2=0.281 g=5.296 2/2 [==============================] - 0s 12ms/step >60, 518/693, d1=0.554, d2=0.326 g=3.927 2/2 [==============================] - 0s 15ms/step >60, 519/693, d1=0.442, d2=0.283 g=3.789 2/2 [==============================] - 0s 16ms/step >60, 520/693, d1=0.520, d2=0.384 g=5.102 2/2 [==============================] - 0s 12ms/step >60, 521/693, d1=0.434, d2=0.436 g=3.722 2/2 [==============================] - 0s 10ms/step >60, 522/693, d1=0.271, d2=0.343 g=4.240 2/2 [==============================] - 0s 7ms/step >60, 523/693, d1=0.495, d2=0.273 g=7.329 2/2 [==============================] - 0s 15ms/step >60, 524/693, d1=0.462, d2=0.258 g=5.769 2/2 [==============================] - 0s 13ms/step >60, 525/693, d1=0.437, d2=0.481 g=4.120 2/2 [==============================] - 0s 12ms/step >60, 526/693, d1=0.414, d2=0.314 g=6.620 2/2 [==============================] - 0s 11ms/step >60, 527/693, d1=0.380, d2=0.294 g=3.354 2/2 [==============================] - 0s 11ms/step >60, 528/693, d1=0.484, d2=0.293 g=5.324 2/2 [==============================] - 0s 14ms/step >60, 529/693, d1=0.346, d2=0.324 g=4.928 2/2 [==============================] - 0s 14ms/step >60, 530/693, d1=0.385, d2=0.461 g=4.582 2/2 [==============================] - 0s 7ms/step >60, 531/693, d1=0.485, d2=0.314 g=2.807 2/2 [==============================] - 0s 11ms/step >60, 532/693, d1=0.375, d2=0.326 g=5.407 2/2 [==============================] - 0s 11ms/step >60, 533/693, d1=0.342, d2=0.277 g=7.198 2/2 [==============================] - 0s 7ms/step >60, 534/693, d1=0.393, d2=0.310 g=3.483 2/2 [==============================] - 0s 7ms/step >60, 535/693, d1=0.423, d2=0.296 g=4.213 2/2 [==============================] - 0s 12ms/step >60, 536/693, d1=0.503, d2=0.390 g=6.483 2/2 [==============================] - 0s 16ms/step >60, 537/693, d1=0.510, d2=0.483 g=3.320 2/2 [==============================] - 0s 14ms/step >60, 538/693, d1=0.398, d2=0.377 g=3.039 2/2 [==============================] - 0s 7ms/step >60, 539/693, d1=0.533, d2=0.286 g=2.339 2/2 [==============================] - 0s 10ms/step >60, 540/693, d1=0.455, d2=0.413 g=5.673 2/2 [==============================] - 0s 17ms/step >60, 541/693, d1=0.428, d2=0.521 g=4.290 2/2 [==============================] - 0s 12ms/step >60, 542/693, d1=0.379, d2=0.222 g=3.479 2/2 [==============================] - 0s 12ms/step >60, 543/693, d1=0.414, d2=0.344 g=4.621 2/2 [==============================] - 0s 12ms/step >60, 544/693, d1=0.330, d2=0.353 g=4.079 2/2 [==============================] - 0s 8ms/step >60, 545/693, d1=0.474, d2=0.299 g=4.646 2/2 [==============================] - 0s 11ms/step >60, 546/693, d1=0.416, d2=0.295 g=4.608 2/2 [==============================] - 0s 12ms/step >60, 547/693, d1=0.633, d2=0.377 g=4.816 2/2 [==============================] - 0s 13ms/step >60, 548/693, d1=0.531, d2=0.448 g=5.271 2/2 [==============================] - 0s 16ms/step >60, 549/693, d1=0.363, d2=0.350 g=5.460 2/2 [==============================] - 0s 12ms/step >60, 550/693, d1=0.373, d2=0.364 g=4.453 2/2 [==============================] - 0s 12ms/step >60, 551/693, d1=0.540, d2=0.277 g=5.466 2/2 [==============================] - 0s 16ms/step >60, 552/693, d1=0.337, d2=0.341 g=2.826 2/2 [==============================] - 0s 15ms/step >60, 553/693, d1=0.409, d2=0.394 g=3.991 2/2 [==============================] - 0s 14ms/step >60, 554/693, d1=0.501, d2=0.343 g=5.256 2/2 [==============================] - 0s 15ms/step >60, 555/693, d1=0.423, d2=0.341 g=3.444 2/2 [==============================] - 0s 7ms/step >60, 556/693, d1=0.377, d2=0.385 g=4.600 2/2 [==============================] - 0s 17ms/step >60, 557/693, d1=0.380, d2=0.342 g=3.870 2/2 [==============================] - 0s 11ms/step >60, 558/693, d1=0.394, d2=0.258 g=4.629 2/2 [==============================] - 0s 14ms/step >60, 559/693, d1=0.378, d2=0.305 g=3.305 2/2 [==============================] - 0s 19ms/step >60, 560/693, d1=0.521, d2=0.350 g=5.576 2/2 [==============================] - 0s 14ms/step >60, 561/693, d1=0.613, d2=0.311 g=4.200 2/2 [==============================] - 0s 12ms/step >60, 562/693, d1=0.291, d2=0.426 g=3.991 2/2 [==============================] - 0s 12ms/step >60, 563/693, d1=0.553, d2=0.404 g=2.767 2/2 [==============================] - 0s 7ms/step >60, 564/693, d1=0.543, d2=0.369 g=2.797 2/2 [==============================] - 0s 12ms/step >60, 565/693, d1=0.383, d2=0.350 g=2.033 2/2 [==============================] - 0s 15ms/step >60, 566/693, d1=0.451, d2=0.351 g=6.107 2/2 [==============================] - 0s 7ms/step >60, 567/693, d1=0.401, d2=0.449 g=3.921 2/2 [==============================] - 0s 9ms/step >60, 568/693, d1=0.387, d2=0.353 g=4.855 2/2 [==============================] - 0s 11ms/step >60, 569/693, d1=0.372, d2=0.273 g=5.122 2/2 [==============================] - 0s 10ms/step >60, 570/693, d1=0.572, d2=0.312 g=3.770 2/2 [==============================] - 0s 13ms/step >60, 571/693, d1=0.530, d2=0.439 g=4.525 2/2 [==============================] - 0s 14ms/step >60, 572/693, d1=0.350, d2=0.396 g=3.950 2/2 [==============================] - 0s 18ms/step >60, 573/693, d1=0.438, d2=0.320 g=3.961 2/2 [==============================] - 0s 10ms/step >60, 574/693, d1=0.405, d2=0.366 g=4.350 2/2 [==============================] - 0s 14ms/step >60, 575/693, d1=0.514, d2=0.322 g=5.273 2/2 [==============================] - 0s 12ms/step >60, 576/693, d1=0.328, d2=0.427 g=5.115 2/2 [==============================] - 0s 12ms/step >60, 577/693, d1=0.386, d2=0.368 g=5.185 2/2 [==============================] - 0s 10ms/step >60, 578/693, d1=0.406, d2=0.326 g=3.624 2/2 [==============================] - 0s 7ms/step >60, 579/693, d1=0.493, d2=0.305 g=3.626 2/2 [==============================] - 0s 11ms/step >60, 580/693, d1=0.401, d2=0.311 g=4.353 2/2 [==============================] - 0s 14ms/step >60, 581/693, d1=0.329, d2=0.377 g=4.440 2/2 [==============================] - 0s 14ms/step >60, 582/693, d1=0.529, d2=0.346 g=4.083 2/2 [==============================] - 0s 14ms/step >60, 583/693, d1=0.437, d2=0.342 g=4.382 2/2 [==============================] - 0s 11ms/step >60, 584/693, d1=0.328, d2=0.326 g=3.477 2/2 [==============================] - 0s 13ms/step >60, 585/693, d1=0.365, d2=0.307 g=3.621 2/2 [==============================] - 0s 14ms/step >60, 586/693, d1=0.418, d2=0.431 g=4.883 2/2 [==============================] - 0s 18ms/step >60, 587/693, d1=0.333, d2=0.393 g=4.196 2/2 [==============================] - 0s 13ms/step >60, 588/693, d1=0.475, d2=0.303 g=2.953 2/2 [==============================] - 0s 13ms/step >60, 589/693, d1=0.435, d2=0.344 g=4.913 2/2 [==============================] - 0s 11ms/step >60, 590/693, d1=0.520, d2=0.350 g=4.025 2/2 [==============================] - 0s 7ms/step >60, 591/693, d1=0.173, d2=0.277 g=4.292 2/2 [==============================] - 0s 10ms/step >60, 592/693, d1=0.334, d2=0.406 g=5.539 2/2 [==============================] - 0s 11ms/step >60, 593/693, d1=0.274, d2=0.314 g=3.531 2/2 [==============================] - 0s 7ms/step >60, 594/693, d1=0.337, d2=0.249 g=4.603 2/2 [==============================] - 0s 14ms/step >60, 595/693, d1=0.452, d2=0.467 g=5.347 2/2 [==============================] - 0s 12ms/step >60, 596/693, d1=0.366, d2=0.240 g=3.609 2/2 [==============================] - 0s 14ms/step >60, 597/693, d1=0.374, d2=0.239 g=1.954 2/2 [==============================] - 0s 12ms/step >60, 598/693, d1=0.360, d2=0.247 g=5.386 2/2 [==============================] - 0s 12ms/step >60, 599/693, d1=0.347, d2=0.332 g=3.721 2/2 [==============================] - 0s 12ms/step >60, 600/693, d1=0.367, d2=0.389 g=5.030 2/2 [==============================] - 0s 11ms/step >60, 601/693, d1=0.219, d2=0.346 g=4.626 2/2 [==============================] - 0s 12ms/step >60, 602/693, d1=0.490, d2=0.225 g=4.699 2/2 [==============================] - 0s 11ms/step >60, 603/693, d1=0.480, d2=0.374 g=3.681 2/2 [==============================] - 0s 12ms/step >60, 604/693, d1=0.334, d2=0.380 g=5.441 2/2 [==============================] - 0s 13ms/step >60, 605/693, d1=0.462, d2=0.303 g=3.435 2/2 [==============================] - 0s 12ms/step >60, 606/693, d1=0.321, d2=0.314 g=6.125 2/2 [==============================] - 0s 13ms/step >60, 607/693, d1=0.497, d2=0.406 g=5.250 2/2 [==============================] - 0s 11ms/step >60, 608/693, d1=0.367, d2=0.408 g=3.361 2/2 [==============================] - 0s 11ms/step >60, 609/693, d1=0.325, d2=0.266 g=6.380 2/2 [==============================] - 0s 9ms/step >60, 610/693, d1=0.557, d2=0.347 g=4.594 2/2 [==============================] - 0s 16ms/step >60, 611/693, d1=0.270, d2=0.447 g=5.419 2/2 [==============================] - 0s 9ms/step >60, 612/693, d1=0.655, d2=0.290 g=3.389 2/2 [==============================] - 0s 14ms/step >60, 613/693, d1=0.230, d2=0.444 g=4.362 2/2 [==============================] - 0s 12ms/step >60, 614/693, d1=0.288, d2=0.197 g=3.285 2/2 [==============================] - 0s 12ms/step >60, 615/693, d1=0.559, d2=0.272 g=6.394 2/2 [==============================] - 0s 11ms/step >60, 616/693, d1=0.302, d2=0.310 g=3.820 2/2 [==============================] - 0s 13ms/step >60, 617/693, d1=0.467, d2=0.433 g=3.925 2/2 [==============================] - 0s 14ms/step >60, 618/693, d1=0.447, d2=0.454 g=6.290 2/2 [==============================] - 0s 13ms/step >60, 619/693, d1=0.453, d2=0.286 g=1.867 2/2 [==============================] - 0s 8ms/step >60, 620/693, d1=0.389, d2=0.319 g=3.523 2/2 [==============================] - 0s 11ms/step >60, 621/693, d1=0.351, d2=0.365 g=5.376 2/2 [==============================] - 0s 14ms/step >60, 622/693, d1=0.359, d2=0.238 g=4.192 2/2 [==============================] - 0s 12ms/step >60, 623/693, d1=0.430, d2=0.348 g=3.315 2/2 [==============================] - 0s 6ms/step >60, 624/693, d1=0.244, d2=0.261 g=6.476 2/2 [==============================] - 0s 13ms/step >60, 625/693, d1=0.316, d2=0.293 g=3.018 2/2 [==============================] - 0s 13ms/step >60, 626/693, d1=0.314, d2=0.316 g=4.264 2/2 [==============================] - 0s 6ms/step >60, 627/693, d1=0.629, d2=0.400 g=5.354 2/2 [==============================] - 0s 11ms/step >60, 628/693, d1=0.382, d2=0.298 g=2.702 2/2 [==============================] - 0s 12ms/step >60, 629/693, d1=0.527, d2=0.411 g=4.069 2/2 [==============================] - 0s 14ms/step >60, 630/693, d1=0.421, d2=0.380 g=6.919 2/2 [==============================] - 0s 15ms/step >60, 631/693, d1=0.500, d2=0.384 g=2.848 2/2 [==============================] - 0s 7ms/step >60, 632/693, d1=0.369, d2=0.292 g=4.867 2/2 [==============================] - 0s 12ms/step >60, 633/693, d1=0.370, d2=0.288 g=2.409 2/2 [==============================] - 0s 14ms/step >60, 634/693, d1=0.665, d2=0.328 g=5.204 2/2 [==============================] - 0s 7ms/step >60, 635/693, d1=0.273, d2=0.462 g=3.181 2/2 [==============================] - 0s 14ms/step >60, 636/693, d1=0.450, d2=0.336 g=5.725 2/2 [==============================] - 0s 16ms/step >60, 637/693, d1=0.391, d2=0.297 g=4.870 2/2 [==============================] - 0s 10ms/step >60, 638/693, d1=0.306, d2=0.284 g=3.649 2/2 [==============================] - 0s 13ms/step >60, 639/693, d1=0.431, d2=0.365 g=2.956 2/2 [==============================] - 0s 14ms/step >60, 640/693, d1=0.375, d2=0.387 g=4.771 2/2 [==============================] - 0s 13ms/step >60, 641/693, d1=0.456, d2=0.259 g=5.734 2/2 [==============================] - 0s 12ms/step >60, 642/693, d1=0.528, d2=0.403 g=4.560 2/2 [==============================] - 0s 12ms/step >60, 643/693, d1=0.317, d2=0.228 g=2.875 2/2 [==============================] - 0s 14ms/step >60, 644/693, d1=0.492, d2=0.296 g=5.277 2/2 [==============================] - 0s 20ms/step >60, 645/693, d1=0.365, d2=0.388 g=3.774 2/2 [==============================] - 0s 11ms/step >60, 646/693, d1=0.305, d2=0.232 g=5.002 2/2 [==============================] - 0s 14ms/step >60, 647/693, d1=0.407, d2=0.458 g=3.764 2/2 [==============================] - 0s 13ms/step >60, 648/693, d1=0.416, d2=0.278 g=5.179 2/2 [==============================] - 0s 12ms/step >60, 649/693, d1=0.321, d2=0.351 g=3.166 2/2 [==============================] - 0s 7ms/step >60, 650/693, d1=0.298, d2=0.352 g=4.469 2/2 [==============================] - 0s 11ms/step >60, 651/693, d1=0.471, d2=0.349 g=3.619 2/2 [==============================] - 0s 8ms/step >60, 652/693, d1=0.423, d2=0.338 g=4.416 2/2 [==============================] - 0s 14ms/step >60, 653/693, d1=0.411, d2=0.294 g=5.587 2/2 [==============================] - 0s 9ms/step >60, 654/693, d1=0.465, d2=0.307 g=5.171 2/2 [==============================] - 0s 18ms/step >60, 655/693, d1=0.394, d2=0.403 g=4.989 2/2 [==============================] - 0s 13ms/step >60, 656/693, d1=0.263, d2=0.296 g=4.932 2/2 [==============================] - 0s 18ms/step >60, 657/693, d1=0.434, d2=0.374 g=4.349 2/2 [==============================] - 0s 14ms/step >60, 658/693, d1=0.293, d2=0.221 g=2.379 2/2 [==============================] - 0s 12ms/step >60, 659/693, d1=0.446, d2=0.471 g=3.436 2/2 [==============================] - 0s 11ms/step >60, 660/693, d1=0.504, d2=0.384 g=2.710 2/2 [==============================] - 0s 11ms/step >60, 661/693, d1=0.418, d2=0.252 g=4.592 2/2 [==============================] - 0s 7ms/step >60, 662/693, d1=0.406, d2=0.343 g=4.684 2/2 [==============================] - 0s 10ms/step >60, 663/693, d1=0.378, d2=0.343 g=5.592 2/2 [==============================] - 0s 12ms/step >60, 664/693, d1=0.339, d2=0.310 g=4.441 2/2 [==============================] - 0s 10ms/step >60, 665/693, d1=0.404, d2=0.260 g=2.461 2/2 [==============================] - 0s 14ms/step >60, 666/693, d1=0.432, d2=0.480 g=3.563 2/2 [==============================] - 0s 11ms/step >60, 667/693, d1=0.437, d2=0.417 g=3.470 2/2 [==============================] - 0s 12ms/step >60, 668/693, d1=0.471, d2=0.251 g=3.641 2/2 [==============================] - 0s 8ms/step >60, 669/693, d1=0.331, d2=0.303 g=4.510 2/2 [==============================] - 0s 11ms/step >60, 670/693, d1=0.478, d2=0.357 g=4.483 2/2 [==============================] - 0s 13ms/step >60, 671/693, d1=0.470, d2=0.390 g=4.279 2/2 [==============================] - 0s 12ms/step >60, 672/693, d1=0.401, d2=0.369 g=2.948 2/2 [==============================] - 0s 12ms/step >60, 673/693, d1=0.328, d2=0.311 g=2.730 2/2 [==============================] - 0s 17ms/step >60, 674/693, d1=0.462, d2=0.329 g=4.931 2/2 [==============================] - 0s 12ms/step >60, 675/693, d1=0.351, d2=0.264 g=4.321 2/2 [==============================] - 0s 14ms/step >60, 676/693, d1=0.405, d2=0.314 g=4.410 2/2 [==============================] - 0s 12ms/step >60, 677/693, d1=0.598, d2=0.396 g=3.081 2/2 [==============================] - 0s 12ms/step >60, 678/693, d1=0.444, d2=0.512 g=4.806 2/2 [==============================] - 0s 13ms/step >60, 679/693, d1=0.465, d2=0.365 g=2.875 2/2 [==============================] - 0s 12ms/step >60, 680/693, d1=0.419, d2=0.293 g=3.666 2/2 [==============================] - 0s 15ms/step >60, 681/693, d1=0.516, d2=0.333 g=2.760 2/2 [==============================] - 0s 7ms/step >60, 682/693, d1=0.547, d2=0.356 g=5.856 2/2 [==============================] - 0s 13ms/step >60, 683/693, d1=0.492, d2=0.418 g=3.956 2/2 [==============================] - 0s 11ms/step >60, 684/693, d1=0.430, d2=0.322 g=6.409 2/2 [==============================] - 0s 15ms/step >60, 685/693, d1=0.292, d2=0.360 g=6.329 2/2 [==============================] - 0s 15ms/step >60, 686/693, d1=0.425, d2=0.371 g=3.958 2/2 [==============================] - 0s 10ms/step >60, 687/693, d1=0.387, d2=0.321 g=5.397 2/2 [==============================] - 0s 8ms/step >60, 688/693, d1=0.416, d2=0.322 g=2.619 2/2 [==============================] - 0s 13ms/step >60, 689/693, d1=0.353, d2=0.367 g=4.169 2/2 [==============================] - 0s 15ms/step >60, 690/693, d1=0.244, d2=0.407 g=2.309 2/2 [==============================] - 0s 13ms/step >60, 691/693, d1=0.379, d2=0.261 g=5.105 2/2 [==============================] - 0s 14ms/step >60, 692/693, d1=0.417, d2=0.269 g=3.289 2/2 [==============================] - 0s 14ms/step >60, 693/693, d1=0.403, d2=0.412 g=4.724 5/5 [==============================] - 0s 15ms/step >Accuracy real: 79%, fake: 97% WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model. 2/2 [==============================] - 0s 12ms/step >61, 1/693, d1=0.542, d2=0.393 g=4.508 2/2 [==============================] - 0s 16ms/step >61, 2/693, d1=0.376, d2=0.328 g=3.944 2/2 [==============================] - 0s 13ms/step >61, 3/693, d1=0.446, d2=0.218 g=4.168 2/2 [==============================] - 0s 21ms/step >61, 4/693, d1=0.434, d2=0.337 g=3.581 2/2 [==============================] - 0s 15ms/step >61, 5/693, d1=0.314, d2=0.500 g=6.367 2/2 [==============================] - 0s 12ms/step >61, 6/693, d1=0.423, d2=0.362 g=4.274 2/2 [==============================] - 0s 10ms/step >61, 7/693, d1=0.368, d2=0.271 g=5.684 2/2 [==============================] - 0s 14ms/step >61, 8/693, d1=0.511, d2=0.362 g=4.290 2/2 [==============================] - 0s 14ms/step >61, 9/693, d1=0.447, d2=0.347 g=4.048 2/2 [==============================] - 0s 14ms/step >61, 10/693, d1=0.320, d2=0.313 g=3.439 2/2 [==============================] - 0s 14ms/step >61, 11/693, d1=0.486, d2=0.301 g=3.685 2/2 [==============================] - 0s 14ms/step >61, 12/693, d1=0.190, d2=0.449 g=4.360 2/2 [==============================] - 0s 15ms/step >61, 13/693, d1=0.398, d2=0.288 g=4.649 2/2 [==============================] - 0s 15ms/step >61, 14/693, d1=0.406, d2=0.283 g=5.295 2/2 [==============================] - 0s 15ms/step >61, 15/693, d1=0.347, d2=0.433 g=3.347 2/2 [==============================] - 0s 14ms/step >61, 16/693, d1=0.620, d2=0.288 g=3.532 2/2 [==============================] - 0s 18ms/step >61, 17/693, d1=0.412, d2=0.368 g=5.947 2/2 [==============================] - 0s 16ms/step >61, 18/693, d1=0.383, d2=0.376 g=3.665 2/2 [==============================] - 0s 15ms/step >61, 19/693, d1=0.361, d2=0.318 g=4.120 2/2 [==============================] - 0s 20ms/step >61, 20/693, d1=0.539, d2=0.320 g=3.708 2/2 [==============================] - 0s 12ms/step >61, 21/693, d1=0.362, d2=0.388 g=4.700 2/2 [==============================] - 0s 13ms/step >61, 22/693, d1=0.390, d2=0.338 g=5.064 2/2 [==============================] - 0s 12ms/step >61, 23/693, d1=0.456, d2=0.241 g=3.204 2/2 [==============================] - 0s 15ms/step >61, 24/693, d1=0.475, d2=0.323 g=4.303 2/2 [==============================] - 0s 12ms/step >61, 25/693, d1=0.409, d2=0.438 g=4.188 2/2 [==============================] - 0s 8ms/step >61, 26/693, d1=0.292, d2=0.325 g=5.059 2/2 [==============================] - 0s 11ms/step >61, 27/693, d1=0.495, d2=0.425 g=4.168 2/2 [==============================] - 0s 13ms/step >61, 28/693, d1=0.474, d2=0.361 g=5.552 2/2 [==============================] - 0s 16ms/step >61, 29/693, d1=0.296, d2=0.318 g=4.418 2/2 [==============================] - 0s 19ms/step >61, 30/693, d1=0.500, d2=0.370 g=5.374 2/2 [==============================] - 0s 14ms/step >61, 31/693, d1=0.436, d2=0.340 g=3.776 2/2 [==============================] - 0s 9ms/step >61, 32/693, d1=0.461, d2=0.380 g=4.245 2/2 [==============================] - 0s 11ms/step >61, 33/693, d1=0.357, d2=0.293 g=4.046 2/2 [==============================] - 0s 16ms/step >61, 34/693, d1=0.406, d2=0.346 g=3.547 2/2 [==============================] - 0s 14ms/step >61, 35/693, d1=0.316, d2=0.340 g=4.015 2/2 [==============================] - 0s 9ms/step >61, 36/693, d1=0.378, d2=0.347 g=5.444 2/2 [==============================] - 0s 12ms/step >61, 37/693, d1=0.423, d2=0.269 g=5.460 2/2 [==============================] - 0s 17ms/step >61, 38/693, d1=0.405, d2=0.392 g=4.750 2/2 [==============================] - 0s 12ms/step >61, 39/693, d1=0.366, d2=0.359 g=5.821 2/2 [==============================] - 0s 17ms/step >61, 40/693, d1=0.473, d2=0.299 g=5.451 2/2 [==============================] - 0s 11ms/step >61, 41/693, d1=0.345, d2=0.283 g=4.860 2/2 [==============================] - 0s 8ms/step >61, 42/693, d1=0.315, d2=0.348 g=4.732 2/2 [==============================] - 0s 12ms/step >61, 43/693, d1=0.375, d2=0.435 g=4.241 2/2 [==============================] - 0s 12ms/step >61, 44/693, d1=0.522, d2=0.327 g=4.559 2/2 [==============================] - 0s 13ms/step >61, 45/693, d1=0.519, d2=0.388 g=3.506 2/2 [==============================] - 0s 14ms/step >61, 46/693, d1=0.507, d2=0.296 g=2.863 2/2 [==============================] - 0s 13ms/step >61, 47/693, d1=0.377, d2=0.284 g=2.054 2/2 [==============================] - 0s 14ms/step >61, 48/693, d1=0.471, d2=0.393 g=4.503 2/2 [==============================] - 0s 11ms/step >61, 49/693, d1=0.244, d2=0.476 g=2.790 2/2 [==============================] - 0s 14ms/step >61, 50/693, d1=0.377, d2=0.303 g=2.899 2/2 [==============================] - 0s 11ms/step >61, 51/693, d1=0.543, d2=0.385 g=1.925 2/2 [==============================] - 0s 7ms/step >61, 52/693, d1=0.472, d2=0.359 g=4.345 2/2 [==============================] - 0s 11ms/step >61, 53/693, d1=0.405, d2=0.310 g=4.577 2/2 [==============================] - 0s 12ms/step >61, 54/693, d1=0.403, d2=0.376 g=2.244 2/2 [==============================] - 0s 12ms/step >61, 55/693, d1=0.400, d2=0.363 g=5.710 2/2 [==============================] - 0s 13ms/step >61, 56/693, d1=0.335, d2=0.352 g=4.978 2/2 [==============================] - 0s 12ms/step >61, 57/693, d1=0.425, d2=0.380 g=3.648 2/2 [==============================] - 0s 11ms/step >61, 58/693, d1=0.406, d2=0.272 g=3.318 2/2 [==============================] - 0s 13ms/step >61, 59/693, d1=0.448, d2=0.379 g=4.936 2/2 [==============================] - 0s 11ms/step >61, 60/693, d1=0.411, d2=0.297 g=4.072 2/2 [==============================] - 0s 15ms/step >61, 61/693, d1=0.358, d2=0.272 g=4.934 2/2 [==============================] - 0s 12ms/step >61, 62/693, d1=0.323, d2=0.431 g=3.954 2/2 [==============================] - 0s 14ms/step >61, 63/693, d1=0.516, d2=0.326 g=3.124 2/2 [==============================] - 0s 14ms/step >61, 64/693, d1=0.291, d2=0.299 g=4.098 2/2 [==============================] - 0s 11ms/step >61, 65/693, d1=0.399, d2=0.346 g=3.101 2/2 [==============================] - 0s 14ms/step >61, 66/693, d1=0.389, d2=0.329 g=4.745 2/2 [==============================] - 0s 12ms/step >61, 67/693, d1=0.392, d2=0.347 g=5.274 2/2 [==============================] - 0s 14ms/step >61, 68/693, d1=0.431, d2=0.332 g=5.250 2/2 [==============================] - 0s 12ms/step >61, 69/693, d1=0.327, d2=0.278 g=4.981 2/2 [==============================] - 0s 13ms/step >61, 70/693, d1=0.400, d2=0.336 g=4.536 2/2 [==============================] - 0s 14ms/step >61, 71/693, d1=0.336, d2=0.337 g=3.740 2/2 [==============================] - 0s 16ms/step >61, 72/693, d1=0.429, d2=0.327 g=6.038 2/2 [==============================] - 0s 14ms/step >61, 73/693, d1=0.371, d2=0.408 g=4.745 2/2 [==============================] - 0s 10ms/step >61, 74/693, d1=0.433, d2=0.309 g=3.984 2/2 [==============================] - 0s 13ms/step >61, 75/693, d1=0.362, d2=0.278 g=4.201 2/2 [==============================] - 0s 10ms/step >61, 76/693, d1=0.410, d2=0.320 g=3.926 2/2 [==============================] - 0s 13ms/step >61, 77/693, d1=0.331, d2=0.267 g=4.801 2/2 [==============================] - 0s 11ms/step >61, 78/693, d1=0.445, d2=0.352 g=2.539 2/2 [==============================] - 0s 10ms/step >61, 79/693, d1=0.394, d2=0.438 g=4.337 2/2 [==============================] - 0s 14ms/step >61, 80/693, d1=0.666, d2=0.324 g=2.955 2/2 [==============================] - 0s 14ms/step >61, 81/693, d1=0.399, d2=0.318 g=3.903 2/2 [==============================] - 0s 13ms/step >61, 82/693, d1=0.447, d2=0.409 g=4.091 2/2 [==============================] - 0s 14ms/step >61, 83/693, d1=0.333, d2=0.264 g=3.693 2/2 [==============================] - 0s 14ms/step >61, 84/693, d1=0.344, d2=0.375 g=4.981 2/2 [==============================] - 0s 7ms/step >61, 85/693, d1=0.383, d2=0.263 g=4.488 2/2 [==============================] - 0s 13ms/step >61, 86/693, d1=0.662, d2=0.360 g=4.563 2/2 [==============================] - 0s 10ms/step >61, 87/693, d1=0.491, d2=0.371 g=3.162 2/2 [==============================] - 0s 13ms/step >61, 88/693, d1=0.295, d2=0.428 g=4.174 2/2 [==============================] - 0s 17ms/step >61, 89/693, d1=0.431, d2=0.317 g=4.851 2/2 [==============================] - 0s 12ms/step >61, 90/693, d1=0.313, d2=0.282 g=5.242 2/2 [==============================] - 0s 12ms/step >61, 91/693, d1=0.416, d2=0.291 g=6.020 2/2 [==============================] - 0s 13ms/step >61, 92/693, d1=0.432, d2=0.308 g=3.506 2/2 [==============================] - 0s 12ms/step >61, 93/693, d1=0.437, d2=0.350 g=3.832 2/2 [==============================] - 0s 12ms/step >61, 94/693, d1=0.319, d2=0.398 g=5.561 2/2 [==============================] - 0s 16ms/step >61, 95/693, d1=0.599, d2=0.343 g=4.099 2/2 [==============================] - 0s 11ms/step >61, 96/693, d1=0.353, d2=0.403 g=4.612 2/2 [==============================] - 0s 10ms/step >61, 97/693, d1=0.382, d2=0.342 g=3.832 2/2 [==============================] - 0s 13ms/step >61, 98/693, d1=0.290, d2=0.391 g=4.525 2/2 [==============================] - 0s 7ms/step >61, 99/693, d1=0.461, d2=0.257 g=4.419 2/2 [==============================] - 0s 16ms/step >61, 100/693, d1=0.296, d2=0.338 g=4.071 2/2 [==============================] - 0s 7ms/step >61, 101/693, d1=0.344, d2=0.308 g=3.991 2/2 [==============================] - 0s 10ms/step >61, 102/693, d1=0.385, d2=0.321 g=3.729 2/2 [==============================] - 0s 16ms/step >61, 103/693, d1=0.342, d2=0.303 g=4.758 2/2 [==============================] - 0s 16ms/step >61, 104/693, d1=0.326, d2=0.348 g=5.068 2/2 [==============================] - 0s 9ms/step >61, 105/693, d1=0.475, d2=0.356 g=3.522 2/2 [==============================] - 0s 12ms/step >61, 106/693, d1=0.541, d2=0.246 g=2.920 2/2 [==============================] - 0s 10ms/step >61, 107/693, d1=0.545, d2=0.309 g=3.929 2/2 [==============================] - 0s 17ms/step >61, 108/693, d1=0.328, d2=0.416 g=4.229 2/2 [==============================] - 0s 9ms/step >61, 109/693, d1=0.319, d2=0.324 g=3.257 2/2 [==============================] - 0s 12ms/step >61, 110/693, d1=0.400, d2=0.282 g=5.038 2/2 [==============================] - 0s 13ms/step >61, 111/693, d1=0.474, d2=0.384 g=7.074 2/2 [==============================] - 0s 11ms/step >61, 112/693, d1=0.415, d2=0.279 g=4.619 2/2 [==============================] - 0s 12ms/step >61, 113/693, d1=0.527, d2=0.382 g=4.511 2/2 [==============================] - 0s 11ms/step >61, 114/693, d1=0.408, d2=0.293 g=3.385 2/2 [==============================] - 0s 12ms/step >61, 115/693, d1=0.379, d2=0.267 g=4.196 2/2 [==============================] - 0s 12ms/step >61, 116/693, d1=0.549, d2=0.260 g=3.993 2/2 [==============================] - 0s 11ms/step >61, 117/693, d1=0.556, d2=0.429 g=2.829 2/2 [==============================] - 0s 13ms/step >61, 118/693, d1=0.394, d2=0.372 g=5.442 2/2 [==============================] - 0s 12ms/step >61, 119/693, d1=0.451, d2=0.408 g=3.983 2/2 [==============================] - 0s 12ms/step >61, 120/693, d1=0.491, d2=0.290 g=3.807 2/2 [==============================] - 0s 13ms/step >61, 121/693, d1=0.511, d2=0.340 g=4.081 2/2 [==============================] - 0s 14ms/step >61, 122/693, d1=0.250, d2=0.372 g=5.357 2/2 [==============================] - 0s 13ms/step >61, 123/693, d1=0.434, d2=0.362 g=5.641 2/2 [==============================] - 0s 14ms/step >61, 124/693, d1=0.390, d2=0.453 g=4.277 2/2 [==============================] - 0s 14ms/step >61, 125/693, d1=0.282, d2=0.402 g=4.223 2/2 [==============================] - 0s 13ms/step >61, 126/693, d1=0.478, d2=0.205 g=4.703 2/2 [==============================] - 0s 14ms/step >61, 127/693, d1=0.436, d2=0.309 g=5.339 2/2 [==============================] - 0s 13ms/step >61, 128/693, d1=0.338, d2=0.301 g=3.701 2/2 [==============================] - 0s 13ms/step >61, 129/693, d1=0.323, d2=0.352 g=3.767 2/2 [==============================] - 0s 14ms/step >61, 130/693, d1=0.432, d2=0.281 g=3.873 2/2 [==============================] - 0s 14ms/step >61, 131/693, d1=0.296, d2=0.358 g=4.172 2/2 [==============================] - 0s 14ms/step >61, 132/693, d1=0.341, d2=0.308 g=3.908 2/2 [==============================] - 0s 14ms/step >61, 133/693, d1=0.499, d2=0.327 g=2.702 2/2 [==============================] - 0s 14ms/step >61, 134/693, d1=0.440, d2=0.413 g=5.762 2/2 [==============================] - 0s 14ms/step >61, 135/693, d1=0.349, d2=0.371 g=2.687 2/2 [==============================] - 0s 16ms/step >61, 136/693, d1=0.461, d2=0.209 g=2.436 2/2 [==============================] - 0s 14ms/step >61, 137/693, d1=0.369, d2=0.351 g=5.303 2/2 [==============================] - 0s 14ms/step >61, 138/693, d1=0.254, d2=0.353 g=4.634 2/2 [==============================] - 0s 15ms/step >61, 139/693, d1=0.439, d2=0.308 g=3.967 2/2 [==============================] - 0s 16ms/step >61, 140/693, d1=0.400, d2=0.368 g=5.003 2/2 [==============================] - 0s 14ms/step >61, 141/693, d1=0.327, d2=0.189 g=2.992 2/2 [==============================] - 0s 16ms/step >61, 142/693, d1=0.392, d2=0.471 g=3.322 2/2 [==============================] - 0s 14ms/step >61, 143/693, d1=0.416, d2=0.293 g=4.586 2/2 [==============================] - 0s 15ms/step >61, 144/693, d1=0.349, d2=0.341 g=4.190 2/2 [==============================] - 0s 15ms/step >61, 145/693, d1=0.508, d2=0.353 g=2.789 2/2 [==============================] - 0s 16ms/step >61, 146/693, d1=0.522, d2=0.286 g=3.081 2/2 [==============================] - 0s 15ms/step >61, 147/693, d1=0.294, d2=0.355 g=2.570 2/2 [==============================] - 0s 15ms/step >61, 148/693, d1=0.392, d2=0.364 g=4.452 2/2 [==============================] - 0s 14ms/step >61, 149/693, d1=0.325, d2=0.481 g=4.545 2/2 [==============================] - 0s 14ms/step >61, 150/693, d1=0.477, d2=0.295 g=3.437 2/2 [==============================] - 0s 13ms/step >61, 151/693, d1=0.537, d2=0.271 g=4.292 2/2 [==============================] - 0s 14ms/step >61, 152/693, d1=0.303, d2=0.341 g=4.675 2/2 [==============================] - 0s 15ms/step >61, 153/693, d1=0.340, d2=0.394 g=5.122 2/2 [==============================] - 0s 12ms/step >61, 154/693, d1=0.495, d2=0.274 g=5.031 2/2 [==============================] - 0s 13ms/step >61, 155/693, d1=0.380, d2=0.289 g=3.673 2/2 [==============================] - 0s 15ms/step >61, 156/693, d1=0.297, d2=0.261 g=3.556 2/2 [==============================] - 0s 13ms/step >61, 157/693, d1=0.384, d2=0.348 g=5.298 2/2 [==============================] - 0s 14ms/step >61, 158/693, d1=0.378, d2=0.347 g=2.312 2/2 [==============================] - 0s 14ms/step >61, 159/693, d1=0.454, d2=0.353 g=4.009 2/2 [==============================] - 0s 15ms/step >61, 160/693, d1=0.466, d2=0.171 g=5.210 2/2 [==============================] - 0s 14ms/step >61, 161/693, d1=0.389, d2=0.470 g=3.928 2/2 [==============================] - 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0s 15ms/step >61, 272/693, d1=0.428, d2=0.428 g=6.086 2/2 [==============================] - 0s 18ms/step >61, 273/693, d1=0.310, d2=0.366 g=3.254 2/2 [==============================] - 0s 7ms/step >61, 274/693, d1=0.354, d2=0.341 g=3.787 2/2 [==============================] - 0s 12ms/step >61, 275/693, d1=0.445, d2=0.348 g=3.309 2/2 [==============================] - 0s 9ms/step >61, 276/693, d1=0.410, d2=0.490 g=4.838 2/2 [==============================] - 0s 18ms/step >61, 277/693, d1=0.512, d2=0.285 g=3.378 2/2 [==============================] - 0s 19ms/step >61, 278/693, d1=0.359, d2=0.315 g=3.856 2/2 [==============================] - 0s 11ms/step >61, 279/693, d1=0.431, d2=0.346 g=5.249 2/2 [==============================] - 0s 11ms/step >61, 280/693, d1=0.417, d2=0.278 g=4.830 2/2 [==============================] - 0s 7ms/step >61, 281/693, d1=0.447, d2=0.338 g=3.200 2/2 [==============================] - 0s 8ms/step >61, 282/693, d1=0.331, d2=0.315 g=4.043 2/2 [==============================] - 0s 10ms/step >61, 283/693, d1=0.530, d2=0.289 g=4.250 2/2 [==============================] - 0s 13ms/step >61, 284/693, d1=0.287, d2=0.373 g=5.250 2/2 [==============================] - 0s 8ms/step >61, 285/693, d1=0.356, d2=0.317 g=3.858 2/2 [==============================] - 0s 14ms/step >61, 286/693, d1=0.430, d2=0.522 g=3.024 2/2 [==============================] - 0s 12ms/step >61, 287/693, d1=0.448, d2=0.339 g=4.670 2/2 [==============================] - 0s 11ms/step >61, 288/693, d1=0.425, d2=0.358 g=4.736 2/2 [==============================] - 0s 10ms/step >61, 289/693, d1=0.551, d2=0.365 g=5.099 2/2 [==============================] - 0s 10ms/step >61, 290/693, d1=0.411, d2=0.388 g=3.030 2/2 [==============================] - 0s 10ms/step >61, 291/693, d1=0.543, d2=0.380 g=3.084 2/2 [==============================] - 0s 11ms/step >61, 292/693, d1=0.280, d2=0.348 g=3.796 2/2 [==============================] - 0s 11ms/step >61, 293/693, d1=0.447, d2=0.225 g=3.516 2/2 [==============================] - 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0s 17ms/step >61, 327/693, d1=0.352, d2=0.293 g=2.350 2/2 [==============================] - 0s 12ms/step >61, 328/693, d1=0.579, d2=0.394 g=4.617 2/2 [==============================] - 0s 11ms/step >61, 329/693, d1=0.338, d2=0.511 g=4.353 2/2 [==============================] - 0s 11ms/step >61, 330/693, d1=0.455, d2=0.296 g=3.582 2/2 [==============================] - 0s 14ms/step >61, 331/693, d1=0.508, d2=0.260 g=5.437 2/2 [==============================] - 0s 14ms/step >61, 332/693, d1=0.504, d2=0.306 g=3.890 2/2 [==============================] - 0s 14ms/step >61, 333/693, d1=0.396, d2=0.370 g=4.312 2/2 [==============================] - 0s 14ms/step >61, 334/693, d1=0.382, d2=0.374 g=5.583 2/2 [==============================] - 0s 14ms/step >61, 335/693, d1=0.358, d2=0.300 g=4.115 2/2 [==============================] - 0s 12ms/step >61, 336/693, d1=0.518, d2=0.399 g=3.295 2/2 [==============================] - 0s 11ms/step >61, 337/693, d1=0.529, d2=0.283 g=5.081 2/2 [==============================] - 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0s 14ms/step >61, 349/693, d1=0.368, d2=0.470 g=4.311 2/2 [==============================] - 0s 7ms/step >61, 350/693, d1=0.480, d2=0.269 g=4.373 2/2 [==============================] - 0s 11ms/step >61, 351/693, d1=0.440, d2=0.247 g=4.723 2/2 [==============================] - 0s 10ms/step >61, 352/693, d1=0.420, d2=0.297 g=4.569 2/2 [==============================] - 0s 13ms/step >61, 353/693, d1=0.214, d2=0.293 g=3.410 2/2 [==============================] - 0s 12ms/step >61, 354/693, d1=0.370, d2=0.334 g=4.060 2/2 [==============================] - 0s 17ms/step >61, 355/693, d1=0.296, d2=0.310 g=3.559 2/2 [==============================] - 0s 12ms/step >61, 356/693, d1=0.547, d2=0.391 g=5.424 2/2 [==============================] - 0s 14ms/step >61, 357/693, d1=0.242, d2=0.315 g=4.996 2/2 [==============================] - 0s 12ms/step >61, 358/693, d1=0.409, d2=0.231 g=5.083 2/2 [==============================] - 0s 12ms/step >61, 359/693, d1=0.476, d2=0.296 g=5.862 2/2 [==============================] - 0s 17ms/step >61, 360/693, d1=0.438, d2=0.321 g=3.226 2/2 [==============================] - 0s 9ms/step >61, 361/693, d1=0.511, d2=0.359 g=4.784 2/2 [==============================] - 0s 14ms/step >61, 362/693, d1=0.368, d2=0.321 g=2.839 2/2 [==============================] - 0s 8ms/step >61, 363/693, d1=0.252, d2=0.285 g=2.806 2/2 [==============================] - 0s 12ms/step >61, 364/693, d1=0.437, d2=0.396 g=1.716 2/2 [==============================] - 0s 7ms/step >61, 365/693, d1=0.365, d2=0.458 g=3.001 2/2 [==============================] - 0s 12ms/step >61, 366/693, d1=0.386, d2=0.257 g=3.920 2/2 [==============================] - 0s 9ms/step >61, 367/693, d1=0.241, d2=0.276 g=4.232 2/2 [==============================] - 0s 15ms/step >61, 368/693, d1=0.413, d2=0.247 g=4.260 2/2 [==============================] - 0s 15ms/step >61, 369/693, d1=0.396, d2=0.483 g=3.681 2/2 [==============================] - 0s 10ms/step >61, 370/693, d1=0.406, d2=0.336 g=3.278 2/2 [==============================] - 0s 14ms/step >61, 371/693, d1=0.372, d2=0.317 g=4.653 2/2 [==============================] - 0s 12ms/step >61, 372/693, d1=0.542, d2=0.224 g=3.507 2/2 [==============================] - 0s 11ms/step >61, 373/693, d1=0.412, d2=0.385 g=5.610 2/2 [==============================] - 0s 10ms/step >61, 374/693, d1=0.450, d2=0.291 g=4.835 2/2 [==============================] - 0s 21ms/step >61, 375/693, d1=0.411, d2=0.254 g=2.969 2/2 [==============================] - 0s 11ms/step >61, 376/693, d1=0.368, d2=0.458 g=4.653 2/2 [==============================] - 0s 13ms/step >61, 377/693, d1=0.459, d2=0.363 g=3.852 2/2 [==============================] - 0s 13ms/step >61, 378/693, d1=0.499, d2=0.315 g=2.837 2/2 [==============================] - 0s 14ms/step >61, 379/693, d1=0.277, d2=0.359 g=4.405 2/2 [==============================] - 0s 7ms/step >61, 380/693, d1=0.447, d2=0.427 g=3.048 2/2 [==============================] - 0s 9ms/step >61, 381/693, d1=0.438, d2=0.226 g=4.087 2/2 [==============================] - 0s 14ms/step >61, 382/693, d1=0.565, d2=0.431 g=3.947 2/2 [==============================] - 0s 8ms/step >61, 383/693, d1=0.615, d2=0.253 g=4.049 2/2 [==============================] - 0s 15ms/step >61, 384/693, d1=0.406, d2=0.430 g=4.206 2/2 [==============================] - 0s 14ms/step >61, 385/693, d1=0.297, d2=0.298 g=4.053 2/2 [==============================] - 0s 16ms/step >61, 386/693, d1=0.458, d2=0.390 g=3.986 2/2 [==============================] - 0s 17ms/step >61, 387/693, d1=0.315, d2=0.405 g=4.448 2/2 [==============================] - 0s 10ms/step >61, 388/693, d1=0.386, d2=0.222 g=5.447 2/2 [==============================] - 0s 11ms/step >61, 389/693, d1=0.300, d2=0.341 g=3.904 2/2 [==============================] - 0s 10ms/step >61, 390/693, d1=0.388, d2=0.358 g=3.685 2/2 [==============================] - 0s 12ms/step >61, 391/693, d1=0.458, d2=0.466 g=4.463 2/2 [==============================] - 0s 12ms/step >61, 392/693, d1=0.446, d2=0.345 g=2.649 2/2 [==============================] - 0s 10ms/step >61, 393/693, d1=0.577, d2=0.264 g=1.768 2/2 [==============================] - 0s 15ms/step >61, 394/693, d1=0.358, d2=0.357 g=5.106 2/2 [==============================] - 0s 15ms/step >61, 395/693, d1=0.332, d2=0.350 g=3.599 2/2 [==============================] - 0s 14ms/step >61, 396/693, d1=0.378, d2=0.492 g=4.991 2/2 [==============================] - 0s 12ms/step >61, 397/693, d1=0.558, d2=0.301 g=3.464 2/2 [==============================] - 0s 13ms/step >61, 398/693, d1=0.377, d2=0.327 g=4.663 2/2 [==============================] - 0s 14ms/step >61, 399/693, d1=0.357, d2=0.308 g=3.325 2/2 [==============================] - 0s 12ms/step >61, 400/693, d1=0.499, d2=0.334 g=4.306 2/2 [==============================] - 0s 13ms/step >61, 401/693, d1=0.436, d2=0.334 g=4.200 2/2 [==============================] - 0s 16ms/step >61, 402/693, d1=0.470, d2=0.413 g=4.928 2/2 [==============================] - 0s 13ms/step >61, 403/693, d1=0.370, d2=0.354 g=3.483 2/2 [==============================] - 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0s 13ms/step >61, 514/693, d1=0.334, d2=0.358 g=4.502 2/2 [==============================] - 0s 11ms/step >61, 515/693, d1=0.418, d2=0.292 g=5.494 2/2 [==============================] - 0s 12ms/step >61, 516/693, d1=0.377, d2=0.557 g=4.485 2/2 [==============================] - 0s 12ms/step >61, 517/693, d1=0.466, d2=0.262 g=5.067 2/2 [==============================] - 0s 12ms/step >61, 518/693, d1=0.435, d2=0.267 g=2.630 2/2 [==============================] - 0s 13ms/step >61, 519/693, d1=0.364, d2=0.276 g=4.182 2/2 [==============================] - 0s 12ms/step >61, 520/693, d1=0.290, d2=0.390 g=2.861 2/2 [==============================] - 0s 11ms/step >61, 521/693, d1=0.433, d2=0.282 g=5.219 2/2 [==============================] - 0s 11ms/step >61, 522/693, d1=0.388, d2=0.302 g=4.281 2/2 [==============================] - 0s 12ms/step >61, 523/693, d1=0.390, d2=0.321 g=2.355 2/2 [==============================] - 0s 11ms/step >61, 524/693, d1=0.436, d2=0.386 g=4.054 2/2 [==============================] - 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0s 12ms/step >62, 8/693, d1=0.437, d2=0.366 g=4.648 2/2 [==============================] - 0s 13ms/step >62, 9/693, d1=0.243, d2=0.296 g=3.293 2/2 [==============================] - 0s 11ms/step >62, 10/693, d1=0.438, d2=0.381 g=5.395 2/2 [==============================] - 0s 13ms/step >62, 11/693, d1=0.443, d2=0.344 g=3.586 2/2 [==============================] - 0s 13ms/step >62, 12/693, d1=0.451, d2=0.309 g=4.144 2/2 [==============================] - 0s 11ms/step >62, 13/693, d1=0.391, d2=0.325 g=3.487 2/2 [==============================] - 0s 12ms/step >62, 14/693, d1=0.441, d2=0.356 g=4.715 2/2 [==============================] - 0s 11ms/step >62, 15/693, d1=0.257, d2=0.290 g=3.620 2/2 [==============================] - 0s 13ms/step >62, 16/693, d1=0.599, d2=0.339 g=3.964 2/2 [==============================] - 0s 10ms/step >62, 17/693, d1=0.396, d2=0.280 g=4.672 2/2 [==============================] - 0s 11ms/step >62, 18/693, d1=0.351, d2=0.498 g=4.747 2/2 [==============================] - 0s 11ms/step >62, 19/693, d1=0.397, d2=0.397 g=4.287 2/2 [==============================] - 0s 11ms/step >62, 20/693, d1=0.357, d2=0.328 g=3.842 2/2 [==============================] - 0s 12ms/step >62, 21/693, d1=0.411, d2=0.423 g=2.827 2/2 [==============================] - 0s 12ms/step >62, 22/693, d1=0.482, d2=0.363 g=3.950 2/2 [==============================] - 0s 11ms/step >62, 23/693, d1=0.549, d2=0.251 g=6.416 2/2 [==============================] - 0s 14ms/step >62, 24/693, d1=0.416, d2=0.406 g=3.380 2/2 [==============================] - 0s 12ms/step >62, 25/693, d1=0.308, d2=0.246 g=3.249 2/2 [==============================] - 0s 11ms/step >62, 26/693, d1=0.501, d2=0.360 g=5.212 2/2 [==============================] - 0s 13ms/step >62, 27/693, d1=0.411, d2=0.251 g=6.092 2/2 [==============================] - 0s 12ms/step >62, 28/693, d1=0.434, d2=0.288 g=3.559 2/2 [==============================] - 0s 11ms/step >62, 29/693, d1=0.276, d2=0.338 g=3.521 2/2 [==============================] - 0s 13ms/step >62, 30/693, d1=0.297, d2=0.321 g=3.703 2/2 [==============================] - 0s 12ms/step >62, 31/693, d1=0.437, d2=0.368 g=3.679 2/2 [==============================] - 0s 12ms/step >62, 32/693, d1=0.499, d2=0.423 g=4.473 2/2 [==============================] - 0s 11ms/step >62, 33/693, d1=0.396, d2=0.312 g=3.220 2/2 [==============================] - 0s 11ms/step >62, 34/693, d1=0.495, d2=0.297 g=2.494 2/2 [==============================] - 0s 11ms/step >62, 35/693, d1=0.397, d2=0.322 g=4.030 2/2 [==============================] - 0s 12ms/step >62, 36/693, d1=0.345, d2=0.425 g=3.090 2/2 [==============================] - 0s 12ms/step >62, 37/693, d1=0.518, d2=0.296 g=3.813 2/2 [==============================] - 0s 13ms/step >62, 38/693, d1=0.443, d2=0.369 g=3.261 2/2 [==============================] - 0s 12ms/step >62, 39/693, d1=0.380, d2=0.399 g=4.636 2/2 [==============================] - 0s 12ms/step >62, 40/693, d1=0.413, d2=0.338 g=4.592 2/2 [==============================] - 0s 12ms/step >62, 41/693, d1=0.282, d2=0.282 g=4.700 2/2 [==============================] - 0s 11ms/step >62, 42/693, d1=0.488, d2=0.281 g=4.051 2/2 [==============================] - 0s 12ms/step >62, 43/693, d1=0.365, d2=0.388 g=2.487 2/2 [==============================] - 0s 12ms/step >62, 44/693, d1=0.369, d2=0.361 g=2.995 2/2 [==============================] - 0s 15ms/step >62, 45/693, d1=0.412, d2=0.293 g=4.772 2/2 [==============================] - 0s 11ms/step >62, 46/693, d1=0.373, d2=0.280 g=3.673 2/2 [==============================] - 0s 13ms/step >62, 47/693, d1=0.360, d2=0.317 g=3.354 2/2 [==============================] - 0s 12ms/step >62, 48/693, d1=0.527, d2=0.312 g=3.134 2/2 [==============================] - 0s 12ms/step >62, 49/693, d1=0.333, d2=0.338 g=2.750 2/2 [==============================] - 0s 15ms/step >62, 50/693, d1=0.514, d2=0.316 g=3.584 2/2 [==============================] - 0s 11ms/step >62, 51/693, d1=0.270, d2=0.358 g=3.990 2/2 [==============================] - 0s 12ms/step >62, 52/693, d1=0.363, d2=0.446 g=4.453 2/2 [==============================] - 0s 14ms/step >62, 53/693, d1=0.408, d2=0.278 g=4.310 2/2 [==============================] - 0s 11ms/step >62, 54/693, d1=0.653, d2=0.223 g=4.658 2/2 [==============================] - 0s 10ms/step >62, 55/693, d1=0.448, d2=0.369 g=4.219 2/2 [==============================] - 0s 11ms/step >62, 56/693, d1=0.415, d2=0.370 g=1.893 2/2 [==============================] - 0s 11ms/step >62, 57/693, d1=0.341, d2=0.423 g=3.542 2/2 [==============================] - 0s 11ms/step >62, 58/693, d1=0.426, d2=0.407 g=3.570 2/2 [==============================] - 0s 12ms/step >62, 59/693, d1=0.397, d2=0.424 g=3.479 2/2 [==============================] - 0s 12ms/step >62, 60/693, d1=0.498, d2=0.337 g=3.598 2/2 [==============================] - 0s 12ms/step >62, 61/693, d1=0.402, d2=0.355 g=4.493 2/2 [==============================] - 0s 11ms/step >62, 62/693, d1=0.336, d2=0.309 g=4.586 2/2 [==============================] - 0s 12ms/step >62, 63/693, d1=0.527, d2=0.262 g=3.141 2/2 [==============================] - 0s 11ms/step >62, 64/693, d1=0.316, d2=0.354 g=3.943 2/2 [==============================] - 0s 12ms/step >62, 65/693, d1=0.459, d2=0.378 g=2.991 2/2 [==============================] - 0s 12ms/step >62, 66/693, d1=0.441, d2=0.393 g=2.738 2/2 [==============================] - 0s 11ms/step >62, 67/693, d1=0.404, d2=0.337 g=3.017 2/2 [==============================] - 0s 11ms/step >62, 68/693, d1=0.381, d2=0.268 g=3.067 2/2 [==============================] - 0s 12ms/step >62, 69/693, d1=0.366, d2=0.346 g=3.520 2/2 [==============================] - 0s 11ms/step >62, 70/693, d1=0.324, d2=0.246 g=4.342 2/2 [==============================] - 0s 12ms/step >62, 71/693, d1=0.512, d2=0.329 g=4.973 2/2 [==============================] - 0s 12ms/step >62, 72/693, d1=0.413, d2=0.582 g=2.059 2/2 [==============================] - 0s 11ms/step >62, 73/693, d1=0.424, d2=0.346 g=3.259 2/2 [==============================] - 0s 12ms/step >62, 74/693, d1=0.348, d2=0.418 g=5.755 2/2 [==============================] - 0s 13ms/step >62, 75/693, d1=0.442, d2=0.406 g=5.189 2/2 [==============================] - 0s 12ms/step >62, 76/693, d1=0.419, d2=0.469 g=4.147 2/2 [==============================] - 0s 11ms/step >62, 77/693, d1=0.624, d2=0.350 g=3.032 2/2 [==============================] - 0s 13ms/step >62, 78/693, d1=0.466, d2=0.292 g=4.185 2/2 [==============================] - 0s 11ms/step >62, 79/693, d1=0.386, d2=0.365 g=2.808 2/2 [==============================] - 0s 12ms/step >62, 80/693, d1=0.518, d2=0.333 g=2.388 2/2 [==============================] - 0s 12ms/step >62, 81/693, d1=0.248, d2=0.383 g=3.204 2/2 [==============================] - 0s 12ms/step >62, 82/693, d1=0.417, d2=0.248 g=3.973 2/2 [==============================] - 0s 12ms/step >62, 83/693, d1=0.310, d2=0.367 g=3.279 2/2 [==============================] - 0s 12ms/step >62, 84/693, d1=0.504, d2=0.306 g=3.322 2/2 [==============================] - 0s 12ms/step >62, 85/693, d1=0.292, d2=0.253 g=3.732 2/2 [==============================] - 0s 12ms/step >62, 86/693, d1=0.346, d2=0.213 g=3.322 2/2 [==============================] - 0s 12ms/step >62, 87/693, d1=0.359, d2=0.464 g=4.560 2/2 [==============================] - 0s 11ms/step >62, 88/693, d1=0.336, d2=0.332 g=3.935 2/2 [==============================] - 0s 12ms/step >62, 89/693, d1=0.602, d2=0.294 g=3.823 2/2 [==============================] - 0s 10ms/step >62, 90/693, d1=0.443, d2=0.405 g=3.738 2/2 [==============================] - 0s 13ms/step >62, 91/693, d1=0.594, d2=0.395 g=3.159 2/2 [==============================] - 0s 11ms/step >62, 92/693, d1=0.390, d2=0.310 g=3.870 2/2 [==============================] - 0s 12ms/step >62, 93/693, d1=0.477, d2=0.321 g=2.780 2/2 [==============================] - 0s 11ms/step >62, 94/693, d1=0.486, d2=0.387 g=2.856 2/2 [==============================] - 0s 12ms/step >62, 95/693, d1=0.343, d2=0.417 g=4.658 2/2 [==============================] - 0s 12ms/step >62, 96/693, d1=0.366, d2=0.314 g=2.576 2/2 [==============================] - 0s 13ms/step >62, 97/693, d1=0.431, d2=0.255 g=3.533 2/2 [==============================] - 0s 13ms/step >62, 98/693, d1=0.388, d2=0.357 g=4.612 2/2 [==============================] - 0s 11ms/step >62, 99/693, d1=0.353, d2=0.253 g=2.838 2/2 [==============================] - 0s 12ms/step >62, 100/693, d1=0.310, d2=0.388 g=3.121 2/2 [==============================] - 0s 13ms/step >62, 101/693, d1=0.379, d2=0.300 g=5.379 2/2 [==============================] - 0s 11ms/step >62, 102/693, d1=0.504, d2=0.415 g=3.557 2/2 [==============================] - 0s 11ms/step >62, 103/693, d1=0.349, d2=0.307 g=2.686 2/2 [==============================] - 0s 12ms/step >62, 104/693, d1=0.453, d2=0.373 g=2.581 2/2 [==============================] - 0s 12ms/step >62, 105/693, d1=0.413, d2=0.398 g=2.970 2/2 [==============================] - 0s 12ms/step >62, 106/693, d1=0.316, d2=0.290 g=2.832 2/2 [==============================] - 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0s 13ms/step >62, 195/693, d1=0.433, d2=0.319 g=3.289 2/2 [==============================] - 0s 11ms/step >62, 196/693, d1=0.412, d2=0.328 g=3.356 2/2 [==============================] - 0s 11ms/step >62, 197/693, d1=0.414, d2=0.300 g=4.615 2/2 [==============================] - 0s 12ms/step >62, 198/693, d1=0.457, d2=0.360 g=2.519 2/2 [==============================] - 0s 11ms/step >62, 199/693, d1=0.377, d2=0.320 g=3.523 2/2 [==============================] - 0s 12ms/step >62, 200/693, d1=0.498, d2=0.352 g=4.402 2/2 [==============================] - 0s 12ms/step >62, 201/693, d1=0.329, d2=0.393 g=3.944 2/2 [==============================] - 0s 11ms/step >62, 202/693, d1=0.280, d2=0.370 g=3.319 2/2 [==============================] - 0s 11ms/step >62, 203/693, d1=0.430, d2=0.293 g=4.579 2/2 [==============================] - 0s 13ms/step >62, 204/693, d1=0.542, d2=0.397 g=4.608 2/2 [==============================] - 0s 13ms/step >62, 205/693, d1=0.456, d2=0.382 g=3.856 2/2 [==============================] - 0s 12ms/step >62, 206/693, d1=0.405, d2=0.327 g=3.288 2/2 [==============================] - 0s 11ms/step >62, 207/693, d1=0.400, d2=0.399 g=4.388 2/2 [==============================] - 0s 11ms/step >62, 208/693, d1=0.390, d2=0.335 g=3.359 2/2 [==============================] - 0s 12ms/step >62, 209/693, d1=0.500, d2=0.356 g=4.296 2/2 [==============================] - 0s 12ms/step >62, 210/693, d1=0.326, d2=0.306 g=3.191 2/2 [==============================] - 0s 12ms/step >62, 211/693, d1=0.485, d2=0.232 g=3.739 2/2 [==============================] - 0s 13ms/step >62, 212/693, d1=0.411, d2=0.551 g=2.523 2/2 [==============================] - 0s 12ms/step >62, 213/693, d1=0.413, d2=0.197 g=1.828 2/2 [==============================] - 0s 12ms/step >62, 214/693, d1=0.324, d2=0.371 g=3.869 2/2 [==============================] - 0s 11ms/step >62, 215/693, d1=0.425, d2=0.524 g=4.299 2/2 [==============================] - 0s 12ms/step >62, 216/693, d1=0.481, d2=0.306 g=3.655 2/2 [==============================] - 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0s 13ms/step >62, 228/693, d1=0.448, d2=0.413 g=4.413 2/2 [==============================] - 0s 11ms/step >62, 229/693, d1=0.385, d2=0.230 g=2.648 2/2 [==============================] - 0s 12ms/step >62, 230/693, d1=0.509, d2=0.372 g=2.610 2/2 [==============================] - 0s 12ms/step >62, 231/693, d1=0.292, d2=0.334 g=3.429 2/2 [==============================] - 0s 11ms/step >62, 232/693, d1=0.356, d2=0.362 g=3.115 2/2 [==============================] - 0s 12ms/step >62, 233/693, d1=0.408, d2=0.259 g=5.857 2/2 [==============================] - 0s 14ms/step >62, 234/693, d1=0.366, d2=0.304 g=3.855 2/2 [==============================] - 0s 11ms/step >62, 235/693, d1=0.535, d2=0.475 g=4.029 2/2 [==============================] - 0s 12ms/step >62, 236/693, d1=0.389, d2=0.301 g=3.012 2/2 [==============================] - 0s 11ms/step >62, 237/693, d1=0.429, d2=0.394 g=3.182 2/2 [==============================] - 0s 11ms/step >62, 238/693, d1=0.434, d2=0.232 g=3.560 2/2 [==============================] - 0s 12ms/step >62, 239/693, d1=0.459, d2=0.243 g=3.630 2/2 [==============================] - 0s 11ms/step >62, 240/693, d1=0.512, d2=0.332 g=4.296 2/2 [==============================] - 0s 13ms/step >62, 241/693, d1=0.378, d2=0.328 g=3.097 2/2 [==============================] - 0s 11ms/step >62, 242/693, d1=0.443, d2=0.359 g=2.566 2/2 [==============================] - 0s 12ms/step >62, 243/693, d1=0.484, d2=0.394 g=2.986 2/2 [==============================] - 0s 11ms/step >62, 244/693, d1=0.439, d2=0.281 g=3.854 2/2 [==============================] - 0s 12ms/step >62, 245/693, d1=0.350, d2=0.349 g=4.064 2/2 [==============================] - 0s 11ms/step >62, 246/693, d1=0.455, d2=0.363 g=3.627 2/2 [==============================] - 0s 12ms/step >62, 247/693, d1=0.314, d2=0.338 g=3.767 2/2 [==============================] - 0s 10ms/step >62, 248/693, d1=0.421, d2=0.309 g=4.629 2/2 [==============================] - 0s 11ms/step >62, 249/693, d1=0.426, d2=0.337 g=5.024 2/2 [==============================] - 0s 12ms/step >62, 250/693, d1=0.366, d2=0.362 g=4.066 2/2 [==============================] - 0s 11ms/step >62, 251/693, d1=0.323, d2=0.372 g=3.420 2/2 [==============================] - 0s 13ms/step >62, 252/693, d1=0.368, d2=0.364 g=2.773 2/2 [==============================] - 0s 12ms/step >62, 253/693, d1=0.655, d2=0.257 g=3.617 2/2 [==============================] - 0s 12ms/step >62, 254/693, d1=0.486, d2=0.329 g=5.750 2/2 [==============================] - 0s 12ms/step >62, 255/693, d1=0.268, d2=0.337 g=4.087 2/2 [==============================] - 0s 13ms/step >62, 256/693, d1=0.407, d2=0.312 g=4.766 2/2 [==============================] - 0s 11ms/step >62, 257/693, d1=0.264, d2=0.313 g=3.480 2/2 [==============================] - 0s 12ms/step >62, 258/693, d1=0.376, d2=0.470 g=2.680 2/2 [==============================] - 0s 12ms/step >62, 259/693, d1=0.332, d2=0.237 g=4.183 2/2 [==============================] - 0s 12ms/step >62, 260/693, d1=0.357, d2=0.276 g=4.743 2/2 [==============================] - 0s 11ms/step >62, 261/693, d1=0.377, d2=0.370 g=2.616 2/2 [==============================] - 0s 11ms/step >62, 262/693, d1=0.433, d2=0.304 g=3.572 2/2 [==============================] - 0s 12ms/step >62, 263/693, d1=0.435, d2=0.323 g=2.678 2/2 [==============================] - 0s 12ms/step >62, 264/693, d1=0.426, d2=0.361 g=2.526 2/2 [==============================] - 0s 11ms/step >62, 265/693, d1=0.552, d2=0.386 g=3.769 2/2 [==============================] - 0s 10ms/step >62, 266/693, d1=0.331, d2=0.300 g=2.148 2/2 [==============================] - 0s 14ms/step >62, 267/693, d1=0.492, d2=0.293 g=5.083 2/2 [==============================] - 0s 11ms/step >62, 268/693, d1=0.499, d2=0.439 g=3.834 2/2 [==============================] - 0s 13ms/step >62, 269/693, d1=0.514, d2=0.355 g=6.187 2/2 [==============================] - 0s 11ms/step >62, 270/693, d1=0.589, d2=0.403 g=3.429 2/2 [==============================] - 0s 12ms/step >62, 271/693, d1=0.315, d2=0.370 g=5.572 2/2 [==============================] - 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0s 12ms/step >62, 283/693, d1=0.356, d2=0.361 g=4.933 2/2 [==============================] - 0s 12ms/step >62, 284/693, d1=0.418, d2=0.369 g=3.237 2/2 [==============================] - 0s 11ms/step >62, 285/693, d1=0.412, d2=0.353 g=5.176 2/2 [==============================] - 0s 11ms/step >62, 286/693, d1=0.428, d2=0.481 g=2.336 2/2 [==============================] - 0s 12ms/step >62, 287/693, d1=0.374, d2=0.276 g=3.786 2/2 [==============================] - 0s 12ms/step >62, 288/693, d1=0.296, d2=0.261 g=4.160 2/2 [==============================] - 0s 13ms/step >62, 289/693, d1=0.524, d2=0.301 g=3.318 2/2 [==============================] - 0s 13ms/step >62, 290/693, d1=0.329, d2=0.437 g=4.350 2/2 [==============================] - 0s 12ms/step >62, 291/693, d1=0.388, d2=0.293 g=4.373 2/2 [==============================] - 0s 11ms/step >62, 292/693, d1=0.420, d2=0.255 g=4.070 2/2 [==============================] - 0s 11ms/step >62, 293/693, d1=0.314, d2=0.374 g=3.389 2/2 [==============================] - 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0s 12ms/step >62, 305/693, d1=0.413, d2=0.302 g=3.659 2/2 [==============================] - 0s 12ms/step >62, 306/693, d1=0.358, d2=0.422 g=2.640 2/2 [==============================] - 0s 12ms/step >62, 307/693, d1=0.414, d2=0.376 g=2.762 2/2 [==============================] - 0s 11ms/step >62, 308/693, d1=0.479, d2=0.258 g=3.225 2/2 [==============================] - 0s 11ms/step >62, 309/693, d1=0.475, d2=0.352 g=3.392 2/2 [==============================] - 0s 11ms/step >62, 310/693, d1=0.372, d2=0.304 g=3.845 2/2 [==============================] - 0s 12ms/step >62, 311/693, d1=0.455, d2=0.343 g=3.476 2/2 [==============================] - 0s 12ms/step >62, 312/693, d1=0.424, d2=0.441 g=4.513 2/2 [==============================] - 0s 11ms/step >62, 313/693, d1=0.468, d2=0.299 g=4.921 2/2 [==============================] - 0s 11ms/step >62, 314/693, d1=0.409, d2=0.354 g=3.211 2/2 [==============================] - 0s 12ms/step >62, 315/693, d1=0.298, d2=0.287 g=3.392 2/2 [==============================] - 0s 12ms/step >62, 316/693, d1=0.447, d2=0.387 g=4.541 2/2 [==============================] - 0s 13ms/step >62, 317/693, d1=0.433, d2=0.292 g=5.557 2/2 [==============================] - 0s 12ms/step >62, 318/693, d1=0.306, d2=0.303 g=4.361 2/2 [==============================] - 0s 11ms/step >62, 319/693, d1=0.452, d2=0.336 g=4.877 2/2 [==============================] - 0s 12ms/step >62, 320/693, d1=0.434, d2=0.435 g=2.515 2/2 [==============================] - 0s 13ms/step >62, 321/693, d1=0.447, d2=0.278 g=4.019 2/2 [==============================] - 0s 11ms/step >62, 322/693, d1=0.482, d2=0.269 g=3.686 2/2 [==============================] - 0s 11ms/step >62, 323/693, d1=0.353, d2=0.349 g=1.841 2/2 [==============================] - 0s 12ms/step >62, 324/693, d1=0.219, d2=0.267 g=2.744 2/2 [==============================] - 0s 11ms/step >62, 325/693, d1=0.428, d2=0.365 g=3.613 2/2 [==============================] - 0s 12ms/step >62, 326/693, d1=0.418, d2=0.277 g=3.514 2/2 [==============================] - 0s 12ms/step >62, 327/693, d1=0.261, d2=0.318 g=3.074 2/2 [==============================] - 0s 12ms/step >62, 328/693, d1=0.465, d2=0.264 g=3.360 2/2 [==============================] - 0s 13ms/step >62, 329/693, d1=0.528, d2=0.345 g=3.759 2/2 [==============================] - 0s 12ms/step >62, 330/693, d1=0.392, d2=0.425 g=5.372 2/2 [==============================] - 0s 11ms/step >62, 331/693, d1=0.363, d2=0.343 g=4.434 2/2 [==============================] - 0s 11ms/step >62, 332/693, d1=0.351, d2=0.325 g=4.287 2/2 [==============================] - 0s 12ms/step >62, 333/693, d1=0.568, d2=0.288 g=3.902 2/2 [==============================] - 0s 13ms/step >62, 334/693, d1=0.588, d2=0.327 g=3.342 2/2 [==============================] - 0s 11ms/step >62, 335/693, d1=0.241, d2=0.307 g=2.096 2/2 [==============================] - 0s 11ms/step >62, 336/693, d1=0.352, d2=0.368 g=5.342 2/2 [==============================] - 0s 11ms/step >62, 337/693, d1=0.285, d2=0.360 g=3.810 2/2 [==============================] - 0s 12ms/step >62, 338/693, d1=0.380, d2=0.299 g=3.636 2/2 [==============================] - 0s 12ms/step >62, 339/693, d1=0.431, d2=0.304 g=4.087 2/2 [==============================] - 0s 12ms/step >62, 340/693, d1=0.448, d2=0.295 g=4.027 2/2 [==============================] - 0s 12ms/step >62, 341/693, d1=0.381, d2=0.280 g=3.186 2/2 [==============================] - 0s 12ms/step >62, 342/693, d1=0.251, d2=0.424 g=4.234 2/2 [==============================] - 0s 12ms/step >62, 343/693, d1=0.320, d2=0.313 g=3.281 2/2 [==============================] - 0s 11ms/step >62, 344/693, d1=0.344, d2=0.251 g=3.531 2/2 [==============================] - 0s 12ms/step >62, 345/693, d1=0.469, d2=0.433 g=3.467 2/2 [==============================] - 0s 11ms/step >62, 346/693, d1=0.450, d2=0.326 g=2.642 2/2 [==============================] - 0s 11ms/step >62, 347/693, d1=0.432, d2=0.349 g=3.453 2/2 [==============================] - 0s 12ms/step >62, 348/693, d1=0.427, d2=0.477 g=4.196 2/2 [==============================] - 0s 11ms/step >62, 349/693, d1=0.591, d2=0.352 g=4.833 2/2 [==============================] - 0s 11ms/step >62, 350/693, d1=0.439, d2=0.333 g=5.322 2/2 [==============================] - 0s 12ms/step >62, 351/693, d1=0.340, d2=0.287 g=2.883 2/2 [==============================] - 0s 11ms/step >62, 352/693, d1=0.436, d2=0.339 g=3.862 2/2 [==============================] - 0s 12ms/step >62, 353/693, d1=0.414, d2=0.376 g=3.752 2/2 [==============================] - 0s 12ms/step >62, 354/693, d1=0.354, d2=0.356 g=4.180 2/2 [==============================] - 0s 11ms/step >62, 355/693, d1=0.475, d2=0.369 g=3.081 2/2 [==============================] - 0s 11ms/step >62, 356/693, d1=0.559, d2=0.353 g=4.436 2/2 [==============================] - 0s 11ms/step >62, 357/693, d1=0.426, d2=0.313 g=2.772 2/2 [==============================] - 0s 11ms/step >62, 358/693, d1=0.477, d2=0.388 g=3.881 2/2 [==============================] - 0s 11ms/step >62, 359/693, d1=0.357, d2=0.311 g=2.560 2/2 [==============================] - 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0s 11ms/step >62, 382/693, d1=0.484, d2=0.350 g=6.444 2/2 [==============================] - 0s 13ms/step >62, 383/693, d1=0.438, d2=0.424 g=3.484 2/2 [==============================] - 0s 12ms/step >62, 384/693, d1=0.397, d2=0.444 g=2.709 2/2 [==============================] - 0s 11ms/step >62, 385/693, d1=0.445, d2=0.268 g=5.154 2/2 [==============================] - 0s 12ms/step >62, 386/693, d1=0.486, d2=0.343 g=3.613 2/2 [==============================] - 0s 13ms/step >62, 387/693, d1=0.385, d2=0.515 g=2.857 2/2 [==============================] - 0s 12ms/step >62, 388/693, d1=0.520, d2=0.353 g=4.253 2/2 [==============================] - 0s 12ms/step >62, 389/693, d1=0.306, d2=0.231 g=5.505 2/2 [==============================] - 0s 11ms/step >62, 390/693, d1=0.413, d2=0.258 g=4.142 2/2 [==============================] - 0s 13ms/step >62, 391/693, d1=0.376, d2=0.387 g=4.276 2/2 [==============================] - 0s 12ms/step >62, 392/693, d1=0.441, d2=0.341 g=4.597 2/2 [==============================] - 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0s 11ms/step >62, 426/693, d1=0.420, d2=0.375 g=2.514 2/2 [==============================] - 0s 11ms/step >62, 427/693, d1=0.346, d2=0.371 g=3.840 2/2 [==============================] - 0s 11ms/step >62, 428/693, d1=0.387, d2=0.339 g=3.979 2/2 [==============================] - 0s 11ms/step >62, 429/693, d1=0.323, d2=0.368 g=3.469 2/2 [==============================] - 0s 12ms/step >62, 430/693, d1=0.377, d2=0.305 g=2.742 2/2 [==============================] - 0s 11ms/step >62, 431/693, d1=0.293, d2=0.319 g=3.345 2/2 [==============================] - 0s 12ms/step >62, 432/693, d1=0.538, d2=0.293 g=3.683 2/2 [==============================] - 0s 12ms/step >62, 433/693, d1=0.615, d2=0.342 g=3.322 2/2 [==============================] - 0s 12ms/step >62, 434/693, d1=0.450, d2=0.389 g=3.576 2/2 [==============================] - 0s 12ms/step >62, 435/693, d1=0.267, d2=0.328 g=3.844 2/2 [==============================] - 0s 11ms/step >62, 436/693, d1=0.329, d2=0.311 g=3.272 2/2 [==============================] - 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0s 12ms/step >62, 448/693, d1=0.596, d2=0.297 g=3.327 2/2 [==============================] - 0s 12ms/step >62, 449/693, d1=0.462, d2=0.331 g=2.758 2/2 [==============================] - 0s 12ms/step >62, 450/693, d1=0.261, d2=0.347 g=3.651 2/2 [==============================] - 0s 11ms/step >62, 451/693, d1=0.293, d2=0.425 g=4.275 2/2 [==============================] - 0s 12ms/step >62, 452/693, d1=0.438, d2=0.296 g=3.655 2/2 [==============================] - 0s 12ms/step >62, 453/693, d1=0.427, d2=0.269 g=3.550 2/2 [==============================] - 0s 14ms/step >62, 454/693, d1=0.438, d2=0.393 g=3.598 2/2 [==============================] - 0s 11ms/step >62, 455/693, d1=0.464, d2=0.339 g=3.360 2/2 [==============================] - 0s 12ms/step >62, 456/693, d1=0.537, d2=0.373 g=2.513 2/2 [==============================] - 0s 12ms/step >62, 457/693, d1=0.355, d2=0.467 g=2.431 2/2 [==============================] - 0s 11ms/step >62, 458/693, d1=0.409, d2=0.279 g=2.626 2/2 [==============================] - 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0s 11ms/step >62, 514/693, d1=0.421, d2=0.308 g=3.087 2/2 [==============================] - 0s 11ms/step >62, 515/693, d1=0.345, d2=0.310 g=3.477 2/2 [==============================] - 0s 12ms/step >62, 516/693, d1=0.313, d2=0.371 g=4.048 2/2 [==============================] - 0s 11ms/step >62, 517/693, d1=0.466, d2=0.390 g=3.416 2/2 [==============================] - 0s 11ms/step >62, 518/693, d1=0.310, d2=0.399 g=5.089 2/2 [==============================] - 0s 12ms/step >62, 519/693, d1=0.419, d2=0.246 g=3.227 2/2 [==============================] - 0s 11ms/step >62, 520/693, d1=0.312, d2=0.226 g=3.247 2/2 [==============================] - 0s 12ms/step >62, 521/693, d1=0.507, d2=0.276 g=5.071 2/2 [==============================] - 0s 11ms/step >62, 522/693, d1=0.453, d2=0.364 g=4.557 2/2 [==============================] - 0s 11ms/step >62, 523/693, d1=0.374, d2=0.298 g=2.947 2/2 [==============================] - 0s 11ms/step >62, 524/693, d1=0.493, d2=0.491 g=3.139 2/2 [==============================] - 0s 13ms/step >62, 525/693, d1=0.483, d2=0.322 g=3.846 2/2 [==============================] - 0s 12ms/step >62, 526/693, d1=0.456, d2=0.543 g=3.043 2/2 [==============================] - 0s 11ms/step >62, 527/693, d1=0.258, d2=0.371 g=3.355 2/2 [==============================] - 0s 12ms/step >62, 528/693, d1=0.352, d2=0.238 g=3.132 2/2 [==============================] - 0s 11ms/step >62, 529/693, d1=0.386, d2=0.271 g=3.268 2/2 [==============================] - 0s 12ms/step >62, 530/693, d1=0.444, d2=0.330 g=4.383 2/2 [==============================] - 0s 10ms/step >62, 531/693, d1=0.574, d2=0.487 g=2.346 2/2 [==============================] - 0s 11ms/step >62, 532/693, d1=0.319, d2=0.313 g=3.488 2/2 [==============================] - 0s 12ms/step >62, 533/693, d1=0.424, d2=0.382 g=2.513 2/2 [==============================] - 0s 13ms/step >62, 534/693, d1=0.495, d2=0.315 g=3.414 2/2 [==============================] - 0s 11ms/step >62, 535/693, d1=0.344, d2=0.344 g=2.981 2/2 [==============================] - 0s 12ms/step >62, 536/693, d1=0.526, d2=0.395 g=2.744 2/2 [==============================] - 0s 12ms/step >62, 537/693, d1=0.312, d2=0.350 g=2.908 2/2 [==============================] - 0s 13ms/step >62, 538/693, d1=0.446, d2=0.448 g=3.390 2/2 [==============================] - 0s 14ms/step >62, 539/693, d1=0.422, d2=0.266 g=4.397 2/2 [==============================] - 0s 11ms/step >62, 540/693, d1=0.539, d2=0.350 g=2.084 2/2 [==============================] - 0s 13ms/step >62, 541/693, d1=0.298, d2=0.403 g=2.733 2/2 [==============================] - 0s 12ms/step >62, 542/693, d1=0.399, d2=0.353 g=3.076 2/2 [==============================] - 0s 13ms/step >62, 543/693, d1=0.407, d2=0.340 g=3.542 2/2 [==============================] - 0s 12ms/step >62, 544/693, d1=0.396, d2=0.266 g=3.040 2/2 [==============================] - 0s 13ms/step >62, 545/693, d1=0.493, d2=0.306 g=4.844 2/2 [==============================] - 0s 12ms/step >62, 546/693, d1=0.506, d2=0.331 g=2.986 2/2 [==============================] - 0s 11ms/step >62, 547/693, d1=0.426, d2=0.414 g=3.571 2/2 [==============================] - 0s 13ms/step >62, 548/693, d1=0.473, d2=0.395 g=3.267 2/2 [==============================] - 0s 12ms/step >62, 549/693, d1=0.461, d2=0.404 g=3.531 2/2 [==============================] - 0s 11ms/step >62, 550/693, d1=0.476, d2=0.349 g=2.209 2/2 [==============================] - 0s 12ms/step >62, 551/693, d1=0.463, d2=0.344 g=3.216 2/2 [==============================] - 0s 12ms/step >62, 552/693, d1=0.287, d2=0.389 g=2.780 2/2 [==============================] - 0s 12ms/step >62, 553/693, d1=0.461, d2=0.311 g=3.045 2/2 [==============================] - 0s 13ms/step >62, 554/693, d1=0.465, d2=0.315 g=3.153 2/2 [==============================] - 0s 11ms/step >62, 555/693, d1=0.364, d2=0.303 g=3.469 2/2 [==============================] - 0s 12ms/step >62, 556/693, d1=0.418, d2=0.376 g=2.700 2/2 [==============================] - 0s 11ms/step >62, 557/693, d1=0.328, d2=0.476 g=3.386 2/2 [==============================] - 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0s 12ms/step >62, 569/693, d1=0.365, d2=0.283 g=3.863 2/2 [==============================] - 0s 12ms/step >62, 570/693, d1=0.492, d2=0.288 g=3.469 2/2 [==============================] - 0s 12ms/step >62, 571/693, d1=0.405, d2=0.281 g=3.641 2/2 [==============================] - 0s 13ms/step >62, 572/693, d1=0.412, d2=0.394 g=2.920 2/2 [==============================] - 0s 11ms/step >62, 573/693, d1=0.371, d2=0.359 g=4.510 2/2 [==============================] - 0s 11ms/step >62, 574/693, d1=0.336, d2=0.258 g=5.057 2/2 [==============================] - 0s 12ms/step >62, 575/693, d1=0.447, d2=0.321 g=3.847 2/2 [==============================] - 0s 12ms/step >62, 576/693, d1=0.412, d2=0.424 g=2.387 2/2 [==============================] - 0s 11ms/step >62, 577/693, d1=0.494, d2=0.485 g=4.650 2/2 [==============================] - 0s 14ms/step >62, 578/693, d1=0.324, d2=0.243 g=3.929 2/2 [==============================] - 0s 12ms/step >62, 579/693, d1=0.521, d2=0.309 g=3.890 2/2 [==============================] - 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0s 12ms/step >63, 8/693, d1=0.379, d2=0.315 g=3.378 2/2 [==============================] - 0s 12ms/step >63, 9/693, d1=0.527, d2=0.334 g=3.232 2/2 [==============================] - 0s 11ms/step >63, 10/693, d1=0.398, d2=0.414 g=3.430 2/2 [==============================] - 0s 12ms/step >63, 11/693, d1=0.434, d2=0.338 g=3.081 2/2 [==============================] - 0s 12ms/step >63, 12/693, d1=0.422, d2=0.363 g=3.620 2/2 [==============================] - 0s 11ms/step >63, 13/693, d1=0.398, d2=0.349 g=4.420 2/2 [==============================] - 0s 12ms/step >63, 14/693, d1=0.549, d2=0.317 g=2.965 2/2 [==============================] - 0s 12ms/step >63, 15/693, d1=0.229, d2=0.264 g=3.190 2/2 [==============================] - 0s 12ms/step >63, 16/693, d1=0.419, d2=0.357 g=3.941 2/2 [==============================] - 0s 12ms/step >63, 17/693, d1=0.310, d2=0.340 g=3.536 2/2 [==============================] - 0s 12ms/step >63, 18/693, d1=0.326, d2=0.269 g=4.156 2/2 [==============================] - 0s 11ms/step >63, 19/693, d1=0.560, d2=0.184 g=3.297 2/2 [==============================] - 0s 13ms/step >63, 20/693, d1=0.309, d2=0.297 g=4.237 2/2 [==============================] - 0s 13ms/step >63, 21/693, d1=0.327, d2=0.492 g=3.265 2/2 [==============================] - 0s 12ms/step >63, 22/693, d1=0.353, d2=0.306 g=3.201 2/2 [==============================] - 0s 11ms/step >63, 23/693, d1=0.536, d2=0.343 g=2.858 2/2 [==============================] - 0s 11ms/step >63, 24/693, d1=0.308, d2=0.319 g=3.664 2/2 [==============================] - 0s 12ms/step >63, 25/693, d1=0.448, d2=0.332 g=4.252 2/2 [==============================] - 0s 11ms/step >63, 26/693, d1=0.415, d2=0.281 g=3.510 2/2 [==============================] - 0s 12ms/step >63, 27/693, d1=0.554, d2=0.352 g=3.204 2/2 [==============================] - 0s 12ms/step >63, 28/693, d1=0.385, d2=0.415 g=4.382 2/2 [==============================] - 0s 13ms/step >63, 29/693, d1=0.456, d2=0.281 g=3.626 2/2 [==============================] - 0s 11ms/step >63, 30/693, d1=0.388, d2=0.272 g=3.919 2/2 [==============================] - 0s 12ms/step >63, 31/693, d1=0.423, d2=0.382 g=4.058 2/2 [==============================] - 0s 11ms/step >63, 32/693, d1=0.363, d2=0.379 g=2.935 2/2 [==============================] - 0s 12ms/step >63, 33/693, d1=0.376, d2=0.316 g=2.933 2/2 [==============================] - 0s 12ms/step >63, 34/693, d1=0.427, d2=0.337 g=3.080 2/2 [==============================] - 0s 13ms/step >63, 35/693, d1=0.397, d2=0.307 g=2.454 2/2 [==============================] - 0s 12ms/step >63, 36/693, d1=0.456, d2=0.255 g=2.756 2/2 [==============================] - 0s 13ms/step >63, 37/693, d1=0.382, d2=0.442 g=3.017 2/2 [==============================] - 0s 11ms/step >63, 38/693, d1=0.489, d2=0.464 g=2.447 2/2 [==============================] - 0s 14ms/step >63, 39/693, d1=0.560, d2=0.351 g=4.173 2/2 [==============================] - 0s 12ms/step >63, 40/693, d1=0.601, d2=0.320 g=2.596 2/2 [==============================] - 0s 12ms/step >63, 41/693, d1=0.381, d2=0.390 g=4.391 2/2 [==============================] - 0s 12ms/step >63, 42/693, d1=0.494, d2=0.398 g=3.610 2/2 [==============================] - 0s 11ms/step >63, 43/693, d1=0.368, d2=0.292 g=3.081 2/2 [==============================] - 0s 12ms/step >63, 44/693, d1=0.517, d2=0.329 g=2.988 2/2 [==============================] - 0s 13ms/step >63, 45/693, d1=0.455, d2=0.403 g=2.930 2/2 [==============================] - 0s 11ms/step >63, 46/693, d1=0.354, d2=0.350 g=2.433 2/2 [==============================] - 0s 13ms/step >63, 47/693, d1=0.328, d2=0.429 g=3.847 2/2 [==============================] - 0s 13ms/step >63, 48/693, d1=0.400, d2=0.336 g=3.911 2/2 [==============================] - 0s 12ms/step >63, 49/693, d1=0.443, d2=0.294 g=3.061 2/2 [==============================] - 0s 13ms/step >63, 50/693, d1=0.281, d2=0.377 g=4.744 2/2 [==============================] - 0s 12ms/step >63, 51/693, d1=0.434, d2=0.345 g=3.266 2/2 [==============================] - 0s 14ms/step >63, 52/693, d1=0.494, d2=0.246 g=4.314 2/2 [==============================] - 0s 14ms/step >63, 53/693, d1=0.414, d2=0.444 g=3.451 2/2 [==============================] - 0s 12ms/step >63, 54/693, d1=0.348, d2=0.401 g=3.551 2/2 [==============================] - 0s 12ms/step >63, 55/693, d1=0.320, d2=0.320 g=3.910 2/2 [==============================] - 0s 13ms/step >63, 56/693, d1=0.358, d2=0.291 g=4.360 2/2 [==============================] - 0s 10ms/step >63, 57/693, d1=0.513, d2=0.328 g=5.243 2/2 [==============================] - 0s 11ms/step >63, 58/693, d1=0.383, d2=0.385 g=5.105 2/2 [==============================] - 0s 13ms/step >63, 59/693, d1=0.425, d2=0.367 g=2.629 2/2 [==============================] - 0s 11ms/step >63, 60/693, d1=0.511, d2=0.268 g=2.655 2/2 [==============================] - 0s 11ms/step >63, 61/693, d1=0.447, d2=0.338 g=3.360 2/2 [==============================] - 0s 12ms/step >63, 62/693, d1=0.356, d2=0.363 g=3.762 2/2 [==============================] - 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0s 11ms/step >63, 217/693, d1=0.460, d2=0.392 g=3.262 2/2 [==============================] - 0s 12ms/step >63, 218/693, d1=0.346, d2=0.329 g=3.734 2/2 [==============================] - 0s 12ms/step >63, 219/693, d1=0.545, d2=0.336 g=3.589 2/2 [==============================] - 0s 11ms/step >63, 220/693, d1=0.305, d2=0.346 g=3.037 2/2 [==============================] - 0s 12ms/step >63, 221/693, d1=0.367, d2=0.358 g=4.139 2/2 [==============================] - 0s 13ms/step >63, 222/693, d1=0.344, d2=0.293 g=3.387 2/2 [==============================] - 0s 11ms/step >63, 223/693, d1=0.488, d2=0.287 g=5.526 2/2 [==============================] - 0s 12ms/step >63, 224/693, d1=0.364, d2=0.339 g=2.750 2/2 [==============================] - 0s 13ms/step >63, 225/693, d1=0.358, d2=0.311 g=2.774 2/2 [==============================] - 0s 11ms/step >63, 226/693, d1=0.279, d2=0.340 g=2.424 2/2 [==============================] - 0s 12ms/step >63, 227/693, d1=0.499, d2=0.238 g=3.351 2/2 [==============================] - 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0s 11ms/step >63, 371/693, d1=0.502, d2=0.299 g=2.801 2/2 [==============================] - 0s 11ms/step >63, 372/693, d1=0.357, d2=0.436 g=4.332 2/2 [==============================] - 0s 12ms/step >63, 373/693, d1=0.375, d2=0.372 g=3.817 2/2 [==============================] - 0s 12ms/step >63, 374/693, d1=0.486, d2=0.247 g=2.600 2/2 [==============================] - 0s 12ms/step >63, 375/693, d1=0.306, d2=0.404 g=4.106 2/2 [==============================] - 0s 12ms/step >63, 376/693, d1=0.546, d2=0.299 g=3.319 2/2 [==============================] - 0s 12ms/step >63, 377/693, d1=0.469, d2=0.305 g=2.689 2/2 [==============================] - 0s 11ms/step >63, 378/693, d1=0.454, d2=0.406 g=2.517 2/2 [==============================] - 0s 12ms/step >63, 379/693, d1=0.346, d2=0.566 g=2.735 2/2 [==============================] - 0s 12ms/step >63, 380/693, d1=0.668, d2=0.240 g=3.292 2/2 [==============================] - 0s 11ms/step >63, 381/693, d1=0.491, d2=0.343 g=3.592 2/2 [==============================] - 0s 11ms/step >63, 382/693, d1=0.392, d2=0.386 g=2.268 2/2 [==============================] - 0s 11ms/step >63, 383/693, d1=0.366, d2=0.387 g=3.566 2/2 [==============================] - 0s 11ms/step >63, 384/693, d1=0.421, d2=0.342 g=2.974 2/2 [==============================] - 0s 12ms/step >63, 385/693, d1=0.405, d2=0.301 g=3.435 2/2 [==============================] - 0s 11ms/step >63, 386/693, d1=0.331, d2=0.385 g=2.752 2/2 [==============================] - 0s 11ms/step >63, 387/693, d1=0.448, d2=0.318 g=2.744 2/2 [==============================] - 0s 12ms/step >63, 388/693, d1=0.331, d2=0.278 g=3.108 2/2 [==============================] - 0s 11ms/step >63, 389/693, d1=0.368, d2=0.318 g=3.491 2/2 [==============================] - 0s 12ms/step >63, 390/693, d1=0.351, d2=0.320 g=2.562 2/2 [==============================] - 0s 12ms/step >63, 391/693, d1=0.471, d2=0.414 g=3.529 2/2 [==============================] - 0s 12ms/step >63, 392/693, d1=0.361, d2=0.298 g=1.982 2/2 [==============================] - 0s 12ms/step >63, 393/693, d1=0.380, d2=0.262 g=2.624 2/2 [==============================] - 0s 11ms/step >63, 394/693, d1=0.230, d2=0.319 g=2.478 2/2 [==============================] - 0s 11ms/step >63, 395/693, d1=0.257, d2=0.262 g=2.797 2/2 [==============================] - 0s 11ms/step >63, 396/693, d1=0.368, d2=0.235 g=2.364 2/2 [==============================] - 0s 11ms/step >63, 397/693, d1=0.465, d2=0.282 g=2.499 2/2 [==============================] - 0s 11ms/step >63, 398/693, d1=0.411, d2=0.310 g=3.127 2/2 [==============================] - 0s 12ms/step >63, 399/693, d1=0.450, d2=0.450 g=2.803 2/2 [==============================] - 0s 11ms/step >63, 400/693, d1=0.472, d2=0.306 g=3.095 2/2 [==============================] - 0s 11ms/step >63, 401/693, d1=0.390, d2=0.361 g=3.153 2/2 [==============================] - 0s 12ms/step >63, 402/693, d1=0.580, d2=0.397 g=2.961 2/2 [==============================] - 0s 11ms/step >63, 403/693, d1=0.319, d2=0.384 g=2.727 2/2 [==============================] - 0s 11ms/step >63, 404/693, d1=0.412, d2=0.523 g=2.741 2/2 [==============================] - 0s 11ms/step >63, 405/693, d1=0.316, d2=0.210 g=2.818 2/2 [==============================] - 0s 11ms/step >63, 406/693, d1=0.400, d2=0.310 g=2.744 2/2 [==============================] - 0s 13ms/step >63, 407/693, d1=0.381, d2=0.411 g=3.251 2/2 [==============================] - 0s 11ms/step >63, 408/693, d1=0.447, d2=0.365 g=3.072 2/2 [==============================] - 0s 12ms/step >63, 409/693, d1=0.518, d2=0.318 g=3.801 2/2 [==============================] - 0s 12ms/step >63, 410/693, d1=0.335, d2=0.287 g=3.059 2/2 [==============================] - 0s 12ms/step >63, 411/693, d1=0.363, d2=0.299 g=2.884 2/2 [==============================] - 0s 13ms/step >63, 412/693, d1=0.523, d2=0.534 g=2.473 2/2 [==============================] - 0s 14ms/step >63, 413/693, d1=0.444, d2=0.394 g=3.757 2/2 [==============================] - 0s 11ms/step >63, 414/693, d1=0.480, d2=0.294 g=3.533 2/2 [==============================] - 0s 12ms/step >63, 415/693, d1=0.333, d2=0.375 g=3.130 2/2 [==============================] - 0s 11ms/step >63, 416/693, d1=0.409, d2=0.340 g=2.963 2/2 [==============================] - 0s 12ms/step >63, 417/693, d1=0.275, d2=0.290 g=2.803 2/2 [==============================] - 0s 13ms/step >63, 418/693, d1=0.375, d2=0.317 g=2.821 2/2 [==============================] - 0s 11ms/step >63, 419/693, d1=0.328, d2=0.329 g=3.775 2/2 [==============================] - 0s 12ms/step >63, 420/693, d1=0.359, d2=0.328 g=3.141 2/2 [==============================] - 0s 11ms/step >63, 421/693, d1=0.464, d2=0.367 g=3.779 2/2 [==============================] - 0s 12ms/step >63, 422/693, d1=0.473, d2=0.280 g=3.263 2/2 [==============================] - 0s 13ms/step >63, 423/693, d1=0.271, d2=0.390 g=4.100 2/2 [==============================] - 0s 11ms/step >63, 424/693, d1=0.546, d2=0.349 g=4.416 2/2 [==============================] - 0s 12ms/step >63, 425/693, d1=0.429, d2=0.338 g=3.005 2/2 [==============================] - 0s 14ms/step >63, 426/693, d1=0.430, d2=0.418 g=2.804 2/2 [==============================] - 0s 12ms/step >63, 427/693, d1=0.430, d2=0.314 g=3.301 2/2 [==============================] - 0s 12ms/step >63, 428/693, d1=0.450, d2=0.315 g=3.863 2/2 [==============================] - 0s 12ms/step >63, 429/693, d1=0.457, d2=0.338 g=2.655 2/2 [==============================] - 0s 11ms/step >63, 430/693, d1=0.268, d2=0.324 g=2.815 2/2 [==============================] - 0s 11ms/step >63, 431/693, d1=0.413, d2=0.334 g=2.781 2/2 [==============================] - 0s 12ms/step >63, 432/693, d1=0.358, d2=0.375 g=2.956 2/2 [==============================] - 0s 11ms/step >63, 433/693, d1=0.559, d2=0.282 g=2.554 2/2 [==============================] - 0s 13ms/step >63, 434/693, d1=0.257, d2=0.283 g=1.995 2/2 [==============================] - 0s 12ms/step >63, 435/693, d1=0.413, d2=0.321 g=4.018 2/2 [==============================] - 0s 11ms/step >63, 436/693, d1=0.458, d2=0.328 g=3.918 2/2 [==============================] - 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0s 11ms/step >63, 569/693, d1=0.369, d2=0.303 g=3.618 2/2 [==============================] - 0s 11ms/step >63, 570/693, d1=0.435, d2=0.555 g=3.222 2/2 [==============================] - 0s 11ms/step >63, 571/693, d1=0.407, d2=0.232 g=2.915 2/2 [==============================] - 0s 12ms/step >63, 572/693, d1=0.410, d2=0.330 g=3.734 2/2 [==============================] - 0s 12ms/step >63, 573/693, d1=0.364, d2=0.381 g=3.591 2/2 [==============================] - 0s 11ms/step >63, 574/693, d1=0.350, d2=0.374 g=3.020 2/2 [==============================] - 0s 12ms/step >63, 575/693, d1=0.502, d2=0.324 g=2.132 2/2 [==============================] - 0s 11ms/step >63, 576/693, d1=0.478, d2=0.370 g=2.758 2/2 [==============================] - 0s 11ms/step >63, 577/693, d1=0.300, d2=0.427 g=2.714 2/2 [==============================] - 0s 12ms/step >63, 578/693, d1=0.378, d2=0.273 g=2.708 2/2 [==============================] - 0s 12ms/step >63, 579/693, d1=0.517, d2=0.411 g=2.634 2/2 [==============================] - 0s 11ms/step >63, 580/693, d1=0.350, d2=0.332 g=3.592 2/2 [==============================] - 0s 13ms/step >63, 581/693, d1=0.347, d2=0.320 g=3.428 2/2 [==============================] - 0s 11ms/step >63, 582/693, d1=0.423, d2=0.365 g=4.195 2/2 [==============================] - 0s 12ms/step >63, 583/693, d1=0.470, d2=0.351 g=2.668 2/2 [==============================] - 0s 11ms/step >63, 584/693, d1=0.448, d2=0.301 g=3.520 2/2 [==============================] - 0s 12ms/step >63, 585/693, d1=0.266, d2=0.306 g=3.212 2/2 [==============================] - 0s 11ms/step >63, 586/693, d1=0.283, d2=0.308 g=3.101 2/2 [==============================] - 0s 12ms/step >63, 587/693, d1=0.430, d2=0.420 g=3.100 2/2 [==============================] - 0s 11ms/step >63, 588/693, d1=0.400, d2=0.290 g=3.296 2/2 [==============================] - 0s 12ms/step >63, 589/693, d1=0.390, d2=0.261 g=2.793 2/2 [==============================] - 0s 11ms/step >63, 590/693, d1=0.391, d2=0.261 g=2.275 2/2 [==============================] - 0s 12ms/step >63, 591/693, d1=0.409, d2=0.375 g=2.709 2/2 [==============================] - 0s 11ms/step >63, 592/693, d1=0.331, d2=0.252 g=3.976 2/2 [==============================] - 0s 13ms/step >63, 593/693, d1=0.502, d2=0.394 g=3.190 2/2 [==============================] - 0s 12ms/step >63, 594/693, d1=0.358, d2=0.415 g=2.935 2/2 [==============================] - 0s 12ms/step >63, 595/693, d1=0.368, d2=0.346 g=3.830 2/2 [==============================] - 0s 11ms/step >63, 596/693, d1=0.354, d2=0.211 g=3.916 2/2 [==============================] - 0s 11ms/step >63, 597/693, d1=0.627, d2=0.431 g=3.948 2/2 [==============================] - 0s 11ms/step >63, 598/693, d1=0.259, d2=0.309 g=3.240 2/2 [==============================] - 0s 9ms/step >63, 599/693, d1=0.437, d2=0.310 g=2.921 2/2 [==============================] - 0s 11ms/step >63, 600/693, d1=0.422, d2=0.251 g=2.124 2/2 [==============================] - 0s 10ms/step >63, 601/693, d1=0.389, d2=0.393 g=3.424 2/2 [==============================] - 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0s 12ms/step >64, 8/693, d1=0.526, d2=0.344 g=2.789 2/2 [==============================] - 0s 11ms/step >64, 9/693, d1=0.530, d2=0.388 g=3.187 2/2 [==============================] - 0s 12ms/step >64, 10/693, d1=0.334, d2=0.345 g=4.260 2/2 [==============================] - 0s 11ms/step >64, 11/693, d1=0.407, d2=0.335 g=4.009 2/2 [==============================] - 0s 12ms/step >64, 12/693, d1=0.442, d2=0.394 g=2.259 2/2 [==============================] - 0s 11ms/step >64, 13/693, d1=0.389, d2=0.350 g=2.126 2/2 [==============================] - 0s 11ms/step >64, 14/693, d1=0.305, d2=0.320 g=4.219 2/2 [==============================] - 0s 12ms/step >64, 15/693, d1=0.648, d2=0.344 g=3.315 2/2 [==============================] - 0s 13ms/step >64, 16/693, d1=0.457, d2=0.399 g=3.350 2/2 [==============================] - 0s 13ms/step >64, 17/693, d1=0.315, d2=0.326 g=3.390 2/2 [==============================] - 0s 12ms/step >64, 18/693, d1=0.415, d2=0.229 g=3.329 2/2 [==============================] - 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0s 11ms/step >64, 52/693, d1=0.431, d2=0.292 g=3.249 2/2 [==============================] - 0s 11ms/step >64, 53/693, d1=0.348, d2=0.298 g=2.646 2/2 [==============================] - 0s 12ms/step >64, 54/693, d1=0.370, d2=0.465 g=2.765 2/2 [==============================] - 0s 12ms/step >64, 55/693, d1=0.479, d2=0.395 g=3.292 2/2 [==============================] - 0s 11ms/step >64, 56/693, d1=0.388, d2=0.279 g=2.511 2/2 [==============================] - 0s 12ms/step >64, 57/693, d1=0.495, d2=0.325 g=2.847 2/2 [==============================] - 0s 11ms/step >64, 58/693, d1=0.535, d2=0.322 g=4.390 2/2 [==============================] - 0s 12ms/step >64, 59/693, d1=0.351, d2=0.425 g=2.845 2/2 [==============================] - 0s 11ms/step >64, 60/693, d1=0.307, d2=0.308 g=4.560 2/2 [==============================] - 0s 11ms/step >64, 61/693, d1=0.471, d2=0.290 g=3.461 2/2 [==============================] - 0s 12ms/step >64, 62/693, d1=0.511, d2=0.300 g=2.708 2/2 [==============================] - 0s 11ms/step >64, 63/693, d1=0.321, d2=0.286 g=2.350 2/2 [==============================] - 0s 11ms/step >64, 64/693, d1=0.402, d2=0.333 g=2.017 2/2 [==============================] - 0s 13ms/step >64, 65/693, d1=0.446, d2=0.348 g=4.586 2/2 [==============================] - 0s 11ms/step >64, 66/693, d1=0.353, d2=0.287 g=3.666 2/2 [==============================] - 0s 11ms/step >64, 67/693, d1=0.433, d2=0.369 g=3.166 2/2 [==============================] - 0s 12ms/step >64, 68/693, d1=0.474, d2=0.295 g=3.521 2/2 [==============================] - 0s 13ms/step >64, 69/693, d1=0.452, d2=0.394 g=2.385 2/2 [==============================] - 0s 11ms/step >64, 70/693, d1=0.318, d2=0.331 g=2.944 2/2 [==============================] - 0s 12ms/step >64, 71/693, d1=0.380, d2=0.329 g=2.361 2/2 [==============================] - 0s 11ms/step >64, 72/693, d1=0.553, d2=0.423 g=3.103 2/2 [==============================] - 0s 12ms/step >64, 73/693, d1=0.331, d2=0.413 g=4.475 2/2 [==============================] - 0s 12ms/step >64, 74/693, d1=0.423, d2=0.250 g=2.749 2/2 [==============================] - 0s 12ms/step >64, 75/693, d1=0.454, d2=0.339 g=2.390 2/2 [==============================] - 0s 12ms/step >64, 76/693, d1=0.462, d2=0.372 g=2.846 2/2 [==============================] - 0s 11ms/step >64, 77/693, d1=0.486, d2=0.329 g=3.288 2/2 [==============================] - 0s 12ms/step >64, 78/693, d1=0.335, d2=0.378 g=3.400 2/2 [==============================] - 0s 12ms/step >64, 79/693, d1=0.461, d2=0.304 g=3.513 2/2 [==============================] - 0s 12ms/step >64, 80/693, d1=0.244, d2=0.276 g=2.976 2/2 [==============================] - 0s 11ms/step >64, 81/693, d1=0.381, d2=0.328 g=2.407 2/2 [==============================] - 0s 12ms/step >64, 82/693, d1=0.263, d2=0.345 g=2.920 2/2 [==============================] - 0s 12ms/step >64, 83/693, d1=0.498, d2=0.225 g=2.182 2/2 [==============================] - 0s 12ms/step >64, 84/693, d1=0.357, d2=0.480 g=2.601 2/2 [==============================] - 0s 11ms/step >64, 85/693, d1=0.457, d2=0.263 g=3.646 2/2 [==============================] - 0s 12ms/step >64, 86/693, d1=0.548, d2=0.497 g=2.922 2/2 [==============================] - 0s 12ms/step >64, 87/693, d1=0.412, d2=0.287 g=2.629 2/2 [==============================] - 0s 11ms/step >64, 88/693, d1=0.303, d2=0.319 g=2.192 2/2 [==============================] - 0s 11ms/step >64, 89/693, d1=0.301, d2=0.300 g=2.635 2/2 [==============================] - 0s 12ms/step >64, 90/693, d1=0.470, d2=0.301 g=3.397 2/2 [==============================] - 0s 11ms/step >64, 91/693, d1=0.300, d2=0.349 g=2.895 2/2 [==============================] - 0s 12ms/step >64, 92/693, d1=0.395, d2=0.281 g=4.104 2/2 [==============================] - 0s 12ms/step >64, 93/693, d1=0.350, d2=0.295 g=2.623 2/2 [==============================] - 0s 11ms/step >64, 94/693, d1=0.345, d2=0.305 g=3.772 2/2 [==============================] - 0s 12ms/step >64, 95/693, d1=0.564, d2=0.414 g=3.780 2/2 [==============================] - 0s 12ms/step >64, 96/693, d1=0.378, d2=0.283 g=2.937 2/2 [==============================] - 0s 12ms/step >64, 97/693, d1=0.312, d2=0.300 g=3.479 2/2 [==============================] - 0s 12ms/step >64, 98/693, d1=0.482, d2=0.399 g=3.104 2/2 [==============================] - 0s 12ms/step >64, 99/693, d1=0.266, d2=0.440 g=2.857 2/2 [==============================] - 0s 11ms/step >64, 100/693, d1=0.369, d2=0.384 g=2.885 2/2 [==============================] - 0s 10ms/step >64, 101/693, d1=0.538, d2=0.270 g=3.315 2/2 [==============================] - 0s 11ms/step >64, 102/693, d1=0.508, d2=0.381 g=2.726 2/2 [==============================] - 0s 11ms/step >64, 103/693, d1=0.463, d2=0.282 g=2.941 2/2 [==============================] - 0s 11ms/step >64, 104/693, d1=0.340, d2=0.376 g=3.527 2/2 [==============================] - 0s 12ms/step >64, 105/693, d1=0.433, d2=0.405 g=3.115 2/2 [==============================] - 0s 12ms/step >64, 106/693, d1=0.344, d2=0.253 g=2.795 2/2 [==============================] - 0s 12ms/step >64, 107/693, d1=0.299, d2=0.288 g=2.862 2/2 [==============================] - 0s 12ms/step >64, 108/693, d1=0.408, d2=0.473 g=3.153 2/2 [==============================] - 0s 12ms/step >64, 109/693, d1=0.403, d2=0.287 g=2.013 2/2 [==============================] - 0s 12ms/step >64, 110/693, d1=0.420, d2=0.332 g=3.188 2/2 [==============================] - 0s 11ms/step >64, 111/693, d1=0.471, d2=0.266 g=2.936 2/2 [==============================] - 0s 11ms/step >64, 112/693, d1=0.526, d2=0.375 g=3.160 2/2 [==============================] - 0s 13ms/step >64, 113/693, d1=0.387, d2=0.340 g=2.358 2/2 [==============================] - 0s 12ms/step >64, 114/693, d1=0.460, d2=0.337 g=3.459 2/2 [==============================] - 0s 12ms/step >64, 115/693, d1=0.329, d2=0.396 g=3.090 2/2 [==============================] - 0s 12ms/step >64, 116/693, d1=0.349, d2=0.274 g=2.729 2/2 [==============================] - 0s 11ms/step >64, 117/693, d1=0.377, d2=0.328 g=3.096 2/2 [==============================] - 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0s 12ms/step >64, 162/693, d1=0.473, d2=0.263 g=2.921 2/2 [==============================] - 0s 13ms/step >64, 163/693, d1=0.371, d2=0.408 g=2.890 2/2 [==============================] - 0s 11ms/step >64, 164/693, d1=0.421, d2=0.439 g=2.669 2/2 [==============================] - 0s 12ms/step >64, 165/693, d1=0.520, d2=0.290 g=2.955 2/2 [==============================] - 0s 11ms/step >64, 166/693, d1=0.341, d2=0.362 g=3.570 2/2 [==============================] - 0s 12ms/step >64, 167/693, d1=0.442, d2=0.349 g=2.899 2/2 [==============================] - 0s 11ms/step >64, 168/693, d1=0.509, d2=0.328 g=2.080 2/2 [==============================] - 0s 12ms/step >64, 169/693, d1=0.431, d2=0.499 g=2.074 2/2 [==============================] - 0s 11ms/step >64, 170/693, d1=0.467, d2=0.251 g=3.079 2/2 [==============================] - 0s 13ms/step >64, 171/693, d1=0.414, d2=0.281 g=2.954 2/2 [==============================] - 0s 12ms/step >64, 172/693, d1=0.370, d2=0.345 g=3.580 2/2 [==============================] - 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0s 12ms/step >64, 228/693, d1=0.548, d2=0.353 g=2.666 2/2 [==============================] - 0s 13ms/step >64, 229/693, d1=0.714, d2=0.286 g=3.100 2/2 [==============================] - 0s 12ms/step >64, 230/693, d1=0.353, d2=0.307 g=3.556 2/2 [==============================] - 0s 11ms/step >64, 231/693, d1=0.513, d2=0.443 g=3.188 2/2 [==============================] - 0s 11ms/step >64, 232/693, d1=0.506, d2=0.277 g=2.100 2/2 [==============================] - 0s 11ms/step >64, 233/693, d1=0.376, d2=0.369 g=2.320 2/2 [==============================] - 0s 12ms/step >64, 234/693, d1=0.296, d2=0.291 g=2.128 2/2 [==============================] - 0s 13ms/step >64, 235/693, d1=0.423, d2=0.310 g=3.317 2/2 [==============================] - 0s 12ms/step >64, 236/693, d1=0.298, d2=0.419 g=2.938 2/2 [==============================] - 0s 11ms/step >64, 237/693, d1=0.452, d2=0.285 g=2.822 2/2 [==============================] - 0s 12ms/step >64, 238/693, d1=0.309, d2=0.364 g=2.691 2/2 [==============================] - 0s 12ms/step >64, 239/693, d1=0.227, d2=0.247 g=2.737 2/2 [==============================] - 0s 12ms/step >64, 240/693, d1=0.438, d2=0.283 g=3.241 2/2 [==============================] - 0s 12ms/step >64, 241/693, d1=0.394, d2=0.373 g=3.429 2/2 [==============================] - 0s 12ms/step >64, 242/693, d1=0.372, d2=0.328 g=2.619 2/2 [==============================] - 0s 14ms/step >64, 243/693, d1=0.481, d2=0.287 g=2.251 2/2 [==============================] - 0s 12ms/step >64, 244/693, d1=0.348, d2=0.318 g=2.860 2/2 [==============================] - 0s 13ms/step >64, 245/693, d1=0.393, d2=0.467 g=2.885 2/2 [==============================] - 0s 13ms/step >64, 246/693, d1=0.528, d2=0.422 g=2.277 2/2 [==============================] - 0s 12ms/step >64, 247/693, d1=0.463, d2=0.368 g=2.525 2/2 [==============================] - 0s 13ms/step >64, 248/693, d1=0.433, d2=0.346 g=2.470 2/2 [==============================] - 0s 12ms/step >64, 249/693, d1=0.554, d2=0.366 g=2.911 2/2 [==============================] - 0s 11ms/step >64, 250/693, d1=0.464, d2=0.403 g=2.909 2/2 [==============================] - 0s 13ms/step >64, 251/693, d1=0.463, d2=0.370 g=2.209 2/2 [==============================] - 0s 12ms/step >64, 252/693, d1=0.385, d2=0.408 g=2.677 2/2 [==============================] - 0s 12ms/step >64, 253/693, d1=0.620, d2=0.246 g=2.987 2/2 [==============================] - 0s 12ms/step >64, 254/693, d1=0.472, d2=0.299 g=2.946 2/2 [==============================] - 0s 13ms/step >64, 255/693, d1=0.345, d2=0.374 g=2.465 2/2 [==============================] - 0s 13ms/step >64, 256/693, d1=0.374, d2=0.419 g=3.998 2/2 [==============================] - 0s 12ms/step >64, 257/693, d1=0.545, d2=0.365 g=2.305 2/2 [==============================] - 0s 13ms/step >64, 258/693, d1=0.370, d2=0.408 g=3.217 2/2 [==============================] - 0s 14ms/step >64, 259/693, d1=0.416, d2=0.394 g=3.081 2/2 [==============================] - 0s 12ms/step >64, 260/693, d1=0.429, d2=0.326 g=2.282 2/2 [==============================] - 0s 12ms/step >64, 261/693, d1=0.338, d2=0.453 g=2.155 2/2 [==============================] - 0s 11ms/step >64, 262/693, d1=0.441, d2=0.242 g=2.670 2/2 [==============================] - 0s 12ms/step >64, 263/693, d1=0.447, d2=0.269 g=3.045 2/2 [==============================] - 0s 13ms/step >64, 264/693, d1=0.318, d2=0.378 g=2.602 2/2 [==============================] - 0s 12ms/step >64, 265/693, d1=0.593, d2=0.418 g=2.693 2/2 [==============================] - 0s 12ms/step >64, 266/693, d1=0.261, d2=0.409 g=3.344 2/2 [==============================] - 0s 12ms/step >64, 267/693, d1=0.562, d2=0.354 g=3.040 2/2 [==============================] - 0s 11ms/step >64, 268/693, d1=0.511, d2=0.406 g=2.517 2/2 [==============================] - 0s 13ms/step >64, 269/693, d1=0.406, d2=0.301 g=3.436 2/2 [==============================] - 0s 12ms/step >64, 270/693, d1=0.281, d2=0.423 g=3.205 2/2 [==============================] - 0s 13ms/step >64, 271/693, d1=0.595, d2=0.328 g=2.624 2/2 [==============================] - 0s 12ms/step >64, 272/693, d1=0.422, d2=0.445 g=3.225 2/2 [==============================] - 0s 13ms/step >64, 273/693, d1=0.484, d2=0.297 g=2.343 2/2 [==============================] - 0s 12ms/step >64, 274/693, d1=0.358, d2=0.275 g=2.550 2/2 [==============================] - 0s 13ms/step >64, 275/693, d1=0.391, d2=0.387 g=2.358 2/2 [==============================] - 0s 13ms/step >64, 276/693, d1=0.415, d2=0.335 g=2.956 2/2 [==============================] - 0s 12ms/step >64, 277/693, d1=0.309, d2=0.323 g=2.348 2/2 [==============================] - 0s 14ms/step >64, 278/693, d1=0.438, d2=0.367 g=2.507 2/2 [==============================] - 0s 13ms/step >64, 279/693, d1=0.361, d2=0.333 g=3.002 2/2 [==============================] - 0s 11ms/step >64, 280/693, d1=0.419, d2=0.281 g=2.590 2/2 [==============================] - 0s 12ms/step >64, 281/693, d1=0.360, d2=0.313 g=2.434 2/2 [==============================] - 0s 12ms/step >64, 282/693, d1=0.350, d2=0.319 g=2.697 2/2 [==============================] - 0s 12ms/step >64, 283/693, d1=0.389, d2=0.286 g=2.539 2/2 [==============================] - 0s 12ms/step >64, 284/693, d1=0.397, d2=0.261 g=3.073 2/2 [==============================] - 0s 12ms/step >64, 285/693, d1=0.486, d2=0.522 g=2.427 2/2 [==============================] - 0s 13ms/step >64, 286/693, d1=0.302, d2=0.350 g=2.586 2/2 [==============================] - 0s 12ms/step >64, 287/693, d1=0.299, d2=0.254 g=2.634 2/2 [==============================] - 0s 12ms/step >64, 288/693, d1=0.464, d2=0.274 g=2.800 2/2 [==============================] - 0s 11ms/step >64, 289/693, d1=0.496, d2=0.388 g=2.138 2/2 [==============================] - 0s 12ms/step >64, 290/693, d1=0.312, d2=0.291 g=2.998 2/2 [==============================] - 0s 12ms/step >64, 291/693, d1=0.543, d2=0.360 g=2.049 2/2 [==============================] - 0s 12ms/step >64, 292/693, d1=0.275, d2=0.275 g=2.231 2/2 [==============================] - 0s 12ms/step >64, 293/693, d1=0.463, d2=0.234 g=2.119 2/2 [==============================] - 0s 12ms/step >64, 294/693, d1=0.389, d2=0.314 g=2.512 2/2 [==============================] - 0s 11ms/step >64, 295/693, d1=0.516, d2=0.301 g=2.871 2/2 [==============================] - 0s 12ms/step >64, 296/693, d1=0.344, d2=0.383 g=2.271 2/2 [==============================] - 0s 12ms/step >64, 297/693, d1=0.521, d2=0.326 g=2.502 2/2 [==============================] - 0s 12ms/step >64, 298/693, d1=0.532, d2=0.361 g=2.095 2/2 [==============================] - 0s 12ms/step >64, 299/693, d1=0.328, d2=0.376 g=1.906 2/2 [==============================] - 0s 13ms/step >64, 300/693, d1=0.360, d2=0.357 g=2.710 2/2 [==============================] - 0s 12ms/step >64, 301/693, d1=0.661, d2=0.391 g=3.239 2/2 [==============================] - 0s 12ms/step >64, 302/693, d1=0.330, d2=0.403 g=2.667 2/2 [==============================] - 0s 13ms/step >64, 303/693, d1=0.307, d2=0.288 g=2.804 2/2 [==============================] - 0s 12ms/step >64, 304/693, d1=0.500, d2=0.326 g=2.923 2/2 [==============================] - 0s 11ms/step >64, 305/693, d1=0.290, d2=0.383 g=2.405 2/2 [==============================] - 0s 12ms/step >64, 306/693, d1=0.472, d2=0.334 g=2.350 2/2 [==============================] - 0s 13ms/step >64, 307/693, d1=0.578, d2=0.369 g=3.081 2/2 [==============================] - 0s 13ms/step >64, 308/693, d1=0.370, d2=0.362 g=3.291 2/2 [==============================] - 0s 12ms/step >64, 309/693, d1=0.439, d2=0.350 g=2.853 2/2 [==============================] - 0s 12ms/step >64, 310/693, d1=0.381, d2=0.372 g=2.327 2/2 [==============================] - 0s 11ms/step >64, 311/693, d1=0.342, d2=0.289 g=3.496 2/2 [==============================] - 0s 11ms/step >64, 312/693, d1=0.424, d2=0.303 g=3.741 2/2 [==============================] - 0s 12ms/step >64, 313/693, d1=0.320, d2=0.313 g=4.396 2/2 [==============================] - 0s 12ms/step >64, 314/693, d1=0.334, d2=0.363 g=3.183 2/2 [==============================] - 0s 11ms/step >64, 315/693, d1=0.560, d2=0.336 g=2.653 2/2 [==============================] - 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0s 11ms/step >64, 327/693, d1=0.592, d2=0.378 g=4.423 2/2 [==============================] - 0s 13ms/step >64, 328/693, d1=0.460, d2=0.319 g=4.387 2/2 [==============================] - 0s 11ms/step >64, 329/693, d1=0.382, d2=0.284 g=4.507 2/2 [==============================] - 0s 11ms/step >64, 330/693, d1=0.292, d2=0.424 g=2.823 2/2 [==============================] - 0s 14ms/step >64, 331/693, d1=0.488, d2=0.287 g=3.405 2/2 [==============================] - 0s 13ms/step >64, 332/693, d1=0.451, d2=0.260 g=3.124 2/2 [==============================] - 0s 13ms/step >64, 333/693, d1=0.371, d2=0.323 g=3.322 2/2 [==============================] - 0s 12ms/step >64, 334/693, d1=0.469, d2=0.488 g=2.906 2/2 [==============================] - 0s 12ms/step >64, 335/693, d1=0.379, d2=0.282 g=2.589 2/2 [==============================] - 0s 12ms/step >64, 336/693, d1=0.440, d2=0.296 g=2.737 2/2 [==============================] - 0s 13ms/step >64, 337/693, d1=0.302, d2=0.282 g=6.530 2/2 [==============================] - 0s 12ms/step >64, 338/693, d1=0.371, d2=0.366 g=3.184 2/2 [==============================] - 0s 12ms/step >64, 339/693, d1=0.406, d2=0.362 g=3.000 2/2 [==============================] - 0s 13ms/step >64, 340/693, d1=0.368, d2=0.432 g=3.025 2/2 [==============================] - 0s 12ms/step >64, 341/693, d1=0.375, d2=0.300 g=2.580 2/2 [==============================] - 0s 12ms/step >64, 342/693, d1=0.408, d2=0.342 g=3.749 2/2 [==============================] - 0s 12ms/step >64, 343/693, d1=0.407, d2=0.327 g=4.581 2/2 [==============================] - 0s 12ms/step >64, 344/693, d1=0.546, d2=0.236 g=4.507 2/2 [==============================] - 0s 12ms/step >64, 345/693, d1=0.325, d2=0.391 g=2.538 2/2 [==============================] - 0s 13ms/step >64, 346/693, d1=0.335, d2=0.356 g=3.451 2/2 [==============================] - 0s 12ms/step >64, 347/693, d1=0.610, d2=0.360 g=4.075 2/2 [==============================] - 0s 13ms/step >64, 348/693, d1=0.362, d2=0.293 g=2.495 2/2 [==============================] - 0s 12ms/step >64, 349/693, d1=0.377, d2=0.329 g=2.512 2/2 [==============================] - 0s 12ms/step >64, 350/693, d1=0.427, d2=0.289 g=2.967 2/2 [==============================] - 0s 13ms/step >64, 351/693, d1=0.366, d2=0.411 g=4.753 2/2 [==============================] - 0s 12ms/step >64, 352/693, d1=0.294, d2=0.332 g=4.312 2/2 [==============================] - 0s 13ms/step >64, 353/693, d1=0.470, d2=0.343 g=2.995 2/2 [==============================] - 0s 12ms/step >64, 354/693, d1=0.379, d2=0.421 g=2.554 2/2 [==============================] - 0s 12ms/step >64, 355/693, d1=0.334, d2=0.286 g=3.124 2/2 [==============================] - 0s 12ms/step >64, 356/693, d1=0.457, d2=0.293 g=3.484 2/2 [==============================] - 0s 11ms/step >64, 357/693, d1=0.430, d2=0.320 g=3.671 2/2 [==============================] - 0s 13ms/step >64, 358/693, d1=0.355, d2=0.256 g=2.034 2/2 [==============================] - 0s 11ms/step >64, 359/693, d1=0.557, d2=0.345 g=2.693 2/2 [==============================] - 0s 13ms/step >64, 360/693, d1=0.376, d2=0.487 g=4.580 2/2 [==============================] - 0s 11ms/step >64, 361/693, d1=0.466, d2=0.233 g=2.582 2/2 [==============================] - 0s 11ms/step >64, 362/693, d1=0.541, d2=0.341 g=3.061 2/2 [==============================] - 0s 12ms/step >64, 363/693, d1=0.306, d2=0.290 g=3.648 2/2 [==============================] - 0s 15ms/step >64, 364/693, d1=0.429, d2=0.274 g=2.970 2/2 [==============================] - 0s 12ms/step >64, 365/693, d1=0.330, d2=0.264 g=3.039 2/2 [==============================] - 0s 13ms/step >64, 366/693, d1=0.420, d2=0.331 g=3.587 2/2 [==============================] - 0s 11ms/step >64, 367/693, d1=0.404, d2=0.352 g=3.643 2/2 [==============================] - 0s 12ms/step >64, 368/693, d1=0.543, d2=0.280 g=3.439 2/2 [==============================] - 0s 15ms/step >64, 369/693, d1=0.489, d2=0.370 g=3.822 2/2 [==============================] - 0s 11ms/step >64, 370/693, d1=0.341, d2=0.398 g=3.934 2/2 [==============================] - 0s 14ms/step >64, 371/693, d1=0.612, d2=0.295 g=4.203 2/2 [==============================] - 0s 12ms/step >64, 372/693, d1=0.540, d2=0.344 g=3.787 2/2 [==============================] - 0s 11ms/step >64, 373/693, d1=0.375, d2=0.428 g=3.617 2/2 [==============================] - 0s 12ms/step >64, 374/693, d1=0.439, d2=0.352 g=2.711 2/2 [==============================] - 0s 12ms/step >64, 375/693, d1=0.319, d2=0.437 g=3.794 2/2 [==============================] - 0s 12ms/step >64, 376/693, d1=0.399, d2=0.252 g=3.032 2/2 [==============================] - 0s 12ms/step >64, 377/693, d1=0.418, d2=0.359 g=4.607 2/2 [==============================] - 0s 11ms/step >64, 378/693, d1=0.373, d2=0.286 g=3.295 2/2 [==============================] - 0s 12ms/step >64, 379/693, d1=0.227, d2=0.302 g=2.608 2/2 [==============================] - 0s 12ms/step >64, 380/693, d1=0.498, d2=0.384 g=4.076 2/2 [==============================] - 0s 11ms/step >64, 381/693, d1=0.478, d2=0.334 g=4.087 2/2 [==============================] - 0s 11ms/step >64, 382/693, d1=0.595, d2=0.261 g=3.520 2/2 [==============================] - 0s 12ms/step >64, 383/693, d1=0.336, d2=0.257 g=3.094 2/2 [==============================] - 0s 12ms/step >64, 384/693, d1=0.338, d2=0.264 g=3.589 2/2 [==============================] - 0s 13ms/step >64, 385/693, d1=0.468, d2=0.413 g=3.620 2/2 [==============================] - 0s 12ms/step >64, 386/693, d1=0.356, d2=0.355 g=2.592 2/2 [==============================] - 0s 12ms/step >64, 387/693, d1=0.407, d2=0.314 g=3.196 2/2 [==============================] - 0s 12ms/step >64, 388/693, d1=0.637, d2=0.295 g=3.440 2/2 [==============================] - 0s 13ms/step >64, 389/693, d1=0.537, d2=0.429 g=2.695 2/2 [==============================] - 0s 12ms/step >64, 390/693, d1=0.332, d2=0.395 g=3.529 2/2 [==============================] - 0s 13ms/step >64, 391/693, d1=0.373, d2=0.381 g=4.201 2/2 [==============================] - 0s 13ms/step >64, 392/693, d1=0.378, d2=0.240 g=4.116 2/2 [==============================] - 0s 12ms/step >64, 393/693, d1=0.380, d2=0.451 g=3.542 2/2 [==============================] - 0s 13ms/step >64, 394/693, d1=0.333, d2=0.352 g=3.895 2/2 [==============================] - 0s 13ms/step >64, 395/693, d1=0.519, d2=0.266 g=2.954 2/2 [==============================] - 0s 12ms/step >64, 396/693, d1=0.462, d2=0.339 g=2.147 2/2 [==============================] - 0s 13ms/step >64, 397/693, d1=0.434, d2=0.529 g=3.170 2/2 [==============================] - 0s 11ms/step >64, 398/693, d1=0.387, d2=0.266 g=5.214 2/2 [==============================] - 0s 14ms/step >64, 399/693, d1=0.388, d2=0.279 g=3.707 2/2 [==============================] - 0s 13ms/step >64, 400/693, d1=0.347, d2=0.439 g=3.833 2/2 [==============================] - 0s 11ms/step >64, 401/693, d1=0.582, d2=0.347 g=4.354 2/2 [==============================] - 0s 12ms/step >64, 402/693, d1=0.466, d2=0.371 g=4.933 2/2 [==============================] - 0s 12ms/step >64, 403/693, d1=0.417, d2=0.376 g=3.916 2/2 [==============================] - 0s 11ms/step >64, 404/693, d1=0.502, d2=0.324 g=4.028 2/2 [==============================] - 0s 12ms/step >64, 405/693, d1=0.459, d2=0.370 g=4.058 2/2 [==============================] - 0s 12ms/step >64, 406/693, d1=0.447, d2=0.408 g=3.792 2/2 [==============================] - 0s 13ms/step >64, 407/693, d1=0.261, d2=0.334 g=3.770 2/2 [==============================] - 0s 11ms/step >64, 408/693, d1=0.537, d2=0.344 g=4.880 2/2 [==============================] - 0s 12ms/step >64, 409/693, d1=0.301, d2=0.489 g=3.277 2/2 [==============================] - 0s 11ms/step >64, 410/693, d1=0.380, d2=0.223 g=2.844 2/2 [==============================] - 0s 13ms/step >64, 411/693, d1=0.473, d2=0.284 g=3.475 2/2 [==============================] - 0s 11ms/step >64, 412/693, d1=0.453, d2=0.408 g=6.118 2/2 [==============================] - 0s 12ms/step >64, 413/693, d1=0.298, d2=0.322 g=4.721 2/2 [==============================] - 0s 13ms/step >64, 414/693, d1=0.404, d2=0.335 g=3.995 2/2 [==============================] - 0s 12ms/step >64, 415/693, d1=0.387, d2=0.297 g=3.052 2/2 [==============================] - 0s 13ms/step >64, 416/693, d1=0.440, d2=0.241 g=4.441 2/2 [==============================] - 0s 13ms/step >64, 417/693, d1=0.481, d2=0.285 g=3.128 2/2 [==============================] - 0s 11ms/step >64, 418/693, d1=0.418, d2=0.415 g=2.433 2/2 [==============================] - 0s 11ms/step >64, 419/693, d1=0.405, d2=0.336 g=3.837 2/2 [==============================] - 0s 12ms/step >64, 420/693, d1=0.427, d2=0.338 g=2.952 2/2 [==============================] - 0s 12ms/step >64, 421/693, d1=0.849, d2=0.389 g=2.689 2/2 [==============================] - 0s 12ms/step >64, 422/693, d1=0.404, d2=0.382 g=4.962 2/2 [==============================] - 0s 12ms/step >64, 423/693, d1=0.273, d2=0.511 g=2.927 2/2 [==============================] - 0s 12ms/step >64, 424/693, d1=0.439, d2=0.260 g=3.235 2/2 [==============================] - 0s 12ms/step >64, 425/693, d1=0.438, d2=0.413 g=2.846 2/2 [==============================] - 0s 12ms/step >64, 426/693, d1=0.293, d2=0.299 g=3.759 2/2 [==============================] - 0s 14ms/step >64, 427/693, d1=0.448, d2=0.276 g=3.691 2/2 [==============================] - 0s 13ms/step >64, 428/693, d1=0.524, d2=0.289 g=4.071 2/2 [==============================] - 0s 11ms/step >64, 429/693, d1=0.278, d2=0.338 g=2.132 2/2 [==============================] - 0s 13ms/step >64, 430/693, d1=0.317, d2=0.302 g=2.416 2/2 [==============================] - 0s 13ms/step >64, 431/693, d1=0.278, d2=0.409 g=4.492 2/2 [==============================] - 0s 11ms/step >64, 432/693, d1=0.393, d2=0.253 g=3.123 2/2 [==============================] - 0s 11ms/step >64, 433/693, d1=0.388, d2=0.276 g=3.784 2/2 [==============================] - 0s 13ms/step >64, 434/693, d1=0.402, d2=0.287 g=3.506 2/2 [==============================] - 0s 12ms/step >64, 435/693, d1=0.611, d2=0.442 g=3.343 2/2 [==============================] - 0s 12ms/step >64, 436/693, d1=0.346, d2=0.293 g=3.473 2/2 [==============================] - 0s 11ms/step >64, 437/693, d1=0.394, d2=0.369 g=3.593 2/2 [==============================] - 0s 12ms/step >64, 438/693, d1=0.378, d2=0.359 g=3.792 2/2 [==============================] - 0s 13ms/step >64, 439/693, d1=0.487, d2=0.367 g=3.331 2/2 [==============================] - 0s 11ms/step >64, 440/693, d1=0.503, d2=0.330 g=3.639 2/2 [==============================] - 0s 11ms/step >64, 441/693, d1=0.374, d2=0.336 g=2.264 2/2 [==============================] - 0s 12ms/step >64, 442/693, d1=0.332, d2=0.409 g=3.838 2/2 [==============================] - 0s 13ms/step >64, 443/693, d1=0.631, d2=0.324 g=3.401 2/2 [==============================] - 0s 11ms/step >64, 444/693, d1=0.359, d2=0.303 g=4.240 2/2 [==============================] - 0s 12ms/step >64, 445/693, d1=0.403, d2=0.474 g=2.546 2/2 [==============================] - 0s 12ms/step >64, 446/693, d1=0.332, d2=0.367 g=3.054 2/2 [==============================] - 0s 12ms/step >64, 447/693, d1=0.332, d2=0.361 g=3.725 2/2 [==============================] - 0s 12ms/step >64, 448/693, d1=0.535, d2=0.381 g=3.458 2/2 [==============================] - 0s 13ms/step >64, 449/693, d1=0.433, d2=0.220 g=3.471 2/2 [==============================] - 0s 12ms/step >64, 450/693, d1=0.421, d2=0.408 g=3.362 2/2 [==============================] - 0s 11ms/step >64, 451/693, d1=0.414, d2=0.378 g=2.927 2/2 [==============================] - 0s 13ms/step >64, 452/693, d1=0.522, d2=0.372 g=3.083 2/2 [==============================] - 0s 11ms/step >64, 453/693, d1=0.344, d2=0.391 g=3.785 2/2 [==============================] - 0s 12ms/step >64, 454/693, d1=0.374, d2=0.447 g=2.993 2/2 [==============================] - 0s 12ms/step >64, 455/693, d1=0.410, d2=0.262 g=4.294 2/2 [==============================] - 0s 11ms/step >64, 456/693, d1=0.351, d2=0.366 g=4.782 2/2 [==============================] - 0s 12ms/step >64, 457/693, d1=0.509, d2=0.357 g=3.747 2/2 [==============================] - 0s 12ms/step >64, 458/693, d1=0.386, d2=0.243 g=3.132 2/2 [==============================] - 0s 11ms/step >64, 459/693, d1=0.684, d2=0.300 g=2.982 2/2 [==============================] - 0s 13ms/step >64, 460/693, d1=0.248, d2=0.393 g=3.169 2/2 [==============================] - 0s 12ms/step >64, 461/693, d1=0.323, d2=0.293 g=2.007 2/2 [==============================] - 0s 11ms/step >64, 462/693, d1=0.433, d2=0.286 g=2.056 2/2 [==============================] - 0s 12ms/step >64, 463/693, d1=0.370, d2=0.298 g=2.915 2/2 [==============================] - 0s 12ms/step >64, 464/693, d1=0.456, d2=0.444 g=3.537 2/2 [==============================] - 0s 12ms/step >64, 465/693, d1=0.273, d2=0.403 g=3.336 2/2 [==============================] - 0s 11ms/step >64, 466/693, d1=0.533, d2=0.303 g=4.914 2/2 [==============================] - 0s 12ms/step >64, 467/693, d1=0.349, d2=0.293 g=2.789 2/2 [==============================] - 0s 13ms/step >64, 468/693, d1=0.385, d2=0.357 g=4.172 2/2 [==============================] - 0s 14ms/step >64, 469/693, d1=0.378, d2=0.378 g=3.994 2/2 [==============================] - 0s 12ms/step >64, 470/693, d1=0.369, d2=0.349 g=5.255 2/2 [==============================] - 0s 13ms/step >64, 471/693, d1=0.403, d2=0.266 g=4.409 2/2 [==============================] - 0s 13ms/step >64, 472/693, d1=0.453, d2=0.284 g=2.902 2/2 [==============================] - 0s 14ms/step >64, 473/693, d1=0.378, d2=0.350 g=3.201 2/2 [==============================] - 0s 12ms/step >64, 474/693, d1=0.381, d2=0.332 g=2.776 2/2 [==============================] - 0s 12ms/step >64, 475/693, d1=0.357, d2=0.240 g=5.431 2/2 [==============================] - 0s 12ms/step >64, 476/693, d1=0.509, d2=0.327 g=2.378 2/2 [==============================] - 0s 12ms/step >64, 477/693, d1=0.409, d2=0.420 g=4.887 2/2 [==============================] - 0s 12ms/step >64, 478/693, d1=0.264, d2=0.367 g=3.536 2/2 [==============================] - 0s 12ms/step >64, 479/693, d1=0.670, d2=0.318 g=2.913 2/2 [==============================] - 0s 11ms/step >64, 480/693, d1=0.381, d2=0.284 g=3.042 2/2 [==============================] - 0s 12ms/step >64, 481/693, d1=0.475, d2=0.282 g=3.486 2/2 [==============================] - 0s 12ms/step >64, 482/693, d1=0.319, d2=0.356 g=3.415 2/2 [==============================] - 0s 11ms/step >64, 483/693, d1=0.282, d2=0.335 g=3.485 2/2 [==============================] - 0s 11ms/step >64, 484/693, d1=0.444, d2=0.291 g=2.620 2/2 [==============================] - 0s 12ms/step >64, 485/693, d1=0.528, d2=0.399 g=3.242 2/2 [==============================] - 0s 13ms/step >64, 486/693, d1=0.678, d2=0.412 g=3.596 2/2 [==============================] - 0s 12ms/step >64, 487/693, d1=0.248, d2=0.423 g=3.920 2/2 [==============================] - 0s 12ms/step >64, 488/693, d1=0.389, d2=0.207 g=3.314 2/2 [==============================] - 0s 12ms/step >64, 489/693, d1=0.516, d2=0.224 g=5.509 2/2 [==============================] - 0s 12ms/step >64, 490/693, d1=0.525, d2=0.470 g=3.920 2/2 [==============================] - 0s 13ms/step >64, 491/693, d1=0.309, d2=0.265 g=4.551 2/2 [==============================] - 0s 12ms/step >64, 492/693, d1=0.374, d2=0.373 g=3.172 2/2 [==============================] - 0s 12ms/step >64, 493/693, d1=0.399, d2=0.309 g=3.355 2/2 [==============================] - 0s 12ms/step >64, 494/693, d1=0.414, d2=0.329 g=3.301 2/2 [==============================] - 0s 12ms/step >64, 495/693, d1=0.445, d2=0.239 g=3.185 2/2 [==============================] - 0s 12ms/step >64, 496/693, d1=0.386, d2=0.415 g=2.532 2/2 [==============================] - 0s 12ms/step >64, 497/693, d1=0.362, d2=0.330 g=4.352 2/2 [==============================] - 0s 11ms/step >64, 498/693, d1=0.440, d2=0.340 g=2.978 2/2 [==============================] - 0s 11ms/step >64, 499/693, d1=0.369, d2=0.416 g=2.968 2/2 [==============================] - 0s 12ms/step >64, 500/693, d1=0.447, d2=0.234 g=4.398 2/2 [==============================] - 0s 13ms/step >64, 501/693, d1=0.658, d2=0.472 g=4.101 2/2 [==============================] - 0s 12ms/step >64, 502/693, d1=0.461, d2=0.326 g=2.375 2/2 [==============================] - 0s 11ms/step >64, 503/693, d1=0.437, d2=0.315 g=4.306 2/2 [==============================] - 0s 13ms/step >64, 504/693, d1=0.637, d2=0.315 g=3.455 2/2 [==============================] - 0s 11ms/step >64, 505/693, d1=0.312, d2=0.320 g=4.207 2/2 [==============================] - 0s 11ms/step >64, 506/693, d1=0.403, d2=0.257 g=3.836 2/2 [==============================] - 0s 12ms/step >64, 507/693, d1=0.470, d2=0.312 g=2.707 2/2 [==============================] - 0s 11ms/step >64, 508/693, d1=0.402, d2=0.391 g=2.834 2/2 [==============================] - 0s 11ms/step >64, 509/693, d1=0.375, d2=0.387 g=3.867 2/2 [==============================] - 0s 12ms/step >64, 510/693, d1=0.356, d2=0.347 g=2.999 2/2 [==============================] - 0s 11ms/step >64, 511/693, d1=0.253, d2=0.296 g=4.150 2/2 [==============================] - 0s 12ms/step >64, 512/693, d1=0.486, d2=0.353 g=3.443 2/2 [==============================] - 0s 12ms/step >64, 513/693, d1=0.344, d2=0.302 g=3.808 2/2 [==============================] - 0s 13ms/step >64, 514/693, d1=0.321, d2=0.246 g=2.889 2/2 [==============================] - 0s 12ms/step >64, 515/693, d1=0.384, d2=0.364 g=3.414 2/2 [==============================] - 0s 12ms/step >64, 516/693, d1=0.501, d2=0.336 g=3.841 2/2 [==============================] - 0s 14ms/step >64, 517/693, d1=0.590, d2=0.355 g=4.383 2/2 [==============================] - 0s 12ms/step >64, 518/693, d1=0.406, d2=0.427 g=2.891 2/2 [==============================] - 0s 12ms/step >64, 519/693, d1=0.249, d2=0.313 g=3.456 2/2 [==============================] - 0s 12ms/step >64, 520/693, d1=0.403, d2=0.355 g=3.181 2/2 [==============================] - 0s 12ms/step >64, 521/693, d1=0.389, d2=0.283 g=4.766 2/2 [==============================] - 0s 12ms/step >64, 522/693, d1=0.366, d2=0.310 g=3.854 2/2 [==============================] - 0s 11ms/step >64, 523/693, d1=0.363, d2=0.385 g=4.630 2/2 [==============================] - 0s 13ms/step >64, 524/693, d1=0.402, d2=0.275 g=2.834 2/2 [==============================] - 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0s 12ms/step >64, 547/693, d1=0.361, d2=0.418 g=4.422 2/2 [==============================] - 0s 12ms/step >64, 548/693, d1=0.347, d2=0.314 g=3.321 2/2 [==============================] - 0s 12ms/step >64, 549/693, d1=0.398, d2=0.333 g=4.601 2/2 [==============================] - 0s 12ms/step >64, 550/693, d1=0.449, d2=0.308 g=3.101 2/2 [==============================] - 0s 13ms/step >64, 551/693, d1=0.363, d2=0.376 g=2.775 2/2 [==============================] - 0s 12ms/step >64, 552/693, d1=0.443, d2=0.410 g=3.282 2/2 [==============================] - 0s 11ms/step >64, 553/693, d1=0.382, d2=0.310 g=3.704 2/2 [==============================] - 0s 12ms/step >64, 554/693, d1=0.597, d2=0.265 g=2.543 2/2 [==============================] - 0s 12ms/step >64, 555/693, d1=0.466, d2=0.416 g=2.384 2/2 [==============================] - 0s 12ms/step >64, 556/693, d1=0.355, d2=0.421 g=3.870 2/2 [==============================] - 0s 13ms/step >64, 557/693, d1=0.306, d2=0.404 g=4.501 2/2 [==============================] - 0s 12ms/step >64, 558/693, d1=0.438, d2=0.329 g=3.449 2/2 [==============================] - 0s 13ms/step >64, 559/693, d1=0.420, d2=0.302 g=3.187 2/2 [==============================] - 0s 11ms/step >64, 560/693, d1=0.387, d2=0.345 g=4.166 2/2 [==============================] - 0s 12ms/step >64, 561/693, d1=0.374, d2=0.323 g=2.258 2/2 [==============================] - 0s 12ms/step >64, 562/693, d1=0.483, d2=0.345 g=3.520 2/2 [==============================] - 0s 13ms/step >64, 563/693, d1=0.377, d2=0.308 g=2.951 2/2 [==============================] - 0s 12ms/step >64, 564/693, d1=0.412, d2=0.315 g=3.776 2/2 [==============================] - 0s 12ms/step >64, 565/693, d1=0.434, d2=0.273 g=2.590 2/2 [==============================] - 0s 12ms/step >64, 566/693, d1=0.398, d2=0.342 g=2.151 2/2 [==============================] - 0s 11ms/step >64, 567/693, d1=0.388, d2=0.283 g=3.999 2/2 [==============================] - 0s 11ms/step >64, 568/693, d1=0.351, d2=0.445 g=2.405 2/2 [==============================] - 0s 12ms/step >64, 569/693, d1=0.342, d2=0.315 g=3.037 2/2 [==============================] - 0s 12ms/step >64, 570/693, d1=0.495, d2=0.286 g=2.717 2/2 [==============================] - 0s 11ms/step >64, 571/693, d1=0.387, d2=0.326 g=2.727 2/2 [==============================] - 0s 13ms/step >64, 572/693, d1=0.449, d2=0.434 g=2.855 2/2 [==============================] - 0s 12ms/step >64, 573/693, d1=0.438, d2=0.319 g=4.294 2/2 [==============================] - 0s 13ms/step >64, 574/693, d1=0.481, d2=0.358 g=4.986 2/2 [==============================] - 0s 12ms/step >64, 575/693, d1=0.353, d2=0.252 g=3.369 2/2 [==============================] - 0s 12ms/step >64, 576/693, d1=0.407, d2=0.346 g=4.629 2/2 [==============================] - 0s 11ms/step >64, 577/693, d1=0.373, d2=0.343 g=4.512 2/2 [==============================] - 0s 11ms/step >64, 578/693, d1=0.535, d2=0.310 g=2.773 2/2 [==============================] - 0s 12ms/step >64, 579/693, d1=0.304, d2=0.266 g=3.834 2/2 [==============================] - 0s 10ms/step >64, 580/693, d1=0.448, d2=0.376 g=4.154 2/2 [==============================] - 0s 11ms/step >64, 581/693, d1=0.368, d2=0.292 g=4.081 2/2 [==============================] - 0s 11ms/step >64, 582/693, d1=0.520, d2=0.304 g=2.525 2/2 [==============================] - 0s 11ms/step >64, 583/693, d1=0.195, d2=0.334 g=4.368 2/2 [==============================] - 0s 12ms/step >64, 584/693, d1=0.450, d2=0.287 g=2.641 2/2 [==============================] - 0s 11ms/step >64, 585/693, d1=0.333, d2=0.421 g=2.046 2/2 [==============================] - 0s 12ms/step >64, 586/693, d1=0.382, d2=0.339 g=3.142 2/2 [==============================] - 0s 12ms/step >64, 587/693, d1=0.542, d2=0.285 g=2.921 2/2 [==============================] - 0s 11ms/step >64, 588/693, d1=0.422, d2=0.264 g=3.436 2/2 [==============================] - 0s 12ms/step >64, 589/693, d1=0.455, d2=0.361 g=2.920 2/2 [==============================] - 0s 12ms/step >64, 590/693, d1=0.375, d2=0.304 g=3.269 2/2 [==============================] - 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0s 12ms/step >64, 602/693, d1=0.447, d2=0.446 g=3.142 2/2 [==============================] - 0s 13ms/step >64, 603/693, d1=0.477, d2=0.426 g=3.491 2/2 [==============================] - 0s 12ms/step >64, 604/693, d1=0.287, d2=0.256 g=4.202 2/2 [==============================] - 0s 14ms/step >64, 605/693, d1=0.442, d2=0.357 g=3.160 2/2 [==============================] - 0s 13ms/step >64, 606/693, d1=0.429, d2=0.255 g=2.929 2/2 [==============================] - 0s 12ms/step >64, 607/693, d1=0.324, d2=0.339 g=3.018 2/2 [==============================] - 0s 12ms/step >64, 608/693, d1=0.461, d2=0.413 g=3.740 2/2 [==============================] - 0s 12ms/step >64, 609/693, d1=0.407, d2=0.323 g=3.392 2/2 [==============================] - 0s 12ms/step >64, 610/693, d1=0.438, d2=0.387 g=3.467 2/2 [==============================] - 0s 12ms/step >64, 611/693, d1=0.503, d2=0.349 g=4.401 2/2 [==============================] - 0s 12ms/step >64, 612/693, d1=0.374, d2=0.300 g=4.922 2/2 [==============================] - 0s 11ms/step >64, 613/693, d1=0.489, d2=0.439 g=2.856 2/2 [==============================] - 0s 11ms/step >64, 614/693, d1=0.423, d2=0.384 g=2.999 2/2 [==============================] - 0s 13ms/step >64, 615/693, d1=0.378, d2=0.321 g=3.255 2/2 [==============================] - 0s 12ms/step >64, 616/693, d1=0.346, d2=0.491 g=3.944 2/2 [==============================] - 0s 11ms/step >64, 617/693, d1=0.461, d2=0.252 g=2.563 2/2 [==============================] - 0s 12ms/step >64, 618/693, d1=0.566, d2=0.323 g=3.688 2/2 [==============================] - 0s 11ms/step >64, 619/693, d1=0.402, d2=0.351 g=3.698 2/2 [==============================] - 0s 11ms/step >64, 620/693, d1=0.304, d2=0.262 g=2.972 2/2 [==============================] - 0s 12ms/step >64, 621/693, d1=0.414, d2=0.376 g=3.270 2/2 [==============================] - 0s 12ms/step >64, 622/693, d1=0.453, d2=0.409 g=2.633 2/2 [==============================] - 0s 12ms/step >64, 623/693, d1=0.267, d2=0.251 g=2.709 2/2 [==============================] - 0s 12ms/step >64, 624/693, d1=0.299, d2=0.318 g=2.765 2/2 [==============================] - 0s 13ms/step >64, 625/693, d1=0.367, d2=0.278 g=4.330 2/2 [==============================] - 0s 13ms/step >64, 626/693, d1=0.403, d2=0.270 g=3.875 2/2 [==============================] - 0s 13ms/step >64, 627/693, d1=0.396, d2=0.228 g=2.535 2/2 [==============================] - 0s 12ms/step >64, 628/693, d1=0.335, d2=0.377 g=2.783 2/2 [==============================] - 0s 12ms/step >64, 629/693, d1=0.295, d2=0.357 g=2.739 2/2 [==============================] - 0s 12ms/step >64, 630/693, d1=0.437, d2=0.340 g=3.421 2/2 [==============================] - 0s 11ms/step >64, 631/693, d1=0.372, d2=0.246 g=3.190 2/2 [==============================] - 0s 12ms/step >64, 632/693, d1=0.444, d2=0.386 g=3.822 2/2 [==============================] - 0s 12ms/step >64, 633/693, d1=0.333, d2=0.269 g=3.522 2/2 [==============================] - 0s 13ms/step >64, 634/693, d1=0.658, d2=0.295 g=2.944 2/2 [==============================] - 0s 11ms/step >64, 635/693, d1=0.288, d2=0.351 g=3.398 2/2 [==============================] - 0s 12ms/step >64, 636/693, d1=0.421, d2=0.288 g=4.957 2/2 [==============================] - 0s 12ms/step >64, 637/693, d1=0.492, d2=0.394 g=3.044 2/2 [==============================] - 0s 12ms/step >64, 638/693, d1=0.346, d2=0.336 g=2.618 2/2 [==============================] - 0s 12ms/step >64, 639/693, d1=0.346, d2=0.278 g=3.014 2/2 [==============================] - 0s 13ms/step >64, 640/693, d1=0.372, d2=0.308 g=2.191 2/2 [==============================] - 0s 13ms/step >64, 641/693, d1=0.354, d2=0.356 g=3.062 2/2 [==============================] - 0s 12ms/step >64, 642/693, d1=0.578, d2=0.372 g=3.253 2/2 [==============================] - 0s 12ms/step >64, 643/693, d1=0.400, d2=0.431 g=2.782 2/2 [==============================] - 0s 15ms/step >64, 644/693, d1=0.431, d2=0.272 g=3.147 2/2 [==============================] - 0s 12ms/step >64, 645/693, d1=0.555, d2=0.388 g=2.599 2/2 [==============================] - 0s 11ms/step >64, 646/693, d1=0.326, d2=0.307 g=2.585 2/2 [==============================] - 0s 12ms/step >64, 647/693, d1=0.646, d2=0.224 g=4.406 2/2 [==============================] - 0s 13ms/step >64, 648/693, d1=0.279, d2=0.489 g=2.687 2/2 [==============================] - 0s 13ms/step >64, 649/693, d1=0.385, d2=0.260 g=4.349 2/2 [==============================] - 0s 12ms/step >64, 650/693, d1=0.487, d2=0.340 g=3.975 2/2 [==============================] - 0s 12ms/step >64, 651/693, d1=0.327, d2=0.473 g=3.447 2/2 [==============================] - 0s 12ms/step >64, 652/693, d1=0.413, d2=0.315 g=3.084 2/2 [==============================] - 0s 11ms/step >64, 653/693, d1=0.407, d2=0.274 g=3.932 2/2 [==============================] - 0s 11ms/step >64, 654/693, d1=0.310, d2=0.351 g=2.870 2/2 [==============================] - 0s 11ms/step >64, 655/693, d1=0.453, d2=0.347 g=2.761 2/2 [==============================] - 0s 11ms/step >64, 656/693, d1=0.335, d2=0.282 g=2.819 2/2 [==============================] - 0s 10ms/step >64, 657/693, d1=0.629, d2=0.351 g=2.300 2/2 [==============================] - 0s 14ms/step >64, 658/693, d1=0.264, d2=0.386 g=2.207 2/2 [==============================] - 0s 11ms/step >64, 659/693, d1=0.383, d2=0.381 g=3.413 2/2 [==============================] - 0s 11ms/step >64, 660/693, d1=0.336, d2=0.336 g=2.335 2/2 [==============================] - 0s 12ms/step >64, 661/693, d1=0.513, d2=0.316 g=2.148 2/2 [==============================] - 0s 11ms/step >64, 662/693, d1=0.240, d2=0.366 g=2.878 2/2 [==============================] - 0s 12ms/step >64, 663/693, d1=0.338, d2=0.259 g=3.319 2/2 [==============================] - 0s 12ms/step >64, 664/693, d1=0.445, d2=0.267 g=3.149 2/2 [==============================] - 0s 14ms/step >64, 665/693, d1=0.495, d2=0.367 g=3.150 2/2 [==============================] - 0s 12ms/step >64, 666/693, d1=0.309, d2=0.265 g=3.470 2/2 [==============================] - 0s 12ms/step >64, 667/693, d1=0.446, d2=0.324 g=3.627 2/2 [==============================] - 0s 13ms/step >64, 668/693, d1=0.435, d2=0.330 g=2.568 2/2 [==============================] - 0s 11ms/step >64, 669/693, d1=0.427, d2=0.316 g=3.971 2/2 [==============================] - 0s 12ms/step >64, 670/693, d1=0.446, d2=0.264 g=3.476 2/2 [==============================] - 0s 12ms/step >64, 671/693, d1=0.386, d2=0.351 g=2.788 2/2 [==============================] - 0s 13ms/step >64, 672/693, d1=0.366, d2=0.473 g=2.530 2/2 [==============================] - 0s 12ms/step >64, 673/693, d1=0.238, d2=0.432 g=2.852 2/2 [==============================] - 0s 11ms/step >64, 674/693, d1=0.348, d2=0.269 g=3.253 2/2 [==============================] - 0s 11ms/step >64, 675/693, d1=0.465, d2=0.215 g=3.619 2/2 [==============================] - 0s 12ms/step >64, 676/693, d1=0.659, d2=0.370 g=3.001 2/2 [==============================] - 0s 12ms/step >64, 677/693, d1=0.483, d2=0.448 g=3.924 2/2 [==============================] - 0s 11ms/step >64, 678/693, d1=0.398, d2=0.461 g=2.604 2/2 [==============================] - 0s 12ms/step >64, 679/693, d1=0.335, d2=0.366 g=2.999 2/2 [==============================] - 0s 12ms/step >64, 680/693, d1=0.461, d2=0.292 g=3.578 2/2 [==============================] - 0s 12ms/step >64, 681/693, d1=0.569, d2=0.406 g=2.204 2/2 [==============================] - 0s 12ms/step >64, 682/693, d1=0.385, d2=0.290 g=3.283 2/2 [==============================] - 0s 12ms/step >64, 683/693, d1=0.461, d2=0.408 g=2.585 2/2 [==============================] - 0s 12ms/step >64, 684/693, d1=0.418, d2=0.461 g=2.743 2/2 [==============================] - 0s 11ms/step >64, 685/693, d1=0.433, d2=0.254 g=3.571 2/2 [==============================] - 0s 11ms/step >64, 686/693, d1=0.383, d2=0.367 g=4.228 2/2 [==============================] - 0s 12ms/step >64, 687/693, d1=0.423, d2=0.478 g=3.313 2/2 [==============================] - 0s 11ms/step >64, 688/693, d1=0.632, d2=0.383 g=3.975 2/2 [==============================] - 0s 13ms/step >64, 689/693, d1=0.304, d2=0.248 g=2.779 2/2 [==============================] - 0s 12ms/step >64, 690/693, d1=0.506, d2=0.369 g=2.946 2/2 [==============================] - 0s 12ms/step >64, 691/693, d1=0.499, d2=0.329 g=1.944 2/2 [==============================] - 0s 12ms/step >64, 692/693, d1=0.336, d2=0.283 g=2.861 2/2 [==============================] - 0s 12ms/step >64, 693/693, d1=0.324, d2=0.342 g=3.130 2/2 [==============================] - 0s 12ms/step >65, 1/693, d1=0.323, d2=0.328 g=2.469 2/2 [==============================] - 0s 11ms/step >65, 2/693, d1=0.416, d2=0.435 g=3.746 2/2 [==============================] - 0s 11ms/step >65, 3/693, d1=0.363, d2=0.348 g=2.734 2/2 [==============================] - 0s 12ms/step >65, 4/693, d1=0.609, d2=0.371 g=3.819 2/2 [==============================] - 0s 12ms/step >65, 5/693, d1=0.388, d2=0.400 g=3.227 2/2 [==============================] - 0s 12ms/step >65, 6/693, d1=0.394, d2=0.298 g=3.970 2/2 [==============================] - 0s 11ms/step >65, 7/693, d1=0.311, d2=0.224 g=3.952 2/2 [==============================] - 0s 12ms/step >65, 8/693, d1=0.377, d2=0.353 g=3.724 2/2 [==============================] - 0s 10ms/step >65, 9/693, d1=0.402, d2=0.353 g=3.916 2/2 [==============================] - 0s 11ms/step >65, 10/693, d1=0.387, d2=0.288 g=3.539 2/2 [==============================] - 0s 12ms/step >65, 11/693, d1=0.424, d2=0.320 g=2.827 2/2 [==============================] - 0s 12ms/step >65, 12/693, d1=0.379, d2=0.392 g=3.398 2/2 [==============================] - 0s 11ms/step >65, 13/693, d1=0.418, d2=0.209 g=3.335 2/2 [==============================] - 0s 11ms/step >65, 14/693, d1=0.376, d2=0.420 g=2.930 2/2 [==============================] - 0s 12ms/step >65, 15/693, d1=0.423, d2=0.317 g=4.742 2/2 [==============================] - 0s 12ms/step >65, 16/693, d1=0.297, d2=0.267 g=4.063 2/2 [==============================] - 0s 14ms/step >65, 17/693, d1=0.336, d2=0.312 g=2.470 2/2 [==============================] - 0s 11ms/step >65, 18/693, d1=0.449, d2=0.322 g=2.575 2/2 [==============================] - 0s 12ms/step >65, 19/693, d1=0.444, d2=0.341 g=2.721 2/2 [==============================] - 0s 12ms/step >65, 20/693, d1=0.419, d2=0.382 g=2.463 2/2 [==============================] - 0s 13ms/step >65, 21/693, d1=0.415, d2=0.277 g=3.320 2/2 [==============================] - 0s 11ms/step >65, 22/693, d1=0.436, d2=0.337 g=3.634 2/2 [==============================] - 0s 12ms/step >65, 23/693, d1=0.398, d2=0.453 g=2.756 2/2 [==============================] - 0s 12ms/step >65, 24/693, d1=0.277, d2=0.253 g=3.339 2/2 [==============================] - 0s 12ms/step >65, 25/693, d1=0.487, d2=0.247 g=4.397 2/2 [==============================] - 0s 12ms/step >65, 26/693, d1=0.431, d2=0.295 g=3.620 2/2 [==============================] - 0s 12ms/step >65, 27/693, d1=0.480, d2=0.516 g=3.130 2/2 [==============================] - 0s 12ms/step >65, 28/693, d1=0.305, d2=0.286 g=3.922 2/2 [==============================] - 0s 13ms/step >65, 29/693, d1=0.371, d2=0.321 g=3.766 2/2 [==============================] - 0s 11ms/step >65, 30/693, d1=0.314, d2=0.343 g=2.603 2/2 [==============================] - 0s 12ms/step >65, 31/693, d1=0.486, d2=0.346 g=3.922 2/2 [==============================] - 0s 13ms/step >65, 32/693, d1=0.464, d2=0.320 g=3.441 2/2 [==============================] - 0s 13ms/step >65, 33/693, d1=0.498, d2=0.380 g=3.776 2/2 [==============================] - 0s 13ms/step >65, 34/693, d1=0.469, d2=0.235 g=2.651 2/2 [==============================] - 0s 12ms/step >65, 35/693, d1=0.535, d2=0.402 g=2.355 2/2 [==============================] - 0s 13ms/step >65, 36/693, d1=0.309, d2=0.328 g=3.309 2/2 [==============================] - 0s 11ms/step >65, 37/693, d1=0.283, d2=0.348 g=3.822 2/2 [==============================] - 0s 12ms/step >65, 38/693, d1=0.237, d2=0.260 g=3.006 2/2 [==============================] - 0s 11ms/step >65, 39/693, d1=0.384, d2=0.232 g=3.127 2/2 [==============================] - 0s 12ms/step >65, 40/693, d1=0.544, d2=0.321 g=3.254 2/2 [==============================] - 0s 12ms/step >65, 41/693, d1=0.513, d2=0.331 g=3.567 2/2 [==============================] - 0s 12ms/step >65, 42/693, d1=0.409, d2=0.370 g=2.857 2/2 [==============================] - 0s 10ms/step >65, 43/693, d1=0.589, d2=0.318 g=1.762 2/2 [==============================] - 0s 12ms/step >65, 44/693, d1=0.441, d2=0.361 g=4.431 2/2 [==============================] - 0s 12ms/step >65, 45/693, d1=0.366, d2=0.277 g=2.237 2/2 [==============================] - 0s 13ms/step >65, 46/693, d1=0.447, d2=0.340 g=3.280 2/2 [==============================] - 0s 11ms/step >65, 47/693, d1=0.467, d2=0.327 g=3.777 2/2 [==============================] - 0s 13ms/step >65, 48/693, d1=0.348, d2=0.271 g=2.622 2/2 [==============================] - 0s 12ms/step >65, 49/693, d1=0.417, d2=0.429 g=1.988 2/2 [==============================] - 0s 12ms/step >65, 50/693, d1=0.350, d2=0.292 g=2.040 2/2 [==============================] - 0s 12ms/step >65, 51/693, d1=0.260, d2=0.244 g=2.872 2/2 [==============================] - 0s 12ms/step >65, 52/693, d1=0.353, d2=0.244 g=2.561 2/2 [==============================] - 0s 12ms/step >65, 53/693, d1=0.318, d2=0.342 g=3.008 2/2 [==============================] - 0s 11ms/step >65, 54/693, d1=0.421, d2=0.324 g=2.835 2/2 [==============================] - 0s 11ms/step >65, 55/693, d1=0.334, d2=0.418 g=3.027 2/2 [==============================] - 0s 12ms/step >65, 56/693, d1=0.429, d2=0.254 g=3.124 2/2 [==============================] - 0s 12ms/step >65, 57/693, d1=0.572, d2=0.355 g=3.848 2/2 [==============================] - 0s 11ms/step >65, 58/693, d1=0.456, d2=0.331 g=3.801 2/2 [==============================] - 0s 11ms/step >65, 59/693, d1=0.330, d2=0.373 g=2.386 2/2 [==============================] - 0s 12ms/step >65, 60/693, d1=0.298, d2=0.310 g=1.875 2/2 [==============================] - 0s 11ms/step >65, 61/693, d1=0.339, d2=0.364 g=3.274 2/2 [==============================] - 0s 12ms/step >65, 62/693, d1=0.495, d2=0.271 g=2.729 2/2 [==============================] - 0s 11ms/step >65, 63/693, d1=0.519, d2=0.352 g=3.345 2/2 [==============================] - 0s 13ms/step >65, 64/693, d1=0.608, d2=0.333 g=3.575 2/2 [==============================] - 0s 12ms/step >65, 65/693, d1=0.346, d2=0.332 g=2.900 2/2 [==============================] - 0s 13ms/step >65, 66/693, d1=0.351, d2=0.467 g=2.390 2/2 [==============================] - 0s 12ms/step >65, 67/693, d1=0.497, d2=0.317 g=1.973 2/2 [==============================] - 0s 13ms/step >65, 68/693, d1=0.441, d2=0.376 g=2.059 2/2 [==============================] - 0s 12ms/step >65, 69/693, d1=0.478, d2=0.452 g=2.593 2/2 [==============================] - 0s 11ms/step >65, 70/693, d1=0.391, d2=0.394 g=3.258 2/2 [==============================] - 0s 11ms/step >65, 71/693, d1=0.393, d2=0.329 g=3.171 2/2 [==============================] - 0s 12ms/step >65, 72/693, d1=0.475, d2=0.414 g=3.609 2/2 [==============================] - 0s 11ms/step >65, 73/693, d1=0.331, d2=0.317 g=2.562 2/2 [==============================] - 0s 12ms/step >65, 74/693, d1=0.340, d2=0.319 g=3.374 2/2 [==============================] - 0s 14ms/step >65, 75/693, d1=0.543, d2=0.350 g=4.770 2/2 [==============================] - 0s 12ms/step >65, 76/693, d1=0.419, d2=0.314 g=3.638 2/2 [==============================] - 0s 12ms/step >65, 77/693, d1=0.291, d2=0.291 g=4.691 2/2 [==============================] - 0s 12ms/step >65, 78/693, d1=0.438, d2=0.280 g=4.251 2/2 [==============================] - 0s 13ms/step >65, 79/693, d1=0.494, d2=0.308 g=3.674 2/2 [==============================] - 0s 11ms/step >65, 80/693, d1=0.415, d2=0.343 g=2.717 2/2 [==============================] - 0s 13ms/step >65, 81/693, d1=0.387, d2=0.278 g=3.364 2/2 [==============================] - 0s 14ms/step >65, 82/693, d1=0.298, d2=0.377 g=2.387 2/2 [==============================] - 0s 13ms/step >65, 83/693, d1=0.267, d2=0.236 g=2.112 2/2 [==============================] - 0s 11ms/step >65, 84/693, d1=0.379, d2=0.392 g=4.555 2/2 [==============================] - 0s 12ms/step >65, 85/693, d1=0.445, d2=0.200 g=3.833 2/2 [==============================] - 0s 12ms/step >65, 86/693, d1=0.411, d2=0.338 g=3.030 2/2 [==============================] - 0s 11ms/step >65, 87/693, d1=0.345, d2=0.516 g=3.801 2/2 [==============================] - 0s 12ms/step >65, 88/693, d1=0.384, d2=0.415 g=3.427 2/2 [==============================] - 0s 13ms/step >65, 89/693, d1=0.447, d2=0.254 g=3.687 2/2 [==============================] - 0s 13ms/step >65, 90/693, d1=0.622, d2=0.289 g=3.312 2/2 [==============================] - 0s 12ms/step >65, 91/693, d1=0.428, d2=0.417 g=3.259 2/2 [==============================] - 0s 11ms/step >65, 92/693, d1=0.617, d2=0.315 g=3.448 2/2 [==============================] - 0s 12ms/step >65, 93/693, d1=0.325, d2=0.311 g=3.157 2/2 [==============================] - 0s 12ms/step >65, 94/693, d1=0.408, d2=0.346 g=4.782 2/2 [==============================] - 0s 11ms/step >65, 95/693, d1=0.541, d2=0.265 g=3.323 2/2 [==============================] - 0s 11ms/step >65, 96/693, d1=0.503, d2=0.356 g=4.043 2/2 [==============================] - 0s 12ms/step >65, 97/693, d1=0.450, d2=0.441 g=2.557 2/2 [==============================] - 0s 12ms/step >65, 98/693, d1=0.401, d2=0.278 g=3.788 2/2 [==============================] - 0s 11ms/step >65, 99/693, d1=0.485, d2=0.341 g=2.597 2/2 [==============================] - 0s 12ms/step >65, 100/693, d1=0.354, d2=0.377 g=3.843 2/2 [==============================] - 0s 13ms/step >65, 101/693, d1=0.334, d2=0.395 g=3.729 2/2 [==============================] - 0s 12ms/step >65, 102/693, d1=0.405, d2=0.370 g=3.638 2/2 [==============================] - 0s 11ms/step >65, 103/693, d1=0.391, d2=0.316 g=3.821 2/2 [==============================] - 0s 12ms/step >65, 104/693, d1=0.526, d2=0.447 g=4.390 2/2 [==============================] - 0s 11ms/step >65, 105/693, d1=0.343, d2=0.239 g=3.208 2/2 [==============================] - 0s 12ms/step >65, 106/693, d1=0.504, d2=0.268 g=2.378 2/2 [==============================] - 0s 11ms/step >65, 107/693, d1=0.372, d2=0.415 g=4.787 2/2 [==============================] - 0s 12ms/step >65, 108/693, d1=0.278, d2=0.328 g=2.999 2/2 [==============================] - 0s 11ms/step >65, 109/693, d1=0.336, d2=0.395 g=2.401 2/2 [==============================] - 0s 11ms/step >65, 110/693, d1=0.516, d2=0.241 g=3.182 2/2 [==============================] - 0s 14ms/step >65, 111/693, d1=0.327, d2=0.355 g=2.313 2/2 [==============================] - 0s 11ms/step >65, 112/693, d1=0.566, d2=0.304 g=4.073 2/2 [==============================] - 0s 11ms/step >65, 113/693, d1=0.297, d2=0.261 g=3.573 2/2 [==============================] - 0s 11ms/step >65, 114/693, d1=0.453, d2=0.253 g=2.165 2/2 [==============================] - 0s 12ms/step >65, 115/693, d1=0.288, d2=0.351 g=3.757 2/2 [==============================] - 0s 12ms/step >65, 116/693, d1=0.355, d2=0.315 g=2.561 2/2 [==============================] - 0s 11ms/step >65, 117/693, d1=0.459, d2=0.289 g=2.779 2/2 [==============================] - 0s 12ms/step >65, 118/693, d1=0.307, d2=0.275 g=3.634 2/2 [==============================] - 0s 11ms/step >65, 119/693, d1=0.386, d2=0.473 g=5.176 2/2 [==============================] - 0s 14ms/step >65, 120/693, d1=0.407, d2=0.259 g=5.083 2/2 [==============================] - 0s 12ms/step >65, 121/693, d1=0.612, d2=0.353 g=3.070 2/2 [==============================] - 0s 11ms/step >65, 122/693, d1=0.455, d2=0.371 g=2.873 2/2 [==============================] - 0s 12ms/step >65, 123/693, d1=0.408, d2=0.351 g=2.660 2/2 [==============================] - 0s 11ms/step >65, 124/693, d1=0.484, d2=0.454 g=4.124 2/2 [==============================] - 0s 12ms/step >65, 125/693, d1=0.425, d2=0.285 g=3.754 2/2 [==============================] - 0s 13ms/step >65, 126/693, d1=0.403, d2=0.343 g=4.267 2/2 [==============================] - 0s 11ms/step >65, 127/693, d1=0.259, d2=0.368 g=4.479 2/2 [==============================] - 0s 12ms/step >65, 128/693, d1=0.408, d2=0.252 g=3.752 2/2 [==============================] - 0s 13ms/step >65, 129/693, d1=0.395, d2=0.368 g=3.431 2/2 [==============================] - 0s 13ms/step >65, 130/693, d1=0.544, d2=0.287 g=4.125 2/2 [==============================] - 0s 11ms/step >65, 131/693, d1=0.359, d2=0.269 g=3.273 2/2 [==============================] - 0s 11ms/step >65, 132/693, d1=0.293, d2=0.363 g=4.083 2/2 [==============================] - 0s 11ms/step >65, 133/693, d1=0.327, d2=0.331 g=3.576 2/2 [==============================] - 0s 12ms/step >65, 134/693, d1=0.163, d2=0.244 g=4.097 2/2 [==============================] - 0s 12ms/step >65, 135/693, d1=0.387, d2=0.396 g=2.633 2/2 [==============================] - 0s 12ms/step >65, 136/693, d1=0.447, d2=0.223 g=3.790 2/2 [==============================] - 0s 13ms/step >65, 137/693, d1=0.464, d2=0.255 g=4.522 2/2 [==============================] - 0s 11ms/step >65, 138/693, d1=0.457, d2=0.499 g=3.150 2/2 [==============================] - 0s 13ms/step >65, 139/693, d1=0.463, d2=0.259 g=3.231 2/2 [==============================] - 0s 11ms/step >65, 140/693, d1=0.382, d2=0.316 g=4.373 2/2 [==============================] - 0s 13ms/step >65, 141/693, d1=0.380, d2=0.362 g=3.710 2/2 [==============================] - 0s 12ms/step >65, 142/693, d1=0.679, d2=0.326 g=3.710 2/2 [==============================] - 0s 12ms/step >65, 143/693, d1=0.412, d2=0.335 g=2.918 2/2 [==============================] - 0s 12ms/step >65, 144/693, d1=0.424, d2=0.396 g=3.737 2/2 [==============================] - 0s 12ms/step >65, 145/693, d1=0.381, d2=0.406 g=2.529 2/2 [==============================] - 0s 13ms/step >65, 146/693, d1=0.238, d2=0.258 g=2.304 2/2 [==============================] - 0s 14ms/step >65, 147/693, d1=0.588, d2=0.236 g=4.009 2/2 [==============================] - 0s 12ms/step >65, 148/693, d1=0.485, d2=0.378 g=3.373 2/2 [==============================] - 0s 12ms/step >65, 149/693, d1=0.373, d2=0.343 g=3.666 2/2 [==============================] - 0s 13ms/step >65, 150/693, d1=0.394, d2=0.381 g=4.271 2/2 [==============================] - 0s 11ms/step >65, 151/693, d1=0.324, d2=0.339 g=2.155 2/2 [==============================] - 0s 11ms/step >65, 152/693, d1=0.405, d2=0.408 g=4.094 2/2 [==============================] - 0s 13ms/step >65, 153/693, d1=0.525, d2=0.350 g=2.829 2/2 [==============================] - 0s 12ms/step >65, 154/693, d1=0.486, d2=0.330 g=2.448 2/2 [==============================] - 0s 11ms/step >65, 155/693, d1=0.366, d2=0.401 g=2.042 2/2 [==============================] - 0s 13ms/step >65, 156/693, d1=0.472, d2=0.332 g=4.526 2/2 [==============================] - 0s 12ms/step >65, 157/693, d1=0.378, d2=0.374 g=3.202 2/2 [==============================] - 0s 14ms/step >65, 158/693, d1=0.294, d2=0.366 g=3.831 2/2 [==============================] - 0s 11ms/step >65, 159/693, d1=0.336, d2=0.304 g=2.955 2/2 [==============================] - 0s 13ms/step >65, 160/693, d1=0.619, d2=0.388 g=2.593 2/2 [==============================] - 0s 13ms/step >65, 161/693, d1=0.531, d2=0.453 g=3.576 2/2 [==============================] - 0s 13ms/step >65, 162/693, d1=0.385, d2=0.440 g=3.477 2/2 [==============================] - 0s 12ms/step >65, 163/693, d1=0.395, d2=0.239 g=2.936 2/2 [==============================] - 0s 12ms/step >65, 164/693, d1=0.732, d2=0.396 g=3.311 2/2 [==============================] - 0s 11ms/step >65, 165/693, d1=0.411, d2=0.504 g=3.674 2/2 [==============================] - 0s 11ms/step >65, 166/693, d1=0.574, d2=0.394 g=3.813 2/2 [==============================] - 0s 12ms/step >65, 167/693, d1=0.395, d2=0.330 g=4.274 2/2 [==============================] - 0s 12ms/step >65, 168/693, d1=0.405, d2=0.344 g=3.575 2/2 [==============================] - 0s 12ms/step >65, 169/693, d1=0.460, d2=0.425 g=3.516 2/2 [==============================] - 0s 12ms/step >65, 170/693, d1=0.441, d2=0.371 g=1.977 2/2 [==============================] - 0s 12ms/step >65, 171/693, d1=0.497, d2=0.439 g=2.726 2/2 [==============================] - 0s 12ms/step >65, 172/693, d1=0.519, d2=0.294 g=2.243 2/2 [==============================] - 0s 13ms/step >65, 173/693, d1=0.227, d2=0.388 g=4.474 2/2 [==============================] - 0s 12ms/step >65, 174/693, d1=0.566, d2=0.346 g=3.636 2/2 [==============================] - 0s 12ms/step >65, 175/693, d1=0.468, d2=0.464 g=2.222 2/2 [==============================] - 0s 13ms/step >65, 176/693, d1=0.286, d2=0.330 g=3.061 2/2 [==============================] - 0s 13ms/step >65, 177/693, d1=0.310, d2=0.339 g=4.228 2/2 [==============================] - 0s 13ms/step >65, 178/693, d1=0.425, d2=0.258 g=3.746 2/2 [==============================] - 0s 12ms/step >65, 179/693, d1=0.344, d2=0.267 g=4.078 2/2 [==============================] - 0s 12ms/step >65, 180/693, d1=0.392, d2=0.285 g=3.095 2/2 [==============================] - 0s 12ms/step >65, 181/693, d1=0.370, d2=0.449 g=3.286 2/2 [==============================] - 0s 12ms/step >65, 182/693, d1=0.375, d2=0.290 g=2.008 2/2 [==============================] - 0s 12ms/step >65, 183/693, d1=0.555, d2=0.315 g=3.452 2/2 [==============================] - 0s 11ms/step >65, 184/693, d1=0.372, d2=0.256 g=2.714 2/2 [==============================] - 0s 12ms/step >65, 185/693, d1=0.437, d2=0.392 g=3.358 2/2 [==============================] - 0s 13ms/step >65, 186/693, d1=0.333, d2=0.331 g=3.004 2/2 [==============================] - 0s 12ms/step >65, 187/693, d1=0.397, d2=0.278 g=3.408 2/2 [==============================] - 0s 11ms/step >65, 188/693, d1=0.487, d2=0.292 g=3.780 2/2 [==============================] - 0s 12ms/step >65, 189/693, d1=0.433, d2=0.263 g=3.247 2/2 [==============================] - 0s 12ms/step >65, 190/693, d1=0.360, d2=0.300 g=2.689 2/2 [==============================] - 0s 12ms/step >65, 191/693, d1=0.380, d2=0.394 g=3.697 2/2 [==============================] - 0s 12ms/step >65, 192/693, d1=0.455, d2=0.261 g=4.110 2/2 [==============================] - 0s 12ms/step >65, 193/693, d1=0.365, d2=0.293 g=3.784 2/2 [==============================] - 0s 12ms/step >65, 194/693, d1=0.253, d2=0.263 g=3.723 2/2 [==============================] - 0s 13ms/step >65, 195/693, d1=0.377, d2=0.483 g=2.506 2/2 [==============================] - 0s 12ms/step >65, 196/693, d1=0.490, d2=0.411 g=3.105 2/2 [==============================] - 0s 12ms/step >65, 197/693, d1=0.443, d2=0.291 g=2.883 2/2 [==============================] - 0s 13ms/step >65, 198/693, d1=0.457, d2=0.183 g=4.408 2/2 [==============================] - 0s 12ms/step >65, 199/693, d1=0.530, d2=0.506 g=3.428 2/2 [==============================] - 0s 12ms/step >65, 200/693, d1=0.364, d2=0.284 g=3.582 2/2 [==============================] - 0s 12ms/step >65, 201/693, d1=0.353, d2=0.273 g=3.801 2/2 [==============================] - 0s 11ms/step >65, 202/693, d1=0.420, d2=0.418 g=4.409 2/2 [==============================] - 0s 13ms/step >65, 203/693, d1=0.447, d2=0.259 g=3.347 2/2 [==============================] - 0s 13ms/step >65, 204/693, d1=0.522, d2=0.271 g=3.939 2/2 [==============================] - 0s 12ms/step >65, 205/693, d1=0.479, d2=0.364 g=2.630 2/2 [==============================] - 0s 12ms/step >65, 206/693, d1=0.296, d2=0.328 g=3.341 2/2 [==============================] - 0s 13ms/step >65, 207/693, d1=0.360, d2=0.280 g=2.979 2/2 [==============================] - 0s 13ms/step >65, 208/693, d1=0.361, d2=0.286 g=3.307 2/2 [==============================] - 0s 11ms/step >65, 209/693, d1=0.283, d2=0.308 g=3.007 2/2 [==============================] - 0s 12ms/step >65, 210/693, d1=0.380, d2=0.256 g=3.731 2/2 [==============================] - 0s 12ms/step >65, 211/693, d1=0.366, d2=0.367 g=2.327 2/2 [==============================] - 0s 13ms/step >65, 212/693, d1=0.425, d2=0.340 g=3.315 2/2 [==============================] - 0s 12ms/step >65, 213/693, d1=0.603, d2=0.314 g=3.326 2/2 [==============================] - 0s 12ms/step >65, 214/693, d1=0.279, d2=0.370 g=5.010 2/2 [==============================] - 0s 11ms/step >65, 215/693, d1=0.548, d2=0.315 g=3.996 2/2 [==============================] - 0s 11ms/step >65, 216/693, d1=0.367, d2=0.404 g=4.199 2/2 [==============================] - 0s 12ms/step >65, 217/693, d1=0.534, d2=0.347 g=3.282 2/2 [==============================] - 0s 12ms/step >65, 218/693, d1=0.433, d2=0.201 g=2.305 2/2 [==============================] - 0s 11ms/step >65, 219/693, d1=0.458, d2=0.338 g=3.176 2/2 [==============================] - 0s 11ms/step >65, 220/693, d1=0.384, d2=0.376 g=2.572 2/2 [==============================] - 0s 13ms/step >65, 221/693, d1=0.429, d2=0.368 g=4.117 2/2 [==============================] - 0s 14ms/step >65, 222/693, d1=0.313, d2=0.357 g=3.262 2/2 [==============================] - 0s 12ms/step >65, 223/693, d1=0.442, d2=0.342 g=2.304 2/2 [==============================] - 0s 12ms/step >65, 224/693, d1=0.396, d2=0.366 g=2.854 2/2 [==============================] - 0s 12ms/step >65, 225/693, d1=0.338, d2=0.281 g=3.033 2/2 [==============================] - 0s 13ms/step >65, 226/693, d1=0.439, d2=0.352 g=3.280 2/2 [==============================] - 0s 11ms/step >65, 227/693, d1=0.526, d2=0.280 g=2.624 2/2 [==============================] - 0s 12ms/step >65, 228/693, d1=0.477, d2=0.366 g=2.195 2/2 [==============================] - 0s 11ms/step >65, 229/693, d1=0.417, d2=0.405 g=3.316 2/2 [==============================] - 0s 11ms/step >65, 230/693, d1=0.255, d2=0.259 g=2.734 2/2 [==============================] - 0s 12ms/step >65, 231/693, d1=0.452, d2=0.424 g=3.856 2/2 [==============================] - 0s 12ms/step >65, 232/693, d1=0.400, d2=0.285 g=3.015 2/2 [==============================] - 0s 12ms/step >65, 233/693, d1=0.604, d2=0.339 g=2.696 2/2 [==============================] - 0s 11ms/step >65, 234/693, d1=0.419, d2=0.302 g=2.747 2/2 [==============================] - 0s 12ms/step >65, 235/693, d1=0.452, d2=0.508 g=4.177 2/2 [==============================] - 0s 11ms/step >65, 236/693, d1=0.525, d2=0.440 g=3.615 2/2 [==============================] - 0s 12ms/step >65, 237/693, d1=0.411, d2=0.203 g=2.453 2/2 [==============================] - 0s 11ms/step >65, 238/693, d1=0.422, d2=0.273 g=2.181 2/2 [==============================] - 0s 12ms/step >65, 239/693, d1=0.475, d2=0.378 g=3.199 2/2 [==============================] - 0s 13ms/step >65, 240/693, d1=0.375, d2=0.489 g=5.105 2/2 [==============================] - 0s 12ms/step >65, 241/693, d1=0.417, d2=0.373 g=3.596 2/2 [==============================] - 0s 13ms/step >65, 242/693, d1=0.470, d2=0.452 g=3.784 2/2 [==============================] - 0s 12ms/step >65, 243/693, d1=0.435, d2=0.247 g=2.622 2/2 [==============================] - 0s 11ms/step >65, 244/693, d1=0.402, d2=0.234 g=3.617 2/2 [==============================] - 0s 11ms/step >65, 245/693, d1=0.431, d2=0.319 g=4.217 2/2 [==============================] - 0s 12ms/step >65, 246/693, d1=0.425, d2=0.471 g=2.908 2/2 [==============================] - 0s 13ms/step >65, 247/693, d1=0.562, d2=0.332 g=3.825 2/2 [==============================] - 0s 12ms/step >65, 248/693, d1=0.476, d2=0.338 g=2.659 2/2 [==============================] - 0s 11ms/step >65, 249/693, d1=0.315, d2=0.282 g=4.244 2/2 [==============================] - 0s 12ms/step >65, 250/693, d1=0.318, d2=0.374 g=3.353 2/2 [==============================] - 0s 11ms/step >65, 251/693, d1=0.499, d2=0.315 g=3.520 2/2 [==============================] - 0s 11ms/step >65, 252/693, d1=0.370, d2=0.445 g=4.109 2/2 [==============================] - 0s 12ms/step >65, 253/693, d1=0.329, d2=0.260 g=2.619 2/2 [==============================] - 0s 12ms/step >65, 254/693, d1=0.377, d2=0.334 g=3.640 2/2 [==============================] - 0s 11ms/step >65, 255/693, d1=0.491, d2=0.243 g=2.847 2/2 [==============================] - 0s 11ms/step >65, 256/693, d1=0.483, d2=0.366 g=3.808 2/2 [==============================] - 0s 14ms/step >65, 257/693, d1=0.422, d2=0.360 g=2.623 2/2 [==============================] - 0s 13ms/step >65, 258/693, d1=0.466, d2=0.387 g=4.043 2/2 [==============================] - 0s 12ms/step >65, 259/693, d1=0.566, d2=0.347 g=3.211 2/2 [==============================] - 0s 11ms/step >65, 260/693, d1=0.431, d2=0.383 g=2.328 2/2 [==============================] - 0s 12ms/step >65, 261/693, d1=0.394, d2=0.363 g=2.805 2/2 [==============================] - 0s 11ms/step >65, 262/693, d1=0.275, d2=0.316 g=2.835 2/2 [==============================] - 0s 11ms/step >65, 263/693, d1=0.408, d2=0.337 g=2.183 2/2 [==============================] - 0s 11ms/step >65, 264/693, d1=0.398, d2=0.417 g=3.695 2/2 [==============================] - 0s 11ms/step >65, 265/693, d1=0.308, d2=0.207 g=3.618 2/2 [==============================] - 0s 14ms/step >65, 266/693, d1=0.382, d2=0.273 g=4.026 2/2 [==============================] - 0s 13ms/step >65, 267/693, d1=0.421, d2=0.313 g=2.970 2/2 [==============================] - 0s 11ms/step >65, 268/693, d1=0.494, d2=0.417 g=3.312 2/2 [==============================] - 0s 12ms/step >65, 269/693, d1=0.467, d2=0.272 g=2.917 2/2 [==============================] - 0s 12ms/step >65, 270/693, d1=0.469, d2=0.470 g=4.033 2/2 [==============================] - 0s 11ms/step >65, 271/693, d1=0.388, d2=0.312 g=2.294 2/2 [==============================] - 0s 12ms/step >65, 272/693, d1=0.426, d2=0.448 g=3.500 2/2 [==============================] - 0s 13ms/step >65, 273/693, d1=0.397, d2=0.280 g=3.677 2/2 [==============================] - 0s 12ms/step >65, 274/693, d1=0.444, d2=0.345 g=2.834 2/2 [==============================] - 0s 10ms/step >65, 275/693, d1=0.305, d2=0.252 g=3.347 2/2 [==============================] - 0s 13ms/step >65, 276/693, d1=0.459, d2=0.381 g=3.713 2/2 [==============================] - 0s 12ms/step >65, 277/693, d1=0.511, d2=0.335 g=2.884 2/2 [==============================] - 0s 13ms/step >65, 278/693, d1=0.482, d2=0.333 g=2.783 2/2 [==============================] - 0s 12ms/step >65, 279/693, d1=0.438, d2=0.338 g=4.312 2/2 [==============================] - 0s 11ms/step >65, 280/693, d1=0.403, d2=0.379 g=4.577 2/2 [==============================] - 0s 12ms/step >65, 281/693, d1=0.306, d2=0.242 g=3.522 2/2 [==============================] - 0s 12ms/step >65, 282/693, d1=0.464, d2=0.341 g=4.998 2/2 [==============================] - 0s 12ms/step >65, 283/693, d1=0.497, d2=0.334 g=4.802 2/2 [==============================] - 0s 11ms/step >65, 284/693, d1=0.327, d2=0.369 g=2.650 2/2 [==============================] - 0s 12ms/step >65, 285/693, d1=0.408, d2=0.320 g=3.464 2/2 [==============================] - 0s 12ms/step >65, 286/693, d1=0.528, d2=0.361 g=3.748 2/2 [==============================] - 0s 12ms/step >65, 287/693, d1=0.394, d2=0.284 g=4.018 2/2 [==============================] - 0s 11ms/step >65, 288/693, d1=0.398, d2=0.388 g=3.001 2/2 [==============================] - 0s 13ms/step >65, 289/693, d1=0.377, d2=0.419 g=4.175 2/2 [==============================] - 0s 12ms/step >65, 290/693, d1=0.367, d2=0.287 g=2.479 2/2 [==============================] - 0s 11ms/step >65, 291/693, d1=0.304, d2=0.277 g=3.670 2/2 [==============================] - 0s 11ms/step >65, 292/693, d1=0.422, d2=0.331 g=2.983 2/2 [==============================] - 0s 12ms/step >65, 293/693, d1=0.523, d2=0.349 g=2.325 2/2 [==============================] - 0s 11ms/step >65, 294/693, d1=0.319, d2=0.335 g=3.615 2/2 [==============================] - 0s 11ms/step >65, 295/693, d1=0.354, d2=0.332 g=2.799 2/2 [==============================] - 0s 12ms/step >65, 296/693, d1=0.419, d2=0.297 g=3.872 2/2 [==============================] - 0s 13ms/step >65, 297/693, d1=0.495, d2=0.387 g=3.487 2/2 [==============================] - 0s 12ms/step >65, 298/693, d1=0.425, d2=0.290 g=3.432 2/2 [==============================] - 0s 11ms/step >65, 299/693, d1=0.487, d2=0.527 g=4.505 2/2 [==============================] - 0s 12ms/step >65, 300/693, d1=0.378, d2=0.259 g=3.058 2/2 [==============================] - 0s 11ms/step >65, 301/693, d1=0.518, d2=0.387 g=2.222 2/2 [==============================] - 0s 14ms/step >65, 302/693, d1=0.332, d2=0.351 g=4.294 2/2 [==============================] - 0s 13ms/step >65, 303/693, d1=0.311, d2=0.322 g=2.702 2/2 [==============================] - 0s 12ms/step >65, 304/693, d1=0.407, d2=0.334 g=4.293 2/2 [==============================] - 0s 14ms/step >65, 305/693, d1=0.493, d2=0.318 g=2.400 2/2 [==============================] - 0s 12ms/step >65, 306/693, d1=0.525, d2=0.411 g=4.237 2/2 [==============================] - 0s 11ms/step >65, 307/693, d1=0.465, d2=0.369 g=3.825 2/2 [==============================] - 0s 12ms/step >65, 308/693, d1=0.229, d2=0.402 g=4.002 2/2 [==============================] - 0s 13ms/step >65, 309/693, d1=0.426, d2=0.400 g=4.795 2/2 [==============================] - 0s 12ms/step >65, 310/693, d1=0.327, d2=0.332 g=5.574 2/2 [==============================] - 0s 13ms/step >65, 311/693, d1=0.339, d2=0.272 g=2.232 2/2 [==============================] - 0s 12ms/step >65, 312/693, d1=0.479, d2=0.226 g=3.221 2/2 [==============================] - 0s 12ms/step >65, 313/693, d1=0.379, d2=0.307 g=4.342 2/2 [==============================] - 0s 12ms/step >65, 314/693, d1=0.424, d2=0.427 g=2.896 2/2 [==============================] - 0s 11ms/step >65, 315/693, d1=0.682, d2=0.442 g=2.943 2/2 [==============================] - 0s 12ms/step >65, 316/693, d1=0.398, d2=0.405 g=3.922 2/2 [==============================] - 0s 12ms/step >65, 317/693, d1=0.356, d2=0.347 g=3.015 2/2 [==============================] - 0s 11ms/step >65, 318/693, d1=0.432, d2=0.272 g=3.823 2/2 [==============================] - 0s 11ms/step >65, 319/693, d1=0.392, d2=0.329 g=4.193 2/2 [==============================] - 0s 12ms/step >65, 320/693, d1=0.530, d2=0.529 g=2.291 2/2 [==============================] - 0s 12ms/step >65, 321/693, d1=0.220, d2=0.257 g=3.879 2/2 [==============================] - 0s 12ms/step >65, 322/693, d1=0.528, d2=0.264 g=3.144 2/2 [==============================] - 0s 11ms/step >65, 323/693, d1=0.476, d2=0.470 g=4.683 2/2 [==============================] - 0s 12ms/step >65, 324/693, d1=0.432, d2=0.357 g=2.893 2/2 [==============================] - 0s 12ms/step >65, 325/693, d1=0.346, d2=0.412 g=2.695 2/2 [==============================] - 0s 11ms/step >65, 326/693, d1=0.472, d2=0.315 g=2.430 2/2 [==============================] - 0s 11ms/step >65, 327/693, d1=0.427, d2=0.399 g=2.894 2/2 [==============================] - 0s 11ms/step >65, 328/693, d1=0.331, d2=0.323 g=3.383 2/2 [==============================] - 0s 13ms/step >65, 329/693, d1=0.467, d2=0.413 g=3.842 2/2 [==============================] - 0s 12ms/step >65, 330/693, d1=0.454, d2=0.246 g=3.889 2/2 [==============================] - 0s 12ms/step >65, 331/693, d1=0.507, d2=0.258 g=3.087 2/2 [==============================] - 0s 12ms/step >65, 332/693, d1=0.462, d2=0.399 g=3.852 2/2 [==============================] - 0s 12ms/step >65, 333/693, d1=0.344, d2=0.352 g=3.343 2/2 [==============================] - 0s 14ms/step >65, 334/693, d1=0.451, d2=0.361 g=3.066 2/2 [==============================] - 0s 12ms/step >65, 335/693, d1=0.369, d2=0.389 g=3.337 2/2 [==============================] - 0s 12ms/step >65, 336/693, d1=0.307, d2=0.333 g=3.212 2/2 [==============================] - 0s 12ms/step >65, 337/693, d1=0.519, d2=0.288 g=3.103 2/2 [==============================] - 0s 13ms/step >65, 338/693, d1=0.382, d2=0.279 g=2.263 2/2 [==============================] - 0s 13ms/step >65, 339/693, d1=0.386, d2=0.410 g=2.295 2/2 [==============================] - 0s 12ms/step >65, 340/693, d1=0.289, d2=0.382 g=2.980 2/2 [==============================] - 0s 12ms/step >65, 341/693, d1=0.399, d2=0.302 g=3.298 2/2 [==============================] - 0s 12ms/step >65, 342/693, d1=0.356, d2=0.260 g=2.845 2/2 [==============================] - 0s 11ms/step >65, 343/693, d1=0.501, d2=0.311 g=3.355 2/2 [==============================] - 0s 13ms/step >65, 344/693, d1=0.416, d2=0.410 g=3.912 2/2 [==============================] - 0s 12ms/step >65, 345/693, d1=0.364, d2=0.430 g=3.506 2/2 [==============================] - 0s 10ms/step >65, 346/693, d1=0.454, d2=0.330 g=3.426 2/2 [==============================] - 0s 12ms/step >65, 347/693, d1=0.503, d2=0.326 g=3.681 2/2 [==============================] - 0s 11ms/step >65, 348/693, d1=0.466, d2=0.367 g=3.072 2/2 [==============================] - 0s 12ms/step >65, 349/693, d1=0.366, d2=0.347 g=2.789 2/2 [==============================] - 0s 12ms/step >65, 350/693, d1=0.518, d2=0.312 g=4.284 2/2 [==============================] - 0s 11ms/step >65, 351/693, d1=0.325, d2=0.373 g=3.190 2/2 [==============================] - 0s 12ms/step >65, 352/693, d1=0.351, d2=0.358 g=3.671 2/2 [==============================] - 0s 12ms/step >65, 353/693, d1=0.389, d2=0.277 g=3.315 2/2 [==============================] - 0s 13ms/step >65, 354/693, d1=0.448, d2=0.337 g=4.248 2/2 [==============================] - 0s 12ms/step >65, 355/693, d1=0.466, d2=0.236 g=2.331 2/2 [==============================] - 0s 12ms/step >65, 356/693, d1=0.446, d2=0.332 g=3.182 2/2 [==============================] - 0s 12ms/step >65, 357/693, d1=0.487, d2=0.391 g=3.658 2/2 [==============================] - 0s 12ms/step >65, 358/693, d1=0.369, d2=0.315 g=3.107 2/2 [==============================] - 0s 11ms/step >65, 359/693, d1=0.306, d2=0.336 g=3.886 2/2 [==============================] - 0s 12ms/step >65, 360/693, d1=0.582, d2=0.302 g=3.059 2/2 [==============================] - 0s 12ms/step >65, 361/693, d1=0.262, d2=0.376 g=3.794 2/2 [==============================] - 0s 15ms/step >65, 362/693, d1=0.355, d2=0.283 g=4.260 2/2 [==============================] - 0s 13ms/step >65, 363/693, d1=0.469, d2=0.443 g=2.861 2/2 [==============================] - 0s 11ms/step >65, 364/693, d1=0.496, d2=0.348 g=3.894 2/2 [==============================] - 0s 11ms/step >65, 365/693, d1=0.415, d2=0.268 g=3.021 2/2 [==============================] - 0s 13ms/step >65, 366/693, d1=0.365, d2=0.364 g=3.615 2/2 [==============================] - 0s 12ms/step >65, 367/693, d1=0.451, d2=0.367 g=2.564 2/2 [==============================] - 0s 11ms/step >65, 368/693, d1=0.441, d2=0.402 g=3.158 2/2 [==============================] - 0s 12ms/step >65, 369/693, d1=0.426, d2=0.392 g=2.645 2/2 [==============================] - 0s 11ms/step >65, 370/693, d1=0.397, d2=0.353 g=5.059 2/2 [==============================] - 0s 10ms/step >65, 371/693, d1=0.431, d2=0.428 g=2.674 2/2 [==============================] - 0s 12ms/step >65, 372/693, d1=0.367, d2=0.307 g=3.006 2/2 [==============================] - 0s 11ms/step >65, 373/693, d1=0.439, d2=0.336 g=3.014 2/2 [==============================] - 0s 12ms/step >65, 374/693, d1=0.483, d2=0.394 g=3.917 2/2 [==============================] - 0s 13ms/step >65, 375/693, d1=0.364, d2=0.367 g=3.532 2/2 [==============================] - 0s 11ms/step >65, 376/693, d1=0.345, d2=0.353 g=2.391 2/2 [==============================] - 0s 11ms/step >65, 377/693, d1=0.475, d2=0.314 g=3.690 2/2 [==============================] - 0s 11ms/step >65, 378/693, d1=0.441, d2=0.316 g=3.954 2/2 [==============================] - 0s 12ms/step >65, 379/693, d1=0.437, d2=0.353 g=2.406 2/2 [==============================] - 0s 12ms/step >65, 380/693, d1=0.325, d2=0.426 g=3.700 2/2 [==============================] - 0s 12ms/step >65, 381/693, d1=0.490, d2=0.320 g=4.243 2/2 [==============================] - 0s 11ms/step >65, 382/693, d1=0.324, d2=0.292 g=2.538 2/2 [==============================] - 0s 13ms/step >65, 383/693, d1=0.417, d2=0.296 g=3.405 2/2 [==============================] - 0s 11ms/step >65, 384/693, d1=0.351, d2=0.371 g=4.172 2/2 [==============================] - 0s 11ms/step >65, 385/693, d1=0.277, d2=0.371 g=4.048 2/2 [==============================] - 0s 13ms/step >65, 386/693, d1=0.419, d2=0.297 g=4.368 2/2 [==============================] - 0s 14ms/step >65, 387/693, d1=0.497, d2=0.271 g=4.141 2/2 [==============================] - 0s 11ms/step >65, 388/693, d1=0.356, d2=0.368 g=4.307 2/2 [==============================] - 0s 12ms/step >65, 389/693, d1=0.377, d2=0.328 g=3.671 2/2 [==============================] - 0s 14ms/step >65, 390/693, d1=0.393, d2=0.327 g=3.790 2/2 [==============================] - 0s 12ms/step >65, 391/693, d1=0.445, d2=0.305 g=2.769 2/2 [==============================] - 0s 11ms/step >65, 392/693, d1=0.343, d2=0.331 g=3.001 2/2 [==============================] - 0s 11ms/step >65, 393/693, d1=0.413, d2=0.363 g=2.731 2/2 [==============================] - 0s 11ms/step >65, 394/693, d1=0.491, d2=0.477 g=2.521 2/2 [==============================] - 0s 12ms/step >65, 395/693, d1=0.301, d2=0.248 g=2.551 2/2 [==============================] - 0s 12ms/step >65, 396/693, d1=0.520, d2=0.373 g=2.514 2/2 [==============================] - 0s 11ms/step >65, 397/693, d1=0.334, d2=0.366 g=2.368 2/2 [==============================] - 0s 12ms/step >65, 398/693, d1=0.404, d2=0.324 g=4.943 2/2 [==============================] - 0s 12ms/step >65, 399/693, d1=0.410, d2=0.273 g=3.977 2/2 [==============================] - 0s 12ms/step >65, 400/693, d1=0.340, d2=0.320 g=5.871 2/2 [==============================] - 0s 13ms/step >65, 401/693, d1=0.444, d2=0.401 g=3.538 2/2 [==============================] - 0s 11ms/step >65, 402/693, d1=0.412, d2=0.360 g=3.334 2/2 [==============================] - 0s 11ms/step >65, 403/693, d1=0.398, d2=0.352 g=3.655 2/2 [==============================] - 0s 11ms/step >65, 404/693, d1=0.275, d2=0.301 g=3.743 2/2 [==============================] - 0s 12ms/step >65, 405/693, d1=0.487, d2=0.342 g=3.094 2/2 [==============================] - 0s 11ms/step >65, 406/693, d1=0.554, d2=0.284 g=2.646 2/2 [==============================] - 0s 12ms/step >65, 407/693, d1=0.379, d2=0.474 g=2.742 2/2 [==============================] - 0s 11ms/step >65, 408/693, d1=0.398, d2=0.313 g=3.704 2/2 [==============================] - 0s 12ms/step >65, 409/693, d1=0.458, d2=0.273 g=3.223 2/2 [==============================] - 0s 12ms/step >65, 410/693, d1=0.286, d2=0.287 g=4.076 2/2 [==============================] - 0s 12ms/step >65, 411/693, d1=0.403, d2=0.367 g=2.478 2/2 [==============================] - 0s 12ms/step >65, 412/693, d1=0.440, d2=0.296 g=2.488 2/2 [==============================] - 0s 13ms/step >65, 413/693, d1=0.459, d2=0.355 g=3.385 2/2 [==============================] - 0s 12ms/step >65, 414/693, d1=0.435, d2=0.338 g=3.027 2/2 [==============================] - 0s 12ms/step >65, 415/693, d1=0.280, d2=0.325 g=3.155 2/2 [==============================] - 0s 12ms/step >65, 416/693, d1=0.400, d2=0.296 g=2.872 2/2 [==============================] - 0s 11ms/step >65, 417/693, d1=0.375, d2=0.344 g=3.857 2/2 [==============================] - 0s 11ms/step >65, 418/693, d1=0.302, d2=0.261 g=3.399 2/2 [==============================] - 0s 11ms/step >65, 419/693, d1=0.474, d2=0.296 g=2.993 2/2 [==============================] - 0s 15ms/step >65, 420/693, d1=0.405, d2=0.267 g=4.287 2/2 [==============================] - 0s 11ms/step >65, 421/693, d1=0.449, d2=0.314 g=2.571 2/2 [==============================] - 0s 12ms/step >65, 422/693, d1=0.254, d2=0.294 g=4.428 2/2 [==============================] - 0s 12ms/step >65, 423/693, d1=0.510, d2=0.315 g=3.344 2/2 [==============================] - 0s 11ms/step >65, 424/693, d1=0.374, d2=0.296 g=3.806 2/2 [==============================] - 0s 12ms/step >65, 425/693, d1=0.458, d2=0.278 g=3.748 2/2 [==============================] - 0s 11ms/step >65, 426/693, d1=0.411, d2=0.212 g=4.047 2/2 [==============================] - 0s 13ms/step >65, 427/693, d1=0.358, d2=0.478 g=2.699 2/2 [==============================] - 0s 12ms/step >65, 428/693, d1=0.267, d2=0.284 g=3.672 2/2 [==============================] - 0s 11ms/step >65, 429/693, d1=0.407, d2=0.332 g=4.065 2/2 [==============================] - 0s 12ms/step >65, 430/693, d1=0.468, d2=0.480 g=2.854 2/2 [==============================] - 0s 12ms/step >65, 431/693, d1=0.253, d2=0.364 g=4.211 2/2 [==============================] - 0s 12ms/step >65, 432/693, d1=0.421, d2=0.285 g=3.154 2/2 [==============================] - 0s 12ms/step >65, 433/693, d1=0.240, d2=0.335 g=2.763 2/2 [==============================] - 0s 13ms/step >65, 434/693, d1=0.412, d2=0.382 g=3.414 2/2 [==============================] - 0s 12ms/step >65, 435/693, d1=0.420, d2=0.271 g=4.016 2/2 [==============================] - 0s 12ms/step >65, 436/693, d1=0.620, d2=0.371 g=3.058 2/2 [==============================] - 0s 13ms/step >65, 437/693, d1=0.437, d2=0.531 g=3.517 2/2 [==============================] - 0s 12ms/step >65, 438/693, d1=0.373, d2=0.369 g=3.855 2/2 [==============================] - 0s 12ms/step >65, 439/693, d1=0.480, d2=0.257 g=3.473 2/2 [==============================] - 0s 12ms/step >65, 440/693, d1=0.390, d2=0.360 g=4.381 2/2 [==============================] - 0s 12ms/step >65, 441/693, d1=0.420, d2=0.353 g=4.077 2/2 [==============================] - 0s 12ms/step >65, 442/693, d1=0.367, d2=0.316 g=3.596 2/2 [==============================] - 0s 12ms/step >65, 443/693, d1=0.356, d2=0.335 g=2.260 2/2 [==============================] - 0s 12ms/step >65, 444/693, d1=0.397, d2=0.393 g=4.122 2/2 [==============================] - 0s 12ms/step >65, 445/693, d1=0.284, d2=0.252 g=3.158 2/2 [==============================] - 0s 16ms/step >65, 446/693, d1=0.593, d2=0.431 g=3.239 2/2 [==============================] - 0s 13ms/step >65, 447/693, d1=0.382, d2=0.321 g=3.970 2/2 [==============================] - 0s 11ms/step >65, 448/693, d1=0.503, d2=0.305 g=2.626 2/2 [==============================] - 0s 12ms/step >65, 449/693, d1=0.431, d2=0.321 g=3.331 2/2 [==============================] - 0s 12ms/step >65, 450/693, d1=0.431, d2=0.354 g=2.641 2/2 [==============================] - 0s 12ms/step >65, 451/693, d1=0.362, d2=0.399 g=4.233 2/2 [==============================] - 0s 12ms/step >65, 452/693, d1=0.516, d2=0.343 g=3.556 2/2 [==============================] - 0s 12ms/step >65, 453/693, d1=0.245, d2=0.371 g=3.636 2/2 [==============================] - 0s 12ms/step >65, 454/693, d1=0.372, d2=0.297 g=2.569 2/2 [==============================] - 0s 12ms/step >65, 455/693, d1=0.535, d2=0.375 g=3.148 2/2 [==============================] - 0s 13ms/step >65, 456/693, d1=0.248, d2=0.240 g=4.206 2/2 [==============================] - 0s 11ms/step >65, 457/693, d1=0.420, d2=0.286 g=3.511 2/2 [==============================] - 0s 12ms/step >65, 458/693, d1=0.478, d2=0.356 g=4.449 2/2 [==============================] - 0s 13ms/step >65, 459/693, d1=0.495, d2=0.289 g=3.113 2/2 [==============================] - 0s 12ms/step >65, 460/693, d1=0.410, d2=0.528 g=2.374 2/2 [==============================] - 0s 12ms/step >65, 461/693, d1=0.340, d2=0.284 g=3.726 2/2 [==============================] - 0s 12ms/step >65, 462/693, d1=0.371, d2=0.281 g=3.692 2/2 [==============================] - 0s 12ms/step >65, 463/693, d1=0.515, d2=0.375 g=2.352 2/2 [==============================] - 0s 15ms/step >65, 464/693, d1=0.388, d2=0.408 g=3.341 2/2 [==============================] - 0s 12ms/step >65, 465/693, d1=0.440, d2=0.478 g=2.436 2/2 [==============================] - 0s 12ms/step >65, 466/693, d1=0.459, d2=0.301 g=2.750 2/2 [==============================] - 0s 13ms/step >65, 467/693, d1=0.430, d2=0.398 g=3.585 2/2 [==============================] - 0s 10ms/step >65, 468/693, d1=0.418, d2=0.353 g=3.214 2/2 [==============================] - 0s 12ms/step >65, 469/693, d1=0.534, d2=0.275 g=3.064 2/2 [==============================] - 0s 13ms/step >65, 470/693, d1=0.433, d2=0.392 g=2.451 2/2 [==============================] - 0s 12ms/step >65, 471/693, d1=0.426, d2=0.394 g=3.393 2/2 [==============================] - 0s 12ms/step >65, 472/693, d1=0.479, d2=0.367 g=3.548 2/2 [==============================] - 0s 11ms/step >65, 473/693, d1=0.495, d2=0.292 g=3.290 2/2 [==============================] - 0s 12ms/step >65, 474/693, d1=0.442, d2=0.313 g=3.784 2/2 [==============================] - 0s 12ms/step >65, 475/693, d1=0.380, d2=0.407 g=3.554 2/2 [==============================] - 0s 11ms/step >65, 476/693, d1=0.285, d2=0.424 g=4.412 2/2 [==============================] - 0s 12ms/step >65, 477/693, d1=0.502, d2=0.316 g=3.408 2/2 [==============================] - 0s 12ms/step >65, 478/693, d1=0.545, d2=0.309 g=3.356 2/2 [==============================] - 0s 13ms/step >65, 479/693, d1=0.240, d2=0.334 g=3.535 2/2 [==============================] - 0s 14ms/step >65, 480/693, d1=0.318, d2=0.311 g=2.541 2/2 [==============================] - 0s 12ms/step >65, 481/693, d1=0.235, d2=0.370 g=3.447 2/2 [==============================] - 0s 12ms/step >65, 482/693, d1=0.427, d2=0.242 g=4.375 2/2 [==============================] - 0s 13ms/step >65, 483/693, d1=0.356, d2=0.386 g=3.533 2/2 [==============================] - 0s 11ms/step >65, 484/693, d1=0.601, d2=0.261 g=3.492 2/2 [==============================] - 0s 12ms/step >65, 485/693, d1=0.390, d2=0.337 g=4.585 2/2 [==============================] - 0s 13ms/step >65, 486/693, d1=0.398, d2=0.406 g=3.349 2/2 [==============================] - 0s 12ms/step >65, 487/693, d1=0.352, d2=0.382 g=2.374 2/2 [==============================] - 0s 13ms/step >65, 488/693, d1=0.471, d2=0.272 g=3.260 2/2 [==============================] - 0s 12ms/step >65, 489/693, d1=0.418, d2=0.370 g=3.074 2/2 [==============================] - 0s 12ms/step >65, 490/693, d1=0.400, d2=0.342 g=3.556 2/2 [==============================] - 0s 11ms/step >65, 491/693, d1=0.398, d2=0.300 g=3.744 2/2 [==============================] - 0s 12ms/step >65, 492/693, d1=0.455, d2=0.327 g=3.846 2/2 [==============================] - 0s 12ms/step >65, 493/693, d1=0.523, d2=0.290 g=4.007 2/2 [==============================] - 0s 11ms/step >65, 494/693, d1=0.455, d2=0.331 g=2.947 2/2 [==============================] - 0s 11ms/step >65, 495/693, d1=0.293, d2=0.409 g=3.893 2/2 [==============================] - 0s 12ms/step >65, 496/693, d1=0.303, d2=0.319 g=4.480 2/2 [==============================] - 0s 11ms/step >65, 497/693, d1=0.431, d2=0.270 g=4.169 2/2 [==============================] - 0s 12ms/step >65, 498/693, d1=0.461, d2=0.226 g=3.221 2/2 [==============================] - 0s 12ms/step >65, 499/693, d1=0.394, d2=0.494 g=3.051 2/2 [==============================] - 0s 12ms/step >65, 500/693, d1=0.337, d2=0.417 g=3.814 2/2 [==============================] - 0s 11ms/step >65, 501/693, d1=0.406, d2=0.254 g=3.862 2/2 [==============================] - 0s 14ms/step >65, 502/693, d1=0.461, d2=0.277 g=2.702 2/2 [==============================] - 0s 12ms/step >65, 503/693, d1=0.453, d2=0.367 g=3.569 2/2 [==============================] - 0s 12ms/step >65, 504/693, d1=0.381, d2=0.419 g=3.496 2/2 [==============================] - 0s 11ms/step >65, 505/693, d1=0.357, d2=0.234 g=4.386 2/2 [==============================] - 0s 12ms/step >65, 506/693, d1=0.333, d2=0.426 g=2.576 2/2 [==============================] - 0s 12ms/step >65, 507/693, d1=0.334, d2=0.279 g=3.475 2/2 [==============================] - 0s 11ms/step >65, 508/693, d1=0.365, d2=0.313 g=3.399 2/2 [==============================] - 0s 12ms/step >65, 509/693, d1=0.300, d2=0.249 g=3.405 2/2 [==============================] - 0s 13ms/step >65, 510/693, d1=0.502, d2=0.361 g=3.763 2/2 [==============================] - 0s 11ms/step >65, 511/693, d1=0.245, d2=0.368 g=3.805 2/2 [==============================] - 0s 11ms/step >65, 512/693, d1=0.542, d2=0.261 g=2.837 2/2 [==============================] - 0s 13ms/step >65, 513/693, d1=0.462, d2=0.342 g=3.531 2/2 [==============================] - 0s 11ms/step >65, 514/693, d1=0.271, d2=0.377 g=2.891 2/2 [==============================] - 0s 11ms/step >65, 515/693, d1=0.266, d2=0.361 g=3.511 2/2 [==============================] - 0s 10ms/step >65, 516/693, d1=0.579, d2=0.221 g=3.831 2/2 [==============================] - 0s 12ms/step >65, 517/693, d1=0.304, d2=0.239 g=2.100 2/2 [==============================] - 0s 11ms/step >65, 518/693, d1=0.419, d2=0.268 g=2.205 2/2 [==============================] - 0s 12ms/step >65, 519/693, d1=0.377, d2=0.508 g=2.439 2/2 [==============================] - 0s 11ms/step >65, 520/693, d1=0.365, d2=0.267 g=3.669 2/2 [==============================] - 0s 11ms/step >65, 521/693, d1=0.346, d2=0.368 g=3.507 2/2 [==============================] - 0s 11ms/step >65, 522/693, d1=0.366, d2=0.317 g=3.716 2/2 [==============================] - 0s 11ms/step >65, 523/693, d1=0.290, d2=0.358 g=3.612 2/2 [==============================] - 0s 13ms/step >65, 524/693, d1=0.363, d2=0.320 g=2.363 2/2 [==============================] - 0s 15ms/step >65, 525/693, d1=0.482, d2=0.284 g=3.720 2/2 [==============================] - 0s 12ms/step >65, 526/693, d1=0.450, d2=0.354 g=2.606 2/2 [==============================] - 0s 12ms/step >65, 527/693, d1=0.519, d2=0.309 g=3.006 2/2 [==============================] - 0s 11ms/step >65, 528/693, d1=0.434, d2=0.281 g=2.648 2/2 [==============================] - 0s 12ms/step >65, 529/693, d1=0.329, d2=0.419 g=3.510 2/2 [==============================] - 0s 12ms/step >65, 530/693, d1=0.329, d2=0.461 g=3.316 2/2 [==============================] - 0s 12ms/step >65, 531/693, d1=0.427, d2=0.254 g=3.157 2/2 [==============================] - 0s 12ms/step >65, 532/693, d1=0.458, d2=0.381 g=3.291 2/2 [==============================] - 0s 12ms/step >65, 533/693, d1=0.528, d2=0.354 g=3.768 2/2 [==============================] - 0s 12ms/step >65, 534/693, d1=0.588, d2=0.366 g=3.459 2/2 [==============================] - 0s 12ms/step >65, 535/693, d1=0.462, d2=0.489 g=4.132 2/2 [==============================] - 0s 12ms/step >65, 536/693, d1=0.522, d2=0.369 g=2.998 2/2 [==============================] - 0s 11ms/step >65, 537/693, d1=0.397, d2=0.346 g=2.579 2/2 [==============================] - 0s 12ms/step >65, 538/693, d1=0.377, d2=0.303 g=3.834 2/2 [==============================] - 0s 10ms/step >65, 539/693, d1=0.397, d2=0.421 g=3.071 2/2 [==============================] - 0s 11ms/step >65, 540/693, d1=0.330, d2=0.340 g=2.804 2/2 [==============================] - 0s 11ms/step >65, 541/693, d1=0.411, d2=0.398 g=2.863 2/2 [==============================] - 0s 11ms/step >65, 542/693, d1=0.348, d2=0.246 g=2.651 2/2 [==============================] - 0s 12ms/step >65, 543/693, d1=0.471, d2=0.569 g=3.587 2/2 [==============================] - 0s 12ms/step >65, 544/693, d1=0.411, d2=0.268 g=3.078 2/2 [==============================] - 0s 14ms/step >65, 545/693, d1=0.398, d2=0.352 g=4.262 2/2 [==============================] - 0s 12ms/step >65, 546/693, d1=0.425, d2=0.279 g=3.253 2/2 [==============================] - 0s 12ms/step >65, 547/693, d1=0.355, d2=0.318 g=4.377 2/2 [==============================] - 0s 13ms/step >65, 548/693, d1=0.396, d2=0.427 g=4.390 2/2 [==============================] - 0s 10ms/step >65, 549/693, d1=0.447, d2=0.278 g=5.081 2/2 [==============================] - 0s 12ms/step >65, 550/693, d1=0.377, d2=0.251 g=3.820 2/2 [==============================] - 0s 11ms/step >65, 551/693, d1=0.405, d2=0.317 g=4.499 2/2 [==============================] - 0s 12ms/step >65, 552/693, d1=0.389, d2=0.438 g=2.648 2/2 [==============================] - 0s 11ms/step >65, 553/693, d1=0.532, d2=0.364 g=3.926 2/2 [==============================] - 0s 11ms/step >65, 554/693, d1=0.451, d2=0.377 g=2.450 2/2 [==============================] - 0s 12ms/step >65, 555/693, d1=0.278, d2=0.273 g=2.678 2/2 [==============================] - 0s 11ms/step >65, 556/693, d1=0.479, d2=0.371 g=3.199 2/2 [==============================] - 0s 11ms/step >65, 557/693, d1=0.422, d2=0.270 g=4.016 2/2 [==============================] - 0s 11ms/step >65, 558/693, d1=0.463, d2=0.311 g=3.000 2/2 [==============================] - 0s 11ms/step >65, 559/693, d1=0.344, d2=0.423 g=3.414 2/2 [==============================] - 0s 12ms/step >65, 560/693, d1=0.352, d2=0.296 g=3.303 2/2 [==============================] - 0s 17ms/step >65, 561/693, d1=0.392, d2=0.353 g=2.925 2/2 [==============================] - 0s 12ms/step >65, 562/693, d1=0.525, d2=0.296 g=3.982 2/2 [==============================] - 0s 12ms/step >65, 563/693, d1=0.367, d2=0.446 g=3.465 2/2 [==============================] - 0s 12ms/step >65, 564/693, d1=0.410, d2=0.363 g=4.183 2/2 [==============================] - 0s 12ms/step >65, 565/693, d1=0.434, d2=0.261 g=3.041 2/2 [==============================] - 0s 12ms/step >65, 566/693, d1=0.435, d2=0.358 g=4.132 2/2 [==============================] - 0s 12ms/step >65, 567/693, d1=0.467, d2=0.285 g=3.311 2/2 [==============================] - 0s 11ms/step >65, 568/693, d1=0.404, d2=0.355 g=3.008 2/2 [==============================] - 0s 11ms/step >65, 569/693, d1=0.458, d2=0.366 g=4.463 2/2 [==============================] - 0s 11ms/step >65, 570/693, d1=0.459, d2=0.373 g=3.415 2/2 [==============================] - 0s 11ms/step >65, 571/693, d1=0.553, d2=0.328 g=4.445 2/2 [==============================] - 0s 12ms/step >65, 572/693, d1=0.329, d2=0.334 g=3.493 2/2 [==============================] - 0s 11ms/step >65, 573/693, d1=0.418, d2=0.315 g=3.490 2/2 [==============================] - 0s 11ms/step >65, 574/693, d1=0.280, d2=0.391 g=3.185 2/2 [==============================] - 0s 12ms/step >65, 575/693, d1=0.404, d2=0.402 g=3.349 2/2 [==============================] - 0s 12ms/step >65, 576/693, d1=0.470, d2=0.298 g=3.170 2/2 [==============================] - 0s 11ms/step >65, 577/693, d1=0.324, d2=0.291 g=3.611 2/2 [==============================] - 0s 14ms/step >65, 578/693, d1=0.278, d2=0.308 g=4.021 2/2 [==============================] - 0s 12ms/step >65, 579/693, d1=0.447, d2=0.338 g=3.978 2/2 [==============================] - 0s 11ms/step >65, 580/693, d1=0.466, d2=0.332 g=4.080 2/2 [==============================] - 0s 12ms/step >65, 581/693, d1=0.469, d2=0.269 g=2.672 2/2 [==============================] - 0s 12ms/step >65, 582/693, d1=0.325, d2=0.376 g=3.973 2/2 [==============================] - 0s 12ms/step >65, 583/693, d1=0.334, d2=0.289 g=3.836 2/2 [==============================] - 0s 12ms/step >65, 584/693, d1=0.473, d2=0.372 g=3.517 2/2 [==============================] - 0s 13ms/step >65, 585/693, d1=0.433, d2=0.278 g=4.547 2/2 [==============================] - 0s 11ms/step >65, 586/693, d1=0.409, d2=0.409 g=2.384 2/2 [==============================] - 0s 12ms/step >65, 587/693, d1=0.323, d2=0.366 g=4.075 2/2 [==============================] - 0s 13ms/step >65, 588/693, d1=0.405, d2=0.255 g=3.849 2/2 [==============================] - 0s 12ms/step >65, 589/693, d1=0.347, d2=0.319 g=2.807 2/2 [==============================] - 0s 11ms/step >65, 590/693, d1=0.507, d2=0.376 g=3.663 2/2 [==============================] - 0s 12ms/step >65, 591/693, d1=0.574, d2=0.312 g=2.717 2/2 [==============================] - 0s 11ms/step >65, 592/693, d1=0.320, d2=0.251 g=3.242 2/2 [==============================] - 0s 12ms/step >65, 593/693, d1=0.293, d2=0.292 g=3.331 2/2 [==============================] - 0s 11ms/step >65, 594/693, d1=0.416, d2=0.349 g=4.394 2/2 [==============================] - 0s 11ms/step >65, 595/693, d1=0.447, d2=0.373 g=3.143 2/2 [==============================] - 0s 12ms/step >65, 596/693, d1=0.443, d2=0.303 g=4.879 2/2 [==============================] - 0s 12ms/step >65, 597/693, d1=0.337, d2=0.330 g=2.475 2/2 [==============================] - 0s 11ms/step >65, 598/693, d1=0.446, d2=0.294 g=2.857 2/2 [==============================] - 0s 13ms/step >65, 599/693, d1=0.470, d2=0.342 g=2.954 2/2 [==============================] - 0s 12ms/step >65, 600/693, d1=0.469, d2=0.306 g=3.336 2/2 [==============================] - 0s 11ms/step >65, 601/693, d1=0.373, d2=0.400 g=2.540 2/2 [==============================] - 0s 13ms/step >65, 602/693, d1=0.455, d2=0.343 g=2.194 2/2 [==============================] - 0s 13ms/step >65, 603/693, d1=0.280, d2=0.378 g=3.059 2/2 [==============================] - 0s 12ms/step >65, 604/693, d1=0.487, d2=0.267 g=2.954 2/2 [==============================] - 0s 12ms/step >65, 605/693, d1=0.522, d2=0.399 g=2.959 2/2 [==============================] - 0s 12ms/step >65, 606/693, d1=0.257, d2=0.372 g=2.984 2/2 [==============================] - 0s 12ms/step >65, 607/693, d1=0.506, d2=0.393 g=3.928 2/2 [==============================] - 0s 14ms/step >65, 608/693, d1=0.293, d2=0.273 g=4.983 2/2 [==============================] - 0s 11ms/step >65, 609/693, d1=0.407, d2=0.380 g=3.903 2/2 [==============================] - 0s 12ms/step >65, 610/693, d1=0.517, d2=0.276 g=2.655 2/2 [==============================] - 0s 11ms/step >65, 611/693, d1=0.342, d2=0.369 g=3.235 2/2 [==============================] - 0s 11ms/step >65, 612/693, d1=0.470, d2=0.318 g=4.629 2/2 [==============================] - 0s 11ms/step >65, 613/693, d1=0.314, d2=0.366 g=2.938 2/2 [==============================] - 0s 12ms/step >65, 614/693, d1=0.343, d2=0.277 g=3.202 2/2 [==============================] - 0s 12ms/step >65, 615/693, d1=0.467, d2=0.390 g=3.546 2/2 [==============================] - 0s 12ms/step >65, 616/693, d1=0.525, d2=0.303 g=5.116 2/2 [==============================] - 0s 12ms/step >65, 617/693, d1=0.360, d2=0.356 g=3.354 2/2 [==============================] - 0s 12ms/step >65, 618/693, d1=0.540, d2=0.340 g=3.665 2/2 [==============================] - 0s 11ms/step >65, 619/693, d1=0.417, d2=0.426 g=2.727 2/2 [==============================] - 0s 13ms/step >65, 620/693, d1=0.348, d2=0.315 g=3.496 2/2 [==============================] - 0s 12ms/step >65, 621/693, d1=0.471, d2=0.320 g=3.419 2/2 [==============================] - 0s 11ms/step >65, 622/693, d1=0.279, d2=0.329 g=5.055 2/2 [==============================] - 0s 11ms/step >65, 623/693, d1=0.332, d2=0.320 g=4.608 2/2 [==============================] - 0s 12ms/step >65, 624/693, d1=0.456, d2=0.321 g=4.420 2/2 [==============================] - 0s 12ms/step >65, 625/693, d1=0.474, d2=0.319 g=3.779 2/2 [==============================] - 0s 13ms/step >65, 626/693, d1=0.475, d2=0.300 g=2.635 2/2 [==============================] - 0s 13ms/step >65, 627/693, d1=0.473, d2=0.433 g=3.298 2/2 [==============================] - 0s 12ms/step >65, 628/693, d1=0.368, d2=0.279 g=2.885 2/2 [==============================] - 0s 12ms/step >65, 629/693, d1=0.345, d2=0.361 g=2.373 2/2 [==============================] - 0s 12ms/step >65, 630/693, d1=0.358, d2=0.441 g=3.362 2/2 [==============================] - 0s 11ms/step >65, 631/693, d1=0.518, d2=0.322 g=3.230 2/2 [==============================] - 0s 12ms/step >65, 632/693, d1=0.427, d2=0.294 g=4.174 2/2 [==============================] - 0s 12ms/step >65, 633/693, d1=0.408, d2=0.300 g=3.546 2/2 [==============================] - 0s 11ms/step >65, 634/693, d1=0.240, d2=0.361 g=2.953 2/2 [==============================] - 0s 11ms/step >65, 635/693, d1=0.496, d2=0.231 g=3.238 2/2 [==============================] - 0s 14ms/step >65, 636/693, d1=0.398, d2=0.415 g=3.233 2/2 [==============================] - 0s 11ms/step >65, 637/693, d1=0.568, d2=0.411 g=3.584 2/2 [==============================] - 0s 12ms/step >65, 638/693, d1=0.402, d2=0.239 g=2.748 2/2 [==============================] - 0s 11ms/step >65, 639/693, d1=0.361, d2=0.324 g=1.750 2/2 [==============================] - 0s 12ms/step >65, 640/693, d1=0.511, d2=0.319 g=3.019 2/2 [==============================] - 0s 13ms/step >65, 641/693, d1=0.331, d2=0.389 g=3.008 2/2 [==============================] - 0s 12ms/step >65, 642/693, d1=0.280, d2=0.353 g=2.758 2/2 [==============================] - 0s 13ms/step >65, 643/693, d1=0.434, d2=0.318 g=2.523 2/2 [==============================] - 0s 12ms/step >65, 644/693, d1=0.497, d2=0.289 g=2.534 2/2 [==============================] - 0s 11ms/step >65, 645/693, d1=0.299, d2=0.343 g=4.071 2/2 [==============================] - 0s 12ms/step >65, 646/693, d1=0.456, d2=0.273 g=3.124 2/2 [==============================] - 0s 12ms/step >65, 647/693, d1=0.538, d2=0.372 g=3.989 2/2 [==============================] - 0s 12ms/step >65, 648/693, d1=0.469, d2=0.311 g=2.913 2/2 [==============================] - 0s 12ms/step >65, 649/693, d1=0.363, d2=0.319 g=4.172 2/2 [==============================] - 0s 12ms/step >65, 650/693, d1=0.438, d2=0.300 g=3.841 2/2 [==============================] - 0s 12ms/step >65, 651/693, d1=0.234, d2=0.352 g=3.240 2/2 [==============================] - 0s 12ms/step >65, 652/693, d1=0.412, d2=0.268 g=2.628 2/2 [==============================] - 0s 12ms/step >65, 653/693, d1=0.347, d2=0.345 g=3.234 2/2 [==============================] - 0s 12ms/step >65, 654/693, d1=0.398, d2=0.306 g=2.699 2/2 [==============================] - 0s 12ms/step >65, 655/693, d1=0.380, d2=0.356 g=4.082 2/2 [==============================] - 0s 13ms/step >65, 656/693, d1=0.385, d2=0.300 g=3.889 2/2 [==============================] - 0s 12ms/step >65, 657/693, d1=0.394, d2=0.374 g=2.291 2/2 [==============================] - 0s 12ms/step >65, 658/693, d1=0.299, d2=0.313 g=2.888 2/2 [==============================] - 0s 11ms/step >65, 659/693, d1=0.364, d2=0.300 g=3.849 2/2 [==============================] - 0s 13ms/step >65, 660/693, d1=0.534, d2=0.391 g=5.703 2/2 [==============================] - 0s 11ms/step >65, 661/693, d1=0.359, d2=0.329 g=3.663 2/2 [==============================] - 0s 12ms/step >65, 662/693, d1=0.346, d2=0.251 g=4.049 2/2 [==============================] - 0s 13ms/step >65, 663/693, d1=0.422, d2=0.388 g=2.754 2/2 [==============================] - 0s 14ms/step >65, 664/693, d1=0.514, d2=0.275 g=3.549 2/2 [==============================] - 0s 12ms/step >65, 665/693, d1=0.368, d2=0.322 g=4.127 2/2 [==============================] - 0s 12ms/step >65, 666/693, d1=0.423, d2=0.357 g=3.094 2/2 [==============================] - 0s 11ms/step >65, 667/693, d1=0.349, d2=0.307 g=2.919 2/2 [==============================] - 0s 12ms/step >65, 668/693, d1=0.336, d2=0.368 g=2.383 2/2 [==============================] - 0s 13ms/step >65, 669/693, d1=0.367, d2=0.318 g=3.412 2/2 [==============================] - 0s 12ms/step >65, 670/693, d1=0.273, d2=0.429 g=2.609 2/2 [==============================] - 0s 12ms/step >65, 671/693, d1=0.528, d2=0.262 g=3.809 2/2 [==============================] - 0s 12ms/step >65, 672/693, d1=0.436, d2=0.266 g=3.272 2/2 [==============================] - 0s 13ms/step >65, 673/693, d1=0.337, d2=0.380 g=3.297 2/2 [==============================] - 0s 11ms/step >65, 674/693, d1=0.386, d2=0.385 g=3.681 2/2 [==============================] - 0s 13ms/step >65, 675/693, d1=0.337, d2=0.300 g=3.846 2/2 [==============================] - 0s 12ms/step >65, 676/693, d1=0.439, d2=0.281 g=2.784 2/2 [==============================] - 0s 13ms/step >65, 677/693, d1=0.413, d2=0.336 g=2.662 2/2 [==============================] - 0s 12ms/step >65, 678/693, d1=0.355, d2=0.378 g=3.491 2/2 [==============================] - 0s 13ms/step >65, 679/693, d1=0.378, d2=0.419 g=3.179 2/2 [==============================] - 0s 13ms/step >65, 680/693, d1=0.495, d2=0.236 g=2.484 2/2 [==============================] - 0s 11ms/step >65, 681/693, d1=0.370, d2=0.356 g=2.843 2/2 [==============================] - 0s 14ms/step >65, 682/693, d1=0.438, d2=0.258 g=2.393 2/2 [==============================] - 0s 12ms/step >65, 683/693, d1=0.488, d2=0.305 g=4.529 2/2 [==============================] - 0s 12ms/step >65, 684/693, d1=0.510, d2=0.452 g=3.759 2/2 [==============================] - 0s 12ms/step >65, 685/693, d1=0.448, d2=0.333 g=3.047 2/2 [==============================] - 0s 11ms/step >65, 686/693, d1=0.287, d2=0.276 g=2.696 2/2 [==============================] - 0s 16ms/step >65, 687/693, d1=0.347, d2=0.297 g=2.862 2/2 [==============================] - 0s 13ms/step >65, 688/693, d1=0.314, d2=0.321 g=3.102 2/2 [==============================] - 0s 13ms/step >65, 689/693, d1=0.418, d2=0.508 g=4.015 2/2 [==============================] - 0s 12ms/step >65, 690/693, d1=0.445, d2=0.264 g=3.798 2/2 [==============================] - 0s 13ms/step >65, 691/693, d1=0.355, d2=0.391 g=3.047 2/2 [==============================] - 0s 12ms/step >65, 692/693, d1=0.335, d2=0.206 g=4.228 2/2 [==============================] - 0s 12ms/step >65, 693/693, d1=0.359, d2=0.295 g=2.408 2/2 [==============================] - 0s 12ms/step >66, 1/693, d1=0.442, d2=0.392 g=3.076 2/2 [==============================] - 0s 12ms/step >66, 2/693, d1=0.674, d2=0.344 g=3.067 2/2 [==============================] - 0s 13ms/step >66, 3/693, d1=0.317, d2=0.413 g=3.063 2/2 [==============================] - 0s 11ms/step >66, 4/693, d1=0.407, d2=0.369 g=2.930 2/2 [==============================] - 0s 11ms/step >66, 5/693, d1=0.608, d2=0.365 g=2.611 2/2 [==============================] - 0s 12ms/step >66, 6/693, d1=0.490, d2=0.457 g=3.272 2/2 [==============================] - 0s 11ms/step >66, 7/693, d1=0.416, d2=0.337 g=2.967 2/2 [==============================] - 0s 12ms/step >66, 8/693, d1=0.421, d2=0.354 g=2.990 2/2 [==============================] - 0s 13ms/step >66, 9/693, d1=0.549, d2=0.349 g=2.080 2/2 [==============================] - 0s 12ms/step >66, 10/693, d1=0.493, d2=0.549 g=3.841 2/2 [==============================] - 0s 12ms/step >66, 11/693, d1=0.507, d2=0.368 g=3.223 2/2 [==============================] - 0s 14ms/step >66, 12/693, d1=0.367, d2=0.401 g=4.098 2/2 [==============================] - 0s 11ms/step >66, 13/693, d1=0.425, d2=0.260 g=4.392 2/2 [==============================] - 0s 12ms/step >66, 14/693, d1=0.347, d2=0.390 g=2.907 2/2 [==============================] - 0s 12ms/step >66, 15/693, d1=0.517, d2=0.350 g=2.956 2/2 [==============================] - 0s 12ms/step >66, 16/693, d1=0.359, d2=0.333 g=4.432 2/2 [==============================] - 0s 12ms/step >66, 17/693, d1=0.540, d2=0.286 g=2.299 2/2 [==============================] - 0s 12ms/step >66, 18/693, d1=0.275, d2=0.273 g=2.366 2/2 [==============================] - 0s 13ms/step >66, 19/693, d1=0.310, d2=0.432 g=3.152 2/2 [==============================] - 0s 12ms/step >66, 20/693, d1=0.529, d2=0.269 g=2.925 2/2 [==============================] - 0s 13ms/step >66, 21/693, d1=0.343, d2=0.402 g=2.696 2/2 [==============================] - 0s 13ms/step >66, 22/693, d1=0.410, d2=0.282 g=2.228 2/2 [==============================] - 0s 12ms/step >66, 23/693, d1=0.453, d2=0.489 g=4.764 2/2 [==============================] - 0s 12ms/step >66, 24/693, d1=0.346, d2=0.333 g=2.866 2/2 [==============================] - 0s 11ms/step >66, 25/693, d1=0.421, d2=0.290 g=3.954 2/2 [==============================] - 0s 12ms/step >66, 26/693, d1=0.352, d2=0.291 g=2.682 2/2 [==============================] - 0s 12ms/step >66, 27/693, d1=0.360, d2=0.311 g=3.604 2/2 [==============================] - 0s 12ms/step >66, 28/693, d1=0.441, d2=0.237 g=3.261 2/2 [==============================] - 0s 12ms/step >66, 29/693, d1=0.398, d2=0.295 g=2.893 2/2 [==============================] - 0s 12ms/step >66, 30/693, d1=0.466, d2=0.467 g=2.768 2/2 [==============================] - 0s 11ms/step >66, 31/693, d1=0.457, d2=0.282 g=3.209 2/2 [==============================] - 0s 12ms/step >66, 32/693, d1=0.271, d2=0.263 g=2.856 2/2 [==============================] - 0s 12ms/step >66, 33/693, d1=0.365, d2=0.335 g=2.647 2/2 [==============================] - 0s 13ms/step >66, 34/693, d1=0.461, d2=0.347 g=3.297 2/2 [==============================] - 0s 11ms/step >66, 35/693, d1=0.509, d2=0.369 g=2.484 2/2 [==============================] - 0s 11ms/step >66, 36/693, d1=0.372, d2=0.317 g=2.770 2/2 [==============================] - 0s 11ms/step >66, 37/693, d1=0.428, d2=0.335 g=3.771 2/2 [==============================] - 0s 14ms/step >66, 38/693, d1=0.511, d2=0.356 g=2.999 2/2 [==============================] - 0s 19ms/step >66, 39/693, d1=0.450, d2=0.407 g=2.562 2/2 [==============================] - 0s 11ms/step >66, 40/693, d1=0.386, d2=0.312 g=3.543 2/2 [==============================] - 0s 11ms/step >66, 41/693, d1=0.481, d2=0.285 g=2.871 2/2 [==============================] - 0s 13ms/step >66, 42/693, d1=0.408, d2=0.299 g=3.040 2/2 [==============================] - 0s 11ms/step >66, 43/693, d1=0.339, d2=0.370 g=3.802 2/2 [==============================] - 0s 13ms/step >66, 44/693, d1=0.434, d2=0.315 g=3.631 2/2 [==============================] - 0s 11ms/step >66, 45/693, d1=0.328, d2=0.315 g=3.436 2/2 [==============================] - 0s 12ms/step >66, 46/693, d1=0.461, d2=0.386 g=3.529 2/2 [==============================] - 0s 12ms/step >66, 47/693, d1=0.429, d2=0.277 g=3.289 2/2 [==============================] - 0s 12ms/step >66, 48/693, d1=0.399, d2=0.280 g=2.297 2/2 [==============================] - 0s 11ms/step >66, 49/693, d1=0.335, d2=0.449 g=3.063 2/2 [==============================] - 0s 11ms/step >66, 50/693, d1=0.393, d2=0.224 g=3.492 2/2 [==============================] - 0s 11ms/step >66, 51/693, d1=0.430, d2=0.435 g=2.525 2/2 [==============================] - 0s 11ms/step >66, 52/693, d1=0.421, d2=0.314 g=3.708 2/2 [==============================] - 0s 12ms/step >66, 53/693, d1=0.410, d2=0.384 g=2.998 2/2 [==============================] - 0s 12ms/step >66, 54/693, d1=0.495, d2=0.307 g=2.518 2/2 [==============================] - 0s 11ms/step >66, 55/693, d1=0.389, d2=0.321 g=2.540 2/2 [==============================] - 0s 12ms/step >66, 56/693, d1=0.405, d2=0.338 g=3.097 2/2 [==============================] - 0s 13ms/step >66, 57/693, d1=0.402, d2=0.358 g=2.606 2/2 [==============================] - 0s 11ms/step >66, 58/693, d1=0.357, d2=0.410 g=3.505 2/2 [==============================] - 0s 11ms/step >66, 59/693, d1=0.485, d2=0.361 g=2.307 2/2 [==============================] - 0s 11ms/step >66, 60/693, d1=0.319, d2=0.360 g=2.668 2/2 [==============================] - 0s 12ms/step >66, 61/693, d1=0.335, d2=0.265 g=3.305 2/2 [==============================] - 0s 13ms/step >66, 62/693, d1=0.256, d2=0.225 g=2.897 2/2 [==============================] - 0s 12ms/step >66, 63/693, d1=0.400, d2=0.348 g=2.774 2/2 [==============================] - 0s 12ms/step >66, 64/693, d1=0.409, d2=0.265 g=3.542 2/2 [==============================] - 0s 12ms/step >66, 65/693, d1=0.492, d2=0.319 g=3.107 2/2 [==============================] - 0s 12ms/step >66, 66/693, d1=0.438, d2=0.384 g=2.767 2/2 [==============================] - 0s 11ms/step >66, 67/693, d1=0.260, d2=0.270 g=4.078 2/2 [==============================] - 0s 12ms/step >66, 68/693, d1=0.361, d2=0.389 g=2.750 2/2 [==============================] - 0s 13ms/step >66, 69/693, d1=0.339, d2=0.283 g=4.059 2/2 [==============================] - 0s 12ms/step >66, 70/693, d1=0.316, d2=0.319 g=3.062 2/2 [==============================] - 0s 12ms/step >66, 71/693, d1=0.470, d2=0.287 g=3.686 2/2 [==============================] - 0s 13ms/step >66, 72/693, d1=0.272, d2=0.304 g=4.379 2/2 [==============================] - 0s 13ms/step >66, 73/693, d1=0.406, d2=0.401 g=4.292 2/2 [==============================] - 0s 12ms/step >66, 74/693, d1=0.296, d2=0.342 g=2.796 2/2 [==============================] - 0s 13ms/step >66, 75/693, d1=0.419, d2=0.380 g=2.386 2/2 [==============================] - 0s 12ms/step >66, 76/693, d1=0.424, d2=0.295 g=3.293 2/2 [==============================] - 0s 11ms/step >66, 77/693, d1=0.430, d2=0.305 g=2.924 2/2 [==============================] - 0s 12ms/step >66, 78/693, d1=0.470, d2=0.440 g=3.863 2/2 [==============================] - 0s 11ms/step >66, 79/693, d1=0.628, d2=0.271 g=2.653 2/2 [==============================] - 0s 14ms/step >66, 80/693, d1=0.446, d2=0.293 g=4.258 2/2 [==============================] - 0s 12ms/step >66, 81/693, d1=0.352, d2=0.394 g=3.510 2/2 [==============================] - 0s 11ms/step >66, 82/693, d1=0.340, d2=0.301 g=3.351 2/2 [==============================] - 0s 11ms/step >66, 83/693, d1=0.467, d2=0.320 g=3.304 2/2 [==============================] - 0s 14ms/step >66, 84/693, d1=0.330, d2=0.309 g=3.053 2/2 [==============================] - 0s 12ms/step >66, 85/693, d1=0.321, d2=0.358 g=2.682 2/2 [==============================] - 0s 12ms/step >66, 86/693, d1=0.414, d2=0.325 g=3.914 2/2 [==============================] - 0s 11ms/step >66, 87/693, d1=0.468, d2=0.330 g=3.420 2/2 [==============================] - 0s 12ms/step >66, 88/693, d1=0.415, d2=0.283 g=2.980 2/2 [==============================] - 0s 12ms/step >66, 89/693, d1=0.485, d2=0.348 g=2.301 2/2 [==============================] - 0s 11ms/step >66, 90/693, d1=0.414, d2=0.331 g=3.621 2/2 [==============================] - 0s 11ms/step >66, 91/693, d1=0.329, d2=0.286 g=2.252 2/2 [==============================] - 0s 12ms/step >66, 92/693, d1=0.519, d2=0.523 g=3.852 2/2 [==============================] - 0s 12ms/step >66, 93/693, d1=0.405, d2=0.361 g=3.263 2/2 [==============================] - 0s 15ms/step >66, 94/693, d1=0.509, d2=0.262 g=3.197 2/2 [==============================] - 0s 11ms/step >66, 95/693, d1=0.430, d2=0.229 g=3.574 2/2 [==============================] - 0s 12ms/step >66, 96/693, d1=0.474, d2=0.378 g=2.500 2/2 [==============================] - 0s 12ms/step >66, 97/693, d1=0.404, d2=0.531 g=3.365 2/2 [==============================] - 0s 12ms/step >66, 98/693, d1=0.487, d2=0.284 g=3.744 2/2 [==============================] - 0s 13ms/step >66, 99/693, d1=0.413, d2=0.381 g=2.304 2/2 [==============================] - 0s 11ms/step >66, 100/693, d1=0.340, d2=0.334 g=2.157 2/2 [==============================] - 0s 12ms/step >66, 101/693, d1=0.477, d2=0.378 g=3.130 2/2 [==============================] - 0s 13ms/step >66, 102/693, d1=0.439, d2=0.366 g=2.870 2/2 [==============================] - 0s 13ms/step >66, 103/693, d1=0.480, d2=0.302 g=3.170 2/2 [==============================] - 0s 13ms/step >66, 104/693, d1=0.336, d2=0.253 g=4.038 2/2 [==============================] - 0s 11ms/step >66, 105/693, d1=0.364, d2=0.366 g=2.704 2/2 [==============================] - 0s 12ms/step >66, 106/693, d1=0.398, d2=0.349 g=2.429 2/2 [==============================] - 0s 12ms/step >66, 107/693, d1=0.433, d2=0.346 g=2.357 2/2 [==============================] - 0s 12ms/step >66, 108/693, d1=0.375, d2=0.288 g=4.038 2/2 [==============================] - 0s 12ms/step >66, 109/693, d1=0.277, d2=0.191 g=3.205 2/2 [==============================] - 0s 12ms/step >66, 110/693, d1=0.419, d2=0.332 g=2.547 2/2 [==============================] - 0s 13ms/step >66, 111/693, d1=0.299, d2=0.347 g=4.148 2/2 [==============================] - 0s 11ms/step >66, 112/693, d1=0.384, d2=0.318 g=2.878 2/2 [==============================] - 0s 12ms/step >66, 113/693, d1=0.490, d2=0.270 g=2.827 2/2 [==============================] - 0s 13ms/step >66, 114/693, d1=0.520, d2=0.448 g=2.738 2/2 [==============================] - 0s 12ms/step >66, 115/693, d1=0.468, d2=0.386 g=3.605 2/2 [==============================] - 0s 13ms/step >66, 116/693, d1=0.302, d2=0.352 g=3.497 2/2 [==============================] - 0s 12ms/step >66, 117/693, d1=0.363, d2=0.308 g=2.809 2/2 [==============================] - 0s 11ms/step >66, 118/693, d1=0.377, d2=0.381 g=4.288 2/2 [==============================] - 0s 11ms/step >66, 119/693, d1=0.291, d2=0.344 g=2.810 2/2 [==============================] - 0s 12ms/step >66, 120/693, d1=0.422, d2=0.266 g=3.365 2/2 [==============================] - 0s 11ms/step >66, 121/693, d1=0.426, d2=0.215 g=4.503 2/2 [==============================] - 0s 13ms/step >66, 122/693, d1=0.463, d2=0.322 g=3.805 2/2 [==============================] - 0s 12ms/step >66, 123/693, d1=0.282, d2=0.386 g=3.227 2/2 [==============================] - 0s 12ms/step >66, 124/693, d1=0.330, d2=0.346 g=4.100 2/2 [==============================] - 0s 11ms/step >66, 125/693, d1=0.505, d2=0.318 g=4.796 2/2 [==============================] - 0s 12ms/step >66, 126/693, d1=0.374, d2=0.488 g=3.353 2/2 [==============================] - 0s 12ms/step >66, 127/693, d1=0.643, d2=0.380 g=3.091 2/2 [==============================] - 0s 11ms/step >66, 128/693, d1=0.417, d2=0.376 g=2.724 2/2 [==============================] - 0s 13ms/step >66, 129/693, d1=0.307, d2=0.475 g=4.384 2/2 [==============================] - 0s 12ms/step >66, 130/693, d1=0.496, d2=0.268 g=4.419 2/2 [==============================] - 0s 13ms/step >66, 131/693, d1=0.541, d2=0.290 g=3.218 2/2 [==============================] - 0s 13ms/step >66, 132/693, d1=0.571, d2=0.358 g=3.183 2/2 [==============================] - 0s 12ms/step >66, 133/693, d1=0.357, d2=0.524 g=3.012 2/2 [==============================] - 0s 11ms/step >66, 134/693, d1=0.423, d2=0.351 g=2.905 2/2 [==============================] - 0s 13ms/step >66, 135/693, d1=0.383, d2=0.350 g=2.681 2/2 [==============================] - 0s 12ms/step >66, 136/693, d1=0.396, d2=0.267 g=2.968 2/2 [==============================] - 0s 13ms/step >66, 137/693, d1=0.330, d2=0.282 g=2.248 2/2 [==============================] - 0s 13ms/step >66, 138/693, d1=0.453, d2=0.327 g=2.998 2/2 [==============================] - 0s 12ms/step >66, 139/693, d1=0.348, d2=0.424 g=3.218 2/2 [==============================] - 0s 13ms/step >66, 140/693, d1=0.357, d2=0.474 g=3.682 2/2 [==============================] - 0s 14ms/step >66, 141/693, d1=0.384, d2=0.236 g=3.437 2/2 [==============================] - 0s 11ms/step >66, 142/693, d1=0.491, d2=0.386 g=3.288 2/2 [==============================] - 0s 12ms/step >66, 143/693, d1=0.424, d2=0.311 g=2.659 2/2 [==============================] - 0s 11ms/step >66, 144/693, d1=0.417, d2=0.299 g=2.441 2/2 [==============================] - 0s 12ms/step >66, 145/693, d1=0.307, d2=0.279 g=4.083 2/2 [==============================] - 0s 12ms/step >66, 146/693, d1=0.448, d2=0.265 g=3.984 2/2 [==============================] - 0s 12ms/step >66, 147/693, d1=0.404, d2=0.410 g=4.677 2/2 [==============================] - 0s 12ms/step >66, 148/693, d1=0.479, d2=0.282 g=4.403 2/2 [==============================] - 0s 12ms/step >66, 149/693, d1=0.384, d2=0.366 g=3.387 2/2 [==============================] - 0s 13ms/step >66, 150/693, d1=0.358, d2=0.387 g=4.266 2/2 [==============================] - 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0s 11ms/step >66, 173/693, d1=0.380, d2=0.298 g=4.842 2/2 [==============================] - 0s 12ms/step >66, 174/693, d1=0.492, d2=0.309 g=3.573 2/2 [==============================] - 0s 12ms/step >66, 175/693, d1=0.382, d2=0.401 g=3.327 2/2 [==============================] - 0s 12ms/step >66, 176/693, d1=0.300, d2=0.274 g=2.763 2/2 [==============================] - 0s 16ms/step >66, 177/693, d1=0.496, d2=0.383 g=2.554 2/2 [==============================] - 0s 11ms/step >66, 178/693, d1=0.455, d2=0.238 g=2.771 2/2 [==============================] - 0s 11ms/step >66, 179/693, d1=0.408, d2=0.271 g=3.063 2/2 [==============================] - 0s 12ms/step >66, 180/693, d1=0.400, d2=0.368 g=2.562 2/2 [==============================] - 0s 11ms/step >66, 181/693, d1=0.488, d2=0.424 g=3.090 2/2 [==============================] - 0s 12ms/step >66, 182/693, d1=0.395, d2=0.507 g=2.890 2/2 [==============================] - 0s 11ms/step >66, 183/693, d1=0.368, d2=0.311 g=4.034 2/2 [==============================] - 0s 11ms/step >66, 184/693, d1=0.421, d2=0.307 g=2.661 2/2 [==============================] - 0s 11ms/step >66, 185/693, d1=0.301, d2=0.267 g=3.157 2/2 [==============================] - 0s 15ms/step >66, 186/693, d1=0.454, d2=0.347 g=3.538 2/2 [==============================] - 0s 13ms/step >66, 187/693, d1=0.281, d2=0.368 g=2.988 2/2 [==============================] - 0s 12ms/step >66, 188/693, d1=0.523, d2=0.339 g=3.669 2/2 [==============================] - 0s 11ms/step >66, 189/693, d1=0.420, d2=0.301 g=2.743 2/2 [==============================] - 0s 11ms/step >66, 190/693, d1=0.452, d2=0.474 g=3.015 2/2 [==============================] - 0s 13ms/step >66, 191/693, d1=0.404, d2=0.236 g=4.430 2/2 [==============================] - 0s 11ms/step >66, 192/693, d1=0.430, d2=0.413 g=2.183 2/2 [==============================] - 0s 12ms/step >66, 193/693, d1=0.331, d2=0.332 g=2.596 2/2 [==============================] - 0s 12ms/step >66, 194/693, d1=0.338, d2=0.263 g=3.326 2/2 [==============================] - 0s 15ms/step >66, 195/693, d1=0.433, d2=0.379 g=2.658 2/2 [==============================] - 0s 11ms/step >66, 196/693, d1=0.483, d2=0.304 g=2.182 2/2 [==============================] - 0s 12ms/step >66, 197/693, d1=0.315, d2=0.283 g=3.701 2/2 [==============================] - 0s 13ms/step >66, 198/693, d1=0.375, d2=0.352 g=4.787 2/2 [==============================] - 0s 11ms/step >66, 199/693, d1=0.292, d2=0.325 g=4.154 2/2 [==============================] - 0s 12ms/step >66, 200/693, d1=0.465, d2=0.305 g=4.706 2/2 [==============================] - 0s 13ms/step >66, 201/693, d1=0.495, d2=0.436 g=3.747 2/2 [==============================] - 0s 12ms/step >66, 202/693, d1=0.374, d2=0.293 g=3.216 2/2 [==============================] - 0s 12ms/step >66, 203/693, d1=0.340, d2=0.237 g=2.805 2/2 [==============================] - 0s 13ms/step >66, 204/693, d1=0.440, d2=0.415 g=2.187 2/2 [==============================] - 0s 14ms/step >66, 205/693, d1=0.323, d2=0.244 g=2.499 2/2 [==============================] - 0s 12ms/step >66, 206/693, d1=0.474, d2=0.439 g=2.526 2/2 [==============================] - 0s 12ms/step >66, 207/693, d1=0.249, d2=0.297 g=2.450 2/2 [==============================] - 0s 12ms/step >66, 208/693, d1=0.506, d2=0.290 g=4.234 2/2 [==============================] - 0s 12ms/step >66, 209/693, d1=0.346, d2=0.321 g=3.163 2/2 [==============================] - 0s 11ms/step >66, 210/693, d1=0.304, d2=0.323 g=3.256 2/2 [==============================] - 0s 10ms/step >66, 211/693, d1=0.386, d2=0.296 g=3.608 2/2 [==============================] - 0s 11ms/step >66, 212/693, d1=0.502, d2=0.301 g=3.306 2/2 [==============================] - 0s 13ms/step >66, 213/693, d1=0.393, d2=0.265 g=3.583 2/2 [==============================] - 0s 14ms/step >66, 214/693, d1=0.482, d2=0.439 g=3.716 2/2 [==============================] - 0s 11ms/step >66, 215/693, d1=0.387, d2=0.392 g=3.333 2/2 [==============================] - 0s 12ms/step >66, 216/693, d1=0.442, d2=0.440 g=4.244 2/2 [==============================] - 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0s 11ms/step >66, 228/693, d1=0.359, d2=0.269 g=2.649 2/2 [==============================] - 0s 13ms/step >66, 229/693, d1=0.401, d2=0.298 g=3.412 2/2 [==============================] - 0s 12ms/step >66, 230/693, d1=0.474, d2=0.324 g=2.371 2/2 [==============================] - 0s 13ms/step >66, 231/693, d1=0.427, d2=0.395 g=3.523 2/2 [==============================] - 0s 11ms/step >66, 232/693, d1=0.431, d2=0.320 g=3.288 2/2 [==============================] - 0s 12ms/step >66, 233/693, d1=0.420, d2=0.347 g=4.196 2/2 [==============================] - 0s 12ms/step >66, 234/693, d1=0.430, d2=0.309 g=3.297 2/2 [==============================] - 0s 12ms/step >66, 235/693, d1=0.380, d2=0.445 g=2.281 2/2 [==============================] - 0s 13ms/step >66, 236/693, d1=0.375, d2=0.321 g=5.160 2/2 [==============================] - 0s 13ms/step >66, 237/693, d1=0.563, d2=0.345 g=2.843 2/2 [==============================] - 0s 13ms/step >66, 238/693, d1=0.354, d2=0.298 g=3.365 2/2 [==============================] - 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0s 12ms/step >66, 261/693, d1=0.344, d2=0.252 g=3.778 2/2 [==============================] - 0s 11ms/step >66, 262/693, d1=0.387, d2=0.389 g=3.558 2/2 [==============================] - 0s 13ms/step >66, 263/693, d1=0.359, d2=0.334 g=2.782 2/2 [==============================] - 0s 11ms/step >66, 264/693, d1=0.475, d2=0.361 g=3.036 2/2 [==============================] - 0s 12ms/step >66, 265/693, d1=0.345, d2=0.350 g=3.542 2/2 [==============================] - 0s 11ms/step >66, 266/693, d1=0.504, d2=0.391 g=3.137 2/2 [==============================] - 0s 11ms/step >66, 267/693, d1=0.388, d2=0.241 g=2.568 2/2 [==============================] - 0s 13ms/step >66, 268/693, d1=0.378, d2=0.300 g=3.622 2/2 [==============================] - 0s 11ms/step >66, 269/693, d1=0.350, d2=0.343 g=3.316 2/2 [==============================] - 0s 12ms/step >66, 270/693, d1=0.452, d2=0.261 g=3.728 2/2 [==============================] - 0s 12ms/step >66, 271/693, d1=0.470, d2=0.338 g=2.757 2/2 [==============================] - 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0s 14ms/step >66, 283/693, d1=0.579, d2=0.274 g=2.661 2/2 [==============================] - 0s 11ms/step >66, 284/693, d1=0.498, d2=0.358 g=2.636 2/2 [==============================] - 0s 12ms/step >66, 285/693, d1=0.369, d2=0.487 g=2.574 2/2 [==============================] - 0s 15ms/step >66, 286/693, d1=0.441, d2=0.342 g=3.576 2/2 [==============================] - 0s 14ms/step >66, 287/693, d1=0.488, d2=0.362 g=3.461 2/2 [==============================] - 0s 14ms/step >66, 288/693, d1=0.345, d2=0.433 g=3.135 2/2 [==============================] - 0s 13ms/step >66, 289/693, d1=0.418, d2=0.409 g=3.867 2/2 [==============================] - 0s 13ms/step >66, 290/693, d1=0.388, d2=0.388 g=3.114 2/2 [==============================] - 0s 12ms/step >66, 291/693, d1=0.324, d2=0.349 g=3.454 2/2 [==============================] - 0s 13ms/step >66, 292/693, d1=0.411, d2=0.213 g=3.058 2/2 [==============================] - 0s 13ms/step >66, 293/693, d1=0.460, d2=0.352 g=3.458 2/2 [==============================] - 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0s 13ms/step >66, 349/693, d1=0.391, d2=0.281 g=4.647 2/2 [==============================] - 0s 12ms/step >66, 350/693, d1=0.372, d2=0.385 g=5.485 2/2 [==============================] - 0s 13ms/step >66, 351/693, d1=0.399, d2=0.288 g=8.499 2/2 [==============================] - 0s 12ms/step >66, 352/693, d1=0.267, d2=0.426 g=8.768 2/2 [==============================] - 0s 13ms/step >66, 353/693, d1=0.614, d2=0.364 g=4.119 2/2 [==============================] - 0s 14ms/step >66, 354/693, d1=0.400, d2=0.443 g=5.581 2/2 [==============================] - 0s 14ms/step >66, 355/693, d1=0.343, d2=0.237 g=5.536 2/2 [==============================] - 0s 13ms/step >66, 356/693, d1=0.408, d2=0.401 g=4.469 2/2 [==============================] - 0s 15ms/step >66, 357/693, d1=0.483, d2=0.396 g=5.466 2/2 [==============================] - 0s 14ms/step >66, 358/693, d1=0.397, d2=0.279 g=7.109 2/2 [==============================] - 0s 12ms/step >66, 359/693, d1=0.414, d2=0.362 g=4.440 2/2 [==============================] - 0s 12ms/step >66, 360/693, d1=0.413, d2=0.290 g=6.690 2/2 [==============================] - 0s 13ms/step >66, 361/693, d1=0.416, d2=0.318 g=5.350 2/2 [==============================] - 0s 14ms/step >66, 362/693, d1=0.462, d2=0.364 g=6.631 2/2 [==============================] - 0s 13ms/step >66, 363/693, d1=0.326, d2=0.266 g=3.688 2/2 [==============================] - 0s 12ms/step >66, 364/693, d1=0.458, d2=0.369 g=6.969 2/2 [==============================] - 0s 13ms/step >66, 365/693, d1=0.449, d2=0.294 g=6.286 2/2 [==============================] - 0s 13ms/step >66, 366/693, d1=0.381, d2=0.345 g=4.737 2/2 [==============================] - 0s 14ms/step >66, 367/693, d1=0.346, d2=0.338 g=4.861 2/2 [==============================] - 0s 14ms/step >66, 368/693, d1=0.478, d2=0.370 g=6.502 2/2 [==============================] - 0s 12ms/step >66, 369/693, d1=0.291, d2=0.344 g=4.014 2/2 [==============================] - 0s 14ms/step >66, 370/693, d1=0.465, d2=0.291 g=5.743 2/2 [==============================] - 0s 13ms/step >66, 371/693, d1=0.472, d2=0.301 g=3.219 2/2 [==============================] - 0s 13ms/step >66, 372/693, d1=0.365, d2=0.388 g=3.339 2/2 [==============================] - 0s 16ms/step >66, 373/693, d1=0.354, d2=0.346 g=3.814 2/2 [==============================] - 0s 14ms/step >66, 374/693, d1=0.466, d2=0.377 g=4.856 2/2 [==============================] - 0s 13ms/step >66, 375/693, d1=0.340, d2=0.318 g=3.943 2/2 [==============================] - 0s 15ms/step >66, 376/693, d1=0.440, d2=0.370 g=6.429 2/2 [==============================] - 0s 12ms/step >66, 377/693, d1=0.323, d2=0.212 g=5.362 2/2 [==============================] - 0s 13ms/step >66, 378/693, d1=0.410, d2=0.372 g=8.370 2/2 [==============================] - 0s 13ms/step >66, 379/693, d1=0.470, d2=0.353 g=4.627 2/2 [==============================] - 0s 13ms/step >66, 380/693, d1=0.419, d2=0.354 g=5.816 2/2 [==============================] - 0s 12ms/step >66, 381/693, d1=0.590, d2=0.398 g=8.605 2/2 [==============================] - 0s 11ms/step >66, 382/693, d1=0.454, d2=0.366 g=2.293 2/2 [==============================] - 0s 12ms/step >66, 383/693, d1=0.341, d2=0.372 g=4.643 2/2 [==============================] - 0s 14ms/step >66, 384/693, d1=0.357, d2=0.292 g=2.783 2/2 [==============================] - 0s 13ms/step >66, 385/693, d1=0.372, d2=0.300 g=3.570 2/2 [==============================] - 0s 13ms/step >66, 386/693, d1=0.321, d2=0.470 g=3.632 2/2 [==============================] - 0s 13ms/step >66, 387/693, d1=0.401, d2=0.336 g=4.667 2/2 [==============================] - 0s 13ms/step >66, 388/693, d1=0.449, d2=0.231 g=5.246 2/2 [==============================] - 0s 13ms/step >66, 389/693, d1=0.519, d2=0.340 g=3.119 2/2 [==============================] - 0s 13ms/step >66, 390/693, d1=0.346, d2=0.430 g=5.066 2/2 [==============================] - 0s 13ms/step >66, 391/693, d1=0.617, d2=0.316 g=5.018 2/2 [==============================] - 0s 13ms/step >66, 392/693, d1=0.382, d2=0.418 g=3.625 2/2 [==============================] - 0s 11ms/step >66, 393/693, d1=0.261, d2=0.281 g=5.419 2/2 [==============================] - 0s 14ms/step >66, 394/693, d1=0.376, d2=0.287 g=2.990 2/2 [==============================] - 0s 13ms/step >66, 395/693, d1=0.465, d2=0.421 g=4.900 2/2 [==============================] - 0s 12ms/step >66, 396/693, d1=0.371, d2=0.246 g=6.597 2/2 [==============================] - 0s 13ms/step >66, 397/693, d1=0.414, d2=0.367 g=3.838 2/2 [==============================] - 0s 14ms/step >66, 398/693, d1=0.550, d2=0.290 g=5.135 2/2 [==============================] - 0s 13ms/step >66, 399/693, d1=0.439, d2=0.441 g=5.313 2/2 [==============================] - 0s 14ms/step >66, 400/693, d1=0.418, d2=0.346 g=3.163 2/2 [==============================] - 0s 11ms/step >66, 401/693, d1=0.285, d2=0.287 g=6.981 2/2 [==============================] - 0s 14ms/step >66, 402/693, d1=0.412, d2=0.269 g=6.447 2/2 [==============================] - 0s 14ms/step >66, 403/693, d1=0.489, d2=0.307 g=4.323 2/2 [==============================] - 0s 13ms/step >66, 404/693, d1=0.351, d2=0.305 g=4.557 2/2 [==============================] - 0s 13ms/step >66, 405/693, d1=0.313, d2=0.453 g=3.194 2/2 [==============================] - 0s 12ms/step >66, 406/693, d1=0.395, d2=0.287 g=4.099 2/2 [==============================] - 0s 11ms/step >66, 407/693, d1=0.376, d2=0.299 g=3.944 2/2 [==============================] - 0s 13ms/step >66, 408/693, d1=0.403, d2=0.306 g=5.028 2/2 [==============================] - 0s 13ms/step >66, 409/693, d1=0.504, d2=0.595 g=4.484 2/2 [==============================] - 0s 13ms/step >66, 410/693, d1=0.481, d2=0.276 g=5.528 2/2 [==============================] - 0s 13ms/step >66, 411/693, d1=0.397, d2=0.328 g=6.103 2/2 [==============================] - 0s 14ms/step >66, 412/693, d1=0.382, d2=0.229 g=5.333 2/2 [==============================] - 0s 12ms/step >66, 413/693, d1=0.400, d2=0.303 g=7.407 2/2 [==============================] - 0s 12ms/step >66, 414/693, d1=0.400, d2=0.290 g=4.261 2/2 [==============================] - 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0s 14ms/step >66, 624/693, d1=0.399, d2=0.366 g=3.155 2/2 [==============================] - 0s 13ms/step >66, 625/693, d1=0.357, d2=0.278 g=4.381 2/2 [==============================] - 0s 15ms/step >66, 626/693, d1=0.517, d2=0.374 g=3.756 2/2 [==============================] - 0s 15ms/step >66, 627/693, d1=0.389, d2=0.357 g=3.847 2/2 [==============================] - 0s 14ms/step >66, 628/693, d1=0.497, d2=0.299 g=5.190 2/2 [==============================] - 0s 13ms/step >66, 629/693, d1=0.311, d2=0.250 g=4.177 2/2 [==============================] - 0s 13ms/step >66, 630/693, d1=0.379, d2=0.346 g=5.024 2/2 [==============================] - 0s 14ms/step >66, 631/693, d1=0.471, d2=0.309 g=3.358 2/2 [==============================] - 0s 13ms/step >66, 632/693, d1=0.433, d2=0.291 g=4.350 2/2 [==============================] - 0s 14ms/step >66, 633/693, d1=0.438, d2=0.361 g=4.343 2/2 [==============================] - 0s 14ms/step >66, 634/693, d1=0.352, d2=0.350 g=4.739 2/2 [==============================] - 0s 12ms/step >66, 635/693, d1=0.473, d2=0.388 g=3.787 2/2 [==============================] - 0s 13ms/step >66, 636/693, d1=0.532, d2=0.371 g=2.752 2/2 [==============================] - 0s 13ms/step >66, 637/693, d1=0.413, d2=0.381 g=4.639 2/2 [==============================] - 0s 13ms/step >66, 638/693, d1=0.505, d2=0.320 g=3.049 2/2 [==============================] - 0s 14ms/step >66, 639/693, d1=0.442, d2=0.292 g=4.326 2/2 [==============================] - 0s 13ms/step >66, 640/693, d1=0.356, d2=0.357 g=3.534 2/2 [==============================] - 0s 12ms/step >66, 641/693, d1=0.389, d2=0.344 g=3.066 2/2 [==============================] - 0s 15ms/step >66, 642/693, d1=0.334, d2=0.351 g=3.848 2/2 [==============================] - 0s 12ms/step >66, 643/693, d1=0.357, d2=0.289 g=5.103 2/2 [==============================] - 0s 13ms/step >66, 644/693, d1=0.482, d2=0.284 g=4.503 2/2 [==============================] - 0s 14ms/step >66, 645/693, d1=0.361, d2=0.477 g=5.325 2/2 [==============================] - 0s 14ms/step >66, 646/693, d1=0.426, d2=0.320 g=2.651 2/2 [==============================] - 0s 16ms/step >66, 647/693, d1=0.393, d2=0.361 g=4.700 2/2 [==============================] - 0s 12ms/step >66, 648/693, d1=0.367, d2=0.312 g=5.272 2/2 [==============================] - 0s 12ms/step >66, 649/693, d1=0.431, d2=0.256 g=3.276 2/2 [==============================] - 0s 14ms/step >66, 650/693, d1=0.531, d2=0.438 g=5.180 2/2 [==============================] - 0s 14ms/step >66, 651/693, d1=0.342, d2=0.265 g=3.177 2/2 [==============================] - 0s 13ms/step >66, 652/693, d1=0.540, d2=0.399 g=4.392 2/2 [==============================] - 0s 13ms/step >66, 653/693, d1=0.405, d2=0.299 g=4.741 2/2 [==============================] - 0s 12ms/step >66, 654/693, d1=0.336, d2=0.378 g=3.472 2/2 [==============================] - 0s 11ms/step >66, 655/693, d1=0.321, d2=0.251 g=5.219 2/2 [==============================] - 0s 13ms/step >66, 656/693, d1=0.351, d2=0.269 g=5.176 2/2 [==============================] - 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0s 12ms/step >66, 668/693, d1=0.424, d2=0.387 g=3.890 2/2 [==============================] - 0s 13ms/step >66, 669/693, d1=0.414, d2=0.214 g=4.587 2/2 [==============================] - 0s 13ms/step >66, 670/693, d1=0.349, d2=0.365 g=5.514 2/2 [==============================] - 0s 12ms/step >66, 671/693, d1=0.364, d2=0.231 g=5.717 2/2 [==============================] - 0s 14ms/step >66, 672/693, d1=0.519, d2=0.324 g=3.122 2/2 [==============================] - 0s 11ms/step >66, 673/693, d1=0.371, d2=0.285 g=4.146 2/2 [==============================] - 0s 11ms/step >66, 674/693, d1=0.478, d2=0.415 g=3.652 2/2 [==============================] - 0s 13ms/step >66, 675/693, d1=0.349, d2=0.316 g=3.488 2/2 [==============================] - 0s 13ms/step >66, 676/693, d1=0.342, d2=0.307 g=3.908 2/2 [==============================] - 0s 12ms/step >66, 677/693, d1=0.346, d2=0.471 g=3.603 2/2 [==============================] - 0s 14ms/step >66, 678/693, d1=0.280, d2=0.347 g=6.124 2/2 [==============================] - 0s 12ms/step >66, 679/693, d1=0.494, d2=0.246 g=4.246 2/2 [==============================] - 0s 14ms/step >66, 680/693, d1=0.671, d2=0.332 g=4.470 2/2 [==============================] - 0s 13ms/step >66, 681/693, d1=0.334, d2=0.427 g=5.310 2/2 [==============================] - 0s 13ms/step >66, 682/693, d1=0.353, d2=0.462 g=3.022 2/2 [==============================] - 0s 14ms/step >66, 683/693, d1=0.354, d2=0.383 g=4.358 2/2 [==============================] - 0s 14ms/step >66, 684/693, d1=0.402, d2=0.256 g=3.769 2/2 [==============================] - 0s 13ms/step >66, 685/693, d1=0.495, d2=0.314 g=3.606 2/2 [==============================] - 0s 13ms/step >66, 686/693, d1=0.467, d2=0.411 g=4.088 2/2 [==============================] - 0s 13ms/step >66, 687/693, d1=0.394, d2=0.287 g=4.593 2/2 [==============================] - 0s 13ms/step >66, 688/693, d1=0.474, d2=0.244 g=3.025 2/2 [==============================] - 0s 14ms/step >66, 689/693, d1=0.277, d2=0.342 g=4.016 2/2 [==============================] - 0s 13ms/step >66, 690/693, d1=0.541, d2=0.346 g=3.980 2/2 [==============================] - 0s 12ms/step >66, 691/693, d1=0.407, d2=0.460 g=3.571 2/2 [==============================] - 0s 12ms/step >66, 692/693, d1=0.386, d2=0.266 g=4.113 2/2 [==============================] - 0s 14ms/step >66, 693/693, d1=0.363, d2=0.247 g=4.446 2/2 [==============================] - 0s 12ms/step >67, 1/693, d1=0.319, d2=0.362 g=4.278 2/2 [==============================] - 0s 14ms/step >67, 2/693, d1=0.392, d2=0.359 g=2.720 2/2 [==============================] - 0s 13ms/step >67, 3/693, d1=0.525, d2=0.369 g=3.143 2/2 [==============================] - 0s 12ms/step >67, 4/693, d1=0.385, d2=0.274 g=3.638 2/2 [==============================] - 0s 13ms/step >67, 5/693, d1=0.391, d2=0.300 g=4.298 2/2 [==============================] - 0s 13ms/step >67, 6/693, d1=0.554, d2=0.481 g=2.782 2/2 [==============================] - 0s 14ms/step >67, 7/693, d1=0.515, d2=0.283 g=4.367 2/2 [==============================] - 0s 15ms/step >67, 8/693, d1=0.329, d2=0.312 g=4.334 2/2 [==============================] - 0s 13ms/step >67, 9/693, d1=0.410, d2=0.412 g=4.017 2/2 [==============================] - 0s 12ms/step >67, 10/693, d1=0.428, d2=0.284 g=3.125 2/2 [==============================] - 0s 11ms/step >67, 11/693, d1=0.389, d2=0.342 g=2.273 2/2 [==============================] - 0s 14ms/step >67, 12/693, d1=0.438, d2=0.387 g=2.982 2/2 [==============================] - 0s 14ms/step >67, 13/693, d1=0.443, d2=0.264 g=4.547 2/2 [==============================] - 0s 16ms/step >67, 14/693, d1=0.371, d2=0.463 g=3.160 2/2 [==============================] - 0s 13ms/step >67, 15/693, d1=0.463, d2=0.273 g=2.524 2/2 [==============================] - 0s 12ms/step >67, 16/693, d1=0.360, d2=0.397 g=4.547 2/2 [==============================] - 0s 15ms/step >67, 17/693, d1=0.387, d2=0.283 g=3.494 2/2 [==============================] - 0s 12ms/step >67, 18/693, d1=0.551, d2=0.327 g=5.348 2/2 [==============================] - 0s 13ms/step >67, 19/693, d1=0.290, d2=0.313 g=5.498 2/2 [==============================] - 0s 14ms/step >67, 20/693, d1=0.433, d2=0.431 g=4.053 2/2 [==============================] - 0s 15ms/step >67, 21/693, d1=0.424, d2=0.492 g=3.849 2/2 [==============================] - 0s 14ms/step >67, 22/693, d1=0.369, d2=0.321 g=4.198 2/2 [==============================] - 0s 12ms/step >67, 23/693, d1=0.438, d2=0.343 g=3.303 2/2 [==============================] - 0s 13ms/step >67, 24/693, d1=0.347, d2=0.314 g=3.434 2/2 [==============================] - 0s 14ms/step >67, 25/693, d1=0.459, d2=0.359 g=3.292 2/2 [==============================] - 0s 14ms/step >67, 26/693, d1=0.534, d2=0.351 g=3.233 2/2 [==============================] - 0s 12ms/step >67, 27/693, d1=0.305, d2=0.463 g=4.107 2/2 [==============================] - 0s 14ms/step >67, 28/693, d1=0.475, d2=0.195 g=3.027 2/2 [==============================] - 0s 13ms/step >67, 29/693, d1=0.501, d2=0.336 g=3.512 2/2 [==============================] - 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0s 12ms/step >67, 41/693, d1=0.424, d2=0.231 g=4.091 2/2 [==============================] - 0s 12ms/step >67, 42/693, d1=0.346, d2=0.345 g=5.033 2/2 [==============================] - 0s 12ms/step >67, 43/693, d1=0.357, d2=0.358 g=2.734 2/2 [==============================] - 0s 13ms/step >67, 44/693, d1=0.368, d2=0.440 g=4.049 2/2 [==============================] - 0s 14ms/step >67, 45/693, d1=0.372, d2=0.273 g=4.968 2/2 [==============================] - 0s 14ms/step >67, 46/693, d1=0.495, d2=0.268 g=4.368 2/2 [==============================] - 0s 14ms/step >67, 47/693, d1=0.521, d2=0.204 g=5.130 2/2 [==============================] - 0s 13ms/step >67, 48/693, d1=0.339, d2=0.341 g=4.273 2/2 [==============================] - 0s 13ms/step >67, 49/693, d1=0.359, d2=0.415 g=4.464 2/2 [==============================] - 0s 12ms/step >67, 50/693, d1=0.427, d2=0.282 g=3.017 2/2 [==============================] - 0s 13ms/step >67, 51/693, d1=0.345, d2=0.330 g=4.282 2/2 [==============================] - 0s 13ms/step >67, 52/693, d1=0.355, d2=0.318 g=4.149 2/2 [==============================] - 0s 14ms/step >67, 53/693, d1=0.383, d2=0.363 g=4.620 2/2 [==============================] - 0s 14ms/step >67, 54/693, d1=0.515, d2=0.370 g=3.892 2/2 [==============================] - 0s 14ms/step >67, 55/693, d1=0.438, d2=0.308 g=5.490 2/2 [==============================] - 0s 12ms/step >67, 56/693, d1=0.399, d2=0.352 g=6.159 2/2 [==============================] - 0s 13ms/step >67, 57/693, d1=0.430, d2=0.323 g=4.594 2/2 [==============================] - 0s 13ms/step >67, 58/693, d1=0.240, d2=0.319 g=3.298 2/2 [==============================] - 0s 12ms/step >67, 59/693, d1=0.504, d2=0.293 g=4.737 2/2 [==============================] - 0s 14ms/step >67, 60/693, d1=0.391, d2=0.365 g=5.387 2/2 [==============================] - 0s 13ms/step >67, 61/693, d1=0.440, d2=0.417 g=4.604 2/2 [==============================] - 0s 12ms/step >67, 62/693, d1=0.420, d2=0.258 g=3.349 2/2 [==============================] - 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0s 12ms/step >67, 85/693, d1=0.511, d2=0.292 g=4.556 2/2 [==============================] - 0s 12ms/step >67, 86/693, d1=0.369, d2=0.329 g=5.339 2/2 [==============================] - 0s 12ms/step >67, 87/693, d1=0.425, d2=0.355 g=2.364 2/2 [==============================] - 0s 11ms/step >67, 88/693, d1=0.408, d2=0.400 g=4.474 2/2 [==============================] - 0s 12ms/step >67, 89/693, d1=0.450, d2=0.357 g=4.609 2/2 [==============================] - 0s 14ms/step >67, 90/693, d1=0.379, d2=0.362 g=4.212 2/2 [==============================] - 0s 14ms/step >67, 91/693, d1=0.482, d2=0.309 g=5.807 2/2 [==============================] - 0s 13ms/step >67, 92/693, d1=0.449, d2=0.320 g=3.420 2/2 [==============================] - 0s 11ms/step >67, 93/693, d1=0.364, d2=0.400 g=6.508 2/2 [==============================] - 0s 11ms/step >67, 94/693, d1=0.324, d2=0.328 g=3.377 2/2 [==============================] - 0s 15ms/step >67, 95/693, d1=0.381, d2=0.276 g=3.246 2/2 [==============================] - 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0s 12ms/step >67, 228/693, d1=0.449, d2=0.375 g=4.451 2/2 [==============================] - 0s 14ms/step >67, 229/693, d1=0.391, d2=0.227 g=3.367 2/2 [==============================] - 0s 13ms/step >67, 230/693, d1=0.520, d2=0.440 g=4.612 2/2 [==============================] - 0s 15ms/step >67, 231/693, d1=0.367, d2=0.387 g=4.239 2/2 [==============================] - 0s 13ms/step >67, 232/693, d1=0.414, d2=0.338 g=3.353 2/2 [==============================] - 0s 14ms/step >67, 233/693, d1=0.433, d2=0.275 g=4.011 2/2 [==============================] - 0s 11ms/step >67, 234/693, d1=0.454, d2=0.412 g=2.956 2/2 [==============================] - 0s 13ms/step >67, 235/693, d1=0.408, d2=0.271 g=4.434 2/2 [==============================] - 0s 16ms/step >67, 236/693, d1=0.412, d2=0.257 g=3.500 2/2 [==============================] - 0s 14ms/step >67, 237/693, d1=0.424, d2=0.366 g=3.729 2/2 [==============================] - 0s 11ms/step >67, 238/693, d1=0.430, d2=0.351 g=4.065 2/2 [==============================] - 0s 12ms/step >67, 239/693, d1=0.459, d2=0.376 g=4.713 2/2 [==============================] - 0s 13ms/step >67, 240/693, d1=0.291, d2=0.254 g=4.488 2/2 [==============================] - 0s 12ms/step >67, 241/693, d1=0.444, d2=0.348 g=6.563 2/2 [==============================] - 0s 12ms/step >67, 242/693, d1=0.267, d2=0.380 g=3.153 2/2 [==============================] - 0s 12ms/step >67, 243/693, d1=0.319, d2=0.293 g=3.073 2/2 [==============================] - 0s 13ms/step >67, 244/693, d1=0.351, d2=0.290 g=7.293 2/2 [==============================] - 0s 14ms/step >67, 245/693, d1=0.408, d2=0.323 g=5.780 2/2 [==============================] - 0s 14ms/step >67, 246/693, d1=0.432, d2=0.341 g=3.102 2/2 [==============================] - 0s 14ms/step >67, 247/693, d1=0.395, d2=0.266 g=2.371 2/2 [==============================] - 0s 13ms/step >67, 248/693, d1=0.419, d2=0.355 g=3.443 2/2 [==============================] - 0s 13ms/step >67, 249/693, d1=0.491, d2=0.291 g=5.344 2/2 [==============================] - 0s 11ms/step >67, 250/693, d1=0.354, d2=0.350 g=4.606 2/2 [==============================] - 0s 12ms/step >67, 251/693, d1=0.447, d2=0.304 g=3.893 2/2 [==============================] - 0s 12ms/step >67, 252/693, d1=0.409, d2=0.270 g=2.693 2/2 [==============================] - 0s 12ms/step >67, 253/693, d1=0.416, d2=0.445 g=5.454 2/2 [==============================] - 0s 11ms/step >67, 254/693, d1=0.425, d2=0.307 g=5.918 2/2 [==============================] - 0s 12ms/step >67, 255/693, d1=0.350, d2=0.287 g=3.138 2/2 [==============================] - 0s 12ms/step >67, 256/693, d1=0.340, d2=0.282 g=3.770 2/2 [==============================] - 0s 14ms/step >67, 257/693, d1=0.456, d2=0.237 g=3.765 2/2 [==============================] - 0s 14ms/step >67, 258/693, d1=0.369, d2=0.350 g=2.940 2/2 [==============================] - 0s 14ms/step >67, 259/693, d1=0.515, d2=0.393 g=5.849 2/2 [==============================] - 0s 13ms/step >67, 260/693, d1=0.640, d2=0.415 g=4.549 2/2 [==============================] - 0s 14ms/step >67, 261/693, d1=0.524, d2=0.390 g=2.767 2/2 [==============================] - 0s 13ms/step >67, 262/693, d1=0.393, d2=0.492 g=5.981 2/2 [==============================] - 0s 13ms/step >67, 263/693, d1=0.359, d2=0.309 g=5.330 2/2 [==============================] - 0s 12ms/step >67, 264/693, d1=0.392, d2=0.371 g=3.893 2/2 [==============================] - 0s 12ms/step >67, 265/693, d1=0.390, d2=0.308 g=4.556 2/2 [==============================] - 0s 13ms/step >67, 266/693, d1=0.326, d2=0.312 g=2.908 2/2 [==============================] - 0s 13ms/step >67, 267/693, d1=0.464, d2=0.265 g=6.050 2/2 [==============================] - 0s 13ms/step >67, 268/693, d1=0.476, d2=0.345 g=3.567 2/2 [==============================] - 0s 13ms/step >67, 269/693, d1=0.348, d2=0.281 g=5.942 2/2 [==============================] - 0s 14ms/step >67, 270/693, d1=0.400, d2=0.244 g=3.403 2/2 [==============================] - 0s 13ms/step >67, 271/693, d1=0.380, d2=0.306 g=2.149 2/2 [==============================] - 0s 12ms/step >67, 272/693, d1=0.297, d2=0.411 g=2.733 2/2 [==============================] - 0s 14ms/step >67, 273/693, d1=0.436, d2=0.285 g=3.581 2/2 [==============================] - 0s 14ms/step >67, 274/693, d1=0.499, d2=0.324 g=4.761 2/2 [==============================] - 0s 14ms/step >67, 275/693, d1=0.316, d2=0.493 g=3.347 2/2 [==============================] - 0s 13ms/step >67, 276/693, d1=0.514, d2=0.239 g=4.234 2/2 [==============================] - 0s 13ms/step >67, 277/693, d1=0.522, d2=0.355 g=3.327 2/2 [==============================] - 0s 14ms/step >67, 278/693, d1=0.504, d2=0.336 g=5.137 2/2 [==============================] - 0s 13ms/step >67, 279/693, d1=0.436, d2=0.485 g=3.176 2/2 [==============================] - 0s 13ms/step >67, 280/693, d1=0.350, d2=0.339 g=3.365 2/2 [==============================] - 0s 12ms/step >67, 281/693, d1=0.353, d2=0.367 g=4.133 2/2 [==============================] - 0s 13ms/step >67, 282/693, d1=0.486, d2=0.284 g=4.349 2/2 [==============================] - 0s 14ms/step >67, 283/693, d1=0.338, d2=0.297 g=2.921 2/2 [==============================] - 0s 12ms/step >67, 284/693, d1=0.355, d2=0.368 g=4.130 2/2 [==============================] - 0s 14ms/step >67, 285/693, d1=0.398, d2=0.442 g=3.282 2/2 [==============================] - 0s 13ms/step >67, 286/693, d1=0.453, d2=0.352 g=5.105 2/2 [==============================] - 0s 12ms/step >67, 287/693, d1=0.435, d2=0.311 g=3.003 2/2 [==============================] - 0s 14ms/step >67, 288/693, d1=0.226, d2=0.362 g=3.475 2/2 [==============================] - 0s 14ms/step >67, 289/693, d1=0.458, d2=0.329 g=2.739 2/2 [==============================] - 0s 15ms/step >67, 290/693, d1=0.403, d2=0.336 g=3.280 2/2 [==============================] - 0s 14ms/step >67, 291/693, d1=0.388, d2=0.379 g=4.516 2/2 [==============================] - 0s 12ms/step >67, 292/693, d1=0.639, d2=0.298 g=6.398 2/2 [==============================] - 0s 13ms/step >67, 293/693, d1=0.469, d2=0.344 g=2.680 2/2 [==============================] - 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0s 13ms/step >67, 338/693, d1=0.323, d2=0.285 g=5.499 2/2 [==============================] - 0s 13ms/step >67, 339/693, d1=0.494, d2=0.315 g=6.094 2/2 [==============================] - 0s 12ms/step >67, 340/693, d1=0.446, d2=0.402 g=3.428 2/2 [==============================] - 0s 15ms/step >67, 341/693, d1=0.287, d2=0.329 g=5.753 2/2 [==============================] - 0s 14ms/step >67, 342/693, d1=0.521, d2=0.290 g=3.398 2/2 [==============================] - 0s 11ms/step >67, 343/693, d1=0.457, d2=0.394 g=3.111 2/2 [==============================] - 0s 14ms/step >67, 344/693, d1=0.525, d2=0.307 g=3.740 2/2 [==============================] - 0s 12ms/step >67, 345/693, d1=0.461, d2=0.310 g=3.529 2/2 [==============================] - 0s 12ms/step >67, 346/693, d1=0.354, d2=0.377 g=3.574 2/2 [==============================] - 0s 13ms/step >67, 347/693, d1=0.439, d2=0.323 g=2.215 2/2 [==============================] - 0s 13ms/step >67, 348/693, d1=0.419, d2=0.430 g=4.797 2/2 [==============================] - 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0s 13ms/step >67, 382/693, d1=0.574, d2=0.285 g=3.653 2/2 [==============================] - 0s 14ms/step >67, 383/693, d1=0.265, d2=0.312 g=4.872 2/2 [==============================] - 0s 12ms/step >67, 384/693, d1=0.467, d2=0.398 g=4.218 2/2 [==============================] - 0s 12ms/step >67, 385/693, d1=0.430, d2=0.342 g=3.459 2/2 [==============================] - 0s 13ms/step >67, 386/693, d1=0.280, d2=0.345 g=3.544 2/2 [==============================] - 0s 13ms/step >67, 387/693, d1=0.521, d2=0.305 g=3.271 2/2 [==============================] - 0s 13ms/step >67, 388/693, d1=0.436, d2=0.317 g=4.367 2/2 [==============================] - 0s 11ms/step >67, 389/693, d1=0.495, d2=0.330 g=4.282 2/2 [==============================] - 0s 12ms/step >67, 390/693, d1=0.241, d2=0.357 g=2.934 2/2 [==============================] - 0s 14ms/step >67, 391/693, d1=0.290, d2=0.315 g=3.119 2/2 [==============================] - 0s 15ms/step >67, 392/693, d1=0.504, d2=0.327 g=4.546 2/2 [==============================] - 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0s 12ms/step >67, 404/693, d1=0.386, d2=0.320 g=3.377 2/2 [==============================] - 0s 14ms/step >67, 405/693, d1=0.324, d2=0.361 g=4.164 2/2 [==============================] - 0s 14ms/step >67, 406/693, d1=0.563, d2=0.394 g=3.236 2/2 [==============================] - 0s 13ms/step >67, 407/693, d1=0.406, d2=0.370 g=4.920 2/2 [==============================] - 0s 12ms/step >67, 408/693, d1=0.402, d2=0.256 g=4.263 2/2 [==============================] - 0s 12ms/step >67, 409/693, d1=0.436, d2=0.307 g=4.455 2/2 [==============================] - 0s 14ms/step >67, 410/693, d1=0.432, d2=0.414 g=4.947 2/2 [==============================] - 0s 13ms/step >67, 411/693, d1=0.342, d2=0.304 g=5.256 2/2 [==============================] - 0s 13ms/step >67, 412/693, d1=0.332, d2=0.313 g=3.767 2/2 [==============================] - 0s 14ms/step >67, 413/693, d1=0.550, d2=0.309 g=2.326 2/2 [==============================] - 0s 14ms/step >67, 414/693, d1=0.355, d2=0.400 g=4.191 2/2 [==============================] - 0s 13ms/step >67, 415/693, d1=0.630, d2=0.281 g=2.740 2/2 [==============================] - 0s 14ms/step >67, 416/693, d1=0.374, d2=0.327 g=5.016 2/2 [==============================] - 0s 14ms/step >67, 417/693, d1=0.290, d2=0.272 g=4.359 2/2 [==============================] - 0s 13ms/step >67, 418/693, d1=0.497, d2=0.276 g=4.362 2/2 [==============================] - 0s 11ms/step >67, 419/693, d1=0.583, d2=0.431 g=6.225 2/2 [==============================] - 0s 13ms/step >67, 420/693, d1=0.380, d2=0.371 g=3.697 2/2 [==============================] - 0s 13ms/step >67, 421/693, d1=0.345, d2=0.389 g=3.572 2/2 [==============================] - 0s 13ms/step >67, 422/693, d1=0.355, d2=0.310 g=3.862 2/2 [==============================] - 0s 12ms/step >67, 423/693, d1=0.467, d2=0.306 g=3.914 2/2 [==============================] - 0s 13ms/step >67, 424/693, d1=0.325, d2=0.338 g=3.948 2/2 [==============================] - 0s 12ms/step >67, 425/693, d1=0.359, d2=0.317 g=5.394 2/2 [==============================] - 0s 12ms/step >67, 426/693, d1=0.501, d2=0.332 g=4.689 2/2 [==============================] - 0s 13ms/step >67, 427/693, d1=0.413, d2=0.397 g=4.587 2/2 [==============================] - 0s 14ms/step >67, 428/693, d1=0.333, d2=0.317 g=4.013 2/2 [==============================] - 0s 13ms/step >67, 429/693, d1=0.439, d2=0.339 g=4.037 2/2 [==============================] - 0s 12ms/step >67, 430/693, d1=0.445, d2=0.283 g=2.954 2/2 [==============================] - 0s 13ms/step >67, 431/693, d1=0.354, d2=0.251 g=4.076 2/2 [==============================] - 0s 11ms/step >67, 432/693, d1=0.385, d2=0.319 g=5.056 2/2 [==============================] - 0s 13ms/step >67, 433/693, d1=0.369, d2=0.414 g=2.923 2/2 [==============================] - 0s 14ms/step >67, 434/693, d1=0.361, d2=0.335 g=4.108 2/2 [==============================] - 0s 13ms/step >67, 435/693, d1=0.518, d2=0.295 g=4.717 2/2 [==============================] - 0s 13ms/step >67, 436/693, d1=0.426, d2=0.436 g=3.662 2/2 [==============================] - 0s 11ms/step >67, 437/693, d1=0.390, d2=0.235 g=3.586 2/2 [==============================] - 0s 12ms/step >67, 438/693, d1=0.418, d2=0.421 g=4.116 2/2 [==============================] - 0s 14ms/step >67, 439/693, d1=0.348, d2=0.316 g=3.239 2/2 [==============================] - 0s 13ms/step >67, 440/693, d1=0.317, d2=0.271 g=3.245 2/2 [==============================] - 0s 14ms/step >67, 441/693, d1=0.375, d2=0.349 g=3.171 2/2 [==============================] - 0s 12ms/step >67, 442/693, d1=0.251, d2=0.293 g=7.482 2/2 [==============================] - 0s 14ms/step >67, 443/693, d1=0.396, d2=0.356 g=4.110 2/2 [==============================] - 0s 13ms/step >67, 444/693, d1=0.430, d2=0.355 g=3.386 2/2 [==============================] - 0s 12ms/step >67, 445/693, d1=0.297, d2=0.362 g=3.964 2/2 [==============================] - 0s 12ms/step >67, 446/693, d1=0.414, d2=0.258 g=4.335 2/2 [==============================] - 0s 12ms/step >67, 447/693, d1=0.513, d2=0.273 g=2.965 2/2 [==============================] - 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0s 15ms/step >67, 602/693, d1=0.445, d2=0.251 g=3.067 2/2 [==============================] - 0s 12ms/step >67, 603/693, d1=0.540, d2=0.423 g=3.222 2/2 [==============================] - 0s 14ms/step >67, 604/693, d1=0.453, d2=0.375 g=3.113 2/2 [==============================] - 0s 12ms/step >67, 605/693, d1=0.357, d2=0.360 g=3.917 2/2 [==============================] - 0s 14ms/step >67, 606/693, d1=0.367, d2=0.349 g=4.707 2/2 [==============================] - 0s 13ms/step >67, 607/693, d1=0.556, d2=0.275 g=3.139 2/2 [==============================] - 0s 12ms/step >67, 608/693, d1=0.467, d2=0.306 g=4.060 2/2 [==============================] - 0s 13ms/step >67, 609/693, d1=0.423, d2=0.450 g=4.076 2/2 [==============================] - 0s 11ms/step >67, 610/693, d1=0.375, d2=0.287 g=3.603 2/2 [==============================] - 0s 14ms/step >67, 611/693, d1=0.390, d2=0.292 g=3.980 2/2 [==============================] - 0s 13ms/step >67, 612/693, d1=0.551, d2=0.313 g=3.494 2/2 [==============================] - 0s 13ms/step >67, 613/693, d1=0.410, d2=0.380 g=3.459 2/2 [==============================] - 0s 13ms/step >67, 614/693, d1=0.416, d2=0.380 g=3.666 2/2 [==============================] - 0s 14ms/step >67, 615/693, d1=0.333, d2=0.284 g=3.337 2/2 [==============================] - 0s 11ms/step >67, 616/693, d1=0.453, d2=0.346 g=3.476 2/2 [==============================] - 0s 12ms/step >67, 617/693, d1=0.290, d2=0.388 g=2.888 2/2 [==============================] - 0s 13ms/step >67, 618/693, d1=0.355, d2=0.322 g=5.083 2/2 [==============================] - 0s 13ms/step >67, 619/693, d1=0.382, d2=0.239 g=4.136 2/2 [==============================] - 0s 13ms/step >67, 620/693, d1=0.413, d2=0.344 g=4.108 2/2 [==============================] - 0s 13ms/step >67, 621/693, d1=0.370, d2=0.338 g=4.359 2/2 [==============================] - 0s 14ms/step >67, 622/693, d1=0.464, d2=0.353 g=4.068 2/2 [==============================] - 0s 13ms/step >67, 623/693, d1=0.377, d2=0.314 g=2.819 2/2 [==============================] - 0s 12ms/step >67, 624/693, d1=0.356, d2=0.284 g=3.752 2/2 [==============================] - 0s 12ms/step >67, 625/693, d1=0.462, d2=0.342 g=3.659 2/2 [==============================] - 0s 13ms/step >67, 626/693, d1=0.379, d2=0.353 g=4.550 2/2 [==============================] - 0s 13ms/step >67, 627/693, d1=0.385, d2=0.467 g=2.046 2/2 [==============================] - 0s 15ms/step >67, 628/693, d1=0.410, d2=0.284 g=5.149 2/2 [==============================] - 0s 17ms/step >67, 629/693, d1=0.452, d2=0.365 g=3.177 2/2 [==============================] - 0s 12ms/step >67, 630/693, d1=0.530, d2=0.320 g=2.619 2/2 [==============================] - 0s 15ms/step >67, 631/693, d1=0.503, d2=0.355 g=2.807 2/2 [==============================] - 0s 14ms/step >67, 632/693, d1=0.403, d2=0.316 g=3.657 2/2 [==============================] - 0s 12ms/step >67, 633/693, d1=0.335, d2=0.378 g=2.174 2/2 [==============================] - 0s 13ms/step >67, 634/693, d1=0.483, d2=0.472 g=2.538 2/2 [==============================] - 0s 12ms/step >67, 635/693, d1=0.414, d2=0.383 g=3.742 2/2 [==============================] - 0s 13ms/step >67, 636/693, d1=0.602, d2=0.323 g=3.218 2/2 [==============================] - 0s 12ms/step >67, 637/693, d1=0.483, d2=0.472 g=4.618 2/2 [==============================] - 0s 12ms/step >67, 638/693, d1=0.367, d2=0.369 g=2.996 2/2 [==============================] - 0s 14ms/step >67, 639/693, d1=0.527, d2=0.294 g=3.900 2/2 [==============================] - 0s 14ms/step >67, 640/693, d1=0.399, d2=0.353 g=4.937 2/2 [==============================] - 0s 12ms/step >67, 641/693, d1=0.374, d2=0.416 g=4.427 2/2 [==============================] - 0s 12ms/step >67, 642/693, d1=0.246, d2=0.289 g=2.755 2/2 [==============================] - 0s 13ms/step >67, 643/693, d1=0.476, d2=0.314 g=2.464 2/2 [==============================] - 0s 13ms/step >67, 644/693, d1=0.240, d2=0.357 g=4.648 2/2 [==============================] - 0s 13ms/step >67, 645/693, d1=0.518, d2=0.270 g=5.098 2/2 [==============================] - 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0s 15ms/step >67, 657/693, d1=0.266, d2=0.271 g=2.874 2/2 [==============================] - 0s 15ms/step >67, 658/693, d1=0.446, d2=0.490 g=4.060 2/2 [==============================] - 0s 14ms/step >67, 659/693, d1=0.500, d2=0.371 g=3.407 2/2 [==============================] - 0s 13ms/step >67, 660/693, d1=0.521, d2=0.328 g=3.371 2/2 [==============================] - 0s 14ms/step >67, 661/693, d1=0.331, d2=0.333 g=2.564 2/2 [==============================] - 0s 12ms/step >67, 662/693, d1=0.302, d2=0.211 g=3.042 2/2 [==============================] - 0s 12ms/step >67, 663/693, d1=0.485, d2=0.324 g=4.170 2/2 [==============================] - 0s 14ms/step >67, 664/693, d1=0.364, d2=0.395 g=4.554 2/2 [==============================] - 0s 13ms/step >67, 665/693, d1=0.378, d2=0.484 g=4.887 2/2 [==============================] - 0s 12ms/step >67, 666/693, d1=0.439, d2=0.357 g=4.973 2/2 [==============================] - 0s 13ms/step >67, 667/693, d1=0.394, d2=0.375 g=3.689 2/2 [==============================] - 0s 12ms/step >67, 668/693, d1=0.301, d2=0.256 g=4.574 2/2 [==============================] - 0s 15ms/step >67, 669/693, d1=0.312, d2=0.382 g=2.016 2/2 [==============================] - 0s 12ms/step >67, 670/693, d1=0.455, d2=0.237 g=5.123 2/2 [==============================] - 0s 12ms/step >67, 671/693, d1=0.409, d2=0.351 g=4.641 2/2 [==============================] - 0s 14ms/step >67, 672/693, d1=0.321, d2=0.281 g=3.999 2/2 [==============================] - 0s 12ms/step >67, 673/693, d1=0.319, d2=0.318 g=3.509 2/2 [==============================] - 0s 13ms/step >67, 674/693, d1=0.476, d2=0.389 g=6.405 2/2 [==============================] - 0s 13ms/step >67, 675/693, d1=0.381, d2=0.284 g=3.552 2/2 [==============================] - 0s 14ms/step >67, 676/693, d1=0.497, d2=0.423 g=3.329 2/2 [==============================] - 0s 14ms/step >67, 677/693, d1=0.534, d2=0.380 g=4.023 2/2 [==============================] - 0s 14ms/step >67, 678/693, d1=0.481, d2=0.293 g=4.008 2/2 [==============================] - 0s 13ms/step >67, 679/693, d1=0.365, d2=0.356 g=3.005 2/2 [==============================] - 0s 14ms/step >67, 680/693, d1=0.413, d2=0.446 g=4.000 2/2 [==============================] - 0s 12ms/step >67, 681/693, d1=0.358, d2=0.340 g=2.274 2/2 [==============================] - 0s 13ms/step >67, 682/693, d1=0.361, d2=0.355 g=4.506 2/2 [==============================] - 0s 12ms/step >67, 683/693, d1=0.433, d2=0.392 g=2.740 2/2 [==============================] - 0s 12ms/step >67, 684/693, d1=0.448, d2=0.199 g=5.306 2/2 [==============================] - 0s 13ms/step >67, 685/693, d1=0.487, d2=0.329 g=7.132 2/2 [==============================] - 0s 13ms/step >67, 686/693, d1=0.433, d2=0.418 g=4.485 2/2 [==============================] - 0s 13ms/step >67, 687/693, d1=0.298, d2=0.263 g=4.574 2/2 [==============================] - 0s 12ms/step >67, 688/693, d1=0.378, d2=0.323 g=4.933 2/2 [==============================] - 0s 16ms/step >67, 689/693, d1=0.467, d2=0.311 g=3.721 2/2 [==============================] - 0s 11ms/step >67, 690/693, d1=0.450, d2=0.439 g=4.957 2/2 [==============================] - 0s 14ms/step >67, 691/693, d1=0.413, d2=0.329 g=3.762 2/2 [==============================] - 0s 13ms/step >67, 692/693, d1=0.316, d2=0.229 g=3.277 2/2 [==============================] - 0s 14ms/step >67, 693/693, d1=0.612, d2=0.453 g=4.247 2/2 [==============================] - 0s 14ms/step >68, 1/693, d1=0.302, d2=0.296 g=2.201 2/2 [==============================] - 0s 14ms/step >68, 2/693, d1=0.346, d2=0.409 g=3.738 2/2 [==============================] - 0s 13ms/step >68, 3/693, d1=0.330, d2=0.327 g=5.072 2/2 [==============================] - 0s 12ms/step >68, 4/693, d1=0.473, d2=0.268 g=3.370 2/2 [==============================] - 0s 13ms/step >68, 5/693, d1=0.652, d2=0.378 g=2.600 2/2 [==============================] - 0s 14ms/step >68, 6/693, d1=0.382, d2=0.408 g=4.509 2/2 [==============================] - 0s 13ms/step >68, 7/693, d1=0.444, d2=0.298 g=4.624 2/2 [==============================] - 0s 14ms/step >68, 8/693, d1=0.392, d2=0.380 g=4.033 2/2 [==============================] - 0s 12ms/step >68, 9/693, d1=0.388, d2=0.294 g=4.050 2/2 [==============================] - 0s 12ms/step >68, 10/693, d1=0.482, d2=0.346 g=2.567 2/2 [==============================] - 0s 13ms/step >68, 11/693, d1=0.420, d2=0.332 g=4.152 2/2 [==============================] - 0s 14ms/step >68, 12/693, d1=0.301, d2=0.334 g=5.675 2/2 [==============================] - 0s 16ms/step >68, 13/693, d1=0.270, d2=0.300 g=4.985 2/2 [==============================] - 0s 13ms/step >68, 14/693, d1=0.328, d2=0.307 g=4.936 2/2 [==============================] - 0s 13ms/step >68, 15/693, d1=0.314, d2=0.220 g=3.797 2/2 [==============================] - 0s 13ms/step >68, 16/693, d1=0.435, d2=0.383 g=2.818 2/2 [==============================] - 0s 14ms/step >68, 17/693, d1=0.456, d2=0.358 g=4.954 2/2 [==============================] - 0s 14ms/step >68, 18/693, d1=0.465, d2=0.348 g=4.274 2/2 [==============================] - 0s 12ms/step >68, 19/693, d1=0.342, d2=0.242 g=3.737 2/2 [==============================] - 0s 13ms/step >68, 20/693, d1=0.549, d2=0.326 g=3.082 2/2 [==============================] - 0s 13ms/step >68, 21/693, d1=0.304, d2=0.347 g=4.733 2/2 [==============================] - 0s 14ms/step >68, 22/693, d1=0.439, d2=0.412 g=2.938 2/2 [==============================] - 0s 13ms/step >68, 23/693, d1=0.543, d2=0.305 g=5.348 2/2 [==============================] - 0s 13ms/step >68, 24/693, d1=0.339, d2=0.406 g=3.812 2/2 [==============================] - 0s 13ms/step >68, 25/693, d1=0.290, d2=0.251 g=3.122 2/2 [==============================] - 0s 13ms/step >68, 26/693, d1=0.431, d2=0.360 g=2.883 2/2 [==============================] - 0s 13ms/step >68, 27/693, d1=0.349, d2=0.313 g=4.274 2/2 [==============================] - 0s 14ms/step >68, 28/693, d1=0.465, d2=0.263 g=3.553 2/2 [==============================] - 0s 13ms/step >68, 29/693, d1=0.469, d2=0.286 g=4.065 2/2 [==============================] - 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0s 12ms/step >68, 41/693, d1=0.387, d2=0.315 g=4.787 2/2 [==============================] - 0s 16ms/step >68, 42/693, d1=0.425, d2=0.387 g=3.232 2/2 [==============================] - 0s 14ms/step >68, 43/693, d1=0.257, d2=0.366 g=5.328 2/2 [==============================] - 0s 13ms/step >68, 44/693, d1=0.359, d2=0.267 g=2.910 2/2 [==============================] - 0s 13ms/step >68, 45/693, d1=0.449, d2=0.379 g=4.628 2/2 [==============================] - 0s 13ms/step >68, 46/693, d1=0.430, d2=0.287 g=4.095 2/2 [==============================] - 0s 12ms/step >68, 47/693, d1=0.442, d2=0.435 g=3.762 2/2 [==============================] - 0s 14ms/step >68, 48/693, d1=0.643, d2=0.244 g=3.603 2/2 [==============================] - 0s 13ms/step >68, 49/693, d1=0.487, d2=0.316 g=3.620 2/2 [==============================] - 0s 14ms/step >68, 50/693, d1=0.166, d2=0.423 g=6.105 2/2 [==============================] - 0s 13ms/step >68, 51/693, d1=0.335, d2=0.251 g=3.106 2/2 [==============================] - 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0s 12ms/step >68, 74/693, d1=0.514, d2=0.327 g=3.882 2/2 [==============================] - 0s 13ms/step >68, 75/693, d1=0.367, d2=0.414 g=4.003 2/2 [==============================] - 0s 13ms/step >68, 76/693, d1=0.261, d2=0.372 g=3.537 2/2 [==============================] - 0s 14ms/step >68, 77/693, d1=0.450, d2=0.294 g=3.869 2/2 [==============================] - 0s 13ms/step >68, 78/693, d1=0.557, d2=0.315 g=4.877 2/2 [==============================] - 0s 12ms/step >68, 79/693, d1=0.495, d2=0.397 g=2.777 2/2 [==============================] - 0s 12ms/step >68, 80/693, d1=0.309, d2=0.479 g=2.486 2/2 [==============================] - 0s 13ms/step >68, 81/693, d1=0.394, d2=0.265 g=3.480 2/2 [==============================] - 0s 14ms/step >68, 82/693, d1=0.398, d2=0.314 g=4.929 2/2 [==============================] - 0s 15ms/step >68, 83/693, d1=0.521, d2=0.292 g=3.363 2/2 [==============================] - 0s 13ms/step >68, 84/693, d1=0.463, d2=0.502 g=4.105 2/2 [==============================] - 0s 13ms/step >68, 85/693, d1=0.470, d2=0.393 g=4.923 2/2 [==============================] - 0s 13ms/step >68, 86/693, d1=0.358, d2=0.334 g=4.639 2/2 [==============================] - 0s 14ms/step >68, 87/693, d1=0.479, d2=0.363 g=5.257 2/2 [==============================] - 0s 14ms/step >68, 88/693, d1=0.405, d2=0.342 g=3.612 2/2 [==============================] - 0s 12ms/step >68, 89/693, d1=0.447, d2=0.407 g=3.390 2/2 [==============================] - 0s 12ms/step >68, 90/693, d1=0.386, d2=0.303 g=4.413 2/2 [==============================] - 0s 13ms/step >68, 91/693, d1=0.422, d2=0.251 g=3.105 2/2 [==============================] - 0s 14ms/step >68, 92/693, d1=0.356, d2=0.361 g=3.003 2/2 [==============================] - 0s 12ms/step >68, 93/693, d1=0.374, d2=0.413 g=4.978 2/2 [==============================] - 0s 14ms/step >68, 94/693, d1=0.418, d2=0.297 g=3.458 2/2 [==============================] - 0s 13ms/step >68, 95/693, d1=0.464, d2=0.276 g=2.723 2/2 [==============================] - 0s 14ms/step >68, 96/693, d1=0.374, d2=0.501 g=6.236 2/2 [==============================] - 0s 14ms/step >68, 97/693, d1=0.342, d2=0.272 g=3.788 2/2 [==============================] - 0s 12ms/step >68, 98/693, d1=0.327, d2=0.331 g=3.061 2/2 [==============================] - 0s 11ms/step >68, 99/693, d1=0.526, d2=0.338 g=3.257 2/2 [==============================] - 0s 14ms/step >68, 100/693, d1=0.399, d2=0.347 g=3.105 2/2 [==============================] - 0s 15ms/step >68, 101/693, d1=0.588, d2=0.415 g=4.951 2/2 [==============================] - 0s 13ms/step >68, 102/693, d1=0.358, d2=0.344 g=2.574 2/2 [==============================] - 0s 12ms/step >68, 103/693, d1=0.404, d2=0.275 g=3.621 2/2 [==============================] - 0s 12ms/step >68, 104/693, d1=0.488, d2=0.466 g=3.502 2/2 [==============================] - 0s 12ms/step >68, 105/693, d1=0.369, d2=0.374 g=3.894 2/2 [==============================] - 0s 12ms/step >68, 106/693, d1=0.403, d2=0.270 g=3.526 2/2 [==============================] - 0s 14ms/step >68, 107/693, d1=0.431, d2=0.271 g=3.046 2/2 [==============================] - 0s 13ms/step >68, 108/693, d1=0.275, d2=0.405 g=3.958 2/2 [==============================] - 0s 13ms/step >68, 109/693, d1=0.481, d2=0.340 g=3.987 2/2 [==============================] - 0s 13ms/step >68, 110/693, d1=0.453, d2=0.404 g=2.440 2/2 [==============================] - 0s 12ms/step >68, 111/693, d1=0.381, d2=0.305 g=3.275 2/2 [==============================] - 0s 13ms/step >68, 112/693, d1=0.386, d2=0.244 g=3.864 2/2 [==============================] - 0s 13ms/step >68, 113/693, d1=0.372, d2=0.396 g=4.439 2/2 [==============================] - 0s 14ms/step >68, 114/693, d1=0.372, d2=0.274 g=2.989 2/2 [==============================] - 0s 14ms/step >68, 115/693, d1=0.632, d2=0.414 g=2.975 2/2 [==============================] - 0s 13ms/step >68, 116/693, d1=0.430, d2=0.319 g=4.049 2/2 [==============================] - 0s 14ms/step >68, 117/693, d1=0.413, d2=0.236 g=2.824 2/2 [==============================] - 0s 15ms/step >68, 118/693, d1=0.481, d2=0.398 g=4.293 2/2 [==============================] - 0s 14ms/step >68, 119/693, d1=0.412, d2=0.414 g=2.925 2/2 [==============================] - 0s 14ms/step >68, 120/693, d1=0.409, d2=0.297 g=4.137 2/2 [==============================] - 0s 13ms/step >68, 121/693, d1=0.476, d2=0.322 g=3.021 2/2 [==============================] - 0s 13ms/step >68, 122/693, d1=0.259, d2=0.398 g=3.264 2/2 [==============================] - 0s 14ms/step >68, 123/693, d1=0.520, d2=0.281 g=3.771 2/2 [==============================] - 0s 11ms/step >68, 124/693, d1=0.325, d2=0.313 g=3.878 2/2 [==============================] - 0s 13ms/step >68, 125/693, d1=0.417, d2=0.340 g=3.011 2/2 [==============================] - 0s 14ms/step >68, 126/693, d1=0.345, d2=0.317 g=3.157 2/2 [==============================] - 0s 14ms/step >68, 127/693, d1=0.476, d2=0.332 g=2.855 2/2 [==============================] - 0s 14ms/step >68, 128/693, d1=0.337, d2=0.392 g=3.883 2/2 [==============================] - 0s 14ms/step >68, 129/693, d1=0.355, d2=0.296 g=4.720 2/2 [==============================] - 0s 13ms/step >68, 130/693, d1=0.492, d2=0.269 g=3.895 2/2 [==============================] - 0s 13ms/step >68, 131/693, d1=0.319, d2=0.267 g=3.125 2/2 [==============================] - 0s 14ms/step >68, 132/693, d1=0.487, d2=0.319 g=4.160 2/2 [==============================] - 0s 14ms/step >68, 133/693, d1=0.414, d2=0.450 g=5.842 2/2 [==============================] - 0s 13ms/step >68, 134/693, d1=0.432, d2=0.334 g=4.367 2/2 [==============================] - 0s 13ms/step >68, 135/693, d1=0.616, d2=0.262 g=3.290 2/2 [==============================] - 0s 13ms/step >68, 136/693, d1=0.359, d2=0.297 g=3.359 2/2 [==============================] - 0s 12ms/step >68, 137/693, d1=0.454, d2=0.376 g=3.618 2/2 [==============================] - 0s 14ms/step >68, 138/693, d1=0.329, d2=0.325 g=3.690 2/2 [==============================] - 0s 13ms/step >68, 139/693, d1=0.327, d2=0.422 g=2.288 2/2 [==============================] - 0s 12ms/step >68, 140/693, d1=0.305, d2=0.300 g=3.011 2/2 [==============================] - 0s 12ms/step >68, 141/693, d1=0.367, d2=0.310 g=2.584 2/2 [==============================] - 0s 13ms/step >68, 142/693, d1=0.365, d2=0.282 g=3.721 2/2 [==============================] - 0s 12ms/step >68, 143/693, d1=0.372, d2=0.268 g=4.518 2/2 [==============================] - 0s 13ms/step >68, 144/693, d1=0.343, d2=0.338 g=5.738 2/2 [==============================] - 0s 12ms/step >68, 145/693, d1=0.381, d2=0.294 g=4.727 2/2 [==============================] - 0s 12ms/step >68, 146/693, d1=0.405, d2=0.291 g=3.944 2/2 [==============================] - 0s 12ms/step >68, 147/693, d1=0.369, d2=0.235 g=4.196 2/2 [==============================] - 0s 14ms/step >68, 148/693, d1=0.384, d2=0.423 g=3.543 2/2 [==============================] - 0s 11ms/step >68, 149/693, d1=0.421, d2=0.318 g=3.473 2/2 [==============================] - 0s 12ms/step >68, 150/693, d1=0.312, d2=0.314 g=4.172 2/2 [==============================] - 0s 14ms/step >68, 151/693, d1=0.513, d2=0.357 g=2.810 2/2 [==============================] - 0s 14ms/step >68, 152/693, d1=0.357, d2=0.273 g=4.073 2/2 [==============================] - 0s 13ms/step >68, 153/693, d1=0.363, d2=0.263 g=3.714 2/2 [==============================] - 0s 15ms/step >68, 154/693, d1=0.285, d2=0.311 g=3.593 2/2 [==============================] - 0s 14ms/step >68, 155/693, d1=0.361, d2=0.278 g=2.716 2/2 [==============================] - 0s 14ms/step >68, 156/693, d1=0.378, d2=0.422 g=4.593 2/2 [==============================] - 0s 12ms/step >68, 157/693, d1=0.535, d2=0.279 g=3.594 2/2 [==============================] - 0s 13ms/step >68, 158/693, d1=0.416, d2=0.404 g=2.491 2/2 [==============================] - 0s 12ms/step >68, 159/693, d1=0.492, d2=0.309 g=5.469 2/2 [==============================] - 0s 13ms/step >68, 160/693, d1=0.452, d2=0.455 g=4.324 2/2 [==============================] - 0s 12ms/step >68, 161/693, d1=0.483, d2=0.317 g=3.395 2/2 [==============================] - 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0s 11ms/step >68, 173/693, d1=0.549, d2=0.395 g=2.559 2/2 [==============================] - 0s 12ms/step >68, 174/693, d1=0.473, d2=0.364 g=4.405 2/2 [==============================] - 0s 13ms/step >68, 175/693, d1=0.370, d2=0.420 g=4.599 2/2 [==============================] - 0s 13ms/step >68, 176/693, d1=0.466, d2=0.377 g=2.736 2/2 [==============================] - 0s 13ms/step >68, 177/693, d1=0.419, d2=0.395 g=5.310 2/2 [==============================] - 0s 14ms/step >68, 178/693, d1=0.510, d2=0.344 g=3.475 2/2 [==============================] - 0s 12ms/step >68, 179/693, d1=0.540, d2=0.279 g=3.442 2/2 [==============================] - 0s 12ms/step >68, 180/693, d1=0.352, d2=0.358 g=4.637 2/2 [==============================] - 0s 12ms/step >68, 181/693, d1=0.292, d2=0.244 g=2.191 2/2 [==============================] - 0s 12ms/step >68, 182/693, d1=0.414, d2=0.299 g=4.354 2/2 [==============================] - 0s 13ms/step >68, 183/693, d1=0.277, d2=0.350 g=4.408 2/2 [==============================] - 0s 14ms/step >68, 184/693, d1=0.583, d2=0.443 g=3.242 2/2 [==============================] - 0s 14ms/step >68, 185/693, d1=0.428, d2=0.363 g=3.731 2/2 [==============================] - 0s 12ms/step >68, 186/693, d1=0.365, d2=0.253 g=3.371 2/2 [==============================] - 0s 12ms/step >68, 187/693, d1=0.368, d2=0.400 g=3.351 2/2 [==============================] - 0s 12ms/step >68, 188/693, d1=0.262, d2=0.259 g=2.604 2/2 [==============================] - 0s 13ms/step >68, 189/693, d1=0.330, d2=0.425 g=3.166 2/2 [==============================] - 0s 14ms/step >68, 190/693, d1=0.240, d2=0.207 g=4.261 2/2 [==============================] - 0s 12ms/step >68, 191/693, d1=0.540, d2=0.368 g=3.279 2/2 [==============================] - 0s 13ms/step >68, 192/693, d1=0.508, d2=0.325 g=3.262 2/2 [==============================] - 0s 13ms/step >68, 193/693, d1=0.374, d2=0.436 g=5.637 2/2 [==============================] - 0s 13ms/step >68, 194/693, d1=0.293, d2=0.462 g=5.477 2/2 [==============================] - 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0s 13ms/step >68, 206/693, d1=0.477, d2=0.280 g=2.690 2/2 [==============================] - 0s 14ms/step >68, 207/693, d1=0.534, d2=0.293 g=2.589 2/2 [==============================] - 0s 13ms/step >68, 208/693, d1=0.323, d2=0.252 g=3.588 2/2 [==============================] - 0s 15ms/step >68, 209/693, d1=0.579, d2=0.380 g=3.675 2/2 [==============================] - 0s 14ms/step >68, 210/693, d1=0.461, d2=0.339 g=3.922 2/2 [==============================] - 0s 14ms/step >68, 211/693, d1=0.290, d2=0.373 g=5.762 2/2 [==============================] - 0s 14ms/step >68, 212/693, d1=0.300, d2=0.265 g=2.676 2/2 [==============================] - 0s 14ms/step >68, 213/693, d1=0.381, d2=0.291 g=6.433 2/2 [==============================] - 0s 14ms/step >68, 214/693, d1=0.281, d2=0.220 g=3.289 2/2 [==============================] - 0s 14ms/step >68, 215/693, d1=0.504, d2=0.447 g=4.536 2/2 [==============================] - 0s 13ms/step >68, 216/693, d1=0.456, d2=0.296 g=5.076 2/2 [==============================] - 0s 12ms/step >68, 217/693, d1=0.471, d2=0.241 g=3.806 2/2 [==============================] - 0s 13ms/step >68, 218/693, d1=0.320, d2=0.396 g=3.456 2/2 [==============================] - 0s 14ms/step >68, 219/693, d1=0.511, d2=0.353 g=2.828 2/2 [==============================] - 0s 13ms/step >68, 220/693, d1=0.292, d2=0.397 g=4.622 2/2 [==============================] - 0s 13ms/step >68, 221/693, d1=0.370, d2=0.293 g=3.971 2/2 [==============================] - 0s 13ms/step >68, 222/693, d1=0.348, d2=0.393 g=4.318 2/2 [==============================] - 0s 14ms/step >68, 223/693, d1=0.435, d2=0.266 g=3.242 2/2 [==============================] - 0s 12ms/step >68, 224/693, d1=0.298, d2=0.300 g=3.721 2/2 [==============================] - 0s 14ms/step >68, 225/693, d1=0.497, d2=0.456 g=2.696 2/2 [==============================] - 0s 11ms/step >68, 226/693, d1=0.480, d2=0.299 g=3.743 2/2 [==============================] - 0s 13ms/step >68, 227/693, d1=0.381, d2=0.356 g=3.348 2/2 [==============================] - 0s 12ms/step >68, 228/693, d1=0.335, d2=0.465 g=3.797 2/2 [==============================] - 0s 11ms/step >68, 229/693, d1=0.489, d2=0.252 g=3.244 2/2 [==============================] - 0s 12ms/step >68, 230/693, d1=0.403, d2=0.284 g=4.283 2/2 [==============================] - 0s 15ms/step >68, 231/693, d1=0.359, d2=0.319 g=4.789 2/2 [==============================] - 0s 12ms/step >68, 232/693, d1=0.393, d2=0.262 g=4.261 2/2 [==============================] - 0s 14ms/step >68, 233/693, d1=0.324, d2=0.335 g=4.504 2/2 [==============================] - 0s 13ms/step >68, 234/693, d1=0.574, d2=0.351 g=3.618 2/2 [==============================] - 0s 12ms/step >68, 235/693, d1=0.418, d2=0.245 g=4.769 2/2 [==============================] - 0s 13ms/step >68, 236/693, d1=0.465, d2=0.379 g=3.772 2/2 [==============================] - 0s 14ms/step >68, 237/693, d1=0.378, d2=0.297 g=3.419 2/2 [==============================] - 0s 14ms/step >68, 238/693, d1=0.386, d2=0.272 g=3.463 2/2 [==============================] - 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0s 14ms/step >68, 250/693, d1=0.507, d2=0.462 g=2.929 2/2 [==============================] - 0s 12ms/step >68, 251/693, d1=0.360, d2=0.358 g=4.989 2/2 [==============================] - 0s 15ms/step >68, 252/693, d1=0.604, d2=0.302 g=2.102 2/2 [==============================] - 0s 12ms/step >68, 253/693, d1=0.510, d2=0.328 g=4.403 2/2 [==============================] - 0s 13ms/step >68, 254/693, d1=0.302, d2=0.309 g=2.592 2/2 [==============================] - 0s 14ms/step >68, 255/693, d1=0.332, d2=0.409 g=3.005 2/2 [==============================] - 0s 14ms/step >68, 256/693, d1=0.484, d2=0.279 g=4.344 2/2 [==============================] - 0s 14ms/step >68, 257/693, d1=0.376, d2=0.344 g=4.293 2/2 [==============================] - 0s 14ms/step >68, 258/693, d1=0.534, d2=0.316 g=4.149 2/2 [==============================] - 0s 12ms/step >68, 259/693, d1=0.394, d2=0.469 g=4.553 2/2 [==============================] - 0s 13ms/step >68, 260/693, d1=0.354, d2=0.322 g=2.909 2/2 [==============================] - 0s 13ms/step >68, 261/693, d1=0.419, d2=0.293 g=2.865 2/2 [==============================] - 0s 11ms/step >68, 262/693, d1=0.503, d2=0.268 g=4.112 2/2 [==============================] - 0s 13ms/step >68, 263/693, d1=0.307, d2=0.465 g=3.951 2/2 [==============================] - 0s 12ms/step >68, 264/693, d1=0.515, d2=0.240 g=4.157 2/2 [==============================] - 0s 13ms/step >68, 265/693, d1=0.311, d2=0.323 g=4.230 2/2 [==============================] - 0s 12ms/step >68, 266/693, d1=0.447, d2=0.299 g=4.058 2/2 [==============================] - 0s 14ms/step >68, 267/693, d1=0.332, d2=0.403 g=3.889 2/2 [==============================] - 0s 13ms/step >68, 268/693, d1=0.466, d2=0.283 g=3.096 2/2 [==============================] - 0s 12ms/step >68, 269/693, d1=0.570, d2=0.407 g=5.194 2/2 [==============================] - 0s 13ms/step >68, 270/693, d1=0.354, d2=0.385 g=3.713 2/2 [==============================] - 0s 12ms/step >68, 271/693, d1=0.530, d2=0.343 g=2.773 2/2 [==============================] - 0s 12ms/step >68, 272/693, d1=0.280, d2=0.290 g=3.934 2/2 [==============================] - 0s 12ms/step >68, 273/693, d1=0.369, d2=0.347 g=2.922 2/2 [==============================] - 0s 12ms/step >68, 274/693, d1=0.290, d2=0.230 g=4.385 2/2 [==============================] - 0s 14ms/step >68, 275/693, d1=0.524, d2=0.334 g=3.973 2/2 [==============================] - 0s 13ms/step >68, 276/693, d1=0.390, d2=0.255 g=2.161 2/2 [==============================] - 0s 12ms/step >68, 277/693, d1=0.385, d2=0.325 g=3.457 2/2 [==============================] - 0s 12ms/step >68, 278/693, d1=0.455, d2=0.446 g=3.527 2/2 [==============================] - 0s 14ms/step >68, 279/693, d1=0.426, d2=0.348 g=3.226 2/2 [==============================] - 0s 11ms/step >68, 280/693, d1=0.352, d2=0.272 g=4.252 2/2 [==============================] - 0s 14ms/step >68, 281/693, d1=0.381, d2=0.380 g=4.402 2/2 [==============================] - 0s 13ms/step >68, 282/693, d1=0.408, d2=0.261 g=3.735 2/2 [==============================] - 0s 13ms/step >68, 283/693, d1=0.397, d2=0.298 g=3.519 2/2 [==============================] - 0s 14ms/step >68, 284/693, d1=0.392, d2=0.299 g=5.160 2/2 [==============================] - 0s 13ms/step >68, 285/693, d1=0.376, d2=0.295 g=2.603 2/2 [==============================] - 0s 12ms/step >68, 286/693, d1=0.316, d2=0.261 g=4.790 2/2 [==============================] - 0s 12ms/step >68, 287/693, d1=0.407, d2=0.366 g=5.063 2/2 [==============================] - 0s 13ms/step >68, 288/693, d1=0.348, d2=0.296 g=3.233 2/2 [==============================] - 0s 12ms/step >68, 289/693, d1=0.421, d2=0.251 g=4.224 2/2 [==============================] - 0s 13ms/step >68, 290/693, d1=0.378, d2=0.410 g=4.956 2/2 [==============================] - 0s 13ms/step >68, 291/693, d1=0.350, d2=0.309 g=3.782 2/2 [==============================] - 0s 14ms/step >68, 292/693, d1=0.521, d2=0.297 g=3.698 2/2 [==============================] - 0s 12ms/step >68, 293/693, d1=0.333, d2=0.358 g=3.354 2/2 [==============================] - 0s 14ms/step >68, 294/693, d1=0.466, d2=0.409 g=3.476 2/2 [==============================] - 0s 14ms/step >68, 295/693, d1=0.289, d2=0.370 g=3.727 2/2 [==============================] - 0s 13ms/step >68, 296/693, d1=0.555, d2=0.274 g=4.730 2/2 [==============================] - 0s 12ms/step >68, 297/693, d1=0.317, d2=0.287 g=3.367 2/2 [==============================] - 0s 14ms/step >68, 298/693, d1=0.284, d2=0.299 g=2.200 2/2 [==============================] - 0s 12ms/step >68, 299/693, d1=0.386, d2=0.343 g=2.616 2/2 [==============================] - 0s 12ms/step >68, 300/693, d1=0.448, d2=0.323 g=3.898 2/2 [==============================] - 0s 14ms/step >68, 301/693, d1=0.426, d2=0.328 g=3.054 2/2 [==============================] - 0s 14ms/step >68, 302/693, d1=0.372, d2=0.380 g=3.319 2/2 [==============================] - 0s 12ms/step >68, 303/693, d1=0.456, d2=0.341 g=2.678 2/2 [==============================] - 0s 14ms/step >68, 304/693, d1=0.331, d2=0.379 g=3.217 2/2 [==============================] - 0s 13ms/step >68, 305/693, d1=0.297, d2=0.383 g=3.561 2/2 [==============================] - 0s 13ms/step >68, 306/693, d1=0.399, d2=0.175 g=3.093 2/2 [==============================] - 0s 13ms/step >68, 307/693, d1=0.487, d2=0.344 g=2.731 2/2 [==============================] - 0s 15ms/step >68, 308/693, d1=0.351, d2=0.287 g=3.571 2/2 [==============================] - 0s 12ms/step >68, 309/693, d1=0.352, d2=0.381 g=3.477 2/2 [==============================] - 0s 13ms/step >68, 310/693, d1=0.523, d2=0.271 g=3.761 2/2 [==============================] - 0s 14ms/step >68, 311/693, d1=0.333, d2=0.319 g=4.264 2/2 [==============================] - 0s 13ms/step >68, 312/693, d1=0.414, d2=0.322 g=2.961 2/2 [==============================] - 0s 14ms/step >68, 313/693, d1=0.594, d2=0.272 g=2.895 2/2 [==============================] - 0s 13ms/step >68, 314/693, d1=0.457, d2=0.262 g=2.650 2/2 [==============================] - 0s 13ms/step >68, 315/693, d1=0.224, d2=0.476 g=3.488 2/2 [==============================] - 0s 14ms/step >68, 316/693, d1=0.449, d2=0.440 g=3.805 2/2 [==============================] - 0s 13ms/step >68, 317/693, d1=0.442, d2=0.360 g=3.430 2/2 [==============================] - 0s 12ms/step >68, 318/693, d1=0.359, d2=0.315 g=5.381 2/2 [==============================] - 0s 14ms/step >68, 319/693, d1=0.394, d2=0.315 g=3.071 2/2 [==============================] - 0s 14ms/step >68, 320/693, d1=0.537, d2=0.255 g=2.689 2/2 [==============================] - 0s 14ms/step >68, 321/693, d1=0.362, d2=0.392 g=1.737 2/2 [==============================] - 0s 12ms/step >68, 322/693, d1=0.361, d2=0.326 g=3.049 2/2 [==============================] - 0s 12ms/step >68, 323/693, d1=0.316, d2=0.377 g=3.563 2/2 [==============================] - 0s 13ms/step >68, 324/693, d1=0.470, d2=0.278 g=3.784 2/2 [==============================] - 0s 12ms/step >68, 325/693, d1=0.454, d2=0.374 g=3.780 2/2 [==============================] - 0s 12ms/step >68, 326/693, d1=0.377, d2=0.238 g=3.670 2/2 [==============================] - 0s 14ms/step >68, 327/693, d1=0.523, d2=0.319 g=2.537 2/2 [==============================] - 0s 14ms/step >68, 328/693, d1=0.420, d2=0.276 g=2.863 2/2 [==============================] - 0s 12ms/step >68, 329/693, d1=0.573, d2=0.363 g=3.343 2/2 [==============================] - 0s 14ms/step >68, 330/693, d1=0.442, d2=0.346 g=2.881 2/2 [==============================] - 0s 13ms/step >68, 331/693, d1=0.504, d2=0.399 g=2.820 2/2 [==============================] - 0s 13ms/step >68, 332/693, d1=0.331, d2=0.425 g=3.260 2/2 [==============================] - 0s 13ms/step >68, 333/693, d1=0.432, d2=0.359 g=2.877 2/2 [==============================] - 0s 13ms/step >68, 334/693, d1=0.482, d2=0.317 g=2.932 2/2 [==============================] - 0s 12ms/step >68, 335/693, d1=0.415, d2=0.367 g=3.373 2/2 [==============================] - 0s 12ms/step >68, 336/693, d1=0.333, d2=0.299 g=5.181 2/2 [==============================] - 0s 13ms/step >68, 337/693, d1=0.425, d2=0.358 g=2.622 2/2 [==============================] - 0s 13ms/step >68, 338/693, d1=0.320, d2=0.379 g=3.295 2/2 [==============================] - 0s 12ms/step >68, 339/693, d1=0.476, d2=0.314 g=3.340 2/2 [==============================] - 0s 12ms/step >68, 340/693, d1=0.370, d2=0.267 g=4.977 2/2 [==============================] - 0s 13ms/step >68, 341/693, d1=0.403, d2=0.383 g=3.537 2/2 [==============================] - 0s 12ms/step >68, 342/693, d1=0.466, d2=0.301 g=3.665 2/2 [==============================] - 0s 14ms/step >68, 343/693, d1=0.325, d2=0.408 g=4.443 2/2 [==============================] - 0s 13ms/step >68, 344/693, d1=0.461, d2=0.343 g=4.507 2/2 [==============================] - 0s 15ms/step >68, 345/693, d1=0.412, d2=0.270 g=4.185 2/2 [==============================] - 0s 12ms/step >68, 346/693, d1=0.401, d2=0.298 g=3.908 2/2 [==============================] - 0s 13ms/step >68, 347/693, d1=0.382, d2=0.502 g=3.823 2/2 [==============================] - 0s 14ms/step >68, 348/693, d1=0.392, d2=0.309 g=5.065 2/2 [==============================] - 0s 13ms/step >68, 349/693, d1=0.502, d2=0.361 g=4.740 2/2 [==============================] - 0s 12ms/step >68, 350/693, d1=0.410, d2=0.380 g=3.159 2/2 [==============================] - 0s 12ms/step >68, 351/693, d1=0.317, d2=0.362 g=4.128 2/2 [==============================] - 0s 14ms/step >68, 352/693, d1=0.283, d2=0.257 g=3.460 2/2 [==============================] - 0s 13ms/step >68, 353/693, d1=0.554, d2=0.270 g=2.742 2/2 [==============================] - 0s 14ms/step >68, 354/693, d1=0.366, d2=0.292 g=2.902 2/2 [==============================] - 0s 14ms/step >68, 355/693, d1=0.359, d2=0.445 g=2.528 2/2 [==============================] - 0s 13ms/step >68, 356/693, d1=0.241, d2=0.269 g=4.530 2/2 [==============================] - 0s 14ms/step >68, 357/693, d1=0.522, d2=0.326 g=4.723 2/2 [==============================] - 0s 14ms/step >68, 358/693, d1=0.442, d2=0.274 g=3.808 2/2 [==============================] - 0s 15ms/step >68, 359/693, d1=0.457, d2=0.283 g=2.893 2/2 [==============================] - 0s 12ms/step >68, 360/693, d1=0.323, d2=0.344 g=4.010 2/2 [==============================] - 0s 12ms/step >68, 361/693, d1=0.292, d2=0.328 g=4.938 2/2 [==============================] - 0s 12ms/step >68, 362/693, d1=0.502, d2=0.247 g=3.238 2/2 [==============================] - 0s 11ms/step >68, 363/693, d1=0.386, d2=0.303 g=3.901 2/2 [==============================] - 0s 14ms/step >68, 364/693, d1=0.385, d2=0.369 g=4.053 2/2 [==============================] - 0s 16ms/step >68, 365/693, d1=0.400, d2=0.267 g=3.490 2/2 [==============================] - 0s 14ms/step >68, 366/693, d1=0.276, d2=0.312 g=3.334 2/2 [==============================] - 0s 14ms/step >68, 367/693, d1=0.440, d2=0.350 g=5.457 2/2 [==============================] - 0s 13ms/step >68, 368/693, d1=0.484, d2=0.327 g=3.625 2/2 [==============================] - 0s 14ms/step >68, 369/693, d1=0.329, d2=0.278 g=4.735 2/2 [==============================] - 0s 14ms/step >68, 370/693, d1=0.470, d2=0.521 g=2.596 2/2 [==============================] - 0s 12ms/step >68, 371/693, d1=0.458, d2=0.338 g=3.223 2/2 [==============================] - 0s 13ms/step >68, 372/693, d1=0.367, d2=0.254 g=3.034 2/2 [==============================] - 0s 15ms/step >68, 373/693, d1=0.339, d2=0.398 g=2.966 2/2 [==============================] - 0s 12ms/step >68, 374/693, d1=0.374, d2=0.294 g=3.952 2/2 [==============================] - 0s 14ms/step >68, 375/693, d1=0.289, d2=0.290 g=4.396 2/2 [==============================] - 0s 13ms/step >68, 376/693, d1=0.357, d2=0.295 g=3.046 2/2 [==============================] - 0s 13ms/step >68, 377/693, d1=0.425, d2=0.284 g=4.034 2/2 [==============================] - 0s 14ms/step >68, 378/693, d1=0.503, d2=0.446 g=3.377 2/2 [==============================] - 0s 13ms/step >68, 379/693, d1=0.447, d2=0.352 g=3.963 2/2 [==============================] - 0s 13ms/step >68, 380/693, d1=0.330, d2=0.301 g=2.583 2/2 [==============================] - 0s 12ms/step >68, 381/693, d1=0.487, d2=0.294 g=3.548 2/2 [==============================] - 0s 14ms/step >68, 382/693, d1=0.407, d2=0.320 g=3.004 2/2 [==============================] - 0s 14ms/step >68, 383/693, d1=0.292, d2=0.306 g=4.225 2/2 [==============================] - 0s 12ms/step >68, 384/693, d1=0.475, d2=0.264 g=3.838 2/2 [==============================] - 0s 13ms/step >68, 385/693, d1=0.435, d2=0.321 g=4.525 2/2 [==============================] - 0s 14ms/step >68, 386/693, d1=0.304, d2=0.265 g=4.224 2/2 [==============================] - 0s 13ms/step >68, 387/693, d1=0.520, d2=0.270 g=2.861 2/2 [==============================] - 0s 13ms/step >68, 388/693, d1=0.324, d2=0.376 g=3.230 2/2 [==============================] - 0s 11ms/step >68, 389/693, d1=0.488, d2=0.429 g=3.182 2/2 [==============================] - 0s 13ms/step >68, 390/693, d1=0.379, d2=0.324 g=3.932 2/2 [==============================] - 0s 14ms/step >68, 391/693, d1=0.583, d2=0.363 g=3.857 2/2 [==============================] - 0s 16ms/step >68, 392/693, d1=0.436, d2=0.305 g=4.447 2/2 [==============================] - 0s 14ms/step >68, 393/693, d1=0.332, d2=0.374 g=3.196 2/2 [==============================] - 0s 13ms/step >68, 394/693, d1=0.388, d2=0.438 g=3.202 2/2 [==============================] - 0s 12ms/step >68, 395/693, d1=0.364, d2=0.276 g=3.013 2/2 [==============================] - 0s 13ms/step >68, 396/693, d1=0.334, d2=0.241 g=3.830 2/2 [==============================] - 0s 11ms/step >68, 397/693, d1=0.372, d2=0.303 g=3.465 2/2 [==============================] - 0s 12ms/step >68, 398/693, d1=0.239, d2=0.435 g=3.133 2/2 [==============================] - 0s 13ms/step >68, 399/693, d1=0.439, d2=0.264 g=2.458 2/2 [==============================] - 0s 12ms/step >68, 400/693, d1=0.443, d2=0.373 g=3.306 2/2 [==============================] - 0s 12ms/step >68, 401/693, d1=0.347, d2=0.278 g=4.255 2/2 [==============================] - 0s 14ms/step >68, 402/693, d1=0.311, d2=0.324 g=3.572 2/2 [==============================] - 0s 12ms/step >68, 403/693, d1=0.457, d2=0.328 g=3.540 2/2 [==============================] - 0s 13ms/step >68, 404/693, d1=0.455, d2=0.333 g=2.993 2/2 [==============================] - 0s 12ms/step >68, 405/693, d1=0.345, d2=0.354 g=3.616 2/2 [==============================] - 0s 12ms/step >68, 406/693, d1=0.342, d2=0.346 g=3.825 2/2 [==============================] - 0s 14ms/step >68, 407/693, d1=0.401, d2=0.280 g=4.223 2/2 [==============================] - 0s 14ms/step >68, 408/693, d1=0.348, d2=0.393 g=5.479 2/2 [==============================] - 0s 13ms/step >68, 409/693, d1=0.534, d2=0.278 g=4.349 2/2 [==============================] - 0s 13ms/step >68, 410/693, d1=0.541, d2=0.337 g=3.410 2/2 [==============================] - 0s 12ms/step >68, 411/693, d1=0.377, d2=0.388 g=3.611 2/2 [==============================] - 0s 15ms/step >68, 412/693, d1=0.320, d2=0.341 g=3.975 2/2 [==============================] - 0s 14ms/step >68, 413/693, d1=0.475, d2=0.269 g=2.871 2/2 [==============================] - 0s 13ms/step >68, 414/693, d1=0.358, d2=0.355 g=4.509 2/2 [==============================] - 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0s 12ms/step >68, 426/693, d1=0.376, d2=0.274 g=3.858 2/2 [==============================] - 0s 12ms/step >68, 427/693, d1=0.257, d2=0.332 g=4.232 2/2 [==============================] - 0s 11ms/step >68, 428/693, d1=0.489, d2=0.267 g=4.078 2/2 [==============================] - 0s 14ms/step >68, 429/693, d1=0.378, d2=0.364 g=4.240 2/2 [==============================] - 0s 14ms/step >68, 430/693, d1=0.361, d2=0.296 g=4.432 2/2 [==============================] - 0s 13ms/step >68, 431/693, d1=0.313, d2=0.348 g=2.969 2/2 [==============================] - 0s 14ms/step >68, 432/693, d1=0.566, d2=0.326 g=4.267 2/2 [==============================] - 0s 14ms/step >68, 433/693, d1=0.289, d2=0.394 g=3.739 2/2 [==============================] - 0s 13ms/step >68, 434/693, d1=0.456, d2=0.412 g=3.247 2/2 [==============================] - 0s 12ms/step >68, 435/693, d1=0.280, d2=0.210 g=3.516 2/2 [==============================] - 0s 11ms/step >68, 436/693, d1=0.503, d2=0.360 g=2.522 2/2 [==============================] - 0s 12ms/step >68, 437/693, d1=0.532, d2=0.448 g=4.150 2/2 [==============================] - 0s 12ms/step >68, 438/693, d1=0.470, d2=0.321 g=3.552 2/2 [==============================] - 0s 16ms/step >68, 439/693, d1=0.590, d2=0.390 g=4.621 2/2 [==============================] - 0s 12ms/step >68, 440/693, d1=0.366, d2=0.439 g=4.629 2/2 [==============================] - 0s 16ms/step >68, 441/693, d1=0.258, d2=0.208 g=4.263 2/2 [==============================] - 0s 14ms/step >68, 442/693, d1=0.329, d2=0.309 g=3.457 2/2 [==============================] - 0s 13ms/step >68, 443/693, d1=0.364, d2=0.203 g=4.896 2/2 [==============================] - 0s 14ms/step >68, 444/693, d1=0.356, d2=0.373 g=3.320 2/2 [==============================] - 0s 15ms/step >68, 445/693, d1=0.505, d2=0.457 g=3.697 2/2 [==============================] - 0s 13ms/step >68, 446/693, d1=0.461, d2=0.326 g=3.006 2/2 [==============================] - 0s 12ms/step >68, 447/693, d1=0.496, d2=0.408 g=4.255 2/2 [==============================] - 0s 13ms/step >68, 448/693, d1=0.380, d2=0.254 g=4.269 2/2 [==============================] - 0s 14ms/step >68, 449/693, d1=0.433, d2=0.315 g=3.822 2/2 [==============================] - 0s 15ms/step >68, 450/693, d1=0.438, d2=0.317 g=4.106 2/2 [==============================] - 0s 14ms/step >68, 451/693, d1=0.424, d2=0.321 g=4.757 2/2 [==============================] - 0s 11ms/step >68, 452/693, d1=0.519, d2=0.461 g=3.225 2/2 [==============================] - 0s 11ms/step >68, 453/693, d1=0.530, d2=0.351 g=3.760 2/2 [==============================] - 0s 14ms/step >68, 454/693, d1=0.508, d2=0.338 g=3.333 2/2 [==============================] - 0s 13ms/step >68, 455/693, d1=0.336, d2=0.263 g=3.562 2/2 [==============================] - 0s 14ms/step >68, 456/693, d1=0.429, d2=0.326 g=2.854 2/2 [==============================] - 0s 13ms/step >68, 457/693, d1=0.464, d2=0.330 g=2.347 2/2 [==============================] - 0s 12ms/step >68, 458/693, d1=0.388, d2=0.357 g=2.917 2/2 [==============================] - 0s 13ms/step >68, 459/693, d1=0.374, d2=0.390 g=3.035 2/2 [==============================] - 0s 13ms/step >68, 460/693, d1=0.327, d2=0.327 g=4.309 2/2 [==============================] - 0s 13ms/step >68, 461/693, d1=0.489, d2=0.310 g=3.509 2/2 [==============================] - 0s 13ms/step >68, 462/693, d1=0.522, d2=0.505 g=2.840 2/2 [==============================] - 0s 12ms/step >68, 463/693, d1=0.371, d2=0.309 g=5.150 2/2 [==============================] - 0s 14ms/step >68, 464/693, d1=0.537, d2=0.285 g=4.009 2/2 [==============================] - 0s 12ms/step >68, 465/693, d1=0.375, d2=0.304 g=2.811 2/2 [==============================] - 0s 13ms/step >68, 466/693, d1=0.419, d2=0.446 g=3.048 2/2 [==============================] - 0s 12ms/step >68, 467/693, d1=0.491, d2=0.365 g=3.393 2/2 [==============================] - 0s 12ms/step >68, 468/693, d1=0.386, d2=0.332 g=3.584 2/2 [==============================] - 0s 13ms/step >68, 469/693, d1=0.321, d2=0.395 g=2.715 2/2 [==============================] - 0s 13ms/step >68, 470/693, d1=0.311, d2=0.351 g=3.375 2/2 [==============================] - 0s 13ms/step >68, 471/693, d1=0.450, d2=0.292 g=3.567 2/2 [==============================] - 0s 14ms/step >68, 472/693, d1=0.481, d2=0.317 g=4.081 2/2 [==============================] - 0s 13ms/step >68, 473/693, d1=0.409, d2=0.302 g=3.617 2/2 [==============================] - 0s 14ms/step >68, 474/693, d1=0.321, d2=0.281 g=3.331 2/2 [==============================] - 0s 13ms/step >68, 475/693, d1=0.338, d2=0.317 g=3.262 2/2 [==============================] - 0s 14ms/step >68, 476/693, d1=0.282, d2=0.298 g=2.567 2/2 [==============================] - 0s 14ms/step >68, 477/693, d1=0.361, d2=0.355 g=3.512 2/2 [==============================] - 0s 14ms/step >68, 478/693, d1=0.473, d2=0.317 g=5.490 2/2 [==============================] - 0s 12ms/step >68, 479/693, d1=0.350, d2=0.382 g=3.766 2/2 [==============================] - 0s 15ms/step >68, 480/693, d1=0.523, d2=0.289 g=2.321 2/2 [==============================] - 0s 13ms/step >68, 481/693, d1=0.451, d2=0.321 g=2.285 2/2 [==============================] - 0s 13ms/step >68, 482/693, d1=0.232, d2=0.337 g=3.319 2/2 [==============================] - 0s 14ms/step >68, 483/693, d1=0.333, d2=0.313 g=4.136 2/2 [==============================] - 0s 13ms/step >68, 484/693, d1=0.471, d2=0.297 g=3.427 2/2 [==============================] - 0s 14ms/step >68, 485/693, d1=0.435, d2=0.349 g=4.125 2/2 [==============================] - 0s 12ms/step >68, 486/693, d1=0.396, d2=0.311 g=3.318 2/2 [==============================] - 0s 15ms/step >68, 487/693, d1=0.415, d2=0.333 g=3.501 2/2 [==============================] - 0s 14ms/step >68, 488/693, d1=0.311, d2=0.399 g=4.578 2/2 [==============================] - 0s 13ms/step >68, 489/693, d1=0.351, d2=0.342 g=2.291 2/2 [==============================] - 0s 13ms/step >68, 490/693, d1=0.486, d2=0.287 g=3.805 2/2 [==============================] - 0s 11ms/step >68, 491/693, d1=0.548, d2=0.222 g=2.390 2/2 [==============================] - 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0s 13ms/step >68, 503/693, d1=0.393, d2=0.525 g=3.228 2/2 [==============================] - 0s 12ms/step >68, 504/693, d1=0.527, d2=0.296 g=3.141 2/2 [==============================] - 0s 14ms/step >68, 505/693, d1=0.592, d2=0.388 g=3.523 2/2 [==============================] - 0s 13ms/step >68, 506/693, d1=0.433, d2=0.389 g=3.268 2/2 [==============================] - 0s 13ms/step >68, 507/693, d1=0.407, d2=0.279 g=3.128 2/2 [==============================] - 0s 13ms/step >68, 508/693, d1=0.395, d2=0.324 g=3.498 2/2 [==============================] - 0s 14ms/step >68, 509/693, d1=0.463, d2=0.339 g=3.478 2/2 [==============================] - 0s 14ms/step >68, 510/693, d1=0.569, d2=0.410 g=3.171 2/2 [==============================] - 0s 15ms/step >68, 511/693, d1=0.320, d2=0.306 g=3.459 2/2 [==============================] - 0s 14ms/step >68, 512/693, d1=0.456, d2=0.271 g=3.671 2/2 [==============================] - 0s 13ms/step >68, 513/693, d1=0.382, d2=0.253 g=3.140 2/2 [==============================] - 0s 14ms/step >68, 514/693, d1=0.327, d2=0.436 g=2.657 2/2 [==============================] - 0s 14ms/step >68, 515/693, d1=0.232, d2=0.282 g=4.284 2/2 [==============================] - 0s 14ms/step >68, 516/693, d1=0.372, d2=0.276 g=3.338 2/2 [==============================] - 0s 12ms/step >68, 517/693, d1=0.567, d2=0.225 g=4.015 2/2 [==============================] - 0s 13ms/step >68, 518/693, d1=0.266, d2=0.355 g=2.997 2/2 [==============================] - 0s 15ms/step >68, 519/693, d1=0.486, d2=0.326 g=3.681 2/2 [==============================] - 0s 14ms/step >68, 520/693, d1=0.315, d2=0.410 g=4.645 2/2 [==============================] - 0s 13ms/step >68, 521/693, d1=0.307, d2=0.324 g=2.926 2/2 [==============================] - 0s 14ms/step >68, 522/693, d1=0.329, d2=0.317 g=4.395 2/2 [==============================] - 0s 12ms/step >68, 523/693, d1=0.316, d2=0.297 g=4.022 2/2 [==============================] - 0s 11ms/step >68, 524/693, d1=0.497, d2=0.355 g=3.105 2/2 [==============================] - 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0s 13ms/step >68, 679/693, d1=0.276, d2=0.459 g=3.165 2/2 [==============================] - 0s 15ms/step >68, 680/693, d1=0.325, d2=0.333 g=3.488 2/2 [==============================] - 0s 12ms/step >68, 681/693, d1=0.266, d2=0.317 g=2.472 2/2 [==============================] - 0s 13ms/step >68, 682/693, d1=0.480, d2=0.317 g=2.520 2/2 [==============================] - 0s 13ms/step >68, 683/693, d1=0.523, d2=0.330 g=3.166 2/2 [==============================] - 0s 13ms/step >68, 684/693, d1=0.500, d2=0.406 g=3.161 2/2 [==============================] - 0s 12ms/step >68, 685/693, d1=0.284, d2=0.341 g=3.253 2/2 [==============================] - 0s 12ms/step >68, 686/693, d1=0.448, d2=0.230 g=3.214 2/2 [==============================] - 0s 15ms/step >68, 687/693, d1=0.222, d2=0.334 g=3.630 2/2 [==============================] - 0s 13ms/step >68, 688/693, d1=0.352, d2=0.295 g=3.605 2/2 [==============================] - 0s 12ms/step >68, 689/693, d1=0.353, d2=0.421 g=2.749 2/2 [==============================] - 0s 14ms/step >68, 690/693, d1=0.378, d2=0.281 g=4.191 2/2 [==============================] - 0s 13ms/step >68, 691/693, d1=0.370, d2=0.300 g=3.278 2/2 [==============================] - 0s 13ms/step >68, 692/693, d1=0.361, d2=0.296 g=3.150 2/2 [==============================] - 0s 13ms/step >68, 693/693, d1=0.498, d2=0.279 g=3.075 2/2 [==============================] - 0s 13ms/step >69, 1/693, d1=0.416, d2=0.269 g=3.831 2/2 [==============================] - 0s 14ms/step >69, 2/693, d1=0.363, d2=0.366 g=2.589 2/2 [==============================] - 0s 13ms/step >69, 3/693, d1=0.332, d2=0.349 g=3.333 2/2 [==============================] - 0s 12ms/step >69, 4/693, d1=0.565, d2=0.303 g=2.648 2/2 [==============================] - 0s 14ms/step >69, 5/693, d1=0.496, d2=0.363 g=2.774 2/2 [==============================] - 0s 12ms/step >69, 6/693, d1=0.366, d2=0.370 g=3.083 2/2 [==============================] - 0s 15ms/step >69, 7/693, d1=0.411, d2=0.304 g=5.202 2/2 [==============================] - 0s 15ms/step >69, 8/693, d1=0.356, d2=0.299 g=3.550 2/2 [==============================] - 0s 12ms/step >69, 9/693, d1=0.342, d2=0.261 g=2.846 2/2 [==============================] - 0s 14ms/step >69, 10/693, d1=0.485, d2=0.347 g=3.600 2/2 [==============================] - 0s 13ms/step >69, 11/693, d1=0.377, d2=0.391 g=3.809 2/2 [==============================] - 0s 13ms/step >69, 12/693, d1=0.438, d2=0.330 g=2.448 2/2 [==============================] - 0s 13ms/step >69, 13/693, d1=0.396, d2=0.354 g=2.935 2/2 [==============================] - 0s 11ms/step >69, 14/693, d1=0.384, d2=0.396 g=3.573 2/2 [==============================] - 0s 14ms/step >69, 15/693, d1=0.430, d2=0.296 g=4.093 2/2 [==============================] - 0s 14ms/step >69, 16/693, d1=0.341, d2=0.245 g=3.732 2/2 [==============================] - 0s 13ms/step >69, 17/693, d1=0.378, d2=0.302 g=4.711 2/2 [==============================] - 0s 13ms/step >69, 18/693, d1=0.377, d2=0.440 g=3.326 2/2 [==============================] - 0s 13ms/step >69, 19/693, d1=0.371, d2=0.317 g=3.874 2/2 [==============================] - 0s 12ms/step >69, 20/693, d1=0.384, d2=0.289 g=3.188 2/2 [==============================] - 0s 13ms/step >69, 21/693, d1=0.249, d2=0.354 g=3.437 2/2 [==============================] - 0s 14ms/step >69, 22/693, d1=0.425, d2=0.322 g=3.624 2/2 [==============================] - 0s 13ms/step >69, 23/693, d1=0.410, d2=0.351 g=4.042 2/2 [==============================] - 0s 13ms/step >69, 24/693, d1=0.561, d2=0.344 g=4.578 2/2 [==============================] - 0s 12ms/step >69, 25/693, d1=0.471, d2=0.340 g=3.559 2/2 [==============================] - 0s 12ms/step >69, 26/693, d1=0.418, d2=0.306 g=4.175 2/2 [==============================] - 0s 14ms/step >69, 27/693, d1=0.225, d2=0.308 g=2.426 2/2 [==============================] - 0s 14ms/step >69, 28/693, d1=0.371, d2=0.283 g=3.051 2/2 [==============================] - 0s 13ms/step >69, 29/693, d1=0.446, d2=0.319 g=3.292 2/2 [==============================] - 0s 13ms/step >69, 30/693, d1=0.353, d2=0.331 g=4.522 2/2 [==============================] - 0s 14ms/step >69, 31/693, d1=0.416, d2=0.279 g=5.191 2/2 [==============================] - 0s 13ms/step >69, 32/693, d1=0.384, d2=0.243 g=4.806 2/2 [==============================] - 0s 12ms/step >69, 33/693, d1=0.318, d2=0.368 g=4.905 2/2 [==============================] - 0s 12ms/step >69, 34/693, d1=0.550, d2=0.281 g=5.288 2/2 [==============================] - 0s 15ms/step >69, 35/693, d1=0.382, d2=0.290 g=2.961 2/2 [==============================] - 0s 14ms/step >69, 36/693, d1=0.445, d2=0.354 g=6.628 2/2 [==============================] - 0s 14ms/step >69, 37/693, d1=0.360, d2=0.318 g=5.429 2/2 [==============================] - 0s 14ms/step >69, 38/693, d1=0.458, d2=0.346 g=2.684 2/2 [==============================] - 0s 14ms/step >69, 39/693, d1=0.334, d2=0.327 g=5.921 2/2 [==============================] - 0s 11ms/step >69, 40/693, d1=0.529, d2=0.310 g=3.961 2/2 [==============================] - 0s 14ms/step >69, 41/693, d1=0.521, d2=0.283 g=4.473 2/2 [==============================] - 0s 14ms/step >69, 42/693, d1=0.352, d2=0.376 g=2.530 2/2 [==============================] - 0s 12ms/step >69, 43/693, d1=0.376, d2=0.301 g=3.922 2/2 [==============================] - 0s 13ms/step >69, 44/693, d1=0.259, d2=0.283 g=3.944 2/2 [==============================] - 0s 14ms/step >69, 45/693, d1=0.424, d2=0.257 g=1.887 2/2 [==============================] - 0s 15ms/step >69, 46/693, d1=0.391, d2=0.310 g=4.727 2/2 [==============================] - 0s 13ms/step >69, 47/693, d1=0.426, d2=0.584 g=4.569 2/2 [==============================] - 0s 13ms/step >69, 48/693, d1=0.273, d2=0.271 g=4.291 2/2 [==============================] - 0s 11ms/step >69, 49/693, d1=0.682, d2=0.252 g=4.638 2/2 [==============================] - 0s 11ms/step >69, 50/693, d1=0.509, d2=0.348 g=4.325 2/2 [==============================] - 0s 11ms/step >69, 51/693, d1=0.369, d2=0.377 g=3.752 2/2 [==============================] - 0s 11ms/step >69, 52/693, d1=0.361, d2=0.251 g=4.069 2/2 [==============================] - 0s 12ms/step >69, 53/693, d1=0.421, d2=0.313 g=2.405 2/2 [==============================] - 0s 11ms/step >69, 54/693, d1=0.430, d2=0.329 g=5.285 2/2 [==============================] - 0s 11ms/step >69, 55/693, d1=0.367, d2=0.348 g=2.032 2/2 [==============================] - 0s 13ms/step >69, 56/693, d1=0.247, d2=0.252 g=3.642 2/2 [==============================] - 0s 13ms/step >69, 57/693, d1=0.410, d2=0.370 g=4.174 2/2 [==============================] - 0s 11ms/step >69, 58/693, d1=0.400, d2=0.262 g=4.390 2/2 [==============================] - 0s 12ms/step >69, 59/693, d1=0.296, d2=0.316 g=5.668 2/2 [==============================] - 0s 11ms/step >69, 60/693, d1=0.397, d2=0.322 g=4.583 2/2 [==============================] - 0s 12ms/step >69, 61/693, d1=0.341, d2=0.297 g=4.297 2/2 [==============================] - 0s 12ms/step >69, 62/693, d1=0.312, d2=0.342 g=4.187 2/2 [==============================] - 0s 12ms/step >69, 63/693, d1=0.441, d2=0.259 g=5.090 2/2 [==============================] - 0s 12ms/step >69, 64/693, d1=0.455, d2=0.252 g=3.927 2/2 [==============================] - 0s 7ms/step >69, 65/693, d1=0.591, d2=0.424 g=3.711 2/2 [==============================] - 0s 13ms/step >69, 66/693, d1=0.426, d2=0.446 g=3.929 2/2 [==============================] - 0s 11ms/step >69, 67/693, d1=0.361, d2=0.322 g=2.933 2/2 [==============================] - 0s 12ms/step >69, 68/693, d1=0.437, d2=0.374 g=3.609 2/2 [==============================] - 0s 11ms/step >69, 69/693, d1=0.439, d2=0.309 g=4.139 2/2 [==============================] - 0s 10ms/step >69, 70/693, d1=0.451, d2=0.374 g=4.132 2/2 [==============================] - 0s 11ms/step >69, 71/693, d1=0.355, d2=0.372 g=3.329 2/2 [==============================] - 0s 12ms/step >69, 72/693, d1=0.400, d2=0.334 g=4.019 2/2 [==============================] - 0s 13ms/step >69, 73/693, d1=0.400, d2=0.318 g=4.307 2/2 [==============================] - 0s 12ms/step >69, 74/693, d1=0.283, d2=0.323 g=5.514 2/2 [==============================] - 0s 12ms/step >69, 75/693, d1=0.373, d2=0.233 g=3.391 2/2 [==============================] - 0s 11ms/step >69, 76/693, d1=0.469, d2=0.276 g=3.013 2/2 [==============================] - 0s 13ms/step >69, 77/693, d1=0.343, d2=0.458 g=3.261 2/2 [==============================] - 0s 11ms/step >69, 78/693, d1=0.377, d2=0.257 g=4.197 2/2 [==============================] - 0s 11ms/step >69, 79/693, d1=0.393, d2=0.395 g=3.764 2/2 [==============================] - 0s 14ms/step >69, 80/693, d1=0.398, d2=0.323 g=2.995 2/2 [==============================] - 0s 13ms/step >69, 81/693, d1=0.479, d2=0.270 g=3.246 2/2 [==============================] - 0s 12ms/step >69, 82/693, d1=0.365, d2=0.241 g=4.555 2/2 [==============================] - 0s 12ms/step >69, 83/693, d1=0.485, d2=0.256 g=2.933 2/2 [==============================] - 0s 13ms/step >69, 84/693, d1=0.331, d2=0.380 g=4.486 2/2 [==============================] - 0s 13ms/step >69, 85/693, d1=0.459, d2=0.358 g=4.664 2/2 [==============================] - 0s 12ms/step >69, 86/693, d1=0.264, d2=0.338 g=2.777 2/2 [==============================] - 0s 12ms/step >69, 87/693, d1=0.532, d2=0.326 g=4.465 2/2 [==============================] - 0s 12ms/step >69, 88/693, d1=0.271, d2=0.351 g=3.116 2/2 [==============================] - 0s 12ms/step >69, 89/693, d1=0.275, d2=0.221 g=3.549 2/2 [==============================] - 0s 11ms/step >69, 90/693, d1=0.428, d2=0.366 g=4.080 2/2 [==============================] - 0s 12ms/step >69, 91/693, d1=0.317, d2=0.307 g=3.476 2/2 [==============================] - 0s 11ms/step >69, 92/693, d1=0.302, d2=0.183 g=3.842 2/2 [==============================] - 0s 11ms/step >69, 93/693, d1=0.333, d2=0.355 g=5.610 2/2 [==============================] - 0s 12ms/step >69, 94/693, d1=0.313, d2=0.303 g=2.965 2/2 [==============================] - 0s 12ms/step >69, 95/693, d1=0.280, d2=0.354 g=3.912 2/2 [==============================] - 0s 12ms/step >69, 96/693, d1=0.428, d2=0.339 g=4.776 2/2 [==============================] - 0s 12ms/step >69, 97/693, d1=0.363, d2=0.229 g=4.553 2/2 [==============================] - 0s 12ms/step >69, 98/693, d1=0.503, d2=0.454 g=3.971 2/2 [==============================] - 0s 11ms/step >69, 99/693, d1=0.385, d2=0.249 g=3.235 2/2 [==============================] - 0s 12ms/step >69, 100/693, d1=0.365, d2=0.337 g=4.171 2/2 [==============================] - 0s 12ms/step >69, 101/693, d1=0.387, d2=0.373 g=4.901 2/2 [==============================] - 0s 12ms/step >69, 102/693, d1=0.492, d2=0.281 g=2.277 2/2 [==============================] - 0s 15ms/step >69, 103/693, d1=0.553, d2=0.489 g=5.548 2/2 [==============================] - 0s 13ms/step >69, 104/693, d1=0.382, d2=0.244 g=3.276 2/2 [==============================] - 0s 12ms/step >69, 105/693, d1=0.394, d2=0.353 g=4.265 2/2 [==============================] - 0s 12ms/step >69, 106/693, d1=0.334, d2=0.238 g=4.434 2/2 [==============================] - 0s 12ms/step >69, 107/693, d1=0.526, d2=0.297 g=4.426 2/2 [==============================] - 0s 11ms/step >69, 108/693, d1=0.470, d2=0.417 g=2.783 2/2 [==============================] - 0s 11ms/step >69, 109/693, d1=0.304, d2=0.400 g=5.388 2/2 [==============================] - 0s 12ms/step >69, 110/693, d1=0.480, d2=0.295 g=2.279 2/2 [==============================] - 0s 12ms/step >69, 111/693, d1=0.313, d2=0.336 g=5.083 2/2 [==============================] - 0s 12ms/step >69, 112/693, d1=0.532, d2=0.288 g=3.535 2/2 [==============================] - 0s 12ms/step >69, 113/693, d1=0.307, d2=0.225 g=5.010 2/2 [==============================] - 0s 12ms/step >69, 114/693, d1=0.288, d2=0.287 g=2.751 2/2 [==============================] - 0s 11ms/step >69, 115/693, d1=0.279, d2=0.306 g=3.409 2/2 [==============================] - 0s 12ms/step >69, 116/693, d1=0.264, d2=0.250 g=3.390 2/2 [==============================] - 0s 13ms/step >69, 117/693, d1=0.397, d2=0.331 g=6.256 2/2 [==============================] - 0s 12ms/step >69, 118/693, d1=0.330, d2=0.277 g=4.003 2/2 [==============================] - 0s 13ms/step >69, 119/693, d1=0.685, d2=0.407 g=4.244 2/2 [==============================] - 0s 12ms/step >69, 120/693, d1=0.350, d2=0.361 g=2.607 2/2 [==============================] - 0s 12ms/step >69, 121/693, d1=0.456, d2=0.224 g=2.769 2/2 [==============================] - 0s 12ms/step >69, 122/693, d1=0.308, d2=0.372 g=4.558 2/2 [==============================] - 0s 13ms/step >69, 123/693, d1=0.541, d2=0.307 g=4.343 2/2 [==============================] - 0s 12ms/step >69, 124/693, d1=0.416, d2=0.361 g=3.782 2/2 [==============================] - 0s 12ms/step >69, 125/693, d1=0.402, d2=0.376 g=3.439 2/2 [==============================] - 0s 12ms/step >69, 126/693, d1=0.364, d2=0.320 g=4.899 2/2 [==============================] - 0s 12ms/step >69, 127/693, d1=0.266, d2=0.235 g=4.362 2/2 [==============================] - 0s 12ms/step >69, 128/693, d1=0.594, d2=0.325 g=5.742 2/2 [==============================] - 0s 12ms/step >69, 129/693, d1=0.341, d2=0.390 g=2.359 2/2 [==============================] - 0s 11ms/step >69, 130/693, d1=0.256, d2=0.245 g=4.605 2/2 [==============================] - 0s 11ms/step >69, 131/693, d1=0.511, d2=0.301 g=5.298 2/2 [==============================] - 0s 11ms/step >69, 132/693, d1=0.368, d2=0.243 g=4.912 2/2 [==============================] - 0s 13ms/step >69, 133/693, d1=0.402, d2=0.354 g=3.294 2/2 [==============================] - 0s 11ms/step >69, 134/693, d1=0.298, d2=0.441 g=4.180 2/2 [==============================] - 0s 13ms/step >69, 135/693, d1=0.624, d2=0.256 g=4.153 2/2 [==============================] - 0s 12ms/step >69, 136/693, d1=0.297, d2=0.322 g=2.759 2/2 [==============================] - 0s 12ms/step >69, 137/693, d1=0.470, d2=0.277 g=4.143 2/2 [==============================] - 0s 12ms/step >69, 138/693, d1=0.344, d2=0.482 g=4.288 2/2 [==============================] - 0s 12ms/step >69, 139/693, d1=0.371, d2=0.332 g=4.755 2/2 [==============================] - 0s 12ms/step >69, 140/693, d1=0.367, d2=0.321 g=3.804 2/2 [==============================] - 0s 12ms/step >69, 141/693, d1=0.342, d2=0.301 g=3.347 2/2 [==============================] - 0s 11ms/step >69, 142/693, d1=0.380, d2=0.254 g=3.838 2/2 [==============================] - 0s 12ms/step >69, 143/693, d1=0.466, d2=0.413 g=3.582 2/2 [==============================] - 0s 11ms/step >69, 144/693, d1=0.278, d2=0.357 g=2.913 2/2 [==============================] - 0s 11ms/step >69, 145/693, d1=0.452, d2=0.295 g=2.675 2/2 [==============================] - 0s 11ms/step >69, 146/693, d1=0.439, d2=0.303 g=3.747 2/2 [==============================] - 0s 12ms/step >69, 147/693, d1=0.410, d2=0.393 g=3.398 2/2 [==============================] - 0s 12ms/step >69, 148/693, d1=0.415, d2=0.225 g=5.114 2/2 [==============================] - 0s 12ms/step >69, 149/693, d1=0.308, d2=0.464 g=5.370 2/2 [==============================] - 0s 11ms/step >69, 150/693, d1=0.546, d2=0.337 g=3.854 2/2 [==============================] - 0s 11ms/step >69, 151/693, d1=0.350, d2=0.340 g=2.567 2/2 [==============================] - 0s 12ms/step >69, 152/693, d1=0.509, d2=0.295 g=3.596 2/2 [==============================] - 0s 12ms/step >69, 153/693, d1=0.281, d2=0.326 g=4.778 2/2 [==============================] - 0s 12ms/step >69, 154/693, d1=0.438, d2=0.310 g=3.686 2/2 [==============================] - 0s 12ms/step >69, 155/693, d1=0.485, d2=0.264 g=2.034 2/2 [==============================] - 0s 12ms/step >69, 156/693, d1=0.425, d2=0.352 g=3.416 2/2 [==============================] - 0s 12ms/step >69, 157/693, d1=0.294, d2=0.417 g=3.743 2/2 [==============================] - 0s 12ms/step >69, 158/693, d1=0.607, d2=0.310 g=4.454 2/2 [==============================] - 0s 11ms/step >69, 159/693, d1=0.397, d2=0.346 g=3.460 2/2 [==============================] - 0s 11ms/step >69, 160/693, d1=0.388, d2=0.202 g=3.641 2/2 [==============================] - 0s 12ms/step >69, 161/693, d1=0.269, d2=0.477 g=3.476 2/2 [==============================] - 0s 12ms/step >69, 162/693, d1=0.455, d2=0.316 g=3.374 2/2 [==============================] - 0s 12ms/step >69, 163/693, d1=0.421, d2=0.239 g=3.085 2/2 [==============================] - 0s 15ms/step >69, 164/693, d1=0.333, d2=0.269 g=3.027 2/2 [==============================] - 0s 11ms/step >69, 165/693, d1=0.398, d2=0.472 g=2.656 2/2 [==============================] - 0s 12ms/step >69, 166/693, d1=0.446, d2=0.445 g=2.380 2/2 [==============================] - 0s 12ms/step >69, 167/693, d1=0.647, d2=0.393 g=4.293 2/2 [==============================] - 0s 12ms/step >69, 168/693, d1=0.548, d2=0.297 g=3.757 2/2 [==============================] - 0s 11ms/step >69, 169/693, d1=0.417, d2=0.370 g=3.117 2/2 [==============================] - 0s 12ms/step >69, 170/693, d1=0.307, d2=0.414 g=2.589 2/2 [==============================] - 0s 12ms/step >69, 171/693, d1=0.303, d2=0.357 g=3.139 2/2 [==============================] - 0s 12ms/step >69, 172/693, d1=0.366, d2=0.294 g=4.408 2/2 [==============================] - 0s 13ms/step >69, 173/693, d1=0.368, d2=0.319 g=5.242 2/2 [==============================] - 0s 11ms/step >69, 174/693, d1=0.415, d2=0.365 g=3.974 2/2 [==============================] - 0s 11ms/step >69, 175/693, d1=0.279, d2=0.262 g=3.215 2/2 [==============================] - 0s 10ms/step >69, 176/693, d1=0.546, d2=0.399 g=3.537 2/2 [==============================] - 0s 11ms/step >69, 177/693, d1=0.501, d2=0.301 g=3.276 2/2 [==============================] - 0s 11ms/step >69, 178/693, d1=0.285, d2=0.350 g=1.782 2/2 [==============================] - 0s 11ms/step >69, 179/693, d1=0.272, d2=0.244 g=3.480 2/2 [==============================] - 0s 12ms/step >69, 180/693, d1=0.345, d2=0.293 g=4.174 2/2 [==============================] - 0s 11ms/step >69, 181/693, d1=0.401, d2=0.331 g=2.507 2/2 [==============================] - 0s 11ms/step >69, 182/693, d1=0.389, d2=0.326 g=4.273 2/2 [==============================] - 0s 12ms/step >69, 183/693, d1=0.405, d2=0.535 g=3.038 2/2 [==============================] - 0s 13ms/step >69, 184/693, d1=0.631, d2=0.259 g=3.820 2/2 [==============================] - 0s 12ms/step >69, 185/693, d1=0.421, d2=0.385 g=4.332 2/2 [==============================] - 0s 12ms/step >69, 186/693, d1=0.492, d2=0.335 g=4.044 2/2 [==============================] - 0s 12ms/step >69, 187/693, d1=0.293, d2=0.465 g=5.441 2/2 [==============================] - 0s 11ms/step >69, 188/693, d1=0.540, d2=0.272 g=4.289 2/2 [==============================] - 0s 13ms/step >69, 189/693, d1=0.383, d2=0.238 g=4.121 2/2 [==============================] - 0s 12ms/step >69, 190/693, d1=0.431, d2=0.344 g=2.538 2/2 [==============================] - 0s 12ms/step >69, 191/693, d1=0.317, d2=0.383 g=2.088 2/2 [==============================] - 0s 12ms/step >69, 192/693, d1=0.229, d2=0.600 g=3.875 2/2 [==============================] - 0s 12ms/step >69, 193/693, d1=0.570, d2=0.238 g=3.400 2/2 [==============================] - 0s 11ms/step >69, 194/693, d1=0.346, d2=0.274 g=3.719 2/2 [==============================] - 0s 13ms/step >69, 195/693, d1=0.305, d2=0.268 g=3.871 2/2 [==============================] - 0s 13ms/step >69, 196/693, d1=0.522, d2=0.358 g=3.518 2/2 [==============================] - 0s 13ms/step >69, 197/693, d1=0.447, d2=0.394 g=2.916 2/2 [==============================] - 0s 13ms/step >69, 198/693, d1=0.450, d2=0.399 g=4.311 2/2 [==============================] - 0s 12ms/step >69, 199/693, d1=0.403, d2=0.249 g=3.063 2/2 [==============================] - 0s 12ms/step >69, 200/693, d1=0.459, d2=0.315 g=4.964 2/2 [==============================] - 0s 13ms/step >69, 201/693, d1=0.450, d2=0.251 g=2.597 2/2 [==============================] - 0s 13ms/step >69, 202/693, d1=0.314, d2=0.321 g=3.341 2/2 [==============================] - 0s 12ms/step >69, 203/693, d1=0.458, d2=0.295 g=3.307 2/2 [==============================] - 0s 11ms/step >69, 204/693, d1=0.405, d2=0.329 g=4.092 2/2 [==============================] - 0s 19ms/step >69, 205/693, d1=0.409, d2=0.378 g=2.914 2/2 [==============================] - 0s 12ms/step >69, 206/693, d1=0.308, d2=0.231 g=4.227 2/2 [==============================] - 0s 11ms/step >69, 207/693, d1=0.381, d2=0.277 g=3.907 2/2 [==============================] - 0s 11ms/step >69, 208/693, d1=0.283, d2=0.332 g=3.410 2/2 [==============================] - 0s 12ms/step >69, 209/693, d1=0.379, d2=0.363 g=4.162 2/2 [==============================] - 0s 14ms/step >69, 210/693, d1=0.359, d2=0.400 g=3.061 2/2 [==============================] - 0s 11ms/step >69, 211/693, d1=0.411, d2=0.269 g=2.866 2/2 [==============================] - 0s 12ms/step >69, 212/693, d1=0.631, d2=0.275 g=2.959 2/2 [==============================] - 0s 12ms/step >69, 213/693, d1=0.361, d2=0.373 g=4.956 2/2 [==============================] - 0s 12ms/step >69, 214/693, d1=0.330, d2=0.345 g=4.190 2/2 [==============================] - 0s 12ms/step >69, 215/693, d1=0.357, d2=0.366 g=3.406 2/2 [==============================] - 0s 12ms/step >69, 216/693, d1=0.470, d2=0.319 g=4.019 2/2 [==============================] - 0s 12ms/step >69, 217/693, d1=0.489, d2=0.233 g=3.473 2/2 [==============================] - 0s 12ms/step >69, 218/693, d1=0.286, d2=0.397 g=3.527 2/2 [==============================] - 0s 12ms/step >69, 219/693, d1=0.358, d2=0.310 g=3.969 2/2 [==============================] - 0s 13ms/step >69, 220/693, d1=0.338, d2=0.290 g=3.366 2/2 [==============================] - 0s 13ms/step >69, 221/693, d1=0.482, d2=0.314 g=4.685 2/2 [==============================] - 0s 12ms/step >69, 222/693, d1=0.303, d2=0.378 g=4.829 2/2 [==============================] - 0s 12ms/step >69, 223/693, d1=0.468, d2=0.387 g=2.738 2/2 [==============================] - 0s 13ms/step >69, 224/693, d1=0.493, d2=0.266 g=4.363 2/2 [==============================] - 0s 12ms/step >69, 225/693, d1=0.544, d2=0.341 g=4.736 2/2 [==============================] - 0s 11ms/step >69, 226/693, d1=0.260, d2=0.353 g=2.675 2/2 [==============================] - 0s 14ms/step >69, 227/693, d1=0.456, d2=0.403 g=4.982 2/2 [==============================] - 0s 12ms/step >69, 228/693, d1=0.471, d2=0.232 g=3.987 2/2 [==============================] - 0s 12ms/step >69, 229/693, d1=0.535, d2=0.322 g=2.845 2/2 [==============================] - 0s 12ms/step >69, 230/693, d1=0.473, d2=0.389 g=2.468 2/2 [==============================] - 0s 11ms/step >69, 231/693, d1=0.305, d2=0.370 g=3.784 2/2 [==============================] - 0s 13ms/step >69, 232/693, d1=0.337, d2=0.546 g=3.925 2/2 [==============================] - 0s 12ms/step >69, 233/693, d1=0.475, d2=0.249 g=3.400 2/2 [==============================] - 0s 12ms/step >69, 234/693, d1=0.355, d2=0.341 g=3.345 2/2 [==============================] - 0s 12ms/step >69, 235/693, d1=0.476, d2=0.279 g=2.827 2/2 [==============================] - 0s 13ms/step >69, 236/693, d1=0.320, d2=0.312 g=4.458 2/2 [==============================] - 0s 12ms/step >69, 237/693, d1=0.367, d2=0.393 g=3.813 2/2 [==============================] - 0s 12ms/step >69, 238/693, d1=0.342, d2=0.325 g=2.822 2/2 [==============================] - 0s 13ms/step >69, 239/693, d1=0.331, d2=0.265 g=3.117 2/2 [==============================] - 0s 13ms/step >69, 240/693, d1=0.629, d2=0.335 g=3.419 2/2 [==============================] - 0s 12ms/step >69, 241/693, d1=0.301, d2=0.418 g=3.041 2/2 [==============================] - 0s 13ms/step >69, 242/693, d1=0.439, d2=0.241 g=1.867 2/2 [==============================] - 0s 12ms/step >69, 243/693, d1=0.378, d2=0.317 g=3.977 2/2 [==============================] - 0s 13ms/step >69, 244/693, d1=0.200, d2=0.345 g=4.310 2/2 [==============================] - 0s 13ms/step >69, 245/693, d1=0.636, d2=0.439 g=4.808 2/2 [==============================] - 0s 12ms/step >69, 246/693, d1=0.322, d2=0.276 g=3.849 2/2 [==============================] - 0s 13ms/step >69, 247/693, d1=0.355, d2=0.303 g=3.600 2/2 [==============================] - 0s 12ms/step >69, 248/693, d1=0.389, d2=0.306 g=3.666 2/2 [==============================] - 0s 13ms/step >69, 249/693, d1=0.373, d2=0.315 g=3.530 2/2 [==============================] - 0s 11ms/step >69, 250/693, d1=0.587, d2=0.581 g=4.260 2/2 [==============================] - 0s 11ms/step >69, 251/693, d1=0.420, d2=0.293 g=3.789 2/2 [==============================] - 0s 13ms/step >69, 252/693, d1=0.406, d2=0.221 g=3.543 2/2 [==============================] - 0s 12ms/step >69, 253/693, d1=0.498, d2=0.325 g=2.559 2/2 [==============================] - 0s 12ms/step >69, 254/693, d1=0.292, d2=0.401 g=4.592 2/2 [==============================] - 0s 11ms/step >69, 255/693, d1=0.350, d2=0.282 g=3.679 2/2 [==============================] - 0s 12ms/step >69, 256/693, d1=0.519, d2=0.502 g=2.275 2/2 [==============================] - 0s 11ms/step >69, 257/693, d1=0.382, d2=0.293 g=3.034 2/2 [==============================] - 0s 13ms/step >69, 258/693, d1=0.292, d2=0.314 g=3.751 2/2 [==============================] - 0s 13ms/step >69, 259/693, d1=0.458, d2=0.323 g=2.582 2/2 [==============================] - 0s 13ms/step >69, 260/693, d1=0.432, d2=0.219 g=3.336 2/2 [==============================] - 0s 11ms/step >69, 261/693, d1=0.350, d2=0.471 g=3.347 2/2 [==============================] - 0s 11ms/step >69, 262/693, d1=0.425, d2=0.271 g=3.657 2/2 [==============================] - 0s 12ms/step >69, 263/693, d1=0.306, d2=0.402 g=3.919 2/2 [==============================] - 0s 13ms/step >69, 264/693, d1=0.516, d2=0.295 g=3.484 2/2 [==============================] - 0s 11ms/step >69, 265/693, d1=0.326, d2=0.292 g=3.088 2/2 [==============================] - 0s 12ms/step >69, 266/693, d1=0.360, d2=0.314 g=3.323 2/2 [==============================] - 0s 13ms/step >69, 267/693, d1=0.446, d2=0.300 g=3.269 2/2 [==============================] - 0s 12ms/step >69, 268/693, d1=0.456, d2=0.306 g=3.926 2/2 [==============================] - 0s 12ms/step >69, 269/693, d1=0.439, d2=0.330 g=6.016 2/2 [==============================] - 0s 12ms/step >69, 270/693, d1=0.516, d2=0.380 g=4.420 2/2 [==============================] - 0s 12ms/step >69, 271/693, d1=0.317, d2=0.294 g=2.478 2/2 [==============================] - 0s 12ms/step >69, 272/693, d1=0.385, d2=0.392 g=3.482 2/2 [==============================] - 0s 12ms/step >69, 273/693, d1=0.333, d2=0.344 g=4.939 2/2 [==============================] - 0s 12ms/step >69, 274/693, d1=0.332, d2=0.264 g=4.418 2/2 [==============================] - 0s 13ms/step >69, 275/693, d1=0.534, d2=0.223 g=3.346 2/2 [==============================] - 0s 12ms/step >69, 276/693, d1=0.350, d2=0.286 g=4.917 2/2 [==============================] - 0s 12ms/step >69, 277/693, d1=0.345, d2=0.343 g=4.186 2/2 [==============================] - 0s 11ms/step >69, 278/693, d1=0.234, d2=0.282 g=2.445 2/2 [==============================] - 0s 12ms/step >69, 279/693, d1=0.264, d2=0.255 g=3.319 2/2 [==============================] - 0s 12ms/step >69, 280/693, d1=0.420, d2=0.349 g=3.675 2/2 [==============================] - 0s 12ms/step >69, 281/693, d1=0.445, d2=0.413 g=4.278 2/2 [==============================] - 0s 11ms/step >69, 282/693, d1=0.487, d2=0.333 g=4.338 2/2 [==============================] - 0s 12ms/step >69, 283/693, d1=0.412, d2=0.217 g=3.099 2/2 [==============================] - 0s 14ms/step >69, 284/693, d1=0.522, d2=0.370 g=2.958 2/2 [==============================] - 0s 12ms/step >69, 285/693, d1=0.270, d2=0.326 g=3.506 2/2 [==============================] - 0s 12ms/step >69, 286/693, d1=0.492, d2=0.242 g=2.478 2/2 [==============================] - 0s 11ms/step >69, 287/693, d1=0.420, d2=0.381 g=3.794 2/2 [==============================] - 0s 13ms/step >69, 288/693, d1=0.250, d2=0.333 g=4.571 2/2 [==============================] - 0s 12ms/step >69, 289/693, d1=0.242, d2=0.285 g=3.001 2/2 [==============================] - 0s 11ms/step >69, 290/693, d1=0.444, d2=0.290 g=2.942 2/2 [==============================] - 0s 11ms/step >69, 291/693, d1=0.404, d2=0.285 g=3.584 2/2 [==============================] - 0s 12ms/step >69, 292/693, d1=0.535, d2=0.379 g=3.225 2/2 [==============================] - 0s 13ms/step >69, 293/693, d1=0.454, d2=0.277 g=2.958 2/2 [==============================] - 0s 12ms/step >69, 294/693, d1=0.453, d2=0.381 g=3.485 2/2 [==============================] - 0s 11ms/step >69, 295/693, d1=0.364, d2=0.343 g=4.589 2/2 [==============================] - 0s 12ms/step >69, 296/693, d1=0.561, d2=0.312 g=3.178 2/2 [==============================] - 0s 14ms/step >69, 297/693, d1=0.425, d2=0.357 g=4.228 2/2 [==============================] - 0s 12ms/step >69, 298/693, d1=0.436, d2=0.351 g=2.434 2/2 [==============================] - 0s 12ms/step >69, 299/693, d1=0.233, d2=0.320 g=3.399 2/2 [==============================] - 0s 12ms/step >69, 300/693, d1=0.501, d2=0.367 g=2.861 2/2 [==============================] - 0s 11ms/step >69, 301/693, d1=0.328, d2=0.313 g=3.610 2/2 [==============================] - 0s 12ms/step >69, 302/693, d1=0.366, d2=0.387 g=2.817 2/2 [==============================] - 0s 12ms/step >69, 303/693, d1=0.490, d2=0.297 g=3.602 2/2 [==============================] - 0s 14ms/step >69, 304/693, d1=0.424, d2=0.286 g=3.599 2/2 [==============================] - 0s 13ms/step >69, 305/693, d1=0.347, d2=0.393 g=4.554 2/2 [==============================] - 0s 13ms/step >69, 306/693, d1=0.485, d2=0.473 g=4.079 2/2 [==============================] - 0s 11ms/step >69, 307/693, d1=0.394, d2=0.337 g=3.766 2/2 [==============================] - 0s 12ms/step >69, 308/693, d1=0.344, d2=0.234 g=2.630 2/2 [==============================] - 0s 12ms/step >69, 309/693, d1=0.465, d2=0.309 g=3.926 2/2 [==============================] - 0s 12ms/step >69, 310/693, d1=0.433, d2=0.291 g=3.325 2/2 [==============================] - 0s 12ms/step >69, 311/693, d1=0.347, d2=0.290 g=2.741 2/2 [==============================] - 0s 11ms/step >69, 312/693, d1=0.405, d2=0.394 g=4.205 2/2 [==============================] - 0s 14ms/step >69, 313/693, d1=0.475, d2=0.455 g=2.562 2/2 [==============================] - 0s 12ms/step >69, 314/693, d1=0.364, d2=0.247 g=5.052 2/2 [==============================] - 0s 11ms/step >69, 315/693, d1=0.297, d2=0.284 g=3.924 2/2 [==============================] - 0s 12ms/step >69, 316/693, d1=0.593, d2=0.275 g=4.547 2/2 [==============================] - 0s 12ms/step >69, 317/693, d1=0.414, d2=0.456 g=6.706 2/2 [==============================] - 0s 13ms/step >69, 318/693, d1=0.668, d2=0.358 g=4.051 2/2 [==============================] - 0s 13ms/step >69, 319/693, d1=0.341, d2=0.284 g=3.078 2/2 [==============================] - 0s 12ms/step >69, 320/693, d1=0.501, d2=0.432 g=1.945 2/2 [==============================] - 0s 12ms/step >69, 321/693, d1=0.490, d2=0.272 g=2.239 2/2 [==============================] - 0s 12ms/step >69, 322/693, d1=0.330, d2=0.328 g=3.922 2/2 [==============================] - 0s 13ms/step >69, 323/693, d1=0.415, d2=0.366 g=4.421 2/2 [==============================] - 0s 11ms/step >69, 324/693, d1=0.352, d2=0.393 g=3.395 2/2 [==============================] - 0s 12ms/step >69, 325/693, d1=0.409, d2=0.348 g=3.175 2/2 [==============================] - 0s 12ms/step >69, 326/693, d1=0.437, d2=0.269 g=3.502 2/2 [==============================] - 0s 13ms/step >69, 327/693, d1=0.444, d2=0.365 g=4.580 2/2 [==============================] - 0s 13ms/step >69, 328/693, d1=0.495, d2=0.420 g=4.099 2/2 [==============================] - 0s 13ms/step >69, 329/693, d1=0.390, d2=0.337 g=3.227 2/2 [==============================] - 0s 12ms/step >69, 330/693, d1=0.396, d2=0.384 g=2.565 2/2 [==============================] - 0s 12ms/step >69, 331/693, d1=0.393, d2=0.397 g=3.483 2/2 [==============================] - 0s 11ms/step >69, 332/693, d1=0.420, d2=0.254 g=4.762 2/2 [==============================] - 0s 12ms/step >69, 333/693, d1=0.285, d2=0.242 g=3.097 2/2 [==============================] - 0s 13ms/step >69, 334/693, d1=0.398, d2=0.406 g=3.827 2/2 [==============================] - 0s 12ms/step >69, 335/693, d1=0.338, d2=0.419 g=2.890 2/2 [==============================] - 0s 14ms/step >69, 336/693, d1=0.508, d2=0.211 g=5.306 2/2 [==============================] - 0s 11ms/step >69, 337/693, d1=0.373, d2=0.366 g=4.318 2/2 [==============================] - 0s 12ms/step >69, 338/693, d1=0.355, d2=0.392 g=2.070 2/2 [==============================] - 0s 11ms/step >69, 339/693, d1=0.367, d2=0.390 g=4.347 2/2 [==============================] - 0s 12ms/step >69, 340/693, d1=0.469, d2=0.253 g=3.000 2/2 [==============================] - 0s 12ms/step >69, 341/693, d1=0.398, d2=0.369 g=4.070 2/2 [==============================] - 0s 12ms/step >69, 342/693, d1=0.446, d2=0.311 g=5.072 2/2 [==============================] - 0s 12ms/step >69, 343/693, d1=0.359, d2=0.400 g=3.684 2/2 [==============================] - 0s 11ms/step >69, 344/693, d1=0.488, d2=0.342 g=3.507 2/2 [==============================] - 0s 12ms/step >69, 345/693, d1=0.442, d2=0.251 g=3.202 2/2 [==============================] - 0s 12ms/step >69, 346/693, d1=0.405, d2=0.383 g=4.735 2/2 [==============================] - 0s 12ms/step >69, 347/693, d1=0.562, d2=0.340 g=2.534 2/2 [==============================] - 0s 12ms/step >69, 348/693, d1=0.320, d2=0.267 g=1.927 2/2 [==============================] - 0s 11ms/step >69, 349/693, d1=0.424, d2=0.364 g=3.621 2/2 [==============================] - 0s 12ms/step >69, 350/693, d1=0.389, d2=0.302 g=2.511 2/2 [==============================] - 0s 11ms/step >69, 351/693, d1=0.320, d2=0.511 g=4.641 2/2 [==============================] - 0s 12ms/step >69, 352/693, d1=0.355, d2=0.342 g=2.296 2/2 [==============================] - 0s 12ms/step >69, 353/693, d1=0.364, d2=0.253 g=3.009 2/2 [==============================] - 0s 13ms/step >69, 354/693, d1=0.456, d2=0.354 g=3.577 2/2 [==============================] - 0s 13ms/step >69, 355/693, d1=0.443, d2=0.363 g=2.409 2/2 [==============================] - 0s 11ms/step >69, 356/693, d1=0.344, d2=0.334 g=3.845 2/2 [==============================] - 0s 18ms/step >69, 357/693, d1=0.337, d2=0.248 g=3.206 2/2 [==============================] - 0s 13ms/step >69, 358/693, d1=0.444, d2=0.364 g=2.934 2/2 [==============================] - 0s 13ms/step >69, 359/693, d1=0.425, d2=0.329 g=3.414 2/2 [==============================] - 0s 11ms/step >69, 360/693, d1=0.332, d2=0.349 g=2.997 2/2 [==============================] - 0s 12ms/step >69, 361/693, d1=0.444, d2=0.329 g=4.223 2/2 [==============================] - 0s 12ms/step >69, 362/693, d1=0.461, d2=0.328 g=4.500 2/2 [==============================] - 0s 12ms/step >69, 363/693, d1=0.533, d2=0.286 g=2.538 2/2 [==============================] - 0s 12ms/step >69, 364/693, d1=0.509, d2=0.261 g=4.434 2/2 [==============================] - 0s 12ms/step >69, 365/693, d1=0.327, d2=0.323 g=2.539 2/2 [==============================] - 0s 12ms/step >69, 366/693, d1=0.365, d2=0.326 g=3.295 2/2 [==============================] - 0s 12ms/step >69, 367/693, d1=0.362, d2=0.334 g=3.061 2/2 [==============================] - 0s 11ms/step >69, 368/693, d1=0.342, d2=0.313 g=2.325 2/2 [==============================] - 0s 23ms/step >69, 369/693, d1=0.446, d2=0.407 g=4.119 2/2 [==============================] - 0s 12ms/step >69, 370/693, d1=0.444, d2=0.465 g=2.745 2/2 [==============================] - 0s 12ms/step >69, 371/693, d1=0.426, d2=0.242 g=3.207 2/2 [==============================] - 0s 11ms/step >69, 372/693, d1=0.544, d2=0.406 g=4.214 2/2 [==============================] - 0s 11ms/step >69, 373/693, d1=0.449, d2=0.250 g=3.227 2/2 [==============================] - 0s 11ms/step >69, 374/693, d1=0.343, d2=0.315 g=2.467 2/2 [==============================] - 0s 11ms/step >69, 375/693, d1=0.432, d2=0.376 g=2.696 2/2 [==============================] - 0s 12ms/step >69, 376/693, d1=0.179, d2=0.309 g=3.593 2/2 [==============================] - 0s 12ms/step >69, 377/693, d1=0.438, d2=0.297 g=4.585 2/2 [==============================] - 0s 11ms/step >69, 378/693, d1=0.313, d2=0.412 g=4.430 2/2 [==============================] - 0s 13ms/step >69, 379/693, d1=0.361, d2=0.374 g=4.640 2/2 [==============================] - 0s 10ms/step >69, 380/693, d1=0.644, d2=0.405 g=3.820 2/2 [==============================] - 0s 12ms/step >69, 381/693, d1=0.428, d2=0.257 g=3.345 2/2 [==============================] - 0s 12ms/step >69, 382/693, d1=0.355, d2=0.500 g=2.830 2/2 [==============================] - 0s 14ms/step >69, 383/693, d1=0.364, d2=0.261 g=4.563 2/2 [==============================] - 0s 12ms/step >69, 384/693, d1=0.433, d2=0.319 g=5.040 2/2 [==============================] - 0s 12ms/step >69, 385/693, d1=0.377, d2=0.414 g=4.602 2/2 [==============================] - 0s 12ms/step >69, 386/693, d1=0.441, d2=0.298 g=4.221 2/2 [==============================] - 0s 13ms/step >69, 387/693, d1=0.489, d2=0.418 g=3.921 2/2 [==============================] - 0s 12ms/step >69, 388/693, d1=0.445, d2=0.462 g=2.541 2/2 [==============================] - 0s 11ms/step >69, 389/693, d1=0.427, d2=0.235 g=4.056 2/2 [==============================] - 0s 12ms/step >69, 390/693, d1=0.366, d2=0.328 g=3.701 2/2 [==============================] - 0s 11ms/step >69, 391/693, d1=0.336, d2=0.323 g=2.030 2/2 [==============================] - 0s 11ms/step >69, 392/693, d1=0.470, d2=0.332 g=3.534 2/2 [==============================] - 0s 11ms/step >69, 393/693, d1=0.351, d2=0.248 g=4.477 2/2 [==============================] - 0s 12ms/step >69, 394/693, d1=0.372, d2=0.254 g=2.310 2/2 [==============================] - 0s 13ms/step >69, 395/693, d1=0.347, d2=0.449 g=4.223 2/2 [==============================] - 0s 11ms/step >69, 396/693, d1=0.612, d2=0.299 g=2.813 2/2 [==============================] - 0s 13ms/step >69, 397/693, d1=0.249, d2=0.317 g=2.575 2/2 [==============================] - 0s 12ms/step >69, 398/693, d1=0.401, d2=0.349 g=2.311 2/2 [==============================] - 0s 12ms/step >69, 399/693, d1=0.358, d2=0.347 g=3.059 2/2 [==============================] - 0s 12ms/step >69, 400/693, d1=0.459, d2=0.338 g=3.967 2/2 [==============================] - 0s 12ms/step >69, 401/693, d1=0.338, d2=0.290 g=3.734 2/2 [==============================] - 0s 12ms/step >69, 402/693, d1=0.375, d2=0.292 g=4.738 2/2 [==============================] - 0s 13ms/step >69, 403/693, d1=0.425, d2=0.363 g=4.919 2/2 [==============================] - 0s 12ms/step >69, 404/693, d1=0.315, d2=0.237 g=4.091 2/2 [==============================] - 0s 12ms/step >69, 405/693, d1=0.200, d2=0.369 g=4.569 2/2 [==============================] - 0s 12ms/step >69, 406/693, d1=0.572, d2=0.248 g=3.987 2/2 [==============================] - 0s 12ms/step >69, 407/693, d1=0.462, d2=0.394 g=3.608 2/2 [==============================] - 0s 12ms/step >69, 408/693, d1=0.326, d2=0.302 g=2.061 2/2 [==============================] - 0s 14ms/step >69, 409/693, d1=0.322, d2=0.230 g=2.720 2/2 [==============================] - 0s 12ms/step >69, 410/693, d1=0.440, d2=0.498 g=4.064 2/2 [==============================] - 0s 11ms/step >69, 411/693, d1=0.551, d2=0.279 g=2.923 2/2 [==============================] - 0s 12ms/step >69, 412/693, d1=0.426, d2=0.412 g=4.496 2/2 [==============================] - 0s 15ms/step >69, 413/693, d1=0.490, d2=0.337 g=3.907 2/2 [==============================] - 0s 12ms/step >69, 414/693, d1=0.376, d2=0.273 g=4.989 2/2 [==============================] - 0s 13ms/step >69, 415/693, d1=0.307, d2=0.383 g=4.210 2/2 [==============================] - 0s 12ms/step >69, 416/693, d1=0.396, d2=0.274 g=3.048 2/2 [==============================] - 0s 12ms/step >69, 417/693, d1=0.255, d2=0.231 g=3.226 2/2 [==============================] - 0s 12ms/step >69, 418/693, d1=0.326, d2=0.244 g=3.389 2/2 [==============================] - 0s 12ms/step >69, 419/693, d1=0.414, d2=0.414 g=5.168 2/2 [==============================] - 0s 11ms/step >69, 420/693, d1=0.343, d2=0.323 g=3.834 2/2 [==============================] - 0s 12ms/step >69, 421/693, d1=0.423, d2=0.324 g=3.202 2/2 [==============================] - 0s 11ms/step >69, 422/693, d1=0.285, d2=0.374 g=5.080 2/2 [==============================] - 0s 13ms/step >69, 423/693, d1=0.507, d2=0.316 g=3.179 2/2 [==============================] - 0s 11ms/step >69, 424/693, d1=0.425, d2=0.257 g=2.568 2/2 [==============================] - 0s 12ms/step >69, 425/693, d1=0.466, d2=0.356 g=4.367 2/2 [==============================] - 0s 11ms/step >69, 426/693, d1=0.387, d2=0.345 g=3.883 2/2 [==============================] - 0s 11ms/step >69, 427/693, d1=0.400, d2=0.225 g=4.434 2/2 [==============================] - 0s 12ms/step >69, 428/693, d1=0.427, d2=0.480 g=2.557 2/2 [==============================] - 0s 12ms/step >69, 429/693, d1=0.445, d2=0.291 g=3.776 2/2 [==============================] - 0s 12ms/step >69, 430/693, d1=0.325, d2=0.276 g=3.055 2/2 [==============================] - 0s 11ms/step >69, 431/693, d1=0.559, d2=0.351 g=3.368 2/2 [==============================] - 0s 11ms/step >69, 432/693, d1=0.546, d2=0.334 g=4.546 2/2 [==============================] - 0s 13ms/step >69, 433/693, d1=0.480, d2=0.343 g=2.734 2/2 [==============================] - 0s 12ms/step >69, 434/693, d1=0.332, d2=0.290 g=2.901 2/2 [==============================] - 0s 12ms/step >69, 435/693, d1=0.260, d2=0.337 g=4.502 2/2 [==============================] - 0s 11ms/step >69, 436/693, d1=0.373, d2=0.324 g=4.232 2/2 [==============================] - 0s 11ms/step >69, 437/693, d1=0.410, d2=0.321 g=2.958 2/2 [==============================] - 0s 11ms/step >69, 438/693, d1=0.417, d2=0.311 g=3.285 2/2 [==============================] - 0s 12ms/step >69, 439/693, d1=0.439, d2=0.277 g=4.502 2/2 [==============================] - 0s 11ms/step >69, 440/693, d1=0.338, d2=0.398 g=3.169 2/2 [==============================] - 0s 12ms/step >69, 441/693, d1=0.418, d2=0.332 g=4.029 2/2 [==============================] - 0s 12ms/step >69, 442/693, d1=0.539, d2=0.388 g=3.321 2/2 [==============================] - 0s 12ms/step >69, 443/693, d1=0.400, d2=0.325 g=3.318 2/2 [==============================] - 0s 11ms/step >69, 444/693, d1=0.451, d2=0.315 g=3.597 2/2 [==============================] - 0s 12ms/step >69, 445/693, d1=0.387, d2=0.414 g=4.311 2/2 [==============================] - 0s 12ms/step >69, 446/693, d1=0.427, d2=0.360 g=3.653 2/2 [==============================] - 0s 13ms/step >69, 447/693, d1=0.536, d2=0.309 g=2.472 2/2 [==============================] - 0s 13ms/step >69, 448/693, d1=0.466, d2=0.330 g=2.891 2/2 [==============================] - 0s 12ms/step >69, 449/693, d1=0.358, d2=0.518 g=2.887 2/2 [==============================] - 0s 13ms/step >69, 450/693, d1=0.305, d2=0.458 g=4.172 2/2 [==============================] - 0s 12ms/step >69, 451/693, d1=0.551, d2=0.300 g=3.423 2/2 [==============================] - 0s 12ms/step >69, 452/693, d1=0.451, d2=0.308 g=4.176 2/2 [==============================] - 0s 11ms/step >69, 453/693, d1=0.378, d2=0.361 g=2.764 2/2 [==============================] - 0s 13ms/step >69, 454/693, d1=0.329, d2=0.428 g=3.354 2/2 [==============================] - 0s 11ms/step >69, 455/693, d1=0.257, d2=0.242 g=3.322 2/2 [==============================] - 0s 11ms/step >69, 456/693, d1=0.296, d2=0.365 g=2.744 2/2 [==============================] - 0s 13ms/step >69, 457/693, d1=0.363, d2=0.197 g=3.684 2/2 [==============================] - 0s 11ms/step >69, 458/693, d1=0.355, d2=0.213 g=5.203 2/2 [==============================] - 0s 12ms/step >69, 459/693, d1=0.332, d2=0.403 g=3.662 2/2 [==============================] - 0s 12ms/step >69, 460/693, d1=0.354, d2=0.260 g=3.758 2/2 [==============================] - 0s 12ms/step >69, 461/693, d1=0.389, d2=0.285 g=4.339 2/2 [==============================] - 0s 11ms/step >69, 462/693, d1=0.430, d2=0.330 g=4.345 2/2 [==============================] - 0s 11ms/step >69, 463/693, d1=0.380, d2=0.307 g=3.115 2/2 [==============================] - 0s 13ms/step >69, 464/693, d1=0.268, d2=0.220 g=3.142 2/2 [==============================] - 0s 11ms/step >69, 465/693, d1=0.481, d2=0.412 g=4.343 2/2 [==============================] - 0s 12ms/step >69, 466/693, d1=0.429, d2=0.239 g=3.374 2/2 [==============================] - 0s 12ms/step >69, 467/693, d1=0.269, d2=0.429 g=2.206 2/2 [==============================] - 0s 14ms/step >69, 468/693, d1=0.410, d2=0.290 g=3.554 2/2 [==============================] - 0s 12ms/step >69, 469/693, d1=0.603, d2=0.302 g=2.636 2/2 [==============================] - 0s 12ms/step >69, 470/693, d1=0.454, d2=0.383 g=4.790 2/2 [==============================] - 0s 12ms/step >69, 471/693, d1=0.393, d2=0.281 g=3.605 2/2 [==============================] - 0s 12ms/step >69, 472/693, d1=0.429, d2=0.382 g=3.528 2/2 [==============================] - 0s 13ms/step >69, 473/693, d1=0.254, d2=0.275 g=3.521 2/2 [==============================] - 0s 11ms/step >69, 474/693, d1=0.553, d2=0.313 g=4.171 2/2 [==============================] - 0s 11ms/step >69, 475/693, d1=0.361, d2=0.308 g=3.140 2/2 [==============================] - 0s 12ms/step >69, 476/693, d1=0.529, d2=0.316 g=2.695 2/2 [==============================] - 0s 12ms/step >69, 477/693, d1=0.300, d2=0.391 g=2.252 2/2 [==============================] - 0s 12ms/step >69, 478/693, d1=0.387, d2=0.391 g=2.969 2/2 [==============================] - 0s 11ms/step >69, 479/693, d1=0.391, d2=0.265 g=3.724 2/2 [==============================] - 0s 12ms/step >69, 480/693, d1=0.489, d2=0.311 g=2.751 2/2 [==============================] - 0s 12ms/step >69, 481/693, d1=0.322, d2=0.400 g=4.556 2/2 [==============================] - 0s 11ms/step >69, 482/693, d1=0.658, d2=0.420 g=4.035 2/2 [==============================] - 0s 13ms/step >69, 483/693, d1=0.481, d2=0.347 g=3.219 2/2 [==============================] - 0s 11ms/step >69, 484/693, d1=0.544, d2=0.306 g=3.285 2/2 [==============================] - 0s 12ms/step >69, 485/693, d1=0.394, d2=0.321 g=2.498 2/2 [==============================] - 0s 12ms/step >69, 486/693, d1=0.398, d2=0.340 g=3.028 2/2 [==============================] - 0s 12ms/step >69, 487/693, d1=0.350, d2=0.415 g=2.786 2/2 [==============================] - 0s 12ms/step >69, 488/693, d1=0.247, d2=0.338 g=3.469 2/2 [==============================] - 0s 12ms/step >69, 489/693, d1=0.397, d2=0.314 g=5.207 2/2 [==============================] - 0s 12ms/step >69, 490/693, d1=0.528, d2=0.279 g=3.109 2/2 [==============================] - 0s 12ms/step >69, 491/693, d1=0.431, d2=0.450 g=3.159 2/2 [==============================] - 0s 11ms/step >69, 492/693, d1=0.342, d2=0.342 g=3.463 2/2 [==============================] - 0s 13ms/step >69, 493/693, d1=0.437, d2=0.247 g=3.810 2/2 [==============================] - 0s 11ms/step >69, 494/693, d1=0.357, d2=0.384 g=3.071 2/2 [==============================] - 0s 13ms/step >69, 495/693, d1=0.412, d2=0.374 g=2.781 2/2 [==============================] - 0s 11ms/step >69, 496/693, d1=0.350, d2=0.427 g=3.932 2/2 [==============================] - 0s 13ms/step >69, 497/693, d1=0.413, d2=0.243 g=2.170 2/2 [==============================] - 0s 12ms/step >69, 498/693, d1=0.506, d2=0.318 g=2.793 2/2 [==============================] - 0s 12ms/step >69, 499/693, d1=0.345, d2=0.384 g=3.540 2/2 [==============================] - 0s 14ms/step >69, 500/693, d1=0.288, d2=0.357 g=2.579 2/2 [==============================] - 0s 12ms/step >69, 501/693, d1=0.443, d2=0.415 g=3.951 2/2 [==============================] - 0s 11ms/step >69, 502/693, d1=0.518, d2=0.236 g=3.738 2/2 [==============================] - 0s 11ms/step >69, 503/693, d1=0.368, d2=0.313 g=4.662 2/2 [==============================] - 0s 12ms/step >69, 504/693, d1=0.382, d2=0.286 g=2.487 2/2 [==============================] - 0s 14ms/step >69, 505/693, d1=0.232, d2=0.276 g=4.112 2/2 [==============================] - 0s 13ms/step >69, 506/693, d1=0.393, d2=0.287 g=6.215 2/2 [==============================] - 0s 12ms/step >69, 507/693, d1=0.321, d2=0.326 g=2.547 2/2 [==============================] - 0s 13ms/step >69, 508/693, d1=0.475, d2=0.469 g=4.142 2/2 [==============================] - 0s 12ms/step >69, 509/693, d1=0.361, d2=0.311 g=2.697 2/2 [==============================] - 0s 13ms/step >69, 510/693, d1=0.428, d2=0.424 g=4.266 2/2 [==============================] - 0s 11ms/step >69, 511/693, d1=0.334, d2=0.302 g=2.827 2/2 [==============================] - 0s 13ms/step >69, 512/693, d1=0.368, d2=0.349 g=3.332 2/2 [==============================] - 0s 11ms/step >69, 513/693, d1=0.496, d2=0.359 g=3.872 2/2 [==============================] - 0s 13ms/step >69, 514/693, d1=0.476, d2=0.391 g=2.270 2/2 [==============================] - 0s 13ms/step >69, 515/693, d1=0.386, d2=0.267 g=3.527 2/2 [==============================] - 0s 11ms/step >69, 516/693, d1=0.414, d2=0.288 g=3.442 2/2 [==============================] - 0s 12ms/step >69, 517/693, d1=0.477, d2=0.447 g=2.750 2/2 [==============================] - 0s 13ms/step >69, 518/693, d1=0.331, d2=0.257 g=4.059 2/2 [==============================] - 0s 14ms/step >69, 519/693, d1=0.324, d2=0.264 g=3.046 2/2 [==============================] - 0s 12ms/step >69, 520/693, d1=0.474, d2=0.391 g=2.600 2/2 [==============================] - 0s 12ms/step >69, 521/693, d1=0.353, d2=0.448 g=2.657 2/2 [==============================] - 0s 12ms/step >69, 522/693, d1=0.573, d2=0.242 g=3.281 2/2 [==============================] - 0s 12ms/step >69, 523/693, d1=0.452, d2=0.342 g=2.611 2/2 [==============================] - 0s 12ms/step >69, 524/693, d1=0.377, d2=0.426 g=3.390 2/2 [==============================] - 0s 12ms/step >69, 525/693, d1=0.534, d2=0.299 g=3.520 2/2 [==============================] - 0s 12ms/step >69, 526/693, d1=0.445, d2=0.291 g=2.903 2/2 [==============================] - 0s 12ms/step >69, 527/693, d1=0.276, d2=0.297 g=3.053 2/2 [==============================] - 0s 12ms/step >69, 528/693, d1=0.403, d2=0.303 g=3.792 2/2 [==============================] - 0s 14ms/step >69, 529/693, d1=0.408, d2=0.334 g=2.469 2/2 [==============================] - 0s 12ms/step >69, 530/693, d1=0.449, d2=0.394 g=2.831 2/2 [==============================] - 0s 12ms/step >69, 531/693, d1=0.515, d2=0.246 g=3.664 2/2 [==============================] - 0s 12ms/step >69, 532/693, d1=0.414, d2=0.375 g=2.651 2/2 [==============================] - 0s 11ms/step >69, 533/693, d1=0.361, d2=0.382 g=3.492 2/2 [==============================] - 0s 11ms/step >69, 534/693, d1=0.304, d2=0.321 g=3.750 2/2 [==============================] - 0s 13ms/step >69, 535/693, d1=0.298, d2=0.229 g=4.939 2/2 [==============================] - 0s 11ms/step >69, 536/693, d1=0.387, d2=0.349 g=3.480 2/2 [==============================] - 0s 12ms/step >69, 537/693, d1=0.276, d2=0.332 g=4.966 2/2 [==============================] - 0s 12ms/step >69, 538/693, d1=0.708, d2=0.302 g=3.771 2/2 [==============================] - 0s 12ms/step >69, 539/693, d1=0.310, d2=0.276 g=3.112 2/2 [==============================] - 0s 13ms/step >69, 540/693, d1=0.345, d2=0.380 g=3.112 2/2 [==============================] - 0s 11ms/step >69, 541/693, d1=0.311, d2=0.283 g=2.656 2/2 [==============================] - 0s 11ms/step >69, 542/693, d1=0.343, d2=0.304 g=3.639 2/2 [==============================] - 0s 12ms/step >69, 543/693, d1=0.401, d2=0.241 g=3.010 2/2 [==============================] - 0s 12ms/step >69, 544/693, d1=0.312, d2=0.324 g=4.230 2/2 [==============================] - 0s 12ms/step >69, 545/693, d1=0.440, d2=0.347 g=3.171 2/2 [==============================] - 0s 11ms/step >69, 546/693, d1=0.327, d2=0.268 g=2.503 2/2 [==============================] - 0s 13ms/step >69, 547/693, d1=0.497, d2=0.386 g=3.775 2/2 [==============================] - 0s 13ms/step >69, 548/693, d1=0.511, d2=0.376 g=5.226 2/2 [==============================] - 0s 13ms/step >69, 549/693, d1=0.455, d2=0.231 g=2.952 2/2 [==============================] - 0s 12ms/step >69, 550/693, d1=0.400, d2=0.305 g=2.645 2/2 [==============================] - 0s 13ms/step >69, 551/693, d1=0.264, d2=0.353 g=3.002 2/2 [==============================] - 0s 12ms/step >69, 552/693, d1=0.599, d2=0.394 g=3.907 2/2 [==============================] - 0s 13ms/step >69, 553/693, d1=0.413, d2=0.396 g=5.690 2/2 [==============================] - 0s 12ms/step >69, 554/693, d1=0.388, d2=0.295 g=4.749 2/2 [==============================] - 0s 13ms/step >69, 555/693, d1=0.500, d2=0.239 g=2.611 2/2 [==============================] - 0s 12ms/step >69, 556/693, d1=0.431, d2=0.321 g=3.883 2/2 [==============================] - 0s 13ms/step >69, 557/693, d1=0.490, d2=0.374 g=5.090 2/2 [==============================] - 0s 11ms/step >69, 558/693, d1=0.317, d2=0.408 g=2.749 2/2 [==============================] - 0s 13ms/step >69, 559/693, d1=0.433, d2=0.303 g=4.681 2/2 [==============================] - 0s 12ms/step >69, 560/693, d1=0.422, d2=0.266 g=3.249 2/2 [==============================] - 0s 11ms/step >69, 561/693, d1=0.345, d2=0.355 g=4.341 2/2 [==============================] - 0s 11ms/step >69, 562/693, d1=0.323, d2=0.391 g=3.536 2/2 [==============================] - 0s 12ms/step >69, 563/693, d1=0.366, d2=0.287 g=2.941 2/2 [==============================] - 0s 13ms/step >69, 564/693, d1=0.476, d2=0.336 g=3.447 2/2 [==============================] - 0s 12ms/step >69, 565/693, d1=0.461, d2=0.446 g=3.046 2/2 [==============================] - 0s 11ms/step >69, 566/693, d1=0.557, d2=0.424 g=2.689 2/2 [==============================] - 0s 12ms/step >69, 567/693, d1=0.505, d2=0.369 g=2.817 2/2 [==============================] - 0s 12ms/step >69, 568/693, d1=0.394, d2=0.328 g=3.921 2/2 [==============================] - 0s 12ms/step >69, 569/693, d1=0.502, d2=0.236 g=2.397 2/2 [==============================] - 0s 11ms/step >69, 570/693, d1=0.348, d2=0.385 g=3.443 2/2 [==============================] - 0s 11ms/step >69, 571/693, d1=0.473, d2=0.302 g=3.707 2/2 [==============================] - 0s 13ms/step >69, 572/693, d1=0.451, d2=0.407 g=3.333 2/2 [==============================] - 0s 11ms/step >69, 573/693, d1=0.378, d2=0.345 g=3.660 2/2 [==============================] - 0s 13ms/step >69, 574/693, d1=0.287, d2=0.501 g=2.938 2/2 [==============================] - 0s 12ms/step >69, 575/693, d1=0.508, d2=0.346 g=3.586 2/2 [==============================] - 0s 12ms/step >69, 576/693, d1=0.418, d2=0.321 g=3.386 2/2 [==============================] - 0s 13ms/step >69, 577/693, d1=0.475, d2=0.253 g=4.188 2/2 [==============================] - 0s 12ms/step >69, 578/693, d1=0.309, d2=0.302 g=2.919 2/2 [==============================] - 0s 13ms/step >69, 579/693, d1=0.349, d2=0.423 g=3.011 2/2 [==============================] - 0s 13ms/step >69, 580/693, d1=0.534, d2=0.240 g=3.529 2/2 [==============================] - 0s 12ms/step >69, 581/693, d1=0.522, d2=0.278 g=2.993 2/2 [==============================] - 0s 11ms/step >69, 582/693, d1=0.454, d2=0.363 g=2.375 2/2 [==============================] - 0s 12ms/step >69, 583/693, d1=0.243, d2=0.546 g=4.025 2/2 [==============================] - 0s 13ms/step >69, 584/693, d1=0.368, d2=0.408 g=3.907 2/2 [==============================] - 0s 12ms/step >69, 585/693, d1=0.391, d2=0.241 g=4.546 2/2 [==============================] - 0s 13ms/step >69, 586/693, d1=0.445, d2=0.259 g=3.750 2/2 [==============================] - 0s 12ms/step >69, 587/693, d1=0.422, d2=0.218 g=3.530 2/2 [==============================] - 0s 13ms/step >69, 588/693, d1=0.456, d2=0.498 g=4.346 2/2 [==============================] - 0s 12ms/step >69, 589/693, d1=0.409, d2=0.323 g=4.198 2/2 [==============================] - 0s 12ms/step >69, 590/693, d1=0.437, d2=0.396 g=3.519 2/2 [==============================] - 0s 12ms/step >69, 591/693, d1=0.364, d2=0.255 g=4.334 2/2 [==============================] - 0s 13ms/step >69, 592/693, d1=0.317, d2=0.296 g=2.544 2/2 [==============================] - 0s 13ms/step >69, 593/693, d1=0.368, d2=0.326 g=5.078 2/2 [==============================] - 0s 12ms/step >69, 594/693, d1=0.410, d2=0.406 g=2.291 2/2 [==============================] - 0s 12ms/step >69, 595/693, d1=0.426, d2=0.264 g=3.473 2/2 [==============================] - 0s 13ms/step >69, 596/693, d1=0.363, d2=0.287 g=2.701 2/2 [==============================] - 0s 12ms/step >69, 597/693, d1=0.462, d2=0.383 g=2.521 2/2 [==============================] - 0s 12ms/step >69, 598/693, d1=0.245, d2=0.308 g=2.264 2/2 [==============================] - 0s 12ms/step >69, 599/693, d1=0.431, d2=0.452 g=3.716 2/2 [==============================] - 0s 11ms/step >69, 600/693, d1=0.494, d2=0.279 g=2.481 2/2 [==============================] - 0s 11ms/step >69, 601/693, d1=0.411, d2=0.354 g=4.343 2/2 [==============================] - 0s 12ms/step >69, 602/693, d1=0.391, d2=0.484 g=4.193 2/2 [==============================] - 0s 13ms/step >69, 603/693, d1=0.369, d2=0.244 g=3.243 2/2 [==============================] - 0s 13ms/step >69, 604/693, d1=0.417, d2=0.246 g=3.988 2/2 [==============================] - 0s 13ms/step >69, 605/693, d1=0.253, d2=0.318 g=2.532 2/2 [==============================] - 0s 11ms/step >69, 606/693, d1=0.357, d2=0.441 g=3.726 2/2 [==============================] - 0s 12ms/step >69, 607/693, d1=0.327, d2=0.306 g=4.046 2/2 [==============================] - 0s 11ms/step >69, 608/693, d1=0.602, d2=0.301 g=3.092 2/2 [==============================] - 0s 12ms/step >69, 609/693, d1=0.577, d2=0.289 g=3.310 2/2 [==============================] - 0s 12ms/step >69, 610/693, d1=0.408, d2=0.388 g=2.872 2/2 [==============================] - 0s 12ms/step >69, 611/693, d1=0.409, d2=0.418 g=2.712 2/2 [==============================] - 0s 12ms/step >69, 612/693, d1=0.326, d2=0.296 g=2.717 2/2 [==============================] - 0s 12ms/step >69, 613/693, d1=0.331, d2=0.301 g=3.710 2/2 [==============================] - 0s 11ms/step >69, 614/693, d1=0.304, d2=0.292 g=4.727 2/2 [==============================] - 0s 11ms/step >69, 615/693, d1=0.388, d2=0.325 g=2.262 2/2 [==============================] - 0s 13ms/step >69, 616/693, d1=0.416, d2=0.406 g=4.077 2/2 [==============================] - 0s 14ms/step >69, 617/693, d1=0.404, d2=0.301 g=2.579 2/2 [==============================] - 0s 14ms/step >69, 618/693, d1=0.308, d2=0.309 g=4.181 2/2 [==============================] - 0s 12ms/step >69, 619/693, d1=0.348, d2=0.260 g=3.145 2/2 [==============================] - 0s 12ms/step >69, 620/693, d1=0.387, d2=0.241 g=3.592 2/2 [==============================] - 0s 12ms/step >69, 621/693, d1=0.367, d2=0.431 g=3.437 2/2 [==============================] - 0s 12ms/step >69, 622/693, d1=0.404, d2=0.339 g=4.421 2/2 [==============================] - 0s 13ms/step >69, 623/693, d1=0.452, d2=0.339 g=4.109 2/2 [==============================] - 0s 12ms/step >69, 624/693, d1=0.378, d2=0.281 g=3.084 2/2 [==============================] - 0s 13ms/step >69, 625/693, d1=0.582, d2=0.342 g=4.022 2/2 [==============================] - 0s 12ms/step >69, 626/693, d1=0.523, d2=0.485 g=3.246 2/2 [==============================] - 0s 11ms/step >69, 627/693, d1=0.302, d2=0.448 g=2.514 2/2 [==============================] - 0s 13ms/step >69, 628/693, d1=0.391, d2=0.355 g=3.529 2/2 [==============================] - 0s 11ms/step >69, 629/693, d1=0.454, d2=0.354 g=3.979 2/2 [==============================] - 0s 12ms/step >69, 630/693, d1=0.364, d2=0.281 g=3.969 2/2 [==============================] - 0s 13ms/step >69, 631/693, d1=0.482, d2=0.311 g=3.561 2/2 [==============================] - 0s 12ms/step >69, 632/693, d1=0.373, d2=0.286 g=2.721 2/2 [==============================] - 0s 12ms/step >69, 633/693, d1=0.447, d2=0.332 g=3.730 2/2 [==============================] - 0s 12ms/step >69, 634/693, d1=0.398, d2=0.325 g=4.384 2/2 [==============================] - 0s 13ms/step >69, 635/693, d1=0.417, d2=0.338 g=3.556 2/2 [==============================] - 0s 12ms/step >69, 636/693, d1=0.371, d2=0.335 g=3.834 2/2 [==============================] - 0s 12ms/step >69, 637/693, d1=0.411, d2=0.315 g=4.408 2/2 [==============================] - 0s 12ms/step >69, 638/693, d1=0.524, d2=0.313 g=3.962 2/2 [==============================] - 0s 13ms/step >69, 639/693, d1=0.333, d2=0.238 g=4.541 2/2 [==============================] - 0s 11ms/step >69, 640/693, d1=0.462, d2=0.338 g=3.522 2/2 [==============================] - 0s 12ms/step >69, 641/693, d1=0.411, d2=0.434 g=3.247 2/2 [==============================] - 0s 11ms/step >69, 642/693, d1=0.212, d2=0.395 g=2.809 2/2 [==============================] - 0s 14ms/step >69, 643/693, d1=0.511, d2=0.289 g=3.856 2/2 [==============================] - 0s 12ms/step >69, 644/693, d1=0.316, d2=0.334 g=2.763 2/2 [==============================] - 0s 12ms/step >69, 645/693, d1=0.442, d2=0.280 g=3.659 2/2 [==============================] - 0s 13ms/step >69, 646/693, d1=0.276, d2=0.390 g=3.360 2/2 [==============================] - 0s 12ms/step >69, 647/693, d1=0.413, d2=0.275 g=2.768 2/2 [==============================] - 0s 13ms/step >69, 648/693, d1=0.538, d2=0.391 g=3.566 2/2 [==============================] - 0s 13ms/step >69, 649/693, d1=0.458, d2=0.267 g=3.631 2/2 [==============================] - 0s 12ms/step >69, 650/693, d1=0.433, d2=0.364 g=2.316 2/2 [==============================] - 0s 13ms/step >69, 651/693, d1=0.341, d2=0.269 g=2.726 2/2 [==============================] - 0s 12ms/step >69, 652/693, d1=0.375, d2=0.304 g=3.060 2/2 [==============================] - 0s 14ms/step >69, 653/693, d1=0.582, d2=0.363 g=3.912 2/2 [==============================] - 0s 12ms/step >69, 654/693, d1=0.432, d2=0.311 g=3.789 2/2 [==============================] - 0s 12ms/step >69, 655/693, d1=0.412, d2=0.316 g=2.818 2/2 [==============================] - 0s 12ms/step >69, 656/693, d1=0.516, d2=0.391 g=2.443 2/2 [==============================] - 0s 12ms/step >69, 657/693, d1=0.486, d2=0.342 g=2.044 2/2 [==============================] - 0s 11ms/step >69, 658/693, d1=0.551, d2=0.379 g=3.094 2/2 [==============================] - 0s 11ms/step >69, 659/693, d1=0.401, d2=0.389 g=2.728 2/2 [==============================] - 0s 12ms/step >69, 660/693, d1=0.404, d2=0.421 g=2.502 2/2 [==============================] - 0s 12ms/step >69, 661/693, d1=0.425, d2=0.311 g=2.658 2/2 [==============================] - 0s 12ms/step >69, 662/693, d1=0.475, d2=0.310 g=4.036 2/2 [==============================] - 0s 11ms/step >69, 663/693, d1=0.477, d2=0.395 g=2.792 2/2 [==============================] - 0s 11ms/step >69, 664/693, d1=0.327, d2=0.488 g=3.302 2/2 [==============================] - 0s 11ms/step >69, 665/693, d1=0.430, d2=0.267 g=3.812 2/2 [==============================] - 0s 11ms/step >69, 666/693, d1=0.407, d2=0.352 g=2.506 2/2 [==============================] - 0s 11ms/step >69, 667/693, d1=0.686, d2=0.361 g=3.489 2/2 [==============================] - 0s 11ms/step >69, 668/693, d1=0.337, d2=0.406 g=4.151 2/2 [==============================] - 0s 12ms/step >69, 669/693, d1=0.295, d2=0.335 g=3.098 2/2 [==============================] - 0s 12ms/step >69, 670/693, d1=0.522, d2=0.284 g=3.203 2/2 [==============================] - 0s 12ms/step >69, 671/693, d1=0.335, d2=0.331 g=4.340 2/2 [==============================] - 0s 12ms/step >69, 672/693, d1=0.373, d2=0.334 g=3.225 2/2 [==============================] - 0s 11ms/step >69, 673/693, d1=0.347, d2=0.409 g=4.182 2/2 [==============================] - 0s 12ms/step >69, 674/693, d1=0.311, d2=0.296 g=3.718 2/2 [==============================] - 0s 12ms/step >69, 675/693, d1=0.356, d2=0.253 g=3.504 2/2 [==============================] - 0s 14ms/step >69, 676/693, d1=0.489, d2=0.320 g=3.250 2/2 [==============================] - 0s 13ms/step >69, 677/693, d1=0.456, d2=0.338 g=2.505 2/2 [==============================] - 0s 11ms/step >69, 678/693, d1=0.506, d2=0.286 g=3.073 2/2 [==============================] - 0s 12ms/step >69, 679/693, d1=0.482, d2=0.413 g=3.719 2/2 [==============================] - 0s 12ms/step >69, 680/693, d1=0.286, d2=0.300 g=3.193 2/2 [==============================] - 0s 12ms/step >69, 681/693, d1=0.474, d2=0.310 g=3.854 2/2 [==============================] - 0s 14ms/step >69, 682/693, d1=0.426, d2=0.378 g=2.850 2/2 [==============================] - 0s 13ms/step >69, 683/693, d1=0.493, d2=0.316 g=3.726 2/2 [==============================] - 0s 11ms/step >69, 684/693, d1=0.482, d2=0.353 g=4.385 2/2 [==============================] - 0s 11ms/step >69, 685/693, d1=0.443, d2=0.435 g=3.286 2/2 [==============================] - 0s 12ms/step >69, 686/693, d1=0.338, d2=0.299 g=3.746 2/2 [==============================] - 0s 11ms/step >69, 687/693, d1=0.514, d2=0.356 g=3.272 2/2 [==============================] - 0s 13ms/step >69, 688/693, d1=0.311, d2=0.300 g=3.516 2/2 [==============================] - 0s 11ms/step >69, 689/693, d1=0.290, d2=0.387 g=3.580 2/2 [==============================] - 0s 13ms/step >69, 690/693, d1=0.365, d2=0.319 g=2.798 2/2 [==============================] - 0s 15ms/step >69, 691/693, d1=0.387, d2=0.292 g=3.786 2/2 [==============================] - 0s 11ms/step >69, 692/693, d1=0.396, d2=0.292 g=3.623 2/2 [==============================] - 0s 10ms/step >69, 693/693, d1=0.347, d2=0.272 g=4.123 2/2 [==============================] - 0s 11ms/step >70, 1/693, d1=0.284, d2=0.333 g=3.018 2/2 [==============================] - 0s 12ms/step >70, 2/693, d1=0.324, d2=0.371 g=3.310 2/2 [==============================] - 0s 11ms/step >70, 3/693, d1=0.433, d2=0.281 g=3.217 2/2 [==============================] - 0s 11ms/step >70, 4/693, d1=0.586, d2=0.251 g=2.308 2/2 [==============================] - 0s 12ms/step >70, 5/693, d1=0.317, d2=0.426 g=4.195 2/2 [==============================] - 0s 11ms/step >70, 6/693, d1=0.440, d2=0.336 g=2.971 2/2 [==============================] - 0s 12ms/step >70, 7/693, d1=0.529, d2=0.333 g=3.233 2/2 [==============================] - 0s 11ms/step >70, 8/693, d1=0.311, d2=0.305 g=2.540 2/2 [==============================] - 0s 11ms/step >70, 9/693, d1=0.337, d2=0.315 g=4.529 2/2 [==============================] - 0s 11ms/step >70, 10/693, d1=0.314, d2=0.261 g=3.027 2/2 [==============================] - 0s 12ms/step >70, 11/693, d1=0.504, d2=0.340 g=3.140 2/2 [==============================] - 0s 13ms/step >70, 12/693, d1=0.349, d2=0.343 g=1.976 2/2 [==============================] - 0s 11ms/step >70, 13/693, d1=0.508, d2=0.425 g=3.785 2/2 [==============================] - 0s 14ms/step >70, 14/693, d1=0.412, d2=0.312 g=4.573 2/2 [==============================] - 0s 12ms/step >70, 15/693, d1=0.391, d2=0.330 g=2.640 2/2 [==============================] - 0s 12ms/step >70, 16/693, d1=0.386, d2=0.279 g=4.198 2/2 [==============================] - 0s 12ms/step >70, 17/693, d1=0.441, d2=0.268 g=4.130 2/2 [==============================] - 0s 11ms/step >70, 18/693, d1=0.443, d2=0.351 g=4.304 2/2 [==============================] - 0s 12ms/step >70, 19/693, d1=0.308, d2=0.295 g=2.551 2/2 [==============================] - 0s 14ms/step >70, 20/693, d1=0.393, d2=0.360 g=4.247 2/2 [==============================] - 0s 11ms/step >70, 21/693, d1=0.567, d2=0.409 g=2.964 2/2 [==============================] - 0s 12ms/step >70, 22/693, d1=0.323, d2=0.299 g=2.967 2/2 [==============================] - 0s 13ms/step >70, 23/693, d1=0.453, d2=0.401 g=2.764 2/2 [==============================] - 0s 13ms/step >70, 24/693, d1=0.295, d2=0.363 g=3.690 2/2 [==============================] - 0s 11ms/step >70, 25/693, d1=0.420, d2=0.240 g=3.505 2/2 [==============================] - 0s 15ms/step >70, 26/693, d1=0.465, d2=0.295 g=3.445 2/2 [==============================] - 0s 15ms/step >70, 27/693, d1=0.577, d2=0.433 g=2.335 2/2 [==============================] - 0s 13ms/step >70, 28/693, d1=0.445, d2=0.396 g=4.153 2/2 [==============================] - 0s 11ms/step >70, 29/693, d1=0.349, d2=0.367 g=2.609 2/2 [==============================] - 0s 14ms/step >70, 30/693, d1=0.366, d2=0.345 g=3.193 2/2 [==============================] - 0s 12ms/step >70, 31/693, d1=0.375, d2=0.368 g=3.844 2/2 [==============================] - 0s 12ms/step >70, 32/693, d1=0.552, d2=0.337 g=3.195 2/2 [==============================] - 0s 12ms/step >70, 33/693, d1=0.281, d2=0.368 g=2.603 2/2 [==============================] - 0s 11ms/step >70, 34/693, d1=0.433, d2=0.287 g=3.048 2/2 [==============================] - 0s 11ms/step >70, 35/693, d1=0.211, d2=0.234 g=3.070 2/2 [==============================] - 0s 15ms/step >70, 36/693, d1=0.517, d2=0.326 g=3.175 2/2 [==============================] - 0s 12ms/step >70, 37/693, d1=0.426, d2=0.355 g=2.817 2/2 [==============================] - 0s 11ms/step >70, 38/693, d1=0.428, d2=0.402 g=2.586 2/2 [==============================] - 0s 12ms/step >70, 39/693, d1=0.405, d2=0.325 g=2.398 2/2 [==============================] - 0s 12ms/step >70, 40/693, d1=0.506, d2=0.222 g=3.508 2/2 [==============================] - 0s 12ms/step >70, 41/693, d1=0.471, d2=0.381 g=2.243 2/2 [==============================] - 0s 13ms/step >70, 42/693, d1=0.260, d2=0.436 g=2.357 2/2 [==============================] - 0s 11ms/step >70, 43/693, d1=0.446, d2=0.353 g=3.653 2/2 [==============================] - 0s 12ms/step >70, 44/693, d1=0.385, d2=0.317 g=2.913 2/2 [==============================] - 0s 14ms/step >70, 45/693, d1=0.433, d2=0.321 g=3.770 2/2 [==============================] - 0s 11ms/step >70, 46/693, d1=0.409, d2=0.241 g=4.397 2/2 [==============================] - 0s 12ms/step >70, 47/693, d1=0.558, d2=0.415 g=3.427 2/2 [==============================] - 0s 11ms/step >70, 48/693, d1=0.294, d2=0.323 g=3.412 2/2 [==============================] - 0s 11ms/step >70, 49/693, d1=0.323, d2=0.326 g=3.446 2/2 [==============================] - 0s 13ms/step >70, 50/693, d1=0.426, d2=0.295 g=3.473 2/2 [==============================] - 0s 12ms/step >70, 51/693, d1=0.518, d2=0.360 g=3.139 2/2 [==============================] - 0s 12ms/step >70, 52/693, d1=0.349, d2=0.348 g=2.681 2/2 [==============================] - 0s 12ms/step >70, 53/693, d1=0.506, d2=0.240 g=3.176 2/2 [==============================] - 0s 12ms/step >70, 54/693, d1=0.413, d2=0.338 g=2.642 2/2 [==============================] - 0s 12ms/step >70, 55/693, d1=0.414, d2=0.535 g=3.003 2/2 [==============================] - 0s 12ms/step >70, 56/693, d1=0.393, d2=0.331 g=4.243 2/2 [==============================] - 0s 12ms/step >70, 57/693, d1=0.585, d2=0.323 g=3.707 2/2 [==============================] - 0s 14ms/step >70, 58/693, d1=0.421, d2=0.383 g=4.465 2/2 [==============================] - 0s 15ms/step >70, 59/693, d1=0.393, d2=0.340 g=3.882 2/2 [==============================] - 0s 11ms/step >70, 60/693, d1=0.379, d2=0.438 g=3.220 2/2 [==============================] - 0s 12ms/step >70, 61/693, d1=0.356, d2=0.284 g=2.913 2/2 [==============================] - 0s 13ms/step >70, 62/693, d1=0.457, d2=0.342 g=3.211 2/2 [==============================] - 0s 12ms/step >70, 63/693, d1=0.319, d2=0.394 g=3.599 2/2 [==============================] - 0s 11ms/step >70, 64/693, d1=0.479, d2=0.271 g=2.972 2/2 [==============================] - 0s 11ms/step >70, 65/693, d1=0.291, d2=0.345 g=4.260 2/2 [==============================] - 0s 11ms/step >70, 66/693, d1=0.349, d2=0.230 g=3.070 2/2 [==============================] - 0s 11ms/step >70, 67/693, d1=0.412, d2=0.448 g=4.537 2/2 [==============================] - 0s 12ms/step >70, 68/693, d1=0.359, d2=0.272 g=4.768 2/2 [==============================] - 0s 11ms/step >70, 69/693, d1=0.278, d2=0.325 g=4.149 2/2 [==============================] - 0s 12ms/step >70, 70/693, d1=0.480, d2=0.225 g=4.009 2/2 [==============================] - 0s 11ms/step >70, 71/693, d1=0.443, d2=0.326 g=5.005 2/2 [==============================] - 0s 12ms/step >70, 72/693, d1=0.430, d2=0.320 g=3.073 2/2 [==============================] - 0s 12ms/step >70, 73/693, d1=0.314, d2=0.408 g=2.884 2/2 [==============================] - 0s 11ms/step >70, 74/693, d1=0.429, d2=0.262 g=4.150 2/2 [==============================] - 0s 12ms/step >70, 75/693, d1=0.465, d2=0.379 g=4.409 2/2 [==============================] - 0s 12ms/step >70, 76/693, d1=0.373, d2=0.458 g=3.657 2/2 [==============================] - 0s 12ms/step >70, 77/693, d1=0.485, d2=0.278 g=3.322 2/2 [==============================] - 0s 12ms/step >70, 78/693, d1=0.424, d2=0.372 g=3.846 2/2 [==============================] - 0s 11ms/step >70, 79/693, d1=0.293, d2=0.338 g=3.943 2/2 [==============================] - 0s 12ms/step >70, 80/693, d1=0.578, d2=0.188 g=3.270 2/2 [==============================] - 0s 11ms/step >70, 81/693, d1=0.442, d2=0.413 g=4.088 2/2 [==============================] - 0s 11ms/step >70, 82/693, d1=0.330, d2=0.511 g=3.026 2/2 [==============================] - 0s 12ms/step >70, 83/693, d1=0.505, d2=0.243 g=3.775 2/2 [==============================] - 0s 12ms/step >70, 84/693, d1=0.565, d2=0.406 g=3.271 2/2 [==============================] - 0s 12ms/step >70, 85/693, d1=0.430, d2=0.377 g=2.878 2/2 [==============================] - 0s 11ms/step >70, 86/693, d1=0.469, d2=0.264 g=3.703 2/2 [==============================] - 0s 12ms/step >70, 87/693, d1=0.264, d2=0.314 g=5.683 2/2 [==============================] - 0s 12ms/step >70, 88/693, d1=0.417, d2=0.326 g=3.247 2/2 [==============================] - 0s 11ms/step >70, 89/693, d1=0.306, d2=0.383 g=3.180 2/2 [==============================] - 0s 12ms/step >70, 90/693, d1=0.342, d2=0.299 g=3.151 2/2 [==============================] - 0s 12ms/step >70, 91/693, d1=0.430, d2=0.322 g=2.526 2/2 [==============================] - 0s 12ms/step >70, 92/693, d1=0.437, d2=0.304 g=3.890 2/2 [==============================] - 0s 10ms/step >70, 93/693, d1=0.467, d2=0.448 g=2.876 2/2 [==============================] - 0s 12ms/step >70, 94/693, d1=0.375, d2=0.501 g=2.876 2/2 [==============================] - 0s 12ms/step >70, 95/693, d1=0.366, d2=0.340 g=4.637 2/2 [==============================] - 0s 12ms/step >70, 96/693, d1=0.475, d2=0.305 g=4.010 2/2 [==============================] - 0s 12ms/step >70, 97/693, d1=0.542, d2=0.203 g=2.048 2/2 [==============================] - 0s 12ms/step >70, 98/693, d1=0.324, d2=0.370 g=3.136 2/2 [==============================] - 0s 12ms/step >70, 99/693, d1=0.371, d2=0.379 g=4.072 2/2 [==============================] - 0s 12ms/step >70, 100/693, d1=0.424, d2=0.334 g=4.878 2/2 [==============================] - 0s 12ms/step >70, 101/693, d1=0.261, d2=0.380 g=3.728 2/2 [==============================] - 0s 13ms/step >70, 102/693, d1=0.428, d2=0.323 g=2.901 2/2 [==============================] - 0s 12ms/step >70, 103/693, d1=0.533, d2=0.371 g=2.938 2/2 [==============================] - 0s 12ms/step >70, 104/693, d1=0.433, d2=0.381 g=2.612 2/2 [==============================] - 0s 11ms/step >70, 105/693, d1=0.587, d2=0.362 g=3.121 2/2 [==============================] - 0s 12ms/step >70, 106/693, d1=0.454, d2=0.345 g=2.711 2/2 [==============================] - 0s 12ms/step >70, 107/693, d1=0.349, d2=0.292 g=2.989 2/2 [==============================] - 0s 14ms/step >70, 108/693, d1=0.390, d2=0.283 g=3.165 2/2 [==============================] - 0s 12ms/step >70, 109/693, d1=0.418, d2=0.397 g=3.214 2/2 [==============================] - 0s 11ms/step >70, 110/693, d1=0.275, d2=0.390 g=3.533 2/2 [==============================] - 0s 11ms/step >70, 111/693, d1=0.484, d2=0.348 g=2.861 2/2 [==============================] - 0s 11ms/step >70, 112/693, d1=0.532, d2=0.326 g=2.383 2/2 [==============================] - 0s 11ms/step >70, 113/693, d1=0.559, d2=0.485 g=3.790 2/2 [==============================] - 0s 12ms/step >70, 114/693, d1=0.403, d2=0.269 g=2.660 2/2 [==============================] - 0s 12ms/step >70, 115/693, d1=0.385, d2=0.365 g=3.837 2/2 [==============================] - 0s 11ms/step >70, 116/693, d1=0.348, d2=0.260 g=2.789 2/2 [==============================] - 0s 11ms/step >70, 117/693, d1=0.538, d2=0.425 g=2.488 2/2 [==============================] - 0s 11ms/step >70, 118/693, d1=0.342, d2=0.312 g=1.679 2/2 [==============================] - 0s 12ms/step >70, 119/693, d1=0.376, d2=0.307 g=3.383 2/2 [==============================] - 0s 12ms/step >70, 120/693, d1=0.469, d2=0.247 g=2.595 2/2 [==============================] - 0s 12ms/step >70, 121/693, d1=0.337, d2=0.329 g=3.677 2/2 [==============================] - 0s 12ms/step >70, 122/693, d1=0.257, d2=0.315 g=3.999 2/2 [==============================] - 0s 11ms/step >70, 123/693, d1=0.420, d2=0.427 g=3.689 2/2 [==============================] - 0s 11ms/step >70, 124/693, d1=0.363, d2=0.286 g=2.612 2/2 [==============================] - 0s 11ms/step >70, 125/693, d1=0.454, d2=0.250 g=2.853 2/2 [==============================] - 0s 11ms/step >70, 126/693, d1=0.398, d2=0.287 g=2.149 2/2 [==============================] - 0s 13ms/step >70, 127/693, d1=0.238, d2=0.400 g=3.839 2/2 [==============================] - 0s 12ms/step >70, 128/693, d1=0.480, d2=0.235 g=2.807 2/2 [==============================] - 0s 12ms/step >70, 129/693, d1=0.466, d2=0.398 g=2.841 2/2 [==============================] - 0s 13ms/step >70, 130/693, d1=0.388, d2=0.227 g=3.328 2/2 [==============================] - 0s 12ms/step >70, 131/693, d1=0.311, d2=0.278 g=3.983 2/2 [==============================] - 0s 13ms/step >70, 132/693, d1=0.416, d2=0.324 g=2.477 2/2 [==============================] - 0s 13ms/step >70, 133/693, d1=0.282, d2=0.368 g=2.862 2/2 [==============================] - 0s 12ms/step >70, 134/693, d1=0.239, d2=0.286 g=2.056 2/2 [==============================] - 0s 13ms/step >70, 135/693, d1=0.588, d2=0.286 g=3.070 2/2 [==============================] - 0s 12ms/step >70, 136/693, d1=0.315, d2=0.341 g=3.082 2/2 [==============================] - 0s 12ms/step >70, 137/693, d1=0.338, d2=0.309 g=3.136 2/2 [==============================] - 0s 12ms/step >70, 138/693, d1=0.518, d2=0.299 g=3.571 2/2 [==============================] - 0s 11ms/step >70, 139/693, d1=0.484, d2=0.369 g=3.022 2/2 [==============================] - 0s 13ms/step >70, 140/693, d1=0.427, d2=0.304 g=2.457 2/2 [==============================] - 0s 12ms/step >70, 141/693, d1=0.449, d2=0.465 g=3.483 2/2 [==============================] - 0s 12ms/step >70, 142/693, d1=0.422, d2=0.323 g=2.625 2/2 [==============================] - 0s 11ms/step >70, 143/693, d1=0.509, d2=0.253 g=2.402 2/2 [==============================] - 0s 11ms/step >70, 144/693, d1=0.279, d2=0.413 g=2.721 2/2 [==============================] - 0s 13ms/step >70, 145/693, d1=0.420, d2=0.319 g=3.841 2/2 [==============================] - 0s 13ms/step >70, 146/693, d1=0.401, d2=0.291 g=3.927 2/2 [==============================] - 0s 11ms/step >70, 147/693, d1=0.637, d2=0.420 g=3.636 2/2 [==============================] - 0s 12ms/step >70, 148/693, d1=0.393, d2=0.326 g=3.966 2/2 [==============================] - 0s 12ms/step >70, 149/693, d1=0.260, d2=0.329 g=3.394 2/2 [==============================] - 0s 13ms/step >70, 150/693, d1=0.528, d2=0.349 g=3.114 2/2 [==============================] - 0s 11ms/step >70, 151/693, d1=0.428, d2=0.315 g=3.189 2/2 [==============================] - 0s 12ms/step >70, 152/693, d1=0.348, d2=0.431 g=3.057 2/2 [==============================] - 0s 13ms/step >70, 153/693, d1=0.521, d2=0.304 g=2.418 2/2 [==============================] - 0s 13ms/step >70, 154/693, d1=0.366, d2=0.242 g=3.245 2/2 [==============================] - 0s 13ms/step >70, 155/693, d1=0.413, d2=0.386 g=2.516 2/2 [==============================] - 0s 13ms/step >70, 156/693, d1=0.297, d2=0.359 g=4.524 2/2 [==============================] - 0s 12ms/step >70, 157/693, d1=0.497, d2=0.340 g=4.055 2/2 [==============================] - 0s 11ms/step >70, 158/693, d1=0.428, d2=0.388 g=5.141 2/2 [==============================] - 0s 12ms/step >70, 159/693, d1=0.439, d2=0.348 g=4.534 2/2 [==============================] - 0s 14ms/step >70, 160/693, d1=0.398, d2=0.361 g=3.046 2/2 [==============================] - 0s 12ms/step >70, 161/693, d1=0.533, d2=0.403 g=3.270 2/2 [==============================] - 0s 12ms/step >70, 162/693, d1=0.374, d2=0.338 g=3.029 2/2 [==============================] - 0s 12ms/step >70, 163/693, d1=0.432, d2=0.429 g=4.229 2/2 [==============================] - 0s 11ms/step >70, 164/693, d1=0.370, d2=0.250 g=3.612 2/2 [==============================] - 0s 11ms/step >70, 165/693, d1=0.326, d2=0.398 g=2.678 2/2 [==============================] - 0s 12ms/step >70, 166/693, d1=0.403, d2=0.270 g=3.239 2/2 [==============================] - 0s 12ms/step >70, 167/693, d1=0.338, d2=0.356 g=2.948 2/2 [==============================] - 0s 13ms/step >70, 168/693, d1=0.320, d2=0.343 g=4.409 2/2 [==============================] - 0s 11ms/step >70, 169/693, d1=0.457, d2=0.396 g=4.299 2/2 [==============================] - 0s 13ms/step >70, 170/693, d1=0.429, d2=0.321 g=3.996 2/2 [==============================] - 0s 13ms/step >70, 171/693, d1=0.476, d2=0.330 g=3.455 2/2 [==============================] - 0s 13ms/step >70, 172/693, d1=0.479, d2=0.260 g=2.140 2/2 [==============================] - 0s 12ms/step >70, 173/693, d1=0.424, d2=0.308 g=3.445 2/2 [==============================] - 0s 11ms/step >70, 174/693, d1=0.346, d2=0.423 g=3.915 2/2 [==============================] - 0s 11ms/step >70, 175/693, d1=0.451, d2=0.311 g=3.141 2/2 [==============================] - 0s 12ms/step >70, 176/693, d1=0.378, d2=0.245 g=3.536 2/2 [==============================] - 0s 11ms/step >70, 177/693, d1=0.285, d2=0.307 g=2.713 2/2 [==============================] - 0s 13ms/step >70, 178/693, d1=0.366, d2=0.285 g=2.930 2/2 [==============================] - 0s 11ms/step >70, 179/693, d1=0.373, d2=0.283 g=2.428 2/2 [==============================] - 0s 11ms/step >70, 180/693, d1=0.488, d2=0.404 g=2.686 2/2 [==============================] - 0s 11ms/step >70, 181/693, d1=0.483, d2=0.313 g=3.547 2/2 [==============================] - 0s 11ms/step >70, 182/693, d1=0.401, d2=0.283 g=3.644 2/2 [==============================] - 0s 11ms/step >70, 183/693, d1=0.353, d2=0.394 g=2.333 2/2 [==============================] - 0s 12ms/step >70, 184/693, d1=0.514, d2=0.352 g=3.293 2/2 [==============================] - 0s 12ms/step >70, 185/693, d1=0.428, d2=0.383 g=2.292 2/2 [==============================] - 0s 11ms/step >70, 186/693, d1=0.386, d2=0.393 g=3.252 2/2 [==============================] - 0s 11ms/step >70, 187/693, d1=0.534, d2=0.412 g=3.754 2/2 [==============================] - 0s 12ms/step >70, 188/693, d1=0.544, d2=0.303 g=2.748 2/2 [==============================] - 0s 13ms/step >70, 189/693, d1=0.456, d2=0.366 g=3.732 2/2 [==============================] - 0s 13ms/step >70, 190/693, d1=0.380, d2=0.292 g=3.442 2/2 [==============================] - 0s 13ms/step >70, 191/693, d1=0.381, d2=0.275 g=2.885 2/2 [==============================] - 0s 12ms/step >70, 192/693, d1=0.282, d2=0.288 g=2.864 2/2 [==============================] - 0s 13ms/step >70, 193/693, d1=0.324, d2=0.272 g=3.628 2/2 [==============================] - 0s 12ms/step >70, 194/693, d1=0.324, d2=0.259 g=2.778 2/2 [==============================] - 0s 11ms/step >70, 195/693, d1=0.368, d2=0.279 g=3.729 2/2 [==============================] - 0s 13ms/step >70, 196/693, d1=0.371, d2=0.386 g=2.883 2/2 [==============================] - 0s 12ms/step >70, 197/693, d1=0.336, d2=0.248 g=2.595 2/2 [==============================] - 0s 12ms/step >70, 198/693, d1=0.363, d2=0.273 g=2.667 2/2 [==============================] - 0s 12ms/step >70, 199/693, d1=0.412, d2=0.375 g=3.179 2/2 [==============================] - 0s 12ms/step >70, 200/693, d1=0.541, d2=0.335 g=1.661 2/2 [==============================] - 0s 11ms/step >70, 201/693, d1=0.320, d2=0.473 g=2.832 2/2 [==============================] - 0s 12ms/step >70, 202/693, d1=0.368, d2=0.317 g=3.559 2/2 [==============================] - 0s 11ms/step >70, 203/693, d1=0.499, d2=0.433 g=3.764 2/2 [==============================] - 0s 10ms/step >70, 204/693, d1=0.358, d2=0.345 g=3.599 2/2 [==============================] - 0s 11ms/step >70, 205/693, d1=0.434, d2=0.297 g=3.378 2/2 [==============================] - 0s 12ms/step >70, 206/693, d1=0.384, d2=0.323 g=3.197 2/2 [==============================] - 0s 11ms/step >70, 207/693, d1=0.396, d2=0.235 g=2.750 2/2 [==============================] - 0s 11ms/step >70, 208/693, d1=0.350, d2=0.362 g=3.689 2/2 [==============================] - 0s 12ms/step >70, 209/693, d1=0.474, d2=0.354 g=2.418 2/2 [==============================] - 0s 10ms/step >70, 210/693, d1=0.323, d2=0.413 g=3.118 2/2 [==============================] - 0s 12ms/step >70, 211/693, d1=0.494, d2=0.272 g=3.157 2/2 [==============================] - 0s 11ms/step >70, 212/693, d1=0.378, d2=0.278 g=4.324 2/2 [==============================] - 0s 11ms/step >70, 213/693, d1=0.292, d2=0.302 g=2.701 2/2 [==============================] - 0s 13ms/step >70, 214/693, d1=0.311, d2=0.239 g=3.012 2/2 [==============================] - 0s 11ms/step >70, 215/693, d1=0.600, d2=0.405 g=2.863 2/2 [==============================] - 0s 12ms/step >70, 216/693, d1=0.358, d2=0.400 g=2.890 2/2 [==============================] - 0s 14ms/step >70, 217/693, d1=0.538, d2=0.230 g=2.870 2/2 [==============================] - 0s 11ms/step >70, 218/693, d1=0.369, d2=0.275 g=2.684 2/2 [==============================] - 0s 11ms/step >70, 219/693, d1=0.415, d2=0.245 g=2.437 2/2 [==============================] - 0s 12ms/step >70, 220/693, d1=0.327, d2=0.312 g=3.126 2/2 [==============================] - 0s 10ms/step >70, 221/693, d1=0.259, d2=0.378 g=2.860 2/2 [==============================] - 0s 12ms/step >70, 222/693, d1=0.305, d2=0.335 g=3.395 2/2 [==============================] - 0s 12ms/step >70, 223/693, d1=0.507, d2=0.278 g=2.544 2/2 [==============================] - 0s 11ms/step >70, 224/693, d1=0.364, d2=0.282 g=2.842 2/2 [==============================] - 0s 11ms/step >70, 225/693, d1=0.333, d2=0.339 g=2.996 2/2 [==============================] - 0s 12ms/step >70, 226/693, d1=0.456, d2=0.310 g=2.254 2/2 [==============================] - 0s 12ms/step >70, 227/693, d1=0.408, d2=0.214 g=2.843 2/2 [==============================] - 0s 12ms/step >70, 228/693, d1=0.537, d2=0.354 g=3.913 2/2 [==============================] - 0s 13ms/step >70, 229/693, d1=0.304, d2=0.399 g=2.374 2/2 [==============================] - 0s 12ms/step >70, 230/693, d1=0.436, d2=0.304 g=3.155 2/2 [==============================] - 0s 11ms/step >70, 231/693, d1=0.323, d2=0.409 g=3.483 2/2 [==============================] - 0s 11ms/step >70, 232/693, d1=0.464, d2=0.296 g=2.949 2/2 [==============================] - 0s 12ms/step >70, 233/693, d1=0.444, d2=0.347 g=3.014 2/2 [==============================] - 0s 11ms/step >70, 234/693, d1=0.423, d2=0.248 g=3.174 2/2 [==============================] - 0s 12ms/step >70, 235/693, d1=0.386, d2=0.408 g=2.681 2/2 [==============================] - 0s 12ms/step >70, 236/693, d1=0.378, d2=0.305 g=3.834 2/2 [==============================] - 0s 11ms/step >70, 237/693, d1=0.565, d2=0.486 g=3.344 2/2 [==============================] - 0s 12ms/step >70, 238/693, d1=0.364, d2=0.265 g=2.446 2/2 [==============================] - 0s 12ms/step >70, 239/693, d1=0.376, d2=0.318 g=2.403 2/2 [==============================] - 0s 12ms/step >70, 240/693, d1=0.422, d2=0.405 g=2.635 2/2 [==============================] - 0s 13ms/step >70, 241/693, d1=0.343, d2=0.286 g=2.980 2/2 [==============================] - 0s 11ms/step >70, 242/693, d1=0.414, d2=0.281 g=3.863 2/2 [==============================] - 0s 12ms/step >70, 243/693, d1=0.547, d2=0.271 g=3.325 2/2 [==============================] - 0s 13ms/step >70, 244/693, d1=0.453, d2=0.319 g=2.947 2/2 [==============================] - 0s 11ms/step >70, 245/693, d1=0.391, d2=0.309 g=3.086 2/2 [==============================] - 0s 12ms/step >70, 246/693, d1=0.408, d2=0.413 g=3.194 2/2 [==============================] - 0s 12ms/step >70, 247/693, d1=0.428, d2=0.329 g=2.840 2/2 [==============================] - 0s 12ms/step >70, 248/693, d1=0.287, d2=0.307 g=3.778 2/2 [==============================] - 0s 12ms/step >70, 249/693, d1=0.318, d2=0.290 g=2.919 2/2 [==============================] - 0s 13ms/step >70, 250/693, d1=0.432, d2=0.373 g=3.790 2/2 [==============================] - 0s 11ms/step >70, 251/693, d1=0.332, d2=0.321 g=3.075 2/2 [==============================] - 0s 11ms/step >70, 252/693, d1=0.457, d2=0.294 g=3.193 2/2 [==============================] - 0s 12ms/step >70, 253/693, d1=0.515, d2=0.401 g=3.123 2/2 [==============================] - 0s 13ms/step >70, 254/693, d1=0.358, d2=0.372 g=3.400 2/2 [==============================] - 0s 12ms/step >70, 255/693, d1=0.517, d2=0.442 g=3.208 2/2 [==============================] - 0s 11ms/step >70, 256/693, d1=0.320, d2=0.268 g=2.500 2/2 [==============================] - 0s 11ms/step >70, 257/693, d1=0.438, d2=0.410 g=3.367 2/2 [==============================] - 0s 11ms/step >70, 258/693, d1=0.425, d2=0.355 g=2.284 2/2 [==============================] - 0s 12ms/step >70, 259/693, d1=0.436, d2=0.310 g=2.849 2/2 [==============================] - 0s 12ms/step >70, 260/693, d1=0.339, d2=0.302 g=4.033 2/2 [==============================] - 0s 13ms/step >70, 261/693, d1=0.468, d2=0.337 g=2.678 2/2 [==============================] - 0s 12ms/step >70, 262/693, d1=0.506, d2=0.307 g=3.224 2/2 [==============================] - 0s 13ms/step >70, 263/693, d1=0.492, d2=0.325 g=3.022 2/2 [==============================] - 0s 12ms/step >70, 264/693, d1=0.259, d2=0.332 g=2.737 2/2 [==============================] - 0s 11ms/step >70, 265/693, d1=0.422, d2=0.345 g=2.715 2/2 [==============================] - 0s 12ms/step >70, 266/693, d1=0.490, d2=0.336 g=4.516 2/2 [==============================] - 0s 12ms/step >70, 267/693, d1=0.326, d2=0.364 g=3.548 2/2 [==============================] - 0s 12ms/step >70, 268/693, d1=0.502, d2=0.260 g=3.758 2/2 [==============================] - 0s 11ms/step >70, 269/693, d1=0.303, d2=0.307 g=2.649 2/2 [==============================] - 0s 11ms/step >70, 270/693, d1=0.277, d2=0.453 g=3.246 2/2 [==============================] - 0s 11ms/step >70, 271/693, d1=0.362, d2=0.275 g=2.793 2/2 [==============================] - 0s 13ms/step >70, 272/693, d1=0.443, d2=0.243 g=3.576 2/2 [==============================] - 0s 11ms/step >70, 273/693, d1=0.482, d2=0.398 g=4.468 2/2 [==============================] - 0s 10ms/step >70, 274/693, d1=0.429, d2=0.290 g=3.066 2/2 [==============================] - 0s 13ms/step >70, 275/693, d1=0.462, d2=0.479 g=3.062 2/2 [==============================] - 0s 11ms/step >70, 276/693, d1=0.394, d2=0.243 g=3.172 2/2 [==============================] - 0s 11ms/step >70, 277/693, d1=0.265, d2=0.354 g=3.285 2/2 [==============================] - 0s 12ms/step >70, 278/693, d1=0.476, d2=0.303 g=3.008 2/2 [==============================] - 0s 11ms/step >70, 279/693, d1=0.460, d2=0.426 g=3.485 2/2 [==============================] - 0s 12ms/step >70, 280/693, d1=0.496, d2=0.334 g=3.439 2/2 [==============================] - 0s 12ms/step >70, 281/693, d1=0.554, d2=0.269 g=2.860 2/2 [==============================] - 0s 12ms/step >70, 282/693, d1=0.317, d2=0.328 g=2.990 2/2 [==============================] - 0s 11ms/step >70, 283/693, d1=0.558, d2=0.299 g=3.556 2/2 [==============================] - 0s 12ms/step >70, 284/693, d1=0.367, d2=0.474 g=2.327 2/2 [==============================] - 0s 11ms/step >70, 285/693, d1=0.409, d2=0.360 g=2.995 2/2 [==============================] - 0s 12ms/step >70, 286/693, d1=0.311, d2=0.389 g=2.836 2/2 [==============================] - 0s 11ms/step >70, 287/693, d1=0.430, d2=0.312 g=3.506 2/2 [==============================] - 0s 13ms/step >70, 288/693, d1=0.413, d2=0.346 g=3.007 2/2 [==============================] - 0s 13ms/step >70, 289/693, d1=0.450, d2=0.332 g=3.243 2/2 [==============================] - 0s 12ms/step >70, 290/693, d1=0.346, d2=0.299 g=3.468 2/2 [==============================] - 0s 11ms/step >70, 291/693, d1=0.274, d2=0.336 g=3.194 2/2 [==============================] - 0s 13ms/step >70, 292/693, d1=0.446, d2=0.376 g=3.266 2/2 [==============================] - 0s 13ms/step >70, 293/693, d1=0.535, d2=0.297 g=3.252 2/2 [==============================] - 0s 12ms/step >70, 294/693, d1=0.501, d2=0.327 g=3.434 2/2 [==============================] - 0s 12ms/step >70, 295/693, d1=0.407, d2=0.378 g=2.768 2/2 [==============================] - 0s 11ms/step >70, 296/693, d1=0.252, d2=0.261 g=2.679 2/2 [==============================] - 0s 10ms/step >70, 297/693, d1=0.631, d2=0.378 g=2.386 2/2 [==============================] - 0s 12ms/step >70, 298/693, d1=0.383, d2=0.483 g=2.224 2/2 [==============================] - 0s 11ms/step >70, 299/693, d1=0.208, d2=0.372 g=2.941 2/2 [==============================] - 0s 14ms/step >70, 300/693, d1=0.402, d2=0.389 g=3.085 2/2 [==============================] - 0s 12ms/step >70, 301/693, d1=0.678, d2=0.228 g=4.350 2/2 [==============================] - 0s 12ms/step >70, 302/693, d1=0.445, d2=0.356 g=2.399 2/2 [==============================] - 0s 12ms/step >70, 303/693, d1=0.386, d2=0.309 g=2.590 2/2 [==============================] - 0s 11ms/step >70, 304/693, d1=0.393, d2=0.429 g=2.402 2/2 [==============================] - 0s 13ms/step >70, 305/693, d1=0.314, d2=0.216 g=2.684 2/2 [==============================] - 0s 12ms/step >70, 306/693, d1=0.458, d2=0.387 g=2.017 2/2 [==============================] - 0s 12ms/step >70, 307/693, d1=0.328, d2=0.376 g=2.161 2/2 [==============================] - 0s 12ms/step >70, 308/693, d1=0.321, d2=0.323 g=2.566 2/2 [==============================] - 0s 12ms/step >70, 309/693, d1=0.364, d2=0.329 g=3.396 2/2 [==============================] - 0s 11ms/step >70, 310/693, d1=0.556, d2=0.279 g=3.293 2/2 [==============================] - 0s 12ms/step >70, 311/693, d1=0.295, d2=0.271 g=2.678 2/2 [==============================] - 0s 11ms/step >70, 312/693, d1=0.294, d2=0.357 g=2.239 2/2 [==============================] - 0s 11ms/step >70, 313/693, d1=0.418, d2=0.261 g=3.776 2/2 [==============================] - 0s 12ms/step >70, 314/693, d1=0.316, d2=0.347 g=3.271 2/2 [==============================] - 0s 13ms/step >70, 315/693, d1=0.387, d2=0.327 g=3.204 2/2 [==============================] - 0s 11ms/step >70, 316/693, d1=0.554, d2=0.365 g=3.499 2/2 [==============================] - 0s 12ms/step >70, 317/693, d1=0.433, d2=0.279 g=3.184 2/2 [==============================] - 0s 12ms/step >70, 318/693, d1=0.465, d2=0.382 g=4.289 2/2 [==============================] - 0s 12ms/step >70, 319/693, d1=0.387, d2=0.291 g=3.091 2/2 [==============================] - 0s 12ms/step >70, 320/693, d1=0.339, d2=0.265 g=5.417 2/2 [==============================] - 0s 11ms/step >70, 321/693, d1=0.368, d2=0.375 g=5.878 2/2 [==============================] - 0s 12ms/step >70, 322/693, d1=0.369, d2=0.294 g=3.199 2/2 [==============================] - 0s 12ms/step >70, 323/693, d1=0.538, d2=0.368 g=5.284 2/2 [==============================] - 0s 11ms/step >70, 324/693, d1=0.267, d2=0.317 g=2.609 2/2 [==============================] - 0s 11ms/step >70, 325/693, d1=0.388, d2=0.311 g=4.254 2/2 [==============================] - 0s 12ms/step >70, 326/693, d1=0.567, d2=0.254 g=7.322 2/2 [==============================] - 0s 11ms/step >70, 327/693, d1=0.375, d2=0.326 g=3.128 2/2 [==============================] - 0s 12ms/step >70, 328/693, d1=0.528, d2=0.349 g=4.774 2/2 [==============================] - 0s 11ms/step >70, 329/693, d1=0.423, d2=0.441 g=7.150 2/2 [==============================] - 0s 12ms/step >70, 330/693, d1=0.440, d2=0.327 g=4.554 2/2 [==============================] - 0s 11ms/step >70, 331/693, d1=0.434, d2=0.345 g=7.939 2/2 [==============================] - 0s 13ms/step >70, 332/693, d1=0.349, d2=0.294 g=7.338 2/2 [==============================] - 0s 12ms/step >70, 333/693, d1=0.490, d2=0.422 g=7.638 2/2 [==============================] - 0s 11ms/step >70, 334/693, d1=0.453, d2=0.325 g=3.938 2/2 [==============================] - 0s 12ms/step >70, 335/693, d1=0.333, d2=0.323 g=4.713 2/2 [==============================] - 0s 11ms/step >70, 336/693, d1=0.454, d2=0.344 g=4.315 2/2 [==============================] - 0s 13ms/step >70, 337/693, d1=0.506, d2=0.300 g=2.984 2/2 [==============================] - 0s 12ms/step >70, 338/693, d1=0.438, d2=0.436 g=7.242 2/2 [==============================] - 0s 12ms/step >70, 339/693, d1=0.334, d2=0.419 g=8.152 2/2 [==============================] - 0s 11ms/step >70, 340/693, d1=0.461, d2=0.267 g=7.891 2/2 [==============================] - 0s 12ms/step >70, 341/693, d1=0.540, d2=0.350 g=3.416 2/2 [==============================] - 0s 12ms/step >70, 342/693, d1=0.505, d2=0.329 g=1.863 2/2 [==============================] - 0s 11ms/step >70, 343/693, d1=0.436, d2=0.327 g=5.630 2/2 [==============================] - 0s 12ms/step >70, 344/693, d1=0.456, d2=0.372 g=5.306 2/2 [==============================] - 0s 12ms/step >70, 345/693, d1=0.327, d2=0.282 g=5.401 2/2 [==============================] - 0s 10ms/step >70, 346/693, d1=0.424, d2=0.384 g=4.430 2/2 [==============================] - 0s 12ms/step >70, 347/693, d1=0.404, d2=0.368 g=5.908 2/2 [==============================] - 0s 13ms/step >70, 348/693, d1=0.374, d2=0.330 g=4.826 2/2 [==============================] - 0s 11ms/step >70, 349/693, d1=0.298, d2=0.401 g=4.225 2/2 [==============================] - 0s 12ms/step >70, 350/693, d1=0.481, d2=0.328 g=6.080 2/2 [==============================] - 0s 13ms/step >70, 351/693, d1=0.368, d2=0.346 g=3.958 2/2 [==============================] - 0s 13ms/step >70, 352/693, d1=0.312, d2=0.250 g=3.617 2/2 [==============================] - 0s 11ms/step >70, 353/693, d1=0.305, d2=0.306 g=5.428 2/2 [==============================] - 0s 12ms/step >70, 354/693, d1=0.439, d2=0.311 g=4.931 2/2 [==============================] - 0s 13ms/step >70, 355/693, d1=0.368, d2=0.342 g=4.520 2/2 [==============================] - 0s 14ms/step >70, 356/693, d1=0.386, d2=0.343 g=6.016 2/2 [==============================] - 0s 12ms/step >70, 357/693, d1=0.434, d2=0.390 g=4.300 2/2 [==============================] - 0s 12ms/step >70, 358/693, d1=0.518, d2=0.438 g=6.453 2/2 [==============================] - 0s 12ms/step >70, 359/693, d1=0.336, d2=0.275 g=4.316 2/2 [==============================] - 0s 12ms/step >70, 360/693, d1=0.273, d2=0.317 g=3.828 2/2 [==============================] - 0s 13ms/step >70, 361/693, d1=0.397, d2=0.304 g=3.285 2/2 [==============================] - 0s 12ms/step >70, 362/693, d1=0.417, d2=0.307 g=6.305 2/2 [==============================] - 0s 12ms/step >70, 363/693, d1=0.446, d2=0.299 g=3.776 2/2 [==============================] - 0s 12ms/step >70, 364/693, d1=0.302, d2=0.325 g=6.019 2/2 [==============================] - 0s 12ms/step >70, 365/693, d1=0.407, d2=0.312 g=5.099 2/2 [==============================] - 0s 12ms/step >70, 366/693, d1=0.458, d2=0.290 g=1.851 2/2 [==============================] - 0s 11ms/step >70, 367/693, d1=0.249, d2=0.258 g=4.402 2/2 [==============================] - 0s 13ms/step >70, 368/693, d1=0.408, d2=0.333 g=3.845 2/2 [==============================] - 0s 11ms/step >70, 369/693, d1=0.519, d2=0.433 g=3.026 2/2 [==============================] - 0s 12ms/step >70, 370/693, d1=0.210, d2=0.326 g=5.004 2/2 [==============================] - 0s 12ms/step >70, 371/693, d1=0.450, d2=0.297 g=5.972 2/2 [==============================] - 0s 11ms/step >70, 372/693, d1=0.329, d2=0.287 g=3.426 2/2 [==============================] - 0s 12ms/step >70, 373/693, d1=0.311, d2=0.285 g=4.726 2/2 [==============================] - 0s 12ms/step >70, 374/693, d1=0.412, d2=0.251 g=4.887 2/2 [==============================] - 0s 12ms/step >70, 375/693, d1=0.494, d2=0.394 g=4.120 2/2 [==============================] - 0s 12ms/step >70, 376/693, d1=0.262, d2=0.288 g=3.150 2/2 [==============================] - 0s 13ms/step >70, 377/693, d1=0.381, d2=0.314 g=4.274 2/2 [==============================] - 0s 13ms/step >70, 378/693, d1=0.388, d2=0.214 g=4.129 2/2 [==============================] - 0s 11ms/step >70, 379/693, d1=0.388, d2=0.307 g=3.136 2/2 [==============================] - 0s 12ms/step >70, 380/693, d1=0.353, d2=0.329 g=4.639 2/2 [==============================] - 0s 13ms/step >70, 381/693, d1=0.578, d2=0.347 g=5.135 2/2 [==============================] - 0s 12ms/step >70, 382/693, d1=0.396, d2=0.236 g=3.878 2/2 [==============================] - 0s 13ms/step >70, 383/693, d1=0.480, d2=0.351 g=5.019 2/2 [==============================] - 0s 13ms/step >70, 384/693, d1=0.331, d2=0.354 g=4.242 2/2 [==============================] - 0s 11ms/step >70, 385/693, d1=0.138, d2=0.275 g=6.933 2/2 [==============================] - 0s 12ms/step >70, 386/693, d1=0.564, d2=0.254 g=4.590 2/2 [==============================] - 0s 12ms/step >70, 387/693, d1=0.564, d2=0.297 g=5.826 2/2 [==============================] - 0s 12ms/step >70, 388/693, d1=0.392, d2=0.371 g=4.603 2/2 [==============================] - 0s 11ms/step >70, 389/693, d1=0.370, d2=0.403 g=5.133 2/2 [==============================] - 0s 12ms/step >70, 390/693, d1=0.352, d2=0.342 g=3.641 2/2 [==============================] - 0s 12ms/step >70, 391/693, d1=0.430, d2=0.332 g=4.770 2/2 [==============================] - 0s 12ms/step >70, 392/693, d1=0.433, d2=0.308 g=4.376 2/2 [==============================] - 0s 12ms/step >70, 393/693, d1=0.486, d2=0.316 g=7.386 2/2 [==============================] - 0s 12ms/step >70, 394/693, d1=0.283, d2=0.284 g=4.689 2/2 [==============================] - 0s 11ms/step >70, 395/693, d1=0.487, d2=0.370 g=3.506 2/2 [==============================] - 0s 13ms/step >70, 396/693, d1=0.409, d2=0.398 g=5.623 2/2 [==============================] - 0s 11ms/step >70, 397/693, d1=0.297, d2=0.349 g=4.441 2/2 [==============================] - 0s 13ms/step >70, 398/693, d1=0.428, d2=0.303 g=5.875 2/2 [==============================] - 0s 12ms/step >70, 399/693, d1=0.321, d2=0.235 g=6.018 2/2 [==============================] - 0s 13ms/step >70, 400/693, d1=0.556, d2=0.373 g=4.413 2/2 [==============================] - 0s 11ms/step >70, 401/693, d1=0.415, d2=0.306 g=4.399 2/2 [==============================] - 0s 12ms/step >70, 402/693, d1=0.404, d2=0.359 g=4.753 2/2 [==============================] - 0s 11ms/step >70, 403/693, d1=0.271, d2=0.264 g=4.749 2/2 [==============================] - 0s 13ms/step >70, 404/693, d1=0.468, d2=0.262 g=8.150 2/2 [==============================] - 0s 12ms/step >70, 405/693, d1=0.309, d2=0.335 g=3.679 2/2 [==============================] - 0s 12ms/step >70, 406/693, d1=0.371, d2=0.285 g=3.163 2/2 [==============================] - 0s 13ms/step >70, 407/693, d1=0.546, d2=0.321 g=3.992 2/2 [==============================] - 0s 13ms/step >70, 408/693, d1=0.495, d2=0.397 g=7.010 2/2 [==============================] - 0s 12ms/step >70, 409/693, d1=0.329, d2=0.415 g=2.723 2/2 [==============================] - 0s 12ms/step >70, 410/693, d1=0.427, d2=0.309 g=4.854 2/2 [==============================] - 0s 14ms/step >70, 411/693, d1=0.244, d2=0.287 g=4.050 2/2 [==============================] - 0s 12ms/step >70, 412/693, d1=0.389, d2=0.268 g=6.271 2/2 [==============================] - 0s 12ms/step >70, 413/693, d1=0.438, d2=0.263 g=3.884 2/2 [==============================] - 0s 12ms/step >70, 414/693, d1=0.317, d2=0.391 g=7.985 2/2 [==============================] - 0s 12ms/step >70, 415/693, d1=0.299, d2=0.343 g=3.711 2/2 [==============================] - 0s 12ms/step >70, 416/693, d1=0.387, d2=0.253 g=6.895 2/2 [==============================] - 0s 12ms/step >70, 417/693, d1=0.284, d2=0.292 g=5.816 2/2 [==============================] - 0s 15ms/step >70, 418/693, d1=0.387, d2=0.324 g=7.449 2/2 [==============================] - 0s 12ms/step >70, 419/693, d1=0.346, d2=0.285 g=6.598 2/2 [==============================] - 0s 13ms/step >70, 420/693, d1=0.551, d2=0.370 g=3.489 2/2 [==============================] - 0s 12ms/step >70, 421/693, d1=0.239, d2=0.486 g=4.693 2/2 [==============================] - 0s 13ms/step >70, 422/693, d1=0.442, d2=0.423 g=3.877 2/2 [==============================] - 0s 12ms/step >70, 423/693, d1=0.505, d2=0.264 g=3.039 2/2 [==============================] - 0s 12ms/step >70, 424/693, d1=0.371, d2=0.510 g=5.375 2/2 [==============================] - 0s 11ms/step >70, 425/693, d1=0.273, d2=0.391 g=4.443 2/2 [==============================] - 0s 13ms/step >70, 426/693, d1=0.528, d2=0.240 g=4.642 2/2 [==============================] - 0s 11ms/step >70, 427/693, d1=0.469, d2=0.280 g=3.025 2/2 [==============================] - 0s 12ms/step >70, 428/693, d1=0.459, d2=0.495 g=3.604 2/2 [==============================] - 0s 12ms/step >70, 429/693, d1=0.382, d2=0.304 g=4.322 2/2 [==============================] - 0s 12ms/step >70, 430/693, d1=0.540, d2=0.285 g=5.473 2/2 [==============================] - 0s 13ms/step >70, 431/693, d1=0.303, d2=0.412 g=5.710 2/2 [==============================] - 0s 12ms/step >70, 432/693, d1=0.360, d2=0.309 g=4.243 2/2 [==============================] - 0s 12ms/step >70, 433/693, d1=0.567, d2=0.330 g=5.022 2/2 [==============================] - 0s 12ms/step >70, 434/693, d1=0.340, d2=0.343 g=5.785 2/2 [==============================] - 0s 12ms/step >70, 435/693, d1=0.603, d2=0.264 g=4.348 2/2 [==============================] - 0s 12ms/step >70, 436/693, d1=0.369, d2=0.344 g=5.990 2/2 [==============================] - 0s 14ms/step >70, 437/693, d1=0.325, d2=0.368 g=3.441 2/2 [==============================] - 0s 12ms/step >70, 438/693, d1=0.520, d2=0.312 g=2.568 2/2 [==============================] - 0s 12ms/step >70, 439/693, d1=0.436, d2=0.588 g=4.736 2/2 [==============================] - 0s 13ms/step >70, 440/693, d1=0.488, d2=0.274 g=3.479 2/2 [==============================] - 0s 12ms/step >70, 441/693, d1=0.541, d2=0.238 g=4.119 2/2 [==============================] - 0s 14ms/step >70, 442/693, d1=0.280, d2=0.288 g=4.965 2/2 [==============================] - 0s 13ms/step >70, 443/693, d1=0.301, d2=0.460 g=4.203 2/2 [==============================] - 0s 13ms/step >70, 444/693, d1=0.302, d2=0.315 g=4.378 2/2 [==============================] - 0s 11ms/step >70, 445/693, d1=0.432, d2=0.273 g=5.958 2/2 [==============================] - 0s 12ms/step >70, 446/693, d1=0.388, d2=0.292 g=5.582 2/2 [==============================] - 0s 12ms/step >70, 447/693, d1=0.333, d2=0.316 g=7.095 2/2 [==============================] - 0s 11ms/step >70, 448/693, d1=0.426, d2=0.207 g=4.510 2/2 [==============================] - 0s 13ms/step >70, 449/693, d1=0.433, d2=0.326 g=5.984 2/2 [==============================] - 0s 12ms/step >70, 450/693, d1=0.533, d2=0.375 g=4.167 2/2 [==============================] - 0s 12ms/step >70, 451/693, d1=0.469, d2=0.303 g=3.310 2/2 [==============================] - 0s 11ms/step >70, 452/693, d1=0.294, d2=0.382 g=3.918 2/2 [==============================] - 0s 12ms/step >70, 453/693, d1=0.384, d2=0.295 g=3.563 2/2 [==============================] - 0s 11ms/step >70, 454/693, d1=0.376, d2=0.223 g=4.511 2/2 [==============================] - 0s 13ms/step >70, 455/693, d1=0.390, d2=0.374 g=5.411 2/2 [==============================] - 0s 13ms/step >70, 456/693, d1=0.428, d2=0.306 g=5.407 2/2 [==============================] - 0s 12ms/step >70, 457/693, d1=0.494, d2=0.277 g=5.396 2/2 [==============================] - 0s 11ms/step >70, 458/693, d1=0.372, d2=0.309 g=4.226 2/2 [==============================] - 0s 11ms/step >70, 459/693, d1=0.543, d2=0.361 g=7.933 2/2 [==============================] - 0s 13ms/step >70, 460/693, d1=0.290, d2=0.355 g=3.752 2/2 [==============================] - 0s 13ms/step >70, 461/693, d1=0.261, d2=0.325 g=4.566 2/2 [==============================] - 0s 12ms/step >70, 462/693, d1=0.396, d2=0.313 g=4.579 2/2 [==============================] - 0s 12ms/step >70, 463/693, d1=0.313, d2=0.211 g=6.604 2/2 [==============================] - 0s 12ms/step >70, 464/693, d1=0.376, d2=0.332 g=4.622 2/2 [==============================] - 0s 11ms/step >70, 465/693, d1=0.311, d2=0.327 g=2.554 2/2 [==============================] - 0s 12ms/step >70, 466/693, d1=0.451, d2=0.375 g=4.723 2/2 [==============================] - 0s 11ms/step >70, 467/693, d1=0.461, d2=0.292 g=3.673 2/2 [==============================] - 0s 12ms/step >70, 468/693, d1=0.390, d2=0.480 g=5.408 2/2 [==============================] - 0s 12ms/step >70, 469/693, d1=0.317, d2=0.337 g=4.910 2/2 [==============================] - 0s 12ms/step >70, 470/693, d1=0.599, d2=0.441 g=3.926 2/2 [==============================] - 0s 13ms/step >70, 471/693, d1=0.382, d2=0.280 g=2.898 2/2 [==============================] - 0s 12ms/step >70, 472/693, d1=0.274, d2=0.336 g=5.436 2/2 [==============================] - 0s 12ms/step >70, 473/693, d1=0.549, d2=0.260 g=5.773 2/2 [==============================] - 0s 12ms/step >70, 474/693, d1=0.343, d2=0.231 g=3.499 2/2 [==============================] - 0s 12ms/step >70, 475/693, d1=0.412, d2=0.446 g=3.562 2/2 [==============================] - 0s 13ms/step >70, 476/693, d1=0.323, d2=0.342 g=3.915 2/2 [==============================] - 0s 11ms/step >70, 477/693, d1=0.284, d2=0.366 g=5.587 2/2 [==============================] - 0s 11ms/step >70, 478/693, d1=0.579, d2=0.309 g=2.970 2/2 [==============================] - 0s 11ms/step >70, 479/693, d1=0.403, d2=0.340 g=5.476 2/2 [==============================] - 0s 13ms/step >70, 480/693, d1=0.484, d2=0.304 g=3.862 2/2 [==============================] - 0s 12ms/step >70, 481/693, d1=0.362, d2=0.554 g=5.342 2/2 [==============================] - 0s 12ms/step >70, 482/693, d1=0.485, d2=0.249 g=3.282 2/2 [==============================] - 0s 11ms/step >70, 483/693, d1=0.358, d2=0.296 g=6.106 2/2 [==============================] - 0s 14ms/step >70, 484/693, d1=0.483, d2=0.311 g=3.730 2/2 [==============================] - 0s 12ms/step >70, 485/693, d1=0.540, d2=0.345 g=2.571 2/2 [==============================] - 0s 13ms/step >70, 486/693, d1=0.425, d2=0.296 g=2.543 2/2 [==============================] - 0s 12ms/step >70, 487/693, d1=0.432, d2=0.369 g=3.920 2/2 [==============================] - 0s 13ms/step >70, 488/693, d1=0.374, d2=0.344 g=3.914 2/2 [==============================] - 0s 12ms/step >70, 489/693, d1=0.434, d2=0.299 g=2.599 2/2 [==============================] - 0s 12ms/step >70, 490/693, d1=0.371, d2=0.283 g=3.454 2/2 [==============================] - 0s 13ms/step >70, 491/693, d1=0.345, d2=0.268 g=4.681 2/2 [==============================] - 0s 13ms/step >70, 492/693, d1=0.345, d2=0.267 g=4.638 2/2 [==============================] - 0s 12ms/step >70, 493/693, d1=0.310, d2=0.275 g=4.167 2/2 [==============================] - 0s 13ms/step >70, 494/693, d1=0.306, d2=0.242 g=4.583 2/2 [==============================] - 0s 13ms/step >70, 495/693, d1=0.357, d2=0.361 g=7.070 2/2 [==============================] - 0s 12ms/step >70, 496/693, d1=0.396, d2=0.340 g=4.470 2/2 [==============================] - 0s 13ms/step >70, 497/693, d1=0.399, d2=0.291 g=4.022 2/2 [==============================] - 0s 11ms/step >70, 498/693, d1=0.282, d2=0.317 g=5.199 2/2 [==============================] - 0s 12ms/step >70, 499/693, d1=0.270, d2=0.383 g=6.925 2/2 [==============================] - 0s 12ms/step >70, 500/693, d1=0.496, d2=0.316 g=3.823 2/2 [==============================] - 0s 12ms/step >70, 501/693, d1=0.628, d2=0.329 g=4.509 2/2 [==============================] - 0s 12ms/step >70, 502/693, d1=0.453, d2=0.401 g=4.613 2/2 [==============================] - 0s 12ms/step >70, 503/693, d1=0.426, d2=0.299 g=3.286 2/2 [==============================] - 0s 12ms/step >70, 504/693, d1=0.387, d2=0.403 g=5.243 2/2 [==============================] - 0s 12ms/step >70, 505/693, d1=0.502, d2=0.318 g=4.360 2/2 [==============================] - 0s 13ms/step >70, 506/693, d1=0.309, d2=0.403 g=4.144 2/2 [==============================] - 0s 11ms/step >70, 507/693, d1=0.464, d2=0.357 g=2.544 2/2 [==============================] - 0s 12ms/step >70, 508/693, d1=0.535, d2=0.324 g=4.087 2/2 [==============================] - 0s 13ms/step >70, 509/693, d1=0.397, d2=0.350 g=4.758 2/2 [==============================] - 0s 12ms/step >70, 510/693, d1=0.525, d2=0.316 g=6.396 2/2 [==============================] - 0s 12ms/step >70, 511/693, d1=0.348, d2=0.326 g=2.562 2/2 [==============================] - 0s 12ms/step >70, 512/693, d1=0.301, d2=0.531 g=5.709 2/2 [==============================] - 0s 12ms/step >70, 513/693, d1=0.495, d2=0.243 g=3.877 2/2 [==============================] - 0s 12ms/step >70, 514/693, d1=0.289, d2=0.273 g=4.066 2/2 [==============================] - 0s 12ms/step >70, 515/693, d1=0.164, d2=0.320 g=3.649 2/2 [==============================] - 0s 12ms/step >70, 516/693, d1=0.336, d2=0.315 g=6.644 2/2 [==============================] - 0s 11ms/step >70, 517/693, d1=0.570, d2=0.302 g=4.232 2/2 [==============================] - 0s 12ms/step >70, 518/693, d1=0.363, d2=0.276 g=4.752 2/2 [==============================] - 0s 11ms/step >70, 519/693, d1=0.341, d2=0.332 g=4.014 2/2 [==============================] - 0s 11ms/step >70, 520/693, d1=0.302, d2=0.443 g=5.099 2/2 [==============================] - 0s 14ms/step >70, 521/693, d1=0.524, d2=0.379 g=4.228 2/2 [==============================] - 0s 12ms/step >70, 522/693, d1=0.463, d2=0.238 g=5.677 2/2 [==============================] - 0s 11ms/step >70, 523/693, d1=0.499, d2=0.355 g=4.975 2/2 [==============================] - 0s 11ms/step >70, 524/693, d1=0.432, d2=0.315 g=3.056 2/2 [==============================] - 0s 12ms/step >70, 525/693, d1=0.206, d2=0.395 g=3.316 2/2 [==============================] - 0s 12ms/step >70, 526/693, d1=0.341, d2=0.279 g=2.999 2/2 [==============================] - 0s 12ms/step >70, 527/693, d1=0.507, d2=0.316 g=3.571 2/2 [==============================] - 0s 12ms/step >70, 528/693, d1=0.395, d2=0.349 g=5.488 2/2 [==============================] - 0s 12ms/step >70, 529/693, d1=0.328, d2=0.364 g=5.658 2/2 [==============================] - 0s 11ms/step >70, 530/693, d1=0.410, d2=0.278 g=2.238 2/2 [==============================] - 0s 12ms/step >70, 531/693, d1=0.494, d2=0.253 g=4.806 2/2 [==============================] - 0s 12ms/step >70, 532/693, d1=0.429, d2=0.388 g=4.674 2/2 [==============================] - 0s 12ms/step >70, 533/693, d1=0.370, d2=0.310 g=3.488 2/2 [==============================] - 0s 13ms/step >70, 534/693, d1=0.409, d2=0.337 g=3.473 2/2 [==============================] - 0s 11ms/step >70, 535/693, d1=0.417, d2=0.316 g=3.450 2/2 [==============================] - 0s 13ms/step >70, 536/693, d1=0.477, d2=0.308 g=3.957 2/2 [==============================] - 0s 12ms/step >70, 537/693, d1=0.354, d2=0.321 g=3.582 2/2 [==============================] - 0s 12ms/step >70, 538/693, d1=0.408, d2=0.308 g=3.064 2/2 [==============================] - 0s 12ms/step >70, 539/693, d1=0.401, d2=0.325 g=4.844 2/2 [==============================] - 0s 12ms/step >70, 540/693, d1=0.393, d2=0.293 g=3.578 2/2 [==============================] - 0s 12ms/step >70, 541/693, d1=0.338, d2=0.377 g=3.420 2/2 [==============================] - 0s 12ms/step >70, 542/693, d1=0.401, d2=0.414 g=2.881 2/2 [==============================] - 0s 13ms/step >70, 543/693, d1=0.225, d2=0.270 g=4.206 2/2 [==============================] - 0s 11ms/step >70, 544/693, d1=0.501, d2=0.289 g=5.386 2/2 [==============================] - 0s 12ms/step >70, 545/693, d1=0.451, d2=0.360 g=3.632 2/2 [==============================] - 0s 12ms/step >70, 546/693, d1=0.379, d2=0.321 g=3.754 2/2 [==============================] - 0s 13ms/step >70, 547/693, d1=0.503, d2=0.242 g=4.821 2/2 [==============================] - 0s 11ms/step >70, 548/693, d1=0.341, d2=0.447 g=5.763 2/2 [==============================] - 0s 12ms/step >70, 549/693, d1=0.419, d2=0.313 g=3.866 2/2 [==============================] - 0s 11ms/step >70, 550/693, d1=0.405, d2=0.392 g=3.989 2/2 [==============================] - 0s 12ms/step >70, 551/693, d1=0.312, d2=0.334 g=4.480 2/2 [==============================] - 0s 11ms/step >70, 552/693, d1=0.449, d2=0.309 g=4.214 2/2 [==============================] - 0s 12ms/step >70, 553/693, d1=0.501, d2=0.340 g=7.411 2/2 [==============================] - 0s 12ms/step >70, 554/693, d1=0.352, d2=0.343 g=6.948 2/2 [==============================] - 0s 12ms/step >70, 555/693, d1=0.491, d2=0.270 g=6.270 2/2 [==============================] - 0s 12ms/step >70, 556/693, d1=0.464, d2=0.372 g=4.117 2/2 [==============================] - 0s 12ms/step >70, 557/693, d1=0.330, d2=0.307 g=2.959 2/2 [==============================] - 0s 12ms/step >70, 558/693, d1=0.313, d2=0.356 g=2.973 2/2 [==============================] - 0s 11ms/step >70, 559/693, d1=0.335, d2=0.340 g=3.711 2/2 [==============================] - 0s 11ms/step >70, 560/693, d1=0.468, d2=0.279 g=4.936 2/2 [==============================] - 0s 12ms/step >70, 561/693, d1=0.448, d2=0.294 g=4.284 2/2 [==============================] - 0s 12ms/step >70, 562/693, d1=0.297, d2=0.264 g=4.652 2/2 [==============================] - 0s 13ms/step >70, 563/693, d1=0.380, d2=0.291 g=4.157 2/2 [==============================] - 0s 11ms/step >70, 564/693, d1=0.511, d2=0.346 g=5.823 2/2 [==============================] - 0s 12ms/step >70, 565/693, d1=0.374, d2=0.383 g=4.074 2/2 [==============================] - 0s 12ms/step >70, 566/693, d1=0.312, d2=0.270 g=3.291 2/2 [==============================] - 0s 13ms/step >70, 567/693, d1=0.283, d2=0.338 g=4.584 2/2 [==============================] - 0s 12ms/step >70, 568/693, d1=0.398, d2=0.304 g=6.563 2/2 [==============================] - 0s 12ms/step >70, 569/693, d1=0.656, d2=0.280 g=5.848 2/2 [==============================] - 0s 12ms/step >70, 570/693, d1=0.438, d2=0.280 g=4.567 2/2 [==============================] - 0s 12ms/step >70, 571/693, d1=0.296, d2=0.391 g=6.230 2/2 [==============================] - 0s 13ms/step >70, 572/693, d1=0.466, d2=0.323 g=4.327 2/2 [==============================] - 0s 11ms/step >70, 573/693, d1=0.368, d2=0.383 g=6.310 2/2 [==============================] - 0s 12ms/step >70, 574/693, d1=0.516, d2=0.323 g=5.298 2/2 [==============================] - 0s 12ms/step >70, 575/693, d1=0.395, d2=0.329 g=3.338 2/2 [==============================] - 0s 11ms/step >70, 576/693, d1=0.423, d2=0.392 g=2.960 2/2 [==============================] - 0s 12ms/step >70, 577/693, d1=0.500, d2=0.388 g=5.134 2/2 [==============================] - 0s 11ms/step >70, 578/693, d1=0.291, d2=0.210 g=5.531 2/2 [==============================] - 0s 12ms/step >70, 579/693, d1=0.433, d2=0.340 g=3.247 2/2 [==============================] - 0s 12ms/step >70, 580/693, d1=0.260, d2=0.362 g=6.477 2/2 [==============================] - 0s 13ms/step >70, 581/693, d1=0.318, d2=0.255 g=4.169 2/2 [==============================] - 0s 11ms/step >70, 582/693, d1=0.407, d2=0.248 g=3.241 2/2 [==============================] - 0s 12ms/step >70, 583/693, d1=0.307, d2=0.322 g=5.398 2/2 [==============================] - 0s 11ms/step >70, 584/693, d1=0.354, d2=0.304 g=3.459 2/2 [==============================] - 0s 12ms/step >70, 585/693, d1=0.371, d2=0.370 g=6.091 2/2 [==============================] - 0s 12ms/step >70, 586/693, d1=0.372, d2=0.219 g=2.860 2/2 [==============================] - 0s 12ms/step >70, 587/693, d1=0.388, d2=0.236 g=5.264 2/2 [==============================] - 0s 10ms/step >70, 588/693, d1=0.488, d2=0.417 g=5.151 2/2 [==============================] - 0s 11ms/step >70, 589/693, d1=0.484, d2=0.236 g=2.678 2/2 [==============================] - 0s 11ms/step >70, 590/693, d1=0.352, d2=0.402 g=5.206 2/2 [==============================] - 0s 12ms/step >70, 591/693, d1=0.557, d2=0.403 g=4.316 2/2 [==============================] - 0s 13ms/step >70, 592/693, d1=0.313, d2=0.336 g=4.123 2/2 [==============================] - 0s 12ms/step >70, 593/693, d1=0.270, d2=0.302 g=3.177 2/2 [==============================] - 0s 11ms/step >70, 594/693, d1=0.334, d2=0.313 g=7.093 2/2 [==============================] - 0s 12ms/step >70, 595/693, d1=0.297, d2=0.272 g=4.416 2/2 [==============================] - 0s 11ms/step >70, 596/693, d1=0.416, d2=0.311 g=4.724 2/2 [==============================] - 0s 12ms/step >70, 597/693, d1=0.529, d2=0.242 g=5.822 2/2 [==============================] - 0s 15ms/step >70, 598/693, d1=0.372, d2=0.319 g=4.283 2/2 [==============================] - 0s 12ms/step >70, 599/693, d1=0.281, d2=0.294 g=3.659 2/2 [==============================] - 0s 12ms/step >70, 600/693, d1=0.319, d2=0.271 g=5.273 2/2 [==============================] - 0s 13ms/step >70, 601/693, d1=0.392, d2=0.343 g=3.910 2/2 [==============================] - 0s 11ms/step >70, 602/693, d1=0.501, d2=0.269 g=2.414 2/2 [==============================] - 0s 12ms/step >70, 603/693, d1=0.317, d2=0.307 g=4.029 2/2 [==============================] - 0s 13ms/step >70, 604/693, d1=0.368, d2=0.325 g=2.839 2/2 [==============================] - 0s 12ms/step >70, 605/693, d1=0.554, d2=0.293 g=3.770 2/2 [==============================] - 0s 11ms/step >70, 606/693, d1=0.333, d2=0.342 g=6.001 2/2 [==============================] - 0s 13ms/step >70, 607/693, d1=0.343, d2=0.256 g=3.719 2/2 [==============================] - 0s 12ms/step >70, 608/693, d1=0.379, d2=0.310 g=4.918 2/2 [==============================] - 0s 12ms/step >70, 609/693, d1=0.351, d2=0.329 g=4.683 2/2 [==============================] - 0s 12ms/step >70, 610/693, d1=0.509, d2=0.285 g=6.120 2/2 [==============================] - 0s 11ms/step >70, 611/693, d1=0.470, d2=0.394 g=4.991 2/2 [==============================] - 0s 11ms/step >70, 612/693, d1=0.356, d2=0.584 g=2.381 2/2 [==============================] - 0s 12ms/step >70, 613/693, d1=0.361, d2=0.226 g=3.644 2/2 [==============================] - 0s 12ms/step >70, 614/693, d1=0.413, d2=0.321 g=5.008 2/2 [==============================] - 0s 13ms/step >70, 615/693, d1=0.439, d2=0.369 g=5.027 2/2 [==============================] - 0s 11ms/step >70, 616/693, d1=0.493, d2=0.369 g=4.024 2/2 [==============================] - 0s 11ms/step >70, 617/693, d1=0.428, d2=0.297 g=2.498 2/2 [==============================] - 0s 13ms/step >70, 618/693, d1=0.431, d2=0.512 g=4.519 2/2 [==============================] - 0s 12ms/step >70, 619/693, d1=0.453, d2=0.347 g=5.929 2/2 [==============================] - 0s 11ms/step >70, 620/693, d1=0.399, d2=0.367 g=3.255 2/2 [==============================] - 0s 11ms/step >70, 621/693, d1=0.382, d2=0.424 g=4.120 2/2 [==============================] - 0s 11ms/step >70, 622/693, d1=0.430, d2=0.259 g=4.849 2/2 [==============================] - 0s 13ms/step >70, 623/693, d1=0.587, d2=0.457 g=3.896 2/2 [==============================] - 0s 13ms/step >70, 624/693, d1=0.435, d2=0.397 g=4.572 2/2 [==============================] - 0s 11ms/step >70, 625/693, d1=0.525, d2=0.328 g=3.003 2/2 [==============================] - 0s 12ms/step >70, 626/693, d1=0.240, d2=0.246 g=2.202 2/2 [==============================] - 0s 12ms/step >70, 627/693, d1=0.399, d2=0.485 g=4.363 2/2 [==============================] - 0s 13ms/step >70, 628/693, d1=0.433, d2=0.253 g=6.386 2/2 [==============================] - 0s 11ms/step >70, 629/693, d1=0.466, d2=0.344 g=3.927 2/2 [==============================] - 0s 12ms/step >70, 630/693, d1=0.504, d2=0.278 g=3.384 2/2 [==============================] - 0s 12ms/step >70, 631/693, d1=0.478, d2=0.392 g=3.269 2/2 [==============================] - 0s 13ms/step >70, 632/693, d1=0.287, d2=0.271 g=2.744 2/2 [==============================] - 0s 11ms/step >70, 633/693, d1=0.514, d2=0.460 g=7.025 2/2 [==============================] - 0s 11ms/step >70, 634/693, d1=0.414, d2=0.391 g=6.243 2/2 [==============================] - 0s 12ms/step >70, 635/693, d1=0.397, d2=0.342 g=5.014 2/2 [==============================] - 0s 12ms/step >70, 636/693, d1=0.379, d2=0.420 g=4.673 2/2 [==============================] - 0s 12ms/step >70, 637/693, d1=0.369, d2=0.302 g=3.439 2/2 [==============================] - 0s 11ms/step >70, 638/693, d1=0.412, d2=0.403 g=3.532 2/2 [==============================] - 0s 11ms/step >70, 639/693, d1=0.407, d2=0.374 g=6.623 2/2 [==============================] - 0s 13ms/step >70, 640/693, d1=0.464, d2=0.325 g=5.700 2/2 [==============================] - 0s 12ms/step >70, 641/693, d1=0.383, d2=0.268 g=5.717 2/2 [==============================] - 0s 11ms/step >70, 642/693, d1=0.380, d2=0.417 g=4.163 2/2 [==============================] - 0s 12ms/step >70, 643/693, d1=0.376, d2=0.366 g=2.722 2/2 [==============================] - 0s 12ms/step >70, 644/693, d1=0.390, d2=0.275 g=3.476 2/2 [==============================] - 0s 11ms/step >70, 645/693, d1=0.307, d2=0.290 g=4.272 2/2 [==============================] - 0s 12ms/step >70, 646/693, d1=0.464, d2=0.285 g=3.690 2/2 [==============================] - 0s 11ms/step >70, 647/693, d1=0.459, d2=0.369 g=4.320 2/2 [==============================] - 0s 12ms/step >70, 648/693, d1=0.362, d2=0.408 g=5.771 2/2 [==============================] - 0s 12ms/step >70, 649/693, d1=0.306, d2=0.290 g=3.532 2/2 [==============================] - 0s 12ms/step >70, 650/693, d1=0.388, d2=0.325 g=3.475 2/2 [==============================] - 0s 12ms/step >70, 651/693, d1=0.252, d2=0.333 g=3.870 2/2 [==============================] - 0s 12ms/step >70, 652/693, d1=0.361, d2=0.321 g=5.000 2/2 [==============================] - 0s 12ms/step >70, 653/693, d1=0.522, d2=0.261 g=5.941 2/2 [==============================] - 0s 12ms/step >70, 654/693, d1=0.481, d2=0.327 g=4.198 2/2 [==============================] - 0s 12ms/step >70, 655/693, d1=0.334, d2=0.336 g=5.726 2/2 [==============================] - 0s 12ms/step >70, 656/693, d1=0.409, d2=0.388 g=5.991 2/2 [==============================] - 0s 12ms/step >70, 657/693, d1=0.604, d2=0.348 g=2.838 2/2 [==============================] - 0s 12ms/step >70, 658/693, d1=0.272, d2=0.314 g=3.920 2/2 [==============================] - 0s 12ms/step >70, 659/693, d1=0.443, d2=0.381 g=4.458 2/2 [==============================] - 0s 11ms/step >70, 660/693, d1=0.400, d2=0.393 g=7.109 2/2 [==============================] - 0s 12ms/step >70, 661/693, d1=0.606, d2=0.296 g=5.518 2/2 [==============================] - 0s 12ms/step >70, 662/693, d1=0.440, d2=0.233 g=2.430 2/2 [==============================] - 0s 11ms/step >70, 663/693, d1=0.379, d2=0.387 g=3.137 2/2 [==============================] - 0s 12ms/step >70, 664/693, d1=0.374, d2=0.435 g=3.326 2/2 [==============================] - 0s 12ms/step >70, 665/693, d1=0.529, d2=0.291 g=4.577 2/2 [==============================] - 0s 11ms/step >70, 666/693, d1=0.348, d2=0.333 g=5.433 2/2 [==============================] - 0s 12ms/step >70, 667/693, d1=0.369, d2=0.317 g=3.912 2/2 [==============================] - 0s 14ms/step >70, 668/693, d1=0.310, d2=0.346 g=5.167 2/2 [==============================] - 0s 11ms/step >70, 669/693, d1=0.347, d2=0.409 g=4.492 2/2 [==============================] - 0s 12ms/step >70, 670/693, d1=0.290, d2=0.319 g=2.496 2/2 [==============================] - 0s 12ms/step >70, 671/693, d1=0.460, d2=0.304 g=5.119 2/2 [==============================] - 0s 11ms/step >70, 672/693, d1=0.461, d2=0.358 g=3.050 2/2 [==============================] - 0s 13ms/step >70, 673/693, d1=0.458, d2=0.333 g=3.032 2/2 [==============================] - 0s 12ms/step >70, 674/693, d1=0.586, d2=0.317 g=4.733 2/2 [==============================] - 0s 11ms/step >70, 675/693, d1=0.365, d2=0.356 g=3.949 2/2 [==============================] - 0s 12ms/step >70, 676/693, d1=0.254, d2=0.281 g=4.320 2/2 [==============================] - 0s 13ms/step >70, 677/693, d1=0.550, d2=0.366 g=4.405 2/2 [==============================] - 0s 13ms/step >70, 678/693, d1=0.246, d2=0.305 g=3.118 2/2 [==============================] - 0s 12ms/step >70, 679/693, d1=0.451, d2=0.325 g=5.506 2/2 [==============================] - 0s 13ms/step >70, 680/693, d1=0.524, d2=0.400 g=4.179 2/2 [==============================] - 0s 12ms/step >70, 681/693, d1=0.385, d2=0.375 g=6.111 2/2 [==============================] - 0s 11ms/step >70, 682/693, d1=0.290, d2=0.299 g=2.815 2/2 [==============================] - 0s 13ms/step >70, 683/693, d1=0.556, d2=0.217 g=5.103 2/2 [==============================] - 0s 12ms/step >70, 684/693, d1=0.360, d2=0.312 g=4.901 2/2 [==============================] - 0s 11ms/step >70, 685/693, d1=0.313, d2=0.294 g=3.578 2/2 [==============================] - 0s 12ms/step >70, 686/693, d1=0.588, d2=0.379 g=6.080 2/2 [==============================] - 0s 12ms/step >70, 687/693, d1=0.421, d2=0.402 g=3.660 2/2 [==============================] - 0s 11ms/step >70, 688/693, d1=0.379, d2=0.267 g=4.582 2/2 [==============================] - 0s 12ms/step >70, 689/693, d1=0.441, d2=0.408 g=4.304 2/2 [==============================] - 0s 12ms/step >70, 690/693, d1=0.454, d2=0.308 g=4.707 2/2 [==============================] - 0s 12ms/step >70, 691/693, d1=0.320, d2=0.456 g=2.150 2/2 [==============================] - 0s 12ms/step >70, 692/693, d1=0.349, d2=0.274 g=2.681 2/2 [==============================] - 0s 12ms/step >70, 693/693, d1=0.793, d2=0.277 g=2.858 5/5 [==============================] - 0s 12ms/step >Accuracy real: 87%, fake: 94% WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model. 2/2 [==============================] - 0s 36ms/step >71, 1/693, d1=0.342, d2=0.379 g=4.686 2/2 [==============================] - 0s 14ms/step >71, 2/693, d1=0.278, d2=0.328 g=5.897 2/2 [==============================] - 0s 12ms/step >71, 3/693, d1=0.414, d2=0.384 g=3.885 2/2 [==============================] - 0s 12ms/step >71, 4/693, d1=0.454, d2=0.248 g=3.887 2/2 [==============================] - 0s 12ms/step >71, 5/693, d1=0.397, d2=0.314 g=3.232 2/2 [==============================] - 0s 12ms/step >71, 6/693, d1=0.432, d2=0.329 g=4.343 2/2 [==============================] - 0s 12ms/step >71, 7/693, d1=0.312, d2=0.414 g=4.970 2/2 [==============================] - 0s 12ms/step >71, 8/693, d1=0.297, d2=0.258 g=3.475 2/2 [==============================] - 0s 11ms/step >71, 9/693, d1=0.395, d2=0.354 g=3.078 2/2 [==============================] - 0s 13ms/step >71, 10/693, d1=0.387, d2=0.347 g=2.777 2/2 [==============================] - 0s 11ms/step >71, 11/693, d1=0.444, d2=0.354 g=4.073 2/2 [==============================] - 0s 12ms/step >71, 12/693, d1=0.448, d2=0.290 g=3.516 2/2 [==============================] - 0s 12ms/step >71, 13/693, d1=0.322, d2=0.254 g=5.613 2/2 [==============================] - 0s 11ms/step >71, 14/693, d1=0.471, d2=0.351 g=5.847 2/2 [==============================] - 0s 12ms/step >71, 15/693, d1=0.291, d2=0.430 g=2.999 2/2 [==============================] - 0s 11ms/step >71, 16/693, d1=0.447, d2=0.323 g=3.841 2/2 [==============================] - 0s 11ms/step >71, 17/693, d1=0.338, d2=0.394 g=4.638 2/2 [==============================] - 0s 12ms/step >71, 18/693, d1=0.420, d2=0.206 g=6.769 2/2 [==============================] - 0s 11ms/step >71, 19/693, d1=0.515, d2=0.282 g=4.941 2/2 [==============================] - 0s 15ms/step >71, 20/693, d1=0.430, d2=0.354 g=4.924 2/2 [==============================] - 0s 12ms/step >71, 21/693, d1=0.232, d2=0.339 g=6.177 2/2 [==============================] - 0s 12ms/step >71, 22/693, d1=0.440, d2=0.239 g=4.331 2/2 [==============================] - 0s 12ms/step >71, 23/693, d1=0.327, d2=0.374 g=5.209 2/2 [==============================] - 0s 12ms/step >71, 24/693, d1=0.392, d2=0.333 g=4.253 2/2 [==============================] - 0s 12ms/step >71, 25/693, d1=0.401, d2=0.417 g=3.861 2/2 [==============================] - 0s 11ms/step >71, 26/693, d1=0.517, d2=0.302 g=3.090 2/2 [==============================] - 0s 12ms/step >71, 27/693, d1=0.333, d2=0.257 g=3.636 2/2 [==============================] - 0s 13ms/step >71, 28/693, d1=0.424, d2=0.389 g=2.956 2/2 [==============================] - 0s 11ms/step >71, 29/693, d1=0.475, d2=0.452 g=5.602 2/2 [==============================] - 0s 12ms/step >71, 30/693, d1=0.441, d2=0.323 g=4.349 2/2 [==============================] - 0s 12ms/step >71, 31/693, d1=0.358, d2=0.318 g=3.113 2/2 [==============================] - 0s 12ms/step >71, 32/693, d1=0.409, d2=0.280 g=5.705 2/2 [==============================] - 0s 13ms/step >71, 33/693, d1=0.496, d2=0.268 g=4.821 2/2 [==============================] - 0s 12ms/step >71, 34/693, d1=0.354, d2=0.278 g=5.247 2/2 [==============================] - 0s 12ms/step >71, 35/693, d1=0.318, d2=0.368 g=3.901 2/2 [==============================] - 0s 11ms/step >71, 36/693, d1=0.322, d2=0.342 g=3.343 2/2 [==============================] - 0s 12ms/step >71, 37/693, d1=0.458, d2=0.399 g=5.697 2/2 [==============================] - 0s 12ms/step >71, 38/693, d1=0.412, d2=0.345 g=4.774 2/2 [==============================] - 0s 12ms/step >71, 39/693, d1=0.403, d2=0.297 g=2.958 2/2 [==============================] - 0s 12ms/step >71, 40/693, d1=0.261, d2=0.265 g=3.964 2/2 [==============================] - 0s 12ms/step >71, 41/693, d1=0.399, d2=0.225 g=3.834 2/2 [==============================] - 0s 11ms/step >71, 42/693, d1=0.535, d2=0.332 g=4.087 2/2 [==============================] - 0s 12ms/step >71, 43/693, d1=0.483, d2=0.399 g=5.899 2/2 [==============================] - 0s 14ms/step >71, 44/693, d1=0.461, d2=0.249 g=5.298 2/2 [==============================] - 0s 12ms/step >71, 45/693, d1=0.322, d2=0.349 g=4.144 2/2 [==============================] - 0s 12ms/step >71, 46/693, d1=0.419, d2=0.334 g=5.229 2/2 [==============================] - 0s 12ms/step >71, 47/693, d1=0.335, d2=0.313 g=4.339 2/2 [==============================] - 0s 11ms/step >71, 48/693, d1=0.420, d2=0.357 g=5.463 2/2 [==============================] - 0s 11ms/step >71, 49/693, d1=0.405, d2=0.329 g=5.311 2/2 [==============================] - 0s 12ms/step >71, 50/693, d1=0.465, d2=0.344 g=3.389 2/2 [==============================] - 0s 13ms/step >71, 51/693, d1=0.439, d2=0.408 g=4.469 2/2 [==============================] - 0s 11ms/step >71, 52/693, d1=0.315, d2=0.361 g=2.494 2/2 [==============================] - 0s 11ms/step >71, 53/693, d1=0.451, d2=0.308 g=4.462 2/2 [==============================] - 0s 11ms/step >71, 54/693, d1=0.378, d2=0.305 g=4.619 2/2 [==============================] - 0s 13ms/step >71, 55/693, d1=0.254, d2=0.397 g=6.506 2/2 [==============================] - 0s 11ms/step >71, 56/693, d1=0.431, d2=0.310 g=4.341 2/2 [==============================] - 0s 12ms/step >71, 57/693, d1=0.336, d2=0.191 g=3.078 2/2 [==============================] - 0s 12ms/step >71, 58/693, d1=0.487, d2=0.440 g=4.841 2/2 [==============================] - 0s 12ms/step >71, 59/693, d1=0.427, d2=0.272 g=5.929 2/2 [==============================] - 0s 11ms/step >71, 60/693, d1=0.539, d2=0.367 g=4.214 2/2 [==============================] - 0s 12ms/step >71, 61/693, d1=0.431, d2=0.364 g=3.616 2/2 [==============================] - 0s 12ms/step >71, 62/693, d1=0.436, d2=0.281 g=5.140 2/2 [==============================] - 0s 11ms/step >71, 63/693, d1=0.308, d2=0.220 g=3.708 2/2 [==============================] - 0s 12ms/step >71, 64/693, d1=0.386, d2=0.335 g=3.840 2/2 [==============================] - 0s 12ms/step >71, 65/693, d1=0.471, d2=0.351 g=2.750 2/2 [==============================] - 0s 12ms/step >71, 66/693, d1=0.296, d2=0.378 g=2.726 2/2 [==============================] - 0s 12ms/step >71, 67/693, d1=0.356, d2=0.238 g=4.758 2/2 [==============================] - 0s 13ms/step >71, 68/693, d1=0.370, d2=0.328 g=4.955 2/2 [==============================] - 0s 11ms/step >71, 69/693, d1=0.327, d2=0.385 g=2.287 2/2 [==============================] - 0s 13ms/step >71, 70/693, d1=0.435, d2=0.368 g=7.088 2/2 [==============================] - 0s 11ms/step >71, 71/693, d1=0.296, d2=0.253 g=3.433 2/2 [==============================] - 0s 11ms/step >71, 72/693, d1=0.422, d2=0.257 g=4.336 2/2 [==============================] - 0s 12ms/step >71, 73/693, d1=0.472, d2=0.297 g=4.973 2/2 [==============================] - 0s 11ms/step >71, 74/693, d1=0.436, d2=0.358 g=5.375 2/2 [==============================] - 0s 12ms/step >71, 75/693, d1=0.335, d2=0.387 g=2.866 2/2 [==============================] - 0s 12ms/step >71, 76/693, d1=0.246, d2=0.442 g=6.300 2/2 [==============================] - 0s 11ms/step >71, 77/693, d1=0.506, d2=0.337 g=6.353 2/2 [==============================] - 0s 12ms/step >71, 78/693, d1=0.472, d2=0.339 g=4.350 2/2 [==============================] - 0s 11ms/step >71, 79/693, d1=0.411, d2=0.314 g=5.000 2/2 [==============================] - 0s 12ms/step >71, 80/693, d1=0.356, d2=0.278 g=6.274 2/2 [==============================] - 0s 11ms/step >71, 81/693, d1=0.318, d2=0.317 g=3.811 2/2 [==============================] - 0s 11ms/step >71, 82/693, d1=0.438, d2=0.267 g=4.322 2/2 [==============================] - 0s 13ms/step >71, 83/693, d1=0.411, d2=0.310 g=5.372 2/2 [==============================] - 0s 12ms/step >71, 84/693, d1=0.477, d2=0.316 g=5.020 2/2 [==============================] - 0s 11ms/step >71, 85/693, d1=0.345, d2=0.286 g=5.378 2/2 [==============================] - 0s 12ms/step >71, 86/693, d1=0.451, d2=0.309 g=4.439 2/2 [==============================] - 0s 12ms/step >71, 87/693, d1=0.295, d2=0.408 g=4.363 2/2 [==============================] - 0s 12ms/step >71, 88/693, d1=0.333, d2=0.313 g=4.501 2/2 [==============================] - 0s 11ms/step >71, 89/693, d1=0.406, d2=0.253 g=2.948 2/2 [==============================] - 0s 12ms/step >71, 90/693, d1=0.421, d2=0.291 g=4.692 2/2 [==============================] - 0s 11ms/step >71, 91/693, d1=0.415, d2=0.326 g=4.706 2/2 [==============================] - 0s 12ms/step >71, 92/693, d1=0.368, d2=0.247 g=4.711 2/2 [==============================] - 0s 12ms/step >71, 93/693, d1=0.257, d2=0.391 g=4.396 2/2 [==============================] - 0s 12ms/step >71, 94/693, d1=0.459, d2=0.304 g=4.465 2/2 [==============================] - 0s 12ms/step >71, 95/693, d1=0.399, d2=0.413 g=4.430 2/2 [==============================] - 0s 11ms/step >71, 96/693, d1=0.334, d2=0.248 g=5.025 2/2 [==============================] - 0s 11ms/step >71, 97/693, d1=0.271, d2=0.363 g=5.025 2/2 [==============================] - 0s 12ms/step >71, 98/693, d1=0.537, d2=0.322 g=4.410 2/2 [==============================] - 0s 11ms/step >71, 99/693, d1=0.415, d2=0.245 g=2.852 2/2 [==============================] - 0s 12ms/step >71, 100/693, d1=0.473, d2=0.401 g=3.618 2/2 [==============================] - 0s 11ms/step >71, 101/693, d1=0.261, d2=0.345 g=3.537 2/2 [==============================] - 0s 12ms/step >71, 102/693, d1=0.237, d2=0.356 g=3.883 2/2 [==============================] - 0s 11ms/step >71, 103/693, d1=0.551, d2=0.333 g=3.559 2/2 [==============================] - 0s 12ms/step >71, 104/693, d1=0.378, d2=0.350 g=3.189 2/2 [==============================] - 0s 12ms/step >71, 105/693, d1=0.393, d2=0.337 g=3.877 2/2 [==============================] - 0s 12ms/step >71, 106/693, d1=0.615, d2=0.319 g=3.857 2/2 [==============================] - 0s 12ms/step >71, 107/693, d1=0.413, d2=0.290 g=2.353 2/2 [==============================] - 0s 12ms/step >71, 108/693, d1=0.323, d2=0.360 g=3.224 2/2 [==============================] - 0s 12ms/step >71, 109/693, d1=0.367, d2=0.271 g=6.104 2/2 [==============================] - 0s 13ms/step >71, 110/693, d1=0.354, d2=0.234 g=4.981 2/2 [==============================] - 0s 12ms/step >71, 111/693, d1=0.402, d2=0.252 g=3.934 2/2 [==============================] - 0s 12ms/step >71, 112/693, d1=0.359, d2=0.277 g=5.063 2/2 [==============================] - 0s 12ms/step >71, 113/693, d1=0.465, d2=0.410 g=5.014 2/2 [==============================] - 0s 13ms/step >71, 114/693, d1=0.308, d2=0.326 g=5.562 2/2 [==============================] - 0s 11ms/step >71, 115/693, d1=0.322, d2=0.316 g=4.762 2/2 [==============================] - 0s 11ms/step >71, 116/693, d1=0.331, d2=0.460 g=4.400 2/2 [==============================] - 0s 12ms/step >71, 117/693, d1=0.599, d2=0.223 g=2.744 2/2 [==============================] - 0s 11ms/step >71, 118/693, d1=0.459, d2=0.402 g=3.081 2/2 [==============================] - 0s 12ms/step >71, 119/693, d1=0.296, d2=0.265 g=3.612 2/2 [==============================] - 0s 13ms/step >71, 120/693, d1=0.385, d2=0.404 g=2.938 2/2 [==============================] - 0s 11ms/step >71, 121/693, d1=0.454, d2=0.399 g=3.800 2/2 [==============================] - 0s 12ms/step >71, 122/693, d1=0.234, d2=0.253 g=4.451 2/2 [==============================] - 0s 12ms/step >71, 123/693, d1=0.523, d2=0.369 g=3.569 2/2 [==============================] - 0s 12ms/step >71, 124/693, d1=0.353, d2=0.360 g=5.086 2/2 [==============================] - 0s 12ms/step >71, 125/693, d1=0.431, d2=0.348 g=4.737 2/2 [==============================] - 0s 12ms/step >71, 126/693, d1=0.399, d2=0.278 g=3.695 2/2 [==============================] - 0s 12ms/step >71, 127/693, d1=0.447, d2=0.319 g=4.943 2/2 [==============================] - 0s 12ms/step >71, 128/693, d1=0.388, d2=0.374 g=2.872 2/2 [==============================] - 0s 12ms/step >71, 129/693, d1=0.448, d2=0.357 g=5.414 2/2 [==============================] - 0s 12ms/step >71, 130/693, d1=0.334, d2=0.257 g=5.531 2/2 [==============================] - 0s 11ms/step >71, 131/693, d1=0.284, d2=0.424 g=2.285 2/2 [==============================] - 0s 12ms/step >71, 132/693, d1=0.477, d2=0.362 g=6.896 2/2 [==============================] - 0s 12ms/step >71, 133/693, d1=0.387, d2=0.288 g=2.578 2/2 [==============================] - 0s 12ms/step >71, 134/693, d1=0.546, d2=0.341 g=5.442 2/2 [==============================] - 0s 12ms/step >71, 135/693, d1=0.411, d2=0.299 g=7.240 2/2 [==============================] - 0s 13ms/step >71, 136/693, d1=0.333, d2=0.371 g=4.527 2/2 [==============================] - 0s 12ms/step >71, 137/693, d1=0.594, d2=0.212 g=3.499 2/2 [==============================] - 0s 12ms/step >71, 138/693, d1=0.260, d2=0.337 g=5.951 2/2 [==============================] - 0s 12ms/step >71, 139/693, d1=0.494, d2=0.307 g=3.841 2/2 [==============================] - 0s 11ms/step >71, 140/693, d1=0.326, d2=0.259 g=4.989 2/2 [==============================] - 0s 12ms/step >71, 141/693, d1=0.469, d2=0.394 g=3.579 2/2 [==============================] - 0s 13ms/step >71, 142/693, d1=0.331, d2=0.464 g=3.425 2/2 [==============================] - 0s 12ms/step >71, 143/693, d1=0.496, d2=0.294 g=2.988 2/2 [==============================] - 0s 12ms/step >71, 144/693, d1=0.349, d2=0.272 g=3.068 2/2 [==============================] - 0s 12ms/step >71, 145/693, d1=0.402, d2=0.356 g=2.849 2/2 [==============================] - 0s 12ms/step >71, 146/693, d1=0.442, d2=0.450 g=3.650 2/2 [==============================] - 0s 12ms/step >71, 147/693, d1=0.463, d2=0.282 g=3.640 2/2 [==============================] - 0s 11ms/step >71, 148/693, d1=0.350, d2=0.225 g=5.465 2/2 [==============================] - 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0s 13ms/step >72, 17/693, d1=0.394, d2=0.374 g=3.368 2/2 [==============================] - 0s 12ms/step >72, 18/693, d1=0.468, d2=0.315 g=3.942 2/2 [==============================] - 0s 13ms/step >72, 19/693, d1=0.408, d2=0.329 g=3.868 2/2 [==============================] - 0s 12ms/step >72, 20/693, d1=0.247, d2=0.354 g=3.588 2/2 [==============================] - 0s 12ms/step >72, 21/693, d1=0.301, d2=0.421 g=2.484 2/2 [==============================] - 0s 12ms/step >72, 22/693, d1=0.351, d2=0.277 g=3.521 2/2 [==============================] - 0s 11ms/step >72, 23/693, d1=0.484, d2=0.349 g=3.002 2/2 [==============================] - 0s 12ms/step >72, 24/693, d1=0.397, d2=0.344 g=2.522 2/2 [==============================] - 0s 12ms/step >72, 25/693, d1=0.537, d2=0.453 g=4.042 2/2 [==============================] - 0s 12ms/step >72, 26/693, d1=0.538, d2=0.333 g=3.459 2/2 [==============================] - 0s 11ms/step >72, 27/693, d1=0.350, d2=0.297 g=4.047 2/2 [==============================] - 0s 11ms/step >72, 28/693, d1=0.394, d2=0.373 g=2.424 2/2 [==============================] - 0s 14ms/step >72, 29/693, d1=0.316, d2=0.288 g=4.293 2/2 [==============================] - 0s 12ms/step >72, 30/693, d1=0.497, d2=0.316 g=4.308 2/2 [==============================] - 0s 12ms/step >72, 31/693, d1=0.372, d2=0.386 g=4.179 2/2 [==============================] - 0s 13ms/step >72, 32/693, d1=0.390, d2=0.258 g=2.807 2/2 [==============================] - 0s 13ms/step >72, 33/693, d1=0.475, d2=0.343 g=2.269 2/2 [==============================] - 0s 13ms/step >72, 34/693, d1=0.279, d2=0.293 g=2.526 2/2 [==============================] - 0s 12ms/step >72, 35/693, d1=0.571, d2=0.267 g=3.759 2/2 [==============================] - 0s 13ms/step >72, 36/693, d1=0.424, d2=0.318 g=4.597 2/2 [==============================] - 0s 14ms/step >72, 37/693, d1=0.402, d2=0.339 g=3.708 2/2 [==============================] - 0s 11ms/step >72, 38/693, d1=0.401, d2=0.304 g=3.819 2/2 [==============================] - 0s 13ms/step >72, 39/693, d1=0.368, d2=0.354 g=2.536 2/2 [==============================] - 0s 11ms/step >72, 40/693, d1=0.267, d2=0.263 g=2.551 2/2 [==============================] - 0s 12ms/step >72, 41/693, d1=0.405, d2=0.417 g=2.978 2/2 [==============================] - 0s 12ms/step >72, 42/693, d1=0.595, d2=0.286 g=4.082 2/2 [==============================] - 0s 13ms/step >72, 43/693, d1=0.295, d2=0.402 g=3.871 2/2 [==============================] - 0s 12ms/step >72, 44/693, d1=0.481, d2=0.260 g=4.990 2/2 [==============================] - 0s 14ms/step >72, 45/693, d1=0.315, d2=0.322 g=3.449 2/2 [==============================] - 0s 13ms/step >72, 46/693, d1=0.226, d2=0.343 g=4.111 2/2 [==============================] - 0s 12ms/step >72, 47/693, d1=0.333, d2=0.298 g=4.001 2/2 [==============================] - 0s 13ms/step >72, 48/693, d1=0.433, d2=0.305 g=3.504 2/2 [==============================] - 0s 12ms/step >72, 49/693, d1=0.309, d2=0.330 g=5.963 2/2 [==============================] - 0s 12ms/step >72, 50/693, d1=0.508, d2=0.344 g=2.475 2/2 [==============================] - 0s 12ms/step >72, 51/693, d1=0.392, d2=0.258 g=4.050 2/2 [==============================] - 0s 12ms/step >72, 52/693, d1=0.556, d2=0.384 g=6.202 2/2 [==============================] - 0s 12ms/step >72, 53/693, d1=0.478, d2=0.321 g=5.605 2/2 [==============================] - 0s 12ms/step >72, 54/693, d1=0.416, d2=0.366 g=3.593 2/2 [==============================] - 0s 11ms/step >72, 55/693, d1=0.358, d2=0.300 g=4.394 2/2 [==============================] - 0s 12ms/step >72, 56/693, d1=0.352, d2=0.424 g=3.181 2/2 [==============================] - 0s 13ms/step >72, 57/693, d1=0.359, d2=0.275 g=4.585 2/2 [==============================] - 0s 13ms/step >72, 58/693, d1=0.466, d2=0.321 g=4.153 2/2 [==============================] - 0s 13ms/step >72, 59/693, d1=0.385, d2=0.373 g=4.664 2/2 [==============================] - 0s 12ms/step >72, 60/693, d1=0.328, d2=0.315 g=2.851 2/2 [==============================] - 0s 12ms/step >72, 61/693, d1=0.497, d2=0.378 g=3.194 2/2 [==============================] - 0s 12ms/step >72, 62/693, d1=0.423, d2=0.404 g=3.455 2/2 [==============================] - 0s 11ms/step >72, 63/693, d1=0.289, d2=0.269 g=4.133 2/2 [==============================] - 0s 12ms/step >72, 64/693, d1=0.493, d2=0.332 g=2.438 2/2 [==============================] - 0s 12ms/step >72, 65/693, d1=0.524, d2=0.319 g=2.165 2/2 [==============================] - 0s 12ms/step >72, 66/693, d1=0.480, d2=0.504 g=5.851 2/2 [==============================] - 0s 13ms/step >72, 67/693, d1=0.493, d2=0.298 g=3.359 2/2 [==============================] - 0s 12ms/step >72, 68/693, d1=0.315, d2=0.319 g=3.775 2/2 [==============================] - 0s 14ms/step >72, 69/693, d1=0.401, d2=0.362 g=3.571 2/2 [==============================] - 0s 13ms/step >72, 70/693, d1=0.460, d2=0.318 g=5.078 2/2 [==============================] - 0s 13ms/step >72, 71/693, d1=0.349, d2=0.259 g=5.398 2/2 [==============================] - 0s 11ms/step >72, 72/693, d1=0.364, d2=0.291 g=4.370 2/2 [==============================] - 0s 13ms/step >72, 73/693, d1=0.313, d2=0.337 g=1.896 2/2 [==============================] - 0s 12ms/step >72, 74/693, d1=0.379, d2=0.246 g=2.546 2/2 [==============================] - 0s 12ms/step >72, 75/693, d1=0.377, d2=0.322 g=4.264 2/2 [==============================] - 0s 14ms/step >72, 76/693, d1=0.400, d2=0.342 g=3.013 2/2 [==============================] - 0s 14ms/step >72, 77/693, d1=0.528, d2=0.302 g=4.241 2/2 [==============================] - 0s 12ms/step >72, 78/693, d1=0.508, d2=0.409 g=3.654 2/2 [==============================] - 0s 12ms/step >72, 79/693, d1=0.249, d2=0.342 g=5.148 2/2 [==============================] - 0s 12ms/step >72, 80/693, d1=0.319, d2=0.310 g=3.144 2/2 [==============================] - 0s 11ms/step >72, 81/693, d1=0.401, d2=0.347 g=4.628 2/2 [==============================] - 0s 12ms/step >72, 82/693, d1=0.383, d2=0.260 g=3.363 2/2 [==============================] - 0s 13ms/step >72, 83/693, d1=0.417, d2=0.285 g=3.175 2/2 [==============================] - 0s 13ms/step >72, 84/693, d1=0.490, d2=0.360 g=3.636 2/2 [==============================] - 0s 12ms/step >72, 85/693, d1=0.299, d2=0.342 g=4.454 2/2 [==============================] - 0s 13ms/step >72, 86/693, d1=0.388, d2=0.308 g=4.083 2/2 [==============================] - 0s 12ms/step >72, 87/693, d1=0.392, d2=0.363 g=3.247 2/2 [==============================] - 0s 11ms/step >72, 88/693, d1=0.301, d2=0.306 g=3.801 2/2 [==============================] - 0s 13ms/step >72, 89/693, d1=0.412, d2=0.328 g=3.078 2/2 [==============================] - 0s 11ms/step >72, 90/693, d1=0.271, d2=0.392 g=4.125 2/2 [==============================] - 0s 11ms/step >72, 91/693, d1=0.427, d2=0.308 g=3.581 2/2 [==============================] - 0s 11ms/step >72, 92/693, d1=0.586, d2=0.254 g=2.703 2/2 [==============================] - 0s 11ms/step >72, 93/693, d1=0.349, d2=0.336 g=2.519 2/2 [==============================] - 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0s 11ms/step >72, 160/693, d1=0.348, d2=0.340 g=3.200 2/2 [==============================] - 0s 12ms/step >72, 161/693, d1=0.549, d2=0.364 g=3.182 2/2 [==============================] - 0s 12ms/step >72, 162/693, d1=0.373, d2=0.408 g=3.049 2/2 [==============================] - 0s 13ms/step >72, 163/693, d1=0.422, d2=0.319 g=3.144 2/2 [==============================] - 0s 13ms/step >72, 164/693, d1=0.438, d2=0.316 g=3.301 2/2 [==============================] - 0s 13ms/step >72, 165/693, d1=0.221, d2=0.371 g=3.892 2/2 [==============================] - 0s 12ms/step >72, 166/693, d1=0.288, d2=0.314 g=4.846 2/2 [==============================] - 0s 13ms/step >72, 167/693, d1=0.449, d2=0.256 g=3.098 2/2 [==============================] - 0s 12ms/step >72, 168/693, d1=0.466, d2=0.374 g=2.534 2/2 [==============================] - 0s 12ms/step >72, 169/693, d1=0.463, d2=0.349 g=3.082 2/2 [==============================] - 0s 12ms/step >72, 170/693, d1=0.470, d2=0.530 g=3.884 2/2 [==============================] - 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0s 12ms/step >72, 182/693, d1=0.552, d2=0.315 g=4.300 2/2 [==============================] - 0s 12ms/step >72, 183/693, d1=0.544, d2=0.431 g=4.866 2/2 [==============================] - 0s 12ms/step >72, 184/693, d1=0.450, d2=0.325 g=3.573 2/2 [==============================] - 0s 13ms/step >72, 185/693, d1=0.335, d2=0.508 g=4.304 2/2 [==============================] - 0s 13ms/step >72, 186/693, d1=0.400, d2=0.295 g=3.873 2/2 [==============================] - 0s 12ms/step >72, 187/693, d1=0.433, d2=0.331 g=3.972 2/2 [==============================] - 0s 12ms/step >72, 188/693, d1=0.324, d2=0.299 g=4.119 2/2 [==============================] - 0s 12ms/step >72, 189/693, d1=0.431, d2=0.408 g=3.398 2/2 [==============================] - 0s 11ms/step >72, 190/693, d1=0.408, d2=0.388 g=2.566 2/2 [==============================] - 0s 13ms/step >72, 191/693, d1=0.312, d2=0.211 g=4.657 2/2 [==============================] - 0s 12ms/step >72, 192/693, d1=0.312, d2=0.330 g=3.846 2/2 [==============================] - 0s 10ms/step >72, 193/693, d1=0.362, d2=0.303 g=6.408 2/2 [==============================] - 0s 14ms/step >72, 194/693, d1=0.358, d2=0.271 g=3.298 2/2 [==============================] - 0s 12ms/step >72, 195/693, d1=0.468, d2=0.423 g=5.201 2/2 [==============================] - 0s 12ms/step >72, 196/693, d1=0.490, d2=0.272 g=3.099 2/2 [==============================] - 0s 13ms/step >72, 197/693, d1=0.441, d2=0.255 g=4.080 2/2 [==============================] - 0s 11ms/step >72, 198/693, d1=0.408, d2=0.359 g=2.887 2/2 [==============================] - 0s 12ms/step >72, 199/693, d1=0.265, d2=0.358 g=3.160 2/2 [==============================] - 0s 12ms/step >72, 200/693, d1=0.398, d2=0.417 g=4.962 2/2 [==============================] - 0s 12ms/step >72, 201/693, d1=0.529, d2=0.237 g=4.745 2/2 [==============================] - 0s 12ms/step >72, 202/693, d1=0.313, d2=0.331 g=4.520 2/2 [==============================] - 0s 12ms/step >72, 203/693, d1=0.503, d2=0.300 g=3.685 2/2 [==============================] - 0s 11ms/step >72, 204/693, d1=0.368, d2=0.345 g=2.208 2/2 [==============================] - 0s 13ms/step >72, 205/693, d1=0.300, d2=0.478 g=2.301 2/2 [==============================] - 0s 12ms/step >72, 206/693, d1=0.316, d2=0.228 g=4.587 2/2 [==============================] - 0s 12ms/step >72, 207/693, d1=0.420, d2=0.271 g=2.467 2/2 [==============================] - 0s 12ms/step >72, 208/693, d1=0.407, d2=0.284 g=2.884 2/2 [==============================] - 0s 12ms/step >72, 209/693, d1=0.332, d2=0.324 g=3.580 2/2 [==============================] - 0s 12ms/step >72, 210/693, d1=0.284, d2=0.290 g=2.479 2/2 [==============================] - 0s 11ms/step >72, 211/693, d1=0.504, d2=0.347 g=3.589 2/2 [==============================] - 0s 11ms/step >72, 212/693, d1=0.369, d2=0.265 g=4.254 2/2 [==============================] - 0s 13ms/step >72, 213/693, d1=0.610, d2=0.354 g=2.344 2/2 [==============================] - 0s 12ms/step >72, 214/693, d1=0.293, d2=0.489 g=3.484 2/2 [==============================] - 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0s 12ms/step >72, 226/693, d1=0.465, d2=0.322 g=3.552 2/2 [==============================] - 0s 14ms/step >72, 227/693, d1=0.395, d2=0.340 g=4.069 2/2 [==============================] - 0s 13ms/step >72, 228/693, d1=0.375, d2=0.274 g=3.359 2/2 [==============================] - 0s 12ms/step >72, 229/693, d1=0.422, d2=0.353 g=3.633 2/2 [==============================] - 0s 13ms/step >72, 230/693, d1=0.495, d2=0.438 g=2.687 2/2 [==============================] - 0s 12ms/step >72, 231/693, d1=0.316, d2=0.307 g=3.549 2/2 [==============================] - 0s 12ms/step >72, 232/693, d1=0.364, d2=0.301 g=4.139 2/2 [==============================] - 0s 12ms/step >72, 233/693, d1=0.268, d2=0.258 g=4.491 2/2 [==============================] - 0s 12ms/step >72, 234/693, d1=0.342, d2=0.330 g=2.963 2/2 [==============================] - 0s 12ms/step >72, 235/693, d1=0.338, d2=0.405 g=5.053 2/2 [==============================] - 0s 11ms/step >72, 236/693, d1=0.440, d2=0.272 g=3.495 2/2 [==============================] - 0s 12ms/step >72, 237/693, d1=0.372, d2=0.204 g=2.868 2/2 [==============================] - 0s 11ms/step >72, 238/693, d1=0.443, d2=0.371 g=3.487 2/2 [==============================] - 0s 14ms/step >72, 239/693, d1=0.489, d2=0.305 g=3.611 2/2 [==============================] - 0s 12ms/step >72, 240/693, d1=0.472, d2=0.302 g=2.576 2/2 [==============================] - 0s 11ms/step >72, 241/693, d1=0.276, d2=0.357 g=4.467 2/2 [==============================] - 0s 12ms/step >72, 242/693, d1=0.371, d2=0.263 g=2.663 2/2 [==============================] - 0s 12ms/step >72, 243/693, d1=0.380, d2=0.287 g=4.678 2/2 [==============================] - 0s 12ms/step >72, 244/693, d1=0.319, d2=0.402 g=2.574 2/2 [==============================] - 0s 12ms/step >72, 245/693, d1=0.481, d2=0.305 g=4.347 2/2 [==============================] - 0s 12ms/step >72, 246/693, d1=0.445, d2=0.337 g=3.575 2/2 [==============================] - 0s 12ms/step >72, 247/693, d1=0.307, d2=0.282 g=4.519 2/2 [==============================] - 0s 13ms/step >72, 248/693, d1=0.452, d2=0.437 g=2.818 2/2 [==============================] - 0s 11ms/step >72, 249/693, d1=0.271, d2=0.236 g=2.832 2/2 [==============================] - 0s 12ms/step >72, 250/693, d1=0.431, d2=0.360 g=6.332 2/2 [==============================] - 0s 12ms/step >72, 251/693, d1=0.348, d2=0.335 g=4.712 2/2 [==============================] - 0s 12ms/step >72, 252/693, d1=0.367, d2=0.232 g=4.492 2/2 [==============================] - 0s 11ms/step >72, 253/693, d1=0.396, d2=0.299 g=3.235 2/2 [==============================] - 0s 12ms/step >72, 254/693, d1=0.327, d2=0.246 g=3.240 2/2 [==============================] - 0s 11ms/step >72, 255/693, d1=0.323, d2=0.293 g=3.755 2/2 [==============================] - 0s 11ms/step >72, 256/693, d1=0.519, d2=0.378 g=3.990 2/2 [==============================] - 0s 12ms/step >72, 257/693, d1=0.401, d2=0.421 g=2.946 2/2 [==============================] - 0s 11ms/step >72, 258/693, d1=0.391, d2=0.394 g=2.702 2/2 [==============================] - 0s 12ms/step >72, 259/693, d1=0.563, d2=0.348 g=3.059 2/2 [==============================] - 0s 11ms/step >72, 260/693, d1=0.421, d2=0.420 g=5.032 2/2 [==============================] - 0s 11ms/step >72, 261/693, d1=0.336, d2=0.434 g=2.540 2/2 [==============================] - 0s 11ms/step >72, 262/693, d1=0.469, d2=0.233 g=3.539 2/2 [==============================] - 0s 11ms/step >72, 263/693, d1=0.551, d2=0.276 g=2.741 2/2 [==============================] - 0s 11ms/step >72, 264/693, d1=0.389, d2=0.518 g=3.358 2/2 [==============================] - 0s 11ms/step >72, 265/693, d1=0.388, d2=0.584 g=3.548 2/2 [==============================] - 0s 12ms/step >72, 266/693, d1=0.516, d2=0.313 g=3.865 2/2 [==============================] - 0s 12ms/step >72, 267/693, d1=0.296, d2=0.226 g=3.012 2/2 [==============================] - 0s 12ms/step >72, 268/693, d1=0.420, d2=0.299 g=2.750 2/2 [==============================] - 0s 12ms/step >72, 269/693, d1=0.566, d2=0.435 g=3.032 2/2 [==============================] - 0s 12ms/step >72, 270/693, d1=0.371, d2=0.339 g=3.764 2/2 [==============================] - 0s 12ms/step >72, 271/693, d1=0.350, d2=0.360 g=4.411 2/2 [==============================] - 0s 12ms/step >72, 272/693, d1=0.403, d2=0.360 g=5.431 2/2 [==============================] - 0s 11ms/step >72, 273/693, d1=0.390, d2=0.270 g=3.754 2/2 [==============================] - 0s 12ms/step >72, 274/693, d1=0.393, d2=0.239 g=3.725 2/2 [==============================] - 0s 11ms/step >72, 275/693, d1=0.504, d2=0.381 g=4.015 2/2 [==============================] - 0s 12ms/step >72, 276/693, d1=0.497, d2=0.343 g=3.930 2/2 [==============================] - 0s 11ms/step >72, 277/693, d1=0.442, d2=0.289 g=4.095 2/2 [==============================] - 0s 12ms/step >72, 278/693, d1=0.466, d2=0.287 g=3.397 2/2 [==============================] - 0s 12ms/step >72, 279/693, d1=0.377, d2=0.341 g=1.803 2/2 [==============================] - 0s 12ms/step >72, 280/693, d1=0.375, d2=0.268 g=3.861 2/2 [==============================] - 0s 11ms/step >72, 281/693, d1=0.298, d2=0.274 g=2.977 2/2 [==============================] - 0s 12ms/step >72, 282/693, d1=0.348, d2=0.320 g=3.721 2/2 [==============================] - 0s 11ms/step >72, 283/693, d1=0.479, d2=0.330 g=2.907 2/2 [==============================] - 0s 13ms/step >72, 284/693, d1=0.332, d2=0.288 g=4.514 2/2 [==============================] - 0s 12ms/step >72, 285/693, d1=0.408, d2=0.276 g=3.218 2/2 [==============================] - 0s 12ms/step >72, 286/693, d1=0.461, d2=0.352 g=4.295 2/2 [==============================] - 0s 13ms/step >72, 287/693, d1=0.442, d2=0.355 g=4.734 2/2 [==============================] - 0s 12ms/step >72, 288/693, d1=0.275, d2=0.360 g=4.154 2/2 [==============================] - 0s 11ms/step >72, 289/693, d1=0.407, d2=0.233 g=1.852 2/2 [==============================] - 0s 13ms/step >72, 290/693, d1=0.437, d2=0.356 g=3.487 2/2 [==============================] - 0s 11ms/step >72, 291/693, d1=0.332, d2=0.337 g=4.201 2/2 [==============================] - 0s 11ms/step >72, 292/693, d1=0.350, d2=0.282 g=4.797 2/2 [==============================] - 0s 12ms/step >72, 293/693, d1=0.341, d2=0.362 g=3.300 2/2 [==============================] - 0s 12ms/step >72, 294/693, d1=0.423, d2=0.286 g=3.494 2/2 [==============================] - 0s 11ms/step >72, 295/693, d1=0.576, d2=0.459 g=4.422 2/2 [==============================] - 0s 14ms/step >72, 296/693, d1=0.372, d2=0.354 g=3.241 2/2 [==============================] - 0s 12ms/step >72, 297/693, d1=0.291, d2=0.384 g=3.610 2/2 [==============================] - 0s 13ms/step >72, 298/693, d1=0.515, d2=0.239 g=4.724 2/2 [==============================] - 0s 12ms/step >72, 299/693, d1=0.401, d2=0.418 g=4.267 2/2 [==============================] - 0s 13ms/step >72, 300/693, d1=0.404, d2=0.321 g=4.036 2/2 [==============================] - 0s 13ms/step >72, 301/693, d1=0.433, d2=0.337 g=3.086 2/2 [==============================] - 0s 12ms/step >72, 302/693, d1=0.461, d2=0.279 g=3.958 2/2 [==============================] - 0s 14ms/step >72, 303/693, d1=0.463, d2=0.327 g=3.391 2/2 [==============================] - 0s 12ms/step >72, 304/693, d1=0.435, d2=0.366 g=2.129 2/2 [==============================] - 0s 12ms/step >72, 305/693, d1=0.355, d2=0.408 g=3.533 2/2 [==============================] - 0s 12ms/step >72, 306/693, d1=0.483, d2=0.293 g=3.391 2/2 [==============================] - 0s 12ms/step >72, 307/693, d1=0.399, d2=0.309 g=2.595 2/2 [==============================] - 0s 14ms/step >72, 308/693, d1=0.349, d2=0.325 g=2.845 2/2 [==============================] - 0s 12ms/step >72, 309/693, d1=0.326, d2=0.318 g=4.664 2/2 [==============================] - 0s 12ms/step >72, 310/693, d1=0.451, d2=0.333 g=4.012 2/2 [==============================] - 0s 12ms/step >72, 311/693, d1=0.394, d2=0.289 g=3.707 2/2 [==============================] - 0s 13ms/step >72, 312/693, d1=0.222, d2=0.325 g=2.737 2/2 [==============================] - 0s 13ms/step >72, 313/693, d1=0.428, d2=0.392 g=3.921 2/2 [==============================] - 0s 13ms/step >72, 314/693, d1=0.451, d2=0.324 g=3.476 2/2 [==============================] - 0s 12ms/step >72, 315/693, d1=0.389, d2=0.395 g=3.604 2/2 [==============================] - 0s 13ms/step >72, 316/693, d1=0.600, d2=0.380 g=3.671 2/2 [==============================] - 0s 12ms/step >72, 317/693, d1=0.395, d2=0.310 g=3.876 2/2 [==============================] - 0s 12ms/step >72, 318/693, d1=0.349, d2=0.384 g=4.107 2/2 [==============================] - 0s 12ms/step >72, 319/693, d1=0.444, d2=0.285 g=3.265 2/2 [==============================] - 0s 12ms/step >72, 320/693, d1=0.345, d2=0.268 g=3.375 2/2 [==============================] - 0s 13ms/step >72, 321/693, d1=0.527, d2=0.285 g=2.983 2/2 [==============================] - 0s 12ms/step >72, 322/693, d1=0.275, d2=0.470 g=3.537 2/2 [==============================] - 0s 13ms/step >72, 323/693, d1=0.369, d2=0.378 g=2.916 2/2 [==============================] - 0s 12ms/step >72, 324/693, d1=0.313, d2=0.332 g=3.885 2/2 [==============================] - 0s 12ms/step >72, 325/693, d1=0.318, d2=0.295 g=3.856 2/2 [==============================] - 0s 13ms/step >72, 326/693, d1=0.441, d2=0.300 g=4.257 2/2 [==============================] - 0s 13ms/step >72, 327/693, d1=0.460, d2=0.339 g=3.582 2/2 [==============================] - 0s 12ms/step >72, 328/693, d1=0.379, d2=0.320 g=5.233 2/2 [==============================] - 0s 11ms/step >72, 329/693, d1=0.450, d2=0.220 g=4.096 2/2 [==============================] - 0s 11ms/step >72, 330/693, d1=0.423, d2=0.391 g=2.384 2/2 [==============================] - 0s 13ms/step >72, 331/693, d1=0.364, d2=0.304 g=2.206 2/2 [==============================] - 0s 13ms/step >72, 332/693, d1=0.295, d2=0.281 g=3.078 2/2 [==============================] - 0s 12ms/step >72, 333/693, d1=0.353, d2=0.314 g=3.936 2/2 [==============================] - 0s 12ms/step >72, 334/693, d1=0.434, d2=0.238 g=3.230 2/2 [==============================] - 0s 12ms/step >72, 335/693, d1=0.358, d2=0.358 g=3.122 2/2 [==============================] - 0s 12ms/step >72, 336/693, d1=0.444, d2=0.355 g=3.326 2/2 [==============================] - 0s 11ms/step >72, 337/693, d1=0.356, d2=0.408 g=2.886 2/2 [==============================] - 0s 12ms/step >72, 338/693, d1=0.369, d2=0.270 g=4.023 2/2 [==============================] - 0s 11ms/step >72, 339/693, d1=0.490, d2=0.315 g=3.069 2/2 [==============================] - 0s 12ms/step >72, 340/693, d1=0.309, d2=0.445 g=3.951 2/2 [==============================] - 0s 12ms/step >72, 341/693, d1=0.469, d2=0.365 g=3.003 2/2 [==============================] - 0s 13ms/step >72, 342/693, d1=0.502, d2=0.379 g=3.965 2/2 [==============================] - 0s 12ms/step >72, 343/693, d1=0.455, d2=0.386 g=3.496 2/2 [==============================] - 0s 12ms/step >72, 344/693, d1=0.597, d2=0.534 g=2.474 2/2 [==============================] - 0s 12ms/step >72, 345/693, d1=0.321, d2=0.350 g=2.298 2/2 [==============================] - 0s 13ms/step >72, 346/693, d1=0.529, d2=0.294 g=3.255 2/2 [==============================] - 0s 13ms/step >72, 347/693, d1=0.387, d2=0.285 g=3.723 2/2 [==============================] - 0s 13ms/step >72, 348/693, d1=0.272, d2=0.399 g=4.269 2/2 [==============================] - 0s 12ms/step >72, 349/693, d1=0.447, d2=0.310 g=3.928 2/2 [==============================] - 0s 11ms/step >72, 350/693, d1=0.354, d2=0.295 g=3.722 2/2 [==============================] - 0s 13ms/step >72, 351/693, d1=0.323, d2=0.358 g=2.941 2/2 [==============================] - 0s 12ms/step >72, 352/693, d1=0.475, d2=0.328 g=5.312 2/2 [==============================] - 0s 11ms/step >72, 353/693, d1=0.364, d2=0.348 g=4.831 2/2 [==============================] - 0s 14ms/step >72, 354/693, d1=0.447, d2=0.238 g=2.373 2/2 [==============================] - 0s 11ms/step >72, 355/693, d1=0.451, d2=0.377 g=4.188 2/2 [==============================] - 0s 12ms/step >72, 356/693, d1=0.303, d2=0.419 g=2.875 2/2 [==============================] - 0s 14ms/step >72, 357/693, d1=0.254, d2=0.297 g=3.059 2/2 [==============================] - 0s 13ms/step >72, 358/693, d1=0.500, d2=0.317 g=3.668 2/2 [==============================] - 0s 11ms/step >72, 359/693, d1=0.428, d2=0.259 g=4.025 2/2 [==============================] - 0s 12ms/step >72, 360/693, d1=0.362, d2=0.372 g=3.927 2/2 [==============================] - 0s 11ms/step >72, 361/693, d1=0.373, d2=0.418 g=3.614 2/2 [==============================] - 0s 12ms/step >72, 362/693, d1=0.550, d2=0.305 g=5.860 2/2 [==============================] - 0s 11ms/step >72, 363/693, d1=0.424, d2=0.317 g=2.584 2/2 [==============================] - 0s 11ms/step >72, 364/693, d1=0.412, d2=0.305 g=2.365 2/2 [==============================] - 0s 12ms/step >72, 365/693, d1=0.225, d2=0.457 g=2.806 2/2 [==============================] - 0s 13ms/step >72, 366/693, d1=0.424, d2=0.308 g=2.574 2/2 [==============================] - 0s 13ms/step >72, 367/693, d1=0.370, d2=0.341 g=2.957 2/2 [==============================] - 0s 13ms/step >72, 368/693, d1=0.414, d2=0.345 g=3.524 2/2 [==============================] - 0s 13ms/step >72, 369/693, d1=0.289, d2=0.403 g=3.845 2/2 [==============================] - 0s 13ms/step >72, 370/693, d1=0.510, d2=0.233 g=3.494 2/2 [==============================] - 0s 12ms/step >72, 371/693, d1=0.413, d2=0.269 g=3.051 2/2 [==============================] - 0s 13ms/step >72, 372/693, d1=0.494, d2=0.306 g=3.448 2/2 [==============================] - 0s 13ms/step >72, 373/693, d1=0.389, d2=0.408 g=4.638 2/2 [==============================] - 0s 13ms/step >72, 374/693, d1=0.401, d2=0.312 g=3.433 2/2 [==============================] - 0s 12ms/step >72, 375/693, d1=0.345, d2=0.382 g=3.952 2/2 [==============================] - 0s 12ms/step >72, 376/693, d1=0.490, d2=0.218 g=5.142 2/2 [==============================] - 0s 12ms/step >72, 377/693, d1=0.451, d2=0.437 g=3.610 2/2 [==============================] - 0s 12ms/step >72, 378/693, d1=0.351, d2=0.331 g=3.289 2/2 [==============================] - 0s 12ms/step >72, 379/693, d1=0.453, d2=0.266 g=2.639 2/2 [==============================] - 0s 12ms/step >72, 380/693, d1=0.275, d2=0.328 g=3.461 2/2 [==============================] - 0s 13ms/step >72, 381/693, d1=0.383, d2=0.423 g=4.995 2/2 [==============================] - 0s 11ms/step >72, 382/693, d1=0.364, d2=0.274 g=4.467 2/2 [==============================] - 0s 12ms/step >72, 383/693, d1=0.449, d2=0.329 g=2.657 2/2 [==============================] - 0s 12ms/step >72, 384/693, d1=0.359, d2=0.429 g=3.533 2/2 [==============================] - 0s 12ms/step >72, 385/693, d1=0.479, d2=0.319 g=3.160 2/2 [==============================] - 0s 13ms/step >72, 386/693, d1=0.353, d2=0.277 g=3.834 2/2 [==============================] - 0s 13ms/step >72, 387/693, d1=0.473, d2=0.413 g=3.012 2/2 [==============================] - 0s 11ms/step >72, 388/693, d1=0.305, d2=0.307 g=3.240 2/2 [==============================] - 0s 12ms/step >72, 389/693, d1=0.430, d2=0.256 g=4.477 2/2 [==============================] - 0s 10ms/step >72, 390/693, d1=0.356, d2=0.334 g=3.764 2/2 [==============================] - 0s 12ms/step >72, 391/693, d1=0.468, d2=0.305 g=3.259 2/2 [==============================] - 0s 11ms/step >72, 392/693, d1=0.330, d2=0.340 g=3.289 2/2 [==============================] - 0s 12ms/step >72, 393/693, d1=0.470, d2=0.445 g=2.955 2/2 [==============================] - 0s 12ms/step >72, 394/693, d1=0.499, d2=0.256 g=4.815 2/2 [==============================] - 0s 12ms/step >72, 395/693, d1=0.393, d2=0.267 g=4.255 2/2 [==============================] - 0s 14ms/step >72, 396/693, d1=0.298, d2=0.375 g=4.562 2/2 [==============================] - 0s 12ms/step >72, 397/693, d1=0.467, d2=0.313 g=4.507 2/2 [==============================] - 0s 11ms/step >72, 398/693, d1=0.539, d2=0.363 g=2.778 2/2 [==============================] - 0s 12ms/step >72, 399/693, d1=0.457, d2=0.327 g=3.113 2/2 [==============================] - 0s 11ms/step >72, 400/693, d1=0.394, d2=0.289 g=4.570 2/2 [==============================] - 0s 12ms/step >72, 401/693, d1=0.404, d2=0.432 g=4.266 2/2 [==============================] - 0s 12ms/step >72, 402/693, d1=0.466, d2=0.435 g=3.234 2/2 [==============================] - 0s 12ms/step >72, 403/693, d1=0.299, d2=0.345 g=3.399 2/2 [==============================] - 0s 12ms/step >72, 404/693, d1=0.406, d2=0.320 g=4.791 2/2 [==============================] - 0s 12ms/step >72, 405/693, d1=0.428, d2=0.234 g=4.214 2/2 [==============================] - 0s 12ms/step >72, 406/693, d1=0.308, d2=0.287 g=3.397 2/2 [==============================] - 0s 12ms/step >72, 407/693, d1=0.420, d2=0.398 g=4.981 2/2 [==============================] - 0s 11ms/step >72, 408/693, d1=0.161, d2=0.286 g=4.369 2/2 [==============================] - 0s 11ms/step >72, 409/693, d1=0.486, d2=0.316 g=3.301 2/2 [==============================] - 0s 12ms/step >72, 410/693, d1=0.598, d2=0.268 g=2.938 2/2 [==============================] - 0s 12ms/step >72, 411/693, d1=0.369, d2=0.347 g=2.452 2/2 [==============================] - 0s 12ms/step >72, 412/693, d1=0.322, d2=0.362 g=2.443 2/2 [==============================] - 0s 12ms/step >72, 413/693, d1=0.614, d2=0.332 g=6.015 2/2 [==============================] - 0s 13ms/step >72, 414/693, d1=0.409, d2=0.354 g=2.740 2/2 [==============================] - 0s 12ms/step >72, 415/693, d1=0.253, d2=0.352 g=2.815 2/2 [==============================] - 0s 13ms/step >72, 416/693, d1=0.344, d2=0.336 g=2.796 2/2 [==============================] - 0s 13ms/step >72, 417/693, d1=0.437, d2=0.343 g=3.927 2/2 [==============================] - 0s 12ms/step >72, 418/693, d1=0.427, d2=0.288 g=2.833 2/2 [==============================] - 0s 11ms/step >72, 419/693, d1=0.361, d2=0.361 g=3.088 2/2 [==============================] - 0s 11ms/step >72, 420/693, d1=0.366, d2=0.349 g=3.004 2/2 [==============================] - 0s 12ms/step >72, 421/693, d1=0.424, d2=0.303 g=2.606 2/2 [==============================] - 0s 12ms/step >72, 422/693, d1=0.457, d2=0.238 g=3.144 2/2 [==============================] - 0s 11ms/step >72, 423/693, d1=0.457, d2=0.505 g=2.601 2/2 [==============================] - 0s 11ms/step >72, 424/693, d1=0.418, d2=0.369 g=3.083 2/2 [==============================] - 0s 13ms/step >72, 425/693, d1=0.433, d2=0.245 g=3.172 2/2 [==============================] - 0s 11ms/step >72, 426/693, d1=0.413, d2=0.349 g=2.978 2/2 [==============================] - 0s 12ms/step >72, 427/693, d1=0.349, d2=0.348 g=4.779 2/2 [==============================] - 0s 15ms/step >72, 428/693, d1=0.461, d2=0.382 g=2.948 2/2 [==============================] - 0s 13ms/step >72, 429/693, d1=0.442, d2=0.304 g=2.944 2/2 [==============================] - 0s 12ms/step >72, 430/693, d1=0.497, d2=0.278 g=4.500 2/2 [==============================] - 0s 12ms/step >72, 431/693, d1=0.515, d2=0.439 g=3.542 2/2 [==============================] - 0s 13ms/step >72, 432/693, d1=0.314, d2=0.350 g=4.163 2/2 [==============================] - 0s 11ms/step >72, 433/693, d1=0.392, d2=0.381 g=2.496 2/2 [==============================] - 0s 12ms/step >72, 434/693, d1=0.565, d2=0.320 g=3.519 2/2 [==============================] - 0s 13ms/step >72, 435/693, d1=0.290, d2=0.364 g=3.646 2/2 [==============================] - 0s 12ms/step >72, 436/693, d1=0.355, d2=0.315 g=2.690 2/2 [==============================] - 0s 12ms/step >72, 437/693, d1=0.384, d2=0.315 g=3.416 2/2 [==============================] - 0s 12ms/step >72, 438/693, d1=0.475, d2=0.315 g=2.746 2/2 [==============================] - 0s 11ms/step >72, 439/693, d1=0.383, d2=0.334 g=2.428 2/2 [==============================] - 0s 13ms/step >72, 440/693, d1=0.363, d2=0.307 g=4.439 2/2 [==============================] - 0s 12ms/step >72, 441/693, d1=0.333, d2=0.352 g=4.175 2/2 [==============================] - 0s 12ms/step >72, 442/693, d1=0.546, d2=0.357 g=4.641 2/2 [==============================] - 0s 12ms/step >72, 443/693, d1=0.229, d2=0.334 g=2.874 2/2 [==============================] - 0s 11ms/step >72, 444/693, d1=0.368, d2=0.234 g=2.708 2/2 [==============================] - 0s 11ms/step >72, 445/693, d1=0.473, d2=0.286 g=4.198 2/2 [==============================] - 0s 11ms/step >72, 446/693, d1=0.313, d2=0.325 g=3.848 2/2 [==============================] - 0s 12ms/step >72, 447/693, d1=0.350, d2=0.346 g=3.599 2/2 [==============================] - 0s 11ms/step >72, 448/693, d1=0.343, d2=0.319 g=4.786 2/2 [==============================] - 0s 11ms/step >72, 449/693, d1=0.425, d2=0.250 g=2.684 2/2 [==============================] - 0s 13ms/step >72, 450/693, d1=0.535, d2=0.288 g=2.919 2/2 [==============================] - 0s 12ms/step >72, 451/693, d1=0.495, d2=0.256 g=2.804 2/2 [==============================] - 0s 12ms/step >72, 452/693, d1=0.276, d2=0.315 g=3.322 2/2 [==============================] - 0s 12ms/step >72, 453/693, d1=0.331, d2=0.322 g=4.864 2/2 [==============================] - 0s 12ms/step >72, 454/693, d1=0.362, d2=0.388 g=2.545 2/2 [==============================] - 0s 12ms/step >72, 455/693, d1=0.520, d2=0.324 g=4.550 2/2 [==============================] - 0s 13ms/step >72, 456/693, d1=0.371, d2=0.507 g=2.705 2/2 [==============================] - 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0s 12ms/step >72, 468/693, d1=0.547, d2=0.330 g=2.727 2/2 [==============================] - 0s 12ms/step >72, 469/693, d1=0.288, d2=0.326 g=3.630 2/2 [==============================] - 0s 11ms/step >72, 470/693, d1=0.432, d2=0.387 g=2.708 2/2 [==============================] - 0s 13ms/step >72, 471/693, d1=0.439, d2=0.333 g=4.482 2/2 [==============================] - 0s 12ms/step >72, 472/693, d1=0.454, d2=0.326 g=4.315 2/2 [==============================] - 0s 12ms/step >72, 473/693, d1=0.400, d2=0.309 g=2.768 2/2 [==============================] - 0s 12ms/step >72, 474/693, d1=0.450, d2=0.338 g=2.861 2/2 [==============================] - 0s 12ms/step >72, 475/693, d1=0.261, d2=0.302 g=4.432 2/2 [==============================] - 0s 12ms/step >72, 476/693, d1=0.573, d2=0.529 g=4.670 2/2 [==============================] - 0s 12ms/step >72, 477/693, d1=0.398, d2=0.315 g=3.828 2/2 [==============================] - 0s 12ms/step >72, 478/693, d1=0.462, d2=0.485 g=2.940 2/2 [==============================] - 0s 11ms/step >72, 479/693, d1=0.318, d2=0.201 g=4.369 2/2 [==============================] - 0s 11ms/step >72, 480/693, d1=0.482, d2=0.319 g=3.519 2/2 [==============================] - 0s 11ms/step >72, 481/693, d1=0.448, d2=0.266 g=2.961 2/2 [==============================] - 0s 12ms/step >72, 482/693, d1=0.430, d2=0.310 g=3.884 2/2 [==============================] - 0s 11ms/step >72, 483/693, d1=0.393, d2=0.411 g=3.388 2/2 [==============================] - 0s 12ms/step >72, 484/693, d1=0.427, d2=0.354 g=4.791 2/2 [==============================] - 0s 12ms/step >72, 485/693, d1=0.531, d2=0.429 g=3.726 2/2 [==============================] - 0s 11ms/step >72, 486/693, d1=0.409, d2=0.313 g=3.291 2/2 [==============================] - 0s 13ms/step >72, 487/693, d1=0.408, d2=0.368 g=2.664 2/2 [==============================] - 0s 11ms/step >72, 488/693, d1=0.325, d2=0.492 g=3.383 2/2 [==============================] - 0s 12ms/step >72, 489/693, d1=0.382, d2=0.238 g=3.652 2/2 [==============================] - 0s 11ms/step >72, 490/693, d1=0.464, d2=0.236 g=3.359 2/2 [==============================] - 0s 13ms/step >72, 491/693, d1=0.326, d2=0.414 g=2.514 2/2 [==============================] - 0s 11ms/step >72, 492/693, d1=0.372, d2=0.268 g=4.122 2/2 [==============================] - 0s 12ms/step >72, 493/693, d1=0.292, d2=0.291 g=3.072 2/2 [==============================] - 0s 11ms/step >72, 494/693, d1=0.483, d2=0.362 g=3.787 2/2 [==============================] - 0s 11ms/step >72, 495/693, d1=0.361, d2=0.351 g=3.592 2/2 [==============================] - 0s 12ms/step >72, 496/693, d1=0.331, d2=0.404 g=2.890 2/2 [==============================] - 0s 11ms/step >72, 497/693, d1=0.584, d2=0.249 g=3.282 2/2 [==============================] - 0s 11ms/step >72, 498/693, d1=0.528, d2=0.587 g=3.175 2/2 [==============================] - 0s 13ms/step >72, 499/693, d1=0.426, d2=0.375 g=4.953 2/2 [==============================] - 0s 12ms/step >72, 500/693, d1=0.544, d2=0.281 g=2.831 2/2 [==============================] - 0s 13ms/step >72, 501/693, d1=0.352, d2=0.270 g=3.673 2/2 [==============================] - 0s 12ms/step >72, 502/693, d1=0.491, d2=0.340 g=3.889 2/2 [==============================] - 0s 12ms/step >72, 503/693, d1=0.410, d2=0.364 g=4.083 2/2 [==============================] - 0s 12ms/step >72, 504/693, d1=0.527, d2=0.370 g=3.311 2/2 [==============================] - 0s 11ms/step >72, 505/693, d1=0.379, d2=0.360 g=3.159 2/2 [==============================] - 0s 12ms/step >72, 506/693, d1=0.398, d2=0.365 g=3.713 2/2 [==============================] - 0s 12ms/step >72, 507/693, d1=0.435, d2=0.395 g=2.995 2/2 [==============================] - 0s 12ms/step >72, 508/693, d1=0.561, d2=0.430 g=3.752 2/2 [==============================] - 0s 12ms/step >72, 509/693, d1=0.397, d2=0.404 g=2.488 2/2 [==============================] - 0s 13ms/step >72, 510/693, d1=0.578, d2=0.375 g=2.453 2/2 [==============================] - 0s 12ms/step >72, 511/693, d1=0.405, d2=0.308 g=2.247 2/2 [==============================] - 0s 13ms/step >72, 512/693, d1=0.440, d2=0.344 g=5.437 2/2 [==============================] - 0s 11ms/step >72, 513/693, d1=0.365, d2=0.309 g=4.250 2/2 [==============================] - 0s 11ms/step >72, 514/693, d1=0.411, d2=0.301 g=4.611 2/2 [==============================] - 0s 13ms/step >72, 515/693, d1=0.347, d2=0.304 g=4.267 2/2 [==============================] - 0s 12ms/step >72, 516/693, d1=0.466, d2=0.483 g=2.698 2/2 [==============================] - 0s 12ms/step >72, 517/693, d1=0.535, d2=0.282 g=3.114 2/2 [==============================] - 0s 11ms/step >72, 518/693, d1=0.331, d2=0.379 g=3.744 2/2 [==============================] - 0s 13ms/step >72, 519/693, d1=0.369, d2=0.344 g=3.559 2/2 [==============================] - 0s 13ms/step >72, 520/693, d1=0.496, d2=0.332 g=3.659 2/2 [==============================] - 0s 13ms/step >72, 521/693, d1=0.453, d2=0.461 g=3.159 2/2 [==============================] - 0s 12ms/step >72, 522/693, d1=0.395, d2=0.404 g=3.099 2/2 [==============================] - 0s 12ms/step >72, 523/693, d1=0.434, d2=0.387 g=2.745 2/2 [==============================] - 0s 11ms/step >72, 524/693, d1=0.559, d2=0.378 g=4.319 2/2 [==============================] - 0s 10ms/step >72, 525/693, d1=0.319, d2=0.345 g=3.368 2/2 [==============================] - 0s 12ms/step >72, 526/693, d1=0.263, d2=0.300 g=4.816 2/2 [==============================] - 0s 12ms/step >72, 527/693, d1=0.570, d2=0.310 g=3.237 2/2 [==============================] - 0s 12ms/step >72, 528/693, d1=0.524, d2=0.303 g=4.729 2/2 [==============================] - 0s 12ms/step >72, 529/693, d1=0.353, d2=0.455 g=3.283 2/2 [==============================] - 0s 12ms/step >72, 530/693, d1=0.393, d2=0.362 g=3.594 2/2 [==============================] - 0s 12ms/step >72, 531/693, d1=0.343, d2=0.313 g=2.580 2/2 [==============================] - 0s 11ms/step >72, 532/693, d1=0.265, d2=0.333 g=4.168 2/2 [==============================] - 0s 14ms/step >72, 533/693, d1=0.421, d2=0.379 g=4.383 2/2 [==============================] - 0s 11ms/step >72, 534/693, d1=0.318, d2=0.291 g=3.513 2/2 [==============================] - 0s 12ms/step >72, 535/693, d1=0.409, d2=0.321 g=3.571 2/2 [==============================] - 0s 12ms/step >72, 536/693, d1=0.435, d2=0.324 g=3.748 2/2 [==============================] - 0s 12ms/step >72, 537/693, d1=0.354, d2=0.351 g=4.724 2/2 [==============================] - 0s 12ms/step >72, 538/693, d1=0.348, d2=0.389 g=4.508 2/2 [==============================] - 0s 11ms/step >72, 539/693, d1=0.504, d2=0.321 g=2.892 2/2 [==============================] - 0s 12ms/step >72, 540/693, d1=0.417, d2=0.506 g=3.802 2/2 [==============================] - 0s 13ms/step >72, 541/693, d1=0.545, d2=0.253 g=3.482 2/2 [==============================] - 0s 12ms/step >72, 542/693, d1=0.452, d2=0.324 g=3.254 2/2 [==============================] - 0s 12ms/step >72, 543/693, d1=0.319, d2=0.335 g=2.437 2/2 [==============================] - 0s 13ms/step >72, 544/693, d1=0.311, d2=0.268 g=3.603 2/2 [==============================] - 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0s 12ms/step >72, 556/693, d1=0.427, d2=0.279 g=3.224 2/2 [==============================] - 0s 11ms/step >72, 557/693, d1=0.407, d2=0.309 g=2.500 2/2 [==============================] - 0s 13ms/step >72, 558/693, d1=0.424, d2=0.302 g=3.354 2/2 [==============================] - 0s 12ms/step >72, 559/693, d1=0.312, d2=0.307 g=3.128 2/2 [==============================] - 0s 11ms/step >72, 560/693, d1=0.438, d2=0.391 g=3.284 2/2 [==============================] - 0s 11ms/step >72, 561/693, d1=0.343, d2=0.351 g=2.833 2/2 [==============================] - 0s 12ms/step >72, 562/693, d1=0.432, d2=0.368 g=2.555 2/2 [==============================] - 0s 13ms/step >72, 563/693, d1=0.424, d2=0.320 g=3.540 2/2 [==============================] - 0s 12ms/step >72, 564/693, d1=0.391, d2=0.436 g=4.058 2/2 [==============================] - 0s 12ms/step >72, 565/693, d1=0.339, d2=0.405 g=4.078 2/2 [==============================] - 0s 12ms/step >72, 566/693, d1=0.355, d2=0.212 g=2.862 2/2 [==============================] - 0s 11ms/step >72, 567/693, d1=0.499, d2=0.343 g=3.343 2/2 [==============================] - 0s 11ms/step >72, 568/693, d1=0.459, d2=0.419 g=4.214 2/2 [==============================] - 0s 11ms/step >72, 569/693, d1=0.410, d2=0.287 g=4.162 2/2 [==============================] - 0s 12ms/step >72, 570/693, d1=0.342, d2=0.355 g=4.057 2/2 [==============================] - 0s 13ms/step >72, 571/693, d1=0.466, d2=0.378 g=3.013 2/2 [==============================] - 0s 12ms/step >72, 572/693, d1=0.307, d2=0.386 g=3.187 2/2 [==============================] - 0s 12ms/step >72, 573/693, d1=0.399, d2=0.245 g=4.485 2/2 [==============================] - 0s 12ms/step >72, 574/693, d1=0.449, d2=0.400 g=3.899 2/2 [==============================] - 0s 11ms/step >72, 575/693, d1=0.468, d2=0.337 g=3.319 2/2 [==============================] - 0s 11ms/step >72, 576/693, d1=0.388, d2=0.391 g=3.103 2/2 [==============================] - 0s 12ms/step >72, 577/693, d1=0.414, d2=0.382 g=5.414 2/2 [==============================] - 0s 12ms/step >72, 578/693, d1=0.514, d2=0.383 g=2.268 2/2 [==============================] - 0s 12ms/step >72, 579/693, d1=0.331, d2=0.264 g=2.342 2/2 [==============================] - 0s 11ms/step >72, 580/693, d1=0.375, d2=0.204 g=3.414 2/2 [==============================] - 0s 13ms/step >72, 581/693, d1=0.351, d2=0.362 g=5.350 2/2 [==============================] - 0s 12ms/step >72, 582/693, d1=0.358, d2=0.231 g=5.287 2/2 [==============================] - 0s 13ms/step >72, 583/693, d1=0.418, d2=0.272 g=3.089 2/2 [==============================] - 0s 12ms/step >72, 584/693, d1=0.335, d2=0.345 g=2.447 2/2 [==============================] - 0s 12ms/step >72, 585/693, d1=0.309, d2=0.296 g=3.056 2/2 [==============================] - 0s 12ms/step >72, 586/693, d1=0.332, d2=0.309 g=4.619 2/2 [==============================] - 0s 12ms/step >72, 587/693, d1=0.444, d2=0.265 g=2.768 2/2 [==============================] - 0s 12ms/step >72, 588/693, d1=0.417, d2=0.441 g=3.413 2/2 [==============================] - 0s 12ms/step >72, 589/693, d1=0.481, d2=0.394 g=3.003 2/2 [==============================] - 0s 12ms/step >72, 590/693, d1=0.339, d2=0.325 g=2.735 2/2 [==============================] - 0s 12ms/step >72, 591/693, d1=0.414, d2=0.222 g=2.937 2/2 [==============================] - 0s 12ms/step >72, 592/693, d1=0.413, d2=0.468 g=3.240 2/2 [==============================] - 0s 13ms/step >72, 593/693, d1=0.384, d2=0.333 g=2.336 2/2 [==============================] - 0s 11ms/step >72, 594/693, d1=0.283, d2=0.272 g=4.363 2/2 [==============================] - 0s 11ms/step >72, 595/693, d1=0.388, d2=0.236 g=3.904 2/2 [==============================] - 0s 12ms/step >72, 596/693, d1=0.449, d2=0.341 g=3.231 2/2 [==============================] - 0s 12ms/step >72, 597/693, d1=0.365, d2=0.442 g=3.913 2/2 [==============================] - 0s 11ms/step >72, 598/693, d1=0.599, d2=0.289 g=3.660 2/2 [==============================] - 0s 11ms/step >72, 599/693, d1=0.399, d2=0.362 g=3.737 2/2 [==============================] - 0s 12ms/step >72, 600/693, d1=0.434, d2=0.296 g=3.824 2/2 [==============================] - 0s 11ms/step >72, 601/693, d1=0.552, d2=0.396 g=3.755 2/2 [==============================] - 0s 11ms/step >72, 602/693, d1=0.364, d2=0.274 g=3.878 2/2 [==============================] - 0s 12ms/step >72, 603/693, d1=0.331, d2=0.344 g=3.923 2/2 [==============================] - 0s 13ms/step >72, 604/693, d1=0.489, d2=0.291 g=3.341 2/2 [==============================] - 0s 12ms/step >72, 605/693, d1=0.391, d2=0.405 g=4.114 2/2 [==============================] - 0s 13ms/step >72, 606/693, d1=0.328, d2=0.327 g=5.263 2/2 [==============================] - 0s 12ms/step >72, 607/693, d1=0.433, d2=0.298 g=4.227 2/2 [==============================] - 0s 12ms/step >72, 608/693, d1=0.378, d2=0.322 g=4.415 2/2 [==============================] - 0s 11ms/step >72, 609/693, d1=0.421, d2=0.395 g=4.038 2/2 [==============================] - 0s 12ms/step >72, 610/693, d1=0.329, d2=0.337 g=5.525 2/2 [==============================] - 0s 12ms/step >72, 611/693, d1=0.510, d2=0.171 g=4.166 2/2 [==============================] - 0s 12ms/step >72, 612/693, d1=0.398, d2=0.388 g=4.944 2/2 [==============================] - 0s 15ms/step >72, 613/693, d1=0.369, d2=0.269 g=5.680 2/2 [==============================] - 0s 13ms/step >72, 614/693, d1=0.249, d2=0.337 g=3.992 2/2 [==============================] - 0s 11ms/step >72, 615/693, d1=0.364, d2=0.301 g=4.920 2/2 [==============================] - 0s 12ms/step >72, 616/693, d1=0.333, d2=0.433 g=3.161 2/2 [==============================] - 0s 13ms/step >72, 617/693, d1=0.429, d2=0.261 g=4.200 2/2 [==============================] - 0s 12ms/step >72, 618/693, d1=0.441, d2=0.326 g=2.580 2/2 [==============================] - 0s 12ms/step >72, 619/693, d1=0.343, d2=0.481 g=3.752 2/2 [==============================] - 0s 12ms/step >72, 620/693, d1=0.365, d2=0.326 g=4.412 2/2 [==============================] - 0s 11ms/step >72, 621/693, d1=0.345, d2=0.402 g=4.248 2/2 [==============================] - 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0s 12ms/step >72, 688/693, d1=0.464, d2=0.411 g=3.399 2/2 [==============================] - 0s 15ms/step >72, 689/693, d1=0.363, d2=0.310 g=2.667 2/2 [==============================] - 0s 12ms/step >72, 690/693, d1=0.361, d2=0.351 g=3.287 2/2 [==============================] - 0s 12ms/step >72, 691/693, d1=0.358, d2=0.306 g=4.011 2/2 [==============================] - 0s 12ms/step >72, 692/693, d1=0.515, d2=0.367 g=2.847 2/2 [==============================] - 0s 12ms/step >72, 693/693, d1=0.512, d2=0.317 g=2.346 2/2 [==============================] - 0s 12ms/step >73, 1/693, d1=0.476, d2=0.355 g=2.953 2/2 [==============================] - 0s 11ms/step >73, 2/693, d1=0.440, d2=0.271 g=2.687 2/2 [==============================] - 0s 11ms/step >73, 3/693, d1=0.428, d2=0.377 g=5.203 2/2 [==============================] - 0s 11ms/step >73, 4/693, d1=0.418, d2=0.322 g=3.307 2/2 [==============================] - 0s 11ms/step >73, 5/693, d1=0.356, d2=0.325 g=3.153 2/2 [==============================] - 0s 12ms/step >73, 6/693, d1=0.361, d2=0.247 g=2.988 2/2 [==============================] - 0s 12ms/step >73, 7/693, d1=0.430, d2=0.392 g=3.085 2/2 [==============================] - 0s 13ms/step >73, 8/693, d1=0.429, d2=0.364 g=3.259 2/2 [==============================] - 0s 11ms/step >73, 9/693, d1=0.439, d2=0.282 g=3.249 2/2 [==============================] - 0s 11ms/step >73, 10/693, d1=0.411, d2=0.386 g=3.757 2/2 [==============================] - 0s 12ms/step >73, 11/693, d1=0.349, d2=0.387 g=3.653 2/2 [==============================] - 0s 12ms/step >73, 12/693, d1=0.424, d2=0.321 g=3.980 2/2 [==============================] - 0s 11ms/step >73, 13/693, d1=0.539, d2=0.237 g=1.999 2/2 [==============================] - 0s 12ms/step >73, 14/693, d1=0.508, d2=0.394 g=3.318 2/2 [==============================] - 0s 11ms/step >73, 15/693, d1=0.352, d2=0.332 g=3.553 2/2 [==============================] - 0s 12ms/step >73, 16/693, d1=0.256, d2=0.331 g=4.697 2/2 [==============================] - 0s 12ms/step >73, 17/693, d1=0.544, d2=0.225 g=4.146 2/2 [==============================] - 0s 11ms/step >73, 18/693, d1=0.335, d2=0.366 g=2.524 2/2 [==============================] - 0s 12ms/step >73, 19/693, d1=0.391, d2=0.452 g=3.413 2/2 [==============================] - 0s 13ms/step >73, 20/693, d1=0.375, d2=0.324 g=3.965 2/2 [==============================] - 0s 12ms/step >73, 21/693, d1=0.456, d2=0.393 g=2.941 2/2 [==============================] - 0s 12ms/step >73, 22/693, d1=0.402, d2=0.264 g=3.444 2/2 [==============================] - 0s 12ms/step >73, 23/693, d1=0.485, d2=0.222 g=2.993 2/2 [==============================] - 0s 12ms/step >73, 24/693, d1=0.352, d2=0.405 g=3.299 2/2 [==============================] - 0s 11ms/step >73, 25/693, d1=0.409, d2=0.314 g=3.420 2/2 [==============================] - 0s 10ms/step >73, 26/693, d1=0.426, d2=0.440 g=2.445 2/2 [==============================] - 0s 11ms/step >73, 27/693, d1=0.380, d2=0.449 g=3.764 2/2 [==============================] - 0s 12ms/step >73, 28/693, d1=0.365, d2=0.277 g=3.321 2/2 [==============================] - 0s 12ms/step >73, 29/693, d1=0.429, d2=0.273 g=2.775 2/2 [==============================] - 0s 12ms/step >73, 30/693, d1=0.423, d2=0.352 g=2.601 2/2 [==============================] - 0s 12ms/step >73, 31/693, d1=0.355, d2=0.286 g=4.347 2/2 [==============================] - 0s 12ms/step >73, 32/693, d1=0.411, d2=0.351 g=2.603 2/2 [==============================] - 0s 11ms/step >73, 33/693, d1=0.428, d2=0.476 g=3.067 2/2 [==============================] - 0s 13ms/step >73, 34/693, d1=0.496, d2=0.250 g=3.514 2/2 [==============================] - 0s 12ms/step >73, 35/693, d1=0.367, d2=0.311 g=3.726 2/2 [==============================] - 0s 12ms/step >73, 36/693, d1=0.267, d2=0.295 g=4.006 2/2 [==============================] - 0s 12ms/step >73, 37/693, d1=0.542, d2=0.464 g=3.770 2/2 [==============================] - 0s 13ms/step >73, 38/693, d1=0.377, d2=0.319 g=4.659 2/2 [==============================] - 0s 11ms/step >73, 39/693, d1=0.489, d2=0.347 g=4.391 2/2 [==============================] - 0s 10ms/step >73, 40/693, d1=0.363, d2=0.342 g=2.218 2/2 [==============================] - 0s 10ms/step >73, 41/693, d1=0.264, d2=0.235 g=4.271 2/2 [==============================] - 0s 12ms/step >73, 42/693, d1=0.471, d2=0.330 g=3.867 2/2 [==============================] - 0s 11ms/step >73, 43/693, d1=0.401, d2=0.381 g=3.895 2/2 [==============================] - 0s 12ms/step >73, 44/693, d1=0.353, d2=0.309 g=3.511 2/2 [==============================] - 0s 12ms/step >73, 45/693, d1=0.621, d2=0.358 g=3.469 2/2 [==============================] - 0s 14ms/step >73, 46/693, d1=0.315, d2=0.371 g=3.595 2/2 [==============================] - 0s 12ms/step >73, 47/693, d1=0.346, d2=0.291 g=4.645 2/2 [==============================] - 0s 12ms/step >73, 48/693, d1=0.428, d2=0.257 g=4.442 2/2 [==============================] - 0s 12ms/step >73, 49/693, d1=0.529, d2=0.401 g=3.912 2/2 [==============================] - 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0s 12ms/step >73, 193/693, d1=0.513, d2=0.311 g=4.406 2/2 [==============================] - 0s 12ms/step >73, 194/693, d1=0.561, d2=0.426 g=3.305 2/2 [==============================] - 0s 12ms/step >73, 195/693, d1=0.393, d2=0.347 g=3.174 2/2 [==============================] - 0s 13ms/step >73, 196/693, d1=0.365, d2=0.434 g=2.620 2/2 [==============================] - 0s 12ms/step >73, 197/693, d1=0.416, d2=0.225 g=4.822 2/2 [==============================] - 0s 13ms/step >73, 198/693, d1=0.362, d2=0.369 g=2.564 2/2 [==============================] - 0s 12ms/step >73, 199/693, d1=0.511, d2=0.436 g=2.756 2/2 [==============================] - 0s 12ms/step >73, 200/693, d1=0.476, d2=0.242 g=2.654 2/2 [==============================] - 0s 13ms/step >73, 201/693, d1=0.489, d2=0.267 g=4.390 2/2 [==============================] - 0s 11ms/step >73, 202/693, d1=0.343, d2=0.419 g=3.372 2/2 [==============================] - 0s 13ms/step >73, 203/693, d1=0.396, d2=0.367 g=3.805 2/2 [==============================] - 0s 13ms/step >73, 204/693, d1=0.398, d2=0.303 g=3.188 2/2 [==============================] - 0s 11ms/step >73, 205/693, d1=0.477, d2=0.290 g=3.058 2/2 [==============================] - 0s 12ms/step >73, 206/693, d1=0.376, d2=0.532 g=2.984 2/2 [==============================] - 0s 13ms/step >73, 207/693, d1=0.594, d2=0.377 g=2.964 2/2 [==============================] - 0s 13ms/step >73, 208/693, d1=0.431, d2=0.307 g=3.789 2/2 [==============================] - 0s 13ms/step >73, 209/693, d1=0.431, d2=0.332 g=2.745 2/2 [==============================] - 0s 13ms/step >73, 210/693, d1=0.378, d2=0.326 g=3.685 2/2 [==============================] - 0s 11ms/step >73, 211/693, d1=0.390, d2=0.339 g=3.000 2/2 [==============================] - 0s 11ms/step >73, 212/693, d1=0.423, d2=0.317 g=3.292 2/2 [==============================] - 0s 11ms/step >73, 213/693, d1=0.402, d2=0.367 g=2.059 2/2 [==============================] - 0s 12ms/step >73, 214/693, d1=0.375, d2=0.351 g=3.567 2/2 [==============================] - 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0s 11ms/step >73, 347/693, d1=0.462, d2=0.256 g=2.432 2/2 [==============================] - 0s 12ms/step >73, 348/693, d1=0.452, d2=0.337 g=3.371 2/2 [==============================] - 0s 12ms/step >73, 349/693, d1=0.513, d2=0.353 g=3.449 2/2 [==============================] - 0s 11ms/step >73, 350/693, d1=0.438, d2=0.397 g=3.189 2/2 [==============================] - 0s 13ms/step >73, 351/693, d1=0.387, d2=0.361 g=2.920 2/2 [==============================] - 0s 12ms/step >73, 352/693, d1=0.306, d2=0.287 g=3.124 2/2 [==============================] - 0s 12ms/step >73, 353/693, d1=0.326, d2=0.458 g=3.278 2/2 [==============================] - 0s 11ms/step >73, 354/693, d1=0.472, d2=0.409 g=3.244 2/2 [==============================] - 0s 13ms/step >73, 355/693, d1=0.427, d2=0.246 g=3.206 2/2 [==============================] - 0s 12ms/step >73, 356/693, d1=0.515, d2=0.490 g=3.465 2/2 [==============================] - 0s 12ms/step >73, 357/693, d1=0.309, d2=0.347 g=3.328 2/2 [==============================] - 0s 12ms/step >73, 358/693, d1=0.556, d2=0.207 g=3.472 2/2 [==============================] - 0s 12ms/step >73, 359/693, d1=0.337, d2=0.387 g=2.644 2/2 [==============================] - 0s 12ms/step >73, 360/693, d1=0.285, d2=0.320 g=2.901 2/2 [==============================] - 0s 12ms/step >73, 361/693, d1=0.372, d2=0.319 g=2.669 2/2 [==============================] - 0s 12ms/step >73, 362/693, d1=0.310, d2=0.347 g=3.374 2/2 [==============================] - 0s 11ms/step >73, 363/693, d1=0.418, d2=0.333 g=4.017 2/2 [==============================] - 0s 12ms/step >73, 364/693, d1=0.425, d2=0.268 g=4.815 2/2 [==============================] - 0s 12ms/step >73, 365/693, d1=0.375, d2=0.348 g=2.859 2/2 [==============================] - 0s 14ms/step >73, 366/693, d1=0.358, d2=0.346 g=4.222 2/2 [==============================] - 0s 11ms/step >73, 367/693, d1=0.375, d2=0.289 g=3.881 2/2 [==============================] - 0s 12ms/step >73, 368/693, d1=0.437, d2=0.330 g=2.997 2/2 [==============================] - 0s 14ms/step >73, 369/693, d1=0.433, d2=0.312 g=3.062 2/2 [==============================] - 0s 12ms/step >73, 370/693, d1=0.547, d2=0.419 g=2.576 2/2 [==============================] - 0s 12ms/step >73, 371/693, d1=0.314, d2=0.410 g=2.559 2/2 [==============================] - 0s 11ms/step >73, 372/693, d1=0.441, d2=0.425 g=2.194 2/2 [==============================] - 0s 12ms/step >73, 373/693, d1=0.455, d2=0.242 g=2.647 2/2 [==============================] - 0s 12ms/step >73, 374/693, d1=0.473, d2=0.279 g=3.543 2/2 [==============================] - 0s 11ms/step >73, 375/693, d1=0.251, d2=0.312 g=3.522 2/2 [==============================] - 0s 13ms/step >73, 376/693, d1=0.479, d2=0.355 g=3.258 2/2 [==============================] - 0s 12ms/step >73, 377/693, d1=0.425, d2=0.406 g=3.003 2/2 [==============================] - 0s 13ms/step >73, 378/693, d1=0.385, d2=0.242 g=3.173 2/2 [==============================] - 0s 11ms/step >73, 379/693, d1=0.307, d2=0.259 g=3.236 2/2 [==============================] - 0s 12ms/step >73, 380/693, d1=0.513, d2=0.405 g=3.126 2/2 [==============================] - 0s 12ms/step >73, 381/693, d1=0.508, d2=0.333 g=3.226 2/2 [==============================] - 0s 12ms/step >73, 382/693, d1=0.358, d2=0.345 g=2.872 2/2 [==============================] - 0s 13ms/step >73, 383/693, d1=0.586, d2=0.367 g=2.695 2/2 [==============================] - 0s 12ms/step >73, 384/693, d1=0.298, d2=0.368 g=2.838 2/2 [==============================] - 0s 13ms/step >73, 385/693, d1=0.497, d2=0.379 g=2.625 2/2 [==============================] - 0s 12ms/step >73, 386/693, d1=0.390, d2=0.305 g=3.158 2/2 [==============================] - 0s 12ms/step >73, 387/693, d1=0.406, d2=0.387 g=2.877 2/2 [==============================] - 0s 11ms/step >73, 388/693, d1=0.405, d2=0.289 g=1.981 2/2 [==============================] - 0s 11ms/step >73, 389/693, d1=0.468, d2=0.373 g=2.779 2/2 [==============================] - 0s 12ms/step >73, 390/693, d1=0.258, d2=0.317 g=2.581 2/2 [==============================] - 0s 12ms/step >73, 391/693, d1=0.521, d2=0.282 g=2.850 2/2 [==============================] - 0s 10ms/step >73, 392/693, d1=0.335, d2=0.418 g=3.184 2/2 [==============================] - 0s 12ms/step >73, 393/693, d1=0.488, d2=0.275 g=2.428 2/2 [==============================] - 0s 11ms/step >73, 394/693, d1=0.436, d2=0.402 g=2.709 2/2 [==============================] - 0s 11ms/step >73, 395/693, d1=0.399, d2=0.299 g=2.444 2/2 [==============================] - 0s 13ms/step >73, 396/693, d1=0.355, d2=0.269 g=2.561 2/2 [==============================] - 0s 12ms/step >73, 397/693, d1=0.400, d2=0.313 g=2.821 2/2 [==============================] - 0s 13ms/step >73, 398/693, d1=0.352, d2=0.390 g=2.440 2/2 [==============================] - 0s 12ms/step >73, 399/693, d1=0.412, d2=0.344 g=4.493 2/2 [==============================] - 0s 12ms/step >73, 400/693, d1=0.345, d2=0.265 g=3.995 2/2 [==============================] - 0s 13ms/step >73, 401/693, d1=0.406, d2=0.271 g=2.839 2/2 [==============================] - 0s 12ms/step >73, 402/693, d1=0.522, d2=0.362 g=2.824 2/2 [==============================] - 0s 11ms/step >73, 403/693, d1=0.395, d2=0.305 g=3.718 2/2 [==============================] - 0s 10ms/step >73, 404/693, d1=0.321, d2=0.367 g=2.607 2/2 [==============================] - 0s 12ms/step >73, 405/693, d1=0.416, d2=0.318 g=4.263 2/2 [==============================] - 0s 12ms/step >73, 406/693, d1=0.366, d2=0.305 g=3.242 2/2 [==============================] - 0s 12ms/step >73, 407/693, d1=0.346, d2=0.221 g=2.854 2/2 [==============================] - 0s 11ms/step >73, 408/693, d1=0.574, d2=0.341 g=3.043 2/2 [==============================] - 0s 12ms/step >73, 409/693, d1=0.417, d2=0.268 g=3.580 2/2 [==============================] - 0s 13ms/step >73, 410/693, d1=0.457, d2=0.342 g=4.168 2/2 [==============================] - 0s 11ms/step >73, 411/693, d1=0.397, d2=0.327 g=3.621 2/2 [==============================] - 0s 11ms/step >73, 412/693, d1=0.332, d2=0.351 g=3.313 2/2 [==============================] - 0s 12ms/step >73, 413/693, d1=0.310, d2=0.382 g=3.508 2/2 [==============================] - 0s 11ms/step >73, 414/693, d1=0.386, d2=0.287 g=4.108 2/2 [==============================] - 0s 12ms/step >73, 415/693, d1=0.402, d2=0.244 g=2.858 2/2 [==============================] - 0s 11ms/step >73, 416/693, d1=0.525, d2=0.338 g=3.255 2/2 [==============================] - 0s 12ms/step >73, 417/693, d1=0.347, d2=0.381 g=2.860 2/2 [==============================] - 0s 13ms/step >73, 418/693, d1=0.425, d2=0.419 g=3.460 2/2 [==============================] - 0s 12ms/step >73, 419/693, d1=0.521, d2=0.375 g=3.183 2/2 [==============================] - 0s 11ms/step >73, 420/693, d1=0.389, d2=0.288 g=3.649 2/2 [==============================] - 0s 12ms/step >73, 421/693, d1=0.408, d2=0.422 g=2.763 2/2 [==============================] - 0s 11ms/step >73, 422/693, d1=0.366, d2=0.293 g=3.178 2/2 [==============================] - 0s 12ms/step >73, 423/693, d1=0.385, d2=0.258 g=2.924 2/2 [==============================] - 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0s 12ms/step >74, 50/693, d1=0.404, d2=0.341 g=3.377 2/2 [==============================] - 0s 12ms/step >74, 51/693, d1=0.436, d2=0.316 g=5.900 2/2 [==============================] - 0s 11ms/step >74, 52/693, d1=0.482, d2=0.329 g=3.868 2/2 [==============================] - 0s 15ms/step >74, 53/693, d1=0.360, d2=0.437 g=2.902 2/2 [==============================] - 0s 11ms/step >74, 54/693, d1=0.383, d2=0.320 g=2.440 2/2 [==============================] - 0s 12ms/step >74, 55/693, d1=0.383, d2=0.333 g=2.260 2/2 [==============================] - 0s 12ms/step >74, 56/693, d1=0.392, d2=0.251 g=2.965 2/2 [==============================] - 0s 12ms/step >74, 57/693, d1=0.463, d2=0.337 g=3.703 2/2 [==============================] - 0s 12ms/step >74, 58/693, d1=0.350, d2=0.341 g=3.084 2/2 [==============================] - 0s 13ms/step >74, 59/693, d1=0.414, d2=0.363 g=3.330 2/2 [==============================] - 0s 12ms/step >74, 60/693, d1=0.387, d2=0.407 g=2.979 2/2 [==============================] - 0s 12ms/step >74, 61/693, d1=0.396, d2=0.250 g=4.296 2/2 [==============================] - 0s 13ms/step >74, 62/693, d1=0.305, d2=0.412 g=3.490 2/2 [==============================] - 0s 12ms/step >74, 63/693, d1=0.399, d2=0.284 g=3.571 2/2 [==============================] - 0s 12ms/step >74, 64/693, d1=0.421, d2=0.276 g=4.449 2/2 [==============================] - 0s 12ms/step >74, 65/693, d1=0.399, d2=0.406 g=3.319 2/2 [==============================] - 0s 12ms/step >74, 66/693, d1=0.296, d2=0.346 g=4.232 2/2 [==============================] - 0s 13ms/step >74, 67/693, d1=0.420, d2=0.285 g=3.915 2/2 [==============================] - 0s 13ms/step >74, 68/693, d1=0.357, d2=0.317 g=1.858 2/2 [==============================] - 0s 13ms/step >74, 69/693, d1=0.432, d2=0.414 g=3.595 2/2 [==============================] - 0s 12ms/step >74, 70/693, d1=0.295, d2=0.339 g=4.355 2/2 [==============================] - 0s 12ms/step >74, 71/693, d1=0.426, d2=0.362 g=4.593 2/2 [==============================] - 0s 11ms/step >74, 72/693, d1=0.516, d2=0.372 g=2.587 2/2 [==============================] - 0s 12ms/step >74, 73/693, d1=0.321, d2=0.250 g=3.005 2/2 [==============================] - 0s 12ms/step >74, 74/693, d1=0.388, d2=0.336 g=2.677 2/2 [==============================] - 0s 11ms/step >74, 75/693, d1=0.534, d2=0.269 g=4.239 2/2 [==============================] - 0s 13ms/step >74, 76/693, d1=0.365, d2=0.310 g=4.781 2/2 [==============================] - 0s 17ms/step >74, 77/693, d1=0.408, d2=0.321 g=2.887 2/2 [==============================] - 0s 12ms/step >74, 78/693, d1=0.446, d2=0.288 g=3.548 2/2 [==============================] - 0s 11ms/step >74, 79/693, d1=0.380, d2=0.310 g=3.120 2/2 [==============================] - 0s 11ms/step >74, 80/693, d1=0.341, d2=0.313 g=2.804 2/2 [==============================] - 0s 11ms/step >74, 81/693, d1=0.406, d2=0.469 g=3.856 2/2 [==============================] - 0s 11ms/step >74, 82/693, d1=0.410, d2=0.234 g=3.420 2/2 [==============================] - 0s 11ms/step >74, 83/693, d1=0.334, d2=0.309 g=3.339 2/2 [==============================] - 0s 13ms/step >74, 84/693, d1=0.353, d2=0.355 g=4.426 2/2 [==============================] - 0s 13ms/step >74, 85/693, d1=0.475, d2=0.344 g=4.758 2/2 [==============================] - 0s 11ms/step >74, 86/693, d1=0.402, d2=0.267 g=4.145 2/2 [==============================] - 0s 13ms/step >74, 87/693, d1=0.521, d2=0.473 g=3.263 2/2 [==============================] - 0s 12ms/step >74, 88/693, d1=0.308, d2=0.333 g=2.962 2/2 [==============================] - 0s 12ms/step >74, 89/693, d1=0.412, d2=0.317 g=2.782 2/2 [==============================] - 0s 11ms/step >74, 90/693, d1=0.327, d2=0.407 g=4.247 2/2 [==============================] - 0s 12ms/step >74, 91/693, d1=0.489, d2=0.375 g=2.610 2/2 [==============================] - 0s 12ms/step >74, 92/693, d1=0.471, d2=0.377 g=2.926 2/2 [==============================] - 0s 13ms/step >74, 93/693, d1=0.373, d2=0.328 g=3.251 2/2 [==============================] - 0s 11ms/step >74, 94/693, d1=0.375, d2=0.289 g=3.038 2/2 [==============================] - 0s 11ms/step >74, 95/693, d1=0.472, d2=0.368 g=2.542 2/2 [==============================] - 0s 11ms/step >74, 96/693, d1=0.338, d2=0.388 g=3.348 2/2 [==============================] - 0s 12ms/step >74, 97/693, d1=0.285, d2=0.191 g=3.462 2/2 [==============================] - 0s 11ms/step >74, 98/693, d1=0.365, d2=0.457 g=2.637 2/2 [==============================] - 0s 12ms/step >74, 99/693, d1=0.360, d2=0.265 g=2.741 2/2 [==============================] - 0s 12ms/step >74, 100/693, d1=0.529, d2=0.221 g=3.474 2/2 [==============================] - 0s 12ms/step >74, 101/693, d1=0.523, d2=0.360 g=2.628 2/2 [==============================] - 0s 12ms/step >74, 102/693, d1=0.430, d2=0.469 g=2.526 2/2 [==============================] - 0s 11ms/step >74, 103/693, d1=0.370, d2=0.319 g=3.265 2/2 [==============================] - 0s 13ms/step >74, 104/693, d1=0.475, d2=0.354 g=2.589 2/2 [==============================] - 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0s 12ms/step >74, 666/693, d1=0.474, d2=0.336 g=4.601 2/2 [==============================] - 0s 11ms/step >74, 667/693, d1=0.359, d2=0.345 g=3.865 2/2 [==============================] - 0s 11ms/step >74, 668/693, d1=0.349, d2=0.364 g=4.431 2/2 [==============================] - 0s 12ms/step >74, 669/693, d1=0.338, d2=0.318 g=2.920 2/2 [==============================] - 0s 12ms/step >74, 670/693, d1=0.506, d2=0.297 g=4.986 2/2 [==============================] - 0s 13ms/step >74, 671/693, d1=0.412, d2=0.383 g=3.789 2/2 [==============================] - 0s 13ms/step >74, 672/693, d1=0.609, d2=0.410 g=6.974 2/2 [==============================] - 0s 12ms/step >74, 673/693, d1=0.344, d2=0.296 g=5.052 2/2 [==============================] - 0s 12ms/step >74, 674/693, d1=0.424, d2=0.304 g=4.545 2/2 [==============================] - 0s 12ms/step >74, 675/693, d1=0.401, d2=0.351 g=6.045 2/2 [==============================] - 0s 12ms/step >74, 676/693, d1=0.364, d2=0.280 g=4.987 2/2 [==============================] - 0s 13ms/step >74, 677/693, d1=0.464, d2=0.497 g=4.843 2/2 [==============================] - 0s 12ms/step >74, 678/693, d1=0.398, d2=0.305 g=4.666 2/2 [==============================] - 0s 11ms/step >74, 679/693, d1=0.324, d2=0.287 g=3.742 2/2 [==============================] - 0s 13ms/step >74, 680/693, d1=0.549, d2=0.270 g=2.289 2/2 [==============================] - 0s 12ms/step >74, 681/693, d1=0.373, d2=0.293 g=4.058 2/2 [==============================] - 0s 11ms/step >74, 682/693, d1=0.474, d2=0.369 g=5.473 2/2 [==============================] - 0s 12ms/step >74, 683/693, d1=0.295, d2=0.462 g=3.108 2/2 [==============================] - 0s 12ms/step >74, 684/693, d1=0.448, d2=0.358 g=4.350 2/2 [==============================] - 0s 12ms/step >74, 685/693, d1=0.359, d2=0.233 g=3.736 2/2 [==============================] - 0s 13ms/step >74, 686/693, d1=0.371, d2=0.265 g=3.575 2/2 [==============================] - 0s 12ms/step >74, 687/693, d1=0.614, d2=0.442 g=3.301 2/2 [==============================] - 0s 11ms/step >74, 688/693, d1=0.425, d2=0.341 g=4.112 2/2 [==============================] - 0s 11ms/step >74, 689/693, d1=0.424, d2=0.403 g=4.234 2/2 [==============================] - 0s 12ms/step >74, 690/693, d1=0.330, d2=0.317 g=5.419 2/2 [==============================] - 0s 12ms/step >74, 691/693, d1=0.512, d2=0.363 g=3.746 2/2 [==============================] - 0s 12ms/step >74, 692/693, d1=0.389, d2=0.368 g=4.314 2/2 [==============================] - 0s 11ms/step >74, 693/693, d1=0.407, d2=0.313 g=5.281 2/2 [==============================] - 0s 12ms/step >75, 1/693, d1=0.497, d2=0.420 g=6.727 2/2 [==============================] - 0s 11ms/step >75, 2/693, d1=0.235, d2=0.365 g=3.780 2/2 [==============================] - 0s 12ms/step >75, 3/693, d1=0.440, d2=0.265 g=5.165 2/2 [==============================] - 0s 13ms/step >75, 4/693, d1=0.348, d2=0.318 g=3.495 2/2 [==============================] - 0s 11ms/step >75, 5/693, d1=0.385, d2=0.388 g=4.662 2/2 [==============================] - 0s 13ms/step >75, 6/693, d1=0.523, d2=0.289 g=3.374 2/2 [==============================] - 0s 12ms/step >75, 7/693, d1=0.463, d2=0.324 g=4.494 2/2 [==============================] - 0s 13ms/step >75, 8/693, d1=0.279, d2=0.327 g=4.769 2/2 [==============================] - 0s 12ms/step >75, 9/693, d1=0.305, d2=0.370 g=4.517 2/2 [==============================] - 0s 12ms/step >75, 10/693, d1=0.450, d2=0.377 g=3.383 2/2 [==============================] - 0s 13ms/step >75, 11/693, d1=0.509, d2=0.368 g=3.595 2/2 [==============================] - 0s 11ms/step >75, 12/693, d1=0.482, d2=0.326 g=3.686 2/2 [==============================] - 0s 11ms/step >75, 13/693, d1=0.536, d2=0.399 g=4.039 2/2 [==============================] - 0s 12ms/step >75, 14/693, d1=0.472, d2=0.378 g=4.294 2/2 [==============================] - 0s 11ms/step >75, 15/693, d1=0.390, d2=0.241 g=4.543 2/2 [==============================] - 0s 11ms/step >75, 16/693, d1=0.385, d2=0.291 g=3.649 2/2 [==============================] - 0s 12ms/step >75, 17/693, d1=0.421, d2=0.267 g=4.178 2/2 [==============================] - 0s 12ms/step >75, 18/693, d1=0.346, d2=0.290 g=4.169 2/2 [==============================] - 0s 11ms/step >75, 19/693, d1=0.290, d2=0.390 g=4.725 2/2 [==============================] - 0s 12ms/step >75, 20/693, d1=0.285, d2=0.292 g=5.286 2/2 [==============================] - 0s 12ms/step >75, 21/693, d1=0.409, d2=0.380 g=4.779 2/2 [==============================] - 0s 11ms/step >75, 22/693, d1=0.614, d2=0.363 g=3.669 2/2 [==============================] - 0s 11ms/step >75, 23/693, d1=0.466, d2=0.353 g=4.422 2/2 [==============================] - 0s 12ms/step >75, 24/693, d1=0.437, d2=0.341 g=2.534 2/2 [==============================] - 0s 11ms/step >75, 25/693, d1=0.380, d2=0.458 g=2.291 2/2 [==============================] - 0s 13ms/step >75, 26/693, d1=0.338, d2=0.275 g=3.443 2/2 [==============================] - 0s 12ms/step >75, 27/693, d1=0.537, d2=0.317 g=2.628 2/2 [==============================] - 0s 12ms/step >75, 28/693, d1=0.325, d2=0.331 g=4.304 2/2 [==============================] - 0s 12ms/step >75, 29/693, d1=0.451, d2=0.352 g=4.981 2/2 [==============================] - 0s 11ms/step >75, 30/693, d1=0.329, d2=0.249 g=3.815 2/2 [==============================] - 0s 12ms/step >75, 31/693, d1=0.342, d2=0.410 g=4.247 2/2 [==============================] - 0s 11ms/step >75, 32/693, d1=0.371, d2=0.248 g=3.496 2/2 [==============================] - 0s 12ms/step >75, 33/693, d1=0.490, d2=0.273 g=3.711 2/2 [==============================] - 0s 12ms/step >75, 34/693, d1=0.498, d2=0.339 g=3.632 2/2 [==============================] - 0s 12ms/step >75, 35/693, d1=0.390, d2=0.425 g=4.977 2/2 [==============================] - 0s 12ms/step >75, 36/693, d1=0.388, d2=0.474 g=5.355 2/2 [==============================] - 0s 12ms/step >75, 37/693, d1=0.495, d2=0.319 g=3.353 2/2 [==============================] - 0s 11ms/step >75, 38/693, d1=0.437, d2=0.249 g=3.774 2/2 [==============================] - 0s 11ms/step >75, 39/693, d1=0.399, d2=0.399 g=5.160 2/2 [==============================] - 0s 11ms/step >75, 40/693, d1=0.373, d2=0.285 g=2.794 2/2 [==============================] - 0s 11ms/step >75, 41/693, d1=0.452, d2=0.509 g=3.359 2/2 [==============================] - 0s 12ms/step >75, 42/693, d1=0.377, d2=0.339 g=3.699 2/2 [==============================] - 0s 12ms/step >75, 43/693, d1=0.386, d2=0.291 g=3.704 2/2 [==============================] - 0s 12ms/step >75, 44/693, d1=0.391, d2=0.302 g=4.606 2/2 [==============================] - 0s 12ms/step >75, 45/693, d1=0.492, d2=0.262 g=3.385 2/2 [==============================] - 0s 12ms/step >75, 46/693, d1=0.385, d2=0.399 g=3.898 2/2 [==============================] - 0s 11ms/step >75, 47/693, d1=0.566, d2=0.299 g=3.873 2/2 [==============================] - 0s 12ms/step >75, 48/693, d1=0.317, d2=0.271 g=4.924 2/2 [==============================] - 0s 12ms/step >75, 49/693, d1=0.321, d2=0.373 g=3.251 2/2 [==============================] - 0s 11ms/step >75, 50/693, d1=0.532, d2=0.451 g=2.414 2/2 [==============================] - 0s 13ms/step >75, 51/693, d1=0.409, d2=0.231 g=3.118 2/2 [==============================] - 0s 12ms/step >75, 52/693, d1=0.410, d2=0.193 g=4.280 2/2 [==============================] - 0s 12ms/step >75, 53/693, d1=0.431, d2=0.322 g=3.787 2/2 [==============================] - 0s 13ms/step >75, 54/693, d1=0.390, d2=0.281 g=5.364 2/2 [==============================] - 0s 12ms/step >75, 55/693, d1=0.398, d2=0.426 g=5.281 2/2 [==============================] - 0s 12ms/step >75, 56/693, d1=0.417, d2=0.296 g=3.852 2/2 [==============================] - 0s 12ms/step >75, 57/693, d1=0.392, d2=0.407 g=3.941 2/2 [==============================] - 0s 12ms/step >75, 58/693, d1=0.274, d2=0.380 g=6.172 2/2 [==============================] - 0s 11ms/step >75, 59/693, d1=0.472, d2=0.229 g=5.401 2/2 [==============================] - 0s 11ms/step >75, 60/693, d1=0.521, d2=0.419 g=5.025 2/2 [==============================] - 0s 10ms/step >75, 61/693, d1=0.353, d2=0.293 g=4.972 2/2 [==============================] - 0s 11ms/step >75, 62/693, d1=0.381, d2=0.282 g=3.699 2/2 [==============================] - 0s 12ms/step >75, 63/693, d1=0.419, d2=0.338 g=5.162 2/2 [==============================] - 0s 12ms/step >75, 64/693, d1=0.308, d2=0.338 g=3.269 2/2 [==============================] - 0s 11ms/step >75, 65/693, d1=0.306, d2=0.256 g=4.826 2/2 [==============================] - 0s 13ms/step >75, 66/693, d1=0.340, d2=0.419 g=3.276 2/2 [==============================] - 0s 12ms/step >75, 67/693, d1=0.478, d2=0.315 g=3.594 2/2 [==============================] - 0s 11ms/step >75, 68/693, d1=0.417, d2=0.293 g=5.572 2/2 [==============================] - 0s 12ms/step >75, 69/693, d1=0.460, d2=0.318 g=3.628 2/2 [==============================] - 0s 13ms/step >75, 70/693, d1=0.334, d2=0.436 g=4.598 2/2 [==============================] - 0s 11ms/step >75, 71/693, d1=0.364, d2=0.288 g=4.763 2/2 [==============================] - 0s 13ms/step >75, 72/693, d1=0.363, d2=0.359 g=3.242 2/2 [==============================] - 0s 12ms/step >75, 73/693, d1=0.325, d2=0.331 g=3.922 2/2 [==============================] - 0s 12ms/step >75, 74/693, d1=0.491, d2=0.279 g=2.790 2/2 [==============================] - 0s 12ms/step >75, 75/693, d1=0.413, d2=0.466 g=5.567 2/2 [==============================] - 0s 13ms/step >75, 76/693, d1=0.471, d2=0.302 g=4.889 2/2 [==============================] - 0s 12ms/step >75, 77/693, d1=0.401, d2=0.341 g=2.835 2/2 [==============================] - 0s 12ms/step >75, 78/693, d1=0.460, d2=0.266 g=2.843 2/2 [==============================] - 0s 11ms/step >75, 79/693, d1=0.537, d2=0.423 g=4.337 2/2 [==============================] - 0s 12ms/step >75, 80/693, d1=0.466, d2=0.453 g=2.771 2/2 [==============================] - 0s 11ms/step >75, 81/693, d1=0.268, d2=0.337 g=5.498 2/2 [==============================] - 0s 11ms/step >75, 82/693, d1=0.317, d2=0.394 g=4.390 2/2 [==============================] - 0s 12ms/step >75, 83/693, d1=0.429, d2=0.299 g=4.682 2/2 [==============================] - 0s 12ms/step >75, 84/693, d1=0.406, d2=0.268 g=3.832 2/2 [==============================] - 0s 11ms/step >75, 85/693, d1=0.409, d2=0.280 g=3.938 2/2 [==============================] - 0s 15ms/step >75, 86/693, d1=0.351, d2=0.384 g=2.208 2/2 [==============================] - 0s 12ms/step >75, 87/693, d1=0.389, d2=0.318 g=4.791 2/2 [==============================] - 0s 11ms/step >75, 88/693, d1=0.377, d2=0.440 g=3.386 2/2 [==============================] - 0s 12ms/step >75, 89/693, d1=0.408, d2=0.268 g=4.087 2/2 [==============================] - 0s 13ms/step >75, 90/693, d1=0.287, d2=0.384 g=5.815 2/2 [==============================] - 0s 11ms/step >75, 91/693, d1=0.485, d2=0.218 g=4.697 2/2 [==============================] - 0s 12ms/step >75, 92/693, d1=0.468, d2=0.281 g=3.421 2/2 [==============================] - 0s 12ms/step >75, 93/693, d1=0.247, d2=0.351 g=3.144 2/2 [==============================] - 0s 13ms/step >75, 94/693, d1=0.486, d2=0.246 g=4.500 2/2 [==============================] - 0s 11ms/step >75, 95/693, d1=0.416, d2=0.354 g=3.680 2/2 [==============================] - 0s 12ms/step >75, 96/693, d1=0.364, d2=0.352 g=3.197 2/2 [==============================] - 0s 13ms/step >75, 97/693, d1=0.669, d2=0.320 g=3.441 2/2 [==============================] - 0s 12ms/step >75, 98/693, d1=0.285, d2=0.404 g=4.046 2/2 [==============================] - 0s 12ms/step >75, 99/693, d1=0.405, d2=0.367 g=4.566 2/2 [==============================] - 0s 12ms/step >75, 100/693, d1=0.487, d2=0.302 g=3.170 2/2 [==============================] - 0s 12ms/step >75, 101/693, d1=0.545, d2=0.307 g=2.657 2/2 [==============================] - 0s 12ms/step >75, 102/693, d1=0.335, d2=0.280 g=3.129 2/2 [==============================] - 0s 13ms/step >75, 103/693, d1=0.492, d2=0.408 g=5.182 2/2 [==============================] - 0s 12ms/step >75, 104/693, d1=0.436, d2=0.316 g=2.747 2/2 [==============================] - 0s 13ms/step >75, 105/693, d1=0.372, d2=0.431 g=4.550 2/2 [==============================] - 0s 11ms/step >75, 106/693, d1=0.482, d2=0.411 g=3.234 2/2 [==============================] - 0s 13ms/step >75, 107/693, d1=0.410, d2=0.272 g=4.324 2/2 [==============================] - 0s 11ms/step >75, 108/693, d1=0.431, d2=0.329 g=4.240 2/2 [==============================] - 0s 13ms/step >75, 109/693, d1=0.287, d2=0.336 g=5.142 2/2 [==============================] - 0s 11ms/step >75, 110/693, d1=0.399, d2=0.321 g=3.510 2/2 [==============================] - 0s 12ms/step >75, 111/693, d1=0.485, d2=0.269 g=4.407 2/2 [==============================] - 0s 12ms/step >75, 112/693, d1=0.515, d2=0.311 g=3.623 2/2 [==============================] - 0s 12ms/step >75, 113/693, d1=0.344, d2=0.467 g=3.488 2/2 [==============================] - 0s 12ms/step >75, 114/693, d1=0.295, d2=0.374 g=3.290 2/2 [==============================] - 0s 11ms/step >75, 115/693, d1=0.466, d2=0.357 g=2.770 2/2 [==============================] - 0s 12ms/step >75, 116/693, d1=0.343, d2=0.279 g=4.008 2/2 [==============================] - 0s 12ms/step >75, 117/693, d1=0.477, d2=0.344 g=3.594 2/2 [==============================] - 0s 14ms/step >75, 118/693, d1=0.360, d2=0.291 g=3.026 2/2 [==============================] - 0s 13ms/step >75, 119/693, d1=0.378, d2=0.348 g=3.379 2/2 [==============================] - 0s 12ms/step >75, 120/693, d1=0.335, d2=0.395 g=2.173 2/2 [==============================] - 0s 12ms/step >75, 121/693, d1=0.498, d2=0.248 g=3.635 2/2 [==============================] - 0s 12ms/step >75, 122/693, d1=0.438, d2=0.312 g=4.695 2/2 [==============================] - 0s 11ms/step >75, 123/693, d1=0.346, d2=0.334 g=3.887 2/2 [==============================] - 0s 15ms/step >75, 124/693, d1=0.326, d2=0.451 g=4.435 2/2 [==============================] - 0s 12ms/step >75, 125/693, d1=0.558, d2=0.360 g=4.894 2/2 [==============================] - 0s 11ms/step >75, 126/693, d1=0.447, d2=0.300 g=2.800 2/2 [==============================] - 0s 12ms/step >75, 127/693, d1=0.452, d2=0.440 g=4.349 2/2 [==============================] - 0s 12ms/step >75, 128/693, d1=0.469, d2=0.291 g=4.538 2/2 [==============================] - 0s 13ms/step >75, 129/693, d1=0.491, d2=0.449 g=4.612 2/2 [==============================] - 0s 13ms/step >75, 130/693, d1=0.309, d2=0.361 g=4.944 2/2 [==============================] - 0s 12ms/step >75, 131/693, d1=0.372, d2=0.342 g=4.384 2/2 [==============================] - 0s 12ms/step >75, 132/693, d1=0.380, d2=0.286 g=2.196 2/2 [==============================] - 0s 12ms/step >75, 133/693, d1=0.399, d2=0.327 g=4.258 2/2 [==============================] - 0s 12ms/step >75, 134/693, d1=0.330, d2=0.371 g=3.196 2/2 [==============================] - 0s 11ms/step >75, 135/693, d1=0.395, d2=0.382 g=2.548 2/2 [==============================] - 0s 11ms/step >75, 136/693, d1=0.409, d2=0.332 g=4.116 2/2 [==============================] - 0s 13ms/step >75, 137/693, d1=0.403, d2=0.316 g=5.487 2/2 [==============================] - 0s 12ms/step >75, 138/693, d1=0.567, d2=0.320 g=3.459 2/2 [==============================] - 0s 12ms/step >75, 139/693, d1=0.564, d2=0.205 g=3.779 2/2 [==============================] - 0s 15ms/step >75, 140/693, d1=0.476, d2=0.372 g=3.186 2/2 [==============================] - 0s 12ms/step >75, 141/693, d1=0.228, d2=0.406 g=2.518 2/2 [==============================] - 0s 13ms/step >75, 142/693, d1=0.326, d2=0.296 g=5.292 2/2 [==============================] - 0s 12ms/step >75, 143/693, d1=0.428, d2=0.337 g=3.685 2/2 [==============================] - 0s 13ms/step >75, 144/693, d1=0.376, d2=0.252 g=3.780 2/2 [==============================] - 0s 12ms/step >75, 145/693, d1=0.386, d2=0.337 g=3.288 2/2 [==============================] - 0s 11ms/step >75, 146/693, d1=0.762, d2=0.305 g=3.559 2/2 [==============================] - 0s 12ms/step >75, 147/693, d1=0.233, d2=0.307 g=3.667 2/2 [==============================] - 0s 12ms/step >75, 148/693, d1=0.307, d2=0.375 g=2.538 2/2 [==============================] - 0s 14ms/step >75, 149/693, d1=0.380, d2=0.269 g=3.843 2/2 [==============================] - 0s 13ms/step >75, 150/693, d1=0.375, d2=0.263 g=2.807 2/2 [==============================] - 0s 12ms/step >75, 151/693, d1=0.452, d2=0.371 g=4.273 2/2 [==============================] - 0s 11ms/step >75, 152/693, d1=0.410, d2=0.355 g=2.889 2/2 [==============================] - 0s 10ms/step >75, 153/693, d1=0.348, d2=0.318 g=4.362 2/2 [==============================] - 0s 13ms/step >75, 154/693, d1=0.410, d2=0.304 g=5.602 2/2 [==============================] - 0s 12ms/step >75, 155/693, d1=0.415, d2=0.380 g=3.730 2/2 [==============================] - 0s 11ms/step >75, 156/693, d1=0.582, d2=0.330 g=4.193 2/2 [==============================] - 0s 12ms/step >75, 157/693, d1=0.326, d2=0.329 g=6.647 2/2 [==============================] - 0s 12ms/step >75, 158/693, d1=0.486, d2=0.344 g=4.323 2/2 [==============================] - 0s 14ms/step >75, 159/693, d1=0.392, d2=0.299 g=5.189 2/2 [==============================] - 0s 11ms/step >75, 160/693, d1=0.376, d2=0.353 g=3.114 2/2 [==============================] - 0s 12ms/step >75, 161/693, d1=0.307, d2=0.269 g=3.762 2/2 [==============================] - 0s 11ms/step >75, 162/693, d1=0.425, d2=0.317 g=4.527 2/2 [==============================] - 0s 14ms/step >75, 163/693, d1=0.320, d2=0.325 g=4.182 2/2 [==============================] - 0s 12ms/step >75, 164/693, d1=0.482, d2=0.412 g=4.607 2/2 [==============================] - 0s 13ms/step >75, 165/693, d1=0.205, d2=0.296 g=5.907 2/2 [==============================] - 0s 12ms/step >75, 166/693, d1=0.430, d2=0.347 g=4.748 2/2 [==============================] - 0s 11ms/step >75, 167/693, d1=0.345, d2=0.273 g=5.348 2/2 [==============================] - 0s 11ms/step >75, 168/693, d1=0.313, d2=0.467 g=2.512 2/2 [==============================] - 0s 12ms/step >75, 169/693, d1=0.445, d2=0.294 g=4.753 2/2 [==============================] - 0s 12ms/step >75, 170/693, d1=0.599, d2=0.307 g=3.999 2/2 [==============================] - 0s 11ms/step >75, 171/693, d1=0.515, d2=0.289 g=3.009 2/2 [==============================] - 0s 12ms/step >75, 172/693, d1=0.397, d2=0.372 g=3.956 2/2 [==============================] - 0s 11ms/step >75, 173/693, d1=0.433, d2=0.338 g=2.805 2/2 [==============================] - 0s 12ms/step >75, 174/693, d1=0.310, d2=0.423 g=3.296 2/2 [==============================] - 0s 11ms/step >75, 175/693, d1=0.326, d2=0.410 g=3.549 2/2 [==============================] - 0s 13ms/step >75, 176/693, d1=0.474, d2=0.459 g=4.949 2/2 [==============================] - 0s 12ms/step >75, 177/693, d1=0.453, d2=0.317 g=4.451 2/2 [==============================] - 0s 12ms/step >75, 178/693, d1=0.558, d2=0.370 g=3.589 2/2 [==============================] - 0s 13ms/step >75, 179/693, d1=0.314, d2=0.322 g=4.677 2/2 [==============================] - 0s 14ms/step >75, 180/693, d1=0.474, d2=0.345 g=5.048 2/2 [==============================] - 0s 12ms/step >75, 181/693, d1=0.404, d2=0.305 g=4.822 2/2 [==============================] - 0s 12ms/step >75, 182/693, d1=0.362, d2=0.231 g=5.475 2/2 [==============================] - 0s 13ms/step >75, 183/693, d1=0.370, d2=0.414 g=4.512 2/2 [==============================] - 0s 12ms/step >75, 184/693, d1=0.198, d2=0.257 g=4.704 2/2 [==============================] - 0s 11ms/step >75, 185/693, d1=0.424, d2=0.292 g=4.513 2/2 [==============================] - 0s 12ms/step >75, 186/693, d1=0.374, d2=0.221 g=3.301 2/2 [==============================] - 0s 13ms/step >75, 187/693, d1=0.458, d2=0.460 g=3.322 2/2 [==============================] - 0s 12ms/step >75, 188/693, d1=0.454, d2=0.341 g=2.767 2/2 [==============================] - 0s 12ms/step >75, 189/693, d1=0.546, d2=0.280 g=4.672 2/2 [==============================] - 0s 11ms/step >75, 190/693, d1=0.401, d2=0.370 g=2.773 2/2 [==============================] - 0s 11ms/step >75, 191/693, d1=0.449, d2=0.291 g=3.170 2/2 [==============================] - 0s 13ms/step >75, 192/693, d1=0.268, d2=0.303 g=3.025 2/2 [==============================] - 0s 12ms/step >75, 193/693, d1=0.418, d2=0.321 g=4.024 2/2 [==============================] - 0s 12ms/step >75, 194/693, d1=0.369, d2=0.493 g=6.209 2/2 [==============================] - 0s 12ms/step >75, 195/693, d1=0.530, d2=0.252 g=4.201 2/2 [==============================] - 0s 12ms/step >75, 196/693, d1=0.407, d2=0.306 g=3.557 2/2 [==============================] - 0s 12ms/step >75, 197/693, d1=0.510, d2=0.390 g=4.372 2/2 [==============================] - 0s 12ms/step >75, 198/693, d1=0.341, d2=0.487 g=2.796 2/2 [==============================] - 0s 11ms/step >75, 199/693, d1=0.414, d2=0.368 g=2.867 2/2 [==============================] - 0s 12ms/step >75, 200/693, d1=0.540, d2=0.338 g=4.487 2/2 [==============================] - 0s 11ms/step >75, 201/693, d1=0.401, d2=0.380 g=2.920 2/2 [==============================] - 0s 13ms/step >75, 202/693, d1=0.456, d2=0.392 g=3.689 2/2 [==============================] - 0s 11ms/step >75, 203/693, d1=0.437, d2=0.285 g=2.519 2/2 [==============================] - 0s 12ms/step >75, 204/693, d1=0.419, d2=0.304 g=4.272 2/2 [==============================] - 0s 11ms/step >75, 205/693, d1=0.453, d2=0.500 g=3.336 2/2 [==============================] - 0s 13ms/step >75, 206/693, d1=0.354, d2=0.297 g=4.472 2/2 [==============================] - 0s 13ms/step >75, 207/693, d1=0.490, d2=0.377 g=3.800 2/2 [==============================] - 0s 11ms/step >75, 208/693, d1=0.521, d2=0.274 g=3.242 2/2 [==============================] - 0s 12ms/step >75, 209/693, d1=0.308, d2=0.361 g=5.615 2/2 [==============================] - 0s 12ms/step >75, 210/693, d1=0.529, d2=0.239 g=4.687 2/2 [==============================] - 0s 12ms/step >75, 211/693, d1=0.324, d2=0.365 g=5.114 2/2 [==============================] - 0s 12ms/step >75, 212/693, d1=0.310, d2=0.340 g=3.638 2/2 [==============================] - 0s 12ms/step >75, 213/693, d1=0.261, d2=0.368 g=3.003 2/2 [==============================] - 0s 13ms/step >75, 214/693, d1=0.405, d2=0.259 g=3.111 2/2 [==============================] - 0s 11ms/step >75, 215/693, d1=0.451, d2=0.382 g=2.851 2/2 [==============================] - 0s 12ms/step >75, 216/693, d1=0.300, d2=0.285 g=4.409 2/2 [==============================] - 0s 13ms/step >75, 217/693, d1=0.483, d2=0.354 g=4.390 2/2 [==============================] - 0s 14ms/step >75, 218/693, d1=0.552, d2=0.459 g=3.731 2/2 [==============================] - 0s 13ms/step >75, 219/693, d1=0.312, d2=0.355 g=4.294 2/2 [==============================] - 0s 15ms/step >75, 220/693, d1=0.451, d2=0.382 g=4.067 2/2 [==============================] - 0s 14ms/step >75, 221/693, d1=0.464, d2=0.236 g=3.549 2/2 [==============================] - 0s 11ms/step >75, 222/693, d1=0.508, d2=0.209 g=3.903 2/2 [==============================] - 0s 11ms/step >75, 223/693, d1=0.406, d2=0.390 g=2.886 2/2 [==============================] - 0s 12ms/step >75, 224/693, d1=0.313, d2=0.352 g=2.925 2/2 [==============================] - 0s 11ms/step >75, 225/693, d1=0.451, d2=0.376 g=2.612 2/2 [==============================] - 0s 12ms/step >75, 226/693, d1=0.343, d2=0.271 g=5.390 2/2 [==============================] - 0s 13ms/step >75, 227/693, d1=0.527, d2=0.335 g=3.869 2/2 [==============================] - 0s 11ms/step >75, 228/693, d1=0.332, d2=0.495 g=2.622 2/2 [==============================] - 0s 12ms/step >75, 229/693, d1=0.471, d2=0.316 g=3.580 2/2 [==============================] - 0s 14ms/step >75, 230/693, d1=0.518, d2=0.266 g=2.580 2/2 [==============================] - 0s 12ms/step >75, 231/693, d1=0.379, d2=0.417 g=4.356 2/2 [==============================] - 0s 13ms/step >75, 232/693, d1=0.264, d2=0.366 g=3.375 2/2 [==============================] - 0s 12ms/step >75, 233/693, d1=0.412, d2=0.267 g=3.413 2/2 [==============================] - 0s 13ms/step >75, 234/693, d1=0.532, d2=0.383 g=3.213 2/2 [==============================] - 0s 11ms/step >75, 235/693, d1=0.262, d2=0.294 g=4.490 2/2 [==============================] - 0s 12ms/step >75, 236/693, d1=0.301, d2=0.345 g=3.440 2/2 [==============================] - 0s 12ms/step >75, 237/693, d1=0.340, d2=0.313 g=4.551 2/2 [==============================] - 0s 11ms/step >75, 238/693, d1=0.351, d2=0.258 g=3.867 2/2 [==============================] - 0s 12ms/step >75, 239/693, d1=0.357, d2=0.309 g=4.553 2/2 [==============================] - 0s 13ms/step >75, 240/693, d1=0.282, d2=0.263 g=2.623 2/2 [==============================] - 0s 13ms/step >75, 241/693, d1=0.426, d2=0.331 g=2.789 2/2 [==============================] - 0s 11ms/step >75, 242/693, d1=0.464, d2=0.333 g=2.711 2/2 [==============================] - 0s 12ms/step >75, 243/693, d1=0.468, d2=0.374 g=4.901 2/2 [==============================] - 0s 12ms/step >75, 244/693, d1=0.368, d2=0.331 g=2.622 2/2 [==============================] - 0s 11ms/step >75, 245/693, d1=0.473, d2=0.428 g=5.866 2/2 [==============================] - 0s 13ms/step >75, 246/693, d1=0.476, d2=0.320 g=4.889 2/2 [==============================] - 0s 11ms/step >75, 247/693, d1=0.511, d2=0.297 g=5.270 2/2 [==============================] - 0s 11ms/step >75, 248/693, d1=0.501, d2=0.308 g=3.514 2/2 [==============================] - 0s 14ms/step >75, 249/693, d1=0.255, d2=0.264 g=2.621 2/2 [==============================] - 0s 13ms/step >75, 250/693, d1=0.608, d2=0.377 g=3.017 2/2 [==============================] - 0s 13ms/step >75, 251/693, d1=0.483, d2=0.350 g=4.075 2/2 [==============================] - 0s 13ms/step >75, 252/693, d1=0.343, d2=0.293 g=3.207 2/2 [==============================] - 0s 13ms/step >75, 253/693, d1=0.414, d2=0.335 g=4.231 2/2 [==============================] - 0s 11ms/step >75, 254/693, d1=0.241, d2=0.377 g=5.511 2/2 [==============================] - 0s 12ms/step >75, 255/693, d1=0.297, d2=0.352 g=3.351 2/2 [==============================] - 0s 12ms/step >75, 256/693, d1=0.445, d2=0.455 g=4.200 2/2 [==============================] - 0s 11ms/step >75, 257/693, d1=0.553, d2=0.245 g=3.559 2/2 [==============================] - 0s 12ms/step >75, 258/693, d1=0.434, d2=0.294 g=3.277 2/2 [==============================] - 0s 12ms/step >75, 259/693, d1=0.322, d2=0.352 g=4.357 2/2 [==============================] - 0s 11ms/step >75, 260/693, d1=0.393, d2=0.298 g=4.532 2/2 [==============================] - 0s 13ms/step >75, 261/693, d1=0.354, d2=0.207 g=3.061 2/2 [==============================] - 0s 13ms/step >75, 262/693, d1=0.302, d2=0.447 g=3.506 2/2 [==============================] - 0s 12ms/step >75, 263/693, d1=0.472, d2=0.296 g=2.600 2/2 [==============================] - 0s 12ms/step >75, 264/693, d1=0.400, d2=0.351 g=3.586 2/2 [==============================] - 0s 12ms/step >75, 265/693, d1=0.442, d2=0.322 g=3.661 2/2 [==============================] - 0s 12ms/step >75, 266/693, d1=0.317, d2=0.278 g=3.046 2/2 [==============================] - 0s 13ms/step >75, 267/693, d1=0.354, d2=0.268 g=4.985 2/2 [==============================] - 0s 14ms/step >75, 268/693, d1=0.253, d2=0.513 g=2.954 2/2 [==============================] - 0s 13ms/step >75, 269/693, d1=0.459, d2=0.381 g=4.280 2/2 [==============================] - 0s 14ms/step >75, 270/693, d1=0.525, d2=0.384 g=3.619 2/2 [==============================] - 0s 12ms/step >75, 271/693, d1=0.245, d2=0.295 g=3.576 2/2 [==============================] - 0s 12ms/step >75, 272/693, d1=0.483, d2=0.375 g=4.450 2/2 [==============================] - 0s 14ms/step >75, 273/693, d1=0.425, d2=0.248 g=3.391 2/2 [==============================] - 0s 12ms/step >75, 274/693, d1=0.575, d2=0.247 g=3.784 2/2 [==============================] - 0s 11ms/step >75, 275/693, d1=0.373, d2=0.340 g=2.978 2/2 [==============================] - 0s 13ms/step >75, 276/693, d1=0.464, d2=0.445 g=4.992 2/2 [==============================] - 0s 11ms/step >75, 277/693, d1=0.457, d2=0.296 g=5.451 2/2 [==============================] - 0s 11ms/step >75, 278/693, d1=0.364, d2=0.332 g=2.810 2/2 [==============================] - 0s 11ms/step >75, 279/693, d1=0.288, d2=0.373 g=3.371 2/2 [==============================] - 0s 12ms/step >75, 280/693, d1=0.407, d2=0.320 g=2.811 2/2 [==============================] - 0s 12ms/step >75, 281/693, d1=0.547, d2=0.364 g=2.606 2/2 [==============================] - 0s 12ms/step >75, 282/693, d1=0.405, d2=0.364 g=3.631 2/2 [==============================] - 0s 11ms/step >75, 283/693, d1=0.349, d2=0.347 g=5.908 2/2 [==============================] - 0s 11ms/step >75, 284/693, d1=0.492, d2=0.363 g=3.940 2/2 [==============================] - 0s 15ms/step >75, 285/693, d1=0.399, d2=0.361 g=2.761 2/2 [==============================] - 0s 13ms/step >75, 286/693, d1=0.306, d2=0.456 g=3.206 2/2 [==============================] - 0s 12ms/step >75, 287/693, d1=0.513, d2=0.359 g=3.732 2/2 [==============================] - 0s 12ms/step >75, 288/693, d1=0.390, d2=0.237 g=5.171 2/2 [==============================] - 0s 12ms/step >75, 289/693, d1=0.311, d2=0.307 g=3.795 2/2 [==============================] - 0s 12ms/step >75, 290/693, d1=0.362, d2=0.343 g=4.016 2/2 [==============================] - 0s 12ms/step >75, 291/693, d1=0.445, d2=0.319 g=4.057 2/2 [==============================] - 0s 13ms/step >75, 292/693, d1=0.283, d2=0.301 g=3.059 2/2 [==============================] - 0s 12ms/step >75, 293/693, d1=0.433, d2=0.294 g=4.372 2/2 [==============================] - 0s 12ms/step >75, 294/693, d1=0.407, d2=0.304 g=4.384 2/2 [==============================] - 0s 11ms/step >75, 295/693, d1=0.408, d2=0.279 g=3.711 2/2 [==============================] - 0s 12ms/step >75, 296/693, d1=0.403, d2=0.333 g=4.062 2/2 [==============================] - 0s 12ms/step >75, 297/693, d1=0.393, d2=0.275 g=3.405 2/2 [==============================] - 0s 12ms/step >75, 298/693, d1=0.357, d2=0.412 g=5.097 2/2 [==============================] - 0s 11ms/step >75, 299/693, d1=0.427, d2=0.359 g=4.389 2/2 [==============================] - 0s 12ms/step >75, 300/693, d1=0.480, d2=0.329 g=2.061 2/2 [==============================] - 0s 11ms/step >75, 301/693, d1=0.456, d2=0.305 g=2.243 2/2 [==============================] - 0s 14ms/step >75, 302/693, d1=0.368, d2=0.435 g=4.770 2/2 [==============================] - 0s 12ms/step >75, 303/693, d1=0.378, d2=0.339 g=4.733 2/2 [==============================] - 0s 11ms/step >75, 304/693, d1=0.445, d2=0.302 g=2.689 2/2 [==============================] - 0s 12ms/step >75, 305/693, d1=0.576, d2=0.352 g=4.337 2/2 [==============================] - 0s 11ms/step >75, 306/693, d1=0.429, d2=0.384 g=5.589 2/2 [==============================] - 0s 11ms/step >75, 307/693, d1=0.388, d2=0.348 g=5.537 2/2 [==============================] - 0s 12ms/step >75, 308/693, d1=0.295, d2=0.331 g=4.825 2/2 [==============================] - 0s 11ms/step >75, 309/693, d1=0.462, d2=0.270 g=5.411 2/2 [==============================] - 0s 12ms/step >75, 310/693, d1=0.325, d2=0.281 g=3.806 2/2 [==============================] - 0s 11ms/step >75, 311/693, d1=0.372, d2=0.289 g=4.418 2/2 [==============================] - 0s 13ms/step >75, 312/693, d1=0.453, d2=0.396 g=5.210 2/2 [==============================] - 0s 12ms/step >75, 313/693, d1=0.413, d2=0.259 g=4.744 2/2 [==============================] - 0s 12ms/step >75, 314/693, d1=0.404, d2=0.432 g=5.414 2/2 [==============================] - 0s 13ms/step >75, 315/693, d1=0.362, d2=0.277 g=3.842 2/2 [==============================] - 0s 11ms/step >75, 316/693, d1=0.266, d2=0.273 g=4.749 2/2 [==============================] - 0s 12ms/step >75, 317/693, d1=0.342, d2=0.325 g=4.155 2/2 [==============================] - 0s 13ms/step >75, 318/693, d1=0.439, d2=0.248 g=4.076 2/2 [==============================] - 0s 12ms/step >75, 319/693, d1=0.491, d2=0.288 g=2.504 2/2 [==============================] - 0s 13ms/step >75, 320/693, d1=0.288, d2=0.308 g=4.189 2/2 [==============================] - 0s 12ms/step >75, 321/693, d1=0.345, d2=0.269 g=3.346 2/2 [==============================] - 0s 13ms/step >75, 322/693, d1=0.405, d2=0.367 g=3.322 2/2 [==============================] - 0s 12ms/step >75, 323/693, d1=0.302, d2=0.411 g=2.628 2/2 [==============================] - 0s 11ms/step >75, 324/693, d1=0.534, d2=0.365 g=3.595 2/2 [==============================] - 0s 12ms/step >75, 325/693, d1=0.325, d2=0.354 g=5.848 2/2 [==============================] - 0s 13ms/step >75, 326/693, d1=0.555, d2=0.287 g=4.268 2/2 [==============================] - 0s 12ms/step >75, 327/693, d1=0.389, d2=0.277 g=3.714 2/2 [==============================] - 0s 13ms/step >75, 328/693, d1=0.220, d2=0.286 g=4.177 2/2 [==============================] - 0s 12ms/step >75, 329/693, d1=0.415, d2=0.359 g=4.561 2/2 [==============================] - 0s 12ms/step >75, 330/693, d1=0.278, d2=0.415 g=4.481 2/2 [==============================] - 0s 11ms/step >75, 331/693, d1=0.664, d2=0.311 g=4.227 2/2 [==============================] - 0s 12ms/step >75, 332/693, d1=0.426, d2=0.375 g=3.343 2/2 [==============================] - 0s 11ms/step >75, 333/693, d1=0.424, d2=0.303 g=3.704 2/2 [==============================] - 0s 12ms/step >75, 334/693, d1=0.371, d2=0.355 g=3.281 2/2 [==============================] - 0s 12ms/step >75, 335/693, d1=0.413, d2=0.421 g=2.925 2/2 [==============================] - 0s 12ms/step >75, 336/693, d1=0.371, d2=0.304 g=3.683 2/2 [==============================] - 0s 12ms/step >75, 337/693, d1=0.376, d2=0.303 g=4.755 2/2 [==============================] - 0s 12ms/step >75, 338/693, d1=0.313, d2=0.231 g=3.947 2/2 [==============================] - 0s 13ms/step >75, 339/693, d1=0.457, d2=0.343 g=2.925 2/2 [==============================] - 0s 12ms/step >75, 340/693, d1=0.444, d2=0.551 g=4.330 2/2 [==============================] - 0s 12ms/step >75, 341/693, d1=0.466, d2=0.319 g=3.644 2/2 [==============================] - 0s 12ms/step >75, 342/693, d1=0.468, d2=0.293 g=2.378 2/2 [==============================] - 0s 14ms/step >75, 343/693, d1=0.400, d2=0.436 g=2.257 2/2 [==============================] - 0s 12ms/step >75, 344/693, d1=0.276, d2=0.277 g=3.075 2/2 [==============================] - 0s 11ms/step >75, 345/693, d1=0.275, d2=0.317 g=3.158 2/2 [==============================] - 0s 13ms/step >75, 346/693, d1=0.384, d2=0.296 g=4.249 2/2 [==============================] - 0s 12ms/step >75, 347/693, d1=0.335, d2=0.275 g=3.495 2/2 [==============================] - 0s 12ms/step >75, 348/693, d1=0.433, d2=0.290 g=4.582 2/2 [==============================] - 0s 12ms/step >75, 349/693, d1=0.313, d2=0.329 g=2.833 2/2 [==============================] - 0s 12ms/step >75, 350/693, d1=0.390, d2=0.354 g=3.483 2/2 [==============================] - 0s 12ms/step >75, 351/693, d1=0.482, d2=0.282 g=3.151 2/2 [==============================] - 0s 12ms/step >75, 352/693, d1=0.623, d2=0.433 g=3.024 2/2 [==============================] - 0s 14ms/step >75, 353/693, d1=0.296, d2=0.252 g=2.253 2/2 [==============================] - 0s 11ms/step >75, 354/693, d1=0.402, d2=0.392 g=3.345 2/2 [==============================] - 0s 10ms/step >75, 355/693, d1=0.369, d2=0.391 g=3.265 2/2 [==============================] - 0s 13ms/step >75, 356/693, d1=0.461, d2=0.373 g=4.376 2/2 [==============================] - 0s 13ms/step >75, 357/693, d1=0.386, d2=0.286 g=3.506 2/2 [==============================] - 0s 13ms/step >75, 358/693, d1=0.401, d2=0.365 g=4.992 2/2 [==============================] - 0s 12ms/step >75, 359/693, d1=0.587, d2=0.335 g=3.285 2/2 [==============================] - 0s 11ms/step >75, 360/693, d1=0.517, d2=0.302 g=3.275 2/2 [==============================] - 0s 12ms/step >75, 361/693, d1=0.425, d2=0.494 g=2.230 2/2 [==============================] - 0s 11ms/step >75, 362/693, d1=0.394, d2=0.458 g=3.763 2/2 [==============================] - 0s 11ms/step >75, 363/693, d1=0.435, d2=0.279 g=2.660 2/2 [==============================] - 0s 11ms/step >75, 364/693, d1=0.390, d2=0.340 g=2.958 2/2 [==============================] - 0s 11ms/step >75, 365/693, d1=0.323, d2=0.386 g=4.529 2/2 [==============================] - 0s 12ms/step >75, 366/693, d1=0.427, d2=0.269 g=4.620 2/2 [==============================] - 0s 12ms/step >75, 367/693, d1=0.355, d2=0.330 g=3.568 2/2 [==============================] - 0s 11ms/step >75, 368/693, d1=0.397, d2=0.340 g=5.338 2/2 [==============================] - 0s 12ms/step >75, 369/693, d1=0.549, d2=0.358 g=3.536 2/2 [==============================] - 0s 12ms/step >75, 370/693, d1=0.429, d2=0.404 g=5.035 2/2 [==============================] - 0s 11ms/step >75, 371/693, d1=0.603, d2=0.343 g=4.391 2/2 [==============================] - 0s 12ms/step >75, 372/693, d1=0.259, d2=0.346 g=5.980 2/2 [==============================] - 0s 12ms/step >75, 373/693, d1=0.438, d2=0.253 g=5.746 2/2 [==============================] - 0s 12ms/step >75, 374/693, d1=0.328, d2=0.355 g=3.389 2/2 [==============================] - 0s 12ms/step >75, 375/693, d1=0.403, d2=0.354 g=3.243 2/2 [==============================] - 0s 12ms/step >75, 376/693, d1=0.361, d2=0.306 g=3.483 2/2 [==============================] - 0s 12ms/step >75, 377/693, d1=0.400, d2=0.253 g=2.779 2/2 [==============================] - 0s 14ms/step >75, 378/693, d1=0.311, d2=0.315 g=4.898 2/2 [==============================] - 0s 12ms/step >75, 379/693, d1=0.395, d2=0.401 g=4.232 2/2 [==============================] - 0s 11ms/step >75, 380/693, d1=0.430, d2=0.377 g=4.501 2/2 [==============================] - 0s 11ms/step >75, 381/693, d1=0.457, d2=0.279 g=2.545 2/2 [==============================] - 0s 13ms/step >75, 382/693, d1=0.355, d2=0.311 g=4.076 2/2 [==============================] - 0s 12ms/step >75, 383/693, d1=0.447, d2=0.277 g=4.428 2/2 [==============================] - 0s 13ms/step >75, 384/693, d1=0.529, d2=0.244 g=3.568 2/2 [==============================] - 0s 12ms/step >75, 385/693, d1=0.474, d2=0.270 g=2.971 2/2 [==============================] - 0s 12ms/step >75, 386/693, d1=0.272, d2=0.347 g=4.144 2/2 [==============================] - 0s 12ms/step >75, 387/693, d1=0.276, d2=0.354 g=3.993 2/2 [==============================] - 0s 11ms/step >75, 388/693, d1=0.342, d2=0.301 g=3.544 2/2 [==============================] - 0s 11ms/step >75, 389/693, d1=0.640, d2=0.333 g=3.219 2/2 [==============================] - 0s 12ms/step >75, 390/693, d1=0.398, d2=0.284 g=3.738 2/2 [==============================] - 0s 13ms/step >75, 391/693, d1=0.494, d2=0.356 g=3.521 2/2 [==============================] - 0s 13ms/step >75, 392/693, d1=0.393, d2=0.336 g=3.528 2/2 [==============================] - 0s 12ms/step >75, 393/693, d1=0.463, d2=0.438 g=3.701 2/2 [==============================] - 0s 11ms/step >75, 394/693, d1=0.376, d2=0.326 g=2.250 2/2 [==============================] - 0s 12ms/step >75, 395/693, d1=0.392, d2=0.262 g=5.141 2/2 [==============================] - 0s 12ms/step >75, 396/693, d1=0.366, d2=0.329 g=3.549 2/2 [==============================] - 0s 12ms/step >75, 397/693, d1=0.399, d2=0.245 g=2.399 2/2 [==============================] - 0s 11ms/step >75, 398/693, d1=0.481, d2=0.377 g=2.988 2/2 [==============================] - 0s 12ms/step >75, 399/693, d1=0.405, d2=0.659 g=4.040 2/2 [==============================] - 0s 13ms/step >75, 400/693, d1=0.313, d2=0.215 g=2.665 2/2 [==============================] - 0s 11ms/step >75, 401/693, d1=0.364, d2=0.284 g=2.712 2/2 [==============================] - 0s 12ms/step >75, 402/693, d1=0.415, d2=0.322 g=2.986 2/2 [==============================] - 0s 13ms/step >75, 403/693, d1=0.342, d2=0.343 g=3.749 2/2 [==============================] - 0s 14ms/step >75, 404/693, d1=0.249, d2=0.275 g=4.452 2/2 [==============================] - 0s 11ms/step >75, 405/693, d1=0.368, d2=0.320 g=4.327 2/2 [==============================] - 0s 12ms/step >75, 406/693, d1=0.458, d2=0.292 g=4.211 2/2 [==============================] - 0s 12ms/step >75, 407/693, d1=0.393, d2=0.307 g=4.267 2/2 [==============================] - 0s 12ms/step >75, 408/693, d1=0.552, d2=0.273 g=4.639 2/2 [==============================] - 0s 13ms/step >75, 409/693, d1=0.424, d2=0.275 g=3.089 2/2 [==============================] - 0s 12ms/step >75, 410/693, d1=0.491, d2=0.498 g=3.840 2/2 [==============================] - 0s 12ms/step >75, 411/693, d1=0.332, d2=0.349 g=4.222 2/2 [==============================] - 0s 11ms/step >75, 412/693, d1=0.374, d2=0.341 g=4.348 2/2 [==============================] - 0s 12ms/step >75, 413/693, d1=0.387, d2=0.310 g=4.198 2/2 [==============================] - 0s 12ms/step >75, 414/693, d1=0.520, d2=0.381 g=3.390 2/2 [==============================] - 0s 12ms/step >75, 415/693, d1=0.480, d2=0.314 g=4.004 2/2 [==============================] - 0s 12ms/step >75, 416/693, d1=0.378, d2=0.398 g=3.246 2/2 [==============================] - 0s 12ms/step >75, 417/693, d1=0.296, d2=0.230 g=3.397 2/2 [==============================] - 0s 12ms/step >75, 418/693, d1=0.324, d2=0.296 g=4.173 2/2 [==============================] - 0s 12ms/step >75, 419/693, d1=0.431, d2=0.352 g=3.869 2/2 [==============================] - 0s 12ms/step >75, 420/693, d1=0.521, d2=0.403 g=5.252 2/2 [==============================] - 0s 12ms/step >75, 421/693, d1=0.339, d2=0.291 g=3.624 2/2 [==============================] - 0s 12ms/step >75, 422/693, d1=0.461, d2=0.408 g=2.931 2/2 [==============================] - 0s 11ms/step >75, 423/693, d1=0.356, d2=0.338 g=1.820 2/2 [==============================] - 0s 12ms/step >75, 424/693, d1=0.369, d2=0.348 g=3.516 2/2 [==============================] - 0s 13ms/step >75, 425/693, d1=0.373, d2=0.392 g=5.120 2/2 [==============================] - 0s 11ms/step >75, 426/693, d1=0.437, d2=0.344 g=5.432 2/2 [==============================] - 0s 12ms/step >75, 427/693, d1=0.465, d2=0.318 g=4.010 2/2 [==============================] - 0s 11ms/step >75, 428/693, d1=0.526, d2=0.274 g=3.916 2/2 [==============================] - 0s 12ms/step >75, 429/693, d1=0.272, d2=0.325 g=3.340 2/2 [==============================] - 0s 14ms/step >75, 430/693, d1=0.345, d2=0.399 g=3.055 2/2 [==============================] - 0s 12ms/step >75, 431/693, d1=0.569, d2=0.286 g=4.199 2/2 [==============================] - 0s 12ms/step >75, 432/693, d1=0.340, d2=0.325 g=1.829 2/2 [==============================] - 0s 13ms/step >75, 433/693, d1=0.485, d2=0.414 g=3.224 2/2 [==============================] - 0s 13ms/step >75, 434/693, d1=0.352, d2=0.393 g=3.547 2/2 [==============================] - 0s 11ms/step >75, 435/693, d1=0.476, d2=0.459 g=3.018 2/2 [==============================] - 0s 11ms/step >75, 436/693, d1=0.374, d2=0.299 g=3.508 2/2 [==============================] - 0s 11ms/step >75, 437/693, d1=0.296, d2=0.239 g=3.457 2/2 [==============================] - 0s 12ms/step >75, 438/693, d1=0.422, d2=0.495 g=2.986 2/2 [==============================] - 0s 13ms/step >75, 439/693, d1=0.333, d2=0.364 g=4.771 2/2 [==============================] - 0s 12ms/step >75, 440/693, d1=0.431, d2=0.233 g=4.232 2/2 [==============================] - 0s 12ms/step >75, 441/693, d1=0.501, d2=0.223 g=3.649 2/2 [==============================] - 0s 11ms/step >75, 442/693, d1=0.383, d2=0.268 g=2.819 2/2 [==============================] - 0s 12ms/step >75, 443/693, d1=0.391, d2=0.406 g=3.354 2/2 [==============================] - 0s 12ms/step >75, 444/693, d1=0.508, d2=0.293 g=3.596 2/2 [==============================] - 0s 11ms/step >75, 445/693, d1=0.515, d2=0.334 g=4.696 2/2 [==============================] - 0s 14ms/step >75, 446/693, d1=0.435, d2=0.401 g=3.446 2/2 [==============================] - 0s 14ms/step >75, 447/693, d1=0.396, d2=0.339 g=3.196 2/2 [==============================] - 0s 12ms/step >75, 448/693, d1=0.368, d2=0.274 g=4.671 2/2 [==============================] - 0s 12ms/step >75, 449/693, d1=0.318, d2=0.213 g=5.592 2/2 [==============================] - 0s 11ms/step >75, 450/693, d1=0.543, d2=0.285 g=6.743 2/2 [==============================] - 0s 12ms/step >75, 451/693, d1=0.295, d2=0.156 g=6.023 2/2 [==============================] - 0s 11ms/step >75, 452/693, d1=0.333, d2=0.204 g=4.757 2/2 [==============================] - 0s 11ms/step >75, 453/693, d1=0.179, d2=0.317 g=6.226 2/2 [==============================] - 0s 12ms/step >75, 454/693, d1=0.178, d2=0.184 g=5.139 2/2 [==============================] - 0s 11ms/step >75, 455/693, d1=0.260, d2=0.222 g=4.580 2/2 [==============================] - 0s 12ms/step >75, 456/693, d1=0.233, d2=0.299 g=5.504 2/2 [==============================] - 0s 11ms/step >75, 457/693, d1=0.265, d2=0.354 g=4.334 2/2 [==============================] - 0s 12ms/step >75, 458/693, d1=0.366, d2=0.425 g=4.864 2/2 [==============================] - 0s 15ms/step >75, 459/693, d1=0.255, d2=0.256 g=4.623 2/2 [==============================] - 0s 12ms/step >75, 460/693, d1=0.534, d2=0.296 g=5.426 2/2 [==============================] - 0s 12ms/step >75, 461/693, d1=0.319, d2=0.291 g=3.368 2/2 [==============================] - 0s 11ms/step >75, 462/693, d1=0.398, d2=0.254 g=3.918 2/2 [==============================] - 0s 14ms/step >75, 463/693, d1=0.523, d2=0.234 g=4.132 2/2 [==============================] - 0s 12ms/step >75, 464/693, d1=0.539, d2=0.350 g=3.906 2/2 [==============================] - 0s 12ms/step >75, 465/693, d1=0.313, d2=0.271 g=3.567 2/2 [==============================] - 0s 12ms/step >75, 466/693, d1=0.418, d2=0.342 g=3.199 2/2 [==============================] - 0s 14ms/step >75, 467/693, d1=0.235, d2=0.218 g=5.531 2/2 [==============================] - 0s 13ms/step >75, 468/693, d1=0.379, d2=0.247 g=3.252 2/2 [==============================] - 0s 12ms/step >75, 469/693, d1=0.450, d2=0.226 g=2.617 2/2 [==============================] - 0s 11ms/step >75, 470/693, d1=0.298, d2=0.482 g=4.459 2/2 [==============================] - 0s 13ms/step >75, 471/693, d1=0.490, d2=0.292 g=4.236 2/2 [==============================] - 0s 13ms/step >75, 472/693, d1=0.434, d2=0.373 g=4.346 2/2 [==============================] - 0s 12ms/step >75, 473/693, d1=0.353, d2=0.298 g=3.954 2/2 [==============================] - 0s 11ms/step >75, 474/693, d1=0.336, d2=0.398 g=4.884 2/2 [==============================] - 0s 12ms/step >75, 475/693, d1=0.276, d2=0.281 g=2.961 2/2 [==============================] - 0s 12ms/step >75, 476/693, d1=0.485, d2=0.299 g=3.565 2/2 [==============================] - 0s 12ms/step >75, 477/693, d1=0.331, d2=0.337 g=3.419 2/2 [==============================] - 0s 11ms/step >75, 478/693, d1=0.396, d2=0.339 g=3.411 2/2 [==============================] - 0s 11ms/step >75, 479/693, d1=0.492, d2=0.328 g=4.651 2/2 [==============================] - 0s 13ms/step >75, 480/693, d1=0.373, d2=0.297 g=4.276 2/2 [==============================] - 0s 13ms/step >75, 481/693, d1=0.476, d2=0.379 g=5.200 2/2 [==============================] - 0s 12ms/step >75, 482/693, d1=0.486, d2=0.276 g=3.539 2/2 [==============================] - 0s 11ms/step >75, 483/693, d1=0.355, d2=0.371 g=2.693 2/2 [==============================] - 0s 11ms/step >75, 484/693, d1=0.370, d2=0.257 g=2.867 2/2 [==============================] - 0s 10ms/step >75, 485/693, d1=0.262, d2=0.272 g=4.488 2/2 [==============================] - 0s 13ms/step >75, 486/693, d1=0.466, d2=0.275 g=2.978 2/2 [==============================] - 0s 12ms/step >75, 487/693, d1=0.415, d2=0.306 g=2.776 2/2 [==============================] - 0s 13ms/step >75, 488/693, d1=0.240, d2=0.420 g=2.299 2/2 [==============================] - 0s 12ms/step >75, 489/693, d1=0.316, d2=0.209 g=3.645 2/2 [==============================] - 0s 12ms/step >75, 490/693, d1=0.488, d2=0.226 g=2.319 2/2 [==============================] - 0s 12ms/step >75, 491/693, d1=0.308, d2=0.360 g=3.310 2/2 [==============================] - 0s 13ms/step >75, 492/693, d1=0.426, d2=0.400 g=3.699 2/2 [==============================] - 0s 12ms/step >75, 493/693, d1=0.420, d2=0.318 g=4.831 2/2 [==============================] - 0s 13ms/step >75, 494/693, d1=0.510, d2=0.327 g=3.271 2/2 [==============================] - 0s 12ms/step >75, 495/693, d1=0.428, d2=0.287 g=3.454 2/2 [==============================] - 0s 12ms/step >75, 496/693, d1=0.481, d2=0.375 g=4.356 2/2 [==============================] - 0s 12ms/step >75, 497/693, d1=0.229, d2=0.289 g=3.478 2/2 [==============================] - 0s 12ms/step >75, 498/693, d1=0.341, d2=0.330 g=3.696 2/2 [==============================] - 0s 11ms/step >75, 499/693, d1=0.373, d2=0.251 g=4.496 2/2 [==============================] - 0s 10ms/step >75, 500/693, d1=0.340, d2=0.293 g=4.715 2/2 [==============================] - 0s 12ms/step >75, 501/693, d1=0.489, d2=0.383 g=2.928 2/2 [==============================] - 0s 12ms/step >75, 502/693, d1=0.461, d2=0.334 g=4.513 2/2 [==============================] - 0s 12ms/step >75, 503/693, d1=0.539, d2=0.269 g=3.760 2/2 [==============================] - 0s 12ms/step >75, 504/693, d1=0.368, d2=0.319 g=4.447 2/2 [==============================] - 0s 11ms/step >75, 505/693, d1=0.309, d2=0.335 g=5.051 2/2 [==============================] - 0s 12ms/step >75, 506/693, d1=0.338, d2=0.257 g=3.597 2/2 [==============================] - 0s 13ms/step >75, 507/693, d1=0.253, d2=0.379 g=3.921 2/2 [==============================] - 0s 11ms/step >75, 508/693, d1=0.540, d2=0.232 g=4.683 2/2 [==============================] - 0s 11ms/step >75, 509/693, d1=0.400, d2=0.452 g=3.420 2/2 [==============================] - 0s 11ms/step >75, 510/693, d1=0.488, d2=0.366 g=3.485 2/2 [==============================] - 0s 12ms/step >75, 511/693, d1=0.415, d2=0.444 g=4.595 2/2 [==============================] - 0s 13ms/step >75, 512/693, d1=0.456, d2=0.371 g=2.751 2/2 [==============================] - 0s 12ms/step >75, 513/693, d1=0.422, d2=0.223 g=4.390 2/2 [==============================] - 0s 12ms/step >75, 514/693, d1=0.592, d2=0.342 g=3.531 2/2 [==============================] - 0s 12ms/step >75, 515/693, d1=0.345, d2=0.313 g=3.804 2/2 [==============================] - 0s 11ms/step >75, 516/693, d1=0.370, d2=0.375 g=3.181 2/2 [==============================] - 0s 11ms/step >75, 517/693, d1=0.348, d2=0.314 g=3.594 2/2 [==============================] - 0s 12ms/step >75, 518/693, d1=0.541, d2=0.335 g=3.579 2/2 [==============================] - 0s 11ms/step >75, 519/693, d1=0.444, d2=0.486 g=3.596 2/2 [==============================] - 0s 10ms/step >75, 520/693, d1=0.441, d2=0.336 g=5.724 2/2 [==============================] - 0s 12ms/step >75, 521/693, d1=0.425, d2=0.230 g=3.766 2/2 [==============================] - 0s 11ms/step >75, 522/693, d1=0.380, d2=0.303 g=4.584 2/2 [==============================] - 0s 12ms/step >75, 523/693, d1=0.475, d2=0.341 g=4.960 2/2 [==============================] - 0s 12ms/step >75, 524/693, d1=0.515, d2=0.349 g=3.252 2/2 [==============================] - 0s 12ms/step >75, 525/693, d1=0.461, d2=0.355 g=3.801 2/2 [==============================] - 0s 12ms/step >75, 526/693, d1=0.494, d2=0.326 g=2.537 2/2 [==============================] - 0s 11ms/step >75, 527/693, d1=0.302, d2=0.299 g=3.253 2/2 [==============================] - 0s 12ms/step >75, 528/693, d1=0.383, d2=0.370 g=3.578 2/2 [==============================] - 0s 12ms/step >75, 529/693, d1=0.288, d2=0.366 g=3.370 2/2 [==============================] - 0s 11ms/step >75, 530/693, d1=0.345, d2=0.262 g=3.156 2/2 [==============================] - 0s 11ms/step >75, 531/693, d1=0.450, d2=0.270 g=4.574 2/2 [==============================] - 0s 12ms/step >75, 532/693, d1=0.337, d2=0.369 g=3.483 2/2 [==============================] - 0s 12ms/step >75, 533/693, d1=0.338, d2=0.259 g=3.690 2/2 [==============================] - 0s 12ms/step >75, 534/693, d1=0.444, d2=0.289 g=3.059 2/2 [==============================] - 0s 11ms/step >75, 535/693, d1=0.480, d2=0.350 g=3.913 2/2 [==============================] - 0s 12ms/step >75, 536/693, d1=0.324, d2=0.308 g=3.066 2/2 [==============================] - 0s 11ms/step >75, 537/693, d1=0.301, d2=0.290 g=3.644 2/2 [==============================] - 0s 10ms/step >75, 538/693, d1=0.306, d2=0.309 g=5.165 2/2 [==============================] - 0s 12ms/step >75, 539/693, d1=0.347, d2=0.294 g=4.022 2/2 [==============================] - 0s 11ms/step >75, 540/693, d1=0.553, d2=0.315 g=3.225 2/2 [==============================] - 0s 13ms/step >75, 541/693, d1=0.521, d2=0.341 g=4.425 2/2 [==============================] - 0s 12ms/step >75, 542/693, d1=0.393, d2=0.312 g=3.143 2/2 [==============================] - 0s 12ms/step >75, 543/693, d1=0.479, d2=0.414 g=3.663 2/2 [==============================] - 0s 12ms/step >75, 544/693, d1=0.395, d2=0.430 g=2.602 2/2 [==============================] - 0s 12ms/step >75, 545/693, d1=0.466, d2=0.308 g=3.555 2/2 [==============================] - 0s 12ms/step >75, 546/693, d1=0.356, d2=0.433 g=2.749 2/2 [==============================] - 0s 12ms/step >75, 547/693, d1=0.490, d2=0.303 g=4.201 2/2 [==============================] - 0s 13ms/step >75, 548/693, d1=0.394, d2=0.411 g=3.363 2/2 [==============================] - 0s 12ms/step >75, 549/693, d1=0.372, d2=0.314 g=3.297 2/2 [==============================] - 0s 12ms/step >75, 550/693, d1=0.607, d2=0.412 g=3.226 2/2 [==============================] - 0s 11ms/step >75, 551/693, d1=0.423, d2=0.399 g=3.520 2/2 [==============================] - 0s 15ms/step >75, 552/693, d1=0.488, d2=0.443 g=2.724 2/2 [==============================] - 0s 11ms/step >75, 553/693, d1=0.518, d2=0.316 g=4.440 2/2 [==============================] - 0s 12ms/step >75, 554/693, d1=0.420, d2=0.327 g=3.580 2/2 [==============================] - 0s 11ms/step >75, 555/693, d1=0.421, d2=0.346 g=4.019 2/2 [==============================] - 0s 11ms/step >75, 556/693, d1=0.453, d2=0.353 g=2.097 2/2 [==============================] - 0s 12ms/step >75, 557/693, d1=0.438, d2=0.335 g=3.033 2/2 [==============================] - 0s 12ms/step >75, 558/693, d1=0.384, d2=0.359 g=3.051 2/2 [==============================] - 0s 13ms/step >75, 559/693, d1=0.402, d2=0.357 g=3.838 2/2 [==============================] - 0s 12ms/step >75, 560/693, d1=0.427, d2=0.372 g=2.494 2/2 [==============================] - 0s 12ms/step >75, 561/693, d1=0.251, d2=0.289 g=2.836 2/2 [==============================] - 0s 13ms/step >75, 562/693, d1=0.475, d2=0.326 g=3.110 2/2 [==============================] - 0s 11ms/step >75, 563/693, d1=0.476, d2=0.351 g=3.495 2/2 [==============================] - 0s 11ms/step >75, 564/693, d1=0.356, d2=0.358 g=3.355 2/2 [==============================] - 0s 12ms/step >75, 565/693, d1=0.375, d2=0.302 g=4.132 2/2 [==============================] - 0s 12ms/step >75, 566/693, d1=0.453, d2=0.340 g=2.187 2/2 [==============================] - 0s 12ms/step >75, 567/693, d1=0.493, d2=0.306 g=4.885 2/2 [==============================] - 0s 12ms/step >75, 568/693, d1=0.485, d2=0.433 g=2.799 2/2 [==============================] - 0s 12ms/step >75, 569/693, d1=0.427, d2=0.342 g=4.566 2/2 [==============================] - 0s 11ms/step >75, 570/693, d1=0.357, d2=0.259 g=3.949 2/2 [==============================] - 0s 13ms/step >75, 571/693, d1=0.379, d2=0.326 g=3.847 2/2 [==============================] - 0s 11ms/step >75, 572/693, d1=0.447, d2=0.330 g=5.122 2/2 [==============================] - 0s 11ms/step >75, 573/693, d1=0.333, d2=0.406 g=2.357 2/2 [==============================] - 0s 11ms/step >75, 574/693, d1=0.370, d2=0.289 g=4.539 2/2 [==============================] - 0s 12ms/step >75, 575/693, d1=0.353, d2=0.257 g=3.394 2/2 [==============================] - 0s 12ms/step >75, 576/693, d1=0.461, d2=0.292 g=3.613 2/2 [==============================] - 0s 12ms/step >75, 577/693, d1=0.374, d2=0.338 g=2.953 2/2 [==============================] - 0s 12ms/step >75, 578/693, d1=0.381, d2=0.393 g=4.559 2/2 [==============================] - 0s 12ms/step >75, 579/693, d1=0.407, d2=0.472 g=3.344 2/2 [==============================] - 0s 12ms/step >75, 580/693, d1=0.353, d2=0.263 g=3.616 2/2 [==============================] - 0s 12ms/step >75, 581/693, d1=0.417, d2=0.279 g=2.865 2/2 [==============================] - 0s 12ms/step >75, 582/693, d1=0.365, d2=0.357 g=4.921 2/2 [==============================] - 0s 12ms/step >75, 583/693, d1=0.350, d2=0.222 g=3.375 2/2 [==============================] - 0s 11ms/step >75, 584/693, d1=0.365, d2=0.343 g=2.636 2/2 [==============================] - 0s 13ms/step >75, 585/693, d1=0.331, d2=0.427 g=2.965 2/2 [==============================] - 0s 11ms/step >75, 586/693, d1=0.473, d2=0.315 g=3.948 2/2 [==============================] - 0s 13ms/step >75, 587/693, d1=0.447, d2=0.298 g=4.191 2/2 [==============================] - 0s 12ms/step >75, 588/693, d1=0.321, d2=0.388 g=5.416 2/2 [==============================] - 0s 11ms/step >75, 589/693, d1=0.469, d2=0.295 g=4.308 2/2 [==============================] - 0s 13ms/step >75, 590/693, d1=0.356, d2=0.338 g=2.878 2/2 [==============================] - 0s 12ms/step >75, 591/693, d1=0.446, d2=0.456 g=4.347 2/2 [==============================] - 0s 12ms/step >75, 592/693, d1=0.442, d2=0.275 g=3.143 2/2 [==============================] - 0s 12ms/step >75, 593/693, d1=0.399, d2=0.285 g=4.194 2/2 [==============================] - 0s 12ms/step >75, 594/693, d1=0.321, d2=0.285 g=2.540 2/2 [==============================] - 0s 11ms/step >75, 595/693, d1=0.410, d2=0.309 g=4.659 2/2 [==============================] - 0s 11ms/step >75, 596/693, d1=0.276, d2=0.435 g=3.083 2/2 [==============================] - 0s 12ms/step >75, 597/693, d1=0.450, d2=0.341 g=3.760 2/2 [==============================] - 0s 14ms/step >75, 598/693, d1=0.399, d2=0.239 g=2.984 2/2 [==============================] - 0s 12ms/step >75, 599/693, d1=0.454, d2=0.382 g=3.095 2/2 [==============================] - 0s 11ms/step >75, 600/693, d1=0.508, d2=0.373 g=4.814 2/2 [==============================] - 0s 12ms/step >75, 601/693, d1=0.371, d2=0.357 g=3.621 2/2 [==============================] - 0s 12ms/step >75, 602/693, d1=0.406, d2=0.235 g=2.678 2/2 [==============================] - 0s 12ms/step >75, 603/693, d1=0.320, d2=0.427 g=4.611 2/2 [==============================] - 0s 12ms/step >75, 604/693, d1=0.350, d2=0.250 g=4.811 2/2 [==============================] - 0s 11ms/step >75, 605/693, d1=0.357, d2=0.322 g=3.187 2/2 [==============================] - 0s 12ms/step >75, 606/693, d1=0.350, d2=0.209 g=2.561 2/2 [==============================] - 0s 12ms/step >75, 607/693, d1=0.393, d2=0.410 g=4.644 2/2 [==============================] - 0s 11ms/step >75, 608/693, d1=0.392, d2=0.240 g=2.230 2/2 [==============================] - 0s 12ms/step >75, 609/693, d1=0.298, d2=0.376 g=3.350 2/2 [==============================] - 0s 12ms/step >75, 610/693, d1=0.466, d2=0.235 g=3.783 2/2 [==============================] - 0s 11ms/step >75, 611/693, d1=0.500, d2=0.334 g=3.232 2/2 [==============================] - 0s 11ms/step >75, 612/693, d1=0.311, d2=0.334 g=5.243 2/2 [==============================] - 0s 11ms/step >75, 613/693, d1=0.293, d2=0.336 g=4.417 2/2 [==============================] - 0s 12ms/step >75, 614/693, d1=0.339, d2=0.253 g=4.174 2/2 [==============================] - 0s 12ms/step >75, 615/693, d1=0.421, d2=0.279 g=1.837 2/2 [==============================] - 0s 12ms/step >75, 616/693, d1=0.266, d2=0.300 g=3.696 2/2 [==============================] - 0s 12ms/step >75, 617/693, d1=0.341, d2=0.347 g=2.642 2/2 [==============================] - 0s 12ms/step >75, 618/693, d1=0.554, d2=0.306 g=3.803 2/2 [==============================] - 0s 13ms/step >75, 619/693, d1=0.400, d2=0.335 g=5.898 2/2 [==============================] - 0s 11ms/step >75, 620/693, d1=0.307, d2=0.314 g=2.322 2/2 [==============================] - 0s 12ms/step >75, 621/693, d1=0.453, d2=0.312 g=2.544 2/2 [==============================] - 0s 12ms/step >75, 622/693, d1=0.468, d2=0.377 g=4.689 2/2 [==============================] - 0s 12ms/step >75, 623/693, d1=0.485, d2=0.321 g=3.219 2/2 [==============================] - 0s 13ms/step >75, 624/693, d1=0.395, d2=0.401 g=4.578 2/2 [==============================] - 0s 11ms/step >75, 625/693, d1=0.447, d2=0.309 g=2.380 2/2 [==============================] - 0s 14ms/step >75, 626/693, d1=0.413, d2=0.459 g=3.758 2/2 [==============================] - 0s 12ms/step >75, 627/693, d1=0.320, d2=0.262 g=4.215 2/2 [==============================] - 0s 12ms/step >75, 628/693, d1=0.454, d2=0.288 g=4.171 2/2 [==============================] - 0s 13ms/step >75, 629/693, d1=0.354, d2=0.206 g=2.767 2/2 [==============================] - 0s 12ms/step >75, 630/693, d1=0.435, d2=0.332 g=3.801 2/2 [==============================] - 0s 11ms/step >75, 631/693, d1=0.538, d2=0.292 g=3.919 2/2 [==============================] - 0s 12ms/step >75, 632/693, d1=0.416, d2=0.387 g=4.169 2/2 [==============================] - 0s 12ms/step >75, 633/693, d1=0.321, d2=0.379 g=4.015 2/2 [==============================] - 0s 12ms/step >75, 634/693, d1=0.428, d2=0.345 g=4.009 2/2 [==============================] - 0s 12ms/step >75, 635/693, d1=0.502, d2=0.261 g=3.344 2/2 [==============================] - 0s 12ms/step >75, 636/693, d1=0.291, d2=0.416 g=3.319 2/2 [==============================] - 0s 12ms/step >75, 637/693, d1=0.212, d2=0.400 g=4.140 2/2 [==============================] - 0s 12ms/step >75, 638/693, d1=0.542, d2=0.275 g=3.210 2/2 [==============================] - 0s 11ms/step >75, 639/693, d1=0.543, d2=0.340 g=3.894 2/2 [==============================] - 0s 13ms/step >75, 640/693, d1=0.310, d2=0.291 g=3.665 2/2 [==============================] - 0s 11ms/step >75, 641/693, d1=0.384, d2=0.388 g=4.596 2/2 [==============================] - 0s 12ms/step >75, 642/693, d1=0.462, d2=0.236 g=2.821 2/2 [==============================] - 0s 11ms/step >75, 643/693, d1=0.385, d2=0.263 g=2.847 2/2 [==============================] - 0s 12ms/step >75, 644/693, d1=0.417, d2=0.401 g=2.896 2/2 [==============================] - 0s 12ms/step >75, 645/693, d1=0.375, d2=0.340 g=4.654 2/2 [==============================] - 0s 11ms/step >75, 646/693, d1=0.365, d2=0.340 g=5.310 2/2 [==============================] - 0s 12ms/step >75, 647/693, d1=0.514, d2=0.273 g=4.294 2/2 [==============================] - 0s 12ms/step >75, 648/693, d1=0.303, d2=0.253 g=3.708 2/2 [==============================] - 0s 11ms/step >75, 649/693, d1=0.286, d2=0.289 g=3.256 2/2 [==============================] - 0s 12ms/step >75, 650/693, d1=0.365, d2=0.378 g=3.999 2/2 [==============================] - 0s 13ms/step >75, 651/693, d1=0.497, d2=0.219 g=2.058 2/2 [==============================] - 0s 12ms/step >75, 652/693, d1=0.421, d2=0.449 g=4.139 2/2 [==============================] - 0s 11ms/step >75, 653/693, d1=0.386, d2=0.325 g=2.741 2/2 [==============================] - 0s 13ms/step >75, 654/693, d1=0.486, d2=0.429 g=3.961 2/2 [==============================] - 0s 11ms/step >75, 655/693, d1=0.444, d2=0.279 g=3.710 2/2 [==============================] - 0s 13ms/step >75, 656/693, d1=0.326, d2=0.247 g=3.518 2/2 [==============================] - 0s 12ms/step >75, 657/693, d1=0.317, d2=0.332 g=3.469 2/2 [==============================] - 0s 12ms/step >75, 658/693, d1=0.264, d2=0.308 g=3.331 2/2 [==============================] - 0s 11ms/step >75, 659/693, d1=0.407, d2=0.339 g=2.400 2/2 [==============================] - 0s 12ms/step >75, 660/693, d1=0.394, d2=0.270 g=2.687 2/2 [==============================] - 0s 12ms/step >75, 661/693, d1=0.360, d2=0.373 g=4.034 2/2 [==============================] - 0s 12ms/step >75, 662/693, d1=0.463, d2=0.263 g=4.100 2/2 [==============================] - 0s 12ms/step >75, 663/693, d1=0.454, d2=0.334 g=3.024 2/2 [==============================] - 0s 12ms/step >75, 664/693, d1=0.362, d2=0.357 g=3.467 2/2 [==============================] - 0s 12ms/step >75, 665/693, d1=0.346, d2=0.390 g=3.968 2/2 [==============================] - 0s 13ms/step >75, 666/693, d1=0.436, d2=0.266 g=3.224 2/2 [==============================] - 0s 12ms/step >75, 667/693, d1=0.473, d2=0.280 g=2.031 2/2 [==============================] - 0s 11ms/step >75, 668/693, d1=0.378, d2=0.300 g=2.876 2/2 [==============================] - 0s 11ms/step >75, 669/693, d1=0.599, d2=0.362 g=3.699 2/2 [==============================] - 0s 11ms/step >75, 670/693, d1=0.372, d2=0.338 g=4.363 2/2 [==============================] - 0s 11ms/step >75, 671/693, d1=0.410, d2=0.328 g=3.818 2/2 [==============================] - 0s 12ms/step >75, 672/693, d1=0.353, d2=0.448 g=3.454 2/2 [==============================] - 0s 12ms/step >75, 673/693, d1=0.628, d2=0.248 g=3.059 2/2 [==============================] - 0s 12ms/step >75, 674/693, d1=0.372, d2=0.327 g=2.459 2/2 [==============================] - 0s 12ms/step >75, 675/693, d1=0.356, d2=0.360 g=3.201 2/2 [==============================] - 0s 11ms/step >75, 676/693, d1=0.351, d2=0.375 g=3.317 2/2 [==============================] - 0s 11ms/step >75, 677/693, d1=0.451, d2=0.404 g=2.665 2/2 [==============================] - 0s 11ms/step >75, 678/693, d1=0.334, d2=0.298 g=3.513 2/2 [==============================] - 0s 12ms/step >75, 679/693, d1=0.390, d2=0.298 g=3.418 2/2 [==============================] - 0s 11ms/step >75, 680/693, d1=0.653, d2=0.450 g=3.196 2/2 [==============================] - 0s 11ms/step >75, 681/693, d1=0.370, d2=0.301 g=3.520 2/2 [==============================] - 0s 11ms/step >75, 682/693, d1=0.354, d2=0.250 g=2.755 2/2 [==============================] - 0s 11ms/step >75, 683/693, d1=0.752, d2=0.374 g=2.507 2/2 [==============================] - 0s 12ms/step >75, 684/693, d1=0.257, d2=0.415 g=3.826 2/2 [==============================] - 0s 12ms/step >75, 685/693, d1=0.285, d2=0.421 g=3.086 2/2 [==============================] - 0s 11ms/step >75, 686/693, d1=0.376, d2=0.246 g=2.811 2/2 [==============================] - 0s 12ms/step >75, 687/693, d1=0.378, d2=0.255 g=3.879 2/2 [==============================] - 0s 11ms/step >75, 688/693, d1=0.344, d2=0.317 g=4.673 2/2 [==============================] - 0s 11ms/step >75, 689/693, d1=0.398, d2=0.327 g=2.224 2/2 [==============================] - 0s 12ms/step >75, 690/693, d1=0.351, d2=0.259 g=3.212 2/2 [==============================] - 0s 12ms/step >75, 691/693, d1=0.284, d2=0.393 g=2.924 2/2 [==============================] - 0s 11ms/step >75, 692/693, d1=0.576, d2=0.252 g=3.751 2/2 [==============================] - 0s 12ms/step >75, 693/693, d1=0.511, d2=0.347 g=2.762 2/2 [==============================] - 0s 11ms/step >76, 1/693, d1=0.376, d2=0.360 g=3.121 2/2 [==============================] - 0s 12ms/step >76, 2/693, d1=0.462, d2=0.325 g=3.811 2/2 [==============================] - 0s 12ms/step >76, 3/693, d1=0.295, d2=0.322 g=3.577 2/2 [==============================] - 0s 11ms/step >76, 4/693, d1=0.332, d2=0.401 g=2.060 2/2 [==============================] - 0s 12ms/step >76, 5/693, d1=0.390, d2=0.375 g=3.280 2/2 [==============================] - 0s 11ms/step >76, 6/693, d1=0.372, d2=0.266 g=3.164 2/2 [==============================] - 0s 14ms/step >76, 7/693, d1=0.384, d2=0.364 g=3.197 2/2 [==============================] - 0s 13ms/step >76, 8/693, d1=0.350, d2=0.270 g=3.993 2/2 [==============================] - 0s 11ms/step >76, 9/693, d1=0.576, d2=0.255 g=5.000 2/2 [==============================] - 0s 12ms/step >76, 10/693, d1=0.465, d2=0.372 g=3.513 2/2 [==============================] - 0s 10ms/step >76, 11/693, d1=0.453, d2=0.334 g=2.396 2/2 [==============================] - 0s 11ms/step >76, 12/693, d1=0.301, d2=0.346 g=2.526 2/2 [==============================] - 0s 15ms/step >76, 13/693, d1=0.448, d2=0.351 g=2.434 2/2 [==============================] - 0s 12ms/step >76, 14/693, d1=0.420, d2=0.376 g=2.041 2/2 [==============================] - 0s 12ms/step >76, 15/693, d1=0.442, d2=0.348 g=5.318 2/2 [==============================] - 0s 12ms/step >76, 16/693, d1=0.281, d2=0.280 g=4.595 2/2 [==============================] - 0s 12ms/step >76, 17/693, d1=0.266, d2=0.239 g=3.861 2/2 [==============================] - 0s 12ms/step >76, 18/693, d1=0.488, d2=0.291 g=2.583 2/2 [==============================] - 0s 11ms/step >76, 19/693, d1=0.332, d2=0.317 g=4.818 2/2 [==============================] - 0s 12ms/step >76, 20/693, d1=0.359, d2=0.308 g=2.993 2/2 [==============================] - 0s 11ms/step >76, 21/693, d1=0.344, d2=0.391 g=3.755 2/2 [==============================] - 0s 12ms/step >76, 22/693, d1=0.441, d2=0.347 g=3.728 2/2 [==============================] - 0s 12ms/step >76, 23/693, d1=0.487, d2=0.302 g=4.644 2/2 [==============================] - 0s 11ms/step >76, 24/693, d1=0.624, d2=0.291 g=3.819 2/2 [==============================] - 0s 12ms/step >76, 25/693, d1=0.520, d2=0.453 g=3.911 2/2 [==============================] - 0s 12ms/step >76, 26/693, d1=0.264, d2=0.431 g=2.337 2/2 [==============================] - 0s 12ms/step >76, 27/693, d1=0.390, d2=0.296 g=4.003 2/2 [==============================] - 0s 12ms/step >76, 28/693, d1=0.284, d2=0.272 g=3.640 2/2 [==============================] - 0s 12ms/step >76, 29/693, d1=0.468, d2=0.339 g=2.784 2/2 [==============================] - 0s 12ms/step >76, 30/693, d1=0.407, d2=0.341 g=3.180 2/2 [==============================] - 0s 11ms/step >76, 31/693, d1=0.394, d2=0.341 g=4.371 2/2 [==============================] - 0s 12ms/step >76, 32/693, d1=0.430, d2=0.299 g=3.931 2/2 [==============================] - 0s 12ms/step >76, 33/693, d1=0.429, d2=0.360 g=3.195 2/2 [==============================] - 0s 11ms/step >76, 34/693, d1=0.367, d2=0.333 g=3.344 2/2 [==============================] - 0s 12ms/step >76, 35/693, d1=0.551, d2=0.261 g=3.215 2/2 [==============================] - 0s 12ms/step >76, 36/693, d1=0.279, d2=0.338 g=4.114 2/2 [==============================] - 0s 11ms/step >76, 37/693, d1=0.211, d2=0.310 g=4.110 2/2 [==============================] - 0s 12ms/step >76, 38/693, d1=0.378, d2=0.342 g=3.149 2/2 [==============================] - 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0s 12ms/step >76, 347/693, d1=0.345, d2=0.265 g=3.747 2/2 [==============================] - 0s 12ms/step >76, 348/693, d1=0.380, d2=0.248 g=2.153 2/2 [==============================] - 0s 12ms/step >76, 349/693, d1=0.283, d2=0.308 g=2.070 2/2 [==============================] - 0s 12ms/step >76, 350/693, d1=0.368, d2=0.301 g=3.306 2/2 [==============================] - 0s 12ms/step >76, 351/693, d1=0.336, d2=0.330 g=4.743 2/2 [==============================] - 0s 12ms/step >76, 352/693, d1=0.352, d2=0.368 g=2.068 2/2 [==============================] - 0s 12ms/step >76, 353/693, d1=0.356, d2=0.332 g=2.803 2/2 [==============================] - 0s 11ms/step >76, 354/693, d1=0.399, d2=0.277 g=3.339 2/2 [==============================] - 0s 11ms/step >76, 355/693, d1=0.518, d2=0.323 g=3.350 2/2 [==============================] - 0s 13ms/step >76, 356/693, d1=0.367, d2=0.475 g=4.469 2/2 [==============================] - 0s 12ms/step >76, 357/693, d1=0.419, d2=0.319 g=3.300 2/2 [==============================] - 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0s 12ms/step >76, 545/693, d1=0.374, d2=0.368 g=2.976 2/2 [==============================] - 0s 12ms/step >76, 546/693, d1=0.326, d2=0.362 g=4.009 2/2 [==============================] - 0s 11ms/step >76, 547/693, d1=0.436, d2=0.346 g=3.343 2/2 [==============================] - 0s 12ms/step >76, 548/693, d1=0.505, d2=0.242 g=2.831 2/2 [==============================] - 0s 11ms/step >76, 549/693, d1=0.387, d2=0.318 g=3.571 2/2 [==============================] - 0s 11ms/step >76, 550/693, d1=0.375, d2=0.345 g=3.540 2/2 [==============================] - 0s 12ms/step >76, 551/693, d1=0.539, d2=0.331 g=3.449 2/2 [==============================] - 0s 12ms/step >76, 552/693, d1=0.458, d2=0.341 g=4.008 2/2 [==============================] - 0s 11ms/step >76, 553/693, d1=0.419, d2=0.410 g=3.553 2/2 [==============================] - 0s 12ms/step >76, 554/693, d1=0.397, d2=0.343 g=3.491 2/2 [==============================] - 0s 11ms/step >76, 555/693, d1=0.486, d2=0.450 g=3.619 2/2 [==============================] - 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0s 12ms/step >77, 39/693, d1=0.379, d2=0.336 g=3.361 2/2 [==============================] - 0s 12ms/step >77, 40/693, d1=0.505, d2=0.327 g=4.771 2/2 [==============================] - 0s 11ms/step >77, 41/693, d1=0.358, d2=0.306 g=2.953 2/2 [==============================] - 0s 12ms/step >77, 42/693, d1=0.354, d2=0.250 g=3.703 2/2 [==============================] - 0s 12ms/step >77, 43/693, d1=0.433, d2=0.392 g=3.357 2/2 [==============================] - 0s 12ms/step >77, 44/693, d1=0.373, d2=0.274 g=2.893 2/2 [==============================] - 0s 13ms/step >77, 45/693, d1=0.406, d2=0.417 g=2.182 2/2 [==============================] - 0s 12ms/step >77, 46/693, d1=0.393, d2=0.441 g=2.130 2/2 [==============================] - 0s 14ms/step >77, 47/693, d1=0.506, d2=0.281 g=4.208 2/2 [==============================] - 0s 12ms/step >77, 48/693, d1=0.505, d2=0.360 g=3.124 2/2 [==============================] - 0s 13ms/step >77, 49/693, d1=0.211, d2=0.401 g=2.711 2/2 [==============================] - 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0s 11ms/step >77, 83/693, d1=0.269, d2=0.245 g=2.612 2/2 [==============================] - 0s 11ms/step >77, 84/693, d1=0.459, d2=0.281 g=3.205 2/2 [==============================] - 0s 13ms/step >77, 85/693, d1=0.320, d2=0.337 g=3.269 2/2 [==============================] - 0s 11ms/step >77, 86/693, d1=0.422, d2=0.355 g=3.713 2/2 [==============================] - 0s 12ms/step >77, 87/693, d1=0.450, d2=0.272 g=3.710 2/2 [==============================] - 0s 12ms/step >77, 88/693, d1=0.464, d2=0.367 g=3.680 2/2 [==============================] - 0s 13ms/step >77, 89/693, d1=0.358, d2=0.324 g=3.832 2/2 [==============================] - 0s 11ms/step >77, 90/693, d1=0.329, d2=0.366 g=3.797 2/2 [==============================] - 0s 11ms/step >77, 91/693, d1=0.430, d2=0.309 g=3.257 2/2 [==============================] - 0s 14ms/step >77, 92/693, d1=0.429, d2=0.298 g=3.665 2/2 [==============================] - 0s 13ms/step >77, 93/693, d1=0.387, d2=0.305 g=4.998 2/2 [==============================] - 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0s 12ms/step >77, 105/693, d1=0.339, d2=0.264 g=3.840 2/2 [==============================] - 0s 12ms/step >77, 106/693, d1=0.270, d2=0.305 g=2.117 2/2 [==============================] - 0s 12ms/step >77, 107/693, d1=0.454, d2=0.356 g=2.852 2/2 [==============================] - 0s 11ms/step >77, 108/693, d1=0.373, d2=0.315 g=2.762 2/2 [==============================] - 0s 11ms/step >77, 109/693, d1=0.390, d2=0.438 g=3.341 2/2 [==============================] - 0s 12ms/step >77, 110/693, d1=0.656, d2=0.258 g=5.160 2/2 [==============================] - 0s 12ms/step >77, 111/693, d1=0.593, d2=0.339 g=4.192 2/2 [==============================] - 0s 12ms/step >77, 112/693, d1=0.298, d2=0.493 g=4.428 2/2 [==============================] - 0s 12ms/step >77, 113/693, d1=0.418, d2=0.326 g=3.611 2/2 [==============================] - 0s 11ms/step >77, 114/693, d1=0.371, d2=0.292 g=2.717 2/2 [==============================] - 0s 12ms/step >77, 115/693, d1=0.389, d2=0.309 g=2.301 2/2 [==============================] - 0s 12ms/step >77, 116/693, d1=0.479, d2=0.471 g=3.295 2/2 [==============================] - 0s 11ms/step >77, 117/693, d1=0.402, d2=0.340 g=2.600 2/2 [==============================] - 0s 11ms/step >77, 118/693, d1=0.346, d2=0.347 g=3.202 2/2 [==============================] - 0s 12ms/step >77, 119/693, d1=0.479, d2=0.345 g=3.814 2/2 [==============================] - 0s 12ms/step >77, 120/693, d1=0.407, d2=0.314 g=3.326 2/2 [==============================] - 0s 11ms/step >77, 121/693, d1=0.431, d2=0.282 g=3.262 2/2 [==============================] - 0s 13ms/step >77, 122/693, d1=0.372, d2=0.265 g=2.489 2/2 [==============================] - 0s 11ms/step >77, 123/693, d1=0.346, d2=0.465 g=2.867 2/2 [==============================] - 0s 12ms/step >77, 124/693, d1=0.473, d2=0.283 g=3.571 2/2 [==============================] - 0s 12ms/step >77, 125/693, d1=0.471, d2=0.363 g=3.449 2/2 [==============================] - 0s 13ms/step >77, 126/693, d1=0.539, d2=0.319 g=3.476 2/2 [==============================] - 0s 12ms/step >77, 127/693, d1=0.460, d2=0.256 g=2.894 2/2 [==============================] - 0s 12ms/step >77, 128/693, d1=0.382, d2=0.397 g=5.371 2/2 [==============================] - 0s 12ms/step >77, 129/693, d1=0.359, d2=0.421 g=4.096 2/2 [==============================] - 0s 11ms/step >77, 130/693, d1=0.466, d2=0.365 g=3.411 2/2 [==============================] - 0s 12ms/step >77, 131/693, d1=0.294, d2=0.289 g=3.471 2/2 [==============================] - 0s 11ms/step >77, 132/693, d1=0.363, d2=0.259 g=3.458 2/2 [==============================] - 0s 12ms/step >77, 133/693, d1=0.445, d2=0.226 g=3.714 2/2 [==============================] - 0s 12ms/step >77, 134/693, d1=0.221, d2=0.263 g=3.210 2/2 [==============================] - 0s 12ms/step >77, 135/693, d1=0.450, d2=0.392 g=3.545 2/2 [==============================] - 0s 12ms/step >77, 136/693, d1=0.345, d2=0.226 g=2.844 2/2 [==============================] - 0s 12ms/step >77, 137/693, d1=0.349, d2=0.350 g=3.601 2/2 [==============================] - 0s 12ms/step >77, 138/693, d1=0.355, d2=0.304 g=5.009 2/2 [==============================] - 0s 11ms/step >77, 139/693, d1=0.436, d2=0.314 g=3.235 2/2 [==============================] - 0s 13ms/step >77, 140/693, d1=0.203, d2=0.374 g=2.880 2/2 [==============================] - 0s 12ms/step >77, 141/693, d1=0.542, d2=0.256 g=2.240 2/2 [==============================] - 0s 12ms/step >77, 142/693, d1=0.418, d2=0.436 g=3.043 2/2 [==============================] - 0s 12ms/step >77, 143/693, d1=0.357, d2=0.280 g=2.699 2/2 [==============================] - 0s 12ms/step >77, 144/693, d1=0.422, d2=0.341 g=3.824 2/2 [==============================] - 0s 13ms/step >77, 145/693, d1=0.366, d2=0.318 g=4.249 2/2 [==============================] - 0s 11ms/step >77, 146/693, d1=0.391, d2=0.311 g=2.810 2/2 [==============================] - 0s 12ms/step >77, 147/693, d1=0.368, d2=0.261 g=3.223 2/2 [==============================] - 0s 11ms/step >77, 148/693, d1=0.346, d2=0.225 g=3.361 2/2 [==============================] - 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0s 11ms/step >77, 270/693, d1=0.423, d2=0.331 g=3.049 2/2 [==============================] - 0s 12ms/step >77, 271/693, d1=0.502, d2=0.330 g=4.346 2/2 [==============================] - 0s 13ms/step >77, 272/693, d1=0.399, d2=0.323 g=3.410 2/2 [==============================] - 0s 11ms/step >77, 273/693, d1=0.336, d2=0.351 g=4.653 2/2 [==============================] - 0s 12ms/step >77, 274/693, d1=0.353, d2=0.302 g=3.595 2/2 [==============================] - 0s 11ms/step >77, 275/693, d1=0.443, d2=0.444 g=3.059 2/2 [==============================] - 0s 12ms/step >77, 276/693, d1=0.519, d2=0.273 g=2.647 2/2 [==============================] - 0s 12ms/step >77, 277/693, d1=0.361, d2=0.354 g=3.639 2/2 [==============================] - 0s 12ms/step >77, 278/693, d1=0.279, d2=0.340 g=2.788 2/2 [==============================] - 0s 12ms/step >77, 279/693, d1=0.348, d2=0.285 g=4.068 2/2 [==============================] - 0s 12ms/step >77, 280/693, d1=0.399, d2=0.336 g=4.256 2/2 [==============================] - 0s 12ms/step >77, 281/693, d1=0.451, d2=0.298 g=2.894 2/2 [==============================] - 0s 12ms/step >77, 282/693, d1=0.409, d2=0.291 g=4.171 2/2 [==============================] - 0s 12ms/step >77, 283/693, d1=0.523, d2=0.379 g=4.336 2/2 [==============================] - 0s 12ms/step >77, 284/693, d1=0.367, d2=0.404 g=1.854 2/2 [==============================] - 0s 12ms/step >77, 285/693, d1=0.476, d2=0.343 g=3.949 2/2 [==============================] - 0s 13ms/step >77, 286/693, d1=0.444, d2=0.299 g=3.819 2/2 [==============================] - 0s 12ms/step >77, 287/693, d1=0.395, d2=0.334 g=2.889 2/2 [==============================] - 0s 12ms/step >77, 288/693, d1=0.565, d2=0.294 g=2.975 2/2 [==============================] - 0s 12ms/step >77, 289/693, d1=0.372, d2=0.341 g=3.105 2/2 [==============================] - 0s 11ms/step >77, 290/693, d1=0.258, d2=0.362 g=3.163 2/2 [==============================] - 0s 11ms/step >77, 291/693, d1=0.320, d2=0.309 g=4.670 2/2 [==============================] - 0s 11ms/step >77, 292/693, d1=0.385, d2=0.309 g=4.790 2/2 [==============================] - 0s 11ms/step >77, 293/693, d1=0.455, d2=0.335 g=4.968 2/2 [==============================] - 0s 12ms/step >77, 294/693, d1=0.422, d2=0.253 g=4.779 2/2 [==============================] - 0s 12ms/step >77, 295/693, d1=0.331, d2=0.305 g=3.315 2/2 [==============================] - 0s 11ms/step >77, 296/693, d1=0.455, d2=0.357 g=3.906 2/2 [==============================] - 0s 12ms/step >77, 297/693, d1=0.369, d2=0.294 g=2.945 2/2 [==============================] - 0s 12ms/step >77, 298/693, d1=0.399, d2=0.379 g=2.602 2/2 [==============================] - 0s 12ms/step >77, 299/693, d1=0.298, d2=0.318 g=2.788 2/2 [==============================] - 0s 12ms/step >77, 300/693, d1=0.397, d2=0.202 g=3.830 2/2 [==============================] - 0s 12ms/step >77, 301/693, d1=0.490, d2=0.336 g=2.172 2/2 [==============================] - 0s 12ms/step >77, 302/693, d1=0.300, d2=0.341 g=2.612 2/2 [==============================] - 0s 11ms/step >77, 303/693, d1=0.379, d2=0.292 g=2.738 2/2 [==============================] - 0s 12ms/step >77, 304/693, d1=0.339, d2=0.264 g=2.589 2/2 [==============================] - 0s 12ms/step >77, 305/693, d1=0.442, d2=0.425 g=4.540 2/2 [==============================] - 0s 11ms/step >77, 306/693, d1=0.364, d2=0.362 g=2.177 2/2 [==============================] - 0s 11ms/step >77, 307/693, d1=0.517, d2=0.180 g=2.598 2/2 [==============================] - 0s 10ms/step >77, 308/693, d1=0.477, d2=0.363 g=2.932 2/2 [==============================] - 0s 12ms/step >77, 309/693, d1=0.320, d2=0.494 g=4.990 2/2 [==============================] - 0s 12ms/step >77, 310/693, d1=0.419, d2=0.356 g=3.438 2/2 [==============================] - 0s 12ms/step >77, 311/693, d1=0.523, d2=0.218 g=4.436 2/2 [==============================] - 0s 11ms/step >77, 312/693, d1=0.446, d2=0.224 g=3.271 2/2 [==============================] - 0s 12ms/step >77, 313/693, d1=0.301, d2=0.300 g=3.908 2/2 [==============================] - 0s 12ms/step >77, 314/693, d1=0.328, d2=0.362 g=3.974 2/2 [==============================] - 0s 11ms/step >77, 315/693, d1=0.326, d2=0.444 g=2.889 2/2 [==============================] - 0s 12ms/step >77, 316/693, d1=0.576, d2=0.307 g=3.925 2/2 [==============================] - 0s 12ms/step >77, 317/693, d1=0.347, d2=0.285 g=4.539 2/2 [==============================] - 0s 12ms/step >77, 318/693, d1=0.469, d2=0.344 g=2.251 2/2 [==============================] - 0s 11ms/step >77, 319/693, d1=0.321, d2=0.437 g=3.040 2/2 [==============================] - 0s 11ms/step >77, 320/693, d1=0.424, d2=0.345 g=4.084 2/2 [==============================] - 0s 12ms/step >77, 321/693, d1=0.391, d2=0.303 g=4.840 2/2 [==============================] - 0s 12ms/step >77, 322/693, d1=0.422, d2=0.279 g=2.799 2/2 [==============================] - 0s 12ms/step >77, 323/693, d1=0.440, d2=0.327 g=3.186 2/2 [==============================] - 0s 12ms/step >77, 324/693, d1=0.327, d2=0.233 g=3.840 2/2 [==============================] - 0s 11ms/step >77, 325/693, d1=0.355, d2=0.404 g=3.441 2/2 [==============================] - 0s 11ms/step >77, 326/693, d1=0.531, d2=0.262 g=4.229 2/2 [==============================] - 0s 12ms/step >77, 327/693, d1=0.372, d2=0.368 g=3.131 2/2 [==============================] - 0s 12ms/step >77, 328/693, d1=0.330, d2=0.378 g=4.559 2/2 [==============================] - 0s 12ms/step >77, 329/693, d1=0.449, d2=0.240 g=3.725 2/2 [==============================] - 0s 12ms/step >77, 330/693, d1=0.392, d2=0.330 g=2.779 2/2 [==============================] - 0s 11ms/step >77, 331/693, d1=0.384, d2=0.315 g=3.017 2/2 [==============================] - 0s 11ms/step >77, 332/693, d1=0.433, d2=0.286 g=3.630 2/2 [==============================] - 0s 12ms/step >77, 333/693, d1=0.458, d2=0.454 g=2.943 2/2 [==============================] - 0s 11ms/step >77, 334/693, d1=0.457, d2=0.261 g=3.815 2/2 [==============================] - 0s 12ms/step >77, 335/693, d1=0.507, d2=0.385 g=3.244 2/2 [==============================] - 0s 12ms/step >77, 336/693, d1=0.340, d2=0.418 g=2.737 2/2 [==============================] - 0s 12ms/step >77, 337/693, d1=0.326, d2=0.332 g=3.267 2/2 [==============================] - 0s 11ms/step >77, 338/693, d1=0.455, d2=0.218 g=2.833 2/2 [==============================] - 0s 13ms/step >77, 339/693, d1=0.452, d2=0.299 g=2.882 2/2 [==============================] - 0s 12ms/step >77, 340/693, d1=0.406, d2=0.397 g=3.381 2/2 [==============================] - 0s 12ms/step >77, 341/693, d1=0.430, d2=0.324 g=3.179 2/2 [==============================] - 0s 11ms/step >77, 342/693, d1=0.241, d2=0.284 g=2.748 2/2 [==============================] - 0s 11ms/step >77, 343/693, d1=0.435, d2=0.308 g=3.472 2/2 [==============================] - 0s 12ms/step >77, 344/693, d1=0.557, d2=0.370 g=3.193 2/2 [==============================] - 0s 11ms/step >77, 345/693, d1=0.391, d2=0.355 g=2.653 2/2 [==============================] - 0s 10ms/step >77, 346/693, d1=0.355, d2=0.351 g=2.266 2/2 [==============================] - 0s 12ms/step >77, 347/693, d1=0.352, d2=0.348 g=2.383 2/2 [==============================] - 0s 13ms/step >77, 348/693, d1=0.475, d2=0.302 g=2.682 2/2 [==============================] - 0s 12ms/step >77, 349/693, d1=0.424, d2=0.366 g=1.969 2/2 [==============================] - 0s 12ms/step >77, 350/693, d1=0.419, d2=0.286 g=3.089 2/2 [==============================] - 0s 12ms/step >77, 351/693, d1=0.243, d2=0.278 g=4.094 2/2 [==============================] - 0s 11ms/step >77, 352/693, d1=0.468, d2=0.306 g=4.177 2/2 [==============================] - 0s 12ms/step >77, 353/693, d1=0.504, d2=0.384 g=2.817 2/2 [==============================] - 0s 12ms/step >77, 354/693, d1=0.412, d2=0.507 g=3.905 2/2 [==============================] - 0s 12ms/step >77, 355/693, d1=0.307, d2=0.212 g=5.084 2/2 [==============================] - 0s 12ms/step >77, 356/693, d1=0.469, d2=0.304 g=4.063 2/2 [==============================] - 0s 11ms/step >77, 357/693, d1=0.435, d2=0.262 g=4.033 2/2 [==============================] - 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0s 11ms/step >77, 479/693, d1=0.323, d2=0.229 g=2.670 2/2 [==============================] - 0s 13ms/step >77, 480/693, d1=0.381, d2=0.315 g=3.087 2/2 [==============================] - 0s 12ms/step >77, 481/693, d1=0.391, d2=0.352 g=5.161 2/2 [==============================] - 0s 12ms/step >77, 482/693, d1=0.404, d2=0.320 g=3.784 2/2 [==============================] - 0s 12ms/step >77, 483/693, d1=0.488, d2=0.355 g=3.404 2/2 [==============================] - 0s 11ms/step >77, 484/693, d1=0.345, d2=0.322 g=3.046 2/2 [==============================] - 0s 11ms/step >77, 485/693, d1=0.362, d2=0.213 g=4.203 2/2 [==============================] - 0s 12ms/step >77, 486/693, d1=0.331, d2=0.434 g=3.317 2/2 [==============================] - 0s 11ms/step >77, 487/693, d1=0.308, d2=0.292 g=4.358 2/2 [==============================] - 0s 12ms/step >77, 488/693, d1=0.405, d2=0.258 g=3.302 2/2 [==============================] - 0s 11ms/step >77, 489/693, d1=0.389, d2=0.220 g=3.759 2/2 [==============================] - 0s 12ms/step >77, 490/693, d1=0.497, d2=0.398 g=2.772 2/2 [==============================] - 0s 11ms/step >77, 491/693, d1=0.376, d2=0.366 g=4.156 2/2 [==============================] - 0s 12ms/step >77, 492/693, d1=0.488, d2=0.373 g=4.784 2/2 [==============================] - 0s 11ms/step >77, 493/693, d1=0.312, d2=0.303 g=3.928 2/2 [==============================] - 0s 11ms/step >77, 494/693, d1=0.513, d2=0.362 g=2.612 2/2 [==============================] - 0s 12ms/step >77, 495/693, d1=0.349, d2=0.336 g=3.729 2/2 [==============================] - 0s 12ms/step >77, 496/693, d1=0.333, d2=0.271 g=2.639 2/2 [==============================] - 0s 11ms/step >77, 497/693, d1=0.310, d2=0.383 g=4.116 2/2 [==============================] - 0s 12ms/step >77, 498/693, d1=0.393, d2=0.255 g=5.436 2/2 [==============================] - 0s 12ms/step >77, 499/693, d1=0.529, d2=0.314 g=4.646 2/2 [==============================] - 0s 12ms/step >77, 500/693, d1=0.399, d2=0.235 g=4.603 2/2 [==============================] - 0s 10ms/step >77, 501/693, d1=0.482, d2=0.448 g=2.532 2/2 [==============================] - 0s 11ms/step >77, 502/693, d1=0.304, d2=0.370 g=2.902 2/2 [==============================] - 0s 11ms/step >77, 503/693, d1=0.326, d2=0.245 g=3.820 2/2 [==============================] - 0s 12ms/step >77, 504/693, d1=0.538, d2=0.298 g=4.270 2/2 [==============================] - 0s 12ms/step >77, 505/693, d1=0.266, d2=0.320 g=5.023 2/2 [==============================] - 0s 12ms/step >77, 506/693, d1=0.366, d2=0.367 g=4.404 2/2 [==============================] - 0s 12ms/step >77, 507/693, d1=0.415, d2=0.311 g=4.945 2/2 [==============================] - 0s 11ms/step >77, 508/693, d1=0.499, d2=0.378 g=4.063 2/2 [==============================] - 0s 11ms/step >77, 509/693, d1=0.258, d2=0.342 g=2.584 2/2 [==============================] - 0s 12ms/step >77, 510/693, d1=0.509, d2=0.333 g=3.470 2/2 [==============================] - 0s 12ms/step >77, 511/693, d1=0.382, d2=0.296 g=2.731 2/2 [==============================] - 0s 11ms/step >77, 512/693, d1=0.347, d2=0.327 g=5.078 2/2 [==============================] - 0s 12ms/step >77, 513/693, d1=0.513, d2=0.258 g=4.282 2/2 [==============================] - 0s 11ms/step >77, 514/693, d1=0.406, d2=0.497 g=5.002 2/2 [==============================] - 0s 12ms/step >77, 515/693, d1=0.562, d2=0.357 g=3.750 2/2 [==============================] - 0s 13ms/step >77, 516/693, d1=0.367, d2=0.344 g=3.941 2/2 [==============================] - 0s 11ms/step >77, 517/693, d1=0.453, d2=0.277 g=2.522 2/2 [==============================] - 0s 12ms/step >77, 518/693, d1=0.430, d2=0.437 g=3.539 2/2 [==============================] - 0s 12ms/step >77, 519/693, d1=0.433, d2=0.303 g=3.991 2/2 [==============================] - 0s 12ms/step >77, 520/693, d1=0.551, d2=0.340 g=4.043 2/2 [==============================] - 0s 12ms/step >77, 521/693, d1=0.513, d2=0.358 g=3.801 2/2 [==============================] - 0s 11ms/step >77, 522/693, d1=0.485, d2=0.441 g=4.225 2/2 [==============================] - 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0s 12ms/step >77, 688/693, d1=0.453, d2=0.400 g=3.150 2/2 [==============================] - 0s 12ms/step >77, 689/693, d1=0.415, d2=0.309 g=3.730 2/2 [==============================] - 0s 12ms/step >77, 690/693, d1=0.352, d2=0.233 g=3.179 2/2 [==============================] - 0s 11ms/step >77, 691/693, d1=0.334, d2=0.378 g=2.871 2/2 [==============================] - 0s 12ms/step >77, 692/693, d1=0.364, d2=0.465 g=4.098 2/2 [==============================] - 0s 11ms/step >77, 693/693, d1=0.407, d2=0.276 g=3.272 2/2 [==============================] - 0s 12ms/step >78, 1/693, d1=0.322, d2=0.324 g=4.006 2/2 [==============================] - 0s 11ms/step >78, 2/693, d1=0.405, d2=0.333 g=3.325 2/2 [==============================] - 0s 11ms/step >78, 3/693, d1=0.541, d2=0.366 g=3.508 2/2 [==============================] - 0s 12ms/step >78, 4/693, d1=0.396, d2=0.328 g=4.487 2/2 [==============================] - 0s 11ms/step >78, 5/693, d1=0.366, d2=0.295 g=3.356 2/2 [==============================] - 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0s 12ms/step >78, 61/693, d1=0.357, d2=0.348 g=3.347 2/2 [==============================] - 0s 11ms/step >78, 62/693, d1=0.599, d2=0.314 g=5.067 2/2 [==============================] - 0s 12ms/step >78, 63/693, d1=0.435, d2=0.341 g=4.607 2/2 [==============================] - 0s 12ms/step >78, 64/693, d1=0.408, d2=0.447 g=3.521 2/2 [==============================] - 0s 12ms/step >78, 65/693, d1=0.403, d2=0.374 g=2.895 2/2 [==============================] - 0s 11ms/step >78, 66/693, d1=0.435, d2=0.247 g=3.513 2/2 [==============================] - 0s 12ms/step >78, 67/693, d1=0.321, d2=0.351 g=3.701 2/2 [==============================] - 0s 12ms/step >78, 68/693, d1=0.630, d2=0.375 g=3.921 2/2 [==============================] - 0s 12ms/step >78, 69/693, d1=0.341, d2=0.290 g=2.548 2/2 [==============================] - 0s 11ms/step >78, 70/693, d1=0.385, d2=0.363 g=5.540 2/2 [==============================] - 0s 11ms/step >78, 71/693, d1=0.467, d2=0.343 g=4.931 2/2 [==============================] - 0s 12ms/step >78, 72/693, d1=0.297, d2=0.428 g=4.075 2/2 [==============================] - 0s 10ms/step >78, 73/693, d1=0.414, d2=0.323 g=4.015 2/2 [==============================] - 0s 13ms/step >78, 74/693, d1=0.371, d2=0.333 g=3.449 2/2 [==============================] - 0s 12ms/step >78, 75/693, d1=0.410, d2=0.366 g=4.123 2/2 [==============================] - 0s 12ms/step >78, 76/693, d1=0.290, d2=0.323 g=4.145 2/2 [==============================] - 0s 12ms/step >78, 77/693, d1=0.521, d2=0.298 g=4.252 2/2 [==============================] - 0s 11ms/step >78, 78/693, d1=0.406, d2=0.265 g=2.607 2/2 [==============================] - 0s 11ms/step >78, 79/693, d1=0.321, d2=0.302 g=6.086 2/2 [==============================] - 0s 12ms/step >78, 80/693, d1=0.315, d2=0.303 g=3.125 2/2 [==============================] - 0s 12ms/step >78, 81/693, d1=0.452, d2=0.372 g=2.566 2/2 [==============================] - 0s 12ms/step >78, 82/693, d1=0.403, d2=0.471 g=3.686 2/2 [==============================] - 0s 11ms/step >78, 83/693, d1=0.405, d2=0.289 g=3.664 2/2 [==============================] - 0s 12ms/step >78, 84/693, d1=0.448, d2=0.339 g=3.712 2/2 [==============================] - 0s 12ms/step >78, 85/693, d1=0.439, d2=0.397 g=5.265 2/2 [==============================] - 0s 12ms/step >78, 86/693, d1=0.439, d2=0.458 g=4.313 2/2 [==============================] - 0s 13ms/step >78, 87/693, d1=0.450, d2=0.285 g=2.116 2/2 [==============================] - 0s 12ms/step >78, 88/693, d1=0.417, d2=0.350 g=3.354 2/2 [==============================] - 0s 11ms/step >78, 89/693, d1=0.430, d2=0.321 g=4.674 2/2 [==============================] - 0s 11ms/step >78, 90/693, d1=0.426, d2=0.424 g=5.291 2/2 [==============================] - 0s 12ms/step >78, 91/693, d1=0.369, d2=0.329 g=4.023 2/2 [==============================] - 0s 11ms/step >78, 92/693, d1=0.457, d2=0.232 g=4.637 2/2 [==============================] - 0s 12ms/step >78, 93/693, d1=0.382, d2=0.308 g=5.204 2/2 [==============================] - 0s 12ms/step >78, 94/693, d1=0.289, d2=0.370 g=4.639 2/2 [==============================] - 0s 12ms/step >78, 95/693, d1=0.344, d2=0.335 g=4.099 2/2 [==============================] - 0s 11ms/step >78, 96/693, d1=0.391, d2=0.278 g=6.680 2/2 [==============================] - 0s 13ms/step >78, 97/693, d1=0.570, d2=0.328 g=2.474 2/2 [==============================] - 0s 12ms/step >78, 98/693, d1=0.328, d2=0.309 g=3.921 2/2 [==============================] - 0s 11ms/step >78, 99/693, d1=0.514, d2=0.409 g=4.837 2/2 [==============================] - 0s 13ms/step >78, 100/693, d1=0.495, d2=0.326 g=4.200 2/2 [==============================] - 0s 13ms/step >78, 101/693, d1=0.473, d2=0.355 g=4.053 2/2 [==============================] - 0s 12ms/step >78, 102/693, d1=0.456, d2=0.324 g=3.442 2/2 [==============================] - 0s 12ms/step >78, 103/693, d1=0.300, d2=0.323 g=3.334 2/2 [==============================] - 0s 11ms/step >78, 104/693, d1=0.229, d2=0.316 g=5.087 2/2 [==============================] - 0s 11ms/step >78, 105/693, d1=0.381, d2=0.287 g=2.980 2/2 [==============================] - 0s 12ms/step >78, 106/693, d1=0.569, d2=0.390 g=3.888 2/2 [==============================] - 0s 11ms/step >78, 107/693, d1=0.406, d2=0.300 g=2.152 2/2 [==============================] - 0s 12ms/step >78, 108/693, d1=0.515, d2=0.251 g=2.378 2/2 [==============================] - 0s 11ms/step >78, 109/693, d1=0.371, d2=0.484 g=3.433 2/2 [==============================] - 0s 12ms/step >78, 110/693, d1=0.299, d2=0.344 g=3.299 2/2 [==============================] - 0s 12ms/step >78, 111/693, d1=0.261, d2=0.244 g=4.364 2/2 [==============================] - 0s 12ms/step >78, 112/693, d1=0.395, d2=0.292 g=4.017 2/2 [==============================] - 0s 13ms/step >78, 113/693, d1=0.331, d2=0.362 g=3.580 2/2 [==============================] - 0s 12ms/step >78, 114/693, d1=0.508, d2=0.350 g=3.272 2/2 [==============================] - 0s 11ms/step >78, 115/693, d1=0.336, d2=0.270 g=3.092 2/2 [==============================] - 0s 11ms/step >78, 116/693, d1=0.540, d2=0.241 g=3.874 2/2 [==============================] - 0s 11ms/step >78, 117/693, d1=0.406, d2=0.326 g=2.384 2/2 [==============================] - 0s 12ms/step >78, 118/693, d1=0.400, d2=0.350 g=3.148 2/2 [==============================] - 0s 12ms/step >78, 119/693, d1=0.239, d2=0.373 g=2.876 2/2 [==============================] - 0s 11ms/step >78, 120/693, d1=0.415, d2=0.337 g=4.063 2/2 [==============================] - 0s 11ms/step >78, 121/693, d1=0.357, d2=0.324 g=5.234 2/2 [==============================] - 0s 12ms/step >78, 122/693, d1=0.562, d2=0.357 g=2.621 2/2 [==============================] - 0s 11ms/step >78, 123/693, d1=0.408, d2=0.423 g=3.555 2/2 [==============================] - 0s 12ms/step >78, 124/693, d1=0.538, d2=0.235 g=3.764 2/2 [==============================] - 0s 11ms/step >78, 125/693, d1=0.429, d2=0.405 g=2.781 2/2 [==============================] - 0s 12ms/step >78, 126/693, d1=0.316, d2=0.427 g=4.053 2/2 [==============================] - 0s 12ms/step >78, 127/693, d1=0.500, d2=0.357 g=4.063 2/2 [==============================] - 0s 12ms/step >78, 128/693, d1=0.461, d2=0.233 g=3.821 2/2 [==============================] - 0s 12ms/step >78, 129/693, d1=0.501, d2=0.327 g=3.168 2/2 [==============================] - 0s 12ms/step >78, 130/693, d1=0.353, d2=0.362 g=2.066 2/2 [==============================] - 0s 12ms/step >78, 131/693, d1=0.473, d2=0.447 g=3.516 2/2 [==============================] - 0s 12ms/step >78, 132/693, d1=0.356, d2=0.353 g=2.423 2/2 [==============================] - 0s 10ms/step >78, 133/693, d1=0.528, d2=0.301 g=4.074 2/2 [==============================] - 0s 11ms/step >78, 134/693, d1=0.459, d2=0.329 g=3.118 2/2 [==============================] - 0s 12ms/step >78, 135/693, d1=0.479, d2=0.281 g=3.002 2/2 [==============================] - 0s 11ms/step >78, 136/693, d1=0.338, d2=0.366 g=4.115 2/2 [==============================] - 0s 12ms/step >78, 137/693, d1=0.352, d2=0.369 g=2.963 2/2 [==============================] - 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0s 12ms/step >78, 270/693, d1=0.335, d2=0.368 g=4.187 2/2 [==============================] - 0s 12ms/step >78, 271/693, d1=0.412, d2=0.364 g=2.522 2/2 [==============================] - 0s 11ms/step >78, 272/693, d1=0.457, d2=0.301 g=3.412 2/2 [==============================] - 0s 11ms/step >78, 273/693, d1=0.467, d2=0.299 g=3.035 2/2 [==============================] - 0s 12ms/step >78, 274/693, d1=0.426, d2=0.312 g=3.670 2/2 [==============================] - 0s 13ms/step >78, 275/693, d1=0.508, d2=0.289 g=3.121 2/2 [==============================] - 0s 12ms/step >78, 276/693, d1=0.613, d2=0.379 g=3.600 2/2 [==============================] - 0s 11ms/step >78, 277/693, d1=0.476, d2=0.471 g=3.212 2/2 [==============================] - 0s 12ms/step >78, 278/693, d1=0.283, d2=0.338 g=4.848 2/2 [==============================] - 0s 12ms/step >78, 279/693, d1=0.350, d2=0.382 g=4.375 2/2 [==============================] - 0s 12ms/step >78, 280/693, d1=0.380, d2=0.306 g=3.980 2/2 [==============================] - 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0s 12ms/step >79, 28/693, d1=0.474, d2=0.262 g=3.529 2/2 [==============================] - 0s 12ms/step >79, 29/693, d1=0.418, d2=0.292 g=2.244 2/2 [==============================] - 0s 11ms/step >79, 30/693, d1=0.340, d2=0.321 g=2.814 2/2 [==============================] - 0s 12ms/step >79, 31/693, d1=0.350, d2=0.268 g=2.442 2/2 [==============================] - 0s 12ms/step >79, 32/693, d1=0.311, d2=0.395 g=3.971 2/2 [==============================] - 0s 12ms/step >79, 33/693, d1=0.518, d2=0.306 g=3.850 2/2 [==============================] - 0s 12ms/step >79, 34/693, d1=0.504, d2=0.297 g=2.658 2/2 [==============================] - 0s 11ms/step >79, 35/693, d1=0.422, d2=0.323 g=2.347 2/2 [==============================] - 0s 12ms/step >79, 36/693, d1=0.310, d2=0.430 g=3.172 2/2 [==============================] - 0s 12ms/step >79, 37/693, d1=0.310, d2=0.346 g=3.678 2/2 [==============================] - 0s 12ms/step >79, 38/693, d1=0.346, d2=0.249 g=4.080 2/2 [==============================] - 0s 11ms/step >79, 39/693, d1=0.442, d2=0.447 g=3.002 2/2 [==============================] - 0s 12ms/step >79, 40/693, d1=0.312, d2=0.319 g=2.735 2/2 [==============================] - 0s 12ms/step >79, 41/693, d1=0.457, d2=0.340 g=3.185 2/2 [==============================] - 0s 12ms/step >79, 42/693, d1=0.274, d2=0.272 g=2.737 2/2 [==============================] - 0s 11ms/step >79, 43/693, d1=0.467, d2=0.281 g=4.255 2/2 [==============================] - 0s 12ms/step >79, 44/693, d1=0.390, d2=0.296 g=3.718 2/2 [==============================] - 0s 11ms/step >79, 45/693, d1=0.508, d2=0.410 g=3.324 2/2 [==============================] - 0s 12ms/step >79, 46/693, d1=0.455, d2=0.394 g=3.559 2/2 [==============================] - 0s 12ms/step >79, 47/693, d1=0.348, d2=0.344 g=3.523 2/2 [==============================] - 0s 12ms/step >79, 48/693, d1=0.404, d2=0.255 g=3.101 2/2 [==============================] - 0s 12ms/step >79, 49/693, d1=0.529, d2=0.431 g=2.295 2/2 [==============================] - 0s 13ms/step >79, 50/693, d1=0.389, d2=0.265 g=2.509 2/2 [==============================] - 0s 12ms/step >79, 51/693, d1=0.330, d2=0.303 g=3.036 2/2 [==============================] - 0s 13ms/step >79, 52/693, d1=0.491, d2=0.334 g=3.701 2/2 [==============================] - 0s 12ms/step >79, 53/693, d1=0.318, d2=0.335 g=4.108 2/2 [==============================] - 0s 12ms/step >79, 54/693, d1=0.313, d2=0.299 g=3.243 2/2 [==============================] - 0s 11ms/step >79, 55/693, d1=0.416, d2=0.330 g=3.474 2/2 [==============================] - 0s 11ms/step >79, 56/693, d1=0.437, d2=0.334 g=4.467 2/2 [==============================] - 0s 12ms/step >79, 57/693, d1=0.429, d2=0.296 g=3.966 2/2 [==============================] - 0s 11ms/step >79, 58/693, d1=0.402, d2=0.297 g=3.469 2/2 [==============================] - 0s 12ms/step >79, 59/693, d1=0.395, d2=0.444 g=3.940 2/2 [==============================] - 0s 13ms/step >79, 60/693, d1=0.544, d2=0.342 g=2.320 2/2 [==============================] - 0s 12ms/step >79, 61/693, d1=0.353, d2=0.334 g=3.751 2/2 [==============================] - 0s 12ms/step >79, 62/693, d1=0.407, d2=0.286 g=3.032 2/2 [==============================] - 0s 12ms/step >79, 63/693, d1=0.348, d2=0.313 g=3.470 2/2 [==============================] - 0s 12ms/step >79, 64/693, d1=0.578, d2=0.414 g=4.077 2/2 [==============================] - 0s 12ms/step >79, 65/693, d1=0.455, d2=0.394 g=3.134 2/2 [==============================] - 0s 11ms/step >79, 66/693, d1=0.530, d2=0.227 g=3.228 2/2 [==============================] - 0s 12ms/step >79, 67/693, d1=0.469, d2=0.392 g=2.286 2/2 [==============================] - 0s 11ms/step >79, 68/693, d1=0.468, d2=0.421 g=3.243 2/2 [==============================] - 0s 11ms/step >79, 69/693, d1=0.336, d2=0.353 g=2.539 2/2 [==============================] - 0s 12ms/step >79, 70/693, d1=0.393, d2=0.321 g=3.949 2/2 [==============================] - 0s 12ms/step >79, 71/693, d1=0.565, d2=0.410 g=3.093 2/2 [==============================] - 0s 12ms/step >79, 72/693, d1=0.336, d2=0.335 g=2.480 2/2 [==============================] - 0s 12ms/step >79, 73/693, d1=0.480, d2=0.301 g=2.364 2/2 [==============================] - 0s 14ms/step >79, 74/693, d1=0.325, d2=0.387 g=3.191 2/2 [==============================] - 0s 12ms/step >79, 75/693, d1=0.494, d2=0.348 g=2.602 2/2 [==============================] - 0s 13ms/step >79, 76/693, d1=0.261, d2=0.339 g=4.436 2/2 [==============================] - 0s 12ms/step >79, 77/693, d1=0.316, d2=0.382 g=3.203 2/2 [==============================] - 0s 11ms/step >79, 78/693, d1=0.330, d2=0.290 g=4.577 2/2 [==============================] - 0s 12ms/step >79, 79/693, d1=0.567, d2=0.190 g=2.947 2/2 [==============================] - 0s 12ms/step >79, 80/693, d1=0.390, d2=0.298 g=3.710 2/2 [==============================] - 0s 11ms/step >79, 81/693, d1=0.452, d2=0.256 g=2.773 2/2 [==============================] - 0s 12ms/step >79, 82/693, d1=0.400, d2=0.329 g=3.399 2/2 [==============================] - 0s 12ms/step >79, 83/693, d1=0.251, d2=0.264 g=4.628 2/2 [==============================] - 0s 13ms/step >79, 84/693, d1=0.257, d2=0.277 g=3.238 2/2 [==============================] - 0s 12ms/step >79, 85/693, d1=0.408, d2=0.228 g=3.001 2/2 [==============================] - 0s 11ms/step >79, 86/693, d1=0.303, d2=0.241 g=5.201 2/2 [==============================] - 0s 12ms/step >79, 87/693, d1=0.482, d2=0.363 g=2.912 2/2 [==============================] - 0s 11ms/step >79, 88/693, d1=0.426, d2=0.296 g=4.550 2/2 [==============================] - 0s 12ms/step >79, 89/693, d1=0.375, d2=0.343 g=2.853 2/2 [==============================] - 0s 11ms/step >79, 90/693, d1=0.362, d2=0.308 g=2.329 2/2 [==============================] - 0s 12ms/step >79, 91/693, d1=0.507, d2=0.322 g=3.191 2/2 [==============================] - 0s 13ms/step >79, 92/693, d1=0.486, d2=0.335 g=5.035 2/2 [==============================] - 0s 11ms/step >79, 93/693, d1=0.358, d2=0.272 g=2.756 2/2 [==============================] - 0s 12ms/step >79, 94/693, d1=0.539, d2=0.337 g=3.752 2/2 [==============================] - 0s 11ms/step >79, 95/693, d1=0.439, d2=0.327 g=4.419 2/2 [==============================] - 0s 11ms/step >79, 96/693, d1=0.324, d2=0.361 g=2.168 2/2 [==============================] - 0s 12ms/step >79, 97/693, d1=0.438, d2=0.359 g=3.653 2/2 [==============================] - 0s 12ms/step >79, 98/693, d1=0.354, d2=0.411 g=2.622 2/2 [==============================] - 0s 12ms/step >79, 99/693, d1=0.250, d2=0.293 g=4.447 2/2 [==============================] - 0s 11ms/step >79, 100/693, d1=0.467, d2=0.207 g=4.621 2/2 [==============================] - 0s 12ms/step >79, 101/693, d1=0.443, d2=0.453 g=4.104 2/2 [==============================] - 0s 12ms/step >79, 102/693, d1=0.345, d2=0.250 g=4.024 2/2 [==============================] - 0s 12ms/step >79, 103/693, d1=0.656, d2=0.240 g=3.896 2/2 [==============================] - 0s 12ms/step >79, 104/693, d1=0.425, d2=0.336 g=2.771 2/2 [==============================] - 0s 12ms/step >79, 105/693, d1=0.403, d2=0.367 g=3.055 2/2 [==============================] - 0s 12ms/step >79, 106/693, d1=0.451, d2=0.434 g=3.120 2/2 [==============================] - 0s 12ms/step >79, 107/693, d1=0.394, d2=0.341 g=3.589 2/2 [==============================] - 0s 12ms/step >79, 108/693, d1=0.417, d2=0.470 g=2.575 2/2 [==============================] - 0s 12ms/step >79, 109/693, d1=0.300, d2=0.210 g=4.620 2/2 [==============================] - 0s 12ms/step >79, 110/693, d1=0.425, d2=0.350 g=3.911 2/2 [==============================] - 0s 12ms/step >79, 111/693, d1=0.356, d2=0.363 g=3.254 2/2 [==============================] - 0s 12ms/step >79, 112/693, d1=0.655, d2=0.396 g=3.177 2/2 [==============================] - 0s 11ms/step >79, 113/693, d1=0.483, d2=0.338 g=3.828 2/2 [==============================] - 0s 12ms/step >79, 114/693, d1=0.417, d2=0.339 g=3.131 2/2 [==============================] - 0s 12ms/step >79, 115/693, d1=0.459, d2=0.288 g=3.910 2/2 [==============================] - 0s 12ms/step >79, 116/693, d1=0.338, d2=0.306 g=3.882 2/2 [==============================] - 0s 12ms/step >79, 117/693, d1=0.362, d2=0.438 g=3.071 2/2 [==============================] - 0s 12ms/step >79, 118/693, d1=0.313, d2=0.300 g=3.039 2/2 [==============================] - 0s 12ms/step >79, 119/693, d1=0.385, d2=0.341 g=4.414 2/2 [==============================] - 0s 11ms/step >79, 120/693, d1=0.523, d2=0.246 g=3.063 2/2 [==============================] - 0s 12ms/step >79, 121/693, d1=0.374, d2=0.237 g=4.159 2/2 [==============================] - 0s 13ms/step >79, 122/693, d1=0.352, d2=0.382 g=5.476 2/2 [==============================] - 0s 12ms/step >79, 123/693, d1=0.431, d2=0.347 g=4.424 2/2 [==============================] - 0s 12ms/step >79, 124/693, d1=0.248, d2=0.191 g=4.599 2/2 [==============================] - 0s 11ms/step >79, 125/693, d1=0.357, d2=0.168 g=7.407 2/2 [==============================] - 0s 11ms/step >79, 126/693, d1=0.308, d2=0.170 g=3.201 2/2 [==============================] - 0s 12ms/step >79, 127/693, d1=0.193, d2=0.162 g=5.121 2/2 [==============================] - 0s 12ms/step >79, 128/693, d1=0.315, d2=0.216 g=3.399 2/2 [==============================] - 0s 12ms/step >79, 129/693, d1=0.241, d2=0.146 g=7.702 2/2 [==============================] - 0s 11ms/step >79, 130/693, d1=0.231, d2=0.204 g=6.808 2/2 [==============================] - 0s 12ms/step >79, 131/693, d1=0.257, d2=0.254 g=6.877 2/2 [==============================] - 0s 12ms/step >79, 132/693, d1=0.305, d2=0.336 g=5.534 2/2 [==============================] - 0s 12ms/step >79, 133/693, d1=0.154, d2=0.198 g=5.418 2/2 [==============================] - 0s 12ms/step >79, 134/693, d1=0.295, d2=0.197 g=4.950 2/2 [==============================] - 0s 12ms/step >79, 135/693, d1=0.267, d2=0.552 g=2.885 2/2 [==============================] - 0s 11ms/step >79, 136/693, d1=0.406, d2=0.260 g=4.089 2/2 [==============================] - 0s 11ms/step >79, 137/693, d1=0.439, d2=0.188 g=2.903 2/2 [==============================] - 0s 11ms/step >79, 138/693, d1=0.268, d2=0.309 g=3.615 2/2 [==============================] - 0s 12ms/step >79, 139/693, d1=0.385, d2=0.468 g=4.179 2/2 [==============================] - 0s 12ms/step >79, 140/693, d1=0.268, d2=0.326 g=2.797 2/2 [==============================] - 0s 12ms/step >79, 141/693, d1=0.275, d2=0.277 g=3.805 2/2 [==============================] - 0s 12ms/step >79, 142/693, d1=0.341, d2=0.302 g=4.624 2/2 [==============================] - 0s 12ms/step >79, 143/693, d1=0.430, d2=0.232 g=5.422 2/2 [==============================] - 0s 10ms/step >79, 144/693, d1=0.309, d2=0.236 g=2.745 2/2 [==============================] - 0s 12ms/step >79, 145/693, d1=0.386, d2=0.256 g=2.902 2/2 [==============================] - 0s 13ms/step >79, 146/693, d1=0.402, d2=0.290 g=3.235 2/2 [==============================] - 0s 12ms/step >79, 147/693, d1=0.267, d2=0.379 g=3.040 2/2 [==============================] - 0s 11ms/step >79, 148/693, d1=0.348, d2=0.291 g=3.255 2/2 [==============================] - 0s 13ms/step >79, 149/693, d1=0.584, d2=0.269 g=2.818 2/2 [==============================] - 0s 12ms/step >79, 150/693, d1=0.324, d2=0.386 g=3.525 2/2 [==============================] - 0s 11ms/step >79, 151/693, d1=0.399, d2=0.288 g=3.439 2/2 [==============================] - 0s 11ms/step >79, 152/693, d1=0.431, d2=0.383 g=3.087 2/2 [==============================] - 0s 12ms/step >79, 153/693, d1=0.608, d2=0.239 g=3.214 2/2 [==============================] - 0s 12ms/step >79, 154/693, d1=0.330, d2=0.412 g=3.138 2/2 [==============================] - 0s 12ms/step >79, 155/693, d1=0.398, d2=0.235 g=3.386 2/2 [==============================] - 0s 12ms/step >79, 156/693, d1=0.358, d2=0.381 g=3.725 2/2 [==============================] - 0s 12ms/step >79, 157/693, d1=0.401, d2=0.346 g=2.580 2/2 [==============================] - 0s 11ms/step >79, 158/693, d1=0.376, d2=0.321 g=3.682 2/2 [==============================] - 0s 12ms/step >79, 159/693, d1=0.482, d2=0.230 g=3.584 2/2 [==============================] - 0s 12ms/step >79, 160/693, d1=0.326, d2=0.457 g=4.806 2/2 [==============================] - 0s 11ms/step >79, 161/693, d1=0.317, d2=0.399 g=3.256 2/2 [==============================] - 0s 11ms/step >79, 162/693, d1=0.369, d2=0.270 g=3.153 2/2 [==============================] - 0s 12ms/step >79, 163/693, d1=0.349, d2=0.411 g=2.350 2/2 [==============================] - 0s 11ms/step >79, 164/693, d1=0.430, d2=0.249 g=4.375 2/2 [==============================] - 0s 12ms/step >79, 165/693, d1=0.528, d2=0.305 g=4.080 2/2 [==============================] - 0s 11ms/step >79, 166/693, d1=0.365, d2=0.288 g=4.637 2/2 [==============================] - 0s 11ms/step >79, 167/693, d1=0.432, d2=0.331 g=2.416 2/2 [==============================] - 0s 12ms/step >79, 168/693, d1=0.347, d2=0.279 g=4.741 2/2 [==============================] - 0s 12ms/step >79, 169/693, d1=0.369, d2=0.357 g=3.390 2/2 [==============================] - 0s 11ms/step >79, 170/693, d1=0.637, d2=0.265 g=3.180 2/2 [==============================] - 0s 12ms/step >79, 171/693, d1=0.304, d2=0.343 g=3.064 2/2 [==============================] - 0s 12ms/step >79, 172/693, d1=0.405, d2=0.404 g=3.735 2/2 [==============================] - 0s 12ms/step >79, 173/693, d1=0.484, d2=0.238 g=2.723 2/2 [==============================] - 0s 13ms/step >79, 174/693, d1=0.326, d2=0.295 g=3.840 2/2 [==============================] - 0s 12ms/step >79, 175/693, d1=0.339, d2=0.329 g=3.963 2/2 [==============================] - 0s 12ms/step >79, 176/693, d1=0.370, d2=0.392 g=2.603 2/2 [==============================] - 0s 12ms/step >79, 177/693, d1=0.383, d2=0.412 g=3.552 2/2 [==============================] - 0s 12ms/step >79, 178/693, d1=0.311, d2=0.458 g=2.887 2/2 [==============================] - 0s 12ms/step >79, 179/693, d1=0.371, d2=0.315 g=4.301 2/2 [==============================] - 0s 13ms/step >79, 180/693, d1=0.781, d2=0.289 g=2.555 2/2 [==============================] - 0s 12ms/step >79, 181/693, d1=0.411, d2=0.322 g=3.480 2/2 [==============================] - 0s 11ms/step >79, 182/693, d1=0.540, d2=0.355 g=2.540 2/2 [==============================] - 0s 12ms/step >79, 183/693, d1=0.321, d2=0.249 g=4.515 2/2 [==============================] - 0s 11ms/step >79, 184/693, d1=0.453, d2=0.387 g=2.654 2/2 [==============================] - 0s 11ms/step >79, 185/693, d1=0.538, d2=0.340 g=2.934 2/2 [==============================] - 0s 11ms/step >79, 186/693, d1=0.439, d2=0.414 g=4.005 2/2 [==============================] - 0s 12ms/step >79, 187/693, d1=0.349, d2=0.306 g=2.626 2/2 [==============================] - 0s 11ms/step >79, 188/693, d1=0.583, d2=0.336 g=3.214 2/2 [==============================] - 0s 13ms/step >79, 189/693, d1=0.405, d2=0.387 g=3.429 2/2 [==============================] - 0s 11ms/step >79, 190/693, d1=0.400, d2=0.384 g=3.631 2/2 [==============================] - 0s 12ms/step >79, 191/693, d1=0.363, d2=0.414 g=3.663 2/2 [==============================] - 0s 11ms/step >79, 192/693, d1=0.392, d2=0.421 g=3.144 2/2 [==============================] - 0s 11ms/step >79, 193/693, d1=0.520, d2=0.324 g=3.430 2/2 [==============================] - 0s 12ms/step >79, 194/693, d1=0.358, d2=0.392 g=3.938 2/2 [==============================] - 0s 12ms/step >79, 195/693, d1=0.494, d2=0.274 g=3.266 2/2 [==============================] - 0s 14ms/step >79, 196/693, d1=0.545, d2=0.406 g=2.390 2/2 [==============================] - 0s 12ms/step >79, 197/693, d1=0.193, d2=0.321 g=3.292 2/2 [==============================] - 0s 12ms/step >79, 198/693, d1=0.370, d2=0.263 g=4.280 2/2 [==============================] - 0s 11ms/step >79, 199/693, d1=0.266, d2=0.320 g=3.460 2/2 [==============================] - 0s 12ms/step >79, 200/693, d1=0.384, d2=0.243 g=3.206 2/2 [==============================] - 0s 12ms/step >79, 201/693, d1=0.498, d2=0.312 g=2.315 2/2 [==============================] - 0s 12ms/step >79, 202/693, d1=0.422, d2=0.312 g=4.279 2/2 [==============================] - 0s 11ms/step >79, 203/693, d1=0.263, d2=0.336 g=4.157 2/2 [==============================] - 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0s 11ms/step >79, 314/693, d1=0.305, d2=0.333 g=2.649 2/2 [==============================] - 0s 12ms/step >79, 315/693, d1=0.175, d2=0.264 g=4.034 2/2 [==============================] - 0s 13ms/step >79, 316/693, d1=0.445, d2=0.311 g=3.547 2/2 [==============================] - 0s 12ms/step >79, 317/693, d1=0.501, d2=0.286 g=3.259 2/2 [==============================] - 0s 12ms/step >79, 318/693, d1=0.371, d2=0.458 g=3.940 2/2 [==============================] - 0s 12ms/step >79, 319/693, d1=0.657, d2=0.439 g=2.707 2/2 [==============================] - 0s 11ms/step >79, 320/693, d1=0.429, d2=0.375 g=2.824 2/2 [==============================] - 0s 11ms/step >79, 321/693, d1=0.375, d2=0.300 g=3.107 2/2 [==============================] - 0s 12ms/step >79, 322/693, d1=0.432, d2=0.372 g=2.690 2/2 [==============================] - 0s 12ms/step >79, 323/693, d1=0.353, d2=0.309 g=3.240 2/2 [==============================] - 0s 12ms/step >79, 324/693, d1=0.457, d2=0.314 g=4.538 2/2 [==============================] - 0s 12ms/step >79, 325/693, d1=0.328, d2=0.377 g=3.922 2/2 [==============================] - 0s 12ms/step >79, 326/693, d1=0.304, d2=0.315 g=4.884 2/2 [==============================] - 0s 12ms/step >79, 327/693, d1=0.466, d2=0.322 g=3.025 2/2 [==============================] - 0s 11ms/step >79, 328/693, d1=0.458, d2=0.310 g=4.397 2/2 [==============================] - 0s 12ms/step >79, 329/693, d1=0.355, d2=0.445 g=3.985 2/2 [==============================] - 0s 12ms/step >79, 330/693, d1=0.349, d2=0.266 g=3.442 2/2 [==============================] - 0s 12ms/step >79, 331/693, d1=0.351, d2=0.320 g=2.524 2/2 [==============================] - 0s 12ms/step >79, 332/693, d1=0.468, d2=0.300 g=3.882 2/2 [==============================] - 0s 12ms/step >79, 333/693, d1=0.535, d2=0.357 g=2.909 2/2 [==============================] - 0s 12ms/step >79, 334/693, d1=0.342, d2=0.509 g=3.294 2/2 [==============================] - 0s 11ms/step >79, 335/693, d1=0.478, d2=0.274 g=3.169 2/2 [==============================] - 0s 11ms/step >79, 336/693, d1=0.401, d2=0.416 g=3.381 2/2 [==============================] - 0s 12ms/step >79, 337/693, d1=0.397, d2=0.358 g=3.893 2/2 [==============================] - 0s 11ms/step >79, 338/693, d1=0.429, d2=0.397 g=4.491 2/2 [==============================] - 0s 11ms/step >79, 339/693, d1=0.294, d2=0.291 g=3.406 2/2 [==============================] - 0s 9ms/step >79, 340/693, d1=0.584, d2=0.317 g=4.317 2/2 [==============================] - 0s 12ms/step >79, 341/693, d1=0.576, d2=0.271 g=3.125 2/2 [==============================] - 0s 10ms/step >79, 342/693, d1=0.436, d2=0.412 g=3.003 2/2 [==============================] - 0s 11ms/step >79, 343/693, d1=0.383, d2=0.357 g=3.060 2/2 [==============================] - 0s 12ms/step >79, 344/693, d1=0.375, d2=0.425 g=2.794 2/2 [==============================] - 0s 11ms/step >79, 345/693, d1=0.395, d2=0.465 g=3.543 2/2 [==============================] - 0s 11ms/step >79, 346/693, d1=0.563, d2=0.244 g=3.888 2/2 [==============================] - 0s 11ms/step >79, 347/693, d1=0.363, d2=0.248 g=4.168 2/2 [==============================] - 0s 12ms/step >79, 348/693, d1=0.484, d2=0.312 g=3.330 2/2 [==============================] - 0s 12ms/step >79, 349/693, d1=0.380, d2=0.419 g=4.334 2/2 [==============================] - 0s 12ms/step >79, 350/693, d1=0.300, d2=0.325 g=3.751 2/2 [==============================] - 0s 12ms/step >79, 351/693, d1=0.413, d2=0.427 g=5.074 2/2 [==============================] - 0s 12ms/step >79, 352/693, d1=0.369, d2=0.242 g=3.725 2/2 [==============================] - 0s 12ms/step >79, 353/693, d1=0.385, d2=0.265 g=4.122 2/2 [==============================] - 0s 12ms/step >79, 354/693, d1=0.347, d2=0.362 g=3.343 2/2 [==============================] - 0s 12ms/step >79, 355/693, d1=0.452, d2=0.398 g=4.573 2/2 [==============================] - 0s 11ms/step >79, 356/693, d1=0.356, d2=0.376 g=3.452 2/2 [==============================] - 0s 12ms/step >79, 357/693, d1=0.365, d2=0.304 g=4.214 2/2 [==============================] - 0s 11ms/step >79, 358/693, d1=0.411, d2=0.362 g=3.122 2/2 [==============================] - 0s 11ms/step >79, 359/693, d1=0.552, d2=0.310 g=3.040 2/2 [==============================] - 0s 11ms/step >79, 360/693, d1=0.384, d2=0.340 g=2.190 2/2 [==============================] - 0s 12ms/step >79, 361/693, d1=0.348, d2=0.316 g=3.792 2/2 [==============================] - 0s 12ms/step >79, 362/693, d1=0.408, d2=0.382 g=2.833 2/2 [==============================] - 0s 12ms/step >79, 363/693, d1=0.412, d2=0.280 g=3.239 2/2 [==============================] - 0s 11ms/step >79, 364/693, d1=0.359, d2=0.329 g=4.200 2/2 [==============================] - 0s 12ms/step >79, 365/693, d1=0.524, d2=0.356 g=3.761 2/2 [==============================] - 0s 12ms/step >79, 366/693, d1=0.394, d2=0.298 g=3.007 2/2 [==============================] - 0s 11ms/step >79, 367/693, d1=0.359, d2=0.369 g=3.796 2/2 [==============================] - 0s 11ms/step >79, 368/693, d1=0.412, d2=0.334 g=2.180 2/2 [==============================] - 0s 12ms/step >79, 369/693, d1=0.570, d2=0.261 g=3.236 2/2 [==============================] - 0s 12ms/step >79, 370/693, d1=0.420, d2=0.338 g=3.601 2/2 [==============================] - 0s 13ms/step >79, 371/693, d1=0.479, d2=0.320 g=3.597 2/2 [==============================] - 0s 12ms/step >79, 372/693, d1=0.327, d2=0.380 g=3.010 2/2 [==============================] - 0s 12ms/step >79, 373/693, d1=0.463, d2=0.274 g=2.577 2/2 [==============================] - 0s 11ms/step >79, 374/693, d1=0.213, d2=0.456 g=3.129 2/2 [==============================] - 0s 13ms/step >79, 375/693, d1=0.435, d2=0.348 g=3.092 2/2 [==============================] - 0s 13ms/step >79, 376/693, d1=0.606, d2=0.323 g=3.000 2/2 [==============================] - 0s 12ms/step >79, 377/693, d1=0.577, d2=0.372 g=3.240 2/2 [==============================] - 0s 11ms/step >79, 378/693, d1=0.449, d2=0.283 g=2.760 2/2 [==============================] - 0s 11ms/step >79, 379/693, d1=0.383, d2=0.601 g=2.861 2/2 [==============================] - 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0s 12ms/step >79, 677/693, d1=0.425, d2=0.485 g=2.771 2/2 [==============================] - 0s 12ms/step >79, 678/693, d1=0.433, d2=0.410 g=3.399 2/2 [==============================] - 0s 13ms/step >79, 679/693, d1=0.542, d2=0.336 g=4.212 2/2 [==============================] - 0s 12ms/step >79, 680/693, d1=0.335, d2=0.330 g=4.194 2/2 [==============================] - 0s 12ms/step >79, 681/693, d1=0.439, d2=0.310 g=3.581 2/2 [==============================] - 0s 11ms/step >79, 682/693, d1=0.316, d2=0.338 g=4.113 2/2 [==============================] - 0s 12ms/step >79, 683/693, d1=0.328, d2=0.388 g=3.854 2/2 [==============================] - 0s 12ms/step >79, 684/693, d1=0.430, d2=0.368 g=3.183 2/2 [==============================] - 0s 12ms/step >79, 685/693, d1=0.550, d2=0.313 g=2.787 2/2 [==============================] - 0s 12ms/step >79, 686/693, d1=0.524, d2=0.338 g=6.622 2/2 [==============================] - 0s 12ms/step >79, 687/693, d1=0.370, d2=0.293 g=2.037 2/2 [==============================] - 0s 12ms/step >79, 688/693, d1=0.339, d2=0.444 g=2.927 2/2 [==============================] - 0s 12ms/step >79, 689/693, d1=0.363, d2=0.362 g=3.587 2/2 [==============================] - 0s 12ms/step >79, 690/693, d1=0.463, d2=0.384 g=6.348 2/2 [==============================] - 0s 11ms/step >79, 691/693, d1=0.589, d2=0.282 g=2.587 2/2 [==============================] - 0s 11ms/step >79, 692/693, d1=0.448, d2=0.377 g=4.034 2/2 [==============================] - 0s 12ms/step >79, 693/693, d1=0.405, d2=0.425 g=3.444 2/2 [==============================] - 0s 12ms/step >80, 1/693, d1=0.484, d2=0.293 g=2.683 2/2 [==============================] - 0s 12ms/step >80, 2/693, d1=0.343, d2=0.380 g=4.602 2/2 [==============================] - 0s 10ms/step >80, 3/693, d1=0.375, d2=0.340 g=3.783 2/2 [==============================] - 0s 11ms/step >80, 4/693, d1=0.358, d2=0.377 g=6.719 2/2 [==============================] - 0s 12ms/step >80, 5/693, d1=0.570, d2=0.343 g=3.857 2/2 [==============================] - 0s 11ms/step >80, 6/693, d1=0.334, d2=0.440 g=4.686 2/2 [==============================] - 0s 11ms/step >80, 7/693, d1=0.355, d2=0.329 g=3.205 2/2 [==============================] - 0s 12ms/step >80, 8/693, d1=0.476, d2=0.332 g=5.330 2/2 [==============================] - 0s 13ms/step >80, 9/693, d1=0.294, d2=0.342 g=2.922 2/2 [==============================] - 0s 14ms/step >80, 10/693, d1=0.451, d2=0.290 g=4.721 2/2 [==============================] - 0s 12ms/step >80, 11/693, d1=0.300, d2=0.364 g=3.024 2/2 [==============================] - 0s 12ms/step >80, 12/693, d1=0.397, d2=0.359 g=2.764 2/2 [==============================] - 0s 12ms/step >80, 13/693, d1=0.402, d2=0.319 g=3.307 2/2 [==============================] - 0s 10ms/step >80, 14/693, d1=0.471, d2=0.335 g=3.217 2/2 [==============================] - 0s 11ms/step >80, 15/693, d1=0.403, d2=0.302 g=5.115 2/2 [==============================] - 0s 12ms/step >80, 16/693, d1=0.434, d2=0.298 g=2.323 2/2 [==============================] - 0s 12ms/step >80, 17/693, d1=0.558, d2=0.362 g=4.266 2/2 [==============================] - 0s 12ms/step >80, 18/693, d1=0.550, d2=0.335 g=3.728 2/2 [==============================] - 0s 12ms/step >80, 19/693, d1=0.316, d2=0.388 g=4.163 2/2 [==============================] - 0s 12ms/step >80, 20/693, d1=0.350, d2=0.426 g=4.508 2/2 [==============================] - 0s 12ms/step >80, 21/693, d1=0.598, d2=0.426 g=2.637 2/2 [==============================] - 0s 12ms/step >80, 22/693, d1=0.376, d2=0.309 g=3.132 2/2 [==============================] - 0s 11ms/step >80, 23/693, d1=0.386, d2=0.283 g=5.878 2/2 [==============================] - 0s 12ms/step >80, 24/693, d1=0.562, d2=0.454 g=3.481 2/2 [==============================] - 0s 11ms/step >80, 25/693, d1=0.360, d2=0.417 g=2.966 2/2 [==============================] - 0s 11ms/step >80, 26/693, d1=0.494, d2=0.345 g=3.248 2/2 [==============================] - 0s 12ms/step >80, 27/693, d1=0.477, d2=0.346 g=3.512 2/2 [==============================] - 0s 12ms/step >80, 28/693, d1=0.374, d2=0.304 g=4.652 2/2 [==============================] - 0s 11ms/step >80, 29/693, d1=0.516, d2=0.483 g=3.385 2/2 [==============================] - 0s 12ms/step >80, 30/693, d1=0.523, d2=0.368 g=3.686 2/2 [==============================] - 0s 12ms/step >80, 31/693, d1=0.466, d2=0.407 g=3.650 2/2 [==============================] - 0s 11ms/step >80, 32/693, d1=0.321, d2=0.302 g=3.109 2/2 [==============================] - 0s 12ms/step >80, 33/693, d1=0.413, d2=0.303 g=3.980 2/2 [==============================] - 0s 11ms/step >80, 34/693, d1=0.376, d2=0.279 g=3.743 2/2 [==============================] - 0s 12ms/step >80, 35/693, d1=0.451, d2=0.505 g=2.637 2/2 [==============================] - 0s 11ms/step >80, 36/693, d1=0.396, d2=0.383 g=3.565 2/2 [==============================] - 0s 11ms/step >80, 37/693, d1=0.492, d2=0.223 g=2.815 2/2 [==============================] - 0s 12ms/step >80, 38/693, d1=0.412, d2=0.425 g=3.562 2/2 [==============================] - 0s 13ms/step >80, 39/693, d1=0.374, d2=0.306 g=3.792 2/2 [==============================] - 0s 12ms/step >80, 40/693, d1=0.344, d2=0.320 g=4.267 2/2 [==============================] - 0s 12ms/step >80, 41/693, d1=0.475, d2=0.362 g=4.461 2/2 [==============================] - 0s 11ms/step >80, 42/693, d1=0.234, d2=0.234 g=5.585 2/2 [==============================] - 0s 12ms/step >80, 43/693, d1=0.405, d2=0.275 g=2.529 2/2 [==============================] - 0s 12ms/step >80, 44/693, d1=0.337, d2=0.397 g=3.684 2/2 [==============================] - 0s 13ms/step >80, 45/693, d1=0.356, d2=0.211 g=3.381 2/2 [==============================] - 0s 12ms/step >80, 46/693, d1=0.326, d2=0.296 g=3.137 2/2 [==============================] - 0s 11ms/step >80, 47/693, d1=0.333, d2=0.363 g=3.910 2/2 [==============================] - 0s 12ms/step >80, 48/693, d1=0.476, d2=0.353 g=3.846 2/2 [==============================] - 0s 12ms/step >80, 49/693, d1=0.317, d2=0.319 g=5.587 2/2 [==============================] - 0s 12ms/step >80, 50/693, d1=0.341, d2=0.367 g=4.432 2/2 [==============================] - 0s 12ms/step >80, 51/693, d1=0.315, d2=0.342 g=5.698 2/2 [==============================] - 0s 12ms/step >80, 52/693, d1=0.472, d2=0.229 g=2.843 2/2 [==============================] - 0s 12ms/step >80, 53/693, d1=0.496, d2=0.448 g=3.621 2/2 [==============================] - 0s 11ms/step >80, 54/693, d1=0.432, d2=0.298 g=3.376 2/2 [==============================] - 0s 11ms/step >80, 55/693, d1=0.432, d2=0.306 g=2.279 2/2 [==============================] - 0s 12ms/step >80, 56/693, d1=0.390, d2=0.217 g=2.936 2/2 [==============================] - 0s 12ms/step >80, 57/693, d1=0.345, d2=0.253 g=5.904 2/2 [==============================] - 0s 12ms/step >80, 58/693, d1=0.493, d2=0.301 g=3.066 2/2 [==============================] - 0s 13ms/step >80, 59/693, d1=0.496, d2=0.418 g=2.878 2/2 [==============================] - 0s 12ms/step >80, 60/693, d1=0.344, d2=0.387 g=2.095 2/2 [==============================] - 0s 13ms/step >80, 61/693, d1=0.341, d2=0.288 g=2.150 2/2 [==============================] - 0s 12ms/step >80, 62/693, d1=0.356, d2=0.312 g=3.395 2/2 [==============================] - 0s 12ms/step >80, 63/693, d1=0.337, d2=0.366 g=3.105 2/2 [==============================] - 0s 12ms/step >80, 64/693, d1=0.408, d2=0.251 g=2.950 2/2 [==============================] - 0s 12ms/step >80, 65/693, d1=0.475, d2=0.399 g=3.165 2/2 [==============================] - 0s 11ms/step >80, 66/693, d1=0.350, d2=0.240 g=3.478 2/2 [==============================] - 0s 12ms/step >80, 67/693, d1=0.343, d2=0.308 g=3.189 2/2 [==============================] - 0s 12ms/step >80, 68/693, d1=0.438, d2=0.376 g=4.136 2/2 [==============================] - 0s 12ms/step >80, 69/693, d1=0.322, d2=0.238 g=4.093 2/2 [==============================] - 0s 11ms/step >80, 70/693, d1=0.444, d2=0.298 g=4.541 2/2 [==============================] - 0s 12ms/step >80, 71/693, d1=0.337, d2=0.299 g=2.965 2/2 [==============================] - 0s 12ms/step >80, 72/693, d1=0.390, d2=0.405 g=3.474 2/2 [==============================] - 0s 13ms/step >80, 73/693, d1=0.461, d2=0.405 g=5.100 2/2 [==============================] - 0s 11ms/step >80, 74/693, d1=0.420, d2=0.300 g=2.975 2/2 [==============================] - 0s 11ms/step >80, 75/693, d1=0.483, d2=0.424 g=3.575 2/2 [==============================] - 0s 11ms/step >80, 76/693, d1=0.320, d2=0.395 g=2.269 2/2 [==============================] - 0s 12ms/step >80, 77/693, d1=0.566, d2=0.288 g=4.386 2/2 [==============================] - 0s 12ms/step >80, 78/693, d1=0.416, d2=0.461 g=3.573 2/2 [==============================] - 0s 12ms/step >80, 79/693, d1=0.455, d2=0.374 g=3.503 2/2 [==============================] - 0s 12ms/step >80, 80/693, d1=0.255, d2=0.352 g=2.277 2/2 [==============================] - 0s 12ms/step >80, 81/693, d1=0.458, d2=0.295 g=3.423 2/2 [==============================] - 0s 12ms/step >80, 82/693, d1=0.419, d2=0.337 g=2.377 2/2 [==============================] - 0s 12ms/step >80, 83/693, d1=0.437, d2=0.326 g=2.665 2/2 [==============================] - 0s 11ms/step >80, 84/693, d1=0.387, d2=0.330 g=4.497 2/2 [==============================] - 0s 13ms/step >80, 85/693, d1=0.498, d2=0.397 g=4.162 2/2 [==============================] - 0s 11ms/step >80, 86/693, d1=0.392, d2=0.383 g=3.200 2/2 [==============================] - 0s 11ms/step >80, 87/693, d1=0.398, d2=0.333 g=4.177 2/2 [==============================] - 0s 12ms/step >80, 88/693, d1=0.407, d2=0.291 g=6.106 2/2 [==============================] - 0s 13ms/step >80, 89/693, d1=0.355, d2=0.378 g=4.028 2/2 [==============================] - 0s 11ms/step >80, 90/693, d1=0.348, d2=0.319 g=2.423 2/2 [==============================] - 0s 12ms/step >80, 91/693, d1=0.410, d2=0.229 g=4.499 2/2 [==============================] - 0s 12ms/step >80, 92/693, d1=0.365, d2=0.247 g=3.112 2/2 [==============================] - 0s 12ms/step >80, 93/693, d1=0.411, d2=0.366 g=4.220 2/2 [==============================] - 0s 12ms/step >80, 94/693, d1=0.249, d2=0.217 g=3.922 2/2 [==============================] - 0s 11ms/step >80, 95/693, d1=0.403, d2=0.286 g=2.966 2/2 [==============================] - 0s 11ms/step >80, 96/693, d1=0.481, d2=0.459 g=4.194 2/2 [==============================] - 0s 11ms/step >80, 97/693, d1=0.424, d2=0.349 g=4.790 2/2 [==============================] - 0s 11ms/step >80, 98/693, d1=0.399, d2=0.305 g=2.493 2/2 [==============================] - 0s 12ms/step >80, 99/693, d1=0.477, d2=0.281 g=2.445 2/2 [==============================] - 0s 11ms/step >80, 100/693, d1=0.432, d2=0.535 g=3.662 2/2 [==============================] - 0s 13ms/step >80, 101/693, d1=0.483, d2=0.270 g=3.246 2/2 [==============================] - 0s 11ms/step >80, 102/693, d1=0.527, d2=0.278 g=1.780 2/2 [==============================] - 0s 12ms/step >80, 103/693, d1=0.351, d2=0.449 g=2.811 2/2 [==============================] - 0s 12ms/step >80, 104/693, d1=0.566, d2=0.333 g=3.949 2/2 [==============================] - 0s 11ms/step >80, 105/693, d1=0.458, d2=0.445 g=3.951 2/2 [==============================] - 0s 12ms/step >80, 106/693, d1=0.394, d2=0.324 g=4.169 2/2 [==============================] - 0s 12ms/step >80, 107/693, d1=0.414, d2=0.423 g=2.191 2/2 [==============================] - 0s 12ms/step >80, 108/693, d1=0.456, d2=0.380 g=4.533 2/2 [==============================] - 0s 12ms/step >80, 109/693, d1=0.311, d2=0.318 g=3.046 2/2 [==============================] - 0s 11ms/step >80, 110/693, d1=0.439, d2=0.329 g=3.355 2/2 [==============================] - 0s 12ms/step >80, 111/693, d1=0.256, d2=0.284 g=3.811 2/2 [==============================] - 0s 12ms/step >80, 112/693, d1=0.376, d2=0.437 g=4.180 2/2 [==============================] - 0s 12ms/step >80, 113/693, d1=0.493, d2=0.315 g=4.347 2/2 [==============================] - 0s 12ms/step >80, 114/693, d1=0.497, d2=0.326 g=3.590 2/2 [==============================] - 0s 12ms/step >80, 115/693, d1=0.512, d2=0.346 g=4.321 2/2 [==============================] - 0s 11ms/step >80, 116/693, d1=0.441, d2=0.332 g=4.136 2/2 [==============================] - 0s 12ms/step >80, 117/693, d1=0.289, d2=0.262 g=3.683 2/2 [==============================] - 0s 13ms/step >80, 118/693, d1=0.368, d2=0.342 g=3.518 2/2 [==============================] - 0s 12ms/step >80, 119/693, d1=0.458, d2=0.229 g=3.852 2/2 [==============================] - 0s 12ms/step >80, 120/693, d1=0.417, d2=0.405 g=2.831 2/2 [==============================] - 0s 11ms/step >80, 121/693, d1=0.229, d2=0.382 g=4.551 2/2 [==============================] - 0s 13ms/step >80, 122/693, d1=0.388, d2=0.293 g=2.865 2/2 [==============================] - 0s 11ms/step >80, 123/693, d1=0.435, d2=0.351 g=2.628 2/2 [==============================] - 0s 12ms/step >80, 124/693, d1=0.468, d2=0.283 g=3.665 2/2 [==============================] - 0s 15ms/step >80, 125/693, d1=0.338, d2=0.282 g=4.379 2/2 [==============================] - 0s 12ms/step >80, 126/693, d1=0.292, d2=0.294 g=3.683 2/2 [==============================] - 0s 13ms/step >80, 127/693, d1=0.407, d2=0.421 g=2.677 2/2 [==============================] - 0s 11ms/step >80, 128/693, d1=0.419, d2=0.287 g=3.569 2/2 [==============================] - 0s 12ms/step >80, 129/693, d1=0.442, d2=0.301 g=4.040 2/2 [==============================] - 0s 11ms/step >80, 130/693, d1=0.487, d2=0.306 g=2.880 2/2 [==============================] - 0s 11ms/step >80, 131/693, d1=0.528, d2=0.344 g=2.396 2/2 [==============================] - 0s 12ms/step >80, 132/693, d1=0.352, d2=0.305 g=4.200 2/2 [==============================] - 0s 11ms/step >80, 133/693, d1=0.379, d2=0.398 g=3.493 2/2 [==============================] - 0s 12ms/step >80, 134/693, d1=0.297, d2=0.293 g=3.321 2/2 [==============================] - 0s 11ms/step >80, 135/693, d1=0.369, d2=0.498 g=3.200 2/2 [==============================] - 0s 11ms/step >80, 136/693, d1=0.291, d2=0.302 g=3.491 2/2 [==============================] - 0s 12ms/step >80, 137/693, d1=0.443, d2=0.229 g=3.692 2/2 [==============================] - 0s 12ms/step >80, 138/693, d1=0.517, d2=0.346 g=3.885 2/2 [==============================] - 0s 12ms/step >80, 139/693, d1=0.558, d2=0.318 g=3.252 2/2 [==============================] - 0s 12ms/step >80, 140/693, d1=0.446, d2=0.338 g=4.010 2/2 [==============================] - 0s 13ms/step >80, 141/693, d1=0.371, d2=0.464 g=2.825 2/2 [==============================] - 0s 11ms/step >80, 142/693, d1=0.365, d2=0.258 g=3.238 2/2 [==============================] - 0s 12ms/step >80, 143/693, d1=0.504, d2=0.299 g=4.605 2/2 [==============================] - 0s 12ms/step >80, 144/693, d1=0.411, d2=0.421 g=4.370 2/2 [==============================] - 0s 12ms/step >80, 145/693, d1=0.374, d2=0.274 g=3.789 2/2 [==============================] - 0s 12ms/step >80, 146/693, d1=0.350, d2=0.390 g=1.961 2/2 [==============================] - 0s 11ms/step >80, 147/693, d1=0.378, d2=0.231 g=2.487 2/2 [==============================] - 0s 11ms/step >80, 148/693, d1=0.311, d2=0.327 g=3.144 2/2 [==============================] - 0s 11ms/step >80, 149/693, d1=0.489, d2=0.383 g=3.753 2/2 [==============================] - 0s 13ms/step >80, 150/693, d1=0.405, d2=0.380 g=5.172 2/2 [==============================] - 0s 12ms/step >80, 151/693, d1=0.332, d2=0.250 g=4.564 2/2 [==============================] - 0s 12ms/step >80, 152/693, d1=0.358, d2=0.351 g=3.164 2/2 [==============================] - 0s 12ms/step >80, 153/693, d1=0.397, d2=0.369 g=4.784 2/2 [==============================] - 0s 11ms/step >80, 154/693, d1=0.402, d2=0.397 g=4.496 2/2 [==============================] - 0s 11ms/step >80, 155/693, d1=0.542, d2=0.234 g=2.557 2/2 [==============================] - 0s 12ms/step >80, 156/693, d1=0.351, d2=0.479 g=4.002 2/2 [==============================] - 0s 12ms/step >80, 157/693, d1=0.358, d2=0.285 g=4.302 2/2 [==============================] - 0s 10ms/step >80, 158/693, d1=0.383, d2=0.385 g=3.468 2/2 [==============================] - 0s 11ms/step >80, 159/693, d1=0.419, d2=0.275 g=3.364 2/2 [==============================] - 0s 12ms/step >80, 160/693, d1=0.321, d2=0.305 g=4.450 2/2 [==============================] - 0s 11ms/step >80, 161/693, d1=0.435, d2=0.368 g=3.888 2/2 [==============================] - 0s 11ms/step >80, 162/693, d1=0.513, d2=0.231 g=2.690 2/2 [==============================] - 0s 12ms/step >80, 163/693, d1=0.429, d2=0.298 g=3.822 2/2 [==============================] - 0s 12ms/step >80, 164/693, d1=0.382, d2=0.343 g=3.561 2/2 [==============================] - 0s 11ms/step >80, 165/693, d1=0.372, d2=0.273 g=5.378 2/2 [==============================] - 0s 11ms/step >80, 166/693, d1=0.323, d2=0.228 g=2.263 2/2 [==============================] - 0s 11ms/step >80, 167/693, d1=0.334, d2=0.359 g=4.815 2/2 [==============================] - 0s 12ms/step >80, 168/693, d1=0.568, d2=0.370 g=2.590 2/2 [==============================] - 0s 11ms/step >80, 169/693, d1=0.345, d2=0.332 g=3.087 2/2 [==============================] - 0s 12ms/step >80, 170/693, d1=0.278, d2=0.253 g=3.656 2/2 [==============================] - 0s 12ms/step >80, 171/693, d1=0.523, d2=0.357 g=4.932 2/2 [==============================] - 0s 13ms/step >80, 172/693, d1=0.374, d2=0.328 g=2.208 2/2 [==============================] - 0s 12ms/step >80, 173/693, d1=0.347, d2=0.324 g=4.435 2/2 [==============================] - 0s 12ms/step >80, 174/693, d1=0.378, d2=0.358 g=4.136 2/2 [==============================] - 0s 12ms/step >80, 175/693, d1=0.443, d2=0.304 g=3.160 2/2 [==============================] - 0s 11ms/step >80, 176/693, d1=0.415, d2=0.265 g=4.051 2/2 [==============================] - 0s 12ms/step >80, 177/693, d1=0.541, d2=0.409 g=4.276 2/2 [==============================] - 0s 13ms/step >80, 178/693, d1=0.457, d2=0.373 g=4.777 2/2 [==============================] - 0s 12ms/step >80, 179/693, d1=0.444, d2=0.413 g=2.281 2/2 [==============================] - 0s 12ms/step >80, 180/693, d1=0.359, d2=0.224 g=3.742 2/2 [==============================] - 0s 11ms/step >80, 181/693, d1=0.479, d2=0.502 g=3.856 2/2 [==============================] - 0s 12ms/step >80, 182/693, d1=0.435, d2=0.451 g=4.281 2/2 [==============================] - 0s 11ms/step >80, 183/693, d1=0.357, d2=0.295 g=2.821 2/2 [==============================] - 0s 11ms/step >80, 184/693, d1=0.486, d2=0.375 g=2.406 2/2 [==============================] - 0s 11ms/step >80, 185/693, d1=0.447, d2=0.346 g=3.240 2/2 [==============================] - 0s 11ms/step >80, 186/693, d1=0.487, d2=0.343 g=5.079 2/2 [==============================] - 0s 11ms/step >80, 187/693, d1=0.482, d2=0.391 g=3.999 2/2 [==============================] - 0s 11ms/step >80, 188/693, d1=0.342, d2=0.299 g=3.021 2/2 [==============================] - 0s 11ms/step >80, 189/693, d1=0.332, d2=0.249 g=3.425 2/2 [==============================] - 0s 12ms/step >80, 190/693, d1=0.368, d2=0.563 g=2.405 2/2 [==============================] - 0s 11ms/step >80, 191/693, d1=0.441, d2=0.257 g=2.972 2/2 [==============================] - 0s 13ms/step >80, 192/693, d1=0.472, d2=0.251 g=3.851 2/2 [==============================] - 0s 12ms/step >80, 193/693, d1=0.562, d2=0.326 g=3.703 2/2 [==============================] - 0s 11ms/step >80, 194/693, d1=0.361, d2=0.311 g=2.757 2/2 [==============================] - 0s 12ms/step >80, 195/693, d1=0.526, d2=0.424 g=2.548 2/2 [==============================] - 0s 12ms/step >80, 196/693, d1=0.364, d2=0.275 g=4.370 2/2 [==============================] - 0s 12ms/step >80, 197/693, d1=0.332, d2=0.312 g=4.271 2/2 [==============================] - 0s 11ms/step >80, 198/693, d1=0.545, d2=0.314 g=3.450 2/2 [==============================] - 0s 13ms/step >80, 199/693, d1=0.305, d2=0.374 g=4.893 2/2 [==============================] - 0s 12ms/step >80, 200/693, d1=0.407, d2=0.320 g=3.344 2/2 [==============================] - 0s 11ms/step >80, 201/693, d1=0.602, d2=0.269 g=3.353 2/2 [==============================] - 0s 12ms/step >80, 202/693, d1=0.477, d2=0.467 g=2.470 2/2 [==============================] - 0s 11ms/step >80, 203/693, d1=0.369, d2=0.357 g=2.680 2/2 [==============================] - 0s 12ms/step >80, 204/693, d1=0.427, d2=0.380 g=3.358 2/2 [==============================] - 0s 11ms/step >80, 205/693, d1=0.439, d2=0.361 g=2.890 2/2 [==============================] - 0s 12ms/step >80, 206/693, d1=0.328, d2=0.316 g=3.956 2/2 [==============================] - 0s 12ms/step >80, 207/693, d1=0.505, d2=0.290 g=3.502 2/2 [==============================] - 0s 11ms/step >80, 208/693, d1=0.396, d2=0.409 g=2.503 2/2 [==============================] - 0s 12ms/step >80, 209/693, d1=0.344, d2=0.402 g=4.429 2/2 [==============================] - 0s 12ms/step >80, 210/693, d1=0.421, d2=0.410 g=3.715 2/2 [==============================] - 0s 12ms/step >80, 211/693, d1=0.427, d2=0.311 g=3.549 2/2 [==============================] - 0s 12ms/step >80, 212/693, d1=0.347, d2=0.255 g=3.629 2/2 [==============================] - 0s 13ms/step >80, 213/693, d1=0.375, d2=0.240 g=2.605 2/2 [==============================] - 0s 13ms/step >80, 214/693, d1=0.526, d2=0.449 g=3.908 2/2 [==============================] - 0s 14ms/step >80, 215/693, d1=0.487, d2=0.342 g=3.731 2/2 [==============================] - 0s 12ms/step >80, 216/693, d1=0.276, d2=0.348 g=4.419 2/2 [==============================] - 0s 11ms/step >80, 217/693, d1=0.503, d2=0.403 g=3.340 2/2 [==============================] - 0s 12ms/step >80, 218/693, d1=0.359, d2=0.303 g=3.232 2/2 [==============================] - 0s 11ms/step >80, 219/693, d1=0.361, d2=0.317 g=4.754 2/2 [==============================] - 0s 13ms/step >80, 220/693, d1=0.396, d2=0.314 g=3.164 2/2 [==============================] - 0s 11ms/step >80, 221/693, d1=0.485, d2=0.364 g=4.722 2/2 [==============================] - 0s 11ms/step >80, 222/693, d1=0.374, d2=0.298 g=2.644 2/2 [==============================] - 0s 12ms/step >80, 223/693, d1=0.404, d2=0.379 g=3.626 2/2 [==============================] - 0s 11ms/step >80, 224/693, d1=0.436, d2=0.303 g=5.007 2/2 [==============================] - 0s 12ms/step >80, 225/693, d1=0.370, d2=0.302 g=4.369 2/2 [==============================] - 0s 12ms/step >80, 226/693, d1=0.325, d2=0.251 g=3.717 2/2 [==============================] - 0s 12ms/step >80, 227/693, d1=0.494, d2=0.386 g=3.172 2/2 [==============================] - 0s 12ms/step >80, 228/693, d1=0.400, d2=0.305 g=3.538 2/2 [==============================] - 0s 15ms/step >80, 229/693, d1=0.267, d2=0.363 g=2.615 2/2 [==============================] - 0s 10ms/step >80, 230/693, d1=0.441, d2=0.374 g=4.950 2/2 [==============================] - 0s 11ms/step >80, 231/693, d1=0.410, d2=0.205 g=3.794 2/2 [==============================] - 0s 12ms/step >80, 232/693, d1=0.292, d2=0.335 g=4.466 2/2 [==============================] - 0s 13ms/step >80, 233/693, d1=0.344, d2=0.285 g=3.964 2/2 [==============================] - 0s 11ms/step >80, 234/693, d1=0.383, d2=0.311 g=2.256 2/2 [==============================] - 0s 11ms/step >80, 235/693, d1=0.281, d2=0.305 g=3.474 2/2 [==============================] - 0s 12ms/step >80, 236/693, d1=0.387, d2=0.310 g=3.408 2/2 [==============================] - 0s 11ms/step >80, 237/693, d1=0.465, d2=0.299 g=2.689 2/2 [==============================] - 0s 12ms/step >80, 238/693, d1=0.354, d2=0.268 g=3.130 2/2 [==============================] - 0s 12ms/step >80, 239/693, d1=0.440, d2=0.255 g=4.963 2/2 [==============================] - 0s 11ms/step >80, 240/693, d1=0.287, d2=0.399 g=3.282 2/2 [==============================] - 0s 12ms/step >80, 241/693, d1=0.473, d2=0.299 g=2.801 2/2 [==============================] - 0s 11ms/step >80, 242/693, d1=0.361, d2=0.297 g=2.246 2/2 [==============================] - 0s 12ms/step >80, 243/693, d1=0.440, d2=0.337 g=5.261 2/2 [==============================] - 0s 11ms/step >80, 244/693, d1=0.385, d2=0.264 g=2.525 2/2 [==============================] - 0s 12ms/step >80, 245/693, d1=0.534, d2=0.225 g=4.164 2/2 [==============================] - 0s 13ms/step >80, 246/693, d1=0.341, d2=0.348 g=3.908 2/2 [==============================] - 0s 13ms/step >80, 247/693, d1=0.455, d2=0.318 g=2.820 2/2 [==============================] - 0s 13ms/step >80, 248/693, d1=0.449, d2=0.284 g=5.364 2/2 [==============================] - 0s 12ms/step >80, 249/693, d1=0.562, d2=0.498 g=3.648 2/2 [==============================] - 0s 12ms/step >80, 250/693, d1=0.355, d2=0.318 g=3.822 2/2 [==============================] - 0s 13ms/step >80, 251/693, d1=0.349, d2=0.377 g=2.759 2/2 [==============================] - 0s 13ms/step >80, 252/693, d1=0.337, d2=0.304 g=5.099 2/2 [==============================] - 0s 12ms/step >80, 253/693, d1=0.559, d2=0.262 g=2.042 2/2 [==============================] - 0s 11ms/step >80, 254/693, d1=0.299, d2=0.386 g=4.199 2/2 [==============================] - 0s 12ms/step >80, 255/693, d1=0.360, d2=0.331 g=4.729 2/2 [==============================] - 0s 12ms/step >80, 256/693, d1=0.401, d2=0.275 g=4.785 2/2 [==============================] - 0s 11ms/step >80, 257/693, d1=0.391, d2=0.346 g=4.154 2/2 [==============================] - 0s 12ms/step >80, 258/693, d1=0.351, d2=0.253 g=3.676 2/2 [==============================] - 0s 21ms/step >80, 259/693, d1=0.385, d2=0.277 g=2.131 2/2 [==============================] - 0s 12ms/step >80, 260/693, d1=0.332, d2=0.284 g=4.129 2/2 [==============================] - 0s 12ms/step >80, 261/693, d1=0.423, d2=0.423 g=2.706 2/2 [==============================] - 0s 11ms/step >80, 262/693, d1=0.351, d2=0.358 g=3.983 2/2 [==============================] - 0s 12ms/step >80, 263/693, d1=0.411, d2=0.232 g=2.168 2/2 [==============================] - 0s 12ms/step >80, 264/693, d1=0.355, d2=0.440 g=3.717 2/2 [==============================] - 0s 13ms/step >80, 265/693, d1=0.417, d2=0.247 g=2.338 2/2 [==============================] - 0s 12ms/step >80, 266/693, d1=0.314, d2=0.348 g=3.137 2/2 [==============================] - 0s 12ms/step >80, 267/693, d1=0.372, d2=0.475 g=4.943 2/2 [==============================] - 0s 12ms/step >80, 268/693, d1=0.336, d2=0.236 g=4.118 2/2 [==============================] - 0s 12ms/step >80, 269/693, d1=0.523, d2=0.293 g=2.492 2/2 [==============================] - 0s 11ms/step >80, 270/693, d1=0.497, d2=0.403 g=4.989 2/2 [==============================] - 0s 12ms/step >80, 271/693, d1=0.366, d2=0.476 g=3.443 2/2 [==============================] - 0s 12ms/step >80, 272/693, d1=0.371, d2=0.279 g=3.186 2/2 [==============================] - 0s 11ms/step >80, 273/693, d1=0.457, d2=0.233 g=2.266 2/2 [==============================] - 0s 12ms/step >80, 274/693, d1=0.487, d2=0.266 g=4.297 2/2 [==============================] - 0s 12ms/step >80, 275/693, d1=0.421, d2=0.392 g=3.770 2/2 [==============================] - 0s 12ms/step >80, 276/693, d1=0.312, d2=0.379 g=3.059 2/2 [==============================] - 0s 11ms/step >80, 277/693, d1=0.397, d2=0.257 g=3.600 2/2 [==============================] - 0s 11ms/step >80, 278/693, d1=0.538, d2=0.346 g=3.915 2/2 [==============================] - 0s 14ms/step >80, 279/693, d1=0.376, d2=0.411 g=3.734 2/2 [==============================] - 0s 12ms/step >80, 280/693, d1=0.413, d2=0.232 g=4.244 2/2 [==============================] - 0s 13ms/step >80, 281/693, d1=0.383, d2=0.366 g=4.158 2/2 [==============================] - 0s 12ms/step >80, 282/693, d1=0.314, d2=0.338 g=3.317 2/2 [==============================] - 0s 16ms/step >80, 283/693, d1=0.311, d2=0.248 g=4.908 2/2 [==============================] - 0s 11ms/step >80, 284/693, d1=0.457, d2=0.313 g=4.202 2/2 [==============================] - 0s 12ms/step >80, 285/693, d1=0.351, d2=0.256 g=3.372 2/2 [==============================] - 0s 12ms/step >80, 286/693, d1=0.560, d2=0.295 g=2.460 2/2 [==============================] - 0s 12ms/step >80, 287/693, d1=0.479, d2=0.309 g=2.889 2/2 [==============================] - 0s 12ms/step >80, 288/693, d1=0.604, d2=0.431 g=3.138 2/2 [==============================] - 0s 13ms/step >80, 289/693, d1=0.374, d2=0.361 g=2.772 2/2 [==============================] - 0s 12ms/step >80, 290/693, d1=0.436, d2=0.331 g=3.903 2/2 [==============================] - 0s 11ms/step >80, 291/693, d1=0.342, d2=0.443 g=3.615 2/2 [==============================] - 0s 12ms/step >80, 292/693, d1=0.510, d2=0.264 g=2.734 2/2 [==============================] - 0s 11ms/step >80, 293/693, d1=0.471, d2=0.289 g=3.819 2/2 [==============================] - 0s 10ms/step >80, 294/693, d1=0.405, d2=0.322 g=3.399 2/2 [==============================] - 0s 13ms/step >80, 295/693, d1=0.321, d2=0.368 g=4.137 2/2 [==============================] - 0s 12ms/step >80, 296/693, d1=0.335, d2=0.327 g=3.373 2/2 [==============================] - 0s 12ms/step >80, 297/693, d1=0.493, d2=0.372 g=5.756 2/2 [==============================] - 0s 12ms/step >80, 298/693, d1=0.463, d2=0.440 g=4.423 2/2 [==============================] - 0s 12ms/step >80, 299/693, d1=0.310, d2=0.376 g=3.031 2/2 [==============================] - 0s 11ms/step >80, 300/693, d1=0.413, d2=0.280 g=3.940 2/2 [==============================] - 0s 11ms/step >80, 301/693, d1=0.467, d2=0.334 g=3.623 2/2 [==============================] - 0s 11ms/step >80, 302/693, d1=0.442, d2=0.403 g=3.780 2/2 [==============================] - 0s 11ms/step >80, 303/693, d1=0.414, d2=0.402 g=2.552 2/2 [==============================] - 0s 12ms/step >80, 304/693, d1=0.573, d2=0.261 g=3.424 2/2 [==============================] - 0s 13ms/step >80, 305/693, d1=0.484, d2=0.348 g=4.471 2/2 [==============================] - 0s 12ms/step >80, 306/693, d1=0.341, d2=0.324 g=3.560 2/2 [==============================] - 0s 13ms/step >80, 307/693, d1=0.496, d2=0.379 g=4.062 2/2 [==============================] - 0s 12ms/step >80, 308/693, d1=0.401, d2=0.276 g=3.430 2/2 [==============================] - 0s 12ms/step >80, 309/693, d1=0.342, d2=0.384 g=2.557 2/2 [==============================] - 0s 11ms/step >80, 310/693, d1=0.410, d2=0.280 g=4.169 2/2 [==============================] - 0s 11ms/step >80, 311/693, d1=0.350, d2=0.285 g=5.420 2/2 [==============================] - 0s 12ms/step >80, 312/693, d1=0.408, d2=0.444 g=3.277 2/2 [==============================] - 0s 12ms/step >80, 313/693, d1=0.519, d2=0.314 g=4.225 2/2 [==============================] - 0s 11ms/step >80, 314/693, d1=0.408, d2=0.338 g=2.778 2/2 [==============================] - 0s 13ms/step >80, 315/693, d1=0.418, d2=0.326 g=3.619 2/2 [==============================] - 0s 13ms/step >80, 316/693, d1=0.395, d2=0.511 g=2.973 2/2 [==============================] - 0s 11ms/step >80, 317/693, d1=0.490, d2=0.250 g=4.735 2/2 [==============================] - 0s 12ms/step >80, 318/693, d1=0.406, d2=0.227 g=4.031 2/2 [==============================] - 0s 12ms/step >80, 319/693, d1=0.402, d2=0.427 g=4.264 2/2 [==============================] - 0s 12ms/step >80, 320/693, d1=0.439, d2=0.303 g=2.903 2/2 [==============================] - 0s 12ms/step >80, 321/693, d1=0.442, d2=0.279 g=4.622 2/2 [==============================] - 0s 12ms/step >80, 322/693, d1=0.443, d2=0.391 g=3.205 2/2 [==============================] - 0s 12ms/step >80, 323/693, d1=0.496, d2=0.422 g=2.952 2/2 [==============================] - 0s 12ms/step >80, 324/693, d1=0.553, d2=0.537 g=3.134 2/2 [==============================] - 0s 13ms/step >80, 325/693, d1=0.367, d2=0.308 g=5.474 2/2 [==============================] - 0s 12ms/step >80, 326/693, d1=0.423, d2=0.290 g=4.668 2/2 [==============================] - 0s 12ms/step >80, 327/693, d1=0.419, d2=0.434 g=4.062 2/2 [==============================] - 0s 12ms/step >80, 328/693, d1=0.437, d2=0.198 g=3.483 2/2 [==============================] - 0s 12ms/step >80, 329/693, d1=0.351, d2=0.435 g=3.449 2/2 [==============================] - 0s 11ms/step >80, 330/693, d1=0.354, d2=0.332 g=5.816 2/2 [==============================] - 0s 12ms/step >80, 331/693, d1=0.548, d2=0.299 g=4.272 2/2 [==============================] - 0s 12ms/step >80, 332/693, d1=0.365, d2=0.444 g=3.287 2/2 [==============================] - 0s 13ms/step >80, 333/693, d1=0.375, d2=0.293 g=3.607 2/2 [==============================] - 0s 12ms/step >80, 334/693, d1=0.405, d2=0.341 g=2.679 2/2 [==============================] - 0s 12ms/step >80, 335/693, d1=0.349, d2=0.359 g=3.870 2/2 [==============================] - 0s 12ms/step >80, 336/693, d1=0.382, d2=0.262 g=2.488 2/2 [==============================] - 0s 12ms/step >80, 337/693, d1=0.411, d2=0.344 g=3.177 2/2 [==============================] - 0s 11ms/step >80, 338/693, d1=0.390, d2=0.346 g=2.524 2/2 [==============================] - 0s 12ms/step >80, 339/693, d1=0.324, d2=0.329 g=3.821 2/2 [==============================] - 0s 12ms/step >80, 340/693, d1=0.314, d2=0.343 g=2.991 2/2 [==============================] - 0s 11ms/step >80, 341/693, d1=0.455, d2=0.294 g=2.495 2/2 [==============================] - 0s 12ms/step >80, 342/693, d1=0.405, d2=0.270 g=2.978 2/2 [==============================] - 0s 12ms/step >80, 343/693, d1=0.335, d2=0.391 g=4.154 2/2 [==============================] - 0s 11ms/step >80, 344/693, d1=0.453, d2=0.343 g=2.359 2/2 [==============================] - 0s 12ms/step >80, 345/693, d1=0.472, d2=0.347 g=3.619 2/2 [==============================] - 0s 12ms/step >80, 346/693, d1=0.341, d2=0.359 g=2.987 2/2 [==============================] - 0s 12ms/step >80, 347/693, d1=0.430, d2=0.422 g=4.488 2/2 [==============================] - 0s 12ms/step >80, 348/693, d1=0.481, d2=0.357 g=3.295 2/2 [==============================] - 0s 11ms/step >80, 349/693, d1=0.380, d2=0.268 g=3.246 2/2 [==============================] - 0s 12ms/step >80, 350/693, d1=0.473, d2=0.266 g=3.218 2/2 [==============================] - 0s 12ms/step >80, 351/693, d1=0.455, d2=0.379 g=3.909 2/2 [==============================] - 0s 12ms/step >80, 352/693, d1=0.379, d2=0.347 g=3.223 2/2 [==============================] - 0s 13ms/step >80, 353/693, d1=0.379, d2=0.360 g=3.655 2/2 [==============================] - 0s 11ms/step >80, 354/693, d1=0.370, d2=0.429 g=3.823 2/2 [==============================] - 0s 12ms/step >80, 355/693, d1=0.476, d2=0.346 g=3.091 2/2 [==============================] - 0s 12ms/step >80, 356/693, d1=0.493, d2=0.334 g=3.227 2/2 [==============================] - 0s 11ms/step >80, 357/693, d1=0.253, d2=0.372 g=4.522 2/2 [==============================] - 0s 12ms/step >80, 358/693, d1=0.406, d2=0.248 g=2.568 2/2 [==============================] - 0s 15ms/step >80, 359/693, d1=0.479, d2=0.417 g=3.950 2/2 [==============================] - 0s 12ms/step >80, 360/693, d1=0.402, d2=0.262 g=4.466 2/2 [==============================] - 0s 13ms/step >80, 361/693, d1=0.505, d2=0.330 g=3.870 2/2 [==============================] - 0s 11ms/step >80, 362/693, d1=0.475, d2=0.392 g=4.153 2/2 [==============================] - 0s 11ms/step >80, 363/693, d1=0.254, d2=0.290 g=4.147 2/2 [==============================] - 0s 12ms/step >80, 364/693, d1=0.358, d2=0.273 g=2.737 2/2 [==============================] - 0s 12ms/step >80, 365/693, d1=0.640, d2=0.319 g=3.218 2/2 [==============================] - 0s 12ms/step >80, 366/693, d1=0.397, d2=0.333 g=3.569 2/2 [==============================] - 0s 11ms/step >80, 367/693, d1=0.402, d2=0.267 g=5.086 2/2 [==============================] - 0s 12ms/step >80, 368/693, d1=0.318, d2=0.285 g=5.177 2/2 [==============================] - 0s 12ms/step >80, 369/693, d1=0.418, d2=0.437 g=2.844 2/2 [==============================] - 0s 12ms/step >80, 370/693, d1=0.466, d2=0.310 g=3.393 2/2 [==============================] - 0s 11ms/step >80, 371/693, d1=0.512, d2=0.300 g=3.157 2/2 [==============================] - 0s 12ms/step >80, 372/693, d1=0.285, d2=0.332 g=2.985 2/2 [==============================] - 0s 10ms/step >80, 373/693, d1=0.312, d2=0.423 g=3.642 2/2 [==============================] - 0s 14ms/step >80, 374/693, d1=0.472, d2=0.301 g=3.558 2/2 [==============================] - 0s 12ms/step >80, 375/693, d1=0.330, d2=0.432 g=3.963 2/2 [==============================] - 0s 12ms/step >80, 376/693, d1=0.535, d2=0.328 g=4.046 2/2 [==============================] - 0s 13ms/step >80, 377/693, d1=0.437, d2=0.361 g=5.171 2/2 [==============================] - 0s 13ms/step >80, 378/693, d1=0.282, d2=0.287 g=4.014 2/2 [==============================] - 0s 11ms/step >80, 379/693, d1=0.327, d2=0.412 g=3.265 2/2 [==============================] - 0s 12ms/step >80, 380/693, d1=0.462, d2=0.307 g=4.317 2/2 [==============================] - 0s 11ms/step >80, 381/693, d1=0.491, d2=0.317 g=2.366 2/2 [==============================] - 0s 12ms/step >80, 382/693, d1=0.404, d2=0.401 g=3.644 2/2 [==============================] - 0s 15ms/step >80, 383/693, d1=0.398, d2=0.339 g=3.172 2/2 [==============================] - 0s 11ms/step >80, 384/693, d1=0.394, d2=0.331 g=3.364 2/2 [==============================] - 0s 12ms/step >80, 385/693, d1=0.338, d2=0.256 g=3.591 2/2 [==============================] - 0s 12ms/step >80, 386/693, d1=0.442, d2=0.311 g=2.586 2/2 [==============================] - 0s 12ms/step >80, 387/693, d1=0.431, d2=0.267 g=3.524 2/2 [==============================] - 0s 11ms/step >80, 388/693, d1=0.375, d2=0.302 g=2.744 2/2 [==============================] - 0s 11ms/step >80, 389/693, d1=0.350, d2=0.431 g=2.515 2/2 [==============================] - 0s 11ms/step >80, 390/693, d1=0.460, d2=0.350 g=3.476 2/2 [==============================] - 0s 13ms/step >80, 391/693, d1=0.486, d2=0.313 g=3.417 2/2 [==============================] - 0s 12ms/step >80, 392/693, d1=0.522, d2=0.288 g=4.308 2/2 [==============================] - 0s 12ms/step >80, 393/693, d1=0.408, d2=0.298 g=5.193 2/2 [==============================] - 0s 12ms/step >80, 394/693, d1=0.397, d2=0.296 g=3.684 2/2 [==============================] - 0s 12ms/step >80, 395/693, d1=0.336, d2=0.260 g=4.243 2/2 [==============================] - 0s 12ms/step >80, 396/693, d1=0.318, d2=0.335 g=3.877 2/2 [==============================] - 0s 12ms/step >80, 397/693, d1=0.596, d2=0.331 g=4.588 2/2 [==============================] - 0s 12ms/step >80, 398/693, d1=0.372, d2=0.347 g=3.593 2/2 [==============================] - 0s 11ms/step >80, 399/693, d1=0.398, d2=0.239 g=4.023 2/2 [==============================] - 0s 12ms/step >80, 400/693, d1=0.325, d2=0.319 g=2.543 2/2 [==============================] - 0s 12ms/step >80, 401/693, d1=0.530, d2=0.324 g=3.065 2/2 [==============================] - 0s 12ms/step >80, 402/693, d1=0.285, d2=0.348 g=4.410 2/2 [==============================] - 0s 11ms/step >80, 403/693, d1=0.461, d2=0.278 g=3.107 2/2 [==============================] - 0s 11ms/step >80, 404/693, d1=0.409, d2=0.363 g=3.442 2/2 [==============================] - 0s 12ms/step >80, 405/693, d1=0.350, d2=0.233 g=4.185 2/2 [==============================] - 0s 10ms/step >80, 406/693, d1=0.314, d2=0.298 g=3.041 2/2 [==============================] - 0s 12ms/step >80, 407/693, d1=0.322, d2=0.319 g=3.879 2/2 [==============================] - 0s 17ms/step >80, 408/693, d1=0.340, d2=0.293 g=4.122 2/2 [==============================] - 0s 12ms/step >80, 409/693, d1=0.305, d2=0.339 g=2.652 2/2 [==============================] - 0s 15ms/step >80, 410/693, d1=0.622, d2=0.317 g=3.550 2/2 [==============================] - 0s 13ms/step >80, 411/693, d1=0.371, d2=0.350 g=2.737 2/2 [==============================] - 0s 13ms/step >80, 412/693, d1=0.428, d2=0.387 g=3.198 2/2 [==============================] - 0s 12ms/step >80, 413/693, d1=0.374, d2=0.384 g=2.782 2/2 [==============================] - 0s 11ms/step >80, 414/693, d1=0.399, d2=0.356 g=3.820 2/2 [==============================] - 0s 12ms/step >80, 415/693, d1=0.469, d2=0.301 g=4.225 2/2 [==============================] - 0s 12ms/step >80, 416/693, d1=0.382, d2=0.339 g=2.426 2/2 [==============================] - 0s 14ms/step >80, 417/693, d1=0.250, d2=0.394 g=3.738 2/2 [==============================] - 0s 12ms/step >80, 418/693, d1=0.423, d2=0.370 g=3.417 2/2 [==============================] - 0s 11ms/step >80, 419/693, d1=0.559, d2=0.267 g=3.187 2/2 [==============================] - 0s 11ms/step >80, 420/693, d1=0.422, d2=0.341 g=3.302 2/2 [==============================] - 0s 12ms/step >80, 421/693, d1=0.569, d2=0.299 g=3.797 2/2 [==============================] - 0s 13ms/step >80, 422/693, d1=0.514, d2=0.330 g=4.021 2/2 [==============================] - 0s 12ms/step >80, 423/693, d1=0.191, d2=0.361 g=3.889 2/2 [==============================] - 0s 12ms/step >80, 424/693, d1=0.510, d2=0.320 g=4.325 2/2 [==============================] - 0s 13ms/step >80, 425/693, d1=0.307, d2=0.339 g=3.655 2/2 [==============================] - 0s 12ms/step >80, 426/693, d1=0.434, d2=0.217 g=2.670 2/2 [==============================] - 0s 12ms/step >80, 427/693, d1=0.411, d2=0.347 g=3.354 2/2 [==============================] - 0s 12ms/step >80, 428/693, d1=0.354, d2=0.341 g=3.325 2/2 [==============================] - 0s 13ms/step >80, 429/693, d1=0.336, d2=0.244 g=3.407 2/2 [==============================] - 0s 14ms/step >80, 430/693, d1=0.469, d2=0.326 g=3.230 2/2 [==============================] - 0s 16ms/step >80, 431/693, d1=0.361, d2=0.502 g=2.943 2/2 [==============================] - 0s 12ms/step >80, 432/693, d1=0.332, d2=0.347 g=2.882 2/2 [==============================] - 0s 13ms/step >80, 433/693, d1=0.441, d2=0.274 g=3.419 2/2 [==============================] - 0s 13ms/step >80, 434/693, d1=0.507, d2=0.261 g=3.577 2/2 [==============================] - 0s 13ms/step >80, 435/693, d1=0.371, d2=0.345 g=4.028 2/2 [==============================] - 0s 12ms/step >80, 436/693, d1=0.287, d2=0.244 g=3.913 2/2 [==============================] - 0s 14ms/step >80, 437/693, d1=0.275, d2=0.310 g=2.378 2/2 [==============================] - 0s 13ms/step >80, 438/693, d1=0.468, d2=0.343 g=2.015 2/2 [==============================] - 0s 12ms/step >80, 439/693, d1=0.501, d2=0.280 g=3.716 2/2 [==============================] - 0s 12ms/step >80, 440/693, d1=0.428, d2=0.369 g=4.482 2/2 [==============================] - 0s 12ms/step >80, 441/693, d1=0.358, d2=0.432 g=2.815 2/2 [==============================] - 0s 11ms/step >80, 442/693, d1=0.403, d2=0.279 g=2.660 2/2 [==============================] - 0s 13ms/step >80, 443/693, d1=0.500, d2=0.356 g=4.446 2/2 [==============================] - 0s 12ms/step >80, 444/693, d1=0.393, d2=0.320 g=3.427 2/2 [==============================] - 0s 11ms/step >80, 445/693, d1=0.328, d2=0.478 g=4.520 2/2 [==============================] - 0s 11ms/step >80, 446/693, d1=0.297, d2=0.259 g=4.023 2/2 [==============================] - 0s 11ms/step >80, 447/693, d1=0.582, d2=0.267 g=3.517 2/2 [==============================] - 0s 12ms/step >80, 448/693, d1=0.459, d2=0.336 g=3.627 2/2 [==============================] - 0s 12ms/step >80, 449/693, d1=0.414, d2=0.466 g=2.965 2/2 [==============================] - 0s 12ms/step >80, 450/693, d1=0.563, d2=0.366 g=3.578 2/2 [==============================] - 0s 12ms/step >80, 451/693, d1=0.414, d2=0.424 g=2.924 2/2 [==============================] - 0s 13ms/step >80, 452/693, d1=0.347, d2=0.290 g=3.652 2/2 [==============================] - 0s 13ms/step >80, 453/693, d1=0.406, d2=0.256 g=3.130 2/2 [==============================] - 0s 13ms/step >80, 454/693, d1=0.452, d2=0.302 g=2.529 2/2 [==============================] - 0s 12ms/step >80, 455/693, d1=0.312, d2=0.310 g=3.559 2/2 [==============================] - 0s 12ms/step >80, 456/693, d1=0.427, d2=0.472 g=4.557 2/2 [==============================] - 0s 12ms/step >80, 457/693, d1=0.348, d2=0.359 g=4.504 2/2 [==============================] - 0s 12ms/step >80, 458/693, d1=0.223, d2=0.321 g=5.089 2/2 [==============================] - 0s 12ms/step >80, 459/693, d1=0.567, d2=0.256 g=4.028 2/2 [==============================] - 0s 12ms/step >80, 460/693, d1=0.405, d2=0.328 g=3.332 2/2 [==============================] - 0s 12ms/step >80, 461/693, d1=0.312, d2=0.262 g=3.231 2/2 [==============================] - 0s 11ms/step >80, 462/693, d1=0.393, d2=0.350 g=4.038 2/2 [==============================] - 0s 15ms/step >80, 463/693, d1=0.286, d2=0.330 g=4.092 2/2 [==============================] - 0s 12ms/step >80, 464/693, d1=0.450, d2=0.342 g=3.718 2/2 [==============================] - 0s 11ms/step >80, 465/693, d1=0.598, d2=0.404 g=3.112 2/2 [==============================] - 0s 11ms/step >80, 466/693, d1=0.310, d2=0.314 g=4.336 2/2 [==============================] - 0s 12ms/step >80, 467/693, d1=0.508, d2=0.394 g=3.591 2/2 [==============================] - 0s 12ms/step >80, 468/693, d1=0.282, d2=0.244 g=3.135 2/2 [==============================] - 0s 12ms/step >80, 469/693, d1=0.431, d2=0.257 g=2.595 2/2 [==============================] - 0s 13ms/step >80, 470/693, d1=0.322, d2=0.407 g=3.856 2/2 [==============================] - 0s 12ms/step >80, 471/693, d1=0.472, d2=0.312 g=2.578 2/2 [==============================] - 0s 12ms/step >80, 472/693, d1=0.283, d2=0.360 g=3.892 2/2 [==============================] - 0s 12ms/step >80, 473/693, d1=0.397, d2=0.277 g=3.442 2/2 [==============================] - 0s 11ms/step >80, 474/693, d1=0.402, d2=0.246 g=2.498 2/2 [==============================] - 0s 13ms/step >80, 475/693, d1=0.292, d2=0.212 g=3.854 2/2 [==============================] - 0s 12ms/step >80, 476/693, d1=0.499, d2=0.416 g=3.634 2/2 [==============================] - 0s 13ms/step >80, 477/693, d1=0.356, d2=0.316 g=2.143 2/2 [==============================] - 0s 13ms/step >80, 478/693, d1=0.320, d2=0.525 g=3.932 2/2 [==============================] - 0s 13ms/step >80, 479/693, d1=0.495, d2=0.190 g=2.281 2/2 [==============================] - 0s 12ms/step >80, 480/693, d1=0.667, d2=0.401 g=2.324 2/2 [==============================] - 0s 14ms/step >80, 481/693, d1=0.338, d2=0.344 g=3.023 2/2 [==============================] - 0s 13ms/step >80, 482/693, d1=0.412, d2=0.452 g=4.049 2/2 [==============================] - 0s 18ms/step >80, 483/693, d1=0.332, d2=0.223 g=4.044 2/2 [==============================] - 0s 13ms/step >80, 484/693, d1=0.492, d2=0.277 g=2.300 2/2 [==============================] - 0s 13ms/step >80, 485/693, d1=0.425, d2=0.515 g=3.937 2/2 [==============================] - 0s 13ms/step >80, 486/693, d1=0.395, d2=0.362 g=4.950 2/2 [==============================] - 0s 12ms/step >80, 487/693, d1=0.336, d2=0.216 g=4.444 2/2 [==============================] - 0s 12ms/step >80, 488/693, d1=0.403, d2=0.365 g=3.859 2/2 [==============================] - 0s 13ms/step >80, 489/693, d1=0.338, d2=0.315 g=3.493 2/2 [==============================] - 0s 12ms/step >80, 490/693, d1=0.368, d2=0.315 g=3.602 2/2 [==============================] - 0s 13ms/step >80, 491/693, d1=0.466, d2=0.361 g=3.999 2/2 [==============================] - 0s 13ms/step >80, 492/693, d1=0.365, d2=0.322 g=4.949 2/2 [==============================] - 0s 14ms/step >80, 493/693, d1=0.445, d2=0.367 g=2.764 2/2 [==============================] - 0s 13ms/step >80, 494/693, d1=0.454, d2=0.392 g=4.962 2/2 [==============================] - 0s 13ms/step >80, 495/693, d1=0.538, d2=0.365 g=3.253 2/2 [==============================] - 0s 11ms/step >80, 496/693, d1=0.322, d2=0.318 g=3.251 2/2 [==============================] - 0s 12ms/step >80, 497/693, d1=0.445, d2=0.308 g=2.277 2/2 [==============================] - 0s 13ms/step >80, 498/693, d1=0.388, d2=0.339 g=3.799 2/2 [==============================] - 0s 13ms/step >80, 499/693, d1=0.416, d2=0.425 g=3.526 2/2 [==============================] - 0s 12ms/step >80, 500/693, d1=0.403, d2=0.230 g=4.137 2/2 [==============================] - 0s 12ms/step >80, 501/693, d1=0.623, d2=0.286 g=3.169 2/2 [==============================] - 0s 13ms/step >80, 502/693, d1=0.410, d2=0.296 g=2.408 2/2 [==============================] - 0s 12ms/step >80, 503/693, d1=0.334, d2=0.352 g=4.290 2/2 [==============================] - 0s 15ms/step >80, 504/693, d1=0.547, d2=0.502 g=3.233 2/2 [==============================] - 0s 13ms/step >80, 505/693, d1=0.331, d2=0.303 g=4.445 2/2 [==============================] - 0s 12ms/step >80, 506/693, d1=0.514, d2=0.443 g=3.864 2/2 [==============================] - 0s 12ms/step >80, 507/693, d1=0.431, d2=0.301 g=4.271 2/2 [==============================] - 0s 13ms/step >80, 508/693, d1=0.314, d2=0.236 g=4.011 2/2 [==============================] - 0s 12ms/step >80, 509/693, d1=0.367, d2=0.297 g=6.048 2/2 [==============================] - 0s 12ms/step >80, 510/693, d1=0.429, d2=0.384 g=3.919 2/2 [==============================] - 0s 13ms/step >80, 511/693, d1=0.365, d2=0.265 g=4.507 2/2 [==============================] - 0s 12ms/step >80, 512/693, d1=0.463, d2=0.439 g=2.873 2/2 [==============================] - 0s 12ms/step >80, 513/693, d1=0.417, d2=0.475 g=3.677 2/2 [==============================] - 0s 13ms/step >80, 514/693, d1=0.511, d2=0.280 g=2.902 2/2 [==============================] - 0s 11ms/step >80, 515/693, d1=0.545, d2=0.251 g=3.078 2/2 [==============================] - 0s 12ms/step >80, 516/693, d1=0.378, d2=0.437 g=3.937 2/2 [==============================] - 0s 11ms/step >80, 517/693, d1=0.476, d2=0.237 g=2.931 2/2 [==============================] - 0s 10ms/step >80, 518/693, d1=0.436, d2=0.313 g=3.077 2/2 [==============================] - 0s 12ms/step >80, 519/693, d1=0.290, d2=0.332 g=2.903 2/2 [==============================] - 0s 12ms/step >80, 520/693, d1=0.508, d2=0.342 g=3.709 2/2 [==============================] - 0s 11ms/step >80, 521/693, d1=0.298, d2=0.299 g=3.005 2/2 [==============================] - 0s 11ms/step >80, 522/693, d1=0.311, d2=0.407 g=3.444 2/2 [==============================] - 0s 11ms/step >80, 523/693, d1=0.179, d2=0.213 g=2.887 2/2 [==============================] - 0s 11ms/step >80, 524/693, d1=0.420, d2=0.372 g=3.447 2/2 [==============================] - 0s 12ms/step >80, 525/693, d1=0.285, d2=0.310 g=3.729 2/2 [==============================] - 0s 12ms/step >80, 526/693, d1=0.471, d2=0.316 g=3.584 2/2 [==============================] - 0s 12ms/step >80, 527/693, d1=0.360, d2=0.292 g=3.642 2/2 [==============================] - 0s 12ms/step >80, 528/693, d1=0.517, d2=0.438 g=3.449 2/2 [==============================] - 0s 11ms/step >80, 529/693, d1=0.457, d2=0.327 g=3.153 2/2 [==============================] - 0s 13ms/step >80, 530/693, d1=0.332, d2=0.338 g=2.541 2/2 [==============================] - 0s 15ms/step >80, 531/693, d1=0.452, d2=0.229 g=3.139 2/2 [==============================] - 0s 13ms/step >80, 532/693, d1=0.336, d2=0.309 g=3.233 2/2 [==============================] - 0s 12ms/step >80, 533/693, d1=0.358, d2=0.356 g=2.899 2/2 [==============================] - 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0s 12ms/step >80, 545/693, d1=0.354, d2=0.277 g=3.175 2/2 [==============================] - 0s 12ms/step >80, 546/693, d1=0.507, d2=0.297 g=4.630 2/2 [==============================] - 0s 13ms/step >80, 547/693, d1=0.469, d2=0.385 g=4.481 2/2 [==============================] - 0s 13ms/step >80, 548/693, d1=0.530, d2=0.365 g=3.627 2/2 [==============================] - 0s 13ms/step >80, 549/693, d1=0.311, d2=0.362 g=4.398 2/2 [==============================] - 0s 12ms/step >80, 550/693, d1=0.449, d2=0.337 g=3.771 2/2 [==============================] - 0s 11ms/step >80, 551/693, d1=0.550, d2=0.412 g=4.095 2/2 [==============================] - 0s 12ms/step >80, 552/693, d1=0.299, d2=0.537 g=3.632 2/2 [==============================] - 0s 11ms/step >80, 553/693, d1=0.490, d2=0.251 g=3.299 2/2 [==============================] - 0s 12ms/step >80, 554/693, d1=0.408, d2=0.383 g=3.180 2/2 [==============================] - 0s 11ms/step >80, 555/693, d1=0.332, d2=0.299 g=3.209 2/2 [==============================] - 0s 11ms/step >80, 556/693, d1=0.256, d2=0.359 g=2.707 2/2 [==============================] - 0s 11ms/step >80, 557/693, d1=0.319, d2=0.380 g=3.841 2/2 [==============================] - 0s 14ms/step >80, 558/693, d1=0.468, d2=0.273 g=4.400 2/2 [==============================] - 0s 11ms/step >80, 559/693, d1=0.440, d2=0.372 g=3.689 2/2 [==============================] - 0s 11ms/step >80, 560/693, d1=0.546, d2=0.274 g=3.134 2/2 [==============================] - 0s 11ms/step >80, 561/693, d1=0.404, d2=0.321 g=2.402 2/2 [==============================] - 0s 11ms/step >80, 562/693, d1=0.434, d2=0.281 g=2.145 2/2 [==============================] - 0s 12ms/step >80, 563/693, d1=0.377, d2=0.391 g=2.966 2/2 [==============================] - 0s 11ms/step >80, 564/693, d1=0.411, d2=0.393 g=4.320 2/2 [==============================] - 0s 12ms/step >80, 565/693, d1=0.470, d2=0.338 g=4.231 2/2 [==============================] - 0s 11ms/step >80, 566/693, d1=0.332, d2=0.266 g=3.333 2/2 [==============================] - 0s 12ms/step >80, 567/693, d1=0.376, d2=0.303 g=2.700 2/2 [==============================] - 0s 13ms/step >80, 568/693, d1=0.569, d2=0.525 g=3.690 2/2 [==============================] - 0s 12ms/step >80, 569/693, d1=0.504, d2=0.321 g=3.091 2/2 [==============================] - 0s 11ms/step >80, 570/693, d1=0.537, d2=0.256 g=3.218 2/2 [==============================] - 0s 12ms/step >80, 571/693, d1=0.341, d2=0.310 g=2.853 2/2 [==============================] - 0s 12ms/step >80, 572/693, d1=0.411, d2=0.375 g=2.574 2/2 [==============================] - 0s 13ms/step >80, 573/693, d1=0.312, d2=0.370 g=3.016 2/2 [==============================] - 0s 12ms/step >80, 574/693, d1=0.423, d2=0.281 g=4.044 2/2 [==============================] - 0s 11ms/step >80, 575/693, d1=0.516, d2=0.322 g=4.201 2/2 [==============================] - 0s 11ms/step >80, 576/693, d1=0.361, d2=0.350 g=2.279 2/2 [==============================] - 0s 12ms/step >80, 577/693, d1=0.493, d2=0.383 g=2.694 2/2 [==============================] - 0s 12ms/step >80, 578/693, d1=0.445, d2=0.344 g=3.018 2/2 [==============================] - 0s 11ms/step >80, 579/693, d1=0.471, d2=0.363 g=3.015 2/2 [==============================] - 0s 12ms/step >80, 580/693, d1=0.495, d2=0.328 g=2.624 2/2 [==============================] - 0s 12ms/step >80, 581/693, d1=0.336, d2=0.269 g=2.756 2/2 [==============================] - 0s 12ms/step >80, 582/693, d1=0.277, d2=0.272 g=2.830 2/2 [==============================] - 0s 11ms/step >80, 583/693, d1=0.271, d2=0.386 g=3.313 2/2 [==============================] - 0s 11ms/step >80, 584/693, d1=0.333, d2=0.248 g=3.830 2/2 [==============================] - 0s 14ms/step >80, 585/693, d1=0.424, d2=0.271 g=2.580 2/2 [==============================] - 0s 12ms/step >80, 586/693, d1=0.320, d2=0.266 g=4.676 2/2 [==============================] - 0s 12ms/step >80, 587/693, d1=0.369, d2=0.265 g=2.932 2/2 [==============================] - 0s 11ms/step >80, 588/693, d1=0.468, d2=0.263 g=2.843 2/2 [==============================] - 0s 13ms/step >80, 589/693, d1=0.363, d2=0.299 g=3.666 2/2 [==============================] - 0s 12ms/step >80, 590/693, d1=0.439, d2=0.353 g=3.282 2/2 [==============================] - 0s 12ms/step >80, 591/693, d1=0.329, d2=0.292 g=3.912 2/2 [==============================] - 0s 12ms/step >80, 592/693, d1=0.414, d2=0.320 g=2.147 2/2 [==============================] - 0s 11ms/step >80, 593/693, d1=0.516, d2=0.304 g=3.011 2/2 [==============================] - 0s 12ms/step >80, 594/693, d1=0.345, d2=0.366 g=4.396 2/2 [==============================] - 0s 11ms/step >80, 595/693, d1=0.380, d2=0.401 g=3.685 2/2 [==============================] - 0s 11ms/step >80, 596/693, d1=0.461, d2=0.302 g=3.505 2/2 [==============================] - 0s 11ms/step >80, 597/693, d1=0.525, d2=0.333 g=3.633 2/2 [==============================] - 0s 12ms/step >80, 598/693, d1=0.358, d2=0.424 g=2.538 2/2 [==============================] - 0s 11ms/step >80, 599/693, d1=0.432, d2=0.293 g=3.154 2/2 [==============================] - 0s 12ms/step >80, 600/693, d1=0.435, d2=0.597 g=4.428 2/2 [==============================] - 0s 12ms/step >80, 601/693, d1=0.515, d2=0.221 g=4.104 2/2 [==============================] - 0s 12ms/step >80, 602/693, d1=0.370, d2=0.309 g=5.204 2/2 [==============================] - 0s 12ms/step >80, 603/693, d1=0.440, d2=0.369 g=3.873 2/2 [==============================] - 0s 12ms/step >80, 604/693, d1=0.272, d2=0.326 g=3.313 2/2 [==============================] - 0s 12ms/step >80, 605/693, d1=0.546, d2=0.430 g=3.967 2/2 [==============================] - 0s 11ms/step >80, 606/693, d1=0.392, d2=0.386 g=2.812 2/2 [==============================] - 0s 12ms/step >80, 607/693, d1=0.419, d2=0.327 g=3.900 2/2 [==============================] - 0s 11ms/step >80, 608/693, d1=0.449, d2=0.430 g=3.951 2/2 [==============================] - 0s 12ms/step >80, 609/693, d1=0.387, d2=0.344 g=3.150 2/2 [==============================] - 0s 12ms/step >80, 610/693, d1=0.339, d2=0.342 g=1.798 2/2 [==============================] - 0s 12ms/step >80, 611/693, d1=0.360, d2=0.418 g=3.968 2/2 [==============================] - 0s 12ms/step >80, 612/693, d1=0.387, d2=0.289 g=3.892 2/2 [==============================] - 0s 12ms/step >80, 613/693, d1=0.433, d2=0.255 g=2.962 2/2 [==============================] - 0s 12ms/step >80, 614/693, d1=0.462, d2=0.344 g=3.746 2/2 [==============================] - 0s 12ms/step >80, 615/693, d1=0.302, d2=0.355 g=5.384 2/2 [==============================] - 0s 12ms/step >80, 616/693, d1=0.403, d2=0.323 g=3.800 2/2 [==============================] - 0s 12ms/step >80, 617/693, d1=0.381, d2=0.317 g=3.766 2/2 [==============================] - 0s 11ms/step >80, 618/693, d1=0.400, d2=0.267 g=3.842 2/2 [==============================] - 0s 12ms/step >80, 619/693, d1=0.541, d2=0.378 g=3.879 2/2 [==============================] - 0s 11ms/step >80, 620/693, d1=0.394, d2=0.489 g=4.097 2/2 [==============================] - 0s 11ms/step >80, 621/693, d1=0.422, d2=0.397 g=2.056 2/2 [==============================] - 0s 11ms/step >80, 622/693, d1=0.368, d2=0.317 g=3.264 2/2 [==============================] - 0s 12ms/step >80, 623/693, d1=0.449, d2=0.298 g=3.508 2/2 [==============================] - 0s 11ms/step >80, 624/693, d1=0.340, d2=0.375 g=3.065 2/2 [==============================] - 0s 12ms/step >80, 625/693, d1=0.442, d2=0.386 g=2.979 2/2 [==============================] - 0s 13ms/step >80, 626/693, d1=0.269, d2=0.311 g=4.499 2/2 [==============================] - 0s 12ms/step >80, 627/693, d1=0.353, d2=0.275 g=4.599 2/2 [==============================] - 0s 11ms/step >80, 628/693, d1=0.324, d2=0.317 g=3.045 2/2 [==============================] - 0s 11ms/step >80, 629/693, d1=0.410, d2=0.427 g=3.103 2/2 [==============================] - 0s 12ms/step >80, 630/693, d1=0.351, d2=0.311 g=3.805 2/2 [==============================] - 0s 12ms/step >80, 631/693, d1=0.497, d2=0.340 g=3.893 2/2 [==============================] - 0s 12ms/step >80, 632/693, d1=0.402, d2=0.291 g=3.247 2/2 [==============================] - 0s 12ms/step >80, 633/693, d1=0.382, d2=0.283 g=4.795 2/2 [==============================] - 0s 11ms/step >80, 634/693, d1=0.355, d2=0.285 g=4.137 2/2 [==============================] - 0s 11ms/step >80, 635/693, d1=0.433, d2=0.241 g=2.813 2/2 [==============================] - 0s 11ms/step >80, 636/693, d1=0.366, d2=0.417 g=4.176 2/2 [==============================] - 0s 11ms/step >80, 637/693, d1=0.362, d2=0.257 g=4.084 2/2 [==============================] - 0s 11ms/step >80, 638/693, d1=0.462, d2=0.361 g=2.856 2/2 [==============================] - 0s 12ms/step >80, 639/693, d1=0.284, d2=0.294 g=3.568 2/2 [==============================] - 0s 12ms/step >80, 640/693, d1=0.338, d2=0.479 g=3.306 2/2 [==============================] - 0s 12ms/step >80, 641/693, d1=0.370, d2=0.258 g=3.221 2/2 [==============================] - 0s 12ms/step >80, 642/693, d1=0.400, d2=0.315 g=3.180 2/2 [==============================] - 0s 11ms/step >80, 643/693, d1=0.399, d2=0.306 g=3.185 2/2 [==============================] - 0s 12ms/step >80, 644/693, d1=0.320, d2=0.253 g=2.261 2/2 [==============================] - 0s 11ms/step >80, 645/693, d1=0.524, d2=0.250 g=2.413 2/2 [==============================] - 0s 11ms/step >80, 646/693, d1=0.370, d2=0.389 g=3.629 2/2 [==============================] - 0s 11ms/step >80, 647/693, d1=0.283, d2=0.303 g=4.000 2/2 [==============================] - 0s 12ms/step >80, 648/693, d1=0.388, d2=0.310 g=3.036 2/2 [==============================] - 0s 12ms/step >80, 649/693, d1=0.378, d2=0.331 g=3.255 2/2 [==============================] - 0s 12ms/step >80, 650/693, d1=0.472, d2=0.314 g=3.655 2/2 [==============================] - 0s 12ms/step >80, 651/693, d1=0.550, d2=0.362 g=3.221 2/2 [==============================] - 0s 11ms/step >80, 652/693, d1=0.358, d2=0.386 g=5.013 2/2 [==============================] - 0s 12ms/step >80, 653/693, d1=0.395, d2=0.371 g=3.051 2/2 [==============================] - 0s 12ms/step >80, 654/693, d1=0.247, d2=0.280 g=4.137 2/2 [==============================] - 0s 12ms/step >80, 655/693, d1=0.320, d2=0.301 g=2.700 2/2 [==============================] - 0s 12ms/step >80, 656/693, d1=0.336, d2=0.252 g=4.452 2/2 [==============================] - 0s 12ms/step >80, 657/693, d1=0.422, d2=0.276 g=4.704 2/2 [==============================] - 0s 12ms/step >80, 658/693, d1=0.440, d2=0.422 g=3.621 2/2 [==============================] - 0s 11ms/step >80, 659/693, d1=0.377, d2=0.337 g=2.899 2/2 [==============================] - 0s 11ms/step >80, 660/693, d1=0.329, d2=0.230 g=2.925 2/2 [==============================] - 0s 11ms/step >80, 661/693, d1=0.439, d2=0.379 g=3.531 2/2 [==============================] - 0s 12ms/step >80, 662/693, d1=0.421, d2=0.317 g=3.263 2/2 [==============================] - 0s 11ms/step >80, 663/693, d1=0.422, d2=0.300 g=3.150 2/2 [==============================] - 0s 12ms/step >80, 664/693, d1=0.333, d2=0.304 g=3.654 2/2 [==============================] - 0s 11ms/step >80, 665/693, d1=0.385, d2=0.439 g=3.585 2/2 [==============================] - 0s 12ms/step >80, 666/693, d1=0.533, d2=0.307 g=3.711 2/2 [==============================] - 0s 12ms/step >80, 667/693, d1=0.394, d2=0.406 g=3.855 2/2 [==============================] - 0s 12ms/step >80, 668/693, d1=0.395, d2=0.349 g=3.991 2/2 [==============================] - 0s 11ms/step >80, 669/693, d1=0.411, d2=0.309 g=2.481 2/2 [==============================] - 0s 12ms/step >80, 670/693, d1=0.303, d2=0.277 g=3.652 2/2 [==============================] - 0s 12ms/step >80, 671/693, d1=0.363, d2=0.299 g=2.918 2/2 [==============================] - 0s 12ms/step >80, 672/693, d1=0.304, d2=0.288 g=4.331 2/2 [==============================] - 0s 11ms/step >80, 673/693, d1=0.611, d2=0.332 g=2.674 2/2 [==============================] - 0s 12ms/step >80, 674/693, d1=0.425, d2=0.359 g=3.473 2/2 [==============================] - 0s 12ms/step >80, 675/693, d1=0.403, d2=0.414 g=4.693 2/2 [==============================] - 0s 12ms/step >80, 676/693, d1=0.543, d2=0.328 g=4.761 2/2 [==============================] - 0s 11ms/step >80, 677/693, d1=0.412, d2=0.370 g=3.831 2/2 [==============================] - 0s 12ms/step >80, 678/693, d1=0.523, d2=0.350 g=4.072 2/2 [==============================] - 0s 12ms/step >80, 679/693, d1=0.425, d2=0.242 g=3.605 2/2 [==============================] - 0s 12ms/step >80, 680/693, d1=0.346, d2=0.483 g=3.084 2/2 [==============================] - 0s 12ms/step >80, 681/693, d1=0.401, d2=0.298 g=3.698 2/2 [==============================] - 0s 11ms/step >80, 682/693, d1=0.353, d2=0.319 g=3.123 2/2 [==============================] - 0s 12ms/step >80, 683/693, d1=0.538, d2=0.316 g=2.242 2/2 [==============================] - 0s 12ms/step >80, 684/693, d1=0.282, d2=0.400 g=3.869 2/2 [==============================] - 0s 12ms/step >80, 685/693, d1=0.468, d2=0.338 g=2.446 2/2 [==============================] - 0s 12ms/step >80, 686/693, d1=0.370, d2=0.311 g=3.981 2/2 [==============================] - 0s 12ms/step >80, 687/693, d1=0.370, d2=0.270 g=3.072 2/2 [==============================] - 0s 11ms/step >80, 688/693, d1=0.474, d2=0.241 g=3.457 2/2 [==============================] - 0s 13ms/step >80, 689/693, d1=0.305, d2=0.270 g=2.541 2/2 [==============================] - 0s 15ms/step >80, 690/693, d1=0.366, d2=0.303 g=3.937 2/2 [==============================] - 0s 12ms/step >80, 691/693, d1=0.329, d2=0.353 g=2.977 2/2 [==============================] - 0s 11ms/step >80, 692/693, d1=0.480, d2=0.273 g=5.245 2/2 [==============================] - 0s 13ms/step >80, 693/693, d1=0.307, d2=0.326 g=4.186 5/5 [==============================] - 0s 12ms/step >Accuracy real: 80%, fake: 93% WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model. 2/2 [==============================] - 0s 30ms/step >81, 1/693, d1=0.344, d2=0.340 g=3.013 2/2 [==============================] - 0s 14ms/step >81, 2/693, d1=0.429, d2=0.295 g=2.778 2/2 [==============================] - 0s 12ms/step >81, 3/693, d1=0.453, d2=0.304 g=4.064 2/2 [==============================] - 0s 11ms/step >81, 4/693, d1=0.261, d2=0.354 g=4.547 2/2 [==============================] - 0s 13ms/step >81, 5/693, d1=0.571, d2=0.331 g=3.705 2/2 [==============================] - 0s 13ms/step >81, 6/693, d1=0.409, d2=0.336 g=3.804 2/2 [==============================] - 0s 12ms/step >81, 7/693, d1=0.343, d2=0.347 g=2.944 2/2 [==============================] - 0s 12ms/step >81, 8/693, d1=0.421, d2=0.335 g=4.430 2/2 [==============================] - 0s 12ms/step >81, 9/693, d1=0.325, d2=0.333 g=4.420 2/2 [==============================] - 0s 11ms/step >81, 10/693, d1=0.482, d2=0.334 g=3.967 2/2 [==============================] - 0s 12ms/step >81, 11/693, d1=0.385, d2=0.340 g=2.989 2/2 [==============================] - 0s 11ms/step >81, 12/693, d1=0.537, d2=0.251 g=2.949 2/2 [==============================] - 0s 13ms/step >81, 13/693, d1=0.361, d2=0.344 g=2.677 2/2 [==============================] - 0s 12ms/step >81, 14/693, d1=0.428, d2=0.361 g=3.716 2/2 [==============================] - 0s 12ms/step >81, 15/693, d1=0.356, d2=0.311 g=2.672 2/2 [==============================] - 0s 12ms/step >81, 16/693, d1=0.511, d2=0.297 g=4.218 2/2 [==============================] - 0s 12ms/step >81, 17/693, d1=0.586, d2=0.264 g=3.100 2/2 [==============================] - 0s 11ms/step >81, 18/693, d1=0.346, d2=0.277 g=3.171 2/2 [==============================] - 0s 12ms/step >81, 19/693, d1=0.428, d2=0.468 g=4.083 2/2 [==============================] - 0s 12ms/step >81, 20/693, d1=0.389, d2=0.313 g=3.555 2/2 [==============================] - 0s 12ms/step >81, 21/693, d1=0.334, d2=0.257 g=4.311 2/2 [==============================] - 0s 11ms/step >81, 22/693, d1=0.348, d2=0.312 g=2.218 2/2 [==============================] - 0s 12ms/step >81, 23/693, d1=0.512, d2=0.423 g=3.664 2/2 [==============================] - 0s 11ms/step >81, 24/693, d1=0.363, d2=0.294 g=3.487 2/2 [==============================] - 0s 10ms/step >81, 25/693, d1=0.255, d2=0.227 g=2.565 2/2 [==============================] - 0s 12ms/step >81, 26/693, d1=0.446, d2=0.332 g=3.356 2/2 [==============================] - 0s 13ms/step >81, 27/693, d1=0.268, d2=0.311 g=3.237 2/2 [==============================] - 0s 11ms/step >81, 28/693, d1=0.402, d2=0.350 g=3.842 2/2 [==============================] - 0s 12ms/step >81, 29/693, d1=0.355, d2=0.367 g=3.396 2/2 [==============================] - 0s 11ms/step >81, 30/693, d1=0.497, d2=0.277 g=3.360 2/2 [==============================] - 0s 12ms/step >81, 31/693, d1=0.330, d2=0.414 g=2.680 2/2 [==============================] - 0s 12ms/step >81, 32/693, d1=0.420, d2=0.309 g=3.570 2/2 [==============================] - 0s 12ms/step >81, 33/693, d1=0.552, d2=0.296 g=4.195 2/2 [==============================] - 0s 11ms/step >81, 34/693, d1=0.409, d2=0.277 g=3.731 2/2 [==============================] - 0s 13ms/step >81, 35/693, d1=0.404, d2=0.405 g=3.841 2/2 [==============================] - 0s 12ms/step >81, 36/693, d1=0.336, d2=0.334 g=3.092 2/2 [==============================] - 0s 11ms/step >81, 37/693, d1=0.480, d2=0.367 g=2.996 2/2 [==============================] - 0s 11ms/step >81, 38/693, d1=0.473, d2=0.324 g=4.368 2/2 [==============================] - 0s 12ms/step >81, 39/693, d1=0.251, d2=0.334 g=5.523 2/2 [==============================] - 0s 12ms/step >81, 40/693, d1=0.575, d2=0.339 g=3.458 2/2 [==============================] - 0s 11ms/step >81, 41/693, d1=0.471, d2=0.357 g=3.900 2/2 [==============================] - 0s 11ms/step >81, 42/693, d1=0.458, d2=0.365 g=4.485 2/2 [==============================] - 0s 12ms/step >81, 43/693, d1=0.323, d2=0.395 g=2.979 2/2 [==============================] - 0s 11ms/step >81, 44/693, d1=0.349, d2=0.411 g=4.969 2/2 [==============================] - 0s 11ms/step >81, 45/693, d1=0.479, d2=0.289 g=3.059 2/2 [==============================] - 0s 11ms/step >81, 46/693, d1=0.535, d2=0.330 g=3.784 2/2 [==============================] - 0s 12ms/step >81, 47/693, d1=0.433, d2=0.273 g=4.181 2/2 [==============================] - 0s 11ms/step >81, 48/693, d1=0.482, d2=0.337 g=3.570 2/2 [==============================] - 0s 13ms/step >81, 49/693, d1=0.379, d2=0.415 g=4.063 2/2 [==============================] - 0s 11ms/step >81, 50/693, d1=0.415, d2=0.379 g=3.362 2/2 [==============================] - 0s 12ms/step >81, 51/693, d1=0.345, d2=0.305 g=4.351 2/2 [==============================] - 0s 12ms/step >81, 52/693, d1=0.355, d2=0.290 g=3.417 2/2 [==============================] - 0s 13ms/step >81, 53/693, d1=0.465, d2=0.410 g=2.535 2/2 [==============================] - 0s 12ms/step >81, 54/693, d1=0.340, d2=0.259 g=3.732 2/2 [==============================] - 0s 12ms/step >81, 55/693, d1=0.521, d2=0.290 g=3.323 2/2 [==============================] - 0s 11ms/step >81, 56/693, d1=0.469, d2=0.274 g=3.165 2/2 [==============================] - 0s 11ms/step >81, 57/693, d1=0.263, d2=0.397 g=3.292 2/2 [==============================] - 0s 12ms/step >81, 58/693, d1=0.428, d2=0.268 g=3.694 2/2 [==============================] - 0s 12ms/step >81, 59/693, d1=0.438, d2=0.298 g=5.115 2/2 [==============================] - 0s 12ms/step >81, 60/693, d1=0.456, d2=0.347 g=4.454 2/2 [==============================] - 0s 11ms/step >81, 61/693, d1=0.451, d2=0.303 g=4.591 2/2 [==============================] - 0s 12ms/step >81, 62/693, d1=0.422, d2=0.322 g=3.393 2/2 [==============================] - 0s 12ms/step >81, 63/693, d1=0.288, d2=0.271 g=2.701 2/2 [==============================] - 0s 11ms/step >81, 64/693, d1=0.445, d2=0.354 g=3.172 2/2 [==============================] - 0s 12ms/step >81, 65/693, d1=0.463, d2=0.252 g=4.985 2/2 [==============================] - 0s 12ms/step >81, 66/693, d1=0.370, d2=0.391 g=3.724 2/2 [==============================] - 0s 11ms/step >81, 67/693, d1=0.430, d2=0.379 g=2.581 2/2 [==============================] - 0s 11ms/step >81, 68/693, d1=0.377, d2=0.281 g=3.107 2/2 [==============================] - 0s 12ms/step >81, 69/693, d1=0.399, d2=0.372 g=2.519 2/2 [==============================] - 0s 12ms/step >81, 70/693, d1=0.500, d2=0.383 g=3.606 2/2 [==============================] - 0s 11ms/step >81, 71/693, d1=0.455, d2=0.394 g=3.103 2/2 [==============================] - 0s 12ms/step >81, 72/693, d1=0.379, d2=0.327 g=3.395 2/2 [==============================] - 0s 11ms/step >81, 73/693, d1=0.342, d2=0.329 g=3.860 2/2 [==============================] - 0s 12ms/step >81, 74/693, d1=0.290, d2=0.252 g=4.620 2/2 [==============================] - 0s 12ms/step >81, 75/693, d1=0.309, d2=0.262 g=4.349 2/2 [==============================] - 0s 11ms/step >81, 76/693, d1=0.708, d2=0.311 g=2.471 2/2 [==============================] - 0s 12ms/step >81, 77/693, d1=0.289, d2=0.405 g=3.109 2/2 [==============================] - 0s 11ms/step >81, 78/693, d1=0.319, d2=0.323 g=2.806 2/2 [==============================] - 0s 12ms/step >81, 79/693, d1=0.452, d2=0.290 g=3.633 2/2 [==============================] - 0s 12ms/step >81, 80/693, d1=0.361, d2=0.463 g=2.814 2/2 [==============================] - 0s 12ms/step >81, 81/693, d1=0.404, d2=0.369 g=3.740 2/2 [==============================] - 0s 12ms/step >81, 82/693, d1=0.387, d2=0.298 g=2.403 2/2 [==============================] - 0s 11ms/step >81, 83/693, d1=0.495, d2=0.355 g=2.658 2/2 [==============================] - 0s 12ms/step >81, 84/693, d1=0.296, d2=0.349 g=4.015 2/2 [==============================] - 0s 12ms/step >81, 85/693, d1=0.413, d2=0.320 g=3.948 2/2 [==============================] - 0s 12ms/step >81, 86/693, d1=0.462, d2=0.216 g=3.063 2/2 [==============================] - 0s 13ms/step >81, 87/693, d1=0.528, d2=0.346 g=3.001 2/2 [==============================] - 0s 12ms/step >81, 88/693, d1=0.427, d2=0.407 g=3.841 2/2 [==============================] - 0s 11ms/step >81, 89/693, d1=0.379, d2=0.401 g=4.298 2/2 [==============================] - 0s 12ms/step >81, 90/693, d1=0.460, d2=0.319 g=4.864 2/2 [==============================] - 0s 12ms/step >81, 91/693, d1=0.467, d2=0.448 g=3.259 2/2 [==============================] - 0s 11ms/step >81, 92/693, d1=0.438, d2=0.373 g=2.515 2/2 [==============================] - 0s 12ms/step >81, 93/693, d1=0.413, d2=0.404 g=5.646 2/2 [==============================] - 0s 12ms/step >81, 94/693, d1=0.418, d2=0.382 g=3.117 2/2 [==============================] - 0s 12ms/step >81, 95/693, d1=0.367, d2=0.286 g=2.960 2/2 [==============================] - 0s 12ms/step >81, 96/693, d1=0.389, d2=0.296 g=2.890 2/2 [==============================] - 0s 11ms/step >81, 97/693, d1=0.488, d2=0.264 g=4.053 2/2 [==============================] - 0s 12ms/step >81, 98/693, d1=0.386, d2=0.444 g=2.791 2/2 [==============================] - 0s 13ms/step >81, 99/693, d1=0.483, d2=0.339 g=2.785 2/2 [==============================] - 0s 11ms/step >81, 100/693, d1=0.290, d2=0.434 g=3.900 2/2 [==============================] - 0s 12ms/step >81, 101/693, d1=0.387, d2=0.284 g=4.690 2/2 [==============================] - 0s 11ms/step >81, 102/693, d1=0.555, d2=0.282 g=3.073 2/2 [==============================] - 0s 11ms/step >81, 103/693, d1=0.304, d2=0.402 g=4.513 2/2 [==============================] - 0s 11ms/step >81, 104/693, d1=0.466, d2=0.458 g=3.220 2/2 [==============================] - 0s 11ms/step >81, 105/693, d1=0.590, d2=0.261 g=2.873 2/2 [==============================] - 0s 11ms/step >81, 106/693, d1=0.233, d2=0.224 g=2.279 2/2 [==============================] - 0s 12ms/step >81, 107/693, d1=0.497, d2=0.499 g=4.068 2/2 [==============================] - 0s 12ms/step >81, 108/693, d1=0.535, d2=0.259 g=3.617 2/2 [==============================] - 0s 12ms/step >81, 109/693, d1=0.383, d2=0.357 g=3.098 2/2 [==============================] - 0s 11ms/step >81, 110/693, d1=0.423, d2=0.291 g=3.165 2/2 [==============================] - 0s 12ms/step >81, 111/693, d1=0.453, d2=0.352 g=2.620 2/2 [==============================] - 0s 12ms/step >81, 112/693, d1=0.360, d2=0.578 g=4.447 2/2 [==============================] - 0s 11ms/step >81, 113/693, d1=0.419, d2=0.260 g=2.289 2/2 [==============================] - 0s 12ms/step >81, 114/693, d1=0.493, d2=0.368 g=3.476 2/2 [==============================] - 0s 11ms/step >81, 115/693, d1=0.419, d2=0.329 g=2.742 2/2 [==============================] - 0s 12ms/step >81, 116/693, d1=0.384, d2=0.450 g=4.587 2/2 [==============================] - 0s 12ms/step >81, 117/693, d1=0.366, d2=0.218 g=4.582 2/2 [==============================] - 0s 12ms/step >81, 118/693, d1=0.489, d2=0.291 g=2.984 2/2 [==============================] - 0s 12ms/step >81, 119/693, d1=0.462, d2=0.306 g=3.481 2/2 [==============================] - 0s 12ms/step >81, 120/693, d1=0.242, d2=0.423 g=3.530 2/2 [==============================] - 0s 13ms/step >81, 121/693, d1=0.449, d2=0.354 g=2.552 2/2 [==============================] - 0s 11ms/step >81, 122/693, d1=0.334, d2=0.303 g=3.160 2/2 [==============================] - 0s 12ms/step >81, 123/693, d1=0.313, d2=0.308 g=4.512 2/2 [==============================] - 0s 11ms/step >81, 124/693, d1=0.368, d2=0.275 g=3.979 2/2 [==============================] - 0s 11ms/step >81, 125/693, d1=0.491, d2=0.278 g=3.995 2/2 [==============================] - 0s 12ms/step >81, 126/693, d1=0.311, d2=0.438 g=2.726 2/2 [==============================] - 0s 12ms/step >81, 127/693, d1=0.374, d2=0.334 g=4.495 2/2 [==============================] - 0s 12ms/step >81, 128/693, d1=0.371, d2=0.290 g=5.037 2/2 [==============================] - 0s 12ms/step >81, 129/693, d1=0.297, d2=0.375 g=3.040 2/2 [==============================] - 0s 11ms/step >81, 130/693, d1=0.332, d2=0.302 g=2.272 2/2 [==============================] - 0s 12ms/step >81, 131/693, d1=0.439, d2=0.237 g=2.984 2/2 [==============================] - 0s 11ms/step >81, 132/693, d1=0.317, d2=0.220 g=3.570 2/2 [==============================] - 0s 12ms/step >81, 133/693, d1=0.475, d2=0.335 g=2.315 2/2 [==============================] - 0s 11ms/step >81, 134/693, d1=0.232, d2=0.222 g=3.377 2/2 [==============================] - 0s 12ms/step >81, 135/693, d1=0.418, d2=0.302 g=4.333 2/2 [==============================] - 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0s 11ms/step >81, 158/693, d1=0.360, d2=0.426 g=3.831 2/2 [==============================] - 0s 12ms/step >81, 159/693, d1=0.414, d2=0.438 g=3.137 2/2 [==============================] - 0s 11ms/step >81, 160/693, d1=0.377, d2=0.255 g=2.965 2/2 [==============================] - 0s 12ms/step >81, 161/693, d1=0.627, d2=0.342 g=1.958 2/2 [==============================] - 0s 11ms/step >81, 162/693, d1=0.451, d2=0.348 g=4.398 2/2 [==============================] - 0s 12ms/step >81, 163/693, d1=0.391, d2=0.387 g=4.362 2/2 [==============================] - 0s 12ms/step >81, 164/693, d1=0.425, d2=0.293 g=3.075 2/2 [==============================] - 0s 12ms/step >81, 165/693, d1=0.432, d2=0.372 g=2.886 2/2 [==============================] - 0s 12ms/step >81, 166/693, d1=0.357, d2=0.321 g=3.672 2/2 [==============================] - 0s 12ms/step >81, 167/693, d1=0.471, d2=0.306 g=3.244 2/2 [==============================] - 0s 12ms/step >81, 168/693, d1=0.365, d2=0.315 g=2.062 2/2 [==============================] - 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0s 11ms/step >81, 224/693, d1=0.368, d2=0.279 g=3.896 2/2 [==============================] - 0s 12ms/step >81, 225/693, d1=0.352, d2=0.340 g=3.417 2/2 [==============================] - 0s 13ms/step >81, 226/693, d1=0.426, d2=0.349 g=3.245 2/2 [==============================] - 0s 12ms/step >81, 227/693, d1=0.340, d2=0.343 g=2.133 2/2 [==============================] - 0s 12ms/step >81, 228/693, d1=0.405, d2=0.310 g=3.891 2/2 [==============================] - 0s 12ms/step >81, 229/693, d1=0.397, d2=0.263 g=3.452 2/2 [==============================] - 0s 12ms/step >81, 230/693, d1=0.383, d2=0.402 g=4.340 2/2 [==============================] - 0s 10ms/step >81, 231/693, d1=0.356, d2=0.248 g=3.071 2/2 [==============================] - 0s 12ms/step >81, 232/693, d1=0.301, d2=0.331 g=3.234 2/2 [==============================] - 0s 11ms/step >81, 233/693, d1=0.516, d2=0.285 g=3.175 2/2 [==============================] - 0s 12ms/step >81, 234/693, d1=0.451, d2=0.326 g=3.276 2/2 [==============================] - 0s 12ms/step >81, 235/693, d1=0.357, d2=0.385 g=2.457 2/2 [==============================] - 0s 12ms/step >81, 236/693, d1=0.420, d2=0.382 g=2.670 2/2 [==============================] - 0s 13ms/step >81, 237/693, d1=0.389, d2=0.428 g=3.711 2/2 [==============================] - 0s 11ms/step >81, 238/693, d1=0.297, d2=0.294 g=3.021 2/2 [==============================] - 0s 12ms/step >81, 239/693, d1=0.400, d2=0.315 g=2.644 2/2 [==============================] - 0s 12ms/step >81, 240/693, d1=0.451, d2=0.276 g=3.158 2/2 [==============================] - 0s 11ms/step >81, 241/693, d1=0.428, d2=0.293 g=3.404 2/2 [==============================] - 0s 12ms/step >81, 242/693, d1=0.387, d2=0.325 g=2.128 2/2 [==============================] - 0s 12ms/step >81, 243/693, d1=0.380, d2=0.292 g=2.421 2/2 [==============================] - 0s 11ms/step >81, 244/693, d1=0.380, d2=0.428 g=3.551 2/2 [==============================] - 0s 11ms/step >81, 245/693, d1=0.501, d2=0.241 g=2.715 2/2 [==============================] - 0s 11ms/step >81, 246/693, d1=0.371, d2=0.389 g=3.599 2/2 [==============================] - 0s 11ms/step >81, 247/693, d1=0.470, d2=0.418 g=3.548 2/2 [==============================] - 0s 12ms/step >81, 248/693, d1=0.332, d2=0.398 g=3.013 2/2 [==============================] - 0s 12ms/step >81, 249/693, d1=0.447, d2=0.348 g=3.204 2/2 [==============================] - 0s 11ms/step >81, 250/693, d1=0.391, d2=0.357 g=3.178 2/2 [==============================] - 0s 11ms/step >81, 251/693, d1=0.511, d2=0.393 g=4.068 2/2 [==============================] - 0s 12ms/step >81, 252/693, d1=0.423, d2=0.412 g=3.500 2/2 [==============================] - 0s 11ms/step >81, 253/693, d1=0.328, d2=0.214 g=2.025 2/2 [==============================] - 0s 12ms/step >81, 254/693, d1=0.392, d2=0.330 g=3.464 2/2 [==============================] - 0s 11ms/step >81, 255/693, d1=0.288, d2=0.378 g=3.378 2/2 [==============================] - 0s 12ms/step >81, 256/693, d1=0.370, d2=0.279 g=2.780 2/2 [==============================] - 0s 12ms/step >81, 257/693, d1=0.417, d2=0.255 g=3.284 2/2 [==============================] - 0s 12ms/step >81, 258/693, d1=0.390, d2=0.195 g=4.028 2/2 [==============================] - 0s 11ms/step >81, 259/693, d1=0.323, d2=0.328 g=3.386 2/2 [==============================] - 0s 12ms/step >81, 260/693, d1=0.245, d2=0.353 g=2.858 2/2 [==============================] - 0s 13ms/step >81, 261/693, d1=0.437, d2=0.325 g=4.797 2/2 [==============================] - 0s 13ms/step >81, 262/693, d1=0.523, d2=0.334 g=2.999 2/2 [==============================] - 0s 11ms/step >81, 263/693, d1=0.381, d2=0.301 g=3.313 2/2 [==============================] - 0s 11ms/step >81, 264/693, d1=0.449, d2=0.459 g=3.386 2/2 [==============================] - 0s 12ms/step >81, 265/693, d1=0.440, d2=0.301 g=3.477 2/2 [==============================] - 0s 11ms/step >81, 266/693, d1=0.371, d2=0.332 g=4.348 2/2 [==============================] - 0s 12ms/step >81, 267/693, d1=0.357, d2=0.250 g=2.701 2/2 [==============================] - 0s 11ms/step >81, 268/693, d1=0.391, d2=0.309 g=2.868 2/2 [==============================] - 0s 12ms/step >81, 269/693, d1=0.366, d2=0.390 g=2.773 2/2 [==============================] - 0s 12ms/step >81, 270/693, d1=0.307, d2=0.338 g=2.783 2/2 [==============================] - 0s 12ms/step >81, 271/693, d1=0.310, d2=0.295 g=3.181 2/2 [==============================] - 0s 13ms/step >81, 272/693, d1=0.719, d2=0.308 g=3.440 2/2 [==============================] - 0s 11ms/step >81, 273/693, d1=0.343, d2=0.365 g=2.799 2/2 [==============================] - 0s 12ms/step >81, 274/693, d1=0.389, d2=0.455 g=2.571 2/2 [==============================] - 0s 12ms/step >81, 275/693, d1=0.406, d2=0.307 g=3.172 2/2 [==============================] - 0s 11ms/step >81, 276/693, d1=0.371, d2=0.329 g=2.911 2/2 [==============================] - 0s 11ms/step >81, 277/693, d1=0.376, d2=0.355 g=2.994 2/2 [==============================] - 0s 12ms/step >81, 278/693, d1=0.406, d2=0.278 g=4.130 2/2 [==============================] - 0s 13ms/step >81, 279/693, d1=0.349, d2=0.415 g=3.429 2/2 [==============================] - 0s 12ms/step >81, 280/693, d1=0.408, d2=0.292 g=2.326 2/2 [==============================] - 0s 13ms/step >81, 281/693, d1=0.279, d2=0.372 g=2.834 2/2 [==============================] - 0s 12ms/step >81, 282/693, d1=0.557, d2=0.319 g=3.195 2/2 [==============================] - 0s 12ms/step >81, 283/693, d1=0.371, d2=0.426 g=4.036 2/2 [==============================] - 0s 12ms/step >81, 284/693, d1=0.480, d2=0.331 g=4.380 2/2 [==============================] - 0s 11ms/step >81, 285/693, d1=0.401, d2=0.250 g=5.501 2/2 [==============================] - 0s 11ms/step >81, 286/693, d1=0.237, d2=0.317 g=3.070 2/2 [==============================] - 0s 11ms/step >81, 287/693, d1=0.279, d2=0.405 g=3.712 2/2 [==============================] - 0s 11ms/step >81, 288/693, d1=0.462, d2=0.283 g=3.701 2/2 [==============================] - 0s 11ms/step >81, 289/693, d1=0.412, d2=0.298 g=3.367 2/2 [==============================] - 0s 11ms/step >81, 290/693, d1=0.427, d2=0.308 g=3.305 2/2 [==============================] - 0s 11ms/step >81, 291/693, d1=0.364, d2=0.306 g=2.999 2/2 [==============================] - 0s 11ms/step >81, 292/693, d1=0.288, d2=0.675 g=3.496 2/2 [==============================] - 0s 13ms/step >81, 293/693, d1=0.572, d2=0.254 g=3.024 2/2 [==============================] - 0s 12ms/step >81, 294/693, d1=0.507, d2=0.371 g=2.687 2/2 [==============================] - 0s 12ms/step >81, 295/693, d1=0.418, d2=0.432 g=3.085 2/2 [==============================] - 0s 12ms/step >81, 296/693, d1=0.444, d2=0.268 g=2.879 2/2 [==============================] - 0s 12ms/step >81, 297/693, d1=0.296, d2=0.371 g=2.960 2/2 [==============================] - 0s 12ms/step >81, 298/693, d1=0.370, d2=0.382 g=2.962 2/2 [==============================] - 0s 13ms/step >81, 299/693, d1=0.584, d2=0.343 g=2.308 2/2 [==============================] - 0s 12ms/step >81, 300/693, d1=0.382, d2=0.342 g=2.866 2/2 [==============================] - 0s 12ms/step >81, 301/693, d1=0.437, d2=0.229 g=2.532 2/2 [==============================] - 0s 11ms/step >81, 302/693, d1=0.253, d2=0.322 g=2.996 2/2 [==============================] - 0s 11ms/step >81, 303/693, d1=0.280, d2=0.329 g=3.198 2/2 [==============================] - 0s 12ms/step >81, 304/693, d1=0.329, d2=0.326 g=2.929 2/2 [==============================] - 0s 11ms/step >81, 305/693, d1=0.476, d2=0.405 g=2.490 2/2 [==============================] - 0s 12ms/step >81, 306/693, d1=0.405, d2=0.255 g=3.610 2/2 [==============================] - 0s 11ms/step >81, 307/693, d1=0.432, d2=0.418 g=4.071 2/2 [==============================] - 0s 11ms/step >81, 308/693, d1=0.522, d2=0.313 g=3.472 2/2 [==============================] - 0s 12ms/step >81, 309/693, d1=0.331, d2=0.394 g=3.318 2/2 [==============================] - 0s 11ms/step >81, 310/693, d1=0.421, d2=0.287 g=3.437 2/2 [==============================] - 0s 12ms/step >81, 311/693, d1=0.397, d2=0.250 g=2.495 2/2 [==============================] - 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0s 11ms/step >81, 323/693, d1=0.378, d2=0.321 g=2.983 2/2 [==============================] - 0s 11ms/step >81, 324/693, d1=0.469, d2=0.402 g=4.962 2/2 [==============================] - 0s 12ms/step >81, 325/693, d1=0.516, d2=0.471 g=4.076 2/2 [==============================] - 0s 13ms/step >81, 326/693, d1=0.486, d2=0.239 g=2.291 2/2 [==============================] - 0s 12ms/step >81, 327/693, d1=0.269, d2=0.274 g=4.480 2/2 [==============================] - 0s 11ms/step >81, 328/693, d1=0.383, d2=0.327 g=2.796 2/2 [==============================] - 0s 11ms/step >81, 329/693, d1=0.219, d2=0.308 g=3.531 2/2 [==============================] - 0s 11ms/step >81, 330/693, d1=0.407, d2=0.214 g=3.086 2/2 [==============================] - 0s 12ms/step >81, 331/693, d1=0.320, d2=0.342 g=2.944 2/2 [==============================] - 0s 10ms/step >81, 332/693, d1=0.672, d2=0.249 g=2.709 2/2 [==============================] - 0s 12ms/step >81, 333/693, d1=0.187, d2=0.457 g=3.604 2/2 [==============================] - 0s 12ms/step >81, 334/693, d1=0.453, d2=0.352 g=3.045 2/2 [==============================] - 0s 12ms/step >81, 335/693, d1=0.439, d2=0.219 g=2.112 2/2 [==============================] - 0s 11ms/step >81, 336/693, d1=0.426, d2=0.319 g=3.216 2/2 [==============================] - 0s 12ms/step >81, 337/693, d1=0.430, d2=0.303 g=2.827 2/2 [==============================] - 0s 11ms/step >81, 338/693, d1=0.433, d2=0.250 g=3.874 2/2 [==============================] - 0s 12ms/step >81, 339/693, d1=0.265, d2=0.556 g=2.510 2/2 [==============================] - 0s 12ms/step >81, 340/693, d1=0.350, d2=0.243 g=3.184 2/2 [==============================] - 0s 12ms/step >81, 341/693, d1=0.461, d2=0.279 g=2.721 2/2 [==============================] - 0s 15ms/step >81, 342/693, d1=0.478, d2=0.381 g=3.129 2/2 [==============================] - 0s 12ms/step >81, 343/693, d1=0.307, d2=0.340 g=3.057 2/2 [==============================] - 0s 12ms/step >81, 344/693, d1=0.420, d2=0.281 g=3.371 2/2 [==============================] - 0s 12ms/step >81, 345/693, d1=0.432, d2=0.307 g=2.666 2/2 [==============================] - 0s 12ms/step >81, 346/693, d1=0.396, d2=0.259 g=4.023 2/2 [==============================] - 0s 11ms/step >81, 347/693, d1=0.514, d2=0.478 g=3.359 2/2 [==============================] - 0s 12ms/step >81, 348/693, d1=0.435, d2=0.267 g=3.408 2/2 [==============================] - 0s 12ms/step >81, 349/693, d1=0.321, d2=0.266 g=3.461 2/2 [==============================] - 0s 12ms/step >81, 350/693, d1=0.448, d2=0.340 g=4.029 2/2 [==============================] - 0s 12ms/step >81, 351/693, d1=0.408, d2=0.435 g=2.905 2/2 [==============================] - 0s 11ms/step >81, 352/693, d1=0.371, d2=0.312 g=2.841 2/2 [==============================] - 0s 13ms/step >81, 353/693, d1=0.423, d2=0.330 g=4.055 2/2 [==============================] - 0s 12ms/step >81, 354/693, d1=0.476, d2=0.342 g=2.512 2/2 [==============================] - 0s 12ms/step >81, 355/693, d1=0.369, d2=0.435 g=3.239 2/2 [==============================] - 0s 12ms/step >81, 356/693, d1=0.523, d2=0.352 g=3.467 2/2 [==============================] - 0s 12ms/step >81, 357/693, d1=0.378, d2=0.272 g=2.938 2/2 [==============================] - 0s 11ms/step >81, 358/693, d1=0.370, d2=0.340 g=4.381 2/2 [==============================] - 0s 12ms/step >81, 359/693, d1=0.376, d2=0.383 g=3.430 2/2 [==============================] - 0s 11ms/step >81, 360/693, d1=0.327, d2=0.271 g=2.530 2/2 [==============================] - 0s 13ms/step >81, 361/693, d1=0.457, d2=0.390 g=2.598 2/2 [==============================] - 0s 12ms/step >81, 362/693, d1=0.392, d2=0.228 g=4.460 2/2 [==============================] - 0s 13ms/step >81, 363/693, d1=0.366, d2=0.268 g=3.325 2/2 [==============================] - 0s 11ms/step >81, 364/693, d1=0.478, d2=0.399 g=2.192 2/2 [==============================] - 0s 12ms/step >81, 365/693, d1=0.381, d2=0.335 g=4.023 2/2 [==============================] - 0s 13ms/step >81, 366/693, d1=0.462, d2=0.341 g=4.376 2/2 [==============================] - 0s 11ms/step >81, 367/693, d1=0.369, d2=0.376 g=3.009 2/2 [==============================] - 0s 12ms/step >81, 368/693, d1=0.624, d2=0.318 g=2.969 2/2 [==============================] - 0s 12ms/step >81, 369/693, d1=0.348, d2=0.477 g=4.292 2/2 [==============================] - 0s 12ms/step >81, 370/693, d1=0.468, d2=0.256 g=4.853 2/2 [==============================] - 0s 12ms/step >81, 371/693, d1=0.334, d2=0.268 g=3.725 2/2 [==============================] - 0s 11ms/step >81, 372/693, d1=0.304, d2=0.236 g=4.245 2/2 [==============================] - 0s 12ms/step >81, 373/693, d1=0.400, d2=0.296 g=2.733 2/2 [==============================] - 0s 11ms/step >81, 374/693, d1=0.265, d2=0.326 g=3.338 2/2 [==============================] - 0s 11ms/step >81, 375/693, d1=0.257, d2=0.286 g=2.911 2/2 [==============================] - 0s 12ms/step >81, 376/693, d1=0.315, d2=0.350 g=3.766 2/2 [==============================] - 0s 11ms/step >81, 377/693, d1=0.372, d2=0.272 g=2.314 2/2 [==============================] - 0s 11ms/step >81, 378/693, d1=0.276, d2=0.308 g=4.049 2/2 [==============================] - 0s 11ms/step >81, 379/693, d1=0.279, d2=0.260 g=2.940 2/2 [==============================] - 0s 11ms/step >81, 380/693, d1=0.405, d2=0.314 g=2.458 2/2 [==============================] - 0s 11ms/step >81, 381/693, d1=0.392, d2=0.407 g=3.391 2/2 [==============================] - 0s 12ms/step >81, 382/693, d1=0.354, d2=0.338 g=3.748 2/2 [==============================] - 0s 12ms/step >81, 383/693, d1=0.498, d2=0.277 g=3.550 2/2 [==============================] - 0s 11ms/step >81, 384/693, d1=0.322, d2=0.291 g=2.743 2/2 [==============================] - 0s 12ms/step >81, 385/693, d1=0.412, d2=0.282 g=4.228 2/2 [==============================] - 0s 12ms/step >81, 386/693, d1=0.386, d2=0.297 g=3.549 2/2 [==============================] - 0s 12ms/step >81, 387/693, d1=0.419, d2=0.320 g=2.805 2/2 [==============================] - 0s 11ms/step >81, 388/693, d1=0.510, d2=0.333 g=3.387 2/2 [==============================] - 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0s 12ms/step >81, 422/693, d1=0.451, d2=0.280 g=3.446 2/2 [==============================] - 0s 11ms/step >81, 423/693, d1=0.389, d2=0.322 g=3.313 2/2 [==============================] - 0s 12ms/step >81, 424/693, d1=0.395, d2=0.273 g=2.779 2/2 [==============================] - 0s 13ms/step >81, 425/693, d1=0.353, d2=0.346 g=5.104 2/2 [==============================] - 0s 12ms/step >81, 426/693, d1=0.393, d2=0.410 g=3.355 2/2 [==============================] - 0s 11ms/step >81, 427/693, d1=0.427, d2=0.324 g=3.271 2/2 [==============================] - 0s 12ms/step >81, 428/693, d1=0.351, d2=0.322 g=3.703 2/2 [==============================] - 0s 12ms/step >81, 429/693, d1=0.427, d2=0.247 g=2.584 2/2 [==============================] - 0s 12ms/step >81, 430/693, d1=0.543, d2=0.357 g=2.684 2/2 [==============================] - 0s 13ms/step >81, 431/693, d1=0.544, d2=0.395 g=2.639 2/2 [==============================] - 0s 12ms/step >81, 432/693, d1=0.356, d2=0.260 g=2.249 2/2 [==============================] - 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0s 12ms/step >81, 444/693, d1=0.374, d2=0.365 g=3.156 2/2 [==============================] - 0s 12ms/step >81, 445/693, d1=0.444, d2=0.269 g=2.799 2/2 [==============================] - 0s 12ms/step >81, 446/693, d1=0.397, d2=0.321 g=3.475 2/2 [==============================] - 0s 11ms/step >81, 447/693, d1=0.476, d2=0.342 g=3.903 2/2 [==============================] - 0s 14ms/step >81, 448/693, d1=0.305, d2=0.258 g=3.945 2/2 [==============================] - 0s 12ms/step >81, 449/693, d1=0.469, d2=0.503 g=3.469 2/2 [==============================] - 0s 11ms/step >81, 450/693, d1=0.381, d2=0.403 g=2.859 2/2 [==============================] - 0s 12ms/step >81, 451/693, d1=0.557, d2=0.432 g=2.833 2/2 [==============================] - 0s 12ms/step >81, 452/693, d1=0.361, d2=0.301 g=3.026 2/2 [==============================] - 0s 12ms/step >81, 453/693, d1=0.455, d2=0.445 g=3.286 2/2 [==============================] - 0s 13ms/step >81, 454/693, d1=0.366, d2=0.238 g=4.556 2/2 [==============================] - 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0s 12ms/step >81, 488/693, d1=0.404, d2=0.250 g=2.959 2/2 [==============================] - 0s 12ms/step >81, 489/693, d1=0.386, d2=0.355 g=3.484 2/2 [==============================] - 0s 12ms/step >81, 490/693, d1=0.353, d2=0.351 g=3.231 2/2 [==============================] - 0s 12ms/step >81, 491/693, d1=0.283, d2=0.253 g=3.085 2/2 [==============================] - 0s 12ms/step >81, 492/693, d1=0.379, d2=0.371 g=2.323 2/2 [==============================] - 0s 12ms/step >81, 493/693, d1=0.459, d2=0.398 g=3.748 2/2 [==============================] - 0s 12ms/step >81, 494/693, d1=0.411, d2=0.310 g=3.334 2/2 [==============================] - 0s 11ms/step >81, 495/693, d1=0.444, d2=0.260 g=2.780 2/2 [==============================] - 0s 12ms/step >81, 496/693, d1=0.361, d2=0.530 g=3.369 2/2 [==============================] - 0s 12ms/step >81, 497/693, d1=0.527, d2=0.252 g=3.446 2/2 [==============================] - 0s 12ms/step >81, 498/693, d1=0.400, d2=0.350 g=3.413 2/2 [==============================] - 0s 11ms/step >81, 499/693, d1=0.320, d2=0.250 g=4.404 2/2 [==============================] - 0s 12ms/step >81, 500/693, d1=0.454, d2=0.371 g=4.465 2/2 [==============================] - 0s 12ms/step >81, 501/693, d1=0.459, d2=0.322 g=4.548 2/2 [==============================] - 0s 11ms/step >81, 502/693, d1=0.343, d2=0.307 g=4.514 2/2 [==============================] - 0s 11ms/step >81, 503/693, d1=0.360, d2=0.241 g=2.473 2/2 [==============================] - 0s 12ms/step >81, 504/693, d1=0.369, d2=0.320 g=4.945 2/2 [==============================] - 0s 11ms/step >81, 505/693, d1=0.449, d2=0.335 g=2.494 2/2 [==============================] - 0s 12ms/step >81, 506/693, d1=0.433, d2=0.316 g=3.041 2/2 [==============================] - 0s 12ms/step >81, 507/693, d1=0.454, d2=0.378 g=2.640 2/2 [==============================] - 0s 11ms/step >81, 508/693, d1=0.301, d2=0.328 g=3.385 2/2 [==============================] - 0s 11ms/step >81, 509/693, d1=0.456, d2=0.313 g=4.206 2/2 [==============================] - 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0s 11ms/step >81, 675/693, d1=0.321, d2=0.312 g=4.003 2/2 [==============================] - 0s 12ms/step >81, 676/693, d1=0.379, d2=0.316 g=4.031 2/2 [==============================] - 0s 12ms/step >81, 677/693, d1=0.295, d2=0.236 g=2.826 2/2 [==============================] - 0s 11ms/step >81, 678/693, d1=0.404, d2=0.296 g=3.506 2/2 [==============================] - 0s 13ms/step >81, 679/693, d1=0.252, d2=0.323 g=3.031 2/2 [==============================] - 0s 12ms/step >81, 680/693, d1=0.570, d2=0.406 g=5.436 2/2 [==============================] - 0s 12ms/step >81, 681/693, d1=0.450, d2=0.294 g=3.896 2/2 [==============================] - 0s 13ms/step >81, 682/693, d1=0.309, d2=0.363 g=2.606 2/2 [==============================] - 0s 13ms/step >81, 683/693, d1=0.401, d2=0.462 g=3.637 2/2 [==============================] - 0s 12ms/step >81, 684/693, d1=0.396, d2=0.290 g=4.766 2/2 [==============================] - 0s 11ms/step >81, 685/693, d1=0.506, d2=0.226 g=4.449 2/2 [==============================] - 0s 12ms/step >81, 686/693, d1=0.462, d2=0.360 g=3.509 2/2 [==============================] - 0s 12ms/step >81, 687/693, d1=0.385, d2=0.270 g=4.201 2/2 [==============================] - 0s 13ms/step >81, 688/693, d1=0.413, d2=0.281 g=3.459 2/2 [==============================] - 0s 12ms/step >81, 689/693, d1=0.395, d2=0.412 g=4.971 2/2 [==============================] - 0s 11ms/step >81, 690/693, d1=0.434, d2=0.293 g=3.771 2/2 [==============================] - 0s 12ms/step >81, 691/693, d1=0.434, d2=0.307 g=3.091 2/2 [==============================] - 0s 11ms/step >81, 692/693, d1=0.405, d2=0.384 g=3.126 2/2 [==============================] - 0s 12ms/step >81, 693/693, d1=0.250, d2=0.319 g=3.128 2/2 [==============================] - 0s 12ms/step >82, 1/693, d1=0.380, d2=0.279 g=1.786 2/2 [==============================] - 0s 11ms/step >82, 2/693, d1=0.395, d2=0.478 g=3.600 2/2 [==============================] - 0s 11ms/step >82, 3/693, d1=0.455, d2=0.279 g=3.383 2/2 [==============================] - 0s 12ms/step >82, 4/693, d1=0.509, d2=0.396 g=4.546 2/2 [==============================] - 0s 12ms/step >82, 5/693, d1=0.345, d2=0.316 g=2.566 2/2 [==============================] - 0s 12ms/step >82, 6/693, d1=0.537, d2=0.301 g=5.884 2/2 [==============================] - 0s 13ms/step >82, 7/693, d1=0.368, d2=0.372 g=2.532 2/2 [==============================] - 0s 12ms/step >82, 8/693, d1=0.441, d2=0.296 g=3.659 2/2 [==============================] - 0s 12ms/step >82, 9/693, d1=0.367, d2=0.235 g=3.241 2/2 [==============================] - 0s 12ms/step >82, 10/693, d1=0.330, d2=0.373 g=3.459 2/2 [==============================] - 0s 11ms/step >82, 11/693, d1=0.319, d2=0.236 g=2.393 2/2 [==============================] - 0s 12ms/step >82, 12/693, d1=0.510, d2=0.306 g=2.647 2/2 [==============================] - 0s 12ms/step >82, 13/693, d1=0.457, d2=0.412 g=3.005 2/2 [==============================] - 0s 11ms/step >82, 14/693, d1=0.527, d2=0.268 g=3.897 2/2 [==============================] - 0s 13ms/step >82, 15/693, d1=0.347, d2=0.242 g=2.231 2/2 [==============================] - 0s 12ms/step >82, 16/693, d1=0.402, d2=0.349 g=2.957 2/2 [==============================] - 0s 11ms/step >82, 17/693, d1=0.375, d2=0.287 g=2.470 2/2 [==============================] - 0s 12ms/step >82, 18/693, d1=0.434, d2=0.343 g=3.128 2/2 [==============================] - 0s 12ms/step >82, 19/693, d1=0.492, d2=0.399 g=3.302 2/2 [==============================] - 0s 12ms/step >82, 20/693, d1=0.511, d2=0.401 g=3.832 2/2 [==============================] - 0s 12ms/step >82, 21/693, d1=0.466, d2=0.238 g=3.287 2/2 [==============================] - 0s 12ms/step >82, 22/693, d1=0.461, d2=0.337 g=2.462 2/2 [==============================] - 0s 12ms/step >82, 23/693, d1=0.335, d2=0.451 g=3.015 2/2 [==============================] - 0s 12ms/step >82, 24/693, d1=0.333, d2=0.298 g=3.179 2/2 [==============================] - 0s 12ms/step >82, 25/693, d1=0.412, d2=0.358 g=3.036 2/2 [==============================] - 0s 11ms/step >82, 26/693, d1=0.408, d2=0.311 g=3.918 2/2 [==============================] - 0s 11ms/step >82, 27/693, d1=0.433, d2=0.349 g=3.766 2/2 [==============================] - 0s 13ms/step >82, 28/693, d1=0.320, d2=0.302 g=3.121 2/2 [==============================] - 0s 12ms/step >82, 29/693, d1=0.518, d2=0.242 g=3.246 2/2 [==============================] - 0s 12ms/step >82, 30/693, d1=0.340, d2=0.376 g=4.333 2/2 [==============================] - 0s 12ms/step >82, 31/693, d1=0.321, d2=0.393 g=2.611 2/2 [==============================] - 0s 12ms/step >82, 32/693, d1=0.457, d2=0.239 g=3.422 2/2 [==============================] - 0s 12ms/step >82, 33/693, d1=0.465, d2=0.371 g=2.167 2/2 [==============================] - 0s 11ms/step >82, 34/693, d1=0.360, d2=0.408 g=3.265 2/2 [==============================] - 0s 12ms/step >82, 35/693, d1=0.259, d2=0.219 g=3.032 2/2 [==============================] - 0s 11ms/step >82, 36/693, d1=0.650, d2=0.278 g=3.127 2/2 [==============================] - 0s 11ms/step >82, 37/693, d1=0.337, d2=0.403 g=2.065 2/2 [==============================] - 0s 12ms/step >82, 38/693, d1=0.247, d2=0.462 g=3.549 2/2 [==============================] - 0s 12ms/step >82, 39/693, d1=0.460, d2=0.251 g=3.053 2/2 [==============================] - 0s 12ms/step >82, 40/693, d1=0.426, d2=0.453 g=3.033 2/2 [==============================] - 0s 11ms/step >82, 41/693, d1=0.484, d2=0.359 g=3.104 2/2 [==============================] - 0s 15ms/step >82, 42/693, d1=0.567, d2=0.300 g=4.019 2/2 [==============================] - 0s 11ms/step >82, 43/693, d1=0.382, d2=0.394 g=1.860 2/2 [==============================] - 0s 12ms/step >82, 44/693, d1=0.244, d2=0.304 g=4.101 2/2 [==============================] - 0s 12ms/step >82, 45/693, d1=0.360, d2=0.326 g=3.381 2/2 [==============================] - 0s 12ms/step >82, 46/693, d1=0.515, d2=0.359 g=3.189 2/2 [==============================] - 0s 13ms/step >82, 47/693, d1=0.388, d2=0.389 g=3.608 2/2 [==============================] - 0s 11ms/step >82, 48/693, d1=0.480, d2=0.354 g=2.517 2/2 [==============================] - 0s 12ms/step >82, 49/693, d1=0.458, d2=0.327 g=2.846 2/2 [==============================] - 0s 13ms/step >82, 50/693, d1=0.544, d2=0.362 g=3.400 2/2 [==============================] - 0s 11ms/step >82, 51/693, d1=0.387, d2=0.270 g=2.784 2/2 [==============================] - 0s 12ms/step >82, 52/693, d1=0.292, d2=0.299 g=3.850 2/2 [==============================] - 0s 13ms/step >82, 53/693, d1=0.419, d2=0.420 g=3.772 2/2 [==============================] - 0s 11ms/step >82, 54/693, d1=0.283, d2=0.374 g=5.129 2/2 [==============================] - 0s 12ms/step >82, 55/693, d1=0.484, d2=0.324 g=5.665 2/2 [==============================] - 0s 12ms/step >82, 56/693, d1=0.462, d2=0.308 g=4.288 2/2 [==============================] - 0s 11ms/step >82, 57/693, d1=0.271, d2=0.316 g=3.245 2/2 [==============================] - 0s 11ms/step >82, 58/693, d1=0.393, d2=0.287 g=4.269 2/2 [==============================] - 0s 12ms/step >82, 59/693, d1=0.439, d2=0.394 g=2.296 2/2 [==============================] - 0s 13ms/step >82, 60/693, d1=0.464, d2=0.261 g=3.696 2/2 [==============================] - 0s 13ms/step >82, 61/693, d1=0.531, d2=0.401 g=3.471 2/2 [==============================] - 0s 13ms/step >82, 62/693, d1=0.531, d2=0.455 g=2.808 2/2 [==============================] - 0s 12ms/step >82, 63/693, d1=0.350, d2=0.424 g=4.083 2/2 [==============================] - 0s 12ms/step >82, 64/693, d1=0.484, d2=0.420 g=3.121 2/2 [==============================] - 0s 12ms/step >82, 65/693, d1=0.335, d2=0.300 g=3.394 2/2 [==============================] - 0s 12ms/step >82, 66/693, d1=0.444, d2=0.326 g=4.092 2/2 [==============================] - 0s 12ms/step >82, 67/693, d1=0.317, d2=0.296 g=3.488 2/2 [==============================] - 0s 12ms/step >82, 68/693, d1=0.591, d2=0.435 g=3.736 2/2 [==============================] - 0s 11ms/step >82, 69/693, d1=0.440, d2=0.322 g=4.662 2/2 [==============================] - 0s 12ms/step >82, 70/693, d1=0.483, d2=0.390 g=2.630 2/2 [==============================] - 0s 11ms/step >82, 71/693, d1=0.271, d2=0.337 g=2.922 2/2 [==============================] - 0s 11ms/step >82, 72/693, d1=0.343, d2=0.309 g=3.173 2/2 [==============================] - 0s 11ms/step >82, 73/693, d1=0.289, d2=0.223 g=4.900 2/2 [==============================] - 0s 12ms/step >82, 74/693, d1=0.526, d2=0.460 g=5.288 2/2 [==============================] - 0s 11ms/step >82, 75/693, d1=0.407, d2=0.249 g=4.107 2/2 [==============================] - 0s 12ms/step >82, 76/693, d1=0.448, d2=0.321 g=2.878 2/2 [==============================] - 0s 10ms/step >82, 77/693, d1=0.413, d2=0.406 g=3.466 2/2 [==============================] - 0s 13ms/step >82, 78/693, d1=0.437, d2=0.350 g=4.018 2/2 [==============================] - 0s 12ms/step >82, 79/693, d1=0.311, d2=0.358 g=4.397 2/2 [==============================] - 0s 12ms/step >82, 80/693, d1=0.501, d2=0.278 g=2.657 2/2 [==============================] - 0s 12ms/step >82, 81/693, d1=0.324, d2=0.378 g=3.409 2/2 [==============================] - 0s 12ms/step >82, 82/693, d1=0.341, d2=0.396 g=4.062 2/2 [==============================] - 0s 12ms/step >82, 83/693, d1=0.593, d2=0.258 g=3.089 2/2 [==============================] - 0s 11ms/step >82, 84/693, d1=0.398, d2=0.294 g=2.750 2/2 [==============================] - 0s 13ms/step >82, 85/693, d1=0.502, d2=0.377 g=3.641 2/2 [==============================] - 0s 12ms/step >82, 86/693, d1=0.316, d2=0.326 g=3.647 2/2 [==============================] - 0s 11ms/step >82, 87/693, d1=0.294, d2=0.322 g=3.999 2/2 [==============================] - 0s 12ms/step >82, 88/693, d1=0.315, d2=0.326 g=3.666 2/2 [==============================] - 0s 12ms/step >82, 89/693, d1=0.478, d2=0.354 g=3.052 2/2 [==============================] - 0s 13ms/step >82, 90/693, d1=0.417, d2=0.352 g=3.479 2/2 [==============================] - 0s 12ms/step >82, 91/693, d1=0.436, d2=0.222 g=3.649 2/2 [==============================] - 0s 12ms/step >82, 92/693, d1=0.425, d2=0.321 g=3.551 2/2 [==============================] - 0s 12ms/step >82, 93/693, d1=0.422, d2=0.421 g=3.978 2/2 [==============================] - 0s 13ms/step >82, 94/693, d1=0.353, d2=0.352 g=3.477 2/2 [==============================] - 0s 12ms/step >82, 95/693, d1=0.512, d2=0.300 g=2.663 2/2 [==============================] - 0s 12ms/step >82, 96/693, d1=0.361, d2=0.403 g=2.714 2/2 [==============================] - 0s 13ms/step >82, 97/693, d1=0.369, d2=0.274 g=3.544 2/2 [==============================] - 0s 13ms/step >82, 98/693, d1=0.498, d2=0.288 g=2.499 2/2 [==============================] - 0s 15ms/step >82, 99/693, d1=0.336, d2=0.410 g=4.017 2/2 [==============================] - 0s 12ms/step >82, 100/693, d1=0.438, d2=0.389 g=2.178 2/2 [==============================] - 0s 12ms/step >82, 101/693, d1=0.453, d2=0.317 g=4.485 2/2 [==============================] - 0s 12ms/step >82, 102/693, d1=0.471, d2=0.335 g=2.600 2/2 [==============================] - 0s 13ms/step >82, 103/693, d1=0.543, d2=0.349 g=4.149 2/2 [==============================] - 0s 11ms/step >82, 104/693, d1=0.276, d2=0.361 g=3.911 2/2 [==============================] - 0s 12ms/step >82, 105/693, d1=0.331, d2=0.472 g=4.074 2/2 [==============================] - 0s 12ms/step >82, 106/693, d1=0.501, d2=0.257 g=3.637 2/2 [==============================] - 0s 11ms/step >82, 107/693, d1=0.310, d2=0.362 g=4.080 2/2 [==============================] - 0s 12ms/step >82, 108/693, d1=0.508, d2=0.324 g=3.858 2/2 [==============================] - 0s 12ms/step >82, 109/693, d1=0.291, d2=0.310 g=3.181 2/2 [==============================] - 0s 11ms/step >82, 110/693, d1=0.493, d2=0.307 g=4.606 2/2 [==============================] - 0s 12ms/step >82, 111/693, d1=0.325, d2=0.446 g=3.950 2/2 [==============================] - 0s 11ms/step >82, 112/693, d1=0.508, d2=0.322 g=3.844 2/2 [==============================] - 0s 11ms/step >82, 113/693, d1=0.383, d2=0.319 g=2.329 2/2 [==============================] - 0s 13ms/step >82, 114/693, d1=0.318, d2=0.323 g=2.556 2/2 [==============================] - 0s 12ms/step >82, 115/693, d1=0.248, d2=0.300 g=3.418 2/2 [==============================] - 0s 11ms/step >82, 116/693, d1=0.384, d2=0.264 g=6.003 2/2 [==============================] - 0s 11ms/step >82, 117/693, d1=0.368, d2=0.303 g=2.961 2/2 [==============================] - 0s 10ms/step >82, 118/693, d1=0.316, d2=0.199 g=2.772 2/2 [==============================] - 0s 11ms/step >82, 119/693, d1=0.499, d2=0.349 g=3.243 2/2 [==============================] - 0s 11ms/step >82, 120/693, d1=0.349, d2=0.348 g=2.695 2/2 [==============================] - 0s 12ms/step >82, 121/693, d1=0.270, d2=0.372 g=4.590 2/2 [==============================] - 0s 12ms/step >82, 122/693, d1=0.545, d2=0.224 g=3.791 2/2 [==============================] - 0s 12ms/step >82, 123/693, d1=0.468, d2=0.314 g=2.560 2/2 [==============================] - 0s 12ms/step >82, 124/693, d1=0.354, d2=0.437 g=2.468 2/2 [==============================] - 0s 12ms/step >82, 125/693, d1=0.337, d2=0.450 g=2.474 2/2 [==============================] - 0s 11ms/step >82, 126/693, d1=0.518, d2=0.228 g=4.538 2/2 [==============================] - 0s 11ms/step >82, 127/693, d1=0.530, d2=0.259 g=2.663 2/2 [==============================] - 0s 12ms/step >82, 128/693, d1=0.256, d2=0.376 g=4.954 2/2 [==============================] - 0s 12ms/step >82, 129/693, d1=0.380, d2=0.330 g=3.881 2/2 [==============================] - 0s 12ms/step >82, 130/693, d1=0.568, d2=0.305 g=3.365 2/2 [==============================] - 0s 11ms/step >82, 131/693, d1=0.300, d2=0.356 g=2.512 2/2 [==============================] - 0s 12ms/step >82, 132/693, d1=0.303, d2=0.300 g=4.697 2/2 [==============================] - 0s 11ms/step >82, 133/693, d1=0.347, d2=0.307 g=3.465 2/2 [==============================] - 0s 12ms/step >82, 134/693, d1=0.360, d2=0.403 g=2.871 2/2 [==============================] - 0s 12ms/step >82, 135/693, d1=0.368, d2=0.267 g=2.698 2/2 [==============================] - 0s 12ms/step >82, 136/693, d1=0.386, d2=0.316 g=3.257 2/2 [==============================] - 0s 13ms/step >82, 137/693, d1=0.328, d2=0.459 g=3.818 2/2 [==============================] - 0s 12ms/step >82, 138/693, d1=0.420, d2=0.330 g=2.640 2/2 [==============================] - 0s 12ms/step >82, 139/693, d1=0.578, d2=0.275 g=2.951 2/2 [==============================] - 0s 12ms/step >82, 140/693, d1=0.458, d2=0.347 g=2.657 2/2 [==============================] - 0s 12ms/step >82, 141/693, d1=0.374, d2=0.540 g=4.963 2/2 [==============================] - 0s 11ms/step >82, 142/693, d1=0.357, d2=0.242 g=3.036 2/2 [==============================] - 0s 12ms/step >82, 143/693, d1=0.423, d2=0.310 g=4.392 2/2 [==============================] - 0s 12ms/step >82, 144/693, d1=0.455, d2=0.296 g=2.153 2/2 [==============================] - 0s 13ms/step >82, 145/693, d1=0.319, d2=0.313 g=3.302 2/2 [==============================] - 0s 11ms/step >82, 146/693, d1=0.325, d2=0.442 g=3.415 2/2 [==============================] - 0s 11ms/step >82, 147/693, d1=0.423, d2=0.284 g=5.152 2/2 [==============================] - 0s 11ms/step >82, 148/693, d1=0.471, d2=0.273 g=2.790 2/2 [==============================] - 0s 11ms/step >82, 149/693, d1=0.276, d2=0.230 g=4.891 2/2 [==============================] - 0s 11ms/step >82, 150/693, d1=0.220, d2=0.274 g=2.604 2/2 [==============================] - 0s 11ms/step >82, 151/693, d1=0.335, d2=0.317 g=3.112 2/2 [==============================] - 0s 12ms/step >82, 152/693, d1=0.299, d2=0.277 g=4.244 2/2 [==============================] - 0s 12ms/step >82, 153/693, d1=0.300, d2=0.352 g=3.409 2/2 [==============================] - 0s 12ms/step >82, 154/693, d1=0.341, d2=0.311 g=3.910 2/2 [==============================] - 0s 11ms/step >82, 155/693, d1=0.600, d2=0.337 g=4.112 2/2 [==============================] - 0s 12ms/step >82, 156/693, d1=0.312, d2=0.274 g=4.569 2/2 [==============================] - 0s 12ms/step >82, 157/693, d1=0.255, d2=0.238 g=3.005 2/2 [==============================] - 0s 12ms/step >82, 158/693, d1=0.397, d2=0.274 g=5.359 2/2 [==============================] - 0s 12ms/step >82, 159/693, d1=0.406, d2=0.252 g=4.190 2/2 [==============================] - 0s 12ms/step >82, 160/693, d1=0.427, d2=0.558 g=3.272 2/2 [==============================] - 0s 11ms/step >82, 161/693, d1=0.594, d2=0.326 g=4.125 2/2 [==============================] - 0s 12ms/step >82, 162/693, d1=0.443, d2=0.278 g=4.401 2/2 [==============================] - 0s 10ms/step >82, 163/693, d1=0.449, d2=0.383 g=4.213 2/2 [==============================] - 0s 12ms/step >82, 164/693, d1=0.466, d2=0.292 g=2.706 2/2 [==============================] - 0s 12ms/step >82, 165/693, d1=0.369, d2=0.390 g=4.169 2/2 [==============================] - 0s 12ms/step >82, 166/693, d1=0.374, d2=0.323 g=3.992 2/2 [==============================] - 0s 12ms/step >82, 167/693, d1=0.385, d2=0.262 g=3.258 2/2 [==============================] - 0s 11ms/step >82, 168/693, d1=0.509, d2=0.445 g=3.685 2/2 [==============================] - 0s 12ms/step >82, 169/693, d1=0.367, d2=0.285 g=3.209 2/2 [==============================] - 0s 13ms/step >82, 170/693, d1=0.464, d2=0.349 g=3.044 2/2 [==============================] - 0s 11ms/step >82, 171/693, d1=0.444, d2=0.292 g=3.894 2/2 [==============================] - 0s 12ms/step >82, 172/693, d1=0.360, d2=0.336 g=3.888 2/2 [==============================] - 0s 12ms/step >82, 173/693, d1=0.254, d2=0.292 g=2.324 2/2 [==============================] - 0s 13ms/step >82, 174/693, d1=0.306, d2=0.198 g=2.939 2/2 [==============================] - 0s 11ms/step >82, 175/693, d1=0.231, d2=0.288 g=3.874 2/2 [==============================] - 0s 11ms/step >82, 176/693, d1=0.402, d2=0.268 g=4.283 2/2 [==============================] - 0s 11ms/step >82, 177/693, d1=0.269, d2=0.370 g=3.394 2/2 [==============================] - 0s 12ms/step >82, 178/693, d1=0.391, d2=0.260 g=3.519 2/2 [==============================] - 0s 12ms/step >82, 179/693, d1=0.486, d2=0.285 g=4.084 2/2 [==============================] - 0s 12ms/step >82, 180/693, d1=0.393, d2=0.322 g=4.004 2/2 [==============================] - 0s 12ms/step >82, 181/693, d1=0.445, d2=0.280 g=5.159 2/2 [==============================] - 0s 11ms/step >82, 182/693, d1=0.407, d2=0.266 g=3.668 2/2 [==============================] - 0s 13ms/step >82, 183/693, d1=0.384, d2=0.401 g=3.004 2/2 [==============================] - 0s 11ms/step >82, 184/693, d1=0.478, d2=0.329 g=5.434 2/2 [==============================] - 0s 13ms/step >82, 185/693, d1=0.373, d2=0.287 g=4.409 2/2 [==============================] - 0s 12ms/step >82, 186/693, d1=0.353, d2=0.222 g=3.268 2/2 [==============================] - 0s 11ms/step >82, 187/693, d1=0.489, d2=0.386 g=2.458 2/2 [==============================] - 0s 10ms/step >82, 188/693, d1=0.237, d2=0.385 g=2.761 2/2 [==============================] - 0s 12ms/step >82, 189/693, d1=0.304, d2=0.312 g=2.674 2/2 [==============================] - 0s 12ms/step >82, 190/693, d1=0.472, d2=0.289 g=3.837 2/2 [==============================] - 0s 12ms/step >82, 191/693, d1=0.529, d2=0.292 g=2.289 2/2 [==============================] - 0s 11ms/step >82, 192/693, d1=0.569, d2=0.438 g=4.422 2/2 [==============================] - 0s 11ms/step >82, 193/693, d1=0.409, d2=0.404 g=3.492 2/2 [==============================] - 0s 12ms/step >82, 194/693, d1=0.558, d2=0.345 g=3.442 2/2 [==============================] - 0s 13ms/step >82, 195/693, d1=0.410, d2=0.333 g=4.160 2/2 [==============================] - 0s 13ms/step >82, 196/693, d1=0.319, d2=0.323 g=3.152 2/2 [==============================] - 0s 12ms/step >82, 197/693, d1=0.495, d2=0.279 g=2.029 2/2 [==============================] - 0s 12ms/step >82, 198/693, d1=0.300, d2=0.332 g=3.582 2/2 [==============================] - 0s 11ms/step >82, 199/693, d1=0.383, d2=0.263 g=4.435 2/2 [==============================] - 0s 11ms/step >82, 200/693, d1=0.442, d2=0.415 g=3.352 2/2 [==============================] - 0s 12ms/step >82, 201/693, d1=0.375, d2=0.346 g=2.887 2/2 [==============================] - 0s 13ms/step >82, 202/693, d1=0.423, d2=0.289 g=3.855 2/2 [==============================] - 0s 13ms/step >82, 203/693, d1=0.381, d2=0.285 g=2.147 2/2 [==============================] - 0s 12ms/step >82, 204/693, d1=0.319, d2=0.396 g=3.759 2/2 [==============================] - 0s 12ms/step >82, 205/693, d1=0.335, d2=0.322 g=4.096 2/2 [==============================] - 0s 12ms/step >82, 206/693, d1=0.498, d2=0.270 g=3.242 2/2 [==============================] - 0s 12ms/step >82, 207/693, d1=0.476, d2=0.331 g=2.816 2/2 [==============================] - 0s 12ms/step >82, 208/693, d1=0.266, d2=0.292 g=4.654 2/2 [==============================] - 0s 13ms/step >82, 209/693, d1=0.465, d2=0.270 g=4.085 2/2 [==============================] - 0s 12ms/step >82, 210/693, d1=0.191, d2=0.288 g=3.328 2/2 [==============================] - 0s 12ms/step >82, 211/693, d1=0.357, d2=0.433 g=4.075 2/2 [==============================] - 0s 13ms/step >82, 212/693, d1=0.451, d2=0.256 g=4.041 2/2 [==============================] - 0s 12ms/step >82, 213/693, d1=0.480, d2=0.349 g=3.028 2/2 [==============================] - 0s 12ms/step >82, 214/693, d1=0.497, d2=0.449 g=2.558 2/2 [==============================] - 0s 12ms/step >82, 215/693, d1=0.543, d2=0.381 g=4.379 2/2 [==============================] - 0s 12ms/step >82, 216/693, d1=0.378, d2=0.337 g=3.652 2/2 [==============================] - 0s 12ms/step >82, 217/693, d1=0.490, d2=0.345 g=3.526 2/2 [==============================] - 0s 11ms/step >82, 218/693, d1=0.367, d2=0.354 g=3.417 2/2 [==============================] - 0s 12ms/step >82, 219/693, d1=0.357, d2=0.318 g=3.101 2/2 [==============================] - 0s 12ms/step >82, 220/693, d1=0.435, d2=0.288 g=3.579 2/2 [==============================] - 0s 12ms/step >82, 221/693, d1=0.568, d2=0.333 g=2.607 2/2 [==============================] - 0s 11ms/step >82, 222/693, d1=0.302, d2=0.359 g=3.569 2/2 [==============================] - 0s 11ms/step >82, 223/693, d1=0.545, d2=0.257 g=3.683 2/2 [==============================] - 0s 12ms/step >82, 224/693, d1=0.279, d2=0.395 g=3.936 2/2 [==============================] - 0s 12ms/step >82, 225/693, d1=0.327, d2=0.356 g=3.999 2/2 [==============================] - 0s 12ms/step >82, 226/693, d1=0.379, d2=0.310 g=3.824 2/2 [==============================] - 0s 11ms/step >82, 227/693, d1=0.460, d2=0.379 g=4.639 2/2 [==============================] - 0s 11ms/step >82, 228/693, d1=0.407, d2=0.238 g=3.672 2/2 [==============================] - 0s 12ms/step >82, 229/693, d1=0.423, d2=0.347 g=3.054 2/2 [==============================] - 0s 12ms/step >82, 230/693, d1=0.326, d2=0.417 g=4.088 2/2 [==============================] - 0s 11ms/step >82, 231/693, d1=0.383, d2=0.318 g=4.552 2/2 [==============================] - 0s 12ms/step >82, 232/693, d1=0.388, d2=0.514 g=3.669 2/2 [==============================] - 0s 12ms/step >82, 233/693, d1=0.588, d2=0.292 g=2.730 2/2 [==============================] - 0s 11ms/step >82, 234/693, d1=0.416, d2=0.234 g=3.100 2/2 [==============================] - 0s 12ms/step >82, 235/693, d1=0.478, d2=0.341 g=3.940 2/2 [==============================] - 0s 10ms/step >82, 236/693, d1=0.410, d2=0.388 g=2.275 2/2 [==============================] - 0s 12ms/step >82, 237/693, d1=0.295, d2=0.329 g=3.131 2/2 [==============================] - 0s 12ms/step >82, 238/693, d1=0.334, d2=0.364 g=2.943 2/2 [==============================] - 0s 11ms/step >82, 239/693, d1=0.544, d2=0.322 g=3.033 2/2 [==============================] - 0s 12ms/step >82, 240/693, d1=0.501, d2=0.290 g=4.001 2/2 [==============================] - 0s 12ms/step >82, 241/693, d1=0.341, d2=0.312 g=2.744 2/2 [==============================] - 0s 11ms/step >82, 242/693, d1=0.421, d2=0.374 g=2.424 2/2 [==============================] - 0s 11ms/step >82, 243/693, d1=0.492, d2=0.464 g=3.712 2/2 [==============================] - 0s 12ms/step >82, 244/693, d1=0.581, d2=0.307 g=2.897 2/2 [==============================] - 0s 13ms/step >82, 245/693, d1=0.341, d2=0.426 g=3.324 2/2 [==============================] - 0s 12ms/step >82, 246/693, d1=0.409, d2=0.283 g=4.218 2/2 [==============================] - 0s 12ms/step >82, 247/693, d1=0.459, d2=0.381 g=3.144 2/2 [==============================] - 0s 11ms/step >82, 248/693, d1=0.515, d2=0.279 g=2.584 2/2 [==============================] - 0s 12ms/step >82, 249/693, d1=0.563, d2=0.286 g=2.420 2/2 [==============================] - 0s 12ms/step >82, 250/693, d1=0.335, d2=0.337 g=3.977 2/2 [==============================] - 0s 11ms/step >82, 251/693, d1=0.319, d2=0.394 g=2.572 2/2 [==============================] - 0s 12ms/step >82, 252/693, d1=0.498, d2=0.336 g=2.667 2/2 [==============================] - 0s 11ms/step >82, 253/693, d1=0.374, d2=0.316 g=3.271 2/2 [==============================] - 0s 12ms/step >82, 254/693, d1=0.358, d2=0.340 g=2.933 2/2 [==============================] - 0s 12ms/step >82, 255/693, d1=0.476, d2=0.344 g=3.642 2/2 [==============================] - 0s 12ms/step >82, 256/693, d1=0.477, d2=0.308 g=2.706 2/2 [==============================] - 0s 12ms/step >82, 257/693, d1=0.382, d2=0.318 g=2.965 2/2 [==============================] - 0s 12ms/step >82, 258/693, d1=0.393, d2=0.394 g=4.410 2/2 [==============================] - 0s 11ms/step >82, 259/693, d1=0.333, d2=0.371 g=4.825 2/2 [==============================] - 0s 10ms/step >82, 260/693, d1=0.422, d2=0.260 g=3.430 2/2 [==============================] - 0s 11ms/step >82, 261/693, d1=0.383, d2=0.434 g=2.389 2/2 [==============================] - 0s 12ms/step >82, 262/693, d1=0.398, d2=0.331 g=4.190 2/2 [==============================] - 0s 12ms/step >82, 263/693, d1=0.465, d2=0.377 g=3.132 2/2 [==============================] - 0s 13ms/step >82, 264/693, d1=0.428, d2=0.304 g=2.477 2/2 [==============================] - 0s 11ms/step >82, 265/693, d1=0.467, d2=0.374 g=2.974 2/2 [==============================] - 0s 11ms/step >82, 266/693, d1=0.434, d2=0.294 g=2.953 2/2 [==============================] - 0s 11ms/step >82, 267/693, d1=0.378, d2=0.373 g=3.506 2/2 [==============================] - 0s 9ms/step >82, 268/693, d1=0.332, d2=0.327 g=3.663 2/2 [==============================] - 0s 12ms/step >82, 269/693, d1=0.416, d2=0.244 g=3.198 2/2 [==============================] - 0s 10ms/step >82, 270/693, d1=0.395, d2=0.349 g=3.076 2/2 [==============================] - 0s 12ms/step >82, 271/693, d1=0.272, d2=0.265 g=2.827 2/2 [==============================] - 0s 12ms/step >82, 272/693, d1=0.491, d2=0.323 g=2.488 2/2 [==============================] - 0s 12ms/step >82, 273/693, d1=0.394, d2=0.322 g=3.774 2/2 [==============================] - 0s 12ms/step >82, 274/693, d1=0.292, d2=0.359 g=2.911 2/2 [==============================] - 0s 12ms/step >82, 275/693, d1=0.458, d2=0.221 g=3.088 2/2 [==============================] - 0s 12ms/step >82, 276/693, d1=0.354, d2=0.327 g=3.215 2/2 [==============================] - 0s 12ms/step >82, 277/693, d1=0.344, d2=0.432 g=4.450 2/2 [==============================] - 0s 11ms/step >82, 278/693, d1=0.431, d2=0.240 g=3.487 2/2 [==============================] - 0s 12ms/step >82, 279/693, d1=0.434, d2=0.366 g=3.012 2/2 [==============================] - 0s 11ms/step >82, 280/693, d1=0.338, d2=0.371 g=3.302 2/2 [==============================] - 0s 12ms/step >82, 281/693, d1=0.534, d2=0.331 g=4.883 2/2 [==============================] - 0s 10ms/step >82, 282/693, d1=0.640, d2=0.391 g=3.762 2/2 [==============================] - 0s 12ms/step >82, 283/693, d1=0.596, d2=0.314 g=2.870 2/2 [==============================] - 0s 12ms/step >82, 284/693, d1=0.391, d2=0.394 g=2.469 2/2 [==============================] - 0s 13ms/step >82, 285/693, d1=0.426, d2=0.292 g=3.176 2/2 [==============================] - 0s 12ms/step >82, 286/693, d1=0.446, d2=0.436 g=3.303 2/2 [==============================] - 0s 11ms/step >82, 287/693, d1=0.365, d2=0.285 g=3.516 2/2 [==============================] - 0s 12ms/step >82, 288/693, d1=0.413, d2=0.374 g=3.350 2/2 [==============================] - 0s 12ms/step >82, 289/693, d1=0.460, d2=0.399 g=3.544 2/2 [==============================] - 0s 12ms/step >82, 290/693, d1=0.312, d2=0.293 g=4.273 2/2 [==============================] - 0s 11ms/step >82, 291/693, d1=0.399, d2=0.324 g=3.051 2/2 [==============================] - 0s 11ms/step >82, 292/693, d1=0.369, d2=0.275 g=2.646 2/2 [==============================] - 0s 12ms/step >82, 293/693, d1=0.488, d2=0.413 g=2.356 2/2 [==============================] - 0s 15ms/step >82, 294/693, d1=0.520, d2=0.347 g=2.883 2/2 [==============================] - 0s 12ms/step >82, 295/693, d1=0.416, d2=0.369 g=2.344 2/2 [==============================] - 0s 12ms/step >82, 296/693, d1=0.344, d2=0.334 g=2.297 2/2 [==============================] - 0s 12ms/step >82, 297/693, d1=0.371, d2=0.444 g=3.682 2/2 [==============================] - 0s 12ms/step >82, 298/693, d1=0.477, d2=0.275 g=2.986 2/2 [==============================] - 0s 12ms/step >82, 299/693, d1=0.486, d2=0.335 g=3.199 2/2 [==============================] - 0s 11ms/step >82, 300/693, d1=0.437, d2=0.325 g=4.051 2/2 [==============================] - 0s 11ms/step >82, 301/693, d1=0.361, d2=0.407 g=3.007 2/2 [==============================] - 0s 12ms/step >82, 302/693, d1=0.382, d2=0.270 g=4.522 2/2 [==============================] - 0s 12ms/step >82, 303/693, d1=0.470, d2=0.339 g=2.549 2/2 [==============================] - 0s 11ms/step >82, 304/693, d1=0.320, d2=0.422 g=3.985 2/2 [==============================] - 0s 11ms/step >82, 305/693, d1=0.474, d2=0.343 g=2.552 2/2 [==============================] - 0s 12ms/step >82, 306/693, d1=0.278, d2=0.259 g=3.102 2/2 [==============================] - 0s 11ms/step >82, 307/693, d1=0.388, d2=0.221 g=2.733 2/2 [==============================] - 0s 11ms/step >82, 308/693, d1=0.351, d2=0.430 g=2.670 2/2 [==============================] - 0s 12ms/step >82, 309/693, d1=0.470, d2=0.309 g=2.782 2/2 [==============================] - 0s 12ms/step >82, 310/693, d1=0.365, d2=0.239 g=4.504 2/2 [==============================] - 0s 12ms/step >82, 311/693, d1=0.550, d2=0.338 g=3.252 2/2 [==============================] - 0s 11ms/step >82, 312/693, d1=0.379, d2=0.316 g=4.314 2/2 [==============================] - 0s 12ms/step >82, 313/693, d1=0.345, d2=0.403 g=3.835 2/2 [==============================] - 0s 12ms/step >82, 314/693, d1=0.450, d2=0.425 g=3.769 2/2 [==============================] - 0s 11ms/step >82, 315/693, d1=0.474, d2=0.305 g=2.681 2/2 [==============================] - 0s 12ms/step >82, 316/693, d1=0.418, d2=0.265 g=3.311 2/2 [==============================] - 0s 11ms/step >82, 317/693, d1=0.399, d2=0.357 g=2.500 2/2 [==============================] - 0s 12ms/step >82, 318/693, d1=0.417, d2=0.437 g=2.618 2/2 [==============================] - 0s 12ms/step >82, 319/693, d1=0.416, d2=0.295 g=3.506 2/2 [==============================] - 0s 12ms/step >82, 320/693, d1=0.498, d2=0.248 g=2.933 2/2 [==============================] - 0s 11ms/step >82, 321/693, d1=0.446, d2=0.326 g=3.441 2/2 [==============================] - 0s 12ms/step >82, 322/693, d1=0.453, d2=0.298 g=3.953 2/2 [==============================] - 0s 11ms/step >82, 323/693, d1=0.341, d2=0.433 g=2.232 2/2 [==============================] - 0s 11ms/step >82, 324/693, d1=0.306, d2=0.292 g=3.324 2/2 [==============================] - 0s 12ms/step >82, 325/693, d1=0.492, d2=0.337 g=3.068 2/2 [==============================] - 0s 12ms/step >82, 326/693, d1=0.383, d2=0.269 g=2.579 2/2 [==============================] - 0s 12ms/step >82, 327/693, d1=0.282, d2=0.310 g=3.647 2/2 [==============================] - 0s 12ms/step >82, 328/693, d1=0.358, d2=0.367 g=2.046 2/2 [==============================] - 0s 11ms/step >82, 329/693, d1=0.433, d2=0.368 g=3.795 2/2 [==============================] - 0s 12ms/step >82, 330/693, d1=0.424, d2=0.381 g=3.796 2/2 [==============================] - 0s 11ms/step >82, 331/693, d1=0.322, d2=0.348 g=2.763 2/2 [==============================] - 0s 12ms/step >82, 332/693, d1=0.421, d2=0.323 g=2.595 2/2 [==============================] - 0s 12ms/step >82, 333/693, d1=0.449, d2=0.275 g=2.819 2/2 [==============================] - 0s 12ms/step >82, 334/693, d1=0.568, d2=0.489 g=2.274 2/2 [==============================] - 0s 12ms/step >82, 335/693, d1=0.375, d2=0.386 g=3.672 2/2 [==============================] - 0s 11ms/step >82, 336/693, d1=0.434, d2=0.312 g=3.794 2/2 [==============================] - 0s 13ms/step >82, 337/693, d1=0.308, d2=0.249 g=2.416 2/2 [==============================] - 0s 12ms/step >82, 338/693, d1=0.493, d2=0.353 g=4.180 2/2 [==============================] - 0s 11ms/step >82, 339/693, d1=0.371, d2=0.349 g=2.340 2/2 [==============================] - 0s 11ms/step >82, 340/693, d1=0.292, d2=0.373 g=3.694 2/2 [==============================] - 0s 12ms/step >82, 341/693, d1=0.362, d2=0.323 g=4.268 2/2 [==============================] - 0s 11ms/step >82, 342/693, d1=0.459, d2=0.224 g=5.012 2/2 [==============================] - 0s 12ms/step >82, 343/693, d1=0.414, d2=0.304 g=2.715 2/2 [==============================] - 0s 12ms/step >82, 344/693, d1=0.563, d2=0.311 g=4.931 2/2 [==============================] - 0s 12ms/step >82, 345/693, d1=0.344, d2=0.445 g=4.896 2/2 [==============================] - 0s 11ms/step >82, 346/693, d1=0.348, d2=0.237 g=3.908 2/2 [==============================] - 0s 10ms/step >82, 347/693, d1=0.376, d2=0.349 g=6.859 2/2 [==============================] - 0s 12ms/step >82, 348/693, d1=0.459, d2=0.256 g=3.260 2/2 [==============================] - 0s 12ms/step >82, 349/693, d1=0.395, d2=0.366 g=4.036 2/2 [==============================] - 0s 12ms/step >82, 350/693, d1=0.467, d2=0.394 g=4.007 2/2 [==============================] - 0s 11ms/step >82, 351/693, d1=0.465, d2=0.341 g=2.080 2/2 [==============================] - 0s 12ms/step >82, 352/693, d1=0.426, d2=0.348 g=4.113 2/2 [==============================] - 0s 12ms/step >82, 353/693, d1=0.344, d2=0.349 g=3.617 2/2 [==============================] - 0s 11ms/step >82, 354/693, d1=0.398, d2=0.221 g=3.271 2/2 [==============================] - 0s 12ms/step >82, 355/693, d1=0.462, d2=0.366 g=3.474 2/2 [==============================] - 0s 12ms/step >82, 356/693, d1=0.365, d2=0.316 g=2.947 2/2 [==============================] - 0s 11ms/step >82, 357/693, d1=0.311, d2=0.222 g=2.569 2/2 [==============================] - 0s 10ms/step >82, 358/693, d1=0.279, d2=0.392 g=4.708 2/2 [==============================] - 0s 13ms/step >82, 359/693, d1=0.302, d2=0.275 g=4.413 2/2 [==============================] - 0s 11ms/step >82, 360/693, d1=0.445, d2=0.307 g=3.042 2/2 [==============================] - 0s 12ms/step >82, 361/693, d1=0.469, d2=0.398 g=4.296 2/2 [==============================] - 0s 13ms/step >82, 362/693, d1=0.392, d2=0.331 g=4.282 2/2 [==============================] - 0s 13ms/step >82, 363/693, d1=0.397, d2=0.258 g=3.401 2/2 [==============================] - 0s 11ms/step >82, 364/693, d1=0.419, d2=0.351 g=4.625 2/2 [==============================] - 0s 12ms/step >82, 365/693, d1=0.422, d2=0.376 g=3.494 2/2 [==============================] - 0s 12ms/step >82, 366/693, d1=0.253, d2=0.249 g=4.952 2/2 [==============================] - 0s 12ms/step >82, 367/693, d1=0.544, d2=0.272 g=3.925 2/2 [==============================] - 0s 12ms/step >82, 368/693, d1=0.430, d2=0.474 g=4.011 2/2 [==============================] - 0s 12ms/step >82, 369/693, d1=0.299, d2=0.413 g=3.616 2/2 [==============================] - 0s 12ms/step >82, 370/693, d1=0.544, d2=0.246 g=3.523 2/2 [==============================] - 0s 12ms/step >82, 371/693, d1=0.426, d2=0.276 g=4.047 2/2 [==============================] - 0s 11ms/step >82, 372/693, d1=0.426, d2=0.407 g=3.875 2/2 [==============================] - 0s 11ms/step >82, 373/693, d1=0.389, d2=0.288 g=2.806 2/2 [==============================] - 0s 11ms/step >82, 374/693, d1=0.364, d2=0.410 g=2.721 2/2 [==============================] - 0s 11ms/step >82, 375/693, d1=0.416, d2=0.298 g=3.456 2/2 [==============================] - 0s 12ms/step >82, 376/693, d1=0.352, d2=0.319 g=3.201 2/2 [==============================] - 0s 11ms/step >82, 377/693, d1=0.461, d2=0.300 g=3.649 2/2 [==============================] - 0s 12ms/step >82, 378/693, d1=0.379, d2=0.295 g=3.657 2/2 [==============================] - 0s 12ms/step >82, 379/693, d1=0.515, d2=0.397 g=3.329 2/2 [==============================] - 0s 11ms/step >82, 380/693, d1=0.357, d2=0.274 g=2.952 2/2 [==============================] - 0s 12ms/step >82, 381/693, d1=0.542, d2=0.322 g=2.954 2/2 [==============================] - 0s 12ms/step >82, 382/693, d1=0.450, d2=0.364 g=2.422 2/2 [==============================] - 0s 12ms/step >82, 383/693, d1=0.424, d2=0.389 g=3.067 2/2 [==============================] - 0s 12ms/step >82, 384/693, d1=0.242, d2=0.302 g=6.256 2/2 [==============================] - 0s 12ms/step >82, 385/693, d1=0.364, d2=0.369 g=4.909 2/2 [==============================] - 0s 12ms/step >82, 386/693, d1=0.313, d2=0.254 g=4.734 2/2 [==============================] - 0s 13ms/step >82, 387/693, d1=0.339, d2=0.289 g=4.671 2/2 [==============================] - 0s 11ms/step >82, 388/693, d1=0.305, d2=0.226 g=2.213 2/2 [==============================] - 0s 13ms/step >82, 389/693, d1=0.536, d2=0.344 g=4.194 2/2 [==============================] - 0s 12ms/step >82, 390/693, d1=0.273, d2=0.367 g=2.224 2/2 [==============================] - 0s 13ms/step >82, 391/693, d1=0.372, d2=0.230 g=5.594 2/2 [==============================] - 0s 12ms/step >82, 392/693, d1=0.458, d2=0.313 g=2.891 2/2 [==============================] - 0s 12ms/step >82, 393/693, d1=0.346, d2=0.326 g=2.615 2/2 [==============================] - 0s 13ms/step >82, 394/693, d1=0.229, d2=0.339 g=4.106 2/2 [==============================] - 0s 12ms/step >82, 395/693, d1=0.443, d2=0.322 g=3.314 2/2 [==============================] - 0s 12ms/step >82, 396/693, d1=0.438, d2=0.358 g=4.432 2/2 [==============================] - 0s 11ms/step >82, 397/693, d1=0.334, d2=0.228 g=3.468 2/2 [==============================] - 0s 11ms/step >82, 398/693, d1=0.372, d2=0.296 g=2.502 2/2 [==============================] - 0s 13ms/step >82, 399/693, d1=0.452, d2=0.330 g=5.696 2/2 [==============================] - 0s 11ms/step >82, 400/693, d1=0.468, d2=0.364 g=3.652 2/2 [==============================] - 0s 12ms/step >82, 401/693, d1=0.423, d2=0.273 g=3.840 2/2 [==============================] - 0s 11ms/step >82, 402/693, d1=0.335, d2=0.331 g=3.429 2/2 [==============================] - 0s 12ms/step >82, 403/693, d1=0.561, d2=0.344 g=3.002 2/2 [==============================] - 0s 12ms/step >82, 404/693, d1=0.351, d2=0.308 g=2.035 2/2 [==============================] - 0s 12ms/step >82, 405/693, d1=0.434, d2=0.485 g=3.401 2/2 [==============================] - 0s 11ms/step >82, 406/693, d1=0.307, d2=0.331 g=4.897 2/2 [==============================] - 0s 11ms/step >82, 407/693, d1=0.554, d2=0.329 g=3.265 2/2 [==============================] - 0s 12ms/step >82, 408/693, d1=0.485, d2=0.315 g=2.756 2/2 [==============================] - 0s 12ms/step >82, 409/693, d1=0.368, d2=0.365 g=2.981 2/2 [==============================] - 0s 13ms/step >82, 410/693, d1=0.411, d2=0.283 g=3.318 2/2 [==============================] - 0s 12ms/step >82, 411/693, d1=0.443, d2=0.359 g=3.276 2/2 [==============================] - 0s 12ms/step >82, 412/693, d1=0.313, d2=0.270 g=3.059 2/2 [==============================] - 0s 12ms/step >82, 413/693, d1=0.471, d2=0.312 g=3.968 2/2 [==============================] - 0s 12ms/step >82, 414/693, d1=0.253, d2=0.279 g=2.791 2/2 [==============================] - 0s 12ms/step >82, 415/693, d1=0.480, d2=0.292 g=3.217 2/2 [==============================] - 0s 13ms/step >82, 416/693, d1=0.369, d2=0.326 g=2.843 2/2 [==============================] - 0s 12ms/step >82, 417/693, d1=0.293, d2=0.306 g=3.126 2/2 [==============================] - 0s 12ms/step >82, 418/693, d1=0.380, d2=0.364 g=2.431 2/2 [==============================] - 0s 12ms/step >82, 419/693, d1=0.443, d2=0.406 g=3.014 2/2 [==============================] - 0s 12ms/step >82, 420/693, d1=0.383, d2=0.367 g=2.965 2/2 [==============================] - 0s 12ms/step >82, 421/693, d1=0.419, d2=0.341 g=4.417 2/2 [==============================] - 0s 12ms/step >82, 422/693, d1=0.429, d2=0.280 g=2.945 2/2 [==============================] - 0s 12ms/step >82, 423/693, d1=0.272, d2=0.296 g=3.382 2/2 [==============================] - 0s 11ms/step >82, 424/693, d1=0.397, d2=0.407 g=2.662 2/2 [==============================] - 0s 11ms/step >82, 425/693, d1=0.482, d2=0.288 g=2.373 2/2 [==============================] - 0s 12ms/step >82, 426/693, d1=0.375, d2=0.327 g=2.962 2/2 [==============================] - 0s 12ms/step >82, 427/693, d1=0.393, d2=0.269 g=2.667 2/2 [==============================] - 0s 13ms/step >82, 428/693, d1=0.523, d2=0.456 g=3.162 2/2 [==============================] - 0s 12ms/step >82, 429/693, d1=0.388, d2=0.259 g=2.839 2/2 [==============================] - 0s 11ms/step >82, 430/693, d1=0.387, d2=0.362 g=3.785 2/2 [==============================] - 0s 12ms/step >82, 431/693, d1=0.410, d2=0.264 g=4.825 2/2 [==============================] - 0s 11ms/step >82, 432/693, d1=0.435, d2=0.278 g=4.557 2/2 [==============================] - 0s 12ms/step >82, 433/693, d1=0.420, d2=0.251 g=3.633 2/2 [==============================] - 0s 12ms/step >82, 434/693, d1=0.311, d2=0.344 g=2.517 2/2 [==============================] - 0s 12ms/step >82, 435/693, d1=0.300, d2=0.312 g=3.212 2/2 [==============================] - 0s 11ms/step >82, 436/693, d1=0.633, d2=0.356 g=3.477 2/2 [==============================] - 0s 12ms/step >82, 437/693, d1=0.329, d2=0.334 g=3.347 2/2 [==============================] - 0s 14ms/step >82, 438/693, d1=0.342, d2=0.559 g=2.735 2/2 [==============================] - 0s 12ms/step >82, 439/693, d1=0.424, d2=0.273 g=3.491 2/2 [==============================] - 0s 12ms/step >82, 440/693, d1=0.577, d2=0.351 g=3.355 2/2 [==============================] - 0s 11ms/step >82, 441/693, d1=0.380, d2=0.261 g=4.441 2/2 [==============================] - 0s 12ms/step >82, 442/693, d1=0.393, d2=0.297 g=2.532 2/2 [==============================] - 0s 11ms/step >82, 443/693, d1=0.418, d2=0.397 g=3.221 2/2 [==============================] - 0s 12ms/step >82, 444/693, d1=0.481, d2=0.389 g=2.968 2/2 [==============================] - 0s 11ms/step >82, 445/693, d1=0.402, d2=0.257 g=2.967 2/2 [==============================] - 0s 11ms/step >82, 446/693, d1=0.411, d2=0.376 g=3.575 2/2 [==============================] - 0s 11ms/step >82, 447/693, d1=0.440, d2=0.339 g=2.966 2/2 [==============================] - 0s 13ms/step >82, 448/693, d1=0.426, d2=0.255 g=2.706 2/2 [==============================] - 0s 11ms/step >82, 449/693, d1=0.288, d2=0.355 g=3.569 2/2 [==============================] - 0s 12ms/step >82, 450/693, d1=0.538, d2=0.343 g=2.502 2/2 [==============================] - 0s 12ms/step >82, 451/693, d1=0.450, d2=0.287 g=3.215 2/2 [==============================] - 0s 12ms/step >82, 452/693, d1=0.324, d2=0.359 g=3.175 2/2 [==============================] - 0s 12ms/step >82, 453/693, d1=0.449, d2=0.375 g=2.605 2/2 [==============================] - 0s 12ms/step >82, 454/693, d1=0.417, d2=0.313 g=2.837 2/2 [==============================] - 0s 11ms/step >82, 455/693, d1=0.431, d2=0.332 g=2.807 2/2 [==============================] - 0s 13ms/step >82, 456/693, d1=0.397, d2=0.492 g=4.031 2/2 [==============================] - 0s 11ms/step >82, 457/693, d1=0.351, d2=0.321 g=7.089 2/2 [==============================] - 0s 12ms/step >82, 458/693, d1=0.413, d2=0.349 g=4.838 2/2 [==============================] - 0s 11ms/step >82, 459/693, d1=0.320, d2=0.297 g=5.421 2/2 [==============================] - 0s 12ms/step >82, 460/693, d1=0.402, d2=0.230 g=6.258 2/2 [==============================] - 0s 11ms/step >82, 461/693, d1=0.316, d2=0.336 g=9.458 2/2 [==============================] - 0s 12ms/step >82, 462/693, d1=0.240, d2=0.284 g=6.391 2/2 [==============================] - 0s 11ms/step >82, 463/693, d1=0.434, d2=0.351 g=10.444 2/2 [==============================] - 0s 11ms/step >82, 464/693, d1=0.544, d2=0.318 g=9.236 2/2 [==============================] - 0s 14ms/step >82, 465/693, d1=0.477, d2=0.341 g=8.516 2/2 [==============================] - 0s 11ms/step >82, 466/693, d1=0.483, d2=0.315 g=5.528 2/2 [==============================] - 0s 11ms/step >82, 467/693, d1=0.462, d2=0.411 g=5.412 2/2 [==============================] - 0s 11ms/step >82, 468/693, d1=0.422, d2=0.251 g=7.556 2/2 [==============================] - 0s 12ms/step >82, 469/693, d1=0.255, d2=0.371 g=9.373 2/2 [==============================] - 0s 10ms/step >82, 470/693, d1=0.350, d2=0.355 g=4.696 2/2 [==============================] - 0s 12ms/step >82, 471/693, d1=0.376, d2=0.327 g=5.028 2/2 [==============================] - 0s 11ms/step >82, 472/693, d1=0.397, d2=0.332 g=6.220 2/2 [==============================] - 0s 12ms/step >82, 473/693, d1=0.449, d2=0.414 g=4.631 2/2 [==============================] - 0s 11ms/step >82, 474/693, d1=0.388, d2=0.268 g=6.788 2/2 [==============================] - 0s 12ms/step >82, 475/693, d1=0.493, d2=0.358 g=7.565 2/2 [==============================] - 0s 12ms/step >82, 476/693, d1=0.327, d2=0.346 g=6.056 2/2 [==============================] - 0s 14ms/step >82, 477/693, d1=0.290, d2=0.303 g=9.834 2/2 [==============================] - 0s 12ms/step >82, 478/693, d1=0.427, d2=0.257 g=5.793 2/2 [==============================] - 0s 14ms/step >82, 479/693, d1=0.489, d2=0.290 g=6.393 2/2 [==============================] - 0s 13ms/step >82, 480/693, d1=0.456, d2=0.253 g=10.231 2/2 [==============================] - 0s 11ms/step >82, 481/693, d1=0.266, d2=0.386 g=5.619 2/2 [==============================] - 0s 11ms/step >82, 482/693, d1=0.382, d2=0.316 g=3.717 2/2 [==============================] - 0s 12ms/step >82, 483/693, d1=0.454, d2=0.416 g=4.607 2/2 [==============================] - 0s 14ms/step >82, 484/693, d1=0.357, d2=0.271 g=5.661 2/2 [==============================] - 0s 12ms/step >82, 485/693, d1=0.238, d2=0.276 g=5.594 2/2 [==============================] - 0s 12ms/step >82, 486/693, d1=0.389, d2=0.339 g=5.799 2/2 [==============================] - 0s 14ms/step >82, 487/693, d1=0.390, d2=0.418 g=5.637 2/2 [==============================] - 0s 13ms/step >82, 488/693, d1=0.354, d2=0.282 g=5.556 2/2 [==============================] - 0s 12ms/step >82, 489/693, d1=0.452, d2=0.195 g=6.659 2/2 [==============================] - 0s 12ms/step >82, 490/693, d1=0.283, d2=0.318 g=3.943 2/2 [==============================] - 0s 11ms/step >82, 491/693, d1=0.394, d2=0.353 g=4.177 2/2 [==============================] - 0s 12ms/step >82, 492/693, d1=0.494, d2=0.337 g=7.317 2/2 [==============================] - 0s 11ms/step >82, 493/693, d1=0.423, d2=0.329 g=4.145 2/2 [==============================] - 0s 12ms/step >82, 494/693, d1=0.433, d2=0.241 g=11.552 2/2 [==============================] - 0s 11ms/step >82, 495/693, d1=0.430, d2=0.353 g=7.410 2/2 [==============================] - 0s 12ms/step >82, 496/693, d1=0.454, d2=0.511 g=5.597 2/2 [==============================] - 0s 11ms/step >82, 497/693, d1=0.437, d2=0.209 g=6.256 2/2 [==============================] - 0s 13ms/step >82, 498/693, d1=0.471, d2=0.279 g=9.629 2/2 [==============================] - 0s 12ms/step >82, 499/693, d1=0.455, d2=0.435 g=5.180 2/2 [==============================] - 0s 12ms/step >82, 500/693, d1=0.511, d2=0.283 g=8.011 2/2 [==============================] - 0s 13ms/step >82, 501/693, d1=0.373, d2=0.396 g=9.796 2/2 [==============================] - 0s 12ms/step >82, 502/693, d1=0.295, d2=0.304 g=7.265 2/2 [==============================] - 0s 13ms/step >82, 503/693, d1=0.580, d2=0.363 g=9.790 2/2 [==============================] - 0s 12ms/step >82, 504/693, d1=0.438, d2=0.264 g=7.093 2/2 [==============================] - 0s 12ms/step >82, 505/693, d1=0.360, d2=0.286 g=4.860 2/2 [==============================] - 0s 12ms/step >82, 506/693, d1=0.375, d2=0.530 g=4.360 2/2 [==============================] - 0s 12ms/step >82, 507/693, d1=0.357, d2=0.270 g=8.292 2/2 [==============================] - 0s 13ms/step >82, 508/693, d1=0.483, d2=0.298 g=4.571 2/2 [==============================] - 0s 12ms/step >82, 509/693, d1=0.383, d2=0.340 g=5.770 2/2 [==============================] - 0s 11ms/step >82, 510/693, d1=0.262, d2=0.256 g=4.879 2/2 [==============================] - 0s 11ms/step >82, 511/693, d1=0.429, d2=0.294 g=7.966 2/2 [==============================] - 0s 12ms/step >82, 512/693, d1=0.611, d2=0.330 g=7.108 2/2 [==============================] - 0s 11ms/step >82, 513/693, d1=0.505, d2=0.334 g=5.143 2/2 [==============================] - 0s 12ms/step >82, 514/693, d1=0.386, d2=0.313 g=7.582 2/2 [==============================] - 0s 12ms/step >82, 515/693, d1=0.409, d2=0.354 g=8.679 2/2 [==============================] - 0s 12ms/step >82, 516/693, d1=0.286, d2=0.443 g=5.515 2/2 [==============================] - 0s 12ms/step >82, 517/693, d1=0.572, d2=0.247 g=2.949 2/2 [==============================] - 0s 13ms/step >82, 518/693, d1=0.580, d2=0.365 g=7.389 2/2 [==============================] - 0s 12ms/step >82, 519/693, d1=0.506, d2=0.415 g=8.038 2/2 [==============================] - 0s 12ms/step >82, 520/693, d1=0.452, d2=0.321 g=9.552 2/2 [==============================] - 0s 12ms/step >82, 521/693, d1=0.378, d2=0.322 g=7.015 2/2 [==============================] - 0s 17ms/step >82, 522/693, d1=0.518, d2=0.303 g=4.016 2/2 [==============================] - 0s 11ms/step >82, 523/693, d1=0.351, d2=0.383 g=6.756 2/2 [==============================] - 0s 11ms/step >82, 524/693, d1=0.223, d2=0.373 g=4.894 2/2 [==============================] - 0s 12ms/step >82, 525/693, d1=0.306, d2=0.286 g=7.921 2/2 [==============================] - 0s 14ms/step >82, 526/693, d1=0.502, d2=0.359 g=7.229 2/2 [==============================] - 0s 12ms/step >82, 527/693, d1=0.332, d2=0.264 g=5.299 2/2 [==============================] - 0s 16ms/step >82, 528/693, d1=0.328, d2=0.336 g=6.763 2/2 [==============================] - 0s 15ms/step >82, 529/693, d1=0.607, d2=0.333 g=10.041 2/2 [==============================] - 0s 13ms/step >82, 530/693, d1=0.317, d2=0.339 g=6.924 2/2 [==============================] - 0s 12ms/step >82, 531/693, d1=0.318, d2=0.300 g=3.372 2/2 [==============================] - 0s 12ms/step >82, 532/693, d1=0.337, d2=0.323 g=12.499 2/2 [==============================] - 0s 12ms/step >82, 533/693, d1=0.536, d2=0.385 g=8.459 2/2 [==============================] - 0s 12ms/step >82, 534/693, d1=0.382, d2=0.300 g=5.366 2/2 [==============================] - 0s 11ms/step >82, 535/693, d1=0.487, d2=0.226 g=6.701 2/2 [==============================] - 0s 13ms/step >82, 536/693, d1=0.435, d2=0.337 g=8.735 2/2 [==============================] - 0s 12ms/step >82, 537/693, d1=0.492, d2=0.363 g=6.671 2/2 [==============================] - 0s 12ms/step >82, 538/693, d1=0.404, d2=0.361 g=6.694 2/2 [==============================] - 0s 12ms/step >82, 539/693, d1=0.373, d2=0.313 g=5.246 2/2 [==============================] - 0s 14ms/step >82, 540/693, d1=0.526, d2=0.297 g=5.233 2/2 [==============================] - 0s 12ms/step >82, 541/693, d1=0.465, d2=0.315 g=6.398 2/2 [==============================] - 0s 12ms/step >82, 542/693, d1=0.356, d2=0.427 g=6.430 2/2 [==============================] - 0s 11ms/step >82, 543/693, d1=0.523, d2=0.272 g=4.097 2/2 [==============================] - 0s 11ms/step >82, 544/693, d1=0.330, d2=0.275 g=5.854 2/2 [==============================] - 0s 12ms/step >82, 545/693, d1=0.573, d2=0.434 g=5.495 2/2 [==============================] - 0s 15ms/step >82, 546/693, d1=0.395, d2=0.294 g=3.490 2/2 [==============================] - 0s 12ms/step >82, 547/693, d1=0.494, d2=0.413 g=5.955 2/2 [==============================] - 0s 12ms/step >82, 548/693, d1=0.411, d2=0.233 g=5.002 2/2 [==============================] - 0s 14ms/step >82, 549/693, d1=0.480, d2=0.358 g=6.515 2/2 [==============================] - 0s 19ms/step >82, 550/693, d1=0.386, d2=0.389 g=4.434 2/2 [==============================] - 0s 12ms/step >82, 551/693, d1=0.536, d2=0.283 g=5.564 2/2 [==============================] - 0s 13ms/step >82, 552/693, d1=0.333, d2=0.385 g=7.629 2/2 [==============================] - 0s 13ms/step >82, 553/693, d1=0.484, d2=0.418 g=5.657 2/2 [==============================] - 0s 14ms/step >82, 554/693, d1=0.338, d2=0.455 g=4.052 2/2 [==============================] - 0s 11ms/step >82, 555/693, d1=0.356, d2=0.350 g=5.860 2/2 [==============================] - 0s 14ms/step >82, 556/693, d1=0.461, d2=0.287 g=6.030 2/2 [==============================] - 0s 12ms/step >82, 557/693, d1=0.467, d2=0.416 g=6.088 2/2 [==============================] - 0s 12ms/step >82, 558/693, d1=0.442, d2=0.330 g=8.011 2/2 [==============================] - 0s 12ms/step >82, 559/693, d1=0.340, d2=0.335 g=4.416 2/2 [==============================] - 0s 13ms/step >82, 560/693, d1=0.320, d2=0.309 g=3.472 2/2 [==============================] - 0s 12ms/step >82, 561/693, d1=0.393, d2=0.421 g=3.790 2/2 [==============================] - 0s 11ms/step >82, 562/693, d1=0.421, d2=0.314 g=7.704 2/2 [==============================] - 0s 12ms/step >82, 563/693, d1=0.420, d2=0.336 g=9.205 2/2 [==============================] - 0s 12ms/step >82, 564/693, d1=0.423, d2=0.261 g=5.922 2/2 [==============================] - 0s 11ms/step >82, 565/693, d1=0.573, d2=0.301 g=6.809 2/2 [==============================] - 0s 15ms/step >82, 566/693, d1=0.413, d2=0.316 g=4.302 2/2 [==============================] - 0s 12ms/step >82, 567/693, d1=0.468, d2=0.420 g=10.230 2/2 [==============================] - 0s 12ms/step >82, 568/693, d1=0.411, d2=0.356 g=6.777 2/2 [==============================] - 0s 12ms/step >82, 569/693, d1=0.242, d2=0.175 g=4.469 2/2 [==============================] - 0s 12ms/step >82, 570/693, d1=0.431, d2=0.278 g=3.363 2/2 [==============================] - 0s 13ms/step >82, 571/693, d1=0.368, d2=0.362 g=4.257 2/2 [==============================] - 0s 12ms/step >82, 572/693, d1=0.411, d2=0.318 g=3.658 2/2 [==============================] - 0s 11ms/step >82, 573/693, d1=0.383, d2=0.225 g=5.018 2/2 [==============================] - 0s 13ms/step >82, 574/693, d1=0.423, d2=0.260 g=6.384 2/2 [==============================] - 0s 12ms/step >82, 575/693, d1=0.523, d2=0.341 g=5.659 2/2 [==============================] - 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0s 12ms/step >82, 587/693, d1=0.445, d2=0.345 g=7.816 2/2 [==============================] - 0s 13ms/step >82, 588/693, d1=0.439, d2=0.249 g=3.898 2/2 [==============================] - 0s 11ms/step >82, 589/693, d1=0.317, d2=0.367 g=7.232 2/2 [==============================] - 0s 11ms/step >82, 590/693, d1=0.369, d2=0.348 g=2.848 2/2 [==============================] - 0s 12ms/step >82, 591/693, d1=0.486, d2=0.318 g=5.498 2/2 [==============================] - 0s 12ms/step >82, 592/693, d1=0.391, d2=0.392 g=1.928 2/2 [==============================] - 0s 11ms/step >82, 593/693, d1=0.359, d2=0.279 g=6.619 2/2 [==============================] - 0s 11ms/step >82, 594/693, d1=0.514, d2=0.385 g=5.347 2/2 [==============================] - 0s 12ms/step >82, 595/693, d1=0.481, d2=0.465 g=7.161 2/2 [==============================] - 0s 13ms/step >82, 596/693, d1=0.346, d2=0.333 g=6.486 2/2 [==============================] - 0s 12ms/step >82, 597/693, d1=0.353, d2=0.302 g=4.329 2/2 [==============================] - 0s 12ms/step >82, 598/693, d1=0.389, d2=0.249 g=3.791 2/2 [==============================] - 0s 11ms/step >82, 599/693, d1=0.469, d2=0.316 g=3.825 2/2 [==============================] - 0s 12ms/step >82, 600/693, d1=0.370, d2=0.384 g=3.359 2/2 [==============================] - 0s 12ms/step >82, 601/693, d1=0.448, d2=0.271 g=7.406 2/2 [==============================] - 0s 12ms/step >82, 602/693, d1=0.451, d2=0.482 g=6.524 2/2 [==============================] - 0s 12ms/step >82, 603/693, d1=0.483, d2=0.317 g=6.012 2/2 [==============================] - 0s 11ms/step >82, 604/693, d1=0.401, d2=0.273 g=4.103 2/2 [==============================] - 0s 11ms/step >82, 605/693, d1=0.448, d2=0.421 g=7.469 2/2 [==============================] - 0s 13ms/step >82, 606/693, d1=0.376, d2=0.423 g=4.384 2/2 [==============================] - 0s 12ms/step >82, 607/693, d1=0.428, d2=0.267 g=6.903 2/2 [==============================] - 0s 12ms/step >82, 608/693, d1=0.362, d2=0.208 g=6.556 2/2 [==============================] - 0s 13ms/step >82, 609/693, d1=0.412, d2=0.363 g=4.591 2/2 [==============================] - 0s 13ms/step >82, 610/693, d1=0.476, d2=0.373 g=7.788 2/2 [==============================] - 0s 13ms/step >82, 611/693, d1=0.377, d2=0.344 g=9.150 2/2 [==============================] - 0s 12ms/step >82, 612/693, d1=0.337, d2=0.311 g=4.140 2/2 [==============================] - 0s 11ms/step >82, 613/693, d1=0.376, d2=0.284 g=4.851 2/2 [==============================] - 0s 11ms/step >82, 614/693, d1=0.244, d2=0.343 g=4.396 2/2 [==============================] - 0s 11ms/step >82, 615/693, d1=0.573, d2=0.242 g=6.472 2/2 [==============================] - 0s 11ms/step >82, 616/693, d1=0.413, d2=0.231 g=5.782 2/2 [==============================] - 0s 13ms/step >82, 617/693, d1=0.309, d2=0.396 g=4.811 2/2 [==============================] - 0s 12ms/step >82, 618/693, d1=0.370, d2=0.271 g=4.913 2/2 [==============================] - 0s 12ms/step >82, 619/693, d1=0.357, d2=0.287 g=5.052 2/2 [==============================] - 0s 12ms/step >82, 620/693, d1=0.456, d2=0.319 g=7.126 2/2 [==============================] - 0s 12ms/step >82, 621/693, d1=0.391, d2=0.382 g=6.107 2/2 [==============================] - 0s 11ms/step >82, 622/693, d1=0.420, d2=0.299 g=5.638 2/2 [==============================] - 0s 12ms/step >82, 623/693, d1=0.400, d2=0.418 g=4.402 2/2 [==============================] - 0s 15ms/step >82, 624/693, d1=0.643, d2=0.285 g=8.195 2/2 [==============================] - 0s 13ms/step >82, 625/693, d1=0.352, d2=0.335 g=5.835 2/2 [==============================] - 0s 12ms/step >82, 626/693, d1=0.506, d2=0.390 g=3.385 2/2 [==============================] - 0s 11ms/step >82, 627/693, d1=0.281, d2=0.233 g=6.231 2/2 [==============================] - 0s 12ms/step >82, 628/693, d1=0.381, d2=0.380 g=5.557 2/2 [==============================] - 0s 14ms/step >82, 629/693, d1=0.338, d2=0.367 g=5.795 2/2 [==============================] - 0s 12ms/step >82, 630/693, d1=0.353, d2=0.281 g=3.970 2/2 [==============================] - 0s 12ms/step >82, 631/693, d1=0.467, d2=0.394 g=6.995 2/2 [==============================] - 0s 12ms/step >82, 632/693, d1=0.383, d2=0.331 g=9.463 2/2 [==============================] - 0s 14ms/step >82, 633/693, d1=0.463, d2=0.234 g=5.975 2/2 [==============================] - 0s 13ms/step >82, 634/693, d1=0.439, d2=0.294 g=5.955 2/2 [==============================] - 0s 15ms/step >82, 635/693, d1=0.323, d2=0.435 g=6.587 2/2 [==============================] - 0s 13ms/step >82, 636/693, d1=0.425, d2=0.304 g=3.361 2/2 [==============================] - 0s 14ms/step >82, 637/693, d1=0.414, d2=0.360 g=4.081 2/2 [==============================] - 0s 12ms/step >82, 638/693, d1=0.623, d2=0.325 g=7.750 2/2 [==============================] - 0s 13ms/step >82, 639/693, d1=0.384, d2=0.357 g=5.257 2/2 [==============================] - 0s 12ms/step >82, 640/693, d1=0.340, d2=0.373 g=4.532 2/2 [==============================] - 0s 13ms/step >82, 641/693, d1=0.355, d2=0.472 g=6.319 2/2 [==============================] - 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0s 16ms/step >82, 653/693, d1=0.336, d2=0.418 g=5.903 2/2 [==============================] - 0s 12ms/step >82, 654/693, d1=0.367, d2=0.360 g=4.098 2/2 [==============================] - 0s 16ms/step >82, 655/693, d1=0.453, d2=0.303 g=6.261 2/2 [==============================] - 0s 12ms/step >82, 656/693, d1=0.515, d2=0.278 g=8.585 2/2 [==============================] - 0s 12ms/step >82, 657/693, d1=0.410, d2=0.378 g=7.423 2/2 [==============================] - 0s 13ms/step >82, 658/693, d1=0.420, d2=0.368 g=5.742 2/2 [==============================] - 0s 13ms/step >82, 659/693, d1=0.422, d2=0.289 g=7.386 2/2 [==============================] - 0s 12ms/step >82, 660/693, d1=0.325, d2=0.362 g=6.525 2/2 [==============================] - 0s 12ms/step >82, 661/693, d1=0.378, d2=0.472 g=7.983 2/2 [==============================] - 0s 13ms/step >82, 662/693, d1=0.443, d2=0.239 g=5.580 2/2 [==============================] - 0s 12ms/step >82, 663/693, d1=0.464, d2=0.363 g=7.492 2/2 [==============================] - 0s 15ms/step >82, 664/693, d1=0.385, d2=0.350 g=7.112 2/2 [==============================] - 0s 14ms/step >82, 665/693, d1=0.306, d2=0.229 g=6.371 2/2 [==============================] - 0s 15ms/step >82, 666/693, d1=0.442, d2=0.264 g=3.260 2/2 [==============================] - 0s 13ms/step >82, 667/693, d1=0.380, d2=0.375 g=4.179 2/2 [==============================] - 0s 12ms/step >82, 668/693, d1=0.531, d2=0.285 g=6.081 2/2 [==============================] - 0s 12ms/step >82, 669/693, d1=0.391, d2=0.359 g=5.166 2/2 [==============================] - 0s 11ms/step >82, 670/693, d1=0.479, d2=0.412 g=5.051 2/2 [==============================] - 0s 13ms/step >82, 671/693, d1=0.378, d2=0.322 g=4.489 2/2 [==============================] - 0s 13ms/step >82, 672/693, d1=0.484, d2=0.300 g=4.413 2/2 [==============================] - 0s 12ms/step >82, 673/693, d1=0.477, d2=0.371 g=4.008 2/2 [==============================] - 0s 12ms/step >82, 674/693, d1=0.368, d2=0.372 g=7.806 2/2 [==============================] - 0s 12ms/step >82, 675/693, d1=0.485, d2=0.320 g=9.331 2/2 [==============================] - 0s 11ms/step >82, 676/693, d1=0.494, d2=0.305 g=5.908 2/2 [==============================] - 0s 11ms/step >82, 677/693, d1=0.325, d2=0.239 g=5.179 2/2 [==============================] - 0s 12ms/step >82, 678/693, d1=0.333, d2=0.422 g=5.419 2/2 [==============================] - 0s 12ms/step >82, 679/693, d1=0.440, d2=0.329 g=5.923 2/2 [==============================] - 0s 11ms/step >82, 680/693, d1=0.433, d2=0.276 g=2.532 2/2 [==============================] - 0s 12ms/step >82, 681/693, d1=0.405, d2=0.336 g=3.740 2/2 [==============================] - 0s 11ms/step >82, 682/693, d1=0.358, d2=0.302 g=4.665 2/2 [==============================] - 0s 12ms/step >82, 683/693, d1=0.246, d2=0.330 g=5.576 2/2 [==============================] - 0s 12ms/step >82, 684/693, d1=0.420, d2=0.310 g=5.057 2/2 [==============================] - 0s 11ms/step >82, 685/693, d1=0.347, d2=0.333 g=5.691 2/2 [==============================] - 0s 12ms/step >82, 686/693, d1=0.223, d2=0.294 g=3.669 2/2 [==============================] - 0s 12ms/step >82, 687/693, d1=0.435, d2=0.258 g=3.882 2/2 [==============================] - 0s 14ms/step >82, 688/693, d1=0.373, d2=0.238 g=4.556 2/2 [==============================] - 0s 12ms/step >82, 689/693, d1=0.390, d2=0.407 g=3.471 2/2 [==============================] - 0s 14ms/step >82, 690/693, d1=0.399, d2=0.258 g=3.672 2/2 [==============================] - 0s 13ms/step >82, 691/693, d1=0.514, d2=0.284 g=5.584 2/2 [==============================] - 0s 12ms/step >82, 692/693, d1=0.300, d2=0.295 g=3.571 2/2 [==============================] - 0s 12ms/step >82, 693/693, d1=0.435, d2=0.428 g=5.793 2/2 [==============================] - 0s 13ms/step >83, 1/693, d1=0.313, d2=0.476 g=7.288 2/2 [==============================] - 0s 11ms/step >83, 2/693, d1=0.346, d2=0.198 g=4.040 2/2 [==============================] - 0s 12ms/step >83, 3/693, d1=0.412, d2=0.295 g=4.132 2/2 [==============================] - 0s 12ms/step >83, 4/693, d1=0.384, d2=0.237 g=5.700 2/2 [==============================] - 0s 12ms/step >83, 5/693, d1=0.390, d2=0.252 g=6.548 2/2 [==============================] - 0s 13ms/step >83, 6/693, d1=0.241, d2=0.412 g=6.321 2/2 [==============================] - 0s 13ms/step >83, 7/693, d1=0.571, d2=0.342 g=5.969 2/2 [==============================] - 0s 13ms/step >83, 8/693, d1=0.534, d2=0.345 g=6.447 2/2 [==============================] - 0s 13ms/step >83, 9/693, d1=0.529, d2=0.405 g=7.410 2/2 [==============================] - 0s 12ms/step >83, 10/693, d1=0.213, d2=0.245 g=5.481 2/2 [==============================] - 0s 13ms/step >83, 11/693, d1=0.215, d2=0.305 g=4.008 2/2 [==============================] - 0s 12ms/step >83, 12/693, d1=0.312, d2=0.267 g=5.158 2/2 [==============================] - 0s 13ms/step >83, 13/693, d1=0.405, d2=0.248 g=3.388 2/2 [==============================] - 0s 12ms/step >83, 14/693, d1=0.334, d2=0.288 g=7.672 2/2 [==============================] - 0s 12ms/step >83, 15/693, d1=0.375, d2=0.351 g=2.703 2/2 [==============================] - 0s 12ms/step >83, 16/693, d1=0.390, d2=0.306 g=4.704 2/2 [==============================] - 0s 12ms/step >83, 17/693, d1=0.472, d2=0.305 g=4.515 2/2 [==============================] - 0s 13ms/step >83, 18/693, d1=0.506, d2=0.248 g=6.419 2/2 [==============================] - 0s 13ms/step >83, 19/693, d1=0.383, d2=0.470 g=2.630 2/2 [==============================] - 0s 12ms/step >83, 20/693, d1=0.352, d2=0.421 g=5.423 2/2 [==============================] - 0s 13ms/step >83, 21/693, d1=0.440, d2=0.264 g=4.025 2/2 [==============================] - 0s 12ms/step >83, 22/693, d1=0.330, d2=0.312 g=4.418 2/2 [==============================] - 0s 12ms/step >83, 23/693, d1=0.397, d2=0.326 g=6.338 2/2 [==============================] - 0s 12ms/step >83, 24/693, d1=0.334, d2=0.340 g=6.026 2/2 [==============================] - 0s 11ms/step >83, 25/693, d1=0.431, d2=0.249 g=6.627 2/2 [==============================] - 0s 12ms/step >83, 26/693, d1=0.428, d2=0.378 g=3.927 2/2 [==============================] - 0s 11ms/step >83, 27/693, d1=0.500, d2=0.368 g=2.575 2/2 [==============================] - 0s 12ms/step >83, 28/693, d1=0.359, d2=0.444 g=5.859 2/2 [==============================] - 0s 13ms/step >83, 29/693, d1=0.440, d2=0.376 g=5.335 2/2 [==============================] - 0s 12ms/step >83, 30/693, d1=0.444, d2=0.267 g=7.641 2/2 [==============================] - 0s 13ms/step >83, 31/693, d1=0.391, d2=0.254 g=6.136 2/2 [==============================] - 0s 12ms/step >83, 32/693, d1=0.270, d2=0.307 g=6.643 2/2 [==============================] - 0s 12ms/step >83, 33/693, d1=0.362, d2=0.418 g=5.691 2/2 [==============================] - 0s 13ms/step >83, 34/693, d1=0.505, d2=0.448 g=3.971 2/2 [==============================] - 0s 10ms/step >83, 35/693, d1=0.501, d2=0.285 g=3.640 2/2 [==============================] - 0s 12ms/step >83, 36/693, d1=0.420, d2=0.332 g=3.862 2/2 [==============================] - 0s 15ms/step >83, 37/693, d1=0.248, d2=0.279 g=4.087 2/2 [==============================] - 0s 12ms/step >83, 38/693, d1=0.442, d2=0.410 g=5.442 2/2 [==============================] - 0s 13ms/step >83, 39/693, d1=0.486, d2=0.299 g=3.822 2/2 [==============================] - 0s 13ms/step >83, 40/693, d1=0.309, d2=0.333 g=3.821 2/2 [==============================] - 0s 13ms/step >83, 41/693, d1=0.399, d2=0.280 g=7.432 2/2 [==============================] - 0s 12ms/step >83, 42/693, d1=0.366, d2=0.313 g=5.094 2/2 [==============================] - 0s 11ms/step >83, 43/693, d1=0.312, d2=0.455 g=3.796 2/2 [==============================] - 0s 12ms/step >83, 44/693, d1=0.546, d2=0.426 g=2.664 2/2 [==============================] - 0s 12ms/step >83, 45/693, d1=0.375, d2=0.349 g=4.737 2/2 [==============================] - 0s 12ms/step >83, 46/693, d1=0.494, d2=0.384 g=3.497 2/2 [==============================] - 0s 12ms/step >83, 47/693, d1=0.369, d2=0.274 g=4.443 2/2 [==============================] - 0s 13ms/step >83, 48/693, d1=0.473, d2=0.380 g=7.510 2/2 [==============================] - 0s 11ms/step >83, 49/693, d1=0.428, d2=0.366 g=4.701 2/2 [==============================] - 0s 11ms/step >83, 50/693, d1=0.483, d2=0.387 g=4.080 2/2 [==============================] - 0s 11ms/step >83, 51/693, d1=0.396, d2=0.372 g=4.849 2/2 [==============================] - 0s 11ms/step >83, 52/693, d1=0.353, d2=0.292 g=4.763 2/2 [==============================] - 0s 13ms/step >83, 53/693, d1=0.446, d2=0.365 g=4.252 2/2 [==============================] - 0s 13ms/step >83, 54/693, d1=0.433, d2=0.326 g=3.197 2/2 [==============================] - 0s 12ms/step >83, 55/693, d1=0.305, d2=0.262 g=4.546 2/2 [==============================] - 0s 12ms/step >83, 56/693, d1=0.365, d2=0.414 g=4.430 2/2 [==============================] - 0s 12ms/step >83, 57/693, d1=0.316, d2=0.271 g=5.664 2/2 [==============================] - 0s 12ms/step >83, 58/693, d1=0.421, d2=0.287 g=5.242 2/2 [==============================] - 0s 12ms/step >83, 59/693, d1=0.341, d2=0.454 g=3.346 2/2 [==============================] - 0s 11ms/step >83, 60/693, d1=0.474, d2=0.262 g=4.717 2/2 [==============================] - 0s 13ms/step >83, 61/693, d1=0.408, d2=0.420 g=4.179 2/2 [==============================] - 0s 12ms/step >83, 62/693, d1=0.428, d2=0.284 g=9.428 2/2 [==============================] - 0s 11ms/step >83, 63/693, d1=0.466, d2=0.291 g=7.290 2/2 [==============================] - 0s 12ms/step >83, 64/693, d1=0.446, d2=0.281 g=6.437 2/2 [==============================] - 0s 12ms/step >83, 65/693, d1=0.364, d2=0.247 g=3.669 2/2 [==============================] - 0s 12ms/step >83, 66/693, d1=0.292, d2=0.353 g=1.904 2/2 [==============================] - 0s 11ms/step >83, 67/693, d1=0.362, d2=0.330 g=8.481 2/2 [==============================] - 0s 13ms/step >83, 68/693, d1=0.408, d2=0.322 g=6.341 2/2 [==============================] - 0s 12ms/step >83, 69/693, d1=0.385, d2=0.255 g=4.970 2/2 [==============================] - 0s 13ms/step >83, 70/693, d1=0.460, d2=0.428 g=5.802 2/2 [==============================] - 0s 12ms/step >83, 71/693, d1=0.369, d2=0.327 g=4.011 2/2 [==============================] - 0s 13ms/step >83, 72/693, d1=0.489, d2=0.208 g=2.628 2/2 [==============================] - 0s 12ms/step >83, 73/693, d1=0.453, d2=0.354 g=4.855 2/2 [==============================] - 0s 11ms/step >83, 74/693, d1=0.415, d2=0.373 g=5.780 2/2 [==============================] - 0s 15ms/step >83, 75/693, d1=0.343, d2=0.297 g=4.367 2/2 [==============================] - 0s 13ms/step >83, 76/693, d1=0.363, d2=0.248 g=4.346 2/2 [==============================] - 0s 12ms/step >83, 77/693, d1=0.304, d2=0.368 g=6.603 2/2 [==============================] - 0s 12ms/step >83, 78/693, d1=0.410, d2=0.300 g=5.385 2/2 [==============================] - 0s 12ms/step >83, 79/693, d1=0.317, d2=0.346 g=7.416 2/2 [==============================] - 0s 12ms/step >83, 80/693, d1=0.395, d2=0.357 g=7.324 2/2 [==============================] - 0s 11ms/step >83, 81/693, d1=0.361, d2=0.345 g=4.223 2/2 [==============================] - 0s 12ms/step >83, 82/693, d1=0.549, d2=0.290 g=3.999 2/2 [==============================] - 0s 12ms/step >83, 83/693, d1=0.492, d2=0.366 g=3.763 2/2 [==============================] - 0s 12ms/step >83, 84/693, d1=0.287, d2=0.415 g=7.453 2/2 [==============================] - 0s 13ms/step >83, 85/693, d1=0.470, d2=0.183 g=8.396 2/2 [==============================] - 0s 12ms/step >83, 86/693, d1=0.352, d2=0.331 g=6.895 2/2 [==============================] - 0s 11ms/step >83, 87/693, d1=0.367, d2=0.332 g=5.286 2/2 [==============================] - 0s 12ms/step >83, 88/693, d1=0.379, d2=0.320 g=5.367 2/2 [==============================] - 0s 13ms/step >83, 89/693, d1=0.349, d2=0.336 g=7.465 2/2 [==============================] - 0s 13ms/step >83, 90/693, d1=0.271, d2=0.309 g=4.821 2/2 [==============================] - 0s 12ms/step >83, 91/693, d1=0.414, d2=0.343 g=9.796 2/2 [==============================] - 0s 12ms/step >83, 92/693, d1=0.708, d2=0.258 g=5.364 2/2 [==============================] - 0s 12ms/step >83, 93/693, d1=0.594, d2=0.390 g=3.278 2/2 [==============================] - 0s 13ms/step >83, 94/693, d1=0.388, d2=0.518 g=3.862 2/2 [==============================] - 0s 13ms/step >83, 95/693, d1=0.214, d2=0.244 g=8.505 2/2 [==============================] - 0s 15ms/step >83, 96/693, d1=0.382, d2=0.251 g=5.232 2/2 [==============================] - 0s 12ms/step >83, 97/693, d1=0.398, d2=0.311 g=4.393 2/2 [==============================] - 0s 12ms/step >83, 98/693, d1=0.251, d2=0.250 g=4.494 2/2 [==============================] - 0s 12ms/step >83, 99/693, d1=0.440, d2=0.350 g=7.714 2/2 [==============================] - 0s 11ms/step >83, 100/693, d1=0.322, d2=0.284 g=4.791 2/2 [==============================] - 0s 12ms/step >83, 101/693, d1=0.402, d2=0.209 g=6.432 2/2 [==============================] - 0s 12ms/step >83, 102/693, d1=0.399, d2=0.268 g=4.339 2/2 [==============================] - 0s 12ms/step >83, 103/693, d1=0.295, d2=0.540 g=5.412 2/2 [==============================] - 0s 12ms/step >83, 104/693, d1=0.658, d2=0.311 g=5.530 2/2 [==============================] - 0s 14ms/step >83, 105/693, d1=0.377, d2=0.321 g=4.929 2/2 [==============================] - 0s 12ms/step >83, 106/693, d1=0.492, d2=0.286 g=4.050 2/2 [==============================] - 0s 13ms/step >83, 107/693, d1=0.499, d2=0.459 g=4.420 2/2 [==============================] - 0s 11ms/step >83, 108/693, d1=0.317, d2=0.300 g=3.022 2/2 [==============================] - 0s 11ms/step >83, 109/693, d1=0.379, d2=0.257 g=8.499 2/2 [==============================] - 0s 12ms/step >83, 110/693, d1=0.344, d2=0.259 g=3.930 2/2 [==============================] - 0s 11ms/step >83, 111/693, d1=0.448, d2=0.424 g=5.349 2/2 [==============================] - 0s 11ms/step >83, 112/693, d1=0.384, d2=0.319 g=4.658 2/2 [==============================] - 0s 12ms/step >83, 113/693, d1=0.620, d2=0.316 g=4.307 2/2 [==============================] - 0s 11ms/step >83, 114/693, d1=0.419, d2=0.332 g=4.966 2/2 [==============================] - 0s 12ms/step >83, 115/693, d1=0.370, d2=0.374 g=3.978 2/2 [==============================] - 0s 12ms/step >83, 116/693, d1=0.349, d2=0.420 g=4.931 2/2 [==============================] - 0s 12ms/step >83, 117/693, d1=0.369, d2=0.348 g=2.490 2/2 [==============================] - 0s 12ms/step >83, 118/693, d1=0.504, d2=0.314 g=5.657 2/2 [==============================] - 0s 13ms/step >83, 119/693, d1=0.429, d2=0.426 g=5.208 2/2 [==============================] - 0s 13ms/step >83, 120/693, d1=0.401, d2=0.266 g=3.532 2/2 [==============================] - 0s 13ms/step >83, 121/693, d1=0.340, d2=0.331 g=3.966 2/2 [==============================] - 0s 12ms/step >83, 122/693, d1=0.356, d2=0.279 g=5.774 2/2 [==============================] - 0s 11ms/step >83, 123/693, d1=0.321, d2=0.294 g=6.164 2/2 [==============================] - 0s 13ms/step >83, 124/693, d1=0.262, d2=0.197 g=7.897 2/2 [==============================] - 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0s 12ms/step >83, 158/693, d1=0.356, d2=0.299 g=5.724 2/2 [==============================] - 0s 12ms/step >83, 159/693, d1=0.461, d2=0.301 g=4.510 2/2 [==============================] - 0s 11ms/step >83, 160/693, d1=0.506, d2=0.401 g=6.136 2/2 [==============================] - 0s 11ms/step >83, 161/693, d1=0.420, d2=0.398 g=6.583 2/2 [==============================] - 0s 12ms/step >83, 162/693, d1=0.459, d2=0.280 g=4.777 2/2 [==============================] - 0s 10ms/step >83, 163/693, d1=0.270, d2=0.349 g=3.741 2/2 [==============================] - 0s 12ms/step >83, 164/693, d1=0.311, d2=0.435 g=4.470 2/2 [==============================] - 0s 11ms/step >83, 165/693, d1=0.433, d2=0.449 g=6.556 2/2 [==============================] - 0s 12ms/step >83, 166/693, d1=0.690, d2=0.246 g=6.132 2/2 [==============================] - 0s 11ms/step >83, 167/693, d1=0.401, d2=0.339 g=4.215 2/2 [==============================] - 0s 13ms/step >83, 168/693, d1=0.284, d2=0.373 g=6.163 2/2 [==============================] - 0s 12ms/step >83, 169/693, d1=0.422, d2=0.353 g=3.768 2/2 [==============================] - 0s 11ms/step >83, 170/693, d1=0.406, d2=0.300 g=3.279 2/2 [==============================] - 0s 13ms/step >83, 171/693, d1=0.494, d2=0.406 g=2.503 2/2 [==============================] - 0s 12ms/step >83, 172/693, d1=0.436, d2=0.326 g=5.796 2/2 [==============================] - 0s 13ms/step >83, 173/693, d1=0.437, d2=0.343 g=7.423 2/2 [==============================] - 0s 12ms/step >83, 174/693, d1=0.318, d2=0.377 g=6.437 2/2 [==============================] - 0s 11ms/step >83, 175/693, d1=0.341, d2=0.411 g=6.727 2/2 [==============================] - 0s 13ms/step >83, 176/693, d1=0.349, d2=0.255 g=4.603 2/2 [==============================] - 0s 12ms/step >83, 177/693, d1=0.569, d2=0.250 g=5.568 2/2 [==============================] - 0s 11ms/step >83, 178/693, d1=0.591, d2=0.298 g=6.096 2/2 [==============================] - 0s 13ms/step >83, 179/693, d1=0.285, d2=0.390 g=3.728 2/2 [==============================] - 0s 13ms/step >83, 180/693, d1=0.355, d2=0.251 g=6.200 2/2 [==============================] - 0s 12ms/step >83, 181/693, d1=0.368, d2=0.266 g=6.520 2/2 [==============================] - 0s 12ms/step >83, 182/693, d1=0.513, d2=0.392 g=4.208 2/2 [==============================] - 0s 11ms/step >83, 183/693, d1=0.403, d2=0.400 g=6.320 2/2 [==============================] - 0s 12ms/step >83, 184/693, d1=0.555, d2=0.260 g=3.216 2/2 [==============================] - 0s 11ms/step >83, 185/693, d1=0.370, d2=0.304 g=6.943 2/2 [==============================] - 0s 11ms/step >83, 186/693, d1=0.478, d2=0.370 g=4.580 2/2 [==============================] - 0s 12ms/step >83, 187/693, d1=0.466, d2=0.453 g=5.265 2/2 [==============================] - 0s 13ms/step >83, 188/693, d1=0.296, d2=0.275 g=5.204 2/2 [==============================] - 0s 12ms/step >83, 189/693, d1=0.433, d2=0.318 g=3.706 2/2 [==============================] - 0s 12ms/step >83, 190/693, d1=0.467, d2=0.411 g=4.308 2/2 [==============================] - 0s 12ms/step >83, 191/693, d1=0.250, d2=0.291 g=4.577 2/2 [==============================] - 0s 12ms/step >83, 192/693, d1=0.486, d2=0.274 g=4.401 2/2 [==============================] - 0s 13ms/step >83, 193/693, d1=0.380, d2=0.435 g=4.095 2/2 [==============================] - 0s 12ms/step >83, 194/693, d1=0.433, d2=0.333 g=5.077 2/2 [==============================] - 0s 12ms/step >83, 195/693, d1=0.418, d2=0.404 g=4.310 2/2 [==============================] - 0s 12ms/step >83, 196/693, d1=0.449, d2=0.292 g=4.383 2/2 [==============================] - 0s 12ms/step >83, 197/693, d1=0.375, d2=0.346 g=3.770 2/2 [==============================] - 0s 12ms/step >83, 198/693, d1=0.365, d2=0.256 g=5.415 2/2 [==============================] - 0s 12ms/step >83, 199/693, d1=0.593, d2=0.325 g=5.579 2/2 [==============================] - 0s 13ms/step >83, 200/693, d1=0.285, d2=0.332 g=4.328 2/2 [==============================] - 0s 12ms/step >83, 201/693, d1=0.345, d2=0.303 g=6.653 2/2 [==============================] - 0s 13ms/step >83, 202/693, d1=0.422, d2=0.321 g=6.259 2/2 [==============================] - 0s 13ms/step >83, 203/693, d1=0.278, d2=0.275 g=6.111 2/2 [==============================] - 0s 12ms/step >83, 204/693, d1=0.483, d2=0.351 g=5.781 2/2 [==============================] - 0s 12ms/step >83, 205/693, d1=0.269, d2=0.338 g=4.525 2/2 [==============================] - 0s 12ms/step >83, 206/693, d1=0.518, d2=0.377 g=5.394 2/2 [==============================] - 0s 12ms/step >83, 207/693, d1=0.502, d2=0.345 g=4.166 2/2 [==============================] - 0s 12ms/step >83, 208/693, d1=0.313, d2=0.385 g=4.349 2/2 [==============================] - 0s 12ms/step >83, 209/693, d1=0.267, d2=0.383 g=4.438 2/2 [==============================] - 0s 15ms/step >83, 210/693, d1=0.421, d2=0.263 g=3.167 2/2 [==============================] - 0s 13ms/step >83, 211/693, d1=0.449, d2=0.303 g=5.817 2/2 [==============================] - 0s 12ms/step >83, 212/693, d1=0.281, d2=0.422 g=3.254 2/2 [==============================] - 0s 12ms/step >83, 213/693, d1=0.364, d2=0.383 g=6.701 2/2 [==============================] - 0s 13ms/step >83, 214/693, d1=0.414, d2=0.274 g=8.358 2/2 [==============================] - 0s 11ms/step >83, 215/693, d1=0.356, d2=0.287 g=6.836 2/2 [==============================] - 0s 13ms/step >83, 216/693, d1=0.445, d2=0.288 g=6.051 2/2 [==============================] - 0s 12ms/step >83, 217/693, d1=0.306, d2=0.460 g=4.661 2/2 [==============================] - 0s 12ms/step >83, 218/693, d1=0.459, d2=0.285 g=4.144 2/2 [==============================] - 0s 11ms/step >83, 219/693, d1=0.482, d2=0.435 g=2.603 2/2 [==============================] - 0s 12ms/step >83, 220/693, d1=0.311, d2=0.268 g=5.078 2/2 [==============================] - 0s 12ms/step >83, 221/693, d1=0.362, d2=0.352 g=2.554 2/2 [==============================] - 0s 12ms/step >83, 222/693, d1=0.484, d2=0.401 g=5.352 2/2 [==============================] - 0s 11ms/step >83, 223/693, d1=0.470, d2=0.277 g=6.111 2/2 [==============================] - 0s 12ms/step >83, 224/693, d1=0.468, d2=0.327 g=3.170 2/2 [==============================] - 0s 12ms/step >83, 225/693, d1=0.473, d2=0.398 g=3.859 2/2 [==============================] - 0s 12ms/step >83, 226/693, d1=0.407, d2=0.350 g=5.327 2/2 [==============================] - 0s 13ms/step >83, 227/693, d1=0.341, d2=0.276 g=4.022 2/2 [==============================] - 0s 11ms/step >83, 228/693, d1=0.431, d2=0.383 g=4.908 2/2 [==============================] - 0s 13ms/step >83, 229/693, d1=0.421, d2=0.604 g=5.131 2/2 [==============================] - 0s 11ms/step >83, 230/693, d1=0.520, d2=0.240 g=4.557 2/2 [==============================] - 0s 11ms/step >83, 231/693, d1=0.386, d2=0.318 g=9.288 2/2 [==============================] - 0s 11ms/step >83, 232/693, d1=0.444, d2=0.300 g=4.442 2/2 [==============================] - 0s 11ms/step >83, 233/693, d1=0.378, d2=0.394 g=4.908 2/2 [==============================] - 0s 12ms/step >83, 234/693, d1=0.328, d2=0.385 g=5.305 2/2 [==============================] - 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0s 12ms/step >83, 334/693, d1=0.577, d2=0.319 g=3.665 2/2 [==============================] - 0s 12ms/step >83, 335/693, d1=0.311, d2=0.334 g=4.948 2/2 [==============================] - 0s 13ms/step >83, 336/693, d1=0.386, d2=0.339 g=3.981 2/2 [==============================] - 0s 12ms/step >83, 337/693, d1=0.334, d2=0.254 g=7.838 2/2 [==============================] - 0s 14ms/step >83, 338/693, d1=0.595, d2=0.266 g=5.363 2/2 [==============================] - 0s 12ms/step >83, 339/693, d1=0.412, d2=0.375 g=6.980 2/2 [==============================] - 0s 12ms/step >83, 340/693, d1=0.447, d2=0.332 g=5.039 2/2 [==============================] - 0s 12ms/step >83, 341/693, d1=0.400, d2=0.441 g=2.860 2/2 [==============================] - 0s 11ms/step >83, 342/693, d1=0.387, d2=0.327 g=5.569 2/2 [==============================] - 0s 12ms/step >83, 343/693, d1=0.491, d2=0.250 g=3.004 2/2 [==============================] - 0s 11ms/step >83, 344/693, d1=0.407, d2=0.460 g=4.192 2/2 [==============================] - 0s 12ms/step >83, 345/693, d1=0.417, d2=0.322 g=5.032 2/2 [==============================] - 0s 11ms/step >83, 346/693, d1=0.459, d2=0.324 g=5.154 2/2 [==============================] - 0s 13ms/step >83, 347/693, d1=0.370, d2=0.316 g=4.160 2/2 [==============================] - 0s 12ms/step >83, 348/693, d1=0.350, d2=0.394 g=5.349 2/2 [==============================] - 0s 13ms/step >83, 349/693, d1=0.284, d2=0.315 g=5.472 2/2 [==============================] - 0s 12ms/step >83, 350/693, d1=0.409, d2=0.335 g=3.724 2/2 [==============================] - 0s 12ms/step >83, 351/693, d1=0.535, d2=0.264 g=6.212 2/2 [==============================] - 0s 12ms/step >83, 352/693, d1=0.584, d2=0.249 g=3.360 2/2 [==============================] - 0s 13ms/step >83, 353/693, d1=0.389, d2=0.434 g=3.866 2/2 [==============================] - 0s 12ms/step >83, 354/693, d1=0.360, d2=0.249 g=4.630 2/2 [==============================] - 0s 11ms/step >83, 355/693, d1=0.475, d2=0.399 g=6.709 2/2 [==============================] - 0s 13ms/step >83, 356/693, d1=0.593, d2=0.319 g=4.197 2/2 [==============================] - 0s 13ms/step >83, 357/693, d1=0.222, d2=0.300 g=5.867 2/2 [==============================] - 0s 12ms/step >83, 358/693, d1=0.416, d2=0.298 g=4.266 2/2 [==============================] - 0s 14ms/step >83, 359/693, d1=0.515, d2=0.352 g=4.672 2/2 [==============================] - 0s 12ms/step >83, 360/693, d1=0.324, d2=0.358 g=1.726 2/2 [==============================] - 0s 12ms/step >83, 361/693, d1=0.299, d2=0.450 g=4.624 2/2 [==============================] - 0s 12ms/step >83, 362/693, d1=0.356, d2=0.242 g=4.136 2/2 [==============================] - 0s 14ms/step >83, 363/693, d1=0.381, d2=0.339 g=6.264 2/2 [==============================] - 0s 12ms/step >83, 364/693, d1=0.461, d2=0.266 g=2.503 2/2 [==============================] - 0s 12ms/step >83, 365/693, d1=0.277, d2=0.275 g=4.756 2/2 [==============================] - 0s 12ms/step >83, 366/693, d1=0.276, d2=0.355 g=4.756 2/2 [==============================] - 0s 11ms/step >83, 367/693, d1=0.531, d2=0.337 g=4.211 2/2 [==============================] - 0s 12ms/step >83, 368/693, d1=0.481, d2=0.276 g=4.671 2/2 [==============================] - 0s 12ms/step >83, 369/693, d1=0.335, d2=0.543 g=4.860 2/2 [==============================] - 0s 12ms/step >83, 370/693, d1=0.237, d2=0.215 g=7.160 2/2 [==============================] - 0s 11ms/step >83, 371/693, d1=0.542, d2=0.297 g=4.300 2/2 [==============================] - 0s 14ms/step >83, 372/693, d1=0.543, d2=0.406 g=2.670 2/2 [==============================] - 0s 12ms/step >83, 373/693, d1=0.362, d2=0.347 g=3.123 2/2 [==============================] - 0s 12ms/step >83, 374/693, d1=0.401, d2=0.236 g=3.608 2/2 [==============================] - 0s 13ms/step >83, 375/693, d1=0.302, d2=0.334 g=3.678 2/2 [==============================] - 0s 12ms/step >83, 376/693, d1=0.517, d2=0.287 g=3.009 2/2 [==============================] - 0s 12ms/step >83, 377/693, d1=0.444, d2=0.317 g=5.582 2/2 [==============================] - 0s 13ms/step >83, 378/693, d1=0.416, d2=0.406 g=4.676 2/2 [==============================] - 0s 12ms/step >83, 379/693, d1=0.519, d2=0.422 g=4.643 2/2 [==============================] - 0s 13ms/step >83, 380/693, d1=0.300, d2=0.291 g=3.630 2/2 [==============================] - 0s 13ms/step >83, 381/693, d1=0.314, d2=0.395 g=4.234 2/2 [==============================] - 0s 11ms/step >83, 382/693, d1=0.553, d2=0.292 g=5.724 2/2 [==============================] - 0s 12ms/step >83, 383/693, d1=0.349, d2=0.269 g=3.568 2/2 [==============================] - 0s 12ms/step >83, 384/693, d1=0.447, d2=0.400 g=3.563 2/2 [==============================] - 0s 12ms/step >83, 385/693, d1=0.384, d2=0.358 g=5.203 2/2 [==============================] - 0s 13ms/step >83, 386/693, d1=0.405, d2=0.427 g=4.642 2/2 [==============================] - 0s 12ms/step >83, 387/693, d1=0.299, d2=0.244 g=3.167 2/2 [==============================] - 0s 12ms/step >83, 388/693, d1=0.491, d2=0.350 g=4.653 2/2 [==============================] - 0s 14ms/step >83, 389/693, d1=0.480, d2=0.328 g=3.897 2/2 [==============================] - 0s 12ms/step >83, 390/693, d1=0.312, d2=0.402 g=5.518 2/2 [==============================] - 0s 13ms/step >83, 391/693, d1=0.329, d2=0.232 g=4.182 2/2 [==============================] - 0s 13ms/step >83, 392/693, d1=0.359, d2=0.228 g=3.089 2/2 [==============================] - 0s 11ms/step >83, 393/693, d1=0.523, d2=0.282 g=5.323 2/2 [==============================] - 0s 11ms/step >83, 394/693, d1=0.270, d2=0.204 g=3.670 2/2 [==============================] - 0s 12ms/step >83, 395/693, d1=0.278, d2=0.297 g=5.537 2/2 [==============================] - 0s 12ms/step >83, 396/693, d1=0.316, d2=0.391 g=5.101 2/2 [==============================] - 0s 12ms/step >83, 397/693, d1=0.438, d2=0.367 g=3.131 2/2 [==============================] - 0s 13ms/step >83, 398/693, d1=0.448, d2=0.373 g=3.806 2/2 [==============================] - 0s 11ms/step >83, 399/693, d1=0.392, d2=0.283 g=3.266 2/2 [==============================] - 0s 12ms/step >83, 400/693, d1=0.297, d2=0.287 g=3.789 2/2 [==============================] - 0s 14ms/step >83, 401/693, d1=0.507, d2=0.331 g=6.976 2/2 [==============================] - 0s 12ms/step >83, 402/693, d1=0.364, d2=0.209 g=4.898 2/2 [==============================] - 0s 12ms/step >83, 403/693, d1=0.407, d2=0.180 g=7.272 2/2 [==============================] - 0s 12ms/step >83, 404/693, d1=0.293, d2=0.193 g=4.445 2/2 [==============================] - 0s 13ms/step >83, 405/693, d1=0.227, d2=0.158 g=6.381 2/2 [==============================] - 0s 13ms/step >83, 406/693, d1=0.233, d2=0.192 g=2.943 2/2 [==============================] - 0s 12ms/step >83, 407/693, d1=0.323, d2=0.289 g=4.118 2/2 [==============================] - 0s 12ms/step >83, 408/693, d1=0.140, d2=0.318 g=5.672 2/2 [==============================] - 0s 13ms/step >83, 409/693, d1=0.166, d2=0.286 g=6.390 2/2 [==============================] - 0s 12ms/step >83, 410/693, d1=0.311, d2=0.226 g=6.407 2/2 [==============================] - 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0s 12ms/step >83, 532/693, d1=0.393, d2=0.496 g=16.900 2/2 [==============================] - 0s 13ms/step >83, 533/693, d1=0.304, d2=0.355 g=7.716 2/2 [==============================] - 0s 12ms/step >83, 534/693, d1=0.514, d2=0.215 g=9.933 2/2 [==============================] - 0s 11ms/step >83, 535/693, d1=0.388, d2=0.366 g=7.604 2/2 [==============================] - 0s 11ms/step >83, 536/693, d1=0.420, d2=0.317 g=11.305 2/2 [==============================] - 0s 13ms/step >83, 537/693, d1=0.379, d2=0.223 g=4.216 2/2 [==============================] - 0s 13ms/step >83, 538/693, d1=0.363, d2=0.386 g=6.804 2/2 [==============================] - 0s 12ms/step >83, 539/693, d1=0.248, d2=0.346 g=8.620 2/2 [==============================] - 0s 11ms/step >83, 540/693, d1=0.308, d2=0.236 g=9.323 2/2 [==============================] - 0s 12ms/step >83, 541/693, d1=0.371, d2=0.262 g=4.891 2/2 [==============================] - 0s 11ms/step >83, 542/693, d1=0.458, d2=0.305 g=8.023 2/2 [==============================] - 0s 12ms/step >83, 543/693, d1=0.291, d2=0.404 g=5.675 2/2 [==============================] - 0s 11ms/step >83, 544/693, d1=0.403, d2=0.236 g=3.441 2/2 [==============================] - 0s 13ms/step >83, 545/693, d1=0.443, d2=0.300 g=10.317 2/2 [==============================] - 0s 13ms/step >83, 546/693, d1=0.579, d2=0.314 g=7.775 2/2 [==============================] - 0s 13ms/step >83, 547/693, d1=0.300, d2=0.290 g=9.561 2/2 [==============================] - 0s 13ms/step >83, 548/693, d1=0.248, d2=0.324 g=8.153 2/2 [==============================] - 0s 12ms/step >83, 549/693, d1=0.319, d2=0.309 g=9.643 2/2 [==============================] - 0s 12ms/step >83, 550/693, d1=0.360, d2=0.251 g=10.345 2/2 [==============================] - 0s 11ms/step >83, 551/693, d1=0.415, d2=0.270 g=7.872 2/2 [==============================] - 0s 12ms/step >83, 552/693, d1=0.380, d2=0.273 g=5.622 2/2 [==============================] - 0s 12ms/step >83, 553/693, d1=0.501, d2=0.320 g=4.225 2/2 [==============================] - 0s 12ms/step >83, 554/693, d1=0.287, d2=0.213 g=7.231 2/2 [==============================] - 0s 12ms/step >83, 555/693, d1=0.370, d2=0.325 g=7.328 2/2 [==============================] - 0s 13ms/step >83, 556/693, d1=0.245, d2=0.429 g=5.058 2/2 [==============================] - 0s 13ms/step >83, 557/693, d1=0.541, d2=0.254 g=5.779 2/2 [==============================] - 0s 11ms/step >83, 558/693, d1=0.404, d2=0.318 g=10.733 2/2 [==============================] - 0s 12ms/step >83, 559/693, d1=0.386, d2=0.313 g=8.727 2/2 [==============================] - 0s 12ms/step >83, 560/693, d1=0.420, d2=0.346 g=5.773 2/2 [==============================] - 0s 12ms/step >83, 561/693, d1=0.380, d2=0.345 g=9.838 2/2 [==============================] - 0s 15ms/step >83, 562/693, d1=0.534, d2=0.313 g=5.097 2/2 [==============================] - 0s 11ms/step >83, 563/693, d1=0.469, d2=0.219 g=4.065 2/2 [==============================] - 0s 11ms/step >83, 564/693, d1=0.511, d2=0.342 g=6.162 2/2 [==============================] - 0s 12ms/step >83, 565/693, d1=0.354, d2=0.315 g=3.779 2/2 [==============================] - 0s 12ms/step >83, 566/693, d1=0.479, d2=0.273 g=9.969 2/2 [==============================] - 0s 12ms/step >83, 567/693, d1=0.243, d2=0.393 g=5.156 2/2 [==============================] - 0s 12ms/step >83, 568/693, d1=0.367, d2=0.263 g=9.207 2/2 [==============================] - 0s 12ms/step >83, 569/693, d1=0.366, d2=0.258 g=9.912 2/2 [==============================] - 0s 13ms/step >83, 570/693, d1=0.352, d2=0.293 g=6.842 2/2 [==============================] - 0s 11ms/step >83, 571/693, d1=0.274, d2=0.453 g=6.050 2/2 [==============================] - 0s 12ms/step >83, 572/693, d1=0.248, d2=0.356 g=9.547 2/2 [==============================] - 0s 12ms/step >83, 573/693, d1=0.431, d2=0.266 g=5.373 2/2 [==============================] - 0s 12ms/step >83, 574/693, d1=0.332, d2=0.271 g=7.010 2/2 [==============================] - 0s 12ms/step >83, 575/693, d1=0.360, d2=0.259 g=10.681 2/2 [==============================] - 0s 11ms/step >83, 576/693, d1=0.395, d2=0.321 g=7.219 2/2 [==============================] - 0s 12ms/step >83, 577/693, d1=0.406, d2=0.292 g=5.410 2/2 [==============================] - 0s 11ms/step >83, 578/693, d1=0.505, d2=0.278 g=3.859 2/2 [==============================] - 0s 12ms/step >83, 579/693, d1=0.461, d2=0.345 g=9.485 2/2 [==============================] - 0s 12ms/step >83, 580/693, d1=0.537, d2=0.418 g=5.935 2/2 [==============================] - 0s 12ms/step >83, 581/693, d1=0.347, d2=0.319 g=8.032 2/2 [==============================] - 0s 12ms/step >83, 582/693, d1=0.475, d2=0.383 g=10.094 2/2 [==============================] - 0s 12ms/step >83, 583/693, d1=0.511, d2=0.292 g=7.709 2/2 [==============================] - 0s 12ms/step >83, 584/693, d1=0.429, d2=0.326 g=3.808 2/2 [==============================] - 0s 12ms/step >83, 585/693, d1=0.310, d2=0.489 g=8.705 2/2 [==============================] - 0s 11ms/step >83, 586/693, d1=0.457, d2=0.268 g=11.136 2/2 [==============================] - 0s 12ms/step >83, 587/693, d1=0.599, d2=0.418 g=5.983 2/2 [==============================] - 0s 12ms/step >83, 588/693, d1=0.215, d2=0.294 g=7.063 2/2 [==============================] - 0s 12ms/step >83, 589/693, d1=0.362, d2=0.295 g=10.569 2/2 [==============================] - 0s 11ms/step >83, 590/693, d1=0.484, d2=0.442 g=7.957 2/2 [==============================] - 0s 13ms/step >83, 591/693, d1=0.446, d2=0.338 g=8.248 2/2 [==============================] - 0s 11ms/step >83, 592/693, d1=0.440, d2=0.317 g=6.886 2/2 [==============================] - 0s 12ms/step >83, 593/693, d1=0.359, d2=0.394 g=6.470 2/2 [==============================] - 0s 12ms/step >83, 594/693, d1=0.455, d2=0.303 g=7.856 2/2 [==============================] - 0s 12ms/step >83, 595/693, d1=0.354, d2=0.276 g=5.934 2/2 [==============================] - 0s 11ms/step >83, 596/693, d1=0.372, d2=0.364 g=5.651 2/2 [==============================] - 0s 12ms/step >83, 597/693, d1=0.375, d2=0.312 g=9.805 2/2 [==============================] - 0s 11ms/step >83, 598/693, d1=0.501, d2=0.283 g=3.671 2/2 [==============================] - 0s 14ms/step >83, 599/693, d1=0.408, d2=0.370 g=4.771 2/2 [==============================] - 0s 12ms/step >83, 600/693, d1=0.373, d2=0.572 g=8.253 2/2 [==============================] - 0s 12ms/step >83, 601/693, d1=0.475, d2=0.225 g=11.639 2/2 [==============================] - 0s 14ms/step >83, 602/693, d1=0.299, d2=0.247 g=8.204 2/2 [==============================] - 0s 12ms/step >83, 603/693, d1=0.237, d2=0.346 g=5.854 2/2 [==============================] - 0s 12ms/step >83, 604/693, d1=0.496, d2=0.327 g=9.005 2/2 [==============================] - 0s 11ms/step >83, 605/693, d1=0.546, d2=0.280 g=6.928 2/2 [==============================] - 0s 12ms/step >83, 606/693, d1=0.348, d2=0.272 g=9.954 2/2 [==============================] - 0s 11ms/step >83, 607/693, d1=0.455, d2=0.324 g=5.381 2/2 [==============================] - 0s 12ms/step >83, 608/693, d1=0.331, d2=0.403 g=6.654 2/2 [==============================] - 0s 13ms/step >83, 609/693, d1=0.324, d2=0.391 g=7.780 2/2 [==============================] - 0s 12ms/step >83, 610/693, d1=0.536, d2=0.267 g=6.284 2/2 [==============================] - 0s 12ms/step >83, 611/693, d1=0.437, d2=0.281 g=10.464 2/2 [==============================] - 0s 12ms/step >83, 612/693, d1=0.579, d2=0.363 g=8.866 2/2 [==============================] - 0s 11ms/step >83, 613/693, d1=0.383, d2=0.324 g=3.892 2/2 [==============================] - 0s 12ms/step >83, 614/693, d1=0.351, d2=0.283 g=3.007 2/2 [==============================] - 0s 12ms/step >83, 615/693, d1=0.381, d2=0.332 g=3.800 2/2 [==============================] - 0s 13ms/step >83, 616/693, d1=0.523, d2=0.316 g=7.776 2/2 [==============================] - 0s 12ms/step >83, 617/693, d1=0.179, d2=0.369 g=8.367 2/2 [==============================] - 0s 12ms/step >83, 618/693, d1=0.298, d2=0.254 g=6.751 2/2 [==============================] - 0s 12ms/step >83, 619/693, d1=0.493, d2=0.454 g=5.047 2/2 [==============================] - 0s 12ms/step >83, 620/693, d1=0.474, d2=0.240 g=4.982 2/2 [==============================] - 0s 12ms/step >83, 621/693, d1=0.508, d2=0.290 g=5.893 2/2 [==============================] - 0s 11ms/step >83, 622/693, d1=0.364, d2=0.404 g=7.001 2/2 [==============================] - 0s 11ms/step >83, 623/693, d1=0.449, d2=0.307 g=4.859 2/2 [==============================] - 0s 12ms/step >83, 624/693, d1=0.412, d2=0.272 g=4.714 2/2 [==============================] - 0s 11ms/step >83, 625/693, d1=0.463, d2=0.306 g=2.906 2/2 [==============================] - 0s 11ms/step >83, 626/693, d1=0.384, d2=0.263 g=9.867 2/2 [==============================] - 0s 11ms/step >83, 627/693, d1=0.280, d2=0.373 g=7.650 2/2 [==============================] - 0s 12ms/step >83, 628/693, d1=0.519, d2=0.357 g=5.004 2/2 [==============================] - 0s 11ms/step >83, 629/693, d1=0.586, d2=0.255 g=5.294 2/2 [==============================] - 0s 12ms/step >83, 630/693, d1=0.374, d2=0.444 g=7.827 2/2 [==============================] - 0s 12ms/step >83, 631/693, d1=0.421, d2=0.400 g=5.430 2/2 [==============================] - 0s 13ms/step >83, 632/693, d1=0.487, d2=0.439 g=7.859 2/2 [==============================] - 0s 13ms/step >83, 633/693, d1=0.353, d2=0.358 g=5.890 2/2 [==============================] - 0s 12ms/step >83, 634/693, d1=0.521, d2=0.301 g=6.078 2/2 [==============================] - 0s 12ms/step >83, 635/693, d1=0.559, d2=0.275 g=3.581 2/2 [==============================] - 0s 12ms/step >83, 636/693, d1=0.262, d2=0.438 g=10.871 2/2 [==============================] - 0s 13ms/step >83, 637/693, d1=0.374, d2=0.374 g=4.688 2/2 [==============================] - 0s 13ms/step >83, 638/693, d1=0.519, d2=0.321 g=5.728 2/2 [==============================] - 0s 12ms/step >83, 639/693, d1=0.340, d2=0.320 g=5.953 2/2 [==============================] - 0s 12ms/step >83, 640/693, d1=0.536, d2=0.404 g=10.484 2/2 [==============================] - 0s 13ms/step >83, 641/693, d1=0.333, d2=0.354 g=9.522 2/2 [==============================] - 0s 13ms/step >83, 642/693, d1=0.300, d2=0.370 g=9.145 2/2 [==============================] - 0s 12ms/step >83, 643/693, d1=0.302, d2=0.355 g=8.094 2/2 [==============================] - 0s 12ms/step >83, 644/693, d1=0.421, d2=0.369 g=7.863 2/2 [==============================] - 0s 12ms/step >83, 645/693, d1=0.492, d2=0.303 g=5.255 2/2 [==============================] - 0s 13ms/step >83, 646/693, d1=0.353, d2=0.445 g=6.260 2/2 [==============================] - 0s 10ms/step >83, 647/693, d1=0.506, d2=0.262 g=10.392 2/2 [==============================] - 0s 13ms/step >83, 648/693, d1=0.412, d2=0.310 g=6.734 2/2 [==============================] - 0s 11ms/step >83, 649/693, d1=0.359, d2=0.366 g=9.776 2/2 [==============================] - 0s 11ms/step >83, 650/693, d1=0.368, d2=0.410 g=5.702 2/2 [==============================] - 0s 12ms/step >83, 651/693, d1=0.499, d2=0.258 g=4.829 2/2 [==============================] - 0s 12ms/step >83, 652/693, d1=0.362, d2=0.428 g=10.569 2/2 [==============================] - 0s 12ms/step >83, 653/693, d1=0.490, d2=0.350 g=6.402 2/2 [==============================] - 0s 12ms/step >83, 654/693, d1=0.386, d2=0.308 g=7.616 2/2 [==============================] - 0s 12ms/step >83, 655/693, d1=0.264, d2=0.264 g=6.883 2/2 [==============================] - 0s 13ms/step >83, 656/693, d1=0.465, d2=0.375 g=4.758 2/2 [==============================] - 0s 12ms/step >83, 657/693, d1=0.365, d2=0.460 g=11.561 2/2 [==============================] - 0s 12ms/step >83, 658/693, d1=0.461, d2=0.274 g=5.431 2/2 [==============================] - 0s 12ms/step >83, 659/693, d1=0.415, d2=0.259 g=8.426 2/2 [==============================] - 0s 13ms/step >83, 660/693, d1=0.380, d2=0.258 g=7.892 2/2 [==============================] - 0s 12ms/step >83, 661/693, d1=0.427, d2=0.438 g=6.251 2/2 [==============================] - 0s 12ms/step >83, 662/693, d1=0.285, d2=0.355 g=10.215 2/2 [==============================] - 0s 12ms/step >83, 663/693, d1=0.497, d2=0.396 g=8.760 2/2 [==============================] - 0s 12ms/step >83, 664/693, d1=0.382, d2=0.409 g=5.594 2/2 [==============================] - 0s 12ms/step >83, 665/693, d1=0.741, d2=0.336 g=4.074 2/2 [==============================] - 0s 12ms/step >83, 666/693, d1=0.469, d2=0.359 g=5.720 2/2 [==============================] - 0s 12ms/step >83, 667/693, d1=0.510, d2=0.475 g=6.048 2/2 [==============================] - 0s 12ms/step >83, 668/693, d1=0.310, d2=0.257 g=5.916 2/2 [==============================] - 0s 14ms/step >83, 669/693, d1=0.444, d2=0.334 g=5.353 2/2 [==============================] - 0s 12ms/step >83, 670/693, d1=0.316, d2=0.450 g=9.600 2/2 [==============================] - 0s 13ms/step >83, 671/693, d1=0.338, d2=0.314 g=7.173 2/2 [==============================] - 0s 12ms/step >83, 672/693, d1=0.477, d2=0.317 g=4.437 2/2 [==============================] - 0s 12ms/step >83, 673/693, d1=0.403, d2=0.259 g=3.617 2/2 [==============================] - 0s 15ms/step >83, 674/693, d1=0.519, d2=0.356 g=7.023 2/2 [==============================] - 0s 12ms/step >83, 675/693, d1=0.460, d2=0.466 g=5.294 2/2 [==============================] - 0s 11ms/step >83, 676/693, d1=0.274, d2=0.374 g=8.658 2/2 [==============================] - 0s 14ms/step >83, 677/693, d1=0.524, d2=0.342 g=4.603 2/2 [==============================] - 0s 15ms/step >83, 678/693, d1=0.368, d2=0.241 g=3.049 2/2 [==============================] - 0s 12ms/step >83, 679/693, d1=0.300, d2=0.250 g=2.818 2/2 [==============================] - 0s 12ms/step >83, 680/693, d1=0.399, d2=0.403 g=8.379 2/2 [==============================] - 0s 13ms/step >83, 681/693, d1=0.338, d2=0.267 g=7.628 2/2 [==============================] - 0s 14ms/step >83, 682/693, d1=0.410, d2=0.382 g=3.505 2/2 [==============================] - 0s 11ms/step >83, 683/693, d1=0.434, d2=0.451 g=5.674 2/2 [==============================] - 0s 12ms/step >83, 684/693, d1=0.289, d2=0.379 g=6.477 2/2 [==============================] - 0s 12ms/step >83, 685/693, d1=0.315, d2=0.221 g=4.768 2/2 [==============================] - 0s 12ms/step >83, 686/693, d1=0.561, d2=0.336 g=4.608 2/2 [==============================] - 0s 12ms/step >83, 687/693, d1=0.397, d2=0.293 g=5.604 2/2 [==============================] - 0s 12ms/step >83, 688/693, d1=0.476, d2=0.409 g=5.323 2/2 [==============================] - 0s 12ms/step >83, 689/693, d1=0.409, d2=0.345 g=5.217 2/2 [==============================] - 0s 12ms/step >83, 690/693, d1=0.472, d2=0.439 g=5.320 2/2 [==============================] - 0s 12ms/step >83, 691/693, d1=0.417, d2=0.338 g=4.703 2/2 [==============================] - 0s 12ms/step >83, 692/693, d1=0.351, d2=0.349 g=9.107 2/2 [==============================] - 0s 13ms/step >83, 693/693, d1=0.481, d2=0.379 g=7.348 2/2 [==============================] - 0s 16ms/step >84, 1/693, d1=0.389, d2=0.272 g=5.283 2/2 [==============================] - 0s 12ms/step >84, 2/693, d1=0.537, d2=0.404 g=9.113 2/2 [==============================] - 0s 12ms/step >84, 3/693, d1=0.423, d2=0.320 g=5.749 2/2 [==============================] - 0s 13ms/step >84, 4/693, d1=0.451, d2=0.343 g=3.818 2/2 [==============================] - 0s 12ms/step >84, 5/693, d1=0.225, d2=0.318 g=6.484 2/2 [==============================] - 0s 14ms/step >84, 6/693, d1=0.471, d2=0.304 g=2.978 2/2 [==============================] - 0s 12ms/step >84, 7/693, d1=0.293, d2=0.280 g=6.586 2/2 [==============================] - 0s 12ms/step >84, 8/693, d1=0.378, d2=0.354 g=8.052 2/2 [==============================] - 0s 13ms/step >84, 9/693, d1=0.423, d2=0.307 g=5.332 2/2 [==============================] - 0s 12ms/step >84, 10/693, d1=0.442, d2=0.322 g=5.615 2/2 [==============================] - 0s 13ms/step >84, 11/693, d1=0.517, d2=0.395 g=8.291 2/2 [==============================] - 0s 12ms/step >84, 12/693, d1=0.346, d2=0.261 g=7.336 2/2 [==============================] - 0s 12ms/step >84, 13/693, d1=0.365, d2=0.345 g=11.048 2/2 [==============================] - 0s 11ms/step >84, 14/693, d1=0.281, d2=0.337 g=6.338 2/2 [==============================] - 0s 11ms/step >84, 15/693, d1=0.327, d2=0.264 g=7.276 2/2 [==============================] - 0s 12ms/step >84, 16/693, d1=0.468, d2=0.239 g=7.519 2/2 [==============================] - 0s 11ms/step >84, 17/693, d1=0.392, d2=0.302 g=9.144 2/2 [==============================] - 0s 14ms/step >84, 18/693, d1=0.416, d2=0.325 g=5.302 2/2 [==============================] - 0s 12ms/step >84, 19/693, d1=0.472, d2=0.407 g=5.033 2/2 [==============================] - 0s 13ms/step >84, 20/693, d1=0.346, d2=0.373 g=5.941 2/2 [==============================] - 0s 12ms/step >84, 21/693, d1=0.298, d2=0.411 g=4.800 2/2 [==============================] - 0s 12ms/step >84, 22/693, d1=0.241, d2=0.326 g=5.672 2/2 [==============================] - 0s 12ms/step >84, 23/693, d1=0.509, d2=0.236 g=8.451 2/2 [==============================] - 0s 12ms/step >84, 24/693, d1=0.387, d2=0.272 g=9.015 2/2 [==============================] - 0s 12ms/step >84, 25/693, d1=0.334, d2=0.263 g=7.027 2/2 [==============================] - 0s 11ms/step >84, 26/693, d1=0.404, d2=0.302 g=6.706 2/2 [==============================] - 0s 15ms/step >84, 27/693, d1=0.494, d2=0.462 g=5.599 2/2 [==============================] - 0s 12ms/step >84, 28/693, d1=0.418, d2=0.250 g=5.744 2/2 [==============================] - 0s 15ms/step >84, 29/693, d1=0.379, d2=0.196 g=8.206 2/2 [==============================] - 0s 12ms/step >84, 30/693, d1=0.496, d2=0.307 g=9.272 2/2 [==============================] - 0s 11ms/step >84, 31/693, d1=0.389, d2=0.199 g=5.560 2/2 [==============================] - 0s 12ms/step >84, 32/693, d1=0.491, d2=0.360 g=5.526 2/2 [==============================] - 0s 11ms/step >84, 33/693, d1=0.320, d2=0.337 g=5.330 2/2 [==============================] - 0s 12ms/step >84, 34/693, d1=0.325, d2=0.306 g=6.126 2/2 [==============================] - 0s 12ms/step >84, 35/693, d1=0.409, d2=0.327 g=5.245 2/2 [==============================] - 0s 12ms/step >84, 36/693, d1=0.355, d2=0.195 g=4.581 2/2 [==============================] - 0s 12ms/step >84, 37/693, d1=0.424, d2=0.246 g=8.589 2/2 [==============================] - 0s 15ms/step >84, 38/693, d1=0.369, d2=0.439 g=3.235 2/2 [==============================] - 0s 12ms/step >84, 39/693, d1=0.410, d2=0.385 g=6.290 2/2 [==============================] - 0s 12ms/step >84, 40/693, d1=0.398, d2=0.277 g=4.621 2/2 [==============================] - 0s 12ms/step >84, 41/693, d1=0.375, d2=0.286 g=5.298 2/2 [==============================] - 0s 12ms/step >84, 42/693, d1=0.354, d2=0.361 g=5.084 2/2 [==============================] - 0s 12ms/step >84, 43/693, d1=0.378, d2=0.398 g=5.283 2/2 [==============================] - 0s 12ms/step >84, 44/693, d1=0.334, d2=0.352 g=5.387 2/2 [==============================] - 0s 11ms/step >84, 45/693, d1=0.484, d2=0.215 g=6.798 2/2 [==============================] - 0s 11ms/step >84, 46/693, d1=0.529, d2=0.381 g=8.325 2/2 [==============================] - 0s 12ms/step >84, 47/693, d1=0.368, d2=0.323 g=3.712 2/2 [==============================] - 0s 12ms/step >84, 48/693, d1=0.574, d2=0.303 g=10.322 2/2 [==============================] - 0s 12ms/step >84, 49/693, d1=0.451, d2=0.384 g=2.660 2/2 [==============================] - 0s 12ms/step >84, 50/693, d1=0.283, d2=0.406 g=3.772 2/2 [==============================] - 0s 12ms/step >84, 51/693, d1=0.371, d2=0.270 g=4.683 2/2 [==============================] - 0s 14ms/step >84, 52/693, d1=0.495, d2=0.297 g=6.913 2/2 [==============================] - 0s 11ms/step >84, 53/693, d1=0.481, d2=0.446 g=7.161 2/2 [==============================] - 0s 12ms/step >84, 54/693, d1=0.405, d2=0.262 g=7.739 2/2 [==============================] - 0s 11ms/step >84, 55/693, d1=0.400, d2=0.326 g=5.660 2/2 [==============================] - 0s 11ms/step >84, 56/693, d1=0.476, d2=0.343 g=4.792 2/2 [==============================] - 0s 12ms/step >84, 57/693, d1=0.247, d2=0.368 g=4.387 2/2 [==============================] - 0s 12ms/step >84, 58/693, d1=0.395, d2=0.348 g=7.962 2/2 [==============================] - 0s 12ms/step >84, 59/693, d1=0.373, d2=0.310 g=6.216 2/2 [==============================] - 0s 13ms/step >84, 60/693, d1=0.444, d2=0.267 g=6.623 2/2 [==============================] - 0s 11ms/step >84, 61/693, d1=0.432, d2=0.498 g=3.926 2/2 [==============================] - 0s 12ms/step >84, 62/693, d1=0.343, d2=0.324 g=4.401 2/2 [==============================] - 0s 12ms/step >84, 63/693, d1=0.446, d2=0.260 g=4.290 2/2 [==============================] - 0s 12ms/step >84, 64/693, d1=0.438, d2=0.463 g=7.503 2/2 [==============================] - 0s 12ms/step >84, 65/693, d1=0.547, d2=0.298 g=4.472 2/2 [==============================] - 0s 11ms/step >84, 66/693, d1=0.280, d2=0.399 g=7.218 2/2 [==============================] - 0s 13ms/step >84, 67/693, d1=0.566, d2=0.308 g=9.633 2/2 [==============================] - 0s 12ms/step >84, 68/693, d1=0.248, d2=0.352 g=7.929 2/2 [==============================] - 0s 12ms/step >84, 69/693, d1=0.361, d2=0.260 g=8.495 2/2 [==============================] - 0s 12ms/step >84, 70/693, d1=0.384, d2=0.305 g=2.840 2/2 [==============================] - 0s 12ms/step >84, 71/693, d1=0.489, d2=0.383 g=6.461 2/2 [==============================] - 0s 11ms/step >84, 72/693, d1=0.505, d2=0.291 g=7.015 2/2 [==============================] - 0s 12ms/step >84, 73/693, d1=0.335, d2=0.331 g=6.019 2/2 [==============================] - 0s 11ms/step >84, 74/693, d1=0.437, d2=0.373 g=6.422 2/2 [==============================] - 0s 11ms/step >84, 75/693, d1=0.364, d2=0.331 g=8.409 2/2 [==============================] - 0s 13ms/step >84, 76/693, d1=0.379, d2=0.281 g=4.572 2/2 [==============================] - 0s 12ms/step >84, 77/693, d1=0.336, d2=0.344 g=6.301 2/2 [==============================] - 0s 13ms/step >84, 78/693, d1=0.457, d2=0.289 g=8.132 2/2 [==============================] - 0s 13ms/step >84, 79/693, d1=0.348, d2=0.202 g=5.785 2/2 [==============================] - 0s 11ms/step >84, 80/693, d1=0.266, d2=0.327 g=2.896 2/2 [==============================] - 0s 12ms/step >84, 81/693, d1=0.585, d2=0.297 g=6.192 2/2 [==============================] - 0s 12ms/step >84, 82/693, d1=0.405, d2=0.526 g=7.172 2/2 [==============================] - 0s 11ms/step >84, 83/693, d1=0.404, d2=0.420 g=6.203 2/2 [==============================] - 0s 12ms/step >84, 84/693, d1=0.402, d2=0.301 g=5.605 2/2 [==============================] - 0s 11ms/step >84, 85/693, d1=0.399, d2=0.319 g=7.044 2/2 [==============================] - 0s 11ms/step >84, 86/693, d1=0.556, d2=0.392 g=8.913 2/2 [==============================] - 0s 14ms/step >84, 87/693, d1=0.487, d2=0.394 g=3.368 2/2 [==============================] - 0s 12ms/step >84, 88/693, d1=0.297, d2=0.245 g=6.292 2/2 [==============================] - 0s 13ms/step >84, 89/693, d1=0.404, d2=0.428 g=7.977 2/2 [==============================] - 0s 11ms/step >84, 90/693, d1=0.304, d2=0.323 g=7.116 2/2 [==============================] - 0s 12ms/step >84, 91/693, d1=0.382, d2=0.279 g=8.056 2/2 [==============================] - 0s 11ms/step >84, 92/693, d1=0.335, d2=0.213 g=8.969 2/2 [==============================] - 0s 11ms/step >84, 93/693, d1=0.384, d2=0.264 g=8.972 2/2 [==============================] - 0s 13ms/step >84, 94/693, d1=0.446, d2=0.319 g=8.268 2/2 [==============================] - 0s 12ms/step >84, 95/693, d1=0.480, d2=0.248 g=6.183 2/2 [==============================] - 0s 13ms/step >84, 96/693, d1=0.407, d2=0.304 g=6.295 2/2 [==============================] - 0s 11ms/step >84, 97/693, d1=0.277, d2=0.401 g=9.609 2/2 [==============================] - 0s 11ms/step >84, 98/693, d1=0.414, d2=0.307 g=4.951 2/2 [==============================] - 0s 11ms/step >84, 99/693, d1=0.540, d2=0.343 g=4.713 2/2 [==============================] - 0s 12ms/step >84, 100/693, d1=0.289, d2=0.292 g=4.368 2/2 [==============================] - 0s 13ms/step >84, 101/693, d1=0.443, d2=0.327 g=4.824 2/2 [==============================] - 0s 13ms/step >84, 102/693, d1=0.410, d2=0.348 g=8.891 2/2 [==============================] - 0s 11ms/step >84, 103/693, d1=0.486, d2=0.335 g=5.563 2/2 [==============================] - 0s 12ms/step >84, 104/693, d1=0.343, d2=0.252 g=2.947 2/2 [==============================] - 0s 13ms/step >84, 105/693, d1=0.424, d2=0.255 g=5.796 2/2 [==============================] - 0s 13ms/step >84, 106/693, d1=0.535, d2=0.363 g=7.189 2/2 [==============================] - 0s 14ms/step >84, 107/693, d1=0.475, d2=0.379 g=5.041 2/2 [==============================] - 0s 12ms/step >84, 108/693, d1=0.383, d2=0.377 g=5.854 2/2 [==============================] - 0s 12ms/step >84, 109/693, d1=0.357, d2=0.370 g=3.947 2/2 [==============================] - 0s 11ms/step >84, 110/693, d1=0.528, d2=0.312 g=6.010 2/2 [==============================] - 0s 12ms/step >84, 111/693, d1=0.531, d2=0.278 g=3.618 2/2 [==============================] - 0s 12ms/step >84, 112/693, d1=0.354, d2=0.296 g=4.346 2/2 [==============================] - 0s 12ms/step >84, 113/693, d1=0.339, d2=0.350 g=5.824 2/2 [==============================] - 0s 12ms/step >84, 114/693, d1=0.339, d2=0.285 g=7.072 2/2 [==============================] - 0s 12ms/step >84, 115/693, d1=0.427, d2=0.259 g=5.399 2/2 [==============================] - 0s 12ms/step >84, 116/693, d1=0.391, d2=0.354 g=7.237 2/2 [==============================] - 0s 11ms/step >84, 117/693, d1=0.438, d2=0.351 g=4.273 2/2 [==============================] - 0s 13ms/step >84, 118/693, d1=0.383, d2=0.522 g=4.551 2/2 [==============================] - 0s 11ms/step >84, 119/693, d1=0.710, d2=0.324 g=3.315 2/2 [==============================] - 0s 12ms/step >84, 120/693, d1=0.773, d2=0.494 g=6.294 2/2 [==============================] - 0s 12ms/step >84, 121/693, d1=0.454, d2=0.366 g=6.653 2/2 [==============================] - 0s 12ms/step >84, 122/693, d1=0.312, d2=0.376 g=4.658 2/2 [==============================] - 0s 13ms/step >84, 123/693, d1=0.289, d2=0.328 g=3.586 2/2 [==============================] - 0s 12ms/step >84, 124/693, d1=0.630, d2=0.433 g=5.680 2/2 [==============================] - 0s 15ms/step >84, 125/693, d1=0.402, d2=0.253 g=6.663 2/2 [==============================] - 0s 12ms/step >84, 126/693, d1=0.448, d2=0.252 g=4.452 2/2 [==============================] - 0s 13ms/step >84, 127/693, d1=0.534, d2=0.236 g=6.791 2/2 [==============================] - 0s 11ms/step >84, 128/693, d1=0.347, d2=0.389 g=8.629 2/2 [==============================] - 0s 13ms/step >84, 129/693, d1=0.285, d2=0.386 g=4.028 2/2 [==============================] - 0s 12ms/step >84, 130/693, d1=0.293, d2=0.304 g=6.352 2/2 [==============================] - 0s 14ms/step >84, 131/693, d1=0.424, d2=0.301 g=7.046 2/2 [==============================] - 0s 13ms/step >84, 132/693, d1=0.429, d2=0.292 g=6.266 2/2 [==============================] - 0s 13ms/step >84, 133/693, d1=0.333, d2=0.368 g=10.532 2/2 [==============================] - 0s 12ms/step >84, 134/693, d1=0.512, d2=0.383 g=4.354 2/2 [==============================] - 0s 11ms/step >84, 135/693, d1=0.322, d2=0.250 g=9.010 2/2 [==============================] - 0s 12ms/step >84, 136/693, d1=0.399, d2=0.342 g=8.551 2/2 [==============================] - 0s 11ms/step >84, 137/693, d1=0.384, d2=0.334 g=8.711 2/2 [==============================] - 0s 11ms/step >84, 138/693, d1=0.255, d2=0.448 g=6.904 2/2 [==============================] - 0s 11ms/step >84, 139/693, d1=0.433, d2=0.269 g=4.776 2/2 [==============================] - 0s 12ms/step >84, 140/693, d1=0.341, d2=0.288 g=5.584 2/2 [==============================] - 0s 12ms/step >84, 141/693, d1=0.437, d2=0.301 g=6.874 2/2 [==============================] - 0s 12ms/step >84, 142/693, d1=0.366, d2=0.324 g=2.717 2/2 [==============================] - 0s 13ms/step >84, 143/693, d1=0.434, d2=0.298 g=6.182 2/2 [==============================] - 0s 12ms/step >84, 144/693, d1=0.531, d2=0.375 g=6.342 2/2 [==============================] - 0s 12ms/step >84, 145/693, d1=0.421, d2=0.447 g=4.451 2/2 [==============================] - 0s 11ms/step >84, 146/693, d1=0.383, d2=0.323 g=9.387 2/2 [==============================] - 0s 12ms/step >84, 147/693, d1=0.440, d2=0.293 g=3.833 2/2 [==============================] - 0s 11ms/step >84, 148/693, d1=0.431, d2=0.387 g=6.887 2/2 [==============================] - 0s 12ms/step >84, 149/693, d1=0.349, d2=0.383 g=6.675 2/2 [==============================] - 0s 14ms/step >84, 150/693, d1=0.362, d2=0.264 g=6.367 2/2 [==============================] - 0s 12ms/step >84, 151/693, d1=0.479, d2=0.294 g=6.204 2/2 [==============================] - 0s 11ms/step >84, 152/693, d1=0.434, d2=0.313 g=4.350 2/2 [==============================] - 0s 12ms/step >84, 153/693, d1=0.283, d2=0.415 g=8.222 2/2 [==============================] - 0s 13ms/step >84, 154/693, d1=0.321, d2=0.301 g=8.567 2/2 [==============================] - 0s 13ms/step >84, 155/693, d1=0.541, d2=0.330 g=6.688 2/2 [==============================] - 0s 12ms/step >84, 156/693, d1=0.546, d2=0.257 g=4.020 2/2 [==============================] - 0s 12ms/step >84, 157/693, d1=0.313, d2=0.308 g=5.760 2/2 [==============================] - 0s 13ms/step >84, 158/693, d1=0.338, d2=0.449 g=4.446 2/2 [==============================] - 0s 11ms/step >84, 159/693, d1=0.423, d2=0.366 g=8.617 2/2 [==============================] - 0s 11ms/step >84, 160/693, d1=0.294, d2=0.287 g=7.700 2/2 [==============================] - 0s 12ms/step >84, 161/693, d1=0.430, d2=0.354 g=4.372 2/2 [==============================] - 0s 11ms/step >84, 162/693, d1=0.458, d2=0.298 g=6.380 2/2 [==============================] - 0s 12ms/step >84, 163/693, d1=0.484, d2=0.256 g=6.307 2/2 [==============================] - 0s 11ms/step >84, 164/693, d1=0.407, d2=0.407 g=5.196 2/2 [==============================] - 0s 12ms/step >84, 165/693, d1=0.330, d2=0.405 g=4.161 2/2 [==============================] - 0s 12ms/step >84, 166/693, d1=0.505, d2=0.317 g=4.502 2/2 [==============================] - 0s 12ms/step >84, 167/693, d1=0.282, d2=0.352 g=4.558 2/2 [==============================] - 0s 13ms/step >84, 168/693, d1=0.423, d2=0.253 g=6.354 2/2 [==============================] - 0s 11ms/step >84, 169/693, d1=0.298, d2=0.223 g=6.042 2/2 [==============================] - 0s 12ms/step >84, 170/693, d1=0.413, d2=0.380 g=8.134 2/2 [==============================] - 0s 13ms/step >84, 171/693, d1=0.298, d2=0.279 g=5.194 2/2 [==============================] - 0s 12ms/step >84, 172/693, d1=0.484, d2=0.315 g=5.349 2/2 [==============================] - 0s 12ms/step >84, 173/693, d1=0.538, d2=0.291 g=6.012 2/2 [==============================] - 0s 11ms/step >84, 174/693, d1=0.446, d2=0.357 g=5.331 2/2 [==============================] - 0s 13ms/step >84, 175/693, d1=0.365, d2=0.542 g=3.454 2/2 [==============================] - 0s 12ms/step >84, 176/693, d1=0.231, d2=0.310 g=6.976 2/2 [==============================] - 0s 12ms/step >84, 177/693, d1=0.415, d2=0.245 g=6.738 2/2 [==============================] - 0s 12ms/step >84, 178/693, d1=0.479, d2=0.264 g=5.113 2/2 [==============================] - 0s 11ms/step >84, 179/693, d1=0.407, d2=0.247 g=4.401 2/2 [==============================] - 0s 12ms/step >84, 180/693, d1=0.501, d2=0.442 g=6.139 2/2 [==============================] - 0s 12ms/step >84, 181/693, d1=0.314, d2=0.282 g=4.389 2/2 [==============================] - 0s 12ms/step >84, 182/693, d1=0.437, d2=0.431 g=6.173 2/2 [==============================] - 0s 12ms/step >84, 183/693, d1=0.378, d2=0.310 g=5.602 2/2 [==============================] - 0s 10ms/step >84, 184/693, d1=0.510, d2=0.304 g=2.600 2/2 [==============================] - 0s 12ms/step >84, 185/693, d1=0.378, d2=0.311 g=5.376 2/2 [==============================] - 0s 12ms/step >84, 186/693, d1=0.580, d2=0.317 g=7.011 2/2 [==============================] - 0s 11ms/step >84, 187/693, d1=0.475, d2=0.345 g=8.598 2/2 [==============================] - 0s 11ms/step >84, 188/693, d1=0.431, d2=0.364 g=4.661 2/2 [==============================] - 0s 11ms/step >84, 189/693, d1=0.335, d2=0.409 g=6.083 2/2 [==============================] - 0s 12ms/step >84, 190/693, d1=0.287, d2=0.338 g=4.460 2/2 [==============================] - 0s 12ms/step >84, 191/693, d1=0.333, d2=0.233 g=3.569 2/2 [==============================] - 0s 12ms/step >84, 192/693, d1=0.426, d2=0.328 g=4.934 2/2 [==============================] - 0s 11ms/step >84, 193/693, d1=0.380, d2=0.354 g=7.115 2/2 [==============================] - 0s 12ms/step >84, 194/693, d1=0.516, d2=0.301 g=10.435 2/2 [==============================] - 0s 12ms/step >84, 195/693, d1=0.472, d2=0.380 g=3.350 2/2 [==============================] - 0s 11ms/step >84, 196/693, d1=0.352, d2=0.381 g=6.873 2/2 [==============================] - 0s 11ms/step >84, 197/693, d1=0.390, d2=0.301 g=6.992 2/2 [==============================] - 0s 12ms/step >84, 198/693, d1=0.543, d2=0.466 g=9.602 2/2 [==============================] - 0s 12ms/step >84, 199/693, d1=0.668, d2=0.306 g=4.051 2/2 [==============================] - 0s 12ms/step >84, 200/693, d1=0.527, d2=0.329 g=6.618 2/2 [==============================] - 0s 13ms/step >84, 201/693, d1=0.263, d2=0.371 g=11.235 2/2 [==============================] - 0s 12ms/step >84, 202/693, d1=0.229, d2=0.309 g=3.437 2/2 [==============================] - 0s 11ms/step >84, 203/693, d1=0.495, d2=0.246 g=4.238 2/2 [==============================] - 0s 12ms/step >84, 204/693, d1=0.481, d2=0.376 g=4.063 2/2 [==============================] - 0s 11ms/step >84, 205/693, d1=0.222, d2=0.282 g=8.458 2/2 [==============================] - 0s 12ms/step >84, 206/693, d1=0.427, d2=0.282 g=3.694 2/2 [==============================] - 0s 11ms/step >84, 207/693, d1=0.310, d2=0.364 g=6.201 2/2 [==============================] - 0s 13ms/step >84, 208/693, d1=0.466, d2=0.304 g=6.872 2/2 [==============================] - 0s 12ms/step >84, 209/693, d1=0.279, d2=0.256 g=4.477 2/2 [==============================] - 0s 11ms/step >84, 210/693, d1=0.608, d2=0.305 g=4.518 2/2 [==============================] - 0s 12ms/step >84, 211/693, d1=0.349, d2=0.397 g=8.455 2/2 [==============================] - 0s 12ms/step >84, 212/693, d1=0.304, d2=0.238 g=3.686 2/2 [==============================] - 0s 12ms/step >84, 213/693, d1=0.403, d2=0.342 g=6.444 2/2 [==============================] - 0s 11ms/step >84, 214/693, d1=0.337, d2=0.251 g=7.603 2/2 [==============================] - 0s 12ms/step >84, 215/693, d1=0.372, d2=0.297 g=5.961 2/2 [==============================] - 0s 12ms/step >84, 216/693, d1=0.498, d2=0.387 g=6.596 2/2 [==============================] - 0s 11ms/step >84, 217/693, d1=0.392, d2=0.338 g=7.192 2/2 [==============================] - 0s 12ms/step >84, 218/693, d1=0.408, d2=0.253 g=7.512 2/2 [==============================] - 0s 12ms/step >84, 219/693, d1=0.581, d2=0.310 g=3.540 2/2 [==============================] - 0s 11ms/step >84, 220/693, d1=0.302, d2=0.430 g=4.138 2/2 [==============================] - 0s 12ms/step >84, 221/693, d1=0.438, d2=0.395 g=9.400 2/2 [==============================] - 0s 11ms/step >84, 222/693, d1=0.418, d2=0.270 g=5.255 2/2 [==============================] - 0s 13ms/step >84, 223/693, d1=0.339, d2=0.323 g=5.036 2/2 [==============================] - 0s 13ms/step >84, 224/693, d1=0.379, d2=0.213 g=8.361 2/2 [==============================] - 0s 11ms/step >84, 225/693, d1=0.482, d2=0.349 g=5.790 2/2 [==============================] - 0s 12ms/step >84, 226/693, d1=0.447, d2=0.325 g=3.892 2/2 [==============================] - 0s 11ms/step >84, 227/693, d1=0.292, d2=0.370 g=7.946 2/2 [==============================] - 0s 11ms/step >84, 228/693, d1=0.365, d2=0.275 g=4.308 2/2 [==============================] - 0s 12ms/step >84, 229/693, d1=0.376, d2=0.263 g=8.756 2/2 [==============================] - 0s 13ms/step >84, 230/693, d1=0.338, d2=0.232 g=5.678 2/2 [==============================] - 0s 11ms/step >84, 231/693, d1=0.430, d2=0.384 g=5.382 2/2 [==============================] - 0s 11ms/step >84, 232/693, d1=0.337, d2=0.243 g=4.799 2/2 [==============================] - 0s 12ms/step >84, 233/693, d1=0.430, d2=0.299 g=5.053 2/2 [==============================] - 0s 12ms/step >84, 234/693, d1=0.439, d2=0.307 g=9.125 2/2 [==============================] - 0s 12ms/step >84, 235/693, d1=0.344, d2=0.370 g=10.166 2/2 [==============================] - 0s 12ms/step >84, 236/693, d1=0.315, d2=0.284 g=2.556 2/2 [==============================] - 0s 12ms/step >84, 237/693, d1=0.300, d2=0.296 g=7.388 2/2 [==============================] - 0s 12ms/step >84, 238/693, d1=0.467, d2=0.394 g=8.724 2/2 [==============================] - 0s 12ms/step >84, 239/693, d1=0.288, d2=0.376 g=4.319 2/2 [==============================] - 0s 13ms/step >84, 240/693, d1=0.424, d2=0.199 g=1.969 2/2 [==============================] - 0s 11ms/step >84, 241/693, d1=0.368, d2=0.324 g=2.816 2/2 [==============================] - 0s 13ms/step >84, 242/693, d1=0.377, d2=0.275 g=5.660 2/2 [==============================] - 0s 11ms/step >84, 243/693, d1=0.546, d2=0.277 g=7.009 2/2 [==============================] - 0s 11ms/step >84, 244/693, d1=0.345, d2=0.383 g=4.049 2/2 [==============================] - 0s 12ms/step >84, 245/693, d1=0.494, d2=0.384 g=4.692 2/2 [==============================] - 0s 12ms/step >84, 246/693, d1=0.446, d2=0.265 g=5.604 2/2 [==============================] - 0s 12ms/step >84, 247/693, d1=0.430, d2=0.331 g=6.783 2/2 [==============================] - 0s 13ms/step >84, 248/693, d1=0.463, d2=0.369 g=6.543 2/2 [==============================] - 0s 11ms/step >84, 249/693, d1=0.453, d2=0.361 g=4.481 2/2 [==============================] - 0s 12ms/step >84, 250/693, d1=0.352, d2=0.282 g=5.678 2/2 [==============================] - 0s 12ms/step >84, 251/693, d1=0.543, d2=0.310 g=3.240 2/2 [==============================] - 0s 11ms/step >84, 252/693, d1=0.320, d2=0.347 g=6.704 2/2 [==============================] - 0s 11ms/step >84, 253/693, d1=0.404, d2=0.492 g=1.968 2/2 [==============================] - 0s 12ms/step >84, 254/693, d1=0.446, d2=0.263 g=4.901 2/2 [==============================] - 0s 12ms/step >84, 255/693, d1=0.399, d2=0.331 g=5.846 2/2 [==============================] - 0s 12ms/step >84, 256/693, d1=0.357, d2=0.257 g=2.576 2/2 [==============================] - 0s 12ms/step >84, 257/693, d1=0.335, d2=0.334 g=5.654 2/2 [==============================] - 0s 12ms/step >84, 258/693, d1=0.478, d2=0.311 g=8.902 2/2 [==============================] - 0s 12ms/step >84, 259/693, d1=0.343, d2=0.258 g=3.492 2/2 [==============================] - 0s 11ms/step >84, 260/693, d1=0.349, d2=0.380 g=9.815 2/2 [==============================] - 0s 12ms/step >84, 261/693, d1=0.382, d2=0.420 g=7.284 2/2 [==============================] - 0s 12ms/step >84, 262/693, d1=0.446, d2=0.243 g=7.531 2/2 [==============================] - 0s 11ms/step >84, 263/693, d1=0.481, d2=0.333 g=4.198 2/2 [==============================] - 0s 11ms/step >84, 264/693, d1=0.234, d2=0.327 g=7.333 2/2 [==============================] - 0s 11ms/step >84, 265/693, d1=0.326, d2=0.313 g=6.742 2/2 [==============================] - 0s 12ms/step >84, 266/693, d1=0.450, d2=0.301 g=5.269 2/2 [==============================] - 0s 13ms/step >84, 267/693, d1=0.365, d2=0.375 g=6.273 2/2 [==============================] - 0s 12ms/step >84, 268/693, d1=0.329, d2=0.410 g=5.820 2/2 [==============================] - 0s 12ms/step >84, 269/693, d1=0.640, d2=0.361 g=5.410 2/2 [==============================] - 0s 12ms/step >84, 270/693, d1=0.468, d2=0.253 g=7.142 2/2 [==============================] - 0s 12ms/step >84, 271/693, d1=0.383, d2=0.362 g=8.750 2/2 [==============================] - 0s 13ms/step >84, 272/693, d1=0.425, d2=0.305 g=6.847 2/2 [==============================] - 0s 11ms/step >84, 273/693, d1=0.552, d2=0.345 g=4.389 2/2 [==============================] - 0s 11ms/step >84, 274/693, d1=0.432, d2=0.358 g=3.649 2/2 [==============================] - 0s 11ms/step >84, 275/693, d1=0.414, d2=0.309 g=6.594 2/2 [==============================] - 0s 12ms/step >84, 276/693, d1=0.463, d2=0.328 g=8.193 2/2 [==============================] - 0s 12ms/step >84, 277/693, d1=0.267, d2=0.424 g=5.132 2/2 [==============================] - 0s 11ms/step >84, 278/693, d1=0.190, d2=0.228 g=2.118 2/2 [==============================] - 0s 12ms/step >84, 279/693, d1=0.519, d2=0.320 g=6.716 2/2 [==============================] - 0s 12ms/step >84, 280/693, d1=0.442, d2=0.335 g=7.962 2/2 [==============================] - 0s 11ms/step >84, 281/693, d1=0.311, d2=0.352 g=5.898 2/2 [==============================] - 0s 12ms/step >84, 282/693, d1=0.401, d2=0.285 g=6.803 2/2 [==============================] - 0s 13ms/step >84, 283/693, d1=0.504, d2=0.336 g=6.002 2/2 [==============================] - 0s 14ms/step >84, 284/693, d1=0.407, d2=0.349 g=4.264 2/2 [==============================] - 0s 12ms/step >84, 285/693, d1=0.387, d2=0.282 g=7.982 2/2 [==============================] - 0s 12ms/step >84, 286/693, d1=0.370, d2=0.274 g=5.470 2/2 [==============================] - 0s 11ms/step >84, 287/693, d1=0.362, d2=0.329 g=5.366 2/2 [==============================] - 0s 12ms/step >84, 288/693, d1=0.423, d2=0.252 g=4.391 2/2 [==============================] - 0s 11ms/step >84, 289/693, d1=0.346, d2=0.397 g=4.455 2/2 [==============================] - 0s 12ms/step >84, 290/693, d1=0.409, d2=0.324 g=7.224 2/2 [==============================] - 0s 11ms/step >84, 291/693, d1=0.381, d2=0.360 g=3.495 2/2 [==============================] - 0s 12ms/step >84, 292/693, d1=0.274, d2=0.268 g=3.791 2/2 [==============================] - 0s 12ms/step >84, 293/693, d1=0.475, d2=0.417 g=5.306 2/2 [==============================] - 0s 12ms/step >84, 294/693, d1=0.529, d2=0.360 g=6.700 2/2 [==============================] - 0s 12ms/step >84, 295/693, d1=0.406, d2=0.425 g=3.648 2/2 [==============================] - 0s 12ms/step >84, 296/693, d1=0.324, d2=0.250 g=9.226 2/2 [==============================] - 0s 14ms/step >84, 297/693, d1=0.454, d2=0.239 g=8.661 2/2 [==============================] - 0s 13ms/step >84, 298/693, d1=0.503, d2=0.452 g=4.977 2/2 [==============================] - 0s 12ms/step >84, 299/693, d1=0.360, d2=0.311 g=8.296 2/2 [==============================] - 0s 12ms/step >84, 300/693, d1=0.449, d2=0.264 g=5.392 2/2 [==============================] - 0s 12ms/step >84, 301/693, d1=0.397, d2=0.312 g=5.097 2/2 [==============================] - 0s 12ms/step >84, 302/693, d1=0.265, d2=0.352 g=3.761 2/2 [==============================] - 0s 14ms/step >84, 303/693, d1=0.454, d2=0.361 g=5.897 2/2 [==============================] - 0s 12ms/step >84, 304/693, d1=0.527, d2=0.306 g=6.316 2/2 [==============================] - 0s 12ms/step >84, 305/693, d1=0.344, d2=0.388 g=6.094 2/2 [==============================] - 0s 12ms/step >84, 306/693, d1=0.352, d2=0.305 g=4.425 2/2 [==============================] - 0s 12ms/step >84, 307/693, d1=0.471, d2=0.305 g=6.712 2/2 [==============================] - 0s 11ms/step >84, 308/693, d1=0.373, d2=0.319 g=7.873 2/2 [==============================] - 0s 12ms/step >84, 309/693, d1=0.380, d2=0.329 g=7.645 2/2 [==============================] - 0s 12ms/step >84, 310/693, d1=0.467, d2=0.360 g=4.211 2/2 [==============================] - 0s 11ms/step >84, 311/693, d1=0.442, d2=0.296 g=6.306 2/2 [==============================] - 0s 15ms/step >84, 312/693, d1=0.392, d2=0.310 g=6.335 2/2 [==============================] - 0s 12ms/step >84, 313/693, d1=0.356, d2=0.450 g=5.089 2/2 [==============================] - 0s 14ms/step >84, 314/693, d1=0.585, d2=0.266 g=4.310 2/2 [==============================] - 0s 12ms/step >84, 315/693, d1=0.496, d2=0.378 g=4.964 2/2 [==============================] - 0s 15ms/step >84, 316/693, d1=0.493, d2=0.258 g=6.994 2/2 [==============================] - 0s 11ms/step >84, 317/693, d1=0.313, d2=0.367 g=5.123 2/2 [==============================] - 0s 11ms/step >84, 318/693, d1=0.423, d2=0.306 g=8.108 2/2 [==============================] - 0s 15ms/step >84, 319/693, d1=0.437, d2=0.345 g=5.088 2/2 [==============================] - 0s 12ms/step >84, 320/693, d1=0.387, d2=0.472 g=3.628 2/2 [==============================] - 0s 12ms/step >84, 321/693, d1=0.483, d2=0.325 g=6.247 2/2 [==============================] - 0s 11ms/step >84, 322/693, d1=0.362, d2=0.313 g=4.967 2/2 [==============================] - 0s 11ms/step >84, 323/693, d1=0.404, d2=0.362 g=5.807 2/2 [==============================] - 0s 12ms/step >84, 324/693, d1=0.352, d2=0.350 g=5.123 2/2 [==============================] - 0s 12ms/step >84, 325/693, d1=0.419, d2=0.289 g=4.171 2/2 [==============================] - 0s 12ms/step >84, 326/693, d1=0.350, d2=0.343 g=5.073 2/2 [==============================] - 0s 13ms/step >84, 327/693, d1=0.253, d2=0.354 g=6.097 2/2 [==============================] - 0s 11ms/step >84, 328/693, d1=0.462, d2=0.276 g=4.620 2/2 [==============================] - 0s 11ms/step >84, 329/693, d1=0.501, d2=0.312 g=8.930 2/2 [==============================] - 0s 11ms/step >84, 330/693, d1=0.345, d2=0.292 g=3.621 2/2 [==============================] - 0s 12ms/step >84, 331/693, d1=0.383, d2=0.406 g=4.167 2/2 [==============================] - 0s 12ms/step >84, 332/693, d1=0.376, d2=0.393 g=5.108 2/2 [==============================] - 0s 13ms/step >84, 333/693, d1=0.520, d2=0.319 g=4.073 2/2 [==============================] - 0s 13ms/step >84, 334/693, d1=0.555, d2=0.377 g=4.772 2/2 [==============================] - 0s 12ms/step >84, 335/693, d1=0.414, d2=0.324 g=4.318 2/2 [==============================] - 0s 12ms/step >84, 336/693, d1=0.381, d2=0.267 g=5.520 2/2 [==============================] - 0s 13ms/step >84, 337/693, d1=0.295, d2=0.254 g=4.745 2/2 [==============================] - 0s 12ms/step >84, 338/693, d1=0.411, d2=0.347 g=3.280 2/2 [==============================] - 0s 13ms/step >84, 339/693, d1=0.340, d2=0.371 g=4.689 2/2 [==============================] - 0s 11ms/step >84, 340/693, d1=0.345, d2=0.393 g=5.834 2/2 [==============================] - 0s 11ms/step >84, 341/693, d1=0.494, d2=0.212 g=5.294 2/2 [==============================] - 0s 12ms/step >84, 342/693, d1=0.410, d2=0.376 g=4.175 2/2 [==============================] - 0s 12ms/step >84, 343/693, d1=0.437, d2=0.333 g=4.535 2/2 [==============================] - 0s 11ms/step >84, 344/693, d1=0.389, d2=0.371 g=8.480 2/2 [==============================] - 0s 12ms/step >84, 345/693, d1=0.534, d2=0.384 g=5.069 2/2 [==============================] - 0s 13ms/step >84, 346/693, d1=0.650, d2=0.411 g=5.293 2/2 [==============================] - 0s 12ms/step >84, 347/693, d1=0.495, d2=0.502 g=4.791 2/2 [==============================] - 0s 11ms/step >84, 348/693, d1=0.405, d2=0.309 g=9.307 2/2 [==============================] - 0s 11ms/step >84, 349/693, d1=0.470, d2=0.439 g=4.836 2/2 [==============================] - 0s 12ms/step >84, 350/693, d1=0.299, d2=0.383 g=5.732 2/2 [==============================] - 0s 13ms/step >84, 351/693, d1=0.402, d2=0.272 g=7.272 2/2 [==============================] - 0s 12ms/step >84, 352/693, d1=0.446, d2=0.335 g=7.254 2/2 [==============================] - 0s 11ms/step >84, 353/693, d1=0.388, d2=0.322 g=3.257 2/2 [==============================] - 0s 13ms/step >84, 354/693, d1=0.276, d2=0.292 g=6.354 2/2 [==============================] - 0s 11ms/step >84, 355/693, d1=0.370, d2=0.354 g=5.923 2/2 [==============================] - 0s 12ms/step >84, 356/693, d1=0.387, d2=0.334 g=5.748 2/2 [==============================] - 0s 12ms/step >84, 357/693, d1=0.467, d2=0.231 g=4.784 2/2 [==============================] - 0s 12ms/step >84, 358/693, d1=0.321, d2=0.445 g=3.548 2/2 [==============================] - 0s 12ms/step >84, 359/693, d1=0.496, d2=0.400 g=6.849 2/2 [==============================] - 0s 12ms/step >84, 360/693, d1=0.471, d2=0.231 g=5.623 2/2 [==============================] - 0s 12ms/step >84, 361/693, d1=0.290, d2=0.363 g=4.996 2/2 [==============================] - 0s 12ms/step >84, 362/693, d1=0.475, d2=0.303 g=5.479 2/2 [==============================] - 0s 12ms/step >84, 363/693, d1=0.344, d2=0.348 g=3.409 2/2 [==============================] - 0s 11ms/step >84, 364/693, d1=0.392, d2=0.246 g=4.006 2/2 [==============================] - 0s 11ms/step >84, 365/693, d1=0.481, d2=0.344 g=5.402 2/2 [==============================] - 0s 11ms/step >84, 366/693, d1=0.278, d2=0.510 g=9.194 2/2 [==============================] - 0s 13ms/step >84, 367/693, d1=0.428, d2=0.350 g=5.638 2/2 [==============================] - 0s 12ms/step >84, 368/693, d1=0.606, d2=0.297 g=3.103 2/2 [==============================] - 0s 12ms/step >84, 369/693, d1=0.411, d2=0.350 g=6.128 2/2 [==============================] - 0s 12ms/step >84, 370/693, d1=0.379, d2=0.352 g=6.023 2/2 [==============================] - 0s 13ms/step >84, 371/693, d1=0.327, d2=0.357 g=7.014 2/2 [==============================] - 0s 12ms/step >84, 372/693, d1=0.458, d2=0.192 g=6.012 2/2 [==============================] - 0s 12ms/step >84, 373/693, d1=0.432, d2=0.529 g=5.883 2/2 [==============================] - 0s 14ms/step >84, 374/693, d1=0.445, d2=0.420 g=2.961 2/2 [==============================] - 0s 14ms/step >84, 375/693, d1=0.288, d2=0.309 g=5.817 2/2 [==============================] - 0s 12ms/step >84, 376/693, d1=0.420, d2=0.294 g=3.212 2/2 [==============================] - 0s 12ms/step >84, 377/693, d1=0.347, d2=0.427 g=6.556 2/2 [==============================] - 0s 12ms/step >84, 378/693, d1=0.457, d2=0.370 g=4.813 2/2 [==============================] - 0s 12ms/step >84, 379/693, d1=0.352, d2=0.266 g=4.988 2/2 [==============================] - 0s 11ms/step >84, 380/693, d1=0.406, d2=0.298 g=5.540 2/2 [==============================] - 0s 12ms/step >84, 381/693, d1=0.347, d2=0.367 g=6.305 2/2 [==============================] - 0s 11ms/step >84, 382/693, d1=0.400, d2=0.305 g=4.986 2/2 [==============================] - 0s 11ms/step >84, 383/693, d1=0.497, d2=0.292 g=7.095 2/2 [==============================] - 0s 11ms/step >84, 384/693, d1=0.544, d2=0.349 g=3.565 2/2 [==============================] - 0s 11ms/step >84, 385/693, d1=0.388, d2=0.407 g=5.486 2/2 [==============================] - 0s 13ms/step >84, 386/693, d1=0.326, d2=0.323 g=6.554 2/2 [==============================] - 0s 13ms/step >84, 387/693, d1=0.381, d2=0.458 g=5.201 2/2 [==============================] - 0s 11ms/step >84, 388/693, d1=0.274, d2=0.269 g=3.675 2/2 [==============================] - 0s 13ms/step >84, 389/693, d1=0.466, d2=0.222 g=4.137 2/2 [==============================] - 0s 13ms/step >84, 390/693, d1=0.441, d2=0.332 g=10.589 2/2 [==============================] - 0s 11ms/step >84, 391/693, d1=0.365, d2=0.464 g=5.823 2/2 [==============================] - 0s 12ms/step >84, 392/693, d1=0.367, d2=0.257 g=5.931 2/2 [==============================] - 0s 13ms/step >84, 393/693, d1=0.299, d2=0.249 g=6.216 2/2 [==============================] - 0s 11ms/step >84, 394/693, d1=0.533, d2=0.351 g=4.797 2/2 [==============================] - 0s 12ms/step >84, 395/693, d1=0.456, d2=0.513 g=5.714 2/2 [==============================] - 0s 12ms/step >84, 396/693, d1=0.314, d2=0.333 g=6.506 2/2 [==============================] - 0s 12ms/step >84, 397/693, d1=0.397, d2=0.253 g=4.735 2/2 [==============================] - 0s 12ms/step >84, 398/693, d1=0.440, d2=0.354 g=4.960 2/2 [==============================] - 0s 12ms/step >84, 399/693, d1=0.443, d2=0.354 g=6.508 2/2 [==============================] - 0s 12ms/step >84, 400/693, d1=0.390, d2=0.320 g=5.177 2/2 [==============================] - 0s 11ms/step >84, 401/693, d1=0.473, d2=0.346 g=8.655 2/2 [==============================] - 0s 12ms/step >84, 402/693, d1=0.432, d2=0.270 g=6.587 2/2 [==============================] - 0s 12ms/step >84, 403/693, d1=0.424, d2=0.362 g=4.073 2/2 [==============================] - 0s 11ms/step >84, 404/693, d1=0.316, d2=0.542 g=4.924 2/2 [==============================] - 0s 12ms/step >84, 405/693, d1=0.472, d2=0.269 g=6.318 2/2 [==============================] - 0s 12ms/step >84, 406/693, d1=0.469, d2=0.347 g=5.422 2/2 [==============================] - 0s 12ms/step >84, 407/693, d1=0.433, d2=0.350 g=5.063 2/2 [==============================] - 0s 14ms/step >84, 408/693, d1=0.452, d2=0.475 g=4.849 2/2 [==============================] - 0s 12ms/step >84, 409/693, d1=0.456, d2=0.261 g=6.486 2/2 [==============================] - 0s 15ms/step >84, 410/693, d1=0.455, d2=0.347 g=3.980 2/2 [==============================] - 0s 13ms/step >84, 411/693, d1=0.512, d2=0.468 g=5.679 2/2 [==============================] - 0s 14ms/step >84, 412/693, d1=0.394, d2=0.305 g=5.791 2/2 [==============================] - 0s 12ms/step >84, 413/693, d1=0.404, d2=0.331 g=5.184 2/2 [==============================] - 0s 12ms/step >84, 414/693, d1=0.451, d2=0.351 g=4.842 2/2 [==============================] - 0s 11ms/step >84, 415/693, d1=0.291, d2=0.291 g=4.323 2/2 [==============================] - 0s 14ms/step >84, 416/693, d1=0.452, d2=0.396 g=3.879 2/2 [==============================] - 0s 14ms/step >84, 417/693, d1=0.484, d2=0.277 g=5.574 2/2 [==============================] - 0s 14ms/step >84, 418/693, d1=0.467, d2=0.354 g=4.227 2/2 [==============================] - 0s 12ms/step >84, 419/693, d1=0.329, d2=0.284 g=3.913 2/2 [==============================] - 0s 13ms/step >84, 420/693, d1=0.356, d2=0.351 g=5.519 2/2 [==============================] - 0s 12ms/step >84, 421/693, d1=0.428, d2=0.309 g=5.649 2/2 [==============================] - 0s 13ms/step >84, 422/693, d1=0.529, d2=0.522 g=3.263 2/2 [==============================] - 0s 12ms/step >84, 423/693, d1=0.522, d2=0.430 g=2.661 2/2 [==============================] - 0s 11ms/step >84, 424/693, d1=0.566, d2=0.315 g=5.206 2/2 [==============================] - 0s 12ms/step >84, 425/693, d1=0.344, d2=0.496 g=6.385 2/2 [==============================] - 0s 12ms/step >84, 426/693, d1=0.299, d2=0.231 g=4.770 2/2 [==============================] - 0s 11ms/step >84, 427/693, d1=0.424, d2=0.330 g=6.083 2/2 [==============================] - 0s 11ms/step >84, 428/693, d1=0.472, d2=0.446 g=6.581 2/2 [==============================] - 0s 12ms/step >84, 429/693, d1=0.544, d2=0.255 g=3.552 2/2 [==============================] - 0s 12ms/step >84, 430/693, d1=0.403, d2=0.364 g=7.015 2/2 [==============================] - 0s 13ms/step >84, 431/693, d1=0.509, d2=0.364 g=5.596 2/2 [==============================] - 0s 11ms/step >84, 432/693, d1=0.504, d2=0.362 g=4.268 2/2 [==============================] - 0s 11ms/step >84, 433/693, d1=0.188, d2=0.356 g=4.017 2/2 [==============================] - 0s 12ms/step >84, 434/693, d1=0.501, d2=0.289 g=5.849 2/2 [==============================] - 0s 11ms/step >84, 435/693, d1=0.453, d2=0.304 g=3.319 2/2 [==============================] - 0s 11ms/step >84, 436/693, d1=0.325, d2=0.361 g=5.172 2/2 [==============================] - 0s 11ms/step >84, 437/693, d1=0.283, d2=0.240 g=4.183 2/2 [==============================] - 0s 12ms/step >84, 438/693, d1=0.411, d2=0.300 g=7.124 2/2 [==============================] - 0s 11ms/step >84, 439/693, d1=0.377, d2=0.285 g=2.724 2/2 [==============================] - 0s 14ms/step >84, 440/693, d1=0.465, d2=0.362 g=3.957 2/2 [==============================] - 0s 12ms/step >84, 441/693, d1=0.292, d2=0.336 g=6.477 2/2 [==============================] - 0s 11ms/step >84, 442/693, d1=0.508, d2=0.233 g=4.193 2/2 [==============================] - 0s 12ms/step >84, 443/693, d1=0.508, d2=0.380 g=4.665 2/2 [==============================] - 0s 12ms/step >84, 444/693, d1=0.485, d2=0.451 g=6.668 2/2 [==============================] - 0s 11ms/step >84, 445/693, d1=0.343, d2=0.361 g=3.924 2/2 [==============================] - 0s 11ms/step >84, 446/693, d1=0.592, d2=0.274 g=3.904 2/2 [==============================] - 0s 12ms/step >84, 447/693, d1=0.353, d2=0.438 g=4.616 2/2 [==============================] - 0s 11ms/step >84, 448/693, d1=0.435, d2=0.317 g=1.966 2/2 [==============================] - 0s 12ms/step >84, 449/693, d1=0.504, d2=0.343 g=4.870 2/2 [==============================] - 0s 12ms/step >84, 450/693, d1=0.405, d2=0.378 g=5.682 2/2 [==============================] - 0s 12ms/step >84, 451/693, d1=0.419, d2=0.344 g=4.514 2/2 [==============================] - 0s 12ms/step >84, 452/693, d1=0.408, d2=0.362 g=6.294 2/2 [==============================] - 0s 12ms/step >84, 453/693, d1=0.475, d2=0.371 g=4.145 2/2 [==============================] - 0s 13ms/step >84, 454/693, d1=0.431, d2=0.261 g=4.292 2/2 [==============================] - 0s 12ms/step >84, 455/693, d1=0.435, d2=0.470 g=6.326 2/2 [==============================] - 0s 12ms/step >84, 456/693, d1=0.396, d2=0.289 g=4.654 2/2 [==============================] - 0s 12ms/step >84, 457/693, d1=0.501, d2=0.350 g=7.544 2/2 [==============================] - 0s 12ms/step >84, 458/693, d1=0.459, d2=0.412 g=4.785 2/2 [==============================] - 0s 12ms/step >84, 459/693, d1=0.506, d2=0.356 g=7.582 2/2 [==============================] - 0s 12ms/step >84, 460/693, d1=0.372, d2=0.449 g=2.945 2/2 [==============================] - 0s 12ms/step >84, 461/693, d1=0.375, d2=0.296 g=2.241 2/2 [==============================] - 0s 12ms/step >84, 462/693, d1=0.517, d2=0.335 g=6.848 2/2 [==============================] - 0s 12ms/step >84, 463/693, d1=0.409, d2=0.359 g=3.845 2/2 [==============================] - 0s 12ms/step >84, 464/693, d1=0.317, d2=0.347 g=3.840 2/2 [==============================] - 0s 11ms/step >84, 465/693, d1=0.441, d2=0.516 g=5.892 2/2 [==============================] - 0s 11ms/step >84, 466/693, d1=0.475, d2=0.294 g=6.039 2/2 [==============================] - 0s 12ms/step >84, 467/693, d1=0.316, d2=0.225 g=3.489 2/2 [==============================] - 0s 12ms/step >84, 468/693, d1=0.417, d2=0.289 g=7.304 2/2 [==============================] - 0s 12ms/step >84, 469/693, d1=0.489, d2=0.274 g=5.387 2/2 [==============================] - 0s 12ms/step >84, 470/693, d1=0.460, d2=0.356 g=5.261 2/2 [==============================] - 0s 12ms/step >84, 471/693, d1=0.410, d2=0.364 g=4.203 2/2 [==============================] - 0s 12ms/step >84, 472/693, d1=0.245, d2=0.322 g=6.220 2/2 [==============================] - 0s 12ms/step >84, 473/693, d1=0.391, d2=0.322 g=7.215 2/2 [==============================] - 0s 12ms/step >84, 474/693, d1=0.480, d2=0.295 g=3.802 2/2 [==============================] - 0s 12ms/step >84, 475/693, d1=0.412, d2=0.379 g=4.933 2/2 [==============================] - 0s 11ms/step >84, 476/693, d1=0.364, d2=0.239 g=2.811 2/2 [==============================] - 0s 12ms/step >84, 477/693, d1=0.277, d2=0.310 g=4.273 2/2 [==============================] - 0s 12ms/step >84, 478/693, d1=0.433, d2=0.368 g=3.348 2/2 [==============================] - 0s 13ms/step >84, 479/693, d1=0.389, d2=0.328 g=8.144 2/2 [==============================] - 0s 12ms/step >84, 480/693, d1=0.387, d2=0.254 g=7.775 2/2 [==============================] - 0s 12ms/step >84, 481/693, d1=0.561, d2=0.310 g=5.118 2/2 [==============================] - 0s 12ms/step >84, 482/693, d1=0.434, d2=0.418 g=2.791 2/2 [==============================] - 0s 13ms/step >84, 483/693, d1=0.355, d2=0.370 g=4.610 2/2 [==============================] - 0s 12ms/step >84, 484/693, d1=0.397, d2=0.375 g=8.001 2/2 [==============================] - 0s 12ms/step >84, 485/693, d1=0.511, d2=0.309 g=4.656 2/2 [==============================] - 0s 12ms/step >84, 486/693, d1=0.478, d2=0.315 g=2.806 2/2 [==============================] - 0s 12ms/step >84, 487/693, d1=0.389, d2=0.433 g=5.317 2/2 [==============================] - 0s 13ms/step >84, 488/693, d1=0.401, d2=0.441 g=6.606 2/2 [==============================] - 0s 12ms/step >84, 489/693, d1=0.347, d2=0.300 g=3.830 2/2 [==============================] - 0s 12ms/step >84, 490/693, d1=0.460, d2=0.390 g=6.134 2/2 [==============================] - 0s 12ms/step >84, 491/693, d1=0.305, d2=0.346 g=6.504 2/2 [==============================] - 0s 10ms/step >84, 492/693, d1=0.344, d2=0.429 g=5.719 2/2 [==============================] - 0s 12ms/step >84, 493/693, d1=0.481, d2=0.355 g=2.719 2/2 [==============================] - 0s 13ms/step >84, 494/693, d1=0.558, d2=0.282 g=6.453 2/2 [==============================] - 0s 12ms/step >84, 495/693, d1=0.314, d2=0.355 g=2.789 2/2 [==============================] - 0s 12ms/step >84, 496/693, d1=0.477, d2=0.353 g=4.018 2/2 [==============================] - 0s 12ms/step >84, 497/693, d1=0.309, d2=0.389 g=4.680 2/2 [==============================] - 0s 12ms/step >84, 498/693, d1=0.475, d2=0.345 g=7.093 2/2 [==============================] - 0s 11ms/step >84, 499/693, d1=0.494, d2=0.304 g=5.723 2/2 [==============================] - 0s 12ms/step >84, 500/693, d1=0.479, d2=0.350 g=5.314 2/2 [==============================] - 0s 12ms/step >84, 501/693, d1=0.402, d2=0.336 g=3.551 2/2 [==============================] - 0s 12ms/step >84, 502/693, d1=0.575, d2=0.407 g=8.419 2/2 [==============================] - 0s 12ms/step >84, 503/693, d1=0.271, d2=0.312 g=4.021 2/2 [==============================] - 0s 12ms/step >84, 504/693, d1=0.502, d2=0.251 g=6.818 2/2 [==============================] - 0s 12ms/step >84, 505/693, d1=0.249, d2=0.322 g=4.947 2/2 [==============================] - 0s 12ms/step >84, 506/693, d1=0.273, d2=0.231 g=5.614 2/2 [==============================] - 0s 13ms/step >84, 507/693, d1=0.420, d2=0.322 g=4.662 2/2 [==============================] - 0s 12ms/step >84, 508/693, d1=0.490, d2=0.304 g=5.395 2/2 [==============================] - 0s 11ms/step >84, 509/693, d1=0.442, d2=0.428 g=5.603 2/2 [==============================] - 0s 11ms/step >84, 510/693, d1=0.213, d2=0.341 g=6.510 2/2 [==============================] - 0s 11ms/step >84, 511/693, d1=0.419, d2=0.266 g=8.738 2/2 [==============================] - 0s 12ms/step >84, 512/693, d1=0.485, d2=0.348 g=6.202 2/2 [==============================] - 0s 12ms/step >84, 513/693, d1=0.432, d2=0.385 g=3.085 2/2 [==============================] - 0s 12ms/step >84, 514/693, d1=0.358, d2=0.407 g=5.837 2/2 [==============================] - 0s 11ms/step >84, 515/693, d1=0.457, d2=0.241 g=4.155 2/2 [==============================] - 0s 12ms/step >84, 516/693, d1=0.380, d2=0.491 g=4.091 2/2 [==============================] - 0s 12ms/step >84, 517/693, d1=0.362, d2=0.266 g=6.392 2/2 [==============================] - 0s 12ms/step >84, 518/693, d1=0.408, d2=0.350 g=4.690 2/2 [==============================] - 0s 11ms/step >84, 519/693, d1=0.368, d2=0.242 g=3.347 2/2 [==============================] - 0s 14ms/step >84, 520/693, d1=0.261, d2=0.318 g=9.042 2/2 [==============================] - 0s 11ms/step >84, 521/693, d1=0.419, d2=0.374 g=4.907 2/2 [==============================] - 0s 13ms/step >84, 522/693, d1=0.430, d2=0.346 g=5.267 2/2 [==============================] - 0s 12ms/step >84, 523/693, d1=0.537, d2=0.415 g=1.785 2/2 [==============================] - 0s 12ms/step >84, 524/693, d1=0.388, d2=0.313 g=5.200 2/2 [==============================] - 0s 14ms/step >84, 525/693, d1=0.366, d2=0.441 g=5.151 2/2 [==============================] - 0s 10ms/step >84, 526/693, d1=0.474, d2=0.270 g=3.372 2/2 [==============================] - 0s 12ms/step >84, 527/693, d1=0.333, d2=0.283 g=7.503 2/2 [==============================] - 0s 11ms/step >84, 528/693, d1=0.325, d2=0.430 g=5.700 2/2 [==============================] - 0s 12ms/step >84, 529/693, d1=0.401, d2=0.291 g=4.378 2/2 [==============================] - 0s 13ms/step >84, 530/693, d1=0.524, d2=0.245 g=5.195 2/2 [==============================] - 0s 12ms/step >84, 531/693, d1=0.440, d2=0.430 g=5.895 2/2 [==============================] - 0s 12ms/step >84, 532/693, d1=0.419, d2=0.353 g=3.370 2/2 [==============================] - 0s 12ms/step >84, 533/693, d1=0.348, d2=0.250 g=2.671 2/2 [==============================] - 0s 11ms/step >84, 534/693, d1=0.478, d2=0.335 g=5.739 2/2 [==============================] - 0s 12ms/step >84, 535/693, d1=0.353, d2=0.292 g=4.492 2/2 [==============================] - 0s 11ms/step >84, 536/693, d1=0.296, d2=0.391 g=3.552 2/2 [==============================] - 0s 13ms/step >84, 537/693, d1=0.516, d2=0.375 g=4.036 2/2 [==============================] - 0s 12ms/step >84, 538/693, d1=0.419, d2=0.345 g=4.971 2/2 [==============================] - 0s 10ms/step >84, 539/693, d1=0.330, d2=0.373 g=4.161 2/2 [==============================] - 0s 12ms/step >84, 540/693, d1=0.315, d2=0.296 g=9.616 2/2 [==============================] - 0s 11ms/step >84, 541/693, d1=0.498, d2=0.235 g=7.232 2/2 [==============================] - 0s 12ms/step >84, 542/693, d1=0.388, d2=0.299 g=5.982 2/2 [==============================] - 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0s 11ms/step >84, 554/693, d1=0.284, d2=0.455 g=4.849 2/2 [==============================] - 0s 13ms/step >84, 555/693, d1=0.437, d2=0.251 g=6.556 2/2 [==============================] - 0s 12ms/step >84, 556/693, d1=0.452, d2=0.304 g=6.335 2/2 [==============================] - 0s 12ms/step >84, 557/693, d1=0.436, d2=0.315 g=4.120 2/2 [==============================] - 0s 13ms/step >84, 558/693, d1=0.356, d2=0.405 g=4.973 2/2 [==============================] - 0s 11ms/step >84, 559/693, d1=0.464, d2=0.357 g=5.038 2/2 [==============================] - 0s 12ms/step >84, 560/693, d1=0.408, d2=0.362 g=4.845 2/2 [==============================] - 0s 12ms/step >84, 561/693, d1=0.342, d2=0.294 g=4.898 2/2 [==============================] - 0s 12ms/step >84, 562/693, d1=0.421, d2=0.314 g=4.769 2/2 [==============================] - 0s 12ms/step >84, 563/693, d1=0.362, d2=0.294 g=3.448 2/2 [==============================] - 0s 12ms/step >84, 564/693, d1=0.415, d2=0.408 g=5.716 2/2 [==============================] - 0s 12ms/step >84, 565/693, d1=0.259, d2=0.260 g=7.392 2/2 [==============================] - 0s 13ms/step >84, 566/693, d1=0.390, d2=0.257 g=5.148 2/2 [==============================] - 0s 12ms/step >84, 567/693, d1=0.428, d2=0.319 g=6.313 2/2 [==============================] - 0s 11ms/step >84, 568/693, d1=0.582, d2=0.376 g=6.493 2/2 [==============================] - 0s 12ms/step >84, 569/693, d1=0.426, d2=0.455 g=3.140 2/2 [==============================] - 0s 11ms/step >84, 570/693, d1=0.510, d2=0.277 g=7.697 2/2 [==============================] - 0s 11ms/step >84, 571/693, d1=0.448, d2=0.406 g=6.134 2/2 [==============================] - 0s 13ms/step >84, 572/693, d1=0.521, d2=0.290 g=7.490 2/2 [==============================] - 0s 12ms/step >84, 573/693, d1=0.351, d2=0.361 g=6.699 2/2 [==============================] - 0s 12ms/step >84, 574/693, d1=0.378, d2=0.502 g=6.030 2/2 [==============================] - 0s 12ms/step >84, 575/693, d1=0.357, d2=0.323 g=5.044 2/2 [==============================] - 0s 11ms/step >84, 576/693, d1=0.556, d2=0.241 g=6.719 2/2 [==============================] - 0s 12ms/step >84, 577/693, d1=0.429, d2=0.334 g=4.781 2/2 [==============================] - 0s 12ms/step >84, 578/693, d1=0.458, d2=0.408 g=7.543 2/2 [==============================] - 0s 11ms/step >84, 579/693, d1=0.281, d2=0.307 g=7.330 2/2 [==============================] - 0s 13ms/step >84, 580/693, d1=0.418, d2=0.392 g=2.919 2/2 [==============================] - 0s 11ms/step >84, 581/693, d1=0.305, d2=0.329 g=4.121 2/2 [==============================] - 0s 11ms/step >84, 582/693, d1=0.364, d2=0.332 g=6.012 2/2 [==============================] - 0s 12ms/step >84, 583/693, d1=0.366, d2=0.424 g=4.679 2/2 [==============================] - 0s 12ms/step >84, 584/693, d1=0.396, d2=0.316 g=5.192 2/2 [==============================] - 0s 13ms/step >84, 585/693, d1=0.424, d2=0.275 g=7.143 2/2 [==============================] - 0s 12ms/step >84, 586/693, d1=0.274, d2=0.292 g=3.238 2/2 [==============================] - 0s 13ms/step >84, 587/693, d1=0.350, d2=0.347 g=5.702 2/2 [==============================] - 0s 11ms/step >84, 588/693, d1=0.388, d2=0.403 g=8.050 2/2 [==============================] - 0s 13ms/step >84, 589/693, d1=0.366, d2=0.317 g=2.126 2/2 [==============================] - 0s 12ms/step >84, 590/693, d1=0.570, d2=0.250 g=5.463 2/2 [==============================] - 0s 12ms/step >84, 591/693, d1=0.454, d2=0.330 g=5.245 2/2 [==============================] - 0s 11ms/step >84, 592/693, d1=0.398, d2=0.293 g=5.026 2/2 [==============================] - 0s 12ms/step >84, 593/693, d1=0.273, d2=0.342 g=3.428 2/2 [==============================] - 0s 12ms/step >84, 594/693, d1=0.371, d2=0.295 g=8.296 2/2 [==============================] - 0s 13ms/step >84, 595/693, d1=0.312, d2=0.450 g=7.012 2/2 [==============================] - 0s 12ms/step >84, 596/693, d1=0.526, d2=0.263 g=6.669 2/2 [==============================] - 0s 12ms/step >84, 597/693, d1=0.417, d2=0.406 g=4.271 2/2 [==============================] - 0s 12ms/step >84, 598/693, d1=0.317, d2=0.353 g=5.591 2/2 [==============================] - 0s 14ms/step >84, 599/693, d1=0.482, d2=0.297 g=5.312 2/2 [==============================] - 0s 12ms/step >84, 600/693, d1=0.335, d2=0.294 g=4.996 2/2 [==============================] - 0s 11ms/step >84, 601/693, d1=0.498, d2=0.329 g=4.156 2/2 [==============================] - 0s 12ms/step >84, 602/693, d1=0.271, d2=0.394 g=4.776 2/2 [==============================] - 0s 13ms/step >84, 603/693, d1=0.390, d2=0.382 g=5.305 2/2 [==============================] - 0s 12ms/step >84, 604/693, d1=0.399, d2=0.298 g=8.739 2/2 [==============================] - 0s 11ms/step >84, 605/693, d1=0.380, d2=0.492 g=4.006 2/2 [==============================] - 0s 12ms/step >84, 606/693, d1=0.609, d2=0.196 g=3.266 2/2 [==============================] - 0s 13ms/step >84, 607/693, d1=0.641, d2=0.413 g=3.020 2/2 [==============================] - 0s 11ms/step >84, 608/693, d1=0.327, d2=0.330 g=4.768 2/2 [==============================] - 0s 12ms/step >84, 609/693, d1=0.519, d2=0.378 g=5.458 2/2 [==============================] - 0s 12ms/step >84, 610/693, d1=0.447, d2=0.324 g=5.195 2/2 [==============================] - 0s 11ms/step >84, 611/693, d1=0.400, d2=0.287 g=3.937 2/2 [==============================] - 0s 12ms/step >84, 612/693, d1=0.394, d2=0.340 g=5.315 2/2 [==============================] - 0s 12ms/step >84, 613/693, d1=0.360, d2=0.290 g=3.200 2/2 [==============================] - 0s 12ms/step >84, 614/693, d1=0.394, d2=0.375 g=4.521 2/2 [==============================] - 0s 11ms/step >84, 615/693, d1=0.406, d2=0.313 g=4.200 2/2 [==============================] - 0s 12ms/step >84, 616/693, d1=0.406, d2=0.343 g=5.221 2/2 [==============================] - 0s 12ms/step >84, 617/693, d1=0.399, d2=0.395 g=5.817 2/2 [==============================] - 0s 14ms/step >84, 618/693, d1=0.401, d2=0.299 g=5.637 2/2 [==============================] - 0s 13ms/step >84, 619/693, d1=0.462, d2=0.249 g=3.409 2/2 [==============================] - 0s 12ms/step >84, 620/693, d1=0.318, d2=0.466 g=5.280 2/2 [==============================] - 0s 11ms/step >84, 621/693, d1=0.436, d2=0.284 g=6.219 2/2 [==============================] - 0s 12ms/step >84, 622/693, d1=0.487, d2=0.377 g=6.883 2/2 [==============================] - 0s 13ms/step >84, 623/693, d1=0.379, d2=0.299 g=6.436 2/2 [==============================] - 0s 11ms/step >84, 624/693, d1=0.287, d2=0.307 g=4.852 2/2 [==============================] - 0s 11ms/step >84, 625/693, d1=0.490, d2=0.407 g=4.534 2/2 [==============================] - 0s 11ms/step >84, 626/693, d1=0.434, d2=0.275 g=6.581 2/2 [==============================] - 0s 11ms/step >84, 627/693, d1=0.404, d2=0.347 g=8.160 2/2 [==============================] - 0s 12ms/step >84, 628/693, d1=0.380, d2=0.396 g=7.348 2/2 [==============================] - 0s 12ms/step >84, 629/693, d1=0.492, d2=0.222 g=2.485 2/2 [==============================] - 0s 12ms/step >84, 630/693, d1=0.372, d2=0.259 g=5.772 2/2 [==============================] - 0s 12ms/step >84, 631/693, d1=0.454, d2=0.436 g=7.366 2/2 [==============================] - 0s 11ms/step >84, 632/693, d1=0.373, d2=0.269 g=6.030 2/2 [==============================] - 0s 12ms/step >84, 633/693, d1=0.421, d2=0.272 g=5.039 2/2 [==============================] - 0s 12ms/step >84, 634/693, d1=0.519, d2=0.346 g=6.876 2/2 [==============================] - 0s 12ms/step >84, 635/693, d1=0.362, d2=0.301 g=3.250 2/2 [==============================] - 0s 11ms/step >84, 636/693, d1=0.366, d2=0.382 g=3.850 2/2 [==============================] - 0s 13ms/step >84, 637/693, d1=0.300, d2=0.258 g=8.159 2/2 [==============================] - 0s 12ms/step >84, 638/693, d1=0.488, d2=0.302 g=3.240 2/2 [==============================] - 0s 11ms/step >84, 639/693, d1=0.435, d2=0.371 g=6.308 2/2 [==============================] - 0s 13ms/step >84, 640/693, d1=0.628, d2=0.352 g=5.778 2/2 [==============================] - 0s 11ms/step >84, 641/693, d1=0.266, d2=0.338 g=5.439 2/2 [==============================] - 0s 13ms/step >84, 642/693, d1=0.281, d2=0.364 g=4.215 2/2 [==============================] - 0s 12ms/step >84, 643/693, d1=0.364, d2=0.396 g=8.481 2/2 [==============================] - 0s 12ms/step >84, 644/693, d1=0.403, d2=0.319 g=8.740 2/2 [==============================] - 0s 11ms/step >84, 645/693, d1=0.562, d2=0.313 g=6.730 2/2 [==============================] - 0s 13ms/step >84, 646/693, d1=0.374, d2=0.254 g=4.301 2/2 [==============================] - 0s 13ms/step >84, 647/693, d1=0.329, d2=0.319 g=6.302 2/2 [==============================] - 0s 11ms/step >84, 648/693, d1=0.573, d2=0.384 g=7.933 2/2 [==============================] - 0s 11ms/step >84, 649/693, d1=0.293, d2=0.288 g=7.347 2/2 [==============================] - 0s 12ms/step >84, 650/693, d1=0.459, d2=0.366 g=7.259 2/2 [==============================] - 0s 12ms/step >84, 651/693, d1=0.358, d2=0.318 g=7.180 2/2 [==============================] - 0s 13ms/step >84, 652/693, d1=0.405, d2=0.267 g=7.586 2/2 [==============================] - 0s 13ms/step >84, 653/693, d1=0.338, d2=0.390 g=6.579 2/2 [==============================] - 0s 13ms/step >84, 654/693, d1=0.385, d2=0.242 g=7.022 2/2 [==============================] - 0s 12ms/step >84, 655/693, d1=0.481, d2=0.321 g=4.514 2/2 [==============================] - 0s 12ms/step >84, 656/693, d1=0.257, d2=0.391 g=5.256 2/2 [==============================] - 0s 13ms/step >84, 657/693, d1=0.430, d2=0.279 g=4.761 2/2 [==============================] - 0s 12ms/step >84, 658/693, d1=0.409, d2=0.297 g=5.350 2/2 [==============================] - 0s 12ms/step >84, 659/693, d1=0.384, d2=0.329 g=5.404 2/2 [==============================] - 0s 12ms/step >84, 660/693, d1=0.309, d2=0.312 g=8.658 2/2 [==============================] - 0s 11ms/step >84, 661/693, d1=0.354, d2=0.307 g=5.117 2/2 [==============================] - 0s 12ms/step >84, 662/693, d1=0.331, d2=0.288 g=4.680 2/2 [==============================] - 0s 13ms/step >84, 663/693, d1=0.415, d2=0.315 g=9.032 2/2 [==============================] - 0s 15ms/step >84, 664/693, d1=0.306, d2=0.390 g=6.985 2/2 [==============================] - 0s 11ms/step >84, 665/693, d1=0.455, d2=0.290 g=7.123 2/2 [==============================] - 0s 13ms/step >84, 666/693, d1=0.649, d2=0.336 g=6.615 2/2 [==============================] - 0s 12ms/step >84, 667/693, d1=0.334, d2=0.442 g=7.211 2/2 [==============================] - 0s 12ms/step >84, 668/693, d1=0.402, d2=0.218 g=4.856 2/2 [==============================] - 0s 12ms/step >84, 669/693, d1=0.558, d2=0.326 g=6.080 2/2 [==============================] - 0s 12ms/step >84, 670/693, d1=0.376, d2=0.435 g=4.952 2/2 [==============================] - 0s 12ms/step >84, 671/693, d1=0.368, d2=0.268 g=6.010 2/2 [==============================] - 0s 11ms/step >84, 672/693, d1=0.214, d2=0.286 g=5.181 2/2 [==============================] - 0s 13ms/step >84, 673/693, d1=0.429, d2=0.364 g=5.913 2/2 [==============================] - 0s 12ms/step >84, 674/693, d1=0.386, d2=0.245 g=5.303 2/2 [==============================] - 0s 12ms/step >84, 675/693, d1=0.334, d2=0.263 g=8.019 2/2 [==============================] - 0s 12ms/step >84, 676/693, d1=0.389, d2=0.385 g=7.569 2/2 [==============================] - 0s 11ms/step >84, 677/693, d1=0.324, d2=0.386 g=3.463 2/2 [==============================] - 0s 12ms/step >84, 678/693, d1=0.445, d2=0.276 g=5.591 2/2 [==============================] - 0s 14ms/step >84, 679/693, d1=0.395, d2=0.272 g=4.006 2/2 [==============================] - 0s 13ms/step >84, 680/693, d1=0.382, d2=0.278 g=4.837 2/2 [==============================] - 0s 11ms/step >84, 681/693, d1=0.352, d2=0.396 g=5.780 2/2 [==============================] - 0s 13ms/step >84, 682/693, d1=0.417, d2=0.339 g=7.402 2/2 [==============================] - 0s 12ms/step >84, 683/693, d1=0.497, d2=0.317 g=4.650 2/2 [==============================] - 0s 12ms/step >84, 684/693, d1=0.404, d2=0.274 g=3.247 2/2 [==============================] - 0s 11ms/step >84, 685/693, d1=0.392, d2=0.280 g=3.655 2/2 [==============================] - 0s 12ms/step >84, 686/693, d1=0.448, d2=0.422 g=6.104 2/2 [==============================] - 0s 13ms/step >84, 687/693, d1=0.464, d2=0.289 g=3.194 2/2 [==============================] - 0s 12ms/step >84, 688/693, d1=0.467, d2=0.341 g=4.751 2/2 [==============================] - 0s 12ms/step >84, 689/693, d1=0.333, d2=0.383 g=3.839 2/2 [==============================] - 0s 11ms/step >84, 690/693, d1=0.446, d2=0.477 g=5.512 2/2 [==============================] - 0s 12ms/step >84, 691/693, d1=0.446, d2=0.225 g=4.489 2/2 [==============================] - 0s 13ms/step >84, 692/693, d1=0.476, d2=0.293 g=5.009 2/2 [==============================] - 0s 13ms/step >84, 693/693, d1=0.401, d2=0.343 g=5.566 2/2 [==============================] - 0s 12ms/step >85, 1/693, d1=0.295, d2=0.340 g=6.339 2/2 [==============================] - 0s 12ms/step >85, 2/693, d1=0.538, d2=0.288 g=4.139 2/2 [==============================] - 0s 11ms/step >85, 3/693, d1=0.234, d2=0.323 g=9.973 2/2 [==============================] - 0s 12ms/step >85, 4/693, d1=0.375, d2=0.344 g=8.420 2/2 [==============================] - 0s 12ms/step >85, 5/693, d1=0.431, d2=0.364 g=6.306 2/2 [==============================] - 0s 11ms/step >85, 6/693, d1=0.397, d2=0.381 g=8.988 2/2 [==============================] - 0s 11ms/step >85, 7/693, d1=0.597, d2=0.307 g=3.483 2/2 [==============================] - 0s 13ms/step >85, 8/693, d1=0.486, d2=0.324 g=5.302 2/2 [==============================] - 0s 12ms/step >85, 9/693, d1=0.424, d2=0.483 g=4.261 2/2 [==============================] - 0s 11ms/step >85, 10/693, d1=0.331, d2=0.220 g=6.892 2/2 [==============================] - 0s 12ms/step >85, 11/693, d1=0.443, d2=0.234 g=4.679 2/2 [==============================] - 0s 11ms/step >85, 12/693, d1=0.456, d2=0.271 g=6.168 2/2 [==============================] - 0s 12ms/step >85, 13/693, d1=0.301, d2=0.536 g=4.895 2/2 [==============================] - 0s 12ms/step >85, 14/693, d1=0.327, d2=0.339 g=3.719 2/2 [==============================] - 0s 11ms/step >85, 15/693, d1=0.523, d2=0.226 g=3.202 2/2 [==============================] - 0s 12ms/step >85, 16/693, d1=0.422, d2=0.265 g=4.165 2/2 [==============================] - 0s 11ms/step >85, 17/693, d1=0.368, d2=0.281 g=7.437 2/2 [==============================] - 0s 11ms/step >85, 18/693, d1=0.374, d2=0.383 g=7.701 2/2 [==============================] - 0s 12ms/step >85, 19/693, d1=0.274, d2=0.371 g=5.905 2/2 [==============================] - 0s 11ms/step >85, 20/693, d1=0.321, d2=0.328 g=3.681 2/2 [==============================] - 0s 13ms/step >85, 21/693, d1=0.511, d2=0.242 g=7.629 2/2 [==============================] - 0s 12ms/step >85, 22/693, d1=0.394, d2=0.304 g=4.664 2/2 [==============================] - 0s 12ms/step >85, 23/693, d1=0.406, d2=0.428 g=5.612 2/2 [==============================] - 0s 12ms/step >85, 24/693, d1=0.309, d2=0.287 g=3.844 2/2 [==============================] - 0s 12ms/step >85, 25/693, d1=0.317, d2=0.365 g=3.306 2/2 [==============================] - 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0s 12ms/step >86, 37/693, d1=0.474, d2=0.384 g=3.669 2/2 [==============================] - 0s 12ms/step >86, 38/693, d1=0.240, d2=0.309 g=3.997 2/2 [==============================] - 0s 12ms/step >86, 39/693, d1=0.384, d2=0.217 g=3.819 2/2 [==============================] - 0s 11ms/step >86, 40/693, d1=0.308, d2=0.318 g=4.746 2/2 [==============================] - 0s 11ms/step >86, 41/693, d1=0.347, d2=0.271 g=8.326 2/2 [==============================] - 0s 12ms/step >86, 42/693, d1=0.418, d2=0.310 g=4.518 2/2 [==============================] - 0s 12ms/step >86, 43/693, d1=0.475, d2=0.313 g=4.152 2/2 [==============================] - 0s 13ms/step >86, 44/693, d1=0.358, d2=0.360 g=5.335 2/2 [==============================] - 0s 11ms/step >86, 45/693, d1=0.455, d2=0.352 g=3.050 2/2 [==============================] - 0s 13ms/step >86, 46/693, d1=0.379, d2=0.439 g=4.765 2/2 [==============================] - 0s 12ms/step >86, 47/693, d1=0.454, d2=0.432 g=4.240 2/2 [==============================] - 0s 11ms/step >86, 48/693, d1=0.449, d2=0.386 g=6.766 2/2 [==============================] - 0s 12ms/step >86, 49/693, d1=0.436, d2=0.256 g=4.837 2/2 [==============================] - 0s 11ms/step >86, 50/693, d1=0.472, d2=0.395 g=5.887 2/2 [==============================] - 0s 11ms/step >86, 51/693, d1=0.362, d2=0.328 g=7.694 2/2 [==============================] - 0s 11ms/step >86, 52/693, d1=0.385, d2=0.374 g=3.180 2/2 [==============================] - 0s 12ms/step >86, 53/693, d1=0.480, d2=0.221 g=4.632 2/2 [==============================] - 0s 14ms/step >86, 54/693, d1=0.526, d2=0.295 g=4.053 2/2 [==============================] - 0s 12ms/step >86, 55/693, d1=0.369, d2=0.393 g=6.532 2/2 [==============================] - 0s 12ms/step >86, 56/693, d1=0.502, d2=0.325 g=4.565 2/2 [==============================] - 0s 13ms/step >86, 57/693, d1=0.377, d2=0.441 g=7.861 2/2 [==============================] - 0s 11ms/step >86, 58/693, d1=0.301, d2=0.340 g=4.628 2/2 [==============================] - 0s 12ms/step >86, 59/693, d1=0.497, d2=0.272 g=10.662 2/2 [==============================] - 0s 12ms/step >86, 60/693, d1=0.396, d2=0.285 g=7.085 2/2 [==============================] - 0s 11ms/step >86, 61/693, d1=0.440, d2=0.364 g=5.616 2/2 [==============================] - 0s 11ms/step >86, 62/693, d1=0.446, d2=0.302 g=4.178 2/2 [==============================] - 0s 11ms/step >86, 63/693, d1=0.266, d2=0.420 g=4.033 2/2 [==============================] - 0s 12ms/step >86, 64/693, d1=0.345, d2=0.356 g=5.463 2/2 [==============================] - 0s 10ms/step >86, 65/693, d1=0.510, d2=0.265 g=3.140 2/2 [==============================] - 0s 12ms/step >86, 66/693, d1=0.329, d2=0.280 g=6.749 2/2 [==============================] - 0s 12ms/step >86, 67/693, d1=0.312, d2=0.332 g=7.670 2/2 [==============================] - 0s 11ms/step >86, 68/693, d1=0.530, d2=0.228 g=3.561 2/2 [==============================] - 0s 11ms/step >86, 69/693, d1=0.397, d2=0.308 g=2.014 2/2 [==============================] - 0s 12ms/step >86, 70/693, d1=0.391, d2=0.272 g=7.528 2/2 [==============================] - 0s 13ms/step >86, 71/693, d1=0.396, d2=0.415 g=6.012 2/2 [==============================] - 0s 13ms/step >86, 72/693, d1=0.596, d2=0.277 g=4.280 2/2 [==============================] - 0s 12ms/step >86, 73/693, d1=0.428, d2=0.272 g=7.468 2/2 [==============================] - 0s 12ms/step >86, 74/693, d1=0.387, d2=0.443 g=3.059 2/2 [==============================] - 0s 11ms/step >86, 75/693, d1=0.337, d2=0.290 g=6.893 2/2 [==============================] - 0s 13ms/step >86, 76/693, d1=0.369, d2=0.257 g=4.864 2/2 [==============================] - 0s 11ms/step >86, 77/693, d1=0.528, d2=0.388 g=6.454 2/2 [==============================] - 0s 13ms/step >86, 78/693, d1=0.255, d2=0.366 g=6.624 2/2 [==============================] - 0s 13ms/step >86, 79/693, d1=0.451, d2=0.357 g=7.209 2/2 [==============================] - 0s 12ms/step >86, 80/693, d1=0.447, d2=0.319 g=7.330 2/2 [==============================] - 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0s 10ms/step >86, 92/693, d1=0.328, d2=0.334 g=3.734 2/2 [==============================] - 0s 12ms/step >86, 93/693, d1=0.441, d2=0.261 g=1.877 2/2 [==============================] - 0s 13ms/step >86, 94/693, d1=0.518, d2=0.293 g=6.445 2/2 [==============================] - 0s 11ms/step >86, 95/693, d1=0.284, d2=0.504 g=6.821 2/2 [==============================] - 0s 12ms/step >86, 96/693, d1=0.378, d2=0.260 g=5.606 2/2 [==============================] - 0s 13ms/step >86, 97/693, d1=0.479, d2=0.343 g=2.353 2/2 [==============================] - 0s 11ms/step >86, 98/693, d1=0.385, d2=0.326 g=3.084 2/2 [==============================] - 0s 12ms/step >86, 99/693, d1=0.404, d2=0.305 g=7.724 2/2 [==============================] - 0s 12ms/step >86, 100/693, d1=0.511, d2=0.361 g=4.755 2/2 [==============================] - 0s 11ms/step >86, 101/693, d1=0.242, d2=0.397 g=3.774 2/2 [==============================] - 0s 12ms/step >86, 102/693, d1=0.483, d2=0.336 g=2.299 2/2 [==============================] - 0s 11ms/step >86, 103/693, d1=0.494, d2=0.360 g=4.677 2/2 [==============================] - 0s 13ms/step >86, 104/693, d1=0.416, d2=0.415 g=4.003 2/2 [==============================] - 0s 12ms/step >86, 105/693, d1=0.337, d2=0.341 g=6.409 2/2 [==============================] - 0s 12ms/step >86, 106/693, d1=0.519, d2=0.375 g=4.015 2/2 [==============================] - 0s 12ms/step >86, 107/693, d1=0.390, d2=0.334 g=5.100 2/2 [==============================] - 0s 13ms/step >86, 108/693, d1=0.480, d2=0.299 g=4.322 2/2 [==============================] - 0s 13ms/step >86, 109/693, d1=0.401, d2=0.291 g=5.705 2/2 [==============================] - 0s 11ms/step >86, 110/693, d1=0.423, d2=0.338 g=4.790 2/2 [==============================] - 0s 11ms/step >86, 111/693, d1=0.360, d2=0.469 g=7.085 2/2 [==============================] - 0s 12ms/step >86, 112/693, d1=0.482, d2=0.348 g=4.055 2/2 [==============================] - 0s 12ms/step >86, 113/693, d1=0.364, d2=0.308 g=4.471 2/2 [==============================] - 0s 11ms/step >86, 114/693, d1=0.348, d2=0.221 g=4.147 2/2 [==============================] - 0s 12ms/step >86, 115/693, d1=0.331, d2=0.344 g=3.891 2/2 [==============================] - 0s 12ms/step >86, 116/693, d1=0.316, d2=0.318 g=4.160 2/2 [==============================] - 0s 12ms/step >86, 117/693, d1=0.340, d2=0.274 g=5.164 2/2 [==============================] - 0s 12ms/step >86, 118/693, d1=0.394, d2=0.335 g=3.803 2/2 [==============================] - 0s 13ms/step >86, 119/693, d1=0.431, d2=0.329 g=7.281 2/2 [==============================] - 0s 14ms/step >86, 120/693, d1=0.356, d2=0.329 g=7.212 2/2 [==============================] - 0s 12ms/step >86, 121/693, d1=0.385, d2=0.333 g=5.018 2/2 [==============================] - 0s 13ms/step >86, 122/693, d1=0.575, d2=0.337 g=4.127 2/2 [==============================] - 0s 12ms/step >86, 123/693, d1=0.366, d2=0.328 g=4.466 2/2 [==============================] - 0s 13ms/step >86, 124/693, d1=0.403, d2=0.479 g=3.477 2/2 [==============================] - 0s 12ms/step >86, 125/693, d1=0.437, d2=0.366 g=1.942 2/2 [==============================] - 0s 13ms/step >86, 126/693, d1=0.395, d2=0.313 g=5.021 2/2 [==============================] - 0s 13ms/step >86, 127/693, d1=0.433, d2=0.302 g=4.749 2/2 [==============================] - 0s 13ms/step >86, 128/693, d1=0.390, d2=0.273 g=3.483 2/2 [==============================] - 0s 11ms/step >86, 129/693, d1=0.344, d2=0.331 g=4.495 2/2 [==============================] - 0s 12ms/step >86, 130/693, d1=0.309, d2=0.393 g=5.725 2/2 [==============================] - 0s 13ms/step >86, 131/693, d1=0.449, d2=0.256 g=3.631 2/2 [==============================] - 0s 12ms/step >86, 132/693, d1=0.520, d2=0.355 g=4.852 2/2 [==============================] - 0s 13ms/step >86, 133/693, d1=0.355, d2=0.315 g=4.730 2/2 [==============================] - 0s 12ms/step >86, 134/693, d1=0.421, d2=0.318 g=6.569 2/2 [==============================] - 0s 12ms/step >86, 135/693, d1=0.514, d2=0.361 g=2.974 2/2 [==============================] - 0s 12ms/step >86, 136/693, d1=0.451, d2=0.315 g=3.536 2/2 [==============================] - 0s 11ms/step >86, 137/693, d1=0.450, d2=0.353 g=3.075 2/2 [==============================] - 0s 13ms/step >86, 138/693, d1=0.465, d2=0.328 g=3.943 2/2 [==============================] - 0s 12ms/step >86, 139/693, d1=0.273, d2=0.241 g=5.561 2/2 [==============================] - 0s 12ms/step >86, 140/693, d1=0.376, d2=0.296 g=5.222 2/2 [==============================] - 0s 13ms/step >86, 141/693, d1=0.375, d2=0.366 g=7.088 2/2 [==============================] - 0s 12ms/step >86, 142/693, d1=0.410, d2=0.290 g=6.694 2/2 [==============================] - 0s 11ms/step >86, 143/693, d1=0.384, d2=0.331 g=5.579 2/2 [==============================] - 0s 12ms/step >86, 144/693, d1=0.460, d2=0.351 g=4.641 2/2 [==============================] - 0s 12ms/step >86, 145/693, d1=0.306, d2=0.238 g=4.466 2/2 [==============================] - 0s 12ms/step >86, 146/693, d1=0.556, d2=0.315 g=3.913 2/2 [==============================] - 0s 11ms/step >86, 147/693, d1=0.370, d2=0.387 g=5.085 2/2 [==============================] - 0s 11ms/step >86, 148/693, d1=0.355, d2=0.361 g=8.185 2/2 [==============================] - 0s 10ms/step >86, 149/693, d1=0.334, d2=0.250 g=8.119 2/2 [==============================] - 0s 12ms/step >86, 150/693, d1=0.322, d2=0.315 g=4.926 2/2 [==============================] - 0s 12ms/step >86, 151/693, d1=0.364, d2=0.462 g=6.269 2/2 [==============================] - 0s 13ms/step >86, 152/693, d1=0.350, d2=0.311 g=6.060 2/2 [==============================] - 0s 12ms/step >86, 153/693, d1=0.405, d2=0.263 g=4.321 2/2 [==============================] - 0s 11ms/step >86, 154/693, d1=0.457, d2=0.240 g=3.510 2/2 [==============================] - 0s 12ms/step >86, 155/693, d1=0.296, d2=0.273 g=3.230 2/2 [==============================] - 0s 11ms/step >86, 156/693, d1=0.521, d2=0.336 g=3.385 2/2 [==============================] - 0s 12ms/step >86, 157/693, d1=0.304, d2=0.326 g=3.659 2/2 [==============================] - 0s 13ms/step >86, 158/693, d1=0.436, d2=0.368 g=4.358 2/2 [==============================] - 0s 11ms/step >86, 159/693, d1=0.441, d2=0.415 g=1.834 2/2 [==============================] - 0s 12ms/step >86, 160/693, d1=0.377, d2=0.326 g=3.975 2/2 [==============================] - 0s 14ms/step >86, 161/693, d1=0.423, d2=0.377 g=6.883 2/2 [==============================] - 0s 11ms/step >86, 162/693, d1=0.404, d2=0.229 g=4.878 2/2 [==============================] - 0s 13ms/step >86, 163/693, d1=0.437, d2=0.230 g=3.909 2/2 [==============================] - 0s 13ms/step >86, 164/693, d1=0.413, d2=0.410 g=4.258 2/2 [==============================] - 0s 11ms/step >86, 165/693, d1=0.361, d2=0.338 g=4.604 2/2 [==============================] - 0s 11ms/step >86, 166/693, d1=0.357, d2=0.328 g=5.434 2/2 [==============================] - 0s 12ms/step >86, 167/693, d1=0.315, d2=0.370 g=4.446 2/2 [==============================] - 0s 12ms/step >86, 168/693, d1=0.479, d2=0.232 g=7.622 2/2 [==============================] - 0s 12ms/step >86, 169/693, d1=0.462, d2=0.316 g=5.254 2/2 [==============================] - 0s 11ms/step >86, 170/693, d1=0.320, d2=0.305 g=3.834 2/2 [==============================] - 0s 13ms/step >86, 171/693, d1=0.416, d2=0.365 g=5.290 2/2 [==============================] - 0s 12ms/step >86, 172/693, d1=0.423, d2=0.305 g=4.524 2/2 [==============================] - 0s 10ms/step >86, 173/693, d1=0.333, d2=0.284 g=8.608 2/2 [==============================] - 0s 13ms/step >86, 174/693, d1=0.320, d2=0.323 g=5.523 2/2 [==============================] - 0s 12ms/step >86, 175/693, d1=0.352, d2=0.250 g=2.852 2/2 [==============================] - 0s 13ms/step >86, 176/693, d1=0.335, d2=0.316 g=4.351 2/2 [==============================] - 0s 11ms/step >86, 177/693, d1=0.455, d2=0.383 g=4.559 2/2 [==============================] - 0s 12ms/step >86, 178/693, d1=0.472, d2=0.366 g=7.267 2/2 [==============================] - 0s 12ms/step >86, 179/693, d1=0.361, d2=0.389 g=7.217 2/2 [==============================] - 0s 12ms/step >86, 180/693, d1=0.435, d2=0.336 g=4.571 2/2 [==============================] - 0s 11ms/step >86, 181/693, d1=0.428, d2=0.381 g=4.541 2/2 [==============================] - 0s 14ms/step >86, 182/693, d1=0.447, d2=0.307 g=6.811 2/2 [==============================] - 0s 12ms/step >86, 183/693, d1=0.336, d2=0.277 g=5.958 2/2 [==============================] - 0s 12ms/step >86, 184/693, d1=0.302, d2=0.335 g=4.509 2/2 [==============================] - 0s 12ms/step >86, 185/693, d1=0.258, d2=0.285 g=4.061 2/2 [==============================] - 0s 12ms/step >86, 186/693, d1=0.460, d2=0.257 g=6.486 2/2 [==============================] - 0s 13ms/step >86, 187/693, d1=0.388, d2=0.248 g=5.068 2/2 [==============================] - 0s 13ms/step >86, 188/693, d1=0.549, d2=0.456 g=6.546 2/2 [==============================] - 0s 12ms/step >86, 189/693, d1=0.525, d2=0.301 g=3.610 2/2 [==============================] - 0s 12ms/step >86, 190/693, d1=0.368, d2=0.446 g=5.016 2/2 [==============================] - 0s 12ms/step >86, 191/693, d1=0.416, d2=0.366 g=3.302 2/2 [==============================] - 0s 12ms/step >86, 192/693, d1=0.457, d2=0.276 g=3.979 2/2 [==============================] - 0s 12ms/step >86, 193/693, d1=0.411, d2=0.265 g=4.056 2/2 [==============================] - 0s 12ms/step >86, 194/693, d1=0.272, d2=0.298 g=5.450 2/2 [==============================] - 0s 11ms/step >86, 195/693, d1=0.346, d2=0.278 g=5.069 2/2 [==============================] - 0s 13ms/step >86, 196/693, d1=0.480, d2=0.266 g=4.186 2/2 [==============================] - 0s 16ms/step >86, 197/693, d1=0.266, d2=0.407 g=5.294 2/2 [==============================] - 0s 15ms/step >86, 198/693, d1=0.234, d2=0.351 g=4.530 2/2 [==============================] - 0s 13ms/step >86, 199/693, d1=0.429, d2=0.250 g=5.218 2/2 [==============================] - 0s 12ms/step >86, 200/693, d1=0.387, d2=0.306 g=5.934 2/2 [==============================] - 0s 11ms/step >86, 201/693, d1=0.346, d2=0.291 g=5.159 2/2 [==============================] - 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0s 13ms/step >86, 334/693, d1=0.453, d2=0.279 g=4.358 2/2 [==============================] - 0s 12ms/step >86, 335/693, d1=0.216, d2=0.268 g=5.801 2/2 [==============================] - 0s 13ms/step >86, 336/693, d1=0.477, d2=0.563 g=5.306 2/2 [==============================] - 0s 12ms/step >86, 337/693, d1=0.317, d2=0.275 g=5.651 2/2 [==============================] - 0s 13ms/step >86, 338/693, d1=0.511, d2=0.271 g=8.002 2/2 [==============================] - 0s 12ms/step >86, 339/693, d1=0.366, d2=0.281 g=5.931 2/2 [==============================] - 0s 12ms/step >86, 340/693, d1=0.396, d2=0.379 g=5.449 2/2 [==============================] - 0s 11ms/step >86, 341/693, d1=0.469, d2=0.302 g=2.915 2/2 [==============================] - 0s 11ms/step >86, 342/693, d1=0.450, d2=0.334 g=4.860 2/2 [==============================] - 0s 14ms/step >86, 343/693, d1=0.311, d2=0.374 g=6.617 2/2 [==============================] - 0s 14ms/step >86, 344/693, d1=0.478, d2=0.302 g=3.224 2/2 [==============================] - 0s 14ms/step >86, 345/693, d1=0.273, d2=0.237 g=5.082 2/2 [==============================] - 0s 11ms/step >86, 346/693, d1=0.408, d2=0.490 g=2.960 2/2 [==============================] - 0s 11ms/step >86, 347/693, d1=0.426, d2=0.287 g=5.690 2/2 [==============================] - 0s 12ms/step >86, 348/693, d1=0.409, d2=0.265 g=4.269 2/2 [==============================] - 0s 12ms/step >86, 349/693, d1=0.478, d2=0.297 g=5.361 2/2 [==============================] - 0s 12ms/step >86, 350/693, d1=0.473, d2=0.306 g=5.115 2/2 [==============================] - 0s 13ms/step >86, 351/693, d1=0.362, d2=0.389 g=4.516 2/2 [==============================] - 0s 12ms/step >86, 352/693, d1=0.397, d2=0.312 g=4.363 2/2 [==============================] - 0s 13ms/step >86, 353/693, d1=0.398, d2=0.284 g=5.185 2/2 [==============================] - 0s 13ms/step >86, 354/693, d1=0.242, d2=0.274 g=3.571 2/2 [==============================] - 0s 11ms/step >86, 355/693, d1=0.305, d2=0.294 g=6.907 2/2 [==============================] - 0s 11ms/step >86, 356/693, d1=0.428, d2=0.304 g=4.650 2/2 [==============================] - 0s 12ms/step >86, 357/693, d1=0.297, d2=0.388 g=7.826 2/2 [==============================] - 0s 12ms/step >86, 358/693, d1=0.265, d2=0.336 g=2.592 2/2 [==============================] - 0s 11ms/step >86, 359/693, d1=0.596, d2=0.261 g=4.294 2/2 [==============================] - 0s 13ms/step >86, 360/693, d1=0.385, d2=0.303 g=3.890 2/2 [==============================] - 0s 12ms/step >86, 361/693, d1=0.495, d2=0.429 g=5.664 2/2 [==============================] - 0s 13ms/step >86, 362/693, d1=0.391, d2=0.320 g=5.452 2/2 [==============================] - 0s 12ms/step >86, 363/693, d1=0.499, d2=0.369 g=4.447 2/2 [==============================] - 0s 12ms/step >86, 364/693, d1=0.438, d2=0.307 g=4.424 2/2 [==============================] - 0s 12ms/step >86, 365/693, d1=0.455, d2=0.346 g=5.069 2/2 [==============================] - 0s 11ms/step >86, 366/693, d1=0.544, d2=0.355 g=3.701 2/2 [==============================] - 0s 13ms/step >86, 367/693, d1=0.402, d2=0.306 g=6.628 2/2 [==============================] - 0s 11ms/step >86, 368/693, d1=0.358, d2=0.335 g=4.765 2/2 [==============================] - 0s 12ms/step >86, 369/693, d1=0.301, d2=0.406 g=5.549 2/2 [==============================] - 0s 14ms/step >86, 370/693, d1=0.450, d2=0.273 g=5.499 2/2 [==============================] - 0s 12ms/step >86, 371/693, d1=0.351, d2=0.235 g=6.164 2/2 [==============================] - 0s 12ms/step >86, 372/693, d1=0.441, d2=0.474 g=4.334 2/2 [==============================] - 0s 13ms/step >86, 373/693, d1=0.350, d2=0.269 g=6.373 2/2 [==============================] - 0s 14ms/step >86, 374/693, d1=0.396, d2=0.282 g=5.561 2/2 [==============================] - 0s 13ms/step >86, 375/693, d1=0.382, d2=0.377 g=2.994 2/2 [==============================] - 0s 11ms/step >86, 376/693, d1=0.385, d2=0.453 g=4.553 2/2 [==============================] - 0s 12ms/step >86, 377/693, d1=0.484, d2=0.337 g=4.995 2/2 [==============================] - 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0s 12ms/step >86, 521/693, d1=0.371, d2=0.321 g=5.125 2/2 [==============================] - 0s 13ms/step >86, 522/693, d1=0.330, d2=0.323 g=4.597 2/2 [==============================] - 0s 12ms/step >86, 523/693, d1=0.514, d2=0.348 g=5.198 2/2 [==============================] - 0s 12ms/step >86, 524/693, d1=0.407, d2=0.276 g=4.733 2/2 [==============================] - 0s 12ms/step >86, 525/693, d1=0.405, d2=0.385 g=3.516 2/2 [==============================] - 0s 14ms/step >86, 526/693, d1=0.358, d2=0.489 g=3.866 2/2 [==============================] - 0s 12ms/step >86, 527/693, d1=0.528, d2=0.311 g=4.485 2/2 [==============================] - 0s 12ms/step >86, 528/693, d1=0.367, d2=0.307 g=2.860 2/2 [==============================] - 0s 13ms/step >86, 529/693, d1=0.281, d2=0.408 g=3.185 2/2 [==============================] - 0s 12ms/step >86, 530/693, d1=0.450, d2=0.231 g=4.041 2/2 [==============================] - 0s 12ms/step >86, 531/693, d1=0.326, d2=0.285 g=4.503 2/2 [==============================] - 0s 12ms/step >86, 532/693, d1=0.503, d2=0.335 g=4.770 2/2 [==============================] - 0s 12ms/step >86, 533/693, d1=0.431, d2=0.374 g=5.304 2/2 [==============================] - 0s 12ms/step >86, 534/693, d1=0.386, d2=0.376 g=4.355 2/2 [==============================] - 0s 13ms/step >86, 535/693, d1=0.537, d2=0.347 g=6.098 2/2 [==============================] - 0s 13ms/step >86, 536/693, d1=0.403, d2=0.313 g=4.191 2/2 [==============================] - 0s 11ms/step >86, 537/693, d1=0.458, d2=0.334 g=4.346 2/2 [==============================] - 0s 12ms/step >86, 538/693, d1=0.364, d2=0.328 g=5.485 2/2 [==============================] - 0s 13ms/step >86, 539/693, d1=0.362, d2=0.283 g=5.528 2/2 [==============================] - 0s 14ms/step >86, 540/693, d1=0.430, d2=0.252 g=2.849 2/2 [==============================] - 0s 12ms/step >86, 541/693, d1=0.409, d2=0.397 g=5.174 2/2 [==============================] - 0s 12ms/step >86, 542/693, d1=0.372, d2=0.326 g=5.139 2/2 [==============================] - 0s 15ms/step >86, 543/693, d1=0.306, d2=0.333 g=6.699 2/2 [==============================] - 0s 12ms/step >86, 544/693, d1=0.209, d2=0.311 g=4.072 2/2 [==============================] - 0s 13ms/step >86, 545/693, d1=0.413, d2=0.302 g=4.460 2/2 [==============================] - 0s 11ms/step >86, 546/693, d1=0.364, d2=0.349 g=4.315 2/2 [==============================] - 0s 12ms/step >86, 547/693, d1=0.301, d2=0.269 g=4.855 2/2 [==============================] - 0s 14ms/step >86, 548/693, d1=0.498, d2=0.293 g=7.780 2/2 [==============================] - 0s 12ms/step >86, 549/693, d1=0.511, d2=0.457 g=4.165 2/2 [==============================] - 0s 14ms/step >86, 550/693, d1=0.391, d2=0.305 g=4.165 2/2 [==============================] - 0s 12ms/step >86, 551/693, d1=0.424, d2=0.400 g=4.406 2/2 [==============================] - 0s 13ms/step >86, 552/693, d1=0.497, d2=0.196 g=5.201 2/2 [==============================] - 0s 12ms/step >86, 553/693, d1=0.525, d2=0.350 g=4.977 2/2 [==============================] - 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0s 11ms/step >87, 92/693, d1=0.324, d2=0.293 g=2.769 2/2 [==============================] - 0s 12ms/step >87, 93/693, d1=0.472, d2=0.323 g=7.631 2/2 [==============================] - 0s 13ms/step >87, 94/693, d1=0.219, d2=0.506 g=5.135 2/2 [==============================] - 0s 13ms/step >87, 95/693, d1=0.437, d2=0.259 g=4.136 2/2 [==============================] - 0s 13ms/step >87, 96/693, d1=0.455, d2=0.351 g=7.850 2/2 [==============================] - 0s 13ms/step >87, 97/693, d1=0.412, d2=0.424 g=6.243 2/2 [==============================] - 0s 14ms/step >87, 98/693, d1=0.402, d2=0.303 g=4.311 2/2 [==============================] - 0s 11ms/step >87, 99/693, d1=0.416, d2=0.244 g=3.063 2/2 [==============================] - 0s 12ms/step >87, 100/693, d1=0.352, d2=0.253 g=6.359 2/2 [==============================] - 0s 12ms/step >87, 101/693, d1=0.248, d2=0.407 g=4.447 2/2 [==============================] - 0s 12ms/step >87, 102/693, d1=0.427, d2=0.233 g=5.570 2/2 [==============================] - 0s 12ms/step >87, 103/693, d1=0.436, d2=0.436 g=5.871 2/2 [==============================] - 0s 12ms/step >87, 104/693, d1=0.409, d2=0.313 g=3.658 2/2 [==============================] - 0s 14ms/step >87, 105/693, d1=0.419, d2=0.357 g=7.697 2/2 [==============================] - 0s 11ms/step >87, 106/693, d1=0.336, d2=0.336 g=5.680 2/2 [==============================] - 0s 12ms/step >87, 107/693, d1=0.407, d2=0.258 g=4.560 2/2 [==============================] - 0s 11ms/step >87, 108/693, d1=0.414, d2=0.338 g=4.460 2/2 [==============================] - 0s 13ms/step >87, 109/693, d1=0.422, d2=0.321 g=4.208 2/2 [==============================] - 0s 12ms/step >87, 110/693, d1=0.446, d2=0.337 g=3.442 2/2 [==============================] - 0s 11ms/step >87, 111/693, d1=0.361, d2=0.343 g=5.911 2/2 [==============================] - 0s 12ms/step >87, 112/693, d1=0.398, d2=0.351 g=3.552 2/2 [==============================] - 0s 12ms/step >87, 113/693, d1=0.435, d2=0.243 g=5.564 2/2 [==============================] - 0s 11ms/step >87, 114/693, d1=0.497, d2=0.292 g=5.278 2/2 [==============================] - 0s 11ms/step >87, 115/693, d1=0.520, d2=0.443 g=5.713 2/2 [==============================] - 0s 12ms/step >87, 116/693, d1=0.357, d2=0.327 g=5.568 2/2 [==============================] - 0s 12ms/step >87, 117/693, d1=0.367, d2=0.299 g=6.073 2/2 [==============================] - 0s 11ms/step >87, 118/693, d1=0.313, d2=0.360 g=5.501 2/2 [==============================] - 0s 12ms/step >87, 119/693, d1=0.350, d2=0.298 g=7.277 2/2 [==============================] - 0s 12ms/step >87, 120/693, d1=0.467, d2=0.344 g=4.530 2/2 [==============================] - 0s 11ms/step >87, 121/693, d1=0.356, d2=0.312 g=6.490 2/2 [==============================] - 0s 13ms/step >87, 122/693, d1=0.613, d2=0.330 g=6.092 2/2 [==============================] - 0s 12ms/step >87, 123/693, d1=0.404, d2=0.358 g=6.177 2/2 [==============================] - 0s 12ms/step >87, 124/693, d1=0.334, d2=0.284 g=5.526 2/2 [==============================] - 0s 12ms/step >87, 125/693, d1=0.295, d2=0.317 g=3.050 2/2 [==============================] - 0s 12ms/step >87, 126/693, d1=0.368, d2=0.373 g=4.153 2/2 [==============================] - 0s 11ms/step >87, 127/693, d1=0.278, d2=0.202 g=5.889 2/2 [==============================] - 0s 12ms/step >87, 128/693, d1=0.394, d2=0.288 g=5.084 2/2 [==============================] - 0s 11ms/step >87, 129/693, d1=0.453, d2=0.269 g=3.585 2/2 [==============================] - 0s 12ms/step >87, 130/693, d1=0.389, d2=0.483 g=6.266 2/2 [==============================] - 0s 11ms/step >87, 131/693, d1=0.353, d2=0.305 g=4.328 2/2 [==============================] - 0s 11ms/step >87, 132/693, d1=0.326, d2=0.327 g=7.721 2/2 [==============================] - 0s 11ms/step >87, 133/693, d1=0.449, d2=0.245 g=4.678 2/2 [==============================] - 0s 12ms/step >87, 134/693, d1=0.241, d2=0.266 g=4.193 2/2 [==============================] - 0s 11ms/step >87, 135/693, d1=0.225, d2=0.393 g=5.526 2/2 [==============================] - 0s 12ms/step >87, 136/693, d1=0.584, d2=0.380 g=4.909 2/2 [==============================] - 0s 12ms/step >87, 137/693, d1=0.418, d2=0.210 g=3.914 2/2 [==============================] - 0s 14ms/step >87, 138/693, d1=0.588, d2=0.303 g=4.968 2/2 [==============================] - 0s 14ms/step >87, 139/693, d1=0.391, d2=0.459 g=4.645 2/2 [==============================] - 0s 14ms/step >87, 140/693, d1=0.483, d2=0.552 g=6.298 2/2 [==============================] - 0s 11ms/step >87, 141/693, d1=0.259, d2=0.311 g=5.420 2/2 [==============================] - 0s 12ms/step >87, 142/693, d1=0.565, d2=0.339 g=5.962 2/2 [==============================] - 0s 11ms/step >87, 143/693, d1=0.403, d2=0.313 g=6.578 2/2 [==============================] - 0s 13ms/step >87, 144/693, d1=0.578, d2=0.373 g=4.599 2/2 [==============================] - 0s 12ms/step >87, 145/693, d1=0.461, d2=0.348 g=4.271 2/2 [==============================] - 0s 14ms/step >87, 146/693, d1=0.392, d2=0.398 g=3.588 2/2 [==============================] - 0s 12ms/step >87, 147/693, d1=0.482, d2=0.436 g=4.357 2/2 [==============================] - 0s 13ms/step >87, 148/693, d1=0.366, d2=0.311 g=5.932 2/2 [==============================] - 0s 12ms/step >87, 149/693, d1=0.622, d2=0.377 g=3.696 2/2 [==============================] - 0s 12ms/step >87, 150/693, d1=0.334, d2=0.311 g=4.759 2/2 [==============================] - 0s 11ms/step >87, 151/693, d1=0.418, d2=0.345 g=4.379 2/2 [==============================] - 0s 13ms/step >87, 152/693, d1=0.477, d2=0.279 g=5.767 2/2 [==============================] - 0s 12ms/step >87, 153/693, d1=0.362, d2=0.341 g=4.136 2/2 [==============================] - 0s 12ms/step >87, 154/693, d1=0.321, d2=0.307 g=5.665 2/2 [==============================] - 0s 13ms/step >87, 155/693, d1=0.317, d2=0.349 g=2.459 2/2 [==============================] - 0s 12ms/step >87, 156/693, d1=0.490, d2=0.306 g=3.536 2/2 [==============================] - 0s 11ms/step >87, 157/693, d1=0.408, d2=0.321 g=4.763 2/2 [==============================] - 0s 12ms/step >87, 158/693, d1=0.394, d2=0.359 g=5.041 2/2 [==============================] - 0s 12ms/step >87, 159/693, d1=0.490, d2=0.373 g=5.963 2/2 [==============================] - 0s 12ms/step >87, 160/693, d1=0.534, d2=0.314 g=4.512 2/2 [==============================] - 0s 12ms/step >87, 161/693, d1=0.260, d2=0.391 g=4.638 2/2 [==============================] - 0s 13ms/step >87, 162/693, d1=0.414, d2=0.283 g=3.150 2/2 [==============================] - 0s 12ms/step >87, 163/693, d1=0.472, d2=0.305 g=2.309 2/2 [==============================] - 0s 12ms/step >87, 164/693, d1=0.358, d2=0.273 g=4.525 2/2 [==============================] - 0s 13ms/step >87, 165/693, d1=0.482, d2=0.351 g=4.863 2/2 [==============================] - 0s 13ms/step >87, 166/693, d1=0.428, d2=0.366 g=5.214 2/2 [==============================] - 0s 13ms/step >87, 167/693, d1=0.320, d2=0.353 g=4.487 2/2 [==============================] - 0s 12ms/step >87, 168/693, d1=0.297, d2=0.351 g=5.266 2/2 [==============================] - 0s 11ms/step >87, 169/693, d1=0.463, d2=0.244 g=3.505 2/2 [==============================] - 0s 13ms/step >87, 170/693, d1=0.457, d2=0.418 g=4.851 2/2 [==============================] - 0s 12ms/step >87, 171/693, d1=0.548, d2=0.293 g=3.284 2/2 [==============================] - 0s 12ms/step >87, 172/693, d1=0.555, d2=0.394 g=3.709 2/2 [==============================] - 0s 12ms/step >87, 173/693, d1=0.251, d2=0.390 g=6.606 2/2 [==============================] - 0s 12ms/step >87, 174/693, d1=0.357, d2=0.340 g=5.027 2/2 [==============================] - 0s 14ms/step >87, 175/693, d1=0.461, d2=0.388 g=4.562 2/2 [==============================] - 0s 12ms/step >87, 176/693, d1=0.294, d2=0.272 g=3.218 2/2 [==============================] - 0s 12ms/step >87, 177/693, d1=0.486, d2=0.335 g=3.041 2/2 [==============================] - 0s 12ms/step >87, 178/693, d1=0.473, d2=0.379 g=4.329 2/2 [==============================] - 0s 12ms/step >87, 179/693, d1=0.437, d2=0.389 g=3.765 2/2 [==============================] - 0s 11ms/step >87, 180/693, d1=0.365, d2=0.259 g=4.863 2/2 [==============================] - 0s 12ms/step >87, 181/693, d1=0.273, d2=0.202 g=2.795 2/2 [==============================] - 0s 11ms/step >87, 182/693, d1=0.466, d2=0.305 g=4.268 2/2 [==============================] - 0s 11ms/step >87, 183/693, d1=0.433, d2=0.315 g=6.713 2/2 [==============================] - 0s 12ms/step >87, 184/693, d1=0.413, d2=0.383 g=4.663 2/2 [==============================] - 0s 13ms/step >87, 185/693, d1=0.256, d2=0.309 g=4.101 2/2 [==============================] - 0s 12ms/step >87, 186/693, d1=0.456, d2=0.236 g=2.544 2/2 [==============================] - 0s 12ms/step >87, 187/693, d1=0.285, d2=0.255 g=3.599 2/2 [==============================] - 0s 12ms/step >87, 188/693, d1=0.393, d2=0.396 g=2.808 2/2 [==============================] - 0s 13ms/step >87, 189/693, d1=0.562, d2=0.305 g=3.982 2/2 [==============================] - 0s 12ms/step >87, 190/693, d1=0.397, d2=0.284 g=4.674 2/2 [==============================] - 0s 13ms/step >87, 191/693, d1=0.366, d2=0.448 g=4.546 2/2 [==============================] - 0s 12ms/step >87, 192/693, d1=0.460, d2=0.397 g=3.506 2/2 [==============================] - 0s 12ms/step >87, 193/693, d1=0.392, d2=0.314 g=5.228 2/2 [==============================] - 0s 12ms/step >87, 194/693, d1=0.525, d2=0.258 g=3.949 2/2 [==============================] - 0s 13ms/step >87, 195/693, d1=0.270, d2=0.286 g=3.846 2/2 [==============================] - 0s 12ms/step >87, 196/693, d1=0.287, d2=0.428 g=4.510 2/2 [==============================] - 0s 12ms/step >87, 197/693, d1=0.314, d2=0.417 g=4.997 2/2 [==============================] - 0s 11ms/step >87, 198/693, d1=0.438, d2=0.271 g=7.789 2/2 [==============================] - 0s 12ms/step >87, 199/693, d1=0.504, d2=0.348 g=6.280 2/2 [==============================] - 0s 13ms/step >87, 200/693, d1=0.499, d2=0.317 g=3.329 2/2 [==============================] - 0s 12ms/step >87, 201/693, d1=0.376, d2=0.325 g=4.582 2/2 [==============================] - 0s 12ms/step >87, 202/693, d1=0.406, d2=0.242 g=5.354 2/2 [==============================] - 0s 12ms/step >87, 203/693, d1=0.265, d2=0.250 g=3.967 2/2 [==============================] - 0s 12ms/step >87, 204/693, d1=0.437, d2=0.383 g=4.165 2/2 [==============================] - 0s 12ms/step >87, 205/693, d1=0.485, d2=0.304 g=4.894 2/2 [==============================] - 0s 13ms/step >87, 206/693, d1=0.333, d2=0.342 g=7.121 2/2 [==============================] - 0s 12ms/step >87, 207/693, d1=0.433, d2=0.322 g=3.179 2/2 [==============================] - 0s 11ms/step >87, 208/693, d1=0.480, d2=0.322 g=3.580 2/2 [==============================] - 0s 12ms/step >87, 209/693, d1=0.246, d2=0.266 g=5.113 2/2 [==============================] - 0s 13ms/step >87, 210/693, d1=0.379, d2=0.317 g=6.505 2/2 [==============================] - 0s 12ms/step >87, 211/693, d1=0.427, d2=0.259 g=6.700 2/2 [==============================] - 0s 12ms/step >87, 212/693, d1=0.466, d2=0.407 g=5.718 2/2 [==============================] - 0s 13ms/step >87, 213/693, d1=0.407, d2=0.215 g=6.493 2/2 [==============================] - 0s 12ms/step >87, 214/693, d1=0.425, d2=0.227 g=3.894 2/2 [==============================] - 0s 13ms/step >87, 215/693, d1=0.487, d2=0.409 g=5.116 2/2 [==============================] - 0s 13ms/step >87, 216/693, d1=0.368, d2=0.308 g=3.385 2/2 [==============================] - 0s 11ms/step >87, 217/693, d1=0.265, d2=0.327 g=4.782 2/2 [==============================] - 0s 12ms/step >87, 218/693, d1=0.289, d2=0.304 g=3.644 2/2 [==============================] - 0s 11ms/step >87, 219/693, d1=0.291, d2=0.274 g=3.120 2/2 [==============================] - 0s 12ms/step >87, 220/693, d1=0.377, d2=0.239 g=3.468 2/2 [==============================] - 0s 12ms/step >87, 221/693, d1=0.500, d2=0.346 g=4.790 2/2 [==============================] - 0s 12ms/step >87, 222/693, d1=0.332, d2=0.312 g=4.773 2/2 [==============================] - 0s 12ms/step >87, 223/693, d1=0.352, d2=0.377 g=5.633 2/2 [==============================] - 0s 12ms/step >87, 224/693, d1=0.289, d2=0.233 g=4.813 2/2 [==============================] - 0s 11ms/step >87, 225/693, d1=0.353, d2=0.327 g=2.361 2/2 [==============================] - 0s 11ms/step >87, 226/693, d1=0.455, d2=0.279 g=3.485 2/2 [==============================] - 0s 13ms/step >87, 227/693, d1=0.471, d2=0.348 g=3.844 2/2 [==============================] - 0s 13ms/step >87, 228/693, d1=0.430, d2=0.335 g=4.243 2/2 [==============================] - 0s 12ms/step >87, 229/693, d1=0.510, d2=0.330 g=4.520 2/2 [==============================] - 0s 12ms/step >87, 230/693, d1=0.270, d2=0.278 g=6.407 2/2 [==============================] - 0s 12ms/step >87, 231/693, d1=0.295, d2=0.331 g=3.594 2/2 [==============================] - 0s 12ms/step >87, 232/693, d1=0.362, d2=0.273 g=4.338 2/2 [==============================] - 0s 11ms/step >87, 233/693, d1=0.345, d2=0.283 g=5.342 2/2 [==============================] - 0s 12ms/step >87, 234/693, d1=0.536, d2=0.299 g=4.042 2/2 [==============================] - 0s 13ms/step >87, 235/693, d1=0.343, d2=0.341 g=4.456 2/2 [==============================] - 0s 14ms/step >87, 236/693, d1=0.383, d2=0.385 g=4.130 2/2 [==============================] - 0s 12ms/step >87, 237/693, d1=0.332, d2=0.349 g=4.026 2/2 [==============================] - 0s 11ms/step >87, 238/693, d1=0.451, d2=0.195 g=3.383 2/2 [==============================] - 0s 11ms/step >87, 239/693, d1=0.493, d2=0.296 g=4.449 2/2 [==============================] - 0s 11ms/step >87, 240/693, d1=0.392, d2=0.266 g=3.354 2/2 [==============================] - 0s 11ms/step >87, 241/693, d1=0.401, d2=0.276 g=3.481 2/2 [==============================] - 0s 11ms/step >87, 242/693, d1=0.391, d2=0.465 g=3.489 2/2 [==============================] - 0s 13ms/step >87, 243/693, d1=0.581, d2=0.309 g=4.901 2/2 [==============================] - 0s 12ms/step >87, 244/693, d1=0.397, d2=0.274 g=3.366 2/2 [==============================] - 0s 12ms/step >87, 245/693, d1=0.331, d2=0.351 g=6.301 2/2 [==============================] - 0s 12ms/step >87, 246/693, d1=0.318, d2=0.493 g=3.290 2/2 [==============================] - 0s 12ms/step >87, 247/693, d1=0.374, d2=0.314 g=4.159 2/2 [==============================] - 0s 11ms/step >87, 248/693, d1=0.343, d2=0.321 g=4.577 2/2 [==============================] - 0s 13ms/step >87, 249/693, d1=0.493, d2=0.271 g=4.727 2/2 [==============================] - 0s 12ms/step >87, 250/693, d1=0.518, d2=0.266 g=6.405 2/2 [==============================] - 0s 12ms/step >87, 251/693, d1=0.360, d2=0.489 g=3.890 2/2 [==============================] - 0s 11ms/step >87, 252/693, d1=0.303, d2=0.243 g=4.859 2/2 [==============================] - 0s 12ms/step >87, 253/693, d1=0.508, d2=0.274 g=4.149 2/2 [==============================] - 0s 13ms/step >87, 254/693, d1=0.378, d2=0.350 g=6.234 2/2 [==============================] - 0s 12ms/step >87, 255/693, d1=0.319, d2=0.354 g=4.491 2/2 [==============================] - 0s 12ms/step >87, 256/693, d1=0.500, d2=0.242 g=5.280 2/2 [==============================] - 0s 12ms/step >87, 257/693, d1=0.225, d2=0.446 g=4.636 2/2 [==============================] - 0s 13ms/step >87, 258/693, d1=0.565, d2=0.369 g=4.242 2/2 [==============================] - 0s 11ms/step >87, 259/693, d1=0.214, d2=0.323 g=5.600 2/2 [==============================] - 0s 13ms/step >87, 260/693, d1=0.535, d2=0.271 g=2.342 2/2 [==============================] - 0s 11ms/step >87, 261/693, d1=0.389, d2=0.383 g=3.118 2/2 [==============================] - 0s 12ms/step >87, 262/693, d1=0.410, d2=0.328 g=4.047 2/2 [==============================] - 0s 11ms/step >87, 263/693, d1=0.423, d2=0.333 g=4.225 2/2 [==============================] - 0s 11ms/step >87, 264/693, d1=0.402, d2=0.287 g=4.182 2/2 [==============================] - 0s 12ms/step >87, 265/693, d1=0.373, d2=0.245 g=4.627 2/2 [==============================] - 0s 11ms/step >87, 266/693, d1=0.447, d2=0.318 g=4.818 2/2 [==============================] - 0s 11ms/step >87, 267/693, d1=0.400, d2=0.330 g=4.828 2/2 [==============================] - 0s 13ms/step >87, 268/693, d1=0.447, d2=0.353 g=4.876 2/2 [==============================] - 0s 12ms/step >87, 269/693, d1=0.289, d2=0.332 g=3.323 2/2 [==============================] - 0s 11ms/step >87, 270/693, d1=0.381, d2=0.334 g=3.941 2/2 [==============================] - 0s 12ms/step >87, 271/693, d1=0.313, d2=0.376 g=2.949 2/2 [==============================] - 0s 12ms/step >87, 272/693, d1=0.375, d2=0.236 g=4.499 2/2 [==============================] - 0s 12ms/step >87, 273/693, d1=0.452, d2=0.229 g=2.480 2/2 [==============================] - 0s 12ms/step >87, 274/693, d1=0.431, d2=0.411 g=5.228 2/2 [==============================] - 0s 12ms/step >87, 275/693, d1=0.401, d2=0.223 g=3.944 2/2 [==============================] - 0s 12ms/step >87, 276/693, d1=0.388, d2=0.332 g=4.974 2/2 [==============================] - 0s 12ms/step >87, 277/693, d1=0.485, d2=0.344 g=4.893 2/2 [==============================] - 0s 13ms/step >87, 278/693, d1=0.353, d2=0.345 g=5.132 2/2 [==============================] - 0s 11ms/step >87, 279/693, d1=0.397, d2=0.292 g=3.563 2/2 [==============================] - 0s 13ms/step >87, 280/693, d1=0.417, d2=0.257 g=3.091 2/2 [==============================] - 0s 13ms/step >87, 281/693, d1=0.360, d2=0.326 g=3.663 2/2 [==============================] - 0s 12ms/step >87, 282/693, d1=0.397, d2=0.326 g=4.225 2/2 [==============================] - 0s 11ms/step >87, 283/693, d1=0.358, d2=0.378 g=4.540 2/2 [==============================] - 0s 12ms/step >87, 284/693, d1=0.344, d2=0.269 g=5.177 2/2 [==============================] - 0s 12ms/step >87, 285/693, d1=0.437, d2=0.313 g=4.633 2/2 [==============================] - 0s 13ms/step >87, 286/693, d1=0.327, d2=0.288 g=2.766 2/2 [==============================] - 0s 13ms/step >87, 287/693, d1=0.442, d2=0.325 g=3.568 2/2 [==============================] - 0s 13ms/step >87, 288/693, d1=0.373, d2=0.382 g=5.316 2/2 [==============================] - 0s 12ms/step >87, 289/693, d1=0.403, d2=0.245 g=3.603 2/2 [==============================] - 0s 12ms/step >87, 290/693, d1=0.463, d2=0.338 g=2.533 2/2 [==============================] - 0s 14ms/step >87, 291/693, d1=0.397, d2=0.368 g=2.519 2/2 [==============================] - 0s 12ms/step >87, 292/693, d1=0.377, d2=0.312 g=3.217 2/2 [==============================] - 0s 12ms/step >87, 293/693, d1=0.484, d2=0.340 g=4.464 2/2 [==============================] - 0s 11ms/step >87, 294/693, d1=0.439, d2=0.283 g=2.892 2/2 [==============================] - 0s 12ms/step >87, 295/693, d1=0.479, d2=0.306 g=5.137 2/2 [==============================] - 0s 12ms/step >87, 296/693, d1=0.379, d2=0.475 g=3.997 2/2 [==============================] - 0s 13ms/step >87, 297/693, d1=0.424, d2=0.345 g=2.926 2/2 [==============================] - 0s 11ms/step >87, 298/693, d1=0.380, d2=0.342 g=5.910 2/2 [==============================] - 0s 12ms/step >87, 299/693, d1=0.413, d2=0.292 g=3.334 2/2 [==============================] - 0s 12ms/step >87, 300/693, d1=0.371, d2=0.353 g=4.582 2/2 [==============================] - 0s 12ms/step >87, 301/693, d1=0.551, d2=0.429 g=3.803 2/2 [==============================] - 0s 12ms/step >87, 302/693, d1=0.407, d2=0.318 g=5.289 2/2 [==============================] - 0s 12ms/step >87, 303/693, d1=0.664, d2=0.291 g=2.860 2/2 [==============================] - 0s 13ms/step >87, 304/693, d1=0.395, d2=0.294 g=2.380 2/2 [==============================] - 0s 13ms/step >87, 305/693, d1=0.301, d2=0.421 g=3.681 2/2 [==============================] - 0s 14ms/step >87, 306/693, d1=0.394, d2=0.239 g=3.233 2/2 [==============================] - 0s 12ms/step >87, 307/693, d1=0.311, d2=0.358 g=5.388 2/2 [==============================] - 0s 12ms/step >87, 308/693, d1=0.400, d2=0.390 g=3.704 2/2 [==============================] - 0s 12ms/step >87, 309/693, d1=0.449, d2=0.403 g=3.986 2/2 [==============================] - 0s 13ms/step >87, 310/693, d1=0.316, d2=0.243 g=3.332 2/2 [==============================] - 0s 15ms/step >87, 311/693, d1=0.485, d2=0.291 g=3.263 2/2 [==============================] - 0s 12ms/step >87, 312/693, d1=0.376, d2=0.334 g=4.596 2/2 [==============================] - 0s 11ms/step >87, 313/693, d1=0.259, d2=0.373 g=4.607 2/2 [==============================] - 0s 13ms/step >87, 314/693, d1=0.372, d2=0.331 g=2.481 2/2 [==============================] - 0s 12ms/step >87, 315/693, d1=0.386, d2=0.268 g=4.350 2/2 [==============================] - 0s 13ms/step >87, 316/693, d1=0.418, d2=0.315 g=5.897 2/2 [==============================] - 0s 14ms/step >87, 317/693, d1=0.405, d2=0.343 g=6.538 2/2 [==============================] - 0s 11ms/step >87, 318/693, d1=0.689, d2=0.438 g=3.942 2/2 [==============================] - 0s 12ms/step >87, 319/693, d1=0.308, d2=0.259 g=4.687 2/2 [==============================] - 0s 13ms/step >87, 320/693, d1=0.370, d2=0.342 g=3.945 2/2 [==============================] - 0s 12ms/step >87, 321/693, d1=0.463, d2=0.414 g=4.259 2/2 [==============================] - 0s 13ms/step >87, 322/693, d1=0.356, d2=0.296 g=4.164 2/2 [==============================] - 0s 12ms/step >87, 323/693, d1=0.247, d2=0.290 g=3.653 2/2 [==============================] - 0s 11ms/step >87, 324/693, d1=0.420, d2=0.329 g=6.553 2/2 [==============================] - 0s 12ms/step >87, 325/693, d1=0.508, d2=0.334 g=3.338 2/2 [==============================] - 0s 12ms/step >87, 326/693, d1=0.420, d2=0.331 g=5.322 2/2 [==============================] - 0s 15ms/step >87, 327/693, d1=0.451, d2=0.447 g=5.884 2/2 [==============================] - 0s 12ms/step >87, 328/693, d1=0.544, d2=0.280 g=4.782 2/2 [==============================] - 0s 12ms/step >87, 329/693, d1=0.378, d2=0.285 g=4.877 2/2 [==============================] - 0s 11ms/step >87, 330/693, d1=0.246, d2=0.310 g=4.017 2/2 [==============================] - 0s 12ms/step >87, 331/693, d1=0.328, d2=0.342 g=3.927 2/2 [==============================] - 0s 11ms/step >87, 332/693, d1=0.423, d2=0.280 g=3.608 2/2 [==============================] - 0s 12ms/step >87, 333/693, d1=0.248, d2=0.285 g=4.723 2/2 [==============================] - 0s 11ms/step >87, 334/693, d1=0.326, d2=0.264 g=3.624 2/2 [==============================] - 0s 12ms/step >87, 335/693, d1=0.364, d2=0.323 g=3.717 2/2 [==============================] - 0s 11ms/step >87, 336/693, d1=0.446, d2=0.495 g=4.824 2/2 [==============================] - 0s 12ms/step >87, 337/693, d1=0.451, d2=0.254 g=5.821 2/2 [==============================] - 0s 11ms/step >87, 338/693, d1=0.570, d2=0.297 g=2.001 2/2 [==============================] - 0s 12ms/step >87, 339/693, d1=0.527, d2=0.356 g=3.640 2/2 [==============================] - 0s 11ms/step >87, 340/693, d1=0.398, d2=0.345 g=4.759 2/2 [==============================] - 0s 11ms/step >87, 341/693, d1=0.417, d2=0.277 g=6.056 2/2 [==============================] - 0s 12ms/step >87, 342/693, d1=0.305, d2=0.340 g=4.500 2/2 [==============================] - 0s 11ms/step >87, 343/693, d1=0.458, d2=0.280 g=5.468 2/2 [==============================] - 0s 12ms/step >87, 344/693, d1=0.418, d2=0.332 g=5.673 2/2 [==============================] - 0s 12ms/step >87, 345/693, d1=0.357, d2=0.288 g=3.607 2/2 [==============================] - 0s 12ms/step >87, 346/693, d1=0.335, d2=0.330 g=3.330 2/2 [==============================] - 0s 13ms/step >87, 347/693, d1=0.284, d2=0.305 g=8.164 2/2 [==============================] - 0s 12ms/step >87, 348/693, d1=0.376, d2=0.368 g=3.518 2/2 [==============================] - 0s 11ms/step >87, 349/693, d1=0.403, d2=0.310 g=2.573 2/2 [==============================] - 0s 11ms/step >87, 350/693, d1=0.457, d2=0.283 g=5.373 2/2 [==============================] - 0s 12ms/step >87, 351/693, d1=0.388, d2=0.310 g=5.000 2/2 [==============================] - 0s 11ms/step >87, 352/693, d1=0.232, d2=0.319 g=4.058 2/2 [==============================] - 0s 12ms/step >87, 353/693, d1=0.524, d2=0.277 g=4.798 2/2 [==============================] - 0s 11ms/step >87, 354/693, d1=0.368, d2=0.395 g=4.721 2/2 [==============================] - 0s 13ms/step >87, 355/693, d1=0.387, d2=0.321 g=8.337 2/2 [==============================] - 0s 13ms/step >87, 356/693, d1=0.481, d2=0.303 g=5.249 2/2 [==============================] - 0s 14ms/step >87, 357/693, d1=0.471, d2=0.265 g=4.304 2/2 [==============================] - 0s 12ms/step >87, 358/693, d1=0.331, d2=0.301 g=4.533 2/2 [==============================] - 0s 12ms/step >87, 359/693, d1=0.580, d2=0.423 g=4.561 2/2 [==============================] - 0s 11ms/step >87, 360/693, d1=0.621, d2=0.346 g=3.767 2/2 [==============================] - 0s 11ms/step >87, 361/693, d1=0.557, d2=0.340 g=4.188 2/2 [==============================] - 0s 12ms/step >87, 362/693, d1=0.347, d2=0.286 g=5.279 2/2 [==============================] - 0s 12ms/step >87, 363/693, d1=0.328, d2=0.289 g=3.930 2/2 [==============================] - 0s 12ms/step >87, 364/693, d1=0.362, d2=0.352 g=5.065 2/2 [==============================] - 0s 12ms/step >87, 365/693, d1=0.413, d2=0.330 g=3.972 2/2 [==============================] - 0s 12ms/step >87, 366/693, d1=0.400, d2=0.368 g=4.464 2/2 [==============================] - 0s 13ms/step >87, 367/693, d1=0.448, d2=0.540 g=2.958 2/2 [==============================] - 0s 12ms/step >87, 368/693, d1=0.441, d2=0.316 g=3.962 2/2 [==============================] - 0s 11ms/step >87, 369/693, d1=0.333, d2=0.305 g=5.547 2/2 [==============================] - 0s 12ms/step >87, 370/693, d1=0.419, d2=0.288 g=6.280 2/2 [==============================] - 0s 12ms/step >87, 371/693, d1=0.318, d2=0.258 g=7.005 2/2 [==============================] - 0s 12ms/step >87, 372/693, d1=0.253, d2=0.294 g=6.387 2/2 [==============================] - 0s 12ms/step >87, 373/693, d1=0.338, d2=0.224 g=5.699 2/2 [==============================] - 0s 12ms/step >87, 374/693, d1=0.419, d2=0.368 g=4.637 2/2 [==============================] - 0s 13ms/step >87, 375/693, d1=0.258, d2=0.418 g=4.607 2/2 [==============================] - 0s 11ms/step >87, 376/693, d1=0.305, d2=0.280 g=5.847 2/2 [==============================] - 0s 12ms/step >87, 377/693, d1=0.428, d2=0.289 g=5.429 2/2 [==============================] - 0s 13ms/step >87, 378/693, d1=0.389, d2=0.345 g=5.526 2/2 [==============================] - 0s 13ms/step >87, 379/693, d1=0.402, d2=0.289 g=6.540 2/2 [==============================] - 0s 12ms/step >87, 380/693, d1=0.463, d2=0.371 g=2.867 2/2 [==============================] - 0s 12ms/step >87, 381/693, d1=0.248, d2=0.344 g=3.543 2/2 [==============================] - 0s 12ms/step >87, 382/693, d1=0.496, d2=0.301 g=3.987 2/2 [==============================] - 0s 13ms/step >87, 383/693, d1=0.414, d2=0.357 g=3.637 2/2 [==============================] - 0s 12ms/step >87, 384/693, d1=0.311, d2=0.282 g=4.151 2/2 [==============================] - 0s 12ms/step >87, 385/693, d1=0.306, d2=0.329 g=4.047 2/2 [==============================] - 0s 12ms/step >87, 386/693, d1=0.537, d2=0.274 g=2.450 2/2 [==============================] - 0s 12ms/step >87, 387/693, d1=0.405, d2=0.294 g=3.795 2/2 [==============================] - 0s 14ms/step >87, 388/693, d1=0.326, d2=0.279 g=4.646 2/2 [==============================] - 0s 11ms/step >87, 389/693, d1=0.355, d2=0.280 g=5.031 2/2 [==============================] - 0s 11ms/step >87, 390/693, d1=0.349, d2=0.376 g=6.252 2/2 [==============================] - 0s 12ms/step >87, 391/693, d1=0.494, d2=0.263 g=5.083 2/2 [==============================] - 0s 13ms/step >87, 392/693, d1=0.378, d2=0.247 g=3.617 2/2 [==============================] - 0s 11ms/step >87, 393/693, d1=0.419, d2=0.444 g=3.691 2/2 [==============================] - 0s 12ms/step >87, 394/693, d1=0.319, d2=0.265 g=4.148 2/2 [==============================] - 0s 12ms/step >87, 395/693, d1=0.392, d2=0.330 g=5.509 2/2 [==============================] - 0s 12ms/step >87, 396/693, d1=0.578, d2=0.358 g=3.653 2/2 [==============================] - 0s 12ms/step >87, 397/693, d1=0.336, d2=0.335 g=5.428 2/2 [==============================] - 0s 12ms/step >87, 398/693, d1=0.416, d2=0.324 g=3.987 2/2 [==============================] - 0s 12ms/step >87, 399/693, d1=0.529, d2=0.312 g=4.055 2/2 [==============================] - 0s 13ms/step >87, 400/693, d1=0.306, d2=0.255 g=3.472 2/2 [==============================] - 0s 11ms/step >87, 401/693, d1=0.348, d2=0.288 g=4.452 2/2 [==============================] - 0s 11ms/step >87, 402/693, d1=0.310, d2=0.317 g=5.649 2/2 [==============================] - 0s 12ms/step >87, 403/693, d1=0.370, d2=0.299 g=3.659 2/2 [==============================] - 0s 13ms/step >87, 404/693, d1=0.291, d2=0.314 g=5.217 2/2 [==============================] - 0s 14ms/step >87, 405/693, d1=0.387, d2=0.358 g=4.575 2/2 [==============================] - 0s 11ms/step >87, 406/693, d1=0.338, d2=0.353 g=4.934 2/2 [==============================] - 0s 12ms/step >87, 407/693, d1=0.388, d2=0.399 g=7.176 2/2 [==============================] - 0s 11ms/step >87, 408/693, d1=0.658, d2=0.208 g=3.178 2/2 [==============================] - 0s 12ms/step >87, 409/693, d1=0.456, d2=0.301 g=5.072 2/2 [==============================] - 0s 13ms/step >87, 410/693, d1=0.274, d2=0.413 g=6.140 2/2 [==============================] - 0s 12ms/step >87, 411/693, d1=0.443, d2=0.249 g=3.297 2/2 [==============================] - 0s 12ms/step >87, 412/693, d1=0.379, d2=0.240 g=7.727 2/2 [==============================] - 0s 12ms/step >87, 413/693, d1=0.410, d2=0.417 g=3.799 2/2 [==============================] - 0s 11ms/step >87, 414/693, d1=0.252, d2=0.297 g=3.993 2/2 [==============================] - 0s 14ms/step >87, 415/693, d1=0.452, d2=0.382 g=2.734 2/2 [==============================] - 0s 12ms/step >87, 416/693, d1=0.479, d2=0.379 g=3.648 2/2 [==============================] - 0s 12ms/step >87, 417/693, d1=0.463, d2=0.316 g=3.364 2/2 [==============================] - 0s 11ms/step >87, 418/693, d1=0.259, d2=0.320 g=3.891 2/2 [==============================] - 0s 11ms/step >87, 419/693, d1=0.388, d2=0.291 g=2.872 2/2 [==============================] - 0s 11ms/step >87, 420/693, d1=0.387, d2=0.373 g=6.558 2/2 [==============================] - 0s 12ms/step >87, 421/693, d1=0.364, d2=0.336 g=5.013 2/2 [==============================] - 0s 12ms/step >87, 422/693, d1=0.427, d2=0.313 g=3.724 2/2 [==============================] - 0s 11ms/step >87, 423/693, d1=0.359, d2=0.254 g=5.291 2/2 [==============================] - 0s 12ms/step >87, 424/693, d1=0.301, d2=0.301 g=4.527 2/2 [==============================] - 0s 12ms/step >87, 425/693, d1=0.427, d2=0.407 g=6.540 2/2 [==============================] - 0s 12ms/step >87, 426/693, d1=0.349, d2=0.417 g=4.861 2/2 [==============================] - 0s 12ms/step >87, 427/693, d1=0.673, d2=0.282 g=4.233 2/2 [==============================] - 0s 11ms/step >87, 428/693, d1=0.384, d2=0.261 g=4.444 2/2 [==============================] - 0s 12ms/step >87, 429/693, d1=0.340, d2=0.325 g=4.953 2/2 [==============================] - 0s 13ms/step >87, 430/693, d1=0.292, d2=0.353 g=6.374 2/2 [==============================] - 0s 11ms/step >87, 431/693, d1=0.342, d2=0.214 g=4.003 2/2 [==============================] - 0s 12ms/step >87, 432/693, d1=0.345, d2=0.291 g=5.884 2/2 [==============================] - 0s 12ms/step >87, 433/693, d1=0.354, d2=0.285 g=6.648 2/2 [==============================] - 0s 13ms/step >87, 434/693, d1=0.425, d2=0.351 g=4.525 2/2 [==============================] - 0s 12ms/step >87, 435/693, d1=0.518, d2=0.343 g=5.269 2/2 [==============================] - 0s 13ms/step >87, 436/693, d1=0.523, d2=0.495 g=5.858 2/2 [==============================] - 0s 12ms/step >87, 437/693, d1=0.292, d2=0.229 g=5.283 2/2 [==============================] - 0s 12ms/step >87, 438/693, d1=0.306, d2=0.350 g=7.347 2/2 [==============================] - 0s 12ms/step >87, 439/693, d1=0.532, d2=0.393 g=4.885 2/2 [==============================] - 0s 12ms/step >87, 440/693, d1=0.370, d2=0.378 g=3.379 2/2 [==============================] - 0s 11ms/step >87, 441/693, d1=0.348, d2=0.279 g=5.315 2/2 [==============================] - 0s 12ms/step >87, 442/693, d1=0.357, d2=0.279 g=5.545 2/2 [==============================] - 0s 12ms/step >87, 443/693, d1=0.363, d2=0.491 g=4.997 2/2 [==============================] - 0s 13ms/step >87, 444/693, d1=0.366, d2=0.275 g=2.623 2/2 [==============================] - 0s 13ms/step >87, 445/693, d1=0.469, d2=0.328 g=3.333 2/2 [==============================] - 0s 11ms/step >87, 446/693, d1=0.339, d2=0.319 g=4.192 2/2 [==============================] - 0s 12ms/step >87, 447/693, d1=0.460, d2=0.287 g=2.698 2/2 [==============================] - 0s 11ms/step >87, 448/693, d1=0.335, d2=0.409 g=3.686 2/2 [==============================] - 0s 12ms/step >87, 449/693, d1=0.573, d2=0.304 g=3.678 2/2 [==============================] - 0s 12ms/step >87, 450/693, d1=0.462, d2=0.320 g=2.630 2/2 [==============================] - 0s 12ms/step >87, 451/693, d1=0.275, d2=0.434 g=5.098 2/2 [==============================] - 0s 12ms/step >87, 452/693, d1=0.421, d2=0.247 g=7.627 2/2 [==============================] - 0s 12ms/step >87, 453/693, d1=0.433, d2=0.407 g=3.964 2/2 [==============================] - 0s 12ms/step >87, 454/693, d1=0.483, d2=0.346 g=4.265 2/2 [==============================] - 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0s 12ms/step >87, 565/693, d1=0.404, d2=0.336 g=3.605 2/2 [==============================] - 0s 12ms/step >87, 566/693, d1=0.333, d2=0.278 g=2.548 2/2 [==============================] - 0s 13ms/step >87, 567/693, d1=0.566, d2=0.258 g=3.014 2/2 [==============================] - 0s 12ms/step >87, 568/693, d1=0.287, d2=0.274 g=3.498 2/2 [==============================] - 0s 11ms/step >87, 569/693, d1=0.366, d2=0.286 g=5.131 2/2 [==============================] - 0s 12ms/step >87, 570/693, d1=0.276, d2=0.411 g=5.670 2/2 [==============================] - 0s 12ms/step >87, 571/693, d1=0.447, d2=0.278 g=7.149 2/2 [==============================] - 0s 12ms/step >87, 572/693, d1=0.510, d2=0.254 g=5.135 2/2 [==============================] - 0s 12ms/step >87, 573/693, d1=0.464, d2=0.356 g=2.608 2/2 [==============================] - 0s 12ms/step >87, 574/693, d1=0.347, d2=0.431 g=3.578 2/2 [==============================] - 0s 12ms/step >87, 575/693, d1=0.335, d2=0.337 g=4.168 2/2 [==============================] - 0s 12ms/step >87, 576/693, d1=0.359, d2=0.370 g=2.543 2/2 [==============================] - 0s 12ms/step >87, 577/693, d1=0.335, d2=0.297 g=6.018 2/2 [==============================] - 0s 11ms/step >87, 578/693, d1=0.594, d2=0.307 g=4.743 2/2 [==============================] - 0s 12ms/step >87, 579/693, d1=0.475, d2=0.273 g=6.708 2/2 [==============================] - 0s 11ms/step >87, 580/693, d1=0.385, d2=0.297 g=3.878 2/2 [==============================] - 0s 13ms/step >87, 581/693, d1=0.341, d2=0.523 g=3.966 2/2 [==============================] - 0s 11ms/step >87, 582/693, d1=0.422, d2=0.318 g=6.375 2/2 [==============================] - 0s 13ms/step >87, 583/693, d1=0.515, d2=0.305 g=4.378 2/2 [==============================] - 0s 11ms/step >87, 584/693, d1=0.417, d2=0.324 g=2.744 2/2 [==============================] - 0s 13ms/step >87, 585/693, d1=0.350, d2=0.292 g=3.800 2/2 [==============================] - 0s 11ms/step >87, 586/693, d1=0.406, d2=0.358 g=3.809 2/2 [==============================] - 0s 12ms/step >87, 587/693, d1=0.406, d2=0.362 g=5.523 2/2 [==============================] - 0s 11ms/step >87, 588/693, d1=0.398, d2=0.326 g=5.796 2/2 [==============================] - 0s 14ms/step >87, 589/693, d1=0.247, d2=0.346 g=3.586 2/2 [==============================] - 0s 12ms/step >87, 590/693, d1=0.370, d2=0.206 g=5.427 2/2 [==============================] - 0s 12ms/step >87, 591/693, d1=0.354, d2=0.351 g=6.401 2/2 [==============================] - 0s 13ms/step >87, 592/693, d1=0.422, d2=0.326 g=3.572 2/2 [==============================] - 0s 12ms/step >87, 593/693, d1=0.301, d2=0.263 g=4.416 2/2 [==============================] - 0s 11ms/step >87, 594/693, d1=0.486, d2=0.263 g=4.830 2/2 [==============================] - 0s 13ms/step >87, 595/693, d1=0.414, d2=0.304 g=4.955 2/2 [==============================] - 0s 11ms/step >87, 596/693, d1=0.555, d2=0.369 g=4.514 2/2 [==============================] - 0s 11ms/step >87, 597/693, d1=0.342, d2=0.427 g=3.548 2/2 [==============================] - 0s 12ms/step >87, 598/693, d1=0.299, d2=0.318 g=4.470 2/2 [==============================] - 0s 14ms/step >87, 599/693, d1=0.260, d2=0.279 g=7.052 2/2 [==============================] - 0s 15ms/step >87, 600/693, d1=0.502, d2=0.328 g=6.699 2/2 [==============================] - 0s 12ms/step >87, 601/693, d1=0.368, d2=0.320 g=4.132 2/2 [==============================] - 0s 11ms/step >87, 602/693, d1=0.432, d2=0.322 g=6.323 2/2 [==============================] - 0s 11ms/step >87, 603/693, d1=0.359, d2=0.324 g=4.280 2/2 [==============================] - 0s 13ms/step >87, 604/693, d1=0.402, d2=0.220 g=4.928 2/2 [==============================] - 0s 14ms/step >87, 605/693, d1=0.368, d2=0.415 g=3.916 2/2 [==============================] - 0s 12ms/step >87, 606/693, d1=0.442, d2=0.476 g=4.176 2/2 [==============================] - 0s 11ms/step >87, 607/693, d1=0.558, d2=0.315 g=3.953 2/2 [==============================] - 0s 12ms/step >87, 608/693, d1=0.506, d2=0.321 g=4.145 2/2 [==============================] - 0s 14ms/step >87, 609/693, d1=0.439, d2=0.430 g=5.988 2/2 [==============================] - 0s 12ms/step >87, 610/693, d1=0.393, d2=0.307 g=6.828 2/2 [==============================] - 0s 11ms/step >87, 611/693, d1=0.363, d2=0.350 g=3.045 2/2 [==============================] - 0s 13ms/step >87, 612/693, d1=0.415, d2=0.261 g=5.061 2/2 [==============================] - 0s 12ms/step >87, 613/693, d1=0.279, d2=0.370 g=5.289 2/2 [==============================] - 0s 12ms/step >87, 614/693, d1=0.461, d2=0.248 g=3.812 2/2 [==============================] - 0s 12ms/step >87, 615/693, d1=0.356, d2=0.334 g=2.999 2/2 [==============================] - 0s 12ms/step >87, 616/693, d1=0.470, d2=0.352 g=2.866 2/2 [==============================] - 0s 13ms/step >87, 617/693, d1=0.383, d2=0.497 g=4.222 2/2 [==============================] - 0s 13ms/step >87, 618/693, d1=0.383, d2=0.306 g=4.402 2/2 [==============================] - 0s 13ms/step >87, 619/693, d1=0.319, d2=0.275 g=7.253 2/2 [==============================] - 0s 11ms/step >87, 620/693, d1=0.408, d2=0.360 g=5.017 2/2 [==============================] - 0s 12ms/step >87, 621/693, d1=0.369, d2=0.397 g=4.238 2/2 [==============================] - 0s 12ms/step >87, 622/693, d1=0.389, d2=0.273 g=3.094 2/2 [==============================] - 0s 13ms/step >87, 623/693, d1=0.406, d2=0.241 g=5.855 2/2 [==============================] - 0s 13ms/step >87, 624/693, d1=0.337, d2=0.259 g=4.634 2/2 [==============================] - 0s 12ms/step >87, 625/693, d1=0.459, d2=0.392 g=3.568 2/2 [==============================] - 0s 12ms/step >87, 626/693, d1=0.478, d2=0.423 g=4.800 2/2 [==============================] - 0s 12ms/step >87, 627/693, d1=0.553, d2=0.242 g=5.708 2/2 [==============================] - 0s 11ms/step >87, 628/693, d1=0.350, d2=0.312 g=2.848 2/2 [==============================] - 0s 13ms/step >87, 629/693, d1=0.387, d2=0.271 g=4.367 2/2 [==============================] - 0s 13ms/step >87, 630/693, d1=0.450, d2=0.295 g=4.008 2/2 [==============================] - 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0s 11ms/step >87, 653/693, d1=0.341, d2=0.267 g=3.429 2/2 [==============================] - 0s 12ms/step >87, 654/693, d1=0.399, d2=0.327 g=5.019 2/2 [==============================] - 0s 12ms/step >87, 655/693, d1=0.365, d2=0.425 g=5.118 2/2 [==============================] - 0s 13ms/step >87, 656/693, d1=0.488, d2=0.248 g=4.717 2/2 [==============================] - 0s 11ms/step >87, 657/693, d1=0.493, d2=0.313 g=3.839 2/2 [==============================] - 0s 12ms/step >87, 658/693, d1=0.382, d2=0.324 g=4.163 2/2 [==============================] - 0s 12ms/step >87, 659/693, d1=0.347, d2=0.365 g=4.749 2/2 [==============================] - 0s 13ms/step >87, 660/693, d1=0.510, d2=0.327 g=6.861 2/2 [==============================] - 0s 12ms/step >87, 661/693, d1=0.354, d2=0.401 g=5.165 2/2 [==============================] - 0s 13ms/step >87, 662/693, d1=0.495, d2=0.298 g=3.748 2/2 [==============================] - 0s 11ms/step >87, 663/693, d1=0.392, d2=0.321 g=5.422 2/2 [==============================] - 0s 12ms/step >87, 664/693, d1=0.430, d2=0.260 g=3.947 2/2 [==============================] - 0s 12ms/step >87, 665/693, d1=0.267, d2=0.246 g=3.523 2/2 [==============================] - 0s 12ms/step >87, 666/693, d1=0.469, d2=0.313 g=3.391 2/2 [==============================] - 0s 13ms/step >87, 667/693, d1=0.317, d2=0.311 g=5.630 2/2 [==============================] - 0s 12ms/step >87, 668/693, d1=0.338, d2=0.427 g=2.845 2/2 [==============================] - 0s 11ms/step >87, 669/693, d1=0.580, d2=0.329 g=5.778 2/2 [==============================] - 0s 12ms/step >87, 670/693, d1=0.391, d2=0.405 g=4.763 2/2 [==============================] - 0s 12ms/step >87, 671/693, d1=0.225, d2=0.346 g=5.436 2/2 [==============================] - 0s 13ms/step >87, 672/693, d1=0.580, d2=0.325 g=4.834 2/2 [==============================] - 0s 11ms/step >87, 673/693, d1=0.426, d2=0.244 g=2.796 2/2 [==============================] - 0s 11ms/step >87, 674/693, d1=0.369, d2=0.283 g=5.287 2/2 [==============================] - 0s 13ms/step >87, 675/693, d1=0.337, d2=0.292 g=4.351 2/2 [==============================] - 0s 11ms/step >87, 676/693, d1=0.342, d2=0.436 g=3.076 2/2 [==============================] - 0s 11ms/step >87, 677/693, d1=0.428, d2=0.271 g=6.769 2/2 [==============================] - 0s 13ms/step >87, 678/693, d1=0.476, d2=0.371 g=2.923 2/2 [==============================] - 0s 14ms/step >87, 679/693, d1=0.461, d2=0.312 g=3.795 2/2 [==============================] - 0s 14ms/step >87, 680/693, d1=0.407, d2=0.282 g=3.266 2/2 [==============================] - 0s 12ms/step >87, 681/693, d1=0.554, d2=0.368 g=5.447 2/2 [==============================] - 0s 14ms/step >87, 682/693, d1=0.365, d2=0.469 g=6.469 2/2 [==============================] - 0s 12ms/step >87, 683/693, d1=0.466, d2=0.343 g=3.371 2/2 [==============================] - 0s 12ms/step >87, 684/693, d1=0.258, d2=0.355 g=4.294 2/2 [==============================] - 0s 13ms/step >87, 685/693, d1=0.348, d2=0.291 g=4.680 2/2 [==============================] - 0s 13ms/step >87, 686/693, d1=0.462, d2=0.330 g=5.220 2/2 [==============================] - 0s 12ms/step >87, 687/693, d1=0.469, d2=0.270 g=6.250 2/2 [==============================] - 0s 11ms/step >87, 688/693, d1=0.332, d2=0.396 g=4.899 2/2 [==============================] - 0s 11ms/step >87, 689/693, d1=0.355, d2=0.297 g=5.411 2/2 [==============================] - 0s 11ms/step >87, 690/693, d1=0.338, d2=0.337 g=6.048 2/2 [==============================] - 0s 13ms/step >87, 691/693, d1=0.362, d2=0.370 g=2.816 2/2 [==============================] - 0s 13ms/step >87, 692/693, d1=0.352, d2=0.342 g=4.345 2/2 [==============================] - 0s 12ms/step >87, 693/693, d1=0.370, d2=0.269 g=4.255 2/2 [==============================] - 0s 13ms/step >88, 1/693, d1=0.434, d2=0.246 g=5.589 2/2 [==============================] - 0s 11ms/step >88, 2/693, d1=0.343, d2=0.496 g=3.355 2/2 [==============================] - 0s 13ms/step >88, 3/693, d1=0.400, d2=0.353 g=3.858 2/2 [==============================] - 0s 12ms/step >88, 4/693, d1=0.443, d2=0.282 g=4.380 2/2 [==============================] - 0s 12ms/step >88, 5/693, d1=0.476, d2=0.319 g=4.365 2/2 [==============================] - 0s 12ms/step >88, 6/693, d1=0.417, d2=0.304 g=4.113 2/2 [==============================] - 0s 14ms/step >88, 7/693, d1=0.382, d2=0.315 g=5.266 2/2 [==============================] - 0s 12ms/step >88, 8/693, d1=0.288, d2=0.366 g=5.005 2/2 [==============================] - 0s 13ms/step >88, 9/693, d1=0.442, d2=0.254 g=1.862 2/2 [==============================] - 0s 12ms/step >88, 10/693, d1=0.382, d2=0.245 g=4.120 2/2 [==============================] - 0s 12ms/step >88, 11/693, d1=0.407, d2=0.434 g=3.721 2/2 [==============================] - 0s 11ms/step >88, 12/693, d1=0.387, d2=0.406 g=3.253 2/2 [==============================] - 0s 11ms/step >88, 13/693, d1=0.270, d2=0.275 g=4.860 2/2 [==============================] - 0s 13ms/step >88, 14/693, d1=0.358, d2=0.320 g=4.665 2/2 [==============================] - 0s 13ms/step >88, 15/693, d1=0.389, d2=0.402 g=5.524 2/2 [==============================] - 0s 12ms/step >88, 16/693, d1=0.467, d2=0.267 g=4.481 2/2 [==============================] - 0s 12ms/step >88, 17/693, d1=0.361, d2=0.324 g=3.448 2/2 [==============================] - 0s 13ms/step >88, 18/693, d1=0.432, d2=0.300 g=4.729 2/2 [==============================] - 0s 14ms/step >88, 19/693, d1=0.472, d2=0.248 g=4.834 2/2 [==============================] - 0s 12ms/step >88, 20/693, d1=0.258, d2=0.353 g=4.401 2/2 [==============================] - 0s 11ms/step >88, 21/693, d1=0.439, d2=0.477 g=6.261 2/2 [==============================] - 0s 13ms/step >88, 22/693, d1=0.386, d2=0.236 g=4.111 2/2 [==============================] - 0s 13ms/step >88, 23/693, d1=0.472, d2=0.243 g=5.574 2/2 [==============================] - 0s 12ms/step >88, 24/693, d1=0.433, d2=0.277 g=5.156 2/2 [==============================] - 0s 13ms/step >88, 25/693, d1=0.307, d2=0.276 g=3.924 2/2 [==============================] - 0s 12ms/step >88, 26/693, d1=0.448, d2=0.282 g=3.062 2/2 [==============================] - 0s 12ms/step >88, 27/693, d1=0.348, d2=0.415 g=5.457 2/2 [==============================] - 0s 12ms/step >88, 28/693, d1=0.389, d2=0.351 g=3.272 2/2 [==============================] - 0s 12ms/step >88, 29/693, d1=0.283, d2=0.422 g=4.648 2/2 [==============================] - 0s 12ms/step >88, 30/693, d1=0.424, d2=0.320 g=3.908 2/2 [==============================] - 0s 12ms/step >88, 31/693, d1=0.494, d2=0.297 g=3.679 2/2 [==============================] - 0s 12ms/step >88, 32/693, d1=0.601, d2=0.342 g=5.493 2/2 [==============================] - 0s 12ms/step >88, 33/693, d1=0.333, d2=0.398 g=3.845 2/2 [==============================] - 0s 14ms/step >88, 34/693, d1=0.388, d2=0.412 g=9.301 2/2 [==============================] - 0s 13ms/step >88, 35/693, d1=0.550, d2=0.299 g=4.124 2/2 [==============================] - 0s 13ms/step >88, 36/693, d1=0.255, d2=0.354 g=6.097 2/2 [==============================] - 0s 12ms/step >88, 37/693, d1=0.463, d2=0.257 g=4.599 2/2 [==============================] - 0s 12ms/step >88, 38/693, d1=0.313, d2=0.298 g=3.585 2/2 [==============================] - 0s 12ms/step >88, 39/693, d1=0.274, d2=0.367 g=3.953 2/2 [==============================] - 0s 11ms/step >88, 40/693, d1=0.364, d2=0.319 g=1.966 2/2 [==============================] - 0s 12ms/step >88, 41/693, d1=0.523, d2=0.215 g=5.996 2/2 [==============================] - 0s 12ms/step >88, 42/693, d1=0.422, d2=0.462 g=5.324 2/2 [==============================] - 0s 12ms/step >88, 43/693, d1=0.401, d2=0.307 g=5.218 2/2 [==============================] - 0s 11ms/step >88, 44/693, d1=0.415, d2=0.397 g=5.631 2/2 [==============================] - 0s 11ms/step >88, 45/693, d1=0.335, d2=0.293 g=8.210 2/2 [==============================] - 0s 12ms/step >88, 46/693, d1=0.450, d2=0.311 g=2.470 2/2 [==============================] - 0s 12ms/step >88, 47/693, d1=0.292, d2=0.339 g=3.494 2/2 [==============================] - 0s 11ms/step >88, 48/693, d1=0.425, d2=0.429 g=4.190 2/2 [==============================] - 0s 12ms/step >88, 49/693, d1=0.236, d2=0.266 g=7.579 2/2 [==============================] - 0s 12ms/step >88, 50/693, d1=0.504, d2=0.217 g=4.435 2/2 [==============================] - 0s 13ms/step >88, 51/693, d1=0.384, d2=0.377 g=3.538 2/2 [==============================] - 0s 11ms/step >88, 52/693, d1=0.506, d2=0.386 g=3.813 2/2 [==============================] - 0s 13ms/step >88, 53/693, d1=0.347, d2=0.375 g=3.449 2/2 [==============================] - 0s 13ms/step >88, 54/693, d1=0.511, d2=0.339 g=3.803 2/2 [==============================] - 0s 11ms/step >88, 55/693, d1=0.480, d2=0.286 g=5.703 2/2 [==============================] - 0s 13ms/step >88, 56/693, d1=0.529, d2=0.295 g=4.691 2/2 [==============================] - 0s 12ms/step >88, 57/693, d1=0.340, d2=0.382 g=4.621 2/2 [==============================] - 0s 11ms/step >88, 58/693, d1=0.383, d2=0.313 g=4.500 2/2 [==============================] - 0s 12ms/step >88, 59/693, d1=0.494, d2=0.238 g=4.051 2/2 [==============================] - 0s 12ms/step >88, 60/693, d1=0.350, d2=0.261 g=3.607 2/2 [==============================] - 0s 13ms/step >88, 61/693, d1=0.372, d2=0.301 g=5.653 2/2 [==============================] - 0s 13ms/step >88, 62/693, d1=0.475, d2=0.449 g=6.408 2/2 [==============================] - 0s 12ms/step >88, 63/693, d1=0.430, d2=0.344 g=2.629 2/2 [==============================] - 0s 12ms/step >88, 64/693, d1=0.319, d2=0.394 g=5.210 2/2 [==============================] - 0s 12ms/step >88, 65/693, d1=0.378, d2=0.349 g=4.709 2/2 [==============================] - 0s 11ms/step >88, 66/693, d1=0.365, d2=0.303 g=2.297 2/2 [==============================] - 0s 12ms/step >88, 67/693, d1=0.324, d2=0.387 g=3.071 2/2 [==============================] - 0s 12ms/step >88, 68/693, d1=0.294, d2=0.287 g=5.542 2/2 [==============================] - 0s 14ms/step >88, 69/693, d1=0.400, d2=0.345 g=4.070 2/2 [==============================] - 0s 13ms/step >88, 70/693, d1=0.400, d2=0.308 g=3.576 2/2 [==============================] - 0s 11ms/step >88, 71/693, d1=0.272, d2=0.421 g=5.219 2/2 [==============================] - 0s 13ms/step >88, 72/693, d1=0.379, d2=0.254 g=3.710 2/2 [==============================] - 0s 11ms/step >88, 73/693, d1=0.461, d2=0.257 g=4.061 2/2 [==============================] - 0s 12ms/step >88, 74/693, d1=0.537, d2=0.275 g=4.089 2/2 [==============================] - 0s 16ms/step >88, 75/693, d1=0.264, d2=0.421 g=3.799 2/2 [==============================] - 0s 12ms/step >88, 76/693, d1=0.373, d2=0.339 g=5.770 2/2 [==============================] - 0s 12ms/step >88, 77/693, d1=0.396, d2=0.232 g=3.906 2/2 [==============================] - 0s 12ms/step >88, 78/693, d1=0.325, d2=0.370 g=3.758 2/2 [==============================] - 0s 12ms/step >88, 79/693, d1=0.365, d2=0.418 g=4.121 2/2 [==============================] - 0s 12ms/step >88, 80/693, d1=0.588, d2=0.224 g=6.186 2/2 [==============================] - 0s 12ms/step >88, 81/693, d1=0.497, d2=0.333 g=5.994 2/2 [==============================] - 0s 11ms/step >88, 82/693, d1=0.328, d2=0.363 g=3.801 2/2 [==============================] - 0s 12ms/step >88, 83/693, d1=0.341, d2=0.388 g=4.587 2/2 [==============================] - 0s 12ms/step >88, 84/693, d1=0.429, d2=0.365 g=3.768 2/2 [==============================] - 0s 12ms/step >88, 85/693, d1=0.446, d2=0.336 g=3.801 2/2 [==============================] - 0s 12ms/step >88, 86/693, d1=0.473, d2=0.311 g=4.677 2/2 [==============================] - 0s 11ms/step >88, 87/693, d1=0.442, d2=0.307 g=4.402 2/2 [==============================] - 0s 13ms/step >88, 88/693, d1=0.579, d2=0.367 g=5.785 2/2 [==============================] - 0s 12ms/step >88, 89/693, d1=0.378, d2=0.437 g=4.431 2/2 [==============================] - 0s 11ms/step >88, 90/693, d1=0.304, d2=0.346 g=4.071 2/2 [==============================] - 0s 12ms/step >88, 91/693, d1=0.384, d2=0.229 g=4.305 2/2 [==============================] - 0s 11ms/step >88, 92/693, d1=0.384, d2=0.262 g=5.044 2/2 [==============================] - 0s 14ms/step >88, 93/693, d1=0.298, d2=0.320 g=5.464 2/2 [==============================] - 0s 11ms/step >88, 94/693, d1=0.341, d2=0.315 g=3.354 2/2 [==============================] - 0s 12ms/step >88, 95/693, d1=0.433, d2=0.325 g=4.176 2/2 [==============================] - 0s 13ms/step >88, 96/693, d1=0.300, d2=0.285 g=4.133 2/2 [==============================] - 0s 15ms/step >88, 97/693, d1=0.307, d2=0.378 g=6.203 2/2 [==============================] - 0s 12ms/step >88, 98/693, d1=0.587, d2=0.361 g=5.404 2/2 [==============================] - 0s 11ms/step >88, 99/693, d1=0.500, d2=0.329 g=4.136 2/2 [==============================] - 0s 12ms/step >88, 100/693, d1=0.484, d2=0.255 g=4.964 2/2 [==============================] - 0s 12ms/step >88, 101/693, d1=0.316, d2=0.384 g=4.203 2/2 [==============================] - 0s 12ms/step >88, 102/693, d1=0.284, d2=0.366 g=1.986 2/2 [==============================] - 0s 14ms/step >88, 103/693, d1=0.494, d2=0.294 g=3.459 2/2 [==============================] - 0s 11ms/step >88, 104/693, d1=0.491, d2=0.290 g=4.249 2/2 [==============================] - 0s 11ms/step >88, 105/693, d1=0.395, d2=0.377 g=6.770 2/2 [==============================] - 0s 12ms/step >88, 106/693, d1=0.271, d2=0.293 g=6.410 2/2 [==============================] - 0s 12ms/step >88, 107/693, d1=0.441, d2=0.303 g=3.472 2/2 [==============================] - 0s 12ms/step >88, 108/693, d1=0.442, d2=0.278 g=2.948 2/2 [==============================] - 0s 11ms/step >88, 109/693, d1=0.257, d2=0.329 g=4.867 2/2 [==============================] - 0s 12ms/step >88, 110/693, d1=0.237, d2=0.255 g=4.120 2/2 [==============================] - 0s 12ms/step >88, 111/693, d1=0.419, d2=0.331 g=3.402 2/2 [==============================] - 0s 12ms/step >88, 112/693, d1=0.502, d2=0.267 g=4.694 2/2 [==============================] - 0s 14ms/step >88, 113/693, d1=0.316, d2=0.341 g=4.666 2/2 [==============================] - 0s 12ms/step >88, 114/693, d1=0.366, d2=0.249 g=5.988 2/2 [==============================] - 0s 12ms/step >88, 115/693, d1=0.457, d2=0.235 g=4.877 2/2 [==============================] - 0s 12ms/step >88, 116/693, d1=0.264, d2=0.411 g=8.870 2/2 [==============================] - 0s 12ms/step >88, 117/693, d1=0.325, d2=0.273 g=3.478 2/2 [==============================] - 0s 12ms/step >88, 118/693, d1=0.357, d2=0.306 g=3.353 2/2 [==============================] - 0s 12ms/step >88, 119/693, d1=0.361, d2=0.351 g=3.903 2/2 [==============================] - 0s 12ms/step >88, 120/693, d1=0.370, d2=0.275 g=5.614 2/2 [==============================] - 0s 12ms/step >88, 121/693, d1=0.516, d2=0.227 g=4.586 2/2 [==============================] - 0s 13ms/step >88, 122/693, d1=0.504, d2=0.397 g=3.270 2/2 [==============================] - 0s 12ms/step >88, 123/693, d1=0.253, d2=0.348 g=5.676 2/2 [==============================] - 0s 13ms/step >88, 124/693, d1=0.298, d2=0.248 g=6.660 2/2 [==============================] - 0s 12ms/step >88, 125/693, d1=0.488, d2=0.258 g=2.024 2/2 [==============================] - 0s 11ms/step >88, 126/693, d1=0.437, d2=0.355 g=4.389 2/2 [==============================] - 0s 12ms/step >88, 127/693, d1=0.354, d2=0.269 g=6.254 2/2 [==============================] - 0s 12ms/step >88, 128/693, d1=0.364, d2=0.358 g=5.252 2/2 [==============================] - 0s 13ms/step >88, 129/693, d1=0.457, d2=0.364 g=3.972 2/2 [==============================] - 0s 13ms/step >88, 130/693, d1=0.333, d2=0.280 g=3.244 2/2 [==============================] - 0s 12ms/step >88, 131/693, d1=0.415, d2=0.339 g=4.270 2/2 [==============================] - 0s 12ms/step >88, 132/693, d1=0.281, d2=0.300 g=6.163 2/2 [==============================] - 0s 13ms/step >88, 133/693, d1=0.274, d2=0.418 g=4.430 2/2 [==============================] - 0s 11ms/step >88, 134/693, d1=0.480, d2=0.239 g=3.787 2/2 [==============================] - 0s 12ms/step >88, 135/693, d1=0.326, d2=0.225 g=4.886 2/2 [==============================] - 0s 12ms/step >88, 136/693, d1=0.462, d2=0.321 g=3.990 2/2 [==============================] - 0s 12ms/step >88, 137/693, d1=0.410, d2=0.371 g=5.412 2/2 [==============================] - 0s 11ms/step >88, 138/693, d1=0.478, d2=0.335 g=6.020 2/2 [==============================] - 0s 12ms/step >88, 139/693, d1=0.325, d2=0.381 g=6.560 2/2 [==============================] - 0s 11ms/step >88, 140/693, d1=0.413, d2=0.356 g=4.154 2/2 [==============================] - 0s 11ms/step >88, 141/693, d1=0.373, d2=0.301 g=6.257 2/2 [==============================] - 0s 13ms/step >88, 142/693, d1=0.465, d2=0.347 g=4.811 2/2 [==============================] - 0s 12ms/step >88, 143/693, d1=0.244, d2=0.350 g=6.182 2/2 [==============================] - 0s 12ms/step >88, 144/693, d1=0.438, d2=0.242 g=3.507 2/2 [==============================] - 0s 12ms/step >88, 145/693, d1=0.377, d2=0.358 g=4.503 2/2 [==============================] - 0s 12ms/step >88, 146/693, d1=0.388, d2=0.433 g=4.184 2/2 [==============================] - 0s 12ms/step >88, 147/693, d1=0.413, d2=0.350 g=6.403 2/2 [==============================] - 0s 12ms/step >88, 148/693, d1=0.438, d2=0.326 g=5.140 2/2 [==============================] - 0s 11ms/step >88, 149/693, d1=0.449, d2=0.310 g=3.590 2/2 [==============================] - 0s 13ms/step >88, 150/693, d1=0.321, d2=0.396 g=2.525 2/2 [==============================] - 0s 12ms/step >88, 151/693, d1=0.405, d2=0.213 g=4.918 2/2 [==============================] - 0s 11ms/step >88, 152/693, d1=0.515, d2=0.351 g=3.537 2/2 [==============================] - 0s 12ms/step >88, 153/693, d1=0.245, d2=0.358 g=2.499 2/2 [==============================] - 0s 12ms/step >88, 154/693, d1=0.358, d2=0.268 g=4.547 2/2 [==============================] - 0s 14ms/step >88, 155/693, d1=0.395, d2=0.340 g=2.657 2/2 [==============================] - 0s 13ms/step >88, 156/693, d1=0.404, d2=0.252 g=5.604 2/2 [==============================] - 0s 13ms/step >88, 157/693, d1=0.609, d2=0.445 g=3.641 2/2 [==============================] - 0s 12ms/step >88, 158/693, d1=0.367, d2=0.294 g=4.377 2/2 [==============================] - 0s 12ms/step >88, 159/693, d1=0.421, d2=0.379 g=5.051 2/2 [==============================] - 0s 12ms/step >88, 160/693, d1=0.446, d2=0.421 g=5.359 2/2 [==============================] - 0s 12ms/step >88, 161/693, d1=0.332, d2=0.221 g=4.012 2/2 [==============================] - 0s 12ms/step >88, 162/693, d1=0.439, d2=0.206 g=5.062 2/2 [==============================] - 0s 13ms/step >88, 163/693, d1=0.392, d2=0.415 g=3.878 2/2 [==============================] - 0s 12ms/step >88, 164/693, d1=0.358, d2=0.278 g=4.612 2/2 [==============================] - 0s 12ms/step >88, 165/693, d1=0.329, d2=0.365 g=5.480 2/2 [==============================] - 0s 12ms/step >88, 166/693, d1=0.475, d2=0.233 g=2.504 2/2 [==============================] - 0s 12ms/step >88, 167/693, d1=0.310, d2=0.262 g=5.261 2/2 [==============================] - 0s 14ms/step >88, 168/693, d1=0.365, d2=0.283 g=3.400 2/2 [==============================] - 0s 16ms/step >88, 169/693, d1=0.357, d2=0.398 g=6.974 2/2 [==============================] - 0s 12ms/step >88, 170/693, d1=0.355, d2=0.237 g=6.028 2/2 [==============================] - 0s 11ms/step >88, 171/693, d1=0.352, d2=0.349 g=4.614 2/2 [==============================] - 0s 13ms/step >88, 172/693, d1=0.463, d2=0.258 g=5.498 2/2 [==============================] - 0s 12ms/step >88, 173/693, d1=0.386, d2=0.366 g=4.701 2/2 [==============================] - 0s 11ms/step >88, 174/693, d1=0.368, d2=0.254 g=4.926 2/2 [==============================] - 0s 12ms/step >88, 175/693, d1=0.420, d2=0.363 g=4.984 2/2 [==============================] - 0s 12ms/step >88, 176/693, d1=0.367, d2=0.424 g=4.955 2/2 [==============================] - 0s 12ms/step >88, 177/693, d1=0.344, d2=0.278 g=5.058 2/2 [==============================] - 0s 12ms/step >88, 178/693, d1=0.275, d2=0.301 g=4.157 2/2 [==============================] - 0s 11ms/step >88, 179/693, d1=0.459, d2=0.295 g=5.229 2/2 [==============================] - 0s 12ms/step >88, 180/693, d1=0.330, d2=0.306 g=3.087 2/2 [==============================] - 0s 12ms/step >88, 181/693, d1=0.512, d2=0.332 g=4.404 2/2 [==============================] - 0s 13ms/step >88, 182/693, d1=0.481, d2=0.455 g=5.918 2/2 [==============================] - 0s 12ms/step >88, 183/693, d1=0.372, d2=0.262 g=4.941 2/2 [==============================] - 0s 13ms/step >88, 184/693, d1=0.486, d2=0.291 g=4.312 2/2 [==============================] - 0s 11ms/step >88, 185/693, d1=0.375, d2=0.509 g=5.555 2/2 [==============================] - 0s 11ms/step >88, 186/693, d1=0.441, d2=0.250 g=4.664 2/2 [==============================] - 0s 12ms/step >88, 187/693, d1=0.440, d2=0.296 g=3.634 2/2 [==============================] - 0s 16ms/step >88, 188/693, d1=0.430, d2=0.258 g=3.904 2/2 [==============================] - 0s 13ms/step >88, 189/693, d1=0.322, d2=0.502 g=4.397 2/2 [==============================] - 0s 13ms/step >88, 190/693, d1=0.321, d2=0.304 g=3.547 2/2 [==============================] - 0s 12ms/step >88, 191/693, d1=0.655, d2=0.269 g=2.608 2/2 [==============================] - 0s 12ms/step >88, 192/693, d1=0.342, d2=0.343 g=5.161 2/2 [==============================] - 0s 13ms/step >88, 193/693, d1=0.439, d2=0.353 g=4.991 2/2 [==============================] - 0s 12ms/step >88, 194/693, d1=0.536, d2=0.267 g=4.128 2/2 [==============================] - 0s 12ms/step >88, 195/693, d1=0.326, d2=0.245 g=3.616 2/2 [==============================] - 0s 12ms/step >88, 196/693, d1=0.297, d2=0.404 g=5.925 2/2 [==============================] - 0s 14ms/step >88, 197/693, d1=0.245, d2=0.291 g=4.743 2/2 [==============================] - 0s 13ms/step >88, 198/693, d1=0.263, d2=0.328 g=4.737 2/2 [==============================] - 0s 12ms/step >88, 199/693, d1=0.560, d2=0.321 g=5.352 2/2 [==============================] - 0s 12ms/step >88, 200/693, d1=0.458, d2=0.294 g=4.660 2/2 [==============================] - 0s 14ms/step >88, 201/693, d1=0.478, d2=0.316 g=4.569 2/2 [==============================] - 0s 13ms/step >88, 202/693, d1=0.393, d2=0.380 g=4.909 2/2 [==============================] - 0s 11ms/step >88, 203/693, d1=0.392, d2=0.417 g=3.603 2/2 [==============================] - 0s 13ms/step >88, 204/693, d1=0.354, d2=0.315 g=3.680 2/2 [==============================] - 0s 12ms/step >88, 205/693, d1=0.496, d2=0.274 g=5.159 2/2 [==============================] - 0s 11ms/step >88, 206/693, d1=0.347, d2=0.328 g=4.871 2/2 [==============================] - 0s 15ms/step >88, 207/693, d1=0.387, d2=0.328 g=2.861 2/2 [==============================] - 0s 12ms/step >88, 208/693, d1=0.396, d2=0.275 g=5.482 2/2 [==============================] - 0s 12ms/step >88, 209/693, d1=0.466, d2=0.436 g=3.240 2/2 [==============================] - 0s 12ms/step >88, 210/693, d1=0.177, d2=0.329 g=4.626 2/2 [==============================] - 0s 12ms/step >88, 211/693, d1=0.301, d2=0.276 g=4.459 2/2 [==============================] - 0s 12ms/step >88, 212/693, d1=0.560, d2=0.329 g=5.161 2/2 [==============================] - 0s 11ms/step >88, 213/693, d1=0.559, d2=0.274 g=5.076 2/2 [==============================] - 0s 13ms/step >88, 214/693, d1=0.244, d2=0.404 g=3.046 2/2 [==============================] - 0s 13ms/step >88, 215/693, d1=0.453, d2=0.481 g=3.742 2/2 [==============================] - 0s 13ms/step >88, 216/693, d1=0.312, d2=0.281 g=3.708 2/2 [==============================] - 0s 13ms/step >88, 217/693, d1=0.534, d2=0.207 g=5.149 2/2 [==============================] - 0s 11ms/step >88, 218/693, d1=0.450, d2=0.329 g=5.795 2/2 [==============================] - 0s 11ms/step >88, 219/693, d1=0.327, d2=0.416 g=3.863 2/2 [==============================] - 0s 12ms/step >88, 220/693, d1=0.555, d2=0.274 g=2.855 2/2 [==============================] - 0s 13ms/step >88, 221/693, d1=0.336, d2=0.372 g=4.490 2/2 [==============================] - 0s 12ms/step >88, 222/693, d1=0.281, d2=0.251 g=5.832 2/2 [==============================] - 0s 14ms/step >88, 223/693, d1=0.562, d2=0.321 g=4.152 2/2 [==============================] - 0s 10ms/step >88, 224/693, d1=0.393, d2=0.300 g=3.552 2/2 [==============================] - 0s 12ms/step >88, 225/693, d1=0.281, d2=0.346 g=5.035 2/2 [==============================] - 0s 12ms/step >88, 226/693, d1=0.393, d2=0.258 g=5.637 2/2 [==============================] - 0s 12ms/step >88, 227/693, d1=0.476, d2=0.265 g=6.144 2/2 [==============================] - 0s 13ms/step >88, 228/693, d1=0.372, d2=0.341 g=3.539 2/2 [==============================] - 0s 13ms/step >88, 229/693, d1=0.279, d2=0.319 g=3.699 2/2 [==============================] - 0s 12ms/step >88, 230/693, d1=0.388, d2=0.275 g=2.737 2/2 [==============================] - 0s 11ms/step >88, 231/693, d1=0.412, d2=0.306 g=3.450 2/2 [==============================] - 0s 12ms/step >88, 232/693, d1=0.299, d2=0.314 g=4.635 2/2 [==============================] - 0s 12ms/step >88, 233/693, d1=0.388, d2=0.287 g=3.227 2/2 [==============================] - 0s 12ms/step >88, 234/693, d1=0.325, d2=0.397 g=3.678 2/2 [==============================] - 0s 14ms/step >88, 235/693, d1=0.372, d2=0.398 g=4.815 2/2 [==============================] - 0s 12ms/step >88, 236/693, d1=0.570, d2=0.401 g=3.419 2/2 [==============================] - 0s 11ms/step >88, 237/693, d1=0.441, d2=0.366 g=3.423 2/2 [==============================] - 0s 13ms/step >88, 238/693, d1=0.352, d2=0.275 g=7.489 2/2 [==============================] - 0s 13ms/step >88, 239/693, d1=0.506, d2=0.399 g=3.387 2/2 [==============================] - 0s 11ms/step >88, 240/693, d1=0.309, d2=0.258 g=4.224 2/2 [==============================] - 0s 12ms/step >88, 241/693, d1=0.491, d2=0.330 g=4.741 2/2 [==============================] - 0s 11ms/step >88, 242/693, d1=0.353, d2=0.373 g=4.387 2/2 [==============================] - 0s 13ms/step >88, 243/693, d1=0.402, d2=0.358 g=5.427 2/2 [==============================] - 0s 14ms/step >88, 244/693, d1=0.499, d2=0.322 g=2.848 2/2 [==============================] - 0s 13ms/step >88, 245/693, d1=0.380, d2=0.312 g=4.762 2/2 [==============================] - 0s 12ms/step >88, 246/693, d1=0.478, d2=0.395 g=2.785 2/2 [==============================] - 0s 13ms/step >88, 247/693, d1=0.403, d2=0.354 g=4.753 2/2 [==============================] - 0s 12ms/step >88, 248/693, d1=0.448, d2=0.382 g=6.011 2/2 [==============================] - 0s 12ms/step >88, 249/693, d1=0.320, d2=0.337 g=4.307 2/2 [==============================] - 0s 12ms/step >88, 250/693, d1=0.371, d2=0.264 g=5.720 2/2 [==============================] - 0s 11ms/step >88, 251/693, d1=0.320, d2=0.240 g=4.971 2/2 [==============================] - 0s 13ms/step >88, 252/693, d1=0.570, d2=0.329 g=4.353 2/2 [==============================] - 0s 13ms/step >88, 253/693, d1=0.365, d2=0.349 g=5.300 2/2 [==============================] - 0s 12ms/step >88, 254/693, d1=0.331, d2=0.305 g=4.856 2/2 [==============================] - 0s 13ms/step >88, 255/693, d1=0.450, d2=0.335 g=6.958 2/2 [==============================] - 0s 12ms/step >88, 256/693, d1=0.413, d2=0.278 g=4.179 2/2 [==============================] - 0s 12ms/step >88, 257/693, d1=0.559, d2=0.304 g=4.362 2/2 [==============================] - 0s 12ms/step >88, 258/693, d1=0.498, d2=0.400 g=4.124 2/2 [==============================] - 0s 11ms/step >88, 259/693, d1=0.361, d2=0.320 g=4.067 2/2 [==============================] - 0s 11ms/step >88, 260/693, d1=0.314, d2=0.407 g=3.021 2/2 [==============================] - 0s 12ms/step >88, 261/693, d1=0.288, d2=0.350 g=3.836 2/2 [==============================] - 0s 12ms/step >88, 262/693, d1=0.386, d2=0.333 g=2.959 2/2 [==============================] - 0s 12ms/step >88, 263/693, d1=0.592, d2=0.276 g=2.623 2/2 [==============================] - 0s 12ms/step >88, 264/693, d1=0.309, d2=0.326 g=5.340 2/2 [==============================] - 0s 12ms/step >88, 265/693, d1=0.348, d2=0.368 g=5.794 2/2 [==============================] - 0s 12ms/step >88, 266/693, d1=0.469, d2=0.329 g=4.038 2/2 [==============================] - 0s 12ms/step >88, 267/693, d1=0.505, d2=0.244 g=4.007 2/2 [==============================] - 0s 11ms/step >88, 268/693, d1=0.345, d2=0.462 g=3.300 2/2 [==============================] - 0s 13ms/step >88, 269/693, d1=0.384, d2=0.384 g=5.733 2/2 [==============================] - 0s 12ms/step >88, 270/693, d1=0.267, d2=0.267 g=3.769 2/2 [==============================] - 0s 11ms/step >88, 271/693, d1=0.507, d2=0.279 g=3.713 2/2 [==============================] - 0s 12ms/step >88, 272/693, d1=0.539, d2=0.377 g=1.793 2/2 [==============================] - 0s 12ms/step >88, 273/693, d1=0.421, d2=0.290 g=4.074 2/2 [==============================] - 0s 14ms/step >88, 274/693, d1=0.443, d2=0.325 g=2.799 2/2 [==============================] - 0s 12ms/step >88, 275/693, d1=0.310, d2=0.333 g=3.499 2/2 [==============================] - 0s 12ms/step >88, 276/693, d1=0.437, d2=0.332 g=5.957 2/2 [==============================] - 0s 12ms/step >88, 277/693, d1=0.494, d2=0.289 g=4.517 2/2 [==============================] - 0s 11ms/step >88, 278/693, d1=0.420, d2=0.335 g=6.582 2/2 [==============================] - 0s 12ms/step >88, 279/693, d1=0.405, d2=0.288 g=4.919 2/2 [==============================] - 0s 12ms/step >88, 280/693, d1=0.280, d2=0.337 g=3.548 2/2 [==============================] - 0s 12ms/step >88, 281/693, d1=0.440, d2=0.274 g=5.634 2/2 [==============================] - 0s 12ms/step >88, 282/693, d1=0.346, d2=0.368 g=3.309 2/2 [==============================] - 0s 12ms/step >88, 283/693, d1=0.366, d2=0.355 g=5.018 2/2 [==============================] - 0s 13ms/step >88, 284/693, d1=0.560, d2=0.199 g=5.116 2/2 [==============================] - 0s 12ms/step >88, 285/693, d1=0.385, d2=0.431 g=4.606 2/2 [==============================] - 0s 12ms/step >88, 286/693, d1=0.307, d2=0.375 g=4.641 2/2 [==============================] - 0s 12ms/step >88, 287/693, d1=0.546, d2=0.298 g=6.117 2/2 [==============================] - 0s 13ms/step >88, 288/693, d1=0.422, d2=0.248 g=3.525 2/2 [==============================] - 0s 12ms/step >88, 289/693, d1=0.433, d2=0.330 g=6.834 2/2 [==============================] - 0s 13ms/step >88, 290/693, d1=0.336, d2=0.354 g=3.844 2/2 [==============================] - 0s 13ms/step >88, 291/693, d1=0.284, d2=0.342 g=4.230 2/2 [==============================] - 0s 14ms/step >88, 292/693, d1=0.364, d2=0.230 g=6.862 2/2 [==============================] - 0s 13ms/step >88, 293/693, d1=0.401, d2=0.317 g=4.016 2/2 [==============================] - 0s 13ms/step >88, 294/693, d1=0.396, d2=0.369 g=5.095 2/2 [==============================] - 0s 13ms/step >88, 295/693, d1=0.466, d2=0.444 g=3.623 2/2 [==============================] - 0s 12ms/step >88, 296/693, d1=0.488, d2=0.354 g=4.023 2/2 [==============================] - 0s 12ms/step >88, 297/693, d1=0.343, d2=0.365 g=3.624 2/2 [==============================] - 0s 14ms/step >88, 298/693, d1=0.412, d2=0.337 g=4.634 2/2 [==============================] - 0s 13ms/step >88, 299/693, d1=0.365, d2=0.289 g=3.221 2/2 [==============================] - 0s 11ms/step >88, 300/693, d1=0.492, d2=0.342 g=4.017 2/2 [==============================] - 0s 11ms/step >88, 301/693, d1=0.454, d2=0.386 g=4.646 2/2 [==============================] - 0s 14ms/step >88, 302/693, d1=0.277, d2=0.396 g=5.512 2/2 [==============================] - 0s 12ms/step >88, 303/693, d1=0.372, d2=0.294 g=3.735 2/2 [==============================] - 0s 12ms/step >88, 304/693, d1=0.423, d2=0.380 g=3.108 2/2 [==============================] - 0s 14ms/step >88, 305/693, d1=0.552, d2=0.308 g=2.965 2/2 [==============================] - 0s 14ms/step >88, 306/693, d1=0.401, d2=0.294 g=3.745 2/2 [==============================] - 0s 12ms/step >88, 307/693, d1=0.352, d2=0.280 g=4.430 2/2 [==============================] - 0s 12ms/step >88, 308/693, d1=0.374, d2=0.341 g=3.451 2/2 [==============================] - 0s 13ms/step >88, 309/693, d1=0.469, d2=0.369 g=4.003 2/2 [==============================] - 0s 13ms/step >88, 310/693, d1=0.325, d2=0.382 g=4.450 2/2 [==============================] - 0s 14ms/step >88, 311/693, d1=0.484, d2=0.284 g=3.989 2/2 [==============================] - 0s 12ms/step >88, 312/693, d1=0.359, d2=0.291 g=3.418 2/2 [==============================] - 0s 12ms/step >88, 313/693, d1=0.224, d2=0.290 g=4.263 2/2 [==============================] - 0s 11ms/step >88, 314/693, d1=0.253, d2=0.355 g=5.923 2/2 [==============================] - 0s 12ms/step >88, 315/693, d1=0.392, d2=0.236 g=2.479 2/2 [==============================] - 0s 13ms/step >88, 316/693, d1=0.426, d2=0.418 g=4.718 2/2 [==============================] - 0s 13ms/step >88, 317/693, d1=0.447, d2=0.349 g=4.284 2/2 [==============================] - 0s 12ms/step >88, 318/693, d1=0.441, d2=0.317 g=6.206 2/2 [==============================] - 0s 12ms/step >88, 319/693, d1=0.259, d2=0.257 g=4.783 2/2 [==============================] - 0s 13ms/step >88, 320/693, d1=0.398, d2=0.411 g=3.597 2/2 [==============================] - 0s 11ms/step >88, 321/693, d1=0.402, d2=0.337 g=4.273 2/2 [==============================] - 0s 13ms/step >88, 322/693, d1=0.409, d2=0.382 g=4.653 2/2 [==============================] - 0s 12ms/step >88, 323/693, d1=0.508, d2=0.247 g=6.035 2/2 [==============================] - 0s 12ms/step >88, 324/693, d1=0.478, d2=0.301 g=5.235 2/2 [==============================] - 0s 12ms/step >88, 325/693, d1=0.403, d2=0.426 g=5.556 2/2 [==============================] - 0s 11ms/step >88, 326/693, d1=0.353, d2=0.348 g=4.206 2/2 [==============================] - 0s 15ms/step >88, 327/693, d1=0.514, d2=0.277 g=5.647 2/2 [==============================] - 0s 14ms/step >88, 328/693, d1=0.410, d2=0.388 g=6.254 2/2 [==============================] - 0s 12ms/step >88, 329/693, d1=0.333, d2=0.500 g=3.133 2/2 [==============================] - 0s 13ms/step >88, 330/693, d1=0.583, d2=0.248 g=5.045 2/2 [==============================] - 0s 12ms/step >88, 331/693, d1=0.455, d2=0.342 g=4.616 2/2 [==============================] - 0s 14ms/step >88, 332/693, d1=0.372, d2=0.355 g=3.415 2/2 [==============================] - 0s 13ms/step >88, 333/693, d1=0.384, d2=0.299 g=6.482 2/2 [==============================] - 0s 11ms/step >88, 334/693, d1=0.440, d2=0.226 g=4.231 2/2 [==============================] - 0s 14ms/step >88, 335/693, d1=0.362, d2=0.410 g=6.902 2/2 [==============================] - 0s 12ms/step >88, 336/693, d1=0.282, d2=0.294 g=3.051 2/2 [==============================] - 0s 13ms/step >88, 337/693, d1=0.461, d2=0.382 g=4.505 2/2 [==============================] - 0s 13ms/step >88, 338/693, d1=0.422, d2=0.377 g=5.604 2/2 [==============================] - 0s 11ms/step >88, 339/693, d1=0.367, d2=0.258 g=3.028 2/2 [==============================] - 0s 13ms/step >88, 340/693, d1=0.465, d2=0.393 g=4.606 2/2 [==============================] - 0s 12ms/step >88, 341/693, d1=0.419, d2=0.365 g=2.341 2/2 [==============================] - 0s 12ms/step >88, 342/693, d1=0.533, d2=0.257 g=2.958 2/2 [==============================] - 0s 13ms/step >88, 343/693, d1=0.312, d2=0.317 g=2.817 2/2 [==============================] - 0s 12ms/step >88, 344/693, d1=0.400, d2=0.366 g=4.355 2/2 [==============================] - 0s 13ms/step >88, 345/693, d1=0.399, d2=0.308 g=4.643 2/2 [==============================] - 0s 12ms/step >88, 346/693, d1=0.389, d2=0.372 g=3.760 2/2 [==============================] - 0s 12ms/step >88, 347/693, d1=0.472, d2=0.323 g=5.511 2/2 [==============================] - 0s 13ms/step >88, 348/693, d1=0.427, d2=0.356 g=5.726 2/2 [==============================] - 0s 11ms/step >88, 349/693, d1=0.331, d2=0.383 g=4.494 2/2 [==============================] - 0s 11ms/step >88, 350/693, d1=0.396, d2=0.319 g=5.229 2/2 [==============================] - 0s 12ms/step >88, 351/693, d1=0.357, d2=0.326 g=6.203 2/2 [==============================] - 0s 11ms/step >88, 352/693, d1=0.417, d2=0.252 g=4.232 2/2 [==============================] - 0s 12ms/step >88, 353/693, d1=0.274, d2=0.269 g=2.460 2/2 [==============================] - 0s 12ms/step >88, 354/693, d1=0.413, d2=0.302 g=4.849 2/2 [==============================] - 0s 11ms/step >88, 355/693, d1=0.518, d2=0.287 g=3.341 2/2 [==============================] - 0s 12ms/step >88, 356/693, d1=0.379, d2=0.446 g=5.288 2/2 [==============================] - 0s 12ms/step >88, 357/693, d1=0.289, d2=0.359 g=4.509 2/2 [==============================] - 0s 13ms/step >88, 358/693, d1=0.575, d2=0.241 g=2.412 2/2 [==============================] - 0s 13ms/step >88, 359/693, d1=0.349, d2=0.325 g=3.412 2/2 [==============================] - 0s 11ms/step >88, 360/693, d1=0.302, d2=0.254 g=3.822 2/2 [==============================] - 0s 15ms/step >88, 361/693, d1=0.430, d2=0.289 g=5.623 2/2 [==============================] - 0s 12ms/step >88, 362/693, d1=0.432, d2=0.306 g=3.250 2/2 [==============================] - 0s 13ms/step >88, 363/693, d1=0.424, d2=0.354 g=2.627 2/2 [==============================] - 0s 12ms/step >88, 364/693, d1=0.328, d2=0.309 g=3.972 2/2 [==============================] - 0s 13ms/step >88, 365/693, d1=0.378, d2=0.423 g=4.224 2/2 [==============================] - 0s 12ms/step >88, 366/693, d1=0.429, d2=0.341 g=5.931 2/2 [==============================] - 0s 11ms/step >88, 367/693, d1=0.381, d2=0.383 g=3.338 2/2 [==============================] - 0s 12ms/step >88, 368/693, d1=0.398, d2=0.291 g=4.599 2/2 [==============================] - 0s 12ms/step >88, 369/693, d1=0.523, d2=0.301 g=4.070 2/2 [==============================] - 0s 12ms/step >88, 370/693, d1=0.522, d2=0.391 g=4.251 2/2 [==============================] - 0s 13ms/step >88, 371/693, d1=0.293, d2=0.363 g=4.400 2/2 [==============================] - 0s 12ms/step >88, 372/693, d1=0.593, d2=0.257 g=4.372 2/2 [==============================] - 0s 11ms/step >88, 373/693, d1=0.366, d2=0.394 g=2.641 2/2 [==============================] - 0s 12ms/step >88, 374/693, d1=0.448, d2=0.418 g=3.956 2/2 [==============================] - 0s 12ms/step >88, 375/693, d1=0.381, d2=0.410 g=4.554 2/2 [==============================] - 0s 11ms/step >88, 376/693, d1=0.419, d2=0.283 g=5.051 2/2 [==============================] - 0s 12ms/step >88, 377/693, d1=0.396, d2=0.344 g=2.406 2/2 [==============================] - 0s 12ms/step >88, 378/693, d1=0.467, d2=0.368 g=4.067 2/2 [==============================] - 0s 12ms/step >88, 379/693, d1=0.398, d2=0.319 g=6.200 2/2 [==============================] - 0s 12ms/step >88, 380/693, d1=0.411, d2=0.249 g=2.708 2/2 [==============================] - 0s 13ms/step >88, 381/693, d1=0.336, d2=0.410 g=3.921 2/2 [==============================] - 0s 12ms/step >88, 382/693, d1=0.431, d2=0.299 g=3.904 2/2 [==============================] - 0s 13ms/step >88, 383/693, d1=0.454, d2=0.504 g=3.975 2/2 [==============================] - 0s 12ms/step >88, 384/693, d1=0.674, d2=0.333 g=4.041 2/2 [==============================] - 0s 12ms/step >88, 385/693, d1=0.358, d2=0.324 g=5.767 2/2 [==============================] - 0s 12ms/step >88, 386/693, d1=0.319, d2=0.312 g=8.000 2/2 [==============================] - 0s 12ms/step >88, 387/693, d1=0.479, d2=0.244 g=6.111 2/2 [==============================] - 0s 13ms/step >88, 388/693, d1=0.533, d2=0.370 g=4.852 2/2 [==============================] - 0s 12ms/step >88, 389/693, d1=0.431, d2=0.419 g=6.582 2/2 [==============================] - 0s 12ms/step >88, 390/693, d1=0.336, d2=0.318 g=5.967 2/2 [==============================] - 0s 12ms/step >88, 391/693, d1=0.430, d2=0.220 g=4.931 2/2 [==============================] - 0s 11ms/step >88, 392/693, d1=0.467, d2=0.392 g=4.544 2/2 [==============================] - 0s 12ms/step >88, 393/693, d1=0.336, d2=0.335 g=4.516 2/2 [==============================] - 0s 12ms/step >88, 394/693, d1=0.344, d2=0.257 g=4.768 2/2 [==============================] - 0s 12ms/step >88, 395/693, d1=0.466, d2=0.346 g=4.226 2/2 [==============================] - 0s 12ms/step >88, 396/693, d1=0.360, d2=0.267 g=5.006 2/2 [==============================] - 0s 12ms/step >88, 397/693, d1=0.457, d2=0.285 g=3.725 2/2 [==============================] - 0s 13ms/step >88, 398/693, d1=0.255, d2=0.500 g=5.042 2/2 [==============================] - 0s 12ms/step >88, 399/693, d1=0.595, d2=0.272 g=4.131 2/2 [==============================] - 0s 13ms/step >88, 400/693, d1=0.466, d2=0.292 g=3.314 2/2 [==============================] - 0s 13ms/step >88, 401/693, d1=0.393, d2=0.360 g=4.364 2/2 [==============================] - 0s 14ms/step >88, 402/693, d1=0.384, d2=0.267 g=4.987 2/2 [==============================] - 0s 14ms/step >88, 403/693, d1=0.393, d2=0.291 g=3.040 2/2 [==============================] - 0s 13ms/step >88, 404/693, d1=0.209, d2=0.416 g=4.505 2/2 [==============================] - 0s 12ms/step >88, 405/693, d1=0.467, d2=0.323 g=2.202 2/2 [==============================] - 0s 12ms/step >88, 406/693, d1=0.417, d2=0.288 g=2.288 2/2 [==============================] - 0s 13ms/step >88, 407/693, d1=0.306, d2=0.482 g=4.244 2/2 [==============================] - 0s 11ms/step >88, 408/693, d1=0.236, d2=0.270 g=4.344 2/2 [==============================] - 0s 11ms/step >88, 409/693, d1=0.390, d2=0.285 g=2.399 2/2 [==============================] - 0s 11ms/step >88, 410/693, d1=0.564, d2=0.309 g=4.606 2/2 [==============================] - 0s 11ms/step >88, 411/693, d1=0.273, d2=0.246 g=4.709 2/2 [==============================] - 0s 13ms/step >88, 412/693, d1=0.426, d2=0.331 g=3.410 2/2 [==============================] - 0s 12ms/step >88, 413/693, d1=0.332, d2=0.378 g=3.642 2/2 [==============================] - 0s 13ms/step >88, 414/693, d1=0.434, d2=0.280 g=5.439 2/2 [==============================] - 0s 11ms/step >88, 415/693, d1=0.536, d2=0.350 g=3.815 2/2 [==============================] - 0s 11ms/step >88, 416/693, d1=0.402, d2=0.335 g=4.871 2/2 [==============================] - 0s 16ms/step >88, 417/693, d1=0.309, d2=0.371 g=8.107 2/2 [==============================] - 0s 13ms/step >88, 418/693, d1=0.450, d2=0.355 g=2.351 2/2 [==============================] - 0s 13ms/step >88, 419/693, d1=0.416, d2=0.297 g=3.981 2/2 [==============================] - 0s 15ms/step >88, 420/693, d1=0.400, d2=0.325 g=5.770 2/2 [==============================] - 0s 13ms/step >88, 421/693, d1=0.418, d2=0.310 g=3.344 2/2 [==============================] - 0s 11ms/step >88, 422/693, d1=0.449, d2=0.283 g=6.170 2/2 [==============================] - 0s 13ms/step >88, 423/693, d1=0.383, d2=0.519 g=3.735 2/2 [==============================] - 0s 13ms/step >88, 424/693, d1=0.411, d2=0.357 g=4.887 2/2 [==============================] - 0s 14ms/step >88, 425/693, d1=0.428, d2=0.292 g=3.994 2/2 [==============================] - 0s 12ms/step >88, 426/693, d1=0.561, d2=0.361 g=2.717 2/2 [==============================] - 0s 12ms/step >88, 427/693, d1=0.357, d2=0.413 g=3.908 2/2 [==============================] - 0s 12ms/step >88, 428/693, d1=0.333, d2=0.483 g=2.213 2/2 [==============================] - 0s 13ms/step >88, 429/693, d1=0.515, d2=0.221 g=3.045 2/2 [==============================] - 0s 12ms/step >88, 430/693, d1=0.413, d2=0.355 g=5.182 2/2 [==============================] - 0s 12ms/step >88, 431/693, d1=0.415, d2=0.270 g=5.343 2/2 [==============================] - 0s 13ms/step >88, 432/693, d1=0.387, d2=0.417 g=6.957 2/2 [==============================] - 0s 11ms/step >88, 433/693, d1=0.346, d2=0.383 g=4.800 2/2 [==============================] - 0s 12ms/step >88, 434/693, d1=0.331, d2=0.491 g=7.928 2/2 [==============================] - 0s 12ms/step >88, 435/693, d1=0.479, d2=0.215 g=2.669 2/2 [==============================] - 0s 13ms/step >88, 436/693, d1=0.490, d2=0.285 g=4.198 2/2 [==============================] - 0s 12ms/step >88, 437/693, d1=0.339, d2=0.330 g=4.632 2/2 [==============================] - 0s 13ms/step >88, 438/693, d1=0.368, d2=0.345 g=3.429 2/2 [==============================] - 0s 13ms/step >88, 439/693, d1=0.338, d2=0.299 g=6.027 2/2 [==============================] - 0s 12ms/step >88, 440/693, d1=0.405, d2=0.340 g=4.798 2/2 [==============================] - 0s 11ms/step >88, 441/693, d1=0.393, d2=0.306 g=4.254 2/2 [==============================] - 0s 11ms/step >88, 442/693, d1=0.524, d2=0.307 g=5.035 2/2 [==============================] - 0s 12ms/step >88, 443/693, d1=0.393, d2=0.495 g=5.148 2/2 [==============================] - 0s 13ms/step >88, 444/693, d1=0.414, d2=0.295 g=2.020 2/2 [==============================] - 0s 16ms/step >88, 445/693, d1=0.456, d2=0.333 g=3.314 2/2 [==============================] - 0s 13ms/step >88, 446/693, d1=0.480, d2=0.299 g=5.849 2/2 [==============================] - 0s 12ms/step >88, 447/693, d1=0.368, d2=0.291 g=3.595 2/2 [==============================] - 0s 13ms/step >88, 448/693, d1=0.436, d2=0.200 g=3.073 2/2 [==============================] - 0s 13ms/step >88, 449/693, d1=0.382, d2=0.297 g=2.274 2/2 [==============================] - 0s 12ms/step >88, 450/693, d1=0.405, d2=0.425 g=3.392 2/2 [==============================] - 0s 12ms/step >88, 451/693, d1=0.265, d2=0.364 g=5.147 2/2 [==============================] - 0s 12ms/step >88, 452/693, d1=0.361, d2=0.369 g=4.131 2/2 [==============================] - 0s 12ms/step >88, 453/693, d1=0.368, d2=0.349 g=3.635 2/2 [==============================] - 0s 14ms/step >88, 454/693, d1=0.486, d2=0.400 g=5.483 2/2 [==============================] - 0s 14ms/step >88, 455/693, d1=0.526, d2=0.272 g=4.141 2/2 [==============================] - 0s 12ms/step >88, 456/693, d1=0.351, d2=0.249 g=3.416 2/2 [==============================] - 0s 12ms/step >88, 457/693, d1=0.353, d2=0.346 g=3.004 2/2 [==============================] - 0s 14ms/step >88, 458/693, d1=0.432, d2=0.279 g=3.236 2/2 [==============================] - 0s 12ms/step >88, 459/693, d1=0.373, d2=0.359 g=4.581 2/2 [==============================] - 0s 12ms/step >88, 460/693, d1=0.391, d2=0.335 g=4.615 2/2 [==============================] - 0s 14ms/step >88, 461/693, d1=0.469, d2=0.276 g=4.515 2/2 [==============================] - 0s 20ms/step >88, 462/693, d1=0.384, d2=0.351 g=2.854 2/2 [==============================] - 0s 12ms/step >88, 463/693, d1=0.265, d2=0.329 g=3.835 2/2 [==============================] - 0s 15ms/step >88, 464/693, d1=0.415, d2=0.444 g=4.828 2/2 [==============================] - 0s 12ms/step >88, 465/693, d1=0.332, d2=0.309 g=4.177 2/2 [==============================] - 0s 11ms/step >88, 466/693, d1=0.434, d2=0.352 g=4.818 2/2 [==============================] - 0s 11ms/step >88, 467/693, d1=0.507, d2=0.286 g=3.799 2/2 [==============================] - 0s 11ms/step >88, 468/693, d1=0.426, d2=0.353 g=3.895 2/2 [==============================] - 0s 13ms/step >88, 469/693, d1=0.364, d2=0.319 g=5.485 2/2 [==============================] - 0s 13ms/step >88, 470/693, d1=0.416, d2=0.456 g=3.995 2/2 [==============================] - 0s 13ms/step >88, 471/693, d1=0.343, d2=0.280 g=3.886 2/2 [==============================] - 0s 12ms/step >88, 472/693, d1=0.347, d2=0.304 g=4.290 2/2 [==============================] - 0s 15ms/step >88, 473/693, d1=0.379, d2=0.320 g=3.466 2/2 [==============================] - 0s 12ms/step >88, 474/693, d1=0.411, d2=0.418 g=7.008 2/2 [==============================] - 0s 13ms/step >88, 475/693, d1=0.517, d2=0.222 g=3.857 2/2 [==============================] - 0s 14ms/step >88, 476/693, d1=0.508, d2=0.326 g=4.209 2/2 [==============================] - 0s 13ms/step >88, 477/693, d1=0.568, d2=0.328 g=4.609 2/2 [==============================] - 0s 12ms/step >88, 478/693, d1=0.337, d2=0.321 g=4.712 2/2 [==============================] - 0s 13ms/step >88, 479/693, d1=0.356, d2=0.397 g=3.368 2/2 [==============================] - 0s 12ms/step >88, 480/693, d1=0.330, d2=0.313 g=3.605 2/2 [==============================] - 0s 12ms/step >88, 481/693, d1=0.477, d2=0.302 g=4.172 2/2 [==============================] - 0s 11ms/step >88, 482/693, d1=0.468, d2=0.307 g=4.385 2/2 [==============================] - 0s 12ms/step >88, 483/693, d1=0.389, d2=0.331 g=5.930 2/2 [==============================] - 0s 13ms/step >88, 484/693, d1=0.443, d2=0.333 g=4.624 2/2 [==============================] - 0s 12ms/step >88, 485/693, d1=0.368, d2=0.454 g=4.901 2/2 [==============================] - 0s 12ms/step >88, 486/693, d1=0.483, d2=0.354 g=3.843 2/2 [==============================] - 0s 12ms/step >88, 487/693, d1=0.474, d2=0.311 g=5.110 2/2 [==============================] - 0s 12ms/step >88, 488/693, d1=0.394, d2=0.294 g=7.701 2/2 [==============================] - 0s 12ms/step >88, 489/693, d1=0.398, d2=0.408 g=3.829 2/2 [==============================] - 0s 12ms/step >88, 490/693, d1=0.512, d2=0.292 g=5.642 2/2 [==============================] - 0s 12ms/step >88, 491/693, d1=0.384, d2=0.296 g=4.726 2/2 [==============================] - 0s 12ms/step >88, 492/693, d1=0.349, d2=0.292 g=4.893 2/2 [==============================] - 0s 13ms/step >88, 493/693, d1=0.371, d2=0.351 g=4.144 2/2 [==============================] - 0s 12ms/step >88, 494/693, d1=0.324, d2=0.378 g=4.680 2/2 [==============================] - 0s 12ms/step >88, 495/693, d1=0.436, d2=0.225 g=3.086 2/2 [==============================] - 0s 12ms/step >88, 496/693, d1=0.552, d2=0.353 g=4.877 2/2 [==============================] - 0s 11ms/step >88, 497/693, d1=0.556, d2=0.374 g=4.542 2/2 [==============================] - 0s 12ms/step >88, 498/693, d1=0.304, d2=0.413 g=3.460 2/2 [==============================] - 0s 12ms/step >88, 499/693, d1=0.364, d2=0.396 g=5.768 2/2 [==============================] - 0s 13ms/step >88, 500/693, d1=0.410, d2=0.351 g=4.760 2/2 [==============================] - 0s 12ms/step >88, 501/693, d1=0.593, d2=0.286 g=4.555 2/2 [==============================] - 0s 11ms/step >88, 502/693, d1=0.333, d2=0.291 g=3.975 2/2 [==============================] - 0s 12ms/step >88, 503/693, d1=0.367, d2=0.391 g=4.894 2/2 [==============================] - 0s 13ms/step >88, 504/693, d1=0.348, d2=0.276 g=4.235 2/2 [==============================] - 0s 13ms/step >88, 505/693, d1=0.513, d2=0.259 g=3.507 2/2 [==============================] - 0s 12ms/step >88, 506/693, d1=0.316, d2=0.300 g=5.440 2/2 [==============================] - 0s 12ms/step >88, 507/693, d1=0.453, d2=0.360 g=8.690 2/2 [==============================] - 0s 12ms/step >88, 508/693, d1=0.233, d2=0.270 g=4.250 2/2 [==============================] - 0s 12ms/step >88, 509/693, d1=0.548, d2=0.287 g=3.413 2/2 [==============================] - 0s 12ms/step >88, 510/693, d1=0.329, d2=0.483 g=4.185 2/2 [==============================] - 0s 14ms/step >88, 511/693, d1=0.363, d2=0.328 g=3.339 2/2 [==============================] - 0s 11ms/step >88, 512/693, d1=0.396, d2=0.301 g=5.362 2/2 [==============================] - 0s 12ms/step >88, 513/693, d1=0.439, d2=0.209 g=4.910 2/2 [==============================] - 0s 12ms/step >88, 514/693, d1=0.383, d2=0.384 g=2.855 2/2 [==============================] - 0s 12ms/step >88, 515/693, d1=0.399, d2=0.253 g=2.346 2/2 [==============================] - 0s 12ms/step >88, 516/693, d1=0.432, d2=0.300 g=3.316 2/2 [==============================] - 0s 11ms/step >88, 517/693, d1=0.321, d2=0.353 g=4.451 2/2 [==============================] - 0s 13ms/step >88, 518/693, d1=0.491, d2=0.227 g=3.505 2/2 [==============================] - 0s 12ms/step >88, 519/693, d1=0.428, d2=0.392 g=5.153 2/2 [==============================] - 0s 12ms/step >88, 520/693, d1=0.361, d2=0.362 g=6.555 2/2 [==============================] - 0s 12ms/step >88, 521/693, d1=0.216, d2=0.309 g=4.267 2/2 [==============================] - 0s 11ms/step >88, 522/693, d1=0.497, d2=0.318 g=3.408 2/2 [==============================] - 0s 13ms/step >88, 523/693, d1=0.521, d2=0.364 g=4.038 2/2 [==============================] - 0s 13ms/step >88, 524/693, d1=0.435, d2=0.350 g=4.403 2/2 [==============================] - 0s 12ms/step >88, 525/693, d1=0.353, d2=0.376 g=4.548 2/2 [==============================] - 0s 13ms/step >88, 526/693, d1=0.427, d2=0.297 g=6.120 2/2 [==============================] - 0s 12ms/step >88, 527/693, d1=0.431, d2=0.236 g=2.489 2/2 [==============================] - 0s 12ms/step >88, 528/693, d1=0.349, d2=0.324 g=5.003 2/2 [==============================] - 0s 11ms/step >88, 529/693, d1=0.250, d2=0.352 g=6.063 2/2 [==============================] - 0s 12ms/step >88, 530/693, d1=0.427, d2=0.379 g=7.128 2/2 [==============================] - 0s 11ms/step >88, 531/693, d1=0.380, d2=0.366 g=3.479 2/2 [==============================] - 0s 12ms/step >88, 532/693, d1=0.351, d2=0.306 g=5.561 2/2 [==============================] - 0s 12ms/step >88, 533/693, d1=0.445, d2=0.336 g=6.051 2/2 [==============================] - 0s 11ms/step >88, 534/693, d1=0.353, d2=0.293 g=3.975 2/2 [==============================] - 0s 11ms/step >88, 535/693, d1=0.371, d2=0.324 g=5.774 2/2 [==============================] - 0s 12ms/step >88, 536/693, d1=0.455, d2=0.322 g=3.747 2/2 [==============================] - 0s 12ms/step >88, 537/693, d1=0.412, d2=0.300 g=4.747 2/2 [==============================] - 0s 12ms/step >88, 538/693, d1=0.422, d2=0.405 g=5.139 2/2 [==============================] - 0s 11ms/step >88, 539/693, d1=0.291, d2=0.209 g=5.766 2/2 [==============================] - 0s 11ms/step >88, 540/693, d1=0.369, d2=0.321 g=4.509 2/2 [==============================] - 0s 11ms/step >88, 541/693, d1=0.344, d2=0.316 g=3.581 2/2 [==============================] - 0s 12ms/step >88, 542/693, d1=0.404, d2=0.288 g=4.638 2/2 [==============================] - 0s 13ms/step >88, 543/693, d1=0.393, d2=0.340 g=7.236 2/2 [==============================] - 0s 12ms/step >88, 544/693, d1=0.425, d2=0.331 g=5.577 2/2 [==============================] - 0s 15ms/step >88, 545/693, d1=0.417, d2=0.380 g=4.362 2/2 [==============================] - 0s 12ms/step >88, 546/693, d1=0.504, d2=0.313 g=4.558 2/2 [==============================] - 0s 11ms/step >88, 547/693, d1=0.374, d2=0.396 g=2.916 2/2 [==============================] - 0s 12ms/step >88, 548/693, d1=0.463, d2=0.402 g=4.093 2/2 [==============================] - 0s 12ms/step >88, 549/693, d1=0.396, d2=0.311 g=3.987 2/2 [==============================] - 0s 12ms/step >88, 550/693, d1=0.295, d2=0.274 g=4.448 2/2 [==============================] - 0s 12ms/step >88, 551/693, d1=0.374, d2=0.331 g=7.787 2/2 [==============================] - 0s 12ms/step >88, 552/693, d1=0.415, d2=0.275 g=4.387 2/2 [==============================] - 0s 12ms/step >88, 553/693, d1=0.379, d2=0.386 g=3.174 2/2 [==============================] - 0s 12ms/step >88, 554/693, d1=0.413, d2=0.263 g=4.191 2/2 [==============================] - 0s 11ms/step >88, 555/693, d1=0.472, d2=0.451 g=4.878 2/2 [==============================] - 0s 13ms/step >88, 556/693, d1=0.503, d2=0.346 g=5.205 2/2 [==============================] - 0s 13ms/step >88, 557/693, d1=0.337, d2=0.253 g=3.308 2/2 [==============================] - 0s 12ms/step >88, 558/693, d1=0.487, d2=0.303 g=5.455 2/2 [==============================] - 0s 14ms/step >88, 559/693, d1=0.381, d2=0.428 g=2.326 2/2 [==============================] - 0s 13ms/step >88, 560/693, d1=0.368, d2=0.443 g=4.440 2/2 [==============================] - 0s 13ms/step >88, 561/693, d1=0.378, d2=0.455 g=4.854 2/2 [==============================] - 0s 12ms/step >88, 562/693, d1=0.444, d2=0.320 g=3.071 2/2 [==============================] - 0s 13ms/step >88, 563/693, d1=0.484, d2=0.334 g=8.497 2/2 [==============================] - 0s 12ms/step >88, 564/693, d1=0.359, d2=0.324 g=4.820 2/2 [==============================] - 0s 14ms/step >88, 565/693, d1=0.348, d2=0.402 g=4.535 2/2 [==============================] - 0s 14ms/step >88, 566/693, d1=0.556, d2=0.326 g=1.874 2/2 [==============================] - 0s 12ms/step >88, 567/693, d1=0.679, d2=0.350 g=3.485 2/2 [==============================] - 0s 13ms/step >88, 568/693, d1=0.347, d2=0.301 g=3.471 2/2 [==============================] - 0s 11ms/step >88, 569/693, d1=0.443, d2=0.410 g=4.403 2/2 [==============================] - 0s 12ms/step >88, 570/693, d1=0.400, d2=0.287 g=3.904 2/2 [==============================] - 0s 13ms/step >88, 571/693, d1=0.370, d2=0.346 g=4.520 2/2 [==============================] - 0s 12ms/step >88, 572/693, d1=0.420, d2=0.284 g=5.488 2/2 [==============================] - 0s 12ms/step >88, 573/693, d1=0.382, d2=0.409 g=2.742 2/2 [==============================] - 0s 12ms/step >88, 574/693, d1=0.475, d2=0.319 g=3.913 2/2 [==============================] - 0s 12ms/step >88, 575/693, d1=0.472, d2=0.294 g=2.875 2/2 [==============================] - 0s 13ms/step >88, 576/693, d1=0.334, d2=0.407 g=3.392 2/2 [==============================] - 0s 12ms/step >88, 577/693, d1=0.335, d2=0.322 g=6.317 2/2 [==============================] - 0s 12ms/step >88, 578/693, d1=0.438, d2=0.313 g=3.827 2/2 [==============================] - 0s 11ms/step >88, 579/693, d1=0.441, d2=0.351 g=5.644 2/2 [==============================] - 0s 11ms/step >88, 580/693, d1=0.381, d2=0.359 g=3.793 2/2 [==============================] - 0s 13ms/step >88, 581/693, d1=0.406, d2=0.343 g=4.455 2/2 [==============================] - 0s 13ms/step >88, 582/693, d1=0.428, d2=0.288 g=6.685 2/2 [==============================] - 0s 11ms/step >88, 583/693, d1=0.614, d2=0.350 g=5.466 2/2 [==============================] - 0s 12ms/step >88, 584/693, d1=0.247, d2=0.422 g=4.829 2/2 [==============================] - 0s 12ms/step >88, 585/693, d1=0.321, d2=0.330 g=6.094 2/2 [==============================] - 0s 13ms/step >88, 586/693, d1=0.471, d2=0.296 g=3.859 2/2 [==============================] - 0s 12ms/step >88, 587/693, d1=0.402, d2=0.449 g=1.932 2/2 [==============================] - 0s 11ms/step >88, 588/693, d1=0.422, d2=0.370 g=4.521 2/2 [==============================] - 0s 11ms/step >88, 589/693, d1=0.411, d2=0.258 g=5.083 2/2 [==============================] - 0s 11ms/step >88, 590/693, d1=0.342, d2=0.295 g=3.562 2/2 [==============================] - 0s 11ms/step >88, 591/693, d1=0.319, d2=0.264 g=4.364 2/2 [==============================] - 0s 12ms/step >88, 592/693, d1=0.341, d2=0.293 g=2.517 2/2 [==============================] - 0s 12ms/step >88, 593/693, d1=0.564, d2=0.243 g=3.957 2/2 [==============================] - 0s 12ms/step >88, 594/693, d1=0.349, d2=0.401 g=3.244 2/2 [==============================] - 0s 11ms/step >88, 595/693, d1=0.370, d2=0.333 g=5.920 2/2 [==============================] - 0s 12ms/step >88, 596/693, d1=0.479, d2=0.351 g=4.172 2/2 [==============================] - 0s 15ms/step >88, 597/693, d1=0.513, d2=0.356 g=4.718 2/2 [==============================] - 0s 12ms/step >88, 598/693, d1=0.387, d2=0.288 g=3.470 2/2 [==============================] - 0s 12ms/step >88, 599/693, d1=0.429, d2=0.308 g=5.294 2/2 [==============================] - 0s 13ms/step >88, 600/693, d1=0.479, d2=0.382 g=4.663 2/2 [==============================] - 0s 11ms/step >88, 601/693, d1=0.359, d2=0.382 g=4.255 2/2 [==============================] - 0s 15ms/step >88, 602/693, d1=0.380, d2=0.336 g=3.998 2/2 [==============================] - 0s 12ms/step >88, 603/693, d1=0.649, d2=0.307 g=3.970 2/2 [==============================] - 0s 12ms/step >88, 604/693, d1=0.357, d2=0.354 g=4.832 2/2 [==============================] - 0s 12ms/step >88, 605/693, d1=0.411, d2=0.429 g=4.438 2/2 [==============================] - 0s 14ms/step >88, 606/693, d1=0.495, d2=0.364 g=4.535 2/2 [==============================] - 0s 12ms/step >88, 607/693, d1=0.438, d2=0.355 g=4.820 2/2 [==============================] - 0s 13ms/step >88, 608/693, d1=0.455, d2=0.289 g=4.828 2/2 [==============================] - 0s 13ms/step >88, 609/693, d1=0.344, d2=0.403 g=3.248 2/2 [==============================] - 0s 13ms/step >88, 610/693, d1=0.490, d2=0.356 g=5.389 2/2 [==============================] - 0s 13ms/step >88, 611/693, d1=0.284, d2=0.314 g=2.783 2/2 [==============================] - 0s 11ms/step >88, 612/693, d1=0.337, d2=0.237 g=4.601 2/2 [==============================] - 0s 12ms/step >88, 613/693, d1=0.405, d2=0.402 g=5.596 2/2 [==============================] - 0s 12ms/step >88, 614/693, d1=0.412, d2=0.248 g=4.079 2/2 [==============================] - 0s 12ms/step >88, 615/693, d1=0.353, d2=0.326 g=3.912 2/2 [==============================] - 0s 12ms/step >88, 616/693, d1=0.435, d2=0.344 g=3.693 2/2 [==============================] - 0s 14ms/step >88, 617/693, d1=0.293, d2=0.390 g=3.187 2/2 [==============================] - 0s 12ms/step >88, 618/693, d1=0.514, d2=0.339 g=4.121 2/2 [==============================] - 0s 12ms/step >88, 619/693, d1=0.386, d2=0.342 g=7.839 2/2 [==============================] - 0s 13ms/step >88, 620/693, d1=0.229, d2=0.407 g=5.181 2/2 [==============================] - 0s 13ms/step >88, 621/693, d1=0.421, d2=0.257 g=4.747 2/2 [==============================] - 0s 13ms/step >88, 622/693, d1=0.487, d2=0.279 g=4.526 2/2 [==============================] - 0s 13ms/step >88, 623/693, d1=0.345, d2=0.253 g=5.688 2/2 [==============================] - 0s 13ms/step >88, 624/693, d1=0.352, d2=0.344 g=3.366 2/2 [==============================] - 0s 11ms/step >88, 625/693, d1=0.366, d2=0.229 g=4.989 2/2 [==============================] - 0s 12ms/step >88, 626/693, d1=0.372, d2=0.387 g=5.734 2/2 [==============================] - 0s 12ms/step >88, 627/693, d1=0.448, d2=0.253 g=3.086 2/2 [==============================] - 0s 13ms/step >88, 628/693, d1=0.500, d2=0.321 g=3.344 2/2 [==============================] - 0s 12ms/step >88, 629/693, d1=0.468, d2=0.332 g=5.177 2/2 [==============================] - 0s 13ms/step >88, 630/693, d1=0.327, d2=0.276 g=5.314 2/2 [==============================] - 0s 14ms/step >88, 631/693, d1=0.379, d2=0.240 g=3.952 2/2 [==============================] - 0s 13ms/step >88, 632/693, d1=0.272, d2=0.364 g=3.724 2/2 [==============================] - 0s 14ms/step >88, 633/693, d1=0.417, d2=0.247 g=4.815 2/2 [==============================] - 0s 13ms/step >88, 634/693, d1=0.339, d2=0.392 g=2.864 2/2 [==============================] - 0s 12ms/step >88, 635/693, d1=0.453, d2=0.364 g=3.773 2/2 [==============================] - 0s 15ms/step >88, 636/693, d1=0.485, d2=0.409 g=6.109 2/2 [==============================] - 0s 10ms/step >88, 637/693, d1=0.207, d2=0.229 g=5.657 2/2 [==============================] - 0s 12ms/step >88, 638/693, d1=0.451, d2=0.274 g=5.994 2/2 [==============================] - 0s 14ms/step >88, 639/693, d1=0.417, d2=0.289 g=4.822 2/2 [==============================] - 0s 13ms/step >88, 640/693, d1=0.352, d2=0.303 g=4.703 2/2 [==============================] - 0s 13ms/step >88, 641/693, d1=0.431, d2=0.415 g=5.419 2/2 [==============================] - 0s 14ms/step >88, 642/693, d1=0.405, d2=0.270 g=4.555 2/2 [==============================] - 0s 14ms/step >88, 643/693, d1=0.567, d2=0.304 g=2.622 2/2 [==============================] - 0s 13ms/step >88, 644/693, d1=0.524, d2=0.262 g=3.684 2/2 [==============================] - 0s 13ms/step >88, 645/693, d1=0.254, d2=0.315 g=1.773 2/2 [==============================] - 0s 13ms/step >88, 646/693, d1=0.252, d2=0.461 g=3.447 2/2 [==============================] - 0s 12ms/step >88, 647/693, d1=0.368, d2=0.249 g=6.007 2/2 [==============================] - 0s 13ms/step >88, 648/693, d1=0.284, d2=0.277 g=3.104 2/2 [==============================] - 0s 13ms/step >88, 649/693, d1=0.540, d2=0.199 g=5.233 2/2 [==============================] - 0s 13ms/step >88, 650/693, d1=0.346, d2=0.300 g=4.567 2/2 [==============================] - 0s 13ms/step >88, 651/693, d1=0.348, d2=0.388 g=2.781 2/2 [==============================] - 0s 12ms/step >88, 652/693, d1=0.514, d2=0.286 g=4.178 2/2 [==============================] - 0s 14ms/step >88, 653/693, d1=0.264, d2=0.298 g=3.982 2/2 [==============================] - 0s 13ms/step >88, 654/693, d1=0.330, d2=0.227 g=3.762 2/2 [==============================] - 0s 13ms/step >88, 655/693, d1=0.443, d2=0.392 g=3.010 2/2 [==============================] - 0s 12ms/step >88, 656/693, d1=0.411, d2=0.394 g=4.114 2/2 [==============================] - 0s 12ms/step >88, 657/693, d1=0.339, d2=0.263 g=2.417 2/2 [==============================] - 0s 13ms/step >88, 658/693, d1=0.496, d2=0.358 g=3.863 2/2 [==============================] - 0s 12ms/step >88, 659/693, d1=0.416, d2=0.358 g=3.492 2/2 [==============================] - 0s 13ms/step >88, 660/693, d1=0.378, d2=0.263 g=4.454 2/2 [==============================] - 0s 13ms/step >88, 661/693, d1=0.368, d2=0.513 g=4.863 2/2 [==============================] - 0s 13ms/step >88, 662/693, d1=0.351, d2=0.241 g=3.640 2/2 [==============================] - 0s 12ms/step >88, 663/693, d1=0.447, d2=0.370 g=3.674 2/2 [==============================] - 0s 14ms/step >88, 664/693, d1=0.548, d2=0.331 g=4.969 2/2 [==============================] - 0s 11ms/step >88, 665/693, d1=0.300, d2=0.351 g=4.543 2/2 [==============================] - 0s 11ms/step >88, 666/693, d1=0.341, d2=0.276 g=5.939 2/2 [==============================] - 0s 15ms/step >88, 667/693, d1=0.389, d2=0.257 g=5.506 2/2 [==============================] - 0s 13ms/step >88, 668/693, d1=0.306, d2=0.305 g=3.686 2/2 [==============================] - 0s 12ms/step >88, 669/693, d1=0.472, d2=0.396 g=5.934 2/2 [==============================] - 0s 14ms/step >88, 670/693, d1=0.424, d2=0.271 g=4.021 2/2 [==============================] - 0s 12ms/step >88, 671/693, d1=0.480, d2=0.492 g=5.629 2/2 [==============================] - 0s 13ms/step >88, 672/693, d1=0.447, d2=0.326 g=4.164 2/2 [==============================] - 0s 12ms/step >88, 673/693, d1=0.400, d2=0.382 g=3.548 2/2 [==============================] - 0s 12ms/step >88, 674/693, d1=0.310, d2=0.268 g=3.630 2/2 [==============================] - 0s 13ms/step >88, 675/693, d1=0.362, d2=0.327 g=3.129 2/2 [==============================] - 0s 13ms/step >88, 676/693, d1=0.410, d2=0.348 g=4.572 2/2 [==============================] - 0s 13ms/step >88, 677/693, d1=0.325, d2=0.305 g=6.926 2/2 [==============================] - 0s 12ms/step >88, 678/693, d1=0.433, d2=0.323 g=4.977 2/2 [==============================] - 0s 13ms/step >88, 679/693, d1=0.484, d2=0.317 g=4.609 2/2 [==============================] - 0s 13ms/step >88, 680/693, d1=0.279, d2=0.317 g=3.928 2/2 [==============================] - 0s 12ms/step >88, 681/693, d1=0.606, d2=0.277 g=7.349 2/2 [==============================] - 0s 12ms/step >88, 682/693, d1=0.444, d2=0.318 g=3.402 2/2 [==============================] - 0s 13ms/step >88, 683/693, d1=0.498, d2=0.289 g=3.825 2/2 [==============================] - 0s 13ms/step >88, 684/693, d1=0.453, d2=0.358 g=3.296 2/2 [==============================] - 0s 17ms/step >88, 685/693, d1=0.387, d2=0.311 g=2.005 2/2 [==============================] - 0s 13ms/step >88, 686/693, d1=0.252, d2=0.390 g=4.301 2/2 [==============================] - 0s 14ms/step >88, 687/693, d1=0.312, d2=0.264 g=3.859 2/2 [==============================] - 0s 12ms/step >88, 688/693, d1=0.514, d2=0.318 g=3.940 2/2 [==============================] - 0s 12ms/step >88, 689/693, d1=0.380, d2=0.306 g=5.911 2/2 [==============================] - 0s 12ms/step >88, 690/693, d1=0.425, d2=0.459 g=3.405 2/2 [==============================] - 0s 12ms/step >88, 691/693, d1=0.470, d2=0.258 g=4.238 2/2 [==============================] - 0s 13ms/step >88, 692/693, d1=0.270, d2=0.367 g=4.620 2/2 [==============================] - 0s 13ms/step >88, 693/693, d1=0.409, d2=0.328 g=2.599 2/2 [==============================] - 0s 12ms/step >89, 1/693, d1=0.615, d2=0.278 g=5.058 2/2 [==============================] - 0s 10ms/step >89, 2/693, d1=0.440, d2=0.315 g=2.588 2/2 [==============================] - 0s 12ms/step >89, 3/693, d1=0.382, d2=0.554 g=5.222 2/2 [==============================] - 0s 12ms/step >89, 4/693, d1=0.356, d2=0.322 g=3.183 2/2 [==============================] - 0s 11ms/step >89, 5/693, d1=0.481, d2=0.221 g=4.018 2/2 [==============================] - 0s 13ms/step >89, 6/693, d1=0.539, d2=0.311 g=4.610 2/2 [==============================] - 0s 13ms/step >89, 7/693, d1=0.276, d2=0.416 g=3.981 2/2 [==============================] - 0s 13ms/step >89, 8/693, d1=0.349, d2=0.341 g=3.678 2/2 [==============================] - 0s 11ms/step >89, 9/693, d1=0.325, d2=0.335 g=3.636 2/2 [==============================] - 0s 14ms/step >89, 10/693, d1=0.252, d2=0.379 g=4.999 2/2 [==============================] - 0s 12ms/step >89, 11/693, d1=0.580, d2=0.226 g=4.512 2/2 [==============================] - 0s 12ms/step >89, 12/693, d1=0.494, d2=0.292 g=4.450 2/2 [==============================] - 0s 13ms/step >89, 13/693, d1=0.430, d2=0.355 g=4.589 2/2 [==============================] - 0s 13ms/step >89, 14/693, d1=0.445, d2=0.493 g=3.431 2/2 [==============================] - 0s 13ms/step >89, 15/693, d1=0.488, d2=0.250 g=3.816 2/2 [==============================] - 0s 14ms/step >89, 16/693, d1=0.393, d2=0.372 g=4.622 2/2 [==============================] - 0s 13ms/step >89, 17/693, d1=0.322, d2=0.351 g=2.455 2/2 [==============================] - 0s 12ms/step >89, 18/693, d1=0.437, d2=0.339 g=2.375 2/2 [==============================] - 0s 12ms/step >89, 19/693, d1=0.346, d2=0.263 g=3.472 2/2 [==============================] - 0s 13ms/step >89, 20/693, d1=0.297, d2=0.288 g=5.416 2/2 [==============================] - 0s 12ms/step >89, 21/693, d1=0.461, d2=0.272 g=4.788 2/2 [==============================] - 0s 12ms/step >89, 22/693, d1=0.319, d2=0.336 g=3.941 2/2 [==============================] - 0s 11ms/step >89, 23/693, d1=0.381, d2=0.329 g=3.866 2/2 [==============================] - 0s 10ms/step >89, 24/693, d1=0.377, d2=0.388 g=4.026 2/2 [==============================] - 0s 11ms/step >89, 25/693, d1=0.353, d2=0.347 g=5.698 2/2 [==============================] - 0s 12ms/step >89, 26/693, d1=0.361, d2=0.328 g=5.144 2/2 [==============================] - 0s 12ms/step >89, 27/693, d1=0.507, d2=0.321 g=5.506 2/2 [==============================] - 0s 12ms/step >89, 28/693, d1=0.361, d2=0.434 g=2.910 2/2 [==============================] - 0s 13ms/step >89, 29/693, d1=0.555, d2=0.296 g=3.522 2/2 [==============================] - 0s 11ms/step >89, 30/693, d1=0.484, d2=0.366 g=3.712 2/2 [==============================] - 0s 12ms/step >89, 31/693, d1=0.394, d2=0.320 g=3.320 2/2 [==============================] - 0s 11ms/step >89, 32/693, d1=0.390, d2=0.290 g=6.104 2/2 [==============================] - 0s 13ms/step >89, 33/693, d1=0.308, d2=0.424 g=3.543 2/2 [==============================] - 0s 12ms/step >89, 34/693, d1=0.517, d2=0.415 g=5.241 2/2 [==============================] - 0s 12ms/step >89, 35/693, d1=0.639, d2=0.279 g=3.221 2/2 [==============================] - 0s 12ms/step >89, 36/693, d1=0.496, d2=0.290 g=3.872 2/2 [==============================] - 0s 13ms/step >89, 37/693, d1=0.392, d2=0.282 g=3.777 2/2 [==============================] - 0s 13ms/step >89, 38/693, d1=0.334, d2=0.305 g=7.597 2/2 [==============================] - 0s 12ms/step >89, 39/693, d1=0.329, d2=0.415 g=4.297 2/2 [==============================] - 0s 13ms/step >89, 40/693, d1=0.252, d2=0.363 g=2.848 2/2 [==============================] - 0s 13ms/step >89, 41/693, d1=0.632, d2=0.404 g=4.005 2/2 [==============================] - 0s 12ms/step >89, 42/693, d1=0.349, d2=0.265 g=4.218 2/2 [==============================] - 0s 12ms/step >89, 43/693, d1=0.336, d2=0.386 g=2.529 2/2 [==============================] - 0s 12ms/step >89, 44/693, d1=0.418, d2=0.381 g=2.441 2/2 [==============================] - 0s 12ms/step >89, 45/693, d1=0.375, d2=0.490 g=3.476 2/2 [==============================] - 0s 11ms/step >89, 46/693, d1=0.563, d2=0.333 g=5.187 2/2 [==============================] - 0s 12ms/step >89, 47/693, d1=0.350, d2=0.258 g=3.501 2/2 [==============================] - 0s 13ms/step >89, 48/693, d1=0.251, d2=0.276 g=5.718 2/2 [==============================] - 0s 12ms/step >89, 49/693, d1=0.350, d2=0.443 g=5.394 2/2 [==============================] - 0s 14ms/step >89, 50/693, d1=0.536, d2=0.384 g=3.614 2/2 [==============================] - 0s 14ms/step >89, 51/693, d1=0.523, d2=0.342 g=5.502 2/2 [==============================] - 0s 13ms/step >89, 52/693, d1=0.335, d2=0.331 g=4.575 2/2 [==============================] - 0s 13ms/step >89, 53/693, d1=0.414, d2=0.370 g=4.434 2/2 [==============================] - 0s 11ms/step >89, 54/693, d1=0.435, d2=0.299 g=4.351 2/2 [==============================] - 0s 12ms/step >89, 55/693, d1=0.484, d2=0.372 g=4.756 2/2 [==============================] - 0s 14ms/step >89, 56/693, d1=0.408, d2=0.281 g=4.273 2/2 [==============================] - 0s 13ms/step >89, 57/693, d1=0.514, d2=0.323 g=4.012 2/2 [==============================] - 0s 16ms/step >89, 58/693, d1=0.317, d2=0.390 g=3.052 2/2 [==============================] - 0s 13ms/step >89, 59/693, d1=0.320, d2=0.464 g=3.697 2/2 [==============================] - 0s 13ms/step >89, 60/693, d1=0.271, d2=0.207 g=2.236 2/2 [==============================] - 0s 15ms/step >89, 61/693, d1=0.285, d2=0.340 g=6.250 2/2 [==============================] - 0s 12ms/step >89, 62/693, d1=0.432, d2=0.218 g=5.190 2/2 [==============================] - 0s 12ms/step >89, 63/693, d1=0.418, d2=0.305 g=3.061 2/2 [==============================] - 0s 12ms/step >89, 64/693, d1=0.358, d2=0.215 g=5.003 2/2 [==============================] - 0s 12ms/step >89, 65/693, d1=0.389, d2=0.335 g=3.232 2/2 [==============================] - 0s 14ms/step >89, 66/693, d1=0.451, d2=0.495 g=4.866 2/2 [==============================] - 0s 12ms/step >89, 67/693, d1=0.309, d2=0.339 g=3.293 2/2 [==============================] - 0s 13ms/step >89, 68/693, d1=0.327, d2=0.289 g=4.200 2/2 [==============================] - 0s 12ms/step >89, 69/693, d1=0.480, d2=0.215 g=4.024 2/2 [==============================] - 0s 13ms/step >89, 70/693, d1=0.420, d2=0.360 g=4.714 2/2 [==============================] - 0s 14ms/step >89, 71/693, d1=0.438, d2=0.335 g=4.555 2/2 [==============================] - 0s 12ms/step >89, 72/693, d1=0.310, d2=0.378 g=3.426 2/2 [==============================] - 0s 12ms/step >89, 73/693, d1=0.459, d2=0.254 g=3.061 2/2 [==============================] - 0s 12ms/step >89, 74/693, d1=0.439, d2=0.278 g=4.085 2/2 [==============================] - 0s 13ms/step >89, 75/693, d1=0.430, d2=0.312 g=3.290 2/2 [==============================] - 0s 13ms/step >89, 76/693, d1=0.376, d2=0.256 g=4.901 2/2 [==============================] - 0s 13ms/step >89, 77/693, d1=0.382, d2=0.335 g=5.743 2/2 [==============================] - 0s 12ms/step >89, 78/693, d1=0.405, d2=0.346 g=3.181 2/2 [==============================] - 0s 14ms/step >89, 79/693, d1=0.264, d2=0.319 g=3.349 2/2 [==============================] - 0s 12ms/step >89, 80/693, d1=0.512, d2=0.294 g=5.851 2/2 [==============================] - 0s 12ms/step >89, 81/693, d1=0.476, d2=0.393 g=5.616 2/2 [==============================] - 0s 13ms/step >89, 82/693, d1=0.363, d2=0.361 g=2.705 2/2 [==============================] - 0s 12ms/step >89, 83/693, d1=0.377, d2=0.304 g=2.859 2/2 [==============================] - 0s 12ms/step >89, 84/693, d1=0.379, d2=0.398 g=3.893 2/2 [==============================] - 0s 13ms/step >89, 85/693, d1=0.297, d2=0.270 g=4.264 2/2 [==============================] - 0s 13ms/step >89, 86/693, d1=0.419, d2=0.370 g=4.544 2/2 [==============================] - 0s 14ms/step >89, 87/693, d1=0.393, d2=0.291 g=4.497 2/2 [==============================] - 0s 11ms/step >89, 88/693, d1=0.353, d2=0.361 g=5.954 2/2 [==============================] - 0s 12ms/step >89, 89/693, d1=0.449, d2=0.332 g=3.650 2/2 [==============================] - 0s 11ms/step >89, 90/693, d1=0.366, d2=0.364 g=4.581 2/2 [==============================] - 0s 11ms/step >89, 91/693, d1=0.333, d2=0.302 g=5.537 2/2 [==============================] - 0s 12ms/step >89, 92/693, d1=0.459, d2=0.354 g=3.233 2/2 [==============================] - 0s 12ms/step >89, 93/693, d1=0.439, d2=0.358 g=3.786 2/2 [==============================] - 0s 12ms/step >89, 94/693, d1=0.506, d2=0.369 g=5.251 2/2 [==============================] - 0s 13ms/step >89, 95/693, d1=0.326, d2=0.284 g=5.268 2/2 [==============================] - 0s 12ms/step >89, 96/693, d1=0.425, d2=0.298 g=3.892 2/2 [==============================] - 0s 12ms/step >89, 97/693, d1=0.284, d2=0.323 g=4.572 2/2 [==============================] - 0s 13ms/step >89, 98/693, d1=0.376, d2=0.332 g=3.404 2/2 [==============================] - 0s 13ms/step >89, 99/693, d1=0.439, d2=0.322 g=4.748 2/2 [==============================] - 0s 11ms/step >89, 100/693, d1=0.544, d2=0.283 g=4.072 2/2 [==============================] - 0s 12ms/step >89, 101/693, d1=0.300, d2=0.302 g=3.672 2/2 [==============================] - 0s 14ms/step >89, 102/693, d1=0.353, d2=0.306 g=3.903 2/2 [==============================] - 0s 15ms/step >89, 103/693, d1=0.447, d2=0.336 g=4.057 2/2 [==============================] - 0s 13ms/step >89, 104/693, d1=0.436, d2=0.422 g=4.795 2/2 [==============================] - 0s 12ms/step >89, 105/693, d1=0.254, d2=0.406 g=3.864 2/2 [==============================] - 0s 13ms/step >89, 106/693, d1=0.386, d2=0.318 g=3.573 2/2 [==============================] - 0s 12ms/step >89, 107/693, d1=0.447, d2=0.298 g=6.404 2/2 [==============================] - 0s 12ms/step >89, 108/693, d1=0.457, d2=0.261 g=3.798 2/2 [==============================] - 0s 11ms/step >89, 109/693, d1=0.431, d2=0.446 g=4.173 2/2 [==============================] - 0s 13ms/step >89, 110/693, d1=0.332, d2=0.454 g=6.062 2/2 [==============================] - 0s 13ms/step >89, 111/693, d1=0.462, d2=0.334 g=4.224 2/2 [==============================] - 0s 12ms/step >89, 112/693, d1=0.304, d2=0.264 g=3.550 2/2 [==============================] - 0s 14ms/step >89, 113/693, d1=0.343, d2=0.234 g=3.070 2/2 [==============================] - 0s 13ms/step >89, 114/693, d1=0.518, d2=0.364 g=2.643 2/2 [==============================] - 0s 12ms/step >89, 115/693, d1=0.353, d2=0.271 g=4.133 2/2 [==============================] - 0s 12ms/step >89, 116/693, d1=0.343, d2=0.356 g=4.505 2/2 [==============================] - 0s 13ms/step >89, 117/693, d1=0.231, d2=0.308 g=5.525 2/2 [==============================] - 0s 19ms/step >89, 118/693, d1=0.474, d2=0.309 g=4.222 2/2 [==============================] - 0s 13ms/step >89, 119/693, d1=0.337, d2=0.312 g=2.633 2/2 [==============================] - 0s 12ms/step >89, 120/693, d1=0.492, d2=0.273 g=6.167 2/2 [==============================] - 0s 13ms/step >89, 121/693, d1=0.396, d2=0.296 g=3.783 2/2 [==============================] - 0s 14ms/step >89, 122/693, d1=0.262, d2=0.290 g=3.750 2/2 [==============================] - 0s 12ms/step >89, 123/693, d1=0.358, d2=0.278 g=5.915 2/2 [==============================] - 0s 12ms/step >89, 124/693, d1=0.509, d2=0.343 g=5.930 2/2 [==============================] - 0s 12ms/step >89, 125/693, d1=0.454, d2=0.387 g=3.028 2/2 [==============================] - 0s 12ms/step >89, 126/693, d1=0.501, d2=0.433 g=2.480 2/2 [==============================] - 0s 12ms/step >89, 127/693, d1=0.574, d2=0.328 g=3.836 2/2 [==============================] - 0s 16ms/step >89, 128/693, d1=0.277, d2=0.299 g=4.269 2/2 [==============================] - 0s 13ms/step >89, 129/693, d1=0.389, d2=0.316 g=2.759 2/2 [==============================] - 0s 12ms/step >89, 130/693, d1=0.254, d2=0.282 g=2.822 2/2 [==============================] - 0s 12ms/step >89, 131/693, d1=0.428, d2=0.346 g=3.536 2/2 [==============================] - 0s 13ms/step >89, 132/693, d1=0.411, d2=0.302 g=3.255 2/2 [==============================] - 0s 11ms/step >89, 133/693, d1=0.379, d2=0.256 g=4.719 2/2 [==============================] - 0s 12ms/step >89, 134/693, d1=0.268, d2=0.351 g=3.068 2/2 [==============================] - 0s 13ms/step >89, 135/693, d1=0.318, d2=0.341 g=4.023 2/2 [==============================] - 0s 12ms/step >89, 136/693, d1=0.448, d2=0.250 g=5.379 2/2 [==============================] - 0s 12ms/step >89, 137/693, d1=0.390, d2=0.359 g=3.480 2/2 [==============================] - 0s 16ms/step >89, 138/693, d1=0.395, d2=0.554 g=3.932 2/2 [==============================] - 0s 13ms/step >89, 139/693, d1=0.490, d2=0.262 g=4.558 2/2 [==============================] - 0s 14ms/step >89, 140/693, d1=0.417, d2=0.368 g=5.313 2/2 [==============================] - 0s 12ms/step >89, 141/693, d1=0.323, d2=0.260 g=5.315 2/2 [==============================] - 0s 14ms/step >89, 142/693, d1=0.457, d2=0.271 g=5.449 2/2 [==============================] - 0s 12ms/step >89, 143/693, d1=0.435, d2=0.431 g=5.292 2/2 [==============================] - 0s 12ms/step >89, 144/693, d1=0.325, d2=0.225 g=3.690 2/2 [==============================] - 0s 12ms/step >89, 145/693, d1=0.461, d2=0.341 g=3.633 2/2 [==============================] - 0s 13ms/step >89, 146/693, d1=0.619, d2=0.348 g=2.260 2/2 [==============================] - 0s 12ms/step >89, 147/693, d1=0.452, d2=0.279 g=4.010 2/2 [==============================] - 0s 12ms/step >89, 148/693, d1=0.339, d2=0.303 g=3.234 2/2 [==============================] - 0s 11ms/step >89, 149/693, d1=0.283, d2=0.320 g=4.203 2/2 [==============================] - 0s 13ms/step >89, 150/693, d1=0.303, d2=0.409 g=3.992 2/2 [==============================] - 0s 12ms/step >89, 151/693, d1=0.359, d2=0.272 g=3.493 2/2 [==============================] - 0s 11ms/step >89, 152/693, d1=0.404, d2=0.249 g=5.465 2/2 [==============================] - 0s 11ms/step >89, 153/693, d1=0.348, d2=0.282 g=4.452 2/2 [==============================] - 0s 11ms/step >89, 154/693, d1=0.326, d2=0.331 g=4.354 2/2 [==============================] - 0s 12ms/step >89, 155/693, d1=0.565, d2=0.374 g=3.859 2/2 [==============================] - 0s 12ms/step >89, 156/693, d1=0.306, d2=0.374 g=4.378 2/2 [==============================] - 0s 13ms/step >89, 157/693, d1=0.342, d2=0.250 g=4.575 2/2 [==============================] - 0s 12ms/step >89, 158/693, d1=0.504, d2=0.341 g=3.708 2/2 [==============================] - 0s 13ms/step >89, 159/693, d1=0.249, d2=0.212 g=4.192 2/2 [==============================] - 0s 12ms/step >89, 160/693, d1=0.445, d2=0.361 g=3.856 2/2 [==============================] - 0s 14ms/step >89, 161/693, d1=0.495, d2=0.348 g=2.542 2/2 [==============================] - 0s 12ms/step >89, 162/693, d1=0.428, d2=0.452 g=3.445 2/2 [==============================] - 0s 12ms/step >89, 163/693, d1=0.451, d2=0.379 g=4.918 2/2 [==============================] - 0s 13ms/step >89, 164/693, d1=0.458, d2=0.259 g=2.493 2/2 [==============================] - 0s 13ms/step >89, 165/693, d1=0.426, d2=0.358 g=3.150 2/2 [==============================] - 0s 12ms/step >89, 166/693, d1=0.294, d2=0.419 g=4.408 2/2 [==============================] - 0s 13ms/step >89, 167/693, d1=0.300, d2=0.256 g=3.743 2/2 [==============================] - 0s 14ms/step >89, 168/693, d1=0.529, d2=0.296 g=4.816 2/2 [==============================] - 0s 12ms/step >89, 169/693, d1=0.319, d2=0.313 g=3.941 2/2 [==============================] - 0s 12ms/step >89, 170/693, d1=0.399, d2=0.300 g=4.529 2/2 [==============================] - 0s 11ms/step >89, 171/693, d1=0.492, d2=0.397 g=3.273 2/2 [==============================] - 0s 13ms/step >89, 172/693, d1=0.398, d2=0.321 g=2.142 2/2 [==============================] - 0s 12ms/step >89, 173/693, d1=0.375, d2=0.330 g=5.988 2/2 [==============================] - 0s 11ms/step >89, 174/693, d1=0.260, d2=0.372 g=4.040 2/2 [==============================] - 0s 11ms/step >89, 175/693, d1=0.461, d2=0.305 g=3.306 2/2 [==============================] - 0s 13ms/step >89, 176/693, d1=0.244, d2=0.224 g=3.975 2/2 [==============================] - 0s 15ms/step >89, 177/693, d1=0.332, d2=0.333 g=3.411 2/2 [==============================] - 0s 12ms/step >89, 178/693, d1=0.583, d2=0.336 g=3.331 2/2 [==============================] - 0s 12ms/step >89, 179/693, d1=0.530, d2=0.290 g=3.651 2/2 [==============================] - 0s 13ms/step >89, 180/693, d1=0.410, d2=0.385 g=4.658 2/2 [==============================] - 0s 12ms/step >89, 181/693, d1=0.590, d2=0.463 g=2.517 2/2 [==============================] - 0s 12ms/step >89, 182/693, d1=0.329, d2=0.353 g=3.161 2/2 [==============================] - 0s 12ms/step >89, 183/693, d1=0.525, d2=0.380 g=5.135 2/2 [==============================] - 0s 12ms/step >89, 184/693, d1=0.497, d2=0.326 g=4.386 2/2 [==============================] - 0s 12ms/step >89, 185/693, d1=0.370, d2=0.329 g=3.743 2/2 [==============================] - 0s 13ms/step >89, 186/693, d1=0.309, d2=0.359 g=3.279 2/2 [==============================] - 0s 13ms/step >89, 187/693, d1=0.325, d2=0.278 g=4.604 2/2 [==============================] - 0s 17ms/step >89, 188/693, d1=0.547, d2=0.274 g=4.788 2/2 [==============================] - 0s 12ms/step >89, 189/693, d1=0.442, d2=0.318 g=3.074 2/2 [==============================] - 0s 14ms/step >89, 190/693, d1=0.379, d2=0.376 g=3.618 2/2 [==============================] - 0s 16ms/step >89, 191/693, d1=0.314, d2=0.214 g=4.639 2/2 [==============================] - 0s 15ms/step >89, 192/693, d1=0.281, d2=0.294 g=4.167 2/2 [==============================] - 0s 11ms/step >89, 193/693, d1=0.410, d2=0.325 g=4.639 2/2 [==============================] - 0s 11ms/step >89, 194/693, d1=0.557, d2=0.559 g=3.209 2/2 [==============================] - 0s 11ms/step >89, 195/693, d1=0.317, d2=0.274 g=4.557 2/2 [==============================] - 0s 12ms/step >89, 196/693, d1=0.443, d2=0.287 g=3.690 2/2 [==============================] - 0s 11ms/step >89, 197/693, d1=0.284, d2=0.332 g=3.799 2/2 [==============================] - 0s 12ms/step >89, 198/693, d1=0.476, d2=0.371 g=4.318 2/2 [==============================] - 0s 13ms/step >89, 199/693, d1=0.458, d2=0.299 g=5.039 2/2 [==============================] - 0s 13ms/step >89, 200/693, d1=0.378, d2=0.377 g=6.175 2/2 [==============================] - 0s 12ms/step >89, 201/693, d1=0.446, d2=0.248 g=5.085 2/2 [==============================] - 0s 13ms/step >89, 202/693, d1=0.296, d2=0.274 g=4.021 2/2 [==============================] - 0s 12ms/step >89, 203/693, d1=0.315, d2=0.349 g=2.878 2/2 [==============================] - 0s 14ms/step >89, 204/693, d1=0.371, d2=0.355 g=2.380 2/2 [==============================] - 0s 14ms/step >89, 205/693, d1=0.363, d2=0.258 g=4.457 2/2 [==============================] - 0s 11ms/step >89, 206/693, d1=0.451, d2=0.294 g=4.513 2/2 [==============================] - 0s 12ms/step >89, 207/693, d1=0.438, d2=0.384 g=2.835 2/2 [==============================] - 0s 12ms/step >89, 208/693, d1=0.357, d2=0.456 g=4.150 2/2 [==============================] - 0s 12ms/step >89, 209/693, d1=0.441, d2=0.295 g=2.776 2/2 [==============================] - 0s 12ms/step >89, 210/693, d1=0.250, d2=0.311 g=3.748 2/2 [==============================] - 0s 11ms/step >89, 211/693, d1=0.337, d2=0.327 g=4.701 2/2 [==============================] - 0s 12ms/step >89, 212/693, d1=0.395, d2=0.282 g=5.042 2/2 [==============================] - 0s 13ms/step >89, 213/693, d1=0.435, d2=0.278 g=4.810 2/2 [==============================] - 0s 13ms/step >89, 214/693, d1=0.382, d2=0.308 g=4.870 2/2 [==============================] - 0s 12ms/step >89, 215/693, d1=0.285, d2=0.401 g=3.183 2/2 [==============================] - 0s 12ms/step >89, 216/693, d1=0.407, d2=0.247 g=4.040 2/2 [==============================] - 0s 12ms/step >89, 217/693, d1=0.321, d2=0.221 g=7.872 2/2 [==============================] - 0s 12ms/step >89, 218/693, d1=0.521, d2=0.299 g=3.510 2/2 [==============================] - 0s 12ms/step >89, 219/693, d1=0.418, d2=0.345 g=3.461 2/2 [==============================] - 0s 12ms/step >89, 220/693, d1=0.298, d2=0.357 g=3.647 2/2 [==============================] - 0s 12ms/step >89, 221/693, d1=0.359, d2=0.407 g=4.555 2/2 [==============================] - 0s 11ms/step >89, 222/693, d1=0.331, d2=0.329 g=3.126 2/2 [==============================] - 0s 11ms/step >89, 223/693, d1=0.523, d2=0.264 g=2.627 2/2 [==============================] - 0s 13ms/step >89, 224/693, d1=0.528, d2=0.326 g=4.132 2/2 [==============================] - 0s 13ms/step >89, 225/693, d1=0.480, d2=0.326 g=5.943 2/2 [==============================] - 0s 13ms/step >89, 226/693, d1=0.426, d2=0.381 g=3.920 2/2 [==============================] - 0s 12ms/step >89, 227/693, d1=0.372, d2=0.417 g=5.422 2/2 [==============================] - 0s 12ms/step >89, 228/693, d1=0.396, d2=0.274 g=4.063 2/2 [==============================] - 0s 13ms/step >89, 229/693, d1=0.361, d2=0.232 g=5.168 2/2 [==============================] - 0s 11ms/step >89, 230/693, d1=0.462, d2=0.329 g=4.703 2/2 [==============================] - 0s 12ms/step >89, 231/693, d1=0.497, d2=0.235 g=3.873 2/2 [==============================] - 0s 13ms/step >89, 232/693, d1=0.418, d2=0.403 g=3.650 2/2 [==============================] - 0s 11ms/step >89, 233/693, d1=0.363, d2=0.291 g=3.215 2/2 [==============================] - 0s 12ms/step >89, 234/693, d1=0.377, d2=0.276 g=4.637 2/2 [==============================] - 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0s 12ms/step >89, 257/693, d1=0.373, d2=0.395 g=3.000 2/2 [==============================] - 0s 11ms/step >89, 258/693, d1=0.430, d2=0.371 g=5.123 2/2 [==============================] - 0s 13ms/step >89, 259/693, d1=0.323, d2=0.308 g=5.362 2/2 [==============================] - 0s 12ms/step >89, 260/693, d1=0.422, d2=0.295 g=4.357 2/2 [==============================] - 0s 12ms/step >89, 261/693, d1=0.365, d2=0.235 g=3.963 2/2 [==============================] - 0s 12ms/step >89, 262/693, d1=0.205, d2=0.276 g=3.773 2/2 [==============================] - 0s 12ms/step >89, 263/693, d1=0.408, d2=0.456 g=5.900 2/2 [==============================] - 0s 12ms/step >89, 264/693, d1=0.368, d2=0.291 g=2.851 2/2 [==============================] - 0s 12ms/step >89, 265/693, d1=0.562, d2=0.257 g=5.450 2/2 [==============================] - 0s 11ms/step >89, 266/693, d1=0.381, d2=0.399 g=4.091 2/2 [==============================] - 0s 12ms/step >89, 267/693, d1=0.467, d2=0.390 g=3.443 2/2 [==============================] - 0s 11ms/step >89, 268/693, d1=0.511, d2=0.294 g=3.536 2/2 [==============================] - 0s 12ms/step >89, 269/693, d1=0.352, d2=0.309 g=3.700 2/2 [==============================] - 0s 12ms/step >89, 270/693, d1=0.310, d2=0.306 g=6.482 2/2 [==============================] - 0s 11ms/step >89, 271/693, d1=0.232, d2=0.383 g=3.924 2/2 [==============================] - 0s 13ms/step >89, 272/693, d1=0.593, d2=0.230 g=5.736 2/2 [==============================] - 0s 15ms/step >89, 273/693, d1=0.561, d2=0.419 g=3.245 2/2 [==============================] - 0s 12ms/step >89, 274/693, d1=0.406, d2=0.290 g=2.794 2/2 [==============================] - 0s 12ms/step >89, 275/693, d1=0.375, d2=0.364 g=4.069 2/2 [==============================] - 0s 12ms/step >89, 276/693, d1=0.381, d2=0.283 g=3.793 2/2 [==============================] - 0s 12ms/step >89, 277/693, d1=0.542, d2=0.396 g=3.640 2/2 [==============================] - 0s 12ms/step >89, 278/693, d1=0.394, d2=0.408 g=3.891 2/2 [==============================] - 0s 12ms/step >89, 279/693, d1=0.362, d2=0.414 g=4.378 2/2 [==============================] - 0s 12ms/step >89, 280/693, d1=0.382, d2=0.246 g=3.098 2/2 [==============================] - 0s 12ms/step >89, 281/693, d1=0.524, d2=0.301 g=3.384 2/2 [==============================] - 0s 13ms/step >89, 282/693, d1=0.440, d2=0.368 g=5.669 2/2 [==============================] - 0s 12ms/step >89, 283/693, d1=0.354, d2=0.350 g=6.776 2/2 [==============================] - 0s 11ms/step >89, 284/693, d1=0.439, d2=0.335 g=3.788 2/2 [==============================] - 0s 12ms/step >89, 285/693, d1=0.312, d2=0.259 g=3.869 2/2 [==============================] - 0s 12ms/step >89, 286/693, d1=0.508, d2=0.360 g=4.897 2/2 [==============================] - 0s 13ms/step >89, 287/693, d1=0.235, d2=0.402 g=3.247 2/2 [==============================] - 0s 12ms/step >89, 288/693, d1=0.556, d2=0.387 g=4.264 2/2 [==============================] - 0s 12ms/step >89, 289/693, d1=0.507, d2=0.393 g=2.336 2/2 [==============================] - 0s 12ms/step >89, 290/693, d1=0.396, d2=0.371 g=2.315 2/2 [==============================] - 0s 12ms/step >89, 291/693, d1=0.470, d2=0.245 g=2.622 2/2 [==============================] - 0s 13ms/step >89, 292/693, d1=0.578, d2=0.327 g=3.625 2/2 [==============================] - 0s 12ms/step >89, 293/693, d1=0.338, d2=0.309 g=4.080 2/2 [==============================] - 0s 12ms/step >89, 294/693, d1=0.434, d2=0.325 g=3.803 2/2 [==============================] - 0s 12ms/step >89, 295/693, d1=0.364, d2=0.292 g=4.823 2/2 [==============================] - 0s 12ms/step >89, 296/693, d1=0.297, d2=0.279 g=3.342 2/2 [==============================] - 0s 13ms/step >89, 297/693, d1=0.411, d2=0.307 g=4.689 2/2 [==============================] - 0s 12ms/step >89, 298/693, d1=0.334, d2=0.311 g=5.052 2/2 [==============================] - 0s 13ms/step >89, 299/693, d1=0.239, d2=0.337 g=4.867 2/2 [==============================] - 0s 12ms/step >89, 300/693, d1=0.463, d2=0.297 g=4.160 2/2 [==============================] - 0s 11ms/step >89, 301/693, d1=0.413, d2=0.305 g=3.513 2/2 [==============================] - 0s 11ms/step >89, 302/693, d1=0.309, d2=0.370 g=3.556 2/2 [==============================] - 0s 12ms/step >89, 303/693, d1=0.267, d2=0.232 g=4.156 2/2 [==============================] - 0s 12ms/step >89, 304/693, d1=0.469, d2=0.261 g=3.742 2/2 [==============================] - 0s 11ms/step >89, 305/693, d1=0.438, d2=0.391 g=5.401 2/2 [==============================] - 0s 12ms/step >89, 306/693, d1=0.428, d2=0.379 g=4.773 2/2 [==============================] - 0s 14ms/step >89, 307/693, d1=0.320, d2=0.370 g=4.708 2/2 [==============================] - 0s 13ms/step >89, 308/693, d1=0.383, d2=0.334 g=3.541 2/2 [==============================] - 0s 12ms/step >89, 309/693, d1=0.494, d2=0.347 g=2.836 2/2 [==============================] - 0s 13ms/step >89, 310/693, d1=0.312, d2=0.282 g=4.995 2/2 [==============================] - 0s 13ms/step >89, 311/693, d1=0.397, d2=0.398 g=3.935 2/2 [==============================] - 0s 12ms/step >89, 312/693, d1=0.358, d2=0.275 g=5.608 2/2 [==============================] - 0s 11ms/step >89, 313/693, d1=0.436, d2=0.295 g=4.675 2/2 [==============================] - 0s 13ms/step >89, 314/693, d1=0.410, d2=0.294 g=2.872 2/2 [==============================] - 0s 12ms/step >89, 315/693, d1=0.432, d2=0.328 g=4.412 2/2 [==============================] - 0s 13ms/step >89, 316/693, d1=0.504, d2=0.422 g=3.282 2/2 [==============================] - 0s 12ms/step >89, 317/693, d1=0.331, d2=0.284 g=6.509 2/2 [==============================] - 0s 12ms/step >89, 318/693, d1=0.386, d2=0.312 g=3.081 2/2 [==============================] - 0s 11ms/step >89, 319/693, d1=0.366, d2=0.283 g=5.243 2/2 [==============================] - 0s 11ms/step >89, 320/693, d1=0.369, d2=0.369 g=3.025 2/2 [==============================] - 0s 11ms/step >89, 321/693, d1=0.460, d2=0.310 g=2.723 2/2 [==============================] - 0s 12ms/step >89, 322/693, d1=0.416, d2=0.331 g=4.174 2/2 [==============================] - 0s 13ms/step >89, 323/693, d1=0.312, d2=0.402 g=4.051 2/2 [==============================] - 0s 14ms/step >89, 324/693, d1=0.491, d2=0.209 g=4.687 2/2 [==============================] - 0s 12ms/step >89, 325/693, d1=0.418, d2=0.371 g=3.985 2/2 [==============================] - 0s 13ms/step >89, 326/693, d1=0.495, d2=0.423 g=1.950 2/2 [==============================] - 0s 12ms/step >89, 327/693, d1=0.415, d2=0.349 g=4.074 2/2 [==============================] - 0s 12ms/step >89, 328/693, d1=0.480, d2=0.349 g=5.104 2/2 [==============================] - 0s 15ms/step >89, 329/693, d1=0.430, d2=0.261 g=2.829 2/2 [==============================] - 0s 12ms/step >89, 330/693, d1=0.381, d2=0.328 g=3.640 2/2 [==============================] - 0s 11ms/step >89, 331/693, d1=0.318, d2=0.355 g=4.712 2/2 [==============================] - 0s 12ms/step >89, 332/693, d1=0.454, d2=0.411 g=5.717 2/2 [==============================] - 0s 12ms/step >89, 333/693, d1=0.431, d2=0.276 g=5.440 2/2 [==============================] - 0s 13ms/step >89, 334/693, d1=0.393, d2=0.291 g=4.943 2/2 [==============================] - 0s 11ms/step >89, 335/693, d1=0.282, d2=0.279 g=3.351 2/2 [==============================] - 0s 15ms/step >89, 336/693, d1=0.474, d2=0.452 g=3.455 2/2 [==============================] - 0s 12ms/step >89, 337/693, d1=0.496, d2=0.348 g=3.769 2/2 [==============================] - 0s 13ms/step >89, 338/693, d1=0.422, d2=0.319 g=4.432 2/2 [==============================] - 0s 14ms/step >89, 339/693, d1=0.482, d2=0.268 g=3.742 2/2 [==============================] - 0s 12ms/step >89, 340/693, d1=0.426, d2=0.408 g=5.063 2/2 [==============================] - 0s 11ms/step >89, 341/693, d1=0.358, d2=0.234 g=5.241 2/2 [==============================] - 0s 12ms/step >89, 342/693, d1=0.474, d2=0.353 g=3.829 2/2 [==============================] - 0s 13ms/step >89, 343/693, d1=0.259, d2=0.221 g=3.678 2/2 [==============================] - 0s 11ms/step >89, 344/693, d1=0.343, d2=0.303 g=2.980 2/2 [==============================] - 0s 11ms/step >89, 345/693, d1=0.424, d2=0.332 g=3.990 2/2 [==============================] - 0s 12ms/step >89, 346/693, d1=0.263, d2=0.356 g=3.980 2/2 [==============================] - 0s 12ms/step >89, 347/693, d1=0.446, d2=0.298 g=4.168 2/2 [==============================] - 0s 13ms/step >89, 348/693, d1=0.579, d2=0.313 g=3.623 2/2 [==============================] - 0s 13ms/step >89, 349/693, d1=0.334, d2=0.390 g=3.226 2/2 [==============================] - 0s 11ms/step >89, 350/693, d1=0.287, d2=0.316 g=4.544 2/2 [==============================] - 0s 11ms/step >89, 351/693, d1=0.311, d2=0.405 g=5.559 2/2 [==============================] - 0s 12ms/step >89, 352/693, d1=0.398, d2=0.282 g=3.047 2/2 [==============================] - 0s 12ms/step >89, 353/693, d1=0.521, d2=0.302 g=3.575 2/2 [==============================] - 0s 13ms/step >89, 354/693, d1=0.420, d2=0.357 g=4.381 2/2 [==============================] - 0s 12ms/step >89, 355/693, d1=0.423, d2=0.338 g=4.775 2/2 [==============================] - 0s 12ms/step >89, 356/693, d1=0.402, d2=0.232 g=4.438 2/2 [==============================] - 0s 11ms/step >89, 357/693, d1=0.359, d2=0.270 g=2.521 2/2 [==============================] - 0s 11ms/step >89, 358/693, d1=0.408, d2=0.323 g=4.667 2/2 [==============================] - 0s 13ms/step >89, 359/693, d1=0.515, d2=0.345 g=3.931 2/2 [==============================] - 0s 11ms/step >89, 360/693, d1=0.364, d2=0.324 g=4.375 2/2 [==============================] - 0s 13ms/step >89, 361/693, d1=0.547, d2=0.346 g=2.689 2/2 [==============================] - 0s 13ms/step >89, 362/693, d1=0.612, d2=0.340 g=3.393 2/2 [==============================] - 0s 12ms/step >89, 363/693, d1=0.500, d2=0.405 g=3.941 2/2 [==============================] - 0s 12ms/step >89, 364/693, d1=0.566, d2=0.488 g=3.625 2/2 [==============================] - 0s 11ms/step >89, 365/693, d1=0.382, d2=0.331 g=3.655 2/2 [==============================] - 0s 13ms/step >89, 366/693, d1=0.435, d2=0.408 g=4.900 2/2 [==============================] - 0s 12ms/step >89, 367/693, d1=0.554, d2=0.341 g=4.998 2/2 [==============================] - 0s 12ms/step >89, 368/693, d1=0.490, d2=0.397 g=3.848 2/2 [==============================] - 0s 12ms/step >89, 369/693, d1=0.498, d2=0.296 g=4.308 2/2 [==============================] - 0s 20ms/step >89, 370/693, d1=0.402, d2=0.317 g=3.580 2/2 [==============================] - 0s 12ms/step >89, 371/693, d1=0.467, d2=0.401 g=5.395 2/2 [==============================] - 0s 12ms/step >89, 372/693, d1=0.282, d2=0.283 g=3.534 2/2 [==============================] - 0s 12ms/step >89, 373/693, d1=0.371, d2=0.294 g=3.086 2/2 [==============================] - 0s 12ms/step >89, 374/693, d1=0.430, d2=0.369 g=3.758 2/2 [==============================] - 0s 12ms/step >89, 375/693, d1=0.461, d2=0.404 g=5.514 2/2 [==============================] - 0s 12ms/step >89, 376/693, d1=0.582, d2=0.303 g=4.031 2/2 [==============================] - 0s 12ms/step >89, 377/693, d1=0.355, d2=0.493 g=4.372 2/2 [==============================] - 0s 13ms/step >89, 378/693, d1=0.336, d2=0.345 g=2.883 2/2 [==============================] - 0s 13ms/step >89, 379/693, d1=0.352, d2=0.267 g=4.282 2/2 [==============================] - 0s 12ms/step >89, 380/693, d1=0.485, d2=0.324 g=5.460 2/2 [==============================] - 0s 13ms/step >89, 381/693, d1=0.440, d2=0.370 g=3.303 2/2 [==============================] - 0s 12ms/step >89, 382/693, d1=0.425, d2=0.388 g=2.608 2/2 [==============================] - 0s 13ms/step >89, 383/693, d1=0.420, d2=0.408 g=4.143 2/2 [==============================] - 0s 12ms/step >89, 384/693, d1=0.418, d2=0.362 g=2.936 2/2 [==============================] - 0s 12ms/step >89, 385/693, d1=0.351, d2=0.343 g=4.589 2/2 [==============================] - 0s 12ms/step >89, 386/693, d1=0.385, d2=0.282 g=3.183 2/2 [==============================] - 0s 12ms/step >89, 387/693, d1=0.316, d2=0.350 g=3.927 2/2 [==============================] - 0s 12ms/step >89, 388/693, d1=0.524, d2=0.334 g=3.415 2/2 [==============================] - 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0s 11ms/step >89, 411/693, d1=0.376, d2=0.307 g=4.432 2/2 [==============================] - 0s 12ms/step >89, 412/693, d1=0.339, d2=0.232 g=6.277 2/2 [==============================] - 0s 11ms/step >89, 413/693, d1=0.369, d2=0.319 g=3.725 2/2 [==============================] - 0s 12ms/step >89, 414/693, d1=0.343, d2=0.279 g=5.275 2/2 [==============================] - 0s 11ms/step >89, 415/693, d1=0.299, d2=0.349 g=2.968 2/2 [==============================] - 0s 12ms/step >89, 416/693, d1=0.500, d2=0.253 g=4.395 2/2 [==============================] - 0s 12ms/step >89, 417/693, d1=0.363, d2=0.264 g=5.441 2/2 [==============================] - 0s 12ms/step >89, 418/693, d1=0.455, d2=0.357 g=5.569 2/2 [==============================] - 0s 12ms/step >89, 419/693, d1=0.312, d2=0.300 g=4.345 2/2 [==============================] - 0s 12ms/step >89, 420/693, d1=0.326, d2=0.387 g=3.182 2/2 [==============================] - 0s 12ms/step >89, 421/693, d1=0.273, d2=0.340 g=4.441 2/2 [==============================] - 0s 12ms/step >89, 422/693, d1=0.381, d2=0.296 g=4.313 2/2 [==============================] - 0s 11ms/step >89, 423/693, d1=0.652, d2=0.491 g=3.233 2/2 [==============================] - 0s 12ms/step >89, 424/693, d1=0.570, d2=0.359 g=4.263 2/2 [==============================] - 0s 12ms/step >89, 425/693, d1=0.542, d2=0.389 g=4.389 2/2 [==============================] - 0s 11ms/step >89, 426/693, d1=0.458, d2=0.284 g=4.322 2/2 [==============================] - 0s 12ms/step >89, 427/693, d1=0.528, d2=0.367 g=3.552 2/2 [==============================] - 0s 12ms/step >89, 428/693, d1=0.306, d2=0.298 g=4.678 2/2 [==============================] - 0s 11ms/step >89, 429/693, d1=0.541, d2=0.348 g=5.568 2/2 [==============================] - 0s 11ms/step >89, 430/693, d1=0.345, d2=0.408 g=2.727 2/2 [==============================] - 0s 13ms/step >89, 431/693, d1=0.272, d2=0.258 g=5.737 2/2 [==============================] - 0s 12ms/step >89, 432/693, d1=0.357, d2=0.318 g=4.487 2/2 [==============================] - 0s 12ms/step >89, 433/693, d1=0.618, d2=0.327 g=4.933 2/2 [==============================] - 0s 11ms/step >89, 434/693, d1=0.422, d2=0.328 g=4.540 2/2 [==============================] - 0s 11ms/step >89, 435/693, d1=0.256, d2=0.287 g=3.002 2/2 [==============================] - 0s 12ms/step >89, 436/693, d1=0.481, d2=0.449 g=5.456 2/2 [==============================] - 0s 13ms/step >89, 437/693, d1=0.314, d2=0.346 g=3.191 2/2 [==============================] - 0s 11ms/step >89, 438/693, d1=0.513, d2=0.410 g=3.511 2/2 [==============================] - 0s 12ms/step >89, 439/693, d1=0.415, d2=0.405 g=4.828 2/2 [==============================] - 0s 12ms/step >89, 440/693, d1=0.352, d2=0.308 g=3.757 2/2 [==============================] - 0s 14ms/step >89, 441/693, d1=0.339, d2=0.270 g=3.597 2/2 [==============================] - 0s 11ms/step >89, 442/693, d1=0.428, d2=0.320 g=5.214 2/2 [==============================] - 0s 12ms/step >89, 443/693, d1=0.264, d2=0.335 g=2.394 2/2 [==============================] - 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0s 13ms/step >89, 477/693, d1=0.396, d2=0.235 g=4.270 2/2 [==============================] - 0s 11ms/step >89, 478/693, d1=0.423, d2=0.282 g=2.333 2/2 [==============================] - 0s 11ms/step >89, 479/693, d1=0.350, d2=0.236 g=4.428 2/2 [==============================] - 0s 12ms/step >89, 480/693, d1=0.373, d2=0.326 g=5.402 2/2 [==============================] - 0s 12ms/step >89, 481/693, d1=0.424, d2=0.380 g=3.997 2/2 [==============================] - 0s 11ms/step >89, 482/693, d1=0.345, d2=0.349 g=3.548 2/2 [==============================] - 0s 13ms/step >89, 483/693, d1=0.398, d2=0.398 g=3.229 2/2 [==============================] - 0s 12ms/step >89, 484/693, d1=0.499, d2=0.282 g=3.268 2/2 [==============================] - 0s 11ms/step >89, 485/693, d1=0.435, d2=0.388 g=3.932 2/2 [==============================] - 0s 12ms/step >89, 486/693, d1=0.470, d2=0.363 g=4.099 2/2 [==============================] - 0s 12ms/step >89, 487/693, d1=0.410, d2=0.300 g=5.566 2/2 [==============================] - 0s 12ms/step >89, 488/693, d1=0.227, d2=0.376 g=2.795 2/2 [==============================] - 0s 12ms/step >89, 489/693, d1=0.513, d2=0.324 g=4.038 2/2 [==============================] - 0s 13ms/step >89, 490/693, d1=0.323, d2=0.285 g=6.004 2/2 [==============================] - 0s 13ms/step >89, 491/693, d1=0.328, d2=0.329 g=4.294 2/2 [==============================] - 0s 11ms/step >89, 492/693, d1=0.383, d2=0.291 g=4.845 2/2 [==============================] - 0s 12ms/step >89, 493/693, d1=0.338, d2=0.300 g=3.241 2/2 [==============================] - 0s 13ms/step >89, 494/693, d1=0.416, d2=0.352 g=3.193 2/2 [==============================] - 0s 13ms/step >89, 495/693, d1=0.440, d2=0.331 g=3.981 2/2 [==============================] - 0s 12ms/step >89, 496/693, d1=0.372, d2=0.260 g=4.292 2/2 [==============================] - 0s 12ms/step >89, 497/693, d1=0.474, d2=0.387 g=4.660 2/2 [==============================] - 0s 12ms/step >89, 498/693, d1=0.420, d2=0.395 g=3.432 2/2 [==============================] - 0s 13ms/step >89, 499/693, d1=0.362, d2=0.275 g=4.134 2/2 [==============================] - 0s 12ms/step >89, 500/693, d1=0.540, d2=0.325 g=3.365 2/2 [==============================] - 0s 13ms/step >89, 501/693, d1=0.422, d2=0.243 g=3.983 2/2 [==============================] - 0s 12ms/step >89, 502/693, d1=0.358, d2=0.327 g=2.839 2/2 [==============================] - 0s 12ms/step >89, 503/693, d1=0.318, d2=0.447 g=4.419 2/2 [==============================] - 0s 11ms/step >89, 504/693, d1=0.484, d2=0.267 g=5.178 2/2 [==============================] - 0s 12ms/step >89, 505/693, d1=0.629, d2=0.308 g=4.669 2/2 [==============================] - 0s 14ms/step >89, 506/693, d1=0.360, d2=0.547 g=4.768 2/2 [==============================] - 0s 11ms/step >89, 507/693, d1=0.350, d2=0.338 g=3.689 2/2 [==============================] - 0s 12ms/step >89, 508/693, d1=0.430, d2=0.357 g=6.462 2/2 [==============================] - 0s 13ms/step >89, 509/693, d1=0.372, d2=0.315 g=5.509 2/2 [==============================] - 0s 13ms/step >89, 510/693, d1=0.387, d2=0.243 g=2.862 2/2 [==============================] - 0s 12ms/step >89, 511/693, d1=0.445, d2=0.480 g=5.170 2/2 [==============================] - 0s 13ms/step >89, 512/693, d1=0.418, d2=0.333 g=3.779 2/2 [==============================] - 0s 12ms/step >89, 513/693, d1=0.332, d2=0.280 g=5.651 2/2 [==============================] - 0s 12ms/step >89, 514/693, d1=0.506, d2=0.349 g=4.378 2/2 [==============================] - 0s 12ms/step >89, 515/693, d1=0.331, d2=0.327 g=4.309 2/2 [==============================] - 0s 13ms/step >89, 516/693, d1=0.435, d2=0.287 g=5.965 2/2 [==============================] - 0s 12ms/step >89, 517/693, d1=0.484, d2=0.229 g=6.004 2/2 [==============================] - 0s 12ms/step >89, 518/693, d1=0.398, d2=0.352 g=4.070 2/2 [==============================] - 0s 13ms/step >89, 519/693, d1=0.497, d2=0.376 g=3.594 2/2 [==============================] - 0s 12ms/step >89, 520/693, d1=0.540, d2=0.301 g=3.790 2/2 [==============================] - 0s 12ms/step >89, 521/693, d1=0.316, d2=0.380 g=2.758 2/2 [==============================] - 0s 11ms/step >89, 522/693, d1=0.382, d2=0.328 g=6.014 2/2 [==============================] - 0s 10ms/step >89, 523/693, d1=0.390, d2=0.305 g=6.333 2/2 [==============================] - 0s 12ms/step >89, 524/693, d1=0.471, d2=0.328 g=4.580 2/2 [==============================] - 0s 12ms/step >89, 525/693, d1=0.264, d2=0.327 g=3.933 2/2 [==============================] - 0s 12ms/step >89, 526/693, d1=0.489, d2=0.344 g=4.217 2/2 [==============================] - 0s 13ms/step >89, 527/693, d1=0.387, d2=0.339 g=3.755 2/2 [==============================] - 0s 11ms/step >89, 528/693, d1=0.303, d2=0.313 g=2.887 2/2 [==============================] - 0s 11ms/step >89, 529/693, d1=0.372, d2=0.303 g=3.286 2/2 [==============================] - 0s 11ms/step >89, 530/693, d1=0.450, d2=0.200 g=3.579 2/2 [==============================] - 0s 12ms/step >89, 531/693, d1=0.376, d2=0.403 g=4.306 2/2 [==============================] - 0s 13ms/step >89, 532/693, d1=0.424, d2=0.278 g=3.799 2/2 [==============================] - 0s 11ms/step >89, 533/693, d1=0.407, d2=0.360 g=3.281 2/2 [==============================] - 0s 12ms/step >89, 534/693, d1=0.428, d2=0.280 g=5.763 2/2 [==============================] - 0s 12ms/step >89, 535/693, d1=0.460, d2=0.301 g=3.894 2/2 [==============================] - 0s 12ms/step >89, 536/693, d1=0.360, d2=0.363 g=4.390 2/2 [==============================] - 0s 14ms/step >89, 537/693, d1=0.445, d2=0.300 g=6.138 2/2 [==============================] - 0s 11ms/step >89, 538/693, d1=0.312, d2=0.413 g=3.770 2/2 [==============================] - 0s 12ms/step >89, 539/693, d1=0.327, d2=0.303 g=4.784 2/2 [==============================] - 0s 13ms/step >89, 540/693, d1=0.462, d2=0.413 g=4.354 2/2 [==============================] - 0s 14ms/step >89, 541/693, d1=0.406, d2=0.285 g=3.918 2/2 [==============================] - 0s 12ms/step >89, 542/693, d1=0.272, d2=0.255 g=4.215 2/2 [==============================] - 0s 13ms/step >89, 543/693, d1=0.396, d2=0.278 g=4.120 2/2 [==============================] - 0s 12ms/step >89, 544/693, d1=0.260, d2=0.312 g=3.217 2/2 [==============================] - 0s 12ms/step >89, 545/693, d1=0.369, d2=0.317 g=4.601 2/2 [==============================] - 0s 11ms/step >89, 546/693, d1=0.396, d2=0.261 g=5.311 2/2 [==============================] - 0s 10ms/step >89, 547/693, d1=0.313, d2=0.348 g=3.877 2/2 [==============================] - 0s 12ms/step >89, 548/693, d1=0.465, d2=0.458 g=2.408 2/2 [==============================] - 0s 13ms/step >89, 549/693, d1=0.362, d2=0.326 g=3.713 2/2 [==============================] - 0s 11ms/step >89, 550/693, d1=0.539, d2=0.275 g=5.050 2/2 [==============================] - 0s 12ms/step >89, 551/693, d1=0.383, d2=0.303 g=5.486 2/2 [==============================] - 0s 12ms/step >89, 552/693, d1=0.482, d2=0.318 g=3.524 2/2 [==============================] - 0s 12ms/step >89, 553/693, d1=0.255, d2=0.247 g=5.179 2/2 [==============================] - 0s 12ms/step >89, 554/693, d1=0.445, d2=0.312 g=4.130 2/2 [==============================] - 0s 12ms/step >89, 555/693, d1=0.479, d2=0.482 g=5.186 2/2 [==============================] - 0s 12ms/step >89, 556/693, d1=0.288, d2=0.291 g=3.105 2/2 [==============================] - 0s 13ms/step >89, 557/693, d1=0.319, d2=0.287 g=2.487 2/2 [==============================] - 0s 13ms/step >89, 558/693, d1=0.558, d2=0.260 g=5.520 2/2 [==============================] - 0s 12ms/step >89, 559/693, d1=0.273, d2=0.296 g=5.895 2/2 [==============================] - 0s 12ms/step >89, 560/693, d1=0.511, d2=0.336 g=4.573 2/2 [==============================] - 0s 13ms/step >89, 561/693, d1=0.437, d2=0.358 g=4.434 2/2 [==============================] - 0s 12ms/step >89, 562/693, d1=0.337, d2=0.463 g=2.417 2/2 [==============================] - 0s 12ms/step >89, 563/693, d1=0.397, d2=0.269 g=3.655 2/2 [==============================] - 0s 12ms/step >89, 564/693, d1=0.491, d2=0.275 g=5.795 2/2 [==============================] - 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0s 11ms/step >89, 576/693, d1=0.350, d2=0.355 g=3.338 2/2 [==============================] - 0s 12ms/step >89, 577/693, d1=0.266, d2=0.300 g=3.090 2/2 [==============================] - 0s 12ms/step >89, 578/693, d1=0.410, d2=0.288 g=4.913 2/2 [==============================] - 0s 12ms/step >89, 579/693, d1=0.446, d2=0.298 g=4.595 2/2 [==============================] - 0s 12ms/step >89, 580/693, d1=0.376, d2=0.455 g=4.242 2/2 [==============================] - 0s 13ms/step >89, 581/693, d1=0.365, d2=0.364 g=4.975 2/2 [==============================] - 0s 12ms/step >89, 582/693, d1=0.559, d2=0.237 g=3.646 2/2 [==============================] - 0s 12ms/step >89, 583/693, d1=0.405, d2=0.271 g=5.028 2/2 [==============================] - 0s 11ms/step >89, 584/693, d1=0.405, d2=0.354 g=3.731 2/2 [==============================] - 0s 13ms/step >89, 585/693, d1=0.416, d2=0.348 g=5.348 2/2 [==============================] - 0s 12ms/step >89, 586/693, d1=0.392, d2=0.317 g=3.505 2/2 [==============================] - 0s 11ms/step >89, 587/693, d1=0.334, d2=0.331 g=5.337 2/2 [==============================] - 0s 12ms/step >89, 588/693, d1=0.393, d2=0.295 g=4.340 2/2 [==============================] - 0s 13ms/step >89, 589/693, d1=0.304, d2=0.282 g=3.634 2/2 [==============================] - 0s 13ms/step >89, 590/693, d1=0.293, d2=0.336 g=3.147 2/2 [==============================] - 0s 14ms/step >89, 591/693, d1=0.350, d2=0.328 g=5.814 2/2 [==============================] - 0s 12ms/step >89, 592/693, d1=0.410, d2=0.293 g=3.876 2/2 [==============================] - 0s 11ms/step >89, 593/693, d1=0.363, d2=0.291 g=4.932 2/2 [==============================] - 0s 14ms/step >89, 594/693, d1=0.340, d2=0.270 g=4.961 2/2 [==============================] - 0s 12ms/step >89, 595/693, d1=0.333, d2=0.272 g=3.530 2/2 [==============================] - 0s 13ms/step >89, 596/693, d1=0.455, d2=0.384 g=6.784 2/2 [==============================] - 0s 11ms/step >89, 597/693, d1=0.287, d2=0.337 g=3.961 2/2 [==============================] - 0s 12ms/step >89, 598/693, d1=0.405, d2=0.374 g=3.690 2/2 [==============================] - 0s 12ms/step >89, 599/693, d1=0.364, d2=0.202 g=3.451 2/2 [==============================] - 0s 13ms/step >89, 600/693, d1=0.524, d2=0.262 g=3.465 2/2 [==============================] - 0s 12ms/step >89, 601/693, d1=0.406, d2=0.419 g=3.277 2/2 [==============================] - 0s 12ms/step >89, 602/693, d1=0.410, d2=0.332 g=3.440 2/2 [==============================] - 0s 13ms/step >89, 603/693, d1=0.308, d2=0.285 g=3.962 2/2 [==============================] - 0s 12ms/step >89, 604/693, d1=0.586, d2=0.350 g=3.738 2/2 [==============================] - 0s 12ms/step >89, 605/693, d1=0.277, d2=0.292 g=3.692 2/2 [==============================] - 0s 13ms/step >89, 606/693, d1=0.485, d2=0.344 g=4.544 2/2 [==============================] - 0s 12ms/step >89, 607/693, d1=0.298, d2=0.365 g=3.092 2/2 [==============================] - 0s 18ms/step >89, 608/693, d1=0.465, d2=0.340 g=4.729 2/2 [==============================] - 0s 12ms/step >89, 609/693, d1=0.378, d2=0.398 g=4.668 2/2 [==============================] - 0s 11ms/step >89, 610/693, d1=0.528, d2=0.279 g=2.592 2/2 [==============================] - 0s 12ms/step >89, 611/693, d1=0.338, d2=0.258 g=4.143 2/2 [==============================] - 0s 11ms/step >89, 612/693, d1=0.386, d2=0.281 g=2.818 2/2 [==============================] - 0s 13ms/step >89, 613/693, d1=0.509, d2=0.397 g=5.109 2/2 [==============================] - 0s 12ms/step >89, 614/693, d1=0.286, d2=0.370 g=3.859 2/2 [==============================] - 0s 13ms/step >89, 615/693, d1=0.483, d2=0.392 g=4.031 2/2 [==============================] - 0s 14ms/step >89, 616/693, d1=0.375, d2=0.342 g=4.574 2/2 [==============================] - 0s 12ms/step >89, 617/693, d1=0.498, d2=0.285 g=2.902 2/2 [==============================] - 0s 13ms/step >89, 618/693, d1=0.357, d2=0.306 g=6.596 2/2 [==============================] - 0s 11ms/step >89, 619/693, d1=0.307, d2=0.282 g=4.579 2/2 [==============================] - 0s 12ms/step >89, 620/693, d1=0.413, d2=0.460 g=4.340 2/2 [==============================] - 0s 13ms/step >89, 621/693, d1=0.339, d2=0.377 g=4.724 2/2 [==============================] - 0s 13ms/step >89, 622/693, d1=0.410, d2=0.229 g=4.897 2/2 [==============================] - 0s 12ms/step >89, 623/693, d1=0.314, d2=0.358 g=5.912 2/2 [==============================] - 0s 12ms/step >89, 624/693, d1=0.641, d2=0.311 g=5.253 2/2 [==============================] - 0s 14ms/step >89, 625/693, d1=0.458, d2=0.479 g=3.702 2/2 [==============================] - 0s 14ms/step >89, 626/693, d1=0.451, d2=0.296 g=4.180 2/2 [==============================] - 0s 12ms/step >89, 627/693, d1=0.414, d2=0.410 g=4.262 2/2 [==============================] - 0s 13ms/step >89, 628/693, d1=0.520, d2=0.360 g=3.743 2/2 [==============================] - 0s 13ms/step >89, 629/693, d1=0.317, d2=0.352 g=2.664 2/2 [==============================] - 0s 12ms/step >89, 630/693, d1=0.368, d2=0.264 g=2.812 2/2 [==============================] - 0s 13ms/step >89, 631/693, d1=0.358, d2=0.328 g=4.265 2/2 [==============================] - 0s 13ms/step >89, 632/693, d1=0.431, d2=0.275 g=4.501 2/2 [==============================] - 0s 12ms/step >89, 633/693, d1=0.404, d2=0.273 g=3.520 2/2 [==============================] - 0s 12ms/step >89, 634/693, d1=0.311, d2=0.308 g=5.504 2/2 [==============================] - 0s 12ms/step >89, 635/693, d1=0.342, d2=0.315 g=2.391 2/2 [==============================] - 0s 12ms/step >89, 636/693, d1=0.451, d2=0.352 g=3.724 2/2 [==============================] - 0s 12ms/step >89, 637/693, d1=0.393, d2=0.282 g=4.153 2/2 [==============================] - 0s 13ms/step >89, 638/693, d1=0.477, d2=0.259 g=5.732 2/2 [==============================] - 0s 12ms/step >89, 639/693, d1=0.461, d2=0.273 g=5.365 2/2 [==============================] - 0s 12ms/step >89, 640/693, d1=0.415, d2=0.403 g=3.546 2/2 [==============================] - 0s 11ms/step >89, 641/693, d1=0.391, d2=0.274 g=3.411 2/2 [==============================] - 0s 12ms/step >89, 642/693, d1=0.402, d2=0.414 g=3.676 2/2 [==============================] - 0s 12ms/step >89, 643/693, d1=0.369, d2=0.331 g=4.030 2/2 [==============================] - 0s 13ms/step >89, 644/693, d1=0.481, d2=0.319 g=2.652 2/2 [==============================] - 0s 12ms/step >89, 645/693, d1=0.344, d2=0.303 g=5.191 2/2 [==============================] - 0s 11ms/step >89, 646/693, d1=0.348, d2=0.382 g=3.413 2/2 [==============================] - 0s 11ms/step >89, 647/693, d1=0.419, d2=0.374 g=3.990 2/2 [==============================] - 0s 11ms/step >89, 648/693, d1=0.341, d2=0.267 g=2.922 2/2 [==============================] - 0s 13ms/step >89, 649/693, d1=0.396, d2=0.372 g=3.868 2/2 [==============================] - 0s 12ms/step >89, 650/693, d1=0.330, d2=0.353 g=5.391 2/2 [==============================] - 0s 12ms/step >89, 651/693, d1=0.525, d2=0.271 g=2.417 2/2 [==============================] - 0s 11ms/step >89, 652/693, d1=0.450, d2=0.390 g=4.521 2/2 [==============================] - 0s 12ms/step >89, 653/693, d1=0.311, d2=0.244 g=4.932 2/2 [==============================] - 0s 11ms/step >89, 654/693, d1=0.431, d2=0.474 g=3.516 2/2 [==============================] - 0s 15ms/step >89, 655/693, d1=0.362, d2=0.333 g=4.069 2/2 [==============================] - 0s 13ms/step >89, 656/693, d1=0.437, d2=0.278 g=4.178 2/2 [==============================] - 0s 13ms/step >89, 657/693, d1=0.342, d2=0.316 g=5.478 2/2 [==============================] - 0s 12ms/step >89, 658/693, d1=0.517, d2=0.464 g=4.321 2/2 [==============================] - 0s 12ms/step >89, 659/693, d1=0.508, d2=0.277 g=5.049 2/2 [==============================] - 0s 10ms/step >89, 660/693, d1=0.494, d2=0.303 g=3.754 2/2 [==============================] - 0s 11ms/step >89, 661/693, d1=0.313, d2=0.302 g=3.319 2/2 [==============================] - 0s 11ms/step >89, 662/693, d1=0.342, d2=0.289 g=3.126 2/2 [==============================] - 0s 11ms/step >89, 663/693, d1=0.367, d2=0.223 g=3.730 2/2 [==============================] - 0s 11ms/step >89, 664/693, d1=0.412, d2=0.378 g=3.825 2/2 [==============================] - 0s 12ms/step >89, 665/693, d1=0.428, d2=0.339 g=5.445 2/2 [==============================] - 0s 12ms/step >89, 666/693, d1=0.299, d2=0.335 g=4.514 2/2 [==============================] - 0s 11ms/step >89, 667/693, d1=0.566, d2=0.274 g=3.348 2/2 [==============================] - 0s 12ms/step >89, 668/693, d1=0.352, d2=0.291 g=3.982 2/2 [==============================] - 0s 11ms/step >89, 669/693, d1=0.436, d2=0.385 g=2.252 2/2 [==============================] - 0s 12ms/step >89, 670/693, d1=0.411, d2=0.391 g=4.632 2/2 [==============================] - 0s 12ms/step >89, 671/693, d1=0.549, d2=0.237 g=4.534 2/2 [==============================] - 0s 11ms/step >89, 672/693, d1=0.580, d2=0.367 g=2.684 2/2 [==============================] - 0s 11ms/step >89, 673/693, d1=0.355, d2=0.402 g=5.263 2/2 [==============================] - 0s 12ms/step >89, 674/693, d1=0.397, d2=0.312 g=3.272 2/2 [==============================] - 0s 13ms/step >89, 675/693, d1=0.417, d2=0.230 g=4.645 2/2 [==============================] - 0s 11ms/step >89, 676/693, d1=0.269, d2=0.261 g=2.918 2/2 [==============================] - 0s 12ms/step >89, 677/693, d1=0.383, d2=0.463 g=4.610 2/2 [==============================] - 0s 13ms/step >89, 678/693, d1=0.348, d2=0.278 g=3.305 2/2 [==============================] - 0s 11ms/step >89, 679/693, d1=0.453, d2=0.282 g=3.770 2/2 [==============================] - 0s 11ms/step >89, 680/693, d1=0.428, d2=0.299 g=3.330 2/2 [==============================] - 0s 12ms/step >89, 681/693, d1=0.223, d2=0.243 g=3.893 2/2 [==============================] - 0s 13ms/step >89, 682/693, d1=0.344, d2=0.312 g=5.715 2/2 [==============================] - 0s 13ms/step >89, 683/693, d1=0.409, d2=0.316 g=3.722 2/2 [==============================] - 0s 12ms/step >89, 684/693, d1=0.262, d2=0.304 g=4.078 2/2 [==============================] - 0s 12ms/step >89, 685/693, d1=0.365, d2=0.374 g=4.018 2/2 [==============================] - 0s 13ms/step >89, 686/693, d1=0.541, d2=0.321 g=4.903 2/2 [==============================] - 0s 13ms/step >89, 687/693, d1=0.405, d2=0.333 g=4.446 2/2 [==============================] - 0s 11ms/step >89, 688/693, d1=0.592, d2=0.309 g=3.508 2/2 [==============================] - 0s 11ms/step >89, 689/693, d1=0.232, d2=0.350 g=2.773 2/2 [==============================] - 0s 12ms/step >89, 690/693, d1=0.313, d2=0.473 g=4.252 2/2 [==============================] - 0s 12ms/step >89, 691/693, d1=0.335, d2=0.338 g=3.252 2/2 [==============================] - 0s 12ms/step >89, 692/693, d1=0.490, d2=0.354 g=3.172 2/2 [==============================] - 0s 12ms/step >89, 693/693, d1=0.403, d2=0.297 g=3.535 2/2 [==============================] - 0s 14ms/step >90, 1/693, d1=0.556, d2=0.402 g=4.393 2/2 [==============================] - 0s 12ms/step >90, 2/693, d1=0.473, d2=0.322 g=4.114 2/2 [==============================] - 0s 12ms/step >90, 3/693, d1=0.382, d2=0.329 g=3.496 2/2 [==============================] - 0s 13ms/step >90, 4/693, d1=0.297, d2=0.243 g=6.176 2/2 [==============================] - 0s 12ms/step >90, 5/693, d1=0.331, d2=0.359 g=4.881 2/2 [==============================] - 0s 12ms/step >90, 6/693, d1=0.362, d2=0.311 g=3.841 2/2 [==============================] - 0s 11ms/step >90, 7/693, d1=0.654, d2=0.418 g=3.930 2/2 [==============================] - 0s 13ms/step >90, 8/693, d1=0.380, d2=0.393 g=3.251 2/2 [==============================] - 0s 11ms/step >90, 9/693, d1=0.333, d2=0.430 g=4.247 2/2 [==============================] - 0s 12ms/step >90, 10/693, d1=0.619, d2=0.328 g=4.703 2/2 [==============================] - 0s 11ms/step >90, 11/693, d1=0.388, d2=0.262 g=5.676 2/2 [==============================] - 0s 12ms/step >90, 12/693, d1=0.388, d2=0.312 g=3.648 2/2 [==============================] - 0s 15ms/step >90, 13/693, d1=0.285, d2=0.309 g=3.766 2/2 [==============================] - 0s 11ms/step >90, 14/693, d1=0.439, d2=0.287 g=1.888 2/2 [==============================] - 0s 14ms/step >90, 15/693, d1=0.537, d2=0.361 g=3.188 2/2 [==============================] - 0s 12ms/step >90, 16/693, d1=0.334, d2=0.332 g=3.586 2/2 [==============================] - 0s 12ms/step >90, 17/693, d1=0.376, d2=0.277 g=2.124 2/2 [==============================] - 0s 12ms/step >90, 18/693, d1=0.404, d2=0.208 g=6.763 2/2 [==============================] - 0s 12ms/step >90, 19/693, d1=0.238, d2=0.240 g=5.179 2/2 [==============================] - 0s 11ms/step >90, 20/693, d1=0.361, d2=0.331 g=3.887 2/2 [==============================] - 0s 15ms/step >90, 21/693, d1=0.434, d2=0.328 g=4.439 2/2 [==============================] - 0s 12ms/step >90, 22/693, d1=0.362, d2=0.361 g=2.040 2/2 [==============================] - 0s 12ms/step >90, 23/693, d1=0.480, d2=0.246 g=3.691 2/2 [==============================] - 0s 11ms/step >90, 24/693, d1=0.386, d2=0.364 g=1.764 2/2 [==============================] - 0s 12ms/step >90, 25/693, d1=0.339, d2=0.301 g=3.350 2/2 [==============================] - 0s 12ms/step >90, 26/693, d1=0.352, d2=0.334 g=5.176 2/2 [==============================] - 0s 11ms/step >90, 27/693, d1=0.475, d2=0.296 g=2.750 2/2 [==============================] - 0s 12ms/step >90, 28/693, d1=0.482, d2=0.284 g=4.565 2/2 [==============================] - 0s 13ms/step >90, 29/693, d1=0.212, d2=0.253 g=4.941 2/2 [==============================] - 0s 13ms/step >90, 30/693, d1=0.400, d2=0.300 g=3.202 2/2 [==============================] - 0s 12ms/step >90, 31/693, d1=0.395, d2=0.314 g=4.852 2/2 [==============================] - 0s 11ms/step >90, 32/693, d1=0.315, d2=0.447 g=3.883 2/2 [==============================] - 0s 12ms/step >90, 33/693, d1=0.447, d2=0.266 g=3.740 2/2 [==============================] - 0s 12ms/step >90, 34/693, d1=0.348, d2=0.293 g=3.220 2/2 [==============================] - 0s 13ms/step >90, 35/693, d1=0.370, d2=0.385 g=4.585 2/2 [==============================] - 0s 11ms/step >90, 36/693, d1=0.500, d2=0.242 g=5.534 2/2 [==============================] - 0s 12ms/step >90, 37/693, d1=0.479, d2=0.321 g=3.183 2/2 [==============================] - 0s 11ms/step >90, 38/693, d1=0.411, d2=0.449 g=3.673 2/2 [==============================] - 0s 12ms/step >90, 39/693, d1=0.345, d2=0.311 g=4.105 2/2 [==============================] - 0s 13ms/step >90, 40/693, d1=0.489, d2=0.350 g=3.333 2/2 [==============================] - 0s 13ms/step >90, 41/693, d1=0.453, d2=0.272 g=3.315 2/2 [==============================] - 0s 13ms/step >90, 42/693, d1=0.535, d2=0.246 g=5.530 2/2 [==============================] - 0s 12ms/step >90, 43/693, d1=0.301, d2=0.413 g=4.052 2/2 [==============================] - 0s 11ms/step >90, 44/693, d1=0.435, d2=0.347 g=5.415 2/2 [==============================] - 0s 13ms/step >90, 45/693, d1=0.310, d2=0.253 g=2.279 2/2 [==============================] - 0s 13ms/step >90, 46/693, d1=0.336, d2=0.266 g=4.547 2/2 [==============================] - 0s 13ms/step >90, 47/693, d1=0.346, d2=0.266 g=3.212 2/2 [==============================] - 0s 12ms/step >90, 48/693, d1=0.420, d2=0.372 g=4.968 2/2 [==============================] - 0s 12ms/step >90, 49/693, d1=0.397, d2=0.260 g=3.893 2/2 [==============================] - 0s 12ms/step >90, 50/693, d1=0.340, d2=0.469 g=4.304 2/2 [==============================] - 0s 12ms/step >90, 51/693, d1=0.323, d2=0.342 g=4.146 2/2 [==============================] - 0s 12ms/step >90, 52/693, d1=0.543, d2=0.268 g=4.073 2/2 [==============================] - 0s 12ms/step >90, 53/693, d1=0.325, d2=0.307 g=4.170 2/2 [==============================] - 0s 12ms/step >90, 54/693, d1=0.326, d2=0.418 g=3.282 2/2 [==============================] - 0s 11ms/step >90, 55/693, d1=0.354, d2=0.217 g=4.779 2/2 [==============================] - 0s 11ms/step >90, 56/693, d1=0.386, d2=0.378 g=4.888 2/2 [==============================] - 0s 11ms/step >90, 57/693, d1=0.443, d2=0.235 g=5.478 2/2 [==============================] - 0s 13ms/step >90, 58/693, d1=0.412, d2=0.365 g=5.075 2/2 [==============================] - 0s 12ms/step >90, 59/693, d1=0.468, d2=0.314 g=3.623 2/2 [==============================] - 0s 12ms/step >90, 60/693, d1=0.302, d2=0.351 g=2.272 2/2 [==============================] - 0s 12ms/step >90, 61/693, d1=0.327, d2=0.321 g=2.953 2/2 [==============================] - 0s 13ms/step >90, 62/693, d1=0.466, d2=0.354 g=4.338 2/2 [==============================] - 0s 11ms/step >90, 63/693, d1=0.450, d2=0.345 g=4.203 2/2 [==============================] - 0s 14ms/step >90, 64/693, d1=0.435, d2=0.267 g=4.036 2/2 [==============================] - 0s 13ms/step >90, 65/693, d1=0.434, d2=0.377 g=2.702 2/2 [==============================] - 0s 12ms/step >90, 66/693, d1=0.456, d2=0.329 g=3.625 2/2 [==============================] - 0s 12ms/step >90, 67/693, d1=0.299, d2=0.306 g=7.992 2/2 [==============================] - 0s 13ms/step >90, 68/693, d1=0.419, d2=0.284 g=2.470 2/2 [==============================] - 0s 16ms/step >90, 69/693, d1=0.303, d2=0.363 g=5.232 2/2 [==============================] - 0s 12ms/step >90, 70/693, d1=0.308, d2=0.377 g=4.706 2/2 [==============================] - 0s 13ms/step >90, 71/693, d1=0.471, d2=0.360 g=6.947 2/2 [==============================] - 0s 11ms/step >90, 72/693, d1=0.530, d2=0.353 g=3.262 2/2 [==============================] - 0s 12ms/step >90, 73/693, d1=0.329, d2=0.249 g=3.642 2/2 [==============================] - 0s 13ms/step >90, 74/693, d1=0.456, d2=0.232 g=3.598 2/2 [==============================] - 0s 11ms/step >90, 75/693, d1=0.416, d2=0.364 g=5.055 2/2 [==============================] - 0s 12ms/step >90, 76/693, d1=0.437, d2=0.377 g=3.200 2/2 [==============================] - 0s 13ms/step >90, 77/693, d1=0.322, d2=0.264 g=5.066 2/2 [==============================] - 0s 11ms/step >90, 78/693, d1=0.377, d2=0.431 g=5.539 2/2 [==============================] - 0s 13ms/step >90, 79/693, d1=0.485, d2=0.308 g=3.588 2/2 [==============================] - 0s 12ms/step >90, 80/693, d1=0.412, d2=0.413 g=6.256 2/2 [==============================] - 0s 11ms/step >90, 81/693, d1=0.368, d2=0.187 g=4.614 2/2 [==============================] - 0s 11ms/step >90, 82/693, d1=0.362, d2=0.452 g=2.874 2/2 [==============================] - 0s 12ms/step >90, 83/693, d1=0.372, d2=0.287 g=3.370 2/2 [==============================] - 0s 12ms/step >90, 84/693, d1=0.291, d2=0.219 g=2.636 2/2 [==============================] - 0s 11ms/step >90, 85/693, d1=0.353, d2=0.319 g=2.367 2/2 [==============================] - 0s 12ms/step >90, 86/693, d1=0.447, d2=0.348 g=2.528 2/2 [==============================] - 0s 11ms/step >90, 87/693, d1=0.363, d2=0.311 g=2.130 2/2 [==============================] - 0s 12ms/step >90, 88/693, d1=0.248, d2=0.376 g=4.536 2/2 [==============================] - 0s 14ms/step >90, 89/693, d1=0.451, d2=0.354 g=3.728 2/2 [==============================] - 0s 11ms/step >90, 90/693, d1=0.312, d2=0.427 g=5.437 2/2 [==============================] - 0s 13ms/step >90, 91/693, d1=0.373, d2=0.193 g=2.117 2/2 [==============================] - 0s 12ms/step >90, 92/693, d1=0.612, d2=0.349 g=3.382 2/2 [==============================] - 0s 12ms/step >90, 93/693, d1=0.240, d2=0.341 g=3.738 2/2 [==============================] - 0s 19ms/step >90, 94/693, d1=0.355, d2=0.323 g=3.661 2/2 [==============================] - 0s 11ms/step >90, 95/693, d1=0.491, d2=0.223 g=5.334 2/2 [==============================] - 0s 12ms/step >90, 96/693, d1=0.469, d2=0.420 g=4.868 2/2 [==============================] - 0s 12ms/step >90, 97/693, d1=0.307, d2=0.319 g=5.072 2/2 [==============================] - 0s 11ms/step >90, 98/693, d1=0.425, d2=0.316 g=4.282 2/2 [==============================] - 0s 11ms/step >90, 99/693, d1=0.330, d2=0.302 g=4.510 2/2 [==============================] - 0s 12ms/step >90, 100/693, d1=0.442, d2=0.291 g=4.602 2/2 [==============================] - 0s 12ms/step >90, 101/693, d1=0.478, d2=0.274 g=3.834 2/2 [==============================] - 0s 12ms/step >90, 102/693, d1=0.344, d2=0.619 g=2.653 2/2 [==============================] - 0s 12ms/step >90, 103/693, d1=0.427, d2=0.284 g=4.656 2/2 [==============================] - 0s 13ms/step >90, 104/693, d1=0.275, d2=0.336 g=2.828 2/2 [==============================] - 0s 13ms/step >90, 105/693, d1=0.483, d2=0.238 g=5.532 2/2 [==============================] - 0s 15ms/step >90, 106/693, d1=0.442, d2=0.248 g=3.564 2/2 [==============================] - 0s 14ms/step >90, 107/693, d1=0.422, d2=0.544 g=3.539 2/2 [==============================] - 0s 11ms/step >90, 108/693, d1=0.323, d2=0.270 g=3.908 2/2 [==============================] - 0s 12ms/step >90, 109/693, d1=0.387, d2=0.269 g=6.329 2/2 [==============================] - 0s 11ms/step >90, 110/693, d1=0.470, d2=0.441 g=4.145 2/2 [==============================] - 0s 14ms/step >90, 111/693, d1=0.465, d2=0.334 g=6.438 2/2 [==============================] - 0s 10ms/step >90, 112/693, d1=0.479, d2=0.302 g=5.992 2/2 [==============================] - 0s 12ms/step >90, 113/693, d1=0.400, d2=0.318 g=1.924 2/2 [==============================] - 0s 12ms/step >90, 114/693, d1=0.304, d2=0.345 g=3.059 2/2 [==============================] - 0s 12ms/step >90, 115/693, d1=0.412, d2=0.323 g=4.227 2/2 [==============================] - 0s 12ms/step >90, 116/693, d1=0.436, d2=0.330 g=3.342 2/2 [==============================] - 0s 12ms/step >90, 117/693, d1=0.453, d2=0.302 g=3.965 2/2 [==============================] - 0s 13ms/step >90, 118/693, d1=0.490, d2=0.281 g=5.099 2/2 [==============================] - 0s 12ms/step >90, 119/693, d1=0.281, d2=0.297 g=3.285 2/2 [==============================] - 0s 11ms/step >90, 120/693, d1=0.293, d2=0.446 g=3.750 2/2 [==============================] - 0s 12ms/step >90, 121/693, d1=0.387, d2=0.224 g=2.937 2/2 [==============================] - 0s 12ms/step >90, 122/693, d1=0.295, d2=0.329 g=4.762 2/2 [==============================] - 0s 12ms/step >90, 123/693, d1=0.471, d2=0.334 g=2.499 2/2 [==============================] - 0s 12ms/step >90, 124/693, d1=0.566, d2=0.284 g=2.910 2/2 [==============================] - 0s 11ms/step >90, 125/693, d1=0.316, d2=0.309 g=5.584 2/2 [==============================] - 0s 11ms/step >90, 126/693, d1=0.301, d2=0.346 g=4.268 2/2 [==============================] - 0s 12ms/step >90, 127/693, d1=0.468, d2=0.328 g=3.140 2/2 [==============================] - 0s 12ms/step >90, 128/693, d1=0.328, d2=0.326 g=3.961 2/2 [==============================] - 0s 12ms/step >90, 129/693, d1=0.316, d2=0.389 g=5.862 2/2 [==============================] - 0s 14ms/step >90, 130/693, d1=0.351, d2=0.333 g=3.180 2/2 [==============================] - 0s 12ms/step >90, 131/693, d1=0.463, d2=0.293 g=4.178 2/2 [==============================] - 0s 12ms/step >90, 132/693, d1=0.373, d2=0.466 g=4.119 2/2 [==============================] - 0s 12ms/step >90, 133/693, d1=0.385, d2=0.270 g=4.212 2/2 [==============================] - 0s 11ms/step >90, 134/693, d1=0.355, d2=0.262 g=3.323 2/2 [==============================] - 0s 12ms/step >90, 135/693, d1=0.477, d2=0.343 g=6.326 2/2 [==============================] - 0s 11ms/step >90, 136/693, d1=0.324, d2=0.374 g=3.357 2/2 [==============================] - 0s 11ms/step >90, 137/693, d1=0.439, d2=0.369 g=4.192 2/2 [==============================] - 0s 11ms/step >90, 138/693, d1=0.441, d2=0.265 g=4.484 2/2 [==============================] - 0s 12ms/step >90, 139/693, d1=0.473, d2=0.410 g=3.003 2/2 [==============================] - 0s 13ms/step >90, 140/693, d1=0.338, d2=0.334 g=3.432 2/2 [==============================] - 0s 14ms/step >90, 141/693, d1=0.572, d2=0.330 g=4.578 2/2 [==============================] - 0s 14ms/step >90, 142/693, d1=0.450, d2=0.296 g=5.312 2/2 [==============================] - 0s 15ms/step >90, 143/693, d1=0.366, d2=0.341 g=3.425 2/2 [==============================] - 0s 10ms/step >90, 144/693, d1=0.253, d2=0.338 g=4.970 2/2 [==============================] - 0s 13ms/step >90, 145/693, d1=0.345, d2=0.318 g=5.720 2/2 [==============================] - 0s 14ms/step >90, 146/693, d1=0.386, d2=0.329 g=4.749 2/2 [==============================] - 0s 12ms/step >90, 147/693, d1=0.556, d2=0.305 g=4.711 2/2 [==============================] - 0s 11ms/step >90, 148/693, d1=0.329, d2=0.323 g=2.773 2/2 [==============================] - 0s 13ms/step >90, 149/693, d1=0.396, d2=0.253 g=3.572 2/2 [==============================] - 0s 15ms/step >90, 150/693, d1=0.374, d2=0.403 g=5.354 2/2 [==============================] - 0s 12ms/step >90, 151/693, d1=0.326, d2=0.304 g=6.558 2/2 [==============================] - 0s 11ms/step >90, 152/693, d1=0.470, d2=0.300 g=3.415 2/2 [==============================] - 0s 12ms/step >90, 153/693, d1=0.353, d2=0.333 g=7.378 2/2 [==============================] - 0s 11ms/step >90, 154/693, d1=0.356, d2=0.332 g=4.555 2/2 [==============================] - 0s 11ms/step >90, 155/693, d1=0.405, d2=0.412 g=4.217 2/2 [==============================] - 0s 12ms/step >90, 156/693, d1=0.294, d2=0.340 g=3.186 2/2 [==============================] - 0s 11ms/step >90, 157/693, d1=0.508, d2=0.247 g=5.123 2/2 [==============================] - 0s 12ms/step >90, 158/693, d1=0.415, d2=0.271 g=3.613 2/2 [==============================] - 0s 13ms/step >90, 159/693, d1=0.410, d2=0.329 g=4.799 2/2 [==============================] - 0s 11ms/step >90, 160/693, d1=0.304, d2=0.343 g=7.722 2/2 [==============================] - 0s 11ms/step >90, 161/693, d1=0.423, d2=0.338 g=5.260 2/2 [==============================] - 0s 12ms/step >90, 162/693, d1=0.292, d2=0.306 g=4.535 2/2 [==============================] - 0s 13ms/step >90, 163/693, d1=0.328, d2=0.397 g=5.266 2/2 [==============================] - 0s 12ms/step >90, 164/693, d1=0.489, d2=0.341 g=2.457 2/2 [==============================] - 0s 12ms/step >90, 165/693, d1=0.575, d2=0.330 g=3.602 2/2 [==============================] - 0s 12ms/step >90, 166/693, d1=0.499, d2=0.384 g=3.924 2/2 [==============================] - 0s 12ms/step >90, 167/693, d1=0.297, d2=0.335 g=3.284 2/2 [==============================] - 0s 12ms/step >90, 168/693, d1=0.323, d2=0.310 g=4.876 2/2 [==============================] - 0s 12ms/step >90, 169/693, d1=0.365, d2=0.304 g=3.705 2/2 [==============================] - 0s 12ms/step >90, 170/693, d1=0.297, d2=0.354 g=3.679 2/2 [==============================] - 0s 12ms/step >90, 171/693, d1=0.601, d2=0.320 g=3.109 2/2 [==============================] - 0s 12ms/step >90, 172/693, d1=0.526, d2=0.330 g=5.859 2/2 [==============================] - 0s 12ms/step >90, 173/693, d1=0.445, d2=0.295 g=4.580 2/2 [==============================] - 0s 12ms/step >90, 174/693, d1=0.424, d2=0.287 g=4.374 2/2 [==============================] - 0s 11ms/step >90, 175/693, d1=0.359, d2=0.359 g=4.772 2/2 [==============================] - 0s 12ms/step >90, 176/693, d1=0.235, d2=0.482 g=4.567 2/2 [==============================] - 0s 11ms/step >90, 177/693, d1=0.452, d2=0.316 g=5.511 2/2 [==============================] - 0s 14ms/step >90, 178/693, d1=0.562, d2=0.346 g=5.007 2/2 [==============================] - 0s 13ms/step >90, 179/693, d1=0.405, d2=0.295 g=4.385 2/2 [==============================] - 0s 11ms/step >90, 180/693, d1=0.400, d2=0.315 g=4.063 2/2 [==============================] - 0s 11ms/step >90, 181/693, d1=0.417, d2=0.253 g=4.396 2/2 [==============================] - 0s 13ms/step >90, 182/693, d1=0.371, d2=0.436 g=2.320 2/2 [==============================] - 0s 13ms/step >90, 183/693, d1=0.371, d2=0.321 g=2.628 2/2 [==============================] - 0s 12ms/step >90, 184/693, d1=0.453, d2=0.341 g=2.959 2/2 [==============================] - 0s 13ms/step >90, 185/693, d1=0.303, d2=0.252 g=3.942 2/2 [==============================] - 0s 12ms/step >90, 186/693, d1=0.391, d2=0.300 g=5.371 2/2 [==============================] - 0s 13ms/step >90, 187/693, d1=0.418, d2=0.278 g=3.544 2/2 [==============================] - 0s 13ms/step >90, 188/693, d1=0.333, d2=0.342 g=4.388 2/2 [==============================] - 0s 15ms/step >90, 189/693, d1=0.318, d2=0.314 g=7.602 2/2 [==============================] - 0s 12ms/step >90, 190/693, d1=0.405, d2=0.330 g=4.956 2/2 [==============================] - 0s 13ms/step >90, 191/693, d1=0.382, d2=0.342 g=3.244 2/2 [==============================] - 0s 12ms/step >90, 192/693, d1=0.419, d2=0.340 g=4.518 2/2 [==============================] - 0s 12ms/step >90, 193/693, d1=0.358, d2=0.336 g=4.295 2/2 [==============================] - 0s 12ms/step >90, 194/693, d1=0.419, d2=0.351 g=4.357 2/2 [==============================] - 0s 11ms/step >90, 195/693, d1=0.439, d2=0.280 g=5.010 2/2 [==============================] - 0s 12ms/step >90, 196/693, d1=0.430, d2=0.240 g=4.125 2/2 [==============================] - 0s 12ms/step >90, 197/693, d1=0.331, d2=0.310 g=5.326 2/2 [==============================] - 0s 12ms/step >90, 198/693, d1=0.400, d2=0.325 g=5.255 2/2 [==============================] - 0s 11ms/step >90, 199/693, d1=0.324, d2=0.394 g=5.218 2/2 [==============================] - 0s 11ms/step >90, 200/693, d1=0.362, d2=0.359 g=4.616 2/2 [==============================] - 0s 13ms/step >90, 201/693, d1=0.420, d2=0.338 g=5.434 2/2 [==============================] - 0s 12ms/step >90, 202/693, d1=0.481, d2=0.308 g=4.593 2/2 [==============================] - 0s 12ms/step >90, 203/693, d1=0.586, d2=0.433 g=4.625 2/2 [==============================] - 0s 12ms/step >90, 204/693, d1=0.340, d2=0.286 g=3.910 2/2 [==============================] - 0s 12ms/step >90, 205/693, d1=0.472, d2=0.445 g=3.640 2/2 [==============================] - 0s 11ms/step >90, 206/693, d1=0.388, d2=0.392 g=3.917 2/2 [==============================] - 0s 12ms/step >90, 207/693, d1=0.397, d2=0.365 g=3.307 2/2 [==============================] - 0s 12ms/step >90, 208/693, d1=0.360, d2=0.288 g=5.167 2/2 [==============================] - 0s 11ms/step >90, 209/693, d1=0.430, d2=0.354 g=3.572 2/2 [==============================] - 0s 11ms/step >90, 210/693, d1=0.413, d2=0.278 g=4.261 2/2 [==============================] - 0s 12ms/step >90, 211/693, d1=0.403, d2=0.323 g=2.591 2/2 [==============================] - 0s 13ms/step >90, 212/693, d1=0.467, d2=0.344 g=4.392 2/2 [==============================] - 0s 12ms/step >90, 213/693, d1=0.358, d2=0.407 g=3.244 2/2 [==============================] - 0s 12ms/step >90, 214/693, d1=0.286, d2=0.344 g=5.673 2/2 [==============================] - 0s 12ms/step >90, 215/693, d1=0.318, d2=0.375 g=3.209 2/2 [==============================] - 0s 11ms/step >90, 216/693, d1=0.466, d2=0.218 g=7.938 2/2 [==============================] - 0s 13ms/step >90, 217/693, d1=0.625, d2=0.345 g=4.716 2/2 [==============================] - 0s 11ms/step >90, 218/693, d1=0.425, d2=0.413 g=4.792 2/2 [==============================] - 0s 12ms/step >90, 219/693, d1=0.548, d2=0.320 g=5.342 2/2 [==============================] - 0s 13ms/step >90, 220/693, d1=0.410, d2=0.357 g=6.315 2/2 [==============================] - 0s 12ms/step >90, 221/693, d1=0.315, d2=0.268 g=5.635 2/2 [==============================] - 0s 12ms/step >90, 222/693, d1=0.457, d2=0.269 g=6.380 2/2 [==============================] - 0s 12ms/step >90, 223/693, d1=0.387, d2=0.350 g=3.582 2/2 [==============================] - 0s 12ms/step >90, 224/693, d1=0.205, d2=0.361 g=4.462 2/2 [==============================] - 0s 11ms/step >90, 225/693, d1=0.592, d2=0.299 g=3.895 2/2 [==============================] - 0s 13ms/step >90, 226/693, d1=0.491, d2=0.328 g=3.802 2/2 [==============================] - 0s 12ms/step >90, 227/693, d1=0.459, d2=0.288 g=4.163 2/2 [==============================] - 0s 12ms/step >90, 228/693, d1=0.319, d2=0.385 g=5.708 2/2 [==============================] - 0s 11ms/step >90, 229/693, d1=0.351, d2=0.304 g=5.704 2/2 [==============================] - 0s 11ms/step >90, 230/693, d1=0.440, d2=0.232 g=3.570 2/2 [==============================] - 0s 12ms/step >90, 231/693, d1=0.437, d2=0.291 g=4.431 2/2 [==============================] - 0s 11ms/step >90, 232/693, d1=0.362, d2=0.251 g=6.245 2/2 [==============================] - 0s 14ms/step >90, 233/693, d1=0.371, d2=0.350 g=3.227 2/2 [==============================] - 0s 11ms/step >90, 234/693, d1=0.304, d2=0.283 g=2.397 2/2 [==============================] - 0s 11ms/step >90, 235/693, d1=0.388, d2=0.312 g=3.368 2/2 [==============================] - 0s 13ms/step >90, 236/693, d1=0.375, d2=0.337 g=4.270 2/2 [==============================] - 0s 11ms/step >90, 237/693, d1=0.330, d2=0.386 g=3.824 2/2 [==============================] - 0s 11ms/step >90, 238/693, d1=0.463, d2=0.259 g=6.723 2/2 [==============================] - 0s 13ms/step >90, 239/693, d1=0.451, d2=0.324 g=4.626 2/2 [==============================] - 0s 11ms/step >90, 240/693, d1=0.374, d2=0.506 g=3.912 2/2 [==============================] - 0s 11ms/step >90, 241/693, d1=0.379, d2=0.295 g=3.921 2/2 [==============================] - 0s 11ms/step >90, 242/693, d1=0.495, d2=0.266 g=3.759 2/2 [==============================] - 0s 12ms/step >90, 243/693, d1=0.446, d2=0.314 g=4.445 2/2 [==============================] - 0s 14ms/step >90, 244/693, d1=0.390, d2=0.318 g=2.837 2/2 [==============================] - 0s 12ms/step >90, 245/693, d1=0.323, d2=0.219 g=4.011 2/2 [==============================] - 0s 12ms/step >90, 246/693, d1=0.366, d2=0.287 g=3.648 2/2 [==============================] - 0s 12ms/step >90, 247/693, d1=0.373, d2=0.306 g=3.376 2/2 [==============================] - 0s 13ms/step >90, 248/693, d1=0.355, d2=0.282 g=6.336 2/2 [==============================] - 0s 12ms/step >90, 249/693, d1=0.327, d2=0.365 g=3.591 2/2 [==============================] - 0s 12ms/step >90, 250/693, d1=0.369, d2=0.271 g=2.975 2/2 [==============================] - 0s 13ms/step >90, 251/693, d1=0.379, d2=0.345 g=4.945 2/2 [==============================] - 0s 11ms/step >90, 252/693, d1=0.342, d2=0.268 g=3.774 2/2 [==============================] - 0s 13ms/step >90, 253/693, d1=0.414, d2=0.318 g=3.711 2/2 [==============================] - 0s 14ms/step >90, 254/693, d1=0.426, d2=0.284 g=2.712 2/2 [==============================] - 0s 12ms/step >90, 255/693, d1=0.413, d2=0.371 g=2.368 2/2 [==============================] - 0s 12ms/step >90, 256/693, d1=0.348, d2=0.354 g=6.623 2/2 [==============================] - 0s 11ms/step >90, 257/693, d1=0.472, d2=0.310 g=5.699 2/2 [==============================] - 0s 11ms/step >90, 258/693, d1=0.658, d2=0.285 g=3.379 2/2 [==============================] - 0s 12ms/step >90, 259/693, d1=0.375, d2=0.291 g=3.208 2/2 [==============================] - 0s 13ms/step >90, 260/693, d1=0.471, d2=0.430 g=3.409 2/2 [==============================] - 0s 12ms/step >90, 261/693, d1=0.468, d2=0.244 g=4.194 2/2 [==============================] - 0s 12ms/step >90, 262/693, d1=0.334, d2=0.302 g=2.760 2/2 [==============================] - 0s 11ms/step >90, 263/693, d1=0.466, d2=0.258 g=4.118 2/2 [==============================] - 0s 11ms/step >90, 264/693, d1=0.431, d2=0.345 g=2.648 2/2 [==============================] - 0s 12ms/step >90, 265/693, d1=0.360, d2=0.379 g=3.225 2/2 [==============================] - 0s 12ms/step >90, 266/693, d1=0.330, d2=0.273 g=3.275 2/2 [==============================] - 0s 14ms/step >90, 267/693, d1=0.354, d2=0.310 g=3.638 2/2 [==============================] - 0s 12ms/step >90, 268/693, d1=0.360, d2=0.347 g=5.146 2/2 [==============================] - 0s 12ms/step >90, 269/693, d1=0.336, d2=0.278 g=2.770 2/2 [==============================] - 0s 13ms/step >90, 270/693, d1=0.462, d2=0.284 g=3.332 2/2 [==============================] - 0s 12ms/step >90, 271/693, d1=0.434, d2=0.352 g=4.093 2/2 [==============================] - 0s 12ms/step >90, 272/693, d1=0.253, d2=0.319 g=4.719 2/2 [==============================] - 0s 12ms/step >90, 273/693, d1=0.273, d2=0.331 g=4.124 2/2 [==============================] - 0s 11ms/step >90, 274/693, d1=0.527, d2=0.273 g=3.780 2/2 [==============================] - 0s 12ms/step >90, 275/693, d1=0.529, d2=0.369 g=5.181 2/2 [==============================] - 0s 12ms/step >90, 276/693, d1=0.412, d2=0.397 g=4.734 2/2 [==============================] - 0s 12ms/step >90, 277/693, d1=0.536, d2=0.324 g=3.138 2/2 [==============================] - 0s 12ms/step >90, 278/693, d1=0.224, d2=0.230 g=5.072 2/2 [==============================] - 0s 12ms/step >90, 279/693, d1=0.358, d2=0.356 g=3.545 2/2 [==============================] - 0s 14ms/step >90, 280/693, d1=0.520, d2=0.465 g=4.500 2/2 [==============================] - 0s 11ms/step >90, 281/693, d1=0.470, d2=0.308 g=5.135 2/2 [==============================] - 0s 11ms/step >90, 282/693, d1=0.574, d2=0.322 g=4.596 2/2 [==============================] - 0s 12ms/step >90, 283/693, d1=0.204, d2=0.288 g=4.367 2/2 [==============================] - 0s 12ms/step >90, 284/693, d1=0.521, d2=0.384 g=5.119 2/2 [==============================] - 0s 12ms/step >90, 285/693, d1=0.510, d2=0.390 g=2.838 2/2 [==============================] - 0s 14ms/step >90, 286/693, d1=0.404, d2=0.329 g=5.530 2/2 [==============================] - 0s 11ms/step >90, 287/693, d1=0.274, d2=0.305 g=2.769 2/2 [==============================] - 0s 11ms/step >90, 288/693, d1=0.446, d2=0.365 g=6.610 2/2 [==============================] - 0s 11ms/step >90, 289/693, d1=0.309, d2=0.308 g=3.322 2/2 [==============================] - 0s 11ms/step >90, 290/693, d1=0.345, d2=0.292 g=4.215 2/2 [==============================] - 0s 11ms/step >90, 291/693, d1=0.323, d2=0.395 g=3.207 2/2 [==============================] - 0s 11ms/step >90, 292/693, d1=0.360, d2=0.220 g=4.205 2/2 [==============================] - 0s 11ms/step >90, 293/693, d1=0.368, d2=0.327 g=3.431 2/2 [==============================] - 0s 12ms/step >90, 294/693, d1=0.540, d2=0.385 g=3.400 2/2 [==============================] - 0s 12ms/step >90, 295/693, d1=0.404, d2=0.317 g=3.743 2/2 [==============================] - 0s 11ms/step >90, 296/693, d1=0.383, d2=0.328 g=5.692 2/2 [==============================] - 0s 11ms/step >90, 297/693, d1=0.363, d2=0.280 g=2.393 2/2 [==============================] - 0s 12ms/step >90, 298/693, d1=0.400, d2=0.314 g=2.541 2/2 [==============================] - 0s 11ms/step >90, 299/693, d1=0.405, d2=0.192 g=3.765 2/2 [==============================] - 0s 12ms/step >90, 300/693, d1=0.312, d2=0.244 g=6.348 2/2 [==============================] - 0s 11ms/step >90, 301/693, d1=0.405, d2=0.276 g=3.737 2/2 [==============================] - 0s 12ms/step >90, 302/693, d1=0.350, d2=0.281 g=3.276 2/2 [==============================] - 0s 12ms/step >90, 303/693, d1=0.450, d2=0.362 g=4.590 2/2 [==============================] - 0s 11ms/step >90, 304/693, d1=0.443, d2=0.427 g=3.698 2/2 [==============================] - 0s 12ms/step >90, 305/693, d1=0.252, d2=0.331 g=6.437 2/2 [==============================] - 0s 12ms/step >90, 306/693, d1=0.363, d2=0.225 g=3.921 2/2 [==============================] - 0s 11ms/step >90, 307/693, d1=0.253, d2=0.342 g=4.897 2/2 [==============================] - 0s 11ms/step >90, 308/693, d1=0.475, d2=0.182 g=4.489 2/2 [==============================] - 0s 13ms/step >90, 309/693, d1=0.299, d2=0.219 g=5.591 2/2 [==============================] - 0s 11ms/step >90, 310/693, d1=0.344, d2=0.282 g=4.575 2/2 [==============================] - 0s 10ms/step >90, 311/693, d1=0.297, d2=0.379 g=6.066 2/2 [==============================] - 0s 11ms/step >90, 312/693, d1=0.254, d2=0.335 g=4.183 2/2 [==============================] - 0s 12ms/step >90, 313/693, d1=0.520, d2=0.203 g=5.269 2/2 [==============================] - 0s 12ms/step >90, 314/693, d1=0.394, d2=0.364 g=3.205 2/2 [==============================] - 0s 11ms/step >90, 315/693, d1=0.455, d2=0.409 g=5.265 2/2 [==============================] - 0s 14ms/step >90, 316/693, d1=0.239, d2=0.345 g=5.402 2/2 [==============================] - 0s 12ms/step >90, 317/693, d1=0.393, d2=0.399 g=4.232 2/2 [==============================] - 0s 12ms/step >90, 318/693, d1=0.427, d2=0.215 g=5.437 2/2 [==============================] - 0s 12ms/step >90, 319/693, d1=0.336, d2=0.373 g=3.396 2/2 [==============================] - 0s 12ms/step >90, 320/693, d1=0.508, d2=0.328 g=4.698 2/2 [==============================] - 0s 12ms/step >90, 321/693, d1=0.298, d2=0.392 g=4.960 2/2 [==============================] - 0s 11ms/step >90, 322/693, d1=0.439, d2=0.325 g=6.397 2/2 [==============================] - 0s 11ms/step >90, 323/693, d1=0.529, d2=0.309 g=3.228 2/2 [==============================] - 0s 12ms/step >90, 324/693, d1=0.315, d2=0.329 g=4.647 2/2 [==============================] - 0s 11ms/step >90, 325/693, d1=0.333, d2=0.272 g=5.225 2/2 [==============================] - 0s 12ms/step >90, 326/693, d1=0.390, d2=0.290 g=3.142 2/2 [==============================] - 0s 13ms/step >90, 327/693, d1=0.311, d2=0.308 g=4.423 2/2 [==============================] - 0s 12ms/step >90, 328/693, d1=0.444, d2=0.260 g=2.931 2/2 [==============================] - 0s 12ms/step >90, 329/693, d1=0.551, d2=0.516 g=4.479 2/2 [==============================] - 0s 11ms/step >90, 330/693, d1=0.448, d2=0.285 g=3.851 2/2 [==============================] - 0s 13ms/step >90, 331/693, d1=0.337, d2=0.275 g=4.702 2/2 [==============================] - 0s 12ms/step >90, 332/693, d1=0.446, d2=0.379 g=3.092 2/2 [==============================] - 0s 12ms/step >90, 333/693, d1=0.409, d2=0.335 g=5.196 2/2 [==============================] - 0s 12ms/step >90, 334/693, d1=0.467, d2=0.353 g=3.833 2/2 [==============================] - 0s 12ms/step >90, 335/693, d1=0.342, d2=0.302 g=4.901 2/2 [==============================] - 0s 12ms/step >90, 336/693, d1=0.515, d2=0.349 g=6.114 2/2 [==============================] - 0s 11ms/step >90, 337/693, d1=0.301, d2=0.248 g=3.692 2/2 [==============================] - 0s 12ms/step >90, 338/693, d1=0.506, d2=0.359 g=5.029 2/2 [==============================] - 0s 13ms/step >90, 339/693, d1=0.339, d2=0.346 g=6.926 2/2 [==============================] - 0s 11ms/step >90, 340/693, d1=0.604, d2=0.325 g=4.718 2/2 [==============================] - 0s 11ms/step >90, 341/693, d1=0.428, d2=0.349 g=4.897 2/2 [==============================] - 0s 11ms/step >90, 342/693, d1=0.245, d2=0.357 g=3.321 2/2 [==============================] - 0s 12ms/step >90, 343/693, d1=0.371, d2=0.250 g=3.714 2/2 [==============================] - 0s 13ms/step >90, 344/693, d1=0.364, d2=0.310 g=3.607 2/2 [==============================] - 0s 13ms/step >90, 345/693, d1=0.549, d2=0.356 g=3.810 2/2 [==============================] - 0s 12ms/step >90, 346/693, d1=0.495, d2=0.317 g=5.755 2/2 [==============================] - 0s 13ms/step >90, 347/693, d1=0.498, d2=0.354 g=2.921 2/2 [==============================] - 0s 12ms/step >90, 348/693, d1=0.423, d2=0.310 g=3.453 2/2 [==============================] - 0s 12ms/step >90, 349/693, d1=0.306, d2=0.339 g=3.093 2/2 [==============================] - 0s 19ms/step >90, 350/693, d1=0.457, d2=0.334 g=4.371 2/2 [==============================] - 0s 12ms/step >90, 351/693, d1=0.261, d2=0.343 g=4.021 2/2 [==============================] - 0s 12ms/step >90, 352/693, d1=0.259, d2=0.257 g=4.656 2/2 [==============================] - 0s 11ms/step >90, 353/693, d1=0.397, d2=0.358 g=4.926 2/2 [==============================] - 0s 12ms/step >90, 354/693, d1=0.452, d2=0.466 g=4.911 2/2 [==============================] - 0s 13ms/step >90, 355/693, d1=0.309, d2=0.212 g=4.784 2/2 [==============================] - 0s 12ms/step >90, 356/693, d1=0.492, d2=0.320 g=5.464 2/2 [==============================] - 0s 11ms/step >90, 357/693, d1=0.372, d2=0.359 g=4.940 2/2 [==============================] - 0s 11ms/step >90, 358/693, d1=0.261, d2=0.319 g=4.318 2/2 [==============================] - 0s 14ms/step >90, 359/693, d1=0.461, d2=0.358 g=4.991 2/2 [==============================] - 0s 12ms/step >90, 360/693, d1=0.519, d2=0.353 g=2.076 2/2 [==============================] - 0s 12ms/step >90, 361/693, d1=0.382, d2=0.350 g=3.161 2/2 [==============================] - 0s 13ms/step >90, 362/693, d1=0.380, d2=0.268 g=2.985 2/2 [==============================] - 0s 12ms/step >90, 363/693, d1=0.442, d2=0.356 g=4.379 2/2 [==============================] - 0s 11ms/step >90, 364/693, d1=0.341, d2=0.307 g=4.230 2/2 [==============================] - 0s 12ms/step >90, 365/693, d1=0.347, d2=0.479 g=4.180 2/2 [==============================] - 0s 12ms/step >90, 366/693, d1=0.420, d2=0.201 g=5.149 2/2 [==============================] - 0s 12ms/step >90, 367/693, d1=0.358, d2=0.369 g=4.165 2/2 [==============================] - 0s 12ms/step >90, 368/693, d1=0.464, d2=0.234 g=4.210 2/2 [==============================] - 0s 11ms/step >90, 369/693, d1=0.420, d2=0.375 g=2.083 2/2 [==============================] - 0s 12ms/step >90, 370/693, d1=0.495, d2=0.353 g=3.680 2/2 [==============================] - 0s 13ms/step >90, 371/693, d1=0.308, d2=0.352 g=4.100 2/2 [==============================] - 0s 12ms/step >90, 372/693, d1=0.490, d2=0.354 g=4.103 2/2 [==============================] - 0s 11ms/step >90, 373/693, d1=0.344, d2=0.371 g=4.708 2/2 [==============================] - 0s 12ms/step >90, 374/693, d1=0.410, d2=0.428 g=5.821 2/2 [==============================] - 0s 11ms/step >90, 375/693, d1=0.441, d2=0.239 g=3.269 2/2 [==============================] - 0s 14ms/step >90, 376/693, d1=0.411, d2=0.407 g=3.945 2/2 [==============================] - 0s 13ms/step >90, 377/693, d1=0.312, d2=0.371 g=3.659 2/2 [==============================] - 0s 12ms/step >90, 378/693, d1=0.462, d2=0.297 g=2.245 2/2 [==============================] - 0s 12ms/step >90, 379/693, d1=0.544, d2=0.377 g=4.186 2/2 [==============================] - 0s 13ms/step >90, 380/693, d1=0.415, d2=0.322 g=3.228 2/2 [==============================] - 0s 12ms/step >90, 381/693, d1=0.207, d2=0.277 g=4.185 2/2 [==============================] - 0s 12ms/step >90, 382/693, d1=0.520, d2=0.294 g=4.033 2/2 [==============================] - 0s 12ms/step >90, 383/693, d1=0.455, d2=0.319 g=2.172 2/2 [==============================] - 0s 12ms/step >90, 384/693, d1=0.319, d2=0.331 g=2.673 2/2 [==============================] - 0s 11ms/step >90, 385/693, d1=0.264, d2=0.307 g=2.588 2/2 [==============================] - 0s 13ms/step >90, 386/693, d1=0.329, d2=0.241 g=3.631 2/2 [==============================] - 0s 12ms/step >90, 387/693, d1=0.325, d2=0.478 g=4.722 2/2 [==============================] - 0s 11ms/step >90, 388/693, d1=0.475, d2=0.217 g=2.647 2/2 [==============================] - 0s 12ms/step >90, 389/693, d1=0.301, d2=0.303 g=3.502 2/2 [==============================] - 0s 13ms/step >90, 390/693, d1=0.343, d2=0.347 g=3.473 2/2 [==============================] - 0s 11ms/step >90, 391/693, d1=0.351, d2=0.211 g=4.028 2/2 [==============================] - 0s 11ms/step >90, 392/693, d1=0.455, d2=0.307 g=3.360 2/2 [==============================] - 0s 12ms/step >90, 393/693, d1=0.331, d2=0.399 g=3.632 2/2 [==============================] - 0s 12ms/step >90, 394/693, d1=0.317, d2=0.285 g=3.928 2/2 [==============================] - 0s 12ms/step >90, 395/693, d1=0.448, d2=0.253 g=2.878 2/2 [==============================] - 0s 13ms/step >90, 396/693, d1=0.371, d2=0.314 g=4.089 2/2 [==============================] - 0s 11ms/step >90, 397/693, d1=0.372, d2=0.384 g=5.125 2/2 [==============================] - 0s 12ms/step >90, 398/693, d1=0.346, d2=0.316 g=3.955 2/2 [==============================] - 0s 12ms/step >90, 399/693, d1=0.354, d2=0.255 g=4.934 2/2 [==============================] - 0s 11ms/step >90, 400/693, d1=0.436, d2=0.422 g=3.252 2/2 [==============================] - 0s 10ms/step >90, 401/693, d1=0.451, d2=0.285 g=3.658 2/2 [==============================] - 0s 12ms/step >90, 402/693, d1=0.517, d2=0.392 g=4.393 2/2 [==============================] - 0s 12ms/step >90, 403/693, d1=0.412, d2=0.324 g=2.634 2/2 [==============================] - 0s 11ms/step >90, 404/693, d1=0.476, d2=0.306 g=3.155 2/2 [==============================] - 0s 12ms/step >90, 405/693, d1=0.374, d2=0.357 g=4.955 2/2 [==============================] - 0s 12ms/step >90, 406/693, d1=0.345, d2=0.456 g=3.866 2/2 [==============================] - 0s 11ms/step >90, 407/693, d1=0.675, d2=0.303 g=3.270 2/2 [==============================] - 0s 15ms/step >90, 408/693, d1=0.371, d2=0.370 g=4.541 2/2 [==============================] - 0s 12ms/step >90, 409/693, d1=0.438, d2=0.278 g=3.806 2/2 [==============================] - 0s 12ms/step >90, 410/693, d1=0.338, d2=0.394 g=2.731 2/2 [==============================] - 0s 12ms/step >90, 411/693, d1=0.376, d2=0.312 g=2.851 2/2 [==============================] - 0s 13ms/step >90, 412/693, d1=0.439, d2=0.298 g=4.330 2/2 [==============================] - 0s 12ms/step >90, 413/693, d1=0.339, d2=0.338 g=2.854 2/2 [==============================] - 0s 11ms/step >90, 414/693, d1=0.316, d2=0.306 g=5.159 2/2 [==============================] - 0s 13ms/step >90, 415/693, d1=0.492, d2=0.372 g=4.752 2/2 [==============================] - 0s 11ms/step >90, 416/693, d1=0.353, d2=0.282 g=4.697 2/2 [==============================] - 0s 12ms/step >90, 417/693, d1=0.381, d2=0.379 g=6.294 2/2 [==============================] - 0s 12ms/step >90, 418/693, d1=0.386, d2=0.343 g=4.132 2/2 [==============================] - 0s 12ms/step >90, 419/693, d1=0.566, d2=0.358 g=4.263 2/2 [==============================] - 0s 11ms/step >90, 420/693, d1=0.424, d2=0.337 g=3.986 2/2 [==============================] - 0s 12ms/step >90, 421/693, d1=0.400, d2=0.324 g=6.333 2/2 [==============================] - 0s 12ms/step >90, 422/693, d1=0.395, d2=0.287 g=3.958 2/2 [==============================] - 0s 11ms/step >90, 423/693, d1=0.451, d2=0.230 g=3.666 2/2 [==============================] - 0s 12ms/step >90, 424/693, d1=0.383, d2=0.334 g=4.463 2/2 [==============================] - 0s 12ms/step >90, 425/693, d1=0.448, d2=0.396 g=3.937 2/2 [==============================] - 0s 14ms/step >90, 426/693, d1=0.302, d2=0.347 g=4.411 2/2 [==============================] - 0s 12ms/step >90, 427/693, d1=0.391, d2=0.271 g=3.710 2/2 [==============================] - 0s 12ms/step >90, 428/693, d1=0.501, d2=0.428 g=3.428 2/2 [==============================] - 0s 13ms/step >90, 429/693, d1=0.385, d2=0.243 g=4.897 2/2 [==============================] - 0s 13ms/step >90, 430/693, d1=0.421, d2=0.367 g=2.485 2/2 [==============================] - 0s 13ms/step >90, 431/693, d1=0.343, d2=0.269 g=4.034 2/2 [==============================] - 0s 12ms/step >90, 432/693, d1=0.406, d2=0.379 g=3.354 2/2 [==============================] - 0s 12ms/step >90, 433/693, d1=0.554, d2=0.384 g=1.997 2/2 [==============================] - 0s 12ms/step >90, 434/693, d1=0.476, d2=0.360 g=3.381 2/2 [==============================] - 0s 11ms/step >90, 435/693, d1=0.291, d2=0.314 g=4.562 2/2 [==============================] - 0s 13ms/step >90, 436/693, d1=0.369, d2=0.305 g=4.937 2/2 [==============================] - 0s 13ms/step >90, 437/693, d1=0.350, d2=0.280 g=5.330 2/2 [==============================] - 0s 11ms/step >90, 438/693, d1=0.394, d2=0.276 g=4.506 2/2 [==============================] - 0s 11ms/step >90, 439/693, d1=0.534, d2=0.390 g=5.141 2/2 [==============================] - 0s 11ms/step >90, 440/693, d1=0.406, d2=0.418 g=3.834 2/2 [==============================] - 0s 12ms/step >90, 441/693, d1=0.404, d2=0.347 g=5.326 2/2 [==============================] - 0s 13ms/step >90, 442/693, d1=0.463, d2=0.284 g=3.693 2/2 [==============================] - 0s 12ms/step >90, 443/693, d1=0.478, d2=0.445 g=3.340 2/2 [==============================] - 0s 16ms/step >90, 444/693, d1=0.571, d2=0.339 g=5.014 2/2 [==============================] - 0s 12ms/step >90, 445/693, d1=0.523, d2=0.297 g=3.151 2/2 [==============================] - 0s 12ms/step >90, 446/693, d1=0.277, d2=0.245 g=2.266 2/2 [==============================] - 0s 12ms/step >90, 447/693, d1=0.424, d2=0.415 g=3.555 2/2 [==============================] - 0s 12ms/step >90, 448/693, d1=0.434, d2=0.374 g=3.747 2/2 [==============================] - 0s 10ms/step >90, 449/693, d1=0.466, d2=0.397 g=6.095 2/2 [==============================] - 0s 13ms/step >90, 450/693, d1=0.435, d2=0.386 g=3.120 2/2 [==============================] - 0s 12ms/step >90, 451/693, d1=0.325, d2=0.258 g=3.552 2/2 [==============================] - 0s 12ms/step >90, 452/693, d1=0.440, d2=0.345 g=2.867 2/2 [==============================] - 0s 12ms/step >90, 453/693, d1=0.284, d2=0.313 g=2.993 2/2 [==============================] - 0s 11ms/step >90, 454/693, d1=0.305, d2=0.326 g=3.871 2/2 [==============================] - 0s 12ms/step >90, 455/693, d1=0.336, d2=0.291 g=3.940 2/2 [==============================] - 0s 11ms/step >90, 456/693, d1=0.377, d2=0.300 g=2.818 2/2 [==============================] - 0s 11ms/step >90, 457/693, d1=0.379, d2=0.272 g=4.554 2/2 [==============================] - 0s 12ms/step >90, 458/693, d1=0.442, d2=0.362 g=3.642 2/2 [==============================] - 0s 12ms/step >90, 459/693, d1=0.297, d2=0.291 g=3.383 2/2 [==============================] - 0s 12ms/step >90, 460/693, d1=0.425, d2=0.337 g=3.233 2/2 [==============================] - 0s 12ms/step >90, 461/693, d1=0.419, d2=0.350 g=5.067 2/2 [==============================] - 0s 13ms/step >90, 462/693, d1=0.468, d2=0.312 g=4.029 2/2 [==============================] - 0s 14ms/step >90, 463/693, d1=0.353, d2=0.253 g=3.488 2/2 [==============================] - 0s 13ms/step >90, 464/693, d1=0.475, d2=0.327 g=4.205 2/2 [==============================] - 0s 12ms/step >90, 465/693, d1=0.293, d2=0.493 g=3.947 2/2 [==============================] - 0s 13ms/step >90, 466/693, d1=0.293, d2=0.302 g=4.632 2/2 [==============================] - 0s 11ms/step >90, 467/693, d1=0.530, d2=0.293 g=3.971 2/2 [==============================] - 0s 11ms/step >90, 468/693, d1=0.339, d2=0.298 g=4.409 2/2 [==============================] - 0s 11ms/step >90, 469/693, d1=0.505, d2=0.263 g=3.923 2/2 [==============================] - 0s 12ms/step >90, 470/693, d1=0.425, d2=0.373 g=4.320 2/2 [==============================] - 0s 14ms/step >90, 471/693, d1=0.305, d2=0.381 g=4.015 2/2 [==============================] - 0s 11ms/step >90, 472/693, d1=0.472, d2=0.275 g=4.857 2/2 [==============================] - 0s 11ms/step >90, 473/693, d1=0.454, d2=0.348 g=3.780 2/2 [==============================] - 0s 12ms/step >90, 474/693, d1=0.328, d2=0.342 g=5.275 2/2 [==============================] - 0s 12ms/step >90, 475/693, d1=0.314, d2=0.246 g=3.944 2/2 [==============================] - 0s 12ms/step >90, 476/693, d1=0.442, d2=0.414 g=4.233 2/2 [==============================] - 0s 11ms/step >90, 477/693, d1=0.569, d2=0.278 g=3.058 2/2 [==============================] - 0s 12ms/step >90, 478/693, d1=0.228, d2=0.270 g=4.016 2/2 [==============================] - 0s 12ms/step >90, 479/693, d1=0.271, d2=0.279 g=4.891 2/2 [==============================] - 0s 12ms/step >90, 480/693, d1=0.776, d2=0.374 g=3.369 2/2 [==============================] - 0s 12ms/step >90, 481/693, d1=0.308, d2=0.354 g=4.318 2/2 [==============================] - 0s 12ms/step >90, 482/693, d1=0.369, d2=0.223 g=2.328 2/2 [==============================] - 0s 15ms/step >90, 483/693, d1=0.251, d2=0.305 g=3.233 2/2 [==============================] - 0s 11ms/step >90, 484/693, d1=0.350, d2=0.335 g=3.110 2/2 [==============================] - 0s 15ms/step >90, 485/693, d1=0.427, d2=0.324 g=3.696 2/2 [==============================] - 0s 12ms/step >90, 486/693, d1=0.369, d2=0.254 g=3.687 2/2 [==============================] - 0s 12ms/step >90, 487/693, d1=0.303, d2=0.189 g=4.563 2/2 [==============================] - 0s 12ms/step >90, 488/693, d1=0.334, d2=0.320 g=5.272 2/2 [==============================] - 0s 12ms/step >90, 489/693, d1=0.328, d2=0.336 g=2.924 2/2 [==============================] - 0s 12ms/step >90, 490/693, d1=0.354, d2=0.359 g=3.749 2/2 [==============================] - 0s 12ms/step >90, 491/693, d1=0.417, d2=0.308 g=3.609 2/2 [==============================] - 0s 11ms/step >90, 492/693, d1=0.511, d2=0.252 g=4.604 2/2 [==============================] - 0s 11ms/step >90, 493/693, d1=0.258, d2=0.333 g=3.905 2/2 [==============================] - 0s 11ms/step >90, 494/693, d1=0.373, d2=0.314 g=6.463 2/2 [==============================] - 0s 11ms/step >90, 495/693, d1=0.389, d2=0.221 g=4.926 2/2 [==============================] - 0s 12ms/step >90, 496/693, d1=0.393, d2=0.273 g=4.517 2/2 [==============================] - 0s 11ms/step >90, 497/693, d1=0.309, d2=0.306 g=3.930 2/2 [==============================] - 0s 12ms/step >90, 498/693, d1=0.384, d2=0.374 g=3.197 2/2 [==============================] - 0s 12ms/step >90, 499/693, d1=0.400, d2=0.361 g=3.055 2/2 [==============================] - 0s 11ms/step >90, 500/693, d1=0.435, d2=0.308 g=3.710 2/2 [==============================] - 0s 11ms/step >90, 501/693, d1=0.441, d2=0.334 g=4.597 2/2 [==============================] - 0s 12ms/step >90, 502/693, d1=0.614, d2=0.290 g=3.902 2/2 [==============================] - 0s 11ms/step >90, 503/693, d1=0.387, d2=0.421 g=3.064 2/2 [==============================] - 0s 13ms/step >90, 504/693, d1=0.347, d2=0.442 g=4.859 2/2 [==============================] - 0s 12ms/step >90, 505/693, d1=0.516, d2=0.326 g=2.577 2/2 [==============================] - 0s 12ms/step >90, 506/693, d1=0.394, d2=0.334 g=4.545 2/2 [==============================] - 0s 12ms/step >90, 507/693, d1=0.383, d2=0.385 g=3.612 2/2 [==============================] - 0s 12ms/step >90, 508/693, d1=0.567, d2=0.276 g=3.211 2/2 [==============================] - 0s 12ms/step >90, 509/693, d1=0.341, d2=0.511 g=4.828 2/2 [==============================] - 0s 12ms/step >90, 510/693, d1=0.393, d2=0.244 g=3.952 2/2 [==============================] - 0s 13ms/step >90, 511/693, d1=0.388, d2=0.397 g=3.416 2/2 [==============================] - 0s 13ms/step >90, 512/693, d1=0.400, d2=0.408 g=2.650 2/2 [==============================] - 0s 12ms/step >90, 513/693, d1=0.300, d2=0.388 g=3.512 2/2 [==============================] - 0s 17ms/step >90, 514/693, d1=0.360, d2=0.269 g=5.212 2/2 [==============================] - 0s 13ms/step >90, 515/693, d1=0.437, d2=0.390 g=3.584 2/2 [==============================] - 0s 13ms/step >90, 516/693, d1=0.555, d2=0.342 g=6.206 2/2 [==============================] - 0s 13ms/step >90, 517/693, d1=0.359, d2=0.271 g=2.879 2/2 [==============================] - 0s 13ms/step >90, 518/693, d1=0.397, d2=0.351 g=4.591 2/2 [==============================] - 0s 12ms/step >90, 519/693, d1=0.359, d2=0.325 g=4.936 2/2 [==============================] - 0s 12ms/step >90, 520/693, d1=0.508, d2=0.310 g=3.786 2/2 [==============================] - 0s 12ms/step >90, 521/693, d1=0.244, d2=0.394 g=3.373 2/2 [==============================] - 0s 12ms/step >90, 522/693, d1=0.495, d2=0.300 g=5.341 2/2 [==============================] - 0s 11ms/step >90, 523/693, d1=0.413, d2=0.311 g=3.077 2/2 [==============================] - 0s 11ms/step >90, 524/693, d1=0.323, d2=0.239 g=3.795 2/2 [==============================] - 0s 12ms/step >90, 525/693, d1=0.505, d2=0.427 g=3.235 2/2 [==============================] - 0s 13ms/step >90, 526/693, d1=0.411, d2=0.444 g=3.046 2/2 [==============================] - 0s 11ms/step >90, 527/693, d1=0.439, d2=0.353 g=4.564 2/2 [==============================] - 0s 12ms/step >90, 528/693, d1=0.477, d2=0.403 g=3.878 2/2 [==============================] - 0s 12ms/step >90, 529/693, d1=0.361, d2=0.271 g=3.665 2/2 [==============================] - 0s 12ms/step >90, 530/693, d1=0.352, d2=0.309 g=4.587 2/2 [==============================] - 0s 13ms/step >90, 531/693, d1=0.346, d2=0.388 g=2.702 2/2 [==============================] - 0s 11ms/step >90, 532/693, d1=0.342, d2=0.268 g=4.754 2/2 [==============================] - 0s 12ms/step >90, 533/693, d1=0.442, d2=0.317 g=5.474 2/2 [==============================] - 0s 11ms/step >90, 534/693, d1=0.257, d2=0.332 g=3.496 2/2 [==============================] - 0s 11ms/step >90, 535/693, d1=0.592, d2=0.304 g=4.500 2/2 [==============================] - 0s 12ms/step >90, 536/693, d1=0.445, d2=0.317 g=4.335 2/2 [==============================] - 0s 11ms/step >90, 537/693, d1=0.552, d2=0.374 g=3.517 2/2 [==============================] - 0s 12ms/step >90, 538/693, d1=0.396, d2=0.295 g=3.637 2/2 [==============================] - 0s 11ms/step >90, 539/693, d1=0.520, d2=0.331 g=3.253 2/2 [==============================] - 0s 13ms/step >90, 540/693, d1=0.312, d2=0.300 g=5.733 2/2 [==============================] - 0s 12ms/step >90, 541/693, d1=0.432, d2=0.463 g=5.498 2/2 [==============================] - 0s 12ms/step >90, 542/693, d1=0.456, d2=0.337 g=6.371 2/2 [==============================] - 0s 12ms/step >90, 543/693, d1=0.451, d2=0.311 g=7.304 2/2 [==============================] - 0s 14ms/step >90, 544/693, d1=0.537, d2=0.305 g=5.357 2/2 [==============================] - 0s 12ms/step >90, 545/693, d1=0.307, d2=0.375 g=4.074 2/2 [==============================] - 0s 13ms/step >90, 546/693, d1=0.391, d2=0.309 g=4.243 2/2 [==============================] - 0s 12ms/step >90, 547/693, d1=0.597, d2=0.420 g=4.362 2/2 [==============================] - 0s 12ms/step >90, 548/693, d1=0.363, d2=0.288 g=2.180 2/2 [==============================] - 0s 15ms/step >90, 549/693, d1=0.297, d2=0.331 g=5.111 2/2 [==============================] - 0s 13ms/step >90, 550/693, d1=0.388, d2=0.367 g=4.402 2/2 [==============================] - 0s 12ms/step >90, 551/693, d1=0.330, d2=0.409 g=4.138 2/2 [==============================] - 0s 12ms/step >90, 552/693, d1=0.300, d2=0.306 g=4.858 2/2 [==============================] - 0s 11ms/step >90, 553/693, d1=0.489, d2=0.290 g=3.065 2/2 [==============================] - 0s 11ms/step >90, 554/693, d1=0.432, d2=0.276 g=4.258 2/2 [==============================] - 0s 12ms/step >90, 555/693, d1=0.432, d2=0.321 g=3.566 2/2 [==============================] - 0s 11ms/step >90, 556/693, d1=0.470, d2=0.348 g=3.232 2/2 [==============================] - 0s 12ms/step >90, 557/693, d1=0.472, d2=0.411 g=3.561 2/2 [==============================] - 0s 16ms/step >90, 558/693, d1=0.310, d2=0.324 g=3.637 2/2 [==============================] - 0s 14ms/step >90, 559/693, d1=0.394, d2=0.279 g=3.621 2/2 [==============================] - 0s 16ms/step >90, 560/693, d1=0.388, d2=0.281 g=4.237 2/2 [==============================] - 0s 12ms/step >90, 561/693, d1=0.477, d2=0.362 g=3.505 2/2 [==============================] - 0s 11ms/step >90, 562/693, d1=0.387, d2=0.314 g=3.648 2/2 [==============================] - 0s 13ms/step >90, 563/693, d1=0.499, d2=0.374 g=7.245 2/2 [==============================] - 0s 11ms/step >90, 564/693, d1=0.520, d2=0.332 g=3.897 2/2 [==============================] - 0s 12ms/step >90, 565/693, d1=0.401, d2=0.313 g=1.770 2/2 [==============================] - 0s 12ms/step >90, 566/693, d1=0.256, d2=0.323 g=3.317 2/2 [==============================] - 0s 11ms/step >90, 567/693, d1=0.403, d2=0.297 g=5.268 2/2 [==============================] - 0s 11ms/step >90, 568/693, d1=0.446, d2=0.274 g=3.727 2/2 [==============================] - 0s 12ms/step >90, 569/693, d1=0.363, d2=0.382 g=3.823 2/2 [==============================] - 0s 12ms/step >90, 570/693, d1=0.440, d2=0.380 g=3.649 2/2 [==============================] - 0s 13ms/step >90, 571/693, d1=0.428, d2=0.295 g=3.560 2/2 [==============================] - 0s 12ms/step >90, 572/693, d1=0.260, d2=0.256 g=5.327 2/2 [==============================] - 0s 12ms/step >90, 573/693, d1=0.223, d2=0.267 g=2.914 2/2 [==============================] - 0s 13ms/step >90, 574/693, d1=0.362, d2=0.343 g=5.147 2/2 [==============================] - 0s 13ms/step >90, 575/693, d1=0.411, d2=0.273 g=5.402 2/2 [==============================] - 0s 11ms/step >90, 576/693, d1=0.354, d2=0.432 g=4.083 2/2 [==============================] - 0s 11ms/step >90, 577/693, d1=0.652, d2=0.323 g=4.912 2/2 [==============================] - 0s 12ms/step >90, 578/693, d1=0.330, d2=0.423 g=2.714 2/2 [==============================] - 0s 12ms/step >90, 579/693, d1=0.523, d2=0.399 g=4.879 2/2 [==============================] - 0s 13ms/step >90, 580/693, d1=0.438, d2=0.386 g=4.840 2/2 [==============================] - 0s 11ms/step >90, 581/693, d1=0.475, d2=0.383 g=6.291 2/2 [==============================] - 0s 12ms/step >90, 582/693, d1=0.442, d2=0.318 g=3.019 2/2 [==============================] - 0s 12ms/step >90, 583/693, d1=0.335, d2=0.239 g=3.145 2/2 [==============================] - 0s 12ms/step >90, 584/693, d1=0.476, d2=0.389 g=4.859 2/2 [==============================] - 0s 12ms/step >90, 585/693, d1=0.287, d2=0.367 g=3.950 2/2 [==============================] - 0s 12ms/step >90, 586/693, d1=0.329, d2=0.264 g=4.030 2/2 [==============================] - 0s 14ms/step >90, 587/693, d1=0.474, d2=0.264 g=3.624 2/2 [==============================] - 0s 14ms/step >90, 588/693, d1=0.244, d2=0.470 g=5.800 2/2 [==============================] - 0s 12ms/step >90, 589/693, d1=0.515, d2=0.254 g=4.397 2/2 [==============================] - 0s 13ms/step >90, 590/693, d1=0.384, d2=0.354 g=5.661 2/2 [==============================] - 0s 11ms/step >90, 591/693, d1=0.527, d2=0.313 g=3.634 2/2 [==============================] - 0s 13ms/step >90, 592/693, d1=0.384, d2=0.343 g=5.645 2/2 [==============================] - 0s 12ms/step >90, 593/693, d1=0.384, d2=0.277 g=4.223 2/2 [==============================] - 0s 12ms/step >90, 594/693, d1=0.427, d2=0.303 g=4.067 2/2 [==============================] - 0s 11ms/step >90, 595/693, d1=0.456, d2=0.319 g=4.369 2/2 [==============================] - 0s 12ms/step >90, 596/693, d1=0.330, d2=0.412 g=3.502 2/2 [==============================] - 0s 12ms/step >90, 597/693, d1=0.367, d2=0.412 g=4.980 2/2 [==============================] - 0s 12ms/step >90, 598/693, d1=0.419, d2=0.250 g=2.898 2/2 [==============================] - 0s 12ms/step >90, 599/693, d1=0.470, d2=0.377 g=4.689 2/2 [==============================] - 0s 12ms/step >90, 600/693, d1=0.401, d2=0.317 g=3.648 2/2 [==============================] - 0s 11ms/step >90, 601/693, d1=0.519, d2=0.378 g=4.119 2/2 [==============================] - 0s 13ms/step >90, 602/693, d1=0.395, d2=0.372 g=4.880 2/2 [==============================] - 0s 12ms/step >90, 603/693, d1=0.465, d2=0.252 g=4.214 2/2 [==============================] - 0s 12ms/step >90, 604/693, d1=0.400, d2=0.427 g=2.823 2/2 [==============================] - 0s 12ms/step >90, 605/693, d1=0.409, d2=0.304 g=3.721 2/2 [==============================] - 0s 13ms/step >90, 606/693, d1=0.307, d2=0.366 g=3.702 2/2 [==============================] - 0s 14ms/step >90, 607/693, d1=0.539, d2=0.360 g=5.472 2/2 [==============================] - 0s 12ms/step >90, 608/693, d1=0.469, d2=0.276 g=3.913 2/2 [==============================] - 0s 11ms/step >90, 609/693, d1=0.394, d2=0.434 g=4.719 2/2 [==============================] - 0s 12ms/step >90, 610/693, d1=0.390, d2=0.406 g=4.790 2/2 [==============================] - 0s 12ms/step >90, 611/693, d1=0.479, d2=0.209 g=4.599 2/2 [==============================] - 0s 13ms/step >90, 612/693, d1=0.448, d2=0.361 g=6.539 2/2 [==============================] - 0s 12ms/step >90, 613/693, d1=0.386, d2=0.356 g=3.054 2/2 [==============================] - 0s 12ms/step >90, 614/693, d1=0.315, d2=0.376 g=3.498 2/2 [==============================] - 0s 11ms/step >90, 615/693, d1=0.300, d2=0.300 g=4.887 2/2 [==============================] - 0s 13ms/step >90, 616/693, d1=0.501, d2=0.297 g=2.462 2/2 [==============================] - 0s 12ms/step >90, 617/693, d1=0.286, d2=0.419 g=5.377 2/2 [==============================] - 0s 11ms/step >90, 618/693, d1=0.509, d2=0.233 g=3.120 2/2 [==============================] - 0s 12ms/step >90, 619/693, d1=0.514, d2=0.337 g=5.776 2/2 [==============================] - 0s 13ms/step >90, 620/693, d1=0.315, d2=0.328 g=4.342 2/2 [==============================] - 0s 12ms/step >90, 621/693, d1=0.356, d2=0.289 g=3.738 2/2 [==============================] - 0s 12ms/step >90, 622/693, d1=0.450, d2=0.284 g=3.355 2/2 [==============================] - 0s 12ms/step >90, 623/693, d1=0.308, d2=0.399 g=3.779 2/2 [==============================] - 0s 11ms/step >90, 624/693, d1=0.194, d2=0.336 g=5.743 2/2 [==============================] - 0s 13ms/step >90, 625/693, d1=0.449, d2=0.260 g=4.952 2/2 [==============================] - 0s 13ms/step >90, 626/693, d1=0.387, d2=0.273 g=2.467 2/2 [==============================] - 0s 12ms/step >90, 627/693, d1=0.426, d2=0.345 g=5.471 2/2 [==============================] - 0s 13ms/step >90, 628/693, d1=0.429, d2=0.276 g=3.472 2/2 [==============================] - 0s 12ms/step >90, 629/693, d1=0.290, d2=0.323 g=3.950 2/2 [==============================] - 0s 12ms/step >90, 630/693, d1=0.300, d2=0.352 g=4.003 2/2 [==============================] - 0s 12ms/step >90, 631/693, d1=0.515, d2=0.284 g=4.773 2/2 [==============================] - 0s 12ms/step >90, 632/693, d1=0.374, d2=0.281 g=3.201 2/2 [==============================] - 0s 13ms/step >90, 633/693, d1=0.404, d2=0.249 g=3.951 2/2 [==============================] - 0s 16ms/step >90, 634/693, d1=0.407, d2=0.360 g=3.041 2/2 [==============================] - 0s 13ms/step >90, 635/693, d1=0.363, d2=0.498 g=3.797 2/2 [==============================] - 0s 11ms/step >90, 636/693, d1=0.353, d2=0.253 g=3.204 2/2 [==============================] - 0s 12ms/step >90, 637/693, d1=0.597, d2=0.371 g=3.944 2/2 [==============================] - 0s 11ms/step >90, 638/693, d1=0.403, d2=0.326 g=3.477 2/2 [==============================] - 0s 12ms/step >90, 639/693, d1=0.404, d2=0.428 g=4.437 2/2 [==============================] - 0s 13ms/step >90, 640/693, d1=0.405, d2=0.326 g=4.179 2/2 [==============================] - 0s 12ms/step >90, 641/693, d1=0.358, d2=0.411 g=5.254 2/2 [==============================] - 0s 12ms/step >90, 642/693, d1=0.284, d2=0.288 g=4.704 2/2 [==============================] - 0s 13ms/step >90, 643/693, d1=0.403, d2=0.227 g=4.464 2/2 [==============================] - 0s 11ms/step >90, 644/693, d1=0.381, d2=0.288 g=4.703 2/2 [==============================] - 0s 11ms/step >90, 645/693, d1=0.394, d2=0.364 g=4.468 2/2 [==============================] - 0s 11ms/step >90, 646/693, d1=0.467, d2=0.354 g=3.893 2/2 [==============================] - 0s 12ms/step >90, 647/693, d1=0.409, d2=0.262 g=5.918 2/2 [==============================] - 0s 13ms/step >90, 648/693, d1=0.510, d2=0.312 g=6.006 2/2 [==============================] - 0s 12ms/step >90, 649/693, d1=0.505, d2=0.351 g=2.545 2/2 [==============================] - 0s 12ms/step >90, 650/693, d1=0.375, d2=0.459 g=4.500 2/2 [==============================] - 0s 12ms/step >90, 651/693, d1=0.249, d2=0.218 g=4.549 2/2 [==============================] - 0s 12ms/step >90, 652/693, d1=0.427, d2=0.400 g=3.420 2/2 [==============================] - 0s 11ms/step >90, 653/693, d1=0.452, d2=0.259 g=4.189 2/2 [==============================] - 0s 12ms/step >90, 654/693, d1=0.517, d2=0.381 g=3.354 2/2 [==============================] - 0s 12ms/step >90, 655/693, d1=0.533, d2=0.409 g=4.823 2/2 [==============================] - 0s 11ms/step >90, 656/693, d1=0.532, d2=0.462 g=2.893 2/2 [==============================] - 0s 15ms/step >90, 657/693, d1=0.354, d2=0.412 g=3.240 2/2 [==============================] - 0s 13ms/step >90, 658/693, d1=0.533, d2=0.264 g=6.249 2/2 [==============================] - 0s 12ms/step >90, 659/693, d1=0.467, d2=0.245 g=4.222 2/2 [==============================] - 0s 13ms/step >90, 660/693, d1=0.385, d2=0.263 g=4.246 2/2 [==============================] - 0s 12ms/step >90, 661/693, d1=0.347, d2=0.453 g=4.912 2/2 [==============================] - 0s 11ms/step >90, 662/693, d1=0.378, d2=0.347 g=4.072 2/2 [==============================] - 0s 13ms/step >90, 663/693, d1=0.465, d2=0.335 g=3.582 2/2 [==============================] - 0s 11ms/step >90, 664/693, d1=0.424, d2=0.326 g=4.588 2/2 [==============================] - 0s 12ms/step >90, 665/693, d1=0.372, d2=0.253 g=3.475 2/2 [==============================] - 0s 13ms/step >90, 666/693, d1=0.329, d2=0.326 g=5.566 2/2 [==============================] - 0s 12ms/step >90, 667/693, d1=0.459, d2=0.318 g=2.823 2/2 [==============================] - 0s 13ms/step >90, 668/693, d1=0.341, d2=0.442 g=4.448 2/2 [==============================] - 0s 16ms/step >90, 669/693, d1=0.445, d2=0.320 g=4.523 2/2 [==============================] - 0s 12ms/step >90, 670/693, d1=0.273, d2=0.291 g=2.823 2/2 [==============================] - 0s 11ms/step >90, 671/693, d1=0.496, d2=0.318 g=3.605 2/2 [==============================] - 0s 12ms/step >90, 672/693, d1=0.473, d2=0.298 g=2.885 2/2 [==============================] - 0s 11ms/step >90, 673/693, d1=0.255, d2=0.260 g=4.919 2/2 [==============================] - 0s 13ms/step >90, 674/693, d1=0.307, d2=0.398 g=3.053 2/2 [==============================] - 0s 12ms/step >90, 675/693, d1=0.422, d2=0.377 g=3.257 2/2 [==============================] - 0s 11ms/step >90, 676/693, d1=0.486, d2=0.296 g=3.608 2/2 [==============================] - 0s 12ms/step >90, 677/693, d1=0.426, d2=0.264 g=4.114 2/2 [==============================] - 0s 14ms/step >90, 678/693, d1=0.360, d2=0.223 g=3.662 2/2 [==============================] - 0s 12ms/step >90, 679/693, d1=0.473, d2=0.296 g=2.719 2/2 [==============================] - 0s 13ms/step >90, 680/693, d1=0.420, d2=0.408 g=3.155 2/2 [==============================] - 0s 11ms/step >90, 681/693, d1=0.309, d2=0.607 g=3.243 2/2 [==============================] - 0s 13ms/step >90, 682/693, d1=0.502, d2=0.257 g=5.158 2/2 [==============================] - 0s 12ms/step >90, 683/693, d1=0.517, d2=0.244 g=5.002 2/2 [==============================] - 0s 11ms/step >90, 684/693, d1=0.432, d2=0.364 g=3.601 2/2 [==============================] - 0s 12ms/step >90, 685/693, d1=0.380, d2=0.407 g=5.057 2/2 [==============================] - 0s 12ms/step >90, 686/693, d1=0.356, d2=0.303 g=3.631 2/2 [==============================] - 0s 11ms/step >90, 687/693, d1=0.447, d2=0.377 g=4.717 2/2 [==============================] - 0s 12ms/step >90, 688/693, d1=0.398, d2=0.260 g=4.462 2/2 [==============================] - 0s 12ms/step >90, 689/693, d1=0.346, d2=0.356 g=3.417 2/2 [==============================] - 0s 13ms/step >90, 690/693, d1=0.391, d2=0.267 g=4.365 2/2 [==============================] - 0s 13ms/step >90, 691/693, d1=0.398, d2=0.303 g=4.652 2/2 [==============================] - 0s 11ms/step >90, 692/693, d1=0.443, d2=0.274 g=2.876 2/2 [==============================] - 0s 11ms/step >90, 693/693, d1=0.394, d2=0.241 g=3.091 5/5 [==============================] - 0s 14ms/step >Accuracy real: 77%, fake: 93% WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model. 2/2 [==============================] - 0s 72ms/step >91, 1/693, d1=0.291, d2=0.399 g=2.018 2/2 [==============================] - 0s 15ms/step >91, 2/693, d1=0.362, d2=0.208 g=2.804 2/2 [==============================] - 0s 14ms/step >91, 3/693, d1=0.312, d2=0.333 g=5.298 2/2 [==============================] - 0s 12ms/step >91, 4/693, d1=0.306, d2=0.220 g=4.781 2/2 [==============================] - 0s 12ms/step >91, 5/693, d1=0.294, d2=0.285 g=2.959 2/2 [==============================] - 0s 18ms/step >91, 6/693, d1=0.426, d2=0.220 g=4.139 2/2 [==============================] - 0s 13ms/step >91, 7/693, d1=0.384, d2=0.345 g=4.441 2/2 [==============================] - 0s 13ms/step >91, 8/693, d1=0.284, d2=0.272 g=4.489 2/2 [==============================] - 0s 13ms/step >91, 9/693, d1=0.413, d2=0.512 g=4.463 2/2 [==============================] - 0s 12ms/step >91, 10/693, d1=0.409, d2=0.322 g=4.016 2/2 [==============================] - 0s 11ms/step >91, 11/693, d1=0.377, d2=0.250 g=4.487 2/2 [==============================] - 0s 11ms/step >91, 12/693, d1=0.491, d2=0.346 g=4.039 2/2 [==============================] - 0s 12ms/step >91, 13/693, d1=0.471, d2=0.270 g=2.772 2/2 [==============================] - 0s 12ms/step >91, 14/693, d1=0.261, d2=0.393 g=5.566 2/2 [==============================] - 0s 13ms/step >91, 15/693, d1=0.510, d2=0.293 g=3.732 2/2 [==============================] - 0s 12ms/step >91, 16/693, d1=0.460, d2=0.350 g=3.844 2/2 [==============================] - 0s 12ms/step >91, 17/693, d1=0.336, d2=0.389 g=4.429 2/2 [==============================] - 0s 13ms/step >91, 18/693, d1=0.425, d2=0.502 g=3.534 2/2 [==============================] - 0s 12ms/step >91, 19/693, d1=0.584, d2=0.321 g=3.486 2/2 [==============================] - 0s 12ms/step >91, 20/693, d1=0.452, d2=0.318 g=3.571 2/2 [==============================] - 0s 12ms/step >91, 21/693, d1=0.338, d2=0.340 g=5.646 2/2 [==============================] - 0s 13ms/step >91, 22/693, d1=0.349, d2=0.291 g=4.615 2/2 [==============================] - 0s 11ms/step >91, 23/693, d1=0.448, d2=0.312 g=4.225 2/2 [==============================] - 0s 12ms/step >91, 24/693, d1=0.354, d2=0.350 g=3.841 2/2 [==============================] - 0s 12ms/step >91, 25/693, d1=0.437, d2=0.322 g=4.078 2/2 [==============================] - 0s 12ms/step >91, 26/693, d1=0.298, d2=0.278 g=3.884 2/2 [==============================] - 0s 12ms/step >91, 27/693, d1=0.370, d2=0.348 g=4.682 2/2 [==============================] - 0s 13ms/step >91, 28/693, d1=0.347, d2=0.357 g=4.021 2/2 [==============================] - 0s 11ms/step >91, 29/693, d1=0.412, d2=0.182 g=3.044 2/2 [==============================] - 0s 12ms/step >91, 30/693, d1=0.481, d2=0.341 g=2.811 2/2 [==============================] - 0s 12ms/step >91, 31/693, d1=0.406, d2=0.314 g=3.692 2/2 [==============================] - 0s 12ms/step >91, 32/693, d1=0.494, d2=0.370 g=3.982 2/2 [==============================] - 0s 12ms/step >91, 33/693, d1=0.248, d2=0.345 g=3.984 2/2 [==============================] - 0s 12ms/step >91, 34/693, d1=0.373, d2=0.324 g=3.768 2/2 [==============================] - 0s 12ms/step >91, 35/693, d1=0.499, d2=0.356 g=4.328 2/2 [==============================] - 0s 12ms/step >91, 36/693, d1=0.421, d2=0.376 g=3.922 2/2 [==============================] - 0s 13ms/step >91, 37/693, d1=0.383, d2=0.322 g=5.094 2/2 [==============================] - 0s 11ms/step >91, 38/693, d1=0.292, d2=0.292 g=4.826 2/2 [==============================] - 0s 13ms/step >91, 39/693, d1=0.458, d2=0.362 g=4.011 2/2 [==============================] - 0s 12ms/step >91, 40/693, d1=0.447, d2=0.329 g=3.995 2/2 [==============================] - 0s 12ms/step >91, 41/693, d1=0.382, d2=0.301 g=3.330 2/2 [==============================] - 0s 12ms/step >91, 42/693, d1=0.246, d2=0.388 g=5.685 2/2 [==============================] - 0s 12ms/step >91, 43/693, d1=0.463, d2=0.280 g=3.690 2/2 [==============================] - 0s 13ms/step >91, 44/693, d1=0.364, d2=0.353 g=3.683 2/2 [==============================] - 0s 15ms/step >91, 45/693, d1=0.431, d2=0.450 g=4.512 2/2 [==============================] - 0s 11ms/step >91, 46/693, d1=0.427, d2=0.349 g=4.752 2/2 [==============================] - 0s 12ms/step >91, 47/693, d1=0.410, d2=0.341 g=3.857 2/2 [==============================] - 0s 12ms/step >91, 48/693, d1=0.455, d2=0.366 g=3.861 2/2 [==============================] - 0s 12ms/step >91, 49/693, d1=0.276, d2=0.275 g=1.983 2/2 [==============================] - 0s 12ms/step >91, 50/693, d1=0.496, d2=0.281 g=3.433 2/2 [==============================] - 0s 12ms/step >91, 51/693, d1=0.470, d2=0.404 g=5.285 2/2 [==============================] - 0s 12ms/step >91, 52/693, d1=0.381, d2=0.294 g=3.934 2/2 [==============================] - 0s 12ms/step >91, 53/693, d1=0.360, d2=0.270 g=4.792 2/2 [==============================] - 0s 11ms/step >91, 54/693, d1=0.304, d2=0.333 g=3.901 2/2 [==============================] - 0s 13ms/step >91, 55/693, d1=0.633, d2=0.299 g=2.257 2/2 [==============================] - 0s 12ms/step >91, 56/693, d1=0.438, d2=0.471 g=4.718 2/2 [==============================] - 0s 13ms/step >91, 57/693, d1=0.341, d2=0.291 g=5.512 2/2 [==============================] - 0s 12ms/step >91, 58/693, d1=0.413, d2=0.299 g=4.160 2/2 [==============================] - 0s 12ms/step >91, 59/693, d1=0.331, d2=0.384 g=3.848 2/2 [==============================] - 0s 12ms/step >91, 60/693, d1=0.461, d2=0.327 g=2.791 2/2 [==============================] - 0s 13ms/step >91, 61/693, d1=0.293, d2=0.313 g=5.383 2/2 [==============================] - 0s 13ms/step >91, 62/693, d1=0.379, d2=0.301 g=3.029 2/2 [==============================] - 0s 12ms/step >91, 63/693, d1=0.515, d2=0.230 g=4.519 2/2 [==============================] - 0s 12ms/step >91, 64/693, d1=0.292, d2=0.386 g=3.544 2/2 [==============================] - 0s 11ms/step >91, 65/693, d1=0.361, d2=0.416 g=2.968 2/2 [==============================] - 0s 12ms/step >91, 66/693, d1=0.521, d2=0.327 g=3.020 2/2 [==============================] - 0s 13ms/step >91, 67/693, d1=0.402, d2=0.317 g=4.629 2/2 [==============================] - 0s 11ms/step >91, 68/693, d1=0.453, d2=0.202 g=4.618 2/2 [==============================] - 0s 13ms/step >91, 69/693, d1=0.472, d2=0.372 g=2.530 2/2 [==============================] - 0s 12ms/step >91, 70/693, d1=0.237, d2=0.410 g=3.795 2/2 [==============================] - 0s 12ms/step >91, 71/693, d1=0.360, d2=0.337 g=4.154 2/2 [==============================] - 0s 11ms/step >91, 72/693, d1=0.408, d2=0.305 g=4.032 2/2 [==============================] - 0s 13ms/step >91, 73/693, d1=0.392, d2=0.353 g=5.046 2/2 [==============================] - 0s 13ms/step >91, 74/693, d1=0.644, d2=0.268 g=4.340 2/2 [==============================] - 0s 12ms/step >91, 75/693, d1=0.344, d2=0.302 g=5.997 2/2 [==============================] - 0s 12ms/step >91, 76/693, d1=0.279, d2=0.330 g=3.524 2/2 [==============================] - 0s 12ms/step >91, 77/693, d1=0.362, d2=0.338 g=5.975 2/2 [==============================] - 0s 13ms/step >91, 78/693, d1=0.535, d2=0.316 g=3.042 2/2 [==============================] - 0s 12ms/step >91, 79/693, d1=0.350, d2=0.287 g=5.587 2/2 [==============================] - 0s 11ms/step >91, 80/693, d1=0.434, d2=0.292 g=3.896 2/2 [==============================] - 0s 12ms/step >91, 81/693, d1=0.469, d2=0.307 g=3.739 2/2 [==============================] - 0s 12ms/step >91, 82/693, d1=0.366, d2=0.311 g=3.119 2/2 [==============================] - 0s 12ms/step >91, 83/693, d1=0.318, d2=0.348 g=4.191 2/2 [==============================] - 0s 12ms/step >91, 84/693, d1=0.437, d2=0.434 g=2.276 2/2 [==============================] - 0s 12ms/step >91, 85/693, d1=0.481, d2=0.262 g=3.451 2/2 [==============================] - 0s 12ms/step >91, 86/693, d1=0.287, d2=0.264 g=4.937 2/2 [==============================] - 0s 12ms/step >91, 87/693, d1=0.451, d2=0.544 g=4.325 2/2 [==============================] - 0s 12ms/step >91, 88/693, d1=0.402, d2=0.236 g=2.461 2/2 [==============================] - 0s 12ms/step >91, 89/693, d1=0.416, d2=0.326 g=4.003 2/2 [==============================] - 0s 12ms/step >91, 90/693, d1=0.390, d2=0.339 g=2.985 2/2 [==============================] - 0s 12ms/step >91, 91/693, d1=0.441, d2=0.382 g=3.308 2/2 [==============================] - 0s 12ms/step >91, 92/693, d1=0.492, d2=0.367 g=3.099 2/2 [==============================] - 0s 12ms/step >91, 93/693, d1=0.459, d2=0.298 g=4.970 2/2 [==============================] - 0s 13ms/step >91, 94/693, d1=0.339, d2=0.309 g=5.539 2/2 [==============================] - 0s 12ms/step >91, 95/693, d1=0.407, d2=0.322 g=3.310 2/2 [==============================] - 0s 12ms/step >91, 96/693, d1=0.513, d2=0.438 g=3.549 2/2 [==============================] - 0s 11ms/step >91, 97/693, d1=0.409, d2=0.291 g=3.742 2/2 [==============================] - 0s 11ms/step >91, 98/693, d1=0.293, d2=0.325 g=3.832 2/2 [==============================] - 0s 12ms/step >91, 99/693, d1=0.502, d2=0.346 g=4.527 2/2 [==============================] - 0s 12ms/step >91, 100/693, d1=0.462, d2=0.353 g=3.904 2/2 [==============================] - 0s 12ms/step >91, 101/693, d1=0.436, d2=0.387 g=2.348 2/2 [==============================] - 0s 13ms/step >91, 102/693, d1=0.472, d2=0.417 g=3.167 2/2 [==============================] - 0s 12ms/step >91, 103/693, d1=0.269, d2=0.347 g=3.697 2/2 [==============================] - 0s 12ms/step >91, 104/693, d1=0.504, d2=0.307 g=4.105 2/2 [==============================] - 0s 13ms/step >91, 105/693, d1=0.475, d2=0.330 g=3.609 2/2 [==============================] - 0s 12ms/step >91, 106/693, d1=0.371, d2=0.394 g=3.299 2/2 [==============================] - 0s 12ms/step >91, 107/693, d1=0.356, d2=0.259 g=4.208 2/2 [==============================] - 0s 12ms/step >91, 108/693, d1=0.313, d2=0.255 g=5.515 2/2 [==============================] - 0s 11ms/step >91, 109/693, d1=0.363, d2=0.430 g=3.020 2/2 [==============================] - 0s 12ms/step >91, 110/693, d1=0.316, d2=0.264 g=4.251 2/2 [==============================] - 0s 11ms/step >91, 111/693, d1=0.486, d2=0.450 g=4.493 2/2 [==============================] - 0s 12ms/step >91, 112/693, d1=0.325, d2=0.254 g=4.278 2/2 [==============================] - 0s 12ms/step >91, 113/693, d1=0.414, d2=0.260 g=3.916 2/2 [==============================] - 0s 12ms/step >91, 114/693, d1=0.353, d2=0.371 g=4.453 2/2 [==============================] - 0s 12ms/step >91, 115/693, d1=0.399, d2=0.247 g=4.036 2/2 [==============================] - 0s 12ms/step >91, 116/693, d1=0.418, d2=0.417 g=6.150 2/2 [==============================] - 0s 12ms/step >91, 117/693, d1=0.356, d2=0.316 g=2.974 2/2 [==============================] - 0s 11ms/step >91, 118/693, d1=0.309, d2=0.325 g=4.431 2/2 [==============================] - 0s 14ms/step >91, 119/693, d1=0.405, d2=0.345 g=2.956 2/2 [==============================] - 0s 13ms/step >91, 120/693, d1=0.332, d2=0.290 g=4.931 2/2 [==============================] - 0s 12ms/step >91, 121/693, d1=0.546, d2=0.406 g=4.751 2/2 [==============================] - 0s 13ms/step >91, 122/693, d1=0.437, d2=0.333 g=5.410 2/2 [==============================] - 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0s 22ms/step >93, 24/693, d1=0.494, d2=0.344 g=4.850 2/2 [==============================] - 0s 11ms/step >93, 25/693, d1=0.322, d2=0.293 g=4.770 2/2 [==============================] - 0s 12ms/step >93, 26/693, d1=0.305, d2=0.528 g=5.175 2/2 [==============================] - 0s 12ms/step >93, 27/693, d1=0.474, d2=0.293 g=5.831 2/2 [==============================] - 0s 12ms/step >93, 28/693, d1=0.633, d2=0.366 g=9.763 2/2 [==============================] - 0s 12ms/step >93, 29/693, d1=0.422, d2=0.348 g=9.206 2/2 [==============================] - 0s 11ms/step >93, 30/693, d1=0.430, d2=0.346 g=5.272 2/2 [==============================] - 0s 10ms/step >93, 31/693, d1=0.391, d2=0.315 g=9.734 2/2 [==============================] - 0s 12ms/step >93, 32/693, d1=0.234, d2=0.313 g=6.431 2/2 [==============================] - 0s 12ms/step >93, 33/693, d1=0.300, d2=0.294 g=5.835 2/2 [==============================] - 0s 11ms/step >93, 34/693, d1=0.303, d2=0.250 g=2.718 2/2 [==============================] - 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0s 12ms/step >93, 46/693, d1=0.480, d2=0.364 g=5.179 2/2 [==============================] - 0s 12ms/step >93, 47/693, d1=0.353, d2=0.393 g=7.588 2/2 [==============================] - 0s 11ms/step >93, 48/693, d1=0.384, d2=0.301 g=6.628 2/2 [==============================] - 0s 11ms/step >93, 49/693, d1=0.374, d2=0.313 g=5.255 2/2 [==============================] - 0s 13ms/step >93, 50/693, d1=0.292, d2=0.310 g=4.086 2/2 [==============================] - 0s 12ms/step >93, 51/693, d1=0.400, d2=0.346 g=4.461 2/2 [==============================] - 0s 12ms/step >93, 52/693, d1=0.432, d2=0.382 g=6.813 2/2 [==============================] - 0s 13ms/step >93, 53/693, d1=0.523, d2=0.258 g=4.119 2/2 [==============================] - 0s 11ms/step >93, 54/693, d1=0.322, d2=0.326 g=3.436 2/2 [==============================] - 0s 11ms/step >93, 55/693, d1=0.309, d2=0.314 g=9.194 2/2 [==============================] - 0s 12ms/step >93, 56/693, d1=0.422, d2=0.326 g=8.160 2/2 [==============================] - 0s 13ms/step >93, 57/693, d1=0.381, d2=0.250 g=5.967 2/2 [==============================] - 0s 11ms/step >93, 58/693, d1=0.395, d2=0.481 g=6.616 2/2 [==============================] - 0s 12ms/step >93, 59/693, d1=0.403, d2=0.224 g=7.086 2/2 [==============================] - 0s 12ms/step >93, 60/693, d1=0.410, d2=0.332 g=3.318 2/2 [==============================] - 0s 11ms/step >93, 61/693, d1=0.322, d2=0.376 g=6.967 2/2 [==============================] - 0s 11ms/step >93, 62/693, d1=0.429, d2=0.261 g=6.259 2/2 [==============================] - 0s 14ms/step >93, 63/693, d1=0.435, d2=0.284 g=9.953 2/2 [==============================] - 0s 11ms/step >93, 64/693, d1=0.375, d2=0.489 g=4.734 2/2 [==============================] - 0s 13ms/step >93, 65/693, d1=0.470, d2=0.330 g=9.013 2/2 [==============================] - 0s 13ms/step >93, 66/693, d1=0.320, d2=0.246 g=9.243 2/2 [==============================] - 0s 12ms/step >93, 67/693, d1=0.518, d2=0.315 g=8.060 2/2 [==============================] - 0s 11ms/step >93, 68/693, d1=0.421, d2=0.322 g=4.124 2/2 [==============================] - 0s 11ms/step >93, 69/693, d1=0.285, d2=0.361 g=7.361 2/2 [==============================] - 0s 12ms/step >93, 70/693, d1=0.378, d2=0.390 g=3.737 2/2 [==============================] - 0s 13ms/step >93, 71/693, d1=0.387, d2=0.277 g=5.723 2/2 [==============================] - 0s 14ms/step >93, 72/693, d1=0.407, d2=0.262 g=4.730 2/2 [==============================] - 0s 12ms/step >93, 73/693, d1=0.398, d2=0.286 g=6.097 2/2 [==============================] - 0s 12ms/step >93, 74/693, d1=0.350, d2=0.335 g=5.834 2/2 [==============================] - 0s 11ms/step >93, 75/693, d1=0.364, d2=0.334 g=7.459 2/2 [==============================] - 0s 12ms/step >93, 76/693, d1=0.493, d2=0.528 g=6.649 2/2 [==============================] - 0s 12ms/step >93, 77/693, d1=0.402, d2=0.248 g=3.750 2/2 [==============================] - 0s 12ms/step >93, 78/693, d1=0.498, d2=0.275 g=6.865 2/2 [==============================] - 0s 13ms/step >93, 79/693, d1=0.245, d2=0.416 g=7.121 2/2 [==============================] - 0s 12ms/step >93, 80/693, d1=0.394, d2=0.315 g=5.005 2/2 [==============================] - 0s 13ms/step >93, 81/693, d1=0.425, d2=0.295 g=7.831 2/2 [==============================] - 0s 12ms/step >93, 82/693, d1=0.521, d2=0.310 g=7.754 2/2 [==============================] - 0s 12ms/step >93, 83/693, d1=0.406, d2=0.278 g=5.480 2/2 [==============================] - 0s 12ms/step >93, 84/693, d1=0.329, d2=0.283 g=4.517 2/2 [==============================] - 0s 12ms/step >93, 85/693, d1=0.444, d2=0.394 g=6.075 2/2 [==============================] - 0s 11ms/step >93, 86/693, d1=0.284, d2=0.324 g=4.019 2/2 [==============================] - 0s 12ms/step >93, 87/693, d1=0.501, d2=0.402 g=4.598 2/2 [==============================] - 0s 12ms/step >93, 88/693, d1=0.396, d2=0.375 g=5.060 2/2 [==============================] - 0s 12ms/step >93, 89/693, d1=0.434, d2=0.288 g=5.457 2/2 [==============================] - 0s 12ms/step >93, 90/693, d1=0.395, d2=0.502 g=5.853 2/2 [==============================] - 0s 11ms/step >93, 91/693, d1=0.411, d2=0.207 g=6.207 2/2 [==============================] - 0s 12ms/step >93, 92/693, d1=0.496, d2=0.293 g=10.297 2/2 [==============================] - 0s 12ms/step >93, 93/693, d1=0.456, d2=0.399 g=8.132 2/2 [==============================] - 0s 12ms/step >93, 94/693, d1=0.375, d2=0.366 g=7.323 2/2 [==============================] - 0s 12ms/step >93, 95/693, d1=0.311, d2=0.331 g=5.088 2/2 [==============================] - 0s 11ms/step >93, 96/693, d1=0.431, d2=0.311 g=5.128 2/2 [==============================] - 0s 12ms/step >93, 97/693, d1=0.352, d2=0.360 g=10.177 2/2 [==============================] - 0s 11ms/step >93, 98/693, d1=0.320, d2=0.421 g=4.361 2/2 [==============================] - 0s 12ms/step >93, 99/693, d1=0.557, d2=0.293 g=6.442 2/2 [==============================] - 0s 12ms/step >93, 100/693, d1=0.477, d2=0.305 g=6.277 2/2 [==============================] - 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0s 12ms/step >93, 156/693, d1=0.464, d2=0.312 g=5.039 2/2 [==============================] - 0s 12ms/step >93, 157/693, d1=0.290, d2=0.364 g=5.917 2/2 [==============================] - 0s 12ms/step >93, 158/693, d1=0.401, d2=0.312 g=5.753 2/2 [==============================] - 0s 12ms/step >93, 159/693, d1=0.498, d2=0.281 g=8.238 2/2 [==============================] - 0s 12ms/step >93, 160/693, d1=0.462, d2=0.241 g=4.568 2/2 [==============================] - 0s 14ms/step >93, 161/693, d1=0.502, d2=0.383 g=6.496 2/2 [==============================] - 0s 11ms/step >93, 162/693, d1=0.283, d2=0.266 g=5.696 2/2 [==============================] - 0s 12ms/step >93, 163/693, d1=0.314, d2=0.362 g=5.574 2/2 [==============================] - 0s 13ms/step >93, 164/693, d1=0.437, d2=0.383 g=4.174 2/2 [==============================] - 0s 13ms/step >93, 165/693, d1=0.518, d2=0.257 g=6.508 2/2 [==============================] - 0s 12ms/step >93, 166/693, d1=0.333, d2=0.368 g=4.213 2/2 [==============================] - 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0s 12ms/step >93, 200/693, d1=0.385, d2=0.437 g=4.947 2/2 [==============================] - 0s 12ms/step >93, 201/693, d1=0.460, d2=0.339 g=5.232 2/2 [==============================] - 0s 13ms/step >93, 202/693, d1=0.506, d2=0.298 g=4.901 2/2 [==============================] - 0s 14ms/step >93, 203/693, d1=0.487, d2=0.377 g=3.239 2/2 [==============================] - 0s 10ms/step >93, 204/693, d1=0.340, d2=0.460 g=4.390 2/2 [==============================] - 0s 12ms/step >93, 205/693, d1=0.471, d2=0.279 g=4.947 2/2 [==============================] - 0s 11ms/step >93, 206/693, d1=0.350, d2=0.344 g=5.972 2/2 [==============================] - 0s 12ms/step >93, 207/693, d1=0.438, d2=0.240 g=3.365 2/2 [==============================] - 0s 11ms/step >93, 208/693, d1=0.395, d2=0.413 g=4.075 2/2 [==============================] - 0s 12ms/step >93, 209/693, d1=0.387, d2=0.202 g=6.469 2/2 [==============================] - 0s 11ms/step >93, 210/693, d1=0.633, d2=0.500 g=4.426 2/2 [==============================] - 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0s 11ms/step >93, 332/693, d1=0.455, d2=0.346 g=4.901 2/2 [==============================] - 0s 11ms/step >93, 333/693, d1=0.437, d2=0.272 g=7.197 2/2 [==============================] - 0s 12ms/step >93, 334/693, d1=0.434, d2=0.362 g=3.145 2/2 [==============================] - 0s 13ms/step >93, 335/693, d1=0.321, d2=0.339 g=3.321 2/2 [==============================] - 0s 13ms/step >93, 336/693, d1=0.408, d2=0.346 g=5.979 2/2 [==============================] - 0s 13ms/step >93, 337/693, d1=0.403, d2=0.305 g=7.165 2/2 [==============================] - 0s 14ms/step >93, 338/693, d1=0.477, d2=0.355 g=5.269 2/2 [==============================] - 0s 12ms/step >93, 339/693, d1=0.353, d2=0.399 g=4.740 2/2 [==============================] - 0s 12ms/step >93, 340/693, d1=0.471, d2=0.381 g=5.037 2/2 [==============================] - 0s 11ms/step >93, 341/693, d1=0.475, d2=0.291 g=6.893 2/2 [==============================] - 0s 12ms/step >93, 342/693, d1=0.403, d2=0.334 g=7.672 2/2 [==============================] - 0s 11ms/step >93, 343/693, d1=0.351, d2=0.362 g=2.642 2/2 [==============================] - 0s 12ms/step >93, 344/693, d1=0.477, d2=0.423 g=5.008 2/2 [==============================] - 0s 12ms/step >93, 345/693, d1=0.351, d2=0.350 g=7.717 2/2 [==============================] - 0s 11ms/step >93, 346/693, d1=0.447, d2=0.264 g=6.695 2/2 [==============================] - 0s 12ms/step >93, 347/693, d1=0.429, d2=0.237 g=6.858 2/2 [==============================] - 0s 15ms/step >93, 348/693, d1=0.429, d2=0.407 g=6.092 2/2 [==============================] - 0s 14ms/step >93, 349/693, d1=0.436, d2=0.390 g=4.669 2/2 [==============================] - 0s 14ms/step >93, 350/693, d1=0.365, d2=0.260 g=5.887 2/2 [==============================] - 0s 12ms/step >93, 351/693, d1=0.373, d2=0.307 g=5.550 2/2 [==============================] - 0s 12ms/step >93, 352/693, d1=0.361, d2=0.335 g=3.571 2/2 [==============================] - 0s 12ms/step >93, 353/693, d1=0.452, d2=0.307 g=4.773 2/2 [==============================] - 0s 12ms/step >93, 354/693, d1=0.290, d2=0.283 g=5.598 2/2 [==============================] - 0s 11ms/step >93, 355/693, d1=0.403, d2=0.374 g=6.197 2/2 [==============================] - 0s 12ms/step >93, 356/693, d1=0.623, d2=0.259 g=3.009 2/2 [==============================] - 0s 12ms/step >93, 357/693, d1=0.336, d2=0.346 g=3.744 2/2 [==============================] - 0s 11ms/step >93, 358/693, d1=0.396, d2=0.307 g=5.924 2/2 [==============================] - 0s 11ms/step >93, 359/693, d1=0.281, d2=0.313 g=4.354 2/2 [==============================] - 0s 12ms/step >93, 360/693, d1=0.515, d2=0.332 g=6.724 2/2 [==============================] - 0s 11ms/step >93, 361/693, d1=0.529, d2=0.342 g=5.641 2/2 [==============================] - 0s 12ms/step >93, 362/693, d1=0.371, d2=0.390 g=5.435 2/2 [==============================] - 0s 12ms/step >93, 363/693, d1=0.285, d2=0.344 g=4.695 2/2 [==============================] - 0s 12ms/step >93, 364/693, d1=0.330, d2=0.290 g=4.916 2/2 [==============================] - 0s 11ms/step >93, 365/693, d1=0.699, d2=0.290 g=3.536 2/2 [==============================] - 0s 12ms/step >93, 366/693, d1=0.373, d2=0.319 g=4.729 2/2 [==============================] - 0s 11ms/step >93, 367/693, d1=0.202, d2=0.326 g=4.763 2/2 [==============================] - 0s 11ms/step >93, 368/693, d1=0.423, d2=0.289 g=3.703 2/2 [==============================] - 0s 11ms/step >93, 369/693, d1=0.361, d2=0.264 g=6.193 2/2 [==============================] - 0s 11ms/step >93, 370/693, d1=0.384, d2=0.352 g=2.329 2/2 [==============================] - 0s 14ms/step >93, 371/693, d1=0.340, d2=0.286 g=3.793 2/2 [==============================] - 0s 11ms/step >93, 372/693, d1=0.527, d2=0.421 g=2.663 2/2 [==============================] - 0s 13ms/step >93, 373/693, d1=0.333, d2=0.338 g=4.786 2/2 [==============================] - 0s 12ms/step >93, 374/693, d1=0.437, d2=0.307 g=2.565 2/2 [==============================] - 0s 10ms/step >93, 375/693, d1=0.463, d2=0.384 g=6.432 2/2 [==============================] - 0s 12ms/step >93, 376/693, d1=0.373, d2=0.371 g=4.413 2/2 [==============================] - 0s 11ms/step >93, 377/693, d1=0.409, d2=0.352 g=5.377 2/2 [==============================] - 0s 13ms/step >93, 378/693, d1=0.528, d2=0.390 g=6.498 2/2 [==============================] - 0s 11ms/step >93, 379/693, d1=0.450, d2=0.289 g=4.694 2/2 [==============================] - 0s 12ms/step >93, 380/693, d1=0.344, d2=0.300 g=5.071 2/2 [==============================] - 0s 12ms/step >93, 381/693, d1=0.444, d2=0.346 g=5.332 2/2 [==============================] - 0s 12ms/step >93, 382/693, d1=0.417, d2=0.321 g=4.730 2/2 [==============================] - 0s 11ms/step >93, 383/693, d1=0.321, d2=0.319 g=6.010 2/2 [==============================] - 0s 11ms/step >93, 384/693, d1=0.565, d2=0.320 g=4.676 2/2 [==============================] - 0s 11ms/step >93, 385/693, d1=0.388, d2=0.467 g=6.738 2/2 [==============================] - 0s 11ms/step >93, 386/693, d1=0.452, d2=0.241 g=4.305 2/2 [==============================] - 0s 12ms/step >93, 387/693, d1=0.321, d2=0.276 g=4.032 2/2 [==============================] - 0s 12ms/step >93, 388/693, d1=0.400, d2=0.386 g=5.212 2/2 [==============================] - 0s 12ms/step >93, 389/693, d1=0.377, d2=0.266 g=3.199 2/2 [==============================] - 0s 12ms/step >93, 390/693, d1=0.330, d2=0.317 g=4.649 2/2 [==============================] - 0s 11ms/step >93, 391/693, d1=0.602, d2=0.312 g=5.514 2/2 [==============================] - 0s 12ms/step >93, 392/693, d1=0.315, d2=0.257 g=3.444 2/2 [==============================] - 0s 11ms/step >93, 393/693, d1=0.351, d2=0.409 g=6.307 2/2 [==============================] - 0s 12ms/step >93, 394/693, d1=0.555, d2=0.304 g=8.121 2/2 [==============================] - 0s 13ms/step >93, 395/693, d1=0.295, d2=0.374 g=4.491 2/2 [==============================] - 0s 12ms/step >93, 396/693, d1=0.382, d2=0.371 g=4.857 2/2 [==============================] - 0s 12ms/step >93, 397/693, d1=0.463, d2=0.278 g=7.575 2/2 [==============================] - 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0s 11ms/step >93, 519/693, d1=0.395, d2=0.382 g=3.974 2/2 [==============================] - 0s 13ms/step >93, 520/693, d1=0.390, d2=0.269 g=5.133 2/2 [==============================] - 0s 11ms/step >93, 521/693, d1=0.321, d2=0.318 g=5.195 2/2 [==============================] - 0s 11ms/step >93, 522/693, d1=0.364, d2=0.325 g=3.420 2/2 [==============================] - 0s 12ms/step >93, 523/693, d1=0.451, d2=0.448 g=7.395 2/2 [==============================] - 0s 13ms/step >93, 524/693, d1=0.381, d2=0.297 g=7.707 2/2 [==============================] - 0s 11ms/step >93, 525/693, d1=0.703, d2=0.365 g=8.696 2/2 [==============================] - 0s 12ms/step >93, 526/693, d1=0.487, d2=0.293 g=5.390 2/2 [==============================] - 0s 11ms/step >93, 527/693, d1=0.571, d2=0.360 g=4.976 2/2 [==============================] - 0s 12ms/step >93, 528/693, d1=0.330, d2=0.282 g=5.884 2/2 [==============================] - 0s 12ms/step >93, 529/693, d1=0.436, d2=0.533 g=7.588 2/2 [==============================] - 0s 13ms/step >93, 530/693, d1=0.243, d2=0.235 g=5.251 2/2 [==============================] - 0s 11ms/step >93, 531/693, d1=0.442, d2=0.209 g=5.707 2/2 [==============================] - 0s 11ms/step >93, 532/693, d1=0.468, d2=0.338 g=4.287 2/2 [==============================] - 0s 14ms/step >93, 533/693, d1=0.329, d2=0.423 g=3.428 2/2 [==============================] - 0s 14ms/step >93, 534/693, d1=0.298, d2=0.295 g=5.967 2/2 [==============================] - 0s 14ms/step >93, 535/693, d1=0.424, d2=0.377 g=4.023 2/2 [==============================] - 0s 13ms/step >93, 536/693, d1=0.330, d2=0.322 g=6.789 2/2 [==============================] - 0s 13ms/step >93, 537/693, d1=0.436, d2=0.252 g=5.512 2/2 [==============================] - 0s 14ms/step >93, 538/693, d1=0.420, d2=0.284 g=4.745 2/2 [==============================] - 0s 13ms/step >93, 539/693, d1=0.286, d2=0.307 g=5.180 2/2 [==============================] - 0s 14ms/step >93, 540/693, d1=0.430, d2=0.294 g=4.384 2/2 [==============================] - 0s 14ms/step >93, 541/693, d1=0.438, d2=0.327 g=5.722 2/2 [==============================] - 0s 10ms/step >93, 542/693, d1=0.512, d2=0.304 g=3.869 2/2 [==============================] - 0s 14ms/step >93, 543/693, d1=0.382, d2=0.329 g=3.280 2/2 [==============================] - 0s 13ms/step >93, 544/693, d1=0.334, d2=0.351 g=6.711 2/2 [==============================] - 0s 14ms/step >93, 545/693, d1=0.392, d2=0.422 g=6.094 2/2 [==============================] - 0s 14ms/step >93, 546/693, d1=0.398, d2=0.329 g=3.756 2/2 [==============================] - 0s 14ms/step >93, 547/693, d1=0.589, d2=0.256 g=4.230 2/2 [==============================] - 0s 14ms/step >93, 548/693, d1=0.410, d2=0.425 g=6.531 2/2 [==============================] - 0s 14ms/step >93, 549/693, d1=0.394, d2=0.286 g=3.696 2/2 [==============================] - 0s 15ms/step >93, 550/693, d1=0.315, d2=0.307 g=6.886 2/2 [==============================] - 0s 13ms/step >93, 551/693, d1=0.438, d2=0.338 g=5.149 2/2 [==============================] - 0s 15ms/step >93, 552/693, d1=0.428, d2=0.280 g=4.727 2/2 [==============================] - 0s 16ms/step >93, 553/693, d1=0.331, d2=0.342 g=5.262 2/2 [==============================] - 0s 14ms/step >93, 554/693, d1=0.293, d2=0.213 g=5.097 2/2 [==============================] - 0s 14ms/step >93, 555/693, d1=0.329, d2=0.274 g=4.642 2/2 [==============================] - 0s 15ms/step >93, 556/693, d1=0.307, d2=0.288 g=4.070 2/2 [==============================] - 0s 13ms/step >93, 557/693, d1=0.576, d2=0.439 g=7.303 2/2 [==============================] - 0s 14ms/step >93, 558/693, d1=0.337, d2=0.320 g=4.673 2/2 [==============================] - 0s 13ms/step >93, 559/693, d1=0.355, d2=0.266 g=4.425 2/2 [==============================] - 0s 16ms/step >93, 560/693, d1=0.361, d2=0.325 g=3.363 2/2 [==============================] - 0s 13ms/step >93, 561/693, d1=0.349, d2=0.321 g=5.942 2/2 [==============================] - 0s 14ms/step >93, 562/693, d1=0.402, d2=0.280 g=6.812 2/2 [==============================] - 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0s 15ms/step >95, 475/693, d1=0.306, d2=0.379 g=5.820 2/2 [==============================] - 0s 13ms/step >95, 476/693, d1=0.331, d2=0.229 g=5.653 2/2 [==============================] - 0s 13ms/step >95, 477/693, d1=0.536, d2=0.360 g=2.454 2/2 [==============================] - 0s 15ms/step >95, 478/693, d1=0.245, d2=0.281 g=6.383 2/2 [==============================] - 0s 14ms/step >95, 479/693, d1=0.437, d2=0.393 g=5.053 2/2 [==============================] - 0s 13ms/step >95, 480/693, d1=0.344, d2=0.228 g=3.728 2/2 [==============================] - 0s 14ms/step >95, 481/693, d1=0.428, d2=0.452 g=4.852 2/2 [==============================] - 0s 17ms/step >95, 482/693, d1=0.398, d2=0.214 g=3.132 2/2 [==============================] - 0s 13ms/step >95, 483/693, d1=0.469, d2=0.244 g=6.091 2/2 [==============================] - 0s 13ms/step >95, 484/693, d1=0.403, d2=0.385 g=3.449 2/2 [==============================] - 0s 13ms/step >95, 485/693, d1=0.577, d2=0.385 g=3.593 2/2 [==============================] - 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0s 14ms/step >99, 90/693, d1=0.253, d2=0.328 g=4.746 2/2 [==============================] - 0s 12ms/step >99, 91/693, d1=0.403, d2=0.342 g=3.746 2/2 [==============================] - 0s 12ms/step >99, 92/693, d1=0.312, d2=0.351 g=4.790 2/2 [==============================] - 0s 13ms/step >99, 93/693, d1=0.433, d2=0.371 g=5.588 2/2 [==============================] - 0s 13ms/step >99, 94/693, d1=0.343, d2=0.270 g=4.363 2/2 [==============================] - 0s 13ms/step >99, 95/693, d1=0.414, d2=0.297 g=5.105 2/2 [==============================] - 0s 12ms/step >99, 96/693, d1=0.553, d2=0.414 g=3.560 2/2 [==============================] - 0s 13ms/step >99, 97/693, d1=0.434, d2=0.454 g=3.740 2/2 [==============================] - 0s 13ms/step >99, 98/693, d1=0.477, d2=0.321 g=3.124 2/2 [==============================] - 0s 14ms/step >99, 99/693, d1=0.438, d2=0.367 g=3.358 2/2 [==============================] - 0s 12ms/step >99, 100/693, d1=0.373, d2=0.385 g=6.963 2/2 [==============================] - 0s 14ms/step >99, 101/693, d1=0.433, d2=0.398 g=6.268 2/2 [==============================] - 0s 12ms/step >99, 102/693, d1=0.481, d2=0.330 g=3.504 2/2 [==============================] - 0s 13ms/step >99, 103/693, d1=0.420, d2=0.315 g=4.928 2/2 [==============================] - 0s 14ms/step >99, 104/693, d1=0.507, d2=0.302 g=2.935 2/2 [==============================] - 0s 14ms/step >99, 105/693, d1=0.365, d2=0.391 g=3.642 2/2 [==============================] - 0s 12ms/step >99, 106/693, d1=0.343, d2=0.274 g=2.714 2/2 [==============================] - 0s 13ms/step >99, 107/693, d1=0.330, d2=0.227 g=4.316 2/2 [==============================] - 0s 14ms/step >99, 108/693, d1=0.448, d2=0.408 g=2.949 2/2 [==============================] - 0s 13ms/step >99, 109/693, d1=0.428, d2=0.445 g=4.266 2/2 [==============================] - 0s 12ms/step >99, 110/693, d1=0.460, d2=0.354 g=3.863 2/2 [==============================] - 0s 14ms/step >99, 111/693, d1=0.492, d2=0.323 g=5.087 2/2 [==============================] - 0s 13ms/step >99, 112/693, d1=0.469, d2=0.257 g=3.218 2/2 [==============================] - 0s 13ms/step >99, 113/693, d1=0.282, d2=0.390 g=2.647 2/2 [==============================] - 0s 14ms/step >99, 114/693, d1=0.410, d2=0.308 g=4.215 2/2 [==============================] - 0s 13ms/step >99, 115/693, d1=0.347, d2=0.250 g=2.639 2/2 [==============================] - 0s 13ms/step >99, 116/693, d1=0.332, d2=0.289 g=3.381 2/2 [==============================] - 0s 14ms/step >99, 117/693, d1=0.401, d2=0.292 g=4.261 2/2 [==============================] - 0s 13ms/step >99, 118/693, d1=0.328, d2=0.358 g=4.421 2/2 [==============================] - 0s 12ms/step >99, 119/693, d1=0.289, d2=0.289 g=3.816 2/2 [==============================] - 0s 13ms/step >99, 120/693, d1=0.297, d2=0.236 g=3.525 2/2 [==============================] - 0s 11ms/step >99, 121/693, d1=0.357, d2=0.324 g=3.828 2/2 [==============================] - 0s 12ms/step >99, 122/693, d1=0.337, d2=0.321 g=3.814 2/2 [==============================] - 0s 15ms/step >99, 123/693, d1=0.325, d2=0.298 g=3.353 2/2 [==============================] - 0s 13ms/step >99, 124/693, d1=0.498, d2=0.210 g=3.060 2/2 [==============================] - 0s 14ms/step >99, 125/693, d1=0.296, d2=0.292 g=3.818 2/2 [==============================] - 0s 14ms/step >99, 126/693, d1=0.447, d2=0.303 g=3.617 2/2 [==============================] - 0s 12ms/step >99, 127/693, d1=0.387, d2=0.281 g=4.477 2/2 [==============================] - 0s 14ms/step >99, 128/693, d1=0.345, d2=0.294 g=4.074 2/2 [==============================] - 0s 14ms/step >99, 129/693, d1=0.301, d2=0.396 g=3.724 2/2 [==============================] - 0s 13ms/step >99, 130/693, d1=0.514, d2=0.330 g=3.607 2/2 [==============================] - 0s 19ms/step >99, 131/693, d1=0.493, d2=0.357 g=3.893 2/2 [==============================] - 0s 13ms/step >99, 132/693, d1=0.293, d2=0.314 g=3.166 2/2 [==============================] - 0s 14ms/step >99, 133/693, d1=0.358, d2=0.310 g=3.664 2/2 [==============================] - 0s 13ms/step >99, 134/693, d1=0.509, d2=0.334 g=2.743 2/2 [==============================] - 0s 14ms/step >99, 135/693, d1=0.448, d2=0.286 g=3.815 2/2 [==============================] - 0s 11ms/step >99, 136/693, d1=0.333, d2=0.352 g=2.645 2/2 [==============================] - 0s 12ms/step >99, 137/693, d1=0.422, d2=0.263 g=3.954 2/2 [==============================] - 0s 14ms/step >99, 138/693, d1=0.344, d2=0.293 g=2.522 2/2 [==============================] - 0s 12ms/step >99, 139/693, d1=0.290, d2=0.263 g=3.628 2/2 [==============================] - 0s 13ms/step >99, 140/693, d1=0.410, d2=0.355 g=4.500 2/2 [==============================] - 0s 12ms/step >99, 141/693, d1=0.438, d2=0.277 g=3.052 2/2 [==============================] - 0s 14ms/step >99, 142/693, d1=0.438, d2=0.390 g=2.799 2/2 [==============================] - 0s 13ms/step >99, 143/693, d1=0.595, d2=0.272 g=3.387 2/2 [==============================] - 0s 14ms/step >99, 144/693, d1=0.401, d2=0.404 g=3.092 2/2 [==============================] - 0s 14ms/step >99, 145/693, d1=0.376, d2=0.358 g=3.656 2/2 [==============================] - 0s 13ms/step >99, 146/693, d1=0.327, d2=0.380 g=3.264 2/2 [==============================] - 0s 13ms/step >99, 147/693, d1=0.383, d2=0.249 g=5.474 2/2 [==============================] - 0s 13ms/step >99, 148/693, d1=0.458, d2=0.205 g=3.945 2/2 [==============================] - 0s 13ms/step >99, 149/693, d1=0.407, d2=0.399 g=4.759 2/2 [==============================] - 0s 13ms/step >99, 150/693, d1=0.226, d2=0.364 g=3.293 2/2 [==============================] - 0s 12ms/step >99, 151/693, d1=0.541, d2=0.334 g=5.971 2/2 [==============================] - 0s 13ms/step >99, 152/693, d1=0.336, d2=0.250 g=3.586 2/2 [==============================] - 0s 13ms/step >99, 153/693, d1=0.234, d2=0.239 g=3.970 2/2 [==============================] - 0s 13ms/step >99, 154/693, d1=0.372, d2=0.242 g=4.316 2/2 [==============================] - 0s 13ms/step >99, 155/693, d1=0.463, d2=0.351 g=6.422 2/2 [==============================] - 0s 13ms/step >99, 156/693, d1=0.449, d2=0.370 g=4.178 2/2 [==============================] - 0s 12ms/step >99, 157/693, d1=0.366, d2=0.321 g=3.730 2/2 [==============================] - 0s 12ms/step >99, 158/693, d1=0.401, d2=0.518 g=4.180 2/2 [==============================] - 0s 12ms/step >99, 159/693, d1=0.303, d2=0.365 g=3.240 2/2 [==============================] - 0s 13ms/step >99, 160/693, d1=0.342, d2=0.301 g=4.404 2/2 [==============================] - 0s 12ms/step >99, 161/693, d1=0.363, d2=0.274 g=4.975 2/2 [==============================] - 0s 13ms/step >99, 162/693, d1=0.370, d2=0.284 g=3.712 2/2 [==============================] - 0s 13ms/step >99, 163/693, d1=0.443, d2=0.376 g=4.154 2/2 [==============================] - 0s 14ms/step >99, 164/693, d1=0.452, d2=0.360 g=5.444 2/2 [==============================] - 0s 13ms/step >99, 165/693, d1=0.329, d2=0.294 g=4.887 2/2 [==============================] - 0s 14ms/step >99, 166/693, d1=0.482, d2=0.339 g=4.198 2/2 [==============================] - 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0s 15ms/step >99, 277/693, d1=0.494, d2=0.295 g=5.554 2/2 [==============================] - 0s 13ms/step >99, 278/693, d1=0.388, d2=0.441 g=5.064 2/2 [==============================] - 0s 12ms/step >99, 279/693, d1=0.336, d2=0.319 g=2.880 2/2 [==============================] - 0s 13ms/step >99, 280/693, d1=0.407, d2=0.226 g=3.232 2/2 [==============================] - 0s 13ms/step >99, 281/693, d1=0.566, d2=0.389 g=2.833 2/2 [==============================] - 0s 12ms/step >99, 282/693, d1=0.324, d2=0.307 g=4.626 2/2 [==============================] - 0s 13ms/step >99, 283/693, d1=0.569, d2=0.474 g=5.282 2/2 [==============================] - 0s 13ms/step >99, 284/693, d1=0.346, d2=0.306 g=2.510 2/2 [==============================] - 0s 12ms/step >99, 285/693, d1=0.572, d2=0.343 g=3.607 2/2 [==============================] - 0s 12ms/step >99, 286/693, d1=0.365, d2=0.269 g=3.394 2/2 [==============================] - 0s 14ms/step >99, 287/693, d1=0.506, d2=0.314 g=2.344 2/2 [==============================] - 0s 14ms/step >99, 288/693, d1=0.348, d2=0.226 g=3.310 2/2 [==============================] - 0s 13ms/step >99, 289/693, d1=0.344, d2=0.292 g=4.088 2/2 [==============================] - 0s 15ms/step >99, 290/693, d1=0.309, d2=0.393 g=3.674 2/2 [==============================] - 0s 13ms/step >99, 291/693, d1=0.614, d2=0.246 g=4.634 2/2 [==============================] - 0s 13ms/step >99, 292/693, d1=0.333, d2=0.355 g=3.639 2/2 [==============================] - 0s 14ms/step >99, 293/693, d1=0.369, d2=0.303 g=4.234 2/2 [==============================] - 0s 13ms/step >99, 294/693, d1=0.193, d2=0.296 g=2.767 2/2 [==============================] - 0s 13ms/step >99, 295/693, d1=0.409, d2=0.266 g=4.187 2/2 [==============================] - 0s 13ms/step >99, 296/693, d1=0.244, d2=0.362 g=5.078 2/2 [==============================] - 0s 14ms/step >99, 297/693, d1=0.472, d2=0.271 g=4.330 2/2 [==============================] - 0s 14ms/step >99, 298/693, d1=0.384, d2=0.296 g=3.837 2/2 [==============================] - 0s 14ms/step >99, 299/693, d1=0.312, d2=0.410 g=2.631 2/2 [==============================] - 0s 14ms/step >99, 300/693, d1=0.344, d2=0.341 g=2.813 2/2 [==============================] - 0s 12ms/step >99, 301/693, d1=0.515, d2=0.263 g=3.361 2/2 [==============================] - 0s 13ms/step >99, 302/693, d1=0.367, d2=0.261 g=4.310 2/2 [==============================] - 0s 13ms/step >99, 303/693, d1=0.384, d2=0.316 g=3.326 2/2 [==============================] - 0s 13ms/step >99, 304/693, d1=0.422, d2=0.222 g=4.771 2/2 [==============================] - 0s 14ms/step >99, 305/693, d1=0.313, d2=0.283 g=3.181 2/2 [==============================] - 0s 13ms/step >99, 306/693, d1=0.401, d2=0.225 g=4.110 2/2 [==============================] - 0s 14ms/step >99, 307/693, d1=0.398, d2=0.397 g=3.930 2/2 [==============================] - 0s 14ms/step >99, 308/693, d1=0.412, d2=0.435 g=3.077 2/2 [==============================] - 0s 14ms/step >99, 309/693, d1=0.439, d2=0.394 g=4.495 2/2 [==============================] - 0s 13ms/step >99, 310/693, d1=0.495, d2=0.406 g=2.936 2/2 [==============================] - 0s 13ms/step >99, 311/693, d1=0.387, d2=0.293 g=3.781 2/2 [==============================] - 0s 12ms/step >99, 312/693, d1=0.502, d2=0.352 g=3.717 2/2 [==============================] - 0s 15ms/step >99, 313/693, d1=0.604, d2=0.374 g=4.193 2/2 [==============================] - 0s 13ms/step >99, 314/693, d1=0.352, d2=0.327 g=3.171 2/2 [==============================] - 0s 13ms/step >99, 315/693, d1=0.248, d2=0.354 g=2.766 2/2 [==============================] - 0s 12ms/step >99, 316/693, d1=0.405, d2=0.335 g=3.185 2/2 [==============================] - 0s 11ms/step >99, 317/693, d1=0.361, d2=0.342 g=4.746 2/2 [==============================] - 0s 13ms/step >99, 318/693, d1=0.428, d2=0.332 g=3.659 2/2 [==============================] - 0s 12ms/step >99, 319/693, d1=0.311, d2=0.320 g=3.678 2/2 [==============================] - 0s 15ms/step >99, 320/693, d1=0.414, d2=0.359 g=5.573 2/2 [==============================] - 0s 13ms/step >99, 321/693, d1=0.578, d2=0.269 g=5.702 2/2 [==============================] - 0s 13ms/step >99, 322/693, d1=0.539, d2=0.324 g=3.423 2/2 [==============================] - 0s 13ms/step >99, 323/693, d1=0.432, d2=0.460 g=4.007 2/2 [==============================] - 0s 13ms/step >99, 324/693, d1=0.338, d2=0.423 g=2.755 2/2 [==============================] - 0s 13ms/step >99, 325/693, d1=0.286, d2=0.382 g=3.301 2/2 [==============================] - 0s 12ms/step >99, 326/693, d1=0.612, d2=0.283 g=6.365 2/2 [==============================] - 0s 13ms/step >99, 327/693, d1=0.354, d2=0.318 g=4.389 2/2 [==============================] - 0s 12ms/step >99, 328/693, d1=0.516, d2=0.360 g=4.080 2/2 [==============================] - 0s 13ms/step >99, 329/693, d1=0.280, d2=0.334 g=6.329 2/2 [==============================] - 0s 14ms/step >99, 330/693, d1=0.432, d2=0.384 g=4.202 2/2 [==============================] - 0s 14ms/step >99, 331/693, d1=0.481, d2=0.299 g=3.096 2/2 [==============================] - 0s 13ms/step >99, 332/693, d1=0.443, d2=0.292 g=4.444 2/2 [==============================] - 0s 13ms/step >99, 333/693, d1=0.334, d2=0.339 g=3.488 2/2 [==============================] - 0s 13ms/step >99, 334/693, d1=0.370, d2=0.230 g=5.637 2/2 [==============================] - 0s 14ms/step >99, 335/693, d1=0.384, d2=0.333 g=6.404 2/2 [==============================] - 0s 12ms/step >99, 336/693, d1=0.311, d2=0.202 g=4.599 2/2 [==============================] - 0s 12ms/step >99, 337/693, d1=0.336, d2=0.273 g=5.125 2/2 [==============================] - 0s 14ms/step >99, 338/693, d1=0.312, d2=0.320 g=2.929 2/2 [==============================] - 0s 14ms/step >99, 339/693, d1=0.363, d2=0.339 g=4.888 2/2 [==============================] - 0s 14ms/step >99, 340/693, d1=0.307, d2=0.241 g=4.973 2/2 [==============================] - 0s 12ms/step >99, 341/693, d1=0.397, d2=0.255 g=4.454 2/2 [==============================] - 0s 12ms/step >99, 342/693, d1=0.433, d2=0.283 g=5.166 2/2 [==============================] - 0s 13ms/step >99, 343/693, d1=0.440, d2=0.353 g=3.526 2/2 [==============================] - 0s 13ms/step >99, 344/693, d1=0.310, d2=0.256 g=2.625 2/2 [==============================] - 0s 13ms/step >99, 345/693, d1=0.313, d2=0.255 g=4.584 2/2 [==============================] - 0s 13ms/step >99, 346/693, d1=0.261, d2=0.225 g=2.866 2/2 [==============================] - 0s 12ms/step >99, 347/693, d1=0.317, d2=0.384 g=3.732 2/2 [==============================] - 0s 13ms/step >99, 348/693, d1=0.319, d2=0.310 g=3.992 2/2 [==============================] - 0s 12ms/step >99, 349/693, d1=0.434, d2=0.237 g=3.162 2/2 [==============================] - 0s 12ms/step >99, 350/693, d1=0.313, d2=0.277 g=2.873 2/2 [==============================] - 0s 12ms/step >99, 351/693, d1=0.452, d2=0.403 g=2.645 2/2 [==============================] - 0s 14ms/step >99, 352/693, d1=0.453, d2=0.312 g=3.810 2/2 [==============================] - 0s 12ms/step >99, 353/693, d1=0.377, d2=0.297 g=4.452 2/2 [==============================] - 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0s 13ms/step >99, 475/693, d1=0.340, d2=0.417 g=4.513 2/2 [==============================] - 0s 14ms/step >99, 476/693, d1=0.464, d2=0.257 g=3.222 2/2 [==============================] - 0s 13ms/step >99, 477/693, d1=0.422, d2=0.273 g=4.380 2/2 [==============================] - 0s 12ms/step >99, 478/693, d1=0.347, d2=0.303 g=4.356 2/2 [==============================] - 0s 13ms/step >99, 479/693, d1=0.185, d2=0.325 g=5.938 2/2 [==============================] - 0s 13ms/step >99, 480/693, d1=0.393, d2=0.356 g=5.497 2/2 [==============================] - 0s 13ms/step >99, 481/693, d1=0.309, d2=0.390 g=5.620 2/2 [==============================] - 0s 13ms/step >99, 482/693, d1=0.470, d2=0.258 g=5.899 2/2 [==============================] - 0s 13ms/step >99, 483/693, d1=0.351, d2=0.258 g=3.941 2/2 [==============================] - 0s 13ms/step >99, 484/693, d1=0.401, d2=0.355 g=3.567 2/2 [==============================] - 0s 15ms/step >99, 485/693, d1=0.439, d2=0.293 g=3.163 2/2 [==============================] - 0s 13ms/step >99, 486/693, d1=0.420, d2=0.289 g=4.986 2/2 [==============================] - 0s 13ms/step >99, 487/693, d1=0.476, d2=0.265 g=4.518 2/2 [==============================] - 0s 14ms/step >99, 488/693, d1=0.433, d2=0.390 g=3.982 2/2 [==============================] - 0s 15ms/step >99, 489/693, d1=0.437, d2=0.335 g=4.406 2/2 [==============================] - 0s 13ms/step >99, 490/693, d1=0.461, d2=0.313 g=2.963 2/2 [==============================] - 0s 13ms/step >99, 491/693, d1=0.274, d2=0.441 g=4.017 2/2 [==============================] - 0s 12ms/step >99, 492/693, d1=0.523, d2=0.407 g=2.837 2/2 [==============================] - 0s 14ms/step >99, 493/693, d1=0.533, d2=0.254 g=3.736 2/2 [==============================] - 0s 13ms/step >99, 494/693, d1=0.360, d2=0.299 g=3.812 2/2 [==============================] - 0s 14ms/step >99, 495/693, d1=0.353, d2=0.395 g=3.010 2/2 [==============================] - 0s 13ms/step >99, 496/693, d1=0.415, d2=0.251 g=2.571 2/2 [==============================] - 0s 12ms/step >99, 497/693, d1=0.492, d2=0.333 g=3.835 2/2 [==============================] - 0s 14ms/step >99, 498/693, d1=0.306, d2=0.461 g=3.264 2/2 [==============================] - 0s 13ms/step >99, 499/693, d1=0.426, d2=0.367 g=4.429 2/2 [==============================] - 0s 12ms/step >99, 500/693, d1=0.501, d2=0.263 g=4.622 2/2 [==============================] - 0s 12ms/step >99, 501/693, d1=0.437, d2=0.278 g=5.174 2/2 [==============================] - 0s 16ms/step >99, 502/693, d1=0.299, d2=0.294 g=3.198 2/2 [==============================] - 0s 13ms/step >99, 503/693, d1=0.317, d2=0.351 g=3.926 2/2 [==============================] - 0s 14ms/step >99, 504/693, d1=0.243, d2=0.325 g=4.561 2/2 [==============================] - 0s 14ms/step >99, 505/693, d1=0.313, d2=0.210 g=4.332 2/2 [==============================] - 0s 13ms/step >99, 506/693, d1=0.483, d2=0.230 g=3.438 2/2 [==============================] - 0s 13ms/step >99, 507/693, d1=0.438, d2=0.287 g=3.209 2/2 [==============================] - 0s 12ms/step >99, 508/693, d1=0.329, d2=0.286 g=3.391 2/2 [==============================] - 0s 13ms/step >99, 509/693, d1=0.281, d2=0.365 g=3.976 2/2 [==============================] - 0s 13ms/step >99, 510/693, d1=0.621, d2=0.359 g=3.203 2/2 [==============================] - 0s 12ms/step >99, 511/693, d1=0.404, d2=0.341 g=4.112 2/2 [==============================] - 0s 13ms/step >99, 512/693, d1=0.370, d2=0.344 g=2.834 2/2 [==============================] - 0s 14ms/step >99, 513/693, d1=0.344, d2=0.345 g=6.303 2/2 [==============================] - 0s 14ms/step >99, 514/693, d1=0.454, d2=0.362 g=3.366 2/2 [==============================] - 0s 12ms/step >99, 515/693, d1=0.417, d2=0.281 g=3.902 2/2 [==============================] - 0s 12ms/step >99, 516/693, d1=0.622, d2=0.342 g=4.436 2/2 [==============================] - 0s 14ms/step >99, 517/693, d1=0.359, d2=0.391 g=3.709 2/2 [==============================] - 0s 13ms/step >99, 518/693, d1=0.426, d2=0.399 g=2.342 2/2 [==============================] - 0s 14ms/step >99, 519/693, d1=0.282, d2=0.319 g=3.857 2/2 [==============================] - 0s 13ms/step >99, 520/693, d1=0.374, d2=0.402 g=3.021 2/2 [==============================] - 0s 13ms/step >99, 521/693, d1=0.547, d2=0.309 g=4.468 2/2 [==============================] - 0s 13ms/step >99, 522/693, d1=0.417, d2=0.295 g=3.349 2/2 [==============================] - 0s 12ms/step >99, 523/693, d1=0.313, d2=0.283 g=3.759 2/2 [==============================] - 0s 12ms/step >99, 524/693, d1=0.284, d2=0.432 g=5.538 2/2 [==============================] - 0s 12ms/step >99, 525/693, d1=0.300, d2=0.330 g=3.531 2/2 [==============================] - 0s 13ms/step >99, 526/693, d1=0.428, d2=0.356 g=5.994 2/2 [==============================] - 0s 12ms/step >99, 527/693, d1=0.472, d2=0.299 g=3.009 2/2 [==============================] - 0s 12ms/step >99, 528/693, d1=0.591, d2=0.294 g=2.495 2/2 [==============================] - 0s 13ms/step >99, 529/693, d1=0.439, d2=0.360 g=2.533 2/2 [==============================] - 0s 14ms/step >99, 530/693, d1=0.299, d2=0.381 g=4.875 2/2 [==============================] - 0s 12ms/step >99, 531/693, d1=0.377, d2=0.282 g=2.686 2/2 [==============================] - 0s 12ms/step >99, 532/693, d1=0.460, d2=0.316 g=1.602 2/2 [==============================] - 0s 13ms/step >99, 533/693, d1=0.355, d2=0.416 g=5.467 2/2 [==============================] - 0s 13ms/step >99, 534/693, d1=0.322, d2=0.268 g=2.599 2/2 [==============================] - 0s 13ms/step >99, 535/693, d1=0.498, d2=0.336 g=3.616 2/2 [==============================] - 0s 14ms/step >99, 536/693, d1=0.434, d2=0.305 g=5.358 2/2 [==============================] - 0s 13ms/step >99, 537/693, d1=0.321, d2=0.350 g=5.085 2/2 [==============================] - 0s 13ms/step >99, 538/693, d1=0.407, d2=0.305 g=3.353 2/2 [==============================] - 0s 14ms/step >99, 539/693, d1=0.273, d2=0.289 g=5.688 2/2 [==============================] - 0s 14ms/step >99, 540/693, d1=0.375, d2=0.379 g=2.469 2/2 [==============================] - 0s 13ms/step >99, 541/693, d1=0.281, d2=0.279 g=4.095 2/2 [==============================] - 0s 14ms/step >99, 542/693, d1=0.390, d2=0.250 g=5.084 2/2 [==============================] - 0s 14ms/step >99, 543/693, d1=0.393, d2=0.343 g=3.249 2/2 [==============================] - 0s 13ms/step >99, 544/693, d1=0.461, d2=0.262 g=3.523 2/2 [==============================] - 0s 14ms/step >99, 545/693, d1=0.453, d2=0.272 g=3.442 2/2 [==============================] - 0s 14ms/step >99, 546/693, d1=0.417, d2=0.423 g=3.465 2/2 [==============================] - 0s 14ms/step >99, 547/693, d1=0.235, d2=0.428 g=4.026 2/2 [==============================] - 0s 13ms/step >99, 548/693, d1=0.381, d2=0.367 g=4.550 2/2 [==============================] - 0s 13ms/step >99, 549/693, d1=0.425, d2=0.235 g=4.188 2/2 [==============================] - 0s 13ms/step >99, 550/693, d1=0.555, d2=0.313 g=6.059 2/2 [==============================] - 0s 13ms/step >99, 551/693, d1=0.337, d2=0.275 g=3.211 2/2 [==============================] - 0s 20ms/step >99, 552/693, d1=0.361, d2=0.295 g=4.711 2/2 [==============================] - 0s 14ms/step >99, 553/693, d1=0.608, d2=0.404 g=5.622 2/2 [==============================] - 0s 19ms/step >99, 554/693, d1=0.537, d2=0.337 g=2.087 2/2 [==============================] - 0s 14ms/step >99, 555/693, d1=0.237, d2=0.396 g=3.444 2/2 [==============================] - 0s 14ms/step >99, 556/693, d1=0.357, d2=0.284 g=3.881 2/2 [==============================] - 0s 13ms/step >99, 557/693, d1=0.406, d2=0.384 g=3.784 2/2 [==============================] - 0s 15ms/step >99, 558/693, d1=0.316, d2=0.326 g=4.170 2/2 [==============================] - 0s 13ms/step >99, 559/693, d1=0.445, d2=0.279 g=4.185 2/2 [==============================] - 0s 12ms/step >99, 560/693, d1=0.457, d2=0.227 g=5.085 2/2 [==============================] - 0s 14ms/step >99, 561/693, d1=0.323, d2=0.329 g=5.230 2/2 [==============================] - 0s 12ms/step >99, 562/693, d1=0.416, d2=0.345 g=3.753 2/2 [==============================] - 0s 12ms/step >99, 563/693, d1=0.383, d2=0.273 g=3.780 2/2 [==============================] - 0s 11ms/step >99, 564/693, d1=0.275, d2=0.333 g=3.993 2/2 [==============================] - 0s 12ms/step >99, 565/693, d1=0.448, d2=0.355 g=4.395 2/2 [==============================] - 0s 12ms/step >99, 566/693, d1=0.460, d2=0.212 g=3.528 2/2 [==============================] - 0s 14ms/step >99, 567/693, d1=0.497, d2=0.305 g=4.444 2/2 [==============================] - 0s 14ms/step >99, 568/693, d1=0.398, d2=0.350 g=5.280 2/2 [==============================] - 0s 14ms/step >99, 569/693, d1=0.311, d2=0.287 g=6.297 2/2 [==============================] - 0s 13ms/step >99, 570/693, d1=0.502, d2=0.488 g=4.946 2/2 [==============================] - 0s 12ms/step >99, 571/693, d1=0.336, d2=0.307 g=4.595 2/2 [==============================] - 0s 13ms/step >99, 572/693, d1=0.357, d2=0.218 g=2.186 2/2 [==============================] - 0s 13ms/step >99, 573/693, d1=0.438, d2=0.362 g=3.696 2/2 [==============================] - 0s 14ms/step >99, 574/693, d1=0.327, d2=0.364 g=2.429 2/2 [==============================] - 0s 13ms/step >99, 575/693, d1=0.321, d2=0.378 g=3.732 2/2 [==============================] - 0s 12ms/step >99, 576/693, d1=0.340, d2=0.292 g=3.102 2/2 [==============================] - 0s 13ms/step >99, 577/693, d1=0.620, d2=0.283 g=2.588 2/2 [==============================] - 0s 13ms/step >99, 578/693, d1=0.354, d2=0.402 g=4.149 2/2 [==============================] - 0s 13ms/step >99, 579/693, d1=0.415, d2=0.501 g=3.311 2/2 [==============================] - 0s 12ms/step >99, 580/693, d1=0.481, d2=0.337 g=4.646 2/2 [==============================] - 0s 13ms/step >99, 581/693, d1=0.425, d2=0.278 g=3.747 2/2 [==============================] - 0s 14ms/step >99, 582/693, d1=0.320, d2=0.362 g=3.774 2/2 [==============================] - 0s 13ms/step >99, 583/693, d1=0.428, d2=0.397 g=4.521 2/2 [==============================] - 0s 14ms/step >99, 584/693, d1=0.317, d2=0.351 g=4.415 2/2 [==============================] - 0s 12ms/step >99, 585/693, d1=0.543, d2=0.274 g=4.656 2/2 [==============================] - 0s 12ms/step >99, 586/693, d1=0.410, d2=0.261 g=3.387 2/2 [==============================] - 0s 13ms/step >99, 587/693, d1=0.378, d2=0.301 g=3.294 2/2 [==============================] - 0s 14ms/step >99, 588/693, d1=0.421, d2=0.229 g=4.410 2/2 [==============================] - 0s 14ms/step >99, 589/693, d1=0.341, d2=0.325 g=5.608 2/2 [==============================] - 0s 12ms/step >99, 590/693, d1=0.497, d2=0.340 g=3.747 2/2 [==============================] - 0s 13ms/step >99, 591/693, d1=0.406, d2=0.346 g=3.554 2/2 [==============================] - 0s 13ms/step >99, 592/693, d1=0.564, d2=0.325 g=3.217 2/2 [==============================] - 0s 14ms/step >99, 593/693, d1=0.515, d2=0.416 g=3.380 2/2 [==============================] - 0s 14ms/step >99, 594/693, d1=0.394, d2=0.296 g=5.061 2/2 [==============================] - 0s 13ms/step >99, 595/693, d1=0.416, d2=0.336 g=2.812 2/2 [==============================] - 0s 14ms/step >99, 596/693, d1=0.413, d2=0.394 g=3.140 2/2 [==============================] - 0s 13ms/step >99, 597/693, d1=0.297, d2=0.310 g=4.481 2/2 [==============================] - 0s 12ms/step >99, 598/693, d1=0.473, d2=0.271 g=4.118 2/2 [==============================] - 0s 12ms/step >99, 599/693, d1=0.480, d2=0.508 g=4.644 2/2 [==============================] - 0s 13ms/step >99, 600/693, d1=0.375, d2=0.283 g=2.913 2/2 [==============================] - 0s 13ms/step >99, 601/693, d1=0.447, d2=0.250 g=4.553 2/2 [==============================] - 0s 13ms/step >99, 602/693, d1=0.449, d2=0.414 g=2.641 2/2 [==============================] - 0s 13ms/step >99, 603/693, d1=0.306, d2=0.330 g=4.994 2/2 [==============================] - 0s 12ms/step >99, 604/693, d1=0.399, d2=0.325 g=3.296 2/2 [==============================] - 0s 12ms/step >99, 605/693, d1=0.241, d2=0.295 g=5.084 2/2 [==============================] - 0s 13ms/step >99, 606/693, d1=0.255, d2=0.310 g=4.101 2/2 [==============================] - 0s 13ms/step >99, 607/693, d1=0.478, d2=0.238 g=5.449 2/2 [==============================] - 0s 13ms/step >99, 608/693, d1=0.405, d2=0.297 g=2.807 2/2 [==============================] - 0s 12ms/step >99, 609/693, d1=0.327, d2=0.336 g=2.239 2/2 [==============================] - 0s 14ms/step >99, 610/693, d1=0.421, d2=0.292 g=4.716 2/2 [==============================] - 0s 14ms/step >99, 611/693, d1=0.392, d2=0.307 g=3.452 2/2 [==============================] - 0s 13ms/step >99, 612/693, d1=0.397, d2=0.364 g=4.735 2/2 [==============================] - 0s 15ms/step >99, 613/693, d1=0.399, d2=0.404 g=3.563 2/2 [==============================] - 0s 13ms/step >99, 614/693, d1=0.424, d2=0.252 g=3.716 2/2 [==============================] - 0s 12ms/step >99, 615/693, d1=0.482, d2=0.441 g=4.588 2/2 [==============================] - 0s 11ms/step >99, 616/693, d1=0.311, d2=0.257 g=4.301 2/2 [==============================] - 0s 13ms/step >99, 617/693, d1=0.325, d2=0.280 g=4.259 2/2 [==============================] - 0s 12ms/step >99, 618/693, d1=0.456, d2=0.299 g=3.518 2/2 [==============================] - 0s 13ms/step >99, 619/693, d1=0.473, d2=0.253 g=3.404 2/2 [==============================] - 0s 13ms/step >99, 620/693, d1=0.364, d2=0.343 g=4.931 2/2 [==============================] - 0s 12ms/step >99, 621/693, d1=0.250, d2=0.239 g=4.383 2/2 [==============================] - 0s 12ms/step >99, 622/693, d1=0.427, d2=0.356 g=3.055 2/2 [==============================] - 0s 13ms/step >99, 623/693, d1=0.536, d2=0.371 g=3.550 2/2 [==============================] - 0s 14ms/step >99, 624/693, d1=0.374, d2=0.400 g=4.724 2/2 [==============================] - 0s 13ms/step >99, 625/693, d1=0.424, d2=0.333 g=3.539 2/2 [==============================] - 0s 13ms/step >99, 626/693, d1=0.413, d2=0.247 g=4.060 2/2 [==============================] - 0s 16ms/step >99, 627/693, d1=0.400, d2=0.337 g=4.254 2/2 [==============================] - 0s 13ms/step >99, 628/693, d1=0.251, d2=0.328 g=3.649 2/2 [==============================] - 0s 13ms/step >99, 629/693, d1=0.379, d2=0.371 g=4.490 2/2 [==============================] - 0s 12ms/step >99, 630/693, d1=0.315, d2=0.401 g=4.336 2/2 [==============================] - 0s 14ms/step >99, 631/693, d1=0.407, d2=0.297 g=2.868 2/2 [==============================] - 0s 14ms/step >99, 632/693, d1=0.505, d2=0.273 g=3.779 2/2 [==============================] - 0s 13ms/step >99, 633/693, d1=0.428, d2=0.312 g=5.066 2/2 [==============================] - 0s 14ms/step >99, 634/693, d1=0.323, d2=0.286 g=4.758 2/2 [==============================] - 0s 14ms/step >99, 635/693, d1=0.330, d2=0.260 g=5.128 2/2 [==============================] - 0s 14ms/step >99, 636/693, d1=0.316, d2=0.246 g=5.172 2/2 [==============================] - 0s 11ms/step >99, 637/693, d1=0.435, d2=0.317 g=2.517 2/2 [==============================] - 0s 12ms/step >99, 638/693, d1=0.444, d2=0.282 g=3.879 2/2 [==============================] - 0s 14ms/step >99, 639/693, d1=0.225, d2=0.386 g=4.033 2/2 [==============================] - 0s 13ms/step >99, 640/693, d1=0.442, d2=0.278 g=4.079 2/2 [==============================] - 0s 13ms/step >99, 641/693, d1=0.313, d2=0.310 g=4.157 2/2 [==============================] - 0s 14ms/step >99, 642/693, d1=0.385, d2=0.341 g=5.977 2/2 [==============================] - 0s 13ms/step >99, 643/693, d1=0.274, d2=0.277 g=3.664 2/2 [==============================] - 0s 11ms/step >99, 644/693, d1=0.596, d2=0.205 g=3.030 2/2 [==============================] - 0s 14ms/step >99, 645/693, d1=0.393, d2=0.390 g=3.905 2/2 [==============================] - 0s 14ms/step >99, 646/693, d1=0.338, d2=0.258 g=4.040 2/2 [==============================] - 0s 12ms/step >99, 647/693, d1=0.215, d2=0.243 g=3.725 2/2 [==============================] - 0s 13ms/step >99, 648/693, d1=0.264, d2=0.299 g=2.297 2/2 [==============================] - 0s 13ms/step >99, 649/693, d1=0.426, d2=0.406 g=4.162 2/2 [==============================] - 0s 14ms/step >99, 650/693, d1=0.377, d2=0.304 g=3.286 2/2 [==============================] - 0s 12ms/step >99, 651/693, d1=0.386, d2=0.291 g=3.159 2/2 [==============================] - 0s 14ms/step >99, 652/693, d1=0.390, d2=0.364 g=2.584 2/2 [==============================] - 0s 12ms/step >99, 653/693, d1=0.420, d2=0.413 g=4.255 2/2 [==============================] - 0s 12ms/step >99, 654/693, d1=0.416, d2=0.318 g=4.271 2/2 [==============================] - 0s 14ms/step >99, 655/693, d1=0.437, d2=0.304 g=4.558 2/2 [==============================] - 0s 13ms/step >99, 656/693, d1=0.444, d2=0.283 g=5.492 2/2 [==============================] - 0s 14ms/step >99, 657/693, d1=0.475, d2=0.265 g=4.233 2/2 [==============================] - 0s 14ms/step >99, 658/693, d1=0.402, d2=0.327 g=2.647 2/2 [==============================] - 0s 12ms/step >99, 659/693, d1=0.432, d2=0.388 g=3.777 2/2 [==============================] - 0s 13ms/step >99, 660/693, d1=0.310, d2=0.254 g=5.158 2/2 [==============================] - 0s 13ms/step >99, 661/693, d1=0.352, d2=0.281 g=2.759 2/2 [==============================] - 0s 12ms/step >99, 662/693, d1=0.434, d2=0.432 g=3.030 2/2 [==============================] - 0s 14ms/step >99, 663/693, d1=0.291, d2=0.322 g=4.124 2/2 [==============================] - 0s 12ms/step >99, 664/693, d1=0.375, d2=0.249 g=2.621 2/2 [==============================] - 0s 11ms/step >99, 665/693, d1=0.536, d2=0.216 g=4.061 2/2 [==============================] - 0s 13ms/step >99, 666/693, d1=0.324, d2=0.491 g=3.685 2/2 [==============================] - 0s 13ms/step >99, 667/693, d1=0.278, d2=0.267 g=5.499 2/2 [==============================] - 0s 13ms/step >99, 668/693, d1=0.447, d2=0.327 g=4.812 2/2 [==============================] - 0s 13ms/step >99, 669/693, d1=0.313, d2=0.304 g=5.125 2/2 [==============================] - 0s 14ms/step >99, 670/693, d1=0.454, d2=0.372 g=3.626 2/2 [==============================] - 0s 14ms/step >99, 671/693, d1=0.460, d2=0.277 g=5.038 2/2 [==============================] - 0s 11ms/step >99, 672/693, d1=0.356, d2=0.468 g=4.018 2/2 [==============================] - 0s 14ms/step >99, 673/693, d1=0.216, d2=0.253 g=2.970 2/2 [==============================] - 0s 14ms/step >99, 674/693, d1=0.517, d2=0.257 g=3.461 2/2 [==============================] - 0s 11ms/step >99, 675/693, d1=0.394, d2=0.312 g=3.721 2/2 [==============================] - 0s 13ms/step >99, 676/693, d1=0.319, d2=0.361 g=2.269 2/2 [==============================] - 0s 14ms/step >99, 677/693, d1=0.326, d2=0.333 g=3.991 2/2 [==============================] - 0s 14ms/step >99, 678/693, d1=0.480, d2=0.380 g=3.325 2/2 [==============================] - 0s 14ms/step >99, 679/693, d1=0.545, d2=0.313 g=3.199 2/2 [==============================] - 0s 13ms/step >99, 680/693, d1=0.310, d2=0.448 g=4.374 2/2 [==============================] - 0s 15ms/step >99, 681/693, d1=0.313, d2=0.333 g=4.370 2/2 [==============================] - 0s 12ms/step >99, 682/693, d1=0.462, d2=0.295 g=4.014 2/2 [==============================] - 0s 19ms/step >99, 683/693, d1=0.369, d2=0.209 g=2.945 2/2 [==============================] - 0s 13ms/step >99, 684/693, d1=0.640, d2=0.298 g=5.372 2/2 [==============================] - 0s 13ms/step >99, 685/693, d1=0.229, d2=0.475 g=4.076 2/2 [==============================] - 0s 14ms/step >99, 686/693, d1=0.375, d2=0.250 g=4.677 2/2 [==============================] - 0s 13ms/step >99, 687/693, d1=0.591, d2=0.249 g=3.507 2/2 [==============================] - 0s 13ms/step >99, 688/693, d1=0.306, d2=0.304 g=4.054 2/2 [==============================] - 0s 14ms/step >99, 689/693, d1=0.362, d2=0.358 g=3.453 2/2 [==============================] - 0s 13ms/step >99, 690/693, d1=0.300, d2=0.287 g=3.744 2/2 [==============================] - 0s 13ms/step >99, 691/693, d1=0.303, d2=0.287 g=3.167 2/2 [==============================] - 0s 14ms/step >99, 692/693, d1=0.433, d2=0.373 g=5.109 2/2 [==============================] - 0s 14ms/step >99, 693/693, d1=0.644, d2=0.343 g=3.738 2/2 [==============================] - 0s 14ms/step >100, 1/693, d1=0.478, d2=0.279 g=3.513 2/2 [==============================] - 0s 14ms/step >100, 2/693, d1=0.430, d2=0.323 g=4.303 2/2 [==============================] - 0s 13ms/step >100, 3/693, d1=0.534, d2=0.305 g=3.515 2/2 [==============================] - 0s 14ms/step >100, 4/693, d1=0.305, d2=0.367 g=3.738 2/2 [==============================] - 0s 12ms/step >100, 5/693, d1=0.323, d2=0.293 g=4.284 2/2 [==============================] - 0s 12ms/step >100, 6/693, d1=0.340, d2=0.264 g=3.480 2/2 [==============================] - 0s 14ms/step >100, 7/693, d1=0.345, d2=0.324 g=3.379 2/2 [==============================] - 0s 12ms/step >100, 8/693, d1=0.357, d2=0.313 g=4.456 2/2 [==============================] - 0s 15ms/step >100, 9/693, d1=0.399, d2=0.267 g=4.034 2/2 [==============================] - 0s 12ms/step >100, 10/693, d1=0.444, d2=0.382 g=3.524 2/2 [==============================] - 0s 13ms/step >100, 11/693, d1=0.444, d2=0.307 g=4.938 2/2 [==============================] - 0s 13ms/step >100, 12/693, d1=0.236, d2=0.287 g=4.335 2/2 [==============================] - 0s 12ms/step >100, 13/693, d1=0.278, d2=0.242 g=3.530 2/2 [==============================] - 0s 13ms/step >100, 14/693, d1=0.337, d2=0.317 g=2.657 2/2 [==============================] - 0s 13ms/step >100, 15/693, d1=0.480, d2=0.276 g=4.267 2/2 [==============================] - 0s 14ms/step >100, 16/693, d1=0.446, d2=0.327 g=3.245 2/2 [==============================] - 0s 13ms/step >100, 17/693, d1=0.357, d2=0.336 g=2.298 2/2 [==============================] - 0s 14ms/step >100, 18/693, d1=0.531, d2=0.258 g=3.591 2/2 [==============================] - 0s 13ms/step >100, 19/693, d1=0.313, d2=0.414 g=2.872 2/2 [==============================] - 0s 11ms/step >100, 20/693, d1=0.356, d2=0.338 g=3.279 2/2 [==============================] - 0s 13ms/step >100, 21/693, d1=0.316, d2=0.375 g=2.701 2/2 [==============================] - 0s 16ms/step >100, 22/693, d1=0.493, d2=0.283 g=5.476 2/2 [==============================] - 0s 14ms/step >100, 23/693, d1=0.336, d2=0.316 g=3.654 2/2 [==============================] - 0s 13ms/step >100, 24/693, d1=0.532, d2=0.407 g=3.259 2/2 [==============================] - 0s 14ms/step >100, 25/693, d1=0.427, d2=0.288 g=4.116 2/2 [==============================] - 0s 14ms/step >100, 26/693, d1=0.383, d2=0.386 g=2.838 2/2 [==============================] - 0s 14ms/step >100, 27/693, d1=0.369, d2=0.416 g=3.744 2/2 [==============================] - 0s 14ms/step >100, 28/693, d1=0.522, d2=0.464 g=3.882 2/2 [==============================] - 0s 12ms/step >100, 29/693, d1=0.407, d2=0.245 g=3.832 2/2 [==============================] - 0s 14ms/step >100, 30/693, d1=0.331, d2=0.241 g=4.672 2/2 [==============================] - 0s 12ms/step >100, 31/693, d1=0.283, d2=0.455 g=3.276 2/2 [==============================] - 0s 12ms/step >100, 32/693, d1=0.358, d2=0.248 g=4.423 2/2 [==============================] - 0s 13ms/step >100, 33/693, d1=0.282, d2=0.267 g=2.580 2/2 [==============================] - 0s 13ms/step >100, 34/693, d1=0.457, d2=0.261 g=5.310 2/2 [==============================] - 0s 14ms/step >100, 35/693, d1=0.314, d2=0.254 g=4.606 2/2 [==============================] - 0s 13ms/step >100, 36/693, d1=0.367, d2=0.555 g=3.334 2/2 [==============================] - 0s 11ms/step >100, 37/693, d1=0.365, d2=0.480 g=4.420 2/2 [==============================] - 0s 13ms/step >100, 38/693, d1=0.667, d2=0.299 g=4.594 2/2 [==============================] - 0s 13ms/step >100, 39/693, d1=0.486, d2=0.241 g=2.513 2/2 [==============================] - 0s 13ms/step >100, 40/693, d1=0.312, d2=0.310 g=3.505 2/2 [==============================] - 0s 14ms/step >100, 41/693, d1=0.320, d2=0.280 g=2.352 2/2 [==============================] - 0s 13ms/step >100, 42/693, d1=0.367, d2=0.293 g=3.559 2/2 [==============================] - 0s 13ms/step >100, 43/693, d1=0.482, d2=0.280 g=3.558 2/2 [==============================] - 0s 13ms/step >100, 44/693, d1=0.454, d2=0.354 g=4.564 2/2 [==============================] - 0s 12ms/step >100, 45/693, d1=0.399, d2=0.353 g=4.389 2/2 [==============================] - 0s 14ms/step >100, 46/693, d1=0.328, d2=0.305 g=3.075 2/2 [==============================] - 0s 12ms/step >100, 47/693, d1=0.537, d2=0.255 g=5.275 2/2 [==============================] - 0s 13ms/step >100, 48/693, d1=0.389, d2=0.310 g=5.131 2/2 [==============================] - 0s 12ms/step >100, 49/693, d1=0.312, d2=0.346 g=4.443 2/2 [==============================] - 0s 13ms/step >100, 50/693, d1=0.373, d2=0.243 g=3.649 2/2 [==============================] - 0s 13ms/step >100, 51/693, d1=0.347, d2=0.391 g=4.495 2/2 [==============================] - 0s 14ms/step >100, 52/693, d1=0.507, d2=0.280 g=3.239 2/2 [==============================] - 0s 13ms/step >100, 53/693, d1=0.356, d2=0.295 g=4.178 2/2 [==============================] - 0s 13ms/step >100, 54/693, d1=0.491, d2=0.379 g=4.679 2/2 [==============================] - 0s 13ms/step >100, 55/693, d1=0.296, d2=0.268 g=5.040 2/2 [==============================] - 0s 12ms/step >100, 56/693, d1=0.346, d2=0.416 g=3.573 2/2 [==============================] - 0s 12ms/step >100, 57/693, d1=0.259, d2=0.262 g=4.470 2/2 [==============================] - 0s 13ms/step >100, 58/693, d1=0.304, d2=0.285 g=2.986 2/2 [==============================] - 0s 14ms/step >100, 59/693, d1=0.464, d2=0.222 g=4.836 2/2 [==============================] - 0s 14ms/step >100, 60/693, d1=0.308, d2=0.242 g=4.562 2/2 [==============================] - 0s 15ms/step >100, 61/693, d1=0.489, d2=0.281 g=2.895 2/2 [==============================] - 0s 13ms/step >100, 62/693, d1=0.375, d2=0.344 g=2.942 2/2 [==============================] - 0s 12ms/step >100, 63/693, d1=0.249, d2=0.508 g=3.539 2/2 [==============================] - 0s 13ms/step >100, 64/693, d1=0.529, d2=0.285 g=2.842 2/2 [==============================] - 0s 13ms/step >100, 65/693, d1=0.456, d2=0.223 g=4.243 2/2 [==============================] - 0s 13ms/step >100, 66/693, d1=0.303, d2=0.278 g=2.827 2/2 [==============================] - 0s 14ms/step >100, 67/693, d1=0.484, d2=0.275 g=3.271 2/2 [==============================] - 0s 13ms/step >100, 68/693, d1=0.393, d2=0.295 g=3.665 2/2 [==============================] - 0s 15ms/step >100, 69/693, d1=0.283, d2=0.259 g=3.660 2/2 [==============================] - 0s 13ms/step >100, 70/693, d1=0.416, d2=0.303 g=4.053 2/2 [==============================] - 0s 11ms/step >100, 71/693, d1=0.295, d2=0.387 g=5.296 2/2 [==============================] - 0s 14ms/step >100, 72/693, d1=0.348, d2=0.323 g=4.406 2/2 [==============================] - 0s 13ms/step >100, 73/693, d1=0.412, d2=0.233 g=3.285 2/2 [==============================] - 0s 12ms/step >100, 74/693, d1=0.396, d2=0.352 g=5.415 2/2 [==============================] - 0s 13ms/step >100, 75/693, d1=0.331, d2=0.321 g=4.492 2/2 [==============================] - 0s 13ms/step >100, 76/693, d1=0.401, d2=0.311 g=2.363 2/2 [==============================] - 0s 14ms/step >100, 77/693, d1=0.379, d2=0.307 g=4.626 2/2 [==============================] - 0s 13ms/step >100, 78/693, d1=0.316, d2=0.281 g=4.793 2/2 [==============================] - 0s 13ms/step >100, 79/693, d1=0.398, d2=0.296 g=3.357 2/2 [==============================] - 0s 12ms/step >100, 80/693, d1=0.283, d2=0.250 g=3.586 2/2 [==============================] - 0s 13ms/step >100, 81/693, d1=0.340, d2=0.410 g=3.370 2/2 [==============================] - 0s 13ms/step >100, 82/693, d1=0.315, d2=0.301 g=4.008 2/2 [==============================] - 0s 14ms/step >100, 83/693, d1=0.428, d2=0.219 g=3.672 2/2 [==============================] - 0s 15ms/step >100, 84/693, d1=0.451, d2=0.499 g=4.842 2/2 [==============================] - 0s 13ms/step >100, 85/693, d1=0.485, d2=0.335 g=5.647 2/2 [==============================] - 0s 15ms/step >100, 86/693, d1=0.369, d2=0.386 g=3.181 2/2 [==============================] - 0s 13ms/step >100, 87/693, d1=0.406, d2=0.288 g=4.221 2/2 [==============================] - 0s 13ms/step >100, 88/693, d1=0.337, d2=0.295 g=2.541 2/2 [==============================] - 0s 12ms/step >100, 89/693, d1=0.323, d2=0.271 g=3.810 2/2 [==============================] - 0s 14ms/step >100, 90/693, d1=0.411, d2=0.302 g=4.979 2/2 [==============================] - 0s 12ms/step >100, 91/693, d1=0.509, d2=0.360 g=3.315 2/2 [==============================] - 0s 13ms/step >100, 92/693, d1=0.463, d2=0.212 g=5.037 2/2 [==============================] - 0s 13ms/step >100, 93/693, d1=0.366, d2=0.345 g=4.896 2/2 [==============================] - 0s 14ms/step >100, 94/693, d1=0.412, d2=0.431 g=4.564 2/2 [==============================] - 0s 13ms/step >100, 95/693, d1=0.334, d2=0.270 g=3.702 2/2 [==============================] - 0s 14ms/step >100, 96/693, d1=0.463, d2=0.392 g=4.134 2/2 [==============================] - 0s 15ms/step >100, 97/693, d1=0.437, d2=0.301 g=3.032 2/2 [==============================] - 0s 13ms/step >100, 98/693, d1=0.359, d2=0.248 g=4.751 2/2 [==============================] - 0s 13ms/step >100, 99/693, d1=0.396, d2=0.348 g=2.784 2/2 [==============================] - 0s 12ms/step >100, 100/693, d1=0.367, d2=0.372 g=3.106 2/2 [==============================] - 0s 12ms/step >100, 101/693, d1=0.481, d2=0.355 g=2.584 2/2 [==============================] - 0s 12ms/step >100, 102/693, d1=0.337, d2=0.466 g=4.870 2/2 [==============================] - 0s 14ms/step >100, 103/693, d1=0.477, d2=0.328 g=4.481 2/2 [==============================] - 0s 14ms/step >100, 104/693, d1=0.450, d2=0.297 g=5.024 2/2 [==============================] - 0s 14ms/step >100, 105/693, d1=0.500, d2=0.336 g=2.258 2/2 [==============================] - 0s 13ms/step >100, 106/693, d1=0.451, d2=0.357 g=4.444 2/2 [==============================] - 0s 12ms/step >100, 107/693, d1=0.325, d2=0.322 g=2.780 2/2 [==============================] - 0s 14ms/step >100, 108/693, d1=0.340, d2=0.265 g=3.314 2/2 [==============================] - 0s 13ms/step >100, 109/693, d1=0.325, d2=0.334 g=4.876 2/2 [==============================] - 0s 14ms/step >100, 110/693, d1=0.347, d2=0.234 g=3.756 2/2 [==============================] - 0s 14ms/step >100, 111/693, d1=0.319, d2=0.230 g=3.038 2/2 [==============================] - 0s 14ms/step >100, 112/693, d1=0.347, d2=0.316 g=4.244 2/2 [==============================] - 0s 14ms/step >100, 113/693, d1=0.315, d2=0.370 g=3.306 2/2 [==============================] - 0s 11ms/step >100, 114/693, d1=0.404, d2=0.224 g=5.700 2/2 [==============================] - 0s 13ms/step >100, 115/693, d1=0.305, d2=0.295 g=4.970 2/2 [==============================] - 0s 14ms/step >100, 116/693, d1=0.496, d2=0.319 g=3.176 2/2 [==============================] - 0s 15ms/step >100, 117/693, d1=0.308, d2=0.306 g=3.489 2/2 [==============================] - 0s 14ms/step >100, 118/693, d1=0.420, d2=0.210 g=3.262 2/2 [==============================] - 0s 14ms/step >100, 119/693, d1=0.327, d2=0.387 g=4.140 2/2 [==============================] - 0s 14ms/step >100, 120/693, d1=0.290, d2=0.234 g=4.229 2/2 [==============================] - 0s 12ms/step >100, 121/693, d1=0.461, d2=0.347 g=2.940 2/2 [==============================] - 0s 12ms/step >100, 122/693, d1=0.273, d2=0.329 g=4.836 2/2 [==============================] - 0s 13ms/step >100, 123/693, d1=0.527, d2=0.289 g=2.831 2/2 [==============================] - 0s 13ms/step >100, 124/693, d1=0.520, d2=0.300 g=4.568 2/2 [==============================] - 0s 13ms/step >100, 125/693, d1=0.441, d2=0.395 g=4.388 2/2 [==============================] - 0s 13ms/step >100, 126/693, d1=0.311, d2=0.419 g=5.164 2/2 [==============================] - 0s 11ms/step >100, 127/693, d1=0.430, d2=0.299 g=4.075 2/2 [==============================] - 0s 12ms/step >100, 128/693, d1=0.486, d2=0.404 g=4.060 2/2 [==============================] - 0s 13ms/step >100, 129/693, d1=0.381, d2=0.357 g=2.713 2/2 [==============================] - 0s 12ms/step >100, 130/693, d1=0.447, d2=0.343 g=4.918 2/2 [==============================] - 0s 13ms/step >100, 131/693, d1=0.476, d2=0.345 g=4.475 2/2 [==============================] - 0s 15ms/step >100, 132/693, d1=0.574, d2=0.269 g=3.089 2/2 [==============================] - 0s 12ms/step >100, 133/693, d1=0.384, d2=0.361 g=2.943 2/2 [==============================] - 0s 17ms/step >100, 134/693, d1=0.328, d2=0.327 g=3.992 2/2 [==============================] - 0s 12ms/step >100, 135/693, d1=0.352, d2=0.326 g=4.040 2/2 [==============================] - 0s 13ms/step >100, 136/693, d1=0.456, d2=0.267 g=2.941 2/2 [==============================] - 0s 15ms/step >100, 137/693, d1=0.462, d2=0.371 g=4.905 2/2 [==============================] - 0s 14ms/step >100, 138/693, d1=0.394, d2=0.317 g=3.179 2/2 [==============================] - 0s 14ms/step >100, 139/693, d1=0.395, d2=0.374 g=2.492 2/2 [==============================] - 0s 13ms/step >100, 140/693, d1=0.344, d2=0.352 g=3.725 2/2 [==============================] - 0s 13ms/step >100, 141/693, d1=0.357, d2=0.234 g=4.793 2/2 [==============================] - 0s 13ms/step >100, 142/693, d1=0.450, d2=0.380 g=3.391 2/2 [==============================] - 0s 12ms/step >100, 143/693, d1=0.323, d2=0.258 g=2.602 2/2 [==============================] - 0s 12ms/step >100, 144/693, d1=0.440, d2=0.342 g=3.072 2/2 [==============================] - 0s 14ms/step >100, 145/693, d1=0.398, d2=0.330 g=2.477 2/2 [==============================] - 0s 14ms/step >100, 146/693, d1=0.216, d2=0.291 g=2.466 2/2 [==============================] - 0s 12ms/step >100, 147/693, d1=0.361, d2=0.399 g=2.792 2/2 [==============================] - 0s 15ms/step >100, 148/693, d1=0.394, d2=0.284 g=4.981 2/2 [==============================] - 0s 13ms/step >100, 149/693, d1=0.634, d2=0.241 g=2.859 2/2 [==============================] - 0s 15ms/step >100, 150/693, d1=0.310, d2=0.309 g=3.337 2/2 [==============================] - 0s 11ms/step >100, 151/693, d1=0.388, d2=0.368 g=3.925 2/2 [==============================] - 0s 12ms/step >100, 152/693, d1=0.453, d2=0.345 g=4.047 2/2 [==============================] - 0s 14ms/step >100, 153/693, d1=0.425, d2=0.423 g=3.447 2/2 [==============================] - 0s 12ms/step >100, 154/693, d1=0.339, d2=0.270 g=3.865 2/2 [==============================] - 0s 12ms/step >100, 155/693, d1=0.378, d2=0.372 g=2.448 2/2 [==============================] - 0s 13ms/step >100, 156/693, d1=0.332, d2=0.294 g=2.914 2/2 [==============================] - 0s 14ms/step >100, 157/693, d1=0.401, d2=0.318 g=3.407 2/2 [==============================] - 0s 14ms/step >100, 158/693, d1=0.351, d2=0.269 g=4.667 2/2 [==============================] - 0s 13ms/step >100, 159/693, d1=0.502, d2=0.295 g=4.816 2/2 [==============================] - 0s 13ms/step >100, 160/693, d1=0.316, d2=0.401 g=2.534 2/2 [==============================] - 0s 13ms/step >100, 161/693, d1=0.427, d2=0.289 g=2.387 2/2 [==============================] - 0s 12ms/step >100, 162/693, d1=0.400, d2=0.371 g=3.392 2/2 [==============================] - 0s 13ms/step >100, 163/693, d1=0.385, d2=0.244 g=2.745 2/2 [==============================] - 0s 11ms/step >100, 164/693, d1=0.327, d2=0.288 g=3.611 2/2 [==============================] - 0s 13ms/step >100, 165/693, d1=0.363, d2=0.293 g=3.990 2/2 [==============================] - 0s 13ms/step >100, 166/693, d1=0.444, d2=0.405 g=4.058 2/2 [==============================] - 0s 13ms/step >100, 167/693, d1=0.336, d2=0.314 g=3.669 2/2 [==============================] - 0s 12ms/step >100, 168/693, d1=0.436, d2=0.326 g=4.382 2/2 [==============================] - 0s 14ms/step >100, 169/693, d1=0.299, d2=0.294 g=4.338 2/2 [==============================] - 0s 13ms/step >100, 170/693, d1=0.429, d2=0.243 g=4.142 2/2 [==============================] - 0s 12ms/step >100, 171/693, d1=0.311, d2=0.239 g=3.205 2/2 [==============================] - 0s 14ms/step >100, 172/693, d1=0.337, d2=0.343 g=4.129 2/2 [==============================] - 0s 12ms/step >100, 173/693, d1=0.344, d2=0.390 g=4.539 2/2 [==============================] - 0s 12ms/step >100, 174/693, d1=0.399, d2=0.297 g=4.568 2/2 [==============================] - 0s 14ms/step >100, 175/693, d1=0.434, d2=0.290 g=5.332 2/2 [==============================] - 0s 13ms/step >100, 176/693, d1=0.626, d2=0.253 g=2.483 2/2 [==============================] - 0s 13ms/step >100, 177/693, d1=0.217, d2=0.290 g=3.918 2/2 [==============================] - 0s 13ms/step >100, 178/693, d1=0.267, d2=0.354 g=3.101 2/2 [==============================] - 0s 13ms/step >100, 179/693, d1=0.564, d2=0.289 g=5.001 2/2 [==============================] - 0s 13ms/step >100, 180/693, d1=0.541, d2=0.394 g=4.049 2/2 [==============================] - 0s 17ms/step >100, 181/693, d1=0.493, d2=0.307 g=3.322 2/2 [==============================] - 0s 12ms/step >100, 182/693, d1=0.411, d2=0.288 g=3.585 2/2 [==============================] - 0s 14ms/step >100, 183/693, d1=0.269, d2=0.373 g=3.205 2/2 [==============================] - 0s 14ms/step >100, 184/693, d1=0.411, d2=0.422 g=3.340 2/2 [==============================] - 0s 14ms/step >100, 185/693, d1=0.395, d2=0.274 g=4.285 2/2 [==============================] - 0s 14ms/step >100, 186/693, d1=0.413, d2=0.263 g=3.013 2/2 [==============================] - 0s 14ms/step >100, 187/693, d1=0.560, d2=0.301 g=3.318 2/2 [==============================] - 0s 14ms/step >100, 188/693, d1=0.304, d2=0.382 g=4.167 2/2 [==============================] - 0s 14ms/step >100, 189/693, d1=0.477, d2=0.352 g=3.944 2/2 [==============================] - 0s 14ms/step >100, 190/693, d1=0.314, d2=0.472 g=3.148 2/2 [==============================] - 0s 12ms/step >100, 191/693, d1=0.369, d2=0.321 g=3.167 2/2 [==============================] - 0s 13ms/step >100, 192/693, d1=0.313, d2=0.289 g=4.394 2/2 [==============================] - 0s 15ms/step >100, 193/693, d1=0.336, d2=0.320 g=4.535 2/2 [==============================] - 0s 12ms/step >100, 194/693, d1=0.465, d2=0.179 g=3.662 2/2 [==============================] - 0s 11ms/step >100, 195/693, d1=0.467, d2=0.343 g=3.522 2/2 [==============================] - 0s 14ms/step >100, 196/693, d1=0.445, d2=0.413 g=4.965 2/2 [==============================] - 0s 13ms/step >100, 197/693, d1=0.355, d2=0.287 g=3.912 2/2 [==============================] - 0s 12ms/step >100, 198/693, d1=0.480, d2=0.355 g=3.359 2/2 [==============================] - 0s 12ms/step >100, 199/693, d1=0.361, d2=0.391 g=3.907 2/2 [==============================] - 0s 12ms/step >100, 200/693, d1=0.329, d2=0.345 g=5.416 2/2 [==============================] - 0s 12ms/step >100, 201/693, d1=0.463, d2=0.336 g=4.794 2/2 [==============================] - 0s 13ms/step >100, 202/693, d1=0.366, d2=0.307 g=2.926 2/2 [==============================] - 0s 12ms/step >100, 203/693, d1=0.281, d2=0.278 g=4.366 2/2 [==============================] - 0s 13ms/step >100, 204/693, d1=0.328, d2=0.241 g=2.909 2/2 [==============================] - 0s 11ms/step >100, 205/693, d1=0.415, d2=0.290 g=4.349 2/2 [==============================] - 0s 13ms/step >100, 206/693, d1=0.416, d2=0.267 g=3.902 2/2 [==============================] - 0s 12ms/step >100, 207/693, d1=0.381, d2=0.391 g=2.433 2/2 [==============================] - 0s 12ms/step >100, 208/693, d1=0.349, d2=0.285 g=4.290 2/2 [==============================] - 0s 13ms/step >100, 209/693, d1=0.429, d2=0.285 g=3.695 2/2 [==============================] - 0s 13ms/step >100, 210/693, d1=0.607, d2=0.331 g=4.700 2/2 [==============================] - 0s 12ms/step >100, 211/693, d1=0.502, d2=0.342 g=3.631 2/2 [==============================] - 0s 12ms/step >100, 212/693, d1=0.457, d2=0.398 g=5.211 2/2 [==============================] - 0s 13ms/step >100, 213/693, d1=0.325, d2=0.267 g=2.892 2/2 [==============================] - 0s 12ms/step >100, 214/693, d1=0.493, d2=0.269 g=3.830 2/2 [==============================] - 0s 13ms/step >100, 215/693, d1=0.302, d2=0.347 g=4.034 2/2 [==============================] - 0s 13ms/step >100, 216/693, d1=0.354, d2=0.386 g=5.110 2/2 [==============================] - 0s 14ms/step >100, 217/693, d1=0.295, d2=0.280 g=4.310 2/2 [==============================] - 0s 14ms/step >100, 218/693, d1=0.496, d2=0.252 g=3.692 2/2 [==============================] - 0s 12ms/step >100, 219/693, d1=0.467, d2=0.334 g=2.508 2/2 [==============================] - 0s 13ms/step >100, 220/693, d1=0.334, d2=0.395 g=5.820 2/2 [==============================] - 0s 12ms/step >100, 221/693, d1=0.376, d2=0.383 g=3.183 2/2 [==============================] - 0s 13ms/step >100, 222/693, d1=0.260, d2=0.251 g=5.446 2/2 [==============================] - 0s 12ms/step >100, 223/693, d1=0.399, d2=0.410 g=4.862 2/2 [==============================] - 0s 13ms/step >100, 224/693, d1=0.522, d2=0.375 g=2.286 2/2 [==============================] - 0s 13ms/step >100, 225/693, d1=0.408, d2=0.298 g=4.214 2/2 [==============================] - 0s 14ms/step >100, 226/693, d1=0.423, d2=0.256 g=4.188 2/2 [==============================] - 0s 13ms/step >100, 227/693, d1=0.292, d2=0.314 g=3.963 2/2 [==============================] - 0s 13ms/step >100, 228/693, d1=0.376, d2=0.319 g=4.664 2/2 [==============================] - 0s 12ms/step >100, 229/693, d1=0.348, d2=0.289 g=4.823 2/2 [==============================] - 0s 14ms/step >100, 230/693, d1=0.461, d2=0.367 g=2.851 2/2 [==============================] - 0s 13ms/step >100, 231/693, d1=0.351, d2=0.361 g=3.274 2/2 [==============================] - 0s 13ms/step >100, 232/693, d1=0.291, d2=0.272 g=3.391 2/2 [==============================] - 0s 20ms/step >100, 233/693, d1=0.272, d2=0.264 g=4.377 2/2 [==============================] - 0s 13ms/step >100, 234/693, d1=0.434, d2=0.314 g=2.790 2/2 [==============================] - 0s 13ms/step >100, 235/693, d1=0.473, d2=0.270 g=3.855 2/2 [==============================] - 0s 11ms/step >100, 236/693, d1=0.437, d2=0.308 g=5.445 2/2 [==============================] - 0s 14ms/step >100, 237/693, d1=0.311, d2=0.385 g=4.133 2/2 [==============================] - 0s 13ms/step >100, 238/693, d1=0.291, d2=0.259 g=4.564 2/2 [==============================] - 0s 12ms/step >100, 239/693, d1=0.335, d2=0.353 g=3.279 2/2 [==============================] - 0s 14ms/step >100, 240/693, d1=0.408, d2=0.342 g=3.283 2/2 [==============================] - 0s 13ms/step >100, 241/693, d1=0.496, d2=0.392 g=4.314 2/2 [==============================] - 0s 14ms/step >100, 242/693, d1=0.367, d2=0.244 g=2.647 2/2 [==============================] - 0s 12ms/step >100, 243/693, d1=0.486, d2=0.340 g=3.558 2/2 [==============================] - 0s 15ms/step >100, 244/693, d1=0.357, d2=0.384 g=2.858 2/2 [==============================] - 0s 13ms/step >100, 245/693, d1=0.311, d2=0.388 g=4.236 2/2 [==============================] - 0s 14ms/step >100, 246/693, d1=0.394, d2=0.330 g=4.578 2/2 [==============================] - 0s 14ms/step >100, 247/693, d1=0.513, d2=0.373 g=3.894 2/2 [==============================] - 0s 13ms/step >100, 248/693, d1=0.322, d2=0.386 g=3.119 2/2 [==============================] - 0s 13ms/step >100, 249/693, d1=0.288, d2=0.278 g=3.663 2/2 [==============================] - 0s 15ms/step >100, 250/693, d1=0.346, d2=0.213 g=4.110 2/2 [==============================] - 0s 14ms/step >100, 251/693, d1=0.519, d2=0.464 g=4.093 2/2 [==============================] - 0s 14ms/step >100, 252/693, d1=0.221, d2=0.243 g=4.022 2/2 [==============================] - 0s 14ms/step >100, 253/693, d1=0.362, d2=0.231 g=4.367 2/2 [==============================] - 0s 14ms/step >100, 254/693, d1=0.368, d2=0.269 g=5.007 2/2 [==============================] - 0s 14ms/step >100, 255/693, d1=0.502, d2=0.375 g=3.544 2/2 [==============================] - 0s 12ms/step >100, 256/693, d1=0.324, d2=0.393 g=4.357 2/2 [==============================] - 0s 12ms/step >100, 257/693, d1=0.382, d2=0.338 g=2.864 2/2 [==============================] - 0s 14ms/step >100, 258/693, d1=0.366, d2=0.357 g=5.677 2/2 [==============================] - 0s 13ms/step >100, 259/693, d1=0.367, d2=0.287 g=4.768 2/2 [==============================] - 0s 14ms/step >100, 260/693, d1=0.425, d2=0.196 g=5.935 2/2 [==============================] - 0s 13ms/step >100, 261/693, d1=0.236, d2=0.340 g=3.152 2/2 [==============================] - 0s 13ms/step >100, 262/693, d1=0.304, d2=0.318 g=5.830 2/2 [==============================] - 0s 12ms/step >100, 263/693, d1=0.369, d2=0.300 g=3.721 2/2 [==============================] - 0s 12ms/step >100, 264/693, d1=0.548, d2=0.288 g=3.082 2/2 [==============================] - 0s 15ms/step >100, 265/693, d1=0.299, d2=0.400 g=4.630 2/2 [==============================] - 0s 13ms/step >100, 266/693, d1=0.398, d2=0.280 g=4.956 2/2 [==============================] - 0s 14ms/step >100, 267/693, d1=0.309, d2=0.247 g=5.838 2/2 [==============================] - 0s 12ms/step >100, 268/693, d1=0.339, d2=0.352 g=2.229 2/2 [==============================] - 0s 12ms/step >100, 269/693, d1=0.346, d2=0.210 g=2.537 2/2 [==============================] - 0s 14ms/step >100, 270/693, d1=0.548, d2=0.521 g=4.364 2/2 [==============================] - 0s 12ms/step >100, 271/693, d1=0.455, d2=0.253 g=4.004 2/2 [==============================] - 0s 14ms/step >100, 272/693, d1=0.379, d2=0.290 g=4.453 2/2 [==============================] - 0s 13ms/step >100, 273/693, d1=0.447, d2=0.323 g=4.432 2/2 [==============================] - 0s 13ms/step >100, 274/693, d1=0.383, d2=0.294 g=4.076 2/2 [==============================] - 0s 14ms/step >100, 275/693, d1=0.322, d2=0.432 g=3.106 2/2 [==============================] - 0s 14ms/step >100, 276/693, d1=0.415, d2=0.380 g=2.215 2/2 [==============================] - 0s 11ms/step >100, 277/693, d1=0.702, d2=0.330 g=2.648 2/2 [==============================] - 0s 14ms/step >100, 278/693, d1=0.608, d2=0.291 g=4.507 2/2 [==============================] - 0s 13ms/step >100, 279/693, d1=0.327, d2=0.406 g=4.580 2/2 [==============================] - 0s 11ms/step >100, 280/693, d1=0.409, d2=0.408 g=5.992 2/2 [==============================] - 0s 12ms/step >100, 281/693, d1=0.360, d2=0.334 g=5.398 2/2 [==============================] - 0s 12ms/step >100, 282/693, d1=0.387, d2=0.356 g=3.850 2/2 [==============================] - 0s 13ms/step >100, 283/693, d1=0.505, d2=0.284 g=3.416 2/2 [==============================] - 0s 13ms/step >100, 284/693, d1=0.402, d2=0.263 g=5.252 2/2 [==============================] - 0s 12ms/step >100, 285/693, d1=0.313, d2=0.345 g=4.837 2/2 [==============================] - 0s 13ms/step >100, 286/693, d1=0.330, d2=0.351 g=3.355 2/2 [==============================] - 0s 13ms/step >100, 287/693, d1=0.429, d2=0.255 g=2.678 2/2 [==============================] - 0s 14ms/step >100, 288/693, d1=0.483, d2=0.318 g=5.216 2/2 [==============================] - 0s 14ms/step >100, 289/693, d1=0.476, d2=0.280 g=3.523 2/2 [==============================] - 0s 13ms/step >100, 290/693, d1=0.412, d2=0.415 g=2.931 2/2 [==============================] - 0s 12ms/step >100, 291/693, d1=0.365, d2=0.372 g=5.451 2/2 [==============================] - 0s 13ms/step >100, 292/693, d1=0.267, d2=0.294 g=5.753 2/2 [==============================] - 0s 12ms/step >100, 293/693, d1=0.484, d2=0.310 g=4.540 2/2 [==============================] - 0s 13ms/step >100, 294/693, d1=0.356, d2=0.417 g=2.823 2/2 [==============================] - 0s 13ms/step >100, 295/693, d1=0.504, d2=0.273 g=3.769 2/2 [==============================] - 0s 13ms/step >100, 296/693, d1=0.438, d2=0.400 g=4.011 2/2 [==============================] - 0s 13ms/step >100, 297/693, d1=0.300, d2=0.255 g=3.603 2/2 [==============================] - 0s 12ms/step >100, 298/693, d1=0.253, d2=0.212 g=4.074 2/2 [==============================] - 0s 13ms/step >100, 299/693, d1=0.335, d2=0.207 g=3.937 2/2 [==============================] - 0s 13ms/step >100, 300/693, d1=0.396, d2=0.375 g=2.323 2/2 [==============================] - 0s 14ms/step >100, 301/693, d1=0.342, d2=0.322 g=4.106 2/2 [==============================] - 0s 14ms/step >100, 302/693, d1=0.336, d2=0.378 g=2.215 2/2 [==============================] - 0s 14ms/step >100, 303/693, d1=0.393, d2=0.238 g=4.120 2/2 [==============================] - 0s 13ms/step >100, 304/693, d1=0.375, d2=0.271 g=2.924 2/2 [==============================] - 0s 12ms/step >100, 305/693, d1=0.355, d2=0.398 g=4.221 2/2 [==============================] - 0s 12ms/step >100, 306/693, d1=0.348, d2=0.287 g=5.923 2/2 [==============================] - 0s 13ms/step >100, 307/693, d1=0.448, d2=0.344 g=4.958 2/2 [==============================] - 0s 14ms/step >100, 308/693, d1=0.450, d2=0.292 g=3.249 2/2 [==============================] - 0s 14ms/step >100, 309/693, d1=0.581, d2=0.429 g=4.052 2/2 [==============================] - 0s 13ms/step >100, 310/693, d1=0.375, d2=0.416 g=3.352 2/2 [==============================] - 0s 13ms/step >100, 311/693, d1=0.548, d2=0.395 g=5.577 2/2 [==============================] - 0s 13ms/step >100, 312/693, d1=0.470, d2=0.285 g=3.031 2/2 [==============================] - 0s 12ms/step >100, 313/693, d1=0.176, d2=0.267 g=3.966 2/2 [==============================] - 0s 14ms/step >100, 314/693, d1=0.411, d2=0.493 g=4.553 2/2 [==============================] - 0s 15ms/step >100, 315/693, d1=0.438, d2=0.278 g=4.307 2/2 [==============================] - 0s 11ms/step >100, 316/693, d1=0.409, d2=0.352 g=2.717 2/2 [==============================] - 0s 13ms/step >100, 317/693, d1=0.291, d2=0.241 g=3.554 2/2 [==============================] - 0s 12ms/step >100, 318/693, d1=0.253, d2=0.367 g=2.533 2/2 [==============================] - 0s 13ms/step >100, 319/693, d1=0.376, d2=0.436 g=4.767 2/2 [==============================] - 0s 13ms/step >100, 320/693, d1=0.440, d2=0.355 g=3.334 2/2 [==============================] - 0s 13ms/step >100, 321/693, d1=0.371, d2=0.307 g=4.449 2/2 [==============================] - 0s 13ms/step >100, 322/693, d1=0.378, d2=0.297 g=3.770 2/2 [==============================] - 0s 13ms/step >100, 323/693, d1=0.461, d2=0.429 g=3.975 2/2 [==============================] - 0s 12ms/step >100, 324/693, d1=0.312, d2=0.279 g=3.416 2/2 [==============================] - 0s 12ms/step >100, 325/693, d1=0.587, d2=0.233 g=4.373 2/2 [==============================] - 0s 14ms/step >100, 326/693, d1=0.581, d2=0.319 g=2.368 2/2 [==============================] - 0s 13ms/step >100, 327/693, d1=0.304, d2=0.393 g=3.996 2/2 [==============================] - 0s 15ms/step >100, 328/693, d1=0.324, d2=0.216 g=3.021 2/2 [==============================] - 0s 15ms/step >100, 329/693, d1=0.409, d2=0.261 g=3.486 2/2 [==============================] - 0s 13ms/step >100, 330/693, d1=0.308, d2=0.292 g=3.042 2/2 [==============================] - 0s 14ms/step >100, 331/693, d1=0.356, d2=0.277 g=4.044 2/2 [==============================] - 0s 12ms/step >100, 332/693, d1=0.256, d2=0.392 g=4.217 2/2 [==============================] - 0s 13ms/step >100, 333/693, d1=0.454, d2=0.310 g=5.798 2/2 [==============================] - 0s 13ms/step >100, 334/693, d1=0.375, d2=0.314 g=2.577 2/2 [==============================] - 0s 13ms/step >100, 335/693, d1=0.527, d2=0.287 g=2.964 2/2 [==============================] - 0s 14ms/step >100, 336/693, d1=0.283, d2=0.347 g=4.775 2/2 [==============================] - 0s 13ms/step >100, 337/693, d1=0.394, d2=0.221 g=3.340 2/2 [==============================] - 0s 14ms/step >100, 338/693, d1=0.382, d2=0.274 g=5.028 2/2 [==============================] - 0s 14ms/step >100, 339/693, d1=0.440, d2=0.261 g=2.694 2/2 [==============================] - 0s 13ms/step >100, 340/693, d1=0.328, d2=0.369 g=2.293 2/2 [==============================] - 0s 17ms/step >100, 341/693, d1=0.418, d2=0.332 g=4.297 2/2 [==============================] - 0s 13ms/step >100, 342/693, d1=0.336, d2=0.284 g=5.028 2/2 [==============================] - 0s 13ms/step >100, 343/693, d1=0.306, d2=0.345 g=2.530 2/2 [==============================] - 0s 13ms/step >100, 344/693, d1=0.383, d2=0.273 g=3.348 2/2 [==============================] - 0s 13ms/step >100, 345/693, d1=0.455, d2=0.291 g=4.158 2/2 [==============================] - 0s 12ms/step >100, 346/693, d1=0.353, d2=0.297 g=3.657 2/2 [==============================] - 0s 12ms/step >100, 347/693, d1=0.319, d2=0.332 g=2.771 2/2 [==============================] - 0s 13ms/step >100, 348/693, d1=0.369, d2=0.377 g=3.708 2/2 [==============================] - 0s 12ms/step >100, 349/693, d1=0.350, d2=0.217 g=4.618 2/2 [==============================] - 0s 14ms/step >100, 350/693, d1=0.356, d2=0.303 g=3.928 2/2 [==============================] - 0s 14ms/step >100, 351/693, d1=0.373, d2=0.241 g=2.990 2/2 [==============================] - 0s 13ms/step >100, 352/693, d1=0.280, d2=0.303 g=4.786 2/2 [==============================] - 0s 14ms/step >100, 353/693, d1=0.456, d2=0.328 g=2.829 2/2 [==============================] - 0s 14ms/step >100, 354/693, d1=0.333, d2=0.378 g=3.993 2/2 [==============================] - 0s 13ms/step >100, 355/693, d1=0.447, d2=0.245 g=4.481 2/2 [==============================] - 0s 13ms/step >100, 356/693, d1=0.381, d2=0.252 g=4.876 2/2 [==============================] - 0s 13ms/step >100, 357/693, d1=0.272, d2=0.305 g=4.017 2/2 [==============================] - 0s 13ms/step >100, 358/693, d1=0.248, d2=0.203 g=5.307 2/2 [==============================] - 0s 12ms/step >100, 359/693, d1=0.561, d2=0.299 g=3.170 2/2 [==============================] - 0s 11ms/step >100, 360/693, d1=0.572, d2=0.453 g=4.820 2/2 [==============================] - 0s 12ms/step >100, 361/693, d1=0.324, d2=0.322 g=3.735 2/2 [==============================] - 0s 14ms/step >100, 362/693, d1=0.252, d2=0.213 g=3.351 2/2 [==============================] - 0s 12ms/step >100, 363/693, d1=0.440, d2=0.363 g=5.128 2/2 [==============================] - 0s 13ms/step >100, 364/693, d1=0.307, d2=0.282 g=3.757 2/2 [==============================] - 0s 13ms/step >100, 365/693, d1=0.443, d2=0.320 g=5.649 2/2 [==============================] - 0s 13ms/step >100, 366/693, d1=0.347, d2=0.444 g=3.653 2/2 [==============================] - 0s 13ms/step >100, 367/693, d1=0.385, d2=0.263 g=3.031 2/2 [==============================] - 0s 13ms/step >100, 368/693, d1=0.375, d2=0.340 g=6.661 2/2 [==============================] - 0s 13ms/step >100, 369/693, d1=0.505, d2=0.302 g=5.441 2/2 [==============================] - 0s 13ms/step >100, 370/693, d1=0.282, d2=0.239 g=6.482 2/2 [==============================] - 0s 13ms/step >100, 371/693, d1=0.419, d2=0.290 g=3.806 2/2 [==============================] - 0s 12ms/step >100, 372/693, d1=0.510, d2=0.286 g=6.612 2/2 [==============================] - 0s 14ms/step >100, 373/693, d1=0.289, d2=0.376 g=5.743 2/2 [==============================] - 0s 15ms/step >100, 374/693, d1=0.285, d2=0.348 g=5.964 2/2 [==============================] - 0s 12ms/step >100, 375/693, d1=0.370, d2=0.260 g=3.925 2/2 [==============================] - 0s 13ms/step >100, 376/693, d1=0.567, d2=0.315 g=2.749 2/2 [==============================] - 0s 17ms/step >100, 377/693, d1=0.330, d2=0.345 g=4.759 2/2 [==============================] - 0s 14ms/step >100, 378/693, d1=0.460, d2=0.306 g=4.570 2/2 [==============================] - 0s 14ms/step >100, 379/693, d1=0.137, d2=0.310 g=5.378 2/2 [==============================] - 0s 13ms/step >100, 380/693, d1=0.496, d2=0.312 g=2.804 2/2 [==============================] - 0s 13ms/step >100, 381/693, d1=0.389, d2=0.287 g=3.632 2/2 [==============================] - 0s 13ms/step >100, 382/693, d1=0.276, d2=0.264 g=4.147 2/2 [==============================] - 0s 13ms/step >100, 383/693, d1=0.431, d2=0.311 g=4.768 2/2 [==============================] - 0s 13ms/step >100, 384/693, d1=0.504, d2=0.285 g=3.582 2/2 [==============================] - 0s 12ms/step >100, 385/693, d1=0.411, d2=0.363 g=3.803 2/2 [==============================] - 0s 13ms/step >100, 386/693, d1=0.425, d2=0.299 g=3.979 2/2 [==============================] - 0s 15ms/step >100, 387/693, d1=0.283, d2=0.321 g=5.693 2/2 [==============================] - 0s 13ms/step >100, 388/693, d1=0.493, d2=0.409 g=3.895 2/2 [==============================] - 0s 13ms/step >100, 389/693, d1=0.471, d2=0.311 g=3.492 2/2 [==============================] - 0s 18ms/step >100, 390/693, d1=0.366, d2=0.289 g=2.906 2/2 [==============================] - 0s 13ms/step >100, 391/693, d1=0.409, d2=0.307 g=4.787 2/2 [==============================] - 0s 14ms/step >100, 392/693, d1=0.312, d2=0.267 g=4.202 2/2 [==============================] - 0s 12ms/step >100, 393/693, d1=0.425, d2=0.379 g=2.737 2/2 [==============================] - 0s 13ms/step >100, 394/693, d1=0.521, d2=0.328 g=5.031 2/2 [==============================] - 0s 13ms/step >100, 395/693, d1=0.284, d2=0.314 g=2.840 2/2 [==============================] - 0s 13ms/step >100, 396/693, d1=0.614, d2=0.378 g=4.507 2/2 [==============================] - 0s 12ms/step >100, 397/693, d1=0.432, d2=0.336 g=4.725 2/2 [==============================] - 0s 13ms/step >100, 398/693, d1=0.349, d2=0.227 g=4.613 2/2 [==============================] - 0s 13ms/step >100, 399/693, d1=0.433, d2=0.373 g=3.701 2/2 [==============================] - 0s 11ms/step >100, 400/693, d1=0.355, d2=0.331 g=3.909 2/2 [==============================] - 0s 14ms/step >100, 401/693, d1=0.368, d2=0.228 g=2.498 2/2 [==============================] - 0s 15ms/step >100, 402/693, d1=0.372, d2=0.334 g=4.484 2/2 [==============================] - 0s 14ms/step >100, 403/693, d1=0.256, d2=0.300 g=3.447 2/2 [==============================] - 0s 13ms/step >100, 404/693, d1=0.579, d2=0.272 g=4.539 2/2 [==============================] - 0s 13ms/step >100, 405/693, d1=0.347, d2=0.421 g=2.794 2/2 [==============================] - 0s 13ms/step >100, 406/693, d1=0.333, d2=0.281 g=3.374 2/2 [==============================] - 0s 15ms/step >100, 407/693, d1=0.506, d2=0.277 g=4.189 2/2 [==============================] - 0s 13ms/step >100, 408/693, d1=0.195, d2=0.291 g=5.585 2/2 [==============================] - 0s 13ms/step >100, 409/693, d1=0.346, d2=0.355 g=3.684 2/2 [==============================] - 0s 12ms/step >100, 410/693, d1=0.551, d2=0.289 g=3.218 2/2 [==============================] - 0s 15ms/step >100, 411/693, d1=0.346, d2=0.424 g=3.733 2/2 [==============================] - 0s 13ms/step >100, 412/693, d1=0.299, d2=0.219 g=5.649 2/2 [==============================] - 0s 11ms/step >100, 413/693, d1=0.535, d2=0.294 g=6.342 2/2 [==============================] - 0s 13ms/step >100, 414/693, d1=0.394, d2=0.279 g=3.563 2/2 [==============================] - 0s 10ms/step >100, 415/693, d1=0.434, d2=0.400 g=5.271 2/2 [==============================] - 0s 14ms/step >100, 416/693, d1=0.477, d2=0.317 g=4.627 2/2 [==============================] - 0s 13ms/step >100, 417/693, d1=0.375, d2=0.366 g=2.947 2/2 [==============================] - 0s 14ms/step >100, 418/693, d1=0.413, d2=0.224 g=2.924 2/2 [==============================] - 0s 13ms/step >100, 419/693, d1=0.363, d2=0.331 g=3.656 2/2 [==============================] - 0s 15ms/step >100, 420/693, d1=0.323, d2=0.326 g=5.355 2/2 [==============================] - 0s 13ms/step >100, 421/693, d1=0.328, d2=0.416 g=2.955 2/2 [==============================] - 0s 13ms/step >100, 422/693, d1=0.559, d2=0.224 g=2.335 2/2 [==============================] - 0s 13ms/step >100, 423/693, d1=0.395, d2=0.263 g=4.417 2/2 [==============================] - 0s 15ms/step >100, 424/693, d1=0.311, d2=0.391 g=3.860 2/2 [==============================] - 0s 15ms/step >100, 425/693, d1=0.590, d2=0.315 g=4.768 2/2 [==============================] - 0s 11ms/step >100, 426/693, d1=0.408, d2=0.401 g=3.212 2/2 [==============================] - 0s 11ms/step >100, 427/693, d1=0.372, d2=0.327 g=2.562 2/2 [==============================] - 0s 14ms/step >100, 428/693, d1=0.376, d2=0.254 g=3.441 2/2 [==============================] - 0s 13ms/step >100, 429/693, d1=0.365, d2=0.247 g=3.625 2/2 [==============================] - 0s 13ms/step >100, 430/693, d1=0.413, d2=0.367 g=4.507 2/2 [==============================] - 0s 14ms/step >100, 431/693, d1=0.324, d2=0.303 g=3.055 2/2 [==============================] - 0s 13ms/step >100, 432/693, d1=0.438, d2=0.334 g=2.620 2/2 [==============================] - 0s 15ms/step >100, 433/693, d1=0.373, d2=0.327 g=3.198 2/2 [==============================] - 0s 13ms/step >100, 434/693, d1=0.455, d2=0.300 g=3.425 2/2 [==============================] - 0s 12ms/step >100, 435/693, d1=0.334, d2=0.301 g=4.861 2/2 [==============================] - 0s 12ms/step >100, 436/693, d1=0.421, d2=0.400 g=2.953 2/2 [==============================] - 0s 13ms/step >100, 437/693, d1=0.341, d2=0.276 g=3.142 2/2 [==============================] - 0s 13ms/step >100, 438/693, d1=0.373, d2=0.383 g=4.901 2/2 [==============================] - 0s 13ms/step >100, 439/693, d1=0.343, d2=0.297 g=3.427 2/2 [==============================] - 0s 12ms/step >100, 440/693, d1=0.411, d2=0.239 g=3.622 2/2 [==============================] - 0s 13ms/step >100, 441/693, d1=0.416, d2=0.304 g=3.945 2/2 [==============================] - 0s 12ms/step >100, 442/693, d1=0.375, d2=0.343 g=3.208 2/2 [==============================] - 0s 13ms/step >100, 443/693, d1=0.452, d2=0.309 g=3.524 2/2 [==============================] - 0s 12ms/step >100, 444/693, d1=0.349, d2=0.257 g=3.812 2/2 [==============================] - 0s 12ms/step >100, 445/693, d1=0.330, d2=0.390 g=3.891 2/2 [==============================] - 0s 13ms/step >100, 446/693, d1=0.299, d2=0.312 g=2.836 2/2 [==============================] - 0s 15ms/step >100, 447/693, d1=0.462, d2=0.261 g=2.737 2/2 [==============================] - 0s 13ms/step >100, 448/693, d1=0.420, d2=0.360 g=3.088 2/2 [==============================] - 0s 14ms/step >100, 449/693, d1=0.337, d2=0.363 g=3.595 2/2 [==============================] - 0s 15ms/step >100, 450/693, d1=0.526, d2=0.233 g=3.648 2/2 [==============================] - 0s 13ms/step >100, 451/693, d1=0.374, d2=0.312 g=4.939 2/2 [==============================] - 0s 14ms/step >100, 452/693, d1=0.420, d2=0.305 g=3.949 2/2 [==============================] - 0s 12ms/step >100, 453/693, d1=0.327, d2=0.291 g=4.297 2/2 [==============================] - 0s 15ms/step >100, 454/693, d1=0.452, d2=0.334 g=4.879 2/2 [==============================] - 0s 13ms/step >100, 455/693, d1=0.389, d2=0.292 g=3.120 2/2 [==============================] - 0s 14ms/step >100, 456/693, d1=0.264, d2=0.302 g=5.223 2/2 [==============================] - 0s 13ms/step >100, 457/693, d1=0.520, d2=0.267 g=4.989 2/2 [==============================] - 0s 14ms/step >100, 458/693, d1=0.413, d2=0.325 g=3.386 2/2 [==============================] - 0s 12ms/step >100, 459/693, d1=0.482, d2=0.506 g=2.875 2/2 [==============================] - 0s 12ms/step >100, 460/693, d1=0.438, d2=0.363 g=3.485 2/2 [==============================] - 0s 14ms/step >100, 461/693, d1=0.295, d2=0.302 g=3.165 2/2 [==============================] - 0s 12ms/step >100, 462/693, d1=0.423, d2=0.340 g=6.410 2/2 [==============================] - 0s 12ms/step >100, 463/693, d1=0.485, d2=0.244 g=3.143 2/2 [==============================] - 0s 13ms/step >100, 464/693, d1=0.366, d2=0.349 g=4.421 2/2 [==============================] - 0s 14ms/step >100, 465/693, d1=0.431, d2=0.326 g=5.220 2/2 [==============================] - 0s 13ms/step >100, 466/693, d1=0.496, d2=0.330 g=3.087 2/2 [==============================] - 0s 14ms/step >100, 467/693, d1=0.429, d2=0.373 g=5.730 2/2 [==============================] - 0s 14ms/step >100, 468/693, d1=0.287, d2=0.307 g=3.172 2/2 [==============================] - 0s 13ms/step >100, 469/693, d1=0.408, d2=0.380 g=3.037 2/2 [==============================] - 0s 12ms/step >100, 470/693, d1=0.461, d2=0.322 g=2.766 2/2 [==============================] - 0s 14ms/step >100, 471/693, d1=0.386, d2=0.270 g=3.577 2/2 [==============================] - 0s 12ms/step >100, 472/693, d1=0.328, d2=0.291 g=5.293 2/2 [==============================] - 0s 13ms/step >100, 473/693, d1=0.348, d2=0.323 g=3.412 2/2 [==============================] - 0s 13ms/step >100, 474/693, d1=0.420, d2=0.396 g=3.237 2/2 [==============================] - 0s 13ms/step >100, 475/693, d1=0.327, d2=0.366 g=3.939 2/2 [==============================] - 0s 13ms/step >100, 476/693, d1=0.286, d2=0.315 g=2.462 2/2 [==============================] - 0s 13ms/step >100, 477/693, d1=0.381, d2=0.226 g=4.144 2/2 [==============================] - 0s 13ms/step >100, 478/693, d1=0.363, d2=0.350 g=3.200 2/2 [==============================] - 0s 13ms/step >100, 479/693, d1=0.590, d2=0.308 g=4.079 2/2 [==============================] - 0s 13ms/step >100, 480/693, d1=0.422, d2=0.293 g=3.510 2/2 [==============================] - 0s 12ms/step >100, 481/693, d1=0.493, d2=0.332 g=2.607 2/2 [==============================] - 0s 14ms/step >100, 482/693, d1=0.413, d2=0.437 g=2.003 2/2 [==============================] - 0s 13ms/step >100, 483/693, d1=0.320, d2=0.317 g=2.707 2/2 [==============================] - 0s 14ms/step >100, 484/693, d1=0.475, d2=0.292 g=4.870 2/2 [==============================] - 0s 14ms/step >100, 485/693, d1=0.308, d2=0.417 g=4.786 2/2 [==============================] - 0s 14ms/step >100, 486/693, d1=0.515, d2=0.285 g=3.950 2/2 [==============================] - 0s 13ms/step >100, 487/693, d1=0.414, d2=0.289 g=2.405 2/2 [==============================] - 0s 12ms/step >100, 488/693, d1=0.224, d2=0.314 g=4.049 2/2 [==============================] - 0s 13ms/step >100, 489/693, d1=0.277, d2=0.267 g=3.562 2/2 [==============================] - 0s 12ms/step >100, 490/693, d1=0.488, d2=0.357 g=3.097 2/2 [==============================] - 0s 12ms/step >100, 491/693, d1=0.542, d2=0.319 g=4.169 2/2 [==============================] - 0s 14ms/step >100, 492/693, d1=0.253, d2=0.405 g=4.108 2/2 [==============================] - 0s 12ms/step >100, 493/693, d1=0.323, d2=0.329 g=4.075 2/2 [==============================] - 0s 13ms/step >100, 494/693, d1=0.424, d2=0.225 g=3.378 2/2 [==============================] - 0s 12ms/step >100, 495/693, d1=0.326, d2=0.226 g=4.704 2/2 [==============================] - 0s 13ms/step >100, 496/693, d1=0.301, d2=0.317 g=2.430 2/2 [==============================] - 0s 14ms/step >100, 497/693, d1=0.375, d2=0.252 g=3.877 2/2 [==============================] - 0s 13ms/step >100, 498/693, d1=0.364, d2=0.351 g=3.780 2/2 [==============================] - 0s 12ms/step >100, 499/693, d1=0.378, d2=0.248 g=3.439 2/2 [==============================] - 0s 13ms/step >100, 500/693, d1=0.342, d2=0.399 g=5.663 2/2 [==============================] - 0s 16ms/step >100, 501/693, d1=0.397, d2=0.240 g=3.759 2/2 [==============================] - 0s 14ms/step >100, 502/693, d1=0.382, d2=0.432 g=4.328 2/2 [==============================] - 0s 13ms/step >100, 503/693, d1=0.478, d2=0.290 g=3.341 2/2 [==============================] - 0s 13ms/step >100, 504/693, d1=0.208, d2=0.420 g=3.477 2/2 [==============================] - 0s 14ms/step >100, 505/693, d1=0.394, d2=0.234 g=3.454 2/2 [==============================] - 0s 13ms/step >100, 506/693, d1=0.453, d2=0.338 g=5.330 2/2 [==============================] - 0s 12ms/step >100, 507/693, d1=0.445, d2=0.283 g=4.503 2/2 [==============================] - 0s 14ms/step >100, 508/693, d1=0.283, d2=0.316 g=3.617 2/2 [==============================] - 0s 13ms/step >100, 509/693, d1=0.341, d2=0.329 g=1.939 2/2 [==============================] - 0s 13ms/step >100, 510/693, d1=0.315, d2=0.371 g=2.780 2/2 [==============================] - 0s 13ms/step >100, 511/693, d1=0.605, d2=0.257 g=4.159 2/2 [==============================] - 0s 12ms/step >100, 512/693, d1=0.426, d2=0.310 g=5.104 2/2 [==============================] - 0s 14ms/step >100, 513/693, d1=0.470, d2=0.372 g=4.551 2/2 [==============================] - 0s 13ms/step >100, 514/693, d1=0.224, d2=0.204 g=5.164 2/2 [==============================] - 0s 13ms/step >100, 515/693, d1=0.231, d2=0.392 g=3.137 2/2 [==============================] - 0s 13ms/step >100, 516/693, d1=0.360, d2=0.306 g=2.993 2/2 [==============================] - 0s 13ms/step >100, 517/693, d1=0.386, d2=0.240 g=4.744 2/2 [==============================] - 0s 14ms/step >100, 518/693, d1=0.443, d2=0.374 g=4.379 2/2 [==============================] - 0s 12ms/step >100, 519/693, d1=0.404, d2=0.379 g=2.892 2/2 [==============================] - 0s 12ms/step >100, 520/693, d1=0.347, d2=0.390 g=4.348 2/2 [==============================] - 0s 13ms/step >100, 521/693, d1=0.410, d2=0.349 g=2.772 2/2 [==============================] - 0s 12ms/step >100, 522/693, d1=0.315, d2=0.278 g=2.496 2/2 [==============================] - 0s 13ms/step >100, 523/693, d1=0.278, d2=0.311 g=2.975 2/2 [==============================] - 0s 14ms/step >100, 524/693, d1=0.357, d2=0.350 g=4.309 2/2 [==============================] - 0s 14ms/step >100, 525/693, d1=0.360, d2=0.291 g=5.781 2/2 [==============================] - 0s 14ms/step >100, 526/693, d1=0.489, d2=0.364 g=4.678 2/2 [==============================] - 0s 13ms/step >100, 527/693, d1=0.462, d2=0.256 g=4.791 2/2 [==============================] - 0s 13ms/step >100, 528/693, d1=0.275, d2=0.317 g=3.596 2/2 [==============================] - 0s 14ms/step >100, 529/693, d1=0.282, d2=0.335 g=6.547 2/2 [==============================] - 0s 13ms/step >100, 530/693, d1=0.525, d2=0.333 g=3.948 2/2 [==============================] - 0s 14ms/step >100, 531/693, d1=0.414, d2=0.242 g=5.904 2/2 [==============================] - 0s 13ms/step >100, 532/693, d1=0.525, d2=0.334 g=3.646 2/2 [==============================] - 0s 13ms/step >100, 533/693, d1=0.359, d2=0.326 g=4.087 2/2 [==============================] - 0s 13ms/step >100, 534/693, d1=0.302, d2=0.341 g=4.316 2/2 [==============================] - 0s 13ms/step >100, 535/693, d1=0.454, d2=0.314 g=3.500 2/2 [==============================] - 0s 13ms/step >100, 536/693, d1=0.501, d2=0.319 g=5.185 2/2 [==============================] - 0s 13ms/step >100, 537/693, d1=0.384, d2=0.368 g=4.106 2/2 [==============================] - 0s 13ms/step >100, 538/693, d1=0.409, d2=0.293 g=4.601 2/2 [==============================] - 0s 14ms/step >100, 539/693, d1=0.491, d2=0.359 g=4.420 2/2 [==============================] - 0s 12ms/step >100, 540/693, d1=0.571, d2=0.286 g=2.758 2/2 [==============================] - 0s 12ms/step >100, 541/693, d1=0.396, d2=0.293 g=3.732 2/2 [==============================] - 0s 12ms/step >100, 542/693, d1=0.345, d2=0.376 g=3.617 2/2 [==============================] - 0s 13ms/step >100, 543/693, d1=0.319, d2=0.268 g=4.432 2/2 [==============================] - 0s 14ms/step >100, 544/693, d1=0.331, d2=0.328 g=4.941 2/2 [==============================] - 0s 12ms/step >100, 545/693, d1=0.450, d2=0.286 g=5.910 2/2 [==============================] - 0s 13ms/step >100, 546/693, d1=0.406, d2=0.314 g=2.869 2/2 [==============================] - 0s 13ms/step >100, 547/693, d1=0.425, d2=0.284 g=3.772 2/2 [==============================] - 0s 14ms/step >100, 548/693, d1=0.317, d2=0.330 g=3.995 2/2 [==============================] - 0s 13ms/step >100, 549/693, d1=0.401, d2=0.385 g=3.284 2/2 [==============================] - 0s 12ms/step >100, 550/693, d1=0.385, d2=0.246 g=4.751 2/2 [==============================] - 0s 13ms/step >100, 551/693, d1=0.316, d2=0.278 g=2.893 2/2 [==============================] - 0s 12ms/step >100, 552/693, d1=0.368, d2=0.310 g=5.309 2/2 [==============================] - 0s 11ms/step >100, 553/693, d1=0.364, d2=0.335 g=4.143 2/2 [==============================] - 0s 11ms/step >100, 554/693, d1=0.275, d2=0.315 g=3.822 2/2 [==============================] - 0s 13ms/step >100, 555/693, d1=0.494, d2=0.243 g=3.888 2/2 [==============================] - 0s 14ms/step >100, 556/693, d1=0.495, d2=0.386 g=4.258 2/2 [==============================] - 0s 12ms/step >100, 557/693, d1=0.394, d2=0.282 g=3.391 2/2 [==============================] - 0s 13ms/step >100, 558/693, d1=0.283, d2=0.385 g=4.760 2/2 [==============================] - 0s 13ms/step >100, 559/693, d1=0.598, d2=0.295 g=3.880 2/2 [==============================] - 0s 12ms/step >100, 560/693, d1=0.455, d2=0.339 g=4.486 2/2 [==============================] - 0s 13ms/step >100, 561/693, d1=0.328, d2=0.319 g=4.935 2/2 [==============================] - 0s 12ms/step >100, 562/693, d1=0.326, d2=0.268 g=4.768 2/2 [==============================] - 0s 12ms/step >100, 563/693, d1=0.331, d2=0.252 g=4.311 2/2 [==============================] - 0s 15ms/step >100, 564/693, d1=0.426, d2=0.423 g=4.522 2/2 [==============================] - 0s 13ms/step >100, 565/693, d1=0.446, d2=0.351 g=5.315 2/2 [==============================] - 0s 12ms/step >100, 566/693, d1=0.405, d2=0.364 g=3.797 2/2 [==============================] - 0s 14ms/step >100, 567/693, d1=0.375, d2=0.293 g=4.528 2/2 [==============================] - 0s 13ms/step >100, 568/693, d1=0.408, d2=0.318 g=3.098 2/2 [==============================] - 0s 13ms/step >100, 569/693, d1=0.328, d2=0.335 g=5.770 2/2 [==============================] - 0s 11ms/step >100, 570/693, d1=0.387, d2=0.304 g=4.859 2/2 [==============================] - 0s 14ms/step >100, 571/693, d1=0.436, d2=0.387 g=3.861 2/2 [==============================] - 0s 11ms/step >100, 572/693, d1=0.401, d2=0.301 g=3.662 2/2 [==============================] - 0s 13ms/step >100, 573/693, d1=0.374, d2=0.284 g=4.556 2/2 [==============================] - 0s 15ms/step >100, 574/693, d1=0.455, d2=0.345 g=4.233 2/2 [==============================] - 0s 13ms/step >100, 575/693, d1=0.488, d2=0.397 g=4.906 2/2 [==============================] - 0s 11ms/step >100, 576/693, d1=0.370, d2=0.404 g=4.513 2/2 [==============================] - 0s 13ms/step >100, 577/693, d1=0.496, d2=0.284 g=4.477 2/2 [==============================] - 0s 13ms/step >100, 578/693, d1=0.426, d2=0.260 g=4.920 2/2 [==============================] - 0s 13ms/step >100, 579/693, d1=0.398, d2=0.405 g=4.631 2/2 [==============================] - 0s 13ms/step >100, 580/693, d1=0.520, d2=0.351 g=3.158 2/2 [==============================] - 0s 13ms/step >100, 581/693, d1=0.380, d2=0.315 g=3.936 2/2 [==============================] - 0s 12ms/step >100, 582/693, d1=0.378, d2=0.345 g=4.625 2/2 [==============================] - 0s 12ms/step >100, 583/693, d1=0.336, d2=0.366 g=3.106 2/2 [==============================] - 0s 14ms/step >100, 584/693, d1=0.260, d2=0.304 g=3.765 2/2 [==============================] - 0s 14ms/step >100, 585/693, d1=0.323, d2=0.380 g=2.082 2/2 [==============================] - 0s 14ms/step >100, 586/693, d1=0.351, d2=0.280 g=3.307 2/2 [==============================] - 0s 14ms/step >100, 587/693, d1=0.486, d2=0.327 g=2.879 2/2 [==============================] - 0s 13ms/step >100, 588/693, d1=0.432, d2=0.389 g=2.958 2/2 [==============================] - 0s 14ms/step >100, 589/693, d1=0.599, d2=0.370 g=3.654 2/2 [==============================] - 0s 14ms/step >100, 590/693, d1=0.338, d2=0.456 g=3.873 2/2 [==============================] - 0s 13ms/step >100, 591/693, d1=0.260, d2=0.237 g=4.549 2/2 [==============================] - 0s 15ms/step >100, 592/693, d1=0.388, d2=0.430 g=4.195 2/2 [==============================] - 0s 11ms/step >100, 593/693, d1=0.471, d2=0.219 g=4.271 2/2 [==============================] - 0s 14ms/step >100, 594/693, d1=0.642, d2=0.328 g=3.120 2/2 [==============================] - 0s 12ms/step >100, 595/693, d1=0.338, d2=0.298 g=3.805 2/2 [==============================] - 0s 14ms/step >100, 596/693, d1=0.394, d2=0.302 g=3.296 2/2 [==============================] - 0s 13ms/step >100, 597/693, d1=0.241, d2=0.308 g=3.089 2/2 [==============================] - 0s 13ms/step >100, 598/693, d1=0.385, d2=0.218 g=3.745 2/2 [==============================] - 0s 11ms/step >100, 599/693, d1=0.447, d2=0.497 g=3.100 2/2 [==============================] - 0s 12ms/step >100, 600/693, d1=0.319, d2=0.357 g=4.711 2/2 [==============================] - 0s 13ms/step >100, 601/693, d1=0.360, d2=0.340 g=4.952 2/2 [==============================] - 0s 13ms/step >100, 602/693, d1=0.325, d2=0.226 g=5.590 2/2 [==============================] - 0s 13ms/step >100, 603/693, d1=0.432, d2=0.252 g=4.193 2/2 [==============================] - 0s 13ms/step >100, 604/693, d1=0.283, d2=0.467 g=4.464 2/2 [==============================] - 0s 14ms/step >100, 605/693, d1=0.557, d2=0.237 g=4.833 2/2 [==============================] - 0s 13ms/step >100, 606/693, d1=0.432, d2=0.209 g=3.628 2/2 [==============================] - 0s 12ms/step >100, 607/693, d1=0.482, d2=0.384 g=4.680 2/2 [==============================] - 0s 14ms/step >100, 608/693, d1=0.343, d2=0.312 g=3.976 2/2 [==============================] - 0s 13ms/step >100, 609/693, d1=0.557, d2=0.345 g=3.141 2/2 [==============================] - 0s 14ms/step >100, 610/693, d1=0.238, d2=0.378 g=4.275 2/2 [==============================] - 0s 13ms/step >100, 611/693, d1=0.321, d2=0.263 g=3.584 2/2 [==============================] - 0s 14ms/step >100, 612/693, d1=0.400, d2=0.324 g=3.357 2/2 [==============================] - 0s 12ms/step >100, 613/693, d1=0.574, d2=0.300 g=4.200 2/2 [==============================] - 0s 13ms/step >100, 614/693, d1=0.331, d2=0.258 g=4.683 2/2 [==============================] - 0s 14ms/step >100, 615/693, d1=0.381, d2=0.345 g=4.828 2/2 [==============================] - 0s 13ms/step >100, 616/693, d1=0.280, d2=0.333 g=4.308 2/2 [==============================] - 0s 14ms/step >100, 617/693, d1=0.427, d2=0.355 g=3.055 2/2 [==============================] - 0s 13ms/step >100, 618/693, d1=0.484, d2=0.337 g=2.729 2/2 [==============================] - 0s 13ms/step >100, 619/693, d1=0.364, d2=0.354 g=4.270 2/2 [==============================] - 0s 13ms/step >100, 620/693, d1=0.376, d2=0.335 g=2.854 2/2 [==============================] - 0s 12ms/step >100, 621/693, d1=0.428, d2=0.323 g=3.403 2/2 [==============================] - 0s 14ms/step >100, 622/693, d1=0.470, d2=0.337 g=4.106 2/2 [==============================] - 0s 13ms/step >100, 623/693, d1=0.358, d2=0.356 g=4.172 2/2 [==============================] - 0s 12ms/step >100, 624/693, d1=0.447, d2=0.352 g=2.633 2/2 [==============================] - 0s 12ms/step >100, 625/693, d1=0.427, d2=0.234 g=2.613 2/2 [==============================] - 0s 13ms/step >100, 626/693, d1=0.295, d2=0.352 g=2.675 2/2 [==============================] - 0s 15ms/step >100, 627/693, d1=0.354, d2=0.227 g=5.063 2/2 [==============================] - 0s 13ms/step >100, 628/693, d1=0.381, d2=0.356 g=3.729 2/2 [==============================] - 0s 15ms/step >100, 629/693, d1=0.278, d2=0.256 g=4.147 2/2 [==============================] - 0s 11ms/step >100, 630/693, d1=0.471, d2=0.336 g=3.523 2/2 [==============================] - 0s 12ms/step >100, 631/693, d1=0.225, d2=0.377 g=5.336 2/2 [==============================] - 0s 12ms/step >100, 632/693, d1=0.431, d2=0.227 g=3.080 2/2 [==============================] - 0s 14ms/step >100, 633/693, d1=0.437, d2=0.251 g=3.992 2/2 [==============================] - 0s 12ms/step >100, 634/693, d1=0.296, d2=0.322 g=2.934 2/2 [==============================] - 0s 12ms/step >100, 635/693, d1=0.464, d2=0.321 g=3.367 2/2 [==============================] - 0s 14ms/step >100, 636/693, d1=0.341, d2=0.412 g=3.625 2/2 [==============================] - 0s 12ms/step >100, 637/693, d1=0.376, d2=0.258 g=3.630 2/2 [==============================] - 0s 14ms/step >100, 638/693, d1=0.313, d2=0.190 g=3.441 2/2 [==============================] - 0s 14ms/step >100, 639/693, d1=0.567, d2=0.388 g=2.992 2/2 [==============================] - 0s 13ms/step >100, 640/693, d1=0.449, d2=0.505 g=3.066 2/2 [==============================] - 0s 12ms/step >100, 641/693, d1=0.442, d2=0.264 g=2.942 2/2 [==============================] - 0s 12ms/step >100, 642/693, d1=0.286, d2=0.210 g=4.611 2/2 [==============================] - 0s 14ms/step >100, 643/693, d1=0.326, d2=0.307 g=5.796 2/2 [==============================] - 0s 14ms/step >100, 644/693, d1=0.557, d2=0.388 g=2.954 2/2 [==============================] - 0s 13ms/step >100, 645/693, d1=0.357, d2=0.404 g=4.071 2/2 [==============================] - 0s 13ms/step >100, 646/693, d1=0.357, d2=0.446 g=5.152 2/2 [==============================] - 0s 14ms/step >100, 647/693, d1=0.580, d2=0.309 g=3.487 2/2 [==============================] - 0s 16ms/step >100, 648/693, d1=0.302, d2=0.336 g=5.543 2/2 [==============================] - 0s 13ms/step >100, 649/693, d1=0.308, d2=0.294 g=3.988 2/2 [==============================] - 0s 12ms/step >100, 650/693, d1=0.434, d2=0.327 g=3.463 2/2 [==============================] - 0s 11ms/step >100, 651/693, d1=0.416, d2=0.298 g=3.473 2/2 [==============================] - 0s 14ms/step >100, 652/693, d1=0.484, d2=0.372 g=3.399 2/2 [==============================] - 0s 13ms/step >100, 653/693, d1=0.371, d2=0.327 g=4.692 2/2 [==============================] - 0s 14ms/step >100, 654/693, d1=0.314, d2=0.293 g=2.293 2/2 [==============================] - 0s 13ms/step >100, 655/693, d1=0.328, d2=0.320 g=3.979 2/2 [==============================] - 0s 13ms/step >100, 656/693, d1=0.591, d2=0.297 g=5.131 2/2 [==============================] - 0s 12ms/step >100, 657/693, d1=0.346, d2=0.409 g=3.938 2/2 [==============================] - 0s 13ms/step >100, 658/693, d1=0.318, d2=0.252 g=3.884 2/2 [==============================] - 0s 12ms/step >100, 659/693, d1=0.348, d2=0.340 g=5.011 2/2 [==============================] - 0s 13ms/step >100, 660/693, d1=0.265, d2=0.305 g=3.747 2/2 [==============================] - 0s 13ms/step >100, 661/693, d1=0.443, d2=0.294 g=3.706 2/2 [==============================] - 0s 13ms/step >100, 662/693, d1=0.425, d2=0.215 g=3.455 2/2 [==============================] - 0s 12ms/step >100, 663/693, d1=0.357, d2=0.465 g=3.899 2/2 [==============================] - 0s 14ms/step >100, 664/693, d1=0.362, d2=0.333 g=1.920 2/2 [==============================] - 0s 14ms/step >100, 665/693, d1=0.359, d2=0.304 g=4.798 2/2 [==============================] - 0s 13ms/step >100, 666/693, d1=0.400, d2=0.372 g=3.705 2/2 [==============================] - 0s 14ms/step >100, 667/693, d1=0.342, d2=0.341 g=4.946 2/2 [==============================] - 0s 12ms/step >100, 668/693, d1=0.343, d2=0.255 g=4.864 2/2 [==============================] - 0s 12ms/step >100, 669/693, d1=0.563, d2=0.361 g=3.735 2/2 [==============================] - 0s 12ms/step >100, 670/693, d1=0.237, d2=0.312 g=5.144 2/2 [==============================] - 0s 15ms/step >100, 671/693, d1=0.374, d2=0.271 g=4.243 2/2 [==============================] - 0s 12ms/step >100, 672/693, d1=0.284, d2=0.219 g=5.857 2/2 [==============================] - 0s 13ms/step >100, 673/693, d1=0.487, d2=0.249 g=5.346 2/2 [==============================] - 0s 13ms/step >100, 674/693, d1=0.373, d2=0.346 g=3.119 2/2 [==============================] - 0s 14ms/step >100, 675/693, d1=0.398, d2=0.353 g=6.049 2/2 [==============================] - 0s 13ms/step >100, 676/693, d1=0.364, d2=0.217 g=4.356 2/2 [==============================] - 0s 13ms/step >100, 677/693, d1=0.293, d2=0.323 g=4.339 2/2 [==============================] - 0s 13ms/step >100, 678/693, d1=0.362, d2=0.313 g=2.928 2/2 [==============================] - 0s 14ms/step >100, 679/693, d1=0.396, d2=0.279 g=4.083 2/2 [==============================] - 0s 12ms/step >100, 680/693, d1=0.391, d2=0.186 g=6.192 2/2 [==============================] - 0s 13ms/step >100, 681/693, d1=0.379, d2=0.502 g=4.602 2/2 [==============================] - 0s 13ms/step >100, 682/693, d1=0.432, d2=0.315 g=4.516 2/2 [==============================] - 0s 13ms/step >100, 683/693, d1=0.425, d2=0.317 g=3.070 2/2 [==============================] - 0s 12ms/step >100, 684/693, d1=0.320, d2=0.362 g=3.200 2/2 [==============================] - 0s 12ms/step >100, 685/693, d1=0.313, d2=0.264 g=4.894 2/2 [==============================] - 0s 14ms/step >100, 686/693, d1=0.373, d2=0.391 g=4.712 2/2 [==============================] - 0s 13ms/step >100, 687/693, d1=0.412, d2=0.234 g=4.987 2/2 [==============================] - 0s 13ms/step >100, 688/693, d1=0.410, d2=0.345 g=3.239 2/2 [==============================] - 0s 13ms/step >100, 689/693, d1=0.564, d2=0.403 g=2.389 2/2 [==============================] - 0s 13ms/step >100, 690/693, d1=0.483, d2=0.348 g=4.150 2/2 [==============================] - 0s 14ms/step >100, 691/693, d1=0.505, d2=0.279 g=3.725 2/2 [==============================] - 0s 13ms/step >100, 692/693, d1=0.442, d2=0.300 g=4.154 2/2 [==============================] - 0s 13ms/step >100, 693/693, d1=0.410, d2=0.381 g=5.437 5/5 [==============================] - 0s 16ms/step >Accuracy real: 83%, fake: 93% WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model. 2/2 [==============================] - 0s 60ms/step >101, 1/693, d1=0.366, d2=0.305 g=4.176 2/2 [==============================] - 0s 16ms/step >101, 2/693, d1=0.303, d2=0.406 g=4.261 2/2 [==============================] - 0s 14ms/step >101, 3/693, d1=0.362, d2=0.350 g=3.317 2/2 [==============================] - 0s 12ms/step >101, 4/693, d1=0.473, d2=0.167 g=3.550 2/2 [==============================] - 0s 13ms/step >101, 5/693, d1=0.566, d2=0.333 g=3.918 2/2 [==============================] - 0s 13ms/step >101, 6/693, d1=0.295, d2=0.368 g=2.293 2/2 [==============================] - 0s 13ms/step >101, 7/693, d1=0.303, d2=0.254 g=3.490 2/2 [==============================] - 0s 12ms/step >101, 8/693, d1=0.409, d2=0.358 g=3.939 2/2 [==============================] - 0s 12ms/step >101, 9/693, d1=0.465, d2=0.274 g=3.032 2/2 [==============================] - 0s 13ms/step >101, 10/693, d1=0.403, d2=0.380 g=3.161 2/2 [==============================] - 0s 12ms/step >101, 11/693, d1=0.442, d2=0.274 g=3.047 2/2 [==============================] - 0s 12ms/step >101, 12/693, d1=0.373, d2=0.348 g=3.573 2/2 [==============================] - 0s 12ms/step >101, 13/693, d1=0.449, d2=0.299 g=4.227 2/2 [==============================] - 0s 14ms/step >101, 14/693, d1=0.308, d2=0.347 g=2.950 2/2 [==============================] - 0s 14ms/step >101, 15/693, d1=0.264, d2=0.329 g=4.639 2/2 [==============================] - 0s 14ms/step >101, 16/693, d1=0.674, d2=0.300 g=3.028 2/2 [==============================] - 0s 14ms/step >101, 17/693, d1=0.411, d2=0.430 g=4.636 2/2 [==============================] - 0s 13ms/step >101, 18/693, d1=0.338, d2=0.307 g=3.672 2/2 [==============================] - 0s 13ms/step >101, 19/693, d1=0.446, d2=0.353 g=4.422 2/2 [==============================] - 0s 13ms/step >101, 20/693, d1=0.421, d2=0.355 g=3.225 2/2 [==============================] - 0s 13ms/step >101, 21/693, d1=0.270, d2=0.308 g=3.975 2/2 [==============================] - 0s 13ms/step >101, 22/693, d1=0.421, d2=0.335 g=5.470 2/2 [==============================] - 0s 14ms/step >101, 23/693, d1=0.441, d2=0.290 g=3.165 2/2 [==============================] - 0s 12ms/step >101, 24/693, d1=0.523, d2=0.303 g=2.694 2/2 [==============================] - 0s 12ms/step >101, 25/693, d1=0.293, d2=0.287 g=2.840 2/2 [==============================] - 0s 13ms/step >101, 26/693, d1=0.258, d2=0.343 g=3.280 2/2 [==============================] - 0s 12ms/step >101, 27/693, d1=0.491, d2=0.320 g=3.768 2/2 [==============================] - 0s 12ms/step >101, 28/693, d1=0.394, d2=0.287 g=4.324 2/2 [==============================] - 0s 13ms/step >101, 29/693, d1=0.448, d2=0.314 g=4.066 2/2 [==============================] - 0s 12ms/step >101, 30/693, d1=0.391, d2=0.324 g=4.867 2/2 [==============================] - 0s 13ms/step >101, 31/693, d1=0.503, d2=0.375 g=3.923 2/2 [==============================] - 0s 15ms/step >101, 32/693, d1=0.508, d2=0.363 g=3.210 2/2 [==============================] - 0s 11ms/step >101, 33/693, d1=0.414, d2=0.317 g=3.423 2/2 [==============================] - 0s 14ms/step >101, 34/693, d1=0.306, d2=0.354 g=3.382 2/2 [==============================] - 0s 12ms/step >101, 35/693, d1=0.491, d2=0.390 g=2.928 2/2 [==============================] - 0s 12ms/step >101, 36/693, d1=0.279, d2=0.395 g=3.202 2/2 [==============================] - 0s 13ms/step >101, 37/693, d1=0.392, d2=0.225 g=3.536 2/2 [==============================] - 0s 12ms/step >101, 38/693, d1=0.424, d2=0.305 g=3.312 2/2 [==============================] - 0s 13ms/step >101, 39/693, d1=0.415, d2=0.333 g=4.845 2/2 [==============================] - 0s 13ms/step >101, 40/693, d1=0.499, d2=0.315 g=2.692 2/2 [==============================] - 0s 13ms/step >101, 41/693, d1=0.311, d2=0.342 g=3.900 2/2 [==============================] - 0s 12ms/step >101, 42/693, d1=0.435, d2=0.388 g=4.360 2/2 [==============================] - 0s 13ms/step >101, 43/693, d1=0.336, d2=0.360 g=4.686 2/2 [==============================] - 0s 12ms/step >101, 44/693, d1=0.456, d2=0.249 g=2.995 2/2 [==============================] - 0s 13ms/step >101, 45/693, d1=0.511, d2=0.328 g=3.251 2/2 [==============================] - 0s 14ms/step >101, 46/693, d1=0.395, d2=0.533 g=3.545 2/2 [==============================] - 0s 13ms/step >101, 47/693, d1=0.365, d2=0.385 g=2.604 2/2 [==============================] - 0s 13ms/step >101, 48/693, d1=0.400, d2=0.284 g=3.274 2/2 [==============================] - 0s 14ms/step >101, 49/693, d1=0.449, d2=0.295 g=4.412 2/2 [==============================] - 0s 13ms/step >101, 50/693, d1=0.287, d2=0.281 g=5.079 2/2 [==============================] - 0s 13ms/step >101, 51/693, d1=0.554, d2=0.423 g=4.327 2/2 [==============================] - 0s 13ms/step >101, 52/693, d1=0.438, d2=0.270 g=2.425 2/2 [==============================] - 0s 14ms/step >101, 53/693, d1=0.513, d2=0.303 g=2.977 2/2 [==============================] - 0s 15ms/step >101, 54/693, d1=0.368, d2=0.261 g=3.603 2/2 [==============================] - 0s 13ms/step >101, 55/693, d1=0.420, d2=0.375 g=3.373 2/2 [==============================] - 0s 12ms/step >101, 56/693, d1=0.361, d2=0.349 g=3.896 2/2 [==============================] - 0s 12ms/step >101, 57/693, d1=0.423, d2=0.295 g=3.755 2/2 [==============================] - 0s 13ms/step >101, 58/693, d1=0.469, d2=0.370 g=2.598 2/2 [==============================] - 0s 13ms/step >101, 59/693, d1=0.344, d2=0.347 g=4.289 2/2 [==============================] - 0s 13ms/step >101, 60/693, d1=0.393, d2=0.360 g=5.943 2/2 [==============================] - 0s 11ms/step >101, 61/693, d1=0.438, d2=0.276 g=2.946 2/2 [==============================] - 0s 13ms/step >101, 62/693, d1=0.312, d2=0.301 g=2.984 2/2 [==============================] - 0s 15ms/step >101, 63/693, d1=0.353, d2=0.291 g=2.433 2/2 [==============================] - 0s 11ms/step >101, 64/693, d1=0.376, d2=0.338 g=3.058 2/2 [==============================] - 0s 12ms/step >101, 65/693, d1=0.407, d2=0.340 g=3.289 2/2 [==============================] - 0s 13ms/step >101, 66/693, d1=0.295, d2=0.310 g=4.432 2/2 [==============================] - 0s 13ms/step >101, 67/693, d1=0.565, d2=0.319 g=4.504 2/2 [==============================] - 0s 12ms/step >101, 68/693, d1=0.364, d2=0.354 g=4.655 2/2 [==============================] - 0s 14ms/step >101, 69/693, d1=0.392, d2=0.413 g=4.658 2/2 [==============================] - 0s 13ms/step >101, 70/693, d1=0.377, d2=0.254 g=4.428 2/2 [==============================] - 0s 13ms/step >101, 71/693, d1=0.328, d2=0.259 g=2.659 2/2 [==============================] - 0s 13ms/step >101, 72/693, d1=0.397, d2=0.280 g=4.091 2/2 [==============================] - 0s 12ms/step >101, 73/693, d1=0.369, d2=0.307 g=4.456 2/2 [==============================] - 0s 13ms/step >101, 74/693, d1=0.372, d2=0.253 g=4.043 2/2 [==============================] - 0s 12ms/step >101, 75/693, d1=0.332, d2=0.283 g=3.693 2/2 [==============================] - 0s 13ms/step >101, 76/693, d1=0.564, d2=0.366 g=4.204 2/2 [==============================] - 0s 13ms/step >101, 77/693, d1=0.475, d2=0.492 g=4.160 2/2 [==============================] - 0s 13ms/step >101, 78/693, d1=0.269, d2=0.346 g=3.170 2/2 [==============================] - 0s 13ms/step >101, 79/693, d1=0.407, d2=0.341 g=3.383 2/2 [==============================] - 0s 12ms/step >101, 80/693, d1=0.447, d2=0.336 g=3.844 2/2 [==============================] - 0s 12ms/step >101, 81/693, d1=0.373, d2=0.264 g=2.763 2/2 [==============================] - 0s 13ms/step >101, 82/693, d1=0.356, d2=0.264 g=3.549 2/2 [==============================] - 0s 14ms/step >101, 83/693, d1=0.286, d2=0.314 g=3.551 2/2 [==============================] - 0s 13ms/step >101, 84/693, d1=0.360, d2=0.345 g=3.081 2/2 [==============================] - 0s 13ms/step >101, 85/693, d1=0.368, d2=0.291 g=4.356 2/2 [==============================] - 0s 13ms/step >101, 86/693, d1=0.568, d2=0.255 g=3.978 2/2 [==============================] - 0s 14ms/step >101, 87/693, d1=0.407, d2=0.393 g=5.010 2/2 [==============================] - 0s 13ms/step >101, 88/693, d1=0.311, d2=0.240 g=2.644 2/2 [==============================] - 0s 12ms/step >101, 89/693, d1=0.374, d2=0.344 g=5.388 2/2 [==============================] - 0s 13ms/step >101, 90/693, d1=0.353, d2=0.230 g=4.594 2/2 [==============================] - 0s 13ms/step >101, 91/693, d1=0.337, d2=0.374 g=3.836 2/2 [==============================] - 0s 12ms/step >101, 92/693, d1=0.420, d2=0.374 g=3.821 2/2 [==============================] - 0s 13ms/step >101, 93/693, d1=0.511, d2=0.301 g=2.507 2/2 [==============================] - 0s 12ms/step >101, 94/693, d1=0.174, d2=0.412 g=3.338 2/2 [==============================] - 0s 12ms/step >101, 95/693, d1=0.373, d2=0.262 g=5.079 2/2 [==============================] - 0s 13ms/step >101, 96/693, d1=0.316, d2=0.271 g=3.300 2/2 [==============================] - 0s 13ms/step >101, 97/693, d1=0.364, d2=0.253 g=3.523 2/2 [==============================] - 0s 13ms/step >101, 98/693, d1=0.466, d2=0.387 g=3.172 2/2 [==============================] - 0s 13ms/step >101, 99/693, d1=0.449, d2=0.315 g=3.636 2/2 [==============================] - 0s 15ms/step >101, 100/693, d1=0.440, d2=0.327 g=4.651 2/2 [==============================] - 0s 12ms/step >101, 101/693, d1=0.261, d2=0.322 g=4.432 2/2 [==============================] - 0s 13ms/step >101, 102/693, d1=0.291, d2=0.377 g=3.157 2/2 [==============================] - 0s 13ms/step >101, 103/693, d1=0.352, d2=0.272 g=3.155 2/2 [==============================] - 0s 14ms/step >101, 104/693, d1=0.325, d2=0.400 g=2.046 2/2 [==============================] - 0s 14ms/step >101, 105/693, d1=0.417, d2=0.305 g=2.470 2/2 [==============================] - 0s 15ms/step >101, 106/693, d1=0.441, d2=0.230 g=3.261 2/2 [==============================] - 0s 16ms/step >101, 107/693, d1=0.345, d2=0.373 g=4.026 2/2 [==============================] - 0s 14ms/step >101, 108/693, d1=0.441, d2=0.357 g=4.852 2/2 [==============================] - 0s 16ms/step >101, 109/693, d1=0.304, d2=0.345 g=5.273 2/2 [==============================] - 0s 13ms/step >101, 110/693, d1=0.347, d2=0.240 g=5.554 2/2 [==============================] - 0s 12ms/step >101, 111/693, d1=0.441, d2=0.281 g=4.069 2/2 [==============================] - 0s 14ms/step >101, 112/693, d1=0.306, d2=0.406 g=3.168 2/2 [==============================] - 0s 12ms/step >101, 113/693, d1=0.484, d2=0.337 g=4.521 2/2 [==============================] - 0s 15ms/step >101, 114/693, d1=0.321, d2=0.311 g=3.756 2/2 [==============================] - 0s 15ms/step >101, 115/693, d1=0.388, d2=0.358 g=4.168 2/2 [==============================] - 0s 14ms/step >101, 116/693, d1=0.329, d2=0.255 g=4.325 2/2 [==============================] - 0s 14ms/step >101, 117/693, d1=0.437, d2=0.273 g=5.015 2/2 [==============================] - 0s 14ms/step >101, 118/693, d1=0.499, d2=0.467 g=2.864 2/2 [==============================] - 0s 12ms/step >101, 119/693, d1=0.384, d2=0.317 g=3.549 2/2 [==============================] - 0s 12ms/step >101, 120/693, d1=0.403, d2=0.306 g=4.104 2/2 [==============================] - 0s 12ms/step >101, 121/693, d1=0.487, d2=0.297 g=4.134 2/2 [==============================] - 0s 10ms/step >101, 122/693, d1=0.458, d2=0.383 g=3.232 2/2 [==============================] - 0s 12ms/step >101, 123/693, d1=0.624, d2=0.394 g=4.836 2/2 [==============================] - 0s 12ms/step >101, 124/693, d1=0.386, d2=0.281 g=3.760 2/2 [==============================] - 0s 11ms/step >101, 125/693, d1=0.457, d2=0.303 g=4.504 2/2 [==============================] - 0s 11ms/step >101, 126/693, d1=0.289, d2=0.370 g=5.207 2/2 [==============================] - 0s 12ms/step >101, 127/693, d1=0.387, d2=0.313 g=3.606 2/2 [==============================] - 0s 12ms/step >101, 128/693, d1=0.507, d2=0.350 g=3.010 2/2 [==============================] - 0s 11ms/step >101, 129/693, d1=0.234, d2=0.292 g=4.397 2/2 [==============================] - 0s 12ms/step >101, 130/693, d1=0.445, d2=0.390 g=4.224 2/2 [==============================] - 0s 11ms/step >101, 131/693, d1=0.279, d2=0.349 g=2.892 2/2 [==============================] - 0s 12ms/step >101, 132/693, d1=0.462, d2=0.264 g=2.472 2/2 [==============================] - 0s 12ms/step >101, 133/693, d1=0.313, d2=0.242 g=2.765 2/2 [==============================] - 0s 13ms/step >101, 134/693, d1=0.286, d2=0.297 g=4.178 2/2 [==============================] - 0s 14ms/step >101, 135/693, d1=0.532, d2=0.339 g=3.172 2/2 [==============================] - 0s 12ms/step >101, 136/693, d1=0.447, d2=0.299 g=3.947 2/2 [==============================] - 0s 11ms/step >101, 137/693, d1=0.312, d2=0.345 g=3.356 2/2 [==============================] - 0s 15ms/step >101, 138/693, d1=0.417, d2=0.245 g=3.675 2/2 [==============================] - 0s 14ms/step >101, 139/693, d1=0.258, d2=0.246 g=2.375 2/2 [==============================] - 0s 12ms/step >101, 140/693, d1=0.267, d2=0.344 g=4.969 2/2 [==============================] - 0s 12ms/step >101, 141/693, d1=0.371, d2=0.211 g=3.380 2/2 [==============================] - 0s 12ms/step >101, 142/693, d1=0.313, d2=0.379 g=4.632 2/2 [==============================] - 0s 11ms/step >101, 143/693, d1=0.381, d2=0.261 g=4.334 2/2 [==============================] - 0s 12ms/step >101, 144/693, d1=0.333, d2=0.263 g=3.559 2/2 [==============================] - 0s 13ms/step >101, 145/693, d1=0.458, d2=0.359 g=5.066 2/2 [==============================] - 0s 13ms/step >101, 146/693, d1=0.381, d2=0.278 g=3.203 2/2 [==============================] - 0s 12ms/step >101, 147/693, d1=0.483, d2=0.258 g=4.425 2/2 [==============================] - 0s 14ms/step >101, 148/693, d1=0.439, d2=0.498 g=4.125 2/2 [==============================] - 0s 12ms/step >101, 149/693, d1=0.340, d2=0.353 g=4.658 2/2 [==============================] - 0s 12ms/step >101, 150/693, d1=0.367, d2=0.188 g=5.850 2/2 [==============================] - 0s 12ms/step >101, 151/693, d1=0.444, d2=0.242 g=2.697 2/2 [==============================] - 0s 11ms/step >101, 152/693, d1=0.411, d2=0.362 g=4.078 2/2 [==============================] - 0s 13ms/step >101, 153/693, d1=0.348, d2=0.207 g=3.337 2/2 [==============================] - 0s 11ms/step >101, 154/693, d1=0.427, d2=0.320 g=2.898 2/2 [==============================] - 0s 11ms/step >101, 155/693, d1=0.340, d2=0.355 g=4.679 2/2 [==============================] - 0s 16ms/step >101, 156/693, d1=0.363, d2=0.315 g=4.314 2/2 [==============================] - 0s 13ms/step >101, 157/693, d1=0.630, d2=0.309 g=5.388 2/2 [==============================] - 0s 12ms/step >101, 158/693, d1=0.302, d2=0.393 g=3.478 2/2 [==============================] - 0s 12ms/step >101, 159/693, d1=0.255, d2=0.265 g=4.147 2/2 [==============================] - 0s 12ms/step >101, 160/693, d1=0.472, d2=0.287 g=4.657 2/2 [==============================] - 0s 14ms/step >101, 161/693, d1=0.362, d2=0.277 g=4.258 2/2 [==============================] - 0s 12ms/step >101, 162/693, d1=0.376, d2=0.488 g=4.056 2/2 [==============================] - 0s 13ms/step >101, 163/693, d1=0.362, d2=0.337 g=3.014 2/2 [==============================] - 0s 12ms/step >101, 164/693, d1=0.370, d2=0.237 g=4.183 2/2 [==============================] - 0s 13ms/step >101, 165/693, d1=0.527, d2=0.321 g=4.896 2/2 [==============================] - 0s 15ms/step >101, 166/693, d1=0.322, d2=0.383 g=3.842 2/2 [==============================] - 0s 15ms/step >101, 167/693, d1=0.438, d2=0.262 g=3.162 2/2 [==============================] - 0s 11ms/step >101, 168/693, d1=0.408, d2=0.313 g=6.288 2/2 [==============================] - 0s 12ms/step >101, 169/693, d1=0.345, d2=0.430 g=3.723 2/2 [==============================] - 0s 11ms/step >101, 170/693, d1=0.425, d2=0.262 g=3.392 2/2 [==============================] - 0s 12ms/step >101, 171/693, d1=0.304, d2=0.394 g=2.976 2/2 [==============================] - 0s 13ms/step >101, 172/693, d1=0.349, d2=0.274 g=3.877 2/2 [==============================] - 0s 13ms/step >101, 173/693, d1=0.549, d2=0.256 g=4.166 2/2 [==============================] - 0s 13ms/step >101, 174/693, d1=0.354, d2=0.290 g=3.733 2/2 [==============================] - 0s 12ms/step >101, 175/693, d1=0.504, d2=0.398 g=3.266 2/2 [==============================] - 0s 13ms/step >101, 176/693, d1=0.311, d2=0.319 g=4.971 2/2 [==============================] - 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0s 14ms/step >101, 276/693, d1=0.314, d2=0.299 g=3.559 2/2 [==============================] - 0s 14ms/step >101, 277/693, d1=0.407, d2=0.248 g=3.939 2/2 [==============================] - 0s 12ms/step >101, 278/693, d1=0.494, d2=0.321 g=2.637 2/2 [==============================] - 0s 15ms/step >101, 279/693, d1=0.397, d2=0.339 g=2.143 2/2 [==============================] - 0s 14ms/step >101, 280/693, d1=0.414, d2=0.362 g=3.521 2/2 [==============================] - 0s 13ms/step >101, 281/693, d1=0.360, d2=0.400 g=4.748 2/2 [==============================] - 0s 12ms/step >101, 282/693, d1=0.466, d2=0.211 g=4.541 2/2 [==============================] - 0s 14ms/step >101, 283/693, d1=0.556, d2=0.286 g=2.882 2/2 [==============================] - 0s 14ms/step >101, 284/693, d1=0.266, d2=0.344 g=3.011 2/2 [==============================] - 0s 13ms/step >101, 285/693, d1=0.352, d2=0.449 g=4.653 2/2 [==============================] - 0s 13ms/step >101, 286/693, d1=0.343, d2=0.363 g=2.910 2/2 [==============================] - 0s 12ms/step >101, 287/693, d1=0.523, d2=0.326 g=4.260 2/2 [==============================] - 0s 12ms/step >101, 288/693, d1=0.510, d2=0.287 g=2.587 2/2 [==============================] - 0s 14ms/step >101, 289/693, d1=0.260, d2=0.326 g=3.845 2/2 [==============================] - 0s 12ms/step >101, 290/693, d1=0.492, d2=0.303 g=3.707 2/2 [==============================] - 0s 14ms/step >101, 291/693, d1=0.441, d2=0.280 g=3.085 2/2 [==============================] - 0s 13ms/step >101, 292/693, d1=0.362, d2=0.313 g=4.734 2/2 [==============================] - 0s 13ms/step >101, 293/693, d1=0.255, d2=0.357 g=3.368 2/2 [==============================] - 0s 14ms/step >101, 294/693, d1=0.443, d2=0.323 g=3.818 2/2 [==============================] - 0s 14ms/step >101, 295/693, d1=0.487, d2=0.321 g=3.513 2/2 [==============================] - 0s 12ms/step >101, 296/693, d1=0.453, d2=0.278 g=2.955 2/2 [==============================] - 0s 13ms/step >101, 297/693, d1=0.502, d2=0.285 g=3.565 2/2 [==============================] - 0s 13ms/step >101, 298/693, d1=0.360, d2=0.383 g=4.907 2/2 [==============================] - 0s 12ms/step >101, 299/693, d1=0.387, d2=0.311 g=4.212 2/2 [==============================] - 0s 14ms/step >101, 300/693, d1=0.397, d2=0.345 g=4.200 2/2 [==============================] - 0s 13ms/step >101, 301/693, d1=0.509, d2=0.318 g=2.588 2/2 [==============================] - 0s 13ms/step >101, 302/693, d1=0.384, d2=0.484 g=2.488 2/2 [==============================] - 0s 14ms/step >101, 303/693, d1=0.550, d2=0.270 g=4.234 2/2 [==============================] - 0s 24ms/step >101, 304/693, d1=0.359, d2=0.395 g=3.064 2/2 [==============================] - 0s 14ms/step >101, 305/693, d1=0.309, d2=0.279 g=3.080 2/2 [==============================] - 0s 13ms/step >101, 306/693, d1=0.386, d2=0.408 g=3.745 2/2 [==============================] - 0s 14ms/step >101, 307/693, d1=0.432, d2=0.280 g=4.336 2/2 [==============================] - 0s 12ms/step >101, 308/693, d1=0.435, d2=0.429 g=4.098 2/2 [==============================] - 0s 14ms/step >101, 309/693, d1=0.332, d2=0.273 g=4.483 2/2 [==============================] - 0s 13ms/step >101, 310/693, d1=0.488, d2=0.319 g=2.922 2/2 [==============================] - 0s 14ms/step >101, 311/693, d1=0.406, d2=0.464 g=4.310 2/2 [==============================] - 0s 13ms/step >101, 312/693, d1=0.466, d2=0.297 g=2.287 2/2 [==============================] - 0s 13ms/step >101, 313/693, d1=0.334, d2=0.291 g=3.397 2/2 [==============================] - 0s 13ms/step >101, 314/693, d1=0.494, d2=0.277 g=4.074 2/2 [==============================] - 0s 12ms/step >101, 315/693, d1=0.349, d2=0.284 g=4.128 2/2 [==============================] - 0s 14ms/step >101, 316/693, d1=0.499, d2=0.422 g=3.217 2/2 [==============================] - 0s 14ms/step >101, 317/693, d1=0.329, d2=0.385 g=4.885 2/2 [==============================] - 0s 13ms/step >101, 318/693, d1=0.300, d2=0.335 g=4.258 2/2 [==============================] - 0s 13ms/step >101, 319/693, d1=0.516, d2=0.331 g=4.152 2/2 [==============================] - 0s 11ms/step >101, 320/693, d1=0.573, d2=0.291 g=5.293 2/2 [==============================] - 0s 15ms/step >101, 321/693, d1=0.356, d2=0.399 g=3.931 2/2 [==============================] - 0s 15ms/step >101, 322/693, d1=0.264, d2=0.340 g=2.840 2/2 [==============================] - 0s 17ms/step >101, 323/693, d1=0.274, d2=0.286 g=4.829 2/2 [==============================] - 0s 18ms/step >101, 324/693, d1=0.484, d2=0.253 g=4.821 2/2 [==============================] - 0s 13ms/step >101, 325/693, d1=0.492, d2=0.344 g=4.835 2/2 [==============================] - 0s 12ms/step >101, 326/693, d1=0.399, d2=0.329 g=3.989 2/2 [==============================] - 0s 13ms/step >101, 327/693, d1=0.445, d2=0.366 g=3.221 2/2 [==============================] - 0s 13ms/step >101, 328/693, d1=0.394, d2=0.299 g=3.488 2/2 [==============================] - 0s 14ms/step >101, 329/693, d1=0.409, d2=0.231 g=3.543 2/2 [==============================] - 0s 17ms/step >101, 330/693, d1=0.371, d2=0.381 g=3.262 2/2 [==============================] - 0s 14ms/step >101, 331/693, d1=0.365, d2=0.370 g=4.120 2/2 [==============================] - 0s 14ms/step >101, 332/693, d1=0.369, d2=0.266 g=3.315 2/2 [==============================] - 0s 15ms/step >101, 333/693, d1=0.378, d2=0.319 g=3.222 2/2 [==============================] - 0s 14ms/step >101, 334/693, d1=0.295, d2=0.308 g=4.394 2/2 [==============================] - 0s 14ms/step >101, 335/693, d1=0.424, d2=0.293 g=3.520 2/2 [==============================] - 0s 13ms/step >101, 336/693, d1=0.562, d2=0.254 g=3.132 2/2 [==============================] - 0s 13ms/step >101, 337/693, d1=0.446, d2=0.310 g=4.103 2/2 [==============================] - 0s 13ms/step >101, 338/693, d1=0.379, d2=0.299 g=3.864 2/2 [==============================] - 0s 13ms/step >101, 339/693, d1=0.399, d2=0.379 g=3.456 2/2 [==============================] - 0s 14ms/step >101, 340/693, d1=0.437, d2=0.344 g=4.969 2/2 [==============================] - 0s 13ms/step >101, 341/693, d1=0.358, d2=0.350 g=2.541 2/2 [==============================] - 0s 13ms/step >101, 342/693, d1=0.451, d2=0.300 g=4.173 2/2 [==============================] - 0s 13ms/step >101, 343/693, d1=0.556, d2=0.226 g=3.828 2/2 [==============================] - 0s 13ms/step >101, 344/693, d1=0.402, d2=0.291 g=3.217 2/2 [==============================] - 0s 12ms/step >101, 345/693, d1=0.438, d2=0.433 g=3.941 2/2 [==============================] - 0s 12ms/step >101, 346/693, d1=0.440, d2=0.319 g=4.097 2/2 [==============================] - 0s 15ms/step >101, 347/693, d1=0.302, d2=0.366 g=4.461 2/2 [==============================] - 0s 14ms/step >101, 348/693, d1=0.328, d2=0.305 g=2.435 2/2 [==============================] - 0s 12ms/step >101, 349/693, d1=0.387, d2=0.224 g=3.829 2/2 [==============================] - 0s 15ms/step >101, 350/693, d1=0.398, d2=0.312 g=5.178 2/2 [==============================] - 0s 10ms/step >101, 351/693, d1=0.326, d2=0.311 g=2.030 2/2 [==============================] - 0s 13ms/step >101, 352/693, d1=0.385, d2=0.338 g=3.013 2/2 [==============================] - 0s 12ms/step >101, 353/693, d1=0.229, d2=0.348 g=5.130 2/2 [==============================] - 0s 12ms/step >101, 354/693, d1=0.391, d2=0.348 g=5.001 2/2 [==============================] - 0s 14ms/step >101, 355/693, d1=0.495, d2=0.280 g=4.142 2/2 [==============================] - 0s 14ms/step >101, 356/693, d1=0.423, d2=0.278 g=3.505 2/2 [==============================] - 0s 13ms/step >101, 357/693, d1=0.460, d2=0.341 g=3.920 2/2 [==============================] - 0s 12ms/step >101, 358/693, d1=0.237, d2=0.314 g=2.719 2/2 [==============================] - 0s 16ms/step >101, 359/693, d1=0.427, d2=0.321 g=2.519 2/2 [==============================] - 0s 14ms/step >101, 360/693, d1=0.364, d2=0.282 g=4.938 2/2 [==============================] - 0s 13ms/step >101, 361/693, d1=0.339, d2=0.297 g=3.567 2/2 [==============================] - 0s 14ms/step >101, 362/693, d1=0.396, d2=0.325 g=3.549 2/2 [==============================] - 0s 12ms/step >101, 363/693, d1=0.579, d2=0.386 g=3.660 2/2 [==============================] - 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0s 14ms/step >101, 375/693, d1=0.546, d2=0.256 g=4.036 2/2 [==============================] - 0s 13ms/step >101, 376/693, d1=0.384, d2=0.375 g=5.540 2/2 [==============================] - 0s 14ms/step >101, 377/693, d1=0.248, d2=0.374 g=3.131 2/2 [==============================] - 0s 16ms/step >101, 378/693, d1=0.496, d2=0.356 g=3.400 2/2 [==============================] - 0s 13ms/step >101, 379/693, d1=0.416, d2=0.386 g=3.473 2/2 [==============================] - 0s 14ms/step >101, 380/693, d1=0.303, d2=0.280 g=2.953 2/2 [==============================] - 0s 15ms/step >101, 381/693, d1=0.297, d2=0.287 g=3.066 2/2 [==============================] - 0s 13ms/step >101, 382/693, d1=0.409, d2=0.336 g=4.092 2/2 [==============================] - 0s 12ms/step >101, 383/693, d1=0.403, d2=0.304 g=3.012 2/2 [==============================] - 0s 14ms/step >101, 384/693, d1=0.411, d2=0.292 g=3.609 2/2 [==============================] - 0s 12ms/step >101, 385/693, d1=0.355, d2=0.277 g=2.998 2/2 [==============================] - 0s 13ms/step >101, 386/693, d1=0.362, d2=0.486 g=3.680 2/2 [==============================] - 0s 15ms/step >101, 387/693, d1=0.378, d2=0.286 g=5.386 2/2 [==============================] - 0s 13ms/step >101, 388/693, d1=0.393, d2=0.298 g=4.089 2/2 [==============================] - 0s 14ms/step >101, 389/693, d1=0.356, d2=0.358 g=4.519 2/2 [==============================] - 0s 14ms/step >101, 390/693, d1=0.279, d2=0.272 g=3.679 2/2 [==============================] - 0s 13ms/step >101, 391/693, d1=0.350, d2=0.359 g=3.745 2/2 [==============================] - 0s 15ms/step >101, 392/693, d1=0.442, d2=0.236 g=4.032 2/2 [==============================] - 0s 14ms/step >101, 393/693, d1=0.351, d2=0.272 g=2.800 2/2 [==============================] - 0s 18ms/step >101, 394/693, d1=0.323, d2=0.353 g=3.618 2/2 [==============================] - 0s 12ms/step >101, 395/693, d1=0.402, d2=0.288 g=3.294 2/2 [==============================] - 0s 15ms/step >101, 396/693, d1=0.445, d2=0.276 g=2.262 2/2 [==============================] - 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0s 14ms/step >101, 408/693, d1=0.447, d2=0.237 g=5.338 2/2 [==============================] - 0s 13ms/step >101, 409/693, d1=0.462, d2=0.357 g=3.051 2/2 [==============================] - 0s 14ms/step >101, 410/693, d1=0.461, d2=0.397 g=3.242 2/2 [==============================] - 0s 14ms/step >101, 411/693, d1=0.422, d2=0.349 g=4.395 2/2 [==============================] - 0s 13ms/step >101, 412/693, d1=0.517, d2=0.332 g=3.052 2/2 [==============================] - 0s 14ms/step >101, 413/693, d1=0.528, d2=0.326 g=2.742 2/2 [==============================] - 0s 13ms/step >101, 414/693, d1=0.317, d2=0.388 g=4.128 2/2 [==============================] - 0s 14ms/step >101, 415/693, d1=0.313, d2=0.229 g=3.595 2/2 [==============================] - 0s 14ms/step >101, 416/693, d1=0.293, d2=0.434 g=3.818 2/2 [==============================] - 0s 13ms/step >101, 417/693, d1=0.281, d2=0.305 g=3.038 2/2 [==============================] - 0s 13ms/step >101, 418/693, d1=0.388, d2=0.275 g=4.559 2/2 [==============================] - 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0s 12ms/step >101, 485/693, d1=0.396, d2=0.224 g=4.213 2/2 [==============================] - 0s 13ms/step >101, 486/693, d1=0.403, d2=0.325 g=3.545 2/2 [==============================] - 0s 13ms/step >101, 487/693, d1=0.479, d2=0.364 g=2.935 2/2 [==============================] - 0s 13ms/step >101, 488/693, d1=0.347, d2=0.454 g=2.487 2/2 [==============================] - 0s 13ms/step >101, 489/693, d1=0.416, d2=0.370 g=3.208 2/2 [==============================] - 0s 13ms/step >101, 490/693, d1=0.458, d2=0.295 g=4.067 2/2 [==============================] - 0s 13ms/step >101, 491/693, d1=0.630, d2=0.358 g=4.097 2/2 [==============================] - 0s 13ms/step >101, 492/693, d1=0.286, d2=0.328 g=4.093 2/2 [==============================] - 0s 13ms/step >101, 493/693, d1=0.405, d2=0.332 g=4.089 2/2 [==============================] - 0s 12ms/step >101, 494/693, d1=0.310, d2=0.268 g=3.029 2/2 [==============================] - 0s 14ms/step >101, 495/693, d1=0.344, d2=0.251 g=3.081 2/2 [==============================] - 0s 12ms/step >101, 496/693, d1=0.424, d2=0.313 g=2.852 2/2 [==============================] - 0s 13ms/step >101, 497/693, d1=0.271, d2=0.365 g=2.308 2/2 [==============================] - 0s 13ms/step >101, 498/693, d1=0.491, d2=0.284 g=3.163 2/2 [==============================] - 0s 13ms/step >101, 499/693, d1=0.375, d2=0.354 g=2.877 2/2 [==============================] - 0s 13ms/step >101, 500/693, d1=0.459, d2=0.312 g=3.185 2/2 [==============================] - 0s 13ms/step >101, 501/693, d1=0.263, d2=0.332 g=3.102 2/2 [==============================] - 0s 12ms/step >101, 502/693, d1=0.658, d2=0.350 g=4.975 2/2 [==============================] - 0s 14ms/step >101, 503/693, d1=0.511, d2=0.364 g=3.862 2/2 [==============================] - 0s 13ms/step >101, 504/693, d1=0.332, d2=0.262 g=3.880 2/2 [==============================] - 0s 13ms/step >101, 505/693, d1=0.348, d2=0.351 g=4.217 2/2 [==============================] - 0s 14ms/step >101, 506/693, d1=0.306, d2=0.278 g=2.716 2/2 [==============================] - 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0s 14ms/step >101, 518/693, d1=0.356, d2=0.287 g=3.846 2/2 [==============================] - 0s 13ms/step >101, 519/693, d1=0.292, d2=0.274 g=3.539 2/2 [==============================] - 0s 15ms/step >101, 520/693, d1=0.366, d2=0.262 g=2.809 2/2 [==============================] - 0s 13ms/step >101, 521/693, d1=0.380, d2=0.248 g=3.170 2/2 [==============================] - 0s 11ms/step >101, 522/693, d1=0.532, d2=0.415 g=3.097 2/2 [==============================] - 0s 13ms/step >101, 523/693, d1=0.319, d2=0.268 g=2.900 2/2 [==============================] - 0s 15ms/step >101, 524/693, d1=0.427, d2=0.322 g=3.261 2/2 [==============================] - 0s 13ms/step >101, 525/693, d1=0.421, d2=0.319 g=4.771 2/2 [==============================] - 0s 13ms/step >101, 526/693, d1=0.371, d2=0.360 g=4.265 2/2 [==============================] - 0s 12ms/step >101, 527/693, d1=0.493, d2=0.404 g=3.777 2/2 [==============================] - 0s 12ms/step >101, 528/693, d1=0.309, d2=0.313 g=2.598 2/2 [==============================] - 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0s 12ms/step >101, 650/693, d1=0.405, d2=0.369 g=3.358 2/2 [==============================] - 0s 14ms/step >101, 651/693, d1=0.274, d2=0.304 g=3.638 2/2 [==============================] - 0s 13ms/step >101, 652/693, d1=0.345, d2=0.426 g=3.707 2/2 [==============================] - 0s 12ms/step >101, 653/693, d1=0.324, d2=0.234 g=4.242 2/2 [==============================] - 0s 15ms/step >101, 654/693, d1=0.414, d2=0.268 g=2.442 2/2 [==============================] - 0s 13ms/step >101, 655/693, d1=0.389, d2=0.202 g=4.359 2/2 [==============================] - 0s 12ms/step >101, 656/693, d1=0.339, d2=0.325 g=2.745 2/2 [==============================] - 0s 14ms/step >101, 657/693, d1=0.278, d2=0.245 g=3.530 2/2 [==============================] - 0s 13ms/step >101, 658/693, d1=0.335, d2=0.338 g=2.723 2/2 [==============================] - 0s 13ms/step >101, 659/693, d1=0.449, d2=0.421 g=2.400 2/2 [==============================] - 0s 13ms/step >101, 660/693, d1=0.464, d2=0.243 g=2.515 2/2 [==============================] - 0s 12ms/step >101, 661/693, d1=0.357, d2=0.269 g=3.431 2/2 [==============================] - 0s 12ms/step >101, 662/693, d1=0.332, d2=0.329 g=2.622 2/2 [==============================] - 0s 12ms/step >101, 663/693, d1=0.453, d2=0.341 g=3.441 2/2 [==============================] - 0s 14ms/step >101, 664/693, d1=0.393, d2=0.333 g=3.217 2/2 [==============================] - 0s 12ms/step >101, 665/693, d1=0.362, d2=0.339 g=3.330 2/2 [==============================] - 0s 14ms/step >101, 666/693, d1=0.217, d2=0.239 g=3.654 2/2 [==============================] - 0s 13ms/step >101, 667/693, d1=0.529, d2=0.213 g=3.704 2/2 [==============================] - 0s 12ms/step >101, 668/693, d1=0.316, d2=0.383 g=3.143 2/2 [==============================] - 0s 12ms/step >101, 669/693, d1=0.393, d2=0.403 g=3.126 2/2 [==============================] - 0s 13ms/step >101, 670/693, d1=0.341, d2=0.244 g=2.550 2/2 [==============================] - 0s 14ms/step >101, 671/693, d1=0.465, d2=0.289 g=3.398 2/2 [==============================] - 0s 12ms/step >101, 672/693, d1=0.398, d2=0.250 g=3.112 2/2 [==============================] - 0s 12ms/step >101, 673/693, d1=0.442, d2=0.404 g=4.073 2/2 [==============================] - 0s 14ms/step >101, 674/693, d1=0.434, d2=0.306 g=2.942 2/2 [==============================] - 0s 13ms/step >101, 675/693, d1=0.364, d2=0.439 g=3.626 2/2 [==============================] - 0s 14ms/step >101, 676/693, d1=0.431, d2=0.307 g=3.631 2/2 [==============================] - 0s 15ms/step >101, 677/693, d1=0.195, d2=0.299 g=4.917 2/2 [==============================] - 0s 13ms/step >101, 678/693, d1=0.482, d2=0.262 g=3.107 2/2 [==============================] - 0s 13ms/step >101, 679/693, d1=0.433, d2=0.309 g=4.103 2/2 [==============================] - 0s 13ms/step >101, 680/693, d1=0.376, d2=0.272 g=3.152 2/2 [==============================] - 0s 13ms/step >101, 681/693, d1=0.392, d2=0.355 g=4.043 2/2 [==============================] - 0s 12ms/step >101, 682/693, d1=0.257, d2=0.309 g=2.999 2/2 [==============================] - 0s 13ms/step >101, 683/693, d1=0.299, d2=0.319 g=3.281 2/2 [==============================] - 0s 14ms/step >101, 684/693, d1=0.518, d2=0.432 g=3.163 2/2 [==============================] - 0s 15ms/step >101, 685/693, d1=0.506, d2=0.279 g=4.024 2/2 [==============================] - 0s 14ms/step >101, 686/693, d1=0.275, d2=0.247 g=3.604 2/2 [==============================] - 0s 16ms/step >101, 687/693, d1=0.516, d2=0.228 g=4.665 2/2 [==============================] - 0s 13ms/step >101, 688/693, d1=0.385, d2=0.399 g=2.489 2/2 [==============================] - 0s 12ms/step >101, 689/693, d1=0.394, d2=0.368 g=3.299 2/2 [==============================] - 0s 13ms/step >101, 690/693, d1=0.445, d2=0.458 g=3.696 2/2 [==============================] - 0s 12ms/step >101, 691/693, d1=0.343, d2=0.206 g=2.154 2/2 [==============================] - 0s 12ms/step >101, 692/693, d1=0.323, d2=0.341 g=3.255 2/2 [==============================] - 0s 13ms/step >101, 693/693, d1=0.365, d2=0.374 g=3.149
Image Generation¶
Best CGAN¶
import numpy as np
from matplotlib import pyplot as plt
from keras.models import load_model
from numpy.random import randn, randint
from collections import Counter
# Define function to generate latent points
def generate_latent_points(latent_dim, n_samples, n_classes=26):
x_input = randn(latent_dim * n_samples)
z_input = x_input.reshape(n_samples, latent_dim)
# Generate numeric labels starting from 0 to n_classes-1
numeric_labels = randint(1, n_classes+1, n_samples)
# Convert numeric labels to alphabetic labels (1 -> 'A', 2 -> 'B', ..., 26 -> 'Z')
alphabetic_labels = [chr(l + 64) for l in numeric_labels]
return [z_input, numeric_labels, alphabetic_labels]
# Define function to save plots of images
def save_plots(images, filename_prefix, n_images_per_file=100):
n = int(np.sqrt(n_images_per_file)) # Assume square grid for simplicity
num_batches = int(np.ceil(len(images) / n_images_per_file))
for i in range(num_batches):
start_index = i * n_images_per_file
end_index = min((i + 1) * n_images_per_file, len(images))
batch_images = images[start_index:end_index]
# Scale images from [-1,1] to [0,1]
batch_images = (batch_images + 1) / 2.0
# Plot images
plt.figure(figsize=(n, n))
for j in range(len(batch_images)):
plt.subplot(n, n, j + 1)
plt.axis('off')
plt.imshow(batch_images[j, :, :, 0], cmap='gray')
filename = f'{filename_prefix}_batch_{i+1}.png'
plt.savefig(filename)
plt.close()
# Define function to generate and save images using a saved model
def generate_and_save_images(model_path, latent_dim, n_samples, n_classes=26):
# Load the saved generator model
g_model = load_model(model_path)
# Generate points in latent space
z_input, numeric_labels, alphabetic_labels = generate_latent_points(latent_dim, n_samples, n_classes)
# Generate images from the latent points
images = g_model.predict([z_input, np.array(numeric_labels)])
# Save images in batches
save_plots(images, 'generated_images', n_images_per_file=100)
# Return alphabetic labels for class distribution
return alphabetic_labels
# Define function to plot class distribution
def plot_class_distribution(labels, filename='class_distribution.png'):
# Count the frequency of each class
class_counts = Counter(labels)
# Extract sorted class labels and their counts
class_labels = sorted(class_counts.keys())
counts = [class_counts[label] for label in class_labels]
plt.figure(figsize=(10, 5))
plt.bar(class_labels, counts, color='skyblue')
plt.xlabel('Class')
plt.ylabel('Number of Images')
plt.title('Class Distribution of Generated Images')
plt.savefig(filename)
plt.close()
# Set parameters
model_path = 'best_hypertuned_CGAN_100.h5'
latent_dim = 100
n_classes = 26
# Generate and save 300 images
labels = generate_and_save_images(model_path, latent_dim, n_samples=300, n_classes=n_classes)
# Plot the class distribution
plot_class_distribution(labels)
WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually. 10/10 [==============================] - 0s 31ms/step